From a4c7b6175288e482ad9bb44960686f2bd832c0ef Mon Sep 17 00:00:00 2001 From: Jerry Lee Date: Tue, 14 Jul 2015 22:38:49 +0800 Subject: [PATCH] add log, port to markdown from oschina html --- .../README.md | 17 ++ .../images/19202238_eoij.jpg | Bin 0 -> 48843 bytes .../images/19202244_GPDx.jpg | Bin 0 -> 33692 bytes .../images/active_and_passive_arch.png | Bin 0 -> 27026 bytes .../images/cabling.jpg | Bin 0 -> 136625 bytes .../images/dag.png | Bin 0 -> 18852 bytes .../images/datapipeline_complex.png | Bin 0 -> 56455 bytes .../images/datapipeline_simple.png | Bin 0 -> 40551 bytes .../images/full-stack.png | Bin 0 -> 21241 bytes .../images/linkedin.png | Bin 0 -> 43327 bytes .../images/log.png | Bin 0 -> 8639 bytes .../images/log_subscription.png | Bin 0 -> 16847 bytes .../images/oracle.jpg | Bin 0 -> 65967 bytes .../images/partitioned_log.png | Bin 0 -> 12014 bytes .../images/paxos_postcard.jpg | Bin 0 -> 58015 bytes .../images/pipeline_ownership.png | Bin 0 -> 29448 bytes .../images/sisyphus.jpg | Bin 0 -> 34997 bytes .../images/system.png | Bin 0 -> 12886 bytes .../images/yin-yang.jpg | Bin 0 -> 19807 bytes .../part1.md | 96 ++++++++ .../part2.md | 210 ++++++++++++++++++ .../part3.md | 84 +++++++ .../part4.md | 76 +++++++ .../the-end.md | 61 +++++ 24 files changed, 544 insertions(+) create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/README.md create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/19202238_eoij.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/19202244_GPDx.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/active_and_passive_arch.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/cabling.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/dag.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/datapipeline_complex.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/datapipeline_simple.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/full-stack.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/linkedin.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/log.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/log_subscription.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/oracle.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/partitioned_log.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/paxos_postcard.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/pipeline_ownership.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/sisyphus.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/system.png create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/yin-yang.jpg create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part1.md create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part2.md create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part3.md create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part4.md create mode 100644 log-what-every-software-engineer-should-know-about-real-time-datas-unifying/the-end.md diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/README.md b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/README.md new file mode 100644 index 0000000..c2cd3c2 --- /dev/null +++ b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/README.md @@ -0,0 +1,17 @@ +原文链接: [The Log: What every software engineer should know about real-time data's unifying abstraction](https://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying) - [Jay Kreps](http://www.linkedin.com/in/jaykreps) +译文原稿: [日志:每个软件工程师都应该知道的有关实时数据的统一概念](http://www.oschina.net/translate/log-what-every-software-engineer-should-know-about-real-time-datas-unifying) @ [开源中国社区](http://www.oschina.net/) 2015-02 + +日志:每个软件工程师都应该知道的有关实时数据的统一概念 +===================================================================== + +我在六年前的一个令人兴奋的时刻加入到LinkedIn公司。从那个时候开始我们就破解单一的、集中式数据库的限制,并且启动到特殊的分布式系统套件的转换。这是一件令人兴奋的事情:我们构建、部署,而且直到今天仍然在运行的分布式图形数据库、分布式搜索后端、Hadoop安装以及第一代和第二代键值数据存储。 + +从这一切里我们体会到的最有益的事情是我们构建的许多东西的核心里都包含一个简单的理念:日志。有时候也称作预先写入日志或者提交日志或者事务日志,日志几乎在计算机产生的时候就存在,同时它还是许多分布式数据系统和实时应用结构的核心。 + +不懂得日志,你就不可能完全懂得数据库,NoSQL存储,键值存储,复制,paxos,Hadoop,版本控制以及几乎所有的软件系统;然而大多数软件工程师对它们不是很熟悉。我愿意改变这种现状。在这篇博客文章里,我将带你浏览你必须了解的有关日志的所有的东西,包括日志是什么,如何在数据集成、实时处理和系统构建中使用日志等。 + +- [第一部分:日志是什么?](part1.md) +- [第二部分:数据集成](part2.md) +- [第三部分:日志和实时流处理](part3.md) +- [第四部分:系统建设](part4.md) +- [结束语](the-end.md) diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/19202238_eoij.jpg b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/19202238_eoij.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5b971dd0d0902fa0986ac75d1bc9bf3257a83af GIT binary patch literal 48843 zcmcG#2UJsA+b+720HFjzCrGHFDgpsSLJgo)g@}kKh*Swmub~GJ1f+##Lx>834I2mu zA_x+ifP#qh5_&IElyaAQfBXCQf6o5?d&U{}F2*2j&bi)q&bK^oS^K^FBLJtVp@|^? zfdBvm`~&tU0M3)gkD2J{o0wlbW^znlY=0i$Iu_`BB?SDL0RR9qaL_1#I!iQ-p8Gg?LfRkt_06+mK8cG0ot-O8QogF>I z2!5{q{$hG=u3pX|Xy_S$`E-DvyO*1*9~ycdfC)(%p`nZb5ALYDqN<7_F)$!R5vQ!8 zq^N}ZV`bRFA1iYL#^CF32LAQBKgyy{3<&ViP*n8tS8#Okc5+p4_V!dHIr=DK6_gYK zEnSk2qw^Kl05K<5H+L^>nWd`tGGgv7+A?R4oK!mLW8g}3HxBi4JsoOpW{yyZ^Ukz#qVMR1{@&v=o2O``bGIV&QM!{Nu`hNyI;s>GRjm ze^M*<@6Q@~fdNEsKYxO^zx!{hwPpSi4w=6VGH?$F(Ut)vMMm-ej2uu1{+W=!qyyX$ zM;{FXKUc>9Z$B&W2(@MOev6RUe~Gri=_6t%9i831evA5_<4=O;@8THXc+4@tRa-_` z35z|fq<&aM$qIW!l$&>#x!=9eM1^4$j4HGZ_07oxpSCeDfGN7z0xVyV(sOw{o8e$C$4D^m3#bS>u zsjD43eoO_Ycgz55fK}B~|7-3sZ|6WySFeD-=DPgX+++W7u8!89H$LX-=N{zhV(91X zDfS1y8t(s@6utkr+`s0!{AW`1|KnW6|62ifasK!I`ULuU{Gqij&Wf%cuD`d#ACznC zZ|!k$)^Pq)sC53&{L`+!f4=c>*ZC)V_@}yoKmPgVkKu}cUj%#~;2z-N`sXTo9sz$X z_uDXNcsP2wfroh5#r2Y7phtj=&Ocbu|K%2cEb;pm|62C{K;M5K_CJ~0zgZ1;8x3b7 zNQ|rhpY-WFy8T6{&YvnS|4-@yekt$&Uj+U(J>XvaOD+F-23A?#`G1>X^?Qr{!}z0r zAO8ope-Nkmcas0NP59&R{%-UB;~xBX%ci6C_ho_1S5{Rf8rW%vJi1{U`ZGyaD&R#yG{`2R1?_X`7dGrLk<6Vyt2yQ$NwL*^~XREa)7Q<@!x0${P1r)||>-QoM7y|SH>02ebP1CjxQZ~;&*2#gD|-vEe$h>sES z$MpvY{EYyizo~8Mpo{i>Jhc0>NpL9W5*4Rj7>~WTb;2!Yjf_r zGiX!Yi0+sD0|JABNg<)JSL5QZB_t+gWM*aO+_-t`_WcJ1g%690A3c8cy0q*~c}3;h z5A_Wn8);3=Enm92zxI6V{oXe^Hcp?IoSL4QU0GdQ|FN;Twf*xqUl0KHCtKkEKRNqf z_yRWp0%c%;F~EQG1%U?tW}J(GQ5?&}t#=CU=*uIa9L>zDPr3K9js>G)xyT(KA=uzwM5WE35+HfhH+J(cU&x|!yb!g zxT~ZQOl9?WkA)`zevR0?L0>$NQFK}hSsp9ooAwL{|MbguC+ylN{6llVu7c0ojf&@P zMbd`!v#1Qa(1UxWknPjd`Xhtgp>aJI1Y2*ZWZ3!9@^(5ILML|43Z%}{iw{S4=8cQw zb~1UE)_Bx}y+|fQQ16}}JKA8ty&ble*5EMhM7P}3JLEFYSC_I2Yz<*5JUu3B!;R3BNfuftWMF;j^^ zp-j{SyT*^{W7fpwD6y+5ezW^$MO zm@743X84!^MR{;jptrnxp@`iv=!vA4U~;k&v$opQLyb;NXNYz!?2Q zrZe3DQHPliTYj~2J=VQjRfETq6#}QoOVsnjQV(p`)KE~@*WTBR5 z3?=VLDW_2}m1C7Tmg-!;xkH4yBr7nFZ+8L%*eQ`Li2RkjBJJ&;1cuZ1w*55LsjQ94 zXIU$z-b2YsW$RI|_$j8Zk+(Ql;9VG1$dtY1&!|@K$h<7bkEI${9#i2<(w!hAae{p%L|C z8Y&~HfD8rh({nKJIXpkr;596D>K(vN)7Bg#i**Mc@>Kp1_N$z$-YZ4&6}I-w8Oe-@ zI3NX0cO(u3y<~0Ch}Lu$TB&T?&aIX9Fc1djF_~yN&uB@ zG?_vZCH^dSU_p&PH2DPB#(!AWNH@LbVW_XBMv2YSbV~x>6*V7z+KkQ09-lbaTIvR8 z2wTG+=%IY_6{?d6xoUhNbR>3-lci2j^cmpZcl?pY(eLtw-Z=kXrSfrSwk09cp#-LP zS9K1(b4G-Q-+>=AUBIEHWO_Rpd&5*mDfL|>?^8xyVIQ+db!>+^6(MXi+WuHv#jL1}O{Kgg*GC)M zNQB*eyBzU}3ZXg-EF{*W)l`OG@Q0cI zsJp<$u0_o4*7;Q>1(wyi=8;R}LmdEe(%5jMzXC2c^;{KlM}z!8+b}fOStb@Q_ys0O z&4cdUZQl6=979SXvv_FsVS!YZ!?Zy|F(}D-N3-VcH0*N?>XTB{a4o^Fh2tosYnh5H z(LtZ&#LAs~8Xa^`i~a^V8jTk0cIE!5SLe`vf`XFX8BpL@8SKWE33c(!H zrvv`A>$E~ZN2;0bKPwA)T_R`@K=XbE;AfSiuy~Zcgu#ZNpAotfp6B7cnE&Gz75Vt^ zS>5wM1$AMJEXi7R9|ynpd;Z9^%v46;Y$hx@fXWaTjHZCH=o2))Ol8uwn8WkkBK`P5 zWj1546)idskj{Y0!b265$@@T-lSNGVf+`#L;SntqFyZCKQIV9Wk$bvA1zQozy(Cfn z3a-n0($Xw~wl_WDKYMg;P0Pa8bnDOK-&I-pCip#*FFU*^%6t#X_+xES|)w z(}&A8rY?I}hBVJ50rZKX)OgITn6LA92pBuDJMSQOjbI0wA)?gyaRDtawe7 zC^$pa#}b*k2@fQH&^ZQ+p?5nzn(f9PyYu#{>j#8H9yM?tix*r8KlRmYw{p>xw^lBH zOe~saPlV<@SW!H`ias9jQTo?XMKWgy=+qpxo|m|<+&ocG0&$v(pOO(h54?6?iLzAT zlAKSJcnNTyMdpGgk!kSS$4}NwDiKBgX+KQc%$YtFhOB=AJZCPViq4!0U#584d;7yLb4O_W>KMN#X3nc1u03Canfm zTbN8A8Ruy+dLvPFhF;ax7Mk*E)uk*@66&XC5HC!G<#&%0Cv-dvkJhpC&>ge<@Z(>| z*v0RO3?p7bra$0mvqYGNT}U)$H0@xRPeerrFN8PAkhxtW#t^#?%zgqilqWumiyImI zSi%d_qOYf%kex2%SXo_0%5;580)EboW@7AU;yxz*6Y&ghV31h6sKwT?Hx1%%#}9R! z?s^7-k&$%Gf+4RbnfmQNC)4tjQ> z1O|Z{*gjh`UvXB7+$G6%z@-yDUcMkVo?P<9f6c?WNPQ&T&wh~m@yJ|YOddDc9Psl!tDVshJtQIQ5 z;iGE`6!*1FG!N7^`P6d2d4aB{b~lq=i}>eg`)NdJ0MTVE#;r=Q7#2+N4=R({)3%uj z!7PXM4&T%)h|pYEwB<*`BJqg&pS-J8dsi^_CIq@!Jp@*z-QjxZq zUO`+GQZ9B!sj+baFyTrn$6YN?=g0j*o|j~ooE%INzfH2|B9yk@5*XQy>LZ1}W*9CH zPEoL|jCY&2{X%M^E`m_t=&8>?wADsz?LRb)jQea;DmxJB5@flihMhv=juwl19hezB zDof&$KK({Mu687+LFAYm~*dC#WLvO1`P;s z!(dJ%kUFxfO@y+Psfd5zFc|?=QQ%$rJ;&(WF#4V<#BS(>x!p*Z@31P+rCRc_JTKHA z&(nVm3+v9ze_jYkrYo1&QreN@c;5UFNw*n1hfTDDnde}mg@yk|0Eb7M4dRi>8wjAn zAC1gkc+&VKH1?Zr3Sfc0*3xc#Nt+0n^HSEcaEHEotEmTQ41nL*Go}laM=&1GR-PnlQW zIzaLp$x9~1GNx_`&*9rH3*pVIqcRGE9;>28Y_DB+Il1iBaH2S7;qd~?RpT0; z-S6xbwDcmX2Z;Z^G9bM{m|ofz?EL&4Ad&fPmC7KK3f{&mM5h!;kv$c?MSy4T*zVq| z5!#V1rR*3KKi#Y|xo%b_VHW?hSXXfzFNz4a-+db?MS5Z9zQ;q+(kxOJKc+R1Ejb== zH&G-DvYM7qefsegfy}|#qkb3dnhZ+UG*z%2D?GP>hKS?U592!d!+9mwb;BMl;066> zl`%Bw-DJQ;?wc50v=~(D;o0(|H@F7|TTZ-wnd6RHU7YgAcKC%*SrvT>rZl%0cv35= ztST4Ks7^$3n*Bat3OvKKDzzntEcCDL$U>h?Oei#Dn4e3#*iJ^u8N_yY8HEBa$>y4A zpfX=AZf*u+uay|ywG3rI6>%Uv3(%8s}RtIH(Q1|-v&rR-LLkf$p`cmhi0Oa2{683 zG$ePO%GC0Vhtbk%6DL6y79M!H)}iHs=E3vduaSyJajMhI;b2HMr|s@zgR^GvqyYrD z^Zm=#Ka-_92o2LM1vqtLuZWL@Jv$JnaiQRfpU9BIOqRUBs~9+@8+5xS;VM}PRz`2N z0IH5jv*5^{Acz(tMNK0=F<-W;?ly7QSCsd>S#U7i>6pTE=9#Q(%R&m@tW%lqu5!r2gzQ)NDWiAQBHZk&%nluLJ$$60 z;2>ES#IkYkiK6|PHeb&#)#tO>&GeWaIQrF`v0-3*GinfC9tvzN*{(?6do;^qcX_SV zSA{aE`n$B>`vRF(_jFOX6%EO;Rh!|)8|xjr%%wNH5vSo%UnnKNNiLpllp6lFQnlsci^0XBK)3iIIh!uRl-RxaUs}X6i7&3+H5xC5}stQPPozuNQCE z*nc4FByS0=n3?t*F^hnm%XX-CVfy}^oO%gPj(WRAMON&InoZCSs2`@a&Vd=0Fs5t; zCp(S-0ux2^2H>V`@eYu#FXhIj#(p6SB?C&n-5{Dedh0?#SSMptxXU`tzmKd^hT1bo zjUd7({Xg~rThPlMdq7|aHg8n>zWI{YL&j=pO4oQVHWnAZfPZ|XZz7jA))5NK2?#|@ zLsIKOOhJw@p)zsnPm(1lx%5uB;&_J$@glO6rEDS67kw&5;yNb$RUqqwA+qj~eSo;s zr}#0St4!d{+e)=JT(8UC(PPIWF4=sM=D+1mG%1Sf?&~IOD=(vWZYcq zqoW$}G>l}PGByJlRR}m;yqs_$8*;O_)-NcQCIi~58;5r?-nW}z@-&do00YUkU?20L zTVUqJ@=ClbE3ze|QG>vspt5OX&#VguY7N}Bl~bSzA-m=Jgc4wP+TiY}ajn#DVB_pn z>9azOBcb$2k#&gEp%AIGNF@y>tuQbG74L29H*R@@pMnR;0tiZ~o|Z43^N#-^MoS1l z7s2rY z?6zyqp=9w(G%-kj5@6?vi3|~>l>w$~h!^A9NYF7EHg1pl+&y#c#0cnqz0O@UE^1Ht zkoV+8x*j|>uX2p6v$&hO54e+djH0}khiNwszNK1SKlVPIvhnQ6-lMf0hXCD=pxLQW z4GC}Rbkii!Oo0Kw6YaaBPv+a39<0^P2F_Aq)^WmEJlBbjF?rZNGU}H4#fzpuM|U09 z0f6qi4?G~khQD6hBEUX_P(hMd-N}%;g<>L$1>q*ij2`sRPN*iNhpfD#SK^+B{=E2O z(Eb!-VV0--sz@!z&?H$`9Tb$b)EoN%=a2rJ0jHPbtQQHQIkGQ@^K2-ffXZzZoeOKG z=eYX?`{-VUs?`1Lg!B1F+Qd7sp^L>F{D*lV+5W0)tvMdQ@-zWiXv!B3R!XBX+yKwH zZOM}ke?Qt`(MZM&))9<>*wjH;XjSn-v$jRi7qU3TxRD9z)eRBIVWtO8ho*fXV+4^M zdfz0-k^@B|^_XQUL*Kc0^Di2rmw`&A^UBy@Fwi} zK2So MP*yfi)yA||BMVlbar9(fmpks+s*gl;Sa&EUCA5LJ3?U1{K|EaD8QFfwuq z4-=QnnTXy7wOMV@wEfOChD|EF$$6Y`QgJ<3o`w@yJOlE=x7%eL4AaR66KI=nr$FoV zO4jbtB>B*=hIDxK$nL<%@7yb&0GK$q!j)&#-3dz+H^|T!7u>r`gq-PJMV{znSYi5A z?UpJFGwt!aPT4#gy~jjWE1mn*YFnY`=|YqtCrV@}pBZj4(>Wk!>l2F#RK z^?scCLe^nfNlS#*mOQU9@@z306iyvlhfMT6+j%{}bI3I+?yS1{6dA+^AvMlblg;Z> zqPv%Y=z%4n3YHG|B$K1P4J99Hs?W_MF*pzy z{58>e4^oF>$YSzpO4=H!yF^HWkh=CYQTtNhLxD;2%r`Cc4=UpsWo#dZFC}{T3t7fY z=;?M59ezJ=Zyi!3oPJI1iyQ}zVmt!tB`}-~TB*K9ZyZ1bH2ow%k3ZBZl9>QpCdr(A zl2HdA9nODisCzLK2(_txS~WhBXA|%VI3I@gsg)aXaTy~YY9+QQJF~pc?$71GX?4O% z0)7SB>?Ds;f*;v=WNzIM#K8pN?*PLb-}`8V#d%~T5puooP?JK%fORhrww00QJkjlR&pm(KvK&!7;ZYE7+UGX5i~|tDX|S330lIl!?n}O zRe=vmCc@g&kd|bhP~>Smk{K2^m`h+N=0v2LljdciGuT5}i8TZ!q_*!TfN0x(I?ltl z^b%Q{ZDgsTgERc#R&*h$t6tuE@xzIeEHa*L@Ils~|@902C|UR7C~-X<`b6#^N@0V}t5Z2xvA14V7IvYE>I_JI?e zCR_|lZUVhpPAOz*Ob3Qo`8GtBH+&!nx-~Qammo`I%9NV|z<|!(X{eg+(f7}QkoPp* zgi|}(%i165+{{Z$<+e8TRl#d*`v4gXLRN>zz9q}#x%at;cO80}s%*ZE+MSFf!HUd@ zuzJPkg>P?sy4#z}iJyrD4F|SFiX~%MZM<9bmPHR)ZUX8lw$wy_xsbaDSA`%-W^J`e zQm;Yq#XEF-aBWd;n9RZp)b@^)4~^t|IFY$BF(mJIv3YyBov;&bBtN6)cAX5$G4+zE zk;_#0_m6&3=fp*oU$_ovrh(8f{%(zRNSdT~^N8D{F|xdo`zyV2!TI_{FhRq{#`aoL zUn`|rq=Eqr22}|~k|*$1r7G*IfmbXLF@3tl8_d0?-7eXV2rj+YYPxasu^! z#^X3`Mu6Byl3pq45lF65LarwNbk^xrg}n1!F1L&(G)70ey4kZ94|WDj@j@IU(Pmip z`@JJMt^!6LQS$LtMw(L}Gav`3+ z#)4M73^Y}3nFPJ4?o1znRS8aAao96Zg(T|6dOelN_ zfN@U2D7{<+Wge#rGw11dm~p$ytWyZAg1&jPP+FqH-T#*xuU76Iyu?F8b|K;FoIr ziQ9VFoAT$c1)yM;n;sNxUV8^bW*EG~576@NY7ihA*{Ac1cZe_@BUvBw2u48Nco6A5 zf#(avu_S;=vF3S^YfB)mUx)4vxQP}5Hu^vv-HD9qNKVZHKH_j-c!>dcS%D`Q^bgSg zeHeZ-+~BQyG2bM0s`b@pXHK)y*hG|9`gkRs71)w#IO{(fybwBZE0-~upZz5OCF4Tw zxCoh#sMOB)b_`MxmHt>K_)wD=hsi#004P%RtUe|r*r-xxhX#$ExRgP#;5g_`idQhV z*w7A@+rzY1J3h|nK3*&Z%DjOxcba+rcSRc2=JJkqzn zmAshgX>);31PdAYKxpTI87<9GITz)Vq4!$CAEaepuuxZpbbcJYe#OdI!SzDJEq*JM zb<|=mn6vmgvvEFRtiVT4vS(FRQ{n`jQB)CD0)`-WOqcDShfUmJQ}Gru*6l$wOMj(V zZ=$Fiw{#dT3^h+(Oe`EO%^Lb3<-Hi!q|*(la$Pnv$v$uUL_(0olJbJ%iCA5`xo$jJ z-dz{|w3H@ITi|MJKcJ^tDNbzVpejE^ zybn?xIKESny5DvLJ^9*- zC9p~ACrFQ6t+jy-;1w}JY6Mh6z-e^w0-ry*QNUFovHKHvLut6 z`Nu55cp*|hveRDS?TToU*U8rK@{HyXpR-zU|57E~or4RGx-XF*+msmFwkkx-; zB|XAu6wfPDmT}~)kG`qkeT=A5d)GD>p6hP(U2;<`YF7o1eDgYE_IQ%cxn*6u++PH^ zk>dlYst|L)uzjNuFBYU52e{kTB~;(!EfSnJzlov%Y*kjFpE0Q(tIxIt0pKg{ua428ufj*s4V_ukahJ< zMoGn1?sC|~rpP*EHq`CI1;zQ8UVX9ETIeyYweEZ`bt)3SJY3(3;#ZN7k7g~Et>rGN za@kaceA64L$QeP6bLWq>GnwnmfH`Rk#j62ZJ8!bBup`Bywd%Dx-GFYa=lAaq(wS&& zzaUQPV5y7Em*k{8Vsc=q3F8;T+z3%e9{@Ufb{K_6t%&7v2qDK>p|@%FzIYMe$2&NF z{?%uV!?MCJ4U*IOLb)R}I^mS9v|5#jf~NFEch(B$)${^k>aIUt#A2)?e)E*3ne28; z2_3IeB}CSKRk$~5L`bQhZMob3Izvxb53JecT>dHh=I&j;Vn1jevqMPj z3?4l(c+&?8Nv7of45lJN97+8MCEU~uo^JrCM}uH3dUd`1Bp~ZO+5x)_WE-Tjh=zg2 znw1O|_VX_TCo4UsbZ+uOQ!YX049&|w5B&PJ$8u{$Bh2$`gD6Xx z;64!Om*4l+Dl+39i$+?pSSNg1GU1#F+IJg-VWU}y)LVN2KzhuBJk2EF`6Gu0^T^A< z#EXciiHD(JdYDR=;)ztjvw3`M>Uh6KWm8}V0}Kws5RgV=KkUp9S!;Z}r%;Eoe5c_o zfoHN>MBj7nR<4X_G!@zOKH*{5-Jqqm?Six7A4V9AZ;sFPkk#)@swh!vjFM%YiejVJ z+~)A8Z%R1~-nES(>QhB?c;3%D>HQZq;~U{HvHZOjNL3!^3mT=2=Z-VEGexVgBsGn@)jpzuMRrwN0ii#_`hgwN*xF2@@2@yamtGPQGZDM`F2CG6S7(3-4cA z?yockX76A5Zpc7f^|XwQrFE47fkWtJ!!++B@3NmgHBI1yL1L=(W({$mp)Qn(LGUlU zQuccei%DI$TX*7I%?cWKVY1jweyse_i135gOqhmU>~6`=(P5 z)Bg?#I7NKXMn$dCN6D~UH!y3+c9Jo>z)4Q<)T+rP;dgN$KDYL3`Y32_IQAXwM(OG! zbGolQVl651cMH;!45G576f`zhmyE&NYDyt3qBlJ_DX<{$uL zjC3yd*=S_K;zb0;qpoF?cJ;U9Sw7%Tx=?v4HAMU80bu1K=d|Cs6BE~(3dlZqxK7?) z7Nm9XJByP$C;4obu6Z{kX@wkg^whV`B*5XIO79xzVCb?KU$9$6cCso1#Vv)bMMP-A z@civ}0_8KD*~>9$C9)7vQ&RJ#Jp_Vd;1U^wFP`P|Ih#5B47d>QA}4;V4g31El!irf+ z0?<1Z>r^D`?n`f%S6hNlP6~=W?b$(&)w{u0smPXR=NmPNo{JeSx296)B+5+_-sl7( z-5M;2j)Tf7M;cMg61YNH^TJ8yMVSJ$^uR^G5O0IVlK{ct9J8*hC9ppA9_*sh5jj!O z3~bUeP^Jes6naJ{&yv+Br;}USfz^q0Gy|S_2OIH?8PADLg4;D=aZV zrMPaNKS>MsAWd5>6JeiKhYw)-RrxE{@Y2emCB_VDky#MGLz5ieZj3kKpOhI2o_U*5 z5D3pDFfEiP1kjy>uP8U8pOh`vg6TH?CECx(I}o+ir>io@bQLTJx)40-Y`(yJ;1y%~ zn`6O#P0pv&pK9c&cU%VO7srAVWSE#e$I0G|g(1hHWOW9dc_C3oTlb`I`6D(T%JDD6 zn6Yx6S5T=yOfiu)KdFpa-+3&T^mQMI;2aoyp$us!LML{24phqtekje&YPS#$^}P+; zlX@AqD$phdp%JXm$R0AT>Yb##%eK4=I;8%}PsS%^hq4g1LEm|y zMq;2FiQ74~eEGuT5qXaxx5X~y=bqo?q=XSrD=GN33K;&@sL*%*j|q z)e8@BrIiq2FS^9b$#!-}Jr3pu;^?=5N5K-F9=Y7M!6Ln2J>Z!~$*FH!ugPEpkGew) z4{t!n*^R&Vl7;S3RC|sR2Bj^Hzq^3m=H37jboIaTm*>uTbMI&^Prj2;3@hsUB;FqB z%uNR)N%qA12P5BsXNWR4LxO!Mmt&QI?PqRka2f< zzopl;`uNuYQ^Q~>Q<(Qj%sF!(|9zl`%IbOW1907k!ZEhhsD16BEL37eg;x+>(daus zfUTgmvvO%`e2z3w&Fx27WZ(#&?=%7k`LEaIe3+dbwTbxhm?~0~On^TlMha9{-br9u zi$xtYKFHjx8R`q-%-F4v_x-B>OZxLj6FGk&hm^e#cDcwY$TdgayZR;Bi5-xNv9O%(RgQfyqkb z@YnTo*`D?mr6#CAsXLCV@f;R|4o09^b=q$e zVc!E5^o|@qdg|yBA)8_~fppTNvgO(Fw5%4d8Cy5m3;3c(Krollz5ZzEa6JC1OEFj` zK!~2gqeT<6q!mXhV}4|Yr!^f%@NyVW^@=uNLya+{Q6(ZOH)}#&qPH)UL^41|1R;cS>W!d0L6x|f~Df(hc zkP4SpX$Ax7-}GH6vBfRmIgNemsK}#R`@lWnsFC68s_Xho8-lJWMi)BMl$^nnXj%y6 z(t0=|?NhjtxrSJ%6Kw}=-V>LsN$cKUF>&AGIl3%2dBk(zx9y8L4mA{CvmfQ;gdk%Fi;j!hGZai*&e-% zEl;_GXt?jyl2;u>W!(qLBJy58B)+|vAo(W5{Ptc{-`Itwgd)Z}1JKYQDpK_I)@Q{H zyxKQN>wU36=jiA{m}hvFTaPuv@9hTrRW z2L$e+)9RIOE*udQPlV2=y5Ah#ZrPzda4X`4%=YP2F7Nf))al&6eO0aYkl`Y~al^H2 z?+aj^LRh4-Xv_a}Oi1sXb_X!`*JbWOxP1$)HJo!Hgf=v-&qo)cNitU&~s(bE@_(j4YV zEx4(3Izw4NGWsJBQkEYd$bNoG>6kvO^#=;{Rd1GsY#Lm;QPN6!Q@NcCQN0I_H+bX- zATp-t%IuGO!P;PAAmdOz_EnYT(+bab33FikCEw;0N*jyk_iT03X4zW+E>NsKR=kuS zaQ@w8Esk=%=${1a7Vc(_ANr-SCF%SuCg_J`C%oAF0pOh9PDVu=nt;6v?0N=xk|+ok zF3Rr%bPKSnduhMIPEOoDa>_Z^CaDz9`Bf4kc zL8CdmXxcEJmg3Raoh#2tmwYg40>PY(RP+Le{>rpfEM6om3T?uLs0-%A1WsFo0v{=p zC!h16lD!2}veH{lmBZ%JLk|E=@8b$2OkCJ8#=kl zWlY5@lTK%*Mdr7V53FP-Kh9;;N^KC?2MU4U_YBVGw2V}x;>RAZERNr+cLOtFKSh`K zhEFa(zj`=Olir-0kwDEPbFj#Oais=)yBug>H)8T=w$^@l;M< z(%{8X*A|Axk%9P*)k(4{Ps4C;&)gNKyueQ1lwP^+yuDjg)^dCKmB>fvmwnzME-5u^ zKEMf%kPRj>E^NW}VnykJxZSpgy~@rtGF>2+_FrgCohR=D=Ye^J2b%HfgLvkbxyX`$e(SU@MJjjrG{b7vP!3Lz)JSCq^o{rr%Q4G*u}=PB9IVR zxpd3*7WquApUFUom|IaOP+Ok2V$r9N|LGi)2}AN)4+w!~`@Y`KI`>w%wYCnDNP7f6 zZlo3|YPVJ1FeLSAIsU5P;t|}{Q;jSK*?u?~`cT38r|$6@j=h$?sH+Rlma2`y)Sf+3 zj+MB9trr?Wh}qXh20*5VxwZHrhXmi2y(qIBGLs}_PQp-tS0mW*jv0F&U2RZcUsgC# z0quT$K{d=w@axStc8Hh#X_tZ3ey3*5X0%Hcl-a`p`=gOV77FgSXvTfjVc&ypZFcF2 zc?DCdkS>y@Wm)-4wJSWaa`^CyR(>ZXu*nW`KOcGIq}P>aDrQ~QSD2zSOcc(E^=T|f zwVQt#a3X6zAKjd<@_u6P{(1|nemp?LYpa-e@vGHA=-TGma9+szQ0y;}9pTi*Fu`?H zfo;=nm555<6WZ-p{*mXPwJm->Gv#|*2Fmn#rFggMUJDq?=l~xeFNkB zmz^LY6ou0SZ&4=S8*=OS?Lc=iz&b-Y=u{Tg7uaYb=-svhkvBq|ZnE(u{!&@M6kAqB zfdQ9+Yru^*$J_82--evkhxK!-8<-)oq*|m)%C9%cTycVp%p2e%GtI6O=Wq5t5qX6k zmrPrgg~hErjP_b-4e)fl8QT6O60}56cu$-C4o+;^N+pRK%b;5DWhw4nmci}W09xs4c&&+$-vlw--1Q0vKly{0&!H&RhZ*)9@sO&;#R_&OYn&`VHfq?fMr2;F8DXI}r z=1r603;q4kdB*Nc787{Uw|yL$BANGk-9IO@nUU@j)PE%aRHi}0qp(z?%RnL_;Mcnf zuvIuhU%R-)&>T#*A9}qH7!u%BjfPC2!BjXmo99jnpn8wW0QX`C%uB#dSXL_$(9n&F zzJY&uup%^id|-ornD{k7!h4=GVv1QeOmv4u1&ksl@}9U(R3~%BAC5VoWMSMy zX;*J`-ZXKa@rp(!IF*XH)5_#3W$wQN=8kH>XYPVZQ_>p~{Bv_=4OLQqHw4+bDHyWG zRA<}e>Hb`Y@aD9fNm2{bG4wGi1VZ6;H|O7vYAkoJHBml!Mi#H=vMXiBe@W@&1LJ_V z-l})9b;YMTd9?)fPcBInwM#`B;eKt-G3(+)QNbT%_#e^E? zbBzl^qt&mlZ&fj@kVTV8vXY|fuZZqfj1+-fMTixptHwtKFKV?9)M;n|x0f2;bCN!| z4s#^Bv6sq^%d}TI`FHpfgFW!O@?8>&5>H*CWAk$T@d8KY4sS>S$ZkIE-*M3PgE3lN zgv>{!q2rQ_k)JEC5@RJ}n4O5QNp0tii+4;iaEhNjVH4J)JO>As3pU2cxP(2f=>slb z&YO6wH7&&jN7SxQu^L%x5#S-C@2}Nx$0KGH(qH~-O<*#67R6f@Z<&G zd}t@!^WpH0!F&E-5#frm+YtE|Lw2({mbNF=+TQeTs_CiMO8LmbUcOvWyH}KOZ$%_d zAulE4oApPxt1dq-UC#>zHL);t-0-c{+tOPK%*{q{dC0skD0@ay_nFofBztjfsBPvA z@L8H)-|s5$$s}`$9{k>jn-%&7R$SR0E!!LV-K&{yH#C{~{S?u|M{I3HpU!eLDB$gp z7~LDE@VwrUt^O(v1Kh%TcFD<}11AB}R9d(kS9f2qW!q;}R^RB=m$<>aYk@%cRLQ`( z@AiX6&mMl#VS!$lFgSRq2C`kV;otQ}7M8ez+!0qh(5*842<=;4*F(TF9T|x~1?F+5 z>dptp?@4VrO&JS_vppy*@Bn0u=i#WS{AU0usx~eDTRtMn9V~GkJ)P1fV13%|oN+c>m_b+SYNKZ_Tb3J=g7;sM$a0P??XTT*r*2ZGf@k&}GiOQz=-C5bR z{|+p6*224;tdqG*t`RXC???*`9BlC}>%?dz54f7NcXy2W<3*qM2N`O$$qD;*B>^2( z$xu}Crer6h!{iZ3M7|!_+W5R!ZL4D<37AmZ2c`#0A&b5gumEAHheM0b;E|`Qo`(Ww z(}Z6q0cqkE_U~k&X2Jf4_@8-n_X+u;4XZlN)kCTvE8|3D7p9g{wMYs{4RQ zxIqo&FsAcUPR?3L&~19^V+9G<0Tg~%z2n3YAOL&$P~r9spZ@=cqpOUH>igPv7-Wzx z=>`c2rKDjHX{A&^Lb|&fN04riu0c@{1?lb%X{5VB=^8?R@AdHq500}VL**Wi)7#BtoW!&QlzY3h5Ad!XZbtc^1V4@)H5X^% zca1ksoI?qC{?-#Qu-Qu0whX;3zl&YtM+^*(0lGI17^};U{~+S(W>wsRD2~j9z>oLL z5)T~QYZ;UwaKhJOWxMCHkL9-qhFRuJ?_WN`CQ)?#jbt1=da>?!`2JSwi&QL|LZiiT z*cEa+2gtBwhA<(8dW!&(TCMH65jok+UD>_d^dY?S=joS23~dyI;kg(%5?-SC`_XgD zCd$CBhfk4Gnp(M$j_K&WFl;@I>Oz1s4e#+`gMqlVZmTft*%A#dyGwIWP7(ZE{@>lm zqnbeY>f&WrprS1QdRLO!EN<_$uoAAK?*`B+&%b#3_#C(+`HuuFd)3ciueClf{0BW= zQ(f_3`~XvX(H?UQ-k{{!Lx69Cu4|!9i~@Q~g2va{Uk}OigVNv(pcmBFJ8_MIV#UM` zCjsqg0dSnWZrN}NrtXIbV;>E}2w`u$XM*cnVOp0A8b!jeE7N26YWH;KGNs)T*)h8# z;bQ5!Q(pmZf41VD#!;C#nuzsa>|o}~UlA9Zz{Ai}+6PTQ*GRJ(*ho#$zu4ci+V`&t zmgH#u)F$}R0~h5z*F7KsL0(kIsDABH=A?)3=AqFlcGeRz?wNdBI5mW|(r8+v&@KR6$RWnK}-R*bt;siE&^3EjjpHQmOIuU+;-= zb!=m_H-XHGCBn6TJC_S?pn_2{|F(?p$n;#{)f{{73c{n8{sDQ6dHw%vyM(v06Sst` z_<^irs<9`k-R1SO!*0ulnutRE*IWsPWu5DG@d^lGXz>ZTaHA4mumYrD6_UOi~(U}@jMPjb;6|X_r%^&k zN{>Z9KA8it?FB}!9_5w&H|c1i_-={ROsgaxQx9)rWbrpBx{ustciS+xw?fI%1b7}9bjcDnIe)`= z9W3S!k6&z!(@=48Q+(EHz1I!tOnBIu9rKbr_;3|m##}Vwu>C_H`b*GQ)$APlk1Byu zu-E@f%l3YSC)@@I#{;hZgYNK5@Ri)YUggtNiY#?>+TRFp^O6wT-K`r%bd7g>mfKNu zUH$+crgTajNuoB>bAq)5N?*8eylF>HDJYyRus_1aPJH}n3-fYH@BvJMq)#ora+ z)tR$wa(NQ<=us4o&v`fGkw*7q8+6Z&Wh%S#U(tB;Sf1kNSitPS>&toE4Y`S3099x` zm{In=^{PVFG`mqyrl1d?+H(8=s9+vCtb7|(1r4FkD4?U}M_gE@)NG()9WBr4UU*If z3G6UAPo(fQDHML9!*4QCmPjvP%P9m6@{lp9kM--Lp4!LZrTQYx=S{g!FMd9*GjWkP z9~LBbMN;I)*=*Qy(oxjlmF=voi-GGS_WKM{(~yTZiPFlZz<7?pxfD=$S^Q<1C!2;x15)T3DgPr2S4iMcH3xWt5t|du8xE zGJXDgQp~#9`cL+gpR;JfA-dJ6>TmONs#^v;&u|PB@d@mcQBrlTzrp>VxBB+Zt{?BC zUB3Xf81_;s8f?!Y$nSZkJk`OPaSEgfOazbld^M?Ka_fPv-Qb(Irlr;hb?+$}m(`~$ zjO|xFXEWr+_;@Tp>;C8N?a)%q#o|X{OFAYoi}eg#@U0=)i(E|PN-I4R?yX8$+Ov%4 z2fecR!genABS!{00oZ)@_Fc?^DDCQ+I=(}l%i=PFtKGgGz_iVoG%`5Eq4FC1q-pNq}%QuWpuU3?tn{Iys z88yQv&TQ8mKs55`j}50$E@Y5WGPIy@;}ViP^!5(}uT#Lr=M*G*;v%FX!f`1G+g)>s#D!su<)t-Q3?&oqC|uHVch*Cn zQX2v_UAV-d%*#9*AaJt$elw<}q#@CmibdQ4;K97X-4rrc-V zPxl=$_y2=do&qpRIC)urM!F}%fqy$zPEC7WszVvEwf}AivTe$>c%q>F{#=J1cp@wo z7UtKw3Ho`h(H;2sx$_g{ zKTXdaX(*@Px!k9gWl#T0YzN(LAB%>HEaTf#N#L|v-cQ;8M!gl;-rsi9miwtr7#8aN z`QM+2Q65-0gD&u};6a<`(jqDNtXpDN0gU%F098Nw520V)61v|XyV?-CVae3w6B68J zp8G#yL9|J$uprHP6Sr>zNyXO?Ji;;GXIa&s@C27%D&9B*cZc-Pk*4f~M zm$6VF+~*8-y|5PE&$vkZVR@TQ@Y-Fat%`6^C;Gt;U&j}^wwRV3G}M6=9R)&Bl16x{H)V1 zI9Pyo!J|1NCffP3Sm28nFz=>3@-yfdXvZYP`9uv^Q&+vQ5N}Ov;8DjZ*$p`*-7(tf zzf7G$%dY+>5AfK=ozCwQf9p48Ht+9uC87e-XDZx!1+6)=^8m9nF%!Ucl-4P2b<_2g zefrWbv_k{$`9Rl`geNO5xBxnOPUL*=){K$2q54L;CCyHo0$Ney7MIz8U5_HR3U4Vy zdq^=^7cmXv`^q*_()NUjY)O`GR>`uLqX4@J8qUM{I@=d90A@!uZ+n_VCvjZ{+!1-; zpAtG))AdM1Ee69)tP$DPKsQ3lB5!d%49McxuO@8dy@00PxFpv4SA&usb&nav`mha5 zSDLOdqu9l`(qM?d>y+{mhM1viAe^kHhRo6EJJLY6anGO?prqce7yh|gHI8n0 zooS;p@wyg!)=mIL&)9x^nKp-#m2P1R5IWZA3^WTwba~~z!0MT@?2CH!?;22Es?cfU zJnjH}b{yWeiB)CGjm+)vhi61dfy-|AiY0BQe^qqGnYdquTq9^nYCxli=(dJRVr zmaY_!6mEu^ymmn^x)sDS86PKtxxM$%i2A3=&{tt4hs3tRQrGzO6-}Jh$nCKfIv@Vc z{d=ZungTK9QWm)&V1ppQtp5J(@8FmLq*c#&pu`0l@8sX;L%WXQvm)0^b(fc-fXr6# zKVImi6^UtO`@1%BN<6rP60VY+YgHS!(%W#(I%wDyheAg{!o%mkUv348l{rNp(6k`& z31|N4p$SVw*NGz6g#IQM8sSGrf9KU=bFas&O9Q2-1ZMX})+U$xXsk?-v}i8>@pZBZ zuH~MKYc^w!4SYlTq4u#-rv~YNkOd|b%0$Q@Z#veb_GNU$#DP@pLbO98hSsax)|%e? zM1PeTj<0|YUINvP}Y_MSy$j?dXYlY3LC$BcJ?)vB#8a0 zr1`!cwWi}8AI7h^1?3V+bHT~ACsqP~J2M?x_Op{TexP@PQ?E}nL#BIEuEx7=pEv9U zX3Pb!38?eoh0oXH&R}V)!dd$jO0>9Wn$Dj2jQM;54b4E%ZgwC(SE4Z`~^Ptd8@33`EltZQtrHg0C`Zcu=c>DwsLBup`o<3P_?XCflW z=5=_&3TfF1Fagl-$*{EkqMgG1G?8!lg01MPLUO|#U^C-y9OKpGT(E~J;LJ44KrF3z zaQggcIn=p2GSOVmEcG=#RA|R-rXs5f-O?VXHWmkHWAaLTB1Z?kf7p?$CcdjH?%QC! zZT2eVf}aguyu`fv9Pr>Mu)4rswwiyPipsa=Hrrx-loBKhoY7FIG!YqmWdv1xRJg+H z>xl6hnvmv7EAD@$--lFmt|4Gt%}y8RTLzq%*`CjgoOCSY21M>>o{)c^*1JO_ej9xz z~{dNiOinGAEOacjxnHoe%(`aMN*oJziCyULE~(s0<2J6&(C!U#ehxPU8jgk z^mD&oR>%{)n2BOrD6zMZ#(1{^$3jojRE`OYf8xqKYco?$kE5Y0M-z`M$NmRZ)<(-v zzEN?}Iy{TacuyP5|AZ*t0-g_f0=deObb*%7#~yJi@7yiHzcppO!mvxPELYworg0~| z6?~tM3E3OP@q7*bC6I&93wd(mmVCF3VmQ6Z>`Blu<42S<*0^PLY#%ehZPPjk&WSxf zjM3?#!G_8;XM-L==Kw$S*>1~=)W4J0^_Kec`HJX>S!FB+`tHuKmvJCSJdS!0V2IgV z&BD-*Xk{x{v>m1=k$HO%#rMqdrF%e(c9dyQ_le zA1k11=zhGgm0*!zEhNk@~ZFept3!%o9{oo78o0vXkY`1SG|Dpjnj8~J;T z2Io0ZxFE#s@ys&j+bUCx*{GB{^)s`$wbAapvuJOqAn_O@_D2rP+bv`PI$3WjB1P_+ z_~`NL=)h9a0b4=z0rp4x&D`gPg^ye))Xk>^fd&7R-%BVS=`L>9j82itQk~z_v&p~r zV@B^73^p2R{JTGAA0jMf@&`$7Vrj_OffB!HY4snocI&63Hmq#>9G{7cx72kC!uCGu ziNxN9Ss6?BnNd+QM3aaOD}kFz{Ckpr1iOG^n%9(xa+|b!9=N92DaSuz$J_i)LSIOM z5pHcs8yAjG-E(WQ4dB~TCh7pUaT&@0<)h`0Cggj$H3R?tR4)kI-q-xe-Agjiq>ifU z?P>l8+3hYAw2Ao)`-17?=foi+M=DPbQPju@5gu$BJix>KiQ}+|c3G%;N7y&zhe$+E zvI$Az&ESue@`VIY4Ub0tEFP&73X0vDuFVL!GvkcU4ljNRsoQ6%1OYXhE73cplr)ut zTzJZK&8|QlDQ*5l(qaShnFHn&Z(3NR9CLF9$LW19)B|6C)^#&R^)>N9*F2Eymoe{* z*hNy5y0+6F0}rA2aG(vG>J<|k>ERqo?2xbZL*Wxl|sh;;7~Y^F>^%_dRv( z0Wl(wklwF@+1RGCgN$|ND$^9NVr&Fl*DTg@dzbN0l-!QpA z6DN5R6Wl6etk(&>e!m!Bno!8o%<%Y~juH@lHaoa|aA#P_96%M<)~jzL&;Gj23i~or zHd+v%A!;tIVW4c;J=eh7JDIPmZBht>=&OE&Dj=i^rAWIW1?$zPEpc;)f1NgxxLJZN zyV@1q3V$F%kc1PrR37}4s|OakavO${TyydQz3Ei>H0?BKqMq$ejqP5kC*n&&oBgcC zU-1;(dZkjpSsTid_otED64jMmgiA}(LUUEM&nWkYmEcJN6Xj^UOS>iqI(O8}Ilc7> z;C4VYZGZY*#DEFkM`Il)^xtO|DR8fk(BZlCV=u{q3)6NLL=A&Ns*MS+2z|n znxfd>hrXL4D5#|V0cvy~kwX%?yzN8dd^fro#U4NrXkw*+_gvr~1(c+i#6L}gC_)qC zV{-XGab;7<6;n$5-f=NazZ#@S*a#}0gvyEm-@V+|aG|qanir#g1%@EkC6-oF8|@)- z6JN)wb(%XG&(_iXXyUk_`*xz&^{M!DubrIOjq=STQ%E&Fp7rlNhb#lwFo+*-FrPi0 z=@lCSbNZ-A^cuM{^*&x@w9&Arn6wU{Wa87>v(9?PN>*Z2@QTIYHVcX?sPndAb-zsL zSeABvH`A!PU4V3}a{iMG)<MF_M(*6wy95*4@w+A*H>f}hikLz$n<7H=d#4z=8kS- zp*nGLq?&Y_NeXnjY_kfGgDuEjnr;lE3*5J|_DGy`m}P&aHP&nRKckP7+&9}ff=k+# zU$$(oNzhmBwOcO$jViLz6rwj4R!L`lqhRj)81m{X(gpwj))cUzJ$*Ekhdtd%aM@hboa&{^u@fct0uWzy zG}Qe~tFBvpm25fm{xs>4j!1*H@+CM)gEy@ZX6eH5@w&Qg$!b$X!}HSz0pI1=M-ktB zbUSQ6wNqW>obFMT7ipg4iLkxAiilwh=LCs^k8^|;*dl2@DAfAr61C?g2Lq2=-Ad9B zhnyxcwngHEY$OHjU>RS{mjuD`GW3oHg5Ba2=tvG%N0pxi!{|x-K}k7tFDR$g5X}lXlC->k2*U3J8qzi6YQFC- zKJIGA#Iu>+69?#{2nrb&^7bN+2_#$RNKCb!AE@abOeBNNiQBC}vo?7CjT>rCjqz)$_5x z`z!4WAQ)M)TXDu@XX;gep+;K ztSE=WqdS+Cq(Fl=uMXZP>yCy`^FG`UrP!nr)SRLN?ePOf2u20SyYRC2J>c;`+*Z+o z3IF0Vpcwt8>-yCOxY|tX;#TZY#;K-aH)5ZXN)N(-m376Ld^Z83(Wz$hL*(;V7MXIJ zuWRVT`rca*tvEkqcHpR{IVNnaAvmc}B=tF*b#?AZqw;R`JCK4>Z4v$g6z75(Vs89C zqd|(OdLplt6C5sBgVWdI*S&6OHID3pP8P~R|3L#Tc*zTKHt>=Or)_2Gc{TQ=6+wl^ zvYIWEFuuj^b?jg+c^U(cX1Xx?T!Bm|Tw|F&YLGY~OF32Q=zUU2%mqllyNX)7OPWzY zMjlBKHk&6mg?hjsV}#c4{Z=kG%?oS@)g>= zKj-T_T;wi~M_0(R6J6fF%U$6{6DLcltghw4xN90dI_Y1ixv3U?_H+U{|j65ty+TC?^EjW3u20uglwBv72M(E{B2l z$^D0a4Q)gE`lZ99ci^vm zpZ>i~9K-gijKPoUaj+0TI!k03%ky_)%GdK4vmUldL z&ZXDx8~MaLQ2FE{jtZGALk-PGCbY8|d(H3Xe&x(;K)`7fE{QtnIlS zjwkYmAg$3LvB6dQsbC)<{a~&SUDXSz{BD}Xg4%Nh0&nTs)!J_2h@;(_p%PoOld0PU zs>a2<5Bs>(M2fmVOS$LSO0#T7DVo~g^zqt?ur&>yGruKf)#;*_A`H_fCRA~BxBn`< z(rpQZh1C6nUG#D+Y`N6?rhn(4>ldp%-#I|yrK8~LZ3f?`>eLmX+pNw?K}HNq1Q;Xo z$QJZ%B*OC6%mruJZ5eVV{w!6*?1!?mp~c%cqoAen^SZ*Zk4@t_=&)xgDvzG3-*xxpi0^>Hw33Xdj5>RY!+MMUwdEqP%D3s^?=D~mebUoknb!bQ4Y$vt(F$y6G zgNF`MTDskmk$U}bArg%El|kaf3{d9|`DCPam^m3Zod|j*A$R<@!7D3@>2!4b9w0VV z)oawT#kFc-I$3$A7jRQ2g*`WXq(oV^=0ZyBnz$RaF5in@A&u(90R(n(!*jO;%@TH@ zDN42gb*)>ebHTrkot>GSM3AV+DmLFU5`7EBie=1L_SiQh@yapO&lV; zAdJRB$~|~d2@wTdHs4wNMe$hmf#?igfPeejpIb0oNIDV-d_o zLhJv-&wNc>d*n7wLy+_}RKPQ94$|cun2&*8WXw$&eRm?p^K1*n(Lbjv1>(THd5P}! z9dN;-uEc=zwiLzrI^s%W6-llj>HuOS$h{8Z6d;jpIPhT@+ai)cL5@-zk?)3d{log( zK`i0e@OCx`P`a#8k}en(m7ENgj_8J5BouN!e^Rluc=S?AIZoE={Ynyr#|BV>e)sYF zdtTL;{;j7mplk!T(`0kjPe5$Ne-tMrc3yuD>BPBkF}m-bV33@ovYP`mswtRdJ-ip% zHMnI><-N|$!9DHw`dxEf!~m!0!pL*%nDyF7!%63D%_p8RS^mdPeTYMPB47_t>dA|G z{EzB*F>S_pq>1$Eq+A;S!~&ziMY6Qei3XKVboW1rNz1z6U#0mCuacJCupJ~V6CQ2j zfwUjivLmYQKtp|Gaxa0`A9K{nykHwWkM};3PT=2g5VJvgY4zf>CQ%#(n*@qyF)J4I zusQ%{5ZY0{fL>)oX zG_CNmG0X$MIU!(>OO_i^4cRI;e2MzOpMWX1P+(yvuC=|RXI&#EGYNCOeevDUu$?gF zyC|of@HAdGR{mzoq3bS^p)h=C__Jsp`)~y0lcar@-FqJRkv=}1E;s3~LaE=Hi_yCx z$rOJuv?-ZbGI?qJD#HOeiFY145k$SJX~AUpa{X@a@h1gwqqc|Uey93F7kq~e0@ZIG z^Ww_#FKrhM+rTq1sL}bSnO$?4Rb_0fPok94M`AWC-o<#LiF7*|@#-;!tH0Zv^y!or ze_6cf94PkUm)n2`+rU?enN+^%VFq80pWnz^7u%9IS1&MEqK;kbod2ENcIJM7CEx49 zTl0*DbBM6VVBz+Gy zNPv8D`w7%_MEY!;KX4^3eFApeNNTdXTPPd{f?OrcC^muYbq|UrZoO6?Qe^sWuvdIs-%SH|Iag#eQ^;MM!sLXgQ<=8luaNF8JAP0CjA)TU$von!f(@#sb5K(Nz zQe`(Q-g^>jC~2xrz*Q{eTNmvLe0r0m{H0lM%e6d{S?}U^{~Aib z7tM+X%y>H?2-_Yv3KQ!R5CkE0bmv1ZlZ^w~|L>cgUqRz6ZqIC!2lw}o>u}(2@b1Wa zPf4b)KG)?YbzM?9SkPYesRB|LO;8n(WwSzY=Y^AUoOb`#iZE`k>%8`qA{5=>1* zr}uf1Y}+d>B*+-m|6ag@_N6%2UU+#MDVDQw z!DaQ)D`v$XvU(<}9@ong&Rq2BL!1rq>M88F%GyQ)N2+B#w?r*x(4x*J?eObtsf)eX z=KPV|aC!+x1m_VL$xPQ<@s@mQ{)3)RRF&L6kKgAGVR*t5$!l5@tHkFLYDoUOiXRLl z2SJoa!#S(O#B(;ZW_QAVJu;wg%zZsl4=~5P{o|wPKjU)8(aN=pL}VjfF8OoBlBRWH z>ud+)KxGqW(iqY4`>t*J$u@$guj8?MZqq1EPUvm0Sd!?;wp>yjvpE|lqLv1Y?@gQb zQ?y>Y{6Gg+#zd)A8o;Nm7`dXkUWuNtd=a5z7_IwFsZ3n-!261xYjwSy=i8k;#a}E?Q zz!q{4!Z0_H0T3!No3PH-3_V4Cm2#g1amRPd9&e1oi4kli(9?I37s5~l(IZeuVtVwh zMLs$xt0ApPhEIWG2a9pg?j$+L^-XE$d%7O|E_hvx7Xfk; z8RZ$SX>QDKbZGIH94 z@?wy^ayRpH$rzQE6I2yX5dH6ajbKX^Z1DHn%C|EjuGUr-nH-Xzn!>k??-QxHAQ!sU z9U(iL{~)+-XPQ^i?!=>14uj~vQpH)aQ47JoLa79e6$QvIyz_1NwNsv>ObNqxub#&W zm5Dvml*3Er{9FBm!-&t&o1@x}MPr3y(`n(aItFy9#O|aCF-o;KoNwf4Mo!Vh+T&-E zIU=iJqwIafJ(5#%1Qz8T3DRJBi3Z8uwR5P>nk>0b9L*sfSIBb%orEXK;*#cf;#`!6 zAm73W5oy7H+kKU(2HPLvtC?eXNfQK1@)`;m+=sc~@y*AElye1d6hj==<{#NTs(Kz# zL)baF+P+#og%XkC{?6dFhEqM7*LmpkhqYOGuu7Zd<|iG!`>*Ga-$mA2Q=XETv8pkH zu-MHcDb?}hq!rRj4JTmqDLcBgx>H|~E4G4&ew1q%wf>c}9z+>S1k%L5f98x&CVncA z(C6EaCj82AT5>yM{2xgB@PnG|E1Fnml+}7U(3LuN8*X;aqT~SFGmb)BfC)Ta zo|9a&?uf?@keo8b4Izc zc~gK2NB8jJfkX{r8%Z;Vh~uOU{!;G3z}~ksI6#!XVhv(%5wBfK+Qz<#wFmyx%$dI1y~ZxD!qThV%%RnSC&4&T93-e{3U31+amD z0!H-=py?kJ>MRJn(0532r}=t(`Yu;Av7PDs-NeC8qc0rn7q?unr6;L0+shO%UG4GB zMjV6J&$O9W;uLM*>CF{W%qpCX2?M`7vD>jd*s@8H^xgl;-3!xB78MU0o0r2j)GsBja|S8**oF z{&K0|#QnO&U(8W!3P2tCJ@HY$bUPD()uJB~+tTtT8LNF!5NZg`++@=}!M%ppGTa3c z1&)$p0PlV{{IqLN9~Y$N^UpefNEu2<=gfpwJvA6}n4UEr6Mb^36_{nK?n;d9t0cqr zN+iz{h?k#)1Eq9ull+=Nqp{4~mKuJEYe8%7@Jfbdtst3O`#Y>hN`=&DVxuZd=x5vM zXiM*}?f2WF1UzkV^p#xd#GfL*_IE=L#F2iysULZ8E%1VLUUAcvN}?7)|IKaORcZWS zZnk>pYlNDo^k5NwV}hXEMxHzLV=ZRGHL=Q;LI`G3p7xVn6XPGdm7MVbI7NX5Xu+Y$@BqB zpnVrfo5>j_TitUmXxN)w)i0#D11CKxz@ioTpGxB}* zf1R*grAg+fZ%P-z*EDD`KQSM#84SA1gx9rvo%n8*OuAHLrg)f>#MM|l#TH;1Z$L9B z%Nf4eQYNZ@Z(v!m?Qi}^f{G6D&9&hbNGh>Da0gDNCePQeV>0GEH;hgSQg8GFMDJux zQ=|XmirTAOzJ9tMymyQT;gi`Wnh5kQ(XY?RT^x%Wub|=>*XnnR=U_Ns^7SF}NczPo z-w&6K+`Sq_6x*sAvt(KQaVx}zfmz}y@1wh7{|W%xe4=<4#L3I`tsF0*9vJhp$^0#X z=gi5TJhp*Po9!d1%-LX(>)^c}ru%s+N)IV6^>Tg%i)x;R>Vj-di~5yOEdC=`V5==Q z%qfWnN+x=7`V$-2F3F1?E-a+L6bfetpyb$s4Cs)N5)gZqqyf}S572!pW+-;tC@~;S z0yj=;Ft~fQ%IhPriHqQ@Ks{^U_SQLjabc*LubpytAfc13b_ylc+Z}{o8{J>?-uI*R z-xcLr`fpVI?5BVt7K{EX)IOz+KX`Lv#44Y@RYRua!j>bmON#Oxkzyo-%vFA1*xGc= zb*4%WEhgI9y;=FTYLS?+9c%P-e&&04u~(J%(pnZ zez`e(Rq?L2j}s_uIY=uX&4=|$l|!dXC`qn-8z~kV7SB8NK6>iisoZ!E2aMrvA;aJQFQHP+T;qFk zXplR_S6tZ*n{{R(>?CO(f;^r0*W&;5U?jb{C=+SSwxA)fAz_~s3_8)H5JbYgpn_(_?(gvlPH)ete z+W_D}#CdIq33)nR>iPR5)|D_eSqOIGWabv6>34HR0Xx3zU7n-sUSh5NH$Tn)qpA_V zUAb!!}0VmB9;?`A<+JO9(g_ses%xyg3SrXa{1 zp^{<}mdFeDTqaii=uxRK<#>19qUMCxy?Eoyhh4IKvUn7m)^J*tTcWF@x?(&_bMlBa8vgh`b9yze4pa6WPP)1StG&Rn1jx&dFj_fOUf z?V#;bkU$Rt1DdJVQ2bp{o%UR8rNq*wNV1x{-4FpWn66RuAqfItRpUSpk4eJ`lYPRQCH%Ih8~2}rHx)OSZ|$jQRi3I2Wl!+d^7`GkNr+<(n3Jn29UDt&MAgd zrl($BBv5=%xX?2={7HIUoQo=d6Ig_G_K!YUaV+x%b(*G^E#I7ZPK--I>@3^{bSJ#+ z=-(2dQz5Q`Z|y2NI%X@Y-!og=vQhI*dZP)QLuCnAkItq~jGmM$EAwC}k2A{#IPmq+ zfFzAp66fm4B(?z+#Cm6~pGMT# zHw{uBbM4bJFGX%!R+62CO-mJ|2U|m8B9c}jFefaTbIx%sZood`_Joc4MQ#Q{O4I=) zZkN{4PU1)6z81vJfO3HXhN^OYkgnr|z1*Miw)&s?=@2OkkIpTH;MvoNREV)1xvlKNO!T#apr^ zyrT#wq4>ecD-In!mv8r$p&c)^n*NkJch1PQ@A&!?>!1GQhbh!Q-;od;GIN8o&OZ8m zqdMyP+R9#xqpYFUm%WQ+NiVKji(|1Xu?KKPcNUN9Bhbteh@O}HSb1Mm(DRXSK{%AOXZwU?x`gT-oG!8W4ji6e^-LO{5VOxswCaKM9K5%C(wK`D|Ra}V_o>bKlJlqJWM3e@LVzqEaE`9g@nF?H!W5 z2s<0p(+|w7DEi_$=*R|3fema9k|G6MxezSIC9nwgZYCxQvd+kaRj%N(OpaDR867yRc1dTuo1~G>?`4< z216~&NxL#g(Yw9L z58zFYf6c%~#Kec+hEqT#Xj@w8n1-ENgTXA^k=c@bwgH2j{Kx1XK^1Xx;K#8&X4Cm4 z;vJ&iS{Jvr<<=)$vb-}kFm`C^)@gsGRrUs<{Ty=3!)+2>m8DWBvNw0Wu!`Fo^hm63 zE=)7!xJngh6ubigEi8Oz2yb}c-x{IYAHnX_$6ki}fzb^dZR>Q@^dNvZuJ*fzbAhq( zZX8<@mA$_$F)q9Mk6QZEL{PuJ78w1A9MFb7$|HI!Y)X}I9tI!tSFF-q%Vp4_R&X2T5xG#N8^hEt8LA$lUuoyq&dG_-}HdJdRRm>;W zXmq;(@!)Wi_?OzSr$Yq`0O?4X&Tua@?hDeB`oWS)Po}t74{0LQa9Tk!vvy_fCNciHfMf*nEr&#lBn z;04qHSN!GyEk6ZSD3x_a7S{_)Al=NKwechTti02DQV`KDO@%XvTc*T_XddC&N~JT>Wq4`MVyG40_HF#m8~e3)z!UCRQC zKa8vnRe!P8Q27;{Je_{XUE^4xKo_Q2TK70Qsp&Z*8!UAzLQhRq$ zf}vKk4aV6CZRNY!gq^}Lca2uPwZxx|*w0E?=cvtd7L|J;5Sc@gM{cZE+#_nxHN;S$ zluVl(yeGL0Qd|~oK%CP@1zx+7oR3dF*^|{n34%ZkCAu#UyT5Zyo0GZIQj3 zp(Tr^YRo(wW=8Vt=Ch{Q!U;U}dK4!wL`p+SLNS&I-OX8F*P6s-!PIi|P)0jcDu(;E z2(HwXX*m)hCF+W9_q8N=scI~--&(LtpLr<0>gGQ{W z%jDuO>)|_UWRK&jVB>E)7LN|9I_0OUlTBS6-I&z|UB2r)ff-$4W1Fc4`yV42e^|d| zM6(1x8dt*R&^uUgxrysFjO+3OP`c|eLSx)fL}OpCq;tsz&N|1@o8v5V??b5zoh>hM zfEnukG`~#mii-!nX`poK!_1}2ZH{}ebd)bItd9cLyQ_cj-pa^re2eX)@nIrI|Xl3>WTrCl6}2%t0lKIHSQMD+_tT@^R$v%#Dg+4sR*Se=+*wdc}*4p)7D ze2f!U?_TL~qs}c>-Udg~HSo@GzwmFX6Z)LuPhxNeWRJus7TQPKR;g1l*0cYQA}f8bAe(X* zdi-RAKK5^~R2*2|;a|4H>G_HXnWWcd-jP^m;tJH1Z}w9X3-D=sh(C0#u&it|%&ehE z3>__e-C_(#^Ur%;Hy%$!L23IOQyp7+O6kZ4LU|c^EGjR4H-dahoVb%+uYL-bE6Y~~ z!8pq88)ZPwThua5c_Frv<9%q@qoVmVOO4)RJ7gN{vvNM*W$fjX&0>Fkf{pD+j}oT` zO!_PPFQM&8uLM3iBqm_>S4T>QNsaPDE8HeFtp-LluiMi z-_+l>qp<@_HeCEh?{Ig-T(W`PIO4h%Z)Iht{962;;gv%V~4h7zCe!{%cb z7%0A{*e}$!ppLMEx*Hu8hdyO?82FM&{jH&q)5YHlRZ_2lW~L0%4LYyf90T+1Vv*ZA7L_HB1=k4O2b zz|J9unXknalI>Tz=l@&;Zz+FQ*hoARjr->6a-Zt*4~fL5E{bPg6E71DLV%<)JVL}# zRB2jDvh?+0!~wmUyW>TYp)eIOSz}!Ng7PcSOBJZBy_)dA@Ew|}{D^3XLojpa3NSw; z(UBsj0q%5#RR(@yoG#O&un!@fLw4*FpCa-e^}9;atRymp&L<24$fsdDzAAn{dKq`` zGHLhFWWeLE3jW899^#+t@Ix6cc=gd`%z-1{c4cGujjBJsD|cNCYMd;iBUeyEANqML z+x?ub;|+E5ak3Jd{%lcQbM2g-Da?EVQz3x|4NSK1*ywMEJ4hLERfG*3^Zwvv`L%vB z#*uyXe-)i&RFqv5h2LQa>5%RY3F&U6LFkm3~JI>%{&T!hN~g+3*TPt?J#;ZDAiK#!FR~+XEFzd4LC+u&?E8%9`Zkl3cLG)*2}Dp9OQev6?eWYt!cLWhAn zi`e7n=Ev{bX<3ejO4unEI-~pSF7jq@D{A`$^Ie8WYVLtY;Y2x7o@#D3KzDnkd`K3?@I` z*O6iFWHL(hU#K!NwJES}_%#AOaD%a7Ov8(6a$#wG=@2x*D*i}jR1Pm|n%4yyer+5%wc z;i0{2j^1!ExtD%4i=a~e*8+q8GTouYI&z;aN!t0p`XTAMeObamW=?VuRQ?(-jy`60 zus3+BfOEh-LL!klD=!U@VE6$`PeCD&-Yc4D9y(h_e$QgD!=S4X3=yxK=|kl-!Ug$j z!eo|;76BZ-x#+Xur%*D(IQO#rU=2mO=vsv7iw0#Tj`55Dd8BBGhQddg*|Jb{Me8~> zP?Mb0e#nM_kp!wLnu7mKDmqB5MV;)B`etgi&cNY`zw1!fr~!P*+V*+DPJ+>u6;)TJ z!Q-lHH_p7GaOLY>$A zhP8(zowhhJRTAAQ1RvkK{ zDyk=(7`8QHOL-9VW9BNr@kIJC`;Y77YT*}8{Nhjk^Idxi0qEQD&_XM z86NwPQXI02qX=KCI_x?Joo;zCI(L^@Bt;Q|O=rT7GF>CiJ@S4k7j0}URU_2?MsTS7 z+O(2`;X}COElAz93C>Y9;4(Dk88$Gm)MPVCufOk){!iG~Sq7MtJ?8es{LEM~7d|zY z;6}`z-Q*xSPBe4rlW1Ifz*yxo-Yf(>f%hRKgIyCp|4428Eb}ThkV$hhb9Kv55~$X% zwUz`A(Tky+B4ST0p6`A2adZ>xF3*ptO^ z%)P2wYV2QY&Nr*66h+}lm%PR}?HaMG|)`6_|Us~A6o+>P?DaNPSU*rZ@YwF9jXH`jF63w+WI9hIJ-u-y5f6)g~;o%0$!0MdiKNG zM@yYea^yV#pN^Y3@)s%}qrq6n!C&NonIJ&0BQC6TN z_(9ib@+pIJFL4N5d15-KKF%l>k%QH(vY*G_*YI=h`~FtZ0lujXN+1VXIWNHsRl1cu zUk?QEpiipx&Mp(pHw37?%Py1UmO)LXkT=u335Djm1l6neXqv=y67GHGSxxLHrNBBr z_B1iG*p^C_tF(*hRS)xJZ(k0cWBcrYN$hjicE)!c98SI-*^51KjR{#H;F&7jVrgbx zG_$lLo=C3CNt#MTYKuvw_q|ti5Hjz+rzvlkSTl@BJk_mD8XUI>OBh!l+~}k#Kp!Ph zgshA;$bua{ryQ?mjrG^3AE+{OvWKgLzN2Qx|JhmumtsdrZi%WEEf~wMOJj>Oa%CN7 zjZ}0`P_56c#U7$~nCSZkNt0)&hq!Ow?ev-W)^;l;HCXfE-t1Jm|9JU3eL{q>8#t|F zuN2E{r8$rDTf#~NH^$s!NIBEE&$dwXDLRflQYlbt7o?s;zFe0zK6^D@7fC`tUMo$m z{#rBY&wVFte&5ChPL@A?<-a6fc}NUeIaO>QqRh>-f9@mb#nDo(MZS*32h+W|?r~u# zkIqsTx3vpP>}SuKMTV0+?O4#L`7Fxk999nS8$&T3%fq-Dln5P`iqR5_^hI3$X=P$U zagOBMZlm(}b0z>Vn$ka3*u57`pE8^}k zUke$8{BqY!!Y%?ZraT@$ykb-KH=f-ciqjumcNjoXWAHB!7B$U}1-X=EchPeP;TyeA z?X#Vv$FCQZNh^DZGbLk+0v!dNCIn`I5k4kS)hbH{^)>GprV6UHvFT+W zcq(1oDne!&Uw<16Ra+M!NcY`ulB2{@Ce>4gOT&T{6QNW|Am%T=U)3PpO+b`VdA+}R zsUD?vhw&snGWloBDT7&Wz+yL2vSC#{w*awtcdPt$TGi6m(us1=Pc;F1F5Cs1o-<|n zbPQM;hIWr^v&4^t%W|%Q&sE2;cElaOISiJoQe#pMn5~Q|2FUyXV#=vbN%1^|dKPzX zRc%nMe+GvY&nq|1^Eb-0A7GhWi=M>Pyfkw3v3IJwvY6CbD-(uLk@fpn?=3b#Xd<1p z4vRn>eO49&)tnie26ZoHlFYg`a4^ zc`8m*{g7N%bUifkK0w7HIk~1VOP*KK@9TH({xymum3ktcKsc)c_tGT$Ess*C;%jv|Xx8m}-EM~f!ezPkoH%Ggq=0ug!`g|#28H#cI(hp zxf;?=9SD1Z^xKUla#b^@69L6j8$u5{@um|p4o|0%Bogt3;P%OuwkQ!_CK;e&6hFf? z813v94eTW758n#^iEJ>0`j6KQ2ZDupo~DT&W<@kX3g%`O#jI(JLfaNZ#?t${Ow_pb zj?hk#KjeP^NS@xD&E4!HBael&C-|DNlxKKyh>OKA`94EFN%q+_Gpie1x7lgIwT znVcPrvpq;ETlx3oy8yf^OZ`oFWFGPUM(7+YJ08TG>jFfxhLpt zC$u+Y7=8^Y__{f87tv`St7jLKhJDk|{R^4XC~k&n5+oWur!-_N-`SH}I0Nz+HZ9)~YBqr+ zH_1l+JgHCe`V`AXq8XKuA@;Eb^1$OX-qTZbo*G0glND3a!>Gn_MEMA7|8j6lWk%dbz?DEi`D} zaXNh!t0qy;V_BEDIQ2Z<@1z|bnWkZq`p66PYOr+RY(> z%*>vUy@@hs&9BWw)%PJ|F$;VEo8xyi9#~z{D8Ux7FFpQ7(cgg6;^XZ|Ve&&>2x?GL zJqOzcku_ZIZ;ev9yA^HNYR(1itITW&U%!gfS!c}XxByU@mrA!2fokfY)gG(PuOW#A z$wqSPD0?dD$Z$YKaPqC@fDbU7{IzvUOSZs)v4rc(92B+RU$h?aMzW(QI;#5?0R`I4 zr=W$ZkJ-mH-lEr4eeVw;=(by=E>D@2sZ{|S$asPW%U*+!JxRpSf~#w`_a`P#iJ$`; z6p?XeRVIBs^XQ`4oHBK&7u+DZFuC)R+!|1Oa6{V8=(GHXY+&VkR*TbeecZ$FY4G3H z6bRL78fLGeS~Hb{gi{$m{-Niv@nRM14)+PLi2Vx_v%YKv_oe5pLAOP)jriMf2%VvB zJKDV2X9P|W4Dw0AMk4G0Ci%eOdhQlYTwpU9Hfs;-pHg^Q{ofRCG8WayDkIsmJwoKK-iCF1Hc$MF_`r zXr_-#3>0xT^CjsXzdo@wKz+ttvNyY-dJU)0HRT!Xoz0^LVX2>98p~Sw?K#AW65i`( z8`wF7x`-_=77!3#7m~rXP2Z2wv-5h<&Xe2Km7iqqt@ioD{Wgd7uKUZxs+$Ra<MG@v6r}17*gFfp%Ub`B(lL$ytk& zI%@BzoaC7tW~jlycS}chE3(#G;{Ng5ocymdTj0G7bzP(mPhOEWUd5BIEOV>_0p~2v zqrB54gw>?j{jgnrmDeznBd$=_PI9!Vr;cRYTj*Ezs=c`Od2Pi0!P3iYMMGc1J1eih zP~6uUMk_wUFUywBuHpf&V7-X`xvoD}pNkP+hF|!8q`l+GdMHdZ$r{(M#dvyR4IW~Q zM;p~yNd?yiBvE!Rr0#^lEB{pK2k#vEUj+?3Du_u^5!qW~M0&1Qk) z$?vmqkF$=dV)*W~jpAhwgP+UV`xeb0D5SDDP5kd?11W}%3L{+tv z1z!a!p7d;zhpA7rU4x2i*rNDV+A&*K?U%!6by+JGaeFZyMBk$y)o7%II8*iBNfn{Q zrXCM>(qfF!wKsFuH#BChBF^sKOlsdKrnxn(Cg?dNc*AjJskJA|y}lx>Rw?rNTQ7G7 zSykGz`Ss>iI`KlIK|FgnvXoIL*jh6WKMm0Pppaofn2whT&yxXYupI6d2B&TEFG8vL z8i<|+JN4_)SY8gUqj&W$f~VGvJ64ND@hnHH5zEaT<={%;DM7A%pP5Fq_D-z zgL4o_W&Y;-q_f(!3AE=Q5~P0a1b9Ax=-H&JK&QO;m$yG&O(pzH4@ifRy?7!kP(^{A z6uky#3HSj0lC1q9X`r6XHSEFr&}eb6>Je8W8U*k5jD>BdLzBleQMR+s(ql73gmM+_ z>K+~1TM6lq_jZF7+oz}FRX4c&`(~BA%)H88#VXShTjs&JViKuPR-20~u~6h$lXd%O z@5uEpqhz~0Jh+;G4ArNQVBWx|(2*0ZO%{DxWl;yq^;pTe-7{GAmn5Q4OB%BExeRwn zkof*Q_c%(D&3EN5M7rJ8Jmbxik9Ibr9ZnKiJ{Kz|&r1gAX>|WxwRh+q>BOxZKKNa1 z{RM&4u(gpzU)^MXldPZC5=sU}E4OU4d-B)D#6n7IWMhWL5(cvA29XD!n7h&>>w1|9GcLiC*yO*f7gPEbBclV#shSZTm))WV z+A%+RFHUGiX>U#0?G|<56Dg35^BMec-SKomNF={{=+Y(n7ozLz``Ci zjyh7LRudDASE>lUr9m`r$GhvpGL%_-7yg{u+xl5`WO%SUlPj!;MO}>&GKsmI&59^! zE3W<|Ra!}ZKOI74UI!EIyz5D8>!Utmhxb-t=2wTWt|{UdV775S&cgXDzSl-!ssf(Q zSsat@?`YRlKNw zRyVm<>b!FQhy^A!^jy;n{qdh4(Ac0j9s|(B4=ah9g}zwrWVt;e-uJ z6lehXGS5_Z5I7>7rv{(6CgT63b=KYCk}mTjXf4u9H^Y}MBObRP0&=G9h(Jg3+nqBM71$Z_q%#8-kL?y#XzP{ zO&2^z)tDI-0cs3}d{^<5K<+RRwAW`=HBf_~z}&c|<5DL~@9b=T9NQT!qs$4cM9 z;pwAq_VVg1ZuAMg@W?6n95HNGx&*iJGST=Ar@ygo_<*OOU-|7XwXs;e^$`rRQknq# z2XA$1%c%_4Ep6G-`ncf94!K{EcuE+On&^e?cjijtPL^Yitf!-Y(3@fzDfF3Qbf{Ic zlvK8WOrf?a6IU(qK2zh>(M?lqeu2RDdy7<9WNi}G*z?*AR0rnAg@Uk%TpOR%_YSwx zj45^v@)o{Lwi;yE8yhpp4>~CDUYXbCL!Q|oNp}SvPP- zpOA$O@X8p0@x35EWfAq)IUVJd4qerD4W-A#Pt3%r$B&wgR5V0ese!(ED^mPcd_Vv2 zqVbR=w#?QJm8jB6g?8oR-kDas7(5EvXF6K^YMWQ^sjziy)+ur2fc1?=Cbs8xT{ie6 zp8SQtRYbF*_Rb;9h z&Uo9ERhdGSnUvNx(Vn7ooPcgz&8ce6NWZduj^-(U(>}}Msx0I7Z>3lnS)s|T06lKL zN@L(eWLs{V9z}QcZ0}=a*_Suro6P+VAG|!fb^k(T0QW%$BDcy%`GsMAW;PxV4jT)9 zl#k0TMtpfS%G+31P6oSr1 zmQ@NTcO(6NY)7i(Sf!N=;P`@5_B^X^vb25AD_JU$HLr<2E^YuM>gb@bS!L9$MnLZs zv?IcV;YUX=`{k^I@>$Ik#pooW_*X7jA%LsMp~i$l&Bs>S)-9HUO7ty1-6(oJ?(u(F z<1nh42@EHCP<45=Wud@n4c~YqMzI?ri$iAHftR;syA88&!38h)I^#Ux2#Nd!RJ8Z542Mda+yP3B_GJvOmKQ5$Ph2&?4h2T6` z*Mzi?W?R*TJI$>>!67B1ye6je&K${#CbW!A9E$!pGsWDaJ_gtf~flHOH8|nlz zJ4x#kA1qg9Ebr4O3&OI?3}-*x=&3qYsjxmFpU)Acq3%yqxVO#pIZmF%?RoL2lCQ z%_*x(du;*3SSwk)#6>!$1TI{C5XrE;#cT-Vb`Ji$f2lQ$Mu5reg7^n@GtCGY;jIIhMN)wtz)+~2k1^{9i z$?;OBAsyike_ud_NdrmZLSuKhnrl&i0=hglA!DV>c@Dn9k;c2THI50{1)){LZC#PC zDJO4CMa+V(Bho+tt#@ryGtJJ$$*w{DC_K-_*ila-iE6^8dXbbB2U9b?8yw!zs~G%XxMYSinOJ-~-sbme6y{q-)D`YS4* zL7f({jK_Xx*a-jn2|hr3YK(Cmo@rG3m;9V$7z8D={TRvQD<7=uCAS1&_%SUtPE~qC z33d(_oPk`gdpPZ}sS;Y4U1IW*fD(h0e9bc4(L#L%t}`PF=5J$c?YMIZLSHAx^TKn{ z92Y;pWWpt_SNK4za`le8RB%qh`*Zkh=bNPcSmg!s`wPC-^K-Cf@jB{IKWdJ^@5C0H zJT>q}8#CFdu=jf}*D_ryNp3Fc_v2OltdekoWyLH zi8@G@B(&MMi`kP4Uy?(5fgOcnUV<;CHEym*`c5!l->eCaT6P;I!_`Y{k6boAD= z(x@$Nr>UzU;TIYEac1;x2O!MNz}~DQH#<+8sk#i}BK_qBq((T2uW*1(CI*r%vLE~Lr(y_elSxEsMzO3DU0Ol-mA~o}_Iu3LA5UyI9d?<7RTbg?ZS8h}_Fk(m&jNSGMQ>O&|BjS!@wlhhlpbT(fP;c@4d1NJovndpcwEV%Ud+hC}iI z&hj7C^<(baWz9>>{8V2*j?umm9$iXu@9`T!doC=cp*|vn>!cON*3y!28zU9@M3##F z#uQ|3B^}OR#c52Ex+kD@{<57+`PM}e@lkYuI%7Ei1yllSVs&`07#7?pR);Wud&N3|n6k(? zJ>|U)XNM`vFdP*wtfv=*bj+<4kQVS-Y(+5+jnn5p<-_N zXlOW-WngL5lO|cx+S}KS|LkA9i{a?#c<-KjOh`9)NVd`!V0TvT5|1{(OG9tKi35T0VJAy3Xdo|-j(#0y z-NG#$x*Av`i`r|ZM3i-s{@^!!YpvTN@++@jucY^RRLmGAChF-PJG}KgFe*#fc1&;F zT3?8X>AG+r`ax)ua8FE5h6f-gY?k=>mgQg0mhl*GP~F+T5bJPXbCMU3rJSP7Pw&91 z&;2&yUp!-7eH!Rl@mSR8990wT>!A8l7rMyA8$%%C-2r4yB&~F=YqZ5VRl^86HL}N< z+uR|MV?gazR5~pOGhg7TmL4c^ARzA^n~#FB_g_RJwee_F#9A3DGjLA8bZGaqsea56 zt+Tkn4Mmgi6h00T9@>z@&MZx7lf{n=A}+5Hjt?EkykK>RsrXh@5Z3mZ`7tL~LY1ql z7cHKK6u26^OwkUFV>k_?8geyc0|T{&7HI_8p2`J}TVj&d+iiXOmQ1fjFk*!r^^Ow`W}BPhAC zEt!xCRwAZo4kltRkWUsD)fDF}=fQ?H6Fn%n2i98Ux;UW9DT=Qkc5G0{*PbPludjmv zl+j;WbdrxKB|v^4yP?kfA0X;v=9}>5>`G-qM6ypvhIQ6DAZMOu($4nVILZY+TJZbH z!K%v7mjOIRab>DbMJ(S$E)wtJe&T2a96=V2-TWFpP?@>i7sKB#4d!MBX{y_Qs57@& z=}4BnM7n_@B|d)#p}Yt5-__jlo=2(l@G2Fe9f222yoR*BB*T?z-zk{0AFZ?yb>&|Y z@k9S-MramrBE0(VWbtD3a?kU3(vwNo=59uJ6d|k#3@XD!L=GNXr_WNjJGX?|(NeUN z#iZ4DGpRX4)=?UmTZ%C;z1Hc&f2()9)iTT-V;l!vh0**9*^_Uxp$E8KV{vIgoC|J! z`yeJg$Z67aELo{%yHE3c8;jzmsV`wrvp8WZ_)oCV^& zW2r7*vK0cD&GPOW)i;eXCEx_iKGul#@Rj&V{L8UJz6^)8tDo2m_#qq%#X!&qYYF@8 zBbQ`gkh1yIaVRbPHI`@$y#|#Q&YC0#!Wl<(81FBn>>ldby{+kl1opq^cn2>?ndn`pT3_$ixb|nZ5N+W z+-!t0R%Te6{c@#6G`Kn**Mp$apyTi%&H72tqC>mTyx~#_BuDZsEcCzng%l&OBipeG z#ua#4HCEU&o260pvp72e#V@M!I4KFd@^-y+5t|`rjnujmX)vvt`kin_CI?-sOCM~m zVO)=(I_g_|kn3GIsR-6R8ZLYa#S12s^=A}In82yehy2-LEB!rNOehrcb(c(ud_!oE z;b^t3ePh{@(>~pw9if zl|C8>Tt4kpoIWLi`dqeJ`-HfDW`8hGap zV}3z8C6sOD8s0RLydMy04jJBi4pR)OCqd$#DrlbAk>;qTwvIp5dWH}dP!^7}xA(yJlglXUwEwysOdJL%E# z5ZK`jK84ja*3~z9%wc`g>h7a#cJ<6i#3&H>hwUUinp>z2t76D&_KMn*AmwirX(q?h zHgWU^A?Pt_{CT};1m&1otbjMFZV9SOGgdeDJD%4!>;oheTcSC5JLFX*WQOBh#>b4c z&E95VDjlkBh_=>QB}{e=L74j7icW4(pVWWXUM({<&5BhOd=Eb=EU%YuS&@MaZ0c%$ z*JX!F)m*R1@Wgqp6K*eZnWaiI%$4|(-Zb#M2>$ad@>VWaUvBla;C^M=dO9|OOj;`` z;URn9&b4C|taHJJa{5^2LJjj>eKnbz1_KL2`V0MEfsJxBK*5(dL`B4Qw5HNNI^O8| zHt3#`Z60JE_cLD5h3uM4a`|zg0n}c3RlYnJs9$|_`$EH`cv~yK^N`6QT>pUSI@c9{ zk*Wm_DC+rZpENLyr?*oNH$LT3Z=>7}J8cn>(YxwF9kWPj)T^e|`djT|{7!?I#xHiN zr3Q-=W0F1C4luV~)b-K!5nSIlEj)!});?BCqbO_VnG zW`oT9Af{#?pt}BsyD3eqze|VF^Epa%;C~G2W1IHX#1L2&D^a{nFf1o*Aft9`yZtBI zig;@EwVg4?ZOP(9EkZlp=65U6&ViH=a8Y3pHXnIoQ2zlBL49*i^SWqXS{umbBV(e# zA^4J(Zi%76n9sY}VdhHYz|dxLvU-1Lf4;vBzJa5{D`5BD_R6dws{l#ei3B9$TsZj7 z38IUg1K#5M4LXsRpfJsh`VErWk~{~4`TZo4ngw{-QR>N;k7Y^7(ch?UNmoI?r*PvD zbY;Xa%LiLbf>0&B%^ZfKGaN4%DYm-{qd6P%E2)0SRLLJv*|Z{NSb5Uhb}IK4sUmui+AZcOMdKUq6`IIOTD2HUNuq*;3#vuAXR>L z{HlDA*!H31BqdkMO^8^y0AafPbbDCuzxE8Ci9I1H^HrD$zT(!r&^*!X4h*%t8}RmY z1{}08`;QRd#x`x&Lf|d~^MBt_!+|>#_T$MoZ=kp2M)b$HX0MIm?;z``eiTr->O^jU zs8p#ZntoesE>#jbV{4v{>cM9HEF2{1&Ql|*hH>O8dV>yVm}3t#<)~x_*n7Y&e}gW@ zAiuk|Y;FNn;5i3@A_nTwl9?pf-m-7hz- zQ`qh*1g40gFzkNqr7tOHN-ksD;ISteDbLiEYK1YRvy37-D;3$ciKMP@dL6;_$}I@_ zpIF~HBa%C<#LTG-Z-Y{79vh$xTH9pujkp29grjb;p?TXVwr(9rdDz63aQdXnI4tE_02w}M zhz6i*l*Z^*cvf~kL|92A);k>N12tt|w1f!4?l|Y}CjMYSfN}=+_y;2@ZTfS52!LiQ zW8h!o9@xNq189n13jjr#TId5IcBDZDOQ_|2q52(IQM&S-%ACqU5f{P`wPAN3vso~-Cs7d!v#9BPt>Yf z&P|Tb$?p6E$^I-k9ReGhWNmxk3Ei>vE#mwy^ilWE0ca~Mya8+HmWO|#^}NS_hOhp_ zmEFP*{z79iCO*(j&xP+_=r#VW@0rQvUnt_h*XL#gqv-a@Unu_d*5Y4C{}u!et_!=f zkMD8=i*L3L{SV46rJ8I|Hp~7(3{3)eCi70`fja>^cT1<>Xp;7`0xeJJV}-Y2Z~j8M zmw&R)@0UiAl1XdIw?RDMJ-GGmxD433^?SSkA~5$L`zB{DOkkN06lHSGR=9Le+u~IXN#oaLii<4nPF-t)j0V7uzVttATH0M&MDl;Wi8%fP zHbgk7U;aXkfs3~`D2)q$?hY2jHBs4$|A2G;;iCKdL;t1K?aR1@i+d1O-D)uoDLcOqUI4%GH literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/19202244_GPDx.jpg b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/19202244_GPDx.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9720a586591eb06dc198058f6b4dfdfa855ae146 GIT binary patch literal 33692 zcmbTd2Ut^0vp9Z`-i!1upeVifD$+!HC-e@X_Yy!sdItps1(YUT=}lT_f^-3;CxA*% zR4___|KTm)eZTMC``q92Kgl_nvpYLGGdr_oc60IZVgsPMtD&s{;DDC^jsO5$APGmc z)zs_^jPy0M@2P_s06^I8;OFOcg%be0eS!isjZ`fyEUh>Rr-3T~1waOXmxEKFpQ?eu zy-V1~*T?1Z_usFR1puT30CR$uwEjKs|9r!Db_sL>vHHN<*E!J18vt-b0DwTi$uA%X zyM!NsFfG)?NDYKvfiT5iWkC?2({%B13Gi^@)C_P4=QIfLb@lN2C$Ilk z{w0n7^YZozzU1}tVh3-sK&Y_}_{#_K9OfRNWdy=Ri%c1k=Ac z1*%zrFb@FWlDNBQU$zY=2n#v8+))Q%kOy2n_h79{`XC+Lq`(m4%k)dQHNss@4}`(G zaJM`i?izqFJqZ5@@HM)uiwgkoNL;)$FY5y7;|cf$8C<5zfUtp&m)>Pvpe%SvE`fi@ zcoT#hgWOHD{=#1h3NX1Wdr9Zq)k8xYgh4&vbNYGxVM9_Nd@mr_=#sY^AROxupsoqR zARYWyEQ(}TF@PD41KI*3Ge~VKzRcJ4K9IUn#20UQ8>KT7>cg%fZF-#7ucOFCdp zm(V5MuYbHd{RgfZh~oo9fHXM&s(|Y z@ZV(Y2g?P4I9>n(%=7)DR3O*_Sg<7Y4^92E&HrH&|0eIH?3XnDO=4G{EM`AH+louQ zx+LnI=mD_;BCkdEMao1LMGi#fMP7i=-oJ74x1IcLC4X2SZZ2*M?pxdr+)mv004HuA zZa;1>?l5ixZWs901g7@mc7RkaasRftKW*$^wgc+yPb+l#%f2r4aA~oDe`xL!`%-V0 zseg0e3FiHmkK-J_<<+6$%ClG4K|p(4yc4 zb6EamH(r0W=B01_(`G#Y%RjXFXG>mki?4HQY%jX#Q8V5T>gP~snb8T{a^la*(+Vz(j}D;5cUG! zT!LJ}z%dH|)O`KI13cW^gE+-RM5H-Y!6DLxQ`^T$NPyG9%Zu}mtU%5Hmq3?*5Eo}5 z;Bx%EEC&GJ4gVNdap>PW1qX!unFbEp6W~aW0Pd@YdAI_AuI^=T3=jeMI5Yq*2;p3o z!C?mQ|9}DDE)L7TU?ZHHf8ksKfJ6@f?=PIovE&j2`{_SQ|M`2RtSh4aVr$`xE(0z6#sBE-kXBOoFqBD%bZNytfwiOEQah)5|($;c_diZS5VM1MtD2;gQjIW3zJ~<`)(}ep*5xH@CJw zfBCwzi~jcg$MMNe%&*@UO90WOJj%cs_GQY=|Cev6grWKk#1wZ%v)kS;10qEV52&!! zLURK}n3~Dr@$#v+u*O^+PiIeeyZ4)ZGEd9ZOnZQ5fj%Ei+Sj=d=TNm1Es7dCPCuw# zwVI%>q^22wUmKZt-n|ggfObO^#cz;D4$0+b!ni3Oyj+r8tBUAs7Q0@1SIqL{4flh- zUHvOvg1n}$7Zn66_N;6MR(IM?vRAF{l|0}vx*6of9*)O6UGF<+D}t(g=-8M$q;z9i zL7Hu=g5PXjlIY;!B*EPm0n)4?bT=}QQ>0<3Mjr%zP|{#xth-+G375sor~_7)GvBWF|;e-|OQ zM9avoGF3NWS=dCkY)#nmfR$~}HOq{`@S1+|sk~21=MWL^NFg0>8(;4hv?qakrixiWvzBpqCNX2XFhWr=N(wx zn{*t=`*C~jTG(cDhRA@;$M^B?HrxBy6WUbqoLOgQoqdKiqHgkB5mTAED<(z|E^&pz zFHlFF))4$!a}0JVv#-OhE*_jSg{9s>wPld^9Pk@1NNk3Cu*4G6++iaoE2$5Km3<*( zR3?g^w4;jgY*kr;^LZb#>-=^eSiKTSp z-@nWMz4V-f1u2}mPI7)FEC#vWf0Vo?h)QT7Xz?z!ac^BXX_E{7ZQX>IV^Y8?+9|E% z=(auTB7>)o)F-H|TkI zeA!KUrbGOX^ZVMBcrBwx*{?KVddaIW&%MhveH)$#5JUm%FAWi#583buVV4f5-$MP zspMjmR&he0=Q^nZxpEpz7j;7X1%1cLv3z%RRkim3XAw`Vi_EFSnvCT1`$p(P1#Q#? zaH5Ry*zjf8^@G}8`jbb+t~83q=(B|*bw1wrxU}!KHFn(5tG0}&wxr&TN9(LEXywG9 zv#6k6qIJ8E%_qqMt;QpybnOpc%k$`IIb`ZRt<}fyf~;fN5Dl2?q5TJLa9bwSNqQ9~ z4(?|Ml}jkDRQFY?6nFmBMiwW0gYvfCnu<)lG2&=IIU#}&%b>G)qqGbrg~}_GgDFiP zN6L5E(9`NbPYYMIeZHi{4_M#hde~LL6no{4uPD=p{!pCQt3p=f<${kz-hZRY#?}&Xn(w;BdUvb3p&|!biv+q84bXR( z)te*Uez?_gqr>9S-3{jr2E60?mnqm1kemDGqf6!obf?K z+U36*V6Ck?67)^`d_&UW**CN^b7Z;R+MQ@&e%0Gps-4Qgf}0nD8q$muuirb*)siR};$!jNBrhUVMPV2O=gIn>})VG?T*$rp6EOCnh-lXPrs`B>* zy6+iYL*7s8^XL}~8O9o%Zp2|04#3`s&h}8UP`8NpPBy!gnYqnaU#y6x|AAdGH$~fhun} z-AUy>bpwnHt-OD=0tyoN+*u%~W03cAn9#WWdy7-u7~SF0ugn{+JR;m%H%%(XQ%-GD zuxntOmp!>OdoK@WlY;)~FCU`0+(S^dweieXe3U$J_Dusmoz(xlbM_n?g~-I*Qif+H zcg76*(qrZjTS|28&5N99sVcVjt)aK5G8XsS)AionnUi?_o%#DD|GqLgrU4!;G$(wB z6|LJ@Iw;R5_ph*-aJiYy)!CLcqQH|OT^d^}Po-&SLr(YW?FE1j0Xq+r#uU?VjY7)O z;p5MmWDnTyFt}TqWQF%BW==28_BLKmKPkKb@CGr&4po+^q{}f^Jl?zmST&PqagK&% zzeZ%V{BWV$;%FvJkW^-l9*m(^xK(O-qqN4e=W0(&Q%lea@8b>os*J5?Wai@>D1H63 zB7()3jeHJ@Zs9=Wa|-y-IoTYG7FsGhDxkHkAZS`X?u+_0if*zzZl;OI$^n)MN+id@ zRW$#mdHm6f`R?o0A9t1r;;Z_$;8p6*Zh4R=`m160^3`cnv(6z@cON&Dy=oX2#_%FMOhTcEnaaZXEKQ>NW>3T^Eb{Uh6=YvCYcrmNI%)+C#IWj0;mk ztS`r$I8Fz7NGg-wi9txtNVr;h2OrRz7)njEkc>+8Y|G-P;mdHI4WYzOo?%2!Rl-O$ zKJ>7Mt*i7d2>tlc)s9+TAC`mwDgsTA!?i9QoGunURYE-TX%q9$iwDlXjY9)f=O+6*U)mPk*9i*`&h^$mHoG_s)GqE0sspL7V z)2#E1l7vU-QpnRy7LVCA*`hG7fwI~xajrxr{M<9)W3BcJAAaWv#j({)O1tu?7B`U-fYioo+p6?_sq* zIETK2O+4tE>b%c8m2VCcpnLt4LwgkW5-^V|v3KT`Xl*}Yg%)ALhz5qSudToHlO#U* z*4bx<9uX(Va=S%!kbb{UK|IQ+EPXz*-lRN8`Kc7qn*MDxAM5~XD%tJ(u`vFwE$jJA zqiar}#D++b7(<}e^v~pS|NPtB93^lWCRvG=Z-fWxr#Dnj4R<iYV5Bs!I9>DzOmWb}P6|g>of{?+5a2 zKnni|%=lChONJg9#6#PqDN$i%(8|dsv68y_@P+Ry=#h1oiHP~~@|KK3{O8Z8td{y2 zGZ-DxxHL-a`Cfq`P=Mr(dbnMR5+RHo-7px4yZ{)mA}Ed&1tYJV(cRAaWb%ortXfOQ z?`+y18FLsabc4=WQ5>;Yj*aDF3JheRhz)g=cz8X}viYsFeg>&|xSq2U&Hb{TXdl@l z%QaSvIcjl$oxgn%#=k*{kMXs7PNExA;r<#j#Z^>oLo21&lydZ{UhF4g{edL!2Z$lc zH$E8mm95}5x?|QpYh|*!x^eU__K?nmK;eE#Nd3#PfpOhghu5#0TN@jbLx%9Xby(dM zue<^%ODZ591;Ir%F;P$_H}CL>vBlgWlG=QHjd`Iymn2rQA9N8N(89>CJvTqDE!|vS)rv^1C8T7EV@V^w4@s2xTBb-D$sEGs8LWf*#*3cj zwyxGR>v+*2v3p{KWQl&ViXxg;twel8Up?Gkb{7tr+p={w&wB+Gb8*m*RH?Cb5IJNY zv4v_Ta(`jL_34)}_%zJljH;V2ABlgF@&2I}kbE$95E+7t&&VFQ;+8`sIXk0HYpOH; z!h_XFOuqE)s}Lcr6+enwQxdV?7-#97{d8nEgf9TQrCJd0a`OHkU&C?c316OjdJER9 z!IiH_9%!oSsM8HVduVlIkaqFDheFp*DH0{}tDsxYKX1LV*rLJh14cDUL zJmu9rsy-*pj%*)WNdu9)2Rubv2S0ZpKfrnxcr>*3GWd#~3pDN+vLqWp<5^sSG98;J zh)J~ju%5^NjTd!VGuMWIya;}4t)C=SJmFO8pXFWpmKb^hF%(eM6^;APj&V~4GHo;T zlS7qQq!#%FA_8m$hu2p{gbeCqxxDifpPtz=ezp^q~L5jYR@|ED!|T`0+v$D6Tuvbyi=6cpiA zk7pX`=94xyzR*1>Q18SnMENnPujF}nYCZ|^GIt~N)&1l&Wh5d`(m-D<22*=GPbNZS zJ0L@^GVU?eLqFKvp8Ri-GhEKjd zj1^P-HL_`19}KZ*8EuZwXMS`ttB>cxg73t~xaB{;n6`DYW7$JnI5>w1@lY`JcJPim zsiYFD_nVHvvDaQY3&0t<(i!nrl%O_~3R>Ws0Hdr8%d~8#FVM($5!~M2*8YY_Chf8h z@GC*dEyfEU;D5#nVB%`wsJ)>#m`u18nbkpCqR@6*MwHc9kZW5Wlj#!Ano~B(=-B9J zC_uzJqePE6*+VMBDKXk^(@xVbBH!7!e3P{B-RRPqoRctChhMWFA0@mQz*n595QuCb z!ORW(4$0mKTKq9#dmvCY@3LUDAP-3)OCwQ+g?P5HFuadMTrN~3y;W$vqU!F z35Y@0z2va|))NuG^|Rf-wKic9Jqc)T9X9+b}X38lb2}CL?!;+BJy68UOvSeC^B-D^s-r5XqwY8$t~skCz?OnB{{oOJQy2ZKPT}=~fQ`4enEX#gu$kyRV$eR{uQs>ltzSx!b`8({MN^2Vt!?-nBPT+T% z@Dop0 zO@m#vTbxCzc;=6HVw#TP_LUeg#REUBM$(TTE!GM)pPm^VS!YX9Hd@8DPV=C>oT+1@ zUEpsVZJy*nmx4}jHXkrAjnRi@Fb)vHd|{N`gE)DL+J}MGN2xGM#1yO5*X*#AN#s`# z=4R&lXDC}8AC%2)?F^Nf#@w_llWi>?D%G0Kw)h~yK*(&1pwXc9F0-dztMRY;bfV`9 z9V$zjYkIOf%XC9)Fd7Ub2K94*ovs@d{aiT_D=1uu7}vwQZjxmoTZ~ zid)s7+uR&Gq8mH8BudvUTIu9QMH&vRK+>!nZk}DY;;kR1{58q;9j$=Mwd|8Fc|>CbKHEFVkpDeYTF*SN1QE`R z*zB4_@5-5Wzfx#eeUZFMv?BM0jDphV@yC@{a$bAQQck}4uKVbn^&QJlGb3w^+;4gB znKkQAjWvX#&$mTnce~F`$@h!6nlkmyC*FXO$@`??tZg@L$x%L~Ad-Y*0?3QvXdXNGid2n|Mti%-E zC*4OU#V43XtZs=ZstZa-#6~-eSQ+#u;&GI-BrfjgJeyI!#u=>i!v}9up+FEZlV zXW~d^9P_;%+j6igS$!01>F8WINWVLV>c}v4=;8#|sT3j_kmL-51@|h6!z*md2k-o3$;!^&S*S!4 zCP~XwivCx?ct1{!ZIlP>@s6n{L5W7rM{rh!&Gk3+0#8m110 zNO?p?m3nrX4i`s3eYqRe`TOO#tF;VMq(u5?^pVeT`+G=w&7}!zki`b8rM+K_#yj~59W_X(uBanqI(;|I}gBKpQnmtlVaGg{HQM`^WF{3 z!t7z$L6P{qixsG~2SOzUCS>)a-@Uf-hz7X`y~wf%CBfAdn&2^V3UDvtojxRAORupQ zigc2_-Qz4)0>eLv^b5^6oz86Cv$={H4PO-?W^E?LeBZBQw zn^~UJl^fj!lNw>$p*gbpV>;(34O&1;DRHxxI;;VyIW+a@Xt0-1NfuhfjG{~zs(3T+ z9rRXc^7wiNsYgS1-<-yTuhLhg2~I`26>kc<#Q7evIR&*^nA8UWm>}|LH&a6=LGygB ze#ZAvmuo%l&MY<%77IT=Jt7(It=>=H!B9uE0vI-utwdM6MW;9G)9;zLc{o*LpaauZ zLMdK8+imVcZ$}F!)~2s==JI~#>+&OyaN94f!QMgJ?b{*j*kJe2@1v#Bl*tFV#^!A^ zPIGm&j=>~Z>Wsg}5TSWlc>)JNHK<`tCxvL~LE(qRG(i_Y+7jVlFH_7w59)*2@5&4; zG5b?!ut#tOY0`mP5rJs(rhATCdzQdMk;M4P!0b~Om>VV&u^wNbUfFj<5BVBVCRd-d z#?_mt3#ppOsDtIvzgdzU^I{&j(-eVT27~ZFbY=Qs;AKMbc*#3J}z(25POeGG>6r$5_`8cg-?+ z;d*-APg{QdCpl8%taNy-qQ{`N$ODlK$-U0{i3LB0qVN@j(Kk-jV(q9sk{+nPow0l7 zjkiCw_9@3agm|PAD0Fg%zCpxH;qJtt62~Fi^=?a=_5azn7 zk$!*8i%4MzZhye*1D%d>OdaCgfM1ng6pVd%lUe<&yYIBI(zY7fzI6v z$S+gW?|9#9s9dKb{+*FAj~YpS*@F23hThE39R2HzP^+|FN(EempuDXespZPJdqMq+ zV2PbCHget`8z~Yv4y#R(KK6q`tC>U|G%z+Wa99CHEe|ZcMPPh4i?7&*#VV8A+UUx; z=l>2KDsOt{J}d5(5_ZG@FO6PcXR)J+=~q+|905f3^4J;Qevpvg>dafy zA^qyTDU1su^WnMJ*$V}nnw?IL%pdw}VOIz8@=t!JeOtHu zv^(udKYYWCMmir>vz;jTJ>18bhrQRsh}~rIi|&^JUt-S-fVS7Gm{b`4Rl%l;^i0?o zwNO}I77|L&U~XmqN$~B$vD92tnU3revBv@y&c~;ri1N(TA5)(;`>jGVj|7h?S(d(< zz1~|ixaX1qZArc}S#PQnyMY}tSM(E4!3ZscqI|Km;wKwuO1N+AbXeD5NDu2weLYV~ zq)cgNcg8?C4P6rUNZ?_WBJL($Lcek#OcZtWP(gYlvL=Seqthpm{A|-RqT;Dzk9Ek; zMZU(B=r770ZXrT5=^hXe($d@BgC6Du5L!79!6xdRR~IMQ)k0Lp`rkt{I--gy+a?;V$%)^=82l zd!M?SWHSgI*j0q@>xm!D_Ao6tww)Cy=z5@!`it1!yvDF0yDWU8`M-7su`t|uGT3AL z)|c5Wgu%<4`XzRhMnzR)^+#qOX`L9jv8001D1Qmj~@EJ}4Qi&4-9g^c179 z`z^nX8Pfi8PAfLWs3ViQy-x*U^5`@+Kp%+3dcz(o$c?uha&ZLu$>)Z06X;(Vx85=)xKQrZUca zMu5twtKC~ClhAb;4x=d67-4>hzNuN>8!xcZJ%!pG$2ZPf!iMhFD!*nC!g z0l3@PnVmi5L7T-Pcf63OQ*ET8z=%Ixc~$ELaF<4lSu#60c!~9)kBYtOZ}}4#$~;wx zEqbVzqML3r{WhENP=Q`n)~?Y|xZte7!@O^K9@;skY1E9N+p$~64HWYV+~^F-`GY`5A*Atl-Mx(guHDHi#CKa`>I={;8l^;q@pTg}fmDzy3;Pp0BRis`Sl zpdW%e?ag3J!M4A};sD&9TqQJue*Lk^$Kqa^rYo+=zO$yvFJjnYZjZN-I{Nd!JkbLKTB+2sBtKN&e@nzpTW`R&$=>m&9_jxH`XxQx` zxR!Rr=%4C@J%ovU=*AC5aSY0JN0gm2ER=Pm9KnBzOZhJAyML(6<^Jq|i@1{`OICvH zX@A+{j>$*q4;2(2=pgLUV~7)KI&-WODgAC#c@n}3$0~0_krgU?oV(y^UQ(JTiZF*(}Uc7GUofB|rrRk@2PqE?2(O3)FLcE5~ z-aN47M<^#0aiP`^^ueJw$rw|q^Pw4x8`hFWRtP0;b#u6=u~lh5eAr6;Oley_W46mr z^(1$ctH)%v*EQWu1%p7#BX7i^r;r-C$QU*|$jTliMR9pIQR_@n9Wq5$5aL31X6lNuz?e61JBZhSlcw)0c#Xq$_ZYa_Tul8MuH*P(uA`GC>`k^of&irsNq57D2bz#3aJ3G;O zm2Th!INw}fI@{+77ZF{ug_D4EV+l^-XIaTgWG1P*k~m7J6wz?iBX6lEHHtdp^O6Ic zVvu_5wG7{w+AScKsNNiY0T5%E5JyZq>^uo$KTXl>kIP&0D?FEmezYxygrpgCi;nY) z^L3Y5G4PzTZexyBsLHlaPn>6A(sBmwMW^*sstUyBv@%w zeq0Z^F#L>pAQY7Y7a(10QGi*$^<>MVQ?e^_PP=$N;=`#m&#GH;2XqR zaWpNLd8+w=Tote9C?gq)e`ZZbQ2d_C@Y>kyb)vY3cX00mUkP8=+~0D&T&v#_x!K2? zMJ_1qnVVCpd^h+8LEwV|5k-7qRqY2~mHDjx`vQ4W=^AEs3bEcFLxowo0QBaAp^99K zQ+ac`i4z@9d`KT!rxih&e-7F*&+4VuL!v4Vm?vL&+gr`9meafwk`m|&U;xg(_c48L z>UOI2%(tV&LZQ+Ru^JP2#^sOl?o<1{DGAE<>x5JOQ z8^S`4BIB6+cAw>EZfyQV;s&-WEKuoZ?`XKlIs!A4hbt0PC7&4!9n?QaK*Yt0k5;+= zBPhZ@bko2dFhsL8x1wZc1vcXh+Y1&Aigcbz6pr8g{JJOku9r(epg+Ad6@JsRFWY3( z=QqQ?5B4^)SD`5uO)+*(;pI@~z7MV`+VwwvG|tugIJm4a-JOKRuLYPA`{8=yeb0}f z=@Gz~pOE)rijh+^Sm_Uv=^C4NyQh_#f`;2#b)Y+fPV`k$vD@O`M5QsK4l%~J4%zmlM>&* z04RbLjjb@m8>>!M^FgbDroA(D_4UDQN<;exhXq>m*il4iNHU8o(fgsmSlzJ2Axavo z8aVsS#KWkmVV-WR6JG!W4#B|$>2BdAsfF>Ug4xfWPl)}BFK4m5op$Y)mJgH^nK?ws z7^Z_19%Q+xVEJ;W!h?e>7gDgc%Bk~~YfG2!?I)T;vBBLEE^mO=UVBA!3TBSMD6yY^ z;K1)@lO8Os*iqu1rGa!L#Ib$NGnODG%cWx})ww^*`R#lU(XQ@!Y7zAF?*Q>@Bg9M0 z!v*R-`ZXPHzi(TVYd)m+<#IH%f0HadZiQ%JvDNw$1l81XuoIJxw~bL1w-9n%xM-`5Cv)rcUVy*bP^s zS*|RIyRr;UCzZ;mA~a%o>f19t0=29}S%J67n{fwb|Lllvzl6ZdR;kuk6+d`dF(RIX3(6}{Pg$Q8l9 z_?Q6EG+_>5R{y0sE*^hAu4=9{zE^!$YQ|mMB(c)QR?9kp^sp*hP8;z>ytK@LqJ@P6 zajogwvtkFXH;K8Yi|;B;_uK!mbL02gB*h4x+uq7O~Wwl$7)f!tO zZJcR4U#qfU+` zj}^_AivR9<{&SD>|2f@AobQ^eeKmnLFJS&COlQ*<9>an)=s?9J29Fokg~$^NBQm0d zKCkhQyKhsyQ*3V3sPbp-FtEDe@cq`;zJeld3>vjL&`TXGObliC{Tq`qFfVlI<%N}w z3E9JKoqrN8^4k5Ue@B2A(Jr~Cr!wO?+fFYDOn5UKrXmF6N6NPgN_cBbPC}CoE84wZ z4@+I+o4f!x$p|NJAIsGBZ?01mrxT;jTs}Yszv!Pv_DSrd8A5VYvOh0x*IUp5t=dMw z#v=0tzzVx5*^snAwZksc)qzqxcw67odd~iQEPRa3`Jt2eFjb-;l^5AhJaY#$?nr?& zJSMJSDx+mD%JoQXcH`{-6p5i~i#X;pa$l(;S+q*BY+mw@GlvJr*cU#cC-j&!dHwmV zYYz-vIXn?L0G{bP%tUqF!0el!MRA*VjHRvHDB2+ik9<|eu$^xlBy&GYvR*OP`-YrzmL z)^-7Fhz^+2X~p=~H^d4z1e3}OGpNSko$N{GHV0gP5B$p8UXwKwQ^RfgeA80(^SKx{ z94$TIO9(Dv6?+GSsW6oTJydhEM+Wl=bx;@9jaQ*s^v0dHQ^xc9j0RuH5_H+&V^z?f zJJ3c^xI?|f$1(UGnJ+b8?JSMXmwXWPvF`cgZ9RyS;Ec~m!00#PA#Xt`gkC?84M%^xn4Q$@>KPnsq8_+hXhkBvKjxdbS zX7*UuY+>1ECMek_=K@fT4Iy!}gap|9x}Nyth0|Dqi-NZt2Nl*1-E8Ettlwd_N z`__0+%@Gx6xCWijRk_a=$h@0R?moDYRMYvC!GkRITh@s0bF3C-51CGQGLKq^Pq2(A zlQy%oE(R^DZLCI&In`it#*TcShC1AQY{HmXAeFRbw<>jFT^IF4miCW`#NR!Vsi5Y& z^MUTuJHq~iS?A7LVv}8ZCO99mM>g%QMo<1e$SB-AA_^1k2bVKg$i~$Yn{k4t$O$pu zgQ+Xcu0Sh|jodAFMp5+)uQ4(;id`ie-xOQ^*KsE&HXQnxf*$;N2b6$sWM2+TdO=zs z5sy6Mz-M7;d<$`&G!^*(#nizQIsM_{kIQz=sM>rh)1FGGxO-?Qy%^+)Pu*u>-vDlT zJNqKq>Vjk@D~7n|7AA9`b1^R1js~)vBoSpxm+@_3iFWCwI^H8;eqBzD zE&h5HS=_#DbWx`CK|ES~(0Co@oT@k5Vk5OX4A(|&ubf0ILm)bMuX!BT{kg2MYxWxQ zlzd`QUEn%#Swa02z^u)V+(A2cRy4gJ68JG8_5NLzz#RTkO0^%4QMmklqsk)w9E{J} zEmY-!Hu5G+6+FZ|WOde-YP7a_4-3O~JNxF#6sGE>qqx7{Ji$kqJ5EPc&-PF7xo$-w6wS4ZY2 z$HifGva{j_C0b0E4(35X5q?*`?zDnBlAp0OD)O!+$9}-A^yQ#rDry<~w7UdLxG4x2 zIVcNLm^i|B2vSUm#mB&_!y3%d=ao@q7M@mj=siMDo?ad6$g`6s_90;W^792%di;ID zgBm+@ak5J=t7|w*?FnzkrFOy&K@dDeTu!Q;9H+ z+MSVzA$h^aUyGCg+UF;JN(K%2#ND7`mYZizWLouXac}t;6 z@=0%2wS&$K8_^w(He>Ze{F0A>&S2|p)kLj6n*S~b^SP+*I!-?I(LtsnRB zT9~!krOz4-5yDW~3( zCb`wws{JMYr3Qnl3FG9!C%!VASe*KV3!u+xeTed-hA$8{yRe7&{I<%S*iHH*YTtZz zCzLw=TSbOS7mrKWtcqxc2vk~Ce<|YIDg3u`av8?(#nMMxNNW>Pmk(N472Hl0{mY>- zM-n3a=)t&-NE!{nW&(RDT3mAxrh2M~nS!4)$7#1OO4_g^hi8Jdt>g{nG@MqisS7p} z@B+@8tZtGV181Z*sFD4njde0iwgk_@k92lY(zsG4rQu=51(6v-oX1)QAw^Gz^~7Ly zNb`PQHkdZL)Z_PL18NtPV-Go@Z2dY)?RJq3L<6GPmZk0?Hdb9fJ1}{D(>^;NdfZT@ z(uW04ul-|XTE(}A!=#PbRnAAHf&0-eYWm>YY~HJyTw7hG<85qm9qd(PmzNd6g~R{YP)5#fY&(~hH0fTFmS!&Nv2g*A zSlB`t=#`kK1-{HD$(3d8pt)@~?8D21k7Rg{+^Xuvp%AD%<3Sx~!ordyDXSsp9Tj;% z26sodXmVjEYh_v0&tO~OBivi5RFPb3dhpP4Q-jAorv$yDv#t5Mets#^DJ2ZY1P~zv zPdfg&s`&S(!7u8l_LY71@U&~ur-9F+T`Rx{6A_;Mk5_`;FPmPcEK!-=T=cx6-S@l5 zbLiiT{*UxPYomLTx6-8|1I9mo|8oiWCwxm3>AjO4Bh}LV)j=x_%m;cj2(U)@zLZ~gqFRG^&^(t{@pv= z`*4YH=w>%vJ?u8BA{SX1Htn$(5v$47egDa(quzW7@L1zo(pUc0MXdTuj9s5qTZ)3( ztK}Uzf_#_jpI=1zEjzWwN(y}w-LEdmiNX)7I;&B3dl3osRJ!F(V`oDEm6s`fdMHe1 zA{xeJA}nDqa(!BC_sioL?7xfcrUQ_!YXUJAJ#G zD05_W0Z^TDV>l3+19fV{7XY<_ZaGG0VBubB;H&lVMoBmOq@MDpNdN`3DaGPToAyh4 zbZ3GYA!n=@dANSMl8AdWG3G@D=JppgbY+s{_yPN-X~Hu6H*4Fz;6~ofXTAA9DR#`= zl_Sa9c&Ke9E25W_DHQZkUxtcqfPu_tsjxLTJiu19HeI+c-~A+1Duo$pe)XYJz!rHN zuPmD?-7$X8Te>fBofw)=%Qm)ZN(F7xkmXl7mZqgNe4LX^Nt_gZ`VlB{!jtE7-FC0S zs^|LGiF?E`348F+3*b}d2i!ZclR7#R$=r~}l__=$O&;HlfQKS*<`dz>7^j`$f1w3c_ER&imss!ENM~XQFU`$A1T2-eF zeKySUT~vARl7d6EJN+9S`ivs2V%Onp=k_Oe#;>K&g^=_WX%T+JiX++N!R?o34%)8= z;yZG~&&khnb(u6p@5SB`sLTp^z1iaPU!JR_VUmI!U8wDmY{1gj=wYOxr>a=w(k69pefTdQlS-;sS>l1}g*`P3tX;TU{t?rvw+>UrTmTgx z)dg1~Tx+gpVtGRB8}e&*@j20j%7iuu#01oD=@}` zMJ)3$?b@$qMK|AOOn$on^mAssmmS|FZ7yG1r9nzBCm30L*;`Msqb$V~qP|THF#MDb zIcM#d=gha(Q8fBIfQ)oc&K=8$bknA4PNm-$AuIfV^0y;_DwBgTyqJFX9u6!EP1rN6 zZqa2JQD$ zt;5XfHEndtFkNJw7=NZB{^Px0Vn<9OTVU9i&{RgIR)0AZ5t4|={Ma;X#~RIiub2c3 zp_1x(+ucPAC)6QZiV$4e2ST(!K9vmb&wvD+`<$*lLl_%mVKHm;q!KRr@pf5f)Ita1 zRPi>{gMgX0fHuVV2hU=-ZU`xps|?`0xb6NyD4O#8T?{qsI=UBeScBF)i9r)|R6!fD zHYo4;p6ZtiC+PZ|-SZFGe(63o20AqFt6x|Bq6<3{{Lq}vFx*SJtke6c+TH4Tv&%`_ zyI|_2O_|*cVDzgh_gh#c+VSg0@Q94-1>h{>*p}lIidbiW^d4p#@laW`JMgYenotUm ziSQJ+iyy})#s}%jBk9|aHT>efb$j$Ds9j@$y3_}NKefx`>KJSNzH{0YEnE(%=$Vjc zLQJ9JdVeny#(3CPWZI`&HrW4_X35uv7`EoQ7qOqpZpH+Q5Li0$WEgYC5_p~u#ZVnj z(VmZ@!Z=36_dz2(-02oYLjJ$P-aH!0#}EG|WnZ%IMoji4Sz{t(OA>|b6=F>GZDbI# z8*2z5$&ziduaSLA)+}S4A+k(n67Dk1=XZa;=l4A4`JU&uoZ}B?%yFE1Zuk9uU)Srp zZbafeg6lH5WkK1nX3gG=F6Y}-UlV?fiSTP|FMcsOCt{0JHfCpZIQGoCaav%w6&OO+7tHwIWP*ibsHTqW3 ziz0KoGy7XJffF?SJa*b?ZeHcP*1ic|UJq~7_r<)GIw<`>aK3<2X(8oQkPs(ltw3bt zJGh8cWP*}@#b^*hzKk- zL*KjG)MD(4Fx~Q`u~988!0J6bq!>9DKVg0lSnWE_JFUUh-cba@`y z87|>Ai{;53qi;1pwG_Z!^{&uKbYi8e_DJ!D%oQbcqO+B6lVp#oPf}-K;lxP_V zo)oXzE*-oN$DTlWc0k4AgYWsU+@Irqatig;Vr&_v4}JVEx@XFccT1x9z(0zh3SI!r zAAHCi=wYTvBK#%YYI72!B{7#y7O;-;AE1f;z4rB zZX`cJu9hNUzwQZH&RqQ5V7EH9(5TV&qSC=grlI4#m5ku|b1X>r0ff2mT4e9TZdR1h zj5ZI-@M{+@PKOm?CsAExyS$XJ7PcghDmTc%374Exe-h+?E~Q#n&HGKq{d;;d5^$J_ z>~(|*lS)BXwDEAjETFeYh?rA~L!kc@i%2c7rvXY4!gmiY9VFlYT=Ud!8_ zx3ZzEY@R^OKoKXf{ywtTx=Wc1H9WzX(!fYH&nWt;yC}d3%fIDLgi?W)S!- zE^`2ptl%bqYql3f+Keu{ZOZzCP5);BVRfFU+F#n ze8=Gf9rt*|lrw9DC|Qpb-zPYE!4_~bAo?V~CCOzXG@DMUVHrkHS#KVx#q@EN6x+57 zHs7vSp>6kbyK>k4(UD<`0B^w>9Eo zST;-8dA~b8mw9DoDwW>r@@A(LE~nD}3I6JBW7=vuDwcC_^R0U#W2rVR9>la>Z@4EN ztH47ec!SJ8?d=#`Z8U(_E@AckRFjK;duDvD6})mFY#T5ql6`dA>%8=u%uZTstnzT? z)rKOl)~&V9h-W_%Yla`5Ec}Vx(3c#r0d0)XMXV6EM8iEsB+^au)sD zZED{vQv3|x8FD=`;@*p7rSN@+u&5le_r7)9$G-e?QZIq21~d0rYmSbN#)LeZhzK#&tcV_Q0#cTY4xs|9VdOvO>85WcxGq-2@9Wqt#vjljf>yyQx z-Zt<|Rr+r)A9tOe!~=r71LmoaM#E+>O-*NC*N!t6SzcQ~Hq6|NcBC_HjfR&!XO4l| zu%<8n_M{hiLPq6b>R!ON6B!j>(W<+=es=#QI8(m55Ov+?mK~coZ8{YfxQ==L>(jG| zr89#AZz8x23Q=gEU(upS48FFdMgsW<^&RB!*aMvv6ZbL^sq8d>h zmh5YMbx@`wTJtBXM(LT}9*ozR90(|FE#AG(!S>Xj!Sc;b5C7opO1Ff zzff|~_(CT9^&BiDl$TTthqwgzgd#*g2k6R-q+SOTE%Vy7_(R6;9IuYoIlc?XJ(uO~ znG<`COJwvt(0~ew09AImX=Kh);8d5`QjMQvgRep7Pa|D+b2VT1t*k$E{cU{5`T4V; z-XR3$|D$yL*CE8DL`a*T-B^oQ(dJ+1Vktqs1ZaAlT})TS)T1?Ek5&1*3feiWU(r+g z>5qbq^ZX<9Gsc5_V*h*wqvv;J!L1FkP9KTWYVKN4`FpQl=VIwXNlR`Y(Y{x})OGB^ z9q}U`lk>jSMmj}!v$oOiFr5uy@8J_*fvk%`DTm*|hub;o-vZKnFmjKDuM=Ei14kdO zZnq4xB?P}R=lH>vaT{V_n#FApQ&G9gWcG8mRP7U zMBAG&G)`rVc|rW_8d(I0B36G|zo?>f5zy}^An+^-TJI2MZbpAB2Tpd(k>^4m1;<7< z(@L0MN#vCVjfQ9)2AJPQ0_@Hygr!T8xMSuMhxLwOjVVRGT3y`hKz9XHue@ZJxpA(^ zH!(O5>fEg)z<7Xy6ScwA<=XZDSpie0 zM?c6R_S=%pNnqzitJ@nS>zQ%moMhIZV$E`%LR~HP3j+D}#d(=UWe)xHwlB1I5F-?Y zh=~YMARccnysH_E!J)N!*R&|3nyUvyV^uUu6TVZ>%j0JFGVw^w`m z;JH8bLD)R3TZM=c;p>{;CfUSanywWpn}74?rQRAX-32GJ<@-DJ*UHB?eQ0}6dUOVh z1Y!fdbME++v|DDYtzGrjjO$bBH9~CpaBZISbf@v9TcS?9W>y@da zvri$4tCJR%{df$^3V7?Akw0FQ2)8$TZeF=$5RAV5&g(U-l68v?;o>XI65zxRv=WDh zv9aGOqEX>EMebF*Pws8WCUcwZ9-Ay5+Ud>51iwkvZ`SH=^rV1mmDoNfoN@t(0pGc9 zAUJaJ=Si8+%mt&Lt1U6FWy!UF=QlPM?D0NaKuB*lOBabZ>G-2^KbHH=y@1F{2e~VQ z?a_6%ZKIE=giS;l@m&F=0-Q}hVhR?zxk}TQnj=A)q3k?NUH5gq2K?p>rh4*8GHSxL zbr_t(8HluJ_)*eOp<;h$*kFSInE^T z0jpo_h>YGdn&x!)C=eVI6!bT@ywQs{H;nVIh}_O0uG>hm+9n-DI4{)GbPqBp1v2M#kGi9gggDSSd1qJ3eqtI;}rvO{&$0 zZ7;2S53(#G(mAVJ$iOV7PT%bxO}{Sk?R2{_LY(YI-04qa|NiGZ);STh$0zP!!^X|o zkpBGyn+Z6zgs8vWrK>a!Wb4E|s z{j2H@a|5VXtQ4aVq$EW^%4dL|A_mvtgz4j!P_kvVfc@Ztr4gc}IVG4hHgUPccf88X zPi_tV;Na*f&y58k46;g_F2ve1Pt zOn}-QL2~o24j8u8BE_2mW-Q;*lHB5s2C&z+o4gKTI%S%9PDI6*sO>oRZ4=0N%0-5K zr?L&UL@+%QLU1Fw_qI~lrw+&rIHRWc+a%TUYG}ir^2&`|THdI)cjGj+4CU(fLdsb~ zWX|eESv!MqIBki>M zDP0fl_HWnq^ikA+O{jo#64?f)NDsN-X(zmmkA#1a~K1IY)nRP&zjAEO3RtuTr*mac6PzyNwz$8@y6{|_T{02 zG1n9xB;~tA_u3O#5r5^PW>RslPFf^~wkSF9!&I}ZA~iCr@07H!tX+Xi@ZQwC$rCb! z{bE}2>ebSZPyUzm_?g`r_D9wMI4NszP3vzh%m6ojUB5rS=Y>l7SMjfp%ou-+9U1-f zVdk+^nYos_bw|AIlYvD-D-E^*CQDMrM>N+VY4DDe=66_tZisR<%V?@g224ij&-3offa#6tCLiwP(8~qAJzin* znp#NmB6+<@O5NX~DIqqON$Ba2`bN>d-h6~O0>tbO6YLm)4!ln68sBtaJL^l8g2;7G zUbvPCb^AY5whbDY3?Hbj739dqVx&F**(7I!Zoq6a865iroD*TPo6d<>0q^nt01xYt zg=c{cj`Gc4n@CsN3tghz1CC0KdbS+AMH+F^D7Wf}6|l}HNboQ*zj?SH!Z_&VhQNW{ zG^Rm4`HKz?dG74L>(Ynjw^di#u8wy4GPI6&sp8iK_MNWIQg}QeJY@Ycpwn_eo@|9X zYi(^XJzHlP!zeFvU3s--d@Dh~;O^e#ghp@Cd}kh1(B^n2Xn$wj06vBizs#DD+%Pd+ z!UzP;MDOWZwYY>mod*+Z*DToJKZ zTA!>0$JDTUD$WW1-;3!eS9KC1p!PsRe_#HcRp)`3mHzYA*nxUe=*itKT`TeU@P?`% z?s~npOO3WY4d2$2y|tla<9d=#nu2#-lYO|3Ne|JwtS%D1ClFD>eEEl}iK|P8#-Zf{ zXzJz9kM3W&RG1x}yV(VfaE#ZR<;{mI0ma@9tA%B<&GnC4Eg`(m0{x7gu!64&Mfiou z4g7cP;kxK0j4UAi4!8$GHx0DOq{abl^#!uNS2&K1z^@n-$+@!rV99QU`dTWxtZ=DM z&WqRe(kWZ70nDe?_y<5cG2qVE$+)b30r&ppG>HAJ{I$0}v4em6u7;NjrbO3EzpQk3 z5usvy!&pruL_kmme=(|T7mK-e7jn9xKuqX+j}z-$fx_}0H@^zOz!od(Aa?lAvX7sC zqNA_fB&EH&Ho4}^iSm1gf&t=nK)YoZqAd zH!1$0_ucmhjw$HEai~go$h~QlM1D%HlQ0lgxf|l=u)>>3xwfV^v|ISugp08q{Saqp zsGf_f9V#P1`u~LI_MHib;3S6xO})&APp-mwh!4JF(G`F69UYcU1x%p1^}nsZ&_l0x zaFoh4+y1jNyM8t)mY{Q&v9Al z&r($t(uF#yYa(;qqCjV#rh5#GDFnRWZw_h7&&O2mX$pjMU$%kucy0NQq&%V(VZJbkwa|z8nefE7>8`I$d1@mxW|zl? zrtkDW&4|75GTOd%UJR%p84YTm>m;T1vt0xby17H+!VB?r`9ma?TFr%^K2PWy_EC*G&U6U zBAbdTY3CZXc@DDiQzXAvm&@7B??qhGzxL0HlX$I5jYvVqQ(-KO;|CX)K*_VyWV^GE zBec{w*R@tN`tG629I_MKk_QSApPUqlkoaHY@=Ujh>v4fYfP0Pkd+|Yu`p36FjKgGT zhN6u(EY&ZP4(V#cTKfxSZKo+r$l&FH>IzJfYok3ne2duA`R*R@s#jr6O*LF(u7dt^AwRMa#zI3iMP**H#xJcESrajt#%)sEr*<0HrBWx z)%LC|H?;HWoQL_80xlbqeFW*qW^F+vqA&NE+i9}+f>~>Vd=Njutikhc|F_UPBO<}j z50}bD?lr|6Zzq=Zz6I?1O~Q2Z`ySA&~hY zi9wURDj^HJ@>K|q-?>*Apb{EO9ob2jgrtjtZ#F9qV&Xea2Qcvn+()n-G9f|;JE@>* zTF5iMW}m$5f8}Jk-0)|1{Dmx*nCAw5YR-+harX>>VK7?y^0Y{hM9HAdkSKWM#`9Vw zjL*w%Nxs&Js)ma$1LX!TO7vcw{~C)QQeGyI}VTZ zLS26k)W)Tin^b__#DmOT%tmO@Q^(xV!g&){w~SQM#|C4G+`b-~E+){J=iPl)mqA-I z{hj16j3a0tT7=g8vhY8vIFs|D)N~t-U8_vB_LR9W4vgx9a@mla^ZG~CAXCk6?GyGvNXK04j%3|o`2Y)3G=5n^dWH*#|NkHOD?4h zSq@5u*x$XIt$o)a+DPBt&Zid=`^P8-=7amI)%Rf;u6?B)QOv2Q=*=*<9Yp`rc-w3_ z&+2}CnLJk!VY2h-jH7es3eZ>V$e@mcyR+2yLWoCXgGR$gjLNDsahl`Fa>B%-0x z>*m>_v@GAn;2p!jF?5ctpRb~xR;;shhK*DM`+dFptTd`SN#z@`f2N z;H|Zk&jGy$td^gP=rL_UVh?1Rq_q(KktK%A)oo$M#9S{h6Y0zbpsZG}1lX zP|wCbC=7jHQzv$pl-PQvm92TQ?^z@x6*_l*cQHX!)oeE?|D~|CNMCP z8k3Js4o$Mk^*H-9+gcYvEPeK8CX?=-Nqaavgw5`%6qGs>S^0S?xfnXmSKv)3h&yoS zAO810;H!zd6_snIU(~+E$JLq;rT)tU3@R~7rN%TmQ=Aj>AHUXqO9`>gz2a!EF=omf zHQhdZ-Z!-BRG_@T^Fu+c-q50{Vm5nDkmKRs>8x>Iq|jI7@n1$~&Q*^Lgx&3qi6-r! z!Dy#TZE@P#!D(9Ap+Xs{2#L+%BF5&NUImyvu5ImvqQzvO`O-FjTfh0zUBNuQ=yRz^ z)n^NXPW&H9A5Y_I$Oa{=$fPl)%WJtTzkGtu6{V19+Kt+|lku3u|E#R#@NRihWIXwL zWTh)sHyl~tmBc5F5=r2H$)j=Cn14GD-;>x)L%dEY@WM}W?Fw+6p8Q;~tz8*JEtcG! z8KFP_)IhW`kSZDxW=YbC|CL5n5OV}~Y>j+EP@*DrjqgQPkiF5FN=Gq{w3n&k=ZCuR4_9GPSgB1`S@| zyseOcexR=sdjo!MD8eDb3Kn{H#~Cm^sh_8?d#tlX;^axR#pSylFHG1HMO%s}S_^Gf zN%X=Y*ZY!9R?78WSUv6!5k5_#NF)0Vfv@k8HvL5xT1kOwPHdp8l4O%?Yadp_kn(t8 z%oTe%i`C_FU$K0zY|26zz&Qjm>u91&ALTmn3 zMY=Bcb_64^2y>|c#_(*cqmbA@+PQ}vbGRN8_vX$I#bY^N_LiwP3THWodaii9QZqC} zVpz#ffzC}xiZWmh`fdzeGC3{5`QD|VoenITdHKMf{d{S4vvu|Ia0YvpJ3VZK;?ICF z1|~_tY_ZNv-k7Gpk`#`0elr@iWZdGR<(la{hY|mi;Ij-_Q;}`P;dE}>1iG<^YbX?u zLF_oR5P=Zc;)1HZWKCzbKeo*`Cl~M?GZFMo53EmkHSphHw#|Kr96c|T+CS)| z1@vtAEa?wXG)M~Z8@iiPQE}e=shm~dHI$}Q;r$gvtqf8V2Zr9{3=2C^fLcr_&ZrP;K%*8!9JH=lC&5jv^yVSk$iE$)NcUkJ$C zZYtY}Y3vt-#mz`<(=XEhtRJRglLsuSP}Zc#WSu7jMGKP7kgUA=z@P4VeD(O*B(L2q zpFmkRiLoWTfvvTg@`FsqT%9h~VZY%DPxS~HQar(D)3k>Txjzh^ju9|>_?zYZ7Hx%A zN1a=9@;DAhLSvxIm7*unljCyZou6guTR*QIpIHK9I_D|2)>v_!6UD9=Ku7_ zRyaOi*fM6RQRe3EzPzpUg>k_G@0|QBWY`Cb*ucaFMzX_caB4kxX`f%VfjykRZ6d@S zMY|gBkOn&Q2fln5O5SF>Qq6neR$SlT#x4uoa`8pakojlDF=g{8x{ca9Ax(2UxH`ok zre2}oV6`D0>$3+^Glp*(WxI?#Ry#hjS&A@x1QO4rL6SenoNw<>YQdBIiGgl0Ue5JZ zCIrg|{mPX}`q>HD-!*l{!OcD|@gFEx$cjXrK?opK+<$lu*(XId5bAi>E!CaZbe8a> zrKPEX-F{c+X)@#E9Jt;7m|R(ov_9QEClLC_pTuk=G_%DNv-}#bRlGL^Q&lT@CWlf) z%?pIb)_4xh%=Pk&VxZPmsr0Wps(Hnq3&zjFE^m07Ms{^Nc7QWw6$=RJs4g9aPLT_KYhA}1T#4Dh}&Qwu1NRk6OY!e$09w7I2+q7!( z{D(xJ`L!AKW_7`rJjkuUOdNaSZ|Geks15g-I+7E2ycPq>uu1GFg&Db^S$yJ`c(0(1 zm$Qm;wQ>(r=O;>x(6%>s*|7KPsLt-Jy_xNC*Kj5A68JaMxEul5K>;BptU)Bg2fxnR zTvUMzH?@@TvbmK+cqzDSgCy*%luZl0WQ)Cd#~Cjf0}FwZLQcwO<;nb&$ezJSUT_2C z?A2_ai5t4lwiWBnjbiq7FbnY?8NSM3lq1|wz2-z#BgH4^z#-H~JJZQTurGBd z8YT#b^CrtXP3`{q)#K5s-ePmH9nOC_dLF7+kIe4t*2TO9-I@@y9zZd`4Q#uiRM!la zU;juce)m1s6z(TCp9!5Z;Pf_dE>hupLT{*x?^@n4jK@#XQbu`g)+C5udj6qe;%4-dv!E^KFG zdeG&WT8^4pE*=~Rj}7Ohk^1ofF}>k&TQ_DQ?uoGV!GEZjk(dFe^Td@R=GN&$)k3y` z7R|ohKV_TP-Z0_L%qe~gp;Dpfcclv7`1$H+tcbir{Qpq7_3$ktgEv266$g6+)~#H_P)MdB2BQ7$CNz;)AJ@Tm-4UUkFo z4Fg{(aAn;Mv*JaL)sG)B!^_t!rxjTQO$j;t}=rF5obi;^L}SSS*h3Or<0h%cR> z`JJ_>mmaF5+2|gaa7AC;@+u+~&?iP(0$!2$aC-+*6GfGz(24-7MBle$3+G}Z25Iz# zKTi)0x^`xmA3oU(p1WIBNtK0D?{f^n^^=XeL4nv)Tbo3eeB58{;F*h6ZLY@lWC$^E z)X0>)y_s~SYDttPGr)oRZ=TPweCwJ5fT;r}2h#9oED`&*b6r~HzbCn~YSQ8LRee0N z2HB`jT%l2UiRs&&#mNv_MQ{c>!p+xdi-U4{j>yG@(gpcnXzdxSsh8dlSORwIR*ECH z?a3S2xJyUv_tB7K2$O10Vk6R8i!E_Y7KnUQ>N(|^MjH?JAcXs!Plk%w6iKtaq`ziB zMc?SaWArZh@8LUQg5UxrubW%Zz{2)J|!bg zFSsMKhB1=`EJayoeH!Whox*Jg=o=*CJ_q;B>#&7FvGn@hKTkNv+(8pb-5d}kCL1p_ zvD~`_gy61gSxz;z&it~k4!dBYvafE5@u7z7mAXA zdF7v`Up~iI;s0YX|G!@Ie}D7ubDS9e z^K1XlX7zvnRM{jW^=(c{%JJJQ|4pqp?WTf-v%bRDDXH+QR}KA*>}aIF>rURjFR{1e zox@Yat{gshm1Vex=GyzSCk_8lwfu@CXoV>f995j|7)P@;OXf+_KxK9$X^LbpU;_vL z`jZ}FhKFtEM}(mBFOZy$^le`~7jR^J#Xn}759VjJK`MSxhYG7i+Ocs05k4G?%gMr~)jh+XDtyu}y%GpV8yDY2BZ_{nP{I?ne*V~F@Hz;x3Y3&Ht3Cwt)) znf9N3Jy?^SMuDZ?45~j8A61z7A+a7=3_AgHg7XH3k1_(`)|N+I zn?{*zz96bqRKi<3XbZeA&w1B9U56WQrnGV>K=l_~&fVCuF~=*WHiDq3b5w*3$QsNY z^TCWR$LCc{zSpInap~Yc@^;sUdM2iq<@*14lw&o{Sh~rZqJ!(y!C6&A$$O(T9>?9Q zGkE_Yhi|Jnlsud^u9VHjpM1{j^8;>6ZuCPeWjg;`8o}TVz&Y5%yfXtje&)P;A_Bz2 zo+|I!C#xl<{BuLJe65m~aDU%~Ty8)FrPnv$Fn;v+snOV}|XO{Jy6HvjcCKjkxxq zbXht2vtnH#xMG5S4KRG-1+CKsdC;JRl9l13rBA$atJ$qUv>7qZrF6pM$c%hS$bXNe+f?TDsTR+tTSS zm@LOwN6?dvNj>NYZL;qa%q<+ZEJaqTd4PorTSmhMnq!>@y0yUkHU?iT42TbQD848o&SwR^Um30Z{tuOp{ZJ~$qt@m2;OY?@Kj+se z7kaPpQDjJT1I6?a6KhmCo5Pxs39x%r$jMucxmL->NuQmuj*bf7)gnk@KGH3}pNsH@ zoPX`-BoCx*c1A8b?GLnQi_fnQ!bu|XGWc+bFZ?3&i~9&KIo%XyG;{E`WQS09#+u)o zs=s!g*L~{(g1l6UBsxgXejnA?)qW|GhvuEH;ktU^?ycv%$h#21=e-z7QtkRcxY5ZN z=)b^ZYxg>wd{H>aM&`8Bfxh?WOi3RAN^{qk}B;w#zv8O0nXElQ{11BH2Cdgo7lXhVC-Jw?$lD za=<$1d8vdYZiR)4ry6_VJL4`WhYs?=#(BOA=%v1LC^{P`;wN=~BsJphpR7TF!8cfB z+?Wx`psu(Qs)m*GgAYISue7*~sIc@k2|geG$>7;=Y=pEeGX5loblSHsENN!fYcJLXrFqr0t_pF0eQ2hqd&^NU0Q8xpVM-*=o=?JaXbwX^{^pv%fFvR1Vv zJM83)+sX(WK2pEY%I|f)4)7|Kb&6dH0&QQU<|UoU8#_7wZg^)gF#6UvTE9hm_4qc-vhJKVq01mNJp8?kZmJt;H@Fn5FUjt zdqkOmpA3A;&RmG}NL04TiCQT@Qg5&xz2X7bY^WzS`J_3q&K+V<+>ki3GG`Z`lT-VqYW|@TBj^W5F|QP zbnSe=Em!vrTD=Ar`c83rKH6))p9^&t6D0?HDU*NH`@{9l{;iD5atK2QkDpx)r!uc(kFD2F2r?CEK)y|IoIs1}A+Xhhf_1zQ*PtO-wI@ABaB@?*P1NQ8$`fNP*81I;Xo#-ohKOV8EUJ z$NBUsXyfgJQIYTCjhV}dpM>bh764l1XJmsgFa14!!I1nR*;{}9dF_f1rUCV4okb625IIE(M;%bKWA*R2ssOU ziXD#Mpy*R^QKqOb5qW54Uol?yOE=_J&4uB=!292Q-Yb7A%!^h=<@Aile9#}pGg4v} zQ-`|5KS3JfpGWYMc}T-iU6;c*1!dWIU=4exKllAjB6m!@TMkw3i9Ak!t0l)*9~i}o_SBiZ1F!bBXnvt#<_3lP9a37R%p0%&s3)P6-U5@jFU>d|b~`}=opocF z>6u#|{^*fkbC&`z|3&s-EY+ZLuhnO1Ztlub?Yh`EYqEXI>IZf8?Jz|(U@lEj4FL_@=#F}ki5?$lf_@cSFR_U2fi7iRK zSBtQ_ld4d0(Oz)BDdtQ1ubXRz+uAYt_7h<@XV-Rpj?oH(wY6qnN7_1!KVON7k&P4g zbVm=TJsbYo6~0l(G+^hQQ3F084C_=;DHID*RWIiK%&VqXk_+p)AJdY8=q`UqPz^PT3kU;Zx7Br#>G`FlB<6%5pzPx?tP zJxM0HRU90Hy_S3HdPLCFjr)_;U;bbZe|S3-XQ~yJ8#XP*$)FwJCBuK~jSG5FcnYY- z4^L6FRu@N!lUCZyAL7h}2CGbk6n(MJRU`@fOGbN+^v=Wgsx7c~v3%8Y#_#U+j?{dl+w@7o=(y`7 zb(C$FY!s{_`qsEw<_RzZ7n-`Q^@G4E$$rq8#RsKW zg?u(7yUq%?k$sOO6n*`MY|2Tueu;!ehhm>dk5|ef&Uii*tf_eK&xqL8;{82 zQ-Z4!A=>w~1EqMfN*JRS+#B?MC^WxXmth z*cxr1*J%vr-qK3W^hCjdYnwit$npM;FEMU7orL+jNN_prw|SU7U!m)5M~&q$ zXWBJXZG)(RT#XtGc_|mqcJL1so{b-g>CdkP!)&YS19s{!YMU~^T63Q!hdn{>$6=ka zuY_-zxCL;z*~@=~Al@*)0Rc-6Z7!4%NuA)1I~4j3AwJiRs({~JWD>Ug`BNhDSBXk3 z?C$&2-HTE`-};w0Z%b-me29eBv`awNrY+1Y5;s1{I37d;SZXnaig&iek6OS&3|`fw zZO6H}4Uc_d&&XQ-Zaso4EperfLEc9yN5ZmhhQy)Gb`NaWCDUR<<_2zk|CaQLTVB ztz7?+e3jj}cTOcc&R{X)$`GRrxx}2xSEEv8oe?Z4CBFW{nt>y5nodi&!voJu>G7@p zI|_EHj_>OCGbS7~6*8wB2C!Z+gMO_9`uP!S$13g+=0_i>Xs%P8%j1pzr4eY{G!hst zBd>XNNb7!M%FVJw=nEPeXr}MA2~Q&d14bhOIlrn{E0B5lP9=Oni>vKzl9CA+WtjfA zrj&~24GpoBhHub_Il`>L&^70A>EVd~@V@2rzgiNvMJ@O7E6nXv-O|`nb_U~wAEG~G er#=kReUO~5{m(o8UFiS&i!SQFUg7>{>3;xEEMvC- literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/active_and_passive_arch.png b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/active_and_passive_arch.png new file mode 100644 index 0000000000000000000000000000000000000000..a0e67cc8411fee351a0b634d9b14bb8d1080963b GIT binary patch literal 27026 zcmc%xbyQqU)HMzQ0fI}DKnH?ru*ThjH}1h*8+X^>E+JUZ0KqN6-5r7xBm{SNpUd;U z^L@XWwdU{1TBMtMtLm2AI_K+f^q|lUCA``QBG9%+;W@Toh5JDp(BNK2k zHRn?im;B%Az;A*SmM$(1d=QAcyF0TxJF~r$1%#ECmlwjq24Q1k0!lDBd)m1ec`(^I zQ~pmQ|L=Ch&74h~tQ=gd?Cr>2+BGt^cXbh@pm=%E|M~Yn{dBQ1|G!VNbN=690Rx1* z+<~w%vq1h&+dx%;m#chY_O=dAX3ow)`$C)o|CRjzxb}aa^FQU4EbU$Ffmv{}GJ)E; zm^lHJU5s9OC&c!@wf}#Y`2TK8(aFjT81;X(S^u~8|MS}amKT7$4E+Bw5&tvG|6K*9 zSqM!4@_&|02+bA=Jqr#_1P&_xQOyJXFcWF%y~Nq|J(l~ngF6bLfQSS1pMzo$|NA2X zG9KL^U56mNrR5-GU}1vx9hWY3R+{R!g`3BR4t}yXv)`-v3XT74W*1~?PutxqVZKcw zaFPrSAU8w-BLE-qya@hdElAcKI4p=5@M13?Z{SUuuE_qo`%;KWv?J9nDxl8%e{W;F z+{XC-)9t|OsnCCM!cPwE&rjaa+VvRjEF$Z&YMIzS*#Gq%=wr?g^7y8F@4j~y4G}cy z1M+;k`4cNWc!~%3dM?V`J~t;z>-VGFD-F1mk`4aP_bZLZrLMnUMjuE)A(EA8;CEZF zacuB>_enPN>~hYa`T1d6n8~VCg|e7kk1!2ZQv4ode{+A-e7uzN@$*ua_tCChVqqJC={a5gM$=OQdkCI**%kmjXj{aYh zIKic0JcXUVp4*u_7s;RWcfV?xzeDm`w5@k76G8Aj?Ip15#^iSSImTB?#N&|DyjN1X z)JJ4r_Cxsj!MT3PX}D2Q_>tp{dy0Wy zw{M*8c7HSjC1yuix-slZ%j=vNG5-2q>*>9B@QdM`b%3;9B;Ic%DK7clA8wmx*m7|{ zKb$ukb%#1G4B+g55j8O&zkZ8SuQxtF-Mgv?tc6p`#HxP1&H-h5Zl&4n7No=~=y@O3 z9>s9~4fk6l5X*TV=zZME4I0z@z3g*7$~SjhJEy-X!N27$o62md2lTK>RNpA%?Hd8` zQ7r$_j)tDAx;rps{NUY4hKeHY0QIYM>xyEGJD^W)&f|jh6@FR1S6Z!K)o+1W)2QJK z<86C58}@oCt!$f2@js~UciYbLu3&QmA15ga6>m$$5N7Sh5^mHg&BD(VZ?5!-Z!gZ-&d}B zaf(7ZvY#$!=Sn|8>i>G}C!<)@BGUb07#U=|+Df-(&TRicilWbEI)GDu(uK}Y*?3sD z*!AJj=U?FKrNRumy~0d4?YA3Q9%~Va=V=e|3I#Ghvb;(N%(sDszTHvGmxp9tcZqzj z+xq6L00Eg^-2ce-J6n(CuSiK*LTAyx3T!O`=bh(eUFCWGUO8@mZkwe|v~qa@_RaJa zkHY|Ym`6hV;U=9)K;EyJXtk-I*W-k} zCf?lkllm{6+nqk?`9EIj<4D*AuX(PJWKCMYaD6Lcj0?tq$4O4ALlPetwO8l~;H5n%E^?c=L;@ zKufsAWATryGvkx}9~pLhz|BZEq1*!;=Bcjjffn%2^M&IY?b=nbNa<;P$IDtru3 z7uqw+*ZiwfXRGhI`8FBOl+78~GAUw_#DZSGlAr_SHAD0z38IU?ZnrY_Yb~ohj)U?8 zG{TvP|EA4+GSFLb&By(vWtmM!Q0Mzq8}@4a9q(wxMI;z zawM~CY6dT&QS_S%=6)!W64Y@9EAw6Xntj}k51!Naw!Q8`hwQNTIDhV}V3E&EDMlPj zDgT(IdV{fDgf36h^K;CN;^JaTk>3L^k#jMOg0AG(h##Bwco`jDA%7<#9!~;|>>Y*( z3y)gM!B0`R9(@>D$G=Uf0_xHY2TkGPpZLA|@EmqZ5AzgJjCp%(d#S)AxmNB14^``C z1`F?P?ZoSq(em}jT$6WO)R0JMZq!(i<#N!!X$A*n302ZkIXpfmo%61@1Gp0r(F|F`5E0gpzU zzc3xk((Q=$oNh4;M-F5j=5V?5J#KHUA`7l|zoNN>Db`ZkB`UaFc)|hZo2TWt;{V(_ z`~CIC$`C{4`?kG0%5jV1zpbv-gB0-+BD}{D%+kBEG;;MSD=e@e+?vR~0MvFpxHuwV zJ)hHFyI9^Whdk!rqZb~6j-R6)``$?@_A*h!^Wfk+G(7dB(cvM3ID!LT8+O~=n!N3m zc^aUMn?7G%!4`hV8TqQtp9C`B(lq*c$5u$BR5Pw160l8_BJ>wG)yB||WqFiqQI3}F zZ|>RSQv1_oWkjff{h5vU{gkl$X!mPU z(sdf7R!3_70x@!M3Usx#@A>8{-v1iPcBE7Z0{yXDot|%-ZvlD4Yqm;TPj@T0kmmHitNj!ttIY7owJe2{b3bc=M9J~%C9CXAqP+pKEBtjoc*TldO* zrUIFo2sH#~ZF@p=FGET!G!5B3Qg?=7&uDjT;5 zAq$Lc^sEHGv9&fr#jgH*L{VeUHx6I4`58kH6B&!&t-fVd9r>wS)6q;-tl4>tw;%od z0^HPvPBxLZx5R|O&K8>ZXau?MxD!C9yr%fQ>&%c&0O?8@+Xat{o=_RxJ*8P>O{{1= zih*p1I{z64Xy!$9`=c<`bJu4kA=q*z1S~PN3a| zDD=cQMZ!}y%~7O%i?%4lf7NB|z?#1e?8X+>rKO@N=85pmBf zZb0E#T}~-F#g9{MICqVCT0ZCM-5+2e!dUgPkPxd`?B_r^J{C^uY|GDY$}m#lk__pqs42q>^ag1{K$c*(+sm@WZ#{5FDTrhu^PdMyYa#oBa< zFG{q}CCceXSvFubaYQ8E$F1rHFzXOFhr;n^iNp82{)CYs;}xdJ6sUI6j~UG21B7&; z*^SROS`N{_5?G+zw&K7;ay$|Fl!@mB=rzPt5X1k7d_%f=iufU7`A@`nC;#*GBw`aCT3Wu&7k;xx4n(v7xRN%U(;sllwai;6@CYE>-8i^+`43U-x=m2Y1_=Va zU$Pt`CQVFD5j4AXD3;cJIF@kmNiIZi!;z9G@y*}pOvN)O-a9m&zQG*{Kb5D5cA_Vo z;=FXaCH}Pntk-W_M7haBE*HV8F8-s2Zp`;QO5Jyfi*=xcxosjSNwBDM6G zfi$=*(0VAG_rNCTuj*8B;zT4BB02BJf>lztd82eE#kG}BeC1HvNK9(<~|uq1k~w9 z0Z-Y2Ye-xJsrVccZ~Ji(F2?we%LX0bLoZ^*LNOc@%W~)yButuUb~Rd)-MRpnlSmQJ zTb%#steGpb1#zE{ASm9)xphq1T9RM*n#@3hkT^36)gY}O7rM7RTJ-u(h7xM(=DcXv zY&)7)R5IwQ|Awvbe^<#V5-zEDLu96^?4bO#zMsU~(jH0{TOF-DF8L35o85o_t2OCi z$nNoSt`a@e6l1bTjW*k-<^`|8zCzOTb&7&tV+))F=y+}>FW;=kRYJJ9DT|0%_zi5T zdtray^IHMv^A8!z=3N+cxFB|?d9H5iX?FdJ+%TqqEMJul0~2Ee>4vVb?A)kKThL=wSE zU^}?)ul0Kp9U5?{bMv50y~@GpcTtQr(kZ_U zm)_XXOvpvQfK5RZ3_^|~aZH}m9=uXqId3nM@;V~;GrH^Jm6g`(zutSGFJD$CkAaw^ zsm=GE=4)ikuDMVBA2m|yAS!S%ioYhGwEAnjQH8%xX zI+QTn&UAOflVb^N%f2zHd22fT6Nii)C!t`#o*zKKiH&@yprT~lG61&KQT5hFvo7~2 zxmJ=@bF(f4u;j08V)dylmrhi?%oYdEywflfag-s4^1td95`gsyH>o+~30?#U9W)yU=evEJ5rBn+vN9whcYj-wCYrk`s$GR-qh!MiynFYTW_7a}8 z0?=)>%J*fXWZ=HwW)8*`4EB-VTUnatt8*fvVwYPZLX`ln(y)ALd8V-0Nn^j!qTR|i(&n*3|tvlQKhe0-tut~LkJPVC|=$)B->G)-LHxdjcR*!7U-RMYHQUk_Im$Hp6}5)<*8pu9m1WT_*R z{|1^bs*WXUX_0lTQ6cs|sMa<}Ny2>3Qm6yZsD{$BN+s!35RFUz)k)E<@EJgQ%lnn> z70AZUBdk)Wk%s-Gb}E7iK%nUVfy)QP()#dj?UtNQEJ34L@Kk6aH7Ww`oZBw_WeiOs{o z9{Kp1IDZ6RENDhUN1jyleGe)JoSw&ONW^+PzS$D=K7t4#D*mm8W~VLX?z+RqCJPxXQ-z={tIy{{AGdTNR&U|wHcnO%j-BW?f+8-Ao62^(b zCsj^*)iROj^R*eNNniE7tm@Yy8DRNE9GtczQ{G370FG?hO(&tzdTF?C>`viPbr3bMZ73wj{rE|xeU%VK?-Rn`1q52 zPa6PyoOrl2M+Z`fL5-{Pz5qQ2LnJ1t(U_8jwB|>}df;OrgitPP42yY9$#XZpMErID zPo{QY*RYCw$aO2%xnA8*5)}$>2Nob>6|Fr9XC4|P;J`1c!`Js%9iR?m3QtntgBC2y z;Nih;zQ+k^)1o_wGxepCb1)bETI)G}yjoPm&TZSe7dRhT$2ahC9EB%@Sg&9PW(C2W zn`R67z8^VlSdW!WF2IX@1XerBiV5n?aYkxSCeZlZ|0H?RI0&rIPK~~;c<(@{9+H;NDS*5NK z`G?dRWu)xpa?@cqDOBqUDm3~QH_WpEj8?4&wmX{b!1_DT-{of~=4<(*Q=S2&Qe8?) zC%W^c@zOuq3>!8GOhXW|i~YFrbXC8j&5|deIo(a!R1^q-_GRYF70@)2fQPM5DIrd??+ zWAmI6TgB73UX%DIqNQ8aQQ|=28eE-kitM78M0bLRC6aaIl`N*OA5Ii@>CaYlFMh-O3=y)iOkAS|9PA@Ig3XRk$LuP7>D7Nclw0!+bB z!c#>4dC^y8gC5jZ2u5tN9e)n2^9aR#BO}40%h65M?#F-ka$<&3qiK?_h^l^>wDZ_? zTmnQD-*i==(mq-@y71!Jhsmb(xW^@cwHem~@G<}&>QvXs)QTOAmx?m~yq4r-!stPr z3ZFg({BRmyhI7TIO8q0i>dpx&?@0$qwUi6^q#%XI!hilCI%@RFVXyed9y@t-jVuAM z(?9hp;~U={Ecsq9<8mRcZ#Rkw#=Yg3$NAz4Y)|xEg*IS*elr;17 zVp$zGARbS=v)F3YJ(vDfk9J=7TY<=WRp_%MW#xa$8GN3lI zGI~KhSj)6HRlweW(J5e5r@{IL=XWpH1Zn7Yo7OYf37wf^Ly3DNrAcF7=o`o zfa}rxO&o19qcfQJN&K;7gzt;|FpO_{Zif~f!y#b4JMp3LU z-FAmcV_ang7M&{-1D{g~DZ+s>3F2Zhqb3|VcYv{;JZ97lzmGgN^w1DzIu1u&%=DGnjyF!aD3qDwxg?a5G%B+=57o{iSE{;`jI8Dv9PS>|$)#)<&VhmzF4j6*f zF2J9~`qkeL19amWK%Wu6{uz!J%?=jsjqA=&xG<8&36*4t;OW$4ZoN<;{!ujb-KSfk zgHi}93#pG>2lceOiEdrQp%{&pHBS_+@5H2j*=?$uWtPV%Agub$0vj6p_Wx{C^XqNYb?29eBIQuDMaIg*3|yO%A}@Z_ z?w@R;Bkc#(^1%d3DKAIN^DZSvhd7}Xi!ES;eN1i{*g z3H{sqc#X}=KB5I^vu;uSgyPnltxtc3U>B32!~Q^e2o_Jr#eiv$v4QYM=B%bSHQ$nX zh~rBS2~^aJXJUYkW2yCz}f6L>Srh_R|tL7h@ z|Ieqj#BHwpQSE^ww+_Re8c(g2(5wB4L@jFCV^-`y#bsIoYmd?|CVkEItAD@$*ZZ(L zf?ckqxihC#?sROm$u(HMhlAk4+cZBR1dT-tgxFGFOw zriGA(HQ4Sx@kxfv)8v0N-aL-w+oPLt%2zgMiS=5?G@D{3*pt7DV8wGIv&mR;>?g)r z?<%vpUUvV~j8ZpQLw3O3L#%$tQ&S{-$mcxlGDTv^eo5`AocP765ZkkrYp@~d%i#V^ z`tB#%SpJtsMnV3f=Ebd2>Cgl=WHI5JG{Glq2}dYnIU5JY$-mOL*TRc3!`Jkw*%=I) zkL^C;u;DeIkW6>2^HJm;9n;Z!p@ifR4NFdiC6%A}qocvCmOSx811@;9qQh&40r;|Y zT56?lg;xgLIV|SI40*!vQN1G?J|Xr+&A<9hpnF>-n{XH>nQp10bwCtuz^nry#4LG> zkv2N#+gL6ozuykQgQ12iFEb*-1|{&H_B z4xU<$m6??`BszlVS{&nwrA7QL{YSUywXb|iM#eT_D-DR>l>Hsc925SXDO_ZNhrl#> zb&!?V;gV;nX8)};3yxS(4O=DqiBvmZbnRLtQ(0b>H_}!t~z*Th2pk^+=%A`hAL%rguOeD+F1l^K~b4( zYzQgXdD23(0GWc~9qurdLomUxKj#U?Hp@xZjdH$`;1`z`s}%Id;;RpKVKA47k4B|X zgb9xb+IY{OUGtoI23wc~(;~xKVgIhNG^+TCaJ`i})EW&uNWPi9ZHy;X`~-NCvs*<56+#*r$hGUjWL(sx#q zCeDs()t5xPBBEh@!yDuG;$CASh{5FFVBZl1IcO0=Pdq3@zu z|6vRg!d>h5(YnRx-V#m#?#6vI+tVHC}7I=Q+m3A%L;001Y&;Y`R9 zy~*Tp!-!UF@<badKk#vjUBEt!4>xbUoSpIp#hN_=@F1h~ADG8BX$g+qIS(O(PF$RV0t!D-G=SDa zDv8}<1Li+D>5pNWY#Tg~buh73PGqaCsB|9#K(kUpb+J&1PZsp<8!gk^0i7o#LEjTu z+DuD!NPZGug)vl<9Lq7^*N&!P_HsEoiufxiYE z@n=Rv3Oj# z(8On>k4ih+g?9sIo;178S--v^Hc4~*c1xjzMoK58 zM~kO6BhROlnJKR%#d4QBQQ5`+PSdB7g*eWA_xrUU)u3w?ggYTq*MeRnd`vxUI=pyj z_Zb-GPvc&y>~OX+I%VQ>f=?g5n`4!jPmezc0{oY9tR(!$tlf(b5i)epw4nhCDL+D&bj*L=_=)m` zp-}cJuni ztmIN3=cKhDi4#B$QGqOqr@&*hIke#7GLp)AMEZOa)+cYNN|0wB^-?v)F4LD4Fm7Hb zhCJO=1kZ~Ay|@IW%~W$@^b_)ta-s}n^$uW3QrFPxg^p>*WV|1m|Ka|k8_56&jO9dG z=G}_+C$ALl&|!9`X=SNK_*cj-42|Ng7G)FX0_;!%wwT#W2~U$ItsIyuA%Y+ZyfMhY zbw=G)Dw-d)M8)`h5_x!$B6w|tXFZxwJ>pxPVCD&@gqe2-{ALef z!06qrRc1}n7vj|nrR>+F%n^|MnKnI!5>i*aTGci1KIAlO18~A56@q35bKA|@5dgL6 z1`{&!#}w#3Pb&tX3IP;B{}NV&ZsThbkDSnzQ88M82%4i>77*Z^eJz&LfkIZB=t~>% zizt*A$a^(Te3!CL4Dx%tv!ZHxp{r)5rM)+*sL5M{{nct+8!A+V;{?v6WAqqvsX0$1 z^!uSIfdI)p`FLpWKP*omKRG&DUKI<7r9?_`=3S=bIjM{&4|DB=0ABh%l%a0k7~Q=G zSBeLeZQ$7Z77Mv$gl)J1pp6$_*iu5DRX~_xm47Gth1wnx6~%wtG9~yztOX+B54g4i z(T%~&U^ZzA$PM33jb2ikWU>Q`$cRH`&ZpHee{B7wYSMQ#gkT8(rAJEYvT**~y>C<- z0FqQS4i6mEM4)X+j)@UyKqsjsLCY8bl^xQIclZI|L|tsurPI-6ul;i88AX$(#wOy~ zcYvL@L_z>RRDD_ukL3Le0d?bbry%ZZ4A4l~kojc;lAfcV<3i3lc8vu@LOug#2d;esA65#73Q1e1zI0K3p^@HUH3I& z>lX?0`E!5pGftc1`D)Q#85fMFf`8xAL%zkGxK=aFygw%V>?4J6M}hNb0O*0H@2&we zJW7mL8oc_)BD>r(>XVLbt;~-_uaQ(cypwi7gR|U}-ZPo05GsGkZ!@pfUzluhcd@$; zsDWg!fkXw@3?p^y%50KzR1wG*?NC_&3$=jGhI~Fn<+ZGMo`<}#h7Rre^mQzVbjQq z1}ME~k3RKsNR1qf_6{et5UxeWH2=p^zvxvVZZ#{ zOEz(9O2SoK)LXv~N|Po|s-3v>bLDfS)zF6@BL_n4Y5&(zR^W31;;^5_ub4we8R)GZ zfmBRvdy9$caT~#*fC>$6$&0_6Zi*F#lvraFkMVB5&wRC~t{^NK4bJVnsSXc?PYT1Q zS%!7ppcLbqQ~`YE2kxhGs6&VGd-MBASx7Mr`5(GhRlml(t zvnfeRp<;z%gHq(1b9!Kx6o&rYhX5d3j{UFQ}}OmEbWyZ*PEDROtv0*b?XE%UTq*>7tj3j;OAS_AYN zH9s=U*yZPZ0nMLBg!!zCV0lRnIrG98bOYjl8%2;3sIjUtsqi22RI%drmmX0aM?geo z2b{Gx>%fk={I2eQF+9g)#*55xNVmBDK`~zz!r=V;c)h}{Vn$;&MdD7AIg+DtT7OBg zX|8nsT=D?u16wp1?_a3c7et9!e|~@5?tRL8nTVmkQt*<9k<}au-7j_xY!KdE3%IT= zLTr0!-g(6r-x$az_#NH924EOZopx{SiB@tPi}hFE0#y1DKH6tnjpp;F%> z<%tkHe<&tVp`ENLIz2^a5BN3ydhp%|KVZUlurAf0F9J|k0zj+!#hIfcD*23S(FV`& zDpm0pF_6$zE_KDH4BV}`0Zg9Yx1uyJ417-#%b$U4iLsc&rug3d%#!i)*M zy<)kP;FY45q3)hepS$bhY}|$0GJMy6KsvPY>yTWHG#{dL2gRE?)}U>o%~$ZCs-KS^ zaGg|Oy>>cJ3&%^>@IXjWTO49y4C`b0t`Q_zX#W~8=!Oc<54 zPt0UFfAS0LoZhQ$@bZWl+^5b7=!fwtfaRbZ6cEC|n^j#Od$*-VusB|3yk_fDycm{M zUT7brmrN#K?!_5+pT^m?1kry&VLt;)K;_{6%NIaxw|m`ZhS$cUqP_?}-K>}DYL#_I zn|zPqqF4Jt4UQrhl`*=r@or*c-^x5W?yiF0wF72w77lzf?#kDzK6qfYo}(z4&SS(P z@%uA{EWzoi%jC62aq4<%?&&{4au&1|10cw~*|qbRnhI5ZbDYcK#yQ>n`u(7GS&ll} zk=rJ3;|Z`cW|iV3rogE6Okc>=eQ}xV{5pumvf@at`y2KXfczgh;5xW6{g8{#0Y_&$ z%wkquqOuFTSs7mUKQi6Y`(u=&DdA^wKZMTTzL-oQW*LsDNmSML(u11roo)y8-<$^pBQ66%_U(5)7 zwZTSWcR^jAY{U$&arKFDyrp(M#|c)B_kg&t5J7zJYk7F#>KjtW(Q}4qU8YQcGaW=9 zpp3o;F>?ttOGjn8`z^RR5D)+DSM6ywj{RLb?4|5Q@f5D*h89hPCs}b@6q(|L`wF#us4|q z#_SpkMtq5)Hu`~Q^=D0EP!3KaN_lbjx~O@*dyk-=`Re1M#0W7+3)%`trJF-(jfLk* z89a=`I%bjOY3|-n>^_arChCAgWyGP*_zn7?AOK73;Lf$K7CIrg+)Y z6_-?n-T)%t)!4}Yuy5)GSXSbsoSuZ)16DwDP_6*W6xhn*sVjSBM%DYK7>}E*&U#kU z1e2DW3Qun+2wqGmngF_$#i5GZwqDc#-K6zyUBG{8zrkDgj+(*%#512#{%tV^e}Y`{QiOZ$UFunv%Pu)+8xWBG3&-yzVRU;{ zy92x~YWp7eU8B-L8{-mPz`Gx}{B(a@dG$fOn*wtUh(NVU(bKX_e2PY2V}RqW__Z{E zRBlvy0gkwNCL?>$20Ws&(Ji27u84xbNbbIBkWz&Qrm%SLp##ch(n9s}nIvaK=>QRm zV1Wb{1BedKQ^zap3uCc~0&7z?3QtLm**PkQPKd@NhSwnG5w%bL^ImCX(*-;#EdYCn#UEjO51PD3BkjSm3h3VAX#rerDI0D}b|7-n}>K8?;|NE z>u<>ErJWD2{*)u({Y3!$OKV$Ha2%DK;POyb17eyf+KE$X+%-O){%CgpQn)wS;PMqysPPR?yCv%^-! z6lW^q!0`^X5Q()*3RT_YXvlY@2D-E5k+x&cYGZu&cbK}4K+I)1>8S z-+tNNRFsjrez<102QSVXVX1X=2bED^_g$I@K~X%z1pMpw|FDD~9HhqnDUh!g04f zg;3YM1b0=M)n!BPZN#T{+WhzW#o0BP-!VSryK=%&!iC*D!baQ@d#XADsz}N0I8K-N zBN|BkpPU^x`j;-hu-Hn=UD8=KdR_jy6TpuE4gxfpgvfs>rvPaTqBB+ntW(pv7x&6A zuj$z+W+(K7_q^$%sB0p)=>ZX?34>Ks)_Vas{1VTMEd$3ahN`HmBubmJiUiN@+59PX z6IUY|k?Uz6o`GP_o%0PPz8kIb1l4lg;V#Hig7Iv+3gI(c-b@R?+7On93r5DzDbsjB z6b@iK9c@T+>h!d;KKee(Ey14Wc}+K$1HzdMf5m(s; z4aq0W^(&nmg>9{m+D22agR<^<({f$@)j1F+O?ahdM2gh>J^@@w1%dfKkX+OvZV&cj z6rIDn#5JjL6Htuc`;@D+n0hoJMS4j6yY=~O81i_s+AWBTuh|?)FO~MAYfvkVLdBjcxc$N&3U+hAK?H=ca$YY zxt%-B8$i8(L@7o*OxOH1iiw7w0FZr#Oa?$0gfpK|Yl-yYBo=cds!+GIYw`=<{QJz8 zBD28{@ow@1(!}RAikT`5ho#6*@vJ=0c-3CUKJ@4ba*g-4sJ;?-R>Yg zd{I)XL!X}>mtUwJNd!f~OSKdy@h041EvY(;uJnlJNHHXO{4Q<(=I24diGVfV`zu#t zv$>-qj%hz7>hF?Y!M_S+>`(+5bW!0WTFd*OYxJLXUH1B=M*s`_yo@^K2xO^X^p{Cn zaffdc+miyr$6G-3=00%|UcI_Qv-n)B8~4=cpg>t^VLI)e7OY(J_EZC=2w(Z|CwCA! zUn<4OTk~KfectL7QEes?EJhTGH6}=2`=1}333_T$cl~~p8T)`r$F=vYT!>C3kBHqo z`l#|()8SFwH6VQxx4NFEY&vS%mq~PUuh(xL!+{IbKpg6rk2{G4{WhQ!=+vF0qOif8 zmZXwgrX=BYGEJZPp+X>OBA&elQ5Z?qWHZr}plSh*T&RZ-o;^q21IaC~7LST{qA7U~ z?*V9pGA_~6+Tt!U*883C*Mzi;=$@J$C@i{UYB~jPF}IF2$0AGk?z;I>gQpH@7^^*t zjIBl(pSF>5)V=EMqK&Bw~|`{Zea>H||1gGpap$#MSrR0$p&nXIc;2tM3^U z^0#F$($C8&SZ^kOI~6%AWo&1zm6$Sej?(iUyO%XQiaCc+p97MClsmFi?h_q}IIA>EhG+o(yqwy=JcrHUd#MYz< zBm6gvD!i|WSz*aCarSlBMkWxveI24e-M>C_YQT%=R9rN9TGQwdOTT^%zf>(lqfsMX zZN+crrFv)(_c6dBSHOF9+0N}>141=jzfAoyRj9gtbjozEf{m>9U*bWPjb8n}7n4z3 z%k+`^OGH$4Ny>q^KE^L6ToUK`Dx*Erqy-T`PEsz%yb)7 zQZjk~5$#0sJDDVm@LDU#!2^|0h5N{vCNn{1A{Efz2x+Njd$sntsD`R7rL-J;@?_nR zZrpMyK`$|-p{w4L`=L_Wi?c(6@ZY(x`eZx(L-j<;L1ei?Vvt#4?9U>c46MkBYXgcgB4I8?D@!eq|{RT~R(_F&K_{X*N`MeKTJFqAW`F9-2?g3o zzjU#3O#&19`U#ufSatsSk{Nh<)M=(nnX;Nc`()e}e}PcVvzc->I{?W%{bB4W5-^Hi*`j_c^YPu}#E0Y%A86m!!6HkgG>w~&F} z$L$sfET{6;8}O89Vb~;cBv0nyB72~g@4H^xgxCf5(A6jH7Kj1*35-As4*C%&C-F9KTw607f{Umi+zxjSeS=IrQ>}TS-S^K&-dgDR;ob`{tg+d@y-;&KQvqmw)<1^hl1d?fqF zf*rbl6MRed%}^@IJ#pugmm+G*#|0&|_02y&G%Z<~@xhM9`+*h|(Rvhdx4;QyI(@2? z6;+ESmTC`eL5*_b-a@&QFv=oBWu~g3KnE(?ImY0RAUUp^)YFsRYma#%5l-sUR9Pw= zl`V2dQQ+)slkn|E(k1`1ro59F>xSr~$dg1Hp5^yu?g&AeNi!(LK~big539NpzfwKd zlxVj$OU-*{;hu2j2g3PKt@_l+gED?nbg^~q&_q2PR$)Z^0gJ0n~dS zCL%gv&^q3wQ(go#Jd| z&011RMIKi`K%vEEQ(Vs!geH!kCqkjjuPh<;E{sR2kiw@A(1G#VT3qZ*47CjAPtZ9! zpDM}{O1Dhh?I+V7W>Mw2<)u&gbbocLBr$dq8b>*4ODqWM<;G(i=Z;Rkerv3JO7{)Y6lZ@u0wbSAL$Bbb4dwkf(Yxh6k{&@PMA5o`oW=C;C6%T3? z9Z_UWALbhHhmEgXSON7yq1W&Iq>n(ZY3uii36S3VNuXYeZ(^WHrCp9E<#Ofmr#)nc z=$@oUvhM~h>?~irIWgtuaH!wpe#VC|bvEx=e1^t%Zw?n)C<7d$Egh$E=qinfbppvv z`mx`cDB9?j;MTErDims`<&jwUnF|x>hua}k4q%Ppt~URid;Z&~lhM0hS&Q+SWeg2jdjj?L?63E6GRxUbBWy+Z@j})0q%WW} z`Axk{AK~Hv&Hy2Nw1%m~%K8)7orz5smb?BPj#lvSPx1BAm+ys&TJ#joQ4B`e8dN5< zc1W<`&L{f&p9g{Y@&`;t2LWiWObRq`N=&afsmNNAUh=kH5Eg=Ia4GKtiNeR*oQi32MAl)FT44o=DG}0kmQX(x#_s}4n zcOO4~@BJU{Z$3Oe=bV|d_gZ_c^?tvmlz+!#?f1}{R%PHFI3DUpoX_ZiRwFtC&h%`DBJ`+?`CT!g=wjQ4Xa0`D~<`@#;h^7szt5^awP!x1MB3B%V* z7|@*w5tl)uOqXWSA`*JIQT1Jfi(1w;kWeWD0bNj)Cn3{>kXCWnk(r&WwBb@Hq}0*Y zLRh;awCbFge|dTWY$Tev`2N&KUBnRqq{nQ5pO(qS!`T*5ug^d`eF zg9;6Hp4ue#jyXtdI%sdMd#;H&##HUXekop(Eo3i^ZoMq(>FZx*96rCRY0;@b;9d7a`jba7L!8luLcTh}?xrET>46>vOYHgs)lB`kf$vhuB1jSw=Uc zD@@=-Y?KjU(hD=!ViNY>`GQt6s6zL${@%_57Q6t}d0NmjDb##8bV;w#L*Eh{l=Jp9 zdvez9PpuwqCjgXaFP3gDhaX~o*>AOeK8>omDfQs^Dd8)7AU$>=^3k+=Dvw3`KFnkJ zd(1||qdNEY1xYVT(y=$hzX{lWy#FRA94fx3l0(EL+S_4D@Fv;enOI?ZqC+etox;Js z%@c`8O?~BHvwG%?cbQ9^w(!pzl)dn~bao(3PQBOjmXYx@Aw%G6>%C&Uk4l*Lo;s8a z)s!ygHH@qcU;M#cjw6BAx4?gE z=XTF{bmF_VjI^&rVuq!yH=+a*PdX~ZeTh&)(OCBXd@&dv^jIo!6IBqBX?-A?kiDd$ z$6@4l=JwTg2*+_jfc}D7g6mEI$*Oq(T9`PA;j?nInD@Me)R?yE%=1K7%kIx2DDS&9 z^<(CoRNZ0aBO)`G338L35x3?wYs{5Fz}0*q9~GWvIfX(_aM9Qc7~1C0~sPewG)JFPRrfb(L4w4bZr%yK~+2k`d zUWvPSIZi%)7PwxRO|Bt@VirtCt*n9sU4H5>2;RP^JJ&^0=wGnH%_LjovI{C4TXWvsgxdJJB21Mn7N!`-QICQr0D)^ zOS^maEX_q2S1<}EV#+N}oMLO2XwGjN-6z(DH=D1>t;uzJ@)NrTxx7~0w;-=v3AEh# zoKAU$>9U9k_C%2SpYZ4vPbBi(b?iEsi$PP+_0MJ!%`8 zE|b9Te29dGb_eBn17f4UHd9Eki|#-D*f5FJw5d!df|zOPHG=;c;(j#{#n%8E86tan z{RjbH`U(%rcxf*lm1(_#3*nO1lkY4WHTK)JA}N+&uxWAgC3+vrEa`I30Fy{c-dN4E*LgbBz#zqUhs>=vhC3o9lG!zV%K$rM=JLdeZ zTYzlXmA=wIX~Rx^2hM~>PgLgX|L(?xRzUy!POjqGT|c~vV4s^Sx0)eYD&$G_&BuhV z8cmQ`v2sKub)5%HL;`xSfO8xIJ;9_u6Kq&?p=QO;uTlDk6v3W$Gc)3pyl%!G)&_HN${v02CRmOZ)AN5k_2;3S1-HwGei zUf5OzQuD%=*MMa%P^FD=0?rYWM`>Cf|0ePN_M*1U=YHfl3Z+&#xx;CR4 zX3u21i8zhT4ceZTw=fUZzIB`KdVAaH>tHtihxiD8(u))~12e;_(t8B*9ycrodM7`D z7Ad#uBQV=07DVi~%Guz;Ih5j$m*5<5_6-@L^l!jtG$otIJ@a6R$lil=P&va9xlpxq_Oxd8JYv8J4^sMK4 zsqu4blc@fl<`W{PJZ?ijRu+zhT&tt$<$H-c(Z7@I#W{|X4;Q{VasMPbC67W)ChEUw;&}08d&qv^Svbh(o}Yn|cc|RscK4 zQ*vv*I(CM}AUrcbrehq@?$ARViFFP-hT}!7Tr$T2RE!26wDj$Gqjsd$zr9cqkYNN? zZZU&G51{Rtfx1fx22Kh!z{@UF&h5AZ&}pwLAF;mq_wAveTFQ^1=nRm`%qR&~0ISom z9e^dwralE z5jp|b1M8`BpwSadbA@K7QiAqzNKx>0+XJaw7&*ti%;9TL&dmTJSYH0H$+>?SV)Ywj zPKUIa)!?!Nq;v48p3mxGO;^YIB9SZ<7}VB~h0J7k!EIP|qrF~0MSjx137}v&N)#m? z;8|=zN?!1y>AcZitMYp*QI!y42!INt4j7arG@B6KXACQo)Xx1w4&D%r%@Y{g6^{cy zd2Bp7Lat1+RrD_cgXIvy=-5x;)8BdrMW1HiCocc=&;FIV#&L&yFIz!Eve>t*bDIe? z_pQ<#r-5646^QN@fCO&SBogQlaxX6CZgysYnYF-Mg7FG~f8x?0Ddr3Y)$4gY!F4(} za0cEG<&Y5InukuZyopFzD!XM+Z<4zKg-#uy<@DSK8qyum_2bCz_8~{rr7JreRGA@IEwcmqN%Dv1tf^`^!E|mGrcGED{_vLlVF2Q2Viro zGbNi7;Z{0MS|rv{SSEe3F^1S&-NtEUl9tBgz6+2v>^?BnZ+KLmE=I_Oya1~`6_Wk^ zMbwoj+m<#~>nQ^l=jna{FtU9VLsGCk25(4JOtMuHdq4ez$Z z!G^0D31558LDqO!t&Zpn)`{RNpN{MmmM3ca1UA6p`ljiu>u6(4F=sd&otOqj|1?C0 z{5Ab8Of%I)6dH(-fU!rHwydtmz5+(|TR`wc8}4$ZBslvmag&Ej=y`zn@P)RM8s;Se zDnW%%0>Y)_1$V&p`PAnFqoRKwzjc0FQRfcDWFB#Hvx=Yv(*7qu9P>0biMYaSBe$JPY=;-Tm#8OrJW&?8Ce^f zfPLiJYn8RccjS~eeP$ocfXnO3pIY7bHzut+LOaN@W*X!5zYWZR7KyCJcDJ4Qx5c{Y zO_XZ7XPl_Y{%wv15KMk^EEgO83obOF;w6S5Wmrp`cY#R$;StOL9$m$w?)rodC0c~A z&*LSZK^w99*~nggq~h6-K?6>_+qe%7X5pm7(zfRSZ=WL=Kqga`H%#)>n*lRLs7;5yGN3J z%x=cf%)ig{9DHc@(e3gd03QK81_=eoCI4SM1bM^v^qMBfD{y|t3kYs@fTi3Oa;B$( zBgYI7zbE-H+}B$wZNA>PKFkxV+wZ1rmXfn>w;}bHd{z%s$8gbK!qfZBK%&~h{%x;q zr>NqG)6Lbc@1|Kr3o3T4sQ39Od*TTy*!_-o@oo__^#Lg3ZxIkzlW|P}e9;X^tu-x= z^gD~C=7A)@8S?F>x{T{W*>gh+ROb96N{{P+AafE@t~1_;Fh_CR%lOkB|N)DpdT8a1L^7wlXCex>c^H!8gAp;GPq->>edQw z5EljbjhpcXJ$E4{h#SaKwKJ~22fpe-x<6Z-8KgN6kjGB2y~vJj55;$bG^(y=KqTP= z=~Nm(+;Vvkybnbm8OrFRs$kF}EowU7u!l_7(AgpI(H@Qn5S{J-C%r33ASqNpBByWt zCAd;sDiqHJ2*=V?tU*brDJ5dJI^}`e>HslHYCuqPedICceNqSBRej&SE42yz2>7_5 zG<1eq4n1Wcjq9I)%-qln-VdZ&aH*N|@$5M(^63YF&S-Q3B{92mFt6WU&G58`a6GlX z*MES%E@7K-+xJWI4umv~UtSEn0!w5Xu=5t*eGSE-SOolsv{NK}7bFFP%_kX9Dks@(=!hm!N_2Wkvo zMm@(fLst60i=^GgSDylzkz6e2Pb)Yid>+(hjDOeY6WR-J!jGc@Owoc3u>9QJfGjnH z<*;ISy4^Ec@GW=-2f%I#U8;Xt{UyNC5$h<b_LWnb% zopB?}PjS2MBr}fOc)24A)T1*XsUxOPR-H+`9L*vYL2WrAI>6J%W)Fn1PJe|%KY}s< z!O}VdqGME1ud!5hJGWE!dp+)f#nyrg8Ei(2G50S;(q^=^#d-!dwu3WFE_U3zxecGh zG3AAIz?C@U;o{`fPHc*J)~^a!y*@=>yAF8NHr-AAjE)PwanaqZiQP>0(PYz*ja8EE zWeT3M6GxC?ETO;SWTCT@)AI7k&q)~eSP9-kt)^*S&y2{lwQxbW^ku{(YG#vRY_Hrp zYTNpTSjlvXKYxH9Hx3Q$q*qRPoR;N9e8A#Kpys@x$4^VR07Jk&RrloD!)Xxg2-6j( zCP4Y!7g4X*-I^qQg?LHATZM1upU<_3uy=n~)hLB0027p@NUqJATZs6^W@I$KHxhcm zg5R9j8MXM(Gs1}JcBAS6k+j9OV*Q=(L8T{ur}$uVdkpk`0PbbZYGS<%PhW6UdUXaH z)U2|#VC?|Qpx_ecOM07tgO+;dGOv=>)Y!_wso6_tQr&>&+LAya~8VFLV z@6sGa0~bK8;?pDf__omcxSW2ePMr3n0_jx*8AzyuNn2xHrv6d zH-w6V(>>|3UYa{d>l(KVlAvjG(Gc<(M%OxpYC|tgY`4QF)8t$-laq0u0OJ^ z<=v~(r3C_Bcr|C?3fvZcsHx?9?!<%So)ym|9T5cW7eNsct9sK#(Y==2Qu_!c1|{v$ zmE9u$s!!Q9y+W6)_aIX6w-a3~)(crTdMu&)Ad z#0z|o%ySbi;davpQ7RgzM6{Pwh6!g(L9mwTFV`# zHpvIitLo&cJ0%HkdYC^wWXg1jh~|wTb|yJF28o>WjJRhkVl>w~vZE7*qJ^8a(w*VSd;lU7uFD>tV>a3ar2iupGC#5<8USR=Q=>%BI0=@76M)w9 z>;)UQ2&XRH`Mn$L?)ISeHk7aou_+0g&%5%Bhn&yhP2rTXr6Tiwx7#ev!&S{6SYM`zVPn$#K?c@^k-kZrF2-Q@c9=~D-{rd(R z^|)%JgtWJ&Q_(QKDS=HJ&5wl;wD=2_-h%0#KI(9!C`v*MMB0l@{M93c1nw;hQeL&> zy&QGpU)`p=5*j)xFe5i$9~3fesc&v~ff#&x`k{iSBuJwZ;dX9!f(CMRMbhrlSwhn^D*P*P)GP!?bhhR$IKP(Wfr{1!qe@DqpqPvKJZ&< zP%=1YR+2iIG%t57-(G-xVy?KRoHgowTfvOpn2Qq;%b8*pU$(d~B1b^CuYiMXiyMo$ z_yW&in<@2mCh5f1<6cQ+5z5+xrTB*m%~bBR(r~t9DQn`wy|Ou-e0=JcZ_2%97rn7U zj1?U901&B=_e=LH<|gfa>LXyft_LPW8TMui|D2PwwsQ8IE<`*|GncvrzM#rLQ^R~e zb-yri9#m)VWBTXZ(Tc89);QkCxy9FC7e#c{U3go&;Hhb|pNo5oa9Y+IN31`Fjh=RD)+N1PpHDDEnk2mjr$=FnVRA+ol9iY)t|LHAD*>;aAd+P7PkSvL z`ON4BEwL$Mn@M3Bxh=cm;laVNkN_$hO>&C~DLIy;@UGJAWte$Egi3}&FGfw}0V!Nq zdu3uTbqzCMC{fjjE$(b-X8t-fOq=tgZ~W{n(yGWn^xH~g40PnmTtrwCA%n0h`(^L- z64vKB^PxWRzD%9@m-Pp8CR#m-I-_$o)Ipr=CjnM|e65X_P0yK~NxS46ZH{Nq*E}LZ zfP6%LO(ux4x7^xHnC<5eaE^KBw&7#tMJ^Lhykx~4;HaCnF_ZOf(q;~O;B6sp!C1F0 zqZxV>FBLxOFpPxlVc#2roNMm<_u;zQsi&0X8wP;#o%Nkh=O8RRXE?{@L-4WbvBCvQ z7o8rbPYTzLcxJg8h6(|SnkUk98b?K7h2#inZq|-^56Q10+~K&mQgHa-1x6UDahtgC zWi3}(68AIOTTI$&k64>p7lmiBVxItkRD*nZJkxmgpys#PJrQ~QTIaY1n5piwvXGYb z*rwZTPgDViuqsGyv6G7a8|D{7(b(gLm=k&<-;_D3)_kGu1L{4aK<*5ZTGAn=ew8{6mqww$ilO5M}yWE8a$( z13^u+jmD2Mq!>0ij6Ca*P#k_spQ-v8i(nFsJ`-Y|h1=I8>9LJoBGOM4-#Z3+p9v|@ z;gasJlssQqq4ai31d|GsXgL{NH0a*u5N<} zed{!G+8{n&J76?J&HRQ_)L|+wy-kR%6y+B%$JuS_HKvijznX0FtJGvrqkox~#Q4&y zahJ>XGV)A{@%samBWxdUGqs{b=55wUc;kKUq~UnRLc?Phpts*Bg-@kn=mZnls7BH} znWpVF=|TkUjonMcm0M;T9a=!oQ%XYwiZDA!&qTlB^*ll}N0v*V+$CmW40%E+8-Eeh zEXblKDP@N5hb!~hgtj%i50-RTw|IVFJ9O~*k=f11wK#N2&sV31JTXp@J=KI}F$$kP zI=$kww&>lIpW5AN!e80u{Ud~()_XxbdSs@PomabdYXA6CSyESM2Kr+q0;OK`K+8G9 zDbpY3JEpCJ3HSc|x+u>ZM8z_Tz-jib-c8arIYiXA2gF!mGWDCmn<`w|oICy)0{wCv zai9p~a29yt&@XU!d;5XDcYbUU7M5JAI>)KU7!^vwH=ULE7mV0#P7|b)-Rhf_2i0YF zx=J|+nkw5OD~qOKoIkc{BIJ^v9ww0^tcPs8?*gyK(1FuP`i#@Oh=7MG%Na7f zV5+Z=HoluvPpgUXWf?7!fli;&#)4|+#c4-@7HI$@ZZC}dYy)HS5^TR5TMPIhAnI!+ ze)!2TenMoO6T#@9Aa{N9VGplkP>t552bI&OHlpwOun)64?Yru}H3CYquxD4UQgZNq zk+_w{);a#?6;DkY4f<61`-^p=Fo_;LFTHybtm<_vgH9DLJ>GXTJL56lr}0odmn`bp z;Wak#v17CED)FSppEkBC9G}ipoTb!=2!^XAiohW5Lb5yE<~Mu?HTPtT*Umz3s;nI| zj~_-fdrWKc=x`gy+hsn^-1I;szlJRIkv-!l}fKd8cdjvZq-SO{Z^pk6GbWk*oPUYQ@ed>q$} zqO|ycLWBxO)x*dj%%%`V>t#p@&M2FRwqzj3ic!!WW}Twqsr5IdIrVRxYHXD~}KmH0LC@OqJFlIlO+ zbeS9fnKz}7yBcdUBWg#o#hb`6n3nthemN#R6g1`1reC0DXSFeux$$OwNPEj$VQ;c0 zi8t|?rMHN_@E7R4smrv?&MZ5mcnAn+X$}9^i~}42EdQ>py;PfC4!-~WTRXRxT0RpI0sR9B@Rp|;udhaDD(xpg; z&}$;a03m$goco@8@Bew9uT7r4_b+SKtXXT#>@{W2<@DteK&`E=r4HcX;Q^YsA8@%s z+@PhRV)f8KUtQ~g8ZH9>h)b+JJzeoR0l>}O*V{njKBvi3Q%>Sv06xG3kO9m9nYFEt zr}D#x4**=c;=OwQcRHB_aFPIET;PAt|8MU9;~$xwy^k#b;E~|y9(F#qZa549076$= zPj6oUAX>%Ir2~9DahRADhp&6%6vScSEA03;R=vVDe`Axscnl3xa6DJKQrbFM+u<-2 zhxu*(gYNhr_-`F>95^`|_U`uH&bFLazIf>E;o$6Q|5wJ}xBrLi|KR+;gKn;VIGg`U z?6^C*kIQ2n-1E+r?M~jB2LHkzY^~KE<1jal-tXyq|B8Mahj;y4o+#t+JpjO`b?{by z@;5&|ILOJ+7>94*=yuM&T896k2f5qm>Ekf2EdD1K51lJHS3Lc;J}Nk00=IB@!O33h zs*Q2_fB-vtRW%&u$6>B`3&9MGuE@azNhCt+gNGFf$IvczYOJ z)rHd;^vT{;goDdU&QG~P~h!naHShgKEa5!x0(hHFn{J9sqoB9{3;Y1pd=caA*tTKRKKe1P$in|0DB%Z~MQc{L}V-*?UF1vi7PK{-?hG^tCg_4U> zm6C&!hw{NcT%42)lp>Uxl)ShcmVesK_22pbWs5WL6z8k|@#_Cx*VP-~3_QVU;tT}f zc)f96z4EX-5QvldpYO@PG$mjs5Fya|KYFe7RbT!eEr`^JREd-UPNI86GDIRo+E@60 z-aH~+T%HW>uJ(`if4@2ZaQv4A_W!|!^U6PR1pexESAF%Wv_DR7SDfDVzV;B@*Z}}4 z9-e{T&W=vLoT9?QQk=@Tq0F9B%iUIxpVQjamGiGGA5L$3AA4_qdpkkkY8<>O2LOi# ze~oW=H-`UB^VJ0a`F&i>8u>TP)DHm4d;ow!{NJ=YxR^+v2LKI{wtn9Jf6K!Syn_JX z;~*yb*MB_n`?%P&aCv!%i&w-c0C16fd3pZn^70}dCw~qAI$ST8fe&gBX9ob#)xC=P z00}^ZM~e&8xWV8`H#}y5@GlJDA{@&<*b?u~zj*L*JR-O;9ajPFa)@>Y2>!+Ij(c9E ztGJ7k^!M|jv#qs{HSQni&EF*mghfS#Kj8mQDSVO-pnvd{MBs83Pyz6-65d~Te0&gy zhya93#Ds(dL?px{Bv%*dH3~9PQu1pgBxF=%9}fh=CjjB}#W@Er1eXsG&=Atz6j3Ikdt^;~%j>%6%jAzFT=y$G=?zAa++sG~ zuSl=mU|?io=DE##=k7gm2}vnw8CexoHFXV5E$zpKPmGLlUBTAQ-oeqy`MHm;pML-( zFep4CGAcUeb!FtB}fBQZ*{&Qk- zYWmmA@(N;gZGB^NYa8|Z@aXvD5Bl`%$}T(r^tW06SoVL|MT4^opMU^FKzwBv9)1As z0?`l<-V`CCRenTl?L~J>^d-sl`^g_GJ4w0343P9T-lNxUaEmYVpsq~&%d-D>hQ0d# zW!XQ5{oAe?fEjk3Lfj~uBMYY?e12`6yyk7%?Uk}-x_yjj(GVaW7hwe z2By824iFEA)BbL;gN=P@B5IUoGTL?mMJuqf`>^EP|Ly<4Ui!&Kk=JCg1%9XARynOd z8+ct%@!AegbaY6gK>SZP=DJ?u$b(p5wL(0EM_@IuW=~u-##B9pn)=SR4*RQiu%c7a zYX#c8KFM@Ts-LQ3TVq_hx8GSxr~Q8V@|lu5$yV|kwGfVTWAx|q?)K`vw%0`qy7oTh z^MSMvqTfcUuPeqdVq6Y`4vp)=$l&(&A7`e^s6U%Oh^WaBSa%E-qg5VYf5-ll_WcN? zxi43EqQySA>g2e5jbzll!J6rQtl{1e@ndtZ%Adsz0)BzFSbb_Pf#cH>!P@3;+J(ktV#cQL7SL?>95V-&BLpeV+gdx5PH$sY>sUPcSr8vHR9ELLpIa^h;oFJH)!l-FB`!>h=942j8zuXVY99^@NZ+M|i`!@Ez_8sz7#gJf$ zxQMyJlQzt-tVm@PWm=h~X-Lu0mVc$LXOd^f%G3NvO;%))>X1AI!5k_pgnfPeVfB{e z=pyLmM!}p>)&kB2TeQ>Qz)9C`^x7})LBGU(nbuc6P=aa+5 z_r%CAbp4Ba+9{6`o@PBlJrM0l#7mUn4zTa&WYMSyV&3sRNLnOL;HdYiBjrD!83-0fP+}R0No6`Mm2}AtNN$!|S7Z zFd`n@yPyB*n>$yYNqv2T!^0@jHeVa{u>$f9X^DMP`h$3h1IF2Hg}bfo6AA-G5@q@j z?@ldpDqb0G^7E;V8w*@<=ayq~7P5CVvSYdDo<{$W?+r~x2LDBE8T;)OYFKeT?LxnC>;bo(iu9^00)EmwpWIOH?YK zrscfsSZ|ZPDA?NC~tqz5=acOwFFvib6TjSEyV*%|)JDagpQCeUm*iKhPUIF5VsUjjqKPK^uv_Ftk?f zdFL_*9{1;}9R?XH?;gZJebRv(tr7vbPxjR2?VKAQmoEWQbigvadr<5lvMuYDR4Npi z2UhhSGuORqk?hI1XI?Mwa(h6UjiZy9Vppz>5ACB{kD~w4GXwF_Ox{1}d6rE)a|!UW zX1^ic(w%5=Lk=%Zyj>a4M7Br3NED3H@_Xttvo?y~%gnExe@;#cP0KLP zLU@n}r+_yetth*XYJHzI*CNKLzrROt0kNmkq5X@jFn5KimFvj5s2@^;UY{W;6DC3K zc!?}|sG?fXF!mP47R3=)d+HGWxTSu)u$!Aqj+HKZ-zL-+zGLa;@p;?(*P`B84k|?; z!u@?^O(pS}5xj>A-vT3tn!<3^&-{t5J?(A!{)bt9y78rsuMz^}{lZ&*he0jn=BFJ= z3J)*wKj~Za6&;k^hYt^Pr{|T-?Sj@n+f(|zn&;*v z3MyM9`&pbgZc1~XNF3HYs5CEVzLjbVs-5ywm<+MEJ6<}`h1Emw7dvApjcy6>Dg|FRz|pL_5`NP@bkq7 z2zG<&^^Py-F_b9vX&X$x_e7FRv*+ZJAezH?vq)06On(5d! zoovnDW(ewW^Vn!@>Sd-V_NM5pGI@5lE7___ei{ z_oHFedKQ1!)vuo&S{XrARosw1=27a-<~o$J`{p_$XSqRB-$X5m#;3^-hDJz+0=JS1 zpZ{XhpAP%QaT1L7S<#>V(z$RKMfo~^&P8g^bIjcQ_Bx9oTOfvkeh_lleHI#y8h<(_ zK8>(Ym^rW`brPx6j>p@TGJb~vUBE&~p|>wmz!J+G%#e(y`ZOji;Xc-G_I#04Vhx>^ zG6Yz^#rk-tJc{gzK0De$D^+EJ$-S(wiSQjSU~l4B!hW0`a5qDNo$nHO4k==s$hS`( zGI0zihvp5?cR<#)hLV@3p>dE`r0W`oA}x3N^w(X+ux!o4D6_uG%Gwm^72Pbmo)ic2 z>^`NN()|*vZBoe}b=*elGuYn#=F^mgqL(=SB(0gYzTOULJ(t*FW=}h3fZSN1VArZJ zB`tbCCK>YMu-|7qd#Xt)UXbLj+lTLlXCF8|N?`Vj_eN3O-R#V9oml1x-yAuOvFKmr zCcj9{Z{?B-^yvlTncprycfgJ|RZDxsG^JIb#wHi;z|AiK&nZPder&2B*c$fk=}nxL zDhtln@lNfg_DFJK^+^dM(v@^W(z&VZLu&y*@ET7vr^j6Aex(>o9GTo8fbZ({?DeBX+g(pRW@Nw{x5v8SrgT?jak{nFrU5i94Bwm-nZ9KOMU((6gen|cXn~E02L#~ zl7t{iYLm#`*HTd{2bL&<8mWRR6|B8m+qT~XPa%H1X<{&r8}RjJ^p@FFS7`s5uj=6=_G9f; z0^G|dS3U@9NcbaGbB@NR+0YG-wQJIhlzo3uHUeq`qNnHyc4<6?`sDvCau%G-j$ev?A%|h*GgVD=kHi} z=*0ffcCnKAwBTt8O3`3-h#jk~OCDt;N%c^pXt*G@3LA?3^yWl^0Z&$A?lC!Edwi&0 z!Rz09oOIjHMYMM3U(kMK9YZ2O!CrsKth4UN`}MFwXHntD4b=B4;{;yFaK+-~l7QOq2|$ec8K!=--DlrR)vZ+ zl35;s=MOLhQTvP=uiU&f?GjZf%NT_S*hvP1=?}WBqNj$sHac^eQmIno2p=bvaJ3p# zGUvr6Ucd8wpSKkMqsW)THM&z&(y1iu8R}*zfHm`=X

;~swOiv4QEa7(0T(=W z@b%j7^H_KgC68nq-=wwbH-~h_UrHceZrgY&QzMmi1r85jXV3%uYUmCkYQ$U)Jdjcd z!UwiBD;}%2yUF$4Fs2?@EAtle?k0EcBQ;w&WVwB7{w; z;kocw`-M2fC4jG&zc*#7TYLO9a-){)R@xlvmt3zyLQelamo2worLS>1BUaj?v*Lry zl2fPVZo_&x!xAU(E}^IyGbkR4D6isaXKCSL8h5E5qo0yzLFqGXq}-FIB$yynd2dm) zmy2`27f6!fgpl~A2YJ*IcVO!JE}l#$BC)oo{9T=x7D zpu~_>Sea}GMMu_T%?{j{_wZSbIXSa+2ZgE^bvG+=KdYLYy97RNGQSk;eW@eGH6C6+ zR%?yKO+kePT7*{AhcUm$vqKwT)Bbh!u{^&G7Q{QcJ_+jADHTOJM811=N1D5yBTeq+ zAxH8Xj4--1sF|)alqY1KY&Q8|F?K9`NwK&2J-|-YZV;@)t#d|a^+i-DV}`bWrc_ zrMIb7y&7!w%cYOnyw@iH<|I-k$kyY=l}ia(GM+r+Y5B6u#B-PRxd5fzA;^(jSfiMW zBf)tFJ*+f&6SC*Ae8_a|lcxVZ_cNbtzb~>OlS%oIyT`ivF82k#=_qrmc~S{*`56uu z^VT^vv1Li_9_^_-iC~fE@8^mM%%HtvlK)KcbrNfM=Bfgx1@tD;Ev>E=@g)G||M6a# zQM#m2iILH;G8ZTfOjpm;F%&crJ%VUH-2~-26+q&QAEcu}eu2&PoQ~t^Bj^#TF?BIheTg`J_h1(Y9 z(7WePa+8+x027n@QId_3?vq{oYla7>su7;_>fUNznY=xVv`{_dMqSF$NK zTDwS!(LvTn55W+5ap}42W99iu;>%_7d(+(!h9)#I3N1*H%%x+i#510Q@M7fTSEvO- zfQd&7+~^S7X)#(QI@-s5PhB>z+yiKiVhs!YVA_&Px!?$=k9A z19uyttaLS^K64>_2%l>V8;~oXB+U5~3joY%*7;SY|#-W~r ze83HFO@-oCJ7>vyDbu(27siYm94~%&-gLBmrO9;g!X>NL3A->`Pxbb&{$nTCsd4Z} zbn)X+p@lyx4HmLkP3Eb+WR3N}`${UJseeqCmYWiP(s6q=)f}3mUu|z&iTRdiS9Vi| zC-21@O15kT^uYMOA~5n>9&SH^qB9c1{Z)c6@KY>rwoy@d{&QJ)3>Wew%~@cfwDiXt z)B7#riRRDnA#A7M$6r-LOKp-jZ_Gq!cWC=t7swFUCth$;KB9zlzo}e4iNaG{4ju!|7_a80mI^>hY{_}*#3-mx)wH~oC5TLLF_&RL0y(U zIO%Sc}rZTLk-P+At zZupm6PmqR?V8V+18$q8szP#k55fP%cI~VyFCXR@9x8du~MwR@MQU*MGHSQuWZ|z&7 zWvq45@S@AHaIDI4Mm!9 zE%qkKQ&|rA;LKAEEhM&bMK?@;6f9q~usu_Vh@435WJd2;q$PVc}zmu>whD?BUP{T+K5BwcX-5ckV}|ZIKtU!TgH5KHca+BdV9Q;`3Q-f?0DCgkio{A zu-yaJ;d4feY@+n!w*FTU5d{-k9w-&m_6P=Re|~^JhzdI~L^(#diQ5S|7v<>aG#Qbg zEP8LNK9^nUV}TiTI2J;C&*i!%tt!L1dmCBU`2uadvfu3Z2!j%Rh70+&r7HJAK`-*+ z+3%#ROcG}5ShsYwdU=3_UpTO6c$5#@+h{sGy z!aORaKs9-HUWm=@AHnk4c+eU>Gv!mUiD}F8Ru2Ql^Ao4LUE!fm&b+WAn5{bAMl>9J z-_2k*{7;eX@wf6lmgV9^u#Qs(I}58ev>`qx>S%bW z%1PWM0PHjceap*S&X3N<^`d#jYZoDCx}~fnQ0O-W8f5Kp`}BeMtg}sHtfV^6kBT0# zJDuBV?y0-} z#XT$ZgM!N*8ccPrJ{Q($4UbvF&g1rK1BpJ23x1kX*`=~xUAj*PuH=rV?+2g2MtkO0 z1=pT6%xOJvw^4A72W<`4;y0r6my^)EQ+?CWC&i098SIqf;^!{Y#W^enhpc^x6&-E_ zbT6$;LPr&=LK{&BCo$0`Ur|L_%NIf#W6#E82RyhdEDRetD`cnUXUZ`*Y`VI9xXdko z*hD{%GL&W_Y@!tVIq4B?mxwT&a!fZF87%$!`y0#G&!43^_LG%{2b-zTw{r^na`0U^ zuESQTa|w&mnDMf6$)pq${LdUQbivEIEm?kwxRCOY$5XrJQK=&Gy2KfSTba|Jv&g}; z+(Ks`AJ=8x*o8-2`Rp%VralejM%72PFtAdsxEXG}(N?%WnbHVGd@4QI(OZHB+TtSL z`9&UoEO^E-wl*EG8z}p6{V+VISqY|6eUZ@a$j4WZE)?Y-kg874CB;xZ(1G|E3V}I~ zw}jb;*n9Cghw?P3aIqNGj=I14Mgr^)+)J4E*^3<*!`|MSIm!3($VZF8>&po~$=GLU zNNz?m_1XLN!@V+%LF>A7o$MTF6_iVFW@y~ACbyiNvFDFwghQGVll?do?>}ifocV4> z@l%M6O3~~WMh*$qtA2{s=^hciy);m)O2x0PF#tzrBK2oL8Ysm$FfVH^9r8vqReaf) z=Fv|7fk4D#4bc@7o{NpMx>clT8OT5XBoux88LEtY0*^cnktLqM=Vvc_+oex1p4ZO3jO)S^JJHv9d^PJ+XQjj9=tEhclW?g3UdU1uW*TzZSXh0 zp_Z~I?HFeLv(mP85zATcF&+0{-d3P@1VwRT&U%kxU?{BXt=h<0=FktVV(}`Kl!k$4 zrNj!Cz*y}5V||U$p|LJwuH5+`AGJps*)PMhAA752RoAm^Zz+jVna1}u*aSVBwB@U2 zP{|+&viV>WH(Xr%R3uN>jY;?Y&~s8-IhK1GlP?ssETW1N}9nsL zLGs}W!jXlj+;Z2dTUwl6#meiYq#f{g8sv+XZ(l2bQI5OIC=GSwM0!i6@yU!uSM^+X z(fZSJo$N^8ZL^<=@4w_;zsT~V@K75UIu21kR83!l=RKbcwvP^hl9c3VeXi`(reoJMuOj(DhbZkNDs6rQ(>>Nk zjtW;(`1t9$X4%Nxwn)FIlB*&oyS}tM1Xhc^207P8QAL7-Km9U&ej}ib;rGXO0atoE zXR4-?0b9Y(I z*Sn07>wB?$(6YKht0)C@5C&1PM4PQNFVaI8bW_ccYzGGtmjIdY{MxE@K?H3`fNgHh zb5qtNulk=yd(VgDRkWL5VQ2JggMAukj<)Y+M(!2mISmH*5oVhV)C|^8hV1l1Wj;Y= zQEh1#jY|m*=UTbS*!Pb1{-Z4dbK(yme>(nDRAQOY?%xa!O;aEJjQ!2i-uRuedpt2{ zjC-&Vg?KInb6nctOK@L>7A^Iu-U%&cIv6V{j_|XvTq{CFReO2S$VlEuq!m|)2uJ@6 zZcC z>d!kx;OreMFJxgXd&q!p3uW-lf@wHR;BB>;wylu}w@YJzgTgORBiMM|VmJY89N_20 zf3|iSTzm;=rm?u_&P8#R3|r$ixF19Bx;Oc`IMAmiu0AeW!jkt`J`!7vQR?B(S?35-PR3ZGAmO4P;(dG>(=`WoNo#C zK_7`TPhrc$5#mBoZFtcLsh;3FF!uXl%QQ&LkFaq;Vlr^73=M37sRMDlt*Yi{J}P7P z*RtXblkKLk@KBL$b*%%~fqAco>}lc+87?OBYlI~D$W~|hC`d+R8w17wy@ev$=wlZd zZ@E9i){Xi6l@XDq!EUZI`p}cq+>ZRvN@>gL8g3daz_4QH-$seN9qF|cXJ)76Dk1mI zI&qIiS&%_4tzoBg*z~0Q+73LOgGlH7Q5dsJ96n19Z}*>1W9HfJzkg3Z?(+m-9>|P% z%u{DuCm{@1`L6{nqNxPzuz2`d=K$ZU!R-*`Vo$J#CNlALz7Fm)Ro-i`=pwlvg2`oP zHbmt|Eq7R8a?-b?1Bd1i{jOXpRCH9z@AK{j1{5}TgzBio&Fz>xv0Ws7eP$KP|=pLeTgGk@Zxrv^!}6y0M*b=*z`FGUBr%=UTIHpWA#J;F=6C;p{&!;+oSs!Lg&>}o?M7^B4@`nAR_a!At#uZVb|ez7{NW7Z>*;dfFL zmL^8!)@MzmVz`b+z6b?@5Ii%wPp7A#Di#z`b-OZDGU55#NX@I6H^Qsgu!xO+-TtoLH9*`{(QR~j{(fRPDYA_em- zX@PZ%w=*+)%lfN4Tu4~i;J_-m-9F3;rCJr%B?5XkaqWlj@a>iJuOe3RX6UIdl?Ms> zG0>-gOSxKk)o;yQ7_I%&d4C*#4_XSS1Vo0GnK zqVS$S>64S2bvreQR0Jj4T1)=0Xsk4&prZX^yzG(ZuA2dNO5^JseBCgUF^j{v>_PajAre?jX;M1N|64h9Blb1tb+J{N8c|;%3X}BK3hg3+d zfcp`peL*{@J5)a_JM7I)mryIT8Ji|9zBQ^;54_jZptw`7N`DdK+0#){FGE8&D1%Hw_gehGF5} zgWA64pf3Vr8{lH6j{Z$qhqlyA^jv?Ye>S_}rZH=~BDN*(`9yP;?nsN6c>S1~vpbi7 zd`}t8El|1)m=cdGcjB-jAJI+^F+)U0>>g!NNSUF7S4dWApBvTN7=M-1f%D-$^rh=3 zM-%+kcuo}DB55>ZcU$WT^I9trpzvX{4TGC_ml|2 zH}@%CRp5-zq1Poa1-sEU+M>V0@mlyfbKz>bB}<*k+SY>)a>8J6F*=yl>$v!tTnL?E zlELlYWTgj)#wLZ}2W_Te_m(0F9GwXKxA}T8k5?97=8;4F9G5~|`qHuFKizZes>b$w z{~TVMlOy?_6G1&R@6!ohX}x!1CJn2Q38*uizO53E`VQ~E>9d%L{&MmYS(j4*#Y2Ym zB<&TvtG&otq3W@Uz>=Ulzc?!hT$Hrf#_*W5 zS7PLCucxT)5)0f@RR_SBo{d_g2?b8N`)XJ+hw+h}&RLWCQ&U8cJ z{X2M_?(bLHcu-V{SVk+dK^0B3Ran_KpZbvFId9WmLBN3A6Lu|Zk(kZoxFSOZ75!R5 zF)DpVG7_25wZMTqUhOPjAH@g|&i9;C8B9IcC6Qr|@ITO`Dy>DAm4_H@Yb9<4l|vHr!^P(qAE?0FZnMRX4btrN2g_{Ldz;YWx$ zzzE$9P|y>G*UPN8Ss;zOt!`{u(bd3cOhSiE>sp!3nTj%u9+5vF1(W9Q!GzS|1`{xoc0l7T7Xa)1Kx8_4$ zbuSku3D(H#Eoi#g=AK=TddzY?@S(d+v0RlNF;Q(z`)t4?l>gWCP<%AUm!0w1we_UE z-8FRu*O*S8NQh83jL_*!s-rK2Y^kCVkznAMLO)UKoj#DW+nKN7`f_fM73;Sj%8s1s zMJ-i($m3#ZD6`Y=9v_e8l9k{h(E1&diV4?0An;Nyk&-N#$BgYtRJlvJ#>#NSjQ%T( zgsqp`t%aS814r=9LY9`=H~a59cE7|+h^=_^3C(~yIBNJ8n9%mfaXob8$Hm#+;9@QI z9IkKg1HFIW1*HU?RG2EhGQClV%O8@J z%%-aCFn+}6w^;PlPH@C0GP$*XNH^rJL|R_~=a128t`%^Xv78n_NcKDNJ=hVvQ42sP zN<+W3)3m59%`=#xtoGOtjj-EwCIi3vLWhI{XQP?mrA!r+9>2nR!bm-i^Ik7pN1ebB za8OuA~KGMeF}X8`Y`0}wXZQULPXV>6ran1u14PO?lF>*bS{~NrIyWd zk(>T#BtGD1=nN=5y48Bm&7X<9a>n$V|B%QHHf7s6yiBwiLTLA(0%F`d6~=T4I0mH5 z1llo}!lP_CRZ0ZM*zz9_u&;^bHgMH{h0>vl!?Aau1kB}isRB`rE?#RcvYJ2R4NT{S zIPduP8?+1W4asl6;gH0RH)*>pl7xyw4j)#flQruaYme-5ru|_tu^|-?XOh!O(HO2E z^ym0mTicB7Wp=5(1b)5u+f&kTN+CSg_|e$EA-(e$>WMrluE2gA%Kqb5chmGGtkoxhS1E9so^F!#yni~cz+#HP!TMb@CBrN0Q*oOhT4-!Fx` z5PgfWP*IoICjX+7D#n6XyL#`$D%FHe5HUAm+a(Q|^r9BV4#~uJYoCLu2#CyH7u#^f z+<0iGkz(dIzHgYIF{IZZvdj=E2tn$^Z&Xf}p(e3xZ;ZD6+3ohMbVr|3?H zAOy&JoG3fBUK7fi)rG|yJK{T!;cXZ%+ZzkCk-q=vA+5YxXa!LIS|84u&8slkM8uy)d{~oy2;sV&BOjgR z#9N=TXfSR^0QY%5i(uTQoIA{IK`o?xSI|IlbPf|hnvFfEoreRK=lzm~OEv=(9c_ML z#g~018;j9+g>wzMK5$Dp)O8K)Q}b<0)33V`M zV3ne+OMn*qcqNQY$JsI91H^Jp&89vz%Y~2eAz>nqT4%r<-f%nE0Tw!}!|@uUhDeID zl&;d%xsUYEJ4q1zK|JkVARWo2-0f|AO@o(ytqE+Jma$8>(##UAB3S&{%wnFzO3-b} z8FUG-9mJkhFDpbkmt6v#GA(ok^Gd#1LO0Nv`@aKfA6CWb;O~ld6QpuGU)+0SBz)W+ z6`=hU(hR=@t`{Ja;w3cB1Ezh;Wth#3e41_k+{Byl7D;=)E`U)+#dTXUqC8^29H^}p zjp9wIPj|%UwZFwrX^(y+|J<)m>ThM!SRpvvW7-}EcK%#c52<$XAAcuE-h4mJDve`9 zPIES?MUz-wtAeYS-6$2sWPENE!aVieEUwzowVb=^8y&y4sOF=X4h1+T`NS{k{SeY( zXc+p-XQ!ZU^mw-wRf}$s$!>i!UA_vR+}=&1ACxNO8zV546UrWZKORUw9XHYY?-tfLRp^Hl5=6s|mUNZqr{Gln5yzg0RY`oFO!-*U>6zGjM{{zf0Z;TMZuhjgea|05{^yhv$9~utKN#tb6%|HNB4=WvCfzjbwNSZcqJYLDd*!to zjNdg#1UJBMxpLK@Q)Q6Yb&FtxVw3_$MYzjy^J6!A@;|?2hrK7gifFm7seo>=(!HF@ zOe-<}vlzEX>8JQQlnuH6@gmFT6U5>0fk*YM(3=tM1$YlvLync+s3(Tdl9A(hd3@$5b4lE_I#_YzfNi!O@z#Q$r^W2-UCscutl z)If1}v9xcB=%{KEUpB2FFW||*+ZtHhu?T|9w@JD*>3u{bsC3txW@!biITPLaWlum^ zMFjFSP(Od`>tP%Fywhi~MIZUJR{ympq`KP_g=|YIQ@3v%ADjAd+eUJbF?kyC@ief{ z8`!ZjglJF7Q!Srl759D?>m(!T*1y+3)ZvvHzv@rF=ATO~X-P8yW~z9eVab~=_jclF z=gXG)cd0j3AARoy9gg_^f$5Au<(-A1_^qR6e)QB=Hh143F(`g7s?SaN>)QrXLBxsl zB@la7b4H(A9U3L$ch@$SPsbm(1|9zv8IOlOHB$KQvMQ8trkd&4p%}$Z8fY4L&|+)P zx;s}h#4V=180XNIi7HLPO`B`&TjLD^n~WoCRvVhQ0SZiIGHq_)T{<4qN6pPg;blD2g?;4k$MEq%x9JPmPKNs2v$7*V~l6krz< zy##E?7~%`;qMfx@=nWKOng!+I(y+94hxX`DKD0$)Sl7Xnt6+s+DGl!BCPn)jht=qE ze}IE%a<4PYhhs?Q$PcsTYC`5w-~94s$ol?pQ24S1KNvx&*qq-s##mt$Dxga~tlLGVbZsv=lR_b2~oW3&Nte^usj@-#{#y5Dt=J; z;&S#<-FdyC(c{)nR@yN+wi4OgK*S3t`r$eZUn$fV9Sxh`2~ea5E0>|~%gm7QR2zOx z@rq}vOB+rvkVH-69he2_$6$GP6a*S@T{gBhxSaSw-LeZFxY`UkAF4XHd5_0vci|67^E+3vBQ8V4p>UdKTE+^z>=AWs5%AWuylY z#U=>7=LIU=ifvNIXR4s`D~d6T)Z%6b)Z1q*9OM{zYW^`@qCYWrq^ZPvI716wkZy`R za$>)S+C(SA(710gX?2AwRCG)3fcBmAxS-T09?SIGgpwDz@ zR$hcP>HQyJygtPyPp`3-u%(P%AEeL8dCf$v{*7tK7bTSMp!G`H*axShX{k4~sy6;# zjaL!z?D^qV3fPf$YOqTQMkTdNcDZuX-D29599}`S;eGKnlUgTO8dY7rQdT3K&Tkx9-d;9gw(UDp;Bz=DY#-Wc`9CzrOxGWyw8dT zd(RXjInhP|S=ip}w1=^L88Ca-nJE{^ZpBZ`#kg_Il?j|N+{f*U$>73O^EZSESbybQ zCT!C3`4nE=$;tv)ol+Sbbi8L79eA#dxjSZKq0z}a93$YzIP2>lU^M>CRT)cfu_P!@ zL>TJyx#aCW=kd3`AWEuLHDzW3?wr8}OpNTtWX_9=ZKUF!9J0MHmtai%{D8&j#=%w!K(2J_H4N ziO=+`*2Hu@?zY>5k8fF?BIQ;X`obunHlw?3jL+G*+9tW*7Ph6i4&E~_CB8E%bGMox zMU(Nk(1G~qzWW~GoD_B8D-#VS(LuIRA|)zrAt;A?Eh;IdrkrEhW3QJZsYQ0u`0A9W z>sIlO4U=-+_%W}{%OS>Rl>kkmtg#NV-4L}Aj}ck1;IgP6#gHM|Nu77c&|tHI($J@I zGL8-${4c(;P<@AU#Um2YNgq3{k!J8F_i%?1v{a9*04&~D^W!_$ahQOmP@Vcaj(d5> z&4Enw;f8NGyf8FK`?m_hsL2nbZgh~>bFZTDCP@sJSP`=l`%Q_N2Vds9d45hVeJ6KH zND_A2?(hs_Mk)T%e-cIwrO7jC6defjDtmC4{fgV|OFA!@J?-enWG8MZnlidEw^a7+ zkYI`2OXZmt-Inm|ryqFypNTYAPd+s_$Kmm77Y49G8yVpnYU2CE8+}BOqd~^ufw}mJ zRCXCSG?bpyT)_*sG5&({j!JkeOq5zL^kMMCB*o9fyA_{wBCYgWl{jvOPSIRP^DWhJ z=b_77+mE=c9xKJ4Jgka;mCt%^JZM#0W`-q(1XiYn_xO*|ZK`98$0u#EJn0QvtNCGw zPcQD)FL-TDR<9ayhzhF{(A$XO4LS?=_TYA`8MI?nNvPg64ttma==$Ch4tfPD%)=?@ zqa`=V!yW~yiG7NRpVX?n=VEC$|EOgnz)@D_{`4CQ0v81my86o#`{BWqInVxludDj9 zRZpYy%3J-~Z_fy~Kd=!7bptbAneP$Ur+r?QH&H2!+|@{P&p0hVbrkO4H!eZnV^88fJ%!ny1Pb*bd4S*y^#|J-`{?J!t=bI z=id7{=e*CIWItQ!8I8FFM8a9!6DZ2titk%YMs86fql z3E1#(NlM*9x^qN6?}B=B=IHO=aA%=+3}b9$c3I`_7-`=>Luj?wW`CDPe?UtEf@>Kb z6(ev;Hg`M3m6;STOi~q`b9<5Du(Tm+0Hm%K|LdkTG*nz&@z1P zPUeb!eX3@u3OdNkSH+krP-V~VbNH|M>-3A>cF`%roWg~E_QF>Bj}e?AiwrS|2cRQ{ z3|vE8y8;CM0AGUv^DNHI_pL5Sx=9f@3!f>D`uNq}<@&SOl#wc%HmKokKqg}1_2 z3qcEeSc6nA5^it+W-&Rl)N~r!KK&Bm$kj=i>pHH^Tx9U3C}}SR^a|%|Aia$IssFZ` zclbwNK{5yVPtnIE{IOvM0ch&<8UE+Ma)s6es_ed=N=Tq-tX9A5hfK)2%mw@E5PkS}k8 zUH(L?_S~+OB2u6j0v!i`7I>rllzAl6{@JPnur=UxBvdCBD7JEUs|dmVHM+2 z=_HGM$Ot2$hx@{w&&rRo5^V8F6>dR1apzivS?8X40iIjR!q@YbWS+c^U4JyF*$#zz z_tn+%Eg^vo&CY3F6qz$r>DtN3uxe^4B9`0sHL>sdo6mQc5?*UH$xhn;n(ScWTi5Rz z6<=-H+`6>}J9V5*6>reYeTVquU~gugT*?cd+2U=xBi!hdnO37W*pt3XU{;B{)zcf+ zI-P8)Y|UQ}TlBa$>b)6(r;)#Z^7admV=F#{m-h&iukl{XKM8j8Eco|8d8kULan$Ns z03R-p;ey>;<&3L!EkBZfg%!vTb%6LEv_Fyhi4tVeQyV~L0J#W~|DUSvo8ek^n_vC1 zvhi_KEEo2D;@dW%)rD^HBN7IEVV~Eo0Y(!*ae_uwk{%EqhdtJ+JFZ@~+k0O~`iEMA zWczMJJ*?{1w&Fgu>T4EjK+UOBp?=3bz6 zrUB?7`X)X>`F(363@gtp{Fm-*PCGZG=zPW9|E=Rlukp;gXwd;P>`{a&q5DHS&VZc3| zcI;BdrR$01oQ{{z150W2!x9I8?7ohjEExC~F48j5&b_;=I$jHq!|0?0gqDTVSsO92 zG`f+$ut|SlcJIIxNphd@8&Z1$_GbOFsYx^OsAC}4oy~UsPXEVbG zRD9cs{}$E&ohw``yFe9NeT>FYZ2yPy>&)=|D`?(tw>PO~0S_JDJz3vXNv8Kvs>&u5q?td+0X;jDndS#H{_BayAEP9bQImAgOf+2p>|taLt8@} zmGy~F$lVyuOoZuv?SIj}VW8wf>P^7;yNEw)0+_w^{$MWIP*kxJ;g$d#ajhsnL6{wZ_)xOY?zD@9~}jvmP_Y8 zRO792<}aGBzsvKku;GV$1@6S21bz;@jLYD;m$%tT^X(eb#^?zh3ENw1xu)y_&?8wOWeL4My-Ge$?HKzx8E8Qte)_{R?@3<6c-r~@Q;Z9XIY@) z>-SZ_Jsbc{CE7;SZFQ+%e9o^rxWMSYnYiwj&r5|bo8IyX+|lF1O%xQ=%0T4|(q*D9 zfej^6DHYI^tr-Psr?rMf-Til0Qg=njDy^_crW*GZ>?;K2e1(N;E<;O;efYcKPtzTI zv*;VqNleYS{14Fvl3;v?lufz@(h&L)G^5MU19sbyJ3df?O5SliC z9vrd+W}>e0y*P%TgDE#PYiPrMHCIiX+o=j}s7SZ2eOS{U7bAfpe|?pmIjqBr0kJ}> z(a=*s%(*Jvq}9?t^MA}bOTbbz6HZ$LP ziRfLS7HM!Y=r3I$exM>uZn9Q}0x$OTgKqs4e1V++7mArUxW)dYc9kyOP!8S3cs_@h z!O^ap@2?l{fElX7%I4jFV8Wz}EHaPfxQ!qA)vmtRJm1Ma067`OF3aLyTyf(4x^gw9 zfb$sI;NrA$_?QSs{4q;qtZ6Kb?5IN@30xeHI9I(c{xQ*7j5jE=YxO%?aR?&stQc!t zyWGyr*l0%Vk6&r-B*T}meyH)+Ck+NJ|B;OOfu}Nih53sVMwjXQP?H1*<%_97MC9v(Pih zOUsz8-9LSCx5M(ZBZfze7`Exc?yc<$^;o^E$2U$1b+vr_@IfkNnDfnhMy*l9=}CeC zzRAxMT|~6*&3obZCgqzPI2$sVqCABkO58S>lVg`6vFPgBz|zB#Fry3Qt&Er^`7eOj zM*&a0Cx?G+sWfeiP%T3DHOXea*LQD^XP&Dvc8|thsCq@hcz^94TWoG+E*NI7CGY#% zR<;y<{qWV7(vFh-#9#?|pnxk|S7?YiXa!*MVs2<#eHFY|cFi8$Po{bJ_`~nl?-hT* z9cku_@Zu(mMz<`Xyf*23E}8a`=UmeW7)i2`a+it_p93)^3OIj<+wRrRyS=ph_eKT_ z&j?f4xJ-%3STG2YTGK4T4T}v@rKLT%y)`J9{K8wKtUIqJC|X@+jbC4Lyj35=HsvMA zY~y}x8=TdBpE_2B_u53jmxOXlS*7b&IQz|LCEk2Z@h6PGtUk@Zikbd|A{#1qk)y=N zslNF|Osql@((@k)S33{X&x{<3v3kc(<+3?i~F#n z3P;{9m7YINSL0ZoA5f1`_utie02IPYU(w*h`&ZZ%R@hDL?q?4os4`7(;sO6!4+NyLOB?k?7B{Pz7;Ia3nXsWqiPE!$;>x{_CINP9u!# zcGbBW*rNR6zwMxgx>qybWj#5caY_ma4w`T#ucv`uSi;9v$lzjD=<*drT#Q0Imq*>K z!xgaqKa${f)3e)6d!Xn*CPFCAyw8gUrd>6o!0+6TUZ%A;GDdgWYZkv7Y4IL?q6tW7 z7r)NDxetY0jQu^gnoi?pwOA5gBpFn*rbM!@Ul3Ek&T%2tdq9C{DIs&-WE@leicsQB zf)`99+>^(;(Le3&z@K4-UHE33k`jg7p9kr|CM*D>ThS_Vr3*DeS;giHqqk!N23j>RVcI(L*ZIYZs4tcqkGh-~?4?wz zUD|?X?6?~m@nQw|kefv={~YUH9;u$+e~8^mGs!*#5jyC_t!5+iXjkU@9=DSDr_$xH zM?Z!OmTbz(;wugsY^~%aH2yc@h+Fe7%$TTXyJ{;5RDNmr}OYg&z)Kyi{v zDJsnO2$}hhKVwGueSKZabQ$Gec!QK^R#SS)9}gAc)u-?dIqO_I#)A#&UqdnPn11ee z?WN&QUX4G*ZO6V2g2P@We-eVQEJfUW?5q$WPkwzlMmd~USMZ$JK0#5?$@F@*+y-E0 z)gD*%xft7@^I$D^MhP{o1qB^|n?Uv}OiL1;p^!35A%Xu$T(yXShP`>1xX(E{#tf@QB>uuzbhEu60Prq&=R$yeO8wr+67)yd zi;k+(smFSCkM43h@#V=@`(3ZN8zq2=_5>;_&j70tv)MXJf(i*AJ8*C-72S zBp%jzn5-t|fkW z|InKrR*aq13+MW4*ZL zEM)mxwW}@5f?{J>am^rOZj2mK3i1uXG_EkXa`NOIJQC{}>uTi*IR9ct)hmDg{_v?e zyx_reTwa@|V&L%A6Rov!6Ungql(?|If*WEdfoEmEp<;$Hr4Tv8*VLswF`@xfo3Uue z)tK}QyH)rGBkr;|63ioSHZ=D(f?%+-W7Z8*_DW4#T)^KwG@`YIMr!aH#TkC2M6+eR zKei}Uk?O@N^V5eFd#r+Est9Ur6LIgdOt4ewTU+8D?Rq><2Bn3(-ugr}`X6W>!p&FU z<3OpV30A#ni=7#tXHH6r=fhGHw_ocGe`Q!?INMRYk!)xM-^Tv{C3)S>a1-U3Sumvb z&KDeFAf(Y2R+YU1)a*xh{*fh7er+F70x!PJe2L&A?nFWQ?i;*NJ_v=81dXMKf- z@VBM`BZ8dMd9i;p}FEHr&d-2wbvz5zH)gd z5k?;~&r~6xxOP@N0@tB~U3up}0?}#i$k}Y=%yRRg|3&+m`(w;vgtjJSZpIm7Y+VxD zbshn{+HreNH9EihLUj2LuKVAC=bvifF6-+boy=p5-L1o`OD(RTnufm7cp|)`;8>aT zd~$2A>d^K@)luzDo!M}YoibjhVh5-)?Y}33*E!sGFwjOzKjtn{oGAKBG-8uPH#b-` z+~jSEf1dt2m=`*Ho;*R|#4xh$K6I0DQ%Sg!sBGwffQn>165CKwIRg96Szl+ZZ>8q? zr=vI{h2E(bq@zYv)Gv@xt?X;tVHY8a>F6fNw(`}Q;#U!Q4HrJsI2Krveg*jwOE!cwK;!7Tn{;9DyFtq z&hQ`3BWBNJSi-wr@II|fH>FdJDa>evc9+g2UmGs#2b`a?pB^Q5)V@_GTLbaCx{j8i zVXwjj9!C{0&s~3vnxs+LMt=!m8sApkPSojHnP0cY(U1HX#?ZTO=?6vRxk_pbyeC@$ zzV!I83)uz7HJ|ic0idCJZ4I%q!E4r#1(gElG>7KYwZ=fon1#Vn_T#)hB*hMTsXYml zK+xfgZ51lkom_loLG4)pkoe^u`r5%8&}SD@WC2k{c6x~QX0sS6^|Z-ogG^nd*`}xt2^8PvS zIwj_=hM0SZY_(N%t=1In8bd=Qzl0{pRQ$fB<7%dNOFNqI)9_3UA*5X4w~Bc8)*nQ@ z2Uo0Xjy1#8e^O8>|21y1+{*@gBminQoLo^EaUs0rl!Yl^M`Qgzww~}>#~H=)x;Uk~ zMe9k3OAb}+*Mvm(k*NU?0u+t7#c)~}I|s4o%39Z9T0z|6=2GAPz1&+##1|6(4GMvI z+)B)4Lv+FQw;PdNph#QRlcs3}H6`q9+;-#K{d`w@i^5}s`RnLR3mfk-f+|5MdwC2%+RAK6%CsH8lSb&WONaW`!(#R3g7rd|kBMH=Uk{ml!h`<3} z;$N&HVzaFLh*S70{CBsXk6@TXTyZ1h<7eRjuP^Ql9rw7{+i;`$b>nbm^lnH&P*%vt zY=&Zm{7y0#t~P6E~RD%~?tN0Hh{ zdYy8e{b6wFkzuxm8C@4`;H29>oiDRsH#}}f$@`Wq*nn%F+CERtr^tNhz@^2~SU2j*s=$_y&+o;E&Fn(Lh{IFYUMa#amB#1+;toxfoaW zE@yiIHIYW8P$3Lu%2u-cvJft2@oz|MqKf*r@H?00l>|q8=^BXk=J!Q*$`O(G*lZs^ zbR2uRSbAk&`<5~b(W>o(dSmBvb>F?6ZVE_FP{fB7LXl5fag1}>n9CvB-ryeD;LV|^ zuaS#m8~06T2yQ`?#O0gwKN61c%F%drFR#KujtIw|%~ZSeLrH_W`L!)q&kXFwU)A3cf(xA}Mk2J|t19!;a3Ip@u-DCAFX2b!^ z+_RH@m{;O!VE^`B7p8S$Wet%EBw9sQL2>?9!w0nbQvo8?Rf`tEW@$P%EuOw?B-Fx= znIj<=eMBvZ67Pevwyl{YJi@qbP56JYhB`F1i%Oj zlED=LUWvKlILC>vv`QVi4h^UF+8CPat!*;)2}U%a-%RyClFtq}9kUs$$Iql{y7+$y z0Rn>V@5l~HL4lu23x4M5Dh-;pi@z<7tS)&h?R?w;& z=CRO@o~&E|HZbNFfcbvub*Xf>ju)SnfI{pOfvql-RDpfzzGU7{Rm4H~dI!Vb=G6S) zb$TVU<8R_lPITV7o-Se=WbQ5%a&{NkmL7q7I7H7}z!5)qm&Kr*y>%v6c}TD1>n2;o z#cR`J9j^X;&$}J>h-nU)7%;XT!;&9wIm=1tu&h%Rk1@8TwkekaOi{#UqE}rQXOX}1FuJ0-(23MT9u;TX*c$mrvL-ll1upb2=H8YZ zg{v;ZtgcJKApmCg4%${FB($N6hi$KLPV{U35ITw?N|q!`ZBS^+Jk|zw`#OK0U=Un1 zg6**hE#Z*iZC^g)uX5og~hB}1_IMjwBdJ{`mHytMWdwx0_n>xiox_aNz~f4`czm-Plm;C2Kxyco{P z3(ea(21Ru#sRpJ5mFv*GTYTDweZuZ&?o7rl{GPH69({vuSQefFQsd=TQ9UWZ?N>ON z#3Mpa5juwcT-~d7h4#&{7K-wb6em-9ss?r`-^viFHqm=$@=a?={Pc9v#qXl6b-$ zwq7%Y(0*~6!1xEw%f|-cdW+l_^#Ok zn*h*0L?FcM({&uN1P>CbTl~cUJ6-BBw~MZoGR{?@DxQfDKtZmwp;8iBkRQ+Y^A8uD z68)uGUS_}}&5(QTVoSp?SqNY0}g zCvp#u`rwRpExOSuZ$*RNhI;VfcD|a;5>rL5M^lgCF?VEOqkPdv<(8xd*O7MRz!#PQbhh@hikZi0SZjTQ#}G`3}3rrV3p!ky#tH~ijst(#2ka1vxt$cm{(Gs+4p}Uh~1$df4mX_V5Wh6uNA$bSmI^Q+IA2tKcC-WQ;l{ zh;*{PU&-$zKhL!>=65fd7s|ucz;qzT17du*tIef%nHhIpy0#;~(75`}==R(pb&BOw z#+_KkTOE$!4tX(FM?HCSSv~DsII|L&qqUCK%Ay+ zTnnV3_!s%oK7|Yk2}gu(Eaytv%>I?q^p2B z2}b-IFM$EhP%UznyO(Kx)HfMR1of|o`K!)~PWG@{Q<-m8hMsMJ+^hq<=FCx>bA)jvSZX@V8 zt-fYf%~_WHM^Z*FmBj6Q$ZqN*wvb5niGas)#!I(~;UKpDQ!HUhT>|{+y0LIb&SQHs z1+wL>4HYtEhB;gSrZQ6tqJp0ES{=pHx0gwcKXh9WGP;}2p(M;d%>D0L4yvQ?=vMtwi>}FPQ_seZ^9QqPh$o?&%4Lw&92}cu}FxS|*O6 z*vGr;vvC>K`wmcmWr0RSCyGm&x+Q&C3m!Wyfz=AuP~53^?Ykyc#rU*StR4GGm>aS97Uzpwmt+U2^M40DsaAC&7-! zoV5X`&%&9(e=9{}oJxL5Ea#Hr7q)iaxw(x^k< zCCD-hw+RKVdWsLeQsGvQig>aZ1RN&(_1sKdx5h39>3BO zyZOD@_((PwHg5UK+Hqf5L-o6Em^~Q0XqW%4%r{JITUJg^I~*5~$^Q9Uyt&L*Vfc^) z`RPozJwd(J+U+F1^dr9zlxE|1cIf;#juIVdmC z4*GN}$&CK8?m`_g2d<9+5uLkUnwWfPa3#E2&7egH)`fap#BYUc9@=F z*8|rzssbjm_N`+r4Syy__KJ5 zY0QhZx*&*vs?7VrH1pcCs{QGim)FURqhBj4Pc%tV1Ihl)j^OYuW{K8r_SFN40Xepr z+6%Fi^`Mp`(=i2L5#G%SvIbrN_k$^jN81;LPRU339WyG_XOa<8WG&%$ka+z<8 zkNAm~d)$bRDxIHSaWxCE@$N!O{HhvpI)C@mL1mHj10T;nNsMS5XCl$z1H}2E?W9!A zQ;AJjDSvc@)dg%i`BJrK>_QyP7nDE@zs``g;8|H74Nze55mvG*E6sW_<%tc>cH;T3J)wW^N_}r7 zudDDSR+xB|o)jNsV6O~_BSD$=lmaOdU)+Pv%@ov%GW}!l0M%2K{z0!!EytV5V|7ggAaoo&@c`N3;Q#N-Z8hA0|jQdE~Qx+#VKa&>6@s)L1Sd_i+AAUnUlTe}{1do}a$ndaEE zhq`IQ#jZPK@)VJ*yaNk9cp_ypi;QY##8dX?GF*QrgyF7CCl$(hwI&IA=hSyviN$+M zZsEd}gAyz%FNv?rE{p;mfsgH1xc>RpbN+X-s4nT~l4C6u%>XdlcVYnife_bB&HQ z@s+J@1kPP3U^S5YXIF+cP*dZUOw^0|@zWxw4i> zpu_7@^_PVc;T|hcjz9DY>ZM$nO9WQP%{4DQFhK=0D~)_TC6ve_P}gw&zz<0 zV*!VgetO!|pQ!f_dy2V87^XV$Vrwh=O}MCahN$o|{M#Kfv_Z-qnmR!G$q?zZZ}$UV zLqUVuEVx3ZTp;YyVC8`L;hzs*U}l;<@zKI?3S# zu`bhvV8N5!Q2P}?IWZh%#n3pr@v{MYqP6GzOFbt0bqejRkT;)j=oavN)_L$$hl?yu z4s(7mY7+Pk!&mR$_uk;Wq37jC z3F)@_S4{W@y<@Xk<5>k-4Ix*dp)at~wvVT@bqU*JW7Cn_o#EAa(dwpapasxldzfxg$!3=oH8_DQ6pyOAEKCJ^fjC7?2pcM7vcLN(lO1*kIP>PM2KB&`Rqdrn!q%2H5EWcK~Urwb+!dT_^11Q&0;m-_%`SM%%7-wU7+ zBgCNF>>P2v@+}uf04vAjQaAaP2(!{cG|7X!Bwun5OpgDb;sv4ZWT5?~50k^$4Od zU4u#{Xo@IiCm^5#o_5yJRjJ(1@-&AMQdd%7N9!KE&&S&7@z&3>`{(NMe3tSm*TI@bgp};T@ljv7 z?{?oxZBfHoxzcuMo3olSbFi!y2?wsYLA*ua2G23D8|HPzv#UyM9GhP^pDy=L>R=(p zsuUKa5pnV#S!_qVxFz_jeb`_`_rp7^Y%JWJ>*k)!eom>udfB`P&O9N2tqwaHr4I5Q z_VU=Gc&IQ{(z*C)@(N}DHFX|YaYIcI!WMUXMOi6Ed~;)}_;y~EV{+E%b|m_mJF4lb zQ*oO1!kdx&7*^IVBbMCZc6H$VhV2p*v*sbDN8*`kId{7y=h0c9?DqACy@<~)TSq-% zjO(aK7-#63E>Lm~_Hc5=Kgq$#y{7fJa&YNxk>BilBlXMKWdH+Q3~$=iQQZ)u&c6;~ z8?3-Lqs0u&UqHA4BSC3%ikQ#JCKN#^{hId@*O3$Ef*j#e9Dlr3Nwfd|jqzvonpckc zxjA__a(QODP8;fVb&|Ls%E{+*=~qX&@cJlFy;;f+=(Et!HHYHX4(ZG#gy8GmOfpJR zZ%9|W&>YMI|DD(jqJv{U>S}wor#(TCb@Zq8uf&C}+S0l`323-9`4Dw41C9VxIN zT>hGQUq@129b+QQoR}>mcjpk`n5qlPGiXXRm_hJTJn`lq6~9NmsjYIhajjIiM5H1Z z;QY|gXIfaZx^HgpsXgTzo%_E{veO*!viLP5)43q+#H(_--;}^7FLjdCfh){FCELGB zAx@{hI>nH^yK{DT)2)O8SlB4yhO2O21CA`#&m-_7IJtF1ygV_Bm^u#RoU2>1Ez;eWP1I`Ko~M>blx`wJ$EB7Lt^r zq+6A)Yu=mpI<$VXU4udrX%TzWg0p_3R0M0L6R$Kz)9 zv&HmbucANI_ngy&U(`MrI;06q`;gd)cf*dJzav(S?g(|aD`Sx<>YQ-qihTvDqKNXb zO8cP+l3ia?)MIErBf!+^*`4X$=D~@ANrAa8|Axi~-31=Qo}_{4i-%l0eI&3ZEEt8Z z1@jSvaG-VK6$|H(7G+Pd4s32QUuF43u<70S&y*QT2CGGWoqM(@1R(&2!iYw=V2}(1 zJ8W@Rc=QED_INf{VZY^b#Qj(LEFlN{a;ZL}ayY;$Anq3&uxB+IQJ&Rn7E_p0J7V|> zp_QDWlG=wjqWhlpo0Qr#QX@_Wn+L`gCxcuh4Z?Ns8fy)$*ej8|_`BD?Y2Cb;BtdB( zgx|drmI@0smdu3H!nCkrJsxs>=K|vR*`EZxtX}$?tk8ghrSgiv7#g~tLzJalqlJ!8 z+85ZBD4^U>mz~;1A z4f@jAZ|s*bt2wHBI(Uylw}!|ik;sQFuZ@}La^IOa$UvIF^dm(2Wn=sW z^m{kd@H7|xYJImm(JcbYDUA6ryJO<8eNm)DsUY|mj@ho)`?(nQQT5#3ohZSIEA#Ib zAg_*PjtnTU}8NMc1lK4BZi+M|o;RrzG_Hlw!3i@}#!({>L6NW*@VOjsiC0kn^Y)QHa(e#8n2oh1Hw-cYlq7=G z+nqUHh7$v}_R16IU7Y|atm;skp$b~(#Z1{F8$xRh{-D${L1CEjmYcD>5(RH?7IPMZ zPp!B2ZEwh5Vn8L&I;js%L%d&Z^5At-<lUFje5XFauwd`Dq86n>m0=N+u?! zfWBn!^1EyLi249seY)KDQQ|csa$}@B*%Q~FPw7=ByY1vu-!z7D!;GYu0If9n65Gdb z25&M1b4IH?zT5g9b)qRg6jbe8_6G5M61p}U5O_&`sv;G)W2bZF;$B`1|E;80Khes( z2!2E{ZyIYIE-xGnr?+cx@q(;|CuZ@~7ycRvcoRT(qQ~}{zFM^aa!SqSo2l1>6 z#~AHZekv1h$J5jv2^DItZcW|xzVmBk_~Y;5sULy^+h0S?>j{Qat&FQ)Q9zP$g<)zL z{~Q-$7I|7a|HYPtq;QR7Z>YM%z<(qWWcc<-^^@}ktc|L|N>90AcX*{+_#EhUgkm-Q zSo<@CO@flkM7t8ldDP3#yk@<63>#mD#YWybil3e$#}Ql$N_|K3cfn*ug&b|`<-qv> zBf4Ft_YO1m4WxXx55yZtRQdS-LXjhT&X2svy{IszdsMNYEpxQ7N=3`g5 z))99Z6mx2z)N3cxkg8#}ySV6jDZFI1L~{FZHJm15sB~ky_}K=sHF#aa{^reEo1(rx z*QZ~m@h@=;Qa!W_o8^fCkxvBk-B1{uJ}xKiMYs`IGxPq)bU;wGY+o4+$# z=aUA^b8sqLbhiUEa#B2>Xq`~)^G&9DOu6@7D`eyZdcL>X5bvcB=4UW1Kj6`oIX9Q^ z$umu}H}Rd&tw*aLcI*}kpng5g#rqCx{8pF$0(7OM?_LGw1O%`qte*@GBo_QjW1@Z& zk$i9DR*O2Ac&z9PQ|lzUkAS$kq!fvn;ivEGQfufSH`Nob#6=Gu&aK7zY6XHh&p=!- zF?>sC!Ms9j{u-q2$}9Fv?`=lR^cTWltj6PQx1EVn==!-m&MCGAorlK7@-u^Nj%4X#Tsr=cJU|Uc10gL0+x`3is)c(yGIrY|Y7G?@;T8qecukbIJ*qnOr{%}$2YV*DI z^}4`x_~#HlznO?Uo5h`=Wu@yP!mA*mKUhYIA+}Kx^+=IbT-p?o+sP|l1dyxq7TWIA zKd@cwj_ZcYO;^zQN;<{E1e&<`A%9@h_2HcOZ8IE2k2~viMc3(>tLEbO-h3{ueWtU2 z?{m+PShBtb)sAkX#9XnAqHr10wvQFqIXO?${^d_)f1fS>%j=ih2?}Y5y;0g_Ek`82 zt*E25c=M2{VWvDlFnuXD`1Wln(!bt*eWBXrq92N3!ejgL;zF5S4zX(5mV;)gZ{&JO z_qo`4;dRI7g&4JPo||Ewo5GSLd0W;#2z~vj*}Rt&glaQ_B$MtTsO`uuuS{V(7POjo zX}ZYSlBdPNN%d#plV(H7PZWQKehErbW0ywmMqmd>2S$6XE$29SoriNtS4*!23NKo> zQp{?6qQiy)%EKss>}FnO^)a&TNR;`B6mZO#v&f>3ILv9N&N}%*&Hn%y!_2lZ#oaPo zXg#@|dMl6RFXeX|sj4MDOFPbYEp1j;=r|nMZLV5KdvrjEKD?z{b#K-zBP6usr}Fi@ z8iVerib*lqEPo2A&ryIElHk?!K-aQd9US1k$fSQ)>(U<(V~uU)yo~Go5+7imu{q^+ zxa^qLtWEcwWYi-*_8T_#r$RWJ^@?=uc?Zs9Wkbb8lm@WHCCp$PfVA=8>dEgbrn|>c zO`^7?$*ifNszSViY5h&f4xIJ6SYG3)RHji88g1on74!a>SNx_W)+t*I)4UL?&#b=e`WwggVTYa#jdb5WCPr_Jx$ac+rGnof4I;7n!eJ>*)vYjNJbfnIP z{9fT-t!-#(VqV(GtPd$~tErYO0X3z3qVp6mk>!t-n`jA-UA~RaDkfN`4#E_E%sp}o z7sv`=T|Ur;#7B?iW#|cQuAWOHtbPOllkj(l=uXlVNG#^=gnYT`$zzltVQl$BZJE1!nz?ZiDCWkz2E-p+9&+ zp{x(2EdFKasZThx$0fnh)peu$wuO5yBtF*9p6=Dl=6z(WecFqt(4|~%1fyGCWP|59 z*S2G7O$JLKX!Iak%D6B28&nZ(q$IIo(P};eo4Nk!qnttH8dotPz!HhR0LQV zK3){2(-ltf*4{Z0v+yX+#0@l`EVX^|z=OCE8TZ!Thb&V?t*sEDZa8}-E<9PRs%2LG z07%b)*|A$T5w&#mZKU*M|Kv9vabQI>jQwY_kNUv0nz+x|qsEc_vu}7!^qi%IqUIAt zSH9oPsaP4o02U;BLSD7H1$Y%0IdG*UEbx!~P7qSkP<&d-MeIWuoBeb%nG33|y#D4P ze`OJ~sJJW@-=uZ>i4?dqzsM;2o-3=`6*2R#3fdpecMW0h4TRsB-TyuzP1-3dpIoK8 zJtp;Lk=UkBA6(uLt$wGJpn$JagC;%2)<;n6TLsi3ONMhY&mZ5r@BqkpLWglvRcFZT z4p&CL>tf7d>6(GzLT?D^c!1?bU3J6p_z#vCr)9tQnt{rIXvwp_*QwSUQ9+-Q z<_O+M8K3*>CJl9>Wd-e5Kb$bz(CFv2jLfP!x7Cdm!=a2 z!QD-uC=gX$n9ex@&tJNiXm(=Ok!ReIuzu@hqR5Hu1~D5PX?=VI&UuzT>Mi^^IekcT z=_{WLF~hU#waq|a8>L|0?$ki)@8N*;|&)! zoY-WcKD(`m=1*GqSEd%uR`Eb5GheuvOL=30`*fw}3nQH^zCySu#ic2CVWfs$<#kV~ z1SsA?eReFQw*Jy37U?3Y2K`a*tVMQh@u)EkVJwTE-Q?Uq!iKNED(>HtN$y~Sy{fRl zC+mx4t(_)QnJqOqbE1Z#)GQ=$?{E8ne+YDOOO^>`*ELnVV>@$Bj`u(LIgIE3<@Z;#Cmz(sI9FzYte z*}jg1JQ``({oc0XcjYiM`-TP+l97!xKOb>GH<*m84<5G*qL)V`aMmXw-9nts5ykX7 zZUH3e8V4~p-v@?J?=&7l%ofi5@p2A6AFvl)HP5|Y)@SjE3w-KC)sesrcQ0oxkFx0hD7oZnvi!t02g z;pJ#oD}|Ape91mHl0k8SEioZpO>WS09zqd*9D_(&VSB>Run^@J zNVsRu61wvpQqval^kGZx)5C=f=4Qt8@i=fSDri`S+%&Upk%6-!suS_&1< zXBnG#x6SVDP4N-;>fmcv*MiYmK=cY*Etn%|NvQ`&o@G?ima5`WA%pZdm>OE;ex?6l zDRz;HE|id8a$zgimHoT@VMAkG?YOyRLqv8c@5K`-{cGVY*pVCJJ#J6A(FxH5$qV=wxM3?1h}e%&IRZ+5>T;LF@0i$0l~d?c$dovzytDWAssY#Rcx z?TUB=w1XZ-hLMT05*Z#X9L8`oR~s+8*HQ%aKVd$huTIM?`gzYF?^k$rA@M>I5F_59 zJ8*3~bF|Ow1ifS|%(i*kJD1wMpdsEb=_TGEMR=YMalh`vcBDFrhe9!Oy=OpJmCwbn_ zecjjfx=!1O-LiEC5|?e4Wi7aD*OzKH9Ichv&-B2t3st=rf0m7`5F&FCN-fwIsAs%U zS6gLuZb2Vu>!X*y<-m;Piiz{D7fZ_}v|^2FsX#XSpDnrGxy*|apJpHG@D?5LW9dIc z95*zEaeQlyVm`X1)lPtoascQRSn4SpJG1xZn!$(|(RAEn?1p92FPfoh@`3|vLV<4g z%Ev{Zgi0_Us5$0?F(V*InhWaYPdurBfvL+!|H+?v(6woli81 zq@9j^LNR3HKBmd)Ge;pK>Zb($z=>SaaycT!>~TQ^pRwBW%zIufUzs?iD6(84@`vQr zu*m@gO47ukNTrF`WCJSdGp(xdktrRZr+zrnJXTMIr81N|A;=S z3os3iHUC+(eQXgFUSfhM8)2<-!d>SfO(pcrrGZfNHL9J{kl3=Euo#CwM zOvGZpKE{I9iMbX-EsbQ~!^fNq^lbeb^`ObIhpK53Z)Oy4Wc}JzVg@S9OJAEeV640M zk6%!Gp_md!rt{v3KVEloC0G8#z1P`5c;5_^RWG$$yC-(#>t8LCv7WMZV}!zYu3Xe z<$jOU)6B%7;svqOo0wi6-2lVvN7u9{zlheO0IL60swmnL#n?C&u8vi8|+CRzk*- z;*EQMZy7E+idbz=h`5EEa{bZ1E6n)#dM~R-MK5!GjSVV@AIV$XMO<}O6b>MMFyI;! zbT(cO(D7`%io4FgbOTx91-qs7V=KEsccvLYoQJj3*7tRErCO|}+sUSM#prM03}5b*?&j4Kw})>`shCf%-~-)aOh zpI1>qjpzAQqWRVU4L+${GyGK%6|>6{M9Q4uo_7qSYu>bMN2Mi9n9N*LukUnn?HSEZ zL?rfQJ(+bfL+ovTn&DK_Rgt)fzbmfN{*qIUw_nzMeMNgVcShF7>o_qi=CVOP;BO|Aol^21w={lz2Elain@;H*9 zacO-aEP?(R8gh2SIB0e+=^Px=$*Gd4)y(O(I9dcCT(w^^F4@gi*3)<35x`s@BnjpN z46cb1U-Dw$gBK|XkI3~3^ErDT%~^42`QMuLI-d7{ZOiIX=E8LG7iA&%aCeEYV|QO( zjfms-nvi#C`*8;M(1_7sXBTPWsFINv_qW=8kmD_tcJ>93X9Fh`iWMsZWiHM_IK$s8 za|Y=^z8^1^V_G)YlP(6bb0OevW{S^grUPJo@tWQHzytc9xTdL5EMq#(o2+%0ph_$m{ljpY=B3Wt@0Uquji z@C09`Oq83#2s206vB0f_*{-+!%8(;v*`9DAW+8&tb#H^XCp49Dk9X;odZz|Yi(|pw zrpo8ktq28vIbiae_y4SojuBZP28lvoTfN!@AgQmWM*Km(qOT)l|CGM|gg}9#x=SRv z-!rf2MqqgwO>{4f=-k_*DBV4^)B7--rSt;%!0C&$HOXoP@dig-n?$$(j2kLHdx#)v z!mJwADA4B_7g!870-Q3g=3AjU$-{u~QwZ$VmiFz8JjcpS$%o#YMfsiEAL8WK4?3ZE zGC2aV^3WYzyjxqQSPuEN>wfQN)Zmkpm+B;e4`M4_%u=x#nV)b-yhN_STEBT~XQC(D z)S=8);H!sQucg_>9>ipde0s`Rf|&>{#Eb{!GME_c;l!CD2*PXgL7K$%0Pz`TRuTd) zsGT*4JA}_XC{->c@MFLA#8?LMS6p%fHRk5{IA`QVAfk(2fn%J_&1#EXr1Uh~O#7!2 z+eQf4c=#bD>*Sq;CHyyJby;-o0$RR^GUDyhr)@w`EABU(*$K+;DSJ{5q%NwfCodGZ zmuQPyYCElJfeGSM6fkT}VX~^FD@wM%cZKe{UOQQ$zg&EKPu}(b>lXr|%uB>2Fn5H= zEz4OnmQsBW!M zX0dn_S@r4@(|~hW{%HpLdC#>jhB2a(9{LXNTWRav*U0R)JEz}R#b5ibG13RjD%`2w zO_qT>ey2r1LkNZug7;Tm*Q%lY?5{f-j8~-Rm;^-k)hb5BN}p0!o-6_6!nupQZ!PEje=TbBC5#(1yrcW#V(t!BoKISIiO)fAf)n~EuzUye)}{ocd-qxwlp{_{g4%v zZbacac=)vugy$BF(&M%--mD8#720+dew!2JKJ={94c`y;EW@u6+Jz?_tY*cMFu@%S z4H>+t4~8~*S^buj{>@KuG^8nW9Ne#1;y(J()F_U9`-_Oz?2ROQ2ho2-`}*m&gAjsf>CgGG>_`j1PpdTK>2ws&Rj{P!uPI6J13WFNF$ha29#Mi&7|gp%HncQ2 z+6|AzHQ#5cXtzuuVy#yw0eWzPB=Ot0&o_DPrl>>XfhIqIyOdaDhok%J9>^kJQUT{t z^0s*}_k31Q=LS9}xGTxE$>(hQ?nAlX_T6Tg3IycL(Q z@OWK+$Fb-qLOf4KiG{>rMX`J0F}duOMXa5Ev$4{@Onl81fy+k-6Y0>~Uv!dU^~19E z@EnIMGDI{RWS^-@^MiMz^b--+uka-W_&nyK-igQQ#f}*raGYk_%a=XklH`G^MmI+U zY(DU@&05W1jNtWM!Pqd)`cD*yr(SunW1n69q5Xl|G4@?RD@s3Ep1H^&ci1JMwHrnA)+|qb1oJjOCg3Mro#M_JCcJAp<;E?ov4`#`+9Ch zE_P*#;pkz=BFBefLc42>dfep%kr|1rV8srn^ZOTZtN0sAUs&?{HM3`$q;G3JmMh3a zQpf)ps>(j&o%Fj>BX9}&XzG*a=07bijG9>8jy(z#Gdb@o2Xbmfa3>QY7$w)9>)`NJ z*-2S$%+|>J>e@QRqP@$XF*T;;@8X)nsJNa+Mz>7dZGZt*>~P)=>@wKpX-HB3WxeL} z=!SZZoitHbiOVq6&s-eoK^gPPgazpXn>qFuf9rjW31*1fwVw1U!2_g0bj!^1hfC~V z%9syUM-{mOy($%Mr?Q?Au%#90fcwywn9`mt$z#G@RhF9|eORm15hE0vB71SBBwrdk z=v|N^5sr!$++*{@ein50pzMjr`(2i(ay-SPOQ|- zNZTr`mUXQ59od(T`y_Cq>jiuOvWgDsjbXuOo6fnHRY=dtj&MD(MeqbFd?IVPYae2+ zYZbAPF~59E`IiF;Jn%yLJ%GT5SHPl&(!6TVGPz_b3&GNQ(1#cbk|SYh0`;(0>BIs0 zqJ)#{lX_~wP%m^D{ZBVxFTuo2k@8o}n=YbntTDd4TOEMDRqmPVH~Xkm$E?NYA6q@* zUo{24cOCEojIRkglx{qHI9&y_sgUXZkBCWh!;yUz_@j%$(Y{X{`&#Q6a`COz(&GeS zZKgQn{XxkbK-ED-bg^}U-1vGlI<7F)nWF292=d;;?Z=$5v8TtM{Tl0Wn4WzQxZafe zV9mzoKO&*Gyx^fzl0e0eQsa_G0F9Hi&|4rlyfJMs{QDnE5Lvg!oHy4Ywd#y4JlXJ% z+@qGKzRo&OA_{^Em0VG}H01JoPbMRZ#W?w&OH2-~Dz06#z{F;LN)g3nDuo{5RqOrA zzI?)a2qy%1)d*zqOmH7!d0<3+>d**vHBjI!cPVFLK z7vz6L4;48QzfBQY#rZ+v{qLV`{o>GsD&mVUr@gJBjcN6b`hU6-N!KOgZtiV(qB?1@ zeuEuv*7_t!x|%MSJ%U6b_T*$as<&qfCvc5_`yb|x#Y_#kXR5YaQvE-PMj66yKpOB; zh>Y1(J3mJl`=pp4)kI)xQu2#{`?pLFPAU$%m~Bl$%2mtpO?{V9rzRk~i;Zzlnkjn9 z1Icn=gW0MoTiux4sQu}^mB{%0)%t_VO`o@_-&+DQR5$*#Kg7nHT2%#AI<+em>`IHL zyZBa_NkS?PyRAu>h=`}>vwr?l6nD{+AlxZ?nIfN}wtxUb8V^Gy;*&?cx#YIwRgbG` zu6ePZsOalCIN+AY_M-Jb$l#`QZcr~C)!7jpmjn{3rP|;I4+BWj&SMvSaIV#nCRm9m zs9z!fZAF3IMA2@e&XeSq*2*^rKdc`P53+ve(I(yi;#x2VVDxe5El3ggoQrpf?St`ix0_n)+0e;A{XMzAC?o92+ zm`uiThknR0C7q52#lSy-Snh8)(!2Cme(P-|-)dTZJ~n;PmZ0x4PcC_zgx9}%ZMcNj z$0^oeqg-l@@gXM{Z|11EhC|~0>&Iolrg=A~p!#gUcI*|q=m$3@@5 zCp9e!@hQM0%!2s(y-ZcKvN`laGd~8$`ErSQxy*f!=y%wU*mz5GLl;Dj;OY9zsIVI% zCk}Ry78sU^OVB-i&oC?`rz)DCfPWSj-Q}+;O1uuN5B!&1GZ^cZSvd8=#9hWZ8a~i2 zf?U2#nmE{9uXuL5f{Ym+O8PKiI@Ln@A5oWDRpG7R?%zEEXzu(*To3fj9&!$|orkX!Yy$juH*| zwxXaLY63xmk_eJj!nm2%V?g2ga{>)4SB7HuB88P$g#iC7)hI>|xkh-ect?2`1Je@6s zjdMW#RcKqnk;IaC!OKm@bwcTcB|*$sF&jfxu`Ux3g;mmf)Chul#H^LszbHd82(|?f z;>$c%)(eJL3Eui6X42To2Gj)0O(|{@HppDMXrvIx>tir3|2E2*4rY1cW_FA;zQ>3o z{Ed=7J5|B!&TPX#&9$cObq~*<|5o13Vqvd8;LXfvL^$PPH5@#lq5&Q;*e1@A#vdi5*v3@8MJ84}bhapOC>1FmlnOx9<-mMI>CS2 zKb7tI(Lqh!*lyNCw8U@n`hLA+cov~RLKOU7a{nXVoT5aYir^e=Yi{-uSY?yGZ*VMB zoi=P}6AhyFO6$0SwPlExFuR^?;nDh~5WD9wH{l z0h{p_k1sW|(4Kz5Xp|?ip=#^+G^uN7owymjJTG-OBN=p0_G4UT-J-om!HbVd4{J!W zKeV>_h0=}?a@ZhLN}mX)Kv^jljAe3h;dn(zzd3R3UYpLOzQLTlVGlh-Q$4C7G>z2N`_ zxRFhX(0r(w`n;n``Uq0>#D1trU{QM&u=<2HhF~(t?mDZo!24l8`m%Hx!Tqn*Xg_19 zs#Osc)#$1EalF`v4(nO}#qQ zJDq%(@d^UC7!XjEuNh6==h6FMTprBxVeVBD{0CZ2McJGDkgN!S@9hEtZl!E@N(k3} zj&Gd*0eO%XU2~EhFzs6Ga3T6&n-}S$+IW-I&VlCjowCz2lV%8KR!!(mkl;{iCdQ{- zZC&-@I{EP}1$dZHG`DtrG7h6AE(9mLlgqIZt=@f^b$;5^U3N&(y@t^lAw&huo;7H; zoPnrKOl*>;i8ohFM;ARd4UX+R4ukeEzA zn?Cb_{%Mul@OEsDw*K4_p(xP5F57*XrC3+f9$Z+424M-Yf)o&m)p<7-K9{8ct?>TYRw#W11v>ck_ADi%I zurF81DLy2S>nBq1iT3Dh{0l+_nw)F&SJVn;Z<_DssB5X}^GQ?Xd@p(hR!4-N^gMo+ zP^AzFul|pyM~BX6+1S9|j15z33`rO_E_mA#&INiIn^N{9x{Dki4PEcNKM&)&onjZ9 zJiC&tuX@~{J0`tbJ?wZ``J^dIWtTSI-+=cucc3RpV!!uAFhTK=p6$H9+axcOwM8k| z`w^jBWnk3fxiS#(%;Y7|CDr1gTha)%zg>A;C1f>}U`e7egM9iQS+L@K#aOis%hpj? z;OXX^rD?*~X~YNFreva+a3^r)aMtTbDcm8Q6iP)p1&AH*QBT@~FyS~(;cC-Sxx3P5 zRYRHN==q)-37jduf1Rv(_Wn#mRTEx4x{R1%Fd9vH%9j4lYjCQwZ3+$s2kK?fO(SPj z!&M5{TAw2$wfG3a-D`3`PT5oCf#jk_*sM{BAf0omOW5gNM|jes z%ecJQstTwZGCK0<*G-WIzm|?Z(DsQNHardPg+(LarO+hq0dA;}MIu^)Ly36&;#olgle{%@${ zB&nA5O(?q2`WJEdR>GzN0Sj++cdd8F&Pn8K8vU&So8B$YGJma)K^sgRRiZoM%g=bD znVGWQetx>3*(~H>RTK4v8Ba^t_cRF}T2(6AGQ>Kr^K1ATnmza5ZL^*(GQhBpz{5-2%9Pf)il zcSPlr;G7mu8)1~1MIOku=G5+c&ivs%;`be zA^g}U{!mXJmx}!XXT5&zQVIwyNEkn%^RY^n>~;*zO?iyw+@0z`f5v~pG*08h8YSeJ z2rn~XPp7Vhts2`~8dc)9I0X*Tq|g)V;#~xstv>rc-s}qX`7DLeJ0?9}p;q;EFjISp zhWwmqs0@iHXM&E|j40#Zo4#MdHy*ZUVM{GrGDQ@+%%_8+?Au6lVyeW&UNPEX}yZC|MwFEU%$nl`}oS>)B6~?6)@q+D!v&9 z37<(bTtQh^l4If`N13z((u`4r(6r7E_J@I5O5Ish@!)p#l3;#Xbs~PU)|#s>&1&kk z5%%*Xs9G&P5uF{|NsCDdfWFJ3ojhdQ9{<2Pyd<0V2Vj*8;f#G5lB9CHpQ%|2SaJ&*8nytImT9Ty4R2@`_`WoGd*|pnP0}PfOcS{%uQim zn{?>*GzuI(*U%TrZ%{<}#}_ic0q|!naGz-6(r!u)9AVs$bR|3#1G1}KR4&{zTHpMr zwh}4p;1(Z(kg+bh>o5Nc`)S{MyJsI91b+y%b|*MWT?`A_Pe3Mjy@unH4PlqLocz~Z z(H)eqAGXX@0rG&`5pR|~*z=ltOm^tO(?;Kq#(}#s)-0I226c6;0I5T*(WTU_AO8QLD-8JIMNFGeeU`jLOvGRU98PzDxw)W+~iM6aZu4E$pFS?KVm)aCro6-bb7TabPe-$J{Oe)GpcK8wd3mG*vp-pydD9cBZa z7smEhSE@j9)Pb7(@&-)Q?S9@d!B(GwstS?iC#(ccu`1~(IZf?|%iey5i!{fA$q}iT zJ#H?lE0rydXxIpp5{rvPPlP<$zh#>#2iF^(%M=Jyh4AH5iNp>r&!5EgDAIZfCxV>^53 zr1&cX*eU;oUE_%r0x)8jEJ8GX*Q*eAP{ODFUd69Kjr>yEZ7TO;;CiWwdkM zW4?%HUgMcu410opk|ZU0F$7GqzPm#!k5G* z$OzTSJ)*Qb+bvKPd?GOREZR>U^Zw54ceIx%4av4dvXXGg!EjC!n}XO$W^}_q9mc2s z)3R5rU*QU3bzpH|X9N7=U94h~SO@0v=;9rwunLuKMX+X??=jS_hK_i}jde1TcTy<; zjXElKUKQYjOj{-kB-mN8>~ZtVCS~!=B?+tpF4r!99?;`N6RPvQe(K!^_OY;NhQDJt z5v3mDHq9yB{x`pP(V7$-deBz7H+NU8p$;3}(2%N2q+t>C)oo8xh!fGNJN><(9UqCh z`ztt9b9&|0Dd4(>1}5_dXrf$fbFZH?aom*!=V_fZ^jCBosBQDye(p&;p7zw9 zX;g~$QS5A)gE2sE`zti}S~HT>ztX*GPW>_5+_ig>Xyo_UiF5LM>;vel$ptNYq>S)o zUP+g)irbd9FK$!U+q}&$FpZ0yaavH;-H)`%laYFaA=q;2;FMWZkZTz5IqcPdUnHBi zep)YMP{Rbrz#de!c+iWkcF#%xWqWZjWM$swvc+DM*}_E6`3@UI+Dkfc$8p?~Dl_(E ztKvnr$5-y*JHo<`tGjRPccL|WLHE8_0Cd{h8nBzCW}=Sd=_N|F$VY&BdUlW$7d@g6Hc`@Ie zeeb;Kb`?t=(Lk2oKj&v>71P6%_a#n%iZt}QPu;|nzw8ovf5-Lu5uv>BM`aX{>a619 zw#pPb+y%Fo^I2pCevz5l7^}d0up&c&8SK4?Q?pX%e;V(3mS|NPpAG)`;GZBa9didN zgBQZ=_b~IC>=|+68uL8uJ%;{>{3-b2cQg$5q$HFtJ>uOv3pgMsQ+`@cfD4CY^*>%; z_1rV(JOz&j$i>DxSxh?t*9$snFqvBkot)DSM73IClj3oI)nDn2lm7a~C&4c5ai^mV z73vS8f#`Q3aCJp^cJKp8$oKzbcCq(U&i*ak$jqU*W7OD2$6~0eb!4toA-v!ai=7+K!M{snrnTw zB1}4aab8oJBjnomTUmWmOx~$*w!qH8#{N0)R3-G;6oCy$TYi4U;-jUh(a_%1H2ZGd zDg2X8%;$L3(xL3}CK!w4w9~aa{eg;9I?6=d|1PRd<;v}Rl^p#UMlUuI(#Z_9)%*M)!-y#e;YV+Thrq)>kkb;TG$!GR?3OT_Yjt{O9CcZfoCM zeQ(O9u0d{M+dZ)i5G9rNtLHao@NX?YtJf%70ydjDmsN)Inpb(dRr^EP0?L+&DfD9ndF#1!QVbK zX<|Z;@D}R&`p=0Y$z7UNe2#;tK3zz9;lAT*;wK3w+g`Wp z2ExD(N<7=$2+!_5EaRb2KK}6B=4=NlgpwgRUiX{_UAP!&75S#Td@R|sU^?c+Z2Rjv zVeosh#>lD&cJZ2)NwFVO2UV6ays73gg8Xm&$+;|luDiMn(O^WwZVc%8ED~0IFdF`7Y4O^9Hvd1OAK#1*pP^>tD_~#mygJwpmv|+4dur*q zG9lG3lK`_OC~h#!TC_aB%_{xmwP9XIazjyiwET(sy(`%*;X{(Bjn^;t+|0T$MYtFB z_#jLKzc;$?QY`7(Gez8U?o?xVasF`T|P*Ar~M zvuycgBPd`&g239WAG_jHz5-tB;N8#=sG_|aE}MGLJg#p;H1MqhnmZ=wv{G0w=mPcx)&G3Ak~ffZ%V2f&4gk4c1EyqO`C=0du?eOH<5eg}VV1+F^?1_PZcWvnp6pO+ zzLLqb?mrZs?$55*3H@%kiV|aHC~|!sdE=nZN2mC#>Ah~A%Q7ngeZ_pOCM$Hs4B_r! zXZwpVWYG@Xts=T3$p#w#Y3b6EnT?U3J)4MX*R(FUU2qxld9ANrzprvLE$rn<{ildO zI>&0hd8^a$roLWu@|Fk!G^k77n}07MZ0q_a)h3z0KSbBvVIYSC_v_1sqmnh_Z>Zw@ zp`Upq_l)dkfg*;6B2!y8Th|^>FnMu#L35p;(9g}&*A{FA?KFjHmp>(V z%w$FWC}@j}yyDK4M77EZU+Dqs9BS3`_L(a(jDj1Il19ZhE0mm03*T&Ww99K56}Sdub88oF^_mJ3Dfg)QI^7}wOb7Xf7; ziCv2-cTeX9hQ8lp_^`(Sx4k#733d<{`U7k`eH6m>=P_sQSPJbr01^2v4TzZASDamV zE6PH__R8_lpI>(0k?|MNVJce-$5dx0K?F1Iuy}t%7~ZTvfJOd>pUmH-L+V&r|2aNA zwKVrz)Jv-MrUi*ZjC=J#gt*Fjewuul56hT+DP(W|)2zwsJ1n{$DSUtx)8f0*=5R$A z8O1RNY#Kz@DZX}x?^w(eGZCm!e6!N-$5;DGE->&utEpXcpC&#}$pe zMT>=ZiW`GJ2qpey(6=yqwSEQ18-wZ_2;Dg*4tO2R-X?15xl5S4sTM8mN~2rLQ<)?M zG^dy+?gv)8!2%OF-@{Ip$o?AZFjTNB$n@_pH$GxS!c6>aZ6|s_O>8ThrQH@e5eToP zEb7sE@VT*5TGs<)Rl~7MGxSpCYZupXQly5@q2%pT1=gy8*a&uce0R|*o_pOR+p`=J zs~h-PvpN60XoaW@38&B#zQpxv@`QYg01$cA0p*pdiIH#76}fsqts0G8O@g*JZC1lM zxH}z)&_v3u_4)zu*2s6e}CU)T&fioTX9hp&NeE!5AnnwXDlH{3#FW}nORwx-A zG6FbIR?Clef-LI!=!d6X!jMl<)+DkK=D_UqiG@&{e@(l42L_f?aBt!7t7cU>=Z9bB zGxxIZbUwvfYtM;h+V^@IIWCL$en@iqEq>sLGH0>=#pq*sW-`CXz|jO6JXA8p61LvA zG>w5hV0jk%L(%l`N1fuukB2_X#HikBmq4u%2$&HZH0@vgEKr&Hy=gyO^QECDwz%96 z6*Cn>Ox&D5yE(Ij4i%sizs{>dvt%$^kyd54VtBg3R# zLY+iJ)ZLFIFVjw0vdQ+le}sSK%xifS#SV~KpZr?rl9!letH1f3D~s}bXb=071s&Y? z44C^z5Y^sXof0lx>M4!*?C`m$fv3>V>LmQO3ny@@{*VB<2tj@3=?;ii+t@hqtuacl z5!vk?ovSk$WpqU<#GVcq)owP-JoYWrG|v1rWL^|-OILn3`e?HyKG*RNfAVLk?K?`B zr6irtBA%kq$B5areGvLnU_X3i|6b#fn2Dc;>jI4zvw|C-(IO9E!3B6L>>Z z;>jmwU23%D+uiWfY61ognLy;7IT9h-6x}y@cq4_u|DTihy%=xr&mtEoXYMaP=ATn&3Sj<{UT ze*Y4QhxzvFIV=7l5wi(YA%9Vlyc(s?O->#$DsZH5^aeXJBLE?>PRoz}b60))-}It^ zyaBXhO#fGzaqW@S1X0ZIz#}N7FVOm(AoPrb+L(gVjx$JuK`1;mW?l^!{0&VSKj`EF zl7+;6!m`((B6k}?+p?^FX-|LNCEowaGdB$6U3^&Khky5Zt;Y_y}*d zM=2}WD?3*J7CEP&g%PyBQ0av3-@B^}*axwA)pJe5t(e_^_Uabq8)Y7RkG{2V+{GuL zdpJ0tv@Q?IYizYP-mwJ#T;^1j_i^QV33$ivUEV4fkC}cq!+21;Y`gj*YijS_xCeBR z@_^|%iG0~vsah&K2*oC2fSHJH*S*jyL=5VtFeE;qO1a1J-N(Q?A%DIMa?-O0T;T1+ ziKM>c?C;|o{Nn|z+9g(nwwbO9z^H3 z3{4AoDzs_n(&S*W6-NZGR+ZZ_Qg~T=kxI)x5)%JwTWh5DfRs(M z%@;YdF)xS#_a;E9P$zg53Q7qb_)K5_x06oikI%M5xmX{v`lM~O%h|K7{RpWwyqyFW z54H3CD38lGAbsde;xsO^9YaZwh;AqhpuQ23l~4aQ!*@0MceStnJb2jhkw^;RRrRA?wV1Glj0B%kN@$0w z)&At=FL&}#QBdgf)mCFaKO;X(gq^|=-ksSTS%`1x){bPqv!bu6Pk?d=JvaRP$ooU; z>fT4aq@IKSfCWmTEl0q+_4b;MGW~1R4Pa4Q0ygH??qCm%0vZ;zWkKrZ>%JGwJ$KB?&)gyYrG8MGPt zvoM;hH9}`oT~UZE$jcktFd`>)c(n0=iZjiD_YdId%+sjLhdzJFx4?ZBU!hW0Fvz?? zv;R2%xn^wQOg$O--r_YcV;7a<6GuzY_le~_lXaNl8kADDwgg~gstq2Nrjl9qKP)`W z!4ZFDRbjRv^^!92(zCPuLo_cdk4HQ|5kU4t@MoBWc4~ubtqYYSl|$ zCkz5r1xi(m5Mf8=RpS-C1FyAj&rZZoD4wm8f4)cYeQ84DG7=dY>U2$D6_T#v0m#BO z!bn!=_38brmF^qix)4WyDr56eA4_!9Jf|mW1Rlapfdz+Ni{z_gS^87bRI^KLM(Duw z(Y5f@&LgEB3-9REm7Q1o5n{4pzfDI_fC%Z18QdJgeJzUL-Jb2u(YlfohD)O$S(U(X zb_p^ekL-K`d9yZf8IppWU^F(JC^noR%wJ@iG1>f^746hD@m!+{v|L_aqmrJ+*pIfm z6IRL0_$B0V{|)&d`!iqr{xs9^uuGoZtDO3pkd3z!bRRfhassMr$fGhYs%oJu>)8OC zRnnR%e$g@+7JKl+g779awZ0~qx1)mzqum(of!_ zIX&LNAB51@V=`R-CJQa;TIza0ZUK6~b7`HL1M&XzypGV0>-qimEpj#>#aU_xa#ocD z6|pM07QqhoRt3XooBoPb`1E?4v=W+yyuLerC~C95*HtX_r4k|+>eO(&c5fS>i_^I~ zNboS{SFe1erNqI>ufLSk_}FqQLI^9Qe0YVlV2F(Fa(DkRx^0gQ%*Z23PtM%{ZyM z=`^wg2Wk{lDwhCZizmxZZfcZ}NS=r9oR*L91#_Oxrb38KS#sCKJmi7+a1_Bk8{GP$ zq6E*6#4uFkFUhvfX25N}8C>u^AyOQ9{V?zAI!U70Q?w3=jw5#d%1%y1d$RtR&ZIb2 zHTup_k@25BbE?72Bd%q)uC;)_`b+ZslMd&;yj{uctW#%fs+!YIRrU3O_Bn6AK5}$7 z=;m7rL$iABDv_MVoVP2YK_q*vjp=|e0r%|t)$p_<)JvpF-Rhg9H@T^bUlW7IkCHMm z>F=f+IKs9D_2;-_Bo`~6NgKpqNBhcLIl!1xe;I0!HDQYPDZiG(8-lTSP`=MDlxsoU z`T-;=6V}cnPP^4OvZQ}k1j0@7Bs)$rx4J6tqMcRH$9BJTzB+r#zA=f zu_&T@SLHHpT6<;_Onwiz9xz*E;KXyMLmYsechCWx|=9D7m+}sCQ z-u}TchuiP4#L)14W6yhJS98R5|@elnWx26)S|;ug7E}ZJfTPd7TkMrZiM8R5OLu z*d(`OWFEY$haO{>2xnF&-fmB`63$5gOtl;%I(x2+ zZ+?k-2@sgVLMz6rtszU&CdnrSKZv{EOG$0>dG&h}c3G5=-+l<|9>h^-6(vx?#^Ke3(WYEs+IF}-H5F^j6}&jI}vWx zHItam{sezdzIf>9AU`X#;;(|UNnt<7vUUD|iedFY#70Z%E~sc;Lrs~h=12aR=ffhB zI3nWx({FI4hGQCuP?#t_v@6+@n$2^7gIaWolky5#)R$c7mlKa#92d@sDE#A-m4v1k zAv8T%;CE3zKgH)9y*!1I76fRX(r0L%4HL(DUzcK%+q`mbhd?w9(aZ=PaYxtH)x8s` zK9xDCpJC{8XR8tF1?~>t!z+{hwM95a3rvTH4ZBdz{znvTggE5-kH~PdVrjhHTasrr zLw}p{sCtgzZPR&xSJJ8vcL!19f1}@bq_R+Qd35#PlWW92-JYIK1BhcpJ<#dD}&LViZ@w*wtozx>LmPiZ0< zZT}hH%~MdT3MJ_2)lg@=>iS^6ADbD^7-YYm~!e^lZWgpLT6>K zuB@S^SJZ8{f0KT)iV%$!z}bbS+I3KL$%H^v%}ww+rMM=5bkIA^FEqYZH>c;{=vtp) zkXj$MK3k&-%lH9PnGNO$f^jS^%Lf%I#F_0)Lr?ZRzuZkWU+ZOZ?Pk2nVNcSdKYxl9 z?DNEeA_Spt5T+fWVNM*Q&7C!O#WV3_`6lZdRBr!1eJ{yroaTe7IGTHH2U;+a)4aATjKx3C z?%`nCn{%^e#+9Lbm65csR1zk8er3Gc$uA;3-=E4X4`7xjy(#>k@_=Ftx18iKm~pqi z_`v7!{<@5rsEtAFF%c_s4f;PK#05$x3QAIj*V_iof3Iajj7-3_^-5P^HFg>GIX5iW;H_rlCBmj8`m8bm(*l%3pdxK?7 zkI7(zlrri-uQ6}^9zZCfVmsVD(HC<$hdG);%8UAI@NAT;$lWC{=S$Kj>%rSB0j1SV^71pXss*;p zy@qykh>&a_=DRk~-(x|4&!4p%8uzh3nl;vmKR!3M3>e`MSV|o1@a05vP+Y&lXyH-- zQ7}pfY~G+nhTkD)&g$+V)m;y3p5;V17wzq_fFIE{wKPLRSylHMi(ivLJKGEIV9g1>^D~<83!=e+SUgA?4mHSU zpi^jjD;}vc13ox(K!xX}8P;)qoi!){=1i1SE$S=;=>~!qfNv7C-Zpg4x+^~PGOhfL z^zY(~Ariy4dDj${l@7;uDd~g^6W(E>8X@Ov|Md6g4;0-tVO{cc#AjO#%!R*)Py8)E zPG^*6SD7#qU8W4q7wSA%40UU$^r#{FVx=wZGikCGBM3yr*7U{Fv~M`_$eW8O6WP&* z{L`lVoX8VZx}NM19}%BUIi~mRX4`1AGtY#UX+on|<7mfiN7;nX?%Dgb!$mirJHdqA z_f@=k(x|*+=9w^bgpaSohdStbe-pkK@{$WrTV<2t-0Q-gjne#e-I7No|0R0aqQt4; zTt<91oI`lsZ%1K%*spFQgh1F~`tB4m(a+B*m}5S4-EY7yab<~jngahHM`z*J^!s*k zlu|%PcM6EKG*T0l5&=O4$)SM67#*X#8w8|5Iwv{08|iMw2EHKu@}=^JD5;+f>Ec+$U*K(LPtP z{?7@CfAzp@@6V#{wDelgwC&A;`O6Dy-1TU$f2hg8l8RyJ6<;G?nvGNi9`uv#zQ$%; z&z6C#YeTSHNM!%hH@su7M=YaVB~Co;YK2NshCT4nf!;Rc_Fd7 zhl_Wf1Z!)ZoX1hE$i)&(yldE3WL@#)k#FXGOa)awm6yfj&r6K-XZ9(W*ANLjCZT!M zGY#fLAKILRxU|Hu^|4ts$JZ|YYpxJ&VJGV~5{2)!=3r^wZj8Pe12U|vsn=Le9H%P> zAO&iaB%w$-{4*c$KQ=0;6R97~e!BOIhdkjD<&Ny2Hs%8hm!K6}w>=GlxU4!b4VpHr zbOGwk9b9bGR1-&oR#fGa0WEEmc=+vLgqK`);czUk`NgU7EU6I9!*bi1up>A}D4_Klf_JAS z{j6ut4-+IFF`P;O8@V6BpKjNp?)9)daxRVmA;%(MOa0XQ23*1~w(MLUO5#WqKhv+I z_oRlg6uG+$JcT|!H%cS&Co!!IcL{`ZO%MM~mZne9CX(Hyl_()|6v6`ubsIm|)DceA~85?4wJ*z5>7 z^kzd(Nli-}SiNJ^ih#dvv9fjh(lq5t49rP3C7wTy27o8p!TmjX2^4!O6Sjo#B$__~k3_jxiX(qoA ziD7$O*b#W^MU>2O0|>dGhq!2Hu)L%i3s$1u@QhF;$Zn}!(HmqVsK@<&Dx1LWEZLrR zt~ORybasHNJI)TnCbKXKNUz9~<^!a(JyNLL!*I`z1tAUnXrMowd4jz^^y(MR?4Mf0 z=e=~kT137Uqi3Q~)*|#w8pT%tqmDDc`S-Z1KdUe2fq`q^ipkSPaQW9ra}A$5B@$Dg zlV3prdwU>xZ%9V3XHMiTuVZ6z4;C%aY6O2c6{u} z<|AavW87RrVdb7MT=D+zdLtDdx$-t8uiS&4v-JIT0xQg#EcRyePEV)4t{Gl!C@48) zYbSZYY~ozA%fp|j1q=~C=RWqqxpw;1*%pBt<6)cGs z#3zs4=J{}_*yk|BeAh{I&HA!UJ8%1ZU0>|ZRc$*4w@~4Xee?#8nBiJa3sGtK23v|Q z{*28lUK%A!m%!xb{}Y(1C4j?gIrQm>D`F2-4|Q9UbY?H)KViJlV;S7DZI$(*Synoh zkm(5SCZ8!$=Bx}TF~gYW1f0n;=VMo19}@O-ZFPBR+zc2Y$DKFA$GiAUzHn*aS)vSi zX{^lrpTeEYbrRu=ktj6y_mZs1%Byb))MD*)3OigNEIEu4OUgY8KlDOGwKQ2awobFp z)QtqOzO@iywCV)uB3TP!`6IC>CHqnxPg^BW!f%_CKI9xWz)fUle~*c`s92=D(09IX zP;udY>L7DD%rJ=MF+j)NO6K$$o=`82SUQ)cwmCt1cEqe;55xA$nU#FCXIFOGx0;$6 zA+R7S$5X9?$6P zJ|AgVL6!J<3rfrXyosb-6O!*hUW&)neh1w>m~btEKa2|%-cG999DGEBd{ZYry?Rc~8UsYYMJ_1W?m(q*Zk0eiEYMa;0)?TdkijA zGCLfU<&P!Jw?ajRXgydQqa*iSISbbQ`O(~R6T$2e<76w9p>4$`w`J9xTetoRvE1Au zu}H3Ljd~ZQaX$2VpI@ZGn`kdRPoW5M;vKoNm{kab(#$62kAYXrDisfqWFE3 z;{)xgY$3jHq2>KDQhmbM7Z&rqQi&(3C`jAtPq&cY+(3r}2%MOnpazb(nm;m$6`gQyNW!l^IHC;@B%05^w|^kt^E<|K+vEBo42Aeh8{+x1-d_KA`GB^&@$`tY$+Rb zV+76VYG=o(XyJ!;C&z5cb?Qv2-;63-FY{U>egNWr6{t9}E*^onyx&Z2qug)VJ>RH7 z+@95huJLkqMO+SWis;A$PP<;xT+APtZFD@vx+6f{9gkWYVqA;&*RAKazqh*_qCINg zt2B{`U|l74)@ZS=u1Mi!5Mnpzg6UOKk1u_ohL>(jsTZ#(UDs|X_N`)aR)!N4X&cj-g)@S3w>@7nU3T$~w5?N$#>c7)7%e9Jri zL)d52dbK_y{^_?r;U4o&Y#M#u71v~rxY|oniQst`drIi>*GWCYnQbre?|AB@_A7?M zw*1s*3Sn{fX$peS8v7?uDx`bA?9adGJvUr;VsA(dS*nu3_m|4A--Zs{nEWawfbxXP zedFovVDbJiUsnXhZ6%!saQ^LJ9NWimRQ$)kepxXU)+td(>^uts0I+gjugmGTx`05u zIX3QyUe#q(Iw^)!*Q&iAekQ-0{Opw6RROHWzcK2$3B;XewU@yHhvMbdE~}m_&W3@) zE1ht$za$Z)v|XpYuUS3pJ<(dR*&MB@m@I5U!7}l5-J;xEF?BQQn|y0pWv;}=6{oMU zxt^ce!kQ)w4z#hU{ple&0p~-uw3`>=ek5Pbp4dKr_HygOTJBF@#9m9}@}%4oYb0Pv zVSQsDL={4+nbi+3KO*a=7vtVuR-1Ts#MiWU>N@IRLNvqFO{G$v|LEcgokr8ln-Z?d zzmrj3cEk=`!;gCu5+Zc^YG>2Hx9MF``AZ-piM-0_6jCg=!F z2Q6m50bsbyZghu5N3i{-wRh!@Lt~o;T`=q5Z{4PZ@6o&)%GLd4`OC29t;jxK?iRFi zlk?`PZ;#=eFO#)FaIn$9V^vp(;^|*jP5(sA*F0Mqt>%p9e)L#fAgz_(qg%B~W4X#I zsD=HS^6O{y6iohqdUNqgLOwrj;^aEha+qa%Zlz;Afi2tD&>7x;yW>>dk;2K&x&Rcp zKPhy>ku~f$QL)8dW&65}teJCukg2JomrGULr``QBr(fcV=p<&a$hUQEsGYRUuarKb zo2RNvvL48#R1S8Kq^VxH7*#?xNqUCHl$tZO4fB>l+{CC3azyBMF9u6u{=A4z z^b6!BQATE~DFmj!Z4WyTK6L*k6m%nRjf!ENGWIiWz46&sVW52ZhTw%7*D19Rq0a*} zaMLp29?!}EhRH9EycdDyxaBD%*@|{K*IDbo${DG`z} z{6>ZC=Otkr!LAoG`70Jjm5(Y(-U28WU>)5N0~mSqwtFe1SbnYQrhcRau3Dher#BSs zT|6Sqq{u&$VA6vQ_2KMieT0M5hN5;O#9?8qM2#wQ+>=}6+*{$!9F3`VP7lb4#8Maz zKvurvz{f7IC)i!(?0FNZbh<$C-RU}hrq5rGiknD$XC2`TKRz{m2u7rh;dSDl>0#!v z(?!rvos6(UoDHZY;`xlLhWB*9!A&ul5tX)oCvV`#Eq+Mgs>p2Cvx3>qJDgFCXH&|pZp+HlnE@=q-w ztWqWHr;r_Im}dt;0z-5HR?xTZzMpMz?mxUgCqV?YD{uX{meOL``$Yu&Y)rpKGbh07 zeO1@5RJsiK%lu)xT&0(OY&Z=J7pb#-BW*C=op6QN?Wb_W>}kCI359$cx?4_y2% zWtX*nMCs%;>&9Rk*?>;$;e=`0&~?7aKXIe+pXQf(SoT3B#ldETn3(IE*V#waV3dk> zx>eCIM`WJ#HBLStTS(Hn`?j|EI%3TI?k9~3VGj#e3Uvv~

@Xie%G3gF`&s^_Vr3Y#DnIb?T5Xd^W$zfoa3C}v*u0n z?WV3P51t0GtMBa@sQ6Q1*GC09iA$ix<{%z6@e;ao?f0@las#~-Z@my+O!H0I{7v<= zaHytR$QL6?VB4A5KmN6Qo<5e2TdI++17^o}3bWKqDe~=L*sm(Bj=#hcda?T=S?-$^ zb0R&hedQ*a=;b`(-K-kuxN)v!YLz%-y;r1XGuBZuVvW}Oa%{43JP~U8$G8^Wvz4L}1>8x305}o6uS!U`9X5xTW7UzwVC19_NTP6N~ zc;K(lEZZU@^HSLb*hDBX3I@gEZ&b4N`qeiiLn{BF4_H}i0`;qoBzHs!D@RN%1A>As zXx6+xOhEK7+i15+W>Q>xl-@*r`M0`EaZEz_Mr^LMm3eZa@1L#|)Gu;2zu;=XT zkzXdo`nFYyL?O&6+w&7Xl8wpO&*JvmOr7xK{nTrr&;-HNpWSEQI~h4Lcee+(9K^;A zu4?<8p=o`Q;A!p|3VU_1e{aO+WZR$>=YS)S<}Da?*iLnqU%&da8*2B_8m>P9KhSxuYax9rujC># z7YO;L@uu6c#9Gu;<>hw%?s11Ju+Z7o&(lAv7#QpMAKv?fV&~)WfF+Bu7W*5Z&7|Gu zNm%{Q=F}Qx(JeN!9lhD5r~#ocpB=es8`|`WOYJfd*6#)@&o3?s8U6rluHIt&(D+|* zJNSl7Q&z}$w7~fR!#FV=W%m!#y`LZSraLI=M<7&~FzlQ7<{?O#4PAq~RflL}_OmMA zfWX~}N_=TR^crsqDtZYNDiN-0Pq4nu)b>){ako!s;ZnKK_twH9;VFQaIAFQxE~nLJ zBg2Qk*MtgHP~8BR3cFy@+51prnf}l4CB#3V&aqo>be%ED01XTga2;7V_8mYRd9=z2 zIy@av5wJ*F4eeA&9>EfSjzd^R33|KcF34l@3*Mx%veP*csc!zFPMLkPK?}LU&op(O z3Xt@PLfQ8w?3=KmsuIX(-Po24p2H})-VY49G%UC9b=E#~&a{NvETM?Pa-|L@(J5>&#Tl< zyi!fyZt^%Pzb8BM#GAFd?cumOu-3jO#1PDlAx*_^j_8a)!Xc8y z2Sa$t$Izl*^-TwJCa>ld7@_z&F?HqgpiR0cS2ZCy7Q|O7mlBc}HyXonjp1d-&UZ_2 zFGMfyAq@F40LvQ$|&Z;!|Na+~y( zdcU4`-7Zg7jt(M+un}eZQMfAy>jY2i*d~Nj2_8E!M5}pKtYcig zZfm8p}D{KX>Aqs$I`AQcnALIl3a}}^_}paP7vs)4|o=0 zAF@`7TG~hC$MR<^>$_0|<|Rb1Rq^kJCuvX1F;!yiHD;=c!Lmw;-G-&NBc+jI3?oS+ zyp+ENZrTIeT6Cj}@=^EG;QpSW1nDj##g40ZzTaGjZhkCwhpv7!Toiv3Gb-)Y#FZF? z%1S%%|24vJ2}0`}sz*ReErw++`|W+&OH9#hmfxKCpMHG&`;qu3p0EgEo;K|Eh856{ z|3zbKmK#bt>u2UULS?R9|1SSXA_uD}r}kvV-W4%YQlV7$@LSz`lDgj$D3e6vvr11;c`Bx;!hL8Y`y8e zVSY4`AgQ5peQG+|X=UuT6d|+E$^%1IJZ%2AZ<{9}9gm74Qbu~)nbOCuFdly`+cWvp}qXGS_Ty=M)9hQ{_8l3MNQPZQ(GfG=0sGMoK0AK;ZGt+*D;8ObQ zonKQ5@235JbP$8QDJI%E3{0RY>%Da8k@^}qNyudZ9x`h{S*W-iU5zpI0q@*dB3yTZ zaLozZ&n1`Qf{!mH5)E&Yx=*h@`LFkEUzHEo)nA*TGxVCU95?#Q1sKUQti#c~9I#10 zmtvTtg}iBXOZ9z&3_pG}2^O{)T8rlYP=ns-D20-Yt*fC;YL;R;B5Z}C=YBBcN}eh) zWpk!@XA2%t{!ZsQQ0yfC#;cO)o&-izU#=OX-ZDiAdBM@i)|ljX4>UR0@VasZGVT-74Nqrihw|$@ z7%6N8il?0mjhbkq?vK}z?p>?+eUg`I_T_tY?#`zR=?5p_dLi(JV>@zx4G$hBl44+|?dot3>XKTcek(;B)s@E<2FnDMTy1MUxsxfhb!aBZ7Z& z$5ilE9lZ0Sez|;A7W0oZc6JSSPd@&J)h@6}Em*N>PFgvj3u)x2Vy+RsC6pAz^ZnsF z>8ODm$MV|xvPnT2SS+=s6A6d6jS9w84}HCzmzrU5*|dzT)y`E=;ODt#*a)OOm0JED zt$}$YqcJyLq*X)0peS$GLF0oH!_<4SW;F1YHeU%oO(EPqzWKK5fb!}W`2gdiNi~*$ zcl4K4W(bl4KPtbCKT8!$`7OAZdiw4md3N}RIJm=JinV^k30$0Tyh2W@bOG1t(Tw## zfF6_nI_Dqc3QnUk|5HIyeP!3t!=Ch4;1S|y9Jenw9|aRa8VRt*_*y) zP;-#5pHjc%ycG&0nCu_QEv@4f- zqI`pD=XmX#UgWYrvNjE~zW;}Zyf{whu;xrTf0Tcv%pOM~>!w6A@2!ek{G+u#&734u zS~fLFx+T7AN|c^rulbwLZujG3?lt~^#P_ynz+>yj1-CkrkXuEo`)Ac*I#D0d%(Og? zxC=|*EZ`OQ@G)yKOXI$;*g6)uN!;I9>1ynRE1geX`8(eXDbcpf%YX63|GMT`)yZqT zJ$*5o=Hec$5MSE)_7Rqbwu*O`x*u?;&hgY8YG7XwJ2PsaNVh5Os7V|YN@<)V;F;ZM z=<@gQRDh{rh?8p21Avz_UD8$f?d&n~gbJKK9@r|6I_W{LjG`{Pm#1bq2nJl;R>qx< z0$D~V^W&QHb7?SPp>?F=%=be%wF+@&#p}=E*48EZU{S4Ncq-(fvC+#UFClyn+ovj~ zP*}uyj1IJ}T=jf}cdIEOycXVnl#k6qiPbrey@s_?Z6*)&;4BbaN--%lQ^p6W^LlQy z*-G6fs>hbAV#lDy_kp>w{*z$BWd(L@R>eTotxZ$VoAkX_TpxSwpH}i(W%8FXg&dlX zt)<{qcr4}T_85n`!*3`s?x-0J2~@Hd3DZT>#I%rR>8ss!m&(i99fjCe`kGi@%B04~ zeJa38X|5M9nSjccmpVgQYcqLSZ!P6THGHN~D!s59nfpmx{}tq@85`Q8+hE8-`XwPe za0wkxtJnX4(>rQDkS~c!rQZ7;cDVq{`5GIx`O2OwQQaITNo@p^k3g6R)2(ho)6F~st9A6V z0kxTXsiAxucgH?N9BI+Wj%Zd4r+G31gXOCwV(p=G3CwXlT7(BHf^!}c|07pItds4v zGs4sN*Q7Cm6&5rL?J~53<4%U+DVId&3O!gluIAKUi0<_qI)5718$-5gV3iW8!>Bp| z5XHTMM^u&AN+S5G89kQgUgB+vme@W#HCi1hGpd_vR~HeJa$a8Q_zwJTAJNm>0k`ip z*89{XVm-1^o&llk@zr5+u@G3HO8M^OBP!2-_Nfmy7>D`<`|Jczazo@0Q^i_1~5+ zip}wvcdy6iI(TgDF;-%$#-jWh)QLqG(#BJv15G4^zGc3nsW@yD83PKlU1irkv**>s z(y7b_P6eAj?R1fwWEqrC-F))b3F@xl8h=IVre}qW&+^goapJnz+2v@6xb8=1NwecQSrj#)V)|NbiV3c+gUXL^|Cw*K$7*Fw z0tdI2D9wH#}z_W@W2!U#k^uGaOJaT2{wbmBINua$eFpiEw zJW<~|qEf#bk(MsT4nNZs$jn3sB;^dZC2e-}g2nGr#C?c+F13vgSf8O;kT$v#YBz&w z&3s>~hm%6^?^5J;>95CeO%V94!X>_A+01lvwbs78tpRpIuu8?1T2)*Zw#Ub1#jbwB zC*fE47$`~%o4R=t+0M7F&oPzP(p)=*SYmja!Vw|g9TZn8aRG>vqe4`ADWg{BU`5Mf z*6sw_Ew+P46uN1CmSg->t??Q*O90p({=JUWn&S%A3x+j00?5u(pOQj zg$OU$65wr)Dryq78**s(`z)=%!vMo`*Y`JL>$?_Z>Hh2U@(+3n8Fgsoyow%_Z0|hz zRkaC}N3%9L%W1@!5E(ykm)im)oBskKpuh#(FUmnJ0CKDB=XEn?SFaaX&05@VAAaXIkA!ZZ6eF1n1ova9WO`|K`+->Sf&3iN-x#!CCPeK;BMAE-(qgJ-qy%LlH zw5W?`cJE;uxiE#Ao6zTM(nYs3+f2PTr%P9c5w5I#<=IM9`$yu4k9#^&yjF-g0ji677N-bGT(?6X4{VMWD)ND;*q-&Rnjd}n0!|5EO>V_06mz$mG1qw&zl)t8~ zz_r0n`7?uiHk3cwJql8H#IIdF{X47OTG%KgOb)`cE=|1F3}CdzEl~@P`obGK?z`K2 z<3Dr-JMpr)4t$p}YgnrX^km8E%w1IC@^zYdgxSS@rb?~O&re?E%LdzcmNPq^_o>be ztO3bd0Yy+?_dPY%*%{Yuzuuy;N##&RF3~HMVEcGquFluf^<3f~oRvE9x<{KatJT@2 z8Rr!tjZsjEbA;D5H98nODPEa#X8XT{5jM;eVJ}e2cv$ zQ`}#&CTR=ehNs|3Z&&o2lmB^wyjjY?Zr64>#rs2kxP#V2U~^|~htO*0wLI6-L3Ws% z^8~);uArPY4oK$VW9|I3$sGxfiaTOCwfNo|t4k`HgW&u0?Zp3y_Ym?4kJ03z2%Ntr1u=QopL`#aGkluLf}sCpCj9!ARSV-jRZpDrO8AI;zC{_0 zlAEzg%Niy+h-HUm>hg55h0EB7i<8Dk^}87e&c}+AI@?pHXG&)qn$w@IWc$ADVz*>b zEYcXG>j44eqAF&Yr1d$p`%yj> zMo>>&u|tyLR8^5jWd-hJhVUPaxSQU_w#3<-zPgnaO5L=qnX#+V9bUSZ?c(dT(DnGK z{(J=w55RfRF9~b+?eTk}RB}HG_l(vtT2+Er7b%gh2n|?J_2S3N(B3x|VF=wEW#Xc< zZ`81CRa}$?`e2#cxax>bCd;oQmN$PJF9$2YBN4(KU=ZU$dIYr6B?F%FLiYoAZxT-u z39uM1Th>(1>7H#Grtl2wtkmj4yY%quucL*)vT-J=Ou)}nt8tK)!KMNiba0TtsR%*qflgf_RtVN(9xs~33<Fk;p&|thsTX zPIJPvF?-F&z}%U;7fsOwaL9Li`G8lq1lBW=NLE%5EiWWA;P5^ z?8R>qqeLkt?l8J0!G*qF`(oJIo@{a)^txo+M>z0Uf}W^!qeL-9-79OK%z-K~{NB`s zrN?oqJsvgRdqR(8+oTH-*RbpMaa!xwopen*oE#oCbM6)0z)!5$@5Q~Cl3FGBC}ox9I6xDvKRa4oS{BS=MX* z3E_H#i11hFJZ1rJbu0!UVsY_7QY;*|1c|Bi2Kl*zhq;}n~n>^Q0(E{0^)}B_5t^UQ$l8IJ=Q6@D&Kp}xT{0uUzr{FKT6W5o%a5= zIiev>fy2?-G>lgGHyIxMmK%gDhW8H+oIKj)u{r|%g8LGpeR7WQH<@rdO`ZnS-O-^z z;dx34E#Q^+BE6yV>#gulIA+2)QOCzt77JY5KNLjfg0FciJipq&^`Bo(>nT=IKhf(tm2n3&v88Pqk;{&b2`|8?Y2uF+^1 zkuJdps7d_07NAvcw)fElYmfYqk0w5>*0-9QUh%2IAl*{}jVH@`ozI3n2^nryHk?h8 zioqIHmAi3r){d-kL?tysX||_jYJ|mVLa+AE%>6sf7&@6}ah1-!Dy?Yv022^k&F@iS zMN5_r37)J%a5*~jZ#ky;Npw&cKW+M57#hii*4Nu;|7br;ggR=jH4nC4%j@u{{G&W(JxVl0Sc zdLM0m?6%zbYU8QRmM>#F+Hpc$Iq730W{F)`u<$LjjJN4`H3pA`1^n3J>G}uG(?APA z$mP;yFKG^2yREnnFBh9_R$w3N$E?nrO@a-xHc$8P{Api4oZ!_x0Nw_M6E=7*A>#o~z#;u>V-zdpU=J<4ShfPyrz z9-C}&8hQIEYrN39g8=WnG9&JS8ZO6jnIRk--u+hyGpZ2=MaQg%wW^>QTE$@4ppPg| zY~%?YV@SxKL?sH-0dgasm40H)U+3i}LRc~d(f=_UkZky*m9qWMzRcR@HK#&)C_+>p z3X}9v$IE2KwWOmu9>=Kkb=2_$$!YywJ&-c!i&c_q$f8I{zVPFx-PCmB}y#cwaKyf8{3Om2CIv>_fylxc_ZRwE#M%5dJw9H>TdB6P*)p;s8 zqnaxGC*%>yZge)W_@T!5xNrmrAYmT{U*b(QsGF^Hm37aa+nfv^<{kL^n9FlMK|D!K z<{s6O-6U}cqQa5#KmeO-i6U5)_4QrOB1;8#b>qZ+ahkP}A4JyiUH;Ohs?xUyf6#T~&YL&9tIvcQ;+43f&ICftKDymF;9cuI zDYiVCjIJp{H-%}hAlDhHa`aPu`l1u~D;$ajKWAp;VTVpm?-`0hIKiKqvb6wvbKglp z+=92A)smjVqd7z67nT^C%$x-k#6|5AS2;#Dt2Pl=#6xNBD{+Ox<8&2X=>(eBq^ot( zci}`#;qADw4&DFoEKBCt7Mu|+{m(mVe_a)j*Wf$y5I3l3@@=ZELW>L?5iJBd!(Y}j z9S8ep)cZARHK(~=GnoG%11KteWczfM$!7E!5WRK1S;Qltb)#Rl9RMk=I(5YA(wbE> z;AcDWiHb~^V`$7vmY^(rMC?)u?LWU33`f)bW$OQ&RRHh>R(dDh$XvmJltb?l)D81qN}k9Oz}ceCg6YQ_WW5;qJGXX_{3)*s(zyEY5q0biPkfZ}lx zW^czL+;sSKK{#kU@K#;^z*x!0k~G6fhgW}b!~5uq*2~?Z4Vkl?2@o0fxThEADwwPO z=3cbC@_@S%6&+qhPMMqh>ea?+g^CGYzIKt<-SzlgnoC0sz5^XcGp&5r(ezxCpkDU~ z?pYnin-Bg$kC&|y$OTu980vTLb}AqzmXo4cT3qQX>x6r{t`=U@qKX*amJED!oR~fT zDNs@P`QdB4cb-Wr36XDCZu_x?HbNpCNDYE2X!>w=FNe~qB6uf zT&B8>O4cF{vV;t=o9j2dPsyB)&Vjumx7ye9>+7{TF)F<#tO+TPv+AP$rMa=15Q)Zxjd8ZWy}AsM5E!H8W?Yg(Y=wh~9hXomw*NyFWWSmM;T@D#+oSaJR;QNPD{X z4d|Ex^2L1}hTm|;rfiKuM%sPkw(P_)QsI|v&|XKVb~Dd_%=;pY}Ur!9fY%EtVJ2`yS_H~gF}a*0dEnvo^S`c=AEu=VIvZFg};GOI$d z#1h*lm8q;MSQ>BUu%GQ6=4Oc~i^&8?oQ>A%bIIY)c06f4&2_VU&MeeOOj z*jl>jrTUaSW=HLlP0+M7Y0m4}v=STp0&kg?xpSq)83_;(wB<`Q?3X?V-DA$W;@8;gJPyTv~#_xBNqD!T1$>j?&uY5=ox_2@2CMNTHVE|=q2O;B507APo~!zjyVMU9(UsuDDz12*O*O5)?}Vyj z=CA=pUuy#VWLrNJhX-e7%m3V|6lw6>jcio}|Mnd;IOR<%nynuaOjkOndoFg3kJamD zqxy#SzJEBWAhhTKcf@|uX$ZDzm_V4<*s3TXZr_e1`~sB9>HYS8gU&8=sfH43Odq>e zy6qhQsHxHUVy5ylh^rv_g{fqqXXs{~+$+R*BpmbvIdS1fZf!tVbI4{9xoG*bzc1SE zWI&gT`Ki>+OpX4~t?Im-#OC;-=CU4IA~XR8HT=*NdORs;ajLNj|26fFLF=|o;m68@ zGje5VSjauqtu|UX1ZSaWfjr&SPgO$2=2Z|iHMkmv{t47RrA_#myzu7uoY}Q35PU~! z(1sO56N~L7g6i+0R7&VM?FBDA-ZyR#aUC5ll!)I+b?dRw-*URb)XNm}yPW1y%OQ4A zgf;C3@<$_sg%JY1c+&kZ{yg`IK+Ec(;{p{#py~hNDb5R$8tq|zuU%D8f_S+eP&w_| zd5>?hxC^&=12;P;pqITel7$s3*yWGY5-nJEnUMNFr=PUdvNeiHqwyXJz1m>B4(pbw zPsy`K#>gBWXwM(=82SKv4B8g{y8oWqX2??`CPU|$0JwO^*(1>al7GPEb=ng-$+^@| zL#)jS1>{1zFT3HCzcZOl35XNc(iNTA5I^9#P(}=R)LoMfUhW9M{Ak;@J9SG|`~EYb z*Dlr&h8KAQ+%yR=+XO6v5x~&Hi^s0A8X%LVi6fZVPrDmV6OYQ;lEDx>Tu$$y#%2!X zUbf72$n&LJeC|wNPrJCk z_rMJLb378v5g)G|&cz3#Q1P*Uo>XQfW20~Q0{^n6xn(5oxC0MRX?4)78&~d4jjoC+ zGaQi9TXORGJsT%Xxx(K6RBYn>L|ebl-V#-|^hC0oct)pR+O#3|wbSI_0p+e7#E2Ej zS}(ZLm?3Ipyg$A6x}ti((HUdh>sQWjCS>#<-apPg5Qp#bWqNk;4bLLhuN#v}w{xba zpDq2HhZb`j`NRJEVbFB?_3wS~5zhxyY_i>?@sRwfqK^x3yTR9k#)r-WFUPL_%>76L z&Ga5?4~Vd*m72q;E&tdS86^{JNmVSsm%Gi$Dy5tRncj7w9vz2QC}dBw{gG7O!oPWU zI(vjR^L2Yc0uh}IuCB?f$V)(bur#(wViu~m`OpT(lOVz3Yl<=nlUjK;&cNR(re7f4 z9em#Ker)fq^(9j&^k%rrk)vXZaD9xJ^HwQWba!Up8S}8SeE1@i_+vg#`;5ZO`Xg&z zGn{RT{Vvy1RdgcjjiN)YMYj4EW;1#1Qn-`uZt>ndum%*AQ>zjo_-XV{8(LgfXmKzk zdu3US4HNW`|1@JW1-=O+!Qo}z+>+@@^XVTjk_D20k=?bEApE z89s^CCM6#4hSZIdSMDTpQo_hiA06k}<>x=<-vu(<3ZdKUZ_E}BJX>Q*6-)R2*jyUa z4Tbw2kEezAD=N{CIj>W1Qu5?<-V0$v@}TS5?e&Q>dvw=s8AVXHNA1dqn>yZoSASsJ z5k}RAOx0Dpo0nm?yqkcKb&^ASA%#xEzbVM~bBVQUEHf$hlt9H8HNAH77 zY&~K4U_;0<#hb4_JA>a17h=2H`6gY;NB#QdWR!EL)Lh*~d&8f4m<6i*=?B+g+mKN? z;W&~9DB{+n`%B>Ud1a&s&rrh$t{3vj6e_z%aX)a7Cj642JTR+#=*nH5IYdk)Ynoz! zpHsXh?qf-dvTSvp&9EihDxEb1F&@7DRPcP^;?d5Gc-Z7&ap$6yx!3?##iOfV;x@fE zK}&7Jy9kNY&W=zF&w!Mh=X$KfBH8-F5TCk-_ijr12S5rpBG$Q|(7~5t3Rai1*gePL zPLR!kYA<$VveDC~v*$azY?)NyvCW8Qd#euH^K58B->>&I8>fT6Bi}N%P0Z|A#w(E- zn#aH$$sYXXg5g+Fb0tB2a?VwItk3QWT)cb?MmJE(IX_PMhg)bpzPMXP<#-IEXnN#|>`xP;?O&e*gQ%vewGo z3l>)YO%OGvaZ85)xJ6||h>vr}@WvHE4Y>Xle!A|Q1uS+KG^2a$m7yNyj{?$}bo6Av!Wr!%9xg+1(uTS{PTGPzIJVEAG!n4y*OlO9karrE zmO$s+J}XC^VT{5s&5XOZoax8au*!xg#A7o8n`=jBCN*{h94=~qj!$!O(hs7C`VHhf zsq+h7dY({X4E53qSvJb<6_L7(Rd4uO`tPqA55o^0Ip^;E^@qake4_|^YUlOIyA z!K4&B&@=k5Kq}**e;J+hie9FZ>PGa0LYON8rzfhLpkkBIH-_;0zjSk`-uTs`{`NNf zLzF4SnHc*LK=T1i7<+~~`-HkY^g)9$K{FRLNxE}Y0)lmxruc7}hX^#IRv@gVxALR5 z*r?a&@!mKZsQZUM(-QJ@Jum4OUHYq+X%d&lnX9E8FMs`RKXl{p49Gq}-iNuOEioiG zq^sX!6B|hYr2G!9o$?=^R=kJ581-xXr_{;)ieu}Jnt!Q)Ph7Ly{=+kvNl`y2HD4-F zF8*D*o3ygqW=bH3pQr|dd#l}0LjS{4MU9T$r@{U$Wvyr@+7^UVT5z(HO9ehY8QN(V znW?)OW$LB#^v#EGXPpDKN2&dV`Ui}j%I?bVGg=tMPSXEcct|jGn&b2aeKKlgR54Vl zZpk+|LUm}m%ep=V+j~BSF_s)N>P8PAa%rkvIRVN1fsEw@QU*EU#~i_G;yXH94-#K< z?dEh&tOZF3R?RU*8Bg-Fn?^NmNbxs%Wuo{m1~%k&)-eKD$dBjB#JC#tC-G+Xb!uY( zvjHS1#-1xoa~k=5nLR$_`=cIOV%EEIjM&D-u;L9nmPG40KBM(mgyY`Lm1yHZW)ANA zPh;{GZ9Rk7ZV=#AA(IAd_(}T>D(ed?sEkIycrivP?n}~LK&h$7qC<_iddGmIFOk*1 z$Ys7%P|8=QgYk&le)v}nY;%Mn_P!LZJmX@1(XWEkV^Ch3C561wlcwMMU{w}ezhYU! zlaoi_XK@z8|B|AQMyn zB}s)0&4aU?&Y7C#oKI`2iB^n(W7Ut+*ObgS@$mQ*UtKfLBX_&l*!Hsl*y_y}g5p=M z#*DHc-Oc>q?#Fy12<( zNCJ_(fI;0OGRGQ&%N+FiN9Kp@_v5=y4eGuq(sej3CXZ2yHpJsB*bVZpT$AW?f=vrI_?D9Q$?K9%r>t79QG*1|6XF(cs zTS&LsImBx6rs2K;mRuJBwj2_3x3y#Vg8u+az1DQd;L~N$2BCOR>B+)P5RKX7nMMZS zK*E4AfKGA%@tchj?@`w0y3u5oYedt)X$adj!zof3G1QI28PDAnNR#fL33%_sIxV%X zp>2Gcwu`PCr~3Dm8AYhl#k$5{Q( zO8lC&y75ndbsaY2!&mx-g|1y{sckedox)L`ODElMMn@oyM-}zgfj%~AntraM#=0A6 zcSTjE*L0{P{?8aCcFhRMi#R#hag&{*lS4<}7Wby#z_Q#+eQ$K{4iV#VDiTh9RvkeA zkEyT8kJ``0zuO>diykiV?cTZZLhD%4Y%Ol}ol5%cMmI?%%1b6g zft;vRMNmdCIQOKt8$Dm)maT22{9eD7;YFUCFMzJ}>yw^Q@UsOc`@#0t)jzW?nW?9X z^lykds>=k=sj!hUw~&w)PG@{yPG{mU+upR_|DtymJKde6*nI&iO`MFlm{f_sXTNPBd7hH zwVN*q{6Tvwmk~5xBi3}tCnJcw$fjgC^d%SbuZg}gT|R;F<3qpGt~8hN&Z}%c;Um&? z+p_l77Y0qSGf1Ctq(ZVXlf#lL>hBI&TXdv6Dce08A1WufXe`rAuuaRjJ><$iWmlW8HO*m>O>0x$^_n+DFy!+!1fUI9O>@h5>^**&P#Qy-BYJY}aKGwWt@P>Z@c%j;V68L5#cVnzZiI;-jY$wRa znU`d$a5)G%bDRDq@dt@*yag@Pm)E`%&~Ff3TKH<(RvNCm7?nVmQn^p{B1Ow2NwkRj z8cpapmHsSzJ-ybnONn&Lwu{H!AK5;aeQq%~n;c{qj&Mp!BXCFevF%v@0NR#*Fa4A6 zb(__eD0QoAX|DXY06{rnZ7~=hDM>*m-n70I_=io_@3jb^j^4!CTT1ciz>qECX8TNP z$3Hg0tfjx&!N(%8Z|omSv-qjt$YUvEKbd)@#2Y`mog%vd51>A0u;-eQGtC>}r-{5n z`wQxxB=V+feKT5p3jXMzVL$H#rhI3YEUpOk+m5y79}Z5R;?LUyLuh<6e`BR-muYe) z5u0XqgTf3NTt|!%PHS2lfa#l?3icqBReqf~I zqaS+A{h$0{ulSF}5BQ(wEbt|pNsX4V)Gkj{?J>;AS8CnZ0P=0bAy5ub=>3+YWfGm zUl6=K;lG5w2DH{LA4ah@7n+mU!5A{d3kHH1P-7*ED-+KIj-!J%8COm4nEuMwd{Sn( zm1EY^R-Q=?O!65+1|W0*3=j83b+`8Snr)BmCh^!yb7c2cw`m+Gb1^F!C;K^;Oe9P_}p?&%uhJL8|G~~_rMXt@+fZ?X{{lW zChEyxfPwBx(_%>DejMtaA=W=^jVf!K_m4o({38{lI&!NS1d=D5dtfLy81}EFJYV7Y zZhvbp6>A42rm(lMwqTr@WX67^CpoW|{uE8F-Tv8HloRRkTX<&DIbn|IK4g}04Y?u4 zPs#z~0CnV^MSYjz4R=mUj}mx>JE+n{2@RA+MFr=PL_3EAl|bZl8S9b72y#9v_?@fx zg2(o+w(&QBv^o4qZDTTN#@5UY@_7morUa3^d6E^|>Nv?2(&!%>yfuBR!5*`77KP#) zX#AUJW zXDcWqmFu0vVB`_>wz1&rPZVEY+W3pZ`hSTdw3XHv?qQ7mqRwJ+q_^EMFgWSQP*H70W&c|069N5Tng~-i$4!8 zymVO>rJ$biyH4WQo4;>POAnp^L&l3w#CR$;PYUKa74Yx_fC>?#kBU z(SFfooHi3BUO>3(vjlfM8XE?S+9s2t=pV8lj{FN_71jIrHds7EVAn7hq)FOnyw0Fw zKR)bsBi_Co)wFLLcz^bso-IawVhv&BxVmX=Ln$h;IdG+V;dj^1OajyW6mK1dvJLsi&x|q3|bytn`bI5qOn+TYIU=6KS(gYj0yP-zCb&x<4?V z`DPA50Or3-J`k&E-?2`Es$Xais9&EDGk97lVI@SSKPfIY_XGE`0sY~}74bL5&w>Nt z9GVWbEU`&%d_ufwsjbsZC{6x$RX|wJ+yDf5J-1t`4O^ucI z$8Eu$>Q{W>WMbt8PaI>K_b-K-UGInf5NW;;)V0In4-nfT$EoU3uwfk10>%V>yiN9hhI;pjIITq()n)*^&^WOuIe+u}ZgzqY^a7i(v&==15&=<@2ex3;&C z6}o1#hvY-M=f=V?xi#?zjI_T7ukFdG=re2j?}`qUs9M_D%YQm4oWhZV8D>Mh6oY^< z@~9s5_THi4p9x(2Z~drSRMPa@Jw3GD9?sR;(EziOcpyU2u0B@D9F8zg9qF`3Q^7=6 ze-l0tcn`&Iq-t8#OKZYL={4J|^Y4lsGD?LW$?#kNo>|99+P_VFQi*8oyf_WnxRNfZ&@!?Gi_9oIi zC#c+Nvuk>!(pl=7cAc2yk53meOl023cQnpbSdZb13i@^Qj{`l{m0-Fim8K}M8s4*X zAV+y(v~S$BuET>QpdQ27ha_o`@RRL6=<4&EkM&dkT zKMHHU8Tb-B3-H%Oyw<#3bq}Ac-r6cW*6~WgT1;mkw*87ah4;;U&+(_mcYYlBLuH{! zcW|12hV-i|6Ap4!;)XR?{m$tho^g+A%J_Mt!k-Q_TZ?g!*;)NVBg)8ZSYodkrdupe?2Kr+OD zdXBsuK(+flX!hFfrERNgx~82LgKaMTLKSV&zi^C4B$Kzbedpsp5d0$+`fPqN@xO#T zJD}Ubtz)L#HzFqP6i~cU_el`oQcxz9=fi6YfrK$a^bS}A8QimBGF`l$NSkp)9Pm26; z@Lt!$8uiD5JXPVHLO89~8RWFLFU+nNIb80}O?=5Nui!mO_A`CrT?b2=M#D;_?MXh_ z7#ZMmULk81zo-0j(L5L73z%;-{Yy!PO=@@31d+vYg>sR!WeyW?&gMAJ*1ZEkxA=$R zFC1$g643k;;vW>flAkv3L<@6l2v%*TIdJORMnVGK)a=2XZ^SPNTKIS2$M)8N;%kfh zdxZ><%JIBTGBf4P8NhD%I47ri`CdRPAPO;c$_X zeK@GRPBqO##Z%~72ZwxPX{rgn&2<&dizS`3Jp9|i8%7AuMW@Z;e2 zpQ1@|WqBoqskXP$;+#n((}Ayb{K{JVD_Dv{QgHiAdO9whK+@Mp%m%^7Y?g58zE z$iT>=NO!0tb-*|$xvm-ui>rNT-CJfWhZqG|PCm^v=*s-WF)me?@ME8)eq^nlrF$&5R`xe{4gqIqpl8{U#&+kfEAKys zO+J_V8hE=*WoTzcwvNr7L*^`(Nf_D_f}=k%!Efg}UXWHKVSZQF_VsAMO0YDI8Z^PF|! zp>|eGsn0xdQz49?Nz9lk~=C_V7a=>JsNB;m`zPfhAkuD1m zSda#I!O!VmBL2%;VAFmt>Ftcicl&r|5V_}&B?q_1Zb)?Th$L4Rssr36_+6Kq_MiV?9L+y_k48Z|Y{(IN$FOM`` z6IS?Xsy?nP_uJdM!*b2VxxpKQ9v2wKeR$%(5w-br?+pIZlU`_df7&`scd0ZoX9h)J z3n9ii$snHH>Z~K_FC6O@Z{ky^Y3qKi28(ds`;C=JLaN zr6o|Cat`JtvG`VJh&*$v>K_IrTN@ox*8P6dad3|rP_fA_IL;XH&Pm543U0qQ_K$<& zeGQ>&ZCPQ}6mA7!eb2u??z+2v6}zSQuT}BCi*3_bo%LI{vyR>oI^|^%l?a3mcNA_; zah^S>8RELF&x$N9jfR^(v;CiUzG-b>xN#f2q__n$kGelz_0#+%(e0DQ>vQ5i?K@pP z$y>>6qY_-j0}N(3dgmZzg?nF#V$}R6`$D&ed=IBs>Jw=CX4}SSOp5n2#wC#u9G%fd z%N{|XNKC1lxge0Y~19oNiJN2e)37xkBfCrt9Agbsrme z$6oL~wbj3eJT%scrJJ-UFA_r(67ImkC-01N@}GL`{3EJE;BSi>--Ke0Na5D6^u@g& zbR!$*k~a7G2w$cv&h&2*=vp`I)uH$X4F=`>PpInmH+rnGL$&TCnFLno*&9FvMsj(!@8E2;D3jo74;1(`#(z5wCh_fL4Ma6llw~4vac6LJePU;Z#w{X8yS)-g z^2Hp;*&`&k`#B>O^{<9?EnCDNw+@MT9(K_+Y4qu?Q4V7-C7Uc~cXBx&TKN9}o^ukcI3+CPYuHMo3Zr(bHCCFFLOZK=g$7N2_z@ojLa9Ej!Ds9=S+7C2HcE4TP} zuXtz0eht(0-7-tL=87V%q~6_yxr_!XV0JlXOp&rj`GLskUp4%E(=?qwsnT^W&2jXm3w_EJ>|rP+&SHdqfN^g z{{Uo^03Q5T(_RMf=8xe20NK0ZPsDq9*6+M) ztlwSg7GK(a0lA9XRlPu{F9Z^9`$pE~a)DRnJe32#KDe5#$NW3%#AfZ|&xmzairA{) zN~6mKzy~8cSB`n6nJ0-Qjn&PE!+!~Eo-3=}Ep@F}h4UUrh1A9ybDjc{Gx!eTzRd7% zg(1{mPM^i|wU33btv|B0D~RIEx+BQ%wtV-Gb1JiAgXv!~_^V9uF0JF$@UMd{{u92u(#o;^oX92E3jbt`*=ZuW7 ziMTxM&p>^f;ivXppTr-EJ}QFY?=1AOb>b*hqbJB_voSn4I3TI&F_F)`OD^Zj-w8Zb zD*oQz7A@zrHuko&-c13O2-;Fqgb|a0xdPRDpB>Gu{A%&9j8<}VT>`+#3|sRYvN$mz zBcUU4{7q2tB3(uCcT({$gsfIW!m<*clmn*jCNcW1Uat-lxeGV8*h7Bt_4 z@f3RvLrJo_znlVm$i#c(Vt?KTgXvU++1z|5va!|tIj1&{G7*MXXu4LuIq;w7GqqJGLB5H!0TCfEKEgWdI=&kseBiAFN<{+)U_>J z!#cLDYVxjS7O)R4C3XN7W_{qFP%tW=?HA&$UtIl*{6BH3$1MK<@Q}q8rE6=pQ7D~M zB%dn-!k&JgTJ_y4!**Iv#V;24*2dy{6}9kc=@wJZvF$BU0NzOJpER?Poc-S5*U$2J zUsmxpk+0l%qvC#(;vHv2)TBCG>V<72f>_MA2qVsMxT>pX18oSF&oc2}#oLdFU$cLQ zbWMN37U_2dq(aY8lKc-eL6v#7B4=q4vXFQ=tsmKI;l00(d@17}8+e~mySLJh z@Qvq&yc6MlEE_h_{4;EeYvD~DgZ;lya&a}r&ZVScPVeDN@^M{nh%J0Qui9QsuIRE~ zMd6#6E+f;Rh>-URrPe5c87x`Xc6yN6;=JeK2AKMn?E7!=6URD^ke(pEmg4$dXHh;> zc9A(TM-VPRF`yaRF}RWIitY3t6zI2K31_(QHnneW;TZ2(wLcYJL*~hH055SQIUoRV zS9=mOw`d}fXPXJz<+d;p~Vo4`?=y=U~$BMosX}=aP{wH{f!$P^g*6;42()2Cy zmWxT!Vk6C+o1m6L2;6#?K9vWwd%ta5CYHpeR4 zPEXdUB3n4Qd|hkeABkFgLqxj&07>ydZ|x~8OlvONg?+wn-8cicJo8_p9}q>IzLW8~ z=H@wPeM`i;HI2LrAI*0v+Q7*eKks1u6xYU{8`i9Rcj3fic$n+Iwa1IRcQvzH-QQ`0P`lp-OpyuCL)nN`OmrP< z(|lX-($ih>hmCd1h)th~hlXyiZD)c-A{)C|*5(%-d0_ibVzecw<*~wiN3oy8zXUu} ztM~)M`qllviu^>L57RC!119S$6xdGeVNjj+Lbwb!biv5&Tiz@Epmo^(2>d_rmW3ejotKw&d37^J$8FS-W<+jYjWbF~1m0}e6XQ;@o`$?O|J_Pu^ z@axBZ9JsmHbelaY-Y*d97HspbqVmd2pz-ED!pVl(N6HB`m+=O}UDrN8-S}g`n;XE^ z`X!E!sX+n;o=7z1MwV&af&22Swh8%w9C6RL{6YA&<69qxUL%dHbQSPY>Gt+s9(J_Z ze)m2~0pzkUCu3lj#~X1#kJb_5?IXqi00k`dHjQOV?KpYFH*f(N$4_sqesFwU(-zy} zmYJ{kZt1)`t6mF~K&)g>Hdq+PD=TmqJYhzDmF#~2yg{s9{?0Z_F}a%fSqWy2c<@VP z`G;!`2_uo}MP+#A#*Kx~r4)f&8Z!CdGVd|x~DeTLd3VR-5pm@*Y zuaCSvW1@KHU($7Wbemb`vADO>KF#u^Yy-`MhQM5sI*PmD4-06Y4t^3{YjaO7q47WB z8?3k5hM_oVEi6t6#(F7E6+yr(zLl|K<7DvX{7JQ64Ky;(q)q*+e=7nV9#+B5PZABO zk3f5p2Mcj`bK;+h7n+6kr8bOZvqrMFy3^&3XzjrL+;J-$F=iRuIOLAB5`F1=YvJ!3 z{>YD{&vo`_;?j%}+|T>9fmj79sySjnImfO|epzdt9n!o9tN6CV$J$1}_D}4?2ZRFy z3cQNI#H@}pu#C2A((Sx?GAWlNl)K*Jpa1r5_3c{Sx99=;&xKN0+I zW8*pJ@q{{^tXAoCbuf((B4i&Ts(=@qvMH2syXuGl>~tY zBW`ieJ@MYYPVj%jFAU#!<~xrO>X#QeTk#j- z%>FOaG#PK+T{7G4k8X$<%pp}d-Poz{LM(ylbUMg;{gbyKB|bY^M|IamH0{)gtro!z2PQqpz)a$B84d)4U7t z)%1IazqJL6%XDHnWSU9jWd!yi3jYB5>2(@<9?9?%!@7*R{{V?YTf8R-P=Kl$p?4_Y;fFle->%CU+}U6OIA$2de0TdZLuIU5{Aj(uf-8$1 zOU8FA<-B{)u0}@F*P0gKnY=ZfbK+mcDD+EY)9M|k_q44tZ+8EPE`xdvO z#z~Jx*HD(XP;-lWl^fz5WGikQV*@!Kk{=lSJpLB_sJug@c#lrFw1@3WBv7Tue86L7 zO|OEaD8Tv-gS9YEQ_Uxu{_9;^wmxm-qB8`LMX+Kt8DOKo13srU=>8*ZQ&jMe+LB2; ztC=FZ^5Wq6vp~DPnRRc>d)7yT^ji%_N4vk>HNEbZK$b|recoYV5$70CLa%?mdR2zi zE@JQow{3AR+3wQT+$?4K1ebz64jVj^LO|Z9xOj^|(sZxb_u<9Na_UiQ*D$4x{`o+S zBX#r8;~4~o=h&L_pN87zt#$DR_R8Yc7$(ylZdsT2ZjJ~Ew?FN&AHuy4#5zsSi#`k-npq)aJ7Wk}Q52>kq8x@aVoQ(k6%PcQMFTOSpt- zEPNd946GX?jE*?XF$wV-P}Q{GidtWct#9X#Ra>a!lKR|n=17X|DInpAVsoEdcCPnF z^L{^kUb4{qHn2hB+o+c2{{U0+lFGtViXzVE0JH9dPG--{H!BARIN+*~!;Y2p{{V?TAn2bF{{Ur=75FxI zX41U>022MbOt!s?3wuIRFiqaU;`@4cKb74heZd`0353;C{mS*P92FNh~;5-4qz zWAjeXjg7bpxl#b*J?roP0NLlm(`z?=EciLCS=wFNc!$Cnw(}4++o&T+VdJ+A*EuJq zF+lHQrT7PPWu|;6(7bQ1#{U3i(;G~lL9}8&ChllL2i>ejI-3 zLFC7hFx+Oo0r<7yQR1Hkc$dbyexG!Wd9Jf*f9(mT z-`Z-@9a{FnYm|k4WR#*jo>YVVr3^>874`?jdv6JN>-K%nzA4S3Nv!_>!anBqO+E<( zd)Q(*VvzOn!x-ixugpNNjelmHS5?-3Ypn?`CG%pk({3a0eit1x zRn>krcoWGBrPyoj3&dOgSzScXw+A@^_MU^Me&vC?A0u7g-r0B$Rq^e`x?Zn|b!hD7 zwc1Ql#Tpr9&!`d==hX&yuW*k>lf=KVr^9UnQj1dX>C>b!UX=M|T>k*2B!C~`c%C3n zuNA|1+QUk-{g3_#cuvAl`qX-+rxv2124Y(2;tY7{wkP#1MJ#N*KlgO&6Taa(Mga% zmKN6WJDd)TN|Dd4biNkxwwvJ}+P}h=zzJ-uZRPW#E=QPVws1-R0KSn&`zu*Xd1{PwCEOIFZeO8XjfM9tXDT0UZ?xE+VP-Ze8}6Xk+n!YxUSyU$2YzR z@$R|c%O$tCZxCs=aB6pV18($`BMDS=F8DD%d${gv7f94>G~Ii_{uq{gYP#Qnt@e}h z?`R@Pc*pxmw+GkWzIOefHBDDi`1JC4Su?4}s##mx%#x4@x3u%6TzUWx`tpBnX#i1#06w6ivshFC44Rw&*>7j2`J z%L2nB=W!!7)9Ly*hde?500i^WZ@$$&k0*(IVRaU-dWSLu7btQG&+slYgNjU(H{xBz z$Bh2~XU~ToEYV=GxVF;u%eB1>+g!4$!!FDmF)F3GJag$<8pp%kI`8&H@y>~$SjB$# zQrhcQw#Ca8EhI@Jp(j5s-Pq}z);GgFFT&bwhlxLDcr_UyytuL&-h}s424iwV`SE0* znC&64_p!L=jEi3hZ?$y&qb~GqX7*@wDYP-B*{sMCIVFAWRavqN2aIqqNN%~QDI?Z& zdq_1OhyD`OVQEgF{uBEour5H6ZRJ!kk~$H;Aob2WSHn@+>;C`+ekp5`Y5qN$^S~48 zGNiV*EI!S+7Tp`SOL>)sTR03xM@sz;@P(Xuf5Y7}+*}2k+Ij5?9(J^Vp1z@@Urt6n z>+@#r_r=~X{iZ%A__o%_CY33>()9GVgLGGOEXe{ZL^zPH^Oil-;{%EY(e&Sfd`Y6} z{{RIw&1*%q(zM-cQh4pw!&;3kqPmbVmE1qfva2eenNP9Bd53{?eQwomu5SJdcz;v3 z)`W*pzS8w5r2AT#SnPP%fG|rBmmC4M?jo87?YsoxlHGhQv0JJO~9@O-o1o*FCvcDGp0BZ2{%(ErLjkKyXMTAoQ z;5%Rgk6HtBs?jtJOT)|iKzKguP1Q7=4XjP*(;sAO2yl|CzTT>t04O*hX1Q;L+UAF$ z_{%`hZ|sv^*6jRD_I5UNa}>UKWdbw<82`Y_ICvgXA^(X!BPax5?tsBCAGuEfO)^9Z%ODo2MOw?e62a4(jCK-p! zNZcc3VUkAd=7MZ}bE)dT5WHLaVPEN5@>y%X2Jr4<8eNPTwU%O_Dyk2?i9TH8s^^;3 z{iD1|Kf^EBOnf!8h3vJT6J8TBL{OHN<;0APSAf|Hm>sj;x}6WiUJdYng|BbCHrhvl zw4G81ntu^$dV<~RnzXE&{{V8hz{|5Han-mT>*f!Na{Ng6rSW%8vRx9%^#1??>6W)w zwi8^3k=98S+DVT=D`Yb!K0(3Gcm}pE_yP?>Nd1BQa;HtRvHN|rQ$eT*u{FiCQeXl> z;2B2TdmmAoarm#{rH6rhJ*3$Uc5e`^wd}Xn4Jb=^A!}JStYdCVGZK1^{*~@N9I$U4 ze#u@k)U<1RTMKEJ3M)*PTGCvbs!9K00 z25|wTdKeg-MZcNj!nhb6t<^9pWp6_`z|c_-{`B z*3~r4Cej%UpEPzv#AGh*{6Bjb{w6+@x{smOcpJo8E|sI`Uk-t@gTo#m)Yc=cu-!S{ z#D(9-mZm~8&N;y8UtunTHl3;8#i`8KO)iCT8JWKHsrGKU931&$KA(ktUie?aKN7XS z30vOyCr6*et*2@j*Nf#9#DN&fxg!e^bw4jnroU12JDZI|!QL8{Wtr|^(C=WLLl(m+ zh&U{vf!wEdLHc#39S_Xk5bD}0rN(~1~4;{FjV>sn)%XeD@zaBe^0SX zt1TwlC>GinuP#lBs=~!rX*_M(1~@%QTw2<(uVAlI9W^9_Me?yf^lO@g=JK zB=GL1r}(?UciQfZgUYg##6seE5u1@2ZJ-gjk}@&@99PGhUyUzOt^8lB-dQvv?XE5K z#D6qS%az{p6OEyI^4+7 z#8~sOPfU8(P5V%I6}%DPy(i*_hP)zd^=%cx-CZ^N+(>QM6n&fx+MT)3^_P}N%AmKmGN$!A(+n4;X67Q4rhGRR4ED~@sxUdFl|YV%0b{{Y~XUN3^|TWQ*5pTwJ#^8~H28Kj8i zTOf`|!OmBwY@Y$}Drnl2!e2hdcVGy+yw#%+qLYG45;!C4_2!L0{Z05Es!yzGr&5MH zabtCAlMsg@H{3x3fsx1^d*--riWflqRn{_~x=6cFdjZsw(~8{voV+u8;g1Ad6Mtu^ zX#7KamT$6U_UcH zCQW~3qyGSGTUy9ryps0L=K0S8X z6*c+Ec$ZcF-2VWCa?0^x z{@AcYu)4V0k2oP7QD8fSU=Dph0*BE3G4OVm7Lo8TQ?|2kbEyTBW(Y2@#t6rJ5&Bn? zd`^|q;=X}q3=*~V#*=dtOT&KYrrrW z&-j9*b;!+gpAf7gf7&16WzUf{p|`ZS-xH0Y@eydqEs)}KKht>GPq#MWXoY^zLP z(2%4b^X)}c@G9#x+Mf;1IVcxZqt*2>xwXB0{{X#d(eTL=ZWuO(|iZ5YEFbD zrky;*=cd@$kL6!E{>fT$#rqyw>k}ap>pIQ#;gdY$&SeMJ_%U9y@v~6=%l(tSB3_0G zBw7^sC)Jl|{Y`Sev*w<3@7R~&v?z`T_Bu|%hgNnnaqM?hbrP}cYR=b2BIhf}1d;*l ze>_*`m+i^nYjxAS7vp$hQGC}8r(7uvWq2tK(CL}*o zUc>uE>Gl>Hx54ibt)C8SxuW zi%w>}QE)^!HIPd-s?A#~l3 zox%=;^*>tl%bjBGAKACzUaa=!?JXp^iIL7pj!ETa#~_YdKb<<>#k8*v$!7w!{k+n( z#kcl(GEZczK491!0!cqkxTMfr&GA3R-yC?B%i+e8s95P%@21-gDk&hd0(Va^D@e+C zE zp0TIiS?OLRxQ4+cw7syqHrkvlth*+Uf(T52%0_nX$2DX2a?mty68_!(9@RB_l(UW~ zA&yIu2-?>h5f`ruy_|E%+;dC~{X)-O*M2-{dM}4%U-(Kqb7=N(EKEwgGDh;V2L3D! zz#s1sTtEADvr6VQ_E zy#D|X)_^)&XfzE|NqA(^r7%jI%Cjn+!26~qebBf# zqQKqEy*bmwf3$6$jbz45Y7t8oCFAVUap*HZ8@0!EnnmCbxd@IS$k*!*wNHT&D|wcp)oKiZd3BMu)0_L2S6L`-w{ znAf3S-rQ-Aqw7~9Tg_VfQ>SSVO2I|7ywdKvm=45}26)LG`qc==)qF+aO)KMOr>I4& zdENw=U7JOUH*sftH@ueNcmPc*v#;S>o(YQgQTQvTMX1_bTWVL@?xTA&GA&azR18zooQv=leMA1p8{4nvWYC}q}@XmoH z&ZBcE{{UCyf}sii=`9#FnEF+QujAhcYF--E7UNFwG`G5ea&s&e(#EMXDeTHON1oj) zm+=jhI-iVT@Q;fv(#Jxu(zOW)wz*@tM-u9y7Jp;j(x84@<_r|?q%I&P|Zag9-v9yhd zRgPvB&^8D01yj$s{CeFE8}ADK&(_`tYpcm+(!6UlY2+0wRqdJ8ls8e%Ppx_HgYRVj z0ESHXy{S7a^VnKx`fL|0gh?VnAmxGROCe%0T~ChuM>XY-g?v+GaUG?etEAa#^2*pL z6C^DhtjgSU1f1i8o|L+QE`#EK0(b{o@gK%diGxAcF71R?-WF{?_h#zs#?ZvTasw*9 z=>~YiR^Ey6XTyIGd@ZEwIRlO9yZgK-$m4AYi$!u)Se|*u^{fcRc>Q0L16q~1p>PJxHMgRTDH<|d@C)Em84t7 z`euh6luc_I#>N8aC?#f6vzZHh;73j>Y&7hBo#$FZbK*Tl@5CMsO(tUu)-lJZMk9t& zjpoU`Kg>7Dk^ab9`N{lm;I9XGS5VWw6y4fM-DJ2|wP7@QRj(0$f(k+s0!lSp?wtHnMR)35Xk>m5Jgcg3F&_~z>FOS!eZ zSbdSFo@4XxG4)l!*t`HSo;ayI58=DdfcjiMGWdt#I}Z_fn&LN?!rDACEydlW$_jbT z0Xst}X7tLb74Cjcf#6L}+HHH{2C;ppqUOs**7d(GGQ~#Mxllm}4hYUO$53m8@mG#C zJvu!%#g{)4^{*57ukDL-s=?v=WM~isAV&;=aTR_OtUfy%XTKjqNV1A3)SJn2P!EZM%|Cb{CV6nRcLD9-TgvmBQyg@HbxYuZX-o zCxorETkG$L`ik3W+HRw&OtaY9JG!4TG~1Obs(2)v5-ZSbZT<{+TjKu!jdX$W6U0_m z*J~z~tHpU@WQyc26wBr>C$8$rcN}k;!!Zc z7~ogW+NG7RiM}zL%|b@D(R?i}gnFvGsf5HNj53|LT$Xm}#~nQ#gnI9c{6f~6kA*xr zr&{Uy0MsJW<@*i1c#hJ=CRu>p#!InZ!1G!@IMXitL8W+y$C}65^nDWc{q+qoS`e?S zc{7M2Qb$w{xXJ61I`rimPP+J!2af(HEVl7j_={M!@aKY|Sph2=+(wQ-?X?r9rFy^Z z9X6d{z7Y6nq{|dT!kQ{vT}H{j&yE76lz0;-HJBN#ka z>i+=1i}|%*9eA@*xwDcfH4OsBdu5Xal5{Gw=jGt;PN3)XpltbX#2zX5f$*PH(0na% zqUp~*wv1zv2^r;BTto^TU*NpXN>uB zBe9ku2?rsDQ=Ti@KWVKV$v?%dlvgl0*fa^*?LK)rw@a!x(F;y1+af*wD)8n&;ZTlne=tvMhza_KK4 z+sPJ4Ffo zii-JK$HV?Q)jS7t;p+=oUPRSrit=`hyk%lm2xD$RQp+J2^!LRyfbt97E5KUUjW0C) zKftYFV>HBC*9Je1S2mNxspY~Horgc0@7so{Rkf)-Vpi?io2p&ZXzjg)+AD}% zd-Fw&($=n#QhV=Et48e=n-qx|M1F7HKOvtdd2-+9bza9oweRY(EYHO{yenZwQPAyN z1y|xk29OsI{!5)-Xp~MK2JtWJQVR+&1*>loFv*wlfAY;@B8x z>m)9#j&6gQa+??RJpEZ`W8ToaZrW$tvhOk|3QQ_UVq17N_?S&ZdOk%w1TE_tEMYhh zOi^@*d>9cVe|8uIy1u48ji5xeAP%v>(}R>6Rc|0g`n3*y%e?jJO8wQ**H{8o(w7dk zzkquzc(HHRKVJ5wg%U+auwkYmp3n7iY*{R?0>$-xean9&?sw#=GfNdyKNtH+~giB7jZO=$X!mxeZFy-5noNOges6Si(V*V-3t||5`u$n!igGf)? zNt7`2vKRY-ppO!^5bf-JC8LDAP~`3;G6|p+@V?p^d>e5saX(f1MV<(zJam z-;=o->C|<>U&W==UvR}PDDduDTi#eBgNN?CBqU1onXOK`8m{pzP0ZHyviLkZ?0&oo znR!xei6-uwR}kL?&|=#G&+5>coEsMKPJ)rII+-^=sC81zIZT;V$T-L+O0#=&P_wYo zPlcti|C$vI6f4u}Z8ois{Z_0Jxh$KLR;B#cW%b$>iXWDMh=gsC8~RiU+ax*ZbOn8n zAMO^qd^JZHhbi~*y&tD*QKoV47m!OYQgGp&`soS^*b9LYE~rSY%~M%zss6An9Y0~h zEIKRN#Beb4$oJ|N!i%hLk{9%nFcXabg3>y)m4Qq5N ze@KCUO44S%U&h=ewAb0vy8Bsgww6gG#{ij3?tYe)UQQWDp*K+vFdoEomQovR0w@@u zQ*T%K&6|YgxmS7fJ0irMIAo{g;-K#E!B80HEqag>;99d6TYP_ouDzn!RmLbWYK=0~6(>24yHy=?&zR88&tbVcLPJYwZ@O zfy?XNPdN{3aKXKbk0({}5GPb5qHHu&s!9%P!fD*V*(KOKSe2EEQY6_$Dk60;BSk|c zB8ZWe^*7-r2Xo;j7xpi6Ci6ZRi60qA%~7x)M6>O0^J(`q3+vDj^c#Jk&^7!3CQ+EF zUX>r7U}*g;0tg^nL;nxw3vFG{3(XC@eH)PC2_b%?Vok##W5r#Jmlr*&N6A#-y1hVj zI|3+X`hJ9a*%?pfTB5$XNJ04~QyXx@g)06aI-R@>RpfpXsbZ;2Y{Q2g zv17mI*x6jx9pbt=19*pH7Ik=04@e18HGa(R4y!o5B)#Y9$03IiV{#Ase&v-tRy{li z%XeIUP>|DV%PC1?N&S5IxLSG5ebd3s=6c_AR_-G+Qx6`0usTkwi5QG{Sr9C}>@9c} zW%HFdSN~`aLwhwZXg|aqUBoId(yJudhsFxXGS~~$MsLO})tP;yo0DR%@SPs;bSWlo z5$eUtxLAVnaid;{Z=f^J2pqyLy()!!8fQlyx>Mx6ulnuS0+?)AtL{sc$MeSgHIxA_ zT_7z1Du*dRtOSsRWXo`xJ5qJ4BquS*yK-OS_^uK5t~?e>;3FP;GExKENo?I4sWX3< zcZ=qpQ6T9U?}KXE0UR%q8h|BSEnTg1l1U_15_v~I#R?2U;-FmfLE+JrCnfypYdZ}! z4vlAXOske=yB~~SjgGBRI-*Ru7!PUhgOMg4I(<>ArHQ9k$AKhi&wHloe-MyP{xJ1s z9FtGF-fbL!jOn>gZ-ZJ-j-h$O!YYHO+_-6d#tPR^i`wX`^Pw;JsJG0lh&1s;!P`WPABE9&p>eP{7PeE5+8Q5T{Jyu{DR}P8A2)bi%x>`it<%Da6 z3kU{2W^#t;63mzT@fpTr*fp*G5OH|ZC!z%)NAw`}m7>)V z`H3xCiL)cDbrB3b$rwE&65_0191c?hGv|Z|V|}~Vr^aY9=O1Zr@4?i8%!}R8jQzNN zhQzF(<#KADVAJ`?=H@rbC^ZFFf~0~vA;A*F>tQO|kvi~~Ppsb-Rbxl}*OGDWly}tR zLXgfC!=vT_^?oBf1!I8rj%8``h%+s&EuRs8sU@bK!-R%z+=I6m)|^|TLDcKlcB+ib zQR1a2PH`$ipe=JgCsF}&hSEdY51s{)j1yRJ3=4^zpr8($a z?_z%*+`MSt6~f8KNlH0jMOvEmHdEzAp(!3Y895BY=2k+Ba0-^&fBcSD4foZBzH5G_ zb?0ailu+3+3eSFPQD|-t@0B zUCTM~1Y40vf|sc}!a;cKqXgW)mye#!;q!uD|Cg^UPu_X#L?&t){^jajs0(ENX$*s=4TNO-Q`8n9(6u8 z!RhWJepPuCs*gMtw741al2SSS_hVSI+Al6~msAlu`BQ{#ys^decyFF$=bFyStG{w_ zm!q|uJ3cVsoYATt9$o|ThC$*nJeu2EPmahS?w#+7n70~=2d0J*gBOexM0@1V+q^T$ zU*cW%jVN&}bTfZ7>zNg*w%Xd%@iEPi%=#S_xiSNIEdb9T1rZq_Z$}_eOsoxUA+WwA zQya!2i{`~|R^w#-+OB%rdrhgFc33OJHKe##02HRNaDGJ)vww)K^4kGh3&SYBfXDIE zI0nv~6nn6%@$ojCbIlYe{+l8pbfa)741%|1@n*6g-?>?<|9?1tI-lvCNX(>N0}?H6 z`gXSfN2^zFloLbi7eeimxnHJ_ZZ|h^-jJ{9&r6>C*%B^&@B(up%9Yf5=~02qHtu$B zzmC6*-g7(};xLUKfLp~Lg|eO}f*p4i9Ym!{D++|CM^`Uw^mAL&7+Ch-@vyVRJg0bj z>C}j=mDVfi1rOg_-L`i2BzEfAi1%d6CO+d)9OqDBB*JG4sU%x}5P99)Q*`qIl~cQ+ zaZ?Y08?5(FDjDVl-D$`YaRaI<3=sKo`Xd?f()TuPI|B70Lu~Y|&(7VF7(4PopGVpe zTzI6RshK?lVan;3 zKxZ6eOR16qv5%Fyxv{aasYTc^%Np^AI5qQo9Jf=e%5ndT|1`Olz>M{pPk?N!-7B)T9>w;6Ju%9b=}V-Qxzl~x)DPs+QqvKj zQ_}Xo4G)Xf_oiC|dE8{6tQ$PU^nem6Y{~zehFzGmxW#Hkbd$_paU-KV;4_IB8pKv& zpYs-j)ro~(#ZuDOJff!DJGaVK2j$>-Ms`5>WY{*{!hhiWZ9wc60~g|NQYmzkvMsDq z?DuMGe7@0mhj~ZV^sy-PD+60h2gNF2z?M#d@j)IG^I(a}h1E1OIJKGl{E0xc0QW+k z|2Sj)Nqldr>gkJ2=w~Blnp||;Q6B0sl6EVbZvcO>RVS)W8smmo32*vFpD5X(_ILD& zvAr3xW+y~sYPa4Gh5SgQ)co~rruEubgtIty|8bfSXIGM^dAUdAp=D6jXV$ zW6kvz8MSbTnaTa$5hIH?OeyEwMo*QMdMIEOJUsKMS9nQ@7`0?uWNBF|@^tgDWKFH- zvz67d#p#2-7#^nmt}K`}v4Qs{B=R}1gs*$9{;a_P;S`$cXxN*C-+FWVOuHpFUUTBm zlZAY!fh-~(XhSsjuLT<%DZeY33l|?QH1y~=bJ57#xz+~q2AZs^jtvIUY=}kJ2pZX5VymRwpcVVc3%VAyO*jWc`pC?7xs@1&LNrt^}3sLWd!%I>Wa{k@i5jss6@!rI{W{Y0p0cOj03{ zuQa4^KoVF0^W$`E@Ghf>@JL$*TAf>}u(_I9$|SLR3P-+OO#b7*G%e^@=QHEi!oZgN z5t6$AoIXH#D(h z2m;=30Z6zKNwDGm+guC&Z^>kc?pGRgGRVhluhsNyw^H01%gl(RJC;%gcuBwyVzrra z(-tzw=Ho!xCZBTtL@`qCMK2WIg~8fJ0c>C$l)614{jX=hXN^y*-JxGn=hOo*A1Z99 zQuioS)?`mh4d=kPk@mHk!I2;5;U?lOEz1S3E(mphDk6~Ems_kzeIK`($12yn^P9z% zbiS|cbCRdL`dxAMxt27RqqUsHfU`5M-q&S=7S4~5fBXKh9w`q+xf$Cf!REE37YYMILl3d!gXjjjQ zKJSJMsE~h4HTd@PLU(F#0DdkJTlq6AXT+s6gNrTPd+dt{wW{{XzSG5&~EN&ZaYF6qs+(t99 z+}sU7b5%>lZw{x{$d~)X@un+$kg*>iB_5;oy+7k`Bne2h-{Sm}H}*sbbYG3H@~7E= z=576_5r@w zn=^+7)=+f2Uipvp7@5_Q(syU8F#^2`yyrcl1ZCMO5i;HpynaL^vz{dsV&KV-a)^fZ~Q{|jFi*Sh(MLoJnAYQi-S_(Df@C$wXZ*2n%#u& zeJaqMBzH|pfyXu13g)Ugxdc({;7i|!SF|Nt4h1)LQ>}YunRrY%_doR$>n_Fg_+XbA zdY^+5wzr@uSV7cr31{b=r2H85!3jh6qBMTvGb!?IN1|-M@Y)oVrO&zf84nf z$&-soQJfz%(sBkxr=BYy*;Qw5fw-WB0-0+Pv$Q-X$E}S=q(~NB4 zlv>Q6N=mn<|0OKvwnMb^*zqDha=HU1g;{T*l^Hz)Ep@`>;2N!^Bl)3mBh7o|i$8zV%1LcMmCs>NoboND zM!)xI#V(NYhk3VHHLNsnE2vU3xOl59JY@1?Um-_Wt=Bm&Xvk>cT#|69=tEcG+3nk| zhnJ6gVYlFMEQ96Mt8nCqoi^gvkdQ=h=f71*k_fu*OAGU%v;C6SY?SGV>~$sA)O8OQ zQ2&^TE$Rn3FAa2t7XjMpB9X{|IYJGhZya|@Q?{j*I$d|C3N0WAxBV*<0u!SS0_a|( z+#@%tjqFn-o~Htb*UhSDYyFQ^bJgeWH4KLALA!tWm->5OG`44GdfG5@V8-TK_?l1o zzO#o!Y1zuk&XD@gry7iAcp@shypfK(mH9v1rGhDW(o>$;s5QK`S|4D@nDkw@d!pD6 zaX}hSMk2aS%hCsR0%PAWZdx7&+jra@9`q~aUSM}Q83wk!>1=H@aTn?v>W%T;PO2vT zaB-IAdxaL!8R?5JWT&>)Boq@FC{2L>RxJS2lQColQk*pmUzJGJ&$~%;aC-$+#|nO#K%QqvsNgz)F_4F z(nWPC_?CK5khFQBw5rC0XBMuf=1|0TpJdvo&U*clJ9d z`+hbFb6z+tdRIE#`@@E|3VV1t@+Bj-pNUBZ2Rz3OhWt5<4R z3tmf@d;m#xOlSHC1FBCkY&IU$Vl8Ji0TVXU%k(vQu6TnsLgptbX;}@m}tHlu^&_i2DAL-d)H_Fq~JB;hG^J$(Y z&c%tJ*4T|CQg;h4urvwK);7FGrm(uYsuFzI;qZglEvtWET1952ddj%}BCm@{fAD>H zxwX#oo6NNtNBL1MVWbRCXZTJBcj&VdC2lx4m`j&+Uu-?QK8tAC7f?vIFx8upB^4NR7%neq4x-FIs31d+|1J@ z9!Er?|Ce^Vxc`ACNqWIEjZptV5ZCZxCm>o$!fa(rvVWnu%Y)gYK)hEkpYqf$iu911 z#S{zk_#3d5h_!2P_Q6uPTl(7O8@%d0cYNwaa)n)@aMA2q7b0J`W+2(1lpzaAXaZV( zCj}sPhKZzvde>X7>*6ktWph>Iu!!wZ>*F)w+$6Tp&$d8F%*JLU;$?g~H z>XGKGr8-$Tx2_tdNNg=pKn=hE2_@t`|HDzwAEImR6>KjQ8lz*q7~hW`=Wt#_nI>$Z zgapx^Y;lzyg{@!0fepW7BtK8Fy!x#2`uUZ-rY)jDSZWbWvHMW(+omJ>`LV>G*ibI% z&2E%WgwfL@eF@wv+oAJ#1NXk>)^CWQCDXb2w=q|5!Df>9$(AqYxTIH~LitbL5MYoa z0Za`^&eBQU#^GgKoA7(WT%V8gAKD4>FlPPCZKUV@>t;Diw3m4a&Pb6Ry87BJl*r%` zffX@i_3wsHdE>=^BH{CE?B#l0iDv^d+Y5LsI6#EDSped?S*wnY9h8P7jI@1Ongrws zb?>sp0i~|5$$=+P7rtz@fkCTXlIS3P&X&C8EvGKCn6q$A8@V&WmTr~rm1ShPi#a!L z4pP3_exx17x!mifyfxgJ;l9`PeR!zWHBFQ_e%rlD&w^6Fwa~TRD7~wHj|n$Be@1bP zKG%srbrbUNlj}ms;jkR*m-?M!F_j977{Bdds?hKteR^a4mBg1|y2_)PP@FCiz{Lm@cV&F8wawF()LzLlG<`S{U`r+Z$o`N5=c zM}7I1@aVH3zZD|ZH06P%&q}!F4nhiR!M%dCVF=em z2DgZ8K(PjY0wy-VKtEQ%@c(eU&0aK74br(eCtbET+41cLzb2Hu+a2<^UblvCQSR#) z28MG(v4eEn4hQf=RL4VO%{JccFD+6C&AURE0`F}QW+sFzw|fit9}YacX1pzo5DS5Q z2{WDj&$I`vxg-%u38H}U4)qAH>CJBqtqT2uYX^!6F6D4It8paEeCdGBb&CuyQXXUP zo&kJDE*%Ad#JhR>f6A;vGKVol3)y0d?~ow@XS?uR^0{J^Vx zmL7hDcPzqy3SG5L+QeN1Gqr9qBlEu1GJBsgd?)04(vPcM_Ru6U-o}M*n&(lXI1g5S zcymmTwbKa^#VMGQW|rqykXUS~Wyul7`;IYdZt!xopWF0QO+rEttH*;s9$W8^?0hq% z)L26i0$evqO>==F37f)9Uz$y^ms6=Og+GAWAC#i=`~EZTc?}ZNBD*}dNodg*wL3!0 zyMT<3R|gA%j=$y_MCJ}Q13R6Z*V>&wsOK@t&e-JcH(8+2m`!Qy2R~Ez5J*O$*VmMN zZrGmW*sk93)Pe8ukl=!%#jjTuA&a0Gw8aH$|CzTz5+&^RWzWAyoYjQRLy1=phz%Qa zH&_aA5ajw_8)gRjXwc%j%5-4LzdP+Q6pT}~tIMDtvSym%>TcZWi$>baLuH&fB|k!+ z(M4@c0Gbn`z-j?1Usr6ElUk;fKj=IN3_MLLVU&LHiehqLmyxRj@)N_1Dh6vk7AuJS z5H($BI3*Zp4Ux)S5F#9hDSfIsSL%RJAgj{Yi*AzJ8}sH3<5}s=dy*|1KUxNO$WPIU zy}}(#SDCRNv5nmkiRs3x915<0w}zI+x2%~g)O!W^-XsaOFjP1)y5$JQ7;L_G3MGG; znSs9)7@2XOKMVr%AvPK6>zfI&YkTtlsm*sDdNh}cFxpY#7Gp7O`&&ty;>iEuq+SPS zj25aV+$}@T5hJ{dihU)B_? zQw|ZNz%K|GyPX0`IzFeT*bfIgsRQQl55C|7Yp13Da$CFBw=E z3mH}KYyZo3q>fD_Uv!1|Txw|;7fvs+I~V9r#eQNb(eqIvMtWtz{)e+XKcc^r<}x_+ zZi^?aH@8e>|0LKyq=Q1@lN|@M<|O$CNu$Sa0hZpBD1TT&#=GycD0w49F^NajT3kG)R^%DW*_)?N=e6%gq+yqw0{Lz26@M6ZXKXLC`giQ9(5gh_YzZ`%3ATM(fNVOmhbhM?5pmG1>HMKL z%-fK~ts3nQN4MCH)E3Bvo@`M_K3aR;2!E*_6x=qvTo-jF8EsKY? z^Z9_No6$wbYeU=GUgCw1XiM%i!IVIrn|zk!KaVTUvA9}?7z;JZ(%Y#B?G0etedNC{ zNQUFWg+=Td?@|y&t)<3r{e(W3+H=YXgDAgnI2_ByAVXF_qLf%#Aq^8%AYrNGIglXZ zx6T44p(CD5nile%Qg$M@{T?9hRn-VXw{inW6vGA#9WCmqP2=E}xxy^2>4ob{` zjhQ%c{Yk&>M@v3_JyW7Z^Ur~0I<0ft5}R)?g&NN4|AzxY=81L-iZ2((Zuanw+EC92 zka!Bbn-d}{<`d@lEbRJ$=dFE*e7>(NZ(l_2#o_2VF(@tqyNU|Wn(z(t2EjvUKPewm z*V@&MDs?<`efH5N>UnR9*NY??&On(f)1G<;TAP?je9<_;FHrj|8{^*dT%Xq&pL;XKMYm362}R;lGwnGtLc%XkhF(4P(HOJt+=2=fGb zomEMv;ke}~Mr(4@TvFYcR7TqqB`HvO0LyJHw#tKcg-EMBfA2aOk_O^S{YxKOFt(y7 z=_Pl+Z-Jcp(x(YFGka6O^Rp_NBOS#ggqfrXMURa2;a4*)SfOoA?QtXw>qyo11T1 z`Pm)CNQp$}eD6z8#$Yd5ffT5B&ax=KgKEDEjGGe)-aR&q#tpMEy#eS zkVRmLE>vVWJk%>&uRGZAgj!vo#`abAQ-RV=YTtDK)rxfJQs-G?*(&-Y()0%8p>;jQ zx1Y|)>GVR&{+R{?-}|-_B6kG*j+LG84VN)aqr)pgv3L4j0$diThcYbr$nDa?tSFVU8f?@>^CBgVp92DPt^X0BlXIf z+>glNWf(z*1ZoM%tC_R2k!oN?rlI(ZKnl6``|0LM*3OWc9shhM z9B`F;r~{h+yzhG%BcHxotrKQk{nRgOeC;hgo7_Wb5Yk}4+xnO;-vEWrQaQ=}ydgWj8=Skgf zeo{WT{mo{!4u%bTJneL=XnIPTP3YMlPV|P1 z#Lp?*5OIpcR#O<4nW=u}EZu(czcaL&8R#1G#!wG&Wb3zRI%WQ@i-4C;mPe>cnCj~8 zMI?%Q@d7rdUTpO5Z9CSBmh(JaO9n=6P`(p*GEUnzC{0#Dfwx#IkMmBCYbpU7JoEii zbg#?yiXg*vAj;&f8-@jy_|CIm+P;XGJ9T*xdgw9SS8VF&LY%il5b zh=0c+W*z#;)$9Ig_5wQOQD*PifQs~D8a+}PeHh?T%YCOv?0B~n+`yfGA6`;K{9b5e zu)8rQBS%)z zk)Fv-Lv2FSAXE1JCmGcc669g(_AFXjvGw|uCA8C^Dx3VN)qPI!!%l0Yy|n?T2--(; z&Ab*C;`O3r)0i5X#dIqFdOFl`s}PuYPjk~=qTT0Q`csvm)uTFnU*v%5vSv(KcWJnB za|OQDsF4#^!<*03`sGKR?s#_#wCKPK>JUV!IJ4M0{`j-O0uaNbcKLQwyZvG?eu#RG zQU;1w#hZ+(9g_2C8%$I`DD!?yDYw;sC933;E^2SbQx)VQAkmrMCB`$ZE0TE>Q7H{{UXouBl3V*e=mVAr_9WTm|GHG%~ zOm-S=b6SgH)0s)8Mmfy+^KYt$u$H?I7_C>o|`;uF(DOgNZx}aF=Nw1gwC>_m;ORc1C_ko=+@mBEu7!^UP<hJ7LUW9)sPQ|d*=6e`N+>bb~~(+=)+I2Hr8PL$h93GOqC97Q-;#EcDbp^h2A``j$2~(O9<=0||RS z&j(t&j=k+G8CFb2)#G=ps#>n~n_ZzsUm&c_oYe8j(I{tJ^4VeD0DKukCJ=qO&^BZ| z@8A@c$lcnTRPSkxF-Zyu;g%U&rpE~_yobIQqv`K75cfR`~+*s~z1g+h4FT5$T zrJoE4&ju&KCbslPC5Qtef< z-U<@$F3$GRuJ>luTEZ|POp~IF^5s6h8avWqUt?$3DEYmSQRT&Nz?>gJ+1-hf#nRKx z{TbvM;#x;f)Wqt%-DB~EH7v(8kEb;}F6W1s*m7!6X{QHi!m#E(Z3}PIZR9VOY;7X0 zvqRZk&fWo38d4ZOWJ?`Ec_Jk`;p_cae&5j4>(<{S+cFdy!4A-*)Kzpb%)=^C#4QH7+bVX*&e$SdZ4iUby4Xq7BoVlv2tc7s%Eg zzn{J2%p$%h=(U6Q;omczW6=q*7MckWtC}K-H17^3P_20326T#;3`J! zE2*6mYs+paev8fq%}vFEcUAT}aJ9a*!Zp&Jf%x?AxBrAc1Z_q+A#g^?{cYcxO$gT` z63x)B=Y+w|h=bMrvG$)Ffr>Z@jCtavn;QL62H~?%h99_nPZa#ImuyIs$j;I=%@5St z`_{aWZe?)e=N3b@E0@=3;w3zMzo686Q|21bA@miPyc-c5=P7w=bT1_PO%I?ee_Op+w?2y*U;w62WnMV&ztS1kh3zA0rM52b1fs4e%5wcQb7pAlomv93%9p{$|yAXNS!iU?Ccm;Xy29$?U_NtM$#5pDE9nh&&qyPZ4 zsnedeED1Ha{S=r67*wL_?p~BU68czV+Gz;1cgUmCiultH{s$hl`TQEEQt_R@?$W1I zFC}c>K)9!=W$x_1RaM7|<+PtGr^uWk^R0Dj6a`v=E(VdJ&Pt7pI zEANa`IFaU5SeDUuoC|KVg*-P$0+PUPB~J_fU3I-g7jS;yod_y4*7~Wk_c60^TK{** z2ndj*AQwRg*3Z$kY*#SJ8zYzyG>bo2RQcVM)vqXCLdaLI>ewjv;LfyJBMni@8@?ye-XgyC|;wjkFvMukYU{<9n5*}W@ROD*Qk;DEmINa>m5 z#H{{7YvP-RdVdNeNubNuP*&(iI%zXUHp@k$Rg1|5=D@T_t|1I1Rx>IOp#{#=2~}qK ze9NAiHuSP7p26A^!i-gI4}0RB2#>J=X$z!G?UTFU%`a)0Y{Q)@>bz4 zxDu4*RX%Qe8?6SfRJL!A2*7&mJ%4#K4Eiz~3wN;4XO0NOM+z_P>sz>9^p)}e>x(UD zADNOk$kDJpepKK=PwI@3+p}(m`O0Z+*S(Agz^9a29qEyI=8cDl41V7z5*J!vHEebz1qrrU`OAXxprH6 zQ0w_l$#lJX!P zM{eoyfdO^rw9jl&KlLN9a$FA)8j#C_Dk3sNfui1W1=Tc;r4h8Ie-zWFpSV2b;^Xx3 z$BduaiU7BsDv4DM_azk4HZ;QEFR`l2tNfkvw zha%~_RbW$*hRMLZ)417I|9wUWzf@eVYA5(o7F;#+Uzj2`Aq-@FyZf%Uy*C>}=W^lc z<+?uc(g^&$JIaS)?=WcdYay(c#)E0I$`MInG^d_B`px;7yBM&N;{io-XY`zx`=9Ci zepm>E9~E9p0syqFuDCS2v6 z9Oq)Yz7Kg2`8BgcL2fbO`n2RXfL)`2Kbzmv1#ecxL116xQzy@U0`$}aOUP(jRbVX} z62io0_nIdkTiA-T`?r&I92R4DvbeEEpdo`f1!9pzuDs2#r25}$-9#n+*%W#M+N=~k zlJ-Axg9ZGNEKiyK-k{%flG)b#O%L^?oWWxJ~6b;4~yfU)_M}h&;2<^nY5MA z$x6m+0}5d`$F?RBe@w|>km%6BD}-cgRlP@q@erkt1Gz%A-&5{wdT2yh^4)t_&(wLM zvWJka&}n^17Oab~v(qJ2E_=3N{cLRdU>iqf#-hTGdj8E)He8A3wGOoxS^)h9l`E*AyLxl$d+sBuOkM%4xLm zr=_ZmN&dLj94>8E8nI?HRUrWhA{Y@1RQhlDJC7noFUk4Jwud=9abo6-d2LY!ntR(*0*Y7lbE|umj09?iS9iIKIPX}_qXK-|8YpVDd_k{?&@(ba<=H03~ zHsQ$I6e6DoD*@?0p82Qs^OwT4BsSh0>c3L)3{=P@!oK5^_!zi^!=K~$g+8nPFjEQh zGm%&?CymXSzZ!A&o06B=E7fZ0B%xpa=N0{*xLw16RW4CZi87AIaUbr1K9OpLHh&Ul zutyLtb55|npZL`Pq^Mi+nO^-G@KU2hx9#TmC0DUil$IhPSy*en>>mkuz$Hg}k@nx! z-+Nf(X07PcyIWJ7MhkudQd6v&RC+cMd8{^O&_z(%&rx7IlMp9JC&^f`uIscfKo6N21QUl&&*yl-$_ z8#C$%tLqx`%*S0QMDnf18KEO@oBm)-QIm{!GIdep3LHxPjd@^yMBW-5yw35`tuxAg&~y0am-EH)Kbp-(Ms<&}zsW5`GR-jtaSj9kfo zi%8j23p}T|ySb%va?t1F@k=H0osoDF3NRS|`DSK92t5Dr);)t_kc>p#l;}anGR_w7 zOBS9yV8{;bYpb)ztj-TJZq4NmEsgYv&H^sxQ_pz;m>JD5SaUc}2=?vmc3DC0q zGSyFXY;IjS2;}CJWRUr>zun=vZ932shau>+*T4)H~Ku~lZ2F*P=U#3>GIV&0^wWT zliFwgsZ_SqK)Gv3euKL&6v(`x#g(oCyzFIsH*%Kzq)jQlci^$LTeG4q8Z1)Dvqy7c zH%NF^eN2T>vzs6RYL+?=V0mk)--<51V!u$rdz@%S$isFf8hB3X8pi2rac2k7Sk37uV_k}wI#hG7p_^EVHk)beLjp?KHT<0yUE3NHp3=$wJhn(fm+lRe(Bpg z+c)B%1cP6QEi|{OwA8G{Xs@n)8RJ;icl?qMqFhMHqs^CDoT%WhZh3_c7Bf}-AItd@ z>wO5ev&G(tLGejTvD+)6;V@O$sT^%*+X8R9ID@wrX8?hic#rw#c)_Q5QMg>K?!777 zveyrd_AtYc@Nx?)!a`tc_;(Xta1{FkOnX!l|E4aI@+5*=fUq=lPPIm;36iZbNVr~0 zgSON>5$KpZcbtzPv3>h<2q>9ey8mMRz%t3~7iE}K$X7xXW@qtmxHEW|9&2W%@@31f zj(MvY1Mqb*v)>8OGa&wqg3t%CZKK{QHE)PfllJF9G3o$`$>zIM{*6{ zV_zIJ?li-HC_WRL5i-9fx$ZXr?cpBVbd;m2jF&1~3a=qb1I}gZPemAs(_sbE*QzJ= zyvH`u_An3S=b%HCd9b+r#$)q1&y|sKzEE|tv_q9QX`M#!&0)H@t>YGu(kya7PCA5L%cm+iZTIK} zqfJsd=*8;!O%&2J0&U zTyySjYB!(GH!BABn<%mWCA%ruNdb1JbO_JC(xVJ|mHAlec5XfMsapgFNQrEUFLEvq z>7*EiU=O%9)<+%06p3ZdAGL|0TO{!xsX+>X5M`8jgFBP!Xvz!`Dp%tRebR=P!@QTa zd0lz4k9L;+Q*Pq4z6{16?QBj$XieA_-InG0ilx~|HQZD#_wPDLNaAhWU($rL2C+98 z-8!Z#0OAI_*2f&Zn~Eo!>LNvw!=8Zq5vOboU4X$dB(4&v)~VNXkn+RkbN+*oWqGtC z&2*wAkEU|Ku6!tt%DK&7BB(X}(AF>EnkqM2Qgo2y!+6d=8;x%0*(i0RG{0{EwG|B3#@k88mCQLZT{%9~tR@wojc*r&TXrZC0W{sN zNO9fvcBE9u4si+ zBORj#4^-hf_W2Ff)0-?{I6;f&I#?JTzkVa|_G$Lp=ln4b%8Au@vHkcr4MecEm;eeo zU}tHff_076%G%ndLT77NjZP<-+_IGBe^rmpljXE3XZr4INZV8e&D~Rq(fdM_oRD^d zjf~KF!-unZPfmpqO69;J@5vz|Mp@dl?F@qB5^luQP0!9l(PjCHm0-f#n17o18JAI3 zS<5eHz&`3q-@?gfR2pY{Ilw?fWPG>cPVLB?m&iuI1H3w`p*)@PK!Qsdd>3sBQ6KR} zVX(H$$PpVr_gr1z`%0DCiHeicAHTxC!$o%-UvllAL+uDafJ8Q(j6}JFLEw{ujtYLaOffc*wTU4oL6%OtqOZj3(})N@7iEEa{S#1;Q|}QyWw=)vfpp%B(?= zFHz#5fy2dhAe!oHO9wIv+YsMjO9&Al_~b77>#(HCE0WXW-^?e@E#1eK;WU0SzCd|m zv$qkN858=so&I@vaBZ@qP?4dTq&6|P5}d{I_KsKs#NqH5mG0NGbQ*uZcIA!1ndmDB z2h#RaDRvM-jS=uz(gs$Km!a}b8}KKeL<=L7Ze=H(d%LlFG)w)BKxOJ)p;hkDMG)Fi z^17uxh4=SmRxY&4ScYX+!BjlBx;OSg5Nx+tj%5xupQBZF9(0V&iEt9jbBlMeYY0CG z!IHpdLv^4g7>$GF%2*lRuTJPFk&o6Dq;?w%-Pny>Q60o`<^3VnqlG@6(mLjO^4wWY z0YF^ag7Ta(?pr`y$o~NyLE^rr!v6q=Kk%Ae+rxWhs$C|ttbLaE`#gaquarc)j^J`K zeU1fvQSnah{{Z2i!Fz9p8gw@|T91&gWRXStl(v#-gk-qjt_r9h;lS)8r1(8>-x6T( zH;FAQq0ntK%O=sTZ38p?q6k}UyKZJA;D!X_l8s-xz5&xT`(J@}I#dM=YiZ@>6nxLo zm}C8-Yx(H-Rjo(x+}e10M|iIu+9~8&2qk4;s@TUtyC>hj%T zNTPxuCBZCC_9yVk{3-MU=I`30;N|zmPun*^_;n7j{ushsHo7mzly9OwcRdayH zEHl_1E0VYUjb+gEJx5RQ=C38Rcb5^H*_SUR%u%jPWVhYx$6EVK$1!PA{@(XG-kpB8 zZ9jz~iPAR?i-~t`$nJhx-B%3($&i&GAO|4e_56M6Ifj+b$#2>>_IB~j-@@G?yg%Xn ze^At+xk&D<*40X+AxIKra&y7<#e6H`e}n%37j170I;Vzpi{-S!t3v}g+StheazP+t z>0i?t%P|F(RR^F1XFQK?n9VZg!%DqkF7%5_m+H*Xrzh8^ALkUCxb;W!jeDYMnpUD> z)U@0C7gsq;i*}6X)8?z{QXD6wqj+I%vRbM0;DkcNFeen=YJah&AL{f@f*X}J_zwfqu|EX?`4YS zXf0upBax$Hk1dyJ3{EqQ(~A>l<_E`}dTmQtzJ}uVd#Cd=FhC4kf!1o z)a_HSE=a)02LPI;?g;$E@%5Ic;ope^9K*GhivEY>KA1fJ0CfE-QYuHdd`YX)@{BW}9tqWR`wo+gq4~ z&JannXdO;*yS;h;0EsU&`F<_y`eu`Bbz^ORdu=p!vp)BPDyd-Sj&d?9(=_{E0qTFV zhMlaB90c*Dri%A>T3}$N+Tku&%OkEnSI^=;gU773Yo8MQM%4AqLgi%CRyg98MwGiT z+D7c2y>abSLG;JMr)BU4t^jW@`&xa4y5q0&%@qFthH@78Z-0^VjY3o;4mbxq^rE#P zpQRh$IXx-PSS|_c(yEs`D4IexBit z882?2_;+&mcajayE6sNj83-LY$K*Zhx6t%!&jkEm(Nj{^C)f1IuWz-9r28mOuuC9Y zaVuenBlw5_9FlT5u7~1&pQl6OO?O$BGo|l>+S1(>z{4Ae$mH+>mIU?AItpNXCF1WL zL8fTlBDB&prM8n^)3p0jc`E+$3rlqyg6F52$P0UC*14YoX_q&81;(Qn$d(B{`GCMp z(MyhfPHPic)}g!jTdvszdxmXh-b9^%^8|55K~O=#q^6s zf}SM2zn&$&mU&zqi@cT@$-n@UfsvZ@Uk7+=TfEbzyklgrM``xbE^d+#U}D2?EP8^t zC$S=_cqY@scUrEsF0pTKEJ@+}k08k&ad5GnnCI_hlvkYU7W%%Mq*!WZ?lT{lB8C|x z%SJeme58HDxN)Can+YFLcq3T7llEfx>7v?M-^3%1&t20ck}_4A3zZWnV~yF0Qpb*p zJ*&)oE#e(NPS=#nZ7N-^k9BV(v8EZ4WM+_-&n<=^4xaVW{5ANC;vIJHU(+>W#|OPiQ}&Jsxr z%D!-5W6oQg_XFFWrm=i0;(aFMTxnV^?K?uekfq*~_a*$*8<^}voD~=&C+`9}aa(%+ zi>UZ^YfTpZH;Us@o){yW?)i~6+&Db;2R*V6N}(K1rERNgn%;+T1amf*GCj0X%D|hB z8Osy?{uk-Rbg_6J#gTj_@UE+Qr!|j*FSU80lIYy2a$%8t)3dHYI3D>G7mTm$Z9XB- zE{km)u9snOhS3z@ro>fjwD zYuf%ANR}Fnh6nmN(=~;6z!-S5FFxUJ2p-t<$(w;5rK9Q^otMG8gE?=qXs_n1PqZ*M zECKi1yPWq8UMJ$O3g6AFuALsHkjWI+G6@;7Bn>ld{{YZ>*R1%HRJ*nCFT>k=L}b5z z54@J;IVAnEU_c&(6+eNl1H>}i+k8#9uttK;6KfTly~Cd^U6jb&4o+E!>M5W)ui5)T zn@RCc#65q_`%7uw4!+rP^ck)-J!9I>%@k+QJKB90Fn?JT+WAB`8(3)ebx>7Ft8UEuq9Gj^H~y44i*ji+`f zzS-j+O5uDns6UMV0N|j$8q(~wHh&HHR_!jOD5G!MLWuU`z8?dg;k`zBv*MGg{6f6d zLoK!RdbCy&I9AMS6kb}Y^VxxX@&Kv65BNVs@b8MWOPgztE?q-jV$Uk?mj3`@ky8Y9 zA1QNz(-`!m*dy0d;jxuzW^#+iVqQn%uodQ4ek#-Kd`s}s@>_E* zk*K7062e#aajcR&1d-8zQoMTP)}FOAw$W<(%uGeKi{D&I#q;J$VRemh{>qhXbAVT# zx$+%g$rtR~;495Zu582>5=b^hx>ZG;WKsbfoFAvPDDF8PC-Emq*8Ud!VE)PQoyEnb zqoY}y*;@uyX(YHJDB~TD+#C;YQ(l7yiR?Zoc#hve@$Q`74fxp%NKNa*eqwrMua-RtW@ndBd@39O>QFhi2fCLC&L=%rF-FRA6L1) zxKTC5-Nfw6r-C-LPmzI!z&Z68?ONUryNWLw_*X~NVq41%Hr@4^Sf}%bcDt02s|TupC#$9}@VN;+MvIE4eM_i^EsCn6$Q; zl&lD`uq>gu&H-XhF~`=sHrI=MWz)4g`+4sCHmMvCe(y0|U!;GyX-7fE)5m0AQ(1mL z@xFqZ&w_p*=vJ^p;r{>%+O%mbafurBpbDu-n}fh3WtspvEK4S{pRjLG{Zd{otb(Gb+G()im-(Qa$9!Gmlb znJ&Bzg|XVcNz(P^vG_4}B+~|siYT_-fh!4HaU;1P75ZbneS6`L2z*P_{59e$tq(&> z&kWjlV6L1V)Xyc-?qo6`R#F;Cgs*}=?l5cMT{77&ejw@o9@efW(`^OrE;p&&5Wva> zAf4F-dFXiQ(KmDlsd!6Flf~!5nijQu+8>8iCc4(IpvL&)^9!B6xg;R>BD;+~OKnpA zCgwPy+(Zs^I4qe)(>N6Xue8B(ih4Ao0-4b zC!7IX?d|khdQGZDaMt%WN)Re#eBIIIvQIbzU>?MeN}w@h@XPCe5$*K51Ai`)V{W$c zO0p7d)s>bd_Q}BdRUZy`T0L(>@!UsIyBfELEsfk3{&2sd^ zoD~3PoaFI95O{}A@aK)JygN3NY??8%(_^)`hB!cHc+;=GPpOv5na+(p1|ZU-{wony_u5P+%OU$47?r=cs2CJj-WMv0%=;Vkhs(@qO`V^H*IBjrfDApdqw(J z&XDOEwz;auqv+ag-l?fvjj&r=!enWjrUob|`YHj8xpaIuk~mi8ON)2NR{QSijJUL%1u9Yrm#W`wrc)=8oS zsvYd3>CJeKkK+FThsR#BgT<5H=>8b7RlKmVyP8Xp9OM!sX2#|U`DF);pRITQ01v!J zaiV_F-YC~4)8E2A4)O1St}K%5#}hn`iyX#79#15z1w4X1YZt*@75G7@>bi%B?xfLm zjS?%njW%2DUr%zgNMsVmDE0XZf?E$Xn7m!>{9ERo@7G&!mr|p^=K@lgHF65jBjAHqJ|O&)wJV~fL^GRs1TEOzQaJ-y-dHpNz zI1X5P1I>PWe!$)e@h5>k5qQ225Wx+knvL8S5Jw%t%0d{}fW=7w_uJH0=nN8J$S0H1 zkm78s4Y&urSXSLDrPby-GDf!uyWZ!+b@zbMU5ZMl6f1HfXP+Bd93L zk@*u{Qpk6A>FZhg=G&hIYPPcd$*i6>&tO*>s<@=IH|*|``$x6BSskOejagbX+V`Zw8dw6Z(za+*9OmD~W6(k&feJk`A;pNrdqx&o91Qn9u z^qfbMFj+}X{C^i2ugRaofBE1^R76=iFU=73M7&rqo(kAvlKkamj{Zm)G zibsM;?jtj%<=P}UErHXi4UeU6YWF@Ni{ZuBg(cNN&}>>esVx=0StN1toxR%(GwIEA zQQJp-X>WO?k&l<0qA zQnu42v(v2g8%blIe2+fpQ!Jd3+p1s;p4`{co&?lww14;~-;eBXyobKCu(Mb!=E!Ty zc`wpJ7aXzyyc_|JGHb%@T1!1*`%i0e9kWU$f-D>=IXN8l0GtnEI?yB5{v7y*+TXx> zoR^T#5=p7Z?>sS=w^CGR=NZ5!o^Uy$ulP&C+GY2Eb#}P57S~UGC>JqH<;bAne}{rP z@ro-%>`jl-w3P1zo++&>I=1fJDyNt>U><3vP!#0WW!#oYen^jOny%A<$v6U|+*l~i zTlkNyLn7q}#&g<%6PXJkAc8TTweqE-vwy)^^?(jP;*N{VZ*W%`{Dpl_35kAPyIAqo zzE$w7hf)6kf}i|RzA7F&9R||T8$2r%Lyyf(0D8o>%Ma}kR`3?I)pWOx2;T*FE0$zG zQG<^AYs|hU*@&&Q-wHEHJXdl{XQWKyEhKZo`GlUOl0_IkfLE`0w@ZCv!q*LHE5WT< zpR`!dA5>%@?fh4A{SAJ7d`9@yuK0`W(B6{;#jN|Z`E5W(jj^@lk&oUaZomT=?MmQ$ zxja`8cy{?-297VbHzGfjvbNHr=y?1EZ)uj7*E%PM;^x6!oe zAHx?RkC&)iUdE7H$r&HR8au!I0FJyZ@(y zXx8P0%q?hPo-g_6c6BGQ`9b^zWL@dze*<4?OO=KlMkLNUZ;YM?9oO{cuIS>y1-wSs zTwI9VrDG<*rvxqs>S=W!LR}G_O;3IVaR>-N&4A3y!S}CU@i)V%to{n=wpwg*YMQR0 zYiDYb~^zG=>{tZeWNqt2u0dIUte8KF6hf6R2vx+kXN6 zA8I;e&lS#z2%A)u2$8K<%<{3Y!*jBglRpXj;9Giu^&LYSwo;cBpKClG1ou zIR?i`NWu0}Ye&Xfq`J?-zlPJ@5hH0b-RYs(vxHgLsQjB1-rDLK$NV;DhxOe@R()dA zRJ}_`Z=_XUIu9?(8-nqXk~r;NZ{r;i^eFYsD&_J0mEr=-ndMeR-S}s4KaBu+=YzEE zTIb>&lv*rpHm?NX?V(f$%#mDm>xJa*_T688{@A`3z3^tA;1!Qp7tz6Bq8nRoJk|<-yh`G`FN;1Y*S;Xy zcxdYrO8T6axA${f76il^c6Co|DH$CzK-)Z0A$_UqI(?iGE%o~%ND60Y`H3<~+i2aN zd}6)xz#b8>u(;N2t#7A)5kgPeu9)G2MotQW)kwhW&f%K!eLlQPzUN&-nF zlO?1~1Z($3&^R3c$7=G+9}Q2ernloS5W?0|O>jT5bo4nYScQ!bslgnc%U<)NLFIfP zgTl5;7M-hDhI`Q*XD+x*$@L{v{xp)*3|(1tjVDp?LtjSmUvC59?&T-eCo{B(v=j{Igt@yjgo-Xm$ zt>P_1?Q-fcz^M~_peo$QyJ*kc0AP0H{cGG4PC8$RJbU8r6hQ^0j=HEcub75=cet7q zk+b|?x?(jmMti%UT9l6oogH*_7xrFZ@?@twzu{2`+1i6X-a zExws=3j$O{X$e&AQK7$qGkzZbFKNdBnvWfLu@9eY> zaRh3mL&m;qWbmp9AdHf8$E|y3!Oa@$N!G9KZzS_B;CHkjFlB`zjf;iHQrQDO-qe_h z{8F)>+3dq_9MW8BH@9x`G3_nLOrKMZ2eorw6mDjN!QLNxJ3W?ma$Q-S<2cw7H6EO@ zk&mr*o+P+79|`oC5n6ccZJ?e-P;#oSCU3{)0=e|i2gH92Sm^gtofhKm^5R&dXgCrB z8OiDL`FSLtK}`Y0_*AK_nvyjdQX6~)${sa$Ec-)LOI*)Ju#x2O_s81!6Mm;7Mx zr;q+0S>9ggdbQrEYkP4I_Wbtob;T!-DA1!-b@5CPm>DFE|(zQ7wkKz7- zZ4I7-X&B767fHFr$zk23`IwHl1Fcf=ez~RU{{XQEhxFLlE@$yijiS{-f=sFd2Eobu z+esN5;}p;yf8pPVdY^-Q2jaai#$OBc4~g1gjVvrL!x-)~>#0#E4u~_12kJ4%Bc*s& zt#7R8H+o*TuXs{jIqu|?>9%*V74ntS>ma zH-`QrXm^^Jy73;Bf2UkWs>cn-kW+?@+9w~~$RKwpz}K_*d&W97hwS;{FNgNlTEtqG zy{_0@OEt<7BU;8jM_^Yuzy$5!o_d;_!+MkaJ<|RQ{Abr~t+oFE3u*V)8Wy3YwW_%` zl0r$`$K`YLk}^0ew>>K>$A18r{{V%b4UL_Si~h4uu#78gSm2H*@~g*Saqo|M zmcZ@2W#Xv(0j^K+n@jN*i+msA9aBj*T2F*-B?xyS3w4x%j9cslz#uSY&qH4qcy1f5 zd&QUUaVkr9a!biP$1VvWnX~JXdHUB&;tvpbhvL7*IkinyG?>7y`2V zHFsg4{6V>Qcajka^6;FJLj1p_CAm*y(R5up;tfgc-a{mf8n33}Kqd3vrhf{@@imp~ z))xLMzA0znd(B1cG{t4Xx-o_GUmxB1NUp0&FL1ZI?X+;cfwyZVl*!g&+fU2eYO@@V z?)%p7?Mjx~PlCP@cv{T@rG|#LMS1{dc3^n#kbf?;+a#C58qJFMYgN->mKbJ+*HwaL z3yj3}1;PAXK>ST~-vPWsWe@D-t9T1mumU4={wMoOjH9ep?;6GjawKFY*{kOHEwAJF ze0*i6$o^H_Cf@gBV`DmbU3=$lG4IrMucx#R3_puMVQ44PY@S_f!=hV=3O?QGjnk%j zHe*yBx^+C$1LmI;cyCnj)&7{bCKx5u6y8AH3WjE7$?xg-;<;@~X4SP@b&fdVyo@S7 z+ynzWvHErEUqgIS@urop>YfUg4L;XVva-@`!`rwj-e?kUMv-|bz&l6NHRGNy@m2SV zbxUt1%T2M4(KgycXKo@(bnY@TTk$4MhWk~EtB1oHQ>Jpr=310 zXmCJb8g0z%*NNnzFo;p4W1JF$0G$5-w0@PP;O`#l*WVtmzRkMhO4s!dvOS4AQcdr+ zHUo?>IAGY|_U3>+Lh|!b{{V(y@i)XBcKRswsV$dI(&4v-B1LK5I0Lc_{N7AYpIqj) zygBhZUDJPMPa9ZSYO~quo+Q%YkWB#_jFF@T&rE#l6KCsP*N=V}U3jzh9r5>w{3oYs zQ%9qC#?~91F=O1&#cymN;19l_5g|Q;XSI3%0D!(9L*fsD7WeX9%?s)J%yyDS2hAnr{>b>jaAneOH3(vlRMV!rYkNU_gJi5E2>U}as|*31$DZTq-;BQn z^vJXenJl~`ro-YbR^mGyKKDg;wz%_TU<wofW~P81g1_gP2HxlS-B1M4r?aw#ml9q}g0D1Oan2ELF%3Qp1@g^2FK za!DJ3=RUrKSKZ=57-J{izAF8iBySJ=IPpWiu66r)Wmz=!vxY6#F?`#C6~T~#PJ8fs z0Bh?F4_vp`G^M+@TgX_-P{nm@Vs&BHgN*uAy@rm)JDxzvC({*h%e6jlmyGl2Sc@S^ zer|T0FvfZG;NIZ8pLSduO>(BS|4tT#V!ao!t6Yn)tWF7g6}e3;kbM_><#3 zKU9`qFGSL&ir&`6RWr4*^AKMg=e{w;cvgepxjcXIs_$FyFN5?y3q|3n&8)HbhEsSh z?pq=ExMCP0kV1|D&oo#~pKE+M)ii5wh1R+Tk$)DX`YpU#ed|JbNtQKdIp7{xbm?D| zf3&Wx#%uCB_LzHx>OjF9RosKa?X3JyZTl|x zo5e+~Z2T*EtHY%>_;Yh9^IlD;Pu*1x#GdEyu2p^?UuxP#<>!T8S@AZjr_FV7EKxzZ zVuAq~Suiuf4Eu@x?RFOz*QfR{&~)z&-rY^8*?5Zo08-U#C3W)FIB-&25zolP5IXVR zy^HohvV+DKzA3uC)MoJXx=x&9f=f&;BWR^}l1!X9%Bja3gN#!H!Ix6LKeNPF8pVf* zms5e-9TQc8*L|zSyon<(jC5nyxE{6NTYk`&8jho&9}@US!d@d5T65Z%WU^alWhDxd zJ{W_=kle?2tjKh&Iy-H%#VmJCxua!awOB6v9R2ng=ts&r zhMRF`eRSI+iss}NjxC#&00iw;?X>>@=wFQhd(ZqW;cMVsaA@8ihSWZ%Eb>U#24Axy zkVsLDpnH@500E-7KL_iN;vaywADV>9p{$7FPIR5MoH(9(C7NmR+t~I;!rxA z3TsTHaNnh8w4J(Ces4c}^{5%5W#f)dr9kt(!;ZCFN%L}ertirIJRWEfdLm?pBbLbi zb@KPZQZIjOACH=s0e`k(wCASOi`VO4OP4C?u>83MpT~;%f8cb3{uYnM=OD>3@owkm z2M3A(?7l1fO11E(gzxm7J_$8n6kb?J*7k~iSfVOHk&gvN+@3k&zcsuUq(kB#iUjKt zJbD$p4|}W4D-r&U8gGyvO~7mfe|UP=-hUhZAIWhJrQ(YnM&jD;?ig*aVPGRhNY%1k z`C@tj&JBF);r{>yq@T23!ygJ=n2|LN2Hs6>2%DBfX(lm|-z5`|L5c$Big>?PhAD6K zo83F?b6jhN_G>5?0w@ein~51^vXPF~ zO^QmoFfZHXY%tGnC-K$O-+W-#=WWQa+%!p(oT_3q8TM6C_;;wKjiA${vGWL)D|o}U zGCCI|f8RhFl*g&B5?o*SUA#M`THM{qb$1-=1S(zFpmpi!I{giEsS{dD_L7*5feX(E zsL1!}!S$}EM7-6s+qm^x545GcG0hpdgk(aJ{Dc-CbRETgdG)Q`TUN5yv~5!A%SM9U zVX%q{NWL0NWdgyb{QwX@frko9ujz;#@`P0DRq|A58Ea4G})JH zSpM*`;CEBGPvMH_{wiC^u6$1Tm8x2yWS2^^)g|(mJ4(kCE$!7$=UnX95ZnAh@N>s+ z40lmph~%CtQ5s9Je)a()b_vNHc&~Bzaj0omnuo>>FH?w4b-#yK(AhCxxg<{E%tUl-EoEW2OX=mx|78g-w|&lGo{w8 zrdcfa^D_rUmPm}jHx8}*IrSpGdbpXbrLucTmKiM7O1J$qCvof0@&-jXS!((k?@_+!UD5TD{qnpL#g z^J*F-mRfs83e76OwwLiL-A}_7R^Ah`w~p^*(DdYnk)(;oZNUgq zbJ1(WG%pe9*H_vnhwSZ+pQHFoPPmzFq8OH083VMq>BixXFmcl-HSZn>l~cku`h|p2 zUCi2j(!gN=7+=bgSfm-wbF&`D@}^16>JZy$zC4c3=Hff6O)AzoP>cD3h^{PBk>oBrqgUBmrA|UUKnqrkCM?q?IsUwvg{cC74@$(_=l-Sao`O*TGMU? z%Xq8GySdn*3>PyqdFZ`&07nG&I622Y!SL!7(eEv^OGwDlXD8X(dO&dC={U zWD$aQ1Nr+`w(2$_KMQL!-a#Z&%W~H7Mn3aAC8X!^1M;sL*Djhb3m|KDmrc}dl3Qs> z$%aA(LG&s^4}5dYM1b!6AA92;41Z{Ns`C9cco#%Va3&`bM|B%1QhM)=u-x;Q=Twb6JB-UE6qp58hkorjd3oSX=6OMH#35wc|=UZ zr%(d%?kjgr)T8jt<%XNAM<6L9AZ8fK&1oTp@H*hQ$@K=DK=hA>*Vl0V+}|J=K0rmQOHjvkC!Vk&$|)$3i zif$0gEzj635%Kqc2=Dxce;WEL;dGGM4bu>=`s3NI-o9k6!>6!QNrBFMQSmcrUkwva zwph*9tcD1bafRMPei%Vld~f0w@c#hp?+msgD}NGrzF)IxPEXHoZ0Le{6}pUtDi7AU zh%6JvpS3oF;b}v?g@~Hi^U66Ag2#h^2+ejn*1O^TXzKGOp3S8Aa_&nF6sr8U5L()@ z{HHw{P{%&snrIIS(QI^!Z`#YlJ{{H%+OBSF0EU8Gi)F#iD0Fu7vKKgP_&lj?n|=)Via6^4)EdtEZ#8Ls2-Z`!<;UH)Xd zeD)akS7DE8@*fHK26#RW>-yR$RkqX~IlfGsZ#i$kl;f>^3-FJ_8st`fANY>;e`wNf z{8uK4EN+=5C9!z-GXDT~A$sH-{V`Y24j5^c{t*3=PlEm}+Fa>A3)lRw5$KopY#<2w&E}K)yeC znjaPZ#@`hpVGHUyRmPH+f(-42jOrFK&ty0}@!O06@sGsqH&N360A#;{G2H3~;?C;A z_IP0XI-!7>&g?Mdfh3-L;QC2$Rqu;gGwcRS zyMzj>{7MRe{{Ve<_RTWn#MV~Y#HzPs!MeBBEuy@Qaz~qV`v~^J40`0(NBdK1U)mqF zr-?MUm^G%0rP$f34l(4!xdZWjeZj9m_&sN7W8gmlTgTAiK4JUR{4-19>w zGG0q)%dq-q2EM8IEv?I;{>xgd+I-M5TX+vqzrR-*Re2>4C_eiY@H^ys*UcXd_1grx zwD8ulx{b!24v%$hX>Dk7WxKkHP`m;@^R#Gk4;8WSv%#|Xr$_PTh2kAoP|~!&4d}Pm z4P|OfMtS3zQDcyf3WCFqoDW)}S;_d8*>#T;Yj^rCobdQ=;^`X2;)trQRY42rtaJFB zRFLRaH&)g*)^H@ZQ)OYcwFXJufx%Ftl5<{%ZF3ZUGu1TBERm!IMzD-8$f@P2!2M6J z74%o^lWnc|YU{@yE;LH%tyU@*N%QO>fSi`ldWrdR2Hq_+l@E-5fb4Z6j@vucCdG11_K=D zouiITaNaQ0HJvX|)pT7?NB;nXcGa)#wOC??VTLtW z_udNs0D>;++KuL?G+sE>C%T_awuU{@+(izckp^Nu@&yDO@>KI)6qhjA{>Wbi{ClR@ z$>F<=Q^dNii{dK`kfupWI>@>Eqj*OH(>3q5e;E7;eelNT;kKr_b?d?4EoLiQvv4lL z$sDV66gdgJu^7(`Fh+BOTppjT3BTZ-+P{Z2-2+$gw5#JKm2Y0jqMJ!+EYabVq<}KU zHmc-jj{OA}DeQZ1z`NfJYhMriS@9>tI=+=}33%l4M>Ux_?DFM>3$2^}WG#<#kp(rI$)>?5~~3u#97XZdrMD8KEMuakTs@ZZE= zv<88!=^ENw#i|w&c#p;UrQ6=$T26(CwYEdDGz2I)LRV=RC#8EO^}mVyVd6>eJ~U~U z_cH5tusz3yty%+RXKN8ADCQ)YG7BrWOqbvc1*Pyef%X3Y3VcZM4d22GT}wjJVulkY zm8r@vC@$Ue=$)`aC54llxu+EOW*H#vI_O=cgyFeu4Z| z(7Ze1KZVlG@h<&z3wt1LEH!BE3AnSm=Vy{~gt23jv~|zRUk*3L9amMn&^!(C3qsLv zu3u6S*!Z_zQEHbEXCdW{l#Rq=(0g~Iah}28@AxQphi@dc9y#z`?vXP5uXUx|`S6Yi z$VR~*hHL1*4t~<#27GUGZ*io2OVRXe=eKB**HjH|+w+jeaO?Qj=kJOB4R{Y-_@Cl9 zF16h$wR3R<7Ss4>M4DxkZH?Cx>?F1TI90}51Lf*G{{Y7yvo(d6kF9jChJG`j#}-c- zeXjaj0TdSUISU#zz?H)jlH3L05=|VVQa@DwC;V5{^nVB2Sa?47Me#3+JV$&i{5cMr zs4d1rM~9Vw=n=Bq_X4^v0oxCU-w3oFBb%Ty;0uZb5CNh$C@RhA#ZK~2SPE?G5M^TS%dIk9H`#|_hU6wx& z_|L`H+EgkENi;_4Agnh4>_Hp?4?XDB1F`$JZLLRrEy>#{OKHq3W) zEc`mR@pK+F*8bOX756!q$lHLnFo9DQ1lqSYMFnlOryzyM0!~Xz?(s&QT{y)(4_$IxV z#2QjrCCW+VGy^-GvFo&z>Q6P!_@?j9)wP(d_nRxdR%wKUg6yUDeeS0OfAy=2iPbNd zMVt-YI_)%@vl_LI!^05W>Ygr(PO(IoMqT1r7%t+!H&cupXX}dW?h$o;9D*Z^vI$m2 zeC%R)=hLzG6~}lD?9<1kwFoD=vKF%WvB21Kk&KQHBRS}LR`bYgd`WI?vi5g33ml1z zgl5L#Ip}}K=~T5O#cdAz!JawOX4GyhOgGRo#>5FhQp`J!8+Rb$itj!vcy4#_ZiTN~ ztH_r2=HB5WUQ`!mRy<<>lb*e3rqEpdT{03f4{X(UmAT~pLaMC!Q}YfN2Q?GB9ODFi zMIbDjgOC9v+<3_R`+l|aPr<|G ze$l@jEE%@vTt{P!=OZ=rAenZO#{&fNJ*(#5hHT6GX?$&j97b*}$vN&*Khl97^^0pq@s60Y4;1JN=7{7hP2G_5BJ)t5 zy9vSVjCZfntyVX?@W!EI8#2qk24ax%b-p1*d8jh=q`l$u9{Bh##;5b4^!nvHU(`-4auesFpm zjN`R?RMt>v-wymgt@w8GUk~Uy#j@G>qS&&?tso(M)KJ+VfHTKaUSs0_01iW3C zIg3QOyAoR2Oxcu1=&Z+b@KhEmGIA@~J|1|FOHYFOw};YeD`@=bRZ%R(&Hdb91{@Fs zXb15SeMTvP;65v}VeubUiU}lWQFq(sEHvssDnRTHUA5BqA{lOc6?J277T)4XO!oH+ z$Jz{M?r!wQ0DpTmKZdmPul!^1?vHU4cA5p|u@YU*tVof8$VOsD@0T18QCl}YC9}4= z@gA8SlnSfjONld#1%gb(Qyg##BXN#Lr2;u%C;tG1k4VHKd+zn&{evu|A?$Um5&Kt$!NomO7_^yfGDx*_PtQ@Y}W{8{DuC(lZQX zmn3}^eJjhf_+_@#G~1IdVgAycShoe)eqMhD%>Z!ov0LV54T9w0A96oh?EDL_N8yi) zo*&k3w1_pmAMGML%|3Mv9nvr=%0@YElq z){Wpx>rE2+ZEAfZOLX$&w_D5Tgsww@vNcjjZVv|^T3trZT$@0(vH0N?w})o9zR)$M zQKQ_tX$-&HI?^#>K> zo(%Ecv*G^$+GoRByfJ@k!KdmL_oq&2Grge;EQJB+&6hs;#diKE)^r~m{?Yy=vhbMu z28pd|&!|CfazrNBd2KjD?g%TM^u%}n026ez(>!p|Y0<+Ln_<6Eva?je`EICC0o#{< z$XB9#AisT1$HO|qm?F2in(AoKvB_oI8*TL)P~iP*mcP?AFCY8>@NK%>Sx4eMDjS=7 zw`l?095(GTDLnG={J&9NapK<+y`GcsLrc(aX0X1s`$Y47pNXScXO0&}9N@CXPCDT8 zKpj7ed|#wX`$FiN57}f(Mwag2?it-HxlhYzBk`{c@l4}D*RC`fkjH51vs$dDK61(P z=RNSnfEC-#E}y6V(0VqfIF?;dUIS|GpChBrVv!Ddk{QVNTKb;Xz@8KE_rrPqGki#} znoSqNw^P~ZI&f7j;tQWKj1dIu<)(KQ91L~sKprjd=O4mfdBE%d^{r2f`c|2w{@&VVjc{TySzN=WUPed&skRD6JAU!o>6+!f4*2I* zi}teBelK`~ZOz2cNk7@p6pk+~{#aBW;R>oV^{fwwI+m~TU-q=tyh;GGyVmtst2K4-AOF`L;am| z6pKEUsZXn2D9PMp1Ia)5`=9s?dFPF_YySWc_~%&hMdhR#ZmXwi5kYTn5g;jnRW46I zby)DexU5}&#G2iXvEvqT5~imGm8=&rw&k~Mr^}r5^7$jzK9vA{U3Fn^;6d?c$AzP{ z^E|ZECpZb_-|dbv527T^A@&Bmi^Luoy}tNI;m?KEn%Y_TheFdowWifpFZ5?7R`QZo z{sPfE$=@dx=z6b+V%L9W&x0|v38?Aw>d!68mELs)u~TbqpdO^Mu@!SeWDQW%sUq zR~3I;@V$lZt>Sdi?5}jx8n^bRg=P?iic3Xjj{p;m#Gz0JeWMk<@uDd8e;W83LAnAf ztxv&LVWng9JgOTR&N;vwdt#^#=Ta}>@7P|(NG_#o-Fs5AxGGP~-hIfEZa>{X4Rk&Y z)uiyQsV;}E-Ck)=Z*dHk)~>_=(#W|u&Nn~E0rYC(JZEgu_+#MjgkXQauB@>u94fT%|@rA5QqSNgz!+LV_NY8HET+}QaX&f+msN|TjnLe?lJ+*cxT7o5ZLNIIPkxRtV>HDhx|EfWizfYk}`*2K83MD z*k^>ZdfcgEw!=HPe6UKk@;2Kdg&5jrCUgiZEjBH0}Ad&8T)+)wMU{nX(pw0 zJWDJv*||H%R&S7hKhm)rw3lU=46k9_^NJBi(H34H@f21*1hvzwge_&^W^^SV_k-;% zC~yjZ2_OuDM>XPBE%x6Ty~WeppKz!YWK;eu$Fkp^f?FXl-w(> z@m{+xg1=~=jn*1OVog6(jqPQZ%)=*|@Z1LU#_yDmYOC;bRJ+ssHRD}($(&Cml4+Ln z#usbJD}lIzKJv!Se;Pb(;7xb_8uQ0~8rAM$mi7XYPqs{?-y$-Rj^Ja1R0nOKd?xX| z$HGkm#u{zqkkfB%(ZFf^wu^EQK_q)0&bw2LTiah;W9%A^p`|6Iyhu}fi6mwpDu6&cdBp&H!Qwr0!P;e>lWpPS zu10kob}d6tw$vEn6;^0MWlq!bwo9LzjMrW9XI1dWg*ER3Som{F(W0KgUdvySJDF}8 z`ZXaxc^rxiaw51JNh5=U(zy%&01BO3TfgxSh*`Ct6Q%o$i<^6hmdA321(h~{-!S$5 z6JEEjcrQ)(v-?m_eS4zGr)V*0Hd9{9a+_m>M{18d?mPx(Ju*+tKpI+Y#m=2A?x#M7 zqfdDS<+}Z+XfNc62_9cRDoBI^KBm1-;%~(xYvXr@!%WmXJ)`OxTD9ea%(F!PQ669z zB!$6K&rhX!uAAZL@BTmdJHeAHYF7HitOrY$Ndg$=*zAnngUj3AvV40Twx8lp6zMm< z1<~|bG$|8GH_+TP%`3?;gL~(NQXP*Sr~~TH8r*y`@lV0ehr0Ew_MQ=aXGfAvI%uv0 zD7&wUu;U8qpHD?qUO_eQiEe%p{5rPOd@(M)q4*NgXS=#^h8uXrMk7JV~fpwyAp%kdeH`g?C8AF&SfkP~(d9{{RkH>VF&WH8{L0@gr4RT{dHBeEQYz z*yM(F+`CrN9#C}|XC#Fc^B=-V{x$qM@jj})8}R&EZJXKbcv99ebjsvoEg?|bay`y5 z#c^IW(e=F>;pd30bWajn$*bzR-M*4jibLr_? z-V6PsJ{rTLctgYbhlm9C^XU+atG5P4NyZVbdxmG8P=gU2K^rGN=JAL~#Uiebe#4!9H@tgQc*I0?8ztL~)gx2ySj&?ZPBxDkB za7KM=%yo%BX-|j0vo@vR5A44U>e^NwCb?J|Mr&5vg;xN4;kn$)kzb{^{vXvXY|E-g zeQ%r@pd%xm>P}bbT)QD~@swgtRPZtfxMinsKR0|K;SDoU&~z&_4UQQ&5or7jIt%oi3z>&k+=@W`u#ET*M>X? zuFd;3_%p^n7ryaYYqyIgn;_D4k11?sNAmo}fia#{feb;v!9HjXu^LD&IEi$@2s$^KLs>7kq+Aubq5*`&}oG<-G8Zg7g!lcsk0`Yl$V9 zwo5k1&z7MVlPV)9-mU(Arz`=Fs6m0=} zbI%p!UJqo0!#*#%JtNY@YsV#|kwqj`(aB#;Ao5_7l(%=2X!UF#@+&6G%txBw01iR% zzAp7Ehx~aJt$h-IYRN0H@`)(ktU`>Rry`@ZEVfq-v<%0bmEeNk(D6z_XF>4lSRwJN zO>=iWq(ah9-oqc5*MKLTz&vr@W!^VKDp&s$# z2ZBF@HxXRM^CZ?m1WEq@Eer91@3@c3imwgA>;5FN)2)~_u9*_aeCzj2fkKGKuO}pX zQCsrdi63uAD-{KH6(_58KT4m?A$iz1>?^~53Vct8;xEJbCY}=xvt~qhz#OZw=Xmta z2N^vp+4qvi2OQ$Dxn!bIzBSJvoc>g^%3ontz|RJ$jIGAtHZBfwdhtZ0{f$O&M<#$R zO77PP*Z>eiDD}tkubX}mOfNrZ-;J88zT}r#j@=~eLMiE9^Luc%+H2hzNLb=B5<&hE zllltz{{Z%SkIndFuIuw;T+{?8nfoo5 z?Gt-(W|q)gKA#I*7?U1k&N*Z1c7ga2Uw+9cTXue`21wnC{Neqg=2rOEt40ev{{U+T z9;zZhqdwThDFQs}z#6TVm95`Tb8eR)h2gj$1H0tU@qD3k=uLZ`wWQlyFT=faM3`I~ z%^u=iVeMEPk1>Om&r-X>5_>Ip-IsyoSac0N;)YwF5TctqiE@HBL%SI6ryyt4*Q9t0 zP4Nsr8Z7kx018}1a`EZcA+0r5Rg97YTp&0+5(ydgp==T`F0{Gz+g)DTa}}Y|ELGA1 zgpyiNrGV!jHXk-$7o+0xT37H$FLWSycj+Lw8d37Bh<7T_2 zYBsB3ac^hjNd#}XVjBaZ^ZX&Pj(gXqd;-)oTWvSS7ZZKiBQ~*yW z91giT?Mz3R-ro%q;HQHY(XK3SBh=--dz8Lch`2u~*Z?Tl+BqG%*9?(b-}rM;)MwOZ zU0tLMBYpu==RZ?|57#x&_}=4H)lHJUoOYT$tWRxb!Vrc{tGTo5g4oAl#bnvrY00K| zrg$!;6Wd#fEXv7&Au=Kn?sk?xT3tZ(-w9|ommdfGL3u16>F{dWQrpIQjm;rr^(qE` z{Z+x=+moutY^$`T%g7WQjIwSAk6P+{9M^x?UIU4zifFDi`Ewr9CCJ)?an2YV@y8t2 zMu{EI4iLK0IL`Wx6GInbpt0&(sUL0N2*`mU0g}xN%c5wblX&r zs6}Aq*#7`{oUR8-!qIH5-^F&;x<#_;7jw9`w^;xTcN}A%_OrnBH6FauY2G9V!Z?yC zKXykgl{^EEhyMVtUX9^>3dYM&lUvnZNbL1}G46CL+euWLdz_pG=Z%jWkD(pul=e8? zb~)^PcrW3ES=`yYE|4TlHp(`urg6v2jDHI6we4e0QQ!|8PvO`#7=)5Vb!;1I-YT;x zjhnGKIAO>HQ*o)?PiGO5;?j4z^Y3@dv&>LD#=$&p{vqqUd)5u4_dX!-tiBp3!^5_^ z^0~d60NbRQLN{Zn=eJNOB>Jo2$kDtVrd{biB0gGbI%7{HGdlqk@RPMs`j#c%;=dFOyD*vT3wfR;ErWsOGW9nVf{zqRo;o8w=J zI**CXy`{FBqG?+dWH?F8aILMri&T3zX{xUVqMy$|8ka7Xbr0{Wz4?`)FC zr^yK?>%#(HhTb6YTS%#^ z++IojnED|)X$G#c9QbFiXd>W4OSoLoo>(_zK%lS*o8y}uF`Bjwn9H92*ga_8z z7PH~4155Y;q3huwX#6oO`ZdI|?6*tDl0e1S@CjC6Gsal+UJK)i^#1?^d=k}u9Rp*1 z;%!>xZ?A6r&A(?%?O%X%c;CXFA=3Opzh*buj*)&5m>|G!Dn&UPGxr#7q_kjio*nUP zc+bJ!5%^`Hcxkoo6X|lb)|YUT2%VzZW|}dOHzs!xgU2Lip||lFuXT^wQ%oK|v%JuC zjS?uW(X@5@N-o&E#SBOHa=ZP3#!nT?X*OEFhrTB09y`=@9U|86LbrnQ(iycCiYv5S zZ2%0jdyYA-m;M$viad4Wj~95;!yXuh!d9~X0EykeoHf0=xC+v z@i&Nm)$wCU@qU$~M?R0?-6;m46J2fDbbQGC#NE`n+Ql>1IL&!(mE)@mPuiwQ0O7trP2v9l z7I>rK{+r?75$U(y6w$2qODfz2d1R7rHfGt`zH%|t2GNI ze!Z=+*`+}_OK1z1F7DYxB=rG#G>{mt_KQsk?U;zfq&uk}GT@!6e?wW;@(;8T!5KOA z=nj9SY$C~hAV|TIc^hfZez+$-fPSK=-A5Isps*>7ykqBZe)-N%;nt_AeGjkx9O;ka zUxJWah}q@SyghTLT`K+M5!{I*AB=9?{d-r;Qt20#{vy898L)_3|w{j2vhFOj+N^l z612i#!tI;Vm@GJG%bh4ePpT7BM+_M14NkO=@0BvNk5kTS&WJc21p zVxwm4&wKD!ggimvj|6;3(zT1*JDa`wE~9Q@%M5wpdN3T|o_c)M?>`iLZ61~5?+5sQ zShY<evJ_@VJL#r((JrR1-sm7*48FF$)h+a7%Z75gOk6EdVXYG(CQ?fhsgSD z7V`MN#uj=Ev%Z+O&TV|;3OEBSeqO+X+PE)@z8=vp?w;?)UM7dbFXF)zH+OQCFq?}umMM{Q$YNlP$Ga|i zn(91vcW>Z}uMPOKR@81RMzNyXO*O~a%c|T#aI%(SF}HAHI-lX`&Uhamwt?bb+6%*) zRo=8U4-e|s3#hafQwA0jTyBkIQbAmKu_F*c8Gd_E26u!!F9*cG3HX-lSk@Cl@P&~v zYW8<8g)&CoTh8bR12`($2HZovABfX9)JaH zqrP_f8uer0wD3oRTSn3+zqyb5e){6d;#na+Y_Lw|NM#HHva5w`70KJdtnU&h#C;3l zD(n6v(IbRLRrQp)(bfrX{P{zJ8wnfDWp0^O!kkbCg4tP3sQB6SAB|e3y=8T&TP*ry zF)kz3#!4th94JyUaypE4u4BY{9;tII!$Q!ktn~fE<+r*r%;*RsdpHL@@ICo8^**!U zjYHx;fiI=i{1>R|n&i$HYtU%(qv_!am5Kt=tZIq?P%+L)JlB@r{5klc;9YmaT0zoV z#5$IvhW^R>LcF#r%sjDhst7>CkV|)<4_N)2JQD`7@O5Ci@ZPCud1-#laet^GWVq{u zjkjb*0U2B#a&uo!TzoLpQDeKazp#N}AjgSG+kw#;M(lfLzEjmaN%0{xS@bUi_|wB) z8L+jG!Em~)Lds{kAM0U_zGWK^%gf~Qco?p8#2z;Nr2Ied$lPk0+$p0hh_UJxnrhsn z?8j=V%Nr4r$8RUEIOe6RfN2dP{p2}3jw|r@$9A4I@m_;ttN63T zwpx|-ypa*4l=9J?-B;!S<9EzAck5qA_!r~S{2cf}uiEHe0-(`+Reu~-^4@7TF7{J| z7!JYr5cuv19@MPMc4yxI01$jfb93NN?AW7QXm4(!w{WT0%B1IyMK$neh`u%HzXd)e zd`Z$QZs73*I_0Wro*zpC#kJg+Mvd@#pv!x(1oy8jPmLcEJX?3H>s}_dds`b_E_p0$ z;!X^ON&+%6SY&cB^skp}G|T1j^c-K%f4gouvi6yh^(0wyhbSt)l!MfBv8etPK_E*pNRNgDd)?tknR*WXqz|QWc z{As=#(r@(!cFbrwvD4}9wqU0zKx{W&wG6_{oH6c{{U!{ z&Ztg_j{rb~to&&wFX>SI>zR<)zG$X{#b>^2_r?-yt~Xj`%(J zuW!A$O>@KWUbVgb(T`8_BsSxA#=@>&Il#?vdT|#XAhJiqahVPo22^qN=kd(|dauLH zb3xR6JeGPw{fA35Io%V0UGwk07HO)wjHQuGQPTqFLsyX~xzN^9V9lK{at}DPE8`3-@@QY2+ zv`y<|uI@~amUd<=#GhQ?eihuuENc)2l%GRbmRDoC+;i8aDjlpLGG}tD4E}Yj2o~v> z;~jbm$B=;R3Bc=$0OmY>s0&Yo{wchSV{Vr=+;%$%uRr)5ZT3IeTfzaxS>k#4{`1KB zAFXxY5zx25FBxDH{{Rws@%W*|Vf+}82kf`ti3V8xfT`oqu+Qh30Q4#4+ixV9UC2gN zzP;=7KjU5WT8HgF;t679x`19rsv&L4e|Ek8r}VG9Jasmys3w`<{VqtX=hbB0ad5qD zpi}cO^e1T_jedOirX4=p-0iAT~OUYo0MmcZ*KRNU{@69GOdX9~!YMSlr`o5=l zlctN|gL|Vx0m54t)7oYkR;iZ=!h5LHLJqB}+|LP`|Xejbgxrusd7njtyJ* zZ{U9tX`ckGyjf#;E!29X60Ejs7-Jj-if;oWcO;UdY3GC1xX%fAhsx0{{3kJ)Ei`>% zTbD2c=T4?J4!Ask6t;QeCp{^M$MJ>y9wYeC@fTFHw>MVzQ^O6sy<%33Z?{#gJMkGeiy^tyrQ9}v7Zec|5+Xt7<& z(%b3UoYuF6Ir7?1nFu|@bmOVVCcLuJG=o#|ESqBx+Co`FE;kpNB^-Mf{&ne|FZh@> zhL2HLm+V(|a7BA=?02+*6v%p!kt(!-yKeWcW5YVFfYdcR+vu$3OWEV|8O92vYV0xT zlehDya6Ny(t*6Ys=-mxV*cF^oYhC0t4ty58^4lJ@ICdt3AK=W}gH%x1KAO z=1YQpVH61(1qU2um5;r6?vbzESn4oGVGAy&cWE?nF>D2SWXAmZ1<0<7)5GvucyC_3 zmf@~i!rBO7m6r?VNX+bZ`f>jN*QL}BOT@ZNH#**_s53=vZ9UDyK`RobLI5R4=fU+N zv9xo2ZFOrL7lq=AQo$vMaw8CXclz<3wLYLG)n`Z`xeDtnn37zD1F2m08QsSpUre}W zoiDAH=|<2BgpVExA5q7aN8Ty5v%#6sK{jTUZ((Y z3L~t2hR-h>hvX0c0A7GQ>nF6*bP=FR!F1hOMb+%df#s@2`?V(-AWO9N=qse~oxR?P z7ln1bT3dlOp=#QMGXjB_BRCQkJcR*z``4Xn4?eEG3$}vNP0~Xz-HR(a`K-V%uv7ro z)V~xwU#ED7;YY&13|nZ?+F$rr!+PDr@E64o;T;0JMg)r%F~!ZAK02laRw;ZaMA? z40YzUZS}XB-^7|qiz~2Y46x1jk%Ekr_W-aXzfScOx?E6r^GDa=)hs8zhTbVwB$MTI zAPGR{0H`Dt?LZvwgSE{M`xjmC4~h0#M{TGz_Jyd0+-we@BaXVcSF*nvR4C{ z9n{_2KmI$mylYdny}r5D_5D5>p58lX+VLX5E}@kP`r&~;Q=ZkMeXq(i?-6PGG_PT8 zb8ffhD{=E-;ZW)U{t=QJ)Mx8hx;CY#eWuRGL9%Px?Mf45_WcBqI_1%rj3^;<>yRmd z-1v9L7Fv&k^*txWHjQWCOx#+I{uo>7mvLX-d`s}u zJ``({_Lyz8A{)!+44re=?vclHTqWLtqTKi<`&PBpXI(h#;k)o;_OSSKNYpi}i2#dJn<1k>z&^~Krynmk?@=H=iq!rU{3X}CJ*GXk ziM&VQYwP!!G{)Dhr1Ni>WmLomRV~w?ClyM=!QK?`hr_K?QBR4!AJvx9NaVKBbjTW6 zCAd~xt;u`_QM8?$;DKGghrBo9j|==e)$eu5?DY>6UC7#hhAdir(qCM#%q|Ja#~r%7 zk^nd*M@sR%BSF$3_{ZQ+1bCL`gd<=-v;p(Y#-I z=4uR+y(7pMFN{{VuKXubrncvr)oBJm7%_g005_+oo`A;x+b z*t*E0xM7}p_=cfcy+o>V?!qLp`mgOEYU3VQ{|<3M@8jyy%8 zctgRuw}Jd3w^us8rm-%$s=N&uWlgNGM6J%wGF+Z=YP25?JVUN{YeMj)m8HF^TWRA_ zn&w3;8c9jvvELX`T})S6eyykJ7v3<_Ur^Qb_1&jxTRFXpEEQ!VB)Sj){5?f|S*Lhs z#6J%{6@S8G;;k$_wzqBe(%h6-VvPAnzukNQxH-n-{p=7AfVCYJ{3WEtrd*Z(0ED9A zHEYPw@nsuwsgAqIY3!fI~e+IrK_$&6T@b-%G-S}$qaKdOkl2ylK3Y|NW4R|kyejX1Te$iJ}EvluRkNhN($9E9pNBO&LLkv~8N7?Q*J!v2Fja4^(m3so)#yL9 zp1Y;^_uy~C?;2@~3>Qm#shI4gCwoT}u*Mkk!C{P#?&AdWR5Wq_0JDCb{i*vvuAgsl z9lflrEOGpWywFw3o;&=TzYN#uFO2mY4KLsiiTq>Y3*g#JT1!N1MnbIU1ZWkz<$|7l zO@4O%&E`vM%l`lv6B0#dab-Lh?4o2=Z%l1-`PbMV7yMnI_;10m_)lKHeLBM9#L&rb zw($p)z<|g=QgBA_na+Nk(nuS*@rr4q!v6piErqtLW8${Gv0YB$T{cqjq>LHaGOREo zASus6E809_(b@bv_&B=t)S6nK3(n3}v%Yneq*z$`5OdbN$*0o1N%3Pu@inK2Ewu@C zb8!vbq)L&=Zy4T)vTRjS%(*-c{myIaFN|LguDoUYFJB!p2#x25VN2~H(+AE}awSdK z$IThqKi#GyXX5>$c-!FzhxFYhI4*Tt8#{Ziv3=&6+{PMMg5-mcq^QPs0beb6Z%Ebk zp9>|yw6LGUcA`~=@foAK)5Ny|6d36uZwT1W8-;yW;Ei5wW8emj;xl0zjVr=)+d(@8 zGCb|MHuUTt82{hc-46Hk)X(^J(od19JdwfP}SRCy4w&IimDv*|z{ zP2sq;2l(mXjU&VbQ^E_aNvZ*DFWN(7Y>+D-@6R6K8@n*Cr@k%t!%v6e#ez&(?L0eu zW_4Qx#@m_h0)mV>6^b&M$m-up@-K#Vnxx;gM~<&=JSS;o4Dq(BrCPypz6l*+7iVe5 z9%IDKk5?SmwqM(LMlXlI+c%4CtLmDZuMNN3CQ}^ua}3Df;2n|fXE^G3Jko3lv>jW- zdSAthpN75~n@^rwn;5knH&D5gBT2P#-@TS1GSh_$5PI!Cwd_-9x_5(o1*qESp{LZ_ z=a&9&o_#|0W91~XIs4qXeY}7G8L!Sbym5QsUl{4SmWd^zc$VIKn{7h!%&dW(7%3+l z?JI($o&=05=uZ*+U-37F{vP}^)b*dU-)q{Gt*YI|(TKvtyQ7OK)RGA_xrbxu`>%o@ z4)t#e!Kdmz7qOn=7y{3G0c&fCi5X^T5Qbt&@1C{uXT*Qmo58*oJ{<8MhI~WfzXu`L z?c%(i-sjGa+`i>WFxy5$lmj{Ck9zel27b}HcD<`v>DtblHJt8b0%)UWKol|DKpb&i zpMT>I0&AWb)buSv>+M!Ih+>%l##A4?2;_6fG}E|`HMjkqv@5NC+gI`at8?)x{@n<- zn)(%nA-G_<3HO^F`w|US*MDY@0cvtQ+FZK-0Ee9NKF4+DMlgT6{l12}O((_w0PuzC znqGmg>d@-G7`%11(e?I_WgGY*oPT?Oq52$w#%tRaCTn$Ip_PH#j&sQz0q!Z>56ypx ze**RI2Ke8?u-WUDz95TPyL$))&APzJBMs^pfTdQA(s|Bywwud)UY6!4L$mNTi0giBe4FG;|Kf-aYc#2;X>X6-8csK3O zZDV6-3BA9XAOxuzx7<*`hIZf(axq?&r06ZCd|=R@$+puL-pXf(OS2!jutCBoZ{u^E zvys<0;8)f9*MeKY-vYcKm&&tvlJqpXmC*wVTMo#o01BYDMe5s+O8K`|)l$>Oz9!Zr z-qC5AP*IM4W*hh(xeNK40L0hyofE`bZ^SFzVkAp@OOUqrTyBY?w?H=a&&+X;L+WeA zycH*kd@bSKb}Knxn@KlvMwM*bAQp@0;mh*_@YpY2vBsm4a)AT@@G;2ekA8l?{brotg&A7NvSTXwN(ucdJ-_4NIT>8@Rti6q4l+Hts1M8v zj=QJ>6U6WxL*dT9VXzgR!ek!*03pZgUQzHm_}%`^I!&^Jn@gLEa0gL|Nyp^hp|5X} zFm0qp#u-YVq2v13&ffw9Tj-uM(FytNJV$U8?(A`oVX{shfCA2@L*S)9=RhbzJUVPfQVkUo&`)=TEuu3ymQz z?d%kXTYITDvc4C0VaX#W{NQX7H+2617i$_HfTYp1{YP!J#pI0f;AKY83D2qLpGw*n znr5x=j`eJ`OHDp)GAP<@N?BOTaU+nvSNsT_*z^_T<8#Q0s#r3dZRF>g^lSMow9kiD z+BLJoa6}^J?bPHo%%q6d{@JJR{H1b9wk)@GP?o%^ZC zKFHVh_EV+1EtJGzAu0opsLvkt?U%9LLGZ`Lw)c#Z-Y&6bw-Tb^TlaX#AKm0}Un#{b zkjk?}?+l7Q^0p5d{{ZV()pt6zuBji6tStji8fjW>@Z5S75s5MS(?XHqvE}tyAdXG5 zq|L*TjF!$Z+z@`fYLwPjv3Ql>Nc^cXF$AhW1RlKekLgzYOKNSrcXtdB6_ zemjTcY1*nydGRB}S1~|kmg`iMTfzXwH!%tasTG%_*c+p$YBND3R$6txnV`87FA;HZ#S z+H_w7{ux87YP_k$cFy9I*Gd$7bu3kg( zfN{9z1PTE1kBR;sxzc_uPo?X&VRaz{M&O1!i>zT80q@F!52g)T)4V}(Wu?KTS)yBM z%WU@IHsFxp9oRp3*G=NBD_zudi+yp~uB6i85luPEm{5(V4oTrp%bqc}@vMvS;L+fF zTbOj+R@+y14GqL@u8zfGUzyJvepv`m0T~%I0jZ~ID+h(N+a!@LHQzN7C>Gm%mj*<} z3m%Juoujy}*TImT9#0SkxwlLB?@~)UmtDbRi~@F#O@+AWT-SoUyH5~m-Y>bgxVV!- z(j;v@(m0D5E@Y3(jrch`cN5dKX83O6)hus*+a=7mmiG4&Gs%@cX3hy2>Q?~$C6W^5(6o1YrPP+p#0QF4 zK~*dM!v+AastWoZ?^tNRX5BwSwuUvo)(O+>VcW{{SfIz^|=5ZQ*-O zcfdBDGmg^3RgHA`8Pa=yFk6`9%1j4RhiF$FFx{&E0Es+3d*cl@(oYIPruxrPhVs%2 zNHf0P*4d>?2Cjqqh=I1Q1NIJMq9$5MfvzGD+`WH~33Mo8m^baRf$Yw3kqAPhZvD zfn-h0yH_LcFl+(I8?tkX@BBF|R`*(;!!29wlG<46D-Z5&i6nWE$f>~KI+fkr<%a;8 zmcaMV5PW0!gYkdjt*l-Szn|fk!+#E3CC#3sA!#MmULrqqpfCnDIp^+?gT@7VPsN`M zYrZ`Fn>=%^>KZ%m*K9;-GAJttmIEsueoe#!pF{MoO89s1pH0%VQR6Qd+uCT_1PmpP z&f*ZUGN}1?fIt9og~x97<{HQCDX;j)_J-GVuZCJCm#O?H@cxBxd{?SpqQM*vW0M7B zIR^wT)bE}M&k5=@u6&{J!{W||fAFWn8VvTj?xEsqJuCY^QMZQI%vj3E0!rtw3Zs+A zIrh&d<6jx;z61TEe0eW~uPpSPQhTxHUtGQx-!WmGLGSy_s66Jl-BaL)iO5eF_(N2h z$3(cdj%%q4v{waXRr5Jhf~14jrbjrdx?jV+0`K;SztX&KF1f2|aid%bB$bOwQ5VZe zB;z|BWWyH%OR$xC9(mWO+d`1Ay)HR*mfy+h#d8brY~`$;Zr^xYcCVrB&`qga@R zz#B*`Fgvbm=g$x_Hfn&`1#Rkc#zl4?4KKVYrvABjS_fCQ1 zPZVf+pX`;OX%|J!N<{uI&fqp^U(q&>yt z#weJv=PBkE#yH2d0CrkJTli<9%@>wZ))R35$73O6Z57Y_LJwb9z^X zUwD66*M1-BS}%pJ99N@wbHaWkxA;GOq=g+V~AW$>HJM`_7+PJR|cvs`#@fGifEIuLG=(ieZjR2cYHxS)K%e^O$2cs_y z?mqyS7JND2{deKFjZ){t78ZK^*EYPZsS72#Fxw^x2P5X>oO54ASa@ql{=$X}i-8QH z+%iJjUCO8&k};0IO8K`+@IS_DABwuXek=Hwr%R>9U}d?vv$6(uR(-L?5rzP12m_Dt zuA5N!b>e%CV&v+-9K1@DS97qq{$0r9pvB09tc02DF_cLJ z9YuVt;;#yLo-2zRFAMx%gId&R)s$Q@x< zbJyj^9nUr9@_44>;=k>`adV?XZx@9uF0AK{{`rWtyf$%wkb*OuPdvvX_>>Nu*AL>$ zKN#!!o|UI+v3S4Y1-y?l+UaLbgHIAlio2OqFl>NWFk&)0abC&$H|cO&*rt_xU~I3F z%KAH z^_#ZyA-~cjXGDt^1=ZeGlf2BU5 zCyF&~aseI70dTg&kTyySA@#<4ci_+mH3hDxAA&Vo*{tm@r@Ub;-NP@>5P3@>PI??| z`ewMhLfRLM?KL2-Y@}iKxPbm1@X*ucnI3PiYg!8NSPA9ow4&oMF0PjyC(( z8Km09srZ%~Tg~!YleLvtu0i)5C|iN;rg$$SH`cPP#k-(rrH_?yj>o^hy%oYXhpl*i z@_TJH((1=Qx<&{<@6#ZI^dNc;v{tubc4z2>PK|1k!r4iN?17wcIR2GORMjl>eIVaz zH%%3;c9O9cW9$Itmdi0}O=FQ9at}JxV}Xq2f0?Y0h_ zH%_?Mqql=hy?rDxRl0Whfg>5)jw`-Z^HpR!mPb(7$ME(w^F`o!FC9#K84BfDGmp}} zR`=o;h4dc`z%Os2p6VD=&a|{$?nom6utq-`NrC7}HmG7lj+pCTGkiGL^xXsEuf{mF z3(I>8b=I`od0BtiPzEdIX|=$7SF2xY z7dJYr*HUhIR!j*_a!KPno@v|e9T=3SVu4tB8BTcP~X&I%B7h*FKnE>@XE;@SG z%J7Y{+dZ;BN~ftw7NxF>n4?R^!Zk?Hzq;Sl&Y{3lV8$ViW>#gWObi>Xx@KYf?u$M?9>eR*_$JcXOYw>+L`?j1U`(xZodom<$dwJwICazlW^@ z__xOrTwKNWhtb;IA;-+aS> z6`C@soz4Itet93{SG#;+(UCQ$wuJx?*~KJLa@Y!X5%>ZJ;a(@GSS5|jF+(FyAhlMQ zukp;|?hj^o*M%)SQ}FZQx5FfR&xMXuZ%QDNeUr?R}p-z+*6E~Bbz8TYHn%75?R}t%;JD^!KI-xj9sP;C9#rLr?>8v`4gI+4 zPpxv^GSJPwizcNUmUhz32#)VblVMn-0b@xbb;#Owf^&jSE6weslUmpBZglmN?Razc z`=(>KfsZTG8%Esoz#jGPJ_ztvg8Ww(_J)>qjU!uz7B`wKjxI+7K6SDY{*Zuu=)U#| z!JrQ+(Jl46>20mFqOr)a0@rOW!5`iPZuiOj>!X83OKo$>^CHyqdlY(v%Krc&65uu; zKQ=+>Uc-CvvrX}zgEZ@{16$I(E3eNq@WZCck8feCyi5>?C2#dljQ-+90I@h?aaqgY z*t|XP9^1qBvsid@#4_C%)MV9UDtDZH#UFd3kC!9fmB92t99RDU9b$$wRj|-+rJg9l z<+nZ*W77bBwZ{BE(lqPei5@KRr-*d>X>9bJ1K;rTB&J zblnCS0gl>9Bv#x*bAU(y_wQ2JA4GgMjkJioQQ-Ye)ap7wnlYYL;*bIujP%J-j)Z2h zKW8r+Tlg!+moRJgQk^b1uAeYK_#+w2YWJ%^Nd#^<85P9@Xy9=b6l|dJgKN@ z!r9?7Z84UGS8*edLCX)JuAAV+{{Z&?0Ko4IUfwp98|d1JyN>5jfm+%*6{KZp$>U&W z&$k%#riQmTO;-C$o532~x4&q&@gA9YyBVV)Rb!B!L``*<;Jk!G;5bbpD zgH~P?@b-&s7mOZBEhE$7i~y`1gU>gp1Lhocz^`Y!_$90SB=9eXel%XnWxI~mldm$xsLTHS3z^gnSMAHhfz6xAA|+nnc&v7M>=LPVnxTYitanAc(6m8O95D zAOo~xoMR{UgZRgzc<|dD<{}Bdu`uy0)dE_!18b>Ik-;64T}m^pP#x17y`Y2Nz!jTBcLabukDuiS=3%DT^mcWZK-)XkK9D`$JV`5K z9;2F_Lgu!=;+XA!XTJw%mv$GE>(8XZ&!$BqL$PB4i_eZyKajrM9oQJ-H3o}q4F3QM zug{1r?LOT-qHA)!xGLbX7L22IAvS_WJ9^fhq2XJdJNAFQx$z|9{u0e{NK?c&k-p?n zCBi3`qq2zGX8?5XnwI+7-F!oFrL2z~y#5qumu~=VX&0}q393rW51X|=33#(y_=Rtw zSVwm&Jc{waZj7lXnoNRJ9g&(rf$4*uYmo7jvBTm200L?jT7BKE#jVz6l4wTBrCX`n zX^9n%qb=>y-0$V&GPHi3cW!)k-oEs}_aA^pOHYM<$Oa|<6(Rb6^t)lQQ=>PJ_Vn}2!FHm>wRAC?&d|q$>jO*!P|xekNeW#28Tqn3hAW?*&fmp<@J9JBE-VqRqO&@U zlxxXNm(3W@bAW$Jv!X4nr|nDOe*)UuB(vxm6_xbU5yQy#`_BirBzLBm9=qdj5=lRZ zX3_Plo2AlV({4N`e%9^tEUq@C!x74`Xzkk|^&RWOKWCj&#L)PnKfjWs7vC#16%SRTfPga+Qoyt?e-+fGtVM5a1TPCjZ5&> z!1%vd@rJi`W9FG7iUD&G*lg~YtU`6bt0yxY%G)Q_t;pFOx*0teb98(|j(iPka;;&j==V6dyofS+@sJ`OQw{?8ep~0L3~T6bh5rB#ycw?eM)SpZ~Gq3BKM}hwUXnzEJPrMS^_+Q4Ce`3^9-sRW(I`%S%w+MU3 zC{--IkK#{b@q0&zd>V^XxYk7Pr`$(yV0czC6L5^G<0m}l*0;VPSlBo0h2W`tK?=uU z{(XhYOcaPBy0)GeS@JS}dST?%fzEtTVVHnHikV?Q#nIm-e)Lj(9%#J?Bp z1>b<;y;NcL3#Hst^@;vQ&$d`s(Vi*0p5smMyqAVkcsw^`CN4g9A|wR2d}MLQ;a)4_ zR1NUURkwYvv+R%N{{U)5AJ-HC=l=i@=3Acv={8UjB9cg2TrNRHbqDY{AC+h8{{RrQ z?+;q|p5_A$#;biYS=d{S3ZyC!yRhxNJ_l{J$$U%kWwng!pjb$+J-w_^w5m?f+k>1D z>=&hc`6-_2`bizPw2oPsy0_QbmB(Y(bj$0_Tfmx@uc$V!J6^*=Dm5pC!h4eD1(*G1KYSHRxXslg#mp zGkWp)Q;XD0_A8uu_Zu=!bB^YUZP;O{I8l&JI{KO`pv?O!XhqRPk<3#DEUury*QI#> z0FAyOSzP#QQ1INIZRV|SDDtI=N~D+{#9IU(r4&~*jSrH%Q}Jc2?&X3DJV>e*P<~;Y zWB7+7^{*ek@#e95jSNL?;0G(SuRVFjXriL!oV3#2U&)u2c}{=jqwfB6`&%}a;n21U z4p7lWF_z=gq6qRgI0uhj4QDhGUCRZq8@#K1%rlOMC-WpxMK`b+tjy2P1e^isTY4N) zrn{%j5~D~iLZEZJXbYv z46@5{5^%>D-P1hd@S=(V-UcE0Y&xAzjt-CT+fvqxf2Cirv$o^zjDsosK&xL3ZLvWwz%&xUmgWPKVL z1-ZC^FvKXv{2%tehtj)05%>dG@b`!<@3i}%04_Brw1t0&JYN=a6Tgp(8$kcdtmgir-G~#-X9D{F;5O=E$dgrKFTB zfRxAw19s!|qKaZU-xX>0`i1w2CD5e8={kxfvoh@yK;cl99dZs%JuA;O7#>?0^(ceM zG!hRv9DtLiNI4nxKa~_v2A71dE#khkGHDRU3}Bh2SKMaKM?!e(kHWoIRMafq-CM)j zdubCujeTo<6y;@(SY*%1j+ka6JY;qBqKZflqr5|-c+=t!?A`G0=U?$go2P1b`XAbK ziLLbPMLV0fjfBMrWo9F9m=v6x^ya+Y>%*QP@J_K0gT5kKwe_s3fuU=pn(ovV45Ay5 z3Bkc3TLZBx)`}@D!00?(;W>O2@KX0#(De`PUkzMnmrV`ik(j0hqy$Fs=Y{~|AeB9H zUTga~`0K&?Z;EuyBU970IQ&BT>@(Qkz`%j`7t3+oNzdjeqLjA-+k8c(>AoWIM~tD2 znDsp>&`jh4pue8#5cVNd5D)uDHGjZg+1?xYS$P{o87<~_xw0AAaRjAN)bK_MIqS$G ziYfF1=1UDn!`>SB^`+`s1X5es=z5`&)>V&WlA|-lmK~U;?_gWdSJ1v4)%;m|s%e@| zpKE4x-9K4t>$v>E8I#L(x2$j$n*RRa`MZP)<}nz_z;nUJ9c$qI1L5C^JX`U}thL>83E|T%TTr<+>9u2Z87~+a31JV2+;Va!k#NHg&^?g81BD4Ph!ar#dA}dskmzrnDAdnT?7$um2$QAGY z1=J_;myfSJSAA}SM$@f6$Kgw97(9?d`7+!wzye8}7d^mjxdMtPj^K8FF45Cm@HVNV zO(2bK?TlfE{Ig+#qI>+gB-FTru@4Zi)ftD6ht11RqaEL-XFgZPm}6yD%w z=w28Q{CCjx?A^y>r0Z~6Y9(4(v!K@cy%^ zK_+r=vRrQ*9R z&qId{E9u|as@l^|_(kG9KT((L_S%*Fw$sX~ys0s)QLz62fr!tp1A9?LIDzu-?Nw!| zY8RT#%%Ul8G@tCKF5yxDfUTI{x3L*2I6UJu<=?aBp$*^dL*N}&_foj9i%)499Yyp9Ao`diV6Jq?V2d5Y!bRYs?$7G;hjzo30!zL zOpez`@nx)+Zj7EuTXc<~SK0;x85wfCag$yl;0-rg@el12@gBy+E}3^Ix76&S7i^0f zl=39WP=9#dMtB$*9MMHIN$Q&SfV>T-=vs;KUxxJogqiavi+p8q zr~FscJTc=$hR?+MR59AgEuLhyxk%6=NPrBd$`I{64t}-s$HcFQT65Yyk)|1>F~#Q1 zJ0VaC{oH4q?!olpiYYOlEi=n^s7)-c%_N6$$o`26u*IQ(@jYABQ2lJwelxTN4 zJ-{Cd;I|hrw(IwjSX$rrs(I(k?zsLM^dE-Nlj4~QjNo(s0DRF!THMW^pK&4c*b~S( NQ|m<(R;`LB|JhN}=>z}( literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/dag.png b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/dag.png new file mode 100644 index 0000000000000000000000000000000000000000..48c611a06875b7e678225a87438553e83e497ec2 GIT binary patch literal 18852 zcmbrmbyQWs-#1De;2fm8ySqdh>F!oKrMnvsjg+K>bV-VW(%sTZNQ076(jeU7_dNG~ zpL_3m|GKWl^01jbd(Z6I^ZkC}dtx=!6)@4s&=C+2FqIT#wGj{yX~B;I6crpftiLe^ z|H0f8jXV($p5Q^qI+v^&78LFv@Sh+fLSy;PT+Hm>1h7b#LH2f&QML0M#j~{hUO_3FBc!31Ud~3jhKhE zt%$a){C}SgeiNsA<>loj!p-gL>&xZK&*kc2$IUA&EX>Wr$IZvb30iP^`nz~p_;I>; z(*IW{|93yKHl9`<_HJJGt}Zl>{aRSMdV7h}(LG-1fBpNf`}DH6{ohw|@%-;$fdO(q z{)L;Di--Gv^$kuHdps&4br_Mevjk7NJ)I{(#P^OdWYE0_fjdn+Xu zFB=bVvX{l<-AVBM_u2pF7XROI; zWm0PcFAwc!7z6!AIh!>*L;j_T$1S&R=Lhc0>S(+%u?v{~V8Bf#@Jh36IKD(?K{IsQ zY0YGvft*LPZJWinwtY}cE?4JO8!nrzOT})ln%bVVB{GOnrc1jP8DHav(=!t zBWbK}zkSFrMR_g!?`+0?>5Ka(^KPWYCTH?*?U`agv0{p{MygcgGdo8?vX$B)Us7?L)Be zNuI)o+s+4i9;%qWtHA4DnT_w>AAO!Pf*A^Y=nJ6{-)^misz(6Lm{ znbqmmaEAf1PW`ga&u^DUWw&eeNn+9lCfV}T3bl6vxCy*G;Z05p(sud& zwz&Nll)g(+%_{+p#!co;Bu-5(%VfT*rq8c2b`M6_>pnH7QXO^Nx`1V`cRN&&$YovVzj!R+Eu1RNLZrN)(_uc&gy13f(?89taRl)p zp2yv2_+Ia0r<>{h%{63t;Rm{7bTE6CpRA-InpuhK(MJq-IQq55MzYbb1$L6jpSgH3 zWqK|l>nO_SiFg;qb9ZD-;!YJFU}I38gC!8x9zjhfugCJUFfhy%B6)_dA(leK`GP+d`2Ko(wn*-Yfr#nf-{0(qQyCjvH^{FVint~tIZRq~)Ap_! zezH1O1<<{9to<4VRyJkC_%_&Im=uY>bX@<=`9=QO;X9tw#cF8i-jAA`+(C(aH;)CI z%;B@`+SbEV*VnXCcmoAUH$PYJnZ6*=GmD?k>YSa;Xbkc)^Za<~_yeaSCt>ng*Orcw z)CJ`y(yTUZt;H~U5AgYCCRo$q~?&+FbBxEs>^qYk~J#h|j6yglG2tq;2`%`|1Z zGN0;Gn%uWY*-X<>PmvI@?1S1f-*HJRxE+ysSw>c^Pc6DJ#}lTf&qf*eVX$LbU25mK zF+W>M`Ng|0fuX|cuH^rHY)vADeEB#AFK}E^wpa3M{n>xB5dA2b^r ziN1eRV$LII9e_RHU_Q86T^efG7*5BT{KWr3-rxSS(N5#b+Edr|^9(h*!PSu4Z}mk# z#V+Qp+%NIDH3jdx8CDWoZBZ@!URe8`W!$#$S=V;n-+U4HA_UreYn+fEZ+%~#zZ!g* z_X$&lyunK-TOzo{;#bg;xG5?BSkUHS!zV|uq8TqWxlDCgrpI^i#}qNx6BsFZJet_C z*~%<>qav`ei5l+wQD)Y-3736WgHcx}GP3+hO@lcijLHlPsEgnDBNh&oXRp5tzFeLw z7^k7aVc=9bal-A6*^y-=ONdI2>$utbFyDx;E+kb_GLI>-06La~MALmPfiniGqEzo9d(nkH z+^)u3$5)av}XbT#PI(i%nClp)DyRs`cR-BOZ$)*!s{YLa8i;ZF0$S#j@Mzea- zXwfQ3JZ=`b3}T3){`C8&Bh){JY_Cw1^{Kr2M7;N6poc+N!N?*Ofat{tjic5)`GA!_zCfYAx+G~F!Y9ZOHVr@1X1J}5B(&r z0)-UL^+|ER0GbX&Rgzb(YnGGJ;v7>Fy3@oX*Dd-%zlM&ga;81wjI=Cw+&+mP_sr6# z5OEB3wHF&lhm(g^b+b#iyTqspzY*@*aUE5lqb!#tt&u14dB|!W)nf4#Y(|e`Qxt~o zqspI`#!0mEb{Og{XZ9Hq2Vh^Y}UN+!^paFqzPB~i0v*$Sp%F*C~xq0w*H=k9FMD4nJm zW#MF@l@QFrL^w&D%jj6(-EJu>*;vTP_Z(6NS&HTe`q;IBGdpL#qIdjFP(u$PyxP>0bhukN=bwr_8!zXl-W8P&*$qHLXL!&rGMv)5Waxi+h{}*oc~oncp0O5QUM&QCn%S|msJu9ht;Qsr!E z>_YgsxiJsQr1BKRbB}?jY-n?-N1}r;ooJ0 zW6rZP>evrH7ukPf2)mwew`pR~=Uo;uk7Q^*<5A>MW?m;F`u0jig;K-|#}l0gy7QWY z7PEv#l|65C@8auUs6AQ$X_lF}$h!od&wXoIFq`;(&k1n@hL;Bf2%c>AqQt{OG|zl6 z6@^oYkVT+|!aqyrtz*r9BIn6e{W`TidY;zLf@XqOX1go?-L+SP1bSfIfDvnC-Z$=fS|WyrL|TR z>mhAIuWkX&i^T1NNIt$^v z(&xP`LcMXuO7R}Nn{OFCe_#)b4)4Kc5N!{&xwBZ!NvZw}>7W}G*|o>76AJoweqjt? z=n3RWUnAt}_0fwWEwP}~;lLi=34N%)8&@6WDNb09szl)D=tbX~Z{JW4xmri-{ooOW zhSaNFx!yfQ5wKI}ktk?|%I;Sb8dfixbfI3N+EA}@*7nMBUS0M0Hz&R2yB>_WV;a0s zGL^HP=wawTI-@`)74o#e)&iQ8ty(UFxIf~u3u z6hz594I4J0iCxetq-yOR4w{h?)uF*3{Q`*S7pmtl2_iMgbUO%Mwq}0(=KeNv4gM)1 zEJ+gewaWa5dXhgUnF4`wG{#UC{L{*I^L==*sn1cG#{2IRa0sI6*Xe8syo5}cP^a8V zxVwy-6)7(4CA5NJizxM75?ujw3m(Q-m}@?h3D8*=C%{=>BTIf4Ls^i7X#pf-oHV6YN^WlPckt-VxqkcbPTOU4Iy%_Bn1>=EfT<7hJd zA1)#0d4wKq{DU+6WhADjgxiEgp2t@c?0yj{t!MT6s>_1{5`%dL`Mk6|G&a(r;p*G; zuk5Op#tHWQmX^9+@Oo3vTv7O%?s_>f69trk`}BYQJX@3M`J4tDQe2lh7{H%C>4`_E ziT!w=$U8SmU;y*6V3c`=JK2vTMg)WLM=+7B1ZRulYBGJoewN|RtuiI5_2;Wj>7nnMS58_4@Y0rgynDQ zEOkn>FqE0L=Rik8Tn+@&LROu!GzOK`)$=jKsmph1YpvtL&}U8*wb0~5d~it!Lyr&C;u zc3+Pq#*02JwVx?d3c8_-J&Te}k|S71HU9(0b>DrGx1L188zEHPc%~!kM=9_M$6|Eo z^w;R_#ZOmeEPqa9hN3lT?d{}sUg&DTKIdabpMbb7b$$BF{`Xk6eeu-*A9MtkQywU7 zENSr98347EyR3bc1kb)(RQE5YGwp%C!U}hX06OZ7;|}KZ>+%Pjz51$t=ljFRZkV%= z`)IaOXT!>%c6p%Jh^6`O1-fIO{?Te@r&QY&dtICMVq!0)=!cDwujGDTQle`xqQeBm zP(EiiZ1zMx!Mv#~1)z66fl^eTYs$>Oif#L4lM^q;E=m56g%XdTgNDJezF7RtLx1me zCaPE)j5q2rQY_K{m~ee|Sr!p|C-`bIjOPKh#;7ss-7{CN?HJ0CZWQ7n{|(7QsBWb; zV*m(JjN`(VVWD8QV~5f27cr}8rM&llyr~7WM$5?nIjn^lKES0L(FbNd)9_r>_fWOb zZi4BoyGri^URfQDq9lO2Z%RG${XVlUUSrlx$b5qv_QdiQY=kK@UL;WnYnRyrfJ%G! zh#l2kwTwF=PnR&Oc}Zp~v}EqXJXbq{cL5mUB7nxv^5g1MV7Xz>=$ij3vHsVrU-JUe z??v~9ls`(p+AzgWw0^G8RvMFBkYOyIQ>wu!-5rg>4WY*P>$F5srB3<4_@7}7$$zpO zd(+O%%ks@j9`Sb;=@x)05R9dIh<>irppMF*5&BCZ^T3F9$#L;hrJ_VrEx+wp0m!mr ztzC$fjxo?*VI;>wlsxY5u0OeN4$RXlYKf`Q^HkJpz9N_bDZX=x%{Z-0lx8#*rECe9 zRi@yxDFwitXm;OIKU|?Tgv8WyV34D;Tq&o=)g4})Y{s(`77|!5qj0|X6q6`UaY@25IgIG8Ggx()Dl`c=4T@5SY8>xV zUm6kSV3WTh{ju3sx;enJG=<4eBMd|P4kw^Dp1?;C8rZOpg<}DzBY^v=vrR7E74J!>G zxVmi(GYHU9_G|vjvY!wipU!96#Jm$tGv2c9&b^t$%y5Q>&HY!sLVjel!h#Z_%Ig;b z=nLIu7n6t<+V@+GR4KO7*G`}MTmu(l5Y4Y*&%bSdCO2$NQIOzuyZvdpk@BL$vz6%G zd$1$2ASr?EIt@b5UJ5?ngN=Vkvie-*aZiVUy;AA<)JyPrjT-FlcfBtY59=P``%cx&SM?deAKN{gBj8v0UY7^xJS!)k~4`QG;r&>7{+kU~ivCW3G(P3W5) zIew{k-2+NI`G5(0GY&Rt3kf&QlqcPYq9mjw)24xc7{_)t;EJ2#U{LaLT;gCQ;Ci4r(K6TlUxZph89Zf8hv&)JiFmUWsZszaQp5a>y9M5px@cIWrx zFKe<`4UMzKHgHj+cU6@PX{fmsk~iRfWH-XMUb`typ1Xa*T?8p{aLo;O=N+9$aWqvx zjF1QV`N6_luFg9TnAxVI6w(!MIvi=92q0gVi*tgA;qCPR>Xom{i ztp|Loq&N=9WpjXYJNXBW)~3Vc3gn&?;^ODPnuK{+Wc?iBov54Z zERA>$LcGpdwV9kRnLapx!G2V9hyH!@icPBwJdzd>q7*8OUtDD`VqSWWu$C*{c~nbu z|JZK(JN`r*S(-n*uqYAGz+V+T0pa&fc7gJl3x(8NDS{N$e$v{ZGF8+19p4K=sVzf8zTN=Rkr#J6 zI9Iq$&+405A*gU7Iq^rP$!J*yM+)+_TBkgb#DL5A3(t!;RO^cs3!O2QyD{H?(`I21zlnOqz zlH=N;1b`22q!U1o>4-LA+#zlApCyBDycR-wXuB)5isd&#AUe-V*Juh-HQg2?gs6o7 z0fL;U5-qTbXE}n<6OhhGx+BL#zqa3p5>?_&<7VMu(1h3J1a2lR8!QaDuBZN+tgU|<~x9iynvp`ON7rHCjxz;<}}MtEd>1l|M; z!lXkfBN0HTXS;Meqa;9S&%s{XSIq6uluZ}*hjw!?iFg-UtJ;;YwqIe{AD3;rt|Ve3 zo!_?tmVk-gU*Nh9zU*@9XfBlbytI-E5~|)=$E)xh7k%%UrPF!7K1c# zZtCXFe|+an!ijoX_mrxy*4vMxFQ3`VO(=xhtfNiA?1z&|+;c$U+k==6nLq}VeE~=k z^}M|BnN)EieU$#rU2ft|?iz|wF?PHF8~B(OiE)Nyi#JF`V$6Qw+0~M6p&(+gkUX!i zY64+ofh;1tFX<008|+u_gTo1JycQN6f?<3uvXTG{n$|On4*jN0hIgN;?Ua@CMnXfAd$z^IywLWoDfrzg()Ak-@H;6*=1m*+2k60t0A$#gFo_h z@_?{dQ08-x=cKXax3;YDX*WnB4n0fIpY zYQA;}O-L9*>kHl_@rx|sjTri^qbUXI^uXcCZh{b?M7Sq?-0gJdjyj`DooN7BApU_{ zJ@ykg{gUtjm@xBm{PG2=09lg)U-A-X>3*l6nr>oBZsNj#{bWJ7>Yz|nMY~OXRroHUiZZGt zH#zo*faCk%3tkWt(#E^BwK>}JS&&@l!oKUMo-`Dpwolbt^kU?Ak*F>hzTkTwbgFdV zIeg=KU;$UB6Q*p$V=MBDIKb5(b%P|mi8~%l5Pvz}*?&W|F;G7ImRScRj7W|CTIh8T zbdd=98m(TtbQyo0R;1#IIPnx5H4&G5emeI(VS{w8)BJS(!>j#Vhz;L9e)o|tG`uSX zDK>7<@bM6xmclv{A+Dmuw=s4TJnH4}*nBpmeEKfDud>g>@1Y$H@BKDl3*ROL?I2O` zPLQDw+_G8Acle=K@Y zorlYZ7TE4qgE4gUK0joFF04J$?IdD{20#T|6C7zG;ahIOF+kO38m4f%g#Bqv5t5f0 z9=EKqsDq=j8@GA)923Qre3usS`9-R7IY92ppjQ5j5K$7BMAJwrFyx} z72v0v=exT*;&;h>o3doCRaZC#J=F@J)?s0PUN44{a!3kykgtw-%?_QtblJ|_^?hn$ zLAT};>M7b8^hue8fmYPPkM--k>lPoM4bQQCDw2HH1?QhmRuL%)A+xeo)veQzUAF^Y zBQ2JU@0DJv**|1v2$_(YsEtfYFIKny(YU21Qy0slhZt{N02P!wfH}e3r?29 z{8hv2sX*MeGz{KgQ#`0CP!Z2Q^=GFnbeWGwja4r#R-JmHAo8b^s_AX3Sj{V!aV=yK z>P~%VTt?q}(Kb6ZFNNg9`J7^9h5N3<1%poy0o==hbTB#p*nFt4+_zZ0WOFBBE# z!(!4uv$R?d5#$t<&)lnQIX-xMLQgzr%?CApN0GZIz6?ryaIqcF%@%y~cfI_5h{L1W zxXo!WPD^=mrmFvgh7#zjtLZ^c@qKZjjt_FG;uoPVk1(_sIZrCo^KIKxg7dvWnCe{+!^3TTFq%tqZXaS7IkcfvOPb)+zHz0rKY)3@LN}p4l<=vCH&{ z&h1XhU^DuRaL!;Qeq%i3yEC;^s25H{ITXdQK|U1W2)QYN@>XwABWdk*KCkiI9!H{DiqNeyUB>sN&Ocvu>Jz-U zVwxemaI_R6YR=s>l^7DH+!R_zox*tjv)T38!RPVg@qpL6BuIoGw`KhWofif8Uro{o zYg{CeX2{AaUW|PRCUfAGbW+Y%lM_8P9xqzbV9b6@$JndNhT};mKK^Ffvzk+o9@2>R#dL^dUP!|Al--@ zF2Jp(!y;GHlGv~H9!MZ<@Q|{LgrZ8(%%V`D;R@mYL&hMoi0+CBYfQa`%6@+E@be(! zF-I_Q>qa?zok6GY?AEoCV3p-UaKmREI~RuvtMJTb_nQuP6iz*26aAMy-{_pMEn~6ysKOYRTb42 z4f)E4@qF68;qwj-MPdK2pN)^nSm8|+EDYTWP7<4>EN ze+o0|AE0nB#D2G2Q+ePV$y{o;Qpl7(>9yLAPbZPRkGU}w_6<}y_GtW5`ERbZ=|mP! zSx~u$jdWUzpq=1G#DM|X;K)BQ?7|G2_9C&fbUgd%e#)_Sj27R}3XM*4m;@^fX)#nK z!gR_v_$@s3WXif&W%A!KgR;2AF={qOV7q|_*uyd?WQGe_%tj_CMO&U{;>mJHvYl_0 zo56p5SPb=at!z`49=@ueG>KR%#nIN#ZI@!|H9bnFK>X7wY@Q|haC-kO$e-0qSv+zL zbNV)eV~qRN!?)^XWM&xSW-*CL+l6+8wg%tUc|JMx)dMGL|CpbioA%c~ztl?e*FHJZ zrpeyAPU&MsGNdIW-2+v~(igHk1xx`lm&9KZKRwc-Yy1TKAF$SxF@ ztMrqddD7dEQ7(Hr?#~L!VER8kT5j;d&9{b9HgGTl==vt~Tn`PnIos`l3*pe_d5#Nv0V9jH z;YLZno; zJt8Zy)Uo>C<*M25Wr{i_5wzAA#;YoqxmwCMCmbUqUXbeMKOzf#cpFzDxara09>;!-q(+l^38tj)B9V{6^LKkoeB4`b$QiViXo6>eC=q zV9YYEGzD-+ef?r^?hibK?eyfGBVLZcic@6P=d};Wjxpg2lS0+OG?>kaj77Yoh5TD) zjg0S46;%wUSoGMohm?$hOx~j6h6A>9lqS;o`9buHF-ac9uef1u%Prn``cDQ~-trYv zydWOEc?ADF43HOFJPIFM22Qp-ht$kqG;bW49~j=Fh4j#e;GGe_T&Aou0w+%%3jDNOYu<2o`ZC;hA02x&(A<6 znANW)sn@8VKp3QvS`RP+`Uiv+&8)=#?{D0Un<=F!VO|r*nKH~jEg$wCOd=L8op4+z zkTD3p0T72X(3?{dOls|S8&#dSPGY0Yv?aCQ6Z?I>!AefLCsnd3cC8N3C{#gejb7y8 z;G$DmyjHS%3vK@V-QS)p)`6hw5?VEXR}aVju;-<6-EWI`3>kroxzOw+&``D?_dMx= z(@=Wv&BlVjxqXuP^wtR{>=Q2ta28_qMT1pD`pxRXztY;2Ki0Eve4B?`=_+L>YjDQb z(A9O^R4FR#Z1H?Ylj)%nEU)a)=%1Rn!wv`Qb=d1kDmxKTmmeUr?z%AW>iK&RqQI$h z8Nm)l9Gg~N{nP}BJBIB6=c$;VaL!MNe@%@uXYt=)=;st{hNoTwC_;DuTp1=)*Vbv_ zNwM`^h!5LZOy9G97kW47m1w+|u0QI;0T$VOHnJ9&rBC%|dGx|? zmkwKxxFjh^WcTz_#>n=89|-3zY&}2lkadQW14p;!#nVO%q%;RG97c$34BxI7M_5g~ zTI2i<)NzS9-!B4Ki&$Ih3pIK&QYwDF*_vhm8Aqnx&|7s8rRs#v>)+%J4$*lUfTNcI zqmcOz8{@HiBGEC^=I@wCZK8Ihor;pcrZ5%ATl_iK6-QGup@8k-5LIXe7^9S$E zRu(z-dhHiRQ_-n<_o^qu>(v;5_{YLf^Q4o{P{Q<)FNqt;pM)B#Ij`3GWMJmdhJe+Zxu=m%FkCEQ33+9hwBA^>MfgzqC3FUPy*a^ znZORm@?;S-Pq>1EI{fl9VgAY4L;?d%>v4T!0dOq9JOq|{`x1n zy)Jwht{8%2)=${HW&kJT;x`HN79}#cQskr6Un5&t;PP%(jWJNhxV>k^N>UWtPN(tw z`|Vi{n_d-(X_O%7?b9{z2g>L)15~iOLUMCKQvL;CGtAtZ4+nkVt2R9=rZ~aHAKaj)n^6KWa_baSaz- zWNR1P{i-)2eR^KXVGK6&wV^5X-GbDId@VK6a4zl8yI!+sA*SNy7 zvw>bB|6g9ZU)hfmGjQMM=p=s8k5fQMr9Cp?FV7FCs?;ou`1<>u<5-bgyk#tn`1hKZ zb8ajf)g|~??pA*MwTeZ8{HDYFzAOIa>&HJ)>2Evl&$)Z0AO}|BWl{*}{wv41OmbhS z<+Sm7gd&F0f7oGDNUy(Or9xDUa(jtLOh5l4tTfaK`;i`rF<7*&r0#I4$4LAY+SjeD z;ARl<&-J+TO|a{HMLg!$<6%!A3XN*>mvA|5Bagb3Zs3OXk=PK|rPxTndhun@jp~>5 z1EU-Qog@YVF8Pzz(S}iqd`LKLnR`q)2vQ%?ZnON(->8fJ5wH-bH`$x3dvEANKeXyS zXTp40lczC_wDT^g29> zaN%b&NUOlH8Mi%zEqSNOKx61@h0Ik#TbfFXu&OhkZ|R-OILhhgst`adPJ%s=@j5!7 zOJx>V+j`W!SYl41)zY%mPaKL5jt9@WVn5gjD5BXsE9*4Z&l*_&2k5OC6W?XR;}>Yn zek6+Po@`ZH*$i+f{&*sp9s++2aY%xTbGfF|rj{@M&#Te~* zJDsF)jhZ`COevonO(?6>LJwrk0dtkiQYQ)Qy5l*xB4BGM9GI<=B@SoN7*2!9HLp5+ zqkFUgK%bWB%i%)lfzH!2@9@G_jz$`2=y94>4tfOPJah<5a7qL%hKU3C66A^dm-;$b z_x=*YR^Ub~^N0^53%{ONG*;)S^$?Cb|N8Idh+Ja9Jfu|_Z1LIemUL$G&0VaWr2wy( zUZgHKirYpZY?ND&s}Zmgs1B*DHBgTXFV*MdisMWlEHt*?IdyMgMjZ-zvXdNB5ccb5 zRiH`%$(xMV5`Lf)LC^msDvX}f$62)liP3W+$IX>xvnZh)%`1XjetFJk}4YitRj3uyOU+D8QhRp`%WMT&(P@Gg$rkYZlO-gXe+b#mQ= z$;YzC{UsNKp562;dZrv)DMymNPmiyh1B{hl6F5S@J_lSI#6iZgDu%^ zEQ^-im8x${ui|e3ZzCU5j{@UF@t#U+Hkj zly(65K=d%!RAepy@@#rIQq-+h!hktd3=ZNWu(Y^w0}^fAbehca5YzM94)Mhx-f8pK zGz9bda~3lMJ-8wQ+u9--bGX~>z+=C`iz`CS!^m>jT>#wFY%4@6>1>QT28v3d=> zB*V463xGu%XRwuy<12lxn#Az8sl{(?9{rGMW`=_Hi$#??jozYXW&{wiwp!6yjN=98 z@0g~c6BBpzw6Id7YSZ=rxFq8xZrEAuPL1+C4MN#_)s4&T{gn{L*$-AL(#2odk-DW2 z^!F!6)+@SYaJw@g@W8u)#N_|CKC^3@c-SO*#*BAzs{OmQ#(%I`Jm5+56VdiO2 zI#M}pCW3zb?;>(oh}EYemuqsB5hs;MwQEj#)0o8AX~PSUHj ze4#2}AB)V0^z8;7Bt<*_N2icJ@tLAwY@pL?~VxKY^30_eM zh2L6uPl9u)cTZSx-Zj$*EVuk z%q&}Tgo*3q^@rLP<&9P#71j0mqlhEhNF%ylS87tfQ3R4TV zH(Sku&(ld1q@@FZvSK-q0>tDOD+%;qMphB)$u2-JP~cngWc&0ut4v*&fSn@ZPYeQy zuhl>bD61&j9!Pn(zwF!v3VuegX9n!wW#>cbBiCWLgV0NKRTK>TNRTJHkxz)V|15q+ zHZyHTC-E=0bwMO733?QEdiI9Tc4zFt=DYC;(?_vh+yP)$U`?Qq{cLnx#-%Jj>$-Ut=qZxJt$L1>q&=k@(_yAX!o zV&)}Aw*J%3=m3Cb7R1Fzi;s;%RInoOcBQ00_1h!oF%M(;qGQ{I{YW=O=saVlU5)2z zi76mQT8ECB+B{cJ`zRU;o=zWCH83eGw3DRFvccp^Xd5e0n;_4dUrQnv z-LcFg#oT-Ep!#bhT@AoffTuh$Tsc#`IHX8@s%(Cb=aFBUzDC8w*&m#(Gm|{*FttuZ z;Bi@L`|1zsm-s?iBUrsf^pj;K#+CW`3&WAorXNdv#_w@g(RDrpB|o>td!H#qVIYZG zqxyj9zM;>w?e28+*AkT#_8Ef}1Sg~lDArz^Z=TuSsT1Jud2z(m>`CW6TK5|kd2DV$ zZH-(e+@4}d#XR;NNC|XV=v}t42HwV3mKHXM7--m39O(DJt5IIh_FnU)jWjH5hj9v! z4E8|I?0MDY)ba1)Wkjg6Y(qb8Un5c^n*zif_f5^S|j9FeJr^HwLe24O`s@7zP30a_NDi0c5}at#}H^prJ`p`Rfs2=6Ri!mx)@~+>OpDF&6fz!G=^x=)#1DK~Z6$ja=_8oVI#4N#f>JkA&!(4f56L5%|Ul z%gzVY(tK4Z57AE5PVy2j^FClePp;ugW_cp+;QFyiizy8w9jRqIddspioZ6x(RWB>2 zM>ztBp0R$)OTb;%V@x?QQVYyHuU_Z57o}}vVhx56chePG_4vNs&5C$qdQytq*nT>~ zZu6SkxE3hCO;?%d0+D=$NDhANDG(_$WHeJlXBngVMbu?n{hvj64HwfY+=LTInzN79 zX(+R!9u;iy3Cg$%VeQ;;NwiI4PY(#E+JGN1yoy&vAu99Y8^{%%{h~W8=sTXLbLaFN zvt{i9Q>DeWN7O$#yT1yf3s2%LIJM145A z>vdR>A?O+Z@np-K{=C1@62dh8f`T-=n`3; z@{A!lpvd8?Qz?CQb@wGMLrZ~@!ZBli%ah#XbeA%QeDF&Q^ z>7ypLkp8sOTVX=%FUE4fevKsxU=bY^VCMqt5cH_!sJ5aIW$}Zxu}1>I9ybs;I=+o% z^UsuZ%dEU{Enr@^PqTRcJ!RZK&u1FR>8S~TR0;*#THEWhhBnsI-GdCboD6;_V;*NBBd zn$w$pL$uL~3^=AnZ;vw1sKr!!h;amq$Fq24NHvuZKOY?t#GP@xht@Z;{{^Nqvct8g z&`%zTf!8$KUI_}py$OnO4Z*iQo_m$$ari;1gNE3aJWmnbA%^Z*+{Ca4A*bZ8;Pq7n z`8b9OHcX?v)p|L_qM39ffm){=kjAT9ajdrsf(PS2#4eXSR|vm6_lz>EBtU@FZvZX< zGv|7{T_6M2Fg;g)Vqy#oHV5`NoCJ@On)?JOLrwVN7>Fp}&!vVrILAj}I<#_eezo_Z zjx56x!)-h&OzOQvFh;Z>-^2Ap=tqCO8QYjJ^}%YztZjO_Y`UU;&gLb$jeFoh=xc5? z>zBR@P?-;cy?-`86KNg|3|NJ+({}fQvsOjEYEV0&lE-58~y` zL6!8}*!{U!&->*Elv3`HF4F+kt%B&;uby_XC2=uiAlJ$@53d(6XP}_aDtQNrLX;TD z#o+jN0C`S=#6u&Vn49QX{ps|>z0|vik0gQu6-j#5%*qDiz8>PuhQh%_Qt!rm3?xW6 z(Oxs;yC}b+SCm$!qEBA`r1tg~DdIegmmen&)u$)0VJ0{8z1-?sL%sa`Y``?L?dG!_ z5Da!ydcg%I>7_b11i!|P0&5n=ZGQ&ku^6FeYsEV=bjYmbq7~DT&&9BO&_U^lPoHnA zama5wUbh+UN62r3J}Ce0OIYdLm|3&aa|B7>~2uJ6;*6aORXC7G?ztlwrg=S%_y?iDZsTRurYYMML}#W_w| z-OY@EKksNG5GkdSY?G2kw|?TG2InjA zw$0@EuCTr|Uqd|kG^5^_bVecoNuy*(B0_8ix+UlNd_dO|1n$>>s}ifT!(5p!jrah8xc~>iKSUNGP8} zRTl$5i& z^rb%bg%H!X-7a0G*1c?2&s}J|HPou@Wp38K0v2V04#6j?v0wp4&$Xr5J*tC|cvE67 z9oM!eknGHe9R-zyFp;P1yzqD7@1b44KykAP>?gO-07=8?(!|7mv)J?J%dG(jRkpjB zNFV`bIPjAM+SsGEFcQ`lzHn)*hj&Wp@z1;o+EtKR{AK#Fz<#D&gLrjf;dkNg>-aEb z>27CoPEvXv#~&QA8Qo2ieYC!5h;sD?z_{5h|3*6fvC0|UE|ItlYrA-|z)X}ggSk|M~sxE+p#&JQZh7$q` zSt2_z>9vsi7_7F>bpf)A)rc~*RgMe?yB>OR9`Z{Scy0&Sj4J>vvkVgQKedLHk<24G zb{i{zL(IY~ZjbY>&Xf9h!XjRigB^&u=n&9q3-r+ZJtHpG9m+ zku>1hQ+thuO%(O0BIhlB&ic|{jlTgmr!kmdF#4rXKDp|4BqfbVE1(NPzUtlvWc zrLXv(oqy_Qfo~=ljcMl}3I10OHH6H*PnMHTBK?nRSrd@MHvIPA-aXv~I#2RHV^9sw zuoL)L8b5U|;IfnjyfsQOH;dp)2_DI)Kj8ZeNP}hY35k%Zvbd@*xZIspGP%?!`k$5| zM{w=*JmD?@`f47iNe&PJDtHAbC;oWk2=aZn-v6}?!0o*YkKDh?vj~(TF6Ks`&tjV` zXD}PMd`xJG;)~`DPan-GJ|}2zpAdB6C+MJu16!tuG?s9z@Y9gB`lX}E1U!L2NUgaY zI2$+h>@r}BWpZtN#K)$${D1z{06U>2zu#`ZJj*nD(zC_DHCqY`d^~NX`FUR@4az_rTLxFq+^7h~ir@+dGlcG2(XQ>`iI zE^r_G`wFxtxE{Dy!FP7MT?k7uxPvVSop;94G!nR_pDc7Vp3Zo5(mo3 z_qJW0q|G!Dv>{7nR-pDmjuvrXLGUowS{FDv$O%l*u8SnM3UxVD05@HU5Kw%@PebTz z#3rvEIoqgj6|tpPLsd^}Jj{Kg*{scA7s z$=fZR&!Gvds-12X)QMIDy8&BDUIu;S1|1x6X@O%i$89%Iw+guQb^&lH^=x1n;d^^q zuCV>3x~bm#g=ImmT&^3t{v@cF25ty2$-1I(@;7h=l;E+;z(X;bimQFL9+)6tu5(p{ z`@NF9_l!@9S2j;lN&tE(W#WZoL6!%~yMXCvGNN2`~WP{LMn3S74{1H^Vl`%91PWd2ReVlbG%QwGR0B0X(W?fnF zaL>}`T@Er#yIkbi+v6+*Gj46sJUh?Ux-1*Grsv9_pf&XO?_rY9PJWiZ3LbW#%4EEN>WcI`?w)vNTE>d_fas4j$hr59>c%$pr;_iHt zqsnsq8)9F+intNwb9yz03lA_=31$bZ?Nbsk1C^6&k8au1w=Sy6RpAS8W`v6@#UK99`INnTHw!Q5JSGNDS3j3^ HP6tO+xv^X*019>T~| zh?$EKod?9$&RN()jNxw!VdOdLGA9Gw-zF|LVhoyK6*?(7E!F|7fpbY42i>Tm>g96L~uq zGbiNDE=H))iSzvP?*Ds>|9+OTla(2A)_?Ej{^#BQ``SO-i*lkS{=XLDAFKTLDsq{{ zaYQ-)^~%I?AXvC50DvSwUi#Gs544?GtZF{l81VxcQn>@>YOL{vU$Y+{pkqG9e)Unx zft8SniIAz<*W*C)BT3T2Ua4)Qo;R7MA^zQMkpcU5=z( zuC=w>V)hNLTc(h=VDKpVe;?Bm=&bV{u0?7^q}l&CCZ*_O>cVBhcYj9UOa`!Du)a>~2{lR1Kj*s|gj?!q--AR`HfI|Rp zKEy(FnF8T=)9GhB;27@Aw=TL4LX@T6?)1M*jCm@IPQoz$#7dk2vq6(JqSoZnw>=X5DNCoKueZ$Qm}@xKEu;m_)4o$r3-U z&owyC`L8#v`3^T9_sRWr(>?U~?!2i9wD_4M5!GkEVAEy)nrd9_2j}m&dY1U!`Zr5t z_AtZH-EQT^L+h~n^ZPpk^KAc>ec$ss8^hbwyUkQ5Pfnjr1woC5Ej2`*!R=N**v<*Q z)@LDp96Z;fz4M>OWbLoT&c*+{V}i!HkGsED|EzTFIQ8D!`4iO)9Y#-{?&{0_r$rv^ z=5cy%2^B!9ySn?UqI>JclT1#2lGr{@9&?Zi&mpt#m}9q3K!z1n8N{N;eVK!n$y^hDbGi%zY8 zS4$;tH^)U+CO{1-}>+AVrd(`RPio_C+FA9?%IvlpBC8b8Aio2Zr9DMa`eX` z&2dcxIS8jG8}^wO<9@f}{Me6n1sW>5LrOr9-(HY$t|0EpLj7yqb>X=8>cUae-q+Lf z15}gvBAsWQ5_ct_Uaf&>{zEj&UGNnizBl$q1=vp6Z&LVMw9TRB>znEMyGqdPrc&JL zzO6N*MC}SQXM!M4Mq)13zYkL6BE33fmALF)OB}CXGk#kpT@(F5ch_3OW=-g^`&jv2^_5LmzI9OvBS_>cI&(#wx_F{ewP6mEGJVvmHF6mnL*=~ z5{E&`e5sdx7Dt$UfOMB5fE7S3bngf81L0=DI^S)bd2Nh!O-snp)Oe$tbAgQ>+cepu zq8#nCe;tOmr16wb>Q>;XH!Hx@iD3A!B8~UeNa~#Ew$@}h=%eFgkb$5en0YkH}349C5_h%xH@Sz znU$4QUY11o05Q&$eYW2BEBhY7JHB@4?R$-{;b>I1ls>JB&HDF{GJ#05y_-94jC-{# zGItoh79dz}$5W<3RyWa3c@(UsAjwIAE`#zsi1^LoW5KGLen=v#_+bzzxI@O@ zcyX2HYA8^^-g}v=U?+wCj8bD=iU~pbL&d=%Dt-vEBezlP<$V?ej8pQ>O zmb{+bbE`7Hzdav3uhrQzyEnj$LB1*eeq8;7k82;v>J1B(!@3)G+zVoh{yA8~zaB;q zY5C~cSMPo3JOb@8DI0lzi0%qQ7`}@B&mij)1d-I`Ly3!5=3HouUMlpHc5Y<|vq)NE zOc>u*-3FCMkb*8lU}#x(x4P*zE~98#_cv0Q)~V@IYBv~*-P(Ki_v##bda3APoAO48>vgWG=RZ^ZE8nx)`7>g=>iGXOy52RfmQ z=4T=Vj{uq_JSl_mW14HAW+Cu)IlMuD@<|yzMPT;_9ey9Af$1Z%YqS6ZJ~2w7hiz*& z>k{`p2+HM#>%F>lFWXqK#@yG6e+AU(Idt6AT7sl0bNToM%{kC(JxIB^)1cV7Zb(}3 z#?$=`DJ#8h+#P$@Je>mnWUZYlU=y17{Ar>4syt+c{`FOYOI5;VaVvpMp-U#)YPBIYveabe7YM5nuiby|DQcC?EeT680t4MjWAUrXq#u9jtpvOO zdh3j-yAH93>WtZ%+{uaBlCR(zT(p2hCrYPcY*zy%Zj8nf%BcD)O<(^cA1C!&oRIbr zOs8>#5C^+AUC-hh2K^$H;rOBasMFlVNGtj`sUuwC?l59~gQVs7_b-eS=zfEH_*>%B zsSO^g-#K`vC+hA^q2A!Pqm6LjpZi;t>$Ce>ngV2unFvRw5FUMc`yWFM*GWs3^v<>4 z0gb9)y{biEK`_ZISyuHQ8y!yv{qE?A<&!DW>NI9nlNYB`ECy%tPh>{j^;e(8DbH6} zIlbv3%!F>|KzW(4=DhhKYXy8w-h?5X=lY3X| zwHui`WDlKe54LIMa?{Yyc=ki^v-&iRW+-;3)bjJZqWP~Ej>wJLSIYH|6og&%fm>zW zk7vbK$aI2d`k@qM-jw5`i5GnPXD<8P+jk9wW`2dNc(pxg4f{OeU&}`)z;ftFJ;g z6%3}3?_=L8;Ro%{>*!oza-m{I7rex^KwWwhz1Y)>m z)&O(a;bBREkR|kNa~uiluV?v7%hhK#x105QVlZ!lWmT6PTST1+%{pv>CPgDQB zmstD%Ce2nnw47EGZoQexORilIxtT z)TsHDj(<3ddZ=cISpEI&zJbMn&i%TcBsIVIM%t&N(jn4{Y%5{hZ^$Xhlld)E%~ylA zveOfLXad!?8vh-GEpR`m)R&2wUk&~shaH&EUQhJ>dFD1@)DO1z8liS~|A|+18Nq={ zMmfC~agWjIAA2-oP%6ld^VMPbBG+NvqaBt1BT%ukzrfBlkDAfzjCz|h?_ViVWeQfV zw{f3XGM^~l-Zd&APXN&fcU$S|n*>*v8ieKAd(QMYDtq?4KQew|a5Ws4$fmo9+T?eUK#FA8)UX3qwsRDt^hsuQJl z1y1UJkSY@7T-X2G8; ze>)0$ak`~z_P2Lo{`vT5WS^nQ+iC)1=+1G<`vG~_ ze#TlO2!5)~6u>IBDK7%4+pD!XF0l7uRci#ky52B=gk<8ZIMNp z0bi_YKe26a zf3=2ARxLSTGN&*neqJ*O*>lMf;jbG%FrK_SzFMZK(>Q6Ll0?p=nXK{Pi#aMgOu1-d z9bj!u>{ZonK6WmG&gOmZKA*d7V-=6uzvfLj4E^$r>_A{r(+ip24I`^Yzl2^_JD+VG zLF9Z>*Q3W7cyg3F8S=G{^GPS9aWmr97rq694riE>E#E&05NHS;uSC^?m+lX#9V8Lt zxdH{nqkG8O12Q~Y`9cYT05~A@f9#@+@C;ko<254oot?5{@cVLXyj5q^;#MN988Ox7 zQvL!{`+BUZvEuf3gzq2y`>XN6%f{>3eLIpz`(m*x)VrA+t~mm(c#vS?-};+xHLTx% z%?&zrXvw&`x@$adut%uZ*u3{Bfvh^2eNLTrT50bb5Y&TbOJq$R&_!H>YOwIG04T+|%xd11Os%uv z+uyiTR1QYZhD1}x1WrBi%m8!$nzr}5o`z8V?%D5KajAS^tmIoI4C3x7Fo~;QVV*|S zmY3(W7tIf+q-Dxc7BG#f#CLzo($2E@_(9v*^h?0FZRHZTo66J2N$aA!$V|OZpxbE* z({%a?h{b^OOOEZx%D~yer^f^Ly$<^g=XN8eD*{AMA=+~d;50!4R`7>`ad2tM88X^B ziLcETG{rOHS4C)ixmG)#Tg?i=b8NS$S4P1axM3Dr3+-6$yv)pK5i{*~M~%!L{E^p!})c{`qPJ>#ABx-Ba<1+@fVvl|79r zf<@Gv|6GbB^BtsmuJIp4Q#olHG*FLdL6ww*7C$HV{C2-nV#T|$(7(j1pNR!QP(H6g z$r9Fliq0qf+Sm!&{isR#oePhp5{V9P{2OUH`e6o{-D_lNgXd=N@QKRwHAc5XRETZ{ z79nc4tO}&{_2Bqu0<$yDbgq+neR0>t7@>Q8moVsUzK8Kmwoxt|S!$j^q9-fnCaw4w zQ|pM*Af(soStdMI-|P)<-?JARlWKnTey#flRruOWhuOKLpUhd6&c)umvNbsT(0(2> z;PR7qwSiu67+ao36}{H;qR)}7lescaUQudn*B6-yLk2uLc+GR#Q5E5w39?>Qc6#zP zN$W}~RiNm5LznY!XcSP|`1yM$y3+g%QPR}=gFp#Winlkk*MAQA^3rydloXx!oKr=D z8~CpIK1NL!emBOA$QS(WVLczB^h1$cK$&3k2dCPx0Wq#eXTr%0nA8b`G=t>FP}wY^ z8go>w<~Z7PR#CLNPpmNQy)H6ul^=eATmqI<1oXRXYaboGlB zg{}q3Z_@{zb`bM7=F585gZDRsUxUk6$j9`VcxUT6_8qU}xw7)Z-1w#mu^R zoHCYOW`y?&BiQ)C(fS3(33`iu?qlx-jN|BLQaZVOjpK0l`gD0b&10l32{!$?4%c!V zQ23?rS%4k?ew9pNr3nYhIjJ+VL@M%BExS~se(9;mvk<>}mDJOGi}ofPD5ojs)*F_@ zy~Yj3koq;5l>!Xnc|mz1C!jUSOMCaa=~MKG@2m2yg*6ZYv8EIacCJ6@@+|OaYfte& z@^}(#xvgj-`3F(2c#eL#A*N@3%JT$!+eJQ^`|ffFAY!?>=Oiblb_XD^)Zn0gDM$fHtPX#EcB62j0u9GF0F-DJFr(p|#$+iOn!Kre>doMSuKR;ywGDBSj;m#J|AFM7TqKq$Hj`iE_-K$%l@uWY( zlzm&8q4aKdx$iv7VesR!Cplxbg;_a2wBmRE|L?BZv|_ zTwu1=>=M42g^yUTXkV7{Ts`&`8r{pm5}H86C(3i7Zjuv@!(t2YPIv!veH!tBc>egPp zJtuIYT(T@WqaPhv^VuDxw~%y0(~uJ1#^{-blnpc>!BJdpW%$F!t?7=arn{O1-`+)GsK@46|&DzLW_+WRpj6>b0T2-4gfqROn-5k5OASMe7nPkF|O&Y0|ereas@z*1gA2uxVFX7^5H8nevx-fAO(a=-l08Wg`>tN zL?2GwMtvxQN$~qI!w-K;oFD8=4|!9!JH-_kdYFcy_uoi=Ab$#?2T5PL|JXwAq~}&6 z!z-W&M?aQHc3+W`dZDHn*0V~mQn&U>;04EAU5W`jp*O=PoUKW8`C6JUe{y)G)=vM( zRXJJkg{Pe~Q}hhyJBu-Rz!YS|bGDR;Zt7=LssIS52As(E+$p-Pk)_&Nf+dW#Q<#=4 zhv5rT|2k_HJ#EN&h2O-GsVqcG2Ob#I*{#(@LQ7&f0H;c};K{IoN+1krh$8DdTixUb z##qo9&r9S5;Js!`o=$F4e5#R*yzOO?xV-JDTDt=6%v(9gq{z;{hPQq5Rl-Xn3U%-R zmm1c(3y&VZNYqcmjy6Plb=*$oqJpgl6VNN?Qlyn)AhPMlvwCDUox1v%V2DzdAuh6b zRw_c5*NnL^EFvTu!EFLaO-(COE zPtqYPHWbn8)zo_1u|a(Wh){+}8D`H8Ia<#*^`B(I2%@a;<+DKjR+NYj;uccAbrkE> zgDE!ft@0?3htgVCGLm7T@l+-sArnJ0n25H36s+CB^OaXAXaZxEp@pC8+e**p6pT-( ztnhObyg4OErWrlmLTQYb8nWt5RspOp-Dz(P%A^MF;lb*8$m3W?7ap z`1@`tA7=Iz!FLMv5i5)y{ebVBOcitu2TlUixvjL(0oIuQfd$_b6_=#RX~NoGa5H&# ziXfraRUgoemNkcK+TIswL3w?m?%Scw8rqDf0SRd91<^8S-ktKPU2c7C<0)wBX_D*n zWLWei#h%%|*$|liLd%foCC+5TqAdYqkfgEb@qu9Am-06W3$`s8-RZ&|1<@{3>bXGp{m2i3NeZq-+~;QR zDbMNO5%$z~_z)C-tZ;q|Ky!=TP*--%eP3`(Z3yT9MV+Lu$k%etJ^`9bD=kpR0IdKK zd;77Q_itr@XLiVpqU5ZgMgtevhaO}^ouo?tAhqtPQqqU{Q(uEAOI7{Vn%Th<6RX!U z=Lb{wRzLj+YMa~^>}iLGT=x(6JZJAmA{RBo41s;aw|bZN*;h)?`ab84^>^dsM^MT> zK3&k+pEkZTYmVElj}OyT(StoRYu?Q(3(uj@fT+Rh{iP)OYx>Kf&7U6KAd!%h4Eo!A zdu64$#MtqV?0nHv5u?MeQxlW&1xmUhmc_C$Ie9NQ$b8fM9_v|9zUpR+><&zs*z%3G z87U9=DFlLfw!fYKZ8hw8w#iR&oTLGLuYb;kHoy;QoDY91wX;?wHAv-}Y!xwb>?N4* z^%uP=s1;k&yR)wH)G1%9!XwSD{c>VjFc#n5rAT@(%=B?DdUfrn` zSKWFj<(-TEMsQuzpDp(2G{u6lO-3*w<{~!5@oL zuHZG~zYc(w=dZUY%;<~gcv}cf_7!5s&og+LsFsPf-X)60$lBn&tBc4JxK03{Dq8lU-I+_IO2g60%#vx4-w`&D@^ ziYu7hzuRAvoi>Yucx<8sX%1iySGu#;NWON^>(^ukzv@ZQ5u3!Ep7|8)=z(}bBCLF~8&dy@gYL)I zH&(=qwQ!(W-lVyzPnWZ?KL!1mv_=VeYg%vaV!_;)w zuR%&A9F1l18$Tc?Z{`k?pFV3pWvMI9?sii$WmPv*gnK5UYB>t(vcNCUE}D%`>}{sZ zieAP+>D(`aDj>{q1P_C7!UQM3#GjnZkS5b_5|K6h?R61F1ymPoCH#ZB*O@~n%_4eP z#HqE>*}_JIKCE(&0%`NzGvmOAnF#09>lsfo8F*tC#}?P!{TE|XG6lOh+~fGq=h1QX zOq|adKYTY!@bRnZ)hh%oz%Y2G=iF&ww)tGF?bewnVCooC6n7!AV2HA}>YtN#;4yk0 zaM#u<+`cJQrZ;uWGV0ziANMr%n}+9}`h_Se$xLl0O)unD(Cx8^J0sVYYcnS%xYxp11cq|Mn@=>GUd-mbR3|8`sNa^a> z?y&H%5YuSV7LfdoGyJeik2E>~)Pdl!@C|xr$=af`LsJ*XfRHrtNfQ$`;FJ;KZ7a{KhfS8 zhQFzcfv9X(`rxO7yP?l_9E2%&WLNt z*zdJbbhf*!Q@j0#jbz^ar;S8ha}1QQG7~G0qGQrtcF7)@=0IrlY#zHV2+ab;#O>_9Z=A+;30dB|=V=p`-%AXZUZ)^YJ9`c!TC_Hx zC-gl}|1=jYNMNef^e&aP;R%b6!5Uk6lo?1P!I5*DcaPUxf9O)Y;p{mgOjvwRIK44F zOfbldZPM!-xN{OR7^nM>tq?zU}AulVfJlcir`M}^m_hZChn|c zrZ`c(4!`WZm`w$ci%f-Dje|BCrMT*k@I6V#i!3N-3{?hvNJYBgd?A|V!b+%xsL6va zag1*C=;_V}CsQj_PPd%RjK|pik&A=@mqcTnm8);!2$2rg*Me>!iMM-frFGFHyB?+uK;HQFp49 zNu%S6BK*Qdgf=s|Hm~L5SOmX!`XZUzgjZ`Qyuy53&%K|AP?b>flX%^?;K=Vl;oHT> zewy%>=Zv>!C}jgM<~wUvSY@B(Mg>@x$%rCaX43Z0A-$)P@Iz-?%q5ii0%#vHDu9Dl zueYTd*Mqp0{Ai-XwEg0%L`_uKC+VVVByB3P-_0~}Bs^ZDWWo$Q%j~C#`#Y`Wqa9zt z7qsbOFwqATax6jU;gBuv9D>NT!Ro3s_4UR+fov`RTNx zKYdcPEUtvw+I_n+>pTH(VHUP}4FVK0ipCj5l?56_;3@P+(_AoB#YEug6s#5^)?4eg zO(j6-D%xnU--wV9c}R|Rfp!nb+c89=qIA=lh$}#=ANqwcCXVq10FnCybFdZGiKSwh zkduVj6Flx@ZN3D$?T+P@k5upX9JBbO2&5MI?AlOJBO$e4h8t+6dD{goa$QVNyjx!s zUm$o=JH1-}*R|bBriZ+cu3hm#%svLlrJDBL#LA2ggft%VvawDo_b!1H~u>C9`vEoqCupzF4Yaa3GFl5GN9{_VwpBg_{>6V zTWekX&|bHp!$&YoZyf%39Yd&6izPl>+>|uwQ$f<-ZJY|iwjY-sE}ZL$B)99nIn)00 z>bzN#e#La@{CDj}E!4=oFBSs@QIb9<#rHdd>R`TTO?I|9u^pqwR9gL>^?Yklon7c0 zi)6?sx^+>XTfA|zt~OwGOo0@N%!8eiJy%SBoN&>o!4@^K>6 zhsG*)itm@_@I;`_14oLQThq{6DcUQQ@Ll$fD$}+Ns`(2Uef*OgWglw-*30-#Q5M;_ z1dWN_uxwXIQ<;|M)2V%1{=BBC0n&Jp=L9BWPxo15vmWV$P3zpO1Z&hAhevbm)fXJh zA}#xx+BH4mDS`|}WtN4KZ}yArIYzKQWxa|w3AZ|%v`DR2kvHgSc{A!eN?D;8S=)jZ2TxT-muPAC@p`?H(X)N862~1c7qgb&iL@HU(FA zZ6wNl+>H`vB@wG?3|};WTDv33doK90%Sb|PC|9E*wn^JC6IjfpqO1MA&_hGpq;^pF z#ZIQ$g|uw(2G*HJ9ux55uUZd_)8o|xdtr6Dp9lf;=HD{n%M^qEAed2zHYugq51l5@ zyP{7%Nc4Lag;LpzU;U0)+o15dwEqmgF07j~L9&rW&W%&5 z9o9L(diLjDYo&uln)$j|Bp`9*XYwWOu^sw8kt}soas}4YEOQ;CAdag8oeDj8`O1uS zhq-uGqaL?Tamu7>4yk}Nk2C@8Qq3$pNGSL>#Z^E0AI%j;dQts;dRJq-VO@G)MQLvn710>$~JX)$VJ;AdR{ zXdibAc&vuAiMUGE(F`Qx%{`Dhy*>y&-B>^a#y=`xQCwTf=P5sXbX?o(tZWI_w=U39 zF$jdx(Eb4ETAS5PLn1ASnl5ZDM5ceX!LXLzSZs7~b{OI~o68#}a|jH4Zg;v6*_xcS z=YzE_MAClMxj}Ml+@D;}%xw_DnmoF4wPC?!y-}Dm`PA!;vRy)HgL3GEgGM~vuHT&B zO}VB+wDqAhsSRWVVkbjunVddWG?h&#x|-T!!T&M^jbe&!5>wJ5iUcny$a}*1{KJiX z9)86W&^3bE@k^BYPBMgfbR)Nz4aZe<{ z9<|#Z0HX+Oc|?%bVT2XlttwPv?5+$ie_x7IS@n@gzB$suH_^tnqbBK{D;rv|+tMwY z_m6kQv`A{92H(rwvM5DuxBvPR`)r650VtyescCMYP|F_AM;47pN`P6?F{_X5c%R{w z?8@#NT)H$(Z7biRw{FUhRe8}VtO!Ii3h z8T2g!vstDdW^g`ttlVl>@@$>_S6!bO2V9m(h-skgDC7JPRo33@JS0D(9{YfF-C}A~ zQS5(i6qRNoHy4k`mVuTVa6tO3Nl1N+m)l})XEXAOV@o}}PCz}$$6q~^fki@+UDAd( zgR)uhtVjE!X)1nBY#L?t12@-f;aShJ;pMH0=Q@Rg29-WYQQhzQeV_eaK&-mvQre?w z^Aj{nejxbu5mKzr`-w{cGZ9JTS6RG>cCbgP)f#x%w(g#}485XQK?fQ;!3l?0oxNc8 z1CL^#amGrRA@k-Lt#e=_ndH==+ zA5Q_s^^=;5nQV#9fjnIFsB4XZtVT}!VaN{kS;vn-MzpxSUc}tVPrSxi<#UUK==Jz- zxtPCF$j(Ot@Xu`F0mXGe`7#YKqkVKQH~14YBg9#E_d+qCm8H3-=x-^{Tqa4`I9dEn z_zu5rj7RtR?ADj3CQ+W8`9s@X9=zLi3FG>K-7I%5qgydB83c8qfYqmIOrfcj$Z{)V zb40TqLeiiPsq(F|YB5Jp|Ej2EttCrS3wi~bJv?aFjwF4W#p1=d7}~XNCFaIhsYV2*?KEF^F<42x zPyyY^W}Y=c4#7fJ`JxAm0Gv)a(h|2O>_#PpCWjAhr>;m>2C>`0m&fN&+>$a5gzl*B@C=EqndPKb$BJh$i*)=$zfAyrBw`2ld>mE&>KX2i-0`t z)Dy3KFi(O2_g9FqeoG4V(88 zFvG&<2cSj37e@*YzDfEi`Rp1@>x?YaD6*tWIx}q28vToJo zVNZUU^?#R(P848Qig{L&A!1KbH}{h(dJ^Qs3DXDYyiF&r5o6wUcrdzXTJSW(7lpNH zzQwhD{#;2amEyUv#qf|8;-px?>YEmBrubIOYs%HQ{40)^MjFGBYd=a2a=l%}5!egG zGUP1<--aXae@?l4Wk-ug>eMeO9Dd5{LnzJd8$^l|0kj909_YTzBHC-oO!$ocv#8IK z`nJ%8qKe~SEP%p(qp0_fO7T*XNp=hp`{G}jX#eKJDSG5nv`vE3-cnp2hpp29q!C{)?a#F_>@!jLs zXz6oi-N|tEr9Ly|C?>C67C+cUI_+(?tsv0Tz)4A0Hdn;pqm zIYV;f&gK`RF|G7g4>etFn*_}NGfs<+`NrW! zWb`TMb0Gh@mxra^hE9bOJlWPe-`g_8P|4Un+mDAg^v+Ew&ro6&eAS@qd#XZv%2O}A zzc^edHp~<;V`TyzUirQ^uCwHKivAf!BJ~XsQ*71~Ssn`s{!*va9^dO4L(7{j-ivpF z#;`#2=z*d<DnRv*}PHkZkwJ_DHY9qND?@I2?)^DFhj#AyD2b8Xf+UO(-t+qWVFkX^- z-sF`X;f02estW`ggaand=b-y|`hXVz%k=&8d>Iv`RW-W>1+ihw60I_wjeWp7%5lDT zyr16ny{wTIq=@-G+s+iBpgG1zWWDl2^EENv@Yi?Ptq7Kn6?_>fu5@GzEjSobfbH;S zB1a;4Us=Bcycp3EEqzDM>*$xlWIm???%l9iuJI}wV5}ZrCq3E99ubTI@ zIWu`oOwwGgoNg+hUPKbX0#_EHvA? zA4Siz^2ZMokDACSdC{;zN~{k=`zRVBVXn-25Til(_8B<*iD7JULfctoo6yP-I0T1N zVC)gE_lsKpghTZ`VjF%dN@uwjWdpqz?F{5V1s*98w6uEc(To}MBeo)^kP5^ELNpJm z)ss)n;1SPnU)jiGuz*h1_4@&^Gg-KU+K-Pr5TS0mNAr$Y|Kxa6w@3YxI}kX#5q5EA`tgg>H(zC^cXsH-}amqyKn)d}sD?`J3M_hq*lM zoPE}{*!Q_3JQc(B>0f{0vNt}TYU3l_^!NE9{$#J;SY+w;WtJtD>K4OMu-6ZXuaQxb z2I0@6HP@)ITRh(xL@`KL$PowBD~Ed$B(S{vyn)~1U6aKi_qF*q+2(5{Yw#prb){r+K(uyj>SH}ED zJ&tIiyA92*Q||=n8)e!#m83dq7ztl02I>SnUjFdegy_00y9h*@PK~D&0DhQS?jzF9 zwN?yZ5w2I0Ps(j8T#YXxs+-`cnTjQRpG1hbXm8QSE-^RJfeJi_*l<5`Gk-6cR$d0} z(P9&9#ufr>+3xg|U=r9$)^ZuyPVfE^obGt7uSMNb+8ZR_Pd`Xq_O&BJt>JSWx(euB z%A#X;=>{z9wwlSV2gk<~XEr1yo^e6@Y%>Y#?bo^!olIt%u5LHtk`B@DS1eSj z`RFEiMpu8ZQ9lI;g`u0vc8GlKpLvMe>;k`m84eo37C8v_?|$AHpmGdhQcVh#dVM%L zuCSr43MJ0qp=kplbF#emSqo;ctG=cJ+he0Izrq-G<&k2TShjY%I$K6~0U zQG?b8m?KX6((m#>*q$y@4}E76gROG-7oY_KTYBj~Z)H!u-p@e9tmz5_utzRCQ=$(J zXj@rShGQZ>%tk5I9}L0302^p?8s@xYtVwSoOu8?3oy*FOmkW~vP1dllg#bQsxsC|N?@BS1hJJG}8}P^K0jY)CzE)_637?);0%IkFJ3#OT}zfG82kP$7gl z9AnXJ@@|^=oTAAHrN@MalemYmrKFtdQjd7PhS{cG|6DX8Ah6M5&M+GQV^@T+r*XwJbDpwTJ@p$>2IXE zXHwjycCT;i6wguuR? zE7uk0Qk!c|A3&Q444Ge0VvSW4WHb$qA0(AP6J4r0n4I_O16@ap3xc{VGK8GxB!M$W-ms=0%Jic!1@Yy?rvyKX4K zBc<9KoB&yh9GW81iMOP3&-P=L&BItb*aICYH75Vi7qpXt)6&6)OoKpWNlxV(`81|M z$@Q4F4y4Kb{l5UnSpR$`FOeVV73{3xlV?F|y_vN2gnv;aCK>2vB7keEn;ENHF_L^F zhFOtFT7GHYVkyh-Ur++-)FEN|^&n~6U%szNv6U@|gXO<1^$5obFNl89xe$hH5Zg@k zyD8kJYA#Xl(l-ctolpG?N;G>5tMNg78pNvm=31c-Y8SYZeLKm@6*-+D?}GXY+Ii=L zqtk3$|6A;vm4v$~DdTeI=fGV??o7{?_@Hko&&qD#t)S|7(#>Ma4!%v~_Zxj7j(E3W zM~{}>y66K#Z-TN(UONT}rTe~aVP+NX#20vF^WiOlWD5Dl>_THEQH*UM6PDEoj+ZAl zQD>W2rOIa}iIAYLcJxW{^3kt9ThSgitgE&?f)h;Yza7xfpK1ME>Y<_4+`7U|vj2@4 zWO!NAFA;xCyQ};G4-N+_@lo`PNJk_Dv3y_nT zqy3@81e<4(Og;{GW1i{>=fhSteOzf4(N?JJElx~6u+Kq4Cx++-QG6KiQbl=&wT__< zSNn-&00;h|$%`vZxVY@Y>5urCg5@r`>?=<-ABPhAaCA%*SKO3{Ni27uztfhRmnp-PF4$=gLUTML>v@_Z#86C45|{rkn-2G@GI`%`i1;jIO_{pw=Hpsl^;yfh=EU+(jwc_^bB%}9XO zi0_J-&{SkKw0UjHtGMTEKu7v*(XShC!_Qz}=Y3$AZM;?u^N!#p%qh`Urc;8?2opcf z#5jw>k*lW9GW>SP)XF0IMX%_HAiR#+@8;0+(JY}D#iO&y0HU)Un?cQ<@)rHEJ7d>Q z=5zVvE`G((m{80Np*F_pk4}ck@(;P<2Lz8`p5x+jF*3|fG-ix72Rcp1qS{-DJ1rXn zUeWGG-2kY4^u;&4;@@bD4pPzQX2G>ltAsK+#4x*PsRouHay9+^q$j@Y_v$+5K*K}s z7N!?-yvxK?MgbLQ(8^tte|#&Q-3UhzXF zj79*U7`-{;B1X%?MsDac)w4LI8Fyg`xHjG`8n5u9+UZE!jT0CP51wSFc(cb?VT`g|bV@9H5?-42^Qdx0~w~C_iJAJ;l-#>8OZrAH| zUC-BZJRbK~j%3+VyusCljU%>on6-P&54tdnkQ707U-qBl7OZ&G5O4w-6c0sD1w63E zOQr5j_EesHtvCpERpTy40AN{cfg&bV_r|Jd_ysl$A#Y~QcU&qmAiN^1Kpb?oT$Dx) zV`heMiT`+;1Uzceu#-DW)Uqh8IjKO_2dG83oAiy4?O5Dl+|wcDm-0;p4IBU;N_hR^ z^pCWQxBpl;vc_WSwtwOtFP{KXT{+RX-Dt)VT783b&%6uV$XyJ%#PT_F>vKox?=X?J z!XXmwL{fVe7P=o?q-8eDDhWBFl?5BPXjwiS{cm@Z{JRrM)3MqbJ$+>(YI{!ZR@d;T zf=E`AK@#O)BXqB@Tpl-F@>zJ@oQdy12Tqx*jQV)H#^#LI6xp@lGT=_z>+L-a|Is+$185G%|3tVmQBz`( zCQG2S_OJqMinf_4E2rxkOI(>-Ld;xWE`yg4@=$MUDUhwZjrvY>${uE2p}_tdyY1^G zRs>OYc@LJ%3M=N9?#K}m6nv0D1m}e5-e4!I)%i{aIP+GTq&|DJ zLBZy%C3IJ0u~xP#A&0wS3@8KKhoJ49!55>56AMj4XI?7J73gHIaO%aT+)L6vhgMh6w*^_e-V$)tY)OR+g_2f91l7+>LqAi zSRu|#_hjvZIK9AyE!3(IhF>z?Ul(M@?&jC%`C>AJg_(;oaR2S>|$6QX8%#P}==pe35B9WHh^hVtC6eH zpkOZ0!GpWllJ)mW$?XJfOoI43SS*%omGSVOVc7oe>S9z||D6}l=KWPkZ5>|$*NMi1 zN++y^Z>DKVBXF-QZGGVQp;JPP6r}%+_A<7flkBJLoOxm#j;hr*EG*=}gvD`hEs3)S z7vcxn-Xfd1Ux_?&%o3A2LP#YBPMZeL@pIs{wtou+J-zetpU5ysmb!YbzO`}|lwgCE z52eGaX{F@zj;yyq6fkxH!bT8QnL&x69)D(nZY$)ATlZ%eNXTBRH6*{{Qa-M=`7dl8 z@@}(IY4rp!&u3qInY^+ie7n2pM`C#y4K=}H8h}&!MdB`w>Tv!%nt_>PrnM%S3q_qr zhV>Q7&Povi+Ta4}g44J%&e?N>{@)PFBULVs=sHencBbe*X)Ym!VK^8#h}8n^0V$Cl zt0vq}8w@jTDC|t8_@H))97{x6*;93nb`yb*jV+}Sq?3^^iRs&)m4u{dQI87i23otVd1Ezhl8<}0nbW;)gT3cFE#p#FI z_Gkp)9{JVe#oJaG`Qe!grQir6DsNK5(1bRq}qpU z7ohe1Ak7qJ=R@4(6!Q~pre-ze#63cf`ebMy@Myo*X*Nipu4`lyTi#uzU?-5;&8X{j z$>N8FY44PG{e8dwGZ*e!9~P8XPRt2ksJQbF;zN7eNXvxx@hNMVBNjk*AhT?4HuKA0 zpL0Ivt9oNU2k6x1TMp}Uae)c^M0lF7hCQtmI;;axTEu>H1kN6FDZBh2pG|1ae*Rh= z5@>fx=qYaNn8}X43ub=*wPc|pJj=;C_Gt_}1OF2RS-2_e@6u0ZY zo#<@E-k624AK>}xGUa4bdCm_Uv$Y)b!uF^e31&cQkkupjtiM*QWcOz2z4NAWw+<*- zJ?;m?XMDl*8CAv)GLW4r2n^)2vOPH_4Hl@p?wF;!Hbo}!OLkd0`+mt0H+M3YVH1Zu z&D1^6QoFVQDNZP7z+0*(2xywi2PVsWiTWU~a)Z~!dS^t>5E_Rb`|$V#;714!A66vj zrNO=d!ZbzYn{-_y>6zs)OF8K5XWO8>TkJvS@3q*p7-M0xh7MP0$@*Z)?S__{I+eY> zrrUjS;P#C8MKxtZwGE1qLH*=G;?m0v1NmVeY52eyij&cwbv;uoBxMSU8hpxhyd~(Yt!ei|@2Vx$xiyiUDnR-3W-_&1I%ND1W!-mv09=jmcYo9e#Kuf3i|+)1iS@+7&DRrApSOFI*O zd#$bNFX(p33z?RvX6zg@u?w+}CJGH*#2$IGNvJ4OGC)^Fzf+^^Tm_5yG4_iLWsP5? zo~4OueNGD}W^M@vfc-#ejGV%C)l35~N79TeOwq5Bw^g1c1`jNIj~r}S44?ze-NWiz zmHYDzeNF6?a^IF5zWbWtY`uQS2^X@41VpM_fPVmu>t*}2ET(?j%I6wwRZOw>2k6?| zYnGELkj{uhcsg>@xk$b5+wi#CNT&x=+cH1U>Px?BnIguUTB#CkfGgT_BziOp{?w>6 z$L&{Z+RhpaU`8vJ+#0dFmPEUDm&-pN5nJ;lj=jYgm0ByjYdmD)>ED04V4weG$Bs)H zGy^#4!n-HpZt~|8RhV2(k|%^`p%)^v8S5|O^~bcB4GmL!Q~k38ah`lrb*RzRY-A#v zCltQd2=}DkB0RLT9k>|fE_8;>P`I@p9*2qtv62%m9h`+p)7?Fv=O^myyda}tJd&p@ zXf(SZyLcfput zaxja5XuaSrLxBXGr)n2A))nKUc%8$)(T0&T6z9zl^1yLEpxneL&%-+3z-#P(;mkPD z23W*bAk6DkVRnW!>ij!OYHm^`Ae}&V*j91|8(|Y;}TP7Ajdr z9qap%yWDNU4&O*x4$7#-JJ~YAHF^QKqL>X#19F11>7^-pvxAv0f_LX*AS)qc#T1{W zA*HItpW~V%%qRC))IvtyjNO>|yOc_xuD@T3$i3L2D34@4C}=DV$MwkdY*^X%AGQ5E zw{P;y+7@T?*OMrGMi#a9`PJ)rO2yahmw|9fM|~LRfF6AktP4tF>_80FWES;vBZXZE zrl;1_L~%O?Fhu6}z)KL+g#*}Z0Usgsb9>@^G>e57OYBd-eh~IRcTpm~Ox2Eh)&SV2_;q2uQ;55Hcu# zvAhG20~A&4?ZKFKiO!xRfl{lQX}26EDkOX^Pm5_5YP{1BwYb&ym(N>odtMp!WbFDo zK#RP#M6z1-D91kCZ-K##>Yw1U+ddpLVtaP(nmr-A4U|K&=z!K!3D7gN^ud~A+8xkh z*Z6gALmg98!f&?_jGD@X9u~+$_up9E;-9%1c>{?Sgbb>bnG)nvM(ZUX%Ph(7yt)I~ zT_fG*Q9o;lrYucMUZyu2Arm=SSW9oi+ZfMn;NFInY0cC>2yf;e#anX>=AyOO`I5q& zcRTvOC{1<$m$rTfT|D@lG5LAIl(_(2K%Q_x-g>JM&oHqvvt4C;QSt{D0wUE}_JE9B zwrKI0YH%o_(USF{W5cjrkA1e_)FZhctkzX}Z|lK3;(XuuJ^TG&#ydM82wj{w1UB4x#ZVWNUNj2`h$e zRxNhgg;|Iy)+cIF{J3`?`A-7LlY6=O`l`UUsG);H-Z z=ptOuypdf7=CNXT2cb%(<{Sz+qa zU08bUHZTH8Sv=(Wk#%6pL(Kk7Ulp`82wkcz>gXA?NkB=d+B5w$`X2%3%Jjc|V9j|9 z*(+VxL~vhWoTJ@*DrBqJN^1d$Q+R-s4xuI899Ut-cLXtWLl zrg5&gf;Bf%q_{Ylgxq86-Rw1rbSG-%NBiY~hKX_H^8logrHYsqeg3W2jf>q!k1%b} zu^sl5AzMoSn}R@n0SIQY20Rmip!G&g88s^TYdz_y92mGB&@i(Yqrj#Dn_KHlFvW6+ z8?V_xjn|5&0#8d*`OT~1m{qoe()1`oXP}HG@(?JSfe-tHX6PQgi}_o>jMxa1sU}zF zRWWQozBdOR0)fmIuk-40E#EU{;WSbWW2iSIlBb~DKF^%Mj|c3^Vgsb(6@dQxJchdZ#0DUQ}m6FmOt zhn41em$hI03rL}|)NO)7gfCucB0jbZ~739`)yBo5lP)-ZDNW8eh!0z)J6bn@|M znMlP7FX2=Pe5%GpnqH-cNZvTgf3p4{(p|tHfuBc)5D@Zg8lGu7$(AxHO6et3R;I%h zXNnf77krE?KZXP9Eha+0op(IbLDaDLK8O~egF!CDo?Au7JRR0X3D!PGiZsTtL$Z6P z&Oo2->;ucQ)7Bd6gzk#;GtlVKcm$b^m~7_CLu>5_cZy91$AF)84JM7a42Bq*k_q(k zcp@lQ9jRQ;=jNL|?b0nQG35!s!qJ1t-jMWvV3kbX1i_udd{7Vi=5ms9m-cCXVsN4d zoP5&M@{iq;PQks5uBETeSVDwBI^XJE+r&KeJQy>(5wk8-+_YV2con-|Z!{>g!hx2K z9X#dsXLFxH=a4w7+H?RYdki)9ruM)f-CL=`y;VHq+Pj;W(1VQ^iwpjD_jy@=l`ZCF zcs|lHe|ZR9KPOoC&jv*N{%_&yd1Vfm)UK|qRJi#GH1%lkao3Qq5GE*Rra-VsNLu8Q z4h#l}y^`!wq@-Dx{k%U!{@T=NiAZ5dag1^=!1FXh?}<+*Fs09MK4g{|ffx6hexX}9 zDCQspp;#iRJ&ZiN+wFH?_l}yUT|Hdd{YOf5jc3-zHhq>@ad02)l0PmyQny5K?Imy=WbxRwe=1Jl z%QnXK3gESn`bO&NLWH7#xCgYZFSu2h=iCYJMYrbWlgk3czRd=46X>e@pRy?lQkUd+!Q1+FDube#ON2&0{EI(ICA=?6w1f_W%``64 z(=BnORv9Y512Fx|Exdf_ez1K5a{(Uky|8^H!fOmx^@qx?A~ zUvDyvNCCkx2C-%rP7TG%fQpI9ogFVtscd$jd$WeftgXz~=h*5wgjnQvjlyk(dp?n= zVWr#P?wui-;9Ji!ni*wVFbC*5Vz9dxq>8I-_@MTMc>xs1=iq~dLjxyFXfGk%`8YS+ zBg{ybBiJQ%h9f&6K5Y0x)QT6+S72(RXq)|b04&JUPGe@h#7pE3bQqS8vWMLP%M1ux zGyQq*O>cPFjNnQj7XQ8~q#c+(yHphxVkO`_Sg380&^r(Jbn|}KzXthDP_JfR0Cml` z+-Xq9cwZY9{Nzwq;(JqA>nu%S;Ty;d5aENSxRj#Z7b41^y|vV0-D%rZXwSC{1jsHQ zT-IZ8>16FZnwo7egFpEpzB)6x#T>$pF>3!f=*b95$D7(sZ0Y0EEo7I8s=b)}j5Ld) zZ^uUw{|e@PJK~inXL?fBtDLV3QltTy(5GcmJwAzzpkjakPj@u*1_sG)%l?kwPE*4< z4`PXH2FNWH&oh^^(PaLkq@>@$S$Rk{gX0G)&2dM;JA(KY6)s|jL?tRraRxHuQ)n^a z)Ha+HX$u#r*>kjlwj-%PPJ>9Vu0h4_Z>x-2;YiBo>_J!RJLW8ZM#>z<+1SiWWrA_C zAc~q0?UtGdCsKyb^-#c@#r2NxfOu^%Stx8(=A5EbZ`De;bPq{3Qr*Exk$wJ4$vAWp zE(1B9y+W|t(56icg5PH8>qf{9B}DYKG?rYVuPHbKK9B-5G&dwz>`ci!*pWJlK=sJu zW`%mY&^9OUG?WC}T8?tdtLGbhfK+Z8O3>$C8{+!_DG5RwA*#wpubhit;uoY*--aK#yU>CaF z209B^A~GZ7^bGoTD;K9Z|FQo<2j8E*!uT)Fvai5w9Cj2sFCc)C2{Pdt_{eOMt`r*o z666}(`{PSK$lMaNzz>7HkU@5J640SBC7Yq-n$8A|3MatH`F8+MyMV#96$wTrfuI97$2Al zklT2ii2R>J{>KZX?K4J1QO={3ER4VNU|@~J{Ivpce5qJ=2-rQ^qy-K{#uC#MEEM8B-#05f zA-hPuvJRHvAfNY(&})wfg_Jlaf?a6&d^O~CWkl8K$bg^xt+}UFWU?-|d3R zlFOF4cU(x~1UOLUk@+0?vc}gomiXytU*rzkZC+tEB9+F3TFN5dCik(0Z!;^goDet- zyY3u-#`o!9QI8A4ZO<;xy6V*5sE;RSdZ6~!YcmKn&(IMAfX(u3e~z`p@*72c$qSfpu%3H0|llb0fY@-Bn%XVcO#r-`oGW2>brG#_r!g zDXB+|`$u6s|Z?&UcW5SD_dHKJm~bpw8FcQNU@mB>r~#j+C$5a&;kD zd2iw>L2RJsFM+dymr(DeN;_;#g&)K*smxj}?VLez=%<;IWVF9>YM;wvLnY*>>YfJ^ z|4L7^mebKJQ!ENaLsvZSsq+$i-W9rPIE^*DfDpxv5BRxj*(G18j2^6@3O!btnjCwE zA8fiYwQ%_)Ngr12QakDl1VEE_t}-facZGsFi@#%U3ssj}Z#Z97z2}=*hOyd?hn!So zonX#^wiEBG-^u4oXbN_oM)oiM-T7YeyQl|_g{P0!zuT!hR>kE+7>$+j1<0mx@1B}a z?`ZMxT%5NReF z6|aY!%gj>fO2J6(YHr(*+DyKRyuNWsD@1k#te@(ct=2R3QKstEgvv4(rY9I|L3jJ? z2_)yUD8dOQ9_$2w;=>iT4>AuTuLMjSC@2h~)cb9nm1;cz(xEH?-{B*onY_ron>&7T zQlaUrsWkhoq2%=7jgr`%8MMMq_w5`Ej8M-#CUxvm4U53(z!#P$KVt4dOH^bcjM5 zk^yw`CZ>(A0O}6<1yV*pV~i{;A9$R02}S@-C7SYS*Vgj?;d8{Wlc92^lW0c2EnbKz z?uEJ19uKz&$Zel%R4}hv6?k06Bsr%{XwY8RSPmMeBWoOqy_v=fNx*M;mFJ{l12f7dVf4?y$h0)x=JihuJ}W(a_)OP8Uu(b%oRe@A_A_j0+D3%O{GMoY1xsm9JS3qrmS3D?`!S)KbYm{0C<7tgkZ~bj&lT$y0U7~ zg0hpG#*G3M+ULG@7DT&XLY4L!+h;xu|Lj(OFw+{|go29{Bh(5?UyS9@e^lG>(L=@? zkpU_R9hP?FM&XhtZ@MgzNz1+$E@Vxv1fNr)UT&zsie<}=;!#yS!5@134uBJIkR}tI zv@pvnIl~Xpr7X>H+jU=@AE|WBcB=VxmSAQtLOvnM%?YBx!ZSc9+%z%EYfjZ?#n(SE@*r=ZyMHO~-oLqN=mQP}yN^M?&hjW1FlZ=@^*o*)H* zRKNg{5qSoKvVJQE##{9)^R2OC653cXS_pzc8-+f{6wOx~fXD^eFGn`Q{edbz=QP$S zChjcYT>1pnhde831Q2%8-7-cSkIzS~a4Abee5=m05FYsg{G;=eF_)lx`a%9@$v#Mk zzi}mEInYyKCEM~qj{jDr8XLLsI7!!nCiux1Vn%po z%s$_s0w2`GIrO672tM3HOb!i|Y&x$jD6L8ua?ieZxEKdq$wm()iJpm%LzV64ueNUS zHJ|r$dpoWcF#kmo|2{-$968XXnNSP0>%~9@75Jw$X@~PC{fAq2ICY5^+jrXE-boI{ zMXnIjBGwXs!Fl17_v?iIphXGJYxo^{Un-i{9e?-o;XeQa1H;w=>(fx{nK{Mf^T^dR z&6dNT@9@;sz9Z-7Y?|OJ8rMu>A(C*r!XULvcWE5O31cj@+Mb7d4xkK$8iijs26+Jx zr9OIAHDS+P&4J8GWtJqm*H_HP^`cjlDTj0-ETLGuZ zx663RrfMv}tqtdqEoZdXrASiI@BScsx#&G=h}8^yviGh)XGrHzdASH#Q3Bx)uA;Y_ zbb?aa!&)+4X*qEW)|=*?hmFVniZIm3UyGuj6M(B3ej?Cd%uoCH&*3=UncKVpQGj-t$lVvXzY(VD zEivDj3feuRSl|yF)!8KfFN!dVQ-KrkY*0gsZi6IKfimTZ)mH11AZ*ZU`?z9I0x{n_ zt(y!>_jx9!lE4^LtVh>7T9xjKpJ7h%N&b0?@uP1I4szBiyGw@5BkyUuJ^T>B(h(_1}djwA3(~~P9G)@AD2DTz_E;NWv#*ERoXrJdlAMoMR<7YY2S+RgB zADwuM{in;bMVDZ9bsK%jWk*0Q0(cSTyU%�`QZWQr-w{gp7$I8d*|e>5!B@YG$#$ z{o*|&Wdcy$8}A2FKeWmj@?p4r$&FF}q33nTo^C)~EVA0g#f8K!gQw(<^Fk2#2Xj8z zSEquTqf@Q{!zxKa9X`M+FqWS!DyC4#k)$3w8hHAk`9t4>(D?;r?ypBX`~xwcJ#65? zur$!U-0NSZsG~r`of-()XL?CRBb4XgSDZ)&+5yF4y1jHksPCJ0G>G;SlBC)*wB)Jz zX6q8G%zY-V=q6tq=b-tS9N+jO37*FmLP2@6UzP=h?tcK2TF^Dxm6xO%mbFH=x>9xh6LuzPfmO{WxJk7`Mq!=x5mO@M5X@WQuwG35zr@t(*c(Jb%S?IG> zE_B0&xm5-9m(lzkSQ>%qE}ZySYOy?@qMK(o9B#$sFXWXDb=d#u#n)-E?6(rSSxCE^ z=c?lCd^ga3PD^3L7fcQ{!{{u?fIg|HFZzPd_~u%lQJmOk4RTct%FdWo@ycIV8C+Ta z5Mgy8G5yzQU@Fb;t{fL$d+6{cAK@6@R zCWV;(uOa=gnbzX|AXI#X+x@JIk?k4MZ@hR@c=r8ERr_a9<3d(nSFEJs5;2%mnEFBB< zJ3$MKIoI-2IIvEZn64@<^*rP@erUeruyq}tUQ3_9ui_Jz;{jpKjA9*5;{cAMJf;!Y0ei;U`Fi~Lt_nR zQNNT$KV{fU_!wW2xa>zZ16F3!WqbE-?MHw835xon80mP(%WT^ZC{gH&Z@wu8iL)i*G zU}Rw}eHZ|VgsHp@v2*|4;{eua0q)U+D9Olg|AfMrGd_xD9p;%36@@ySJZOl}6n~E_ zm?xb)*7ohyPRBl}ajr-u+ojy{t1&$li_A$4{@WCq#BUUts1}W8UWF~GvkkMc)hE9o z#uylrR1c)*zIzRO>Yw}NEphRg-=TJ6vl?jK7nARpEW4EB9Y5?<7+4q6k?>dC>6D+D|%%?2XXE z)DsaG8J~2b$09Ry;fgV3nl~xn=feLDfHhcs!mJbK_MLlqo?cKaf4JCNOJu&RK%$UI zdS7v_q-T^{qhG6}RVKfKRD?wRBmZl7VJ{^#$^T`U(H~Ofe9FOWZX-wI!mz0D5qku- zib008c`Aq$c%BbOEd)UrWeDaPM)d{lE`oU?TkN>zgsY$q)SUV+<@Nb1a6r-oBn8Kd z)K+k^FIxr3@hsX}I)Baa#ShM_E%&OY!cojvE7lA6hW%!b!2c+Z9*R}_ePknD2ceSE zf|)m5UMPGV?g&dZcgZw~!%cc!rX1BDp+U9sn6*xq6@@1X>XTT5Wk;4PUV=J}MT!hx zOW2`aUSV&mpnBIRq%E^@4SFCR+|8z$Jahk|N2Uisb3LV(r`Y}~D6LOI)nvvvQN{IQ zWaIK&w$Z7d%af$kL};rYb+Ay?jV1nm0FcX^mmc z!wnDJ8L_!{O_usdhPr)D0R}Szp>N#UD6|*k!u6mq{=p26&Uo%v#c#`4DBBjM-a_Md z;+^=slk(xYB|bC=s)fmJONr%o&Bq&p__FB}&L-;+>;f)mRskzwCh1Z^{UsU?+-@gw zs6h-(ZTW4C6hY{QJkoDqI>N2!ARE~NrFEGy{b=UpFO_~hd0r3<|ABwUr%x0DNR6{p zdy-Pv@{7EzIOK52(h8W&moi2npQ7HWukL3yt;5Jw;59i|wHj{ZsO{-sFhqOOUU$@>PML~2O_SI3 zyphjBOIRFEg-mdUJ<9t48l`i#oIb2`>fCKII~)x%2#r4&B{5M<*xy1Z?J668thU%C z;l@c5z*(Hg?RVot@6}8i8$K^?r7Z(lqK$x@n6RQ|`@4L1Ope7+71?$7L*gBeppo~# zi?m`@7Aj;nrZa>DEz{}RJ(U05;$YrFYk~Kf$A}lpzEzhEn<_b7nT7U$2M1@?BZr>` zf+!tL_q{J91E(I!G$yI=ya8zDnT@1!cN0E++P}~Z5VJ5jI~QXGFtfc<()*-O015Dz zfxhZgB-OCD=SlVk({vG;zd4j=0gJHZ8;;-uGk~td7}F7t+(MI0^Vwcp1TJ(p34%rX zsz^By%!1(CVC@1mg8LSDXycp0Q65T2PGvZ;Y@DV)&S z3EBE>xo#yuf;@@hgz>Bwki&(ZlWq$=`FLYg3aD#@b>kgruVsd?rs+sf#R>P?=bzt2 z!j0e7A1B;A!)aLnf~_i`*~lQ8#wZtXtmWz~=1+cI{`;a;(DZ+4`q@xriwlO9Ok|&D zO7OMFm07?Ep>`sKf3OebayRH(Dp@OmYH=4g+oq}#Bo7KCpZnP=-&vI5naJqfHj%}F zoHC_Nd)FE{&$l}GKXiFg%%YeZf}!Xt%&GhAT|TJa1q|&xKE4vQQs?se@^j(}L~=no z>jkKg%uVx4yF4pR`zl#kxvTM2Ywc=)@>6S1C}@vWyWy~uGXoep$cH00WiD{ggYbj- zka5P`wu#qwv105xgwK@_nh~vNrD;Aq5|MEKnz7TYuDbdq!?W)%19M+pdT$yZ7u_0T z%%o_xR031q7r8ra;5>~QH%s>oNa$?7BHN5&CO<*p=ffUSwg8_B$t%@Ff`^cu9^DM3 zd^z7va~58u>1=vNvA^X61!x%i_%g=b%KK=V1i7$dJlwJS$>t;*1CQvQh~%SkJ_W4d zX$rZ7q+NWJhHgQrB7bgC?=6s+#zlf%t3nbxUWS9fnYW>_<(uVmT7+Q&Q8<`NU67V{ zpRa=OgYbifI}j8CxSa_KXT3a$^yVddBY=p0WpCATUh%z$6XaVW%RwE$;H(*unSdLR zv|nm{l|5%?7hM+jM&*6tecqcrf!(27isMP3!GFSfZt$YbHlENhVR#OVO`kP)?o$tn z#Zq3k_o11l&`17he8Cv>m3&&vB$? z(-fKDr%>orP(W0#C(mggw31Pj^)QBPTKw2G5@bSTYGi#0ukqoa*2EsWvi`hp;sB)F zZs2nOkf?q;BaaDTihJa)!J-EtbrC*}d;84fXV8&PO5Qhy>$H~m?KZfu15m9)VZLBr-?8$R3sD4}DEzV(P&6;y?j88J z;FD6ZY0HJp&Yr7DW8Jd{i;er)`&4a-o(-~wXC)dNKVAHbp;=^ratYz&6=2Ng4D!Ss zoo1s$HopG%@aTj~5@$gv+T1(OL((Qg^$bbFcgDUp9tr>!y>=&mzM%# zDE9RJ-adRLFzX?613^~Mo@V<9W+&@1+M;F%A`~~rI|!wnN>$qU7KxHsEKReVR|0&9 zHR>F6Fadmb9)L5~4D-+mT6?;{;7TCBqYL@=D2xD^L`-^EwG`(QDpJA3N8BGn zt!-bB+)4~&xl!AN{G8c1ujKt^DUXodwiSIym!X-KrYi<3NKR4&8_#~^Vhb4o%;SB? zoX<0UNv_#nVVJ#Zn;uONs@Crp91*^1F(WKFE78UWSAmWC;)wWdV+0rr_k`6l7-mDD z+(+#bulxHcqq@RNdIUx5YG3f6;bpZ7pds;d1AqLq?p^&quFAB=?s%#6kizv*m}Gm= zzm_xB{v5w6+W(e&@dUF|<+;W-^C5j4xBAPApcFSV4U)Wl*^|d zha`q>!0rfK*Z5+h_jfu2#N2D_9O|Q?#pVx?=En@M-^&EujSl(ky5ctDKzyst-o>z1 z>2rHc(kqFl&rU{l^|A?at-arPIfnt1Fq|50w480P+sCx-sx5O3zbXM%4#)XfoNdbI zIOvGURK3{!#}Ku-Xmi5_8cw=0>~W%}5}9itq%htELLiB17wOi5>}fByAW16YNu2CM zpHPONsK*cYtHk=9HWZcvuOf_@V!$$CMSP|MKp;k4CGB|QDug^s9OsWG2csr<*%dva z^`0QRdO2jJ!=zZr@8P*7H<}LRJYm*Gk$dOg9pv{u2&L)xn;R-2e;8fOzUHe#2q3$U zLp>O>B(l3t;9%o>j|oUhExU_7$aU902$oVmvdIVJL{neKH|l3?hpwlDQfA8J`4g8{ zn9^&Yr+PEJ4zIOK=8Jj6Dz9c0v zw3(!0cWv#LsyiT_9ae40$;kge0Wk&+&w`s@;`ZVZEu_yu;k2x=GtoC??kP=7)Ol}Q zlaPJ_T5u*S^b-&VoYd~wA0pmmPP5OR>$$neV4mVL6J1)gs4i>7BhcR;gA8k5wF*^R%W0B& z=y&@SiSotFNuI0?N5uu+P&b;_LV&2q6tFp=L9r%J@yLAIY(O&^dJERhP$Q{8mm&C& zbAj)=Bu7eX^H0uuG9>*c2(YF~3!ig-To^`qjG>1jQqaZrdH&nP)Wv(iT&bY{@T&v`NUzy?!PccGmF@0I%`{KxOq&qZu$SPv*R9;0qHj$x6PJcoTy9K+j+HAZD%&VxA5 zMMYtZQK0iDKqgVf2QIHPKip|Y7SQZVmD_iB`3224FpI4vPN z>85CXu~@gGvgch+Qn%sHmnC<&Pidte#2Kb8=z69JaXJdv^oqp=pv#_Nxb`?sjWRTw zcwM#f*U^IB&_?A~Bn59?@l~pw;D_+rh?8-OfBjss)Idi=nAX4uRv!{6sCzDMPgUPN zgO@~@$4s2c&adt>s(yLg$1$8c$uN)8HM7fDI__<)fAVPaxC?g;c*SY zY}**c>WGZ{sPcRF{mX@#Ptw0#3u36|2dW*ex^3Vl5Z&+JD09zKj*(TcSH&b8{N zB=Tn31ny>+`$l0jx%|5CIbEe9EsnB(ZJs$9*`Z&Y_6Z!pwe#;fB<&Czf}%`0&M1BQ zt}(8iK|cMML&u04U(CMrPFBPhSsKgy@HFwJK@6vGXY&>g3yCae*XxxrkGtHe-wS&l zRHSt4EZ59;h@rbzVG6OrY;6#ep!f4zfyc0niDEZO;5;_R>|6@hygQ#*4|CMJ<5SlM zM`p`M_us+apUps>go+L-vX@WPzh(jH_jBIdPB51>jf0a$f4Dv(?45dMaQHJ3mca2$ z(cg+>SSf1&1#23CZ+d=Ab^ZR0?Q`l}o?*7Naak<0VA(^SFur!23ibP=^uHBjx0yNj zhcqI~5qSfb&K+mES__MVWK0696~x&vJc2$?=@{S!up6M z%4f--g*P$JFK6@c0S(7lRo+U-lP^L{N3~x@*q17}q`B@djKtJV5iw$M1qK2od}Z-y z8$Z@pOm9RiPMjM3m2l!&o{uvtSHd2?OAH-{FIrq|fbG53?=HA_jO^K1!TbzH>upuUm3elM3EwPECktbLdo=B@uET3RjEtB!9yQCzP zD0FGK;YwgkoAO{o+0Er-Ogu9;*Xa2e#faoQt}UJby45QOH~RI5^(NO8&&JDJ?Q#Ab zd|z*>SoiNYV5sfx9kKczJ=tzI4c*i}8EL?L@q%NqULet?<32w3|FZy+?t96n_4Swg z=$1;&O23lfR+2%XpnRg|B-bQ4J{a)gmNw{Uh>Y+$a=r@M2m)UWxCx zwsqWjcz}wfjlLOu{8%u?ps#t5&)kdR`($D4K07DrlhGf~k?s>_s7Orbe_)ewLFTY)1!yf66E6%rjO0-#aj>KSiM;ik4__Q5)wS0d@M^) zo>4h_@ZHUiw{#r^MQA}$xto|VfO4s0{UB$Y0h_vm2sF(XZ7&INwL*o3$sCA zH%TeM()Z#c|2drv_>1zwVV^3hihkyFNCINQuQPOZW06p{mClEGchwE?0#9})L$OXD zo^vMCB71GpZfCyWPDp@v!$0{wUEXOP&gMI<$GC$}kfS!{2r=@w{-x!G*bC`Cb*Ik^ z83$M}!jkU4uoOBkG!LH7?l4xK2^Y%I8px%r%Sc!-T{D`O(tORyRPMg0@4_cQnmyJ1 z$5YqV!aQZPwS?Ur)@&jhw}+lz^PAHu!_t^5nA)(kxJw~joT~&uGY6s){ za962a9-In#=EE^QF)A~h3f8fhp*W%^?z2vLq-`wj`B**`<*p+(=l(4JM^KOX zOA~3l-IUtN9nq4W}{d?Sf>w-UxA z%R*;ip3hPY8KV|v&%p5xz*vyxH~A#%X}~SSUjW~v#Q;6Tkc8Ckb*J(l>54N zqR1(qDEf4q?C^~Z)t%GEwkBlRa_59h>}}IuZmXRP&TmG%c(>w;2L57&+q$gr=o`jc zLJ)eCcdtADA6Z`=*5n)hD>!9{!~hWqsWCulaEO#N112I$r{tuWfV3jrT_YsKpkaWt zpv35oQBp%XMvXl4dw$osu5-@cZ(R5Lyw7v@{rPl?rN=IO*fj7B{#C`u`4dR58K;KZ zD}_GVPjgF>X#HRm-rN=&AL6PRcs(_l9phS1LXlT&0`g^^qfu8%(^V&sQ>*#e(JFGO z_(bsrZ_rd$@CM5XP~Iis6vuEZa|VaiExlw@cY0VX5p)Nj#_#SZ;PArVFIN;h~D z31(6Rq;K33wOJ_CR-%hwv)X9HBND|nD3=g77f|UFLpF}aL0bM$S&<Dl)eIc5|toyOkZ6eDItSt_>F7W;J0ByFpO}rr8L&Z30rGZDK)Ct9MLY3b7lXgzz)Tdy9kxWcT|GSEtoZ;Z% zr*uF?)TSCmFinu|RQ$I_2Pq06Gj(L3=s#%K`86SctipF|U zIf!y#G}Z1S2*%|7PCy--$UrR*8Fj(S$2mgzXVn>2Dz=@`Rcba42a4Aa(b38o8q9k% z!T<=->OHq8o8yM5_^KzcFs-`xNaFkftmy(UF;Up#m(Q$qY}|7>RI?kLm@JLcfll(o zL8u&7i}7~8X0G}bX&8_~f&zcT@q0zs2|jhalRWtJdM&LZJ=lPmut``45&x6ef|Z>m zn{=Gz#nj^klvzx^h<=$HrKr>8Ek{uf4r77QCMnO7{V4B&1$pA1dS-;WhS1fdiY&nQ zJ0`Ydn8S87-NY#y(no_O85b;0^Q|+!%ZToAm4%hxV9Herf*0$YFWc<~0#Kg>F69FS zymi#v?}|Y-OWDfFMZ26?2pO^g2fo!Berg(YVY-^8g+ef)o zyL~&K2J&w!>pHa7fg%Epr>Oy5*ZV|X^XQ63GggM*uDF%-yWosCaX>B;6hR|u-nlx? zCTcUn^diQNmL8EGpCJmB1D_>vXsrZ`bQ7Dy*#npi`1cMX74)% zlHA-=NI`TU$S%?)j@-mjyn3@~wmJ^`Z5&s`IzwZ{GS7%1%BnTq)id7;mcjKx!yLz$ zVRK=6#)avIz5B?Q%Mh>RcF1kn_%>KH8+65vk3y{rF@#v*cEKROXJ^P66Y(N(~NQ}>Q^niB%7E+AauGC@6= zS7k)LP{YXSbzTAbtk0jJG(NGu**-Zn0f8quR(>DiI+UFEC=yQNLZ!ia95FrXAALDHxV6V8 zUSFq^kGV-DuSk{lB{e?7dLU{(o;8Tn6&)uwO?Pne&HLBq8?2a#6!g3f?LM4FA&$HT zm{1W#Us83?Mg88QAwCdpSgfno?4>*`7dOw2`CNDp3UC2vdYNd@xKmm@JlBl3+M?ZJ z8<^S3-(zy_Rg8+49~VQC-pxz^lNrQtEm(sPke|25RA)63Za17f`}4>7wip3b^+yA^ z<(w-TB2a*!)rO zug`@MPuZWtT-mi*n)*6_S5R^AR!S{$Q3k@8IVvn{Bxs|riE6&y&hY7!9(Wy_*8a>_ zw(XK3{TG*6qM)eL&{3$SFhwXdt;WU9Empc-H8Lk!lA8p2k4rE2!d)Cxwn#SPHW}PglfyJxqAvR}lPRacr?6+t#%*_ErXw3qf=%T3Hd(bGNaZSm+7WHJr5z zP9`UiACp`*8$VS*8P`+ZPVVy}=-VNJ;-#7s#M^*sIm}TNPbXcBAFX}tpv#MTUJhjU zNZ4n;E8bbLXZxlBGwu5`_TC3}^W@y>v~k76DB+Ps4tA{gE@}~}^>tK&#%e%mF_1lU zqvN|iypDQdVuHLAxRU2uK&f6LT1i)M@4oLZL{hv`Af@jCB{Q{!xcglCi`ad`Nv6&j zMA{J_*ALpXham}WEBOs5n}RI1LFf>*@-qZu3b!FS zxSg#;*iqN+V>;bgSa+T@Je!-O#%1_-GGMacN$QlJwn2T%kmjwbkhs0t&&kG*IG%{} zK?4mMFfYhf;)m>rp^;pCTN0Nx=v~m0C3tBq&qs$km z-UJX>iL(B%nF|thRMY5MH5Z< z@FD5iTP+C={;u*04VUt8rzk1fd3UVPp@doRHM&VjH!ViXy62|uPvg?341xk_qCr6o z?ir`7h5Ul2VbO+wzzV!Bf!~p(Aa?gPmHhiCG4j$=N?au+^@Sb`^Ccb}`!v0(pHl-|jfzaGe#4AwVLC*8ywa}+X+*-tqGdFCy! zJdpWU-AeC7_J(ia54phPS3CpX$hX^s_)^B$nKLqn^4QUu+=W_%F^pRCFg#n319Vq-dwB>o-zwUOFsfQ4ru0 zQ!sOyEo(x|msKORMGFaC(?EOaU2U6mgyfv= zKxsLPx}6-}@ciy&REPl<^v)Km0N=)0cUA!2yF@(x2Tm>7>|M+6Pn}BP7rYz(9su*O z5@k~dIJF4{7WV_SXsim})Y49{X1E~fuGULi&R7Nx^C$pQY>TQs;f!>D`S^ihLARN( zf@_gGMG0IR?=Kgo!bFO|3ziazH7`5aF|+yecD)T&2CRJnr&M{G!eADTnhrkuAlc2v zJ=n=;nPtA2`JK+;TPh8XQH-fadyG8Y&+E;9+uD-_vVf;p{^03v^nO1v+(9Q-8<~mN zhC-%X$NbCRc&+<2L=unG^%L)C?m&^yd1wAO--mibf+@=AKN(7C%pe0g45z||Dbw$F z4J^@jN~k$CrKVOxarY;JH30ZpnAGA8F&RP58{4XJX@VN0QE7wx!~o|vwBz@~fhILz zltdA0BImVt`P1~NloY|ifOr*k{{1fD{U^|1U0F_LJEARub_tA}NBdFr3HGt~;UDPU z#_1VaEXNn#yO)_@_vwU;n1o&ekMFaN-mWBn@h>{8CPFrm>h`ez6i#K3S1y9))BEyJOBI_VNiY)}XbM zGJT(?{Aru=ugT4kq&E+@W+zOoS!uMLd-LzuX64JMP#wRP6?Zz^5j2R|*&Q_d7&OdO z6hQMjCwW#y29K)0@oZ%%?Y$N(gS=Xe=kte09awu4UOLifb}|@*|E#zyWJ8(8y3-oF zF1qtAM@C8<(=CuOlpOJw!7>>8ZJ=br`6e-0K<1*NKyxE2AnUi4EeOq9R`o6|$l<+0 zSUjiU=Js#xltg;xDza!{GfkX}(qzF%?O$U4<{`Qja^MpF>7EG`Gx#JG!00Nkt4``r znW?B@I*zQB9ieqie$Vw>-!y$Ul{;+Q_0PvmE*-34CwwrR+d@ z#l4I}Oi^Q4kCLuL|5THsC|*>f8J?hVz{g!$Eiu#fHRWsRf2z=p zIiVPK$V>rC%Eo5tb-V`L9T?U6$UEYZnz8)N(rvS9!@c3-zjO6tUy|zvmokwX^w0j> z2->OZreo*#GOe1YSoVWWTRACvru4#4hWjX{G)a)f0F;BH&6m0XE07@x=2R=k%s!=Z z6xLaME=pqfUW0aXiWss=qHie@Haqd+uPfF<8M3F9=B;J~8g3-ewCPQP*W4G-ZHl?k z-De29*B>*F26qAhNS(FmPp{@$`fUNUQ~M7rF0371>q5jiAN00_?de~sff?kjA+|&w zzd-x8mkP2kb=`++KN5$ivVYx`?3&9{yJp?IZbSE=2s3$FmtzyXW|s4bq~IP7`cVmc zyC?_bU_h-N_)@mvJc{>ixajNFGCFNY66b@C3sI7q-rBRN#=FeNan_cZ!qgJr(D%Ci zazL8>u+eWtP^GxwDy1l#S_cE$%YyionEAc9ry`yB)BUHD=8@-Lg*eG#*)f1{w=7{< zv=$p;Tvu56sJ|zT9e%d1ziKD>Arhq;p$*u5^6sA$7)qNPnAm@_0a(UgEYPkPvHdu^F+jSe+Av< zazTHU4>?o&UJ=1!@3WjnQ{Bt`&B(UU&XUfcumZ1Hz<>~V)a`Ln_TUp|Q&8Z~=uZ~U zfHN#BY+#`4Z8xPNX23myk%a4=T=_BQXvyC;WwZ&p30AU;xIto}tt0nH{PNeGe2t7l zveLW2{EZ(KL*BH1fAI8OEauMs)H-9d0CbxoV+L)NO*)iiv7q_%29o=Ybth^!`jM-AM z5o`drC|jrl!VsJ!^qK2aqP&Q#}XBD#P^ zR5&E2e1ViH59l~j(Z35D#e@5i-`TJC#lzW3x>;I|>ZdrhW{zB_o(cxf$CLTnrXf|wP7V=`M@b5#%;Y)|c zW=zv3_@1_BH;Q2kDiBg9$0Oi=|8Dq?8jN!_JkSmWNP&{)IvO@kTk&D*oQKG^a{k?S z=~yX@#+*0*-OrkrrjSKEkXsy>6iVD#dDP>tWwGSO+DnN6XPp^)wd|P`ek1Tu=%dhS zjxW9aewqQi!E8GoA6WrOm)j6IPt zcrp$CTeB^u%9H2!dk6EV^wEw6?jzWRWv}5fqw6h7%^hV-jWp=lFNxH0gZJX2y+q=7 zj5{UqX0^U#dzUklT$iuluIu57;UVESQ#9Hpf6oRQM9V!GIh$0fEVRfw%)Mj7$=_F9 z;EYvX$qiqaV~-IQ>v;L8WE*Dg#_*QA_=yp?y^8I?NK&rj*DQ9#XvFpBp=j zO*XVum@ia@kcurMsxq3PtF+akTQ(ai>*`JJkkz=B0q(0rq zM!O|E@5^MhG~|8#p$~U2-3%on;*2(x-cewa!}IpLw&(LlUt(S7UFG0a`Tk$Gab_2+ z&vFrkpCvl#)7m|)k&brBtcaAX!~ngjVyZ~~AU}6ev-MxOuyNZYNpZ|+Pu`<%LId90 zc7Wcpj_$OVuszbGG_S2&HEV%d_jF>Et#~;;tMPKOvy7z$iHqbL8iS}CW;Cjp^SWEQ zb70gU-2K+fg7|csK!8yczYFL=UjgW{+_(7$SrT}%Ff`%X84JKibE=lW1d&-*6u(xe z53UtL`0RSYpRO z#beqTIlu>D-MO*r0XXh$2A~lk^rS9?oz|*MnzPSDqCs+93PQcYZO7GhN~*`|V{%}C zCkq}JoMRBYW87S9(UxU+_fRVEqdOC9`+mu4hj1lJfx%V&=yL`^5%~;@usHO|@xd0PZ(ZCTf z9#r!;DMR9LxXzDdGgoyawd-Gr zWJkd*``Ox5tBh}|H&k?4trz`h7vt3?vsWEj*8ZajA)}+?0-E zLxwg>sWjM^JdKIgOW|d>sh%#HJ`kc%z|rSI-KKZHgnGORUhw<@kmB2b(P|XALX6~% zwQ7IB&hP*aDf!g9vp@r<)Sga5h(?ib73UhyFyQP|~T2P_4di$I&htYF3dy&(^Q zU=12;WQc8>sG3`x4WNFYTYp?TozLii*xh8@zsL+QF#86sQ!2hfdirm*tY7u(zL@zK za{~whjyyAdt<8;D?^2^v(46MICRswo={Ur~lyoy8eEQ}S9Fo>4$VPN95IFLHy$wPd zSwjL+Vg%u5T*9B~+L01N7t1ITLt1mX?&o!R{$v+nU6WsbMM10#Jrh%drA*5$@`&ZP z1bs$yQ}Atal@xd$5W?vo|GIuU7SlnMLKUQVPceU1f`f~vcQ~w|i?+)&-OeWMCn8v& zE00GXT|be0yxDGR32zwkNX2l5KINbS0u$u~vg(;S8M2zAV;G=@R+gh7Y^2wt6#fhf z(a5BL^?%RnFY?~>*oO;6X2?-|{A}FY5#%&pkkG~EuIQ@JpkL4@8Go?%O^BJ@DiTNo zo*H7Yq}rfesra2m)2>cjFWY5J6o-x9|NGfg4I2H_becjo|v2+Vv9jD>p;32I)$?f zAmtZbn5;6*(vi`9%Mfy*WlVm)rz&IN}JYL7q=`~7;kaxNmOgZmc0QycPMtm&Pq!6F210`K-w?5i%((pAB7 z(y^qcMudV3;i`H5&d22VL zF8kh%1q6b*6ws^K`+GyFr{hd31?8Y-st^Fz4-T^;u#%9Po0oW*9rN-J@cTWl?>z%~ zl^o|Y>Ad`Z7V5^;gx-okEI=0&&%`^+#V*OoECC;t2ZRDB7NwLjk|WL4gh!l{#~v>` zeV`eER>jav##vANJqr^jq7yfCJfS1j_K==VF9bL4D&I8T1=%y^678z#rVh+)Dv(R| z3#O#-K43HZ8S7CP>o?ewK0OF&yk|A!9exLq+b8u(r+9+PO`Wv~PVpw@O`K+p<9eeb z_VyqIsfW_sb4)-_EB$mshg#J*CemkmmVJ>YI_ch$>Pno#j+}2LIhC0-C9z7w^sB7f zi0kG>{Esefe^7dZoGu8@g=aKIc?~DjhIiG#BIfIa;p>i^AG~ZEYt#%=pa>$D-QFte zY&h@AR{+d@vd~4%k=8UOV!I-7O7=1iP%$HsU)C{H>cJ<_T*A74n)j7_osAEa#8UFx z8NtyHdKQwG@>}L?Esg)W>X-~Dl7*68AW1c93k_t|K2Qolz74h#u}fU}3Wp4F`Lp4< zL1-wb9UA=6o=(JZgIr^eH0tJ|f&&I@RSE1@wDh9Z8)%@|;n zg!d<*)Eg7wpAKx|lWt1kD<$drr?dYgt7*l&O$>7_x`O0NANPUFYr-Gjf7Py3>1M=3 z!mHY*7C3KSaL-W`I;<|u>zH9rN9YByEB%4#Rg zI7xOsd$;A7%0D&aTi6_XTS1 z>o|>QP`jO^UD8fe!4h49*b{q=4A^0~rQ0#V+z2V7NcCYWG|XollITe#W(!h1=Z8Y* z3fh0yZ}A}-Jx`qvh8{zr4Iyv3G_c@=q6faT!*7r1+jy04b}5()M>q)FW{CeQ(*PA?QpK&?>$8k_ZeGI4I>^_ZQaJKlf zYU^PtoCmEFH3Q~t_NwZ|lk|S1ABb{5ecMqg=$dP&a_{Qws>8420>9q2tnwJloAgxy zrJhU(zyd}J;`WQ#jrHXS2gIl;IJSkEr=gQvy-V^}xv&_y$8uUyJaTK&J8z_vX!bNp zsp{Y$f6HH|lHA-^$54YCcr{8!xfGo=jHP}(anWM8SUl3WlDnfl$E6L#;j zkcdWMOqyR#T0>f8T1DE@MF({Es@zf{ z>9v8=HmPyBQt@-SGkOQGRSlfNWe37?fx6oI4msQ>6#3(9Ec^v#g&cM*JtQPTC_=nO ze5X@?)Opn<#HG6|cmK-dr!HlUKS^oh0tHG_6XDt!8c*(TY!J`;x1Gj?FS3}KcWFa? zM2!LM{d-zdP3#``3t>*{x}&*8drph!FC|k<8~Bh|!C1;TBfMC}C2_s<#zKg8y{$gm zFL+)V%S@ny+p5u4Nji3h>5X(z{&T1GKGt79;txnlCG*VqyBl`A8eC&2bSv%duZ(PF z$~r!qh^bIX@BDF(;KaIgzffp$(^ht`LzXd!B1D#C6&$qOoHuX+m-`T3H&j0epLrhj zNEP)?#uoMBkT1KU`aR}u^3K;j!7xYB&}G=Wzar4zyM4=IRtgL@7*hK@5yZyKP0Khl zRc5ls+Y{ofB&e7CyXTb+u!h!IoYKdvvU}%*pipO*oHAXB9LMwi(9uA15Re?T2zqrPlNEu*t`(lmVz`47&xvn8-(!p^cpoS&DbC z1dxigK%!4#h_EVJTdx@nByBB2^~ylGK#a#ai$>w#Dg8TE_q&!Y|}Yq`k&DHH;v2NVn;omhng8!P2bJnKlZo8mWjFgcYlSTe$!es*c6$Mar#M#Fy9112@{GP~uVcx<6PLo5f zjc9(m$@4q?dFzDqX?-1=AV9%UAoym?<-9nv5vo)ibBv>FsmadLTTlnH&4g$6FVH1{&LfNR+%DojA~$L zWqq^Me2Tq&uS{qA?1DX$iv|11ky0_?kOx2)zODoLtED#VPs@P*);zD8;rLoHN~4XX zV9G0FXxT7M!1D8RdPn38lR#{03%7AbZ~-1zLv5B#XRai+T0 z6~bIUfQ`87!_E8JUftrFwLc=_qTuaoqmt=8L2Cr3yhpAXah+zK!q;u477SIJ}^Rb1(yF8P*9X~5=*80Qm1wSIY0(Zc#5(N?V+Kc$A z%?#z^iTMt$_g(tC4BYM+zTI3Bt zZaI}4@+M<`Xjb7#qkB&wWgQE#MtRUZ&CwHn2D;Dmw!(y3T~v^X8?^mrwKrhk`hC{8x<&GKie(>kO zubQ`(?AK2oI~^iu``~ zB$eRi!TegzFK4(=r*zhewK|dgZ(fjaRd!WYvrS!1#vP;6M? z_Wmv{mk?K_4bn5H9Wwl2#jM(RLpE~7Xf#sPKx?aS5BGG)N#7hg>pWhfXOOdx2nP;W4g5?H`Aj4DSC^#Bn^(8X$2 z@s3VUdJ8l-CGQ`v)H%tD|AgXP=_*Ck{;F^kH%jv7CAd`mNo~TQotpBBkt=ir$J58v z=Q?G2Y)X?VPYU!=u@!}z3{*u)0b`ZLXZ(SQyxe@*`^~q;>YSQFc8d$%0n-(I{r^X< zxBs79sbc|MtBzBCiUX^3yz~~E;%xO!wF6~_mrix#eW5KCgBhG48mhR3i$AI@PEDj= z>h{CWp?;Z$m)|Cw>t%bgYcc!I`vyJhGOIf}>yN}+j*`D5EXuy5BGmC^Id)f*k&J&k z%<{gdu@rwfpNpS1ov&Ci)4j@_5ABcj+cq_m&?BsN+m`M9l?^EM?n~CH^+lb^{`is^s?f?|g`Os{D!bIp{0!CEx++oeu*48cPKn ze;985KNkqZ2HdT@zi5lYuzggpzoQFBHr8}eNtKTP#37P^|#uHisSEC!N4_1u{4wdI9-*MxU zD2#3G`m0CnmV;#z|69QSBNmGt-~pfPV4u-Lz5gTqe;0-SRfRi0y)66o-#0acy?>lR zY?=M{brC<$ftu-NMOu63C(eE`I==3O#tnx*3vOwa?2K;IvgYTWQf18_oyG`URi08` z$iDU8L>?0@Qn#F*tWUJ+F#$PdU+P=GGCg|yZ6(M1qHta0ND{?=1<83-bBQ#T_-v|E zN;F84hF@^n|F=-(V?Y+?A`LT&0CUg@k&=AGcY(spuHXNtif!`ActlC;&#Uu+EAfAP z)<~7rClhr??L|HlWv}{j|L5l%k$(8jH%BqLA(qOyYj$;L*2lW-68d>!jDkvnG_|hR zIwQ4lnY*vY^r#Yd|M-V0vbJHi#EZx$F9GaUl{+26$y0j|{@L+4{FU@LBeMIX&)L6< zNP=#fc%xf+g7V_1mD;}?FO}j;?N>J4)jGHK%dSq#C|6G=nvbegXO3b#8}lV`X_otS({o2PeLI)iJ5V_S zMk{0ftZCliRhb>cw)aE>)Qr%rmtk*qhV3KL!T-gn z>(#%=r(QE6PUOg-$fW;}^l6x#4&%^YWE}Bd0#3j530*D#CCO}YO?=X$nRU-cy;Mm zJtgZ5=iR})cU z$Ly2eJkXZ?hb;-@A|-pFvIn`W3FoQ-2ddKsYdI;W_Xggn;H6sdQU)~7k5MzrkaPeo z6M3wy)bvz_(aa*lJ+j)yi!Eno|Ao8$xsq3efqCgQm{xb)Ps}0ut3>l&G>XFb4{0Bz zlgme((fsMSR!-$CnS0&*#r8y+>K|qHJd&$z&z9+#ZI9X>#@Tb6gmd%dVcBZLkp+4d zI6ACHJd~0D^a|+7VXa^A`{0eLoC^o!KZbhAe%F}9yMBfEf4q5pj!sAvu7F1dflO_f z;l8RVyJbpIB?9PwTPXGj-8npxb9tbNyIj_~1fwnvvqXo!a>fq$%;7Uy&U;!MWbx?( zNpjA!t3JdR_q7XpRN!nR8VvBowlYP86|>6~9GFKEhR?YoPoG$^%@G&Q_Vrh+cvis0M8Iq&q1V<)&s6^+@}{Z$Aht)GI|lb$vMz$%J+ut#%;DPfWa-{On%{`yw%-V9Zq%1p_csdDUN#_3?L_>%R59;9_vTd-F?$?;yW7fw zv0*4MWccvWmH?^vdDCqS)iRSfJW!TIe-_;)30`=qiiKbG*KfP0XgO%_W5Yl3w zexisc%gV5m)Dv+n^PV5wcU<&d%8cE0KJRc|mi^g;8z72@GP@Wv>jU$2KTS)x++({E zv8SkGC=T>mmgsctR*7p~-7CUTnMciBY^ z<5qHy{w$pM7tCd~YhXY%JkmFkID=o*zE&c4iF3ZRft;3~qFM;38M&7cXLpRFRFOSI z4Y2c>(UFT0z(LwNS?&CW)j|zcF@dPvKv0U}sN5=JI*4Uo#vy;*Z$1vo*438j*q0fi zE%$G|IPbNU6+^*#ZvK(8$!|}yYPIqxMpOZbyYpNFkCZz`N(Bgc4@G925tW-)75zwg z)~;rwxYbU;)mc>;FYQagBb312$(M9}LI1tTRXBXb1WL{6szcY85}dUQ<*rwlkvQ}^ zTRX)Qxkl1&)5bY@^%&VuR>=N2`>)B@26l~N{YcjfRS@(FQb#y;?U7-UB6#9SxrtqA82CpY<=>z;nC zGi@d}TkDoscYbiu^u`A)w`SNXE}4FYkByiDoM5yZ=j?^C0q0A7k4jyman8h-#-0#i zP+MBu+|5qf?%Hf5`^h`|E-~x%+v+)MCgKeF?l_g4Nx0(k?;n1JBI07+jou+{Xej)M zV2ph`RH&Q>N4>>bz35p@@TwptWKqyuG$PMoxc954cb(Ny&+0r%>v_m);MlUP&4hVNl$tBbm=6p7 ziN?OJ9UeWUGASz#->nUgLL(9|?Qp|sXnOH9y|YBXL~Q-V0|XJjpJ=h2N0er=4~uOb zul`V9vYVX^hRUMh*jC+^XM$kI{rtX*a-RTB62ctXr5eUO+2MCu>H5e2LW-PSavnYO z70%QNb$r${5Fwirut|{k=LE_a^m;!)fU)5B%hGgpn9hPeY^!v9HWY;My_}xE^eA%P zQZfABKH_n*2;l;EY1Lo1X)T003qSQGZVAV-fQyY<%&P)8(*jh$jc|m1TAf-y`q^z7 z0#}#yBwFS#aKqn61DBfv*k!}`)t^eAuxO4lxPqNexQ21w&d|rz!lVG<#DiZf1hBFi z>bx`do#sAQKhk~Je5E-j&mO%hdt5h-UJy2$2puZBz?M~G$j-uibuUC!o1}dVWU+$r zm%8(*QQ`kI7NP3s8ORT7Wo?%z=gqwIJ0lrzJcApTS+k(_(MLhcYG9wb<`Z|kvxO3T zUZ4PFP=p=cI~Dq{##XY&AjZ%W50|-0NpA7!89Xc+ttz9!O!%(GkNe|o4371h_mdrI znWq2QcE`#>bg2Z-7kD$FnVtZ#tWSik{(4T3O6}WsAG0;ks17jm-u=in16k3)!N(aH z7v*qi|F#_=Mb^~XN!f(CeB%{f_y{e?MY)@5oKYsk0islQ(FVcLxkvHKM&7u`*&Ee_vM&=1QrYJPfYf%`KW;I-TsLAO2 zjM)?0DYNZbA|Ky&v78U<@MD;DRMWw}?XGTkbxbT)(p4z$+_rtJi0b{=aQO9eq}Fk( z;t6{@rXY(aML+W(i~fdrDE;x_!^mg*>HU5Z2nn%@@v;}1tK&*pz7Wr#z~-|=$QL+s zqXm51K|sMaSlEDp-wp4&wiNG+}MMJC1&5< z+MnT!>fX>LNb5CqEPvdk{XKH?SMeasaLjnw>JcV_%?eT%ZPgYi&ZD8hz*sF~fjR8b ztQ@XJjM!{jjz0<#LF7z7B)WF#^baHJ{t~s-OBA$u`yf~OB#JM<>nd;K%c$7+K_wOL zm4Y>R!`H1vI&T}-Ltig!7I?0~2Y#(9dcp$0t~R5;p8HLdA)Ur-Ioij+T7}ON@*U!f zCFmc!aH*|7#C!(h3(zo$0eQd12SMBL#Kl}fHT8tzf^7T~W$3GEN0tESD>X%_K|-PE zXOTw`z9(iqQC-FZ2X>)8!x`e5=g`XCrK;ARerFH}jN79isw#pZN|$!6e|4k93#69# zf=VbET}T8ksUp;XEvmAw&R16#MGaD!n?p{MWs@OW4s&-z9}37ejj`6toj>b=M~bQu z;diIh%#v->V(PxXGh)#T%J3ljP~ep=V2Ly|%d|jd+tFK#+PV+4@8Fv0h}Ml@uXGSL zPqjV-k*bL7K?C#m>n|?T*D_)yQ^hx4rCnrgIEm8Fc6#}}c#OYxjY%A)B>&QW+>-5V zax=AmMWdeRsAftyU`OA`NRNGcHa0nmk%3iuX&bwA7Pt>MnGixLFHkQAa-ZD3^JsnU zxFNa;TC5%eBcJe`(#@h93YXG8N35zT+82@*@R9J#B$_{_7rm*2 zuh{}1z6d+ACp_LH7u?YT?h?hjX0#Vic?Km59}mn?HAIY{pbCcj|wf-KF>ZZTNdoj$iG)qJQD2 z`5DdAOB&;d%z{TfKEfw&_er*=t?an&FHBRo0NXL7wK{8QawiL^Z3!-6v}T)XZL^ep zTCRPWo!<^wzAG9Oh8b)bk2aml$npr-#prWJ<#ut?lTT-l>P@ztRLOC?aGUR8D*;){ zsbMGNP466UuP)_sv@1pnqp#1#Yz%I85ZR}~<(-CU{?0{SOPJ!dkCNfy2ez;9$o(Q>>2Z1^w*Vhf0$z9o0cSJZAmJ>r+QL@?aRwI<>_o(P&8>U zrLQMTa+gczFMx$M3BqEeBh?!})CWslF}n~x=K%7 zUVKlnn~5gRHzRQBgO4_@He<$Q(?8KH$tLc zSF%=$X3TKkoPG9!gRgs_Ws#P4EGBE}dRSMIJyFU41`-Mn>|m0K<*-UjrCq)pDzmz2 zw*O3$gH1=%SJC|gD)lXp2&X(b~xgC}_WJT`!yMR8vvyoAw)6 zXzA?EYMn?}jr?;PlFzJ1m3JAQZRGHBb!2?Kr7-3SQra$d9T(lu`=P32Ql}b*7jO%= zxBGPb1YTlm#tI~P_rV?WIFH0M=}(5Q15!=N3E&bYp(I%EJmrk2vLF8$QL)_@fy1*; z8=L)ew#9?q&uT7uBWw8*U1EENY03;e=AABN5&m09@oYE2SFgKQ&i1jntbbuIdYQ?H zm}-0M9>u9G+~K0CPhI*|q=p_k{Ml%zX>@M!%l?xca*T=;~i+LU~1k6`D|Gd z{!^nQ8kmqz;(W_t>>eZ2yd6XHrSoBh<`eIRyH=x<*OHqFvi%o%v6CiQz8%q4=67b1(3{Fi6fN+kmfoFz6W;h|hXsC4TlHENVcj{gr_%qt5Ya)w zp>4!aKl6tdUw>rQX3cvvZ!qWmvYVz)5xPndpYS@a?PA2rATp6J)0PKPrj61a!z%V5 z0_y}xjI-4I!*0#tpp}+ovGjqd-;=c)GZ0P`OvzI1H;0)N+EVUn67Q^iVIq5QHb}@; zMZ@UQR#}+&{TQaeh}2U-RzE7pN@4zx#N|O7--=n%@u;uEZl%E!P*Rp0bHNv|-@3Js z&s35T#7wH%RFRqy6`MnQ5zi_ zOur3?TXcMYOmhF{FhciZxdOR;^@r(gXdP-R!I@dXX~G=f1efP8yze-p#J>}e!{1lR zwP)>a<#B`I0doREzDcZOY85wzSC@6>3MuU*V_#ju|0SmM_(q)OKE9v(b5o+rq5Mv&}2qZ^CNsJkd0xxlr(d!4gLxbT(AZUrhv>!^H9)I2aEnEpH?iJ_seUIWMi?F+XzVI}8- z2hI+JrPJJ{QQx@NOHHUC`j^KKV}LS@7PSeF@+EHPHJ$|>Z;Rda%P}m=ZNzok@?Oo# z%KewA+}iIk3m7Wv73&#>^t51X1&WR{TeQASB-v9pX}OZx>m_`>hLE32ZlqQ(?A6I* z+5K_{IIALA7|@XI_<}~}198fPets}lZ$LCs2-ZdzSX66 zBc9=6GorObxxodICMD7;igEq2px(;z@Kj^i*cw@zwWk$uI#LxN;`zVYI`eoa*Y}T~ zq>~m|a;lRpdzOrfnNApCDiSS1*%cwnShCNMh_Z&VO}2<4qmC`x5TTf%BeINr4`VEi zF=Nj7-49N`Z|D2Rt!*A2t$jc|e*FV=M#)F)h?@Fpp zMvd0z#3~6dM++D={4I{{dHHet26J`-7ZD_D>=)?ALr=^pZF4n#Gd>A*M(esO*qv)JUir&)ZA`btk&#bG2%rGl31Nt9te33%7} z%@F@K52ev5L$omGipRFU3hTdvwS?Dc-^#Me^RxMXarN$^1-S;9@6D#1LJM zF6Xu;mze194ouhHz8E*E7r{DWdEm|X;kd~0t{TjZ8h?1o^0LA8Ks;Bmfa?8Ywl8?3 zMBOPz8e^vQsbOtALrXz?5A4eG#X>EeImD~Ewo69nMEFz``-KmcdY7%G#9HJytl7>G zQ9I(|cy9#8F;OKo79CvAh3PMbDm@=wLNww%(N_fSOz(jCf?6}8Lq5n9jCXdd|FMPB zk3>gL@6sJxmy<$dOJm;H97=vNk`q<>T|Bb-Q)&N0hop+*H`NZ`nji6z{g5aiR>mc~ zrY_}^R9%#9*2bm&(Ig&rEIz}0)H^hS@HqsoOV$%VdkDpz5vx`etq(wnd*E{$LeBh= zCzNiAKChogECTYIu#5i@J;#$58Trk&Ep4_vt`7V6Quf88LLMGH7C=*2+P_DrPG?@z zbf4tCojF&P@m%uUFnt0l;G$l%(*D4?4=Z}b0(AHIp!WO9qi)nJ}i+fJP< zbYI#=G}W#*K}G%E=QaQIT?z41qeOzXp!=Hl997Nw0naBFn+H{a-jUpi!Fx1ED%!EG zx5P44VgxuoTt0N6`>f6xEv?7jc;#3GeXSR#^7$^b9IxMl=l55d57rFTlsxoc!8Lu? z$bia**uAzB(&VKY*YXDTS?JFDwFkgU8i_p@`*mQ2LMI|Wf4&^5va@e= z-oRJoi_drNZt*ua<9VdITg>(v-*&5-ZMB#RecR(TkLZ5U?KGvcx25H2I3w-Xr@cbk z$gMf}lF|O7k~u4mmjX=DaR(mgX(hk--U3dB)ch{=CLuJ(NQ-CRF6z#`>85EBby-@& z>w58c60f|BtsP0hIMBPs-G?_Ba(KdW$JPx}ZIHEge||if9lp|nRz6|rF%s)n)qZw| zSf+(Ssj3}e7LyLSvm(Q?zul;pvEgl(WS5~=Qla|~b6sCjZU}aSRa^;P{*wFtTsmJU zvPCPhU*$n%BKd4}<`FziA$8sk7JZ|XZ8$&H?h7f8Rgu1nyR+iq2}AN?_a5sw@U98G znzGb#K;3gpeDEYR{EeL@sJ4VZSwbEC>jEbSp{Zo)R>zYiSPS|N(i}$Pp|Ni%%)A^qc@+p5$qTfVS(5s_NOvO=>kedSZet zOFNuuwU%z8>nz}FGQ_V=97B5+4 z3+cv*b4{{zx`ir4u=0wc+6F+>M?!avmo+j`dIZ5Zm4M#}wY%i~}ksJa^flR^_VW82Y0nb>Jo z&y+z$8xBz+MAH3rN^aepp-?Z;n9;_k=Foz8ItkGz=lsEeDS)IpXRF%Dv(znt-aHRN zXDXoJyV+Z0!3LL^Gvv&z=J3lfwkfg0i=3bwzmfjpq3^Sx8sZOD2BEW^hXEGjxx4(eWs8OV z1OB3*3MI#nb~$YlGDYztF}Fd@vQ3tz!C^SrJ!7b*!8Xen6R=8??RHgHdd2ZSZLF3j zO?0ilhTw`{YJb{pIrbNpZB9#-&v0eHX;_E~*S_+P!nSR=_UOWOp>BQ1wHM_2#(aI{ z_bLEz*A44Gq*Y&}unTabVU*2n4UkDH>TgkW|Epla%QS0vB<2K#) zYb%ok5Z6HUET}(N7F%RDmQAh?FC+{wFEI#|>)c&l7cx>#)Z!_IYS)JS30rvWt9IRo zp)!hp%G}6+=hGlOW`#Fm@VscJKh3x-{WX{KHV!AJi1N&s(uW&;v6kmMlge^&N-dZp z$244C10eh|n}z}FtHcdBU3!>FP36{|w|YPPi}+y=u@TNrVScQ{ws8-1=zAhw~z(&%Tn=yng3SzP@E z;aX_AWno*hS$7IBQju`On*2>`JM(CAcBg5hQP3wPyTC$Za6Q=pDHoFfHrgQF6N{g{ z04{2<_^Krqp}rIs>#TS;YmZ8I<=4{Glg~!>lJvnz!b$L@pyop_f#Fh(z-AriSU{ET00yS20+#%D zoSyk8KM6u;Y4)8wzC_8Jt1$1xE&(pd1@1~WYk4646qOvaWn;VkAk6|%wQ1Ve53HV zI(UUuiH!O;U2+bVR0|JOFd%?TMs<=80`Nx>99nH!0f&?W)}BqN*-xb`j%bTAF9Q%T zdn4A5c*{drU7`cx%or*}+*m|Z4;czI7*n1=N2lyibPI-8c$c69$mG6p{|;&H05(bG z(fDNhmBB2g)M$VGFrYBbxX=eH`+VMMWUUCgw#+BL@h%<&qrtR z`IJQbM?1+Oh(|SdOT>Jf2@(08x$^vAjRVf|<>N>5vsUX&45_OqkajU~EDTy8mk!KS zkAbY8*1g|HNXs$mGR zwRzDRyd|KGX@38%!hh@~Q~Zr1C%>3;G6k4D4Dsk8oCh!3GG}#4>d&=J&4)j{828Z;9KcZ3uv&^wBH{+U4elZp{0VyP z03uWRv&_wpGdp_QyvxF5*V3pM`-Zg9n+L0|d$yVlp0G+){-iHH)LVGpX-CrIoYH|$ zVS3t+FtwU;CUl1Z;jlY{dQ{mN7P}|2yu~J$}QGUsQu>vg? z03vmpIxQL>0}DD|32=DPWINZQy~bKEt5<`*U?*}RGM$=!)-F~p;artpXST?1R)RU} ze6hZ$mFP(xqRHusW47W^d*wxIhjlEw1a&O~0|5IOFkksIX@E~;l%B=(Yl4tln!RsK zbTljfLAV}XkYo?A`CKs;NA8zK-;Yw8bq|0X)V|nyN@373zYRCjBgZMi8r})YRXW)q zBF}g{axP3IiRR^y1en{c{ld?u%g0S{h$gXk<-9nD+d~Usi18u_&5zzCG_bT!L zUYAf?bEEI^QC6zECx~HZUOGJ~FA9X8?09`XlqdP~?gF|Cc-EvDXnXEI?Pcgs2f0Je ztG`a~p+osAvE@`J!#&r3cv0=BU-%z#Mk={4Mp~&gube$9Wjmj5QgbK9TvPrT#?$99 z|L8Hs+HH?dXF0Y#9S=DbffVc0TKbC=C&N4H1mwKl!mQ3yFn@MiLn3CCGQ_4xGcF*Y zEFOPUG>d+n&0CUZL!UxsJ!I7#y@Kg;aQCo$-zr1@-CocE!S1U45#| zpiM(2DWr-sSc^ZxfRnrZg;6coAA552{mxHVToQ8ToDrn#^IrSf_mA7&rg=~LI@gJu zB8;GU-;r+caEN{kUHSmLH(%*lRv}li-YvCkkA}Lm*%45~AOMvH= zVbEq0*^ir@lH|IkzbNK7ZA$tny8bQL1`4&Ba@kjZSk=Y_ZaN^rW%aT0-NM`d8l@6c z5$J!na22C-xYD@z=LpjJ5D4JI-@dB-SEww+4<*7$a$6MK__=AND3E8;(9>!4QveNO zmtCM`(fBZY*K6QC{^P?#(7f9?&%k~RcQY+8oHKY`w8uDJ_57q?$uHnX_pAX5uVsDz F{{SX2qM-l) literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/datapipeline_simple.png b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/datapipeline_simple.png new file mode 100644 index 0000000000000000000000000000000000000000..d5aebf0837f301bc2afc493514091815cf752a07 GIT binary patch literal 40551 zcmaI81yogE_XSExcQ;&8x}>`s6c8?*(%qnRcS(mz2@=xXjg)jZNO$);*YEem|BdmU zL%Dd^XXn~`uQlgfM7&jzMMEY=hJu1Zlb4fHgMxzTfP#XiM}!BSd=I^n13r)(<+NR( zpipoi|Dd5VvIv0^(^eW_SFo~@fT@EWtFf7b$p=C4x*zNh#!PW-g#6CG*eg z!2g7)EL~k41=!d;JUm!ExL6&WE!a5t`T5z{IoUWlS%4BOE?)Mo#-1$pF4X_3>QmxxVQlIi*O75E%|?*{kNTem49pL;OYR(g0q#WyuIrOXW(U5V@U5r zIRAP3|GUKhyDn8{s}I1a|Gv%f&)fg|?4R;NY>N0tv=zkI zGza~WpaF~!2ELRR>{4}l_Um~UZ92?GDmQ!z!*SGa}(m3nkdthaEu(9&Z6 zd>~aA!2Z9g4e`fbOA%NW0RN}Z-?FqF-e~`6`|m3?xG)O-y8EsNMtJ|N5GeZ@>VW%y z`U#Z%t%mp-+P-+QEa?6JHjV{!boT#@DH7-?yIr2l!_F7Kj4{!drBC;J-~UvPiEzC< z-?WeTJzr2&&+wB8-nuMVHIzt}(DZpQHpS$)r*QQ}>8l}Ra86@9ui|C4UP zQ$5V7xW{!+TAhJTCXm*+le0L?H6~lCL9CK~<#Q@#Ci1yk})*9v2 zKVY-)3dL*(zM(aFzFu@_er9bxtSZ#4w>OXBo?$0(XsJxMtDARrT&Riqzl&W-mqX@lAf%oGdRq*8C`o_u-^W#ooYCY!q#Gx<9lx< zyFuZ5Yh1nmqa?%UW_i}OaXW=E+wzuZ9G3Ba%rssErV^3;90u`Z_4%6D<+nIOdRg7V zuRX`f6LZs8|L5CS!DDt=a<6=^m#3TT&oJpSIltmWpVOM!ybIIKf8o$X+$0}tMX|NL z9<+;JI=$Qb{sonja*O{NBa!?CVP3h}{YZh6GGFx5pDdSAi6>E7^cJ3?fA0{QU@>MG zp=k~Ebi4ZHnI-2T79=u}=8?miNfqtPhbht*@pZw@64v^U}zGTcPhuab;s z(xp4saVD5E+-87fu$gT0`S@K6L0v>HJjKA<>PB24U;4lMZeNy?2b!GAJbG`X_2ZN5 zs3*z*m8PMOThiA!qeCo7YiUDeKZ8$a(iZ%<79!(XC|DmN)QuNjSxADGn1k-EOMmM( zyK@hiNEs@xR_RdYTh2Aseev8tx|mW|<=>G5%f zWOY$4Z@peHFRPt#zLjXG{qJTL6M{3rG0G4<>%qx}%MC|2<-5*yU$FWE4AfnYCj-iK zolL;BsJcorm@;01M%(1Wuy@Qd4C45HGh?CgzxcZDd8pZT;D6_gmQTjIM)S ztmv~R!AR~qxU_itFf#WvB9TuGN$H1GL#*htLMFs5@Ew>X`&YAu4#3Xflnn+p@Sj4d zSKk~4Fezg&FZDf^rw{8E?T_^k9vhODR32mfu}KVthsT8(jgo9+%pb3w8i<=-KtXR@Lz^tS!?^+w5tm~Rg~ih{X)A5nnm@G+kZY(6=R zOFv^SC)(e5HKUu|M;t}Yi6#OLB{2NtM37jb=T}{Uwl}Ej(7Nrqz82b-5m-&bkuRU$ zr5GJuPvnzgN*zSV@0=eXWs*+knkf}P2}fKFugx%=iBbOc z?uDkKA%9wvycXWTlJo}cwV=M@I!`9iq9sjSm@VC;n|?8`#lfpDy2{{=EhXn=w7(C0 zw@3uH`kKwLwzj-o4Q@hK49W3TG}E$J(kQOh9=MZrW0-!NnQ^bAk}gVwSpN;L_vIuN zJ<@)Ow0+=821%wFW6-ThZ2`*`k<>d(J8s4BZ+rwYG3vvfcW4Q`-dFq6ZxJ}z$Fvhk>>0S;0WRAzzcf^T40XIhdGPE zCJJ^ctLQ>Dj}yLTZ~b^vuI-K6vhu?xF4CgbUB}K(V<~sWhWqhH3^0&)2k!+9N{+Oa zbdI7499k6onX)DoUe>^7m0h&lSGs#(ye6;{K`_cWBNk_{Khk(|!57SjK@v0kiJ`C~ zdHlYI2}L&kbOda;1yR8JKovNsQA`9UWusvaAw)UF9|ks3sLz0Uj}~f~uy$xl2aNg} z2FyKxY0qpvX_YkzFNrQsGFtdcTa7|55+U51Or|W=M9XE~71GTiT0{nS9VbOB zJ-a3l;9HeLxitDYmIhjxMKXDmBI^%5m9Ke%Y%?9&8u>4Vxs+d?pVY|=Pv?rsO9Nsa z`d@+it)oN8Y$utYHw(S8a%;&Tix?TI+PWDLsXOI;b^YD4U27@QT}IbINWFd~elvy; zh3zc*XX~|2DhOSeNk_TL(MldYV1#FJcwNA#!+(p|ZapPlgVGfA4y_tb=f582njd05 zIsB1d*smSp46Q-jdf=6`Z<1jGvOhn?(lxiri1?ePr)*(T1|q#`t;GNLrWC`vrGQ}! zxTU~XFXiYBs#d4w?5$mJO^hZWI|YvMlL@My)uRHe!&+)h`wS|(FAnjhVMk*J?tLNC zH=PI+t{kbI$+@297tu1U=y@|ke_m(KmJ~Hem(8{$m|YA+>hg?5T{8**EffX5C%jAk z^6e*0V^GR1BC~CEs`2}Nj_A2gz)HZ6GM5B)m|(}wS0ljXb&&Y!)6>f?75D|bD z5wqz+?4)ujCuDUBiaZNLQfo*cOOUUx|4a}7>FD={I%zQ{o2W3~Aqq$X7g-$3(fz{d zi@z(dgOYoYZk9a^vsnmUcErz_s8>8zef0Ouu%#>`!u-EH{$d-ibZA%){R7-yoYr{w z8m`6va*BTc0&GQP?J&s*X5!=JxU3+`(pqQG2wkS_#>N8O?@vSAmB5vm0XST9w2OSF z9k6J7$+c6l9S+ZQ8LNFZ3RGv2A`P46$-x>Wz&0eq5 z&I}7UubD=S!^q6Tu`B;%*vu?Hta0qyS4b0wLu`@-Mt93trkBOKbpXLWAu>`oDr*-8 zgUbm>V5?*mlJdEJ+IgQLZI4@q?xy=T-gV=a3@XKd#Eca_Y3 zJuh}F9?>sHBPTkIPRWaXh@f_xvRX~5v`{kYb~&EHop(-AIzKsDN5|gfZs6A%_{yxL zAjzI3&0SRT$h_-<}nLZGO2b@%>-=6*z)WyGniNG-ukdq3=QQ`YG z@*VK+{!D8bx}~&CYwC{Zc`UoxGn+jVzp;#;{C&MQ+5hQ!-XhesyZN}OWZq>=c;pp< zp3%z36X9yWYY}*&0_F5zd!7%{XX0ssJEwy@)qmMFuZNNhQ$;avEXWD490G@?gZrE@ zLUl#xrSmQQRhY|gqXfn<_g7jXIKZLduU>XvOy7(X6-kG$O;)1nco_p~xBLCuWz}aR zf_}*hh^{8p_tV^I%N_&p{JIMppVD_%^hiqcMK636VK$PgDE-w zy<}czZ5~nJZ26F)-B*nPJtkvws%hZ$VJtM{hX6XG1_|54&8nZ@n0eTRt=vzBh0^Pf zFBltBS1+tT4~#cI2+npxy!*1Y`~4hc@gpbn?)_QLXPU(y+qYIvg-Z={*S{q(ysl{{ z4}cJ?{&pkkqo&r;eCluyJB!CsO&>VlJr6LM910Re8DS=pbBA+VILxuWrE5CnjIH@} zMvt)?wzQlWz0Kn?jk*+*I6FnQ)|#82eosSB&(9AhH>K;H2P>`3H;)%%A9+_lRa;!$ zt|%~-ZOxl8t%Ond?v9AQJgxw9a1cYp)mNQAU5%x;bY^QQHzr`<9Y*e5^q>+11c)IP zWFf*fpHFR(UB|HXJV+0u4r80I7i>Om_Q!cFHh5gL6ctDT8%fxYqV)a3qRr3NmKffZ zIl-$b^;XkZ{=RB&?-L+My3kUzeF7%ebxfF8X#2DJk}yX^A4z}%_R|y(ZonJNqESm9 z*%;?Me<)p>B8#%}0u0{w$h^XGXuQe?(VKPR{*9e#&lg`_JWEQeBB?u;NE!T|@4nl_ zt^WQ4jX=6a_UW|qxUiuE2E|jB%`7lT*18eh*#l~~(h9@J2dSGU63QH>* zosiU4g7O5gceft*)~gwpJ`_}BMdr$21frJHE|gXv9G`Rxu#4BRv2&j#gGadj^6|K_ z;K?G(DfA=!Z;FN9uj3_JY-0-BLdWy&DP7ZcaN;Ge41GF_05pyM?aONzA{k0NBseEo zj|Hpm6Ba>eJQX*Do0pYxgyGqWEovJ(YR>@B(M&sOK0xuhM!YhAMmeA|JKAO@@-WC ztoqz!CnXMeXfK3C4+h~cwpFCv{mE2q%1$rHPIsJToouB!E2{rGxOK16yms0*Rqu1B z^ze4UR|a#9JWSHLA|CexfK@nVHp(uh^HdM9Ha9eEJz6!N;c5Q63z>yaa6N0`H#t9IL|gteoI@QAf6lGufVQ2|B zj*sCD>`BrW$o(FjWIv53&NB#k;3QmMRBVMd0rOtJ$GF~E-n9RNXK@RKcMO2GblXx= zmOeFN6>9%BN{xa^{KG*q&Vxa+v7^Hu5Ooz@y$J-Sx+!K-M{(H#ZnNf7_d2Rr;gSBy zO$|2FhF?+*!%48bUW<1JC3EsgM1KnygM`DSxLwnDL2x&3UGL(V42po;l(oKni9+ts zwtD1``zthz+u*n1-$q4ppl65=V@X)Ic3ll4*c#FMjfT zp!xHfSGi=*&0%2a^fjMyyi8iXUbudR7*7MkLNTvw4)1~`^^ImsEfhTx>7UX!xraO@ zid@T0Zd^8{m7&zLm?n*P@Nr4gCsLpNFHtIMxRCo)6a|LR94`4_&MVcU)lob5la^87 z@JX2maZ6#$N_8#2g+yn&zX2yPOjQ!|RL_}2rBlZVO|y6tqTn~}f`GLq-4 z60bOV({^*byr_)~YEdh#8EAdfjR;)CeIsO)`G6vWQW^`!0{sR% z6o{EUgsX?z(q=S@rH$q>F6mEg`$NUgE?STkUq~Wb+5p$CIa!& z6eT1!Tk7g5HSf#a_0q@Z)$_zrl%^$%$A_wh*xnQoE|`3eSS?h9rRt}h7`rf1=WrW>h*vUb1~AR8dnTnx)tT!_*PxnstK)XL&@^Er zCZkvoY?qQKaI0QSpc>CPWHe@fWVul`VAs@ldq11(%tm;al&)-m*bol zWh{zP*=NNT*ps`nRJmJ1U3irVQ?Az4e!nPy*cygPHT z+j~cYO0(gz&FJuYzK{WunI9+GFh}zQ==Eqjge4v}n-v4-4^UT!lAY7Vm-MzRPW4&> zGIMPeroq$nzXn8~&*B)|gSc0Y){gq;6Vd8po>I0Ni>MzBDylO?cd#5Nf^&TM&kj+( zS{TwOsN}ip%vaA`F~n-wNkV*Lx+9GRdbeEWl3LTU>YNvW0%elW5wEdo6%FKa@dudg z`BXig0 zL-{2`aoXQ8=Xa~#KCZ|59gb{vaXp=*NbD-d(HYJ$&2d<0*hQZt-oS-1)yxm1y3!gE%omE~GD0y%iwA zG0JssqRQCluIF_@hkg>@C01uROdH=9=cl#bc80mj?o={!>|e{o)IQO*Z)XVx-{^L(jhSz469VcDPZX+VG!6G=Zbj-5miSeR~3(_HzAZ0VG(G-|&j!=VG1v(a$=Ot;pH6tyzVtmjP<^ zmWriDVAJ2C_dnm4z6bL#1VX!2Bvvo~Ofb8aIPIB$&r#!}_#~?)(OLDGKrt`++YD`n zYw0?8KE1fY_#`V?DJ!Hx&!o5JTcsWq0%=YBl@tRwr*f297bL?nqwok{(S=6BGdx%r z9`@;KTB~^;w{X{E(T;ca4SFPLs;Scmj$-Nyo4J%Ff)|t;#Uo0*^S8zwZ?VXLVdQyD zeB_t@XYFdEFY!NKp;SwL>O!{rg-VW%)QAu=a!*+ssrGzb-%ccg`|_gwd6g#*eJB0J zhIFMtW{aHChk>_xFdCtanXer=^cMT{n?L9UMbGb0cBA_RiqOT5!-fhQORd|*kP2Re ztB6V~;i)EUvJv;$BMq;oYt$$5BdVSCJ2)M@fZ|MHM>!((UY#G*{!9K0%!v3H?w9#I zSy@RQVqXI%jg(@}{6leFHgSY0osqV1mcr8~w${lDq^2*$aU(Sxi8n$57*rTq{MpNz z0Ye<3tG`q=zUNL9V&*5nb&Zvy$#)d->~Io^mt}vCD$lBbM15f^+ZKEYALm(aF~9)l zkKog22{+TUU$~fO0^1oP$KDzX_i7JaeWHbwbHsrq-5xnJ6=#d#GU6aL9AS5v|D+Q; z+URsENtKvtnQ}c4l{#q98*5%-<{|y+c@RY={!yXbt5fWFjjcrw@$SkY^-6(_u(R$K zjg3&kw;;w@(STJ7W&lNI?&U+{>OPP3*Kov|r!nRYM3gsloTFzIA&82d6K3CMvum+f z7-kq4z^{IP{dPbr6epAhg2jZswAfX43XW3qJY5W?J~ocSpI^ne6Yi&m#oNl2dzH;a ztj>$F_?IP92?Rm}o75FL1v4?*a%Gd*zB6^MS>o=Bac&i;g8`Ou+9 zXQdip9pp=~uSpL$JmDr{J?f{lm8^r7tG}@k?roHmF~LMo8nJ{WLNgf!zuKeizW4T-HR@JhrXs4M zC(xU8NaE(WWxGfOSxzo@uS3f7TWRl*GGxjrs-h!urrO?m%_tm3mNA``C>?3;R z%zAmLpSYC`6ADj)8j>fK;17b8jn!0LJ33cSmw(Q(){BlU{=Vj1?5H&zOh)kvDbL2V zk|lKtPV)I0MU!O=eiP{37pD=Dj`U2>aExTye~5&QlrI7Ht^D;+R(~k_9C(G6m#?7cgNS*IVJAAThQN?AxOM_p1SW+j|6m(_aIy=38 z;0wTFMgC%>eRi1<>cTf}B{B6YPrm*?YPWyt247X2^(`Bq;2ZZB6_hbUqUm3DNg`T* zFPhDopbz7}ObabjieNSxSp`d^spGxhrD~3@l{QS>=x)eQM@?7HNc5n$Tt>JWA+=UB zMqM?jW&TBKCMq`$NdPu2iW&1UhPIDY2LVgaw&i5v*cppG{L$F(wGdOpc_=!W&X2`` zWC*mTrMOy#lMw~C`Q=-68&r;u__-}l!*4n}uoQtj9eDjurUR?=4$`sB<;@!>n@jMe zXIX^5wf~XdUv$zE6$WfrSqG1zA}(HH#clD;h-A7g4*|cdd=)zmr+nADr1qV?sGTtf ztvwIEY3ayzR`RbW9@WKgBe7v8lNcNy{{kN?2I&q6x|W^y`ra?s1QR36wN0vw;d{a8 z}C+GXjQ znz9OhUjpVR?VP>}0m-1WpgN`oAQLr6FtADFXC%N}xmoexunpBfQ`1Pnbj2mJ?9a$X`a!%7iKGAt!fG2L=6%H0P{Sy#QhiQ^~@fC~CM77|p%|t9K zUVx^I7)wXlr)#&vzf_Wx7$x%`zO$anHzrQO!RunOplH(3fP4gt$ei1`GQEm4YM(X9 zCM$+#8a_FauEaHrE2@jm4G`aZPT(L;)~L-Q?9}1DF03oP7pRP$sQb%gia$R87T9c8#kwxzFRVN z*P1vsX+FxXm%OzUy!>T5t^s2ga%Jh@*MXr|oH%dh<>5zZFD^C^j0wFT@}By}7!j5!}i0Pkh> zG;B>m$J#HEgmeqSd8THCociapn){`)>O<(-&jQP^N&8#Xo?v%8j~y2UIP(m}KM zoUdqw`YgcoVa9f7z_lZ;F1usAq;dSHe{w=^e^27j`tTI5VKZb{j|kvpG0m;`%w4hX z6m_-lmH#@9KIJv4`%>C;(<+}$@rqUcQY!E~U<}2HAcE~2 zi}`@cW(~|oUR9LtJU zPm1)pmYbIh4bcD_b3Z=!zkR#*taAU<%VJ|8^?*YV09J8?FqP>53N{SD4rDicjX&bT zShfgQlK){Q0)8Q4LQ^Yl)jK=5{rqbR*R=exa4;Q+vl8JXnZkpw{v40zg}JyEy-`kb z`sD9Yvzne)x7`3F%c&lK7%NPtCNxug)$R4R z>*T*M9VH38OOda|*#=Ah_)D-w1}kHm{^e%mFN@{uUfW9xWR~%#%)x<;x(;wprh!Pk ze~?O3`vcxiKqTy|&IYUp1TMirhs?&{2Aoe>(E@-ZrUqr~0zfwfWYL72>lf_>cUnmc z;->APrmr93u)deSczEe!kT@(I)kcdR64urv7p#6J(Q34t*im@MSNZ%w?MRAWGhrWs z9JW#!C-s2;qT|>;jA|s2x(TD^Hn9cfFo$7Lw;?@VJzU8Z%t`dB?gmAk$VtSwY(^6M z5arEr5bs|I0>+)oE(Pvg=$!AvQ9Y|7x}pgP+gDb^GS%?o5x3-0ZwS850CVG3;;3ml zrU(Q{=;VufJ_{++YKGQWJaI^Ml*lh1uBKfU%~3c2FCncNs2GxkYR_FO^dl{XrH~;c zQ5lnkTG1{s9-(xXFJ0#^FwD9q)Jy;Ey6O9&xxZa!@p*mjfLl-XWqF2BmkJL2_54Nh z5#VS4WP7YQnWdp}2ajTL{t{?hm)}Fw4hbI?I4D(->=Ou1TU%k?hV9&zY_6g?jEy&# z0Zp291`OXL@%E6geUO8Mc>4<}BD2+(arJtF!0h^U55X>28_;?3zqSV1V()|*odzEx zrLYfo)gky%Y(L15*qM=gu0a#*M|c)`v6&@H1R){)@f$K^T-UVv(jH@dAYZF~#3#K- z@&7~96=SXOy~TD(bYz8Sqp0g89G~*F5G(zVywbh?q?7IS1}^NX9l^h~Yj1ClPX+L* zl|cnL(?$T#OXHpa=P3`%`8^4hneLJC+GkB_t$H7nvCcgJim8Lrj!vgwWBfYd+lSYy zUfMct)9;s2h@p2QvKs*aT=veYaK8m$$<5~~j9C})s|k6R9J_I=8Im1KYS>1_lC0@R zIilYFrBv~tlW6)eA!A59)Wup*TZ(kV*Zqi^PTAol{OYeErjqcgp-qJ4{*);nFIJ}~ zu)qoIM(Fx-)fE-JTk;`-6yE0wkeg_7u=^648!sMo2G*3t_d(<)tx|x%$(&Uer*qpT zp=W9`^>zCPcmJB|Pkpgu2jv)?vI&kxfYO9{Q3_%dOpD-wzWfCwtG0?v2w-nu9Pq=* z=%y~jm<(s2uXl$(bnIJ|H1^IKo7qu${&*L$ z*m3oTZE`vJ3065RsnIU%)+-1avBkREKF*mGseU<~FC`s{UGR4T6*8yyjj+tkjZfD) zLvbs>CF%NL@4W&@7`Q2tg<$sP69CkeTPx4BeDS}P3%xz%yabrE4EZFwMp`w53O$Q# zH&mkh4gwap0yU(1g$Kr3qNP*~!A|$6XJN>RibwXdVKWLsmN~^4UfxIQj*mH>^?!$J zh;`9}ti0c6NrXjzTyai_x{0~~6G8Iw_ow}7Eo#+(%SiJ~-zdpELqjx%9d*_H$u-Yc zc@;-h?JFNDd>rvNkQ&3bP&i&8BzAt~-=V$@6Qb z_0UUT_<4ZoR>I5=*ta}VT5@bO;DL%#(?J3lmZ4ZO!6t9{mGk zb5qGYG6;M&4p4yc;L_?(0CQ(W4K==&M@tUl)sMR4Xr7C&ZI<8(JG%h6JdpyVSUO1G zarHi7+|aDVSCX2@+a_Z}j;MUc&MM_OkL1%ygP@J%lon;=IyilGQ0fyl3c3zqF03R718Gj zN=~ibSBx5k4FH?N<6PK4!%ED#zrL+n6PQa-o@|~B;LM9w-=lED?jVegqlvr%ml7qM zVAOU8EQTw3E+!Al73g#~FD_#RF8mpmgxFt062jOaBFi53c(hT5w zh>(lRYydMg`v^eM89q*`{?gG#s?UoPS;+Fe-}@7Y!U|DjsBkYx7Whsz$K7_c6zK!1 zNB9j1nkeT2th5wCd+NGxlYQbBAp{1FFM=_A=2&rOKoBhu#fJVh2p)}7@UTMi8|Q1D z`>b`Sp=wM;f#92DEd!@-1RsSeDvw#1j6m^j~1LxO$Nor&E{SoHT5r z%UU*gmDjI$v(m9U1!w_uA=hR!m!<;^HMg8NDg#J_y&4Wf^sxeErxqZl(sG19hMMnP z7z$dUZvzLUi`l2Gfdtm2xu%2i1M;`}O|FBby(lO%7h|F)8?e;k-hixw>>dAByrkZr zZuS=95UaVf$)(t<2Y}_{g@_C?!We89mnwhQ1e@#sZ*KdE+?; z(2c7G%;<~#f#F#O=`*GQeW9bh^nmO6mv7l2V!(%s^GrzXmqQHrGui!H6U zw%#2kXo9|CG!n)UuSvpWnimeu7Sp5e3)H#nmCA0%)^?j)?Tk&4mP$?fHo``)><#gx z^^?5wi>9vKhq^fvlx)z~d}?8-2Hu0(z7LmsID0ybLhKyya&HI?S}IN@ zywjn3yO{D*AF3dZm8A$wBW1@(SaBVBzC3%rodG&!CpG~%MM>KifTYZ0`Tsc5#Du@H z>PHAYmH5ra>f{_@!IZC;GQ?7!1=2HEqS}mkXr|eBIb>^poDf5&%s%h5LeCw8jj2pL zQZa#{)-@*E5y+K+6TMX2fEmIL9O|B+AR$CTC4%Pvav5MM-Vzc{?Ldj5_c=A35`U!U z&0H!?I}SYNkx;`n$i*bl^k*&0F$nyr@{!zSn8W;}^+t2ZOp4tJDx1&AM81EBd4jQ| zRE?@tJ4ZN@PpYgC5f>Ypwu2#O<_(g}=el%a`f9@bOJD~o3X4>j(uxTlV4@KE6SDOyu?=3HgALvn1}!3VP659uzicGAFBv~2#uCDk zy3aq#Ih7S~!T@TVj3mBzgNLHLSWdu?GW>y_l>9O2OKZz*WNa$!OG)k~ZL)Vp<-|o$ z;HX;4)DcJ0WCRSk5gJgSaW!)2ExDjlb&{>4 zaOzlgso~$Z>)VwkOruSFa0)f>W^w~D!IvBPrI1kbJVeaxn^EBAc)S5pV6id-Ok@Wx z;#y6}WdNp{PN5XkM&D2;;QJ1L3nRCNgdl(__JM(EAD^BH2e>Cl8?k~@iQo;Y5_7iI z1^@;5*GfdC<$>_S&EYsUHh|A*;0$E z*qj)fgKW1M?VPK+o6;R0$p^KQ&fTB1GUYGPL1*mcfD&-JT4&5V^XKhH5{2Pvt!xVl z>l`$wT<@gw1!=sb#YSRxjEig^QmHDn#e4>g*RkIwuiv23!g57?Jk5^jJR<~+R8`~CN z&#}|owb)guO9G2L@>FK61%OL4xo7pN3wKcpWJqedUWo3c&FL!&H}ivNQBE$Y@Dhu@ zTGX;B0;5qj?Uaw|;ir+B2QH{#;11ZM>YADY2lxh8Gjds2exdkuD(+#JaB2pT;wWQT zBg4g^OJi9wz-1`-2g!XWn~0h#_dIL|2-IV0Z}EJT9_8)Zp0~aHuSenyI-O=8vR}h4 z{XS`Xuus(s+*2Mvb8>$=3qYDqPVNellc-yd?^eV#?%QR1`Xh8|q`(#8zyiiJIVjAu z=cM`dbquaH?5+FpQX?)!8m8k2_^zj;0h5HH2co^^i)(icQjN*zRjZ zPB&@i@(k$ml~Uh?ZQ+^m(l9EP;2+;TV#p~O7@+<>L*Aoxj`@48DZ_C}`!i(+(nxqG zgdjLaUBJxr8Kryg7cU0|A;@HaS_Au)?;n7>#VA}_zKma&>N%5f}xQ9EVMj0)p$^h;1nh6C~ zck`S#5yR+4c0Emul>zd03Vd8h`gCUjf`G!>MQHs%8f68lyHPphE&v#CLvJ^bI zwK-it9D%f`By3K62d5xSc5mqlmZolWDTLw1QC*I4sM(%*i!XMpja%5ff&p!*FGrfp z!!zL*#9UE&FB0An=_6cX5S-*SOe3g6K8ukCU)R2|ASy<&F2|^|@(|E_Icm32I!IHa z#lH^6<_HLh4(&xKERSagHDPkfQ8b)NP+?#*l{u|;CZ!^ZJemV35WHpu7dZBEy!q^^ zQoNqo8V@RmALK;AC>$R$F}1Snz+pAw;E>(G`ZXpqLJ8Dwbj#fN^DpbtBdRqZp)%_u zh~_D)#}x45rd3qGU0BN0U#6=27q3X!u3tucqHQ0aS6#oV>9JlH-)(<^J}OSM~Z-n zt$6zCC7;>0=^b$T!XVa=LZ_T1Ipc>BU1r4_m8S6VpHY4@%9d1&m?o4MPQ-8vK?Ux* zXtS@=zoZHDw+v{0Q<}cICYZRQ;uohb0sPjM{IhfEVa=IJqq8cR^^73g8$et(9Wm?7 zVRKQ1%sOn1`xJ5jWa79xS&rXfA9%(qn+F6J?Yx#^3u~X3cw49 z0Qa~Yen1Ls2TWd%mzfuEOA4R_9x~O_s0GIxYfF4iP`yRsIN*~pMq+XH0{lmP4LH}< zmN#z+xl}xX?H`cYM4wam>35fPaV*rRfY4UN8YXi~sd#h{8(F7!+4)m6*QjHxZ>piM zmvPu|6z`@WphDBna?17mdd6yPe7y_kLRbq(%pWB@E3Z9ve}5~IoOJ^3BtU^?=>@~g zha(YTwWEV9wbgpF!h~g7NoZOtrna8?RxG+QGSas$W%I)kuaZ3W57ehO_>5W2X?+$8 zygN&H0G;yHi>@&)vMBS0izNYxX(&)C!}r2BzcH(cH&F!>(DRTA zRGv$Cd-0FzAofrh|1^bk#`H53?>b|}e1pP_iCiV7nS_Zk2w!4YASEu{Jfj$?we%=n zinrrj*(BEb)e*a<3aAGhRe2vCLP+##@~OV% zIs!o%0SvqWb{GbQfwOh@c~oC5Vn{k_rcZ^GcZ66sN;TLE)bTH^uq7myj3mT0c=K!C z6^_YFB_)mkDkn1qB4;cc<{v7&t{_l0ri9WidrLE@hwsto&bBv@+_|_Q#kn%sNr+~l zlgwku7+qkO(t@M9xJOqFXHW_Dop$(DhKGfsxspsY;d<6W8j=7YaYH$C?jCC8`g?ez?Jg^y^*mY^gTDE8;4CZpM==@J<4Lg$pC z0k|i#dkKVv)DX(gTJSl?<&_M=*}UDH3?!?|GhSM9w2$hk-Uv=X=8Xi6KQu!z%ww`2ZC#<<*{=`@1-2F;6ol z+F_)~Ap95(FjS(A@TmX?Y1cyQO9W#nqZ}Y!n0`0C7u77Iri0e z{czUxLCUsaPNenT06SnCjhWQfs{SPhG^BvVmiCNnP1;k$)q&vo2)r;(C+?G^lxJ3h)F|1P!44`x7lelxsh;*{IV$)dRe=rIR+x9}ze0Y!}k zmd;VqUymRHNIvD`c&%FvDpXtrJk`WDV2Y6b+I>t@>7Y3oD4Q~Ms+Wv%{Pntfn==!6G+M}c!%pE5A?n& z-uNXEw_PG!+B7<=DFelY89(NiquoA9I32aWJdZZ+0V-cE zml1BQ(pBCP=Px2YS@2I4-RL%&1PcAxLS9vq*UtKvC#$QMfXKagmWj=NH>Nt z$SFDI7QG}n4;mfV%8KgJ?y>Hd@N0;B5*Y=g5pU!yF2$in;nRQ-D>1iJMeg!#)9L^N zsAn*xBMw;o7Q5#F>dE)BqtlLpK^)bIH~ax5qz4M*j73dDb;03VcAOK?dNbF0PN#=MIv1E*WSD&fvvqVnsz-a4RxAi zqD@Z(?+n-8n|38*LzeE1f51LSd|E^xp~SqAZjr<9Vu7_&#q_gfg5Lp)6;0V@hV%u% z`%DSm83Qq=!)xD`wJgA4XWfIZOpfE*KqTPK$I6b64#O^k7WS^UUsljGAf5kra&`|S z-|5rvB>|E28Xz)#!`6DKMiRv_qb!jT@hOltzd`-G3fkFk`g<7T%3#c-GW0~&;50Z` zZO61kbp>qP!YilUCO~(`m1G&nS8Lg&&BN&33pil*Dxy!W1hPaZcmB|@#MtB*veM&c zRapQ{r7%wH8SrZ%Dnd`NNduB0NT~{>c#KZYPqg*PK%p!E=|s8{1k`yQCeg7tt@)63 z51vy{M^JP{m3WH;3jHb>7=rn;VIxv`nir+x(gE1b+?P859Ot;8J3kw}t!T#jpE1P20To6gFoT_7EU%TqlJD!bPvi77P|Q|`bCF9s2* zVy_j+S+z=lP8S{8iSm&F`!|dZS_JU!$vzWQ{yyYXnLB`sMCC*R_3UQK_ke=af~iIr zX%vn2DHKluf%9&zjFRxxl=2?>&RU`(s}s@M#6Hx{GbAx}a~Y5lkBrMw*iB3%Ck5&u zvTdbmBY|3awnm&on`=&I|J4ag8i->NQAf^nfw-nYlVJktWlmrSPX@o~!`#mQo|pa% z9CznHsyTClF_luj^Z;Wv;Q(>^7G;l?o>R!)M1f+#e#A*8AQ7H7&$L5j2$`%Hy}))p zZrsU;Vr?2A3p=!v*VRXQ*@+t*;zMOlKKb|W0th}muacybfKaKBs3-V2`fyufQ8XxLXTshit$=y?+C(l^GWq0FeXhcsGFA9(MU- zH8)~O=du`us8l_kc4Mflh?8ysiLnjLUQx_da#Ue!z1x62Ggx^wnh(5wonN1x@+1Xc z6!SOFH{J!}UOd8C-v9>zO;|o5)B!!O~N~BRaf#%DG>rl(g*cEo%O=&bA0O# z_e_vVMC{5>FoNsnE^UpsiWnSfOa~xd>PwZ9e=?5WzyMcJjF@)ZxEf-71@sONs7E4x z-hfp}w`_7X*oXQeRgNwmIlfRE(J4bm&2@-x5Gx&ePpoxI`+- z2zWecX_u1s^MJrV=$Z)4xh%vNTNs9F1O-NWse|9X6Gqf&Lu#ibG?^d*_6TWRnj||^ zhTmSaw(YM0M2fiq?Q8YR*}R4+20;~j15yUX8K7}+^!PJp2x~BS3pZaoR-r1M=~kV` z5BO=U5;DjDkV0b<5pZIbcJg5+%G(3K2%x-V8KR8vHL0X!CfoD1sZ6B)B37?-&BJ_x zY1q}&%g`fz-M>{pVX{rDBb(>?+v&d4?eBhk3-<#eClHX)0Z?N;m;n;UD!}n@Mo#pB z>#i}Lk4dyA%4K25Oi+$bP#Iun$UH#1atGqH%;%>ElG3_h)e_px&bk z&0JftjZNH|`FtgENNUoxguj-qU9Ft55sQp23+PuxZcqZ>Pui;q%wjGbd5C}kIGwnG zIrt7=##4$&69=WKH;#+K@JH~>t5@L=V{!(-2Y;)a3XWq?XLoEwFF|$5_5|vbX7)_b znl1?6EN#|w0zjMF?%B{0~>%dphrzS?Zua`m>Bnh2J2*d zLV!H1-|y)!=K$PrPtKa(Inr$XYY;l;ZhFuwl)9SD)v)L-AmVp19!5k7>m`VC2aErJ zJ_EvfQ-ZGMPI!_jntDXR6#IX=Hb4h-t=h|=Mk`Wm`TrsAEu*UJzUWavkV7B3;T#(2 zPU)0VR6KM_NP{%eDGiEr3o0QkAOg}zi_+2!5+Yr9Kkxhg?)cv^?#DaE{lpjyIOmDI z*IsL`Ip>0z5i4uZ)l!jG;E{kI7k#Y6T)p?%C@fZ};CfZ?k3iM>xURQX946uk<)+Wu zA*PPDdoME#M&8OfdR%3iLo;rem5Z5QfWYa345{Zr3(~eysG|oL@|6yqNuh- z0P*nH`M4@saVz+4M`IF8rw07*a-SajU@ReM=fBL-M2pD8YohDYSUX?a!Yq&xWQrEZ&P4MSY&E{iaJY*+yHxEL z=#?@z=u)aS-69lkBQ`s>6kz}wZJ*^hF?@=roSlpjr!TvyVnnK~^8SBQXcQT3$Z!x!YR-P%X<2T+a2YW8+h$wBXWFm3_897T;;X8(fcx> zI_160NHl5BRwkfacYZSQ-?lZl1p;QdYmUdOmvRL#xFuz28FY|?k7(4mMS$KdL9i~J zbx=7HLC$nHamnYPi&6~uprp9xbbO2b2`a@skuWwqiXymDIlMjQXQOUs%);K$=l`OT zJ@d#od2?OW$S4;8OO!AZrQy7>39Wg*j!J^rjQKGse+h&&7=2xIjAl)BVWDo9?&q!% zkK=QL3Ae1`&bW>oO6|TbEt&bB;y2h0_71Co?oN{ycx)t!Xd$#+k}*f#U{wlRcE`H9 zMsaxrB|3=zNK!HQ7cK;m8BPiA&y{%W{H2^W93i2S_EUsiu~%7al!o+~)_;E`7XZJH zqZBao8gw$E!qHa5@G#RFzJ&3l*ph@H4MD3=3lN)(PHP*6o^2#VqeiPNdr;m*k0qRL z#fb|4FCC-@ z?*~P%{yT*8V4cwY(bd*gFpads=zt7$4eAIZ7kqLyr|axD{ajXi7z2fY=Jm~t|4vm; z256(s|I-Es=@Ee*!BxQNVq_+$IzJ6w12>a?%{2b}|M!p2gS}EV8_APj1Hd6agp}w9 zoUIP7^rZ}fU1$v%tN=ahNjgZ=XQ6CHKhe~C5o_Xh>a53v@dS6%M#1e6{QP2k5H_E0 z{pfQ5^pdsGk1cL9AFj^8-Qi=t03H^CplK~?k(iO4`^Ew8ECaqZ%DA=e&N-zxk=sp;a% zWh7p9EjYZUeVQV+v@}&mXQoZ;&$cuOOLTRf6!Da0h zD@GFThB{zuAAFh*u!o#%p3qzTLtp&oo6*4L_N50~L5>A8@s2+L1>ZL1zBo=#;p>g? z{5{?H^L+!TGkfpx?r^CP7C9jSc#0mS{K>9CCaBB3j>Oz&cJNm&80ion9ZZ_!S zQd!N=*7Fvi-_DlU$P2|!UHRC0J?#L=-u1-^}pb_`jPyf~S4+HMyBMYC7t!VAjLLjYAu|vAgtR zHbpS(gD-p{766HEku;qaF+AhN3MC8E^%z2#yY3R3ZHzYdra#iv|fR6RFT}t+; zZdT1zVBVL9P@K;iomTcFTR6)?8n~K=5~VNQ?^Hf3{3qZQK}F)D z#h=~e!E4C8&N6{Xt|3Tj|4+P-ONQB!MX`+jsQ>Re{`(=A0RCwpm+5!jzlYd=9%A6n zfxQ8VmZQeMkLQ1(^AIYDFFC&x{-54dAbW@gpYs3ThbKB?vgzbF^rntCy4%!1wiu8< zLM)X)JBVptFM)ZO<83bxCNgBNPYeIg5XTZ1RIH#4^Z`1=y)cZ2I(O?1r1_Y?a5{-0 zP69!$<%<1|`QMii1a6#nLH#F^6GLBdVK4CJ^Vx9VHR*IY5a*61^+JITTG-a#i_|N4 zG3RuakePsH6_nnyogP#D-Eg?>FB3ujRE`mc`Tz(DYqxBqj> z$$f|UgJKdWWpe}|rm5k%dKn#_pcH75rUAYF56BQ<_Yk;aWI_USfNe=x11jA=8xGJ} z#6Gs1e>ejr?I0-Zoj`!cJ_LzqIxuPKmIj+UUVIpMkZD^V0CRyx$rzscv=k$lKt`&4fr$(6G`s}K~_>(k52#+APhEOF13_rnLem$2UB!p><9r8DD=B_EF<_9 zwxorB54~4fG%0(=V?F(@0bmlg2E5=tNnL|O$!0Chl2DNrK$hiF6!Rsy0ltU8JL9wC zPN6Zf^LiD~8g|ZKW3o+0{Fi*ygPbz!_hBK}G=kx1sYWcgaAV}>M3fZ_Zi4)h*az*` zq&Wzjx&#kz4R|tmT9L)<0_!sS+XOULCIM$pp+k(Cg+v$Hya1sPb#KREZ_uKH9<~=I zRdgq))fTM?q4Ts6^dacgO#mP~0Qr=ZwW5;V20|toEN9Mv7nwD5P;jfziaLZMks~pPoN>^IxhW0ij((I(eR^#A>AIYGrWaR5e0GbU^jY zTa7o#yA(G3+)WVi-3KJ|#y=uKD4fx^Ph!mixwtiWjr`!z)j+O#1HDPigPKBvKdfPN zmT!zb1)Q4?R5E{~GLWr`5%>a7Hz`F8VqBV?eYx2EOivAQCkBBrf>r&TuYC>hF>2x< zRfw>obUXkck=+O`Sat(Lg0V)oqOtVs&S9hB;+F5%(sopnga0zAyeCOiJbQ1*R z+N$ssE0DFIR({RgslikC>g%*rz@@k97P2#zm`A`3x4l+CG>R|PLhS&&`K9hkVEre) z6dOThFQ{|_mZNJYmD?qhT7i=870hiUB(^Kv^M7`3R#2@lB~CPrr<}J4lbh{Sk7KnW zO6F)X?&Y2Dh@zF8e^97G%|dv|&<;3d5=xDKu1@AN!6umHu580t0~|K@KcQ|%lM$D} z=cw2Y+#V%H&BlcgJfqetkI{=IrAX_vVeXm%U8W9H^jou43PJ913l^$a#y_oRIu! zBej=uV{im!dZKg`Gh^{i_)c{gnM!(hAOKue_1z~hbZ&<6*VZ4}x)%}rhs|R@BLm)zsogdN{z^|W~ zTQ=-U$%`fg+71v(@)&R;UPdHaR;V4=>YtYj8?jDxZ`|l>E&Z8 z!Ak&eh#LzwnbU24>l0LBV4|={HT6FTuYt$BrP4&U!i|t!)tv%F)Szjm&-7VN_W)!N z^~ml3JVAayz1c#lsx1FOh!W{-TmXG4?+<~Z+Vd}lS{UGi0 z#O1Pi6)fiouwY!9r^@Ux^`C5pb6870J#&=1jjY6`a|zmDaJVJs8l9X<6=A3Zqlsjq zSRQo%cpAlsZd67UN-;`8RUx)Y6puL4{{p9KJ|y-Cye)83FR^^SVo{cDHb=(ke*(oR zXyuTBQi^g_b4%O+1D!kjYue}5t7Aj;Z)lq#LHS zBjw_%js$^o4xBAAt^r$H77`I;7WCwTRCUBroabg`iyNU6D9boCSysXDuqPdT@%zuz zSP@s9WEFadMyAX>A^_qiyXT}F0&;g{ujEFqZH&(pJVtAU^RP#k19PPOo~B{dzJ-7hC`U9XREmF9 z9kV__IEmL1XD{a7T$ZGWn-P##Q>;@ZKIeYN@_7>{|Ik%ylkbGV z_5m{gv@%MCM|_dkgkYP$>LqBKZT0epi9eHKS!nx!PfcNg56Y+APh`vq`;-Aaji9AZ z5~5j)6IGf^RnyW*qS4Sxb1jN0p${Ns>GkjNjXj=%+L89S>#`(?w*TtKqM!s~N&lz7 zDhYa70-P23xs22kuM`PZynt7qL+T@>B)U3V)J)7OWn}%`I~Vq^t%6n0PU5 zq(*iwye2+8^ROS=0$-lD#JqcYSR)BscYHT32^~v!SW4+%j8JzA3Ab1*>TTIhBQ;kS z>MkY*Y|8R~N_{zI2&_@7Jwm-~yJ1F4I_Q}V|Er*akX7*1PmO8J#Ec5VR-BOnxjJPA ze)_Eklv_L~O-S{uin=*S2>daVrD2Lc6}Iq`c{`68Wuji9nPv9(tN5SCW7uzK(W=7* zEW2Ml?|?r>c8Kr({LU6e%EaC24I1XWPiyAy;WrYflqOyi&!@r2Tv_&*{*1A|{iV%_SsbsWh zl1&~_w_vP{H?aHsP^v#o$}VXI&Pbeo3Kdi-J={&gb*VGiA;i9iu}_h^YgM7;Y{oj4 z>)oEve2*hDE@exgDGQCPXa%g}Fh9u%~?h!CRVgLnHen;6hI!`0qi@LmX4U*^Z3*$rrCY4#viLa zP7dF<2Xvms6a>o@Z`ccv5Dsm{%TSd*{StoK6{fcw`uI)lFx(;weOdAk)`h}1n^9sA z`nW0*%~PAbm2hGrW?5}{A`r~cU)6_oV)YX~_@v6X|B|2VfC&y|$?I~@S7{&K6#P>c z1`9)p7F*M_=OVG0B;68PA2}Z1_(x!QJ4#I2%bS~*@^HFs1Y2E8dfxxAQH@Z%u+Dj2 z=0GvmeMo}$dKY*h?$FgH%b=Yba!1&jf`;U-Ql_e;+zn1+gfiU=7cva$x1?}6?hb#L zR-_`*ifX;hca_e~Usn{5+B*6<23JM112P}w)VRtdRU=;=+L^ZJaH7ExhH!WMsayFf zGRZRQIPn^K!n9YdkNQvlih*F4_yPnwn;SYiBB3xeNnP2g@JW6G9*~b?64aeY)>WuJ45?h^%=Z#E}|z6vIO?X0@@gf zY~zqa)%gOj7XBLU!c6G$J-mLeah*XmBHBeBB{fRW!&>~{JfiM3B~zo@A>Piktg|`{LHe_3F2tWHmX2Ain#bd?ZJwxlsxT8mem0NM{@tS&)q ztRmT_@8{unid&*vDcyo<2s-K(5aE6~ge00rSsGyZMC8Kz zH6u)Q2I?3!n~3XV#iycQqf+5kOSpK*RMyT0@K_#XR-h7YEX&T|i*79G_d{*Jgu}7l zsP~!P@znJKHLDyO$dR(5$MUjmg)ubMFZy`5Hwckv3ZChrLk1k|1*-6tSWKe7Df>^w z4MgskqlXdj2A8*E@=TK>f7c%dh=h ze2^IZmO^Zus8&B~Pek6IKtyMn5_PZkrSFojDJG&sA?j(LYhygL4tmsWJ}h?$#L_9I zCF$^YyHQxtp{Km+5?-Piw}cQLagZE!RE^%nl9#jC{o_LU9WsrU)J0moc{)9ITGx&< z6}HdhehQA_d+(!5!`nU_d7HOdZutNr|8thaM}2h$*d5a!>*+02CPlfA;<&>S6a(bF zKY^roDrr##js)!v^XDBKCdhXG#HYeb;gM>@Oz0#QvD|9cHi%XKWLRP3+5}%d+-+b7 zJbz@b(t9=g@nClXVqVqcv-wa=?DFnEckQa@dhLx8-ok1j29)7J8KwV#bn~SZW$7j; zAM~rO4$#;o1c!*OgA;ZF&%1+p7=(RCGL)l+=RFqbjs-KO7Op6X8{;g?S@`5yLG-!36_=7Bfy{`8u2n4{Q4=O`%-8>P7%x75e6Lw;`94b9;H#*~y)b-io?hF}v{nf28A^k-nPx&}{kEXy z^rivb)TLvOv8tqe0YQ@1{tdQ1k9IQo;E4CmA9!plc|Ck($D|_3Pax;fgmYEKJ<3imCw=<^2q{5zHJ1n(d{r1IM+Tv z8#Ybu19-F{B1PxC9gj4B577x(!s%PaiO^B2eE44GV1K>AsSxX9m-I$A6~0_F=C9a| z%mXVrT8L}qAq$y8Vmj76A>EfoT--Q1ssq;G!dVUMchLiMcRnF%=4>02TKAeNU}Vr? zr+l{ti|S2a6Z!X;63LZu9nUIZ5qrrNlc-TLs82sM-T#9pn#yy|$0miG2l?=~<{=1V zi%wgua|dike%$AfNt`}_$djK{uX$F+FVm^U&O_=0{hdsYy9HCMcd)Ha0UN?IOebpt z@nDeK)?PWalcZk+IT}W$809KiE@o)bD4-DAn5wLR>`Zgq*a!zS0yb73U6OdWE6z^@ z`f<5r7d*Yaa#5u_?7i1V)w!azmq=xYXK00{4ChSRQl=a)Iuj0Lg8&cfD+gp0H*O4Y$z8sZ`St z-#}5x#~g0Kt#JvI}##+p=zzGGN)#sg73%1HJWwx_)dtQBW5T0`^QWA^|z`C3~ONb3P8HG^1-5G zDeK!K9v1S$(;e9(E*qhnjGU>o#5D~xBPh9^INB#}1sw`JR%thNwJ__t0IUl7h zDa;AvC|?-7UohH==BwpJ>){`{B4T8B^-5rxUoxmj+~PBz9+k|W%Ac0^l*M3CM^lYD zhG6Qq99jT>ciYF{T=}$>?!3?djz5$iibN9RZDSeN4h#Gx;$%d+FyaTK-j$^7cqO6? zS^7LE0>6`8M<)Pv*q{$RlTDHZT&@Y?#^x+e=#t zk_Q+)JUAcgLDSZnR~MbaqtO|Z*}Y#BVFEH}aU*}0UVV#c0+(r#-6hElqIGxTs`b_n ziHYXRyf;K7R%e7h6oNaZ7V^b6aV`u+xdvpx)&TrypngYrnwBWTQ2A#>VJJvjmqAa# zcdUL%nAD<7HF0jc;`0#yFZ|7}rBo67r*P)tZ&jLw$lt)a-o>l9g*i~}oWHjyg^%Ih~?~Hm?8Qt71MO1`?{#_l1hX`r(2xA zBG`hl>F@Ix|5+crH5MMKV!T$9tz>wDd`{sjOOZtvTug0b zv{p}^e}-%b$66rBOgigjK%r8Hv_&V3-Cgd9+B1t@D-$a^l)tNI=p&1`VP7P#0HG#0 z4!AfKbgATGN3a8dLn^Nurg?ug3gJLv5_e=&$sz=VP zfEaMu0wRVCx{m%$t*20_cP&w27iQbjAQAKQ4XfB^vw>e_b6NH@&pR0pn1Z^<(r=B^ zu@JsE|La<%!YrDU{%qqBHTJY=nS{@sPrp1f8v%8V-gQ``H3>#QE!YXs=BxoF)$Mx} zi!M%yL;!a>SRJ{{9i8v34HyLnuys@3ga8XSeQr~LW1f&;P*Z3K)I1(!vfgk7gb?=b zS?5HZs4#`z0{|Fj+HJ6w161IKMBnIb?RTGqs_e#L) zfMVEv;1|mfZ_eLDaZwtOPdI+<8Jc z$-20e5I1m!y)hb~ky}u2KsK4Xs0!gzuU#jWgwzzAaz(vOyFk>S5-rYzrF1cp_z~Um zZUaYq>|ND!w(nJW*0Wlea}QH2ZX_4iE-5T;Bz2RlRersD+I*fF%Vg#uV_<-fZa)fe z5&G>Zeyuscpj)33bNvXCzd3+dY)zS6&jB26Zz|I%CSNz8VO(Qw(TYbg=jiV-WKlS5 z!1wLRP@kUtuM;rdLv~mj-7ht2wP<4Xv)!1IpXjdBSvK{rXY@8g=*8y<>y)!i*#GZz?mQ&#b_rq6cz@BFiYFF-)w zUDNkOn)dUI6oBhzc1~_`4u5PMcD%R+nb={Ku!HNPkAXhpw#&OVKD4G^PB->Snq^aYkMD3j zLm%3RQP=%dy*`iSN4d@WFwmP@C@vyg(PEdk<#b7%Uhw315OtGk?HA3fWIc+=dO!l< zIm zV=+n87bBl0UlgOFso767lC)eHR|BTGH)n#RcaTl9Wuphy zcUhhYA$pe6mB?Aj(1dhJ3&*%$GQ`=b+8>Bnr7FnIL`}Z8%T=x2vPA;L;&MSk-gcO@ z^%PFht3Gz%^-eaj@8$+b8<`MeiB&y6Cp$g8z=T0mPAO4+e=*z-^oHC8aoS7k>?e4M z6k)%aG4V;b!_xe?N7a-hk)2dH`l+}N)V>j0X8lBTGJ)hbYvO`oxQ%~Z+Cr4s?f@)G z-=q$A>rDgA8oql$V@hI*j{R|Iw3R4tp9}W#ij4_GO9q$BWs&^tsup=)Xq1Sm^vLlN z(xfP4{S2`F7KLjjOaosO<5(EYy2^Dj{RL|lxC&EK7I+?cr=piP>LTDw||JmcEyag63 zS>{il<*C(~9bT3IRI0rZ)g{(f4Ny(ogO_Yq(g-+xn|%E`xILZ-Id$DV7X7!!A< z{)1LH^`RB9bY7COnew1tFb5FKt#HkLW+64M$sSDZreNnocFcZiG!??)>&EF7(3>c0 zncZ(bAhoa}GfFAaJ0`UpM|La20{f2oZVbU~c$*=Q4P&piecU^>&V7gP`I!qjteyj> z2D&@clPVjTpn26|HPzJ~(>(yv%)b}H@cH5IQbCQ6H*@4?D$+QUS$!dcF60=R&K6ONU7@af#j_};Skf>6`-MvXk zv}iAlc4~-{!BI2vmI%i`45m~3kXUra(-nr@|7=m2)NO;kyG(;66(P`#7>h;q+bu-S z;@UUPgEQGCRSS9hE1)qjX~X?r<8ckT-~!rU&)$Y zJ`JIDMA_1nQ6$bmWr=2z__KRFNJ4|ev-nw6n43#9 zixu$fcS(N zXNtmp04+^VA6)}yK55rUhk#PuIGuFbt9MiY#6O1mgaT!d^{_(^gq zw@Fobd}QQeA%4mm;dW=%ilehOvOwnS8F4QbL@?FGGF45ScMFt3&D>837uIyqS`OpD zlxSGFnRXUA{y4)QEjdPeJgmF!$=W7@)_d!A9IIX$5KL8B;Gvc(A4R9oh>6afUs=8J zpd+m9RBY1;sAMy9taSA=J{9ccGw(-yv1RWl>o|x{`#o*-WGTO0WSuWI8=E-2_|Hz; z5@Sjry@EGr{nD8DHV~p@PZvV39^-zxhO7*dhrf3pdJ@K??jfl)^GV<4ajer!1tprR zVVdKB7nfe4tHxFKZNue|w`3vk&EeK362(06`9E~QbWi*m*IVQ!J0RnVt3Y8P2io0V)a8*bV^qMN;*Mz~m*>4~B#g+kNuh!6zvetyt9kk~jVGrB(jy(`w1<$;+eG zCOm&#ttVfh^>_=Dcm$IbYqA%zKc$HbGz;_recqYGU%*~PVlYSiy=#YoMKtTB?C22< z9Fe^PnD+NlWv}(C3JxpfmMVd*LBl>uL^yjUSMEH@ShGQhb5N^a|mH(&y}x0>+4iY6uH69DQ*677A>%C z`_{+lcC-MWn0Yq=Q+yeiIK|7xErSkR{*<~Xi@8l12WT#Essrf*VfY}g27MIjZC9f+ zd_Fv?hx^QnfgH{!iQ+O8K!0U&H0uC{syu}WMZAs1s9LZdAS0(Rk*FOPRF3*Y zLtGs3h`Ey-6Eze{N49<2PO-x&O7~-w2KT&eXVo7w&c)DhSQ$+0@pDb@)5A8KXGf59 zKrgo}XI-4)C5Pq0O;997ks9u_GqO((SaThsA9u}>x8Ph$53hez)(KblM^?5dknq#Mm7fACSNa=z7lwmX7zuc+*OU5@ zpbo~QCQ;KoQ6!Y;yvyFe;4On7;!+SMzwtm94Tup~LA6*8u1a6@fkbzT>82+54YN0a z2ESrVAn3R?+C<%?>6<*k$Xb|MT>Rb|7g8egZ_@bqU)bB%IN zl85^vc*&-OQFSSk@0IJHN1*rL%BgfB6Z}FflK0b^Ced5Y7xM2YNg?R?Fg3G0n^*Yv zb)qxirspgLhFpxXzA>_JXxiWyTxlYl))R!Jd@n80LopFzh5HI}4tvlj2mY$a(rkV; ze4#`O*4wluudc9+)apY-()2@{$%_C!mre{18R#coA-G%D%0CBr#xga7kyvM5o%^12D!$``}&4y~N9Ef_~oo zw}jIBaxKr)se_@0rB)yOOK{Ar>4=|v5Hub_$p6&krXm%kI?;0!Rl_Le!!xCf7$Rtz z=14nO$nTQiJJIbGIRLbc_2k({w0@HTyFaN|qe6f4&59*r$|XKQnPWl!-h=T{so3Z% zZZE#ggWc>{(onJ@aa0SJ@0Vp<;?0n3# zsOy3K8yS3m6?x}0!$cMlaF zC$cL-IlanzG{N*2O12OD#pjZCHXp2Gs z@+(<|s>z?x7K;OmX*y%+nM2gGvzzv4d>ohz=jrW*%LvS%4cxdE(GORFn8WHk%gRIv zEb-KE;c~0lWqqwb9Q%|He*D@5Yg?)Xuj z%o+w%-PLGgIJZB7XV)oF;<`nFp5L$>XDGWz6&@$%;5XMpTX$0zFS|ER+fDBw`ko}! zrw8fapuYHU`-pt}ql$CF%uU15Q|W=Iyj$JGmFaKCuP45*`zC}d-T(s1c7aXa3G0zN z#l0`fxU``p3;b3FR(@G{T-v{w+9$maO4AuRNDxxkLzDvb2?`Uya+z zV7Lz1Wi<^l>R;WBlA3Ec+TJsFH-ynTPadxw*So5I^ti0Mu5e{8^)D(q&wV8I+HdCc zi+UW_drz8#w!j3cPdBdHV)jPnJ&sm4v_55(2gOx)hZ>fCIF=;Nn(ENvaQ}?iW_@}q?r|6@=dH60efK`|x~0yfcSrrY<)fpM z>gm&t<4DJkt*UW$$oJRmKea7Y=&v~bx$lA#>8T9Y3&u|Y)nCe6>r{?glX^Zdrf={R ziSPmvv@Ev4!+(0yO~g@_`R^{wrvFEx(+5N%Ba#6NtIVfOKd!pBekDjiefj0{yKZ6t5brlL^c||Y1^~4f<(%^VvgO|wq4PF{Q#j+%4KTe6 zM~?rr(p|pyA-n1J!=8lYV_Byw$)?nAI~I(96W2 ze8bPD>?t>3%oXF{@eapy1HGNGMos$JAT%Ep4AOZ0eH}D02Q=qvnV}XKA%<(g4&X|z z)7h5dAo$JOF(Ia3!!YFcXK)GV%>&RJrc@(0bs@7hv>Jc`vbnH0GV#G6%_$wwSFHg< z4}M^ECGg_n*uxka7&i#)5iKFkpqFu_D>Pw^(#R!P0@NJF*%0RsaE1gc7$)>``oY90 z03gzk>}hHu3Up&7*1*R=1dw>$asm5# z`uXqapMb5+%cnRJ0CmPRF}1}P!+KkR=`Ho0@=04vgd`|6KLnRa12Kiu+21i8T5bu4 zOyGbx2>GdPIBgyXhO~jQ(2-3$Ys1$ayyy%tNUZ+_paQNBf^T@n+qA(n_QlU@?4zk{ zsK{ygr#ZI?0-9OCJ^W%<2(}7rdjN11XLrmkCnS)tMP=WZJNhVdBtg7D}z;5I-qZeY)2!w|7hcF{;c+Qtjpe_mZqp?K{YCV!GE0bCWycyrpr zds!o=v@Zo_4>jXz%8vxiJs;Cr1RP5IG#vyTGa5h*SIq&UNHmEm1U%1zn5~T8Mv}vr z%eMn}ZW{se9`8;^uhjgRHl=^-emI}F9+zGjEcaq|-3YA(bd}m62LT1tF5U80B^-`% zi#YKwKb+}l8WAS&;tZ|?cSoTm^q|K0qSW;2gG+$#`B*Lk1)qu0%IMd2g`jeW0R%!g z&Gd4KvI8J^G@$LXt}j>VUJ1wn5nvWmFXiJJ!ROrI1ss?A?NmkL)!PdA$U^0z3#e(a zgmcY8*De6X3m;6wbe;rE+!tS6fVeLLtgXfcDj}xY9Gl!1o~K|KknG2p(1M3N^wP(Z zmQL((<$s9+PdnNqq*Qn4%D@~M^qX6lfx<02f>muM^$zI?T!7!1nrT}1gZwcwW>^~) zyf?a9$OD7l5T!)ML7IX#`L= zAOKbA%B5$m`8JFTX8KfNIgG%DH~$Nrb*As6TjLe2YQUVkgYW!lx7fK*(0<7A?&FWX zj~foUX=8XRT|!!}emh4(+x~Y?~>7f-itlIxb+qz2A}%-Y6D_%89Hl-xqLge zwbAMhTS@H)UJ;9TC8nxrd*a6$IC?rAwlEhUrO7ABezRqKchHZ1mGUehoo-5!ERHgm z@p1v%yf9Am&UIRui?>0wRkZWoQqqtpPsT?OXn#3M5qp0lz3}#%Z5Fwm1QpgUL-$w# zMz2OW`Q2yC6jPebh2ojS147-#;@_GUGFgnomneK5*w~lCSP=ZRprxfPKPF=ev>5yTYGuPRP&rsxbfE);v_4G*`lcqE>?PhWVNcyTZL? zMlhKtt11J5Hs&sUxvP)B@z0L|KL>AB`dp1B1g!WJA2AxZdiO{W#z|JV31Zks|5YxbYyMj_smUok0n(e8T-}xS$$W;gnhj3sBrWs zT~BlQ-+_y+mw_Ia<8Pll8hw^*M^nHf+N@1_d^u732y2ZEQ-ze~?yvfG=HYP;TlkH~ z#P;{nb6d}*YiWTsXx8v`R$GFya}<~iXeR8QV4E>#OPWFXsgGk9%q$LY)>2%un{lYo zs?DxCO&|7W%kT+H2xj9}jwvE`{7MZC5BpGTKjwCBY8Y*7Tgs66qmU=fTG#`iFp_#K z)17pte+wv;V}wZ^z1j}b?ZSo$7J9PG6vku!xJ%f@e3Ufo2{%kxO5V$l4%K^2sx$thbPQI)3;5mh#Z`j?k_trkTk#sQZgfLG5~EgeKY((cAwLZZWeVgEk`TH1~P# zh?kPdfolNEjE%IWG-i!sDHN0M?yZ+T37=iss(egU@rGCVf~Hc=_-^5@rkQ<~lQJg$peNnf5a?b;}w( z!UdBxpTpSxTuSq%bjztU=R=d(8+Qj-0ERNKE8x`J&r+s10-2{%V0*SX2 z!}rto=9by6_}*;3k&PS{E_vf)X7m(2J<4ZJlf!0z$lDGnb{8*1#>yOKoZse3k}6SA z5ODSJo9vrf^BDy+>-cK=@g<@z+)n?{>f5tmew%5a-T-&!DvNtwoQK~ zHgWB2oUprSEx%&Fn4ZsoF0neHN6x}zay3D>XMTD7T|UELhsK&0QS@nciWoD0#na8a zA`i(KCcP;Y9bAE+>o|upl7zJKuJO&Za@%bL(Wce(NLxLD;k+?Y;juB86*p&GpB?Rz z^lrCtDZLt95eD>&aT?V5K3zD9)$S>iX~)Muh?Mh1GC4dXG~%SAOlZrkqEg!EuqY z9ZU4#5U1E{NH+5Dz0vEc?pHx5YJ_$WlBOR(-eRyU25(oRKVWCVkG2sWtc2cUIGNmk1XA$Bg zo^R`%UpDz-v?(xBv?XX>s;?_wWlCeZBufKYj6ZLISN+l6p0E^}_1a3(^T`9Hu^#Ve zA&waLEFt|@g_oPGYl@!A>GSugTxI58_1lmW!Q7SNLioA~!&U+wF~ znp1M(IWck*Z5|8^u^E`kWVH{m9x{%~cuzz*nGHERt$6`m(LOe2w&fkN2_{Ye1t})z;k$Rsbsw^z zEL#+WNieS;B%i%%=+kT@u&^O2kZgQ*zwv>w4RQk2XU3J$ZAI^t<)te$?h`VDTRBe6 zpiTPZy|Z|wd-i`D}Ihb}s;v0d$i<0(VF$i=%4Yn|R_u0R_%)|#j)zf?v#}((i|O|l zpKzwLpAQg@Zg=0JC3>DiP*CgQ%tMxADil}iXHJ?Qa^aL=l`v#+Y!lGBDKvCPylWD3 z_jg)$-5b{F7`ukc1P(NKyw2mfdGXVQ4f#iyq$JYL+3U@wWv3GfH!pXTb+skN_RrEn z51D(Es07L%Jec6eHq-TleJf`!xw+aJD#u>uqD$AJ;=Fc1{`eTJKjB?G!0V~!n~Brt z|FiB_EkpNhCe}y9dkHv~U95AAyRu6QeN z?mF&&jxB=um3w(_<71jMM<5k?1vaZ)5RXWaX^0CWM`5k^j5E)M6h)3yL=ew{9p@V- zB$1i>4k~EYf-92_ZG{q%KJ*=z{i|YPH~cSXo>GSmh7wBlDn6~sv$WV$g%0P3l%rA& zpTf46^bxpNCwPJcTD6X9M4Y`Zo)##psc^79%CwV{Znevke)ak{LP;SveSG>OGum?B zK&MrF`KYH$vk9g_f%E;`F7)I5NN%!k?IwS&McF59*)(O;tI?Jl%l>4YytKbQTFzyH zJ$o$t&ghP%sF%>WwxoCv_N(UaID1&Z&dwXEyCQq!G5EVUtHeRD3-W4xm|(TnW$KaZb0F+BS5Q+Dg`?DhH@ zqsPtr-1YGFm#)_ExSE?~2YdLuqsj0h7yDjFHM*#oih}q0%!*WUQ^{N1`m`v~peru< zE>{c73x+*QI#`rN+c-_V_N3eRi=5ZxgJj_yY&+kEKU)liczxF ztlT)t;v?^qv6^|#`y4d(KG%?Vq#e%-wEYd`F&bNuXjP&%&!jb)+UkB3QZ7G61u`c| zmpCHKMeZ(}K;)1k@j^ULT0xL0Wp6vmmxa;6@T{h9qLrzSLUvflG^FD%OcKBl7=}X& zp)XjAC1NFF*`*)8`pO+|^HTaWXrJznCcme-wwV-*agg#0I%15pkTm#?HIn(6!q0g0 z;A5Kxf#<&8Gulk5cc>-ot}?@})Aa735UxZ$p<1N%xiCqXzNVh_+`_Mw!}`gbKR$Xh z$zBPMc65p3^H(XL6QwuwzM` zB3@)t-97g}p_`5OLDNaS@umWf0$$k2y#|Gx=;wO}dMZ?%hhH3Qv}qKy`B?XyTV&L{ zbHM~^VfZs5Lk|azsw%DFcU?Nad1S`jF$H%XBZbKCI23>7H`gUx?EGBsf9B>T$0LQa zbTBB@e$gwXl1?`Mvgsj;i-Iae+q!xwfa=SY=Hm6~H=MpWnC z`xCeEN6VECOJqn4kdI)T_!f0g4-*dG_951bJ~LKbdFy16RsA~djo;KoX84mo*K0Iq zJET7th=W@!;yWlL(Ql^CRVFj=R&6;xOb0)y{gtL52ZJCgr^n+Xd`iUa0#>w_6!=pH8_dTC&q~9l@zL-rVK(PPwoq}dZp3#gt^(M=0 zl92)6;7)(Os%oO-3f^{VlLzNwA@MLRVwl=2nc6Xk%_)IrDc#r5`{w=}!ER}-d5_uW zxWe`m9Qmh@*@EWyoSn$$@Y>=GMRVS(O#7(UMEC{{K5 zP`ok>y&;+M5Lof14_~Jn_rrvyo5rIAC|Yt+MmDZ6 zlADqQt-C!b&T|+FeVyWkn|FXCV)K>V|JrYYl7{fh@OkCsda4E<8m8P*;so*k)z+2A zL%F^2nK5ZfL@H&;sBS5tZf@B}LfxB;y3vMF3R6VMl4WKriE^byCRcpb`t5Yf$WY5A3L z-b{6UxoS|i%_fG>bL6QN(N-|LAz%Bxl9piDf}PqHlC^ShKl4VqdUavl#scCIKp}z1{_*vu#KP{$T-==-Z^|ZkjiCS^} zg$koC=jPt{$&dRU0>{SJZlt5mAWT?1-M5Vbzez{Q|QmN zVvUMg9ONmP`bv>>E}h0~yIS%<_c9HZBgi9~j8|7_=J;2Oy%`E`kE(zDGO}Z{a3lb6 zv`QimC{;k~eGIa2A(!M`rcp*N`Ie9;>dU{Uv5j)vA9Ug-eC3&lNYL{+g{;>zEYxm0 z!=x%qo4t(Ds&s8v`k;ahp-DT38AXOBpNM8|K)y+1?&4lA(vW>bew+B@G4qX{r1sbG zxVVa;RUcp_bb3h1qszB_I2esZ};XJndMOjrA?ZB0gGSMm4U zZ*2v_>T!ZgQJO&Bvs|R6l-`|;xkBEV?8NptMl^vTEShc`bUF^j#=)?&)%|0eZ&e?* zup`sr?&s-?y166$y3w+rIW8%YmXb>mHWZkpiH2^x+Gdm*RH3H%=fuT==$X?;(C0JuRpMj znmn)z-$&6X;NJ_DB!+ON$NcgkieE|c!o9f8aa}o#K)Qd1AI+z1(W3A>_`6uekyc7n zod$D@+X-7F-EI4BYs^nkowWT{hNgQxv(&jUnfd+b>Wy0H@;TsTuPySntx1xi6>>7O zNdq9_7nP_7==$tqMf1jUUoKEr(o~_!!R@%MzMPb8>Dj?2(*0{N?@_>um|63;af$Tc zVPtdw--}ATx)}YFYRttkItRQ`(TNd$X?7w@{99?Y=s;cNYgwBgpmU8)$)f3%QHe@P zT6I9~P!3|b_RrVhB{@M+H`>LCwjx36v#@~a{>OJ6F2$V`Q4cg>r9R0yKhuwGezxfmjPAR zZpnO-yY|swR(2>bei}S1>Ww`COw1A`!;kmzhMfp{PF{uppIq^-;CJl)P+fDxa3Yg< znF>>DM}c@%i3;9J&Csmutap11$8T_E`v`<#==DUkz?j*PgiqZZMPy(7!L4;EVtuT$@w16gYX#9rE`~H)SC_0p}p@qg#CL6@^icz zf;g6KW9(Pz!~M)*Rm^=@;Gy+Y!L{JPk<-yu7qVlcg$MxT^DVAx7&EawksHBDCkQr` z0zBcZ&Vi_$U)6+L7r9P)(+~6U^{x%*Zm!wg1?=y$OzP{o5Q^ z#<$k}ya>|VcuY#m3o}`l9wK$7$vI7?G2}DCt!&!l@(LzHFIHM!8BjLopkwWDlUF)C z-FHuUKku&%9MkPdVP_xao9Pdv-kNQN#5-lTl99roV8BQ&W z1KUZPGsZntz3HId^@1DyfMs(YA0`DnWss{bA^cf_aVTfB;@(tgpXv67Fak_tGP$9r zYi@F9h1nWeXMy$vBa$F{bKRco|Ag3(s1(w%nEhv^<)8zpZ6q+8cBe-keZh{MzrqwN1iM4*;K$vAO zmBVN*a@;xeRk|O!Zg-YH(ojTq0SAQfzrPO*zpC67s#CYp>7-Zk-fzfnYg$ z728mzDw7-{Xf9xLp;#2RXFZC=-J_JIZt;P4@+9DrUME@$m|P&=@RKT*h=C9ko z1EYg^WR72=j<~@L|im>ewTISlk+0|&QCo;~007qu4HzvazSj@cke?oi3u+pp8lGCaDo<^$q7;_-{#bpKEXx+RR^) zmlW1`Hs=K}zYqCkHEDfdL-YYL9gP+O^NYuE$6@b$*Bwn_a=tSD1Ik{d;kXs_u;OQ4 zkOUOc;nkJ{5za%NvyI}Bq0RT^+~cdIVxwFfDKdbN8Zz=JO>v#eYirk9Wp+uei%PN2 zpi1a1p%wo)<&5uN!_klK=8bw+C;&jGF;?C(Dz4Zry|~EH>(OXI=({j8Eg5+h0Ii+G z7)?^*&9Wua8B23Gi#Eo02dPe|)P6=CPNR&(e4Egt4D2JxYXB6#I*8FC5T6ONM^J%K z_?OuHv{<`QW?Pkur&{)lqft>#2q;?p`1D)HuSpeFvux+ESBgn;7}H<>S%k zVl6+epE_IN>{9u>t#h)_zOatn(m?V01eq!ZXT%(Fo3O2XplO0=lZ7GbjQ00+%W5sO z5hkLiPfv;m+B&(+xevop6@`NI!K1KzYYh zk8!A>cgeun{;i1u-Rb*5TYlN}OoGF=h`%(9x1MNZhM;_?;Lj?Oo$ zFG^2c2vP`%%9TLFZhg!IKeW$Oy)Zj#e(c>;IP_)-TP}*;T&077i|!lVW|AU@B@GuC z&$W{8-c-yzX*#bo(OVKL0wHSaJxa4V-NYZ7-KvTE;;h>HAo$E7wJ@BE9mMlUa6-sBOR2`--HP(;@2nww`cTzI1BKbaX!Fy$m(l_M#Fy{nYB`W&Y8|X6Y!D4f^WMfBl#yhh9|KK%Svj~si$zN{Ef+0$IX+{1TP8yjdm~dO4_gPIH5izH2Osd#*3`w2#KYFc z&Y90cknBG#_<+}-%gkgX|7qf4El8#%uS6nd?_^5C$;8UUMkWMLLP8?oWMamrA};yg zw*&74$t+x49Qc@--QC@p+}WAzoy?h8d3kx6S=gA_*cgEpjLx2RE`}bAcFyGg)ye6xi~i^5zsBieY4(4<$I=De#|`|Bq|`=X?IEy^@8!i#@OkPL{?pb}pt)z|Ag( zpwS7j{rBDf-!1;%eJMIwngX-_&)uy5efR%;?Z4X#FoP!ke=Wp+t@3}a0?RA}FTngi zk4y;O_7g%L7?=o{jQAHd5Ad_xPwVQ7*AM9%e@NVlB61A^YnBHF>^|Jwx3C)4tZ}HY zq1^%^a07~pivEznw;KI)@4m@BS-lVn$MDWSxXpa>$vZgJdeZiu&f{daUc%J-g@*?b z7C<@^1S_`^jy2E6rjMtc+qc#B&g2np)85$MTgrSNAQs9#nQZ)iktu>w;x z7U(~XV)lgGP>4YH_lURwJ3du&?)P_UFa%LQV+GUG>?1&qpVB?l)81`6mk%s;co4y0QWKzIUnFZmX6Xn5uHyME~v(AMZam;}2>~UhI3G%zWcEy)U{wQn7ezt)V?$&VF_Zf4t7i^X{kA`hUD*ffwK* zd}^Xh(;CPHMlI1f3fVJ^t=-mskk@Ik`jx8fasc7Z)cdj@W+O?K>DyRkQRDm;rYYUv zmzrb7g;rRX;Ag`#eOAJi?~j#1~g0gIrO=~%Ni zXLSekaB(jD@f5G^JjJ)o=xd$xT~d$xI=r`q!$w>4YBB44iV+c{Y~ zU}@YZm^!QZw*ny7qnUdSYuk3l!#YPv^I!g^}X*Dm;?JE3w z8Qhv_e9Qm#d^d0Td!|rq<8pg&0~p9b9~r9tW3mF@nCsEp@RY#Ks&}~nQq8ZC}c?}1k7{ia4?mn(3n9oCT^k#NZgkM?gy~l3Pe*Qg1koCvb zariRYcC|A%%@d2uI$+y8D_JWRjvVLZeRsScWJSTKP!3yu0jzU`<~B4Ee#!Fgv^?qS z^%^=k4xdiGF{VS5+Fpd|Da5x){ zC)Q^hIJ3ScGvd-k z=S7d6-gjn{lJs~HwdTXoE*2@_WgX`yB(6Vw2!prL42==@4{`kGGcF}4xCws12EGPn zQSAS?9nMMU3zi>8$p3th=l%Py>$0wwf^gx-`$Ml^_ubMw*Z9I8Vz0x(tTcfEC{Fnv z|K>=S-uLG!Dmc@+&hw5{Gf$7VC2ji}%e3!SwDLE=OG^Sg>&(`Zt2W2o>(=!9$dV${ z+r!zxiRP&Zgo=ZrpHW#{W|O#t+_T0{o88_ozyXn*?pMGq-N}Nc&WyDn99Ssk<3WWk zUfw6KSdQLKxA#d(%eVhr@d}ubrB;`V%?)DbNmjnN7?^1pQuMd{^vu+Msqw}fe(l$L z*8X#jv|%W&&=`)mjQ1wz8@^DyCQJ&OP z<@bew6XigAVDC|mz}naQ@xB(#@k8ziI6#r(foNAjE@!Lib%}OIrRn!Y)T)x7(W9CR zQ6?&@YVn!&UnzT~mB)YWoM9g+-~0tkP?jPE$yqjyZ?TibM2_?Cqg`fB#8{Z`x2DP+ zkr>ogo81qa{2f&K((=?QCN7L!JWap(s(NpJ^9$mN1eChhRY%O2_rXKxx}Y4DE**C@kxcm4>!cKoNo6@*a)8i zad>QyfGPELf}TFNIAb+O|IKk{!ox=Q%4f37=4V^oOM87}U%4;-q-G@dY~39Z*b`4yf% z+Pl3d1dk7h435 zYFU-n=l6aR2St&Oh5>l`LsJ($t>IlL43OX0O}{4E-BgOOXp-ZmV&@veoV(J5SJulJ zkfPQ$$5F(HYg&s&C#v=&eRN=vj7gQt7Q=p%(DVlUMg`Li@J!vwax1N2h*K%Tnoqsh z;h7zhpnCff5HMA5HQZh{Jr4*+!{IkvxEuuqZdM+44i0^$g+F}W#PUZ+)7_QLU@9RG zf`3a<;7}5#Q#^)T8(w$ewEa^Xmn}TUB}rN)j~6JyjX0+=KzobwQz#|O%#vK5Biho3 zH5C6vg^L`5IV1+Q4?%3njQY@&Impm7SrjaVKdT#3lKd9ddZ}W<4mFFw_rAkieMn4A zPd*iDggheP5V%rC`%`JPwVAiGTPxc0iB)n&!DlI9?@3F?_ij;{{n6rTZX!kYBOxFG zTB2r4ocTmU&vT!~wl?_G%ei#>yAIz$*ZQMrx+0;H+lxn>fy>G?s%4_bQ~d#XJ(MP* zq|Z93kP82KTk-qd(Y%yyrMPKwIye#f6Z2xtP8XX;y`-bcC{)y<=@<|*xnJ=sF zm%R~2G6kQ+#~|`gd9F*}uCy!S5{pO}3ffkNB9B;yFmC~OJ7ZinR8`m0K@{$71+yf;bN3Mw%Z>@u<%qSo&xW2?!gP%N}6v&UanJD4Ah zr9W-VHz*#lDr>c#p02MyU!k?#uUe;$jm`&3_%Q4~@JJ?&nBT6L=T9A>58r0IR3nc` z$&6AW2|aAM=l8fzCSB_M@qO4>q@>m-_}ZSwn@(36!glawPqIjqdIX2@eG~^?IlDq$ z2SRoYssvikXkBCnswr@#@TSi-sDhpubH0Y>>YAhio18VNycTJ6jwf>9n=7YL-%JI^ zoKbBmlMk3jeUpBa$G3eUJ>ytT7pwRZLRg&{V=}|Vq^DV;6221R^#F)jp@!oVOAn?; zgUD1K3T1a9TvD$R3S%78*8>tCj^OVh6V)DLeqmpSnJu4I&fpIOtOcm$GHC?i;K4BI|w#K*O6!~au*-X&Z zez}$RSt{DO{ubD@Mo^vA=3^j{_AM|yzLZ+n)Tm`>V9M8UDe5PSK#M3$jv^2Tmv5Hv z$Y*iLOkh;}6~6yt{7mg<`OKhX?+`2#rSH})GcnB_*LJT&HI0SsTYY|Acu(f&X;`aQ zHm985gc9Od>5ctnP;L4t!XJnryL}!PLt$|^#v`?_o7VDObdt6P`M+w{L%O>us! z#bHX_|5=M$AZOg1{P<(P_!4Z3K0O)&5~^CqACV=*J}2TH&vK8RJ+qFW$Lo9^1F`!~Rk% zdyJWk6Fk9$`CZaSxlU(5eT~96GL5ZVlHz>~+UcQCb*y1$5t*axXYSlA**_qVx}Mkp zckPUN!0A;L>KcxSha$Glq%-fr@DX?T63tFNK5hrZ9HjQFK2EG6BZ%&}dBdlzN@f)t zpYT4_r%{#_W_)D26;FsQ{Fdko3HtVWc*~_>kaE%gHJ4uT6<_1K3&-`o+MCgg`tZDg z3!b1?vqEQPT1dx^<=p4uhaKkgpkxl=x8cT!JHp@~AFw2|ny-8szh{IT;EhL8Fs)gP zF)k^Q=GlKA!O)8~(jqAw+BaOXr^XTdXq=D>(y#SOPRrNT=aI5!n9JTFQOT~=gMUbR zHIf5o*Eqhc4l3oDI+)C=dIOF+oDeTPM-C%xYQe{V!X4IF(R<;Wh(%+n^TurVs_NU%0GQ-SvI~P`eXLL#v;$>vG^6 z0NFJB8PQA~<#w35)mx0Me+I^CZ|weMn!B-2vIL*MyX_@P@o}w%2|ev$Z0LB$@&0pg z{>}TtE^4FQ+5BNf3LSu>oq?&kMIBb z`#%70mJlleC^*%y_Ey*XUb$w_bGM{z2O!Ab7SllRecto*k6^UysPnWjdd+!Sa07@r zQxiuN{DD!EI0$KCTuT_+F#`#0{m{V@zbTpfzU z*x+2&*#+P#_vqbhu~a7zYff&s|Mj)2tSFnSxG~GN{gk#M|y4M=u)vRj?7w$5;EJNXueeavw zPXNt#0&Zn(iuh1d#bK)t0$+-yA zmhhi__*9WHB%Q1%a21lKD69v>OG6WjQ5t4&peIrZtCkD?n{9%jR=3mbd>BVRhA#>^ zp%(~Uc*OEsugB@7EEE1PbzO=s7mC3w*JyKxGchT!jEUf?<@vuqIUFbKK}>PX%T?|o z9EAEc5E;LUj3b8BqDNi>VXEdXJYs#C*Tf9d3n#Gtx1g_@8!}DTT@rk|omaL_Y<#4r z$Sl0c=CDk{m!BD91Y&h%KjefFh*&)Kktz0Rf$fFDI{Hup8(fJr9jCFJ6<}jXF4Fe^ zu?+9UnuJ&ZCX@rx3qU=|j(t}l61oLOWPaSWI~wo)%GsFx%`%6SQ!NvZC8%J6fXgOh z^YQ5*Up-&r7t%j~OmHKxYb*R3zdI7E3dfB68UPO2%#g8Lu3W74b+WqU5l<+%_w_oO zZN5+}yo1nveKyzkex=eGvE7p1vgh?$*8RNwpz`*i&i_r;o*d7qd-f=bzSbezuESE2 z8<}?xHQW&PbnUAT%gnBs?3Kr-0(`hysg=7fU_mR9$9gsy4i0jh<4)#Eqt{H53i;{;_XNDPh2#N65%cHP#4|Y6&=LtSFSkXcO{o#bvO1P>=>2$CJlq@-LB{f z4PagD0^HHvHwBg1MNR#hi`>b^qCNYrt1ui+)e&!;jq3g{=v`t>Dvr$@pTgnc-=ZA* zA@j7<5GbS1Blq?t_TqkfN|WGjY3lp#4?CTjj^l6C-S>MQbuh<5u2o0w@0L0We538_W9sXTu5m05|Y*_?>5qoKoR(dm;Mv%sktc z3x(X^v**Nu5e~Y)mDO=&5+n&^mI)x zU?hAW&NsR}tRL6xIvMGRzw8zSBS-y4Af)K$->ajAM2xjKu{Q{?W&Ba|WcYc%L=Ezr z(p7yfNI0&mB+yvb!JM&GwL}i!SbV zI`#~cP-7I!)W^X*GRw8ge(A+1kvKE^%g33^xVFVdV2NXY{_vDJah82ZPbxjp$#6Rnm3cGT{k~pl(rw z9t(^HZK6=%5EC4+Im6=)6!_0dVv=7S(eL7Z2MIkN7C)K_nrVEZ!l05-(~rTEztpTamS;gLNnucA3fJKC+()ED{YwsNU# z8x;D$p2|rQ3*fgVK2w*l>CK5qGfU&6GGocXtOAZfoi8PoQ}5ROnVRo=_o#3Q`s~Xw zul{Q=ijY=(zV|sV^SR3S?NFVnJ_D;0rBT2nm3Z%AVjjemO271k4Dj%?ut%;h{6E&B zmjl@-N~~ukteX%F^H7-C2EZiDf0+IXg6Lh;&^}`Q5Z63UTr~_Rk4xAjVSV?!s+`$< z6ut^yY##K>%jD1hMYGFel_=s?XkKFK$n7K>WTKR-QtqcwAW{Nrnc?3s& zwaYl|4<3d_$$c>}{RvXBFrG{eK2Mn(X(Z)svYIx)xT<1p(+o;LM8*g|8a4{y2crum z4?t}Ie&{e{<%qZ^BT#&9Mx8(8%^zUCKOdmVB1i-|16*}_GOdTS-X*t|d`0xNhPG`> zxi8zNT8qBeAS78w)v|nKe+`|gLm2vOmZ2}9EX-k=4%8UXCm|J*j7D-S%_7wkD4Xa{ zI>TC+V8gyPcR{a%PDr5~Uf0vTCC0%o_|RCe%be@e9$}A=2tNK3^6I*9L1UlM1%sfm zY23||(ncYJ{~E3fvsi9w$b?s+qkQ&fX@f-O>1)tYE=#tm067-dOfnCHmSHyJE7AVX zo)){NA?YF*Z#VH+LfzgE8lz4S%3IY6d`tSqzQi0B32bvZRc^4}$i)al2+~^!)xWCY z(czRJH5`Z^Xvgc!j~A=bgOwY^F@x~7ou7=H4)=zdrjN7U2W zk4Ag%WRUO$;w+a^tfPj>T{@}`3F>(@Eb*^+1YH7+v_5j}$U>wc~>qa`C67-h*)XO$y^J7=neM4O{5p_6}8Hf24P3m(Yio9E(5sf3j_jcCeqDfS} zkEf7-rRsp8#@;<#M}7|nvy){JatOs81;|-hJmN`3MB?L;--1GRJf-hlCdb1oHQ368q63a%$QcB$ZVksd36o?KHqL9 z2|@1T5{&QX?lDVOe*ePzL7Ax<&Y@z@BljA;qC+IT$Q>fLV&?3kpmhR|wj}QPO>Kox zF?@i4(t!l?@{rj?U8W85%?NMkE3HDl7t$Mgnj~Ca!GX4Ycgw|coqkHs63B`sw`%nU zp;6=^3nsEqw2&Dop<2psB(dle8m^R_v7JRH6`>5R(##VrQnTIz zFjhYd8MPSPn3_JAgHSSltMzt4Rnhb5SLHSFFkeTVlPbs`4L{RcFQ{Kg^g3Q88IV@y z7oUZ)Oo!t<&46F$z@W=)Dhj{deiwQcIX1OvxP=kbk51(whHJXPRi)s_8LdIAwq&lg z9?9I8w%BD}SE%F(tkix= zb?TH3cF$_QEvyL%RVh^OOm0;n9ON4ndG+LLZxn z9&G85+VA+gWDQzLYsPV2GKf(q*0C2OKO~x zOUr+^r&VS(4f-OAtTBLwyfWV^MWN=lJZ9Xh2s6DXw* zRvuG!KSz^mT{T#lSq(KecJcD ze|zM0glIr5B1az+4MrQfC}uez@@F{uB8(7|r#Z|A?})a{nJWkRxv<89oKL(u z3(BSqfKP-+tSR-_S~?tT$AZV@#h)hz_hifY&>(mVOh&B2hvB;==+U2f5+4@}W~1JI z3Z=tJCE|AmF%)s9@92mQgLNpy>EMLG$|jawr>SWm7zgAAT9cfo~EDnE+$LmCh>iR}!Xf za8uBbVEq~G6^}}e?Rh3V?^AZsMjyzW)$yTq;~nV z>OXK&OIBo*=2jmO?K1mRcr@!-Lv?u;d@dCv$F&jH!n6 zg(L^c0wk?yOI5CZumM-UNR`CtMY22`%>W%c9NS3LWatYHOR-K<;pCW>!fif3gA}Ry z;B-B&v1lB>wo)d1t!~KuXr&;mT;V0OiKuvSWuvI>>Nf5x)*W)HD*0x(P_mglXT|Y2 z0rcmjf80o$mUCs6VoA-REK@iVWf~b&M~X=tmY22okaBaEW^#j&T6CrOzcA;FEKm%? z4QAS5-N|#t67_Z!8pTWkzNyrgTIdsahnF)B+5mNlW>=d3kCr=UE zWhr&1KIbwkiBe8?y?+Q6CvP%`(6ax~QFgZqwVV^el1(?Wp{s>V8ENL&7E-MX z$xh<&Kd{MT5!Btyy!j`LGs`^N3(9OSzcn_~iT|UDWMSA?h%(jFnvy75$br(3?rerL zR;`t9xFq|f&Lumf)tEXh2)DuXg{YBS|6{%-?Xh3=3mI+23C=DfF*f0i#=ruufvmuB zJAY)hO6@PA60>fa_mmY1tH48*LRdKN8NE^Nmhc=~{(XA# zpFOOHGV+O`>Kbh}Ha;Rxlmoq}JH%I{^^XxkEXe@AK3V)PCo#sLyZNW00RyNpH$^&Z zO6X9*w_oqZQ(VyLKG{aI89Js1z(&OJq==Jk*yZr}A){Tr+5CWD_?;#S@lK6kzS(yo zT?lEjg6Dfy&<$rT`m$lbRqo#%R}(4E#JWP^^S0du9JH#P*bgY4h=Yps|8$XE<=-a$ z%j|A;6R#1Q&p4P`RD1t>N}RTGPdUrVT{GubM1seyPFxzBsA12Z#+!EPP`0mc@*pQy z+WKR`C$#7n@Wm=G3AxNjoAQHTPv0AGBp#Cm&9HDvQan;{+*k(3(&arP=z_&KnH>aG zDg&!kj|8^9kI}HEGVnJGzx>P`q3X2HS%#R`IiuPCp4Cus_}#!#dJ#4~?6HSLoMmJn zm2f|FYFPq8%@>o8HsxK5DwZx`+=g_)!@-hW}oelKU~7w^IL-5NOk_5bk29A~t#?7NZ4 z_z6VV^qzr?IdixM1N{eq1gu6O$@1;4GP-VDJza(vg{R(bc?95*BQH{B=Ax>Em-o-Z<8p#Pz z)c9cr;^z*|D+-_evG4)33vT>p&B|VqSv~8^>{W-1w-xUXD%-Qj)K-#ptLB%=Lc(y}_GJ)6_r8ITy8{L(^Bv zbe$a#OSB;vE1&)+W0VFX@Z+WT;|4ua$~|Bg;6xv$w8ck=H_@wX zqHMaVjbx_(yeBz(M}Ba3o%*?-wJbj~>2`QzDj%{gH^Oy2!bXEryrkt)ivt@?v|u$U zM)v?&_|+j5`{#z6HnVDKE9Ua0CxFuQn7t|yp?^IA1p54?ueB`9qXl>&j6=o2fVc8?M8a8R4$g358DRu)_I=) zGRJDUUqZJB!}*o7dG3F#0DL#$^e425Sh{%NOpF`nG(kUg(31~Yjf(jLa~9q2 zt7e^lDpaYdv$LvDNP28|ZjBZJ=!r=3=1DdD>cvv-hY99h7foH) z)OQf2I{tV`EZ^i)b-T)F&IM#xn$Rj{p8)3m*sk-8%N^J%mF~jxByQE#ZjlA*xFmK$ za?ZpaTi~wAqC10@E9I@gcCBW7=e3qX3Cl~cyas59a}dL+yP3l77_4t&2K}q~9nenA zTb=`~QFVu)<41$7*2!TeC$yGSaN>x-%qP77;umdTtFZ!_c6&pV=)EeQ5)W*dO98O|QtlTfiEe+I8P)JOBc#4nRuw zhtOr_iyg4gk>mB^sb9b#e}ibYF!~rx2KB)tUqHr&cTB=cbyr&LIFGLW*8=epppBHu+$R`+{znmb=e^P4D!ZU5 ztL6{Ok=CZ<|G3yCF+@x8j93MC-uvN~i(c#z4hK?Ka@y-Raezg?0(7G?4d~aQ|ii$&3Dlv0KbGcEX#vm;?*>QZG8^1VMp zpHZ@y&lMlC8u>S8o#~2cx+{-bJOTG_#->TO=c3}?j<@@@JJUKd$jq;1;kE}lqF>aT z@V?`Gfs2@F0{C-YIGd`;ICTOXT^HpEs2}BghpuXc@_{E7ER`#m1CPSDGh%##MC@iU zAYtS!%2D-Phzln$&l5kALZ()HpmY1G)=U&TaZ(!a$#_e*9lg-U;F0Sa zYO;v*k%sK4w&(`zv1SA>K}>NqbZ|o=F+w?2hH};7wA^Tfrn#<5%Cx9Q@nERZMyVwC z_GvT=R#U^8NeRYnaEsp$v?6=HXC46=#SG-SH0f9g>q{H^?TdF@O|Ze$Uyat& z3BtZ)*570463*|oo|^}SQ1Sn(cvo)qwNVugQil1l52U=bDK!xJQ|wJ(_Wit-K%L20r__K_OALk|NJMf*HB=(*z17bh9}~jwmKxs$c&l`Ex4>q2o(1bOmR6Mg)*?>iwDzq!{ggyR86eC|tm*Mw6O6 zsFI41%m6;T{8QQy>m-7Ex=IYn;T=myeH}D`WQ+aZO~+U)@w@7qAf*;84*yubSuketyYhkvIdgkTR3;di@+@io6WlTV zNuZRwjEi=OP0{ZHND4X3S@Vbl9a^LI&)CLgGb{sm<~a>2>fhQK0|I0M7+HR$o{|X# z0Xe<4=XDT6ie>6|3;8dqxgFT%oxlP9tK6GNsze7t1)dg_v+peJXY=r<+uPlJl66## zFcFllWE`c=bx~=qZ99&whbO=XROLv5J}tHafuH_FL>g29S!S_Cf}1t_UfzKZjKwhD zX| zHY54j0zV&^sxMll->5eb{Y%>@)ggDSmJL<6tjIUT@A_eZH1R`LM+xdIp1%m$AGNGQ zd(Ptu7h#&-%;!1mE;$Gr1g|trNR$QiF!xQ*A8Cu)8%Utw6q>m2JNE}Don(n28Be4; z|6FrDA_<%Tz+iIP3eM9kZ7;3D$B4ObmX%F$*xHo!H1AWgz|}Jze$zuT_6KyiOHh%? zib5+Oc?4(08l5dNURiJ}%jyGtS!^7FeMMWHFZ@b`jm{O)ePFZZtER!r2&MEfd2ans_V4I;4n;%%H0Y|wwQcJ=P{ zcD2?z-R*Oe&}p+!pKOGAT@ICy^pw7aLJ5)x?}rfXWn8PEpvNSV&S*f{z^`jSY4i9O zT4EYrz-cOaFvP*7OJsPz^SK^lhW1leW6kLbka5fwJP`=_v`Ge+^luLl^m+5PePC|?vunmRb)A;rP#IXGW*c9!VrY?}2Vg@9qINWX; z0cjbuL8=SvTZTFSU2$*#N0h+pvHA+s3>&JYPW{wM6ipZnRa~G} zL&OdWKMH){H3s}2(JviM!vIO(js#-xY>0!=k#i8jNhY63LA)%AW||wm=3aLY8@WX5 zj7yNWT@gzwrq0<@vaKBuAH>yD#Gb`~Kf)J9`~ z`nB=_P}1+EeKW(;{nLBay4Jzm^C()^3m6YjR6LtrAQexvIqotbGE<-t6_w0 zfBHdAH0uI@B(9*MhLOIL`5*D1q5_u>q;AWPV`y-Q0XrZ}KaU`fn`tmzzh8G&>>gLS)~v(hHhy`FZrHv zz5A3)^x83ma$@ih6X+a?`y)YTpl-&5hB*jB$77mcB|CI%X=nOzFh*H_N!_MJuTuFCc`o z=A!(KOJL~r4giQd^tMI&hGA?k|4=NA8FOhND?Kvvlcv!dN;Jn;p_kKLkd&R7So&iC zfmytJ&+}-ryHnpF@KcwM_}$75)$}8f)jrrCJOafy{(v6gxQVfFdYCjU%5jDP zjlG}3zvh54PI_gsd0dwWk#;hfER!s>l*9Cvo-0Rmx_)lHPrs`c<3#WJN<1Xvgq|%v zfUuCh7~$;gauDV2TY{1S(Fp8d(yyhw19>A-I^$hlLVmaEUO-y&3WT5My@0Anp8log zF`UTj*MyDe{8)@c^gi!)u&h^PdpYqaAmCBWJOJuAQmz=n+=l!S?kMwWSK_nX;29uK zGe)A+N?8vw-tC&ExOCzoehnYmK#T<+iF+aZ;NwK59;(KmWy?{x=eJwup++}$=>|$l zI=(5=C{plq140eShg}%Cen^nei$eEsgLEEg=Gzh;#9{hA`Js5x{6P$> zL@5Mg+g8x?#0{2Cava|=jk+bMI_La1|Ah-%wvzfNP?K>euHuq1dJ`6h*AmOZ{}VW% z{E4T{4DW?zq}?ovqc?6qzV(=0`cezgMRFL;!U`Ie{R<9_NE+_DU9XEgw_=pgqBnI+qg4fB!4Mf@=%-t1$KF~IMszg&b9WyI&n$!yU6 z$k_pb)*K|{JXkWqW89l7o4-BX?_-!+ccUH*U4VMv*tLE}6oEGpihVqZ*4ahqta-iz zC{Fr5?db-Tdc_~+5$;KmJQ3ve#&q-qFO2rI09NPJq%-x(6pOGBpHO_k9VpnTUvn5l z!gzo=Vvr6^;qL z0WvO5E3`=^mp&_z3F^qu1JT=Fx_$QGN5C-M#mBSFtpk-vRWY}TQbdkEuK>`$j5(lP z4rjLtA*2v3IKm@QAx1%Y`D&7ki~YHlL5}f{Z4C1{fRJ)>87_EH-hfo%{{5!6JtJh; zs2>ghx}1v&G^`yrCnf9vH4MW!Q0g#Okx0{*ie?o1Pu5;dAGSc!Fn(w2Ui8F+ss0{g zlh_QV=^4;oQCagCN5KRgCf^aQ!LVc-a0NYpJvmkxR!-jZNzInWz;Yxdsdnhz{~Hh9 z-#5Ht+hC}$$+RlRVm28ei($)lS`*#F3Aa=aQH2?Ip1mo*6MM?tv4-r0Htp~BupdnSQ|x+B}S}tBH-^zm3quNmzBJOE-6#N6B?|M zMDd5~5-i)bnin&IF%wegVl_)A>eBtf+%Qj=k5Nm65V89&(XOv2^hVYvBpzYO?hFMo zfsmOk$p@e_kO@iXaNK5$u~~qi(!4~*Tcw)Wa>9Dyb_DFiV{a&RB+|dYdpDNbg^r@f zsG_Vd)$bR*uHRf?g$6$mLd^O7q|{}~XMK;{6^s3V3Nyb~d#!am% zujI{6w!`dLR@=eCi(Fc}ui-ylejV`g430jI_I-Ds2sd~Sa#W3I)209-(kc>&_0VTW zPl%WC8~#}qK>4)Ae8&NQ6>@Yn99DW9gyHOQDt4W%_?t%nbYN4KX@-CI<^_b5grgyU zttgC2!6qOnGlHL)xK!5WTd@%6s{&18J$_fmkXG5PetkTVF@SsniPgRbnNHbhN4LDD ziWelldO?MESk_jP-vbmv?z48}55J9O`ppC#53~$JfDgNCl$(ieYGIlieW=D9SNEgc zZ{}32b&HUVf`3(Ls7y|BQYKmxBbxQvmMO0tUm3U8WL_=TrUkH#t{L|yemtO#!S z4P`7n8vc$_^VzIhL-;c#_`n^TMaVGO>Lj2l+&;)OCt{|T=di(^EX||YlEB0lrH*9I zWE0Z+dLG&fL~5xEr%HY@nG+eb&B3UqA(>>aDUV|kh(fojuLn*`UvVoF!s5XXK!9G- zD$*SGZm2GF7sz3=e@V#)SO>-A9ESn8V;V+B@b1I-RJ?x(!;)$^b7*DqMv7kFxT{T3 zk?A!Ta6dmu;MByZE)iM34F6!^U_7ud?Ae=~DZz;aPh+Xq)Nu?I`h(u4w%djVZwVA9 z#P2+&Dw#+$hJ@$nQwaG@ylEze{b1nORK(Tq5puc!(#7|HcC%U-@J-#gbt$uG@vQtP z9%FOTg!-9e*3qJZ?O8C8lT5*jcp$ogDjYma$y(LJaA}L!VV>^qV%=2@3?^EF;T5^H5G;Y84AK zp$q|)ng8|z<+Rn*=c1twpQXhuGl?ui@QXr+WGF;*4arg5EB|`nJ;lNCrdcD|^xWFE z|Biwa{nGF?NLplN$fF@&R?D)#&2UOeDntI1cyJtfB(-HnCc?GbU@D)51Sy7ePA7#^ zJYXB5Z4Z8U#C5z71@&Y;l8!uv*?s{xkuBFJKs`U2D5=|lWeAs2q#%)}!{rB4)}|Uf>ZB(zG=JBc;WYQ zRk^Z8Im`BG;)8ZrT|4PPW)BiZwp45}<>vP+?_?%p1IHe+ViS%VHW2BEE3`OyS z!%J8bKEGFw8sTb6b3z`KJcfoFBbx~=_utp_R-^6v5N{&oaU(<%Kj; zAd2t8lHt|=!+@*Q@AXpxV?~C8rQ?$sC87~m z38a8;B=Zu#TXQkITL+0{JU}3k0$YEGO*mJh3;~57SuE>*T-i?35nNkVi+`_Z z44B2FYiF4N@%Asol7HN9HMIChTd@rIAt?x2nGJ|jC{juYwKNiooMr)WUICg$LIJ#T zq1W8kfWsr$=;>A%ajzACL|6MO^)}$4?nK#$_~H$0&=$hm^qg*MuqeEW`9;lyOa+(B{t{^;k)f9wXFn6^ixeni%G32qDTK z<-*fTnIIvCxKoaD(n4IF0TH=U6(!$deYm7RhZA09GZ|uF4s5dkr1&!lDkT$2DhUO_ zv4!bCePCgza10a8F{{t7TdjvV*ok42Pr>IURDP)ntt9HDe)PL$zI6f+jQpRlb)%Bs z+!wu~_hT*b2++30hTlo{ixSDDKxE%^q+gki1eY4GqR^Ac@B64(kq0Y7RT3_=AY6=E z<3!WX5d}6TuxjXmX{G^<_#)i7hT5XH^3s+(Ic$O$`V8r33_4?9EEXG0<6~lKcRNUz zl&Igm6u1K1fmm;#jPcQ$`;$PW_19szuP}u(yK%ckFFm$gFnT#u*(=eGqt{0N&~!qSxySa{W&*vm z-o*0pa=SyCaDv(nzWQY7JB;BN#*xx8M$=WSbhKBu&c}GDX3xD^kx!amgGQPGxJ(85 z*)Mf>%H#g4%!Arhwa6Z|PL%!fI!f1o(*{!h>h@FliG~uHkhovZl6=1({ura^O1goh z^Cj3N7->Y?HuS*-3O~?~#JIZ>Tk`SsD%~$OuVdcgP11Q>uZIg$ZP{rtI-ZZKT%V~Y z)qgITRIVQn%`wBV6*k;u!6C%(9}2-`FI8#QS$HvjL0K@&Ha7t1_c`AHPo{5N)aOj_ z;BmVG>;n8eak2%_>KhywLYybEyloaOQP@HOd5O>EE2FI$sh?G`oQrw z#DXf0+i{_9fBx?k>Uj0JGt;lr;9pfiL7tk#72n?h5Z9W;iR|aXOx??zU$yr5pTYuQ zdBP{G(9SAPp$@N70fjtHw@*m-p&WbKqUmnpUKb;99Q=w)EM?$OyAcR9n}$g!RCU#V zH3fRb6A8M^wr?i*Uwt~=X*;I)oXAv`PHQh+)Z6AzKZ`gd>Qe;S)W8`cjB|kc5HyTO zn<()how^V$8=-td8sL{1vF$-{d1|<2sF5g-8)70~|J7^svvW)tH4>j_By2IZb6QtT z%hLCiZ)aWNP~Vfljm}b;Q@jDv7K^K_2UpYs400ac1GVRS=-)1M_-U0uFlv{KmVf5AK!!5WC_JeHfVt6~=iYAS1Sfop zoQHz;|ZdPcB@%G*&5{#P?s9uMWZ#|I;m zLq;KtrO9##_gD_P6-kyNA;YnoMmlMbtQ{mH`(7dkZAz9I`%V*;EJYN?l98?K93i3Q z{+>SPb3ga~fB(3D_gVD?{qr8u|=(m z+smGoQ6QSeLrXssrWf5)6rul{Vxs7IWtnk$_JwF|O51Uqa?N<0(yVk+J-xWT(6x|L zkSg$A%QQ*UqKsLk2!;34 z(mR(4k*7GG9TEe!nBI$22bMsJ;u5I%f1MX3j2|;dYPXTXlQmA-dTwmyw8~&bdMMfc z8-?-eZ^u>%oc2)#8XYQ&*v@#p40+rg?OAz&o{yzFw4C!KwRJf|dPS*zPZ$xWS;VO7 zX35kAJ`%;CE1~Bzyt6x9!#l+idJVScHQDzld@bl_&&Lv4xg=RNteS6*Y#>c98q1tRN+G@tj!rxvU zU@%&YF`CEiKNy$%c^aP~Of8)^p4cWJ#TZ*6NM9RTZ<1{qN?8i?n6m4d-3iQ{6KRDfq&Toc1L z%&tJqWv4rM&5QtNru~dhgTzb*L@LX{@3kTOsDRES@*v0czdMoTQ>J)*p==@>WD<>9 zoemtEHK2+=@X7EounL7EuYp(_P6TcX{8rs&ntdeel6U(&Lf|g6zKOCbd5{ss0c=fd zcne-CuKOS!ea6zALM44_k<>hYg8(E}7NkokIpwCkdw>AYH?*R&HRN!BPyA3Y#}+_; z!xFw7mSwYWcMdh3T5oH?lhwyBtvf8+7)NA_b7u)Y&}^y8VH$8E*U&JS=NFM?Ve``h zy`wZc?Wv>U&5zmxWG-ZY0{RDAYlu+i94?nd7(xr|h8lwUnHU6P4)2Xu9*1ZWRc*iN z?(1m_3Nyf8+%T@YVXh-8o4`k_M&w}i-g6tid;bCpSi`rkTXb6ZgeJ@O=vu@y??s0{ z-O}xb85OT)AuA^D%{WY&rO+?S#_Mof_5IGlX5TZ$ArvLtYp$p!0H8U#)D)xRAL9QW zj1E3noIVUMk(oRkRu6vdvehD)dsB=q#5i}g;q!%Iyig-U;`_InxCCmUe@1SB*+?ZR z!oM*cXpY+S=^Ae~!L#xj0n$AVs6om?zowl@|I@!5`oAA(lGO_qDonyeCBrOrXVz8> z18`@3;i~mHTo?-N*#V#RyaOQit5*}856iPU)EX=Z_*{PK~$%LK&*#~H#6BHwJN#l@vfgw zW_y&71ERo}WtzIis<&D~zwL-|e)~`>>n1a3Ez`qw1=ikYYx9E@?LkyFoDcTZEu7}* zE!Yl=`iCb4CMNa_DzIV5$itAK$5!{{;uv825+mI10*J{A00B)uK3XBFq_Zgwk$b$q zEVmw94aG;L6jcwIBrn_{T9~09ZIcc zaD-rhqBrm39$F3b37I$X$EzN0njQ71n$#Ob=}ssFCaRfY9Ru~w6E#V=NbiCH4#2x_ zL~+)={1ZnXX8V{-F-uO2saVWHw3Fb>K8L#vD*cA8VP?9Ms)t>}as|}+y7T`KRFyfl zl2o+T0jI|y$pB6-;4PXfyWws+4_31@z`m=1*u1@%K~I!cISTF5m3Kr zSV)Am0Z0vOBSzPjxwh6HPnB16MSM^iht$PpL1KIZ@DFUT{f#+a8skO+pjudB>VXb& zsp(YqyU-jX=rvoA7XTwBnE>mVYj7vB37f(5SPsIt64HnLh5qyavmK9Yl5Aj@GMCpu zlV&sn6u3q|fFk{mF9+8EPFf3;{#yY2%oibX^hm<0N>}u$}VA=hECl3SjvRM5tG`I#_t91}rCBLtK2Oo`sIBh;+!yOu? zLtZt{n@i@{T}U1>mD?|?E=s4hQ`M+-UO+;-Sh;>WXA$o7%~s^%HFB(6 zddv&EOJk92(Dp5jFT{Ec(TFKr9H|)JFv?AnqoYfW-vhw8Sn(F3Ez)ReMf_N+E#TUo z761#ko-+ZuvfAyt7#sGDB!7dUSm0&9}dAFn%4<2L|@k~lREW*%X-jE*}*C}?Yjl9dMm6<iEHkoWCy+eCdO$9T%|2`Ps1$M*zVNPjnFC8&% z8~PpTMN!v2zgrcKD#ZxWi!RBWSwNNIhaQB|ZT|%ANte)cUKcF?gf^wmQP-)RDt~f^iu&poYpJpS{umDuy#o!9P?VnVRTeL*RYAs00g?1|!Sk+LxT)qlmhL#wfZQ>bLY=Y{ z`F_HUsvcVv5u}XzB*KqFZz?FNy;&Lj3iAoC6xaqvyF1 z&3zvgT1%rBL(n>>8&c8^600~-&sZX6TS3Nc0X0yLmXi4tdm21gw*v0VVM$Emv(2VY R<0zc+xZz2IVtsP>zW@S1$CLm7 literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/linkedin.png b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/linkedin.png new file mode 100644 index 0000000000000000000000000000000000000000..94bd9b9cf1939f6804aa141008ef53bf8818199a GIT binary patch literal 43327 zcmXtAcR1Va_YR8Ie7&u`THX#~6s;Abt)itxONEnk6o+)dM0k}$gLkDCQ*q^R#esjb^Tr0mXxs1DizK*ePG}_goYti^TD)$JRuT4? ztD7*7N4}}?9?ALU#gt~+8MP3$>*`m3Z;;G?Wa?Sp?pBOkSp2!+7?(!F%36`K3OTIZ z1W5~`((24)6)&00giA=aONcua94XYT)X7vGVf>~#$K9qJu~1tjKH(X7yP=oU+YM_- zPXH{%0jJXp|8$tJcU+25HYBciGd4Pimn~6ds?jmLpDGU-9}LX(H=QdBGyed!U90}khx#Ja^LUOPi0m9w&$Y$ioWPz z9P5}5x>D*wMl&LJP|?+jkXX`tCx{a2(Uj14hX%FYtQX?L`7?P-9cM#4%PNVc4aN9M zkTniE&R@r()3cc1I=?7&I+VIJXyZPagx>4@eOfiHFa^i?!r*oB_zWeN^Vmb1Ukx2k zZr#D8)Dgz(wg$PlS;3I|vIDuE@X%YC@#5s@zyjJ-WnS#X5@T@B&u>4*6j+ry zHQJ{|^<{Y3ylJnCBs@XV?(ktD6X7g7V_u{ugs6dx#g)2~nnQ3y?HL0E<=|JWlN^mJ zfEE9NN8*NFfjZ=KJ}c}PC{GOg4UAQf8CT!j$yee9CI=U}YZ8y4Q8?%Q+HkorZ-r=- z_)tdiwIF>=E<{8lHB<T%*_ETXi7s8aEt z@E>R)3Lqz*B~4ap38yI+X57krVm!Y;Y$ zcVg|$Eh*8%?Nylie5+s_#4{!%@1VTjb!6+C=g*zSZjtX-=`?s^umjG@lJ?Kvs-D$D zA&IV7GeO`ENgnObjb7tgfAMQ_&vo@tyz`JYi}22L64H>UdkYn6^rgy49>;TOx%96}0 z3Hhgsp3UMY!MWZVSC)+9Tx-&9X1+euId4XKxXU+9;&CI7>F=^nwLT*FD;fF;%+pdo z7#s>^!ZI>16{tfj3*_>ZdK_Fm8tcUgWeB*9Ic!0ppbRMQZAx6b1_vv=N0sYA5r@bn zp0ntyI6pJd`X&27?1kpr!d^(riOmI@t9 z0zWdJ@Jq(uASek5EPm=p^?Ft2Ty>*L@i{xB!x{4l43CfMyB~_KE7Cwl;0mM^>AVVX z;AZi8zB=c+ol!52j+n2D`4R)P{N}Zd^RdUazDA+nyb~gI!2+vX!tkB}bmCz`NfDw{ zT_Gzq^iE0VcsF!G*>UVHZZ*#n>xu6y?gr-AFi!ePuRGwAa`d4QxFBzTpqj7fwDfJ} z>}W59pUyAfK%sR{7jaK7?f_GAN$1j!g5JFoosW2)@kfiJ1hpl#UFAJ; zxJM2oWa9JTa9RC5)QqMG+@Awu5k}%LP;y>Yl^&T_Hk6KWt_96^(SXCFjztN2%DLYx z_C79fZ#=W;GxSSp`ex!7N8;OtBQfi^tkn^I5c~tzm|1?6DSzU#r#ALQK=_D6G>Y5v zzQ0%jajFvBAgySBlehkJ?c9}Y^c?e3SC-cP5RXNhvrBFn zHdhlwyo%vJuC0$&x$%@s2}ujjy5u4kQe`H@bh^SeXUVTHL}{a9@~ZsvFnkGbwe;)| z4`_%_<16>6nhk!vq6|3ASEOc>x?Z3Ifi;4Z>`u-aSXC*_TVTKW5|Qyx=?6XD`JQ?cjKB+&d!f`ecs zj-7Rk&uKvpSVCS&FgmGQtapsWRqqUm2NYTt<9jo2|I3TST6qz{wNmVD5^hEf9?HOj zD+6+wCB=t_lW=RLz$0~mYks8p&LU4-YW*sksG`#J4OF;JyTAm$&<>M{HCq{&2-f&k zp;F<>zF}&^vODqs*=TLTdVeHFiwK!YCl$b4;rFCR+%<@yI(y2y#VzbmZt1oxf!?Su zS7hyZH(1%6hNCfvz3{XT;*2g>-)&=jx-Fsq{v&>KKGCslWB$yUSg)#S5KCC5(XW$h z&>MNGhQ#8gOfleeftNfds{Vc+iC@=r(QI#dI0m~FQK$`GX~$Tn*y*hH+z%V}1hpV7Ay5-#?T|?!6ISkGjo2W{_zCLr- zbmSitqHDkl^}8B znl#cL+Y_*F79Q5^rFa{KTyh_`c3bW?jRO76y^q}VrqvfvHX7(B=>?Wozci*stwrwvwk1L8L(Y**Y?fZB@u^>Eu9IPaw`M45V zx8hxZUfolPXrKO2#@s z-BY5%tL@5Mn(+z0 zzx$0c6AHOH$>Y&L0cxU=xQ$ZW{9})XVtxpQFj_UwRdekpyAwkq2FEcSeFph`OL-*b z#d9%96%L}7>UOJNCIG^VC?OjXik8~l?ll2aqKdSDsl(xtPsUX&-W%# zLeM7mbq5Dx;@jLarCX~B(Ux7qZdn6n&9R3)9!PT{CN)El+R(}LSfl3Yf@@$h)Q|xV zWbqRS)9+WLw>Ebj#)u>o$v-AW6P{5q7rW--Y6%KmzP)W-Cv3v088pY;TF-SjEM0lo zgQObsaYHsx>l35-lGFTsyouf^zbbc3yv!U?bcbOobQMs)p@Hof;V&3z>pU4+T&$ICkfH`B9Fw&r}{! zvT|H+A_LgR+X)D!p=LGHy{VgfCrXpUeK8Fhse^n9O`r(Hswk-14}B%;hHcOMXw0gL z;6c<*F-JvmM08n!wfR<_rw73;5(f(J6+usY_R0q4BVI03CmgUtRJBmRskVF9VsHWb zV(HSd4BRuqJARWUC?Ksqccf>4&3LYNNU@y3P{)=r`DF728%Ql~t8>0XH>U;NZ{#Z_ zSY|H%#;HJ7Y{|Tb+1ZmA?6vOnA90BL?c(*0ef*MU(@^KA5M0lcz7lD5ctbj7;Vz=M zXl^-9+5%fm>d`8LbzV1D6-6OafJD_*!VaOqxlh&pIJUN=USE1q#$Dh)-lU8;C+qC( z!g7C8PLqx=uO7rxFZvgoN3D9gDard!DH$@hI;PvPpl?hm(wlnDZ?lx}n+S-)F~9-S zLwN(@m~n9=hP12tnCO%eUQ%TLGHT@aj^(eE!-W=%@9sHCr4?^-oRl{iY98z>}#?OWGPh88WmCgY9VvT$J>_zeu3vRED%=wI0cj6m7c6H-R z4xIQq4wt$ovvO*h=VEMrs1r>~w{wRv8PXeTX$+K>%3%hcjPsg)0ZPdFGM4#S0jv9q ze@schKT0NwV=qm@Z=G zqx)%NWT&%hQ!Hum)##!Ki4+GR9Vw0P2(h?o|41DBRAlFkZN+$;u=s~MsMpHoXsd{| zKT`>2ZAyGsgBZ4z)K~KaRpML=>@X0?7uSGczrCE75p;@#uGHr;jpubL&_(Cyb6cbY zMrYF3&E(7LgcQH4e~zjc=rx(CzOf@dI#*hMws>a;7X){A^1*8oG4o}g4|SMG@B7j2 zoR$bKu&?!rduRAMxo#kA!Y~xpSmIeoHbR&gPQlS%^)WeLE7&JzqKsNa-iiB`FBWz# zb(=w8j-KLt!tetJt>1Udfi~WSxY{V7ks@tIG=_K#|Ki1`-;+4^V)6qeOKiTjfobGRj6FD-A$2$X}OVn1)>KRN^m`0qmn;itq zrX07*D+yBfoK1d^Q8>avT|^)9kQi z;AQ}?4LML7(S&7MD;X&{#B1g_R)y-`*pbk+Q>FCwGU_#1jvYQ4BSWfUD0p(T#KbE+ zV#b7UbDLh7fMw_NV6xnCkFN{KuHe1YBS)D)1^OnGN7A(Qm1!eOWRpT^s1f7uC1CW??8&aKtC1r@t-KU%@nTvBanYI@yRO@<1`Vz;Sd=n4hLIAr76S0!iwsg zt^MT%fT*1`-6Fd6#~u01G7Caq3mfNx-x~N0<~(Arlu3(LB`%AIHK(2bIVH5dzUyhW zB^o$FI`^Tio!*Gs*$XeKgN%v7n#;FE>;J+0DQ6m@s9qH3WBmqLr%|sx!%fVee(njI zlg~TsL6K%6U(>`5=j;% zODlV$(;5BiVc)bj2IocV`Z*B7yAxI}Sb0cH?!dY1%7&%Xuyc!5gDOo+4!{!>s0-Ni z?ML3_ViG_$2(}QQQl#^%foXJ`mSUl2ZN|Iy3F}JN_!Tjch$k~*U6cJpxh5#9i2rTgu~_M(ci~#JeFgL#Z-eXmR5pXX=+?C&@a*&d5^|5915^Yf*aBd!tFI|S-zzTVIyh%(VWlCroCX+W2;>G6ik%i! zCWp~&pyc#%WRzE@u570{Xm3$pMz`Hd$;4pN&+@@uUdlVW$Rd$l(MJIc+W(!g04y%g zLX2Oo1yjr=FJJ`lXKP`lCaZ`oA09vzkn}9N+Rh5+(GAwIQq@SmL6kq(a4Wr2g3#-w zxA!Yp)Vk9o-tprm8q+>suvIP`Xk1OR`4phS+_FKv>17;wd?Be5y` zna)vIs1AXS^GCd|UwBg+j4L*5SU;t-g`8K94Qz@xx}Okx?v@XBN%_J&WfEkzN?NSC zEUGg$E>2>>uqVLxHZcE|owuL*gcQ{&@0()s%X@JXj@Nxy*q^E9P8=op*nF_;E?-hv z&GejI4c~a83esKl(1m)bodN;AQh{;|sq_?GU5;yhe)c{$1)TAUId@_1`8pUa?|ZUx z%^Pp_E4xMS=I?sNFMFH{%qC7slDY1GIJkTuC^NF^9&;S`3rg%!7>? zKG7Gm@G?cfHLFY3zx8+u`KkmZ*Qt!>#=H=$3hDD8<*r>>o5)0`S67)}h~;lK<|jH;$=$wBXpd_*OJOt$^C|>^WhTWc!2v5_XS9sK{ynf93=Q9wxfr)=UhB ziVQY3e|E-MmQrz^1~_Xz-a|3Fcq~GHsj3f*J8IFkN;>kx`fiWGIm9?Q2BN;7y z+d5_iN92w0H+f}dkRe0$z1TDuz*izrm3lU!)HC?6vq%>99hG#rT|3gH^1X~@glkpP zm~Yg(k=lZ8CyLa!zo-LJ_!9EuF{kjZ&ZSi4_gc=uE7w_L-X7&X8g*`rW<8d2 zU4Nq)Kg9~ia)>I*%tdqy?V%-&)|MdkrG za}X|qKX|9}D!^YMp&3m{f)*`3swXdLBTwddVPDWv(GP7LzGQ8HH59g6bTodTaf{}G z_1TlcYFmO=U!=7>pHKEuIvECOPOO1z49;l#sFYo3H|1A*-7NzEFi(z z%!FkPEYdhl3sF1(FLPNJe+UwU6)On$_yr|<(DlCX{SnlsqTV!UwD~P4MoERrEWnYu zH}z6LU0mz9t^zH-OXZeElV}16IQ#4}ABn)tV2;J4W1dOTM3U1bdI%_LQc0&l-e*{8L(kdsB$=K6l^HDH zgh9*#<|7z*E;m@F{Br+SV+Q{1j+kfEK4Z;WR@DA00b#`AYx$h{E3n?o12(~TQO=Qt zW4-We#kV2_@2PzF3OJ}h#u`PB8u{`iY@h-d6RO8962&HY&Vp`JEMf4NakTns;CU^$ z$|QxGC@8A`!d=NcT5tLMc6yX&SPuPsfy^%AL41?pvg=+&zS7+sPBQK~G>Ncr80JEj ze}H~!Mnz^e_PZ3SLWR<1*1N zxtF-^?0{fEG9P5in$SBE>TsGFYXDnKAw_?ooBU2#{%DL}WLP;7Qehe(#(_#t3}#0x z4{2)-`;sWHQo~ylw&1f;0w5~@&gJ&?M^0W=9n*0x$go+`+g(^}sc zWOQ#ub?4z^O5-Q?lPTr1GkzIgb;psWts93nG{nT)LjB%6Six6^YDsBueu`_?hgyU$ z*es>dZ<>qAzSEy-@xPAUurF);J#QnsFPK^PCT@PDPu{2KO{sqCIzX&>0nbl1&*Cz$ z3la=(zDHQRlH&IIEAC#vNAoPnQIXo8+aq3QcM?>8NMFQFeOSO1tVPd>h**Fwnvj2J zZ{6)u5oPVe72|)nba-W@`dzS1mDfrt#<#`ZS0wtQG|iTer|5c%K$O)hw07Wlo{Yx= zRURRpD4JsN@#fGOZBp}BS<1mkcHP&9s0~WRG!e@~vIudbVl7swoWsmM;X+la7Tr1o ztGxpGi-j%D@DuEQq{q#WJBzyh!symLC7thWCwW^Vb(K?J0RC44C7S}2|4JH>Lv^Ae z79eyyeJZ^d>eC*7SiO%pElGE@{!!cV9F*ku1=wGCuyyS2@SygK4B5%0BLy0MT0E_K&w)=sg;~tf3H;d`j85`jDlNN`8P-oH3Nr4f*GS2Nm zC~zeF(A&c6)>x7*l_z~5@`~a`Dy~T$wfr^S#9Yh#a=|1yX_ZI-a0{kDb~!j5(&3?Qp-G{$v%dh2J1tS z-5$|TbvRuVa4<}1{k4E!clvrZl>!53=V4B0jSVNG`h@WQ}3_q z+Fl(}&c$c!%vH~+bGXk4mC!9qgBv%A<$%izX6ILo8;UQC!X(-b=pFm-^|@bpWu*Qp zdpWX2(YXq4d)x`zPpB6f7C|m=iLqyNk4PURTt5h4zzS9d6#TaTd*KJ9)vq>vhw&vn;FMtS$Q`eNBUCB~=As`)(ACswt=nJxFHFJZUY0!tZ7*Od zD2J_l`F->-GP8TcXYsMpoqGD16^92QC#0T(g71xX1tduG-jN9)?QNRvUpf66XtW5SUxW|j!Oi-K@>^xa~q@08c6 zu(_0$QII%&HffZ5wEC?HU7Z#or%xde9i9tr^0(1wT_A(g)`rf2FH*gvU2zorQ1|u% zzXv}I)x~U&jFwkyv6Bjh!S4R*>*NLby>cn${=5Ib3y|W&X4YijFFF05P9mQ!9u$-5 zQ}V_Ilx%)EO_#>A{x{;U^i0kj+s{Q1Ym9XShg8K^#NCF90=8~CV3SjCc)(Rz-v2=7 zM42F#3NVPhwqDA^_)^~?-1F~)-JK3yz3iuM!^v)Tx3GV2MG3+kz`l%Kt7KTL&EPGx z@@@1u5PhDpR4XOKN_g!h;`H~vB2V4~WLZj2w|SDjBiP$F#EmD#5urmnVUz4;L{mlu zra>@CC8{qzw4n+-bw%L^04m@}nZG)7Qd$pZ^WbXDC*7{!s>+Hd0uE+X2TH%ZgYlSL zBE8%(>Atc5J8{8qvhDHWg@p1f&YgS7Bw!pG>e7Oh{p9%d7;{gU)$T;O{ugX1T*PK_ z%Bw2837wO%gv4{yZ0H00Z~irpJfGA;@yprn)EkpKh{Y_I&V;7*%Me-Fb?|@qG(N|Y zUH$=*c3rRuzWN3Oez=x^_i`m7Y37b zai=dgP&Wo$RYP>D6y|Si-|%Wmy!Tq8B5{WN^=%#J(kS+WV=a2yxcnFIg*>xdrR#1R z$Xd=nb?vj|=+YHq_y(^9fVm}R+J!N;DPQ0Z4S}`Y-(M{ps5^7^Q%_+2d zV}k3)mZ7!K^-reJj5R+(B6=~OSTDYpo$X&-;g{xIvqjlvSML)XO6Nk3AyaKC zW?#|D;cI-YSzG*m_n)G+QY$Xd3zrhp9bx9dDkk?Lk}yB#UV#*sQOov0Z-Lx~0Z-6G zzCY+FXB-xLu2^L?ImAr4;I#{rnL*RAO_e5XOMbL!{FH&;lxs_HoX^2}Bik(}lw!Yx#}NY!;>fH0Py@ zv+ve0y9D|?$*u{XLqnQ=HZf1(_%yprzLW4{kZ~1l?M<%k*rXr-YwQ?(JxJ3pk(h2X zj<+tLkxtqnA4k&fTV-p#GyI)9j5K2k^;V-{$FTO%(RQZs>+!It{3psj5$K8Hg{_$z zot`h(|El-Av=6c2T`RoAK2<$4A}i``0YlCzuepGaB<$;A%2ZC=8=>PZN8gXmQdOlZ>@LD;pyA!+-ig>do zHTY|<;NhUDuV_yT>muJ3BURYag%F-xx!-L3T}`zBR&FhthNrdK#~?_|58m zN`YI|H@5u$CMf-H_K^k8+~OOfcY(>oXaHchsfvSs{)q}y31noUS`ntF6YSmhdUI*( zAwcjhf&wB0T2=)FKo_##Rm5}z20Ucxl`U8NO5!txVJ78-+(%l~XX7<9B1?Qc5B?b& zjooN%YYU?~kq=A*Y^u_b)d7OEoB3~>+pGrDXfIm-3;LshzvWAH&l<&!d>^{^Ya`te zbfkA?m|(?<#6_~`BO?XxCertRtU!xzt(|f3bK_2Y=d8z;P+-8N*?^07|I+66X+Xh^ zlIVvX#(Y6JrH@w$)Z}LX3%7Il1*ITQpNp)vLNj{Y=$-^Y!I#n+FD;TM5cuATJClt+ zIwKWxWf*JK`bq9$Uzi-TIbPD-V z6>t-S0NU4y3nxR@^But?lCX3ZK>+uC!kJZ)hAc_t%ND50IO}(S^}K;l8XPtMB{~eD zqL5t_tc?MjXaF`;mabf68FxL|H{$g18F%y@>pWi2_V{=s?N`3WdnVW|dEO?isc0`? zj-^&|+KvIfw1Lj;|B5&JHc#>gKQ0WfrdW}IF{h3>Ismau0i-#2BY~F44 zmZ&$P(#|HI+5BANO&CiryocrW@bE9A zsMx4u>V)dqX4sBC3+3%(9s2BZh7q{7Y}bv9M21#H^?DGrXW*l~W!K&`FJiYa(f10+%SEZyI zg;D0^2`~<&w`t4kPRi@bRXiqf9gJ45zF|7@WN)Fw%v1)hF(;iP{Y%CxUOVP3`61#* zPd4nxIA9iAx^ACHQL;B^APA*`J<2<(d@hCzx(oV8sWbR&428UnNT+l4BY(xFy!c($ z`rDJa1xZDY$*>sj;;^>q@?y)s_OAtO8ur+M;)65q7BEho8I3_Jga zW87JO6YGbaO6`#RebUXqLe^@qq*+m##7np@i`xklFcXbi0|`uIIS>8!yt^{YsPr*$BXb+4k4urzk)vu7Z2Kj* zJ)aUPzmGMRW;s{b4@mH!h{+NnQ@83Tmz*1&>&1k8me;>+^lc_empub`hluV+#NLkq ztNSTQRHK#}Vm2r^wBN98k%KL_A$$^AyUoX~L*(lLLQ6Jp00MZwcvIj`PFup|WXGI) zKSoDlpEWCn8uT5T?#MarX7eY~Z~Nq@he+c78EdG}ZUXv!m` z`3Go=x??xvi@sOGIWLcb?N4aM@;nxPsIPhX^fKxxxK2t&XL8)-h3`KpV7|88d})@F zk012GD7sf&uaGjiTR^IaYaH+~lgM{%}}*gd*qGH=aUlt+jdbxdeAh=3n++qN;ukBU=p z0me{Rh__-JS1zigl%9s+Lt5V0&~6X7q4aS5Yr`l>uT?HhqmkzmqSh!Xr_4BVdZ)Ir zIhW5B1Ti=R?>4L=8YQr55g;9D2L>eKJGUSyjVu)>H!||ef`h({++GVlA+UaLJ@CuF2A@Y zGHfBMCXIUY?Ar__tPN(FtZa7%UGEQccTce`un*P7od<7=J|bMJg8q~$;L;Z{Tztk< z^?SqeBR*(S_|mpa^60Gu&{%z(!iWfc@Cd-C(jK*wpc>c_%S};Nt#$vy-pkt{^s=JO zY`ikUqc8giJqHdqu*9mlsP4tA?sEzJ*n9!lXmzVv>mR#}z?UlC4pi3spcv2Y;$~zI z_@=sp>pZ3C%k;&A;*MdN{o16iSZth*fp;to7pH?w)fPibeD_qro#o!J55b~G-J2Nc zcsH&=%7b@Cg={FP!v;+_y6wT8BMNX74x$>r{M&zZ4`|%B>@lLmF51Wc6{5!|UM z?k+nV8>*$fmLM>d0gVi?Y%r?RwFiul&3?IfC_meK7GIZXHaj)^Jg$j4z8;Xz;GQH{Fi~+WaEH1s zwhW|eb3{_f1ohQov~$l@Jk1PFoN05u7zD((z7X+*je_i39K{5HDg)X{cPOL_ADxYX ziJ+n%cdK_fZ@PS{mUV`|7(7-AXlh&TJsaQ2A>7lzd@rANR$55(J}J_>!Gpz&=xQi! zkepvpT&xGWPtkDp)3OYEX$|h?2+YJ)fHK*p&ZN&(qLGuAN$>xYZ*dYikJMih1xv{@ z8&ur_(f#5JvU{$8LNZn6Cks>9NEcCSSq*dnJiC9-Xsj1UWxV{*Oxv9o6jCfyCmLd* zKALaF9rI97jJKLx69vlgkj63nsDsr&1q6_dixu#WHcDhV1c9{7Ttoc$SKJHhY>!sV zA1)Jk=WV+Q+;1059=DPD3!-mm+`bu`B}pgO8sRJs&m~$YP?h!Eig~%aQOLGv@T`+U zdQ8&g1MV?;A9}AF+1vp7Rpm^8@sz>ilNR-tE4~$1d%zkN&xaG>2SEuDpKHI+U>|UU z**icyV$FEh@GlBJwG{dx_{{~bGwrREG3{RqBt&nId1dK4M=mni3_s11Q&^u}%H8eo zPE(Hs+aX<|D6>n^N!VKiGOZGNyCtg*r1MqgXzW$)@EUt(I;95Aw`j&d(Cw$}%)=^wp4POU!$1W`pHR0&10c(zI7IHs<#LsTtDyM{|hEH&y`)HMJi3zWj2$ zVKFXTILVkjMS%0Qg}(qoI(KRw7Rval>QX})Zn+sadlXaQqPDM-6uUBcz5m1BTGra* z+U?M|ATB6r%XTudKd24g4`DF>6-8-#HHqOCPG4+T%;{(6nRO}W>1FggwltBtzmdfN z;pgRmM9hM0eWhE0B~IX;e(&d?PO>P1m$~h=;JIkRj|%M~V3@eAnc~}<6lc^BG%(z= zx&7_xI;M;=9({VzkG9PUIdcL^4pR0Exb+eZMj*|+=1ysAo&|zCb zUF*AQ%a6T~_q?2@h}6u;(l4gO>xLTRS$z=V6URCrfIvmIZoBXcgHfJ4h8o7SVxTuu z$u>&Det8oGmm8r<74R)PtCRsf<@E5&^dp}1377eovRun|YwXg{TP{B4g7MWn7(++& zB+_{Lir3WyP8v#QHp^vz33SK>r)TsZyx^>xcckSsHVv(f)Tc8V4agO{`AX^<7SwPT z{j}CziE$QP!<_}v1V$vtz={+(!(DVjWJVi$>oL+4;g|ubV&fMWhr{81jnq=)`L(HT zz52{vWC^&tTVff3IersdQwQ~i2ZVZkDJv0wkL>Mrna<4uPKwVA$q+Fu~ zWpbK>mpv}z9;{UaIiM=yxhEXNB#@2f1daIMHZ+)&u%XF%HiIYP>aiK4$3AIdL9 z8JGY2#fegyFz*o7wm%LjRC>!BtZSKK406vX_U+IItTYWei@p5X+YsDrq*TckWeQ^5 ziEe#-Ck&UhEF85KnJoAIo!g)C!3OyCY3f;Ik`(39(iw+?`s9Jh?QHV&ilU#~Tpqe7 zhyF7`_V$WVuE5=@JiGz$W>eMbv#tm8 z$)yc^7{*SouYs!m%hqsF@9tx;V>vUsD=T(n_v}I61sbmUIhH3js^HFtES&ni@UWZT z;P94^qMk>tvvOzBR0TV92~Gk-3Lc%0KCO&#%&)-Xu*>pXkVQ+EsFK$0RaYj2 zgh7^nxvVG+Wf_^_=IY9%Z`Sd>KuRm1wdL@)6ved~)_tCkhg4?amm!!%nkiJ)y|E<2 zxAgdBqaV=jp{R}#ld+b0ZorJ!`M|H}Ok}!jJ7g^P9*FmdH0Jkx>z8r)1;I~A*=!2* z*Cm#$r?S^_@@XIiOrisRnQ#klsM15!{?`3ZZbUB)^m%8~No0@VoL8%|C zJ_)|3?^()I0XK_@gO=uJI<|)-&Wb&%UZ==$W9M?T>I=$Je4&DsvL43McIVyzi^vOl zMtQPNdi6j2U2{u|W^ijhqgf^z;k`wt8m@P{+%WIu!dv$S&Vy2uKcr6HK{Ajs131=D z*4}bS&es{*x#hymUuij4=R?=BacL8Ak(&mDL1)l<&WYM5=Co;|#xLh<6lM1T35j#p zg7A%SI>mbhORsDI*Sl|N%|ufs?GwiS>Q2v_>pK=wL}(ZL^6LsMG|ssJ&AcsXt!K#9 zi*$1B16vt`d4)f4xTT%8PU2k&^-Xpz)%2k~h9rfBAeaA&nVNWYvsv5yMxHRaH3+m= zv^~#cnT)Fd(Y;u{9_qF>DTMpyxRDBqqa3!bwp^RbnOSD!N45SBK<*fLXC6PMtuoW> z8fq?Lya$l*GgQJ#TinC|$Z(!tU{+rBniNPRM{I9;8UMD+FIu7VQwkeDD+w z450seYTLtvM~kvkOu_>Tb@^f|26&;hK);YFsitCw+ua5XRbOP0Y@q72xMNpOmKKZl zZJ@pLBLP2P3HzvA@11Ta|A6h7%EyJ{9g3NCp^=9a2GOt7zu+B2Crze^{A99t#Qp~@O=gsZ zU;aj=;04``v!`MfwHHKh7!_w+@c}>o<-TGDTcGkvbfHb~%4X^WtgkGhX0rCt_r$E% z=o?&oVL7GWf1Ljt7{G`XM0|v;+C5Z+>3CJ^_=DC;;&Vz*AUh>gnVJx~+A6NwqtN>s^hrr%I5L@O@8cetw#)K+`!q9xqV4fTJuR{Fh~61b{>Ss$tf z`W8ljxw?P!kA0*-!K+V`XK%$+|J|YN(@?4cy$XgB*C`AVGI0dU^NZdP0V>3rupz9GLv(sC)_YSlNee_{`!T;W}X8oU8zS#I1jEEKVfEdeQpPY z#)Mbw^=Jio<C{^#p}Y35nY(#LDfmnmyVkv>%(laG8Eu%>$iOE0z!IclI6Ol; zOX*CgTXd<&v;awJ^4-8h%C?vKZUBFR`_bygxzE)=-PX_30rXD(HWyhFe`RWZdPTm! z^4F0JvrU9^WGkB@5{CznzY_il^iwq9Y1Yc9@ABJpDQ(-X#;8(ZopYPt-F!*e&9Dq$ z!%l2P!pgX|7t6SIU{bMUO88SMGL*wt!#($9=uJ&@p~iiW^f5$dJ2K{J@@DZSQ}xjX^yP1)o+^{)e!QPYReIFPDw9b=sO0 z7u7R;)&&8#jlgLovx9Y2BNdH{^$NObW}U=(&PvE;p7f{#jxrn2p*e^Ts@%S8R&1dh z=p*vrG-7uu;t~!c&^DTua-k!IYe)U2-FHl0sW*o|CM@v%2Q*F0o*JqRjKJ529jrJu zt}&}1()wn$-%VY7P8aq-eKxGgnYfbKYMYEgqk~sG@-yBE;ZrrO#Xy=ayA^S2i5J^{ z6v~L|Ahb>^xqdc&opV6%hr;TVpCu_AC{z>dGeF3?rnvN7bP@|FzG%BCgh;4%7{Hua4PmHJ>CM}y)dRm|k%a@BE>Qh%03vGe@RmhEp>$eseWrucd~~Z! zYH{G|j2i(@Q!ckX%9yw0qDr57E$R4wVqB^6GQ%tsi}RWxS(hG|(3a$_yF1qwP??=~ z0c5@l+>O|r_v^%P{T;$i(kbR`>pbXQcIW&LZXr89w6z-*=R*vt>6%366v#%i38?Ks z=bQG5{&#lO19gHgA#|ME(uStunFoh;VuLNSj2iEiJa~}9X1w8kKOh%^@c6rJ)GE@e zd>dvh=}1`>F+~^)M}I!!X=u9HK7~dyo*;KkB*rf4Ojnf_^|XE%Q)G$k9hY7 zXSt+EC3UBXEd!{Q!e$U#XNB+UY2XT-6M=JGIMiKv4$&UcG}XKe+#jxN-`rp9*|ntn zz!y8kh72`t%uD39-|IA|#hBh_qxh-Q{C$8RU~}#?K(NMQxOE3G9jM;iK-;qF9NgNf z{yHLR{z!~QpaiXqoqlih*86Z|SkdC@yxYFkWV-2$j?whfeJje9HKxYQ2R?ukzQA+# zmSZXkQ&@1YYEd6BHKeTj`$$(?)$9DI2#`v(xeQRDYPmfl$*bhAM`gcwxz0X)3OgHF zG`7miRwrFG_Pfz8Q^;;lh;N{~n0xFyB|p2;! zzqdkay;mW7`moFS)9SlJ6QPtx*lM+F4*;|rP?5dFLXX+aG=E3t{#P$4Z{s+8`F!Dl zpm8}>fM7&W0A0k3b4P#*Z%gtQ7*C31d16`6DdJ^gM)4cqk;!>#VUm099odKI0%J0k0qyn8WR+mN$ynQiYvFH$ZcjJ!Rmv2+Qc@dIQ!rEUR^Rb?IpK{DgQPAeqs;56s;+ zC32`IhnM7(ab-`m*HfKH0aR~vj@J?5&42HKixS1`V%*8&Q2`+~5Z`MptW@ON#(cdL z9c;MT{PFS{L=@U=V@kjfk(HUjQLWEJ>G9+x=I!IZ!B{o=+&j(oxE<7PmFS#$6Ux`S z%qx3_*$zHBg6rWAWmUJDgc1Q(4+sAu15 zm6~`8W2&;$JP%BU<97I0rx4&6<~>nm@D`FJ@2)eb;_e9kDuEx8l2*N6Tzb-rm4kZm zp3u9XUm=fG=ABnlJXYpCjpphGqP=X-4BO5q`=FeGCDfZ=YNl!hcU?@S37v}8&q?cW z+id6)%kjTdL5A%Y$+GL`( zEIR&BWQ&1==B$K$5P=9@-(CLA~FDl@+o zz%_`MFtVbc1>)n%pf|~VE`BLE-JlTwg_@>x8tlgYeUAL95rKv(j!lT*Fz%~yrJwje zn!d!5>Hm+Pgpx>w+(m_vGUuF0|*7SDT&*6ppFoJ5+W?=(?K;eW%svjXSyiOw6L}+N zu(q_C(qd_!t31q_Cz3p7;as~F;Mpi(SWSju_WhFTxIzEjWDBqUktfbVD&vk0z;a|v zyBc0YY9@MV)xDKr&b8vGJ#7%hDFSRdaIvn_1F|ct{Qc-io78bUZX3(V=YY7RckS0# z2Y6ZXFLTxlP<7JCpefe`L`=h?hOj?gule1`eY7$zw-HK>us`0|sdYH;OpA}Iz_Cl+ zNGoOB(MN}Ukfg*hCARk!JXs}<2k^B8M=sIet!LXND~>AC+B@2FKh!^=tp}BT_4in2 zDZXM?KHaQmBJs*2=3(5FFgN%{q1xb%3B*`BOlTKQgzHfgYLe)$gm||lMSCJbrPf~F z&8V{Ena>F&->q>0cK`M3H$C7>_2+PcZc`{)g)kk>sbg zn?Sl%Ykx40gIKf%VZ+FyzUjO5diBMjmj1<|D&c7))6=<%K~yN`A48Tdh|~Bpuk~q5 zikMH-D0IzbD^qT4{%6T7zNu;)J*WooOq9%)pD0erYhb?Tboco!DO4$}#2KoHpR*sD z@?JtbpWOKqQGqQF76|G8dVi(%Y#tKUyb|CxX<7RsQ}vyt|5p#Dx@GBIPj|h`ztPObiy$%jc$G z0vC2@EWC`xDoUv?CztzDXfnhG@aEhN>DH%zMHu%b*EEwBLJ#2nQntxtG{+Oo;f8ry zpWuVMs;gz=gXI0Ewo{rLjn88KtS?SEmTlC#5!h2=9|bI(r#s7^pzrBEPgS3)2hktC zc~XMw8Q8I4yX-xS&U+GEaWu8mk2G569L_-NE%oWDP<{fWCo%C0`LglH3mWEwGOH}C z;`Erm6tyB>HIyDp+{}nV(f;avgu~EFUYZ0_Vb`{ijHHNO-?${+<`3eaTw_>?;CBm4 zG~toG_hs|Sb@3{{^5pU-hM&)^ke|AaWv1(@b^MnW_LC4Yts#g z!-mFLxiC^sP8M67IJci;!%((Y3)Yq;1;yRM-4>AbSL0|7fd%Lr(gj>qOn8W4ONEk? z*Ui{MMI?~IX&W~rcaf(^gSYO(?^}H4D*Ohul23-Nf+j3!dqUl!cOTj*}lP6(jQ zK@N^@Ne5S*STi`k^Db^Kj`_;vSFmtWoA&nlkJSc}c@U z^Y|n5LD{2`ekdadRIYe%En{zvAFYMxz6;e)u(gP@x*6_o$n}D-jAO!|Z%ygyU$NpF zh7~tBIC8*(N2iXlt0`M3)6EgX8}ztrO`QY$0leTp=Ia%)(S?^EkJI7cV382bcU^^= z@$Is8mob}L#Z6ATUj74m@13{;Mrx~MF(>~H`jz8w+x(nKX@pxs`JT)(;)K*k!3Q>P zw0SetO)iW#Rq*y#dX0y;dDIXEEsa+UX+kK4!zkhZ8oAbvrJH%gA&q$);8A z7~y%(XU$2Eb)>d0Y@!o=k?pQ6QgmR_rnRkU=QSHFid)G zQw3C0q-c)r1Or&trCPH;c<@{lXKhNQLcU;GOaz#Hbrd#w03AC05 z4E7%V{kKrSS%FQjk~1#lrWOg*-+vOfr~gv&RYGc%?(3Vj@#qcHMb(HOrr^H}DIy2{ zS#X=3++C6eLo==w568$yzK(1PY@_g3PL!0#-cVPMOqo~j@9 zW?Kc5At&SVs3K9r`JhTHN9};zSWZ=}VOnW^I}lechXI=W;-1F>>mGqEaSnxwp8C}W zL&`4Gcly~}+`Cjb?yDF$bXQp~hGfvA>?}4j4$Y)rHV1#ok{hVIk4a@Jg02fP6xgd8 zDM+;_pYX&77S^B~QD(eYKm(_zMMX z)rx(HJ`i49(Mk)AlU+KWDr@ZjqbyTOz|S-~e>JTXUIz0oC+j+Wp5ix&Iue|Zu{?^Q zC-Z%=EE7CMlkeKCII+ag#p$0i>cK1ej|a(uC;FVfRFE9#s6bfquxFNKfeImXQp%PS zeSiWc3mp)iU}xxpqK@u7=;m~{k%Q#B50W9WR6@3K8JFM-uYf#1!1BTIdol|qnKX|v zi$aJY-+SU+h*-CQ){V(hu!VcB*nnqca#%+1U@VCedym@LsX)bYQEz`UqnBmGPD;Vc zpL@+ZIG)G>ur|yAVFae7F5p@5F@@U_m5M^SQ#-~i3RqNa_2b$gXEo;%F|b&09Kv>& zZ6*?(bom8Hg)L&F{tv!{WIa-5{9GtvV5j#@v_8QHhtsA?e=GLu`{V2r%+Z$m^ffK$ zoQye@co+ZMTKuB%i*PBB17~g$)!4yK&(YVzkX|}blDTGs2j>^Bn5G-da$DrYx}XdU zS<*7AC&+p{!$(EU0VU*VVe*fZ^-cV3UCm*i?sC`uhH}+fTs@*+AREjO1ssG!y0!5y zXQwh#d^Ea#QXli?eN>P78uzeIj${D>+`ok7{sXxO4Z^Sw2RV5k%v8UVbcRya#~!GS zO4zLPy=K`dk>=%HYJ^03`ygya) zrm_K0Sne4=Ao)63VU6~b_|7n!KEAJmdQ{SuHs?r5XjtX%Kt5 zz|}kyAE94Wo&TxItpy6b@XQ=D=cBsKx}hQQ1u@U1N!Vjhl#zo9rr19&bEDy#y54R4 z>KY`+xNP_Cr{X_CVo3Xg;kv&ne5fo>PcSOIb~~#oU}nsUB}?@w`_90>hUe|w`?-n5 zIb~!CWMi2Taxp_p@Ne0pz!tryh+x`vhS$NsZ+$Pj%uP~2&Y8`Uw^mg&`5uENXeYRO zZ#AK>Vyj=){A-Co^a-w8g39gQU0iUSG0Km6@7Ccn(Y=KeHL(T9BLNXkCBSV37Z#%b zehBoMRaPWnn@!+tx0xySA;ht?&#V~`7D_bgI374yHhasda_+9h6b8|-k4$kXriZ2U zL_VWhUBRKFtr-<_ss)3_={enVwk*QD*N{reFYS5Js$JN@*#)!W2Qh5Hh$~p8>emgc z)wlOd5)=cHT}pZ$e_EOVwNSVy7x2!WEUh13$~cJMlY9ek962;fXe=7FL&BrtkXNUX zPUB2V*zQ*zq&?}!wyiSXh$FSgIZ>OkNl`j5cXyjb2v$PI?X9ry$o$OxQ|y&jSb08g zWq3hoXj$3BO6M)9ayjb!$0*?u721XFKXn`U!VROa^9fQ8g&J|Mc?(kN!Edbhu1U3$ z53EVaT-4zyA*3L-{LL4qzxU!qHQ7>^_z1csXTNl1b@bAFyuu+cTZM# zKltphieZ0ue{X`m1r;5-u~HAZlqD)-h{+WqjrsSz$v5daf;0SWE)tmPgc1Xzz1G~q zwb7*$cR~17Pq=O99T2NodJWxk zT#!DZK?*mel$WlZuW9#x*VJa}UGv&p*u`!0^79fTi?|$H>K7J#bBek%HLrN>KW(65sdcYa#H{;JH(jfp7J{7a_;E>{P`F%X{8~->Igobf z@4MkqWJx{VM_W^cXJoehZmggk1_v=5Hkj5^ zbK+5+8!A9B7Cc{X$`~MFzz8QwM1vQCKBYrB9mus|v>Jiol2PJSQ!hgn%t0@LxfMe3 zIqw(;641z#cxE?~8@LXTEQJtyu&Zd#vL9IJ2h20?rf#rDIrWlh{tCC|nqXlKrs|Vu zF!b@DW;GeuGjv$F#-fBs0Jn}_x$iz?aC%*_#X+suLHrp)Fb+p>_|w=zK|o>%|aQjYjnm_8HVCXAHMWaw@s13cu%d- zEhOvQI)g3eoE1Z>dCc)&20zV|P1DxMrTF*~d9;Sg5*=STi492GcIXb`BW0Qe75h=z zPp~@JYVzidxBd>MocM1XL_?`R#8re248k2IoGgt!g^aVN4!{xTQc0j0!B*Otr8!@) zxl0_z+`A4FK4A?ok_>wFcYi_KGK3Ut%m#x(`cM5Tx0n6#k~h%IkFTxY{vdAW@0mIA ziYtesSv!$Qq3Mld5jYarXubs_R`3I9{m(%ApRzZEO+@fsqbuCA2s0Ok<_}Sl6P0-*#AhmfY75>(+_a< zTzfs!@vLW-WsbynWWex}>*!?{P<~!NX$=->14b|}gtWe2a(yDwUhQdtH1BHegQt*pmIYxO4W^`3B0!=a0Hd7Fk{es&Y%gF8{3B`B7&3BfyK$srV+i zS?wivR8A?sSPfhS)PN*9Bd(}aQlVGMi{H_@jlrnZxy0-d@1;P~0O=$?_T$pS$zB*_ zL1+!(4g+@Q0RgLeHg>BmJYd*l_(cQe^fyoaV&9z=!jD`}mGVyZj>vx^RgiK}%rN8n zoI}Qvy29QZRb%#cddJ)0cYK+GyjMrge<>pxw5q^h7?t|zu-Af`i06O6XzF?ylO4aD}z!Ju#?y44FYj8#6dv0nO7s2|A> z5Pn(c_`B0}80l4T&b9F=_= zk`Z=`Ei~6vL6<;m@@fF)qAdR|TISGoG0!&V9&QGg=^UH=SUvjSL;IbIH))_N!cW*j z_LkOWt$-VQ^F77INX}ES(1p>{4kMcNN~T{FBJ5xo2EUNaW1HVpFJ04*{i>{^^v40) z2>e>emhDdOu2_F=Qr-j#FSPgcwOIi5I5FlR>UP(*{%rVCz*_nA?Q&{V_U`>P6G%H3 zMofU9YECVG>c1L12OzEZ7fd%lLgzd}*!A9*%7d5-yPMvgS)a<{v4Anbx?M%(4Au}u zT`eP$R(9`$r&435>qVn~Co|=;D<}Huai}&py*#;sv7mGUO1vXON-N(NVmNV^CNPbw zH9)NA9eWHpE|Sd9nNO&|V#4etjZH9c7huGBSBoQKSphacMsu!F`wG=L&ZXsPh+yCf(o;?S;KKh>yrM8x59W^gMehS(A zt0sMfx?FberbT{7RN81jjfa6G-9rDcF%D23LAgQ2tef*kTZYaEH8FYr#x=Qb(n#Nl zK)%L-8+`6}pZ8GBt6RQ{reFr#KL2PM59dluT!i#;rN-(=i(V`yb1r7xyN zjWX@KFl5H8^1kEF5!LWM?rOU^gFJqO7!JO@nh;mGnE>Lenv1bVT~oht#>JV#w!1Y9PKs|M*csNhv~m-=H~0HDiWt zP6{!$S)M8IZ%w*=TU*)SZ|NxJWU*yf&9}mY*-Vv%!@GG@Vl;c$oOw~a8gk)-8P1Ocy#Nd>}UABj& zhk2H-Ki_D91@!JWTfPo-Iu7Dc7**Ru&&048y_Af|z?f`J_VFVN;nyRY{H4-Q>}~7fk-}isZNY>-t0nSwOVk|1#G8*mRI{D! zxH$OwT1w=uC(tQvIWyXt(M?|yt>(s*8CMzyTu+)Ug1>$T(X{|vTs5yyR4fwA?IXcb zBU59L{xJF*h0%u4llKOHrV_m1p46eI8HYm|o@L$tm z;IM=;{$PZfWt>@OUpP+=HrEw?2TPVC7;gDX>SQQ=o|IDKgb|P_eX8*yFNDPCV<+D~ zf11by%ggZfGws8qgFBfARBqqvQzr$v^ZqP4^XO;8Wb%P4g9hmNln>z8HkW^>KyH-e zaOjRcI!(WPVEDUg8U8_=Plub^Dcl4S=JsJxp%%&Y0gPDFmtdX4e(;~Duq|DrOc8uN zIF-i*Md=dpN(}p>pYK=1OSPPSIAQZsKI6Oe=lARTRhMEt(@jW$S)KsfGmmC;12?iH zZLHBEBg*)j2e~X&epw8;F!aW3@R?hA&YqtQA606tT#On|&~T3Mh!!2IjI-&?6Pza+ zZ32pF6(VKc4T9OeH38OiX@M6HUAYIgiPVvw$}<9j@}7VH-|v)*I`FDjg*rKAtgcgcERT> z4TP<=f0te>u<9YdC@5QdVg~s>ukh9D^%bzlb3kI~K_5f{U%;;@r;mmL3Pi_Y1 zMf>5L3~rGi(It;1>FpXSq0)$O01@$n8J*keV^_+r6tSy`MISjE33J{MseW!Xf)VsH zLcXOO<7LMrY>kr>pbyLf6r86lB%{Vg*857q!8~o{?TO(nQv2T0EXQz@@;7|dnhh!s zAwE-@aRq9%(kz z)``i8UQjU#<)4&1v`UW9f_Pfxza^PYmXuVbaoe$_eo*vw_1FFTOhBO)7^D}Mdq-J{ z=m}(kAY&|OO@lu+OgwR<}T<=LTV6V!Js1dNmi&o1G_7^;l;NIMF z2~Q)e-WEVn4yq9#l{fexd0Wg@Ptyd42rbI(w)aT=WRunPR*HYkPoVy`$_Nmz+>V-7 zC8V7Qn-9i&XJ< z8$tc#Vf9@KPe!jIOUSIkC7Ck!sCq?s4$y)*%UB-U6483HMO*{8$M}r#(hXU*ScR#2t+T~@;k;1-Le$(zN@PrlA)W2m~KIE z*><}327cyr=Ipnn?tMTJh3`o^IlV!9@@zp>%udg2>9Y#UC{T8!lCe3?M3za(M7Q(G z!v05Y=QA!1shFqN$;D5Z_m$&m6*dA_Qx8@vu-UUvHKyj1P&J8O@1*FJp_#fz7)~`X zAFh-PdF7P=P4Pt-ML2v}N!|@?mIt<_`Y@|CG{&Ak#ih)r%3tqn)~d zmv!ZSJg-{J+A3c=C7``FOz#W5kUeI%cGM{Rhp96Pj3rzTuAQ5^ve=h#BUq&$J`fhY zKjIp>TAdj!WA)xU=cRKUM8!;J0~_0HoD*28=BXP!>9}rl9YCs^fbk=X_+ZJ*epcH) z`Ne+fs^c^HWLBkY>K{?Z4aFDSRMoJL&{aM`oZA+z(O45@YUIbVROEryO$qubfkT@A z$M+JA?2reC<@`Zaz5p!#^VR4vLDRQ2yR;DK&b()RU(eAOM7Nr4W**srx!_q{Qgos+ z^aJ!y+ykiCL)F3__W@lvB3Z3oQ+GhRfNbCB3Hws^Cqr)NiP@m>k@qSr?>{N=9!MKs zs{s`l9eMv?wlM^C_itUycMMv~@Q`KTP+~+Dn2Wd@wny#iQRD9-&zUdh3t~OTjLrS; zFmc{+<>k|HQ@}UJdI?cn0hIQHH>jM%`@ig9CX{&N zZ!!|Z5$)5Yp+T!vAd8s0Ih3L5im~8IGtuX(xiTevoCNi&y27blleUm=!SSR?qmwam z9lb}~!*I2pKA^)?Gaw4Ap12*_))XxpECLIofzH{697B8#zcQPkPt?q*Vf;XCwCg!^ z3~C~?ZX!!l<5co>T4q)M%xEO69#J|Kdq&y&U=CHdG3i zD{EIKoaFsW&Bi|>b-Fey=r*xH1);Ur(5Sp4MIFHb7MXhcUE5g-3EzRJo1FK3cgz|; z^V%r{O=xEcZl2ZpF8F)ik$V-ZpGILzc_58cllaJ9%h7l&a--(gS;~A(maKJ5P z!4}TTo*~3v-M$oSqjM4uN#<6eTX!BuNUJVR6n9a7VEnOBH@|yPChJMFaD1`}es^HR zKMp?JG$%g;Q@-164#Bj=kG5_j0?NZ!briy-o1JD68wlEUrK$cpd zr5H@iI`t|@*-Ewl+i(R87XwU4y#s%9g%pzevg!N7Cy4acTyHRN_UvRY9>-t&bBg01 z=bC-2!6IuNrGKkZA(#3tzjW*W$(&!kYr*zNmU8?ooqYDnJEXE{ltlVr+_g9^39;hn z-&J3@Q|+RRSMmodtJjmgmGta2MhKKf>ookY3beF4F6a-H%fvb4YQ264b5qj>Q)azds(n=}&CR7Mq-YoUapDm{<- zGKlRecp}IhUBrJow@b}a#KQONA=T*KPsrRU$Jgcd2C`Yn)z3iDdTI5bKZaMjs)S^U zzp`{gEUn}TzpEkxipf$Aeja0kv{yFkw{;7)Hx^%;7<|d?J+3e7DMj+rEHfTvkTv zPxej>XUh3$RMo>Y4-S;?_3TcfB~S@p|JhbTsg`eKa-wgX>?lMC<_x7O!K*A;=T{5axQ5) zFvtXiD{Y7z8|S>R4x$xJm;lJpUPMO1X0zX%%D3nmM1?39MuJ{l#6`phLTL6p%bo~2 z4Sb9ESx$XvTIFCpYgDhqnJ@?~p>gc7Tb(Xz3ikC7?c4ADU58sJ|Hg_Ea>0RgmC_r_ zIAVXld`M+FpV1$k;O`SY^GMt=O!A2pzo@9ma@Bvexn5t*3%eG0+^IpJ#n~Nm2kSlm z4HosXVLu$-i>tG|`1A3#w)B~&-i{h|;Ymq}lELNyxtB1wC;y9d^nG=2Xb&HqZ11dR z@1CnB9QOmu1Yk-Xdpq?>4=;2-)Xf{puK;T z#ob9N!2r7d@oKdME-dEVcm+`!Z3I zQSwrxugBDue61GWxQno=6|aw-e_B~)@n%er2O=O>j#Zksc63U(kNVdVGi#w{PAR)rez%`{s}xjoVC8E=E4h^Cx09AI3+;NgfB7<$ z);DYxE^7T7)R?=`f7Yc#6m-v{LQ+hiVmM7|u`k>(78y5Jzo@cQ*X>iP zSd+6jw>xhRATd+>_JA-NZ_g;ySwEr_aL&2|h$}`aZ+v`6aJ%Z+v;Gc$i2!zPL;^93 zRe|PaIF9s&H?gQ-1QlB37RDRuPQM$%apobO61n^I-xK}-$yA+AUcdrYN(cr0Ybq3v zN(WF`;nhV^$Ciw2=ebwB5XU`GVzDus&`TuGl49YRfM%L2-0_)>b9STWXhm)n??LEu z+P<2uvN-SjlTv@@HnRZXj=nxX22=M(`OLbL;TM;vyDafRdVr?f&fgWTCtFFH&)nbr zfEgWqzg+d2i-zyKeU``+GwNa_xs=Ig=In70kvwkU0-%?9C;_wO( zLE2Zp_e$Jb7s(s5@n#v^04(B%;Va3MOdJ`#Ku#_)mL@V8{S^%wj!1x?8k4>9drr+S z1wwjsOQYIS3?@J4SmszXV)|q2Vpioj*sQ0Q`DeKgl5}a8Rbn6_R{t#1;VXk3oATj? z$R*;uN;Pot1HItA!V1xbQAsVdc~6WttIUMJ@41*FuR3Ks`H#7m1;ye9l8}^(@<6y& zd4*Kcp7GW7o!|10A+wGaQXf?#*KO|OAZ-Q72UjB!*R4oRVnf4WhQiF8WjUUAHJ<}4 zn}Q9294@9t6^ZY*SH>q}zNm(WoY(CVcYcdCQsY%-J~uSz$5PA6{Ya@5NWMRZh=I(9 zK>U;(r;XL$Kix@zh)Wn4#hmK#-75mkxK!G?dP^@W32&IRye~M^0~|gtYD_da!R(yf zj!_fP<$YrUG0?d#y8b`=$6rk<@4p8W*==Ogpcg^abN`kg^2kHSb9V}#TRbhk zS11~)PXz^Wzi3eKjO$TD*$4Ma+(?k*C}>ipTUV>^)dwXTMx~I2zk(KkewIADJytdp_%3qEFWMhauohANu^(h0^=VhqA$&j8<4 zNVavzTfgjues8q?(ge6cxYh06k{f^WD_oG8jQdJ^P$;_Y#uZly5vBz6uc#VK{IM#< zD2H3G=@TFrpzZVvJnQjVu0W^S;=O@Fc}Q0-MMZS@pk-5gl3C5HDSl#?5j=VQGhhVud*}UD(`oe_8gf?>C^&X>4() z_;7B~)_zvN7)3Yr9g(thgOA_$?K4QNXVf)P3Y2y=C+dh#2*b%!7xHH3hU!-#0=e{` z3AAaiw^yb5|KF{T46#b}g|W;JJ(jF-wJxG8{A!tZUmD;N)|DNs+qtC5<UW@+T0aw3ASYuVGBrO1m zw>La*)(F5@5G(Y4A~4$$mR!Zlphoi~AIji(UI_2?uhnuhpvo9SmTT6(&+N$Hrzd3?&o<9U9>x66Ql9Yuq9@6RWMu{ z?e~85YJeiVv$0T+*^EZS?}nxKh*o&~)gIZC{8xQ8_`rtECg&RYuw5UK5+m<$Un2kK zBmr8~P-aJ$h$%y35PjVe-#o2&s#z8k%Ef5xuzSh#yHPHCe{1&?nk#ShnyqHEysDHQ z0;}J#%YPC2ZvV41>0%_;MY+>VIxz=lk1o7*gmf-Y7iA|_?2Fe~dDjVFs*cP`vqX?~?Fc9gE*cG4nBS*p8Tzvv;X z$;%)G5&H9RA`rn&`MUX)T7C&`%2Zv{`5^bEL9H0(8yC&-c9?kKyUn;&(-FY~Q*hc% z*K%y*ImMSj9NxUZ%XnK}S|x1Z$ylVDhTo}pEAAsiv%qFg;}eI}F9&zEg|=>K;~e02A1a#~0jX;6P1o!eQepmC{43pvyj8iouznw6vuc z*Y0j*inRyzyiwHP@g;P`D_19Yv8;6Jz<+E7a97VXTtXQR2JyHPWPRnE%%_0ICKN@~ zuB9h=P7SH~D54yW1r-5Yu+?xbT~)VClvRlfrjw^g!@EnHv}^rP6`-gz7^&#Kqnsu9 zSE7p_5SoUO3Ko~wOU2T2oAO}{#c$^7Sd!UmnCRXOPKqLepDUf~6|zpvlOZq?HB4}P zfBIA3aCvD_;nyG#vlPEse^{0xdZX>Un&}5>)=gu0n2WHf5&oR$bYPRXclY3}nUY!1 zALogGqP-`m$#J(4X~$gRA+&|k4UX$$EttD|=;2mY87AFeXmq+3<+Cyt0(Y{C`s&Da z_~F*>+Ud9A3B)_oos0D*(25fA(b;VsZZQufU4Q8*$w*LiAb>o%{tBmaW?WeR)IETv zx6np(k4$$`YYy&ql=h|99su;JQESS747nblA#j1Z95XORm%Eo;4XeH3)PmPI*Nv}1 zS1qm$qo+m936*jhXdLWjySv4|f6MdRvEadYU@5hI?C5}t@Vm^d?AvSKPvb`SZhm<~ z8Z)&TT7}hb%7G);_ucsK=Nddw;TU0lew6z=;H~YQy;B^1Lsz`&`BOcpE%O%v4YjXp zS&eYhq-uLlJxy)*oVHEpl*bB%2-F_9ijwERpU7Ou$&w5u*A4m1GvrS&RuRVfMZw5d zaBT%yZo8$x;VDmy-|$Aphg)-Qn7d3QOuy^1 zGr18a*;Oaj};b3Mz$85*V~cIMIQI9 zZ85Yu^;aCsT^a8dUKMgjak$l`^s(|2&(6NPb96qt_n=cxTTD=XY-^ z(mC#b#}*#81W!j#9x0gJ(WVV?mxB7Sm880%n;l11w08bvhtfC7+_(mnlrC?eNI~)T zZiPE8)`cFf@VF}EUyuhqpKztOU&3#lGFYbxzNk)>JgncNZ0R`);96B`jG^^9j38hS%q^5N{ufrt~|wiMKl>DI8_=-7-X)IITtMNGbOWa z-tW?kb*1m|4Y#BQbt?u`{%{=&oXd9erYrWpEqv4^bnEj~v+`4?nH9ER&b#d24rAQB zx>U?W*1MB_hPF7X3EIthGZ}NajT-ghHyKJ%@5SDcB)kfNw&-8-R9*c|4 zmuNv%_daA#3nZT}hV~B@RHhy}il_9Qt8Vj{K9Tu0(^9-MzyGWI>ruTss%pl8-p;5- zL*IgRQ&(zev`V0Ycmt#4PA4-ulZCrDJ5dF1bF47-34|<8ct>dykq837WFl^%?rh1j z>G-Wl&2#pOg^_lHjz*fQPiNdrQz}NOOs$XWw@emS4PMlM(Kea|eXJ_}ea}q~qQ{PW z{FdDWkJLd^(|%QvVoBLQ*eMa|$}(*ZB`QqZbM78kA(@#d>&wFer2$zF0zKN^R^V_?XF;Jm2g(X|k^pllQsU zK3lAR)!Kvx+?Gx8X1%19jQWBNAda|9q5Gz1y`15G4ol!+;rtnOq<}~H1f>%erux%9 zzzv?jGf?w>wo1{4RfGf!fAx5G_P04blQ6I&OZp<(&wXM8MBzEbWj7J>sT;NL|4FgH z@`1riB31CXv730{o715$t5YBsM$dBVOX`Qdw-)*vvMlzP_Y3ruv$K+j1#S4@wbfRy zPs2{dYi*Uv_F?-|Ehu*lzc=U97&Ff^O_;~$$EM4TegTY%Q(4HajMZZRU=1^IuPc+o zB$C5ka1YHHeDN3d1J_lUA+M(RP}v_FpW)9F3GRNE?KsOe)G)Wz$D>9!KAN5|i^lCt zECWGa`7Ye?Zoh%cB@{-1-UO&heJZwZI$yAT+>)oh^ABY!EUCazssK?e@TXKXT9L82 zS5-yfL4BX_VV(41hGJfwJq}4z$nI`=l4@p!eyUs_UHP(~Lm}8p!LBl90CMO0QY}kuk4WO?u(DWD|9)ppfV+lr8}r>s6pFuN z96M=(3rdc82!!N>^%qL+$eq~{Q~7qB(WRUySVI#=aU@=@ReDSkIX5&thbtAd%U^AC zx2%l>{hI5-GRtDv70RqGTsX)C!V;I&RpRV)2L9sJ@Zv^5ngxinYkiZjV@+@FggaGh zks*_X&dj_D_(+KwzTfR}iswFHAE6!Mc2>s6ix%3wL2NBh$DmEOCgQx*iOiKA@Ua6{ez-gMn1+tML`9JwbyDdTdiUWqI(i2#i@r@#b%kBbB4L6qg1L_z{CP^unij8< zC+^I;*>=_=NEEeu?w>r@e;t{xMln69ZZEtmZmn7jpqjbv#8$cU2p2IK(u56wYyL$! znJFUdN#{|JHAF{an5&|(ZN(#FiZo+ zLP>b;{hwf{S4av3p1-Q1Ail>l{~IM=5j-5;zHak@VSlIM89g-OV}!>ow;s2gH%+dS zK#=bSzE@@&Rm_fqk4S~K=lA69mt}DGW0DU)(|RV{e}P0x->7jn!Hw3N$0572*1W@M zp7l|4I6;qAAhMeje*YwWtq2U%0vk)#KLQAG>Rq2rN^vr3NBXL&Xp9@_qjfa ztLVGrgo?}uYmQ~p-?q@-ciaX4$^fvqozbKGiF-NKOR=`x9k@p;Pyfhw&w!sbV$7dE zU+4A9s!{CS=|?vMZZ7%HJ;TxAr}-2esP1)I;+ zm~|WC@;fU5V=|zXe~gg1I^9B7F`{UfCIPpn;Ua+RUUT9S9x-(J!K=(TY=um`S$qt0 ziR{JaVM5|td)z`p*UgcG%-*$eWG$59Tj?H~guDUZay#pR^jUo~Szqb$S1?^ubBe#| zMS8hg9PWK3s>)2Dj=17(Qy|+cw8}ay5t+rM zv)vA4U&MNv?ReDc6g3I*E8rv3@DtJ>;Nd+djF8pFKS+bnEf_v)Ob9g(m{4%n_yu@Q zv8g80%LSUFp`d#qqgMi1d57L+w6OaV>!vV+`<}kuc8Mcg0|L5ITvvX6f^v4~6;s+Er!k z#q;3@@p5*$N)Ju@iB#N!pWqEV?t2lamDw>Ak4K7gt#rO=wa{v>|ChT6Xjdx^y-%rx z(BJ!U09qR4>qxIUSiS$>b;o=h`xD61ZoF7p&o)>YCD{LBb3%o{?RguSrCMIR4Lp*v zh~ixIUF}h{-GL34eku2h>njgytn@c8igT%X%-aPJJNll^evWnX!O9jU#5N0{gk3f6 zQJz<+{iK}z|FZx|XtVlpqmk05n^znc4-5w~#A?665p54+kE?%h$eZt0r&mHmGLZ$? zXXBoS-M5{#a3&%9(?V5J6Ivo0g*vx>J$KazGFsyHYpGkV)<)irj8jg5{F<^rWhIQD zi)Gaa0JJKUN~oj36`fx}FTvF!0DT*-B03&T!h|q%XY&-HSiJM74pdP3@m9v!29}Jh z$vVwB?~7t;#rC(51D-8~&}>J7^GK@aDkcBPl;D3T#SdA6`Y$6>%-AEmW2rqOA7!?jmp8g1vdUmtZ*7o$HkAOq0i;G=WILv7tHB? zKW6$w@nUB--nw*n$MK>x&hfA);2)_?=)xDaRQm^yoh4JV3lh>^8JKu8m4&m?+ zth@`^_ICIJAVT#~B~ypt2Wdke5$?C20*U&z9qK84bpD!&!Emv!-c|aXqSf7YgDK|A zVZwfkzKgW(u~`4=P~{d7u;xo+uXPFL4OLYM&+RkNsRTG0{s)b0l$?k2Nxr6s&fH_R zM4-HgR(q52@*B0hDD+QElzDn1N!e1TKrmd9SU=3Z&a)-X7`T{+t~=GjFxP1NA4+*L2l8?l1Z5>aJeP`}rGs+g5U*o`9DSw#?)EezFH_*?H*9M|7+va6JyQuO ztDCdw%c;$?Ev#*v&0j8tMK7GYUD`HhWdyNAw>7v{m*N^#;&#T1lt`(B?Q*84zDg?_ zmz0m4KbA3>W zDihPJn(uAAnc3UAlp*Z^Ps1#sI*iW{-H`xcN#}1vR^Ig8eDwkLkG0 z2Z2B1V`Zvv_kCNQ?DI-lf8>9Uc)4mdujXB}DsvVd6vsQy4LNu3CdB6iS<_C8VKfi* z0IR#zD51U?57wB4|1n0v7(wrsUiti>oX7;k>*L&tuV$;PXnxzOzNRNIKa@}mJn^xw zLde{5p7`GpDbU>(3#E4NxG|ys)6%uaGrj-+Nz#>WPRT~4a+x@&#pcpY&QXWto?D%n z6?5I(S*lY?E{R#1QIyGskjva9#;{?eVQyp0WiE3!{8r!J9*^y>eLkP}=XL*l-mlm5 zSqgJ;xLxZ%;64%kvZeggWZ{deYSNbJ&6vt_j$(Ahr*&sP#PyKR;M0l9g6dIc5T6EL z$=pwrkKA1}?Erd(CXQsjo}X~v_`Qr&$pBQ`ZJy{f9&E%p)}C3}L|D=rvEs;G?jj!> z$^ZnpDbDs&(a!8isb~L_wbWSCCASnP488n}U0lcowcu(DI<1`h!8G!a=7O$CQPbH9 zN8g~u|J~(b4%c^#(Es-(VNg#ec)>i}XE`fG)GR1x>m#)es2Y)J^I+2d2u3LH6PtDf zlrYkBVm2wTg1m4wz;<$&+YnHXmA!11K(EtB6W8qamv;Y&w~IB0_{q!F=V<@bu0uYx|=r7SLgc6p5!$^A1v=?MAxR_*NCGe{mf z9QQ_$?P5qSpV{y?{iW|eA6!QCbhiw$!~PX1I38M7i90DvZR3esD>HpY5`|^3hVO>hq;poJ+#8!t>t*Cr@q4T46V@laH~1#zQ~H8?4X` z_^H8#;iCfx4yPp~;7o0_?Tn7|Z``P|U0AuOBZG{a-iN?4F2q2Z|B`~U=5D=*B*E^Z zIZgFA;if1D&M=pSY$-{uwwYA_R{!>|3z_ghyDG{#MuN>it7~O|zvoJ18#8440%SAlcMq@8ss!%tz@tJN+Hp zvL5u}S4<)TX$)xi&LLwt(Qmyq&0Xx$A|s5{t|G=9! ziUU$RyQ`jzG|&9&CVWwE+1#^p@b?APMM&VAYbUq8&X22*Pu3#1lRKe5v{P%aj(lt` zN-8{oS?M6(Q(~31YZ4Bqu_FJEEM*V&fQ3xNQ+hH7c3-`YL+6spA#uK1aY(yPpBCpy zhEGvYyuAI(WkmI7w2pq{>h9V{4<>%Gi#?U#_W1p^Up~CbiIYGs?UHla!HKAM!K#~p z8!5iy=htrO9}CfAM{g+rwm2Enzn2IYIwn3uSEaI!_(uiIH{d_l`Mk-Qgs}0j zX>~{%=79~nJs-Y?i{9{-!=>q=~TJPmfUSYz`?YMVr$3D<_O3!BAH7=Z`vvCxXVbi+ z9tUzB-tbU?n;B9*-TB%Wg*YO3%Q^5DZ;oo!zjXwN z-5eVKf7^qI&O~nSNq=8Hg}glYSdvtCc|V}ARY7n0rJ&jCcppZo zm#-iu%-lb&od;|mCp~KP`GtljIpk}&!O|1S9$XUOL*2)n5EGNv*~D8ux8nw-_Nb&( zpra}G0&DV;(58R1;^l0E<{W65ScU4?`uzNej<3J512*;|C^9Btg;Y#5M#DXo|Eru7`J$7L=Tr5f&r?fhR^`)!CKE> zD;tVvFa=Cn<&q6`c8JL!y9>y^3Nw+=EG zx;ih-?e|E3%|xL5SCK8fAzv~mKLc5Ot9j7yMwA$7t5%HHxpqDOm#yMD&p9=GlGh0D8lnZKp(KG8wF!BhfyKA#ZjcfMd4(E;Z1 zLn-FC&x{)(e(g0|yp43pxs7O}->c@-Ka!j)l@RSn6EL{VTE5dl>t$df(_Se;#do?( z*~jRiJIKYds{DDJk-Q#nJ6abLbd+I!;zL^ed25~`?C3-I&_TITjZ|ZH`}ihAi2HK`_F8e; z>XPB=*OMh-VWSM%kAnM^y5reT;{PbiEuW3+ct)q_ufOmrjC?wFmA1Ti`8XfeXdd5Ek3d z5_RtftnW)bmp*-@yZHjFchUrAp2apUw|am*B{-kX-0d!CGEmQ-T*XGt%Dj~}HB-oq zj_FFM+_)%Vy78huUp;*PkTgJqW&LJWT8S6Wnwt8p#(NB6tr}OlQV&RyYTBe8)O<5H zf(}e{t>p$SxyVlq6-HDW8`CGa2^HnaNb7_h$l3SM7wfynL=IUkwcVD+Q=5At2OI0k z2IKuEf5}2~BcJMDSfmwCwT9<5c-u!U zYR10H{4pnUG1E@(vHge4He^;3@CeB55Gjp|Y!%WXVn&90bB z)KmFBY2vqxn7&r(zqBP^V;Z=a40HV=JQTXT2M8O~7#Xe!t!I~%huHpR`%AM0}aI8R3%1aYu(+I+wnGe{GSscKu!74jOh>yMsZE${%Al zlv-$OBAQR!8wW=FWA0y1j5!H)Kg^}17|qqEtJPcL_WIoR;YgAsb9)zvv~8(5&$qB8 zv2m2y8H~*B=#L-vZQbg=EijK^zpOrtn1_|#cij!F8C_O06!I@3N2jH`{fwqc_yG&} z5&J7am9=dDonTU&_&xOvgq@&WIl@4U0%Z7PR^RB`u(_C0dP_CZ_#WnW*7FkEHTL3+ zsb8>!z*CRm9q)1?Oful>0ZSgX0a{H}tdlWz-ww|KMc@|_E%RVvid*bC13lynR^O!h@7hovOYc{h3`eD%&F^?*;(T;A*T8*Jv)1+9>@aG1t$h#SikL4%EsyyUA1Qr8~Lt)w+#(N7h*3)hL$p!FL~1IEz514SFByW}Siqd}N#O&jP zuH?b9@yzHgIdhOvY0Kh0Q)bN|ZDqdS5AmmwVet3i-Q$lWRifar_13qO!us-+!j>m83D!#&TK>CXa8lu!Hv>?P{)b z#5#Uz`LDZb$yPSQGTl<%_BH>u0eM468>#5T)#+Fdx^U;DA7GEyx=PRCCBjRGF8;E? zmLX5T*2Tz2FX|1~W{18gRRn!L?(M^@-J-93jGJx7Sc!CcB2 zUU${N^sYDlERLd($(3|S*BEx*V_?3X3k*%py&+|P|Lo4^CG==z&=e`y#+M`=<8c_Z z3aC{I7YgkpL=BgW#lHThJxw`M3>d`nF{)YMjUTx}7IinmnF9m*4uUgzoO@UKyeIqK zLYsv)b+u~gY9A*1=XWZ%v^zx66YPktAcIdVNg4U|ao?u??ZYy0n^D@P3*xiB9wq>= zGEv;c^oCQq+v;i9bl_YMDF#uO|%j)^CqWVR2? z5cEU|Z!Owk)V42I$-S5(H3tws`rBL1Qi+tU>`ky`6W!L7!?tWVtFvh4LSih{gJShI zQ>$~*2SHe)+PdaP#xiVCdac`>*i<-;V$Xocm~Y(F(-Vk`DCdRvf$;GNYS^83#ZQ9+ z5v@gGJM%GYuGXnEJKr-}?h{V@p$9O@;nN?~kJv#~O+kI$*>Teq2`TEc#|@GnMb;|_ zm5vYmN;G*xiE~1)oGHCFbDifOHCyIj7vv&Hn=adumTANj#!rCd==S~N*}7we%IoG3 zXA?s+V>{-By+jSp(xB9d6q%F`reU>Tf`{CGn$pYJMiv%jYbJ66%;eJ<*JCH#*1}YL&XLG?PcG`Nly^*P0*q}IACm`1lM+LD3vywm zDc&3#bnWmvND#ruTHYxe)>vH6x*uS$ zMlF2!OuXNauL-hVuS#lLX>u&)d}_p?wiNpeWSs0Ip5?J3PRff~Dnwv1%RMN|?Rvc^l-+~ni2%OeRJ#)^4fO8j&mvZoP1SNcX0i7g zI?tulT^Q~218cK_UOYi?y-~u->?B`9m$;bO2i;SAy)V#<3c@3w`-T@{-Jmw>*6Ron zXEis@r$<6>Q{504pXajIY$eC1d&l%oRZrJ>$8J-@*#hd-AcJzWGM8NtVn@0ac+S&g z;5^%a>$fL@SQ&#wr3u4&yarBBtJ)vv+$$?}@s!RqsMRp>YI7bvzoGv8N7O>#s47w2 z5PC#=>e{FH5fYs|9)|^U$LQp0K{xj-O7Ng?si?C@W{^^;tdf}CWrP`HGu)OHN01C(bPIJ!a zbU}zab2XJ;L*tnTmU<;c93WIIgJ&}0M4Wkgs@YlcO)GZ)%(XC{n;o`v^Jh2;dzE#u zTw#Jz<*###pf>ZsiS+izCMGx#g6wI;=_|_nm{`RkkymUCV4;Ca*{kmG*-3Dh=+#@Z)t|%87><_h1F;?YQ zArDeqY}nCGHY99bY@WeI?f%i`Ni7Lvks;Ud{KRAtc}hJEZIr4!u8*pQ^5UYV;Kj0r z_%`@P6*M5VmU^7v=`cPdKy9g?+BrE$B>(5tg!THi=@A)var;VpKHd2fyf@Z}Mea=O z6SFG@+VnJ4j1+VumYIt)O@ZOK7{T$t5DY4BU0Qvr>COdQTSZ}i{!Z#L{tLC}ewHlW zuVO!^8mVK?(1$Qrt%cZ32lmv6@Mk|9r5IeLnS_p3{QxF1&($~Ll}k-e!4^g&e2>`5 z>rB;*uw#!_Bw88@gH4@v>dPS}YatimXIGMoN^UpfZmITp`o2%SVxdW%# zT*u>bCwUV^R{KdeO_cq>rr#uUR%+c zE=!qpr6YfCK(`w2J&u{}46F%S)q`Hj8mB1#xNp;Qvrlx`i^)0SUB@ffI_!y%ZRBl; z|Kavk+|JX}o~_fVag~4a)$2l4i}{!9bAXCODaC_lSxbK4S-S0lZdxmI9_cKP!)iFr z2PH(D!%r={Nqbi+N_p)MYc2&wJR@U@fSe@$M#KwOWB8!JPar1P`axpW=Fx5mPz z^=|$(NMQ6iPwpaRRG-rov;=HXcP=VuUDfp=^+dOEfD>~t8gH^9hupaN4l-WISPwJ+ zgTO?WZ@iQUvc)H#b3Mg2i{dM-Ne(@db=JOvP9*jg*sS8<_aoV%_#ru63#+&)`(r~{Tr+lfP9T1A{r@v@!sRr z0{4w$fcH%R33gxQ+M?TZsl;j<_}%8_2jw&5fc|bfK6W3(l}G?r%H@i;0;dWK^wR|G zN<*`EPNR=K`wWwzWscN;E$HXdn}Wf2tFMI|OmDr}LFo@E(~e&PxvkrBE1Rc#+0C)O zaNGHpp`WSW%XJF1n;tksnf2VNu`l&NCtKn28ALQn@FPg7m{%0mbgP>C$cvCaQD2zU zf2+hp7h*hS47nt7IrO0qle9pw?#6yXo09~{Ech|G2*~hJBH<@vj)N83*-kjsEMDWa zpFiVDPYB}G$DEp@Pzh;P?oX%rm~h*tah|=R)R4kLX64s5<6%No@lk|qhPgP<;F@!T4Tr4b&GK>Ol>XQ#mbgZ60U1`nt-5XCub1>U zEY|~R#TfzX0gLxS`b#?7_+*UJ=ZdU0CVSuVB%v)mCzjqDs7j8?cqM(u&n$vhhZFCx;qVF1BEFgD&bWpOn;nbF`F^|u!W*!n{B*uZ36^{ zy_Gp(tJ{~?rt1t{=D^W*E_}XD+Rfg6#3@PLa3ug>H~sJHSFGhNkOY)>8FhO7VBhsB zO)qpqjq*)?(#*AkOU_kJgo3p&H=*jSi`l6mS$`qxOQJ9KeF16)MW6}u$`SFBO!&bK z#fSZ?))M=Bv@Lp+#_rksc+)m9!bsYLrAXZH#zY;u+J3!kZDKvI5jsUm%v^6M96?iz zX*_V8W9(Bx6#h#{R|>7PSJYip82{uQlIexsvb>-HPF%T+>2GXHDOmei`88zu4sf4; zbm1NIzn7-zy4fY>(wb9q?i@P|dJ!z+grgdPT|AspNbeSL^>;rYRM{YF;hDZ9Tem-} zSopD=*)Xp(oGDwT=W9rDAUVW=&tF7%_PO6lGv70+tNXOnKS)$ z2QSkoQ_}!zsiabK!t6J=A4LqwEG5y-WKDJXhZd!U;`f;Y-VNDg+pF#BJd9afg3jh<1zYeIt5%dsh! zjD_C=k2veU@lN8uUeetV0C&C#bac)Ng2+tjdg4EvxOqt>)rtP6ErQaIuY${Cask%Ulpz&%wUgnH0R7gFFg#09! zVV;-J^JHISw>!ft{Th>jy_4JGF_TAEB)A?Ex6;MkIBk9Ai;03}G+({{6Z%LiUwBZg za$h-pHDbSgS@UGf(T$8%3^8Q%1I89UmWm5?uPT`}@KLv39?^ym^n3{!W!{F1?@FjA z2ELBJg+5OR;z{&9X#wW%cA+_C1sjsuQt~G8cO|`3ohyEM1Oh#FVI=F@EuG=G#(=VV zeC&w;j7TSnM#y}VQheWm4JfiKb7jaIL_}MC&8kV+mR4RY zK{{o+wF4&K9d7L#2#28~ek6w=2~HFyu*Oq76v1&HWXsxO`ZE=T)gRlK-MW+bnTs65 ze{isvwn1G2`37zT*x)t;^h#37JYqLKih=d{X^I(J1fz|6NRTyDzcsP5LU(!6K|e|E z`-?xfPOgoXSVH0rO-YvHhOhpPy@C+hI2go@{}g|1Njx_EDpN=EAv$?@$Dg~Ha-ZPE zrkHskWDqk#Z3%Fw!O29^mLpICZHO$wTu;GDzpsfhsS17{td@NxMxlD-Pyiir{RV0r zXl080(S82lMR#zyeni=94sqZ6NY<9nzD#>;U9TgRl5H_M_CU9)>tBE2$sgp)&z44J z&1SRfsSrD^eBb9n&)!r-Q7SGVYcX$BzbdVsH<>ciEVR>)MNyI{_Lm?^1Ruobwh&#O z`P{DW3dv7j)%M@8@yc*wHV(@)&QkU%SmBUIl)+X@23MR@Jn)9XojI#&n@4k_0if6- zVIx5$uaNocPwUxavGcma1P{%9|QlNBR;g8dSI?5GI z2_Wn4OQZ^Q^paT~xMjVwAmJK9*!sgfK5sJzB9~KLgpHx|Kx}nYe*>||HQ_{cLSW-v zesXh&xITp1mfM8A;Wn4YwHY!CLWYXP!}cH@=|Sxhg_t;z#y38cP}TH@jPJn5yIvJN z`jnx&n=O!6s(r;3M}a=YO**}3+V?in&AI+phUFCRaHp*|ka(ue7l$_ID9@FLsDYk@ zDRC1QI0njCOg#{juJnzm++le5{M2eB+_^kd%}}RY{Y2P*kdl!pH=833%`+1%@S`-X zWE;x@$M@{fybKq`3JUQ}x3fJbR*L6PEG|C_ypUTyO!2dRs369tSPRo44sVq;*A>vz zPPJDz0bocyvlp6Tpz2YCxzHDs*3X!?PP~Nf z^w{wkqWLx(Gt~~QCT^LAmcIR$*cYw?6P}*b+=&#f62;hX$mFoNHf5p*IqgzPPYHGJ z9d*^vi&4Qxtj8#WH`%Ex%E_F9^s8fk(!}YjlSeicOzLkaO3@1GmI1x$RJm=&j_eE- z>G21gRXvW5G=9mh1H1`+RSoYGth%A=V}nZU#WMvMGJ*r4-0TX-ZzG3HHj4QuWYk-x z-z=RX=z7HaMZ_~Tke?{5tO~`X0o)YYeqq5+bI@x-z9A#!+Bbs>5*XS99*3fJJAUZTtt6OxP;F= zIn_6?Mjci}<yzJXcf@GE>ots(|jgpd5*vZU7 zP)$nuuj(KrLT%;Z;wZ?$;qLCv?#{#R;AF|cB_JTc!O6|R&CLc%usM6$yBK@0**nwx zY2@#Aq|BX7ova;QtR3trp>~Z;99&&QsHvfj{`vW1r;D}4zk0HF{%crZfE>^l4lZ_1 zj(^$)RfVBkK}iQYM<;VVV#2Q=`1=ZHUEzRd-07DW^0_-D#Q(d>}W zGvVMUqUEF{G(6yUGVY$?e}#1$ViQD~guh357|7TaOAOBv_MGBHs1yY*Wr6IQu&O7K zNW9XjZ>zor^SxCy!DXqU<4S!)+D@oZ8BXa|Wt?&2vz{fg_m0Kcy{XOV)HBP{zd^`# zo#!IWeLbUEKb=UD5)K|k91cMf#ii_L6hGo^k`i0o_%|iU#eOA@505X6Pmdr0CE(Bk zEN`EP?@_Wj-*e)iK$(at#KL!=Cnfe1xFDRMx8k>nR~ej0lVoj0%WvpaeWV z^3d%QMG8mUSjw0h`?kw$P7mZiU5CM;(V*eI{$o~9JI^2UR6!@I$tZ}owlZR5-ahT5 zevE4w*0JkwNRT|1fQFYB)y{ea@ya`Jr9vKq_BJBBN{26XUUv+CUmndBvwK=KFj$@fq$5o+k}$R|86-FteupuKO%&vqcPO zxvFozgn+@S(7fLBzqvTs@1~d~(9)}VuE2L*nBkV1;d?UeHt#w)9Ykbc)poVxu)|^q z3p?H%?SA*@CrX_4uiu?m4SRm4O%I(`WbZ$6%#I`zs;8=%FyUA0fDckdKvRN-R83p? z1y_Cwww~qCP3~RV0$WQ%($;ruN6I;^>Su47>bmb>yWAbsP^?}U%(-QE2^;dSZ#kLi z55}Ufmkh?JO3*TxZv7p^F=bOyX3@{l<|CnFZRjE|Bry_jJ9}G*^>a@0v#yi+J7>#L z{22@fW9rJ&cd&$wEYn{~JE|$01zn)Rv6T!8iEQf{#uNS|Qn6|b`D(<0~9jx>=KC*Lt z(_zIjvT_Hi9{L%4A@?HYR;GKuSx4IRyw*zfQR`vG-t+el?g?#k&ibCt?*!ksuMFpC zeRL#+uS{Q#C3;3FM_prxFKuBZM+}9rD?-Qvr_eHBTqB9P*wv=;&heyS0~plggn{>t z<8@rt_9{BBVw#Ve5^uq4+<(m+E;QPkXSOP zCBX_R3V}n*CAazV8hCj44Tx>F=bQK>2-sF^2o%0Ys?12z#(8gIq@YFMqa^-X@gn^f4U2vkKivA+8m1;&Pxxj{!r8W! z{m<1M<(IM0XfVU_;BP1G)iZ;((*^IPvmyU$Q!N9}{2j1nb}{#opLKkD}Y`p&}=E{vU1m-EfS5V)C`6R;{Ubz@)X zI@vjwMHYkF-N> zdc%A1zFn;<@y*$G&5)A-Y(ciYe&cNjelJ)E$$B&C0?tnBk(t??q;#@Akh5?Q$Kr+~ znB>45OzONS8}5{Cb(2>Z2{Y5igSh8+ePGs!AK ziv@Iy5w)_hx3P?dXvXbz^j)Tt=%jB)wq!%>VtQ!Xd-1|xs{I*HmRWi1hNQe{R|IO7 z%{T_5FOg4iej=J5%)d6S%tGGo<5DmcW*L&4{FF~6T5sNqqFp)!5HXZ&2!6jCx8K$3 zr0m?SQZ$_ECmQ%P!d}lUq^XWbdOA!jJCrGM7-zL1JWk%lH>qd3p6;wPejk_7T4{Pc zZ1rT;fnQ9Xvf;6sN^Q&DcNq$@6JL&dS;xm5e*5S`TSd9mgTY5sU>VX3=gTJz*C))h z>WPGym{SR#yPeXf*{W%3GnRHKj%W}*v(&~q_vDoEr$@xwb zYH$7O$7*fWOPkBU%~Og*ziine4g0x5ZDHF_giOhWt zXIHWYul9#|`x_*xccPI+rYk)$?QTU2QMSR=cg{V(Bh_F!r8q*a%O*hOtq#q7RDNTY z4Nfh+K^Qn`+zqrpHaf3=0_%!_mHc~0yk({*J*(9|3rWVF-Ac!=FaE*9F!JC-k#I+= zoN&XL-Db8yk)vTrs#1r!dC`mQWuKug7*f ze2L{@M#UiErrlo8LpFHdlG*G^+q}|xJfYjJ z_>1w#q;#|5>-&WH5DGsJ#}i%umH3Dmv9=)Dm%ksj4AzD$or<739HwerPPSe1MKD<% zmJ(wY6U5?P*?g1O=MC{pv#Uq7*Rjbu(pd00RMhp_%-?w*&R#7;?n!%B1zopRAnBPL zJqzn}p$s8GWRRD$Po+uGz<2cGF2~iv zdTI1y-eBgKGy{*itM2N4_WK5j1b$r+BuhTvFke&LbL*iB3DhpI`Q=icv;iWUO94Yo zZ(w_Df;#M?!vBh;Hbn<6*_IzyJ=n>Zd&l@pvGQA#^;E1pyS3jpO528#41Dw8kuh!S zh3Bdj;yeYlLtz%G)@T({sXAy9{VR3H70({^@#Y`n0hEI!g4MX_xt`Ik|FX6wS3xWP zn=x8R{@EvfJBHGu+Y_S>TV+TBP26cx-#rLfKl0Nc-GRIpk=N^SYGEeQ9gUJC<2vKi zP@4XpsVdXX!J5=Bxpo6lLc1T0l(f9O_gWg}!5?FILz5Y`v?9)#vWckuU^xk!@X=@m zZ{mxchO7*?8Ec8S^9)kS91RpE^qtf4j$fFfn@k$a(F+Ip#mDftDfRL77DlM=C_dgR zp&&5CY_*VM5rh*LVG-OU1E4;v*9}D*ojG3b6>>ErATie@+3evF~U0@BZ3B6 zJGh8>7?2)j z=z3ghFUccIcYYGg%7ZH=!5HBi7><0C_kr`$tp%wem#NgRK!dnc+jU$MoiN5KTIZx0 zY>rQ;=~P%@7dcjNayr^AXcDm&N>UF+cMzE9axU>2x2yX*YPDCHzQ&Z!B|h#aQtTf8 zggZ?!p7#Bz93lj|*bsT&<+w?eRF7wFKGEdp+iN~l@{r2}5L&L7HdgFi>POA<@jQx@ zjeG^%?^ERp&tfm1_}iGis9K}lOgLB6G>-2RXCbV+mm7apT%MnvJI8Ag6TyQo!^poz zIZ&FLYBeWSgL^xx$JoR2rL1ILR0#*s)zMbe!vJx12y(TgPq28AEP#MuTU2|mT`YHz zxT587zWVdZpQ#V_^B&kd;SgMLRInb`2=PrshYqgNw-LwC(Q5mY5>2n@JtM@lx!|*) zB8l8&9#C7Z=7N0*?rjdi@umrcu<@`0;@GPf$njmuc&b>E{YWcBG^CQ_#AOqa*6EV; z*8n1OMl9O|$BQn_G&n4By5;l=YNI!eTPP-jlL#J#S6sYCk}vVYLU4SfTeV`BU)>{> z<;K)^x;7<;$kl8l1VO5}=f=5x9@PT)c|13FZzLeYkfG*Mm(A%4}5hd zW+gGx0|+wKK6V!l=l^TU_#aK) z_>E?|HC8-PqE+#Rrnuh6J?IY|rW8WZPfyy8br4<+LMPGzz{BqQ`zPjjzZP1W*q&E@ z_Bz^7eTYF0O@|=fYrsDPXLn>3T|)MZWl=FGM4L@S`YFs+ad0xB5~TFQO9a7BA6a}$ z4nrziGvwmF%@%}v-5zjPi?4-6!TV{U3bAC!y*g3f^Y|57cNooW%RH}*JA4Hyli#?Dywt%jUH=2 z^J1rzZP?~l4^EM!0WCkY(aaHRd}*d+GI%5JXXKuMj0`-<9`UfHYpZ`hY>glM3jYpE zt38X=E%l;AN1&08;AF#NBy8-hXvtS+ittG$Lo)K#qJ%*;C9~(a-@L1K$^QGpq40-z zVAKW*;!|yzbly0fvte)R&zpK(w*P} zpxFtnN^?Xu4IA0UZ*RGT4-k6M*;{Cl_gsP^J$n={naA?o@!q0Xyy?mI^p0r8!@C-3 zSoIBOiuJYd)ORsFkUfx7uSt?QjUP+ImHfIq;n>gOHV+$B9TbzJ-PaOIt#b(_4|X#@ zLKj)NJIJk;P(TUPh1h_A0nPZexC{X98D!TLuV} z9AVa>%{LAICNEB@?_c?^#GOIp^U8>*p+VkG!4o$&dzXxH3ve6(Z)%X+XHZH{_7wdV z+Xu&0BexZR#{cmx+>k`K@4XGI)LbFKGxNcQGQAcK)-( zjL7~LPih~)E2#Ys74RuSJty}|46}Rz>dFJiG#<|a1A#p%Jn$37V-XQ3kVACh;C^xH)GRRZL8TJu0gufu$?AZ3 zY$yZR04$%#LPO`nGa{27=wX(zD)8)MW?C)QTU_;7diGAi-2J2Gn))D-{c2CVdtr!b zCZ;IVEM+v+YN%g3*=%ovjja~sC^ z6KqD&)kIyJaAK14Oz&OPO_r#Yv!hXE8q-O_ZO~2Ky!+z3+q5~+1pv&? zbyq@%o!7qgCQvbj`xPpr;NmpZQ#v&7OM7Ix&%0^?Y_h!F%aB#d_PS>noshM%%Cvh1 zh+sRRH18^5hwCz35m*K5FfbhUP)_d?+xudEK1CHgL&Bo~<<}tGc(IRlflbS&s;I6O zlj|4f(*(=4Zz(4`4*s(M$}k9lLwg&@Z2H@x2V_cun|YW03WGwLSdx)jfT5c~k`p9B z@YYiJU%uQjvKUA;FU<7%K<2fPQ{cZ*YId~o{iKH`Y6@6rn`Zy1*sgIkvB1B+)_h3h zl$Y?64>2boeq)dHx=A48UmNN zeSbnU4beMN@hkO0{Q^k6I$7}Ed$XK%b6LpNv|U}i{}dM@A=`jYRAjvDBB=+8!Ym+b z=Gu%i;7lIYpny~a*S&@L6CkEsti&nD&RT7puBAEDQ(XSI>()z`G^Oj%k|6&JOv6Be z%uN%RPe!-UxBG zIy0ifsNU|jtB(ZFp0^KV2=Np71M=v4O*L>^rTa#`5hz!SuwW|M^+mNgTzS?dpH3|{ zSh~N0sGQLvrNE8F=A~|9(?K5#-g?pEl+UGZQWH=+az|JR7$0WUP3ZK)3=G-dUhFmv zc?M-RmAm1lDfAeg(3}ad>-tx2+ZSg*JYo)^6WYhaN3`@GZzIa_ykcAl9yAA{r zX9E&}#UH^|K&Oh)wa!nNGmR2Sq*Xs|P!lyE3A|BUT{3*&WDO(2=eHWpo~yfT<{lI| z6^Lq%dkQ zndtaCK%Ci#SE56rh>OZB^9hQH&q=Irk20qH-gixy)P2f12Q=7pbTQX04Su7~ujX8f z<52PF8fR4ssOT_D_$GmDS^+oXBh)dwf5>UOpcUw)AH4-yLyn}y`a>NK60S&o= zc%CI9?AqGHjWnq08+Sjeg_s|h0q012QqCEgNJz$w(2pSD=_&_q`(`gu@3feU+Rfn) zlOKH~p8C_9W9fRlXfTPBzpFvV2f zULObgsc&sZ`5e2>SyOpeITB0paG zb?-oWH|?-4pM&lsAFS?X)L9@C#F^Kp6qF_5VSbdyk!`1N{0yJ6Mil4KkStC{716*D z;?F#Aq;iMK6X>pNCHx2VjE6w|ux~pbuTY4z8<~|AGHg-(pn6=tA6Zhl#)JDEPrlOoZn%~G2hhp-k^*ksVb6x;ZfaB+3z265<8-;3Szwiv`+C$Zj6J20 zO2CgZ4(AOSW_?P(ti|PNg=cWT&0S3P;SFB0JpZ^kS|~K_8Ar2o(34o|!;8YWua4FE z{4FwrDP4i^SL+=hdZk1dTiLeryA2MpqiXkcv8H))_vrXgWF*UY=k3OFF6+$n5@ zN2}k~=^`>Y{4R3d)ec)wD4s3bB8-dLULsvNslkx+Vh-W=euTN(^;ALBtDNti^LmDR zu$eE`49q&GN;}Yz3x+>?$=9`MX$GVu%p3Vs;w4LU&2RklStq2O!#_TCvGOLy)MB2G zo25975SkLdWOHp4Qs@;a_!*yI@x!AjQx}|}ofx@IyPrx5ghB@xObVDKh~st-ga7bY?&M9zgDQiu`o#doKLJWe^% z8>6m*$;zE&wvD12wE117$J?>t#wk~IsGP57dfR(={uUu^n6^k07{D&2<$~qqa54|X zKHaVODD0*B{fdABx_iLQ*Y|5;)bdx~VXm_sTwOHkFiOp0)^T>PN%SFwAHg|{@zq+3 z$K;=@Tzl{O<)CLQM?y1&nXgqdd`vBK#d8!cFN<79{$ab`1mTTAUAzp^FarP0&*;sY zCfp5i-xAyf~gXM1H{q@vlUc5bL6Qj;|gun z`-OJv4$7jb=84DRANnREhSF>=w8IHQCvsUyTR7Nc$6lLBW{(0uTyT~Lky1)s1nVJL zR`&)x1|`<@gjDZB9yva>gZiyEvC6)6i2qBxJQJJGmd9pclEXRkp1$`EfbQA|el^?@&ulz7?i(%=N`E?I~g93g7p+y^N)d0ync*$c2CKb0&by ze|_PF{DnzFdyCJ@BtW7}btoP(7!L6O#VEEfpq&Z$30!FaA2SXiQ$TiM;#n2A60Zrq zI)e=lPNMzA-p>E9w{XDT>ML;k>vFZ_dvc5kp5C@aIeY}bKc6pwx;WIrCg5FpoiQ3v z%e*2$$Qae)LW0Ok^gWOed?1Gexoi};jQ9Ukb&Ijo$nl D2?})S literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/log_subscription.png b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/log_subscription.png new file mode 100644 index 0000000000000000000000000000000000000000..e84c3327b5c54062d9e4e876b79a0c6d2d0bbb6c GIT binary patch literal 16847 zcmch;by!u=*EPyH9^lZSv@}RcN=m1cAl)4z-QB4)NJ>d6APv$f(jiEPbayx3;`hE^ z-0!*f-^=sBS?sgc+Iz3P=A2`UIrm4Ux6&A>#Ha`e2pBSNB$N>lAR^$G9gg&PWZ!ED ze4yCB(Q-mSKzsW53qeRrCj>plEmbw0H5KIfP3&w~j7;r}%~;%R>_Kk?1Oaz`(6ljg zHllF1v9@*McNe7kPY-_3emu-dMe(05&Q^j{nhHu3;&zT^6kIIqEF4rqs1y_w0*=!m7R}|kClysm4o9Y=<(9Y!`9iz{iUrF z^?yzBKj)D!b24$Xw0E|&v!!^P*T~q;#aWPw>hVPX>*v3&)7jGef1kA!Ca+#u`Y zH>~U|Y^?ulZZK5f@hHEzosGStnUfQkUx-WKKRy2+$Nu+u{;R*zdpl=4unLZrCNj3p zW{zO6v(e+#332@Q=>P8?|My&qj+SQNuKzQd{l7>5pU3{YzX0pwjsG7D@n5U_pQB)z zg-``p|JNfELbX9e%S1pB&X$o7Rdt8#WuV-utK4_Tu;HQND8Iq!8j&y|`Rwx#_de;D z1bzRjB+C1a+rdaP^edkGU#8e585P{MkvVJ}!9B_*C=6PR#?B8LKITJXJ`?|{gfE0H zob=0X1l(S4WS(649&Gpy^Zj!gaty$b5{1Jdl(8Z(ZQAky#!75#s8|~%1@tr3<55kR zg#SmpW>gkfus>Xhp8^&vVvK_gd7*yFSOze^Z%Nx4K+{%4iD(V8Hv5_V?SkJ{yFF9`*Zz)sx3{t1o;d;@a_j{g<@zk^&*xNaj&UkY1yXGZqz`h*EG}kd!c8HN!;7$C%T@tc2aPo9^Dv&F znh!N4XDlbar354r{#{i0H@HFmbX5nf4+}VCu#|cT(uIekJUXunGd;~lZ`9o((z&jV z@6}qy^IM;Mb48dYqj5v)cN};E`6?1hWsTKj>Gyup!VaIaagFFp3Slu?8hU7C!fN7V z1I6NxX1}`~gXr6qoBh`px{A>*y}@MhPa(|BcCB|4C3VZ6hK_ZNLh#aQ2}^M|B2zZ< z;A~iI{29710f_O{ORdUZ&Gx;L)Sk2t>tF12$HaFge(2Q@DnElrDZcG{hmPZaTYg%8 zUw&K8-Ex1uLztB3QMJ1U+449Rw{4NtmF+cyBn2kzE5M+dzL^LW2n4M9>EVvu`LR7u zj)M+w{rFa;J(AC8yYo-`3bDW8fL;sGRdO_JXkK4FHYqF?*-=!;$Rlw~iU}GSt(%w- zPSGZZSBv12$V4?Q=gl1(Mklfw+|-Bh-^(tEAQw2O5n_p~8jcC=d9o}nq_4iV{uZXm z;`nLuGu%+&GKwH_u(AD>S%8Tq{pyn0ikVs|9$2ieQ2PEF>9$tQ7DnA0x^0v$Dg?-N zkzM_-jVxN|>6=Xh_$@NzU&_8r`Dn6yn>s;&e7(Cz;>j}{L%weeZ&j$<(AH#FoBsU` ziGH^f8%5WA=*uUG4M_@0TYg0gZBo7O%JE;iD`2)CK*LK?EZF_@G7Vm?ndh7ZcBMj? zKfHWPq6mrtp;TgqQneY!jrxGC`HB>@3!Z*Qr2)IS0&Lg_N!bg~XT%w_zr4+3j0JxM0wTm<5I%_kSYLU4$@iRrxtJWyLDnU_b z`gD7o$zs}kFwN}#Fibclg0+Qr<7^|in`(#ODC{S+EK*N~UJvW~-JK1|l5kt6^v|4bjSUXHKCt$^>?BXC8Wx((c)ee@ zGBB=TVB>qy_^*B?j#@fxkb8Du{$f;))eLVdl*E=TkH`Dc-f56)G6nJksZKI8Mbhk7 zIF5M`1~*$6xo@4vUd^QLoZ!XWSR4(qhQ3F>$LSyGdDnJCf)rA>xj#*p%Ms>tbq>)= zH|Kj+FW#naE(@MdnXqK7u7N9Y-Y`Bgv3RHS=y9kFEr>98J)gE)WclDXT`YJ7&}J`g z6=q@X*KcIDwG42zfAhIH-%k}fO69abDlThjc>SEi^v&U%({R1_*}*?ycVMGI;0kD` zzzlO|ZvT9Ecz4S?p^ZXPh9Bt(dF`_mUz`bho^EFAHM+Kc4I?9-a~@M@&ykFnk<(!hbxhr5(&}@m)i7@y zW*OwN)_YGw6pqb_A3BGBq{-_~#_vTjd!E!&kOT9HB{^o|>VZafS;(f!qe6E|8%woZ z#?|y3D&Pbxy6;OHwi&@gIv|u|v}9BI(N#nu?Aug-wfA($@Ry(!oF7QOB)tw!YDK3%FrzU0^Jw#yG`lRmm}J53rxDB zzw^p-+Wjc}%l_KH`$%$|Fo$O3?G{R!3H;{n;-8yM%4$%Q_l8v`&D+m`a5mXdC4Jne zwkD4gbQ{m^=T4DEYn-08-O;30)`^qyX|EVUqOyL>sLKqFd==Nz$^5}zSb9V1>0Q>i z&oABpgAWa7H{I+vexb|q9?j^!4q8;#GQ+Ey`B2O!7cUt`F*Q&=YugA+$>aB#u6X(L z*$?GbJb6Ek{;DW)RqG`+DtWA*eDEpJU(}{9ISmm(gP(5x>6{m>IR;PP1^*eH>%5DG z`1sQu^p2c{kCGO%Gtb%gTOaPtN3unK*M_BXO=xzCyr~@=v922AW@%na(iuv3_)Wwj zSUQ~XdUEQV&*G)>eDg~5>p9ME9m?}BM%V+n>WBDuc$J;$#Dz6;H8Y&UMMiU_qBxk! znkv11pU>JI;KvnOc;!ZMqjr7T-*sez`}U}N$gNDRSe->!Rrv1Hd*RD=tmjK2=Gb$~T@izym`XQm<^Pr+H#l#_yF|H4 zj_O+GCn~?A7q%p*Ty6{FUF}D{#hCtvKglSvUHkNx+P^EqST|;kTe@B+Ug54)QG7#o z`Ykfb5eiuOFYiMeJEoHI-5Q&*f+!>EV3~pLqX*}dRn!cAmp*>INKWp&1R`s@Dx(M$ zO{sqleKp6704896g987`=>Lrdw8QB@+r3Yr9v>=}jSBp0F+xr}uy=|~&|YESS4WluwzO#hkOgMxrHSN6Et+9gp|`JFE12o2m&=Fr$9q9cK#Yb9N51?O;;An9Fw zB@TpJKeJC1hO-zF2m-&Rt;6l*k?lwMq&`!bH%Zy1S8tNOnc^Jr20N_$PHhiD?xrke z=>LMZt+^MiwyB91lg}21?07_8B#TM|ErAJk+3>>zj*QGMxmtw!ukhO;N`lj z&&n8Z4kv>BuFAQSSoF5JOK_u;nYEUCu%M@t%TOs@I5uCosH64bP?8pg)Z3QnoaaR0 z2>qf84r#=Ya7^Qsu9FE;R-$gBeysl3n_EE#gnZzm9D2+@{qHYA5PYx$1$w$VbBMtM-J)F6~RCP zS%`Vo;6Ym*SnKVHBwMFzNxbqKW}#bxfs<^k`Oi zz*e;>i=9C`TmZCtBHj=^19qzpY}G2HWE2nB?J;Omvr?HU0bA7uxTplLQdR>lfe!i2 z&Xh+@A>8IH;QWZI0ou^}#3DN#~*DBf?HheI`AuPi!$s$Ce$q z_=1R=wPb^|A3qmnK;Y;l6~0^yT2FTxVz+BL3gz4WmOHTdCs(1>_ig}$HM1e18*4Y; z)tTZo;}W6qg_8VY9dHW11fVL_ za;zZLcD^BX?CtBp)BX9`bTBG<_c6pcEe0U-BGKd8#N- z!EltPl!jGqDOnuIMFQ0{!JYw7Ym>R2I-0jb;ADWaG(|HIAixG{kqOoo04fHEtxAmE zKcNw^w<>F{rRHXCtT5^3SANcJ9Ng%;m7kpEGO0JotX`PLyB7!9@!l*gz%{{h(?_$y!of@3g@mG34gzyf-r*XF!R);Co}k>2vMe$>?C+ z?0M!`WiXs2{4d?_{wf+yDO>cX%6yRVvua7%M+B3XLS{mi@Ld2X%#T-lOKoDdcg?@p zm;;1r@@*&yS6$CVt*V>Mi}yHKWO~8tKyZ=_{^xB9Tl+vNXE!<_Tbo)GKt`If#})M& zFhY`d47p-$gz&>heDcMvrT)tc-@*)6j!Av5AFu!63Y9nLMVJ^at>g>k+q;lJLwsC+uJ>xUWPh006I-crl@4=VCdk#bLiFQU!v31GhB4=!CA* zV8Jg{@uf8762{NiJy8fN0a|lDYl#}JJd4L-g|fq$f_l;)V`>cBp`2dl)|1>lRI7u; z68?jXT8VPNdhl_SNDL#ew~#1Dp2N!vD#ZAql?Y=;BXQX8wPDqay0!1kAm%1HoWOu+ zV1P`E!G0K{0!khQESBVH1`aSrN??pnsovwMfa$COQ=d-Rj0D^TMHJ9+Y|-KrFw_*- z-oS4O3lNLnz=2H%!?nABO;eD78M$BZQv*{K!v=(2VuY~(44nouRa;I1T?{KjD;666^8+ zu=y1}3>v(UIQ#0fG33ir@lc8Il*toM00my&(mk3lH}+4&U1cl@f0@Llz6?Uxdt~d$QoW)kX8XT|idlah;@!Yk zNiBVua2UW+t*TsgHnX+nQ{_e<>D|~vo{9+@|EOaGMn}#s03>a6@iWm) zFEZDIX{zxireKG^fYN0+$M-+dunl~H7;~1LEG8VoJNC(^AtLiQ*@H1P{)&8SpBsc< z_hJ1lvVWHpef$Efn*vUFHR4o}8q-GCkfZNRaDa36E7H2noQTn$pcS^z`qGmjS_X+3 zsD!2{wki!)ejH}jAvW0-Jda#WTzFI^^88)prqE2K(*7f6;snoz|4C^#N&r1I+lRm3 z=q<{&Jyh`O;BSiGy;LIJ5yMh_gO|Hg_DG+A~Te254$2dtw2>+2w~P%wl36%4Csc+$EmIe5i(~i`Q;#O5D7G zX$E^2eSIcNP5OT6Pm_CIGV_dd5mZ`7s4oL-2rdZ`n5MXWVm0>VVJFt0KjaA`k}*If z>)XX;EUz<+PvTw)i@f}#S}V(tgWVI;reWY?X4`zG?$rPCXUflizONsmUg~<>olOn` z7+~?pc$|LWNIz@(awg0n{{5;BkQUB__uD2~{t7Sk@k-ypMFco4hF+EQsmnZa;Zz>G z%&nOktBBs!<0mERLfYQ$@^(seZ*T%tf_(VjbmY1V=({f=Ry~p+;I#^*`*=T~j8zTs z_j`kLuFqJN4Tjh69)2&(YjY=~rKyiKn5<#RTKrsnKjEP_FT)GfkreoRO4)a(0q~BxZlt(cvIeq>Evk1@b;45 z@#~}u;En}=*S+n&zBnLnk-QlU^v`hMt86z;Pvn^$At?b%)*i*PKv@0{T;d{NP`wSq zSv`rrlMQ@{B8fO(lrxzklD>95{keWOocJ4Xdz=!$Dci|`Ht`>tUOQzRvDmOv%ES<5 zaJQ`?`me<&2*gGDa#o%4>+NFXBmr63&VSZk&x0^Y`C+x~^I3gYS;fo~<5W|Q{V#)% z$=oSwd=A@@`Bt1bG>9K=H-w+est`>{T`zVK7@)gO8HKg^Qpm~%ZT$1t$oM|k-~&S@ zbykwG6u92ZZ3jY9&;4>KEU0Eue|C+|fU3SPP#(nfoyA_dEcD%Oc1^c=mnSzy zy~z@91#Sn2g&(}9`Pau59|kyw(RV#tmQ=KE>id@M7`e%7QFn7`mW96Nfpe}WQSXf?iy;g8_IE2Z`8X@<#qt}>(+`>TD( z!w)+K4`~e`_PV`HmH2o&@AeO|_JWm=&(Ty120wb%!Is$mu)E5L#!5eY0TJ`QT1&n& zn(!-q)xjg$CVc%TCXlt|lFFOkMp%QGS}GD=qL$SVg9WYZC2-6)vU(Qq!zeFjN?XeC z$Mj!^^|z(3I1Vhg>WD2hh1-(Ia(9T}ze-VWfw+(Y5XGPE{#J1i$}rTHl>_f`8W}N5 zA&LS=5)AKDF7&;Ry3EJbG!#e`0f^eITZ#U@V(e<$dgtmk+j!7ob$|Y|HFYD?YbcWR zb#2Nw%ZuCNs!KnjsJ8W0n&41gp>qAvAZyz^HTc*aD}suv)* zw9NWVQ<}w{ag&J}`daGTEcL6nlLga_ZgwCTeTg6Se?{)K%WhJ<#1a)x^{}z7Rb`&~ zDAtN>KO)BZ#XvN9pu$GgphmpK#4UUtI|1OG-CLn6(@CT-EZy(z+?IsLu+$`CdjWlu zD6RnjKKF0e`Q7$)ISQU2V><7B<0bb47_RhX`QI3w?^hFdQKA&C&26tftq>h_J_=2f z3*?h04`73GezB=dO%?WQ+41&|>_@2`?A2l_E~)&)(1j83``RR$?{~WMsLXG59t?71 z9W&>f{M8`#0?qPT)C2sX0+Ww#3zR#64#*nR71qf@9_%zMIEjJCM2q29_M0j$Nd*(;))QH!_ zIT~4xth|3sA?y2UBF<*V@rc3|X;3B8xbxzlpB;sQCv(NbW}+`ZMd;1n^I=lh-uG7< z-|0zg>%LayDARqKs>pa3x(+Ab6wI$x`mnenmGB$DHvJE(ZmoO%?6oVu;^@XT&nx2P zP$FltXKsPQmik?#kYA1i6GkuGrkr=1<;6JzJ0a7~w{O-{|6a9U(YNe52!LgCoBG#4 z1)ll8XVH$iHVG)qTZmv2pq13%PEiWm3Nyt$r?bYd8q)4SshxM7ZELxO2xis(pet8v zE4jJ-sB3v?)pZ`ZCfiy26E@L@Qi7N^v#Ug#<@{)$n=rnObf-YOmaE_SMtU!yvq&j; zlfYMow*D5zxL7-d>Le4;k&KG8ELzRd@eL3;u00{mmY!{>fGvs~*nDqZ7TDcyJix34 zs#W^%pg<}Uxw8Z**f;?{Mv*5NF-p|59qD?&J|~-UHNW81slh5SBhQ|_5-at#Kga@} z(f@7Zz)-2~)~Z~P*A_PaYOJ`Uq}=OdRt$j`C0>dB5gD58MhW=r&atdfBQF(dz6`Q? ze9{OuUQdevp4#*;Qh;mX2iOes3+2cTn(sUK zc-!aNHhP$DAS1?ngA3DZl)1p|z0yQ0p*H3DnvzzNX|rgPU-4c6L`9}A%l?|T#@b%u zKNYUDYfV~jM<#y-ylx}4L^M&FgkgzsU4>w@Kf|zCHX&?tpy+2Kko`nF+kwt)wow}L z6Mq-HzbtkGGJe$c4`{yWWeZzlB-T9hW^ z65xc#lKocx9mdUc$f)5&JrcREJxE`XQ`}a|KBeV$C6XfK(?9}?*=TXY{jCsW@|tCA zk*>A_m8q_Mjl{0Wp~ci$AN~pv`p$XM__MqmM7WJcEl92w;RN!=E6c@CCXW2V0h4Wy z_Z`nFxy)zIfc~WDA_ERMzUzm60Tk2~3yXrUO`144FTgvoKViY-W)y|r4nUVmAXTJY= zSYm$7Sj4>5floHx{e&k)ch7%Iar7NwK#@ye@YC@Y0GH3CDU!(z@0@VT=sqE=(6X+n z18T+yG|dvK6j@pLFVcX#LF8}xi&U@F_tds1P-5OMzl-8-`_RKpn(?0eBSJ*1BG+dz z%e*Hq1=0v&PU9tS-l#3U@0YHB3UGbsqYeWvjmL*Nh>Q68`ptR5LX9P%{+K^N+QA9dw%9)2Y)lYr1iE)Fta})q`}y)4b_+ zjjKwWx}{K(x%jk;Ij5K}eDpWbrkO?`_+H>F8GQAGzh|~TD_51pqcEJ5a^Ngrlk5G= zpc1(rDUbYg*~F7CWSa_mi_zXCqUdkVCxnx=yUT82SEmhjv&J4)9c5p!rCla|6%;^i zWJgryKH+2+H3DZ_-!=CD`VkkzYXDw}4`}E(Z!V)fmy#+mEw#U-6L3o;jY>Z&&}K;* zBR}+7(l7+V%ehDKArnX%`PvAOBw13B&CyZa$xqhjDE?8a9nk240#ijSjUxMos!O7q z_<;As9oHLk9c`UI1=ZO-rEj;d9F*DNy$G3DbMmuNGHIBC=^2XZ3PQ;&k6*d96-~zCc?dc17w#zGC_sl%8858v{vQ5b1jL(@C@bmq31H=>+klSq>V z3W=09*c4wuM#FaItl*_}Fe=izHB$-2m;5wiAPYWK$fpHly967kB_+Scrv{WUOjN@0 zq49E8$AI$2=q(#RLR2n`3>Wp~KGHL&9Lt&-t|+`T-Eyu(j@> zk_vpAk@tQqrTBp7&JPQ~hwL(elBN1rn#|+Z>CWWvBe7ZE%#Gm&TAYz422jn z!8up~C?xP@92!#;wmDz$vKy-~k#+*iBo*K$0T+eWS2*8lbYtg1=1QUPZN^-z#BXD! zXCiHk^Sh7-Q zV7!MBSTmZAMPzkQS~H<-oBP4^rO+6NQ71s@owsh-D)>)sc>-4+&ujVD#}~V+O?$Po z4OUF0bvgBbeSoGO3WvXBj06OX1?Gtp?ZpN%SC6?(UcHzeOt z_6gyOCIpDZd>Rd4)HvVBF^6V`5VF2INYQkWiOu~Sj?+J-Xas7I3jF6-0`ihoS zSMcneW?OpODl)K;=A}zOh1m`K?rMnm9P=6rvXXEPFV%He1g5pGZIwUqIjs}UzA}15 z)k#$E`80Z)#9=82^>)Ce7694H90(<))v;+d7n}es7I>^g@eF|Lv21WV*f%G=AIrLz zs0wc!R`(bLBK8M-R{h9JCLU2!VnbV3FHE`{Ne3f+S-GYLf0XKAK6}=5VO7@?dTx4E>uFX6 ziMJr+JJ|R~a&>jwv}5@$zIbJZ9}n{O#3gt$Xq`rYRFqy@d41_DtTCX1jwkg8BBG&J zZjBcwTLQfFv0i3kkE+eIS1125;SlUUgCK7B>SSN|{s_yYxa#-y(f4ld(7+aOru1Fo zl(RP$S};P(BUL)5$3*!wu!2Dl7`Ama>`mT<6F^@{UM{S-uL;c5kFOg4Nm7)o?-Vox z3ZboKAIM~r%=W%}=lN-l7xs$U*{1x_`{|NoZi7c}Q#)-=vQc%>fyNqsOUx42$B|9+ zm8p}}z#7L;$kf<7^NbIu(yuM9YXcm_Fg*d1 z_%zbBr4qr=Qufq_Uikai|BL!Ok{0%Xw^Ka@R9#nS>0za-P%hB*t2FGyv4=B`NQo~pe;`O`t z{&{PbfL~wQrG0MseaGaC4LgO~Mw|G`!FFpje?2FH#ZgYxu_V?SrkRqt;0Gm_*8Qq^ zqw$p=&TLn#ms^yex}suaZLJG!_5^xgG4N-Kqm}3oUm!r(nm7hYh0-XrlbOvM4X$lu z`7Pj(E6}{l+@-SRe;T2`D8F{vecu{K^KQS&@3Hb{2$MYPoUG;08kyX?oMa6`Bt;vH z_xhi&>M`+OMgEJAa~ z@jDrDN+`TO@5v7q zeDt=K*Vf6V-F|;v`>X=OnHMq1llG7Vh(zs8A{7 zJw@AlSka#T_vQ|sG}s@!zz4(Q;n16Kkg+$s<_;hBlenULC2L1z3GqA@cbI+vaXbU} z$!87wb3Ec8guYMmv6AjlMr8w0z2lXIo=h<@bo{@*5eGV35J^Q%op=TfQJ{sMJ4DA= z?{}i0UeZg?f9|M0!PabYuSmcl<@4@+_n~FA2P5BB6_g@Dc4DyT8lEP* zR!JGD4{vyCUA}mFAE%Wolpa@&@Xk==2&CzcIv6C7A*+x-U+b{5HB9eGNH6U@=i8y5 z_g`sK^=HN~kKmmCe&G3Z+oQHp<3hy!T~N_K6ZX#dVeQR)UPdUDzd%z6;xq*lw9-oT z&~xR%XYAt#tf=@m=T32m2b`6n7EL9@`8;tnBK}4vYKCP!)Arl)x!8xFA|t1osCXEK zmo{=<8=)zY53}({%}e8FB6N}uNv$!)!#3LwS(AUhy7jo@A%o0J2=oFmRV4Jb{HyTl zy9|n`NrJ2=Wjyz}AJd76sO0>Om|}ex9H_@>Zl-%WHB532X)pLrJv;p_pKO=yv{t~g zIrUkLw73{G;%G&%;0ExAoGYhmI{_#?JL>L_AHO%~1(EO9j@3V0tC4b{LKe&(+9jl- zFyp92>~L?A`yZa9i8*7#{knP+lXadsZk{a5u%WVQKePWRM#f>bY&QO_NirINGXR02 z){~z7sY2y0&FrI~GEnl_WuWe#Y_P87Z6$}E1Pv=z*@*tz#LqS1-S{qYng$&=l9DVd zFZhF-7TC-uO;n_mztcOd56CD4rtxcayv;w7b61u585lJgcjzngQT1s34XzcZ2gCS*McZM|J%T?cBDYhmhqz3NWQ=w<5F_pXZM zcP~d-codGG4QaTy&b^BG$Yb&wz4MxMa}X%|OD|pu?vzxaujtF6fXpt(!`;7!y`0C| zESrXE*neIPP*6C!B=L?q5Wn0`PkiBeQC}vvU-(R%8 zj_~)eka_%)N5{G%B$dypKrX?I_2dSo)sAB(V_I}Nbg zD#U@b@V~WL+M=um>b6LsO$?(}qMut{pY2$HO3Ti_VJ<)dGvCN?bKS}W(Sv1B_o$+B zgrH!I|Msvmqs5U^jwL$=z!y&WrZ1`*lsMTc8Mnf(_o@>-fUrOK`k=`~GcP>V!|%K* zEA=rKDcK=*+r{c@^vG0$)+PV~4ic-h$6#s{jiskli)Thy+)9$uVvn?yaaUoPTt1aa4EsnWHZ6CY@U*N zIl~#w@B@H39cX$Z|A7oh@|UOaW;i2Hger5TV_f-z_RFa#IQKygfZ*+KkgjVq$}lvb z28j%-xxD(#7vx%}%o^UOiB=#z74LP9NT9oT96a9lhAjNq@d>$y8@s45RU3ZrU~)#t zd(DPQuZw+ikZ2mBMc%P$4@5Kvq|fCOB45s8$b{7z+8~8Jv(&TnuOfM`9hN1WfF|7F z8qOTr&rLYYp&aWdv`&ZD8tpUsHvoAiM-GdIasct&CS8Z_8^5YOj7xS zg=UQLRmlkadM^)_h*A@ooERB&aOrvXK+ojwGWwxE!}u+!{M}0mxbj8k~-t}M2!x5ez zC{EE8i&d2i@Uq0p!+2jat}b_jYVmu6NKyE%S`N3;Oq4d{Jt%xWuii7Rr{ob*2c;iQ z4V~SXVtEa+;|Yv=Wqx;7K|(kjYnjEtykAWuM<>GdM{k$J%^%ZM^8x@>>~l&v{)gXmN~}W-ay(hFtWA z9+t*kK*w3-_TI2?dV@4#fiAj(c=xOBOR}Q8B1>xvS@7LXFLZrw++;_Vtf|&l0yE~v?hN< z9XB!ddQ*?C=*Qj;+^Ked=VxLTr*KqR&J~G;7)a0XzK0k5*aNiPr8wW?#77HfyRn-i zsd~$>;>sU4zIC8R@HQ{zzD4)pGx9PG%bwroFRZT~>X%O{%fpqa3$X()uh^8#kdbHJ z^m6`EtP;sR4n2E1LCTNav=2&FDAdmSX~VR$I%z{+mQV{MFf#513K_ms#(YznFJjTB zZS`X>gTXWCN|MEJCTU0sJr*K%+h7Q0 zF+K0Mo1?zlvD(sX{ly$-1Rg|wzRmnjhtyE>->3v6gp^{^y+C!)w*HKNKmss3Nn*#M z*9-+-P6z@i5pTT+h49Ji?;?g_zU*$U;>RB{)St`-5on^ZluHmyeU)G#Px6QE1aF`JP)25LIutX! zy9fkjWQ^r%>yH)VnCpXI2&R_awgX17zF+lZ@yU(_q2|wEf8L1LstP|po&MLKzXWju&yFnWp@0H%rXKSq^1GkoB%KYq?N*zz;syCihny&mi5BVi|joV}*5-`*|Ds zC_H&xAjq0jQ|G@xfp&^CO+jrMvOv)&1*?H*f3JR4zWAP}ohXf!pIZDI(u&S+Ytm}0 z<1ULg%3mwmH6a7o;<_b0WP+Y~O_!58c7hf!IXKZvxp~VuOc^!4P>(Z&@+_T%(gt9q zh@D~^LSbq0<+nuLg9C!WQd<~Y=$Sr17pq5k^{qzfsf?o%ULE4r%B8%^Uthiq+}s}b z^V}(UhH6j;mO>7s;31~0yl=*f^TSH?<{txief;Sy(YyJQ5wye{VenXg0}30dE9jH$ zEd--uM5wPRFKzN@?Ppe-j50E4B%(PXZEnEjH+I+b7tdzmNxt%Yjx6GR%6Qpk%{5@u zgDmtNm=#)l_gJQpY%Sx?ezkdn)$kHIQ)C>rbNHbd?K5JM$STIX?h&4U>&U5zxaIdL zZqdCu(<#Ey9+m!NeB$dQJ z^f)oHD-T2mji9WIAI%=TXW?A+nlmOZ>krskD}S8gt8&d>WkD}9qi8js+Hze0o~79`k@%h7mQl-*RI+R%4~Hfz_vJ zckWT~oUy@`w z=aXQW10!BTJ+_a~TxED&&Z1m6r&X4aPsh&>t)g&upQV-XuAx=J5)7N}g$67N1-iOl zY|rCAve_GU7e4hdF5;R9JhD=(ip9AI{=)z14*~OQX5rJAA|A>~zM+-kp7@ejj_c3A zvKj3m-&F(`cXa95s*pRU2={|k7;bpma&}{%a@v@dqU?-`Z#mlBdtQ<&oAFaCX6kk( zBKe5{F02&UVpy?)K4>qK{*~ywN9elaP}Vf9{=Ax1k45i$aNSI`54X*o`%)JRNPa%IjU z!lbvKYGw0QxH*%~CcX|_aQ6W>bQAwMhgImU+{30~d|@Xp1b+m(L|Dq>(v@)LNEQV> zn4Igw=VIcjWjr-fbC08d59|pHrbsi-D0#>U8M|rV=w4{ZC9MEUhALXN2EbK|SWAxj z;UvF5jzzoweJ7o-psG~T@(c}f9f`O#iy9F%DSz=10qspfjV`4Kbm2DDsuVwbo8_x! z{Y3EDk!DV8bW{>F!f=%w~~BzTA8>(-wW1p9dBi`k>nU_w`WOSrs;EZ@$)ps zOJh`;#**0{@-o0MTJT)+_+G!0 zRVe;@Lunj^I3)E_#h`rZn|@Nmf=y{nVO5s;6%oGO!CZZnj$PyNU+uS$=8rR)hAx56 zVo6kp|5OAZN@Zgds2)?3?PHA72#@}fTnf}3um?OEl=lS>|<4NX>RdJpWO zue(sUYA5B#SF0h~LIfu++7M|!EP*;F`iRI}^=R{cMb$IfrxyG(Df0qbk8Y0Ge|kY# z(H>3a@2VqT(t8Dt9EmaP@S>JHvr)2Nv{|WFrRNp!@|kc(K>$IFgFx*lcaE~uV_7*j z$p3wyE;@aD9RvefK_N23H1#Ye%s*M-vh`2>sfVSr(CKXlTtf719CaHT{i&*h{NY0g z<@mTK5qzsGEJOo)+iDP&ija-n92dYnIbV1?A;ublR8TA}uj!$5Z(BEpGI_WY; z2m|jerj&E=yx^Huq*c_n%bAME%2+W?7sc0i%gN@6J9`4lW4rQzu0FnWAwovaDZ9J& z_fq$+v0(9J^@Mi*W1#7M2C``!LzYy_7!U{+p@a`zZ3j^@QmKyV9+!mLzgM#d>VKau z@G@~Ggo?RfAFj6RI!3-XbVQP>W?R7+or>yH^!~W$SN8AOSc}mMY`z|eYU(m$Uk<~n*!gtN|GvS^*3f?lJi^WS6cwN~!A9{$o^^lNwif3MFin+r|u#Z`x zB`v=MAc1z87O{}ZL&u{7H|nz&@v!hW2(&66J6FS?PhQAkP;$tKejig)GdLYg$SEtx zE}`ep6!*36ftalmlT()UM6n3+ub{-OgBz>$ryL=ch#OxT2|)!bPuksR^F($*aNak3S<719u1=~+@iMOE!BFCF&LEer{roFh* zzS!BV>blzv#e}d9&!ByOJ`&H)-z}5hrFP^^QLxQI4yOqR6Y^8EaZG4ZZC;=V zE2j-#$mYyMpp@OWG!3VLK+yyI5KeEN=l=2!hu&;Qe4Y|jO(6eFM0++xjr9hb&wcIu z;xEk;+844yl&>C)JseN2E=bKcBPX+P$-mAreOstiM8@E1*!ZpXwyfa5odS+UK zcXMC2{9Y7JAI<1v$0|g)*C%gc79ctvULQXB*MnWpaMWq&j<`miPkVVT;uqzlY^d~2 z&tC+78}^aSJCce=JGB$;ezz#>ByMnfX8(Log8*{cz7sK-c-Y#iKVO)Xq@9Nno0DA< z!tJMM*)=hrPvJj`E70zdzdmJ`pQlmg#d(G_N_~0a`!D0Kq8iR&1MWl&{kFm?%7`3d zK1SHU$|2X@BqpS6N`SJ-ppi~J)3Kn`luY9umaha4kQeL~V0rd)V$xXLzXnNc3%o-f zD*z+j2}u!XQZokrg(?{M7qJc{^~cg_R^VT*mwyz3S9q~0K@~g>ZfGSHU_m}0^*cde zC#V2e5FEU!5*f?(84nEJe#}#}xbIkk@^}e2sDlp<{#pXwPggPkgU`Bj6hW;8g&3%{ upr%1LlLUjWAL}<*7d+EIfd`J*;seATNpnxbST-JO}8U6?17iaK z0)YTz@B=U>Ickj0pGR0&nj08j)CVg7fa9IZjT?R}hXBAoAo!-G;kiRsuG$~s7zS7X zF@OsY2e@2ZgKnI)u($|-&o1un?|(m=g8)bg0Q%(r_xk_F{vUsFxw!|q0sv$WSdMfH za`gw{Z~$QQbG>mh7y#IRf#s*ef^UE@#{m!)ya_T0!b-ca=U?!JUHJN6@RdI})|Tf% zoLyddUAE^}O?T<+;(T=t zIuGg+I0C|BUhc-bV+`^G1>D>(=!5V{5SH``G5QyMs7X+$)o%G8I+0%IFM%*f2YS=T z#l!-H#X+Um(xWH|~ChyM2N5p{+N9E&jy=^ml;YrQNJgxN&hTrTYDRsn={0b7U*;0_>x>)_iJ2mt87A;1za1kQoKH-MX9jR)Wj_<<$v zV68h?;tk;ee8IB+9nazq&R=c*!SMXk`uA>Yu$TWG=dT{-{)K~N6=79kJq3QXSTC~b zu%2c;0~}(7v+A+xvR(j7&#-F!&4I;#@OcRE1m-|a|DqEJgn&Ko@?i^{dn_Ju{O>l0 z?%YIpyLMy9AUFR=iTtM?r1Q7LAkWDE)Bq3!YT)0}$^WOG+EDePf7cuuV6AcN<8DI% z=KnYSvi)NF%{BnOhuKE{Y0pMr8v#GVz*%qv{Qhv{4|3)GXC#9D#*_aq89sxU!GH_+ zo&fQXAg}-C^uI>bBjB<4KQ+6WaF4yTc?r04@}E+rAtjR1fYNKFT&0Eo>f;}Z|D`2p z3bYd10Ih}AK|6s%&`;3MP#m-sS_;MfP4j;r`@g9CJ@$X(-7VXdc6Sv1-QR!e+8yxY zJ;y7-E5&<(7sh*x_u}7Jhj>MJm3fVLWxyJVzsJq*pZfoj#T&Q^>gwNG{oniAT>;*J z4akW%5C-Dj1hu-W;Q$~4r23!h+|Cp;eW3@b{Vkl4EWanoBO|3&fggSC4u{YV1Zisn~waSS+_e^cUy;oeEWfXy9c|6 zgT4a*&LeL`-1PSJ3O=Nwq@;1^Ea=MI4;crzDx5sz;^%khPgT&No9;pGH$&as6o6en zxZ4f@)-3<{H;8ceKV`vY0HCu3+N_>`%Ire`peP6cL{$GNI}X}Jp)3HXQFjfw8TuDJ z(D8NwK#<2Nl|O$&xX*#MX^hES1ML;Z69AwmGnv#kOeQ@Cq(1@xpZu5;K#YF4w+8^2 zneAGAU=P3s*$*0O&>8IV1`!9?{=fiW0+IL|wuBu27Y+*m#Cij)|H9d|`MVDo6a10v zuV0pImVaZg#AHMN4MWm)QJDnbJixO1K>oa0SfEgLRw(#zu(7eS@8Q_9XZO38lZR{X zUT)4kd${zc7vUNJrEWsD;qlp$P*WcP`M9afk2@wtWc0&P!W(QupVIL zXWM^R`7FD@WfzVkfr2WxlV9(VI#>2t$nppI=&9>B@9gCi77-N_KPD}6{DiEkn!3j6 zGn(fw=o=Us8Jk#H+t}KHL+$G3?&0a>?GqFn5*ijB5qbCC{RgoR8 zk`JYf^j|;?XspD0z$3@9OaQ;T{p#sa}h6j6(2Pt?L zGqTr6diybrK3Cd07bCWPPNGKoe_+Nm{9NOKz(r-d$1H|Aw+3`Ol2gV?NZlbcFP2|W z&a<=@d)5Q1qp}rOwrjq*;EQF(4&3m9S|7MjQ!L>^P1Dg0NPV^Er>?W_xu5(JBpr!L zz^NK=lyarCgh62>&yc_ys3HCm%?~Bt%xRo4noe3!Q^!&(C+Un%H5J|ErLG`*58?+y z#`c1fyRCoA!^D5vd!tq5Fl~T#nwQXKcw!ZDQydjk5F4c4S&$oZ)vjQ7aowBmu@**>&xS5S~gJZINlt>Sp!$xvX9XbnB-d| zO&wI@i$fh6B=XZv+(h4f#IqY625z;73w;P{!{JWzQD8+jcWZy`nK@YrCCB zpI`SEVF+~J!R;$igWqPT^lMA)b@#4^M|MZ#j`Cou>i5GQuM#!=rNRKa56vsS;}{Z0 z@R$Up?=_yrM)@3yN-!6mBVmpDrx^#o6Re+@k7VvY?zq=34?qzn_~N$gp;x^c4^wUP zCn^yNy+&zKgBiG{BTV4cV&5xO_m4o$30n6fyFxU!8qQ!auN|C0EUp zrn1sU39~hW+N2Yj!^&w->R)(Q??-pIFoBD1{)Mtk0IN7=HwIb%j7WW-C(+qu|3vz# znA24^p32n5)yfNo^bI|JtF&U%7zZshXMmB88E{H$=I$rKoaKOgx0JycasAUJeeq$V zx-Z{JY4<<_S7+|zhUQOA3rh9_nT8FlO8JZMQB`toSoR*yX*50`azFp}Y9Cp{k8z-f z)pzhE6F|#as1QT5^n`Gju*ghbjrZ9t>9j7QyzyN<{%vH|Q~$hAEN}6RZy&QrJe!P> z8eVl>wyFxkxnKG1U4VTDsTtk3@wOn~;Cw6mCp=Y}xI}LUJc!t;m*voSr@}e&PmHY& zJ#KvCQ`xBnD+~5$#~!FU-&qsEKC*Yt4Rl7#K5n(+h|R!Dt@gRC@C0}wV6ZE*s46W8 zORc~)W0}A?hB)A2MpT5$Yr)_+lgN??ofA}aL|u$nQfO!{)En<}aUWyd6=woqcyLR7 z9~O>~^8L5+J~0957;$#*&?$OG_GXnwsa99q+*27%7`i zpYmN9JNb}q)kRbVgtifao_ssC)!h=TOmS$jJCGl%#&&*e((5&hvS#y~#y=Sw>V0zk zmcIO;lNtI=1~8pPH_&NOUF$YkJW7_XdiJ9tBkjSY!nlk3vy14dH>D0J_!HCTt_>?5 znZ5$*N5fTzo|e*Bzhd7(yJIEjT_>1;b>O%4($|Z+qO_w)LX3V&;)>*q)3Eyoa`C zT1PU}>@855^i-oG{tlb*2J@|F*44YKcj^GjSM+p56<1iQ}qKS zXY+Aou&vbh-u0^%B*x|t;#q~n1ah%ZGk=&NPYeFw(Hi|@++WiVO~jVz!45ZZNZ}eB zoD-68_SF5&HC6$Uc0L?zN@godD)iBjYM&J}~VYTkKL zywwC3_#P)MY073gAh~@%3lsTEt@}QXU;C7l%)@&A$(N#~U7207R~`@x!Ps-|r{+b( zviMx^?L=GTq^@yMrjG8aytLBbN5#&OhlIhZiqq4Kp-frBB{Lvc_*Vjj52*%Um)*D* zdP>8r%h`rAi^LT)wAH}`UfUJPvSm&?RX|4PR9sD}<=3K@r%Uz73&=h_Dk0Bj?d8c< z)dY`)=XU;Kc<7W#Q#GwBssi!@e_(7x(E~|;_L`T7tVwiOsvczmF@5rGu0iS%{zNrR zaQ>R6KPP!)^K#j5*PDegKo9d<&iQchumi%|{*j2q*&xAm!=wv#yc+0z$kakYNY=LK zQlr~;I(l8G6xJ`I9_GjdL>OIq2Z>GHk9J~j*Gn-0&W=fil%N&Q@xZaRN$9vkzUiaFtXG?Ie zz&oREzplLlVvjRLYy-yW^Y)CIgv6ZXOgL^}WQp)GoC*AVq9|*jBbj$RXe&@}A0+;U zm?}L>9j}-E_?HE%3HsLEuG1bb?{1Zu%XL$&A(A|zOrWvAQAkZ%7ZC|y0)F>C4~xRT z;G^*8`{QphfpWcl@4n^P_^rRE)$^rfqArcv(PdING|i|0x?=mSpKm|Q!c6ACT0oMlK~KCtdDh=~ z3!Q!wBeCWE3Du8H(sjm>EJUWWSqWS3+Pci~I&(@ufi|Cu77# zYKfPIvCEd@k(M!CFna(A8>M?s(Os=$P-B&n#7IEzlpaiBv{C_-C}{zM$ZU@$paSze#u+jPV#E&ND2iV>3!#Pdq58x(RHM> zdrQ_C*PP*qs>$BdRMjbe{E-@*+lz2_bu)XYbtz)qs8dK(A7VrT?eVs+=e4Pu%?pAZ;F_Gyb*P?*QoZXmz};m<&Z<%WEsI4L+95 zH~Xz}S;+V$zP*JBID&zffb}u#V2MV0<){UX2{fHUn*@qJUV^D{X68Ia^RDR${z{s3 zLugs{|N6|4c?X`VziHz^|5g1F-EfmQW$%8aI$!k-|4dK@@RiE;F{SRzC37n|*n(ak zNeLeOTt-v@-C8lMXX{L*sNTM5aAqdvcqW$~abAknbw-tHu%EBIc{`);I9G6sQSy@_ zUDvzx<50OpVUHu)58CJ<$dy7F^NOpN`qQHW)VmKcf#Cx3y#rCx-6rKnjz2~{U(eFw&~5}RUf_JwW{9~jF+Q_FLesI1Qnr7s2Q z9Sn_IN!z?bp0Fk}fiGsRm)y5S79)$NtACetIB!oN32B>^Wd9=JGRm`A$EpX1MNPjI zml|*Y(K|{^fU<$=^WW?HyY*#$xhqdj<;LgOob38Xq+~9qE$#TQP7hm8jcuJf3UV7X< zCv5EqdfcXGPFUD(D5dR|ukS6fgeCJm$&u6^j?riKh()ax_8GaXJ*b-lC_dDpxR&`o zf`|NAy6ig+8uw7aH>!*ezUv+y(_9Lp2(;~l-c0m-cN|Tf(=gl_njT>ST&TV8eE7w* zH9P~B4{>jDZx#;?s>pfp-4k(!4e-pyFr>nXO(OAx9Jg8lFk1Wcpp6N%{f4fyGlB82 zFUy?2`FX6G!X{NQJjXulf0MQKq+GQ@ozZ6$r{K4AI3%4347UDY0z%=KyNzlL0u$i9 zR_U)e>2Z4nZtP|$Uw`&l8gk1x*_2o3XlZT*hVXXr_sZuL>gJ6`%q8!=S@z_24wQZ1 zWPZx}kqHokA$R>meXOdtGMRvTe(R#bk~&@2e#@LQJZ;mI^8FL)3?=LBZ_V}Gti@sz zM0vXe_3eq!6pHd&O7%EjBJK2$hHa>CsdxGa!u;3^1>({Tv#k$V@ZIh3tI;;pfhoK0d)TiGDZK;JtLV3ZTc}FH z6*+&NMT5cMtFEaZ+DCZ;#)MS3Lsl1rJDEW4eFA-%&K{%NKna@kM!8at(lq;*FDw*! z{TK_sMC-aUOI5d4r>?982yX>`Av7XKhV-Ulw+ru4?D7%bSzKzrOVTffF;4Yw$T^~K z8ZD-T%?gy#*a~|%Q$S1fkf2&aCCZx^w~e+)_s!|?^VUzl4@~m0r6#QB%QBXEz`%3t zX{H8mpk=jBvfV7T0wVmG-mbhQ>mS>1`B)=rIc+fJP+N7!CD85~37%NK1P$tep1ZFz z2Rh84_?spB!T1=G&3?O8@&!k+=q9oqw7}WyU~tLuGU+KPXDmkS_HVSNW+O2ptE>?@ zk(bTRAMez-A$8)wOq$DvAVd_A@j`I1JMXlVtNd1hjcuEZDun-H*n1YRi-{lu!4*Az z(YD@PsOrN20DjO(iQ8*tLt=c)@<%B^`bx14vcDBmo)n}>t3BOntBm1dI=1+A;P@s)g26yNg<|~^VHb`fm>b> zV%wHu4@Vab9T`(=Mr>KWBqg=91=?k9VaG~VUi-H;+C73$VhEs-Pql8UmGGXLGf;}& z0F)H^2|Ilse9Ul>FUteBccbB@+|TglOU<4$)B)N2F)H>ri;&|BPP0O6eiviIJQ3Hj z+N-TUZR-loC~!;i{rkXSi?#+h$4tKK3}~qDoTYaD5ZS5zuDhKtdF55bPjI)ZF**VU z7@9y(@I}vMkH=3m_Nnl|l%;eMj~_T?!Fr)=#N6ZECu(e!{)t0NBf3sAuh0WAI)s(&k7V}0m7psj=^I1 z&X4v-J!~C;&xw+i9;X<|u#RtPwm&D1ihb)YHW%$&DH}~}E(U@x89knwF4j@fNP+i< zAbdJQIs_K%>#ng6S~^e|B*1^}6FR^_7?EmUXUxlAGi_U&Y3n}d|8TCZE-q}}Fc^Q$ z#3=q;%R3}C(Y;nusK*wdpleC218sd_N*TB6*XZ0e#zsg6`%GOelnR>ibJ@IgpHBJO z#;paZB*Di@4OVln>h2h6f~Mb5I$1QO#rE_z8ii8}EgMlMUo`|Hv6lNyZ|}NGD0ck9 zWMKVya#Hl%J+>QrNRG$qri?0V=YAE3+FQ#0PIy7`KG4IVHHp0cihbqdh+*&-T|5#VKO!c7 z47nWlIA9Op$i8MbmQT4)Ra$^HoeJ-pFeuAMT_)Q!sSd8qS)Cl(lm2yE}daeR&^ zYI>1pT94kP?ESW#l1w`iqqHIF%!N^K4_er@^5;v);^hl&vX zEx8L%;C1sItMzU-OR%ZWVswkhzdpj7NBKHaLJ6w+OdyO}`N3*tyODIAa!r|XD;I@Z zU8-z!g@r9!u&EKI`(seA*6FeEr61K>&zJT1U4L!PnJZ66u30W_(NAPL9AE-d6~Mci z#4wlll~OW++g3w)z}f2M%VpKY7e%(RLQ}+i06kqFpbLJ0)(_190+bm8&}HjPqi9>q z$(`s5;M2Yx%g3K}NyZ;`;+TCl=nZk!SI;0mG9TgmzMFE+baG5tvLiRVE5XtUR5tXZMe|FiFK0! zjkc(0zU+)i=yzPRB@pTvFr~-;Zgi`Wq=o#}7or;vJXF*UW&%F1vLBca=E`BPmxjL^ zXYaAO!35g#2(3Zpcr^YkiSEUs^uj;i6}|{&9?%#j5TDHo9X(~B)K80ESjiF1-ZOtO zcr$Nd%_b2i51_SRZ9ja35Th@c0BUNj1k2zTK~T0=EF@C%kJ0SGcbuCnA{UGKGa(MH*5D)q8MCAfFE@`6( zMCLXkeiSps@##v87lRYU1&N;Ta4$9k_l?e#0IIoci;T(2GZ(Kl+`f{?c-7RHA3K%x z>FZF|ZCv>;oD-J~6Zlp4!yFVHa!v?6ys#N`dYOK|=ux!YQ^=~HxAc#vZaeX*cagu~ zqswy$yN;EuO_Z+)oZJm7U(RZ6<|(P(%b|mwn$Jfh!OOWBkO zKeqs=Vn6fb!*gqq1JBbt7nYg>Y#ZAuD9uzsQ{?n0-Da|zYT)k6TAa`qEx>3KPppsgq#9AWn_oBHz!Pu(%0%{m0eATh25`Jm z6*|7oppIMDt+Yg76G1uuezc--AHBFyU|#u6L}o~)am6?F(#|&S#UP3;jrbw!3wBcC z^O!QlbcOBfh{*XB&GM;H*uaDG%a!sC{_SjME)6<3LjI!i<5tQ7@LHbm?w^ zD=&W%RE8qNuM0^n+bQ#=Xh+s_x`sUcinT*hZH82l5{wlG2^?1MU}D{rS@~66Xrz3>2=cA&@^d<=SWm3)v)IQc2AJT4+SI}}H3x(EZ^P*DB4QY&5Kr)( zD-Re=OmsFYNM&?w*U+bd2;J(p_VX4eHBK}twNvk^2!;Hf7@9G3?!;*@?jj6mx+{yY zgY_D3QQVZW0s>!xt#FC1Sor*Qzi~l{2HKs7+ah`m%dDi@SvZB_;t}UQ>Z{^H(wKl` zsn!Z_g6{ilwZRu1p2a_vYRj>h>1RhCm9E0c)e@<=dN|$(pswka*Orl;?%&_YYt2IY z75j(y-@v-xxiXyEQ%e5$@nbc$G9Qyhtr+ENQ>Ix{q{hwTxqA+pBYGc69$I}4;PXVU#X zsd?st9+-~s$R+%-`TCFbMa9~e=PVa>-#mg@>G3a0oWdvOcg#*tHJH)PCC75$W2C^q zvA@xt+H0MO4g-DBHOoaN;MPyU*KEGM_Z2L#x?`YhNg~ly7sY{xrNQvz93OOpmFrEA z?Z@0bESE3gmB-Q;4$-Q>2&(oS8JBux-dk@sGa`Cm?HpSh)#e1Xm_E-TOOywc_}Xua z3LVq2n_UD=vC4@+np1(E7O$E4ZH5_O%f-+)5%O^i22M3idCUat zuY23FDEP}uqznWR$Erf1heVg@^TEmwDi7?eQ8IvURH35litDCl*Fx`EH=017CK~<# ziuVf4U?7p32%kqXolyU5&a-ms1BTb%JSRQchbqyY|oRnqXXsUYe0sN)u0lC${nkCrx;^zZb ze%(?7>>i9dd3fkwGvaz7*}u_O{42z;yv!9#Dem9evAuWbc`k6x4K4dhsO!^C51Y3t zkF>EvboyH;DIlA1r^q4P%E&GKey08!Pvga2=`o!bw&exs5<(664uw~QWf=Ar9A{wn zU7pw^$(uUeQ-}KXySZQ}lD;0qvqKeB+$qzQB*j){aAHAWSbcdsn73<;U&`j|Ddi29 z+eA}Ra=+j>qt(K#teza(*X$ahd9p1<}Ojy1^ercwCyHg|;Gl13QN=tIm*nhzAATw1nVwd8%NidoM6PdLF#%E5-6mIA z)~D?NZ^{zwh*2d)!#-3ow)dw9L_slmK)7*D;^CSHdOxbWDl;jC?IG&lpM=tgnnQS9 z6?&$2;OjQ&yovSLR!!}k&Ln@;*!0vo0kL06AeYf{lZnplRI^)OW#VsnCYcor7FMQK zM-3t-vUxoM8FzKuuF$I6n+skN3QcCN;K#gvl9Gp}?O$KdnybfThIQ4&=su#r@<+U~ zfDkiruj`c`W7{-aS{@xAHkwHG(<3mtm)fT&p;MKS&6pSH-!_>O;3SBL8eA5aO|WSy zAZ=HlI)(m}Ug-FK36}?0*)%f&+0gDy{Y&ptR{P_G?I>O>Rb7Q(N)pv!XSsjWHgBIY z6Iifd<3Fh7VLm!jAv}^Y`hJqA6O+w7dasUFA-L^(#Q`;&r?oh?4oNMG(%1T?JMd0E zY3a?&P4rR^yZMu-0<+9U1lAty*$rQ$G$2hcx3TY#-_K)HIhA$U#<-Xz=>JSTWhvp0^ruNm5l^T%;7fj z;`_k0>#ywO+j~p7N4+2~86*fgWDU(@l0$#d*8~AG5&q_v&AGbs%m~RQ03jZDq)6M- zfBRP79rrnEv^iFfe~Pe?dxEH@Kuie%(6^?u*=0#{8Jx6jodPE;dKip8*{}72egq#P z`knYJM!;(;x2?U>CGtnx`|LevOr9VZ0D4YYUWZ$4Td-caY@CQAi>LT(M@6jX5$5!` zKjm>Ty1Oj>w{bsnIfI5W0C$BkVvFTco=ta0^-A`h0hNY%i-IT~<40C8RIJ@JV*@xl z{m6gjEmz&eDK#nCq}qHyC3HP|PvG1ouC=~++PxhsCNSLqT*#)6JyGPPrTc22%YWj>LcgkFZ#D~X!i>F>2GASeO(g^%!+)aEr{OgUVj(U z?YOk@erg8Vs(bU4p77%dt2;QQ1!6{xc_&{-m*ogfL6>0&OLXk+ZVq4qw=LKnhTpIK ze#u;Sz=z;nE16kP1e#v!J;<4k5}MAtJi1b z@>8`M>42X@IadXNKHq=!fH6(FY(gs_bq6)@?q2ySE)fXLxCO~`*g|GvC_*7)2WQq2gt2ExQ~c$}@#?ej z6BP?jGZAHR!-B<%s^^-U@M-C^#v3fc}ng5ZA2rt2rbRRkjoH^@W$?wGysQCEE=2=O}Ka;$p$L zYP0(hq8#(Ee(yvL&2u7?3Ww3uGTZk^qr_x$d^4Ynaw0mlX-l_@H0X5EMxw!RS1$cdCM5+G}N@^S) zpT)ZYPe8B*57+D5daIE>RT^vMub~NX9~ly!$3+g;UUOyRr2QC|)7Lwge{Zvkyln79 z-4;m5A6=FF}T$tzCg(XlJhXMwJ*9O=giqZpsi8 zLX%lJR}+a5VQkca>9OPVn)-uo-6D6j`6gikUyD8mY#8^M-DOY^>ISrPU}pRr0UnMT z@Q{;!%2?7!$JHg&;bgS0Qk`jTD>g3~>E1H;QBrx120ium9#5rHlVjy(9n*A}z3jEiMdF3ToRj1TFdqmzlB+3PqT+t% zdw(DUXZa9)#0$DChaoV=pNXTJBy6T1EZ~I7z!baXPdlw3Dk^*=Ckiu>fBP_a(Pby~ z7jB2Qo$|WkuHgM8wNf4j?pY4YlZN!wRLAB#j?0Si_3F9kpicDf8_ zfWC=Z_`DM#sitMAyG79EEhNxio_z z>~Qjr{iJ33aN1023irv(c#Ea1t7PoTDe!#dh3TIx#Gqyv=@hwXr^h&iFMb`hS=-Bs zqpYjwL^`Lh$V|+XpX8roDEH|0Y00)BgHBYZg>79iDMX0j8J$^z%f+qKIg5C&B z|CZG1EqRF>J$oY$C;Qv*GvA}eg9A^@5EE&bb&5!AYViBKhp2|JW7p8j1pqbntBM2t z&B3+v)uEL5uUPaL;@Rurl+~dYX9?dfDI2V{Z=&pmnC_B)9-@J*8vbOif=!AK0p&KkCB0x7@Yl;+U>N%N__^7NEoz(Twjxqd|xWk>u zAO$~*OiF*Z@1&Z9L%tI>$My?2-|7=9(-_;?dp9wsrgK|okk9guV{r{;a^L}icPQ+# zm0$C^;HO4#7o*CTsivUo*n50CkYozpkV#&%ig8@)%_@J?!x5y%4iBO9ZhPX>#2AN; zXS0*G*VZO8EyrmD@6f1u;KAFr_I`5i``^(O@rm^otUe8065#SSN%KTZsb=m%fCtyX z{@129F)H38J#3D*Xd4PW;<;RuzOwFO;9N(0M(SlFCJ^uzfBbS=mma@AeMYOVA6;hU zubO>5=E!Or)w%&TmQ@Y%{@{`8Sd3_nPt=(APgUBj=%?8pG2#s;l(4$?X=0msU>aV{ zP>wEJ_kgO-SuK>imBl-bKRTp_EnhC+-#H}Y=nLbv7IKnhY>h50xpyz<3Fe-!Q*3Cx zbv?sb$T9uM*;ggwHhrbxLP*yqd~7Gasjhs%^+fC|bx ziWs&%}I%Eia)9ZE$nKi3a7rh3vmcqJA0hwl*J5yc)Aak!P93doxHw}9R(;q&=GtEJGeoh1v1jJy)_U!g29lL>54K554pg-Y;|#GNA0dPJC?NCZR2j2BkZe5 zq!j~_yLeWtwnkAaDNdL=F_{@ByLrNpH05yC?(ci({!bUag{-G?+iSM`6U44LU zj|-2Lw~ua6E6ZFYq8>gL<(X;BN!x6t$Q4{Hp2Q3rju(^%%4|m84ttCK4aAR>(ci*d z77{e>TGP`>s^bpw(pgitek+;3sUptm!A^WCo^8g4?R=&!1iEUi#qX31O)Am^aCYY- z6k=C`nl(5zTKru~?8g*tDK0x@X1$$XlBWq#c`3O}pas4{Xw&8Yx^3s&)ACg^UAZ-9 zBbzVzWSZuMtKf>NQ=h3xN5|#Bni&I8iJnv?)Um-}irr^e#a0vDNAEfR{B6H0YlN-N zX38zwV%*}Hm2+be3hQQepLI``d3|^?r}?4zMbfHlJg{wOK2ld%j>6V|nPY5(J?T1Q zYwO=p)o|W|{ybXwcil#=6-B_|iP}qOhg)HAyoO@e^8`Dsl5j2Oo=UO9{p*AUvD8LV zS4FZ0L%Raf``KIhLsfXHNyUjR^r$`7OU$pmjQUXnoQy2F)xB!RRejCZy{DLfp&221 zYZTF7TkJnvl$svxkz9=?S_72UOT^8>>V zj_rtcH$@1zvGu#ns@{gOLL*G~Njt&MNog0##ysF;v766ZOxKegFH<#nmGCC0- ziOr>KzSVZm#M@$NHk0Agckl~K=Vr|;^M(qxe{>EbQmap)g~G+>o>_F39xQTs5bYt6 zng9MC2xGdS0=FhD;7o}@waJjW|!PU@J}Nw2jW1-eq^%r+`ZDS z+D4b5-*RU~69g|F*S*3M4|K#w*|SQIYHQ{1Lr)Kx+QQS-oM*Nik|#|u`+R!kpsR*Q zTD1Z{6&pwdrH-!6ZVy_IN0757J~N&|vW~@@t(gTzDF586;&kR?Y%`E0>w7NQzmV*4!aPh7q3F5qIpfwby90Gc5zPpOP$vQJe^i8;^NZKJwel zUlNY@7L+Ze8pNDBLKcZbOetiIn`ZLA4SzO2aVSY*4pp=I+esq4{i(Y|YO4*_hC)01 zy7G%FLm0e7)jx`9m^7T4M`f&M@jB0yMfVdS+RDBK!@fZjM}l``Ql7u&H)wl6fb^=#6O@Ap>HO}jNwwKt->!{1G{cSEEv zi9BAYOpjs3&&F1?}P<2L*j^y4NoQ{34frLf(+ZTl6mx#^6>P7)H z!&_Vz-n+O2#Me~g2?w59#~-`6utmR z?-=QOP<^2|yA#qsgoiw+O-|h}ssYJc<7mi2v@RvieFDKr@!9&qkito8$!oTc7^~(l zE5k-@EIK=X+SrVAR<8T!FCtc&%p~U>VD~pOXvwu#1QRuAnq%Qe5U*Oma+JL=)UD2DF5i@3t1;e`<7#+C$nqZ+LuZX z)KSF1Xp3W1q8KsWoq#$MCBdSgKog7b`x*f#xY!6na4zFq!erZ*CB|=jgm>JwJ`TUl z5nS72A3op~p8AJ)gzg`~IbmT(HAL3#CpLGb#-F}=r!`Tr>+u&QjzWsn6r7}`dp8iwI0)6lRs=xH znW)tk>SGh6g+C`w$l%y<8f(PB4$FOI$d-vbBht=(5z{BoYvN>#gN;pC8hAN$yaI8cW*{Ln|^v;4u-uaU4w~p z=2$6>+2Hae-O}%0zjChCFT^M_s`k3dTe;`Yvro?gOC`;hle(?Riks2J?w$o#wf%S+ zNOj#J(?>oIr4G;Q%21pF<@1|}f{1YBh463nnVQG8%p-<1}#8X zG(dT?lT<1aTYvTFxeY?c#{u<%y~MB%P)ki8)u(Mj@I^#9+42A+a_?KZeq|o z&F;uee%0Q>fHjE@L}nNjaf`vGC(L<`2`u(6Q)h}kv|AX`*Yt$S)^1r8Vzv7z)TiVI zl?sUX+ulnN*(ZKB4!E;JbmlMV{AS6(Jf3{amqL+sDu|w&dFxX1P8H(NAtPtG=c^1R zZSE3bEoA1Ez_fE@4+|@msDQ_a1;{${H5dufN8*75WU&lAP(nt&;J!>l-v>^?G&+xiSu#rtmTQ-jp3+cb{jP)!@T!dD z`lM0?HtIK++=$u7X`z)7cwl@ZA3TzXk&^OO%?>?~krpsPh&o+rMYD#`#td1Nzdg*Z zN_Z8wPl%H*S;_ottMA3A<(y#B#U$ll`dLfyK<-NU2adq+KB@@{T(VPx6(f)!vH2TO z4JQgaTuU52_OPEjcL8!|w$vojz}R^>Ab-wwAjt17CH4%#9AeP?0=@H&1(W*hD{Vgb z-gDygRK)Dc`zHV7vbHLpFM3aZ`JaJ*kCDyQ3Jq-4zpC`ag!Ea>U-^0C8fq$QY2XF) z&}rC9z^>}{J%K19j?U)vVBgT*WZL=sgLC9ZZHios@*U1{mYE3-^XC?9S<>f&zhD6e z>Oe!jUa|M_pu;2EepR5W$<+z#3vHRrXaSnbo38y!wvfHu)UU4a;^5HV%_ev0#Jb9UuN$f#M@TT0 zRycTg2n2+qr_4#o6QEWoJ%OYD4Zx3yi z*`osJuTVDRvC#IsfxKkA6k~t*eGHAYGHUOHVjR3IzePuOkocJ>8vOFeriIDXg-cb7 zwG4sT0`R04dkmHACse`Z8yXyLKMK7NVY`ivizWqWpxGLQD5a(<^9=T$=w3I}$j`Hz zVvMb=;$c4eMqLd2yc&GCgyEz?J>P_HOrMl6PWt_dE7fU%@jV(ri>^0yqy&Ptnx{V2 zwr81ic%<`Vy`ks0J}UVQ3bulX+3@UdSe}&E?ZSnM=JwHHf+=3QO{i+KHaA#k2MrUj$*-k9Kk&t(5M4Af?YxTysZaM##&si zbsaBJwlHd*YG_KCr5>j_4v849Jjg1bajy(~w((M_AzL@K0F z0$;9%KIuXTpaSWy z>W#^Ut@zNas7XZ*%9LsU;xx7|1kE+Jy<*Jy4a_wgbt18kSehR+AFN!!ff4a|o+O-} zanhY4u_7`t8%qluM{sJ_`I)*0Z918JJ3leuxjpgXu%{E&`pF)ZKxcuKoGFn{i1@6^ z?l_tm`SAjrZ{6(j^_uFc0r-z&4rzLxPVv14?;LCP6j$C*r{zxrtEZ*DxGnuMISoH+ zB|CkZkoa`;(yVpw#Isq;I|S#=WO}mYT3;p>Gc1ZvwAfdM%vdHhkoi`s)`Z z;m7oj!u)zTEXUuuGXW$8E#CPuA|Y!T+@8m&`I4isnfc{z zgz%~bvFTS5XKCenyi&gq4KMF*XXL9)UVPdV_-)6!)xqsCAH~2m^F;FI=yhYQ9bVb< z;n&mroDYy+)_yv3%i}4dP*2qE&A^7}%q@)cw61lAL=JcSo?jf6dpP>k?uK~gIXN*H zh-z*o(BV6Lj1l0Ab3$H?GrFV5-CQxXWv>|-bQ;ldhL_P+Zf;U4&00MFA^`V>QcXw!ChRsBXK8P znoz!%GAA}i4@mK;v*P$#X%3k z1nx@%x~a~#_MO_&>wL4^D?Xv8F4}oNZVq9MmjL*(B~yR!iJBL>8Y!Cl`fv*`8J)yZiy|d>%)P0$GGnNqR81M>Nsj1j|($7Rz!WKhbj}YBMohXW}YYrqPP^D7-fc6{uni5eO zevS!Dh{T=j8|S;*DDL}KKYRnmO{uoX7|nHIRN%iqQcgYmV1x9nB~tp)b`k+R?_mPx zOM>(%S=1AixhwOU=A^ykg4JKpAob#Gg*;c^ifY3cq}*Dh-N$f;3lyCx!#nT?=n8n# zve3w#*C!R1zNbYT9>sb+IA4?HXTh%Vy!4GhF-?}Z!xLd1Cqb8XhEHRMKMC-RHBdD?W#zaGYgdJsNAWP~(vc{qU==syYu4-A2a>x@z}l zM$K8PgZKLnTg%nGe1z+rG2(RpgoOh5}Wn58@#wC_7_bN94SHu8JqW;SO6BO6fO@pz$f0UiFU z?+!-xR87IuGQVlHt~0Ml24Hz(xLa(_>M+X@zAcOz!WStya0GHEGRCMC3_d%rtO@9h zST7pB0w!}Fk)CKT$%J>ATyoz8)0V<-x*t!?jAm4G?EG5jxA8iCn}O>sYBI+Q4By|q zm(*b(Msi}i4IBOvHs%WrkeD7HI_pyNv+B(DJ1F83_&*4?;1v2aLLXwE=amn6fbDR=FTrvt7WfL;bzU-B~?{G%8b9d%( zqu;0BpUyq*_v73d<5`10_7bY zn1FeCsx)}0flsnYClWpjIpy@_g$}ISWcZJ&^8bL#AzwB5#1)|qWGgf?d2nBGCw0>) z&bPFPobMf8sf=Xb2H4~la~m?!e*V~rL09OLqJ=#?gUSz-D*WZ8Iw!uqXl$?+(4s3% zufLw5iw)QTdMi28S_O=>b_8`D_(giStl(><;m_XtkRzkwSH_+yx@E}UWGsQRWHiA7 z5Xh&vhUg-wXNUXtwU6P8qN)NuWgDmdMbmP@`SDTt&O$z{op&~{1g`QcZ9vPWQz9b0 z290QkTyquRtdrtOdRT80ls9*6g>g!~PI~u4Uhs6m7W8fdq}r#kp7q(#;~#&7)^4Vl zkg>txDzQlFHx*Wxe@zvk2gkh>*vcMw>d18p|8TI$u<7%}yVl&F=lwO1P{Uc(A%5+_ zpa2B$j_f6oPFGiDE1MQTAeE#w?M8F8IKVXBfk&yLB-MM#{bpewAe z&F3p=9B=tbK4Nb}k1SRz^hsJoe@K*o06ZFe(WZ$gv2#+avpPT9ixXSmNK)YT_kaf` z3c&`sf9q3-#0FKSC1h+$(lYn^8v<^5im)*i>En>YTg}A19iR96GvZ-sVI$cDJvdr) zY5ha9#xjZ}@CiH)#aeC`5--|meaWviHN==MH`T%vxOG1a&wg+sCipj4@=`|ZZan;P z^`h5o4qMzKqRD%iYj-nCEb~!Bi{1r0EgC4WJj~gy9u*R0sn`oW=f#nfb@s+_f!49s zR5(O6YrOq5`j-UDLho@F4>6Bdx4PxW*vV-?%(pYDo^A!#f-)LX?|w@m&HWG^o;3<1 z3^Sb?Nkl_<{j_Neg>CNeCzVqNfvemCd@c4DR1&Wz4_-HV=(lKub4)*)`3-)<~E3}(%qDjJf9Iu?TT&#?YVV#=h#>7LY+#e&db z9`FauKiL%Vw72iB*68bLDxw~MTo4EUO}kJ##xgzlb}||fqNj#*&sl60PFx<}b5{rN z0>+QgaQcXZ`!v5Fk9j`??j9yyxowq;S?#GWEBG~W@yZaus};I2W!LzkT}wujTUxqt zRMe5n>f+3?le&#p@U+?Yk1<|9jKZFeg+G{A5!;N#&ihy+3LbH}p4Vdb_qGl#NTCg* zufoe@H%?u$t2P@>P?JCh_yEjiHSAn6EPPqXz#S|lhh45vZ6*{(QFNCEprpqXi5%DB z8-GDRTB>5TRsMnq4Nyt=qPQh{^bKcO(N!a{_J8u|!yUBCJ%Zm)cr&UUdpH$-52o;q zl(e+0Jl*aY3%Nw&yI{Lkkm3A;UtPzCHlKn`|8n}O@xpMNd}Dg(=as?^EB5Xuwt^H_ z!bZHPS-j7{pslD3_cOhhGfFsh^H`1zbe!B^6a2`038v?khQH5wqOdwC z$t@@lBw~F3g5JZ~rN~#7Xnk zdBW%SFvv1KikB&da@+M*_7YV~PuuOst?Z!?7LNoA<0Ml0Z39yz{POo|pu03>*OMWf?NdFkUD*m81|{}T@@{$)iW#JvpW&`q+O%o7b3!eC#^8?G5B-mh1C}j;Et>Rt z9Xy`mb?=UD14i{y$>K|ciSSonxhcR`gQY!kSSG&y9E3QMZ-w7LD{tw>Z#e&Q$f`UB z4Af;Ht)Hi|_rEbHy~q|J%U(B}b)pxKm>6>>*WSJgY?j4Kj{$kiB4?rdi8EONb6ld^ zkhBJLY6h!|;`=_9*plarz_l|s1YI$Ye}UYk3rUm7MD8g4S3OH3$wv-j1At78f#VMm z*2XYHVnefKJelbb_>V!#%20>JFc-HRsHEr?-8YL+;pkCpGTzN3LYKq7l&8O#HaCzwi7Y^gx8f_3gL2LvV51;c zY6FwVLQBz|gHJj8YYQU|&({Nv_p`nuv|-@**-hcaE}C=)aaRa1PH62%HNZ)haITw3 z<4_BId;1}9=P{rWt2QzrWfFO{ZTIgQr9TXFoZ3YI^#?4wIskY18GK0%<_bB!iA7Kg z4J&pq-HDAMcpVi4zS#Ho`}EfE>B#EjbO>27=rXnyh~+Op%0lKF0L2FhM^|Pdiem$y6^I_+KI|{dvp<9wS_gl^D@^JTX z9}3&)?E~b9#@!hnxcsL0PsOjLgilSzQ?Z2S5Ogeh#$s+kx2W?$S$AgskOgt3_8UMa zpJgN^LB1%d5h8wN{ii?k#hN6A*1LE3r|aI17SL<^G`65tY7w4*ZQ<$ijX(1q188HK zppWEn*e&($rhdOl2q6H=%WT|Ty0Q_k{(&!a^q_wo3cTr0iu!Q$TxeI6mD!y#p=BymJS1-3Lql zA51xXPh2;ZAxB!{wN&$km0#GaGyzf-Hn_L+EMZ~b>jC0-;Z}B)XIK3F{-aaBsC;IL zg_`E4*~c$FPS7nG>;#ta1bBNy{6jLIpF&BA>a_j8Aa=5@m1Y?sw`W11=KWSH*QERS zfWDQx*+&X0K+q*6H7V5n+l_g1J&y%jqL>?MZ?uU1Q{}4x+BB`dwy99>n!k#nr13wf zQzB_$UpTz*f7Bz0d|3_N1sZQvWgs8ktnsoroab`6tAVk*vV|w5#<(1zZ`C+AK%4YI zHpR!vAE!AnL`{5;&riNLAIU^TSJ>FPhuKxN#MmRVqYP>I0pnWjcLDedcjt*z{O)A@ zS@xp?onw=Lf5_K7Y@k(=EA?XKq!!%6%Y=<^*DV&{IS1nnwa#j#TMRCPFQpZY> z>@dIiW~;!MADDF`orC*U_tf%^j+mkDe?j0OIvu&rH}W`xh36iJt7!JlzaXB#0Q;7# z3faSS0N9p|?B|}c&LMt{FlqdN-Nh)CEycfLHDaPP&LM8BhSp`F@`HrB#JE49`U0;knwjrvk6VIkaTaD$9Nw8lC@FY*FZ#}q2bsb(M&JU(gHuE>pVpkKR(OeVU zVPQuWS;70Nyego&7VzbR?P|x+n|T(;&Hg`@UMDcAZO5K+UT^tCxkG7MGPF! zPB_=$>^DhiE2UNzCUp(1+3jfIkNmH7v|h+LdzsnzTWdhb5v!oMx*GSpLTswy>8?@zXHN z?m+v+cAw2pu4?>bhHJy)jXE!B_{sHtf5!bzU)hQNtozN`cdg=MQF@f7&2eoE^;9*T z?j1WxyH=qAvgONkczmnu%Jq*phf_!NJF7YTN>C14wodla9gIbJE_au^roPvp+tgG) zRzvO+d_&iYwFUc2_ChB2ijG!wUA22QRn8<+3)~-%^~T}#bLa>8uDWNBg)4_)4XK$% zJ()|`_}EMzfhM2=sdn~j;>smU4ZbeBn@CnOQ=wFHPZ|CN?JB!=7~ivDhBS&gEU=T( z;lDN*=EVxA$*T8rxX!yghHMIxPIvIf2vmOG z;`L%6g*j*$RhW;q()SgqWYMmWPz1hi&t!UjaQDZU=;KyxBi>f^pX2U#Yv%L{(L+k( zO~2oO$*2YM4IJg{V$(LCL@misEhWux%|h*pyh?FhxXKce`n6TY$vkg=a500N5fJfO z*Vc!1tnSId-b~VoQ8XZ9dS9b^p>L|j%0wrTXEJj2-A5d-UE{=IwM*HI>N&3B^6y|q zMDAaPH+B>B*aI84CPY1~yLzdjn@|?YW9oM$NI?f%265#DQ6T+Kj12x7$$#8PJIuZ5 z>Bg%sz$te&$EaprLyxjIOnWfd6`17KXphkxxb8GDUDrl*S$Q6_Ncv1*Z$tln&5wLg z(b3|xIW1W@xF4tU>CG@Q%QdrpM1_k)I}ua42GfduN>u87B*0FjHjEygM`$FRw>(#F znKimTU&OFhsv%m@LxD(royKI*5mpgVVHY=pt+Tjy_H>nxCXI|t>g!WiCym0kiqk&R z7@$Id(d}Wv1jo(>83>2dX;ef>XV+lugiSz!mvDUaz>PoPG_%xJ^vE+9LoR$e8G6bJ zf{M~`s?R3pT>7pSxC2TYI#xOr^Ar;%kupWFoD==^{NjOqhtHmPX>>l?iT>vEKJo;h z-wF9w!CNwe;?@dR{;cyA16C6VxC4;(^lt0g97CcCF?ih^21oGS|H!|wqK3q6o!Xeg zoO8cU^p2f`Se%!n7rvH8WF635F6v#*oAGHYey8yq%CW>1wwQB{O9^o_m5+I||6(iS z?5*D@a{v_%beTV%=z1!Yb1nS~EH@T}*ugfRf)4)FkW#sMI$pW|Do==Zn!~;}qxrOxGW&yM)0GT4 z{Ox~KHgZqz+TjmUxLoC%@t3q0bi9u`Kfroya8vK%DSKMaYCR+yU#i&bf!A&?F=b?b z#_Kaa==ck|ObT?v@p-GO!pL5s7RXw2{je_fK18wsj(S)Rkrzkwhl`3m(%o(-nTh#8 zSD84dc!rbQTKgd4=%wO5WrP0ghh6CBud$U!0fxu-i-pLer}%4=wf8-|RWDg!Uh!1_ z1t~*vO6#V`_Ay_)>%Db6Y2~ly)}R};{@2dyQ?Xy+4?s0HewS^V*KzgQ)GKm+>D!03 zwwGRNG~YPL(;Q!0(h16>#i_E6zf}8yUNu>T?@k+!M*Fk<)@p*)Cb@zs&&mj>E-P@V z%IH^SP@0nbH>}f7zIpD)Eg~YvQ_t&mL%Y=73CLdo)32imQ`rnBa8dI<@rHjoU8Ok_ z9cLu@4jUXmQ5!}L1%OgwqMp0}^*kl*m70*_Dew3oVqRedk@lH#5ksW3qKCS_$ zGPeXg0oQ;dUR@-Ck3JByvY80x*ce{H!`uG>So)5lc#pvw_~v&QV9X9E46&3@jM@Ti zQDn)wVe=|%)v>N+>Pr<}8Mo*S`O#%Hd6zPCMbB@(IZkge=s4Q1uNnIU`2d{Q@EG3# zt&b1Sg~U2;tf*F zO@vFN;x-HQ4CI`pC-No^@p#Nt84 zTM3FbVcIl7Z+?MfVw&2OjDs#2+dA~d>HcH>_7+u<%QSNo!~S9>i=y%^*n z!TPSFIEd5mtnKpZ)&}+}jI)%&O!OPxouVBYiTw$k7ec+e`gOgzsD_Rhl`E|+?4~(| zvEXH=MCJSoLP%{*Cnb?@2j)H=u_bDCv^>NvYrR{I8;n0_uXrt_gnz;EXaLVA37M-% zmw6FL(Qq@BKi!e41%*kIcG0&;-_d(?OJB(f@^_W%lfc&$|lJv{kumEjz;{6cPI+5g9KbGv(Eq zgu*z#0U^I!l3o{YX8E$QMX12*On9>`v+MUd5`<{JJg9_-YL!e90`IZePzFI>-hvl3 zLw;V%nk@f98?%HD>qE@(-$yj3^d-QND6@X?i=57EW zh33IB1dy+fFr9a=tv$1SthWbbp@5Zp$PxHZ*P7@>Xg5ZOFbzJZa!0fI)8LXQ4izxn z|6KwUh}Uhdr%ezfKGbx+IEi0~@Z%=JYvNS7eIJ2mw5A6kr_9seoCOmy@^34mCgB@8 zmU5Y%KCXE`vlt^TQx<&f;LHGgYjVG3IcvIPa-rIl@t+z^*+T0nsTdiGtwt^U1qHc| zxCw#@@ol#z=BniZO5a^{xF(2G>ERGj{`9jU;yATM{>dl#k;#Ausr7I`0bUTN$|pwz zcB-D=J*$5~%cZ}Sv~6rloc2wzvuGDCF_jS4FI=XGNw(Dr(xOkM5`<4oxX!3RI ztA?~~zr>ka*njU$)x=jjrLe5~s+I>=5myl(^0>L)Q{RNLk4l!# zK!W4II9^a3kSugQiMo~KVVvYSsCurLWT>gE@$8E7mZ~I>|6q*4KRK&gBVUw%=^hSn z^?6C%o|%{PpZs2$O-&D%RJ~{ekUqf~KZDcj^kFD*nd<=e;U9h-U5~HJL+7sH4d1ss zH26=LGV1~oien-N{ET1qNR#y##k;15d%y+7BW zXBB-Co1%yJ3V2~lf53|U1^-g~u^cFhheAfq-UMwD{`^_=&xu(3Wl;xDc^oeO0V+>m zJ_m6MKUxP|NkWBMuFHhIAyT2O=I4U+2rzES=ZPy>1j+{w+Ylj#QEY+cCz?q9G z_BD>{@SG2RN?qH%6)w@Kmn7$XOgv?-Wz%R69n0w1FZtuY$Rius1`+wP$i#EC1F>*rPWdp?LGZ;SL7v2`XqK)r53#oFhvmfFNyPy7XqKiTAC zR2$~}jqWWptF!YOTq~J=K_`w8Ne69+%im38YD5AHp1wR<2i%geI=s70KWIUg0yobG zU7$^RI@>gFeg^LilYxLOM(UTLN;k-674VQ*(S*brJTn63%jw5y552r80L$>rBq#jg zt_x^u`Hj%Ho5|ED;Kx3We=>L%Vh4{x62GUFdHRVeKs^_r$_`LUuqI$`EbV*+m45P* z0Uw%h7rrQaz?Br_UPSv%yEe)b=6YKq-x#`-Sl~%bF>+$)=@rzG(8ZGPOpNXh;5Hk= zj>)CQdGY$cQS+YxSDX2(q6H3PqhHx_qe!#!qy| zM!s|om=6rzsGULt!rv>G$_YVmU9~OeD}K~KxJZ0Q-&!Ag_=ZX>L2!aDQT}5eutag9 zi>8W0T{3R|`Z0Bj?b?I*fxX(pf`PhAyH4YH5AtNT+}re?*{&ZIg|2eP+CBwa7o~-# zOeE|6q>Dh)grQ6Jlz_XdFWIC!z(`~~+>tMvBkVVrv-L6wyo~J7V|C#Uc3;SpR<2!M zb4Y!h_QxdFUYq~@{AI~sCykeg8iie+(JHsRJg3$>cndYsrWt6o9;&zXB-wj@2BuFq zZU>`T-Er>Cp38g|Kn@fM-&ec0+%(~vUngn(W?MFYLV*Dkq~^Uhy;dAe6|6E{TuA_Y zB~o!qx~_%od)4B37t_oyWjB4& z5-NQ1$E{XeUAunYw`seS=YC(*!-mt-DZh@vfFfN#FPhs}rSnx{ebOf<228U!_uCwz zM$DKW`{k|RkDtD*gwfTD{u25!M>}AH#2l zaS0(OELoy`={;oI!1dFE0GLBT%;6WKckiZFmNa>!wJ)F;ZxA!G0>{16{c4*1BVp*>RYVEg_*%*?-$s*8(mq|j-6KLQAL{`!J{Stzh$iiLw9t}9 zTS^-KiVl#>hJ+lB&E~yo#heXXi{sN<*81Q9ok!6ItYd6EWw`b%g5xssf`+ zNRlLxYX?J-ARPiC%F{Uhm^>G5*8Hu@^2f&KD+N`^8bRv_8ZT+3?V~mjYAIc8is59Q z&WB;Vvm%BNuNiipxn40MAflSBY-ChK2vgC^rlazr*csv9*&%CY%s?*j1!Jw~LkS+r zZKNn+c$qt1NxD$j4LkGM1ch$YVOdSunGR`ZMePqJqR=_)$~H(7Bb!W&|Ma{yvnAyw zKrK*%#9`xp%P0^`wcb?8A}J)K{R4YI0tBT@mD@6mSkgLqSX$QP zeNfa7TXCVFg2M%GXH5_q!1Kj&#N#k?FO3VwPV_7=lw>{we}_?urT_f%v*N0(vyFKe zRP1M)eaVF=jq}-!PV}txdKq}b@DB0>4ceDLOU5M>MyPVq`|MQ=JUa;uGq0`9@PynH zbFNjv0mj;$^@Co8J}8mu964j!XH?7+ z?4Ap5KDqrDv^M~V0a8T9GHXL`&zvY1t3m<*Pr&{Y^iXWZu?yOh;ro0sTgy4ear7P?lcN%I4Eh!(F^)7b_FfBdL<|6Icv80~5J?Z#>1#kREpT2dm zE+_V*OO%12;F)Z#Pve!vvHmf+VwkOwOcQ!uaNWo?Ji zHO$Z!)O>PLuE0OG=81zVj3L;^ukf*;XZogUz0 zU+e2GC4~BZf*<8;P%D?Co@P|AvgzqwV*@-3BTN(9WM10n8{0(6+5Gp-t5(}9p{%VA zCnov$+12b6EmFo9jdZr$=eI5!s58y!-TRI z5uJH=7OQ){*OX3^dj}g^;Wfmb&c}j|$f=r*do$FLMj(ekEn}fE6tW`UO=f&lMQkR( zeo1^Tb&&*^1F3Y-VJTvEd!?*OCW*pB`cYZ3`X%t$Ngaa3V)Rvoi=r`JvkCNIn$NCS zNxo|`^HhTP(HXZN*_jX3Q41k1R`<`=kV=<@)kfK4Ju6S-wswF}Lda2Dt)>$!D9B$Z zv_9J?)@lw|d#OKx?9ip11NSG`PJeGp(>aXxdf|YKTl7ECMa|66C;Q3D1KEwA@HREL z+v9^3dnqU0-j8ndYva#8f{WU(kftrTDI9#u%~kBAr*KD!=rEC+Va_)R%LIOA1RLRxQAcYDR4$O zJovi8McQs6m6nX6T=iz;O}`XW69&2jSQ>2Jx>wA$lXsja;48^=D|LO>TahCEcm=t2 z>T3B$s8x~snxn7NL*jUft}G(sd_(E4-Wrp=eN)?B z>Vi}Ae6Ihhf_l{dHMMW%@wCY%MgKJo2LL-7e^XC-P;m@^Keh606GB3nbIF|aED(4? z9;i*Jn-)GY)C%#cdbqtW0aSSY;rITmdZ6O|H63%xyt%(z)S^J{mA5fG!a9< zr8TaPS<{R$*{wnn;Vr7y<_Vs)a{@H;@q>HpF>b9d9Gs2wP)vgj7$hT@b|?NEyi3QH zidXoL;ZOGa?CJ{K`IU;9o~7v+$_2teXOFw2U@F}Dy6I6 zw`4JIetspUJKuNXR*iko4U?GB=FX@5Z4DLO5FV1IvZLvQBT*vqAk<@5CoRjhN&3j* zarxj$=HOWb<9d+kho`Ny=jDh=oDJt3*B5U76pM zwOqv`_gh85K}Y6`nn=Q{B;cM@q$u%xb3LNnA3eM+BmNSN`CTC-UTVi8(8E)a`)Z>6 zdm4X@`@{c^64Q2H0+RxczNUl5r{2LGtM-QU@bc{BwFUJ{_73#_PZi<9x(cS&#O zUQVm$yIO;4H7u}aVcL@-a{-F3&n@oyP$!T;pT4!UyqXx@Ru2fMACuHpTq7vgNv-xY zi6aeAP^anzI|UjjIK;TWl&?L&{iKbm5qyz2-S+sq0hR$~Nu&cLiTVA+6XP0dWfI3e zjl5{m8L0%G3*1B z_HzIufbaGavT>W;jjrsRwBHhnO0@ITBHuzZ=AHZlzpXcWr)W(qtr4^;^Jm@xhYh3| zZScCR>qNJ57gCsO#FaG2|E1bPd1xal0>*-ITMK89U$qYJ4N0Gv1Qqm=#ju-+NOcD{XvctxZ1p1ZOAL%0&=5I?`#S zXNMzNAHbN2UMUv#EuUj^byA1te?OIiJUCPcI|DNq^Q99c>`YJfgg8EHPFQ)Jvf@&D zc^1%eXPW5>U!1#(Z2=EjCNyp;S->~5PMr%bgB_3uT zOKTTs+J2gqmtQb_SEY*DX)irCa{YseFROUcuVO6+NNj44<--jF+Tt13$aQ2maV>}K zO*HLRmF*rYtX-yaD!l(s`%JnVvW|LiZ+2KD6~OYnnVMLY~FyY5=SU9bi(H2Go;R z&$~$Ozsi2n8~8^b7-=wyNX>^fO6t5V3I=mvqCtZaHgI?i>U96hku4N=rwb$4u8c(|@W()AN((AB})wNIeG#xXIJLt?*f@g0--l! z$eNk`!d?i57H4KkmyWC%r$s980Bi_ABg$JJQQaSb$CJRJk`-9mr zQgf2{-U);(HFEYgjA1d;@Od;@t6hMnQ7bLrN`Ctfto(7ZM_v=@3ZZ*hn?(RzKMtPO zo7fekGOYX)95fE{kqua? zErcselRYs7s8N}1{27;rZe`fW-G#msnzcXcD10T(O8%XS6m1H{RM-_}Z$7N5{(974EZ$Ra$U&D_Ho1#DNUyCrRd9=r}N*D1C1}hA#1?*9Oy>l z49Q9q+XT!*>i1Rw7hubFln#1MdaGev6?E=e+1Bl=ZeGKe!6ggI3#=fkVa6mume0r2KH9Mf@3)>j3=s)RMvKsE(_5lN= zEvI)68k*hSY*l$w42+X$4Oi}md{{RaUzqMhpOHF=i^^)NlUF`M5<^*oCf5NT0hi%+nLRdfxiZJ#L4wmf?M%OQgcJ5sXMUsJP-{UKk&lj0PwAam9qZ z9&N2)kTjdRd~TqJTn8xSFq~WI@MsykR;aYr&(CXK1*Wj!B?xvfXt)g`u$d(QSZZNs zD>fXh>xdUD=IJ<#ROR8$mkx4Rb*{eM z8vPKu)-6fvD<9U0<4yi%-8_-H z2GmpNaC!G;hDDr~#a=CxG0>WtW)VFmD1IFJ!lU95p{E1OP70RvThc*slbCUKFRKG> zJCD&pkUPjnp8>-;FNX^Z>fX>`{|^#Zs6}#`n@&(#9ckm{pl#pbYZQM1EvpXA-rZth z`7=I3E_215Yuqf>p0?fp{dVv1zEczFTb|3kt6`$BOJnnY=E|1YBh%CBzOXi5DYSBb z7zz)O7@vM{V?c)DapIahrAC(8rESB1717U6ci_OCjk5TduuG)I@nw~a!p^EK^g|2f zR8;<5P2H}DrCILlp89GE?I}DJ1!4S&B5nNi8g_}St*iDYNZ25hX-EV~)XXlLwZd+i z=f_1?PVC&}Py|WLM69(3it+8b+QtH}S!N9t#gL z60BmGntunFr^7?2IPcs;6Gz8la4Eme}{dY2;t+Q z-2pkAyNZ7{yT6V%NI`Em7R+Gwv%AAZt3Cu2j_qvk;fjg-zzUL~H!`B3+h?3NYvPOAbS|lB+Lj0op2%x zBu+Uxi-iVh;G7>HiW93_kq7O?ws#JnO8`%Mr5*DYKv}j}gwx2(lQGUw6XGPBedE(d zPqY2QALw{y=psCi`GAn|vO#gw*sX(0fS-6W+O3S5!Co*9AZuBV&62RG4q6&Oun3rg zHhv(*cOX90SO4nWNv$Lw%d&JN<`pm&07(0rxvqYH7*HjQ{9wehI>*hr1MeC!Zo-`d zQbL4);v5H|eQ;TlnXp|Nl=d8?#c>1L09p*77s!Jg0uhA&29v3tr{8UyfNZbqBFTy4 z?k^J_wXh1{58_dztx=EqtiK>K7Vt@-y(jA4z?xQ1;41)La4rMAHq^>|xK8pP8n6xs z;@-`7M|A;OEtC8??~*w{wTMq|rV%`%Jgu-~S&-LhS!V4V%cf#^Ms($MtREz^J8K>aUX6)p6nosj!$ z8@`)=foZrO&l&>*yQcqzm_aVmdI5yN-X$?RtwYMc960_9ty$x77t?v_@XfomU-M&X zb)%-)x0oF9)sjYrTFDk-BZ>)_bRqh@lBiOn1TNpqx;J(mm9A)JpvKub0^CnQ%|$L% zz6zqrrd|gM!=z133F8SIUc!C=%14+zAs`NB7PxO_zJ0Y;&e`*t&%jk+OqjgF<6e8q zW~u$ebdoboh9XJSEc5sD&A_rLeU_?WG)2Du*yIM4f&c@BN{>VInfe}Pr~iU{Tds4tIqVxZ zG+bXK>oe*4-OwZil~*Db;6L2p0aKOv6TTD8C$-}8yX+^y#x#kt7gp@g6F3sDv>)wA zAIn7Crp%Y<30cR4S-IP+D7x3w=i*5t3_!q;?~#;yvv$~X8W27VRnxV|Pt}&YRj`P3 zvLC~wJfN#_4J$_J3s~X*Z^T-^<&N4D^{&2Nqn0(;lDT z=SF-tD817|lU}9>;4?F(0i3((NmilQG}K(`TI?No*WE*8{DSKE3xdjy%J1NamAjz0 zB^-6g7EHtyn+`V7sB^NgsdTqnv+}yde+mLZ>pWUpTqx->7BsWknw_?UQTf@^QY`9R^*AlY2bCUhP_?6|pzMH1ZK9O3KgMoYpOd z$&#Y;i|m(II=Evf5S)gw`$3C&&!b3>gKe@NYH!Y>8QzIqFkd{7;Dypze0J#Ho?y$$Cz8qdJ9QqXKuo){`4sQ=E&6aJ?A{IcycG&K6x$k=+)q z#J?br%K_QXF{mF14z-Ik>_;>$(JqwH>n0Xcv%qV0*B2qcPrxw&AUMxra}Dfa@ecV&ES|CsG{ceqY{G zymTBFc89_^Dbf?udW{lF(!Kq3K&er6@`vCx7zQU0#C&j47n_CoMY}+X;O!tpFXKC~ z0@mSeGR_sK>cfXx&;v8J#n74S%i$_^jmBh{n-4|yn7tkISdb)LIKbJgKlpl3yrTr? zoV|+hf!EgEpQcWlpNMp;uo58=Fg^b0SQ&mDjiy&h`3>(%^tM-fRm>oZVv|6INBc_l zn?`kyp3`9}AXo4QCN{j-!QQkM;$&cB`;VSAdcyFiBL6;HdnR%rTnO`a0@u{)UPD0b zEazY11w}hv&C^htY@<^Q-Yus6{sl+If^uudDRngbwmI0L51N`K9;=;DL-)0EzkmE4 zbm64*rMVpy4WIo|zk6N^zR%3unWqI!oB<<8?4d3idAZu5pt{alxEb>1% z_gPAII7aN_9bgMtNDr3?O{1V1CAE(%5lykHP=Hx#E80chZWV_~Mp>(9!=5{#LRM+F z@7NFxm#(m433V#m{MZ269SoSJsLFpkVh#7$Msb@B{63q-BZJDltksc$I9*+C`nL;| zT4SMvmV^E}YY{@%HryX;0odS)v;WZ>UhyE;42wn5aBlgf&zioO)I;%F`w}!oqg&Da zZckXCc>Wr?RH6GPmD42We5sV2(biztM3l;Z^r>^oijKrrKcp5H_jS>L=~29FQ|%#R zV6iGN8IUd=M01R4%5P>9a)0*vMdV)1cGU1Hzrx)=awE7=m@%$~{p8GJ$QO=@q-Bi} zPig%TcVI|aI$&)ad10i+l;B~b_1S7{S~UC9c?)n+&IPyAWb}I-U~F1i-dI>g^f4>~S(p)mm{Dv+()D@!5z3QxV_(UWtc;OY(k9wI^Q4}sh3z}rms>g?Atg!Wqz)OIaoWw1gmb++ zF4{MUEb_*q2o5OtUM6;fiy8%QQUz;wkYz~UwIjf>km^V3v~<{uYAE$n%?)Y_y$)BY zhg3y>fEAhl`$(A+UxoovsmoloJ9uwkmoh0yO>7mp#s}qsF|-;|fUA3DM{l3LRfE?$ zw~^^D=v{`9*iEL4KnN*z`o;8$kts#bmnnBM6{srz-N-73TF=PFh*S~# z!cKA7zaWE-v08CB&Rtc5I{PNvp1CyLVJjLtjZM zs>&00#inpBZuni87+b|xt!oBH;DCWdq)FdYaA9Yrlm=~>^v3TzIDl(hgcjj#)tX4O zIEoynbQHqOCzhPBE^h*0X^V3BR3G51S%Wwt;_J9eJX!%oN0f}0T@snm--u##75=LP zXlX=2FUkbWmjsG*HNwdz5BPt>PcNGYdXgX0ro7C`lEGZ~`J0^zp)R<3$n9kfxcNbu z{Lvt_TE%xB4_9ffqIf$YB)gpszr$(U8t*;ELXv2KZqf?1-|lDe|1 zxFh|dU&3a^#B%*@dWd1i)O66ka9yI^LtD?of9Fn_pD3Rg4O7|*#Z(*xwR{2d()zU(0D=a*BRWxK5n2RyVIaap&ZB4X%Gns-q z9CWd8{&r;n`6aH=-ZO*NP!^(@3k*s-?J5^}+f`xfz;ygt(_$BQVq}^<){HeEh{PU* zlp=8a%(Q8iylCW0t^SrGhPR&~=+C;7u(fio4Or6d0Z_=5wtQM}I#gImy!rklqpk|) zvQ%Ld+0rur%=7{#KN|dD#bn^!yZp?7?Y2wJ1ABnxUAtQsLl0nRE8`D7rRMU4lSKH& z3p!FZ@!4&QqbMSW=9*pXd574mGk-y)R%4fQ;OF{m-^^v369eiV)qlzI3QnzPfCZ4H zDM7?rr6m-7LJxpDNQJ-5O=3ykcW=L(@Dxf{ zc$uoe+{Y0Ut!eo7oYGs#k&!bO8Kd;1xC6i1vV3@f=udUJ+0+mcQ!bzrE!@=G6_@Sv zq`6|%u-t2IakYqH2QurXK++?Antn{YKH?WS_UiNV(ekm|WwqO^J-M#5!}yrGFdQ9XM!&G7%+jjF7$fq&q4 z`ZD1`Nz~zOi|6qJyx?RQj#4VOCz$elFaAr<3Xp{fsi%P(S&cUAz&Hf;j8OyAZr!R; z9b(%k?_u?Q$O5=mpZ@y1Quu8^O6vkSapq&7IG&^fL`QiVWV4v|FcYx4wI>3vjWE1q z{iEJPsVa+FyC(@q!=O{DNJ}1=T{|YVHSToM|ZE( zv$R1`rUQVjM403_=kT+E;Eh=SaAhVnAdSZgweauoah;Hf7Sd@j{Kv$M`mLpNNB}cC zpSn`S3Q4G$3f-|>`>KYMFyO2ri-UZPpG!_4k}+mBuxx6rx~@ z=&?|+HF*nYTsWJ31_nm_a%~w;MAZcxIRRX>{f~wy-`-)WqzmW|MS;lI9d>0TI$C8x z$#c=!{|D^~(f1Q{mh;-H^LgURrA6clz7*q==3FS0BHKcsVqH+YO%G&+FpWJ+&A&cFgno*iG_66rZD z_$>3OuSs&Yw-k_FzWOLap>tx`j0PVM8odmF&ATk!7azj5f3q0@3g8!X=Xi?8AfMhn zrJ@^HY_x!r2^b0Y1K7rPChOg1aPyWDozPeTI+FV0wzyA^dC!r3%V1BU;~D+tX>L!X zkJ$6;4xuGw4Xs<0lHX0KtsJBXGJHEgK52#`N-#=@aX&UOB|=W^JA9D7{)wCk5VEsa z_7f2GKC<$Y87hFU7aQVIzE%Mt!n+WW0*r5$U?xQNwnpUx?@Ei?e(yq%_RywPtwy~x zAOIg4Cm>ClU%~ULgNXP}YKX~O_io*LTTsUusArW$NfES!m%yWB^KH{kShBIN*A9A@ zUXQ=^1kh$2l^RiNY0S?4`m*sA2}){#1kn@ouqeTJv(G*f8Q#Jcb=3L(+7b8bUo)N_eaWptJzKEnLO{oJOq{kvuL&o%g84=c6+fl3ufVl zkH8u@pc@`8a>DHWNDirxKnTaMVBoAoC#b|X6S;7qc|=)uZ( z>U-3FsZa;{j&`j~s5m3Qhun>!anLDeWfxXyuemNTRd4vu1x5`*lA{_!toXFC=TziL zW)boE&4zAGf%y9WadhqRO#S~~Nxp^To?ENja!+pMHeHY;m5}Qy$z^8AZ5Zp~5@I2Q zm~t(*+&1^+9&*3WWo+)(&2{YZ`JI0MdCbFX=W)*K{d&Egw=s2Lbe_ED6L$dM-ChCF ztaGtRdFzG*7zTK*Gr54bT0Sy~@C_UpK>AT2J+=nxjhaJ40n@DA7$-~)Qp52kHMzr) zre07+$GB4W!~XuqrVSfYbP~v2*12V015-5fQ{7>Qif-(d-Yln}!Zwjq?>W?&f0=LH z<|vKWgP{Tptr|6Tnw()ATCnN7Hk8SLqOEoSDr_$*^6gCd=wdD$%EXk3bwKa@LF*ytr<=?1R z@lHzY3F9^;Hu>k7;E=p&ScwUJ#u*4yqE)o0l60l1eGwvat!Qt4vtsw!ueJFRFQ;x| z^!{+nq!qnluTJBDHz=s~7=i*eIw-@pk24i-lCF z|GE%K48p5#zK^wA%3`jCEF5SY8(uzAsUk7&x{>gee(&_RO$$8wC&T;LdGum3O*~1p zCuqUn#uqL40k;hQ?Ucl9{QKz1A;vA|;-hR>?7O^c*^9gnO zZ+SS2FS;yu^*=UlO;uqgrnymqijSx_6aCx=|G9P+VkaJwEqk5+@;H{+0AMZ08h`zO z^*s232aXU`DrU(J(%KVS#lP|5x>EpnC+qZg*_V+_sKaUZ{T9dHaz7_phcMRme|IOQ#ZnLNrCv7sTBbpIx(6}77{go`!Wp7)Ez@7slb7F<@##H)J)4D(`L-|513e9HnJ zIBeLg-_*{u^37=Na8AMStyOCxqu8;b=SMRHs&>famw)c&9XOk>hi*7N?e3Zv7C^CZ zhmJ2|Kiu!=1}UO=*nFtS%QR>)!ty@M{`dJawW;3@^Tb}fszdh7Tq%BxUZ+z!T+_2x zg7D#9qZY~JTcaf~$xy3Ze;_!b!OX-M-5lh#bx7U@y7Iun(Ep()Ch!e%tggyq?QYhX zbBv4b`*3#F0A5Jr&r^kq*fEvwBO6V-r!H{9$xiWktU(NxH(WMZybkjoEd12?QS*L# zh}f3;plKcFx0vP-)x{y8=@p-fw)<6P{o|K1Ef9)r-M!FtkXSvedify!{ow|O_>K# zu<=~zFy@SAUj#^U_nN_RhWVIM&X5M+m$Zo!d-+W|s!FhH(zK(S9`i1rZ9U$!hb>5T z-8qDWIScGOREkv^#SwI~_avnNLe)A8RF812vd!EMbdJiF$-%~%F9*C}ZjWE@3Dsp- zQL4s1uv8G;52$@%jO#xU(MygEDK-iHKr*-Q7{3NhZ8k!w76R-Y%c04uBI~nIBU)Gbhfyyot8DBtGQmpoQ9@~n-AwFPqyjQ zZzx5WTJMuL6crPzD^98J@cY!wywL|c(I9i56K=T#6eIj0hYKi?bdlLLmL}PU7HkvQ z8h{n{x6vu`zWdl=;^vlM<1DG+Dkv6^`eskk-Wv^Rp0(kXsku_en=f@}le*fdItH@N z@Lk)uKXjK!|8Os>(tY_()|sv5MnS3(?xSzUBgfOb_LI{cN}12@^s*oKt_cqj(2feb zV!$-`AG8TJ?kBT%I)$I^b|kzQvHT=(BS*C4KdQp zw5MXq^BmkJe|dt|XU_MNCM3jUlX$lbnbV&Q54NJ&=Ed9gNsmD=N~>J_dzAFNSI3JR zD-XL%l}f^^be(Hn#lXH#n`QXi%N9X@cpsQU#)fP@d=IY!>JNa!sN4HLd=n46coFCmr<7Up$n*Bg z_kgL9H_F-Xf?63Z>9sb9?!IVa1gDzK-cD(J&gun;Y)BJYgfaZjQ$r?~D(NF6wMm85 zx1k5UieAmmQz+fW>|`AUbITQIt+AcBtzVN)OtW~cE%i9WPQx6S zzLWzOBPsdK2A~?c>${iKl$P|NbI#iD8CD^AUo&cCgr8$*3qe--t!Q+k#K0pSUD7x; z5B&~gLVG{A2D^XiF(}muaY6v+Wp*WtSD=B}te1`&Q3UsFGYJQf@dW!A^n`PVj{~Cu z*Jd6v|43`Yl`aKH5A>m85HW@pH7P6^!>7k7*UZb`Bg)x!{(k`@l_B%q(u80IbAIpN zvEnBfy@~^P7v6}pt>)5+$yS!=*q$WVK_pZQKjK>qx4_#^nm_L%DOw86tDlj!aX~J9 znrm{p%)b0RXP@bwi;6D3^GbiU(WIE|G#-2ay?<_4(Msb{Y1(*&TJB$-tAW3iq6a&e z3oMx|-d4<{NNcAH{TVH@?;##$@2DOqJo+o~A`V9%F#K@UTGQIHGGuXT;{e!vJz8;6 z7~Z&4SAV;IcV*r;YU!|k6z#S5r2lPAKq=AZAW~=#)P`q+Ah^hoI80m6XS=13dy>yL z>2_n1<+3|31D&mu52T)?so^Gm0%f+rc`h%BV$nWxjha_V;sMy-_Zr(%L@AGJv9ZWO zLfN~~qbKNY>A!I|y6%wXQ^u{b(1S2jgy}GB34C7u9|LR-{ge+u{hTxjI1zAJus+!_S=+JIA zCmRAj@Yl~CY^q=OD%Qu*#4mSM>-Eiv)R$H9Vi&iui&KCYqKl~c3dDtSw>X1hO6E@%41U5@#`&#eFiTp(7WQ;JY7G!$R*mv?eOKRJmxf!io{mohBlQo zQD>KDloB3^&X4*Ujd%$O`iPmo`nddc>3`jQ`p^ckj_60@P0+a(ch4*Z6UlEA{Bdm7 zfk$Wb-PnJ~r*if`7)X3AveM&S>_>J#$M;qjZ=4crTEM(EG}{$gsP5`^mSi4 zI~6~p9v=h>wkZ>%r}--P74a!8sQ|bqv!5rt(PwX2w!L(ST9|2QF+sCrgbV*;yT9gS zl!e%8DL%m?w@xJ&n8bGuHp-7%bR1x(?DB!t#_>|S3R(1=`;j zs;Yj7syEMQ#?OB~HhT5>#FsrQyZNUT5p<{M-UYK8uZgaysQLueWT4wZR@hkZ#x|bz zuzR;+4H9Fhe)r(NeU3m|y4yghD?FBwUP9sn$~rdb=;IEGtfa$I5^DTC8HO!NaRUA7uQz*!Xhd4TewcU;L`tu}sNQBhV|4<1ERV*7 z0Wb_LJb_5oH?yWRWc-OZ{#{@7L9o?yoj*eml}-!Vm}KZ;%b7m2=m_vBUm}}cd0W?Y8{NOib-D@uQw zy2_!%f2Y&>w~HQ#RH}pv&)K;W$bN0FbXawg{(DA=GSCfI~J|4T#^g-f=GPjOkI4Z;TsT3C6Bq5t`R9{k-ek+m^?1m@EVl4~ zcsTkVJNxA1q}7Fv342AL=dv%QFTOb+9%DStx}q@j>dom7XZgh8J@o)#}$I0_L2#edie)`EGumUN6>)zfmRVWFUfmng>ycT~F$ zA!qS)bH-~_f09rk1MC*-o}yOAC|<@6n6B*X-qn*=sLI&&#?XYI#`qOC{CX7|Bm%Cr zDGgRxN%Y|bWbUJ{Pn7f5g}y9h55H3vi?1aE6Q0nP&$$_6g)Sf+Q%6w>Fz8DDj9LLU z>mHg=V4wNpGoUfH0DL^9EFiQT4NvBlOf_(e$J+b<4txzdatGMA%4`Zd(!`bnR3tO4 zq{YA3H=mV?T2{6>2Cp>V1$>VS`9Tk=LBR{=c-kJDjZ51a=Kue!*gNgrkMcSvqBii| ziegzAst5H=|1aMN0K!?9{C@zpTj7QhBY*y`0_bRo2+3IkRH2P7b&lq&tsIa}Q`M4* zx9WfKLc7bl;iO|--vM?^h^l!BfPGA8*-}Z50T9eUg@T8U`XXRG#H{ap*q}x8msM()Z-!2aIVBBP8 z?pbgl?Wz9gIgo%`rhfl!&-2C6jz^Ul&x8M5O3IE4Nl!KOdq7nDby(Za*{j4m6n$G- zjZ8yp))divTE(vW4ey5B{B!JJhTmpKROn6l&-mUzy?)MGh7gt2Kso5Ji_LtO40k0> zYtuPxB1n1>xTGidc_3n=|>{>DY|bcIc*JE#)xAY-kg<5FGP^dveswj4RUk9DAX${$=*> zAJ~1ocYIThPA8w`&Xz>BFxD)MDS!#a-VfaK&1vZQ)_-i~Dx+`oK9{K4NCtowp-#h}%4U&`cQ#l(K?;nsv|NL4 z^b9W32NR1Bk>!C>=H5PGMHx5)`eJULo6u0@?fLKquG%3ct_`e4O9^bVQV?3YQRe0u zu-JITe{7#H|1|$uV+E6;J$Nz5;}31KG_MvR-HrN(Id|{}gEKZZu5@KqzkA@KTr)F> zdOERolr*@2+LqWbJP*x=Y1u$F^T8C^lG@1(F(PP(00GJo-D2W^oLgjBgg<3)@phZB z*7A0>7k*k6J4e%`dX2Rd9ALOZFW8$%lsxI2TT40(7R=%jJMHRF30`LaXQ$`d(0UT8 zoVM10+7&Ljb(hlj!BdkigYVZ2mUV$7FLshxy!**@b(j5ZubxX4wGB{IA#Oe3GL@*iPxqd3eYZV-861ws(PwJ1 zc(GG2vj~kz{x^uDS&x73W^u%7gAXi5tBQv}ZI8+5rM*%a8l4(>mjmdjK*=`Gh@ zO420P<^kb!E9NZg3{sS0($Xy%@NjS!Bv^=eZ#QTqr8ec*qIlz2qI~t|dz+4vb~nZ0 ze~KY4tUfUJR^tVv;i!QIVgoK~x|tioKXc@)erH1w{{`5St1GC%558vpQEURw=2-LD zG9J?m-oqI&BJclWle^5mGpPE3C7*mH(e}xVN!|5i$sCqG_-=(@ocaTKo5OIGtC^2DAi<~ z)GHgKmx?$VU|&Vmx4%EEv@z_VrM+))i9g2AlPYpP>xyXUFC^IA(}0r}4eb%+v3b(LmYu z06VhbN#*!)2NRXnFPFI*g!UVU4r;96R$1H=@u5bRRUSfyR%2cUfV)qjS&7@SB}>-M zT{lR%A3U1wUNF8Y7CBM5GRj){k8Pv{%KoQk2jyqPX7@iq1CtrMv5F6(uxh0`qbE2@ zWQ>=Huan3qabfFa3&6~6^V16Dpcdv9sz$0}DF&`ls9m|N(>h4Eb}M$!)v+Ag@62qk zk^k6i9`BY$K=@?h95c_3$iOD7J{tENpeBO$?0LgbLM3t#xjB4{97MH9%(=4;SW*P| zvAH2!Y`U?)AV6I7*jHBJo@lDu(#%`^4R~ObM(vmV_6ilJZJ!X{NI2r?^o|91d5o`2#@^Qhur7}~Gvrjb*zPHNhzsef+p#`j zkD62d#X2C^{0rsg#rYnVmLfHCAs%VIcK7r3!}zDijkME}6Dt)4TZRFItgNDp9Qst7Ho3H0NJY^L8Eu3jMre{hwxY~@Nlr?H7emx~Eru^v?b1MZ5 zaF&B!rqHji^32uQi~q+K3#n*C&wu}>PWyS}{2O3RYpJfRIcg=+bym_;>TwCc`n|#- zr`__oht3e+*C6-Ck?qj$2S2U_^PXKB(^7|PZQm7=Bu^(v!)8A>bu`FDDsO3`1!BxL zd?4Fl{MWWOkAMB>jB8*EX*S?Rz@MqoO+)*n;-dY4gApsF1UiY7FB@Zt!S|7q3HA%4 zuWObXGLSz2d?y3D>4*Loiu(%?qCdNDaheeL0_d0!*;{--^t|O7V2uOd$R+m*Qbz@RL>PwG8*&n3!+UCTbQKmRfoQn|H0q=j0-7NSm~bbTNq=>LuXi3V9w zZ#*D-`5Es4e1beUmwh2g-?fbmHU0p@On76kQpQYCF2ONV_LG?@vPqM=_HBu+_~}&` zvoHuezU1_Uw}KJOOe#4!>)%E_)(z_dx^i4qD9WB@tu3%QhP3*ORAt}UEjDjsKbK*dSvnP2Hl9An<;%xw{w<6uaGH0HG>34CSz99aey7mCqxAl{!rwXhX z4flM&IkOYm2Cnq`Vw+1t34Xf0I;f$;j6r^TE6sl88k=wS17>olzI$hCqbMTUvJ*JD zwRUz_SS7}#(HCM!(JlMIydOi=D&ipV$r@@U;tSx{&j4xL6U5Md`oP_eY}UYxI_@_8 z=Z<3m=-}@Lz_hbPa?;w|bHl4?uH>puUF(MZUeb!hpSdr)DF^LXn}J*)7!G+O|5t1} zY%xUxq%s0ObSrd-jKsU~PO6%HxQ`KE-wWfv8ip58^F-mr$58I{r=e31JRX`rNxYF_ zl`c=pr*DYGX&q>-2KRG<f&1Mrsn~UxtJUO=O`+MdV97Bp-2b$-7PgnmnYF-O zq8RK9BbC0#b0Zz$)6Z)^x>B@HgQ6|9x8EHCLh*2KydF6OdIR`dvkahpc6y2eKD8V(y-N2p zAXhN{mmEmwDtPAd z*NAU{G~0ZjNqLERCji(L;##Drx0(VdMyQ`qoimlORq%~VJ4HS9Wk2r>oTaJ>TvjR4 z^#V&G(#fbMUO}WWm78FlQbe;iN_kuza!K;$m@js}SW$zoKE4jSfPRj(ZFHgc9271Q z#eXLvlF!{mS2X2J)&oTo7FsYcG7vkIZ<5Tt`l3|H-{G?%#;wP ze|v?cH$;OkHTsTrgjsfoCDOt*Asf%h8(P>8@wa2&{%%LC%v4|aQ1<>~{7m^~+{Rs3 zCDY!k_bu)MnBLq$$?7!nHt%8J4#SVnL~d_1IMtY=NzrcEq&f|Xg=G@ zKfvy%+%wPDz<#oiPqA!lD?ZXP$;(Oh6dOxm@eD8AgKevxJ(mV`q&j_rkj(6TP8uY1(38fJ`T@fxngdFw^P-DJ{+C6{(?7RHtS+%GL*^ z;z4D@D666cTvCoTkzHw}&VMS~UmT~*hTPEvD$j;gYi&df*_vt+Q5F0^dwhmaRrKea z*NMW|af7NUntyW$>Z}NEwJUySOx&S;D9Bd}w$fD;N_~4({ zrwn`w{#e}DvJjK}z->AVTGI7FX#+fOM;XGVyEhZSg{vMHT=fRR3`NzJ_it*5!^Nda zC-VXJ@oH<(`LuoVL4ZRZioA`oI4HCdShVOk93EW@L*q9&x3jp;(#%ZUr>cs(d{+Xz z!~o(AN6*A+USthsdChB^5wel(TLCs@v_oX3z+} zU6tT5F+PLnn>}bfNvMmAVjQPzt&J4R0<{I&$}kY8o80p{v|yfWFyNo;paUz~iU*uF z?$mUW08kXe#`e8w@+4B{=kz9)66W@&;1Bs>K({h!7_#PMA&wLqRhqLn3jiMI<_Xb8 z=oimtW4?5NQkvo9K7pD&UiKnf%HG(4(XX;a->*vd;Y+;xQDu5^0yyK3d$9F`Pm!pY z$dWz$`^;;U(l)4~n`4Pm4QTVySII_d!{0 zMPmi+2TG`|xK&xO3_M=MZoEvqTK*rKUtwoeu?| zdmqbNiJMo)`ibRoZA1ZvB?aA@0d5yV4k6N;YZ*FzEWG~D4(~!fudb-qT|X-vZpYtl zg!0fO`3|n0e9Bvt8gN=DK=XcQpIlnfMNZ6I*6EahWF3>ptt!}~#hLDV72$bxwJ8gC z9@_ZaA+8sPD$xMY8nY2d54nRa)kn9W&m;=+8+UI{8Z#PqWn=;+kg+)bMb^62F5qKF z#aY&jDdAoFB7LTMNM;jfp^xm;l}3RpU5I^jy3*p$^H8_(JN7gMP&k;^7asvWUA(J! z@x)k9RFzpJy`l$4L#?ER0NuIkB1<-l_tCH)lO4bqTWsO3ZW?Ib6|K8vZ6aO#*T&{= zL$*Rj>=+mtk;-o&i8RGgEn?t9#v&`ycINf_-`y_0lRX#XeN!7bmyRKe*N!zXZc{V* z+WQE)cWCgr;6Gz6)+zUkU-i)IYQ8%Tna5FY;}1p+SvtUOWwNkED~KN{)?aBp8WfV3 zSa3nPyK4q1lhNRqE|c~~?^q@AjK>4kJk9v9kFf*42&@k~SV?^z=g<5y9F)a`@HSMD zy1=qRWcQrOD8Ln9`#y2zWt)4`BH@#AiPwcD@{1yXwx@LDQXU1{^xIGw9Q!MCD`D{M z*VwL;$M#EhnjhLfp#>QYZf^OVOPfteR@8W4pHBsYk^&t@WhvbX$q5@7F%<^duV0&L z9+}WDg!Tqmw1dYF+U>emgdeQw82|8op(#W4#I6r&{_GJC`C?}#7|wMpB2&l{_R=El zF597bmEs@K59X#;jTA?VKh_th@%%f(Z5Z}twX8Q`~1i?dYfcpPV~_&5@`Jfz?f-q60bY2+piHELk1Hp+t55&7OLHZvXD5l z;*A}xjmet~e6Sy~f(&@>fQ0Ig&C${PtLMe*@RW}aau@K?yB~Y@P^lz-q(Xy|%CEuX>?rI0{f;Zwr(WEES6!@*zWFc}0^Ky4ytIG| zVRse^$22#H+#jlXqS<3Ww765O`M+6&_2!i;(%ZzvdvP6$c5FMs6t9dh*)?1LgW(sT zZb9uZ4K-n&s$o_mY<>x#3p6;^O=d(@Sr}A3f@SmV?E}r)1|Y&3;z9cBw_n?8|npTrzl`l>VGOu&_pClet)WfAA95uR@i37ecmxIIUaF zK<`z_rAw0?lA}h%$PRW9ATgTauwop|-vV;e4LhU#tD-XT4sC^Q=q_#aDVE$>`W!^z zs-Cyo>ElUkoxT&VSt^`P6gSN4gjj50Vt>C!n@Z$phE-0~@47*dF>cd#6Exi}=d z^D7I<(191Q98PADrX`kY9TQyedq$ZePqEt7!&c4l+=bcSdtKaZ?yOV%_b#WU=g<`v z*}6bn`Nd26&mRu`lT5tF0Hdg4X(5XjpPeuhe9jeHTUC!s6HMlc2^4;kXKeK%;kw8I zkc#aBsI~L>`Y1ShWtvM;Rb;rvq`0mxt^!*befhaXo!C!Cp{4VZ=YtdH3@V-VhV~i5 zb)n|N#~1@`bX5j4<+1&<*@;Isp7O!Vj{yjUBqOG19R|cA#rhjupO+A0W~a>dH9`NR zjlxeOFs5&NwQUiF4=2QM-OcH5A*z6|hjMR>!w)sy(awMF+nv!>Nr~@WeEx@7Ib1bQ zRJPjRfYm~!CERt?1$IL6?qhB^I97V}&z|jSxxQCgjPd{+w_fH`(7&k&#krYW%0cV< z$8{-|74<_->hpo#|LaKWSeh4ZC#LuzlfIMb`XPY;yJSzfqm3xI8p=*ti2P6qXG1hA zgYQOk^_ttWtp{Qj_@M);HKus<{4U5+0TtmTpr@UBc2kGqtmJQ<`3U7-rND=IAgqXI(p zt7~D?Q2TqNQ{p3$toMduTK$QEoZamJ2=~p#(D{;=(F;RwKR)ozKdE%%IJY?)Y~>Zu zjm0-Q5*q=#cHHitboxtT`5|!ME-Tsw-C(~B4BUPH{@N%HP0N@BNGN!~)8SZwz?O}} zGe{-beY%cb)ywe+Kj)O81YNAVnm?1pl_r>IGAGVqnro31F%q9bn=cj~@P$1ed@)k# zC}(8>&fN>M0X5@^)&;vS9?nkdEqzVFvXae}DZj&)fCdL@c;4y<@(c}JG<6?t zAcnZ^qJXcjEZ0Ia9A{q?^#H-Z;l7fNOBB}+2GWSrh!L^t8Xys;n>Jhi0p1Knr?nFb zLx5kOI43Lo##zco+$uUYeDYiD$xQ&W=zP!EO8QPFof z14?DJzh3xFiEjb~6$RJuy)6NxK*gw@BL&}@l6g9MP*ju0#PpqNrF+mjx5?&+3`0 zMHBNjy|1%T?hcBIiYJ>+JbjZvP#zaxG_k*b>A6Y#12>T|MfjTyu1n1Vw!rU9t z6#ed)Qr49xFXVMX*G%n%&NbheqAgks71uoGB+JZUU0j{frGUdxb4vA8$@$ums;`Z= zCLKl7dt+^F-#Ty>7{w+ zMH!~mE(Di?;!O9v<j`JjVp*%B_PfCbBhSEc0?Uf5BULZ7=%PCHU(hS0^rMX;!EHduMe;{b}~abAG<`lI|VfEZ)+_>!F=db6f9pLJr;-h%@X_ z{GC5LB;L`V45=2g`WEi?)hI8%j5F^_4|T)`FVd?hywQ3WNtjbTf}ygMnTEOcL`A+~ z&rCjf$2zR=Ie5K}%^0C?Bc2>$O`6d+Yx7SWZ_(Pvn%_5bNm(HKOmqkWSn;9NSOC=~ zlh)T3D$V>>vR>&ZJmffB?CTobI>1nSR=DP5%q$Z%%?z|fJa+672@pIs8!Avsacum# zji~Kz7t6VRsJttBAv{OiVkYfr)Ae0r<;?NY7XzD&i$3}HSiD0Fo4g5%iu2ggJKL}c zz3iK86BVvjoc^nG^(K_bM>Lcqh9PUm+1kgAa#L*hG@_?6igJHE*^t;Hu`vT2=7`6& zqQ2!{-9`U%V)#?H^RhjP(PrtJ^`f_$cW_2d1fbgUv)_$%d zwrT=*yvLh#XTz$RHLsA4+WNV&fwZ5y^K?S>w|2u*MyEF!y5|X~d%Q;6*b~C!-B>Td zYAnC!Q^!96k8S3yLz{0;fOl{D;9Jo`C2HS!ZrtK7TXB2Ga($?w4A16P&|=m>h-GktFon@L`l2Gl8L~<;^N28I;t; zA;=rWjxv$0TM?X(O;u1Y0&H|sV3;=DR>w*E%7iL5@7l8DA>ojUP@IE^`Gl0Z5{qh*2lF&^9PUt6k#YQ+KMJgH(U82Jyrbd z=Q!l+EHe8tUYQNL%tu->KWh7j9p({A4%3;yj}wJyRkUUzG9)`Y>ewHe83BnNhkaqNe^)@JC=mu4U=tm@UnV$W1@|M7i5 zA=q1yyZ8si+at&7aU4y}WvGrR^IM!@^@BM|$%?q{x-tG<%Wc49RPH)c(b%}2WrwOE?&pKgv8ic zeSKsCbD^rdh|(55v}ef&aW6+!}S#a&oi z%S)4ko-*J@`m(>8pkD6)@AG1Te#lO_b4YU*Q;F)}(Vn$fUn`)6b#rH4u0j9lFY1^{ z@Y&A6c#pga-Q3%rNb%ZgaH9VpPAoTy3|EERUw~;$a+%cBR$u;GW+b+mU_7}4v$FPJ z+#B@+24Vtvzq_8=UUp(1kPOs=)gteef5yxJGVX))#m_2>m;lLb3O zh65E##|W+c-6jO$x7+0ncHdfM!%I|4q{?#^^-58j6kWNWI*DY$w)fA%!bi-C92cgFZjplseV84aevkJP5FfNBUq| zG2D8fS@YNQKgnxtyn!11j?HG>3xT>WUblE=oMBGgXwu6p-c%Qg6Mk`#Fw@I8vyY2! zL~)O5&Y+9zUQDg%gt7T4ACuY<8f>9jl}HqCz1KKQq&dl6Hd*8Wnz67Qqw1RiW+S@* z2RBchlN~S?o7Xl%mC3RdTW8vk$|Bsrkyt;Ky0c}fGS*AIJG)(OK6x7U)!iq zrhfG>7{jjHYw@epegx%?;zo4L_I*IAks%SRD}z;dp(lq<3e=OSq{VmQlkWoR3thC+ z#T2iWc4aS=X6l(z1W2sJxwQsk`tS29^+QVEc1kt5u7fLKmn=vx(+DPL5AtFQ65r+| zz|k56W7w40jZb~~nkdv982{(W4de4+{9rM*)VWrDu-G=97sI|b8eq~UvNC(QIGP!c z)SruJ)V6Q@kL`;~?W5{ualEH6#DCjyZ) z{SZH4^DjuK8`KthAyr^~MxyRAILgx%z7!4gPtdJ`pH6OK3HF=JS=_JV7A=3%K^Z}w zS1#Bd6OU|o?(~!EFw`;Mk4+g{lV6Y7mZh=aDF+y;#?bfaKKer}VOg2+aBe<%T70gw z_4*%AURqJ*@bnI9EaT;q*6*wE6dJ17AzFs+S2KqS()!0kUzt&){M0QX{x4J(z&RZ1 zgL5MQp-WNWKqX!rA?hGNu_2pjr=X`1OGYW^Egz4hMeM864Ef2pum7L^YfZK5b|=ouR$?p0kV?HzplOopI!SNY-`PEp z95Inf=Cbj-D7E~cO{sk9=Kfl(y#3$U6eeLi7{UQ)^w1j&lR1G9%35pPZyjRTOIB~q zwd+h${$`1Y)S_wpK;znJHl`d7LQAq;VufS_J+ONl6x?E30%Vs-SP1syn**DSWs%1z z7LlE}WLQiC$zt|Vs3&hy01T1>^WdxO=LktXr%`9FlQ9Xnf^QdpM;vs7O4QlzS_rHq zzb-JaOHYmmZ@sfvfaHgsVPYH4o6m*_EBiQ5&xE6dzN(q?j3y72?8RDPYmaL!n1??8 z((yH;LvM-jL-3<5;gkMI&|XhK;LQ2 z`e56E8m=VGL-hAXShR0b>5JhdidB*SBO3Y6*j~D-W~(s4DOWOe$H3t*j*9O@-}9Nt z2arehC>LxE&6dh;!THwPnKbNf)4!g4@|K}!S8lz!Gv-T3JSqvw&_72jJdXgsNC9|) zLR(l+g-xtqUxb+42R;4ZIeCqcTleGE?#IzvueAC8x|>e6{Tv&k(tI_Ge7#h!AIQn< zXd((0%TPg)ej!?e_O`dRUlXcvpEs7vot;B{kIi5jx;BIaU88(>snQ3?i7q8E=2My<#966$*83-7CX9E|e;ZQS+E7W)fWkma+&W!PLS05Dl}@>HGTzb;D#acT%|4`2q& zQ-#H~AgX$`72p~LeC`r!3M$(v7O%1dJRSw?328FWFWc7$M7pvIqP9n5)-_f_Yr#OI z(Vqt(l$DPjT5Bs1TdE?6^u=$~E6NnJw!&>MIG2+u%dCMd)OZzGdo{{0hw@V5GUj-N zpqavH$~w)6Juok^F%=vS=jwo-fpsNTAbX!IWXy9a?`w3G;xw3E`8vPd3ez9JptX zUZ$Tp0lvKWOH-(~;?kSH9pWay(`du`>m*uF#eLNC5lTXbA>E56Y1S)=hSbZ62k}D3 z&C*R@JyanXK$1(00XCCI#+1#&LZmqDeGXD@1bL$Xd6jCA_|1Kw5aMBzrf6@%HdC0Q zlEqvEF7{iSZZLPfSpn@985iM~&f{ZAp_m(=+fpe~$vma^Ug6Y(a^$#tT{P=$5hIYo z*+x8jfwJ@_Q~`l&Jug2Dzo+9AMS}1{MUGw;y!Pf8=5N2%-dPQ!6BRHAZ@~QXA7etk zY0c49bj9`|Z}A{Mpd25xpO+g&g0tLMmug2V{eH>+uuyV`V;_IkIeejZ{apJTBnu+| zK$?@v&a*Ws4it0~CLFu=qglX-;-6IH5imDyidDU+JYXl{yrWHlSwfC6p3_A9D0RQZ zKv5va#?jp#6U$((;3%YgNKW(LvQz`>`a2VoaUVY7Hvna&7ov`&-Hs+ilV(CpZd6iF zWQyWY6%z;_a|5K=tFFI`SGJT2>G3;kUHJ9QA`mCRiLg@JR?Mtw3!m5ipUgXwl*ETg z@CPkXXp2VqfJd35;m)lY0WT=(gcN3smJt zh|ExvuqamXkLlyS9-PLp0f&z_O$pT<;P3~&kju04fdEA2QVgwTw0$Pifq5+Ln}*p! ziPpvrFYDdqi_(;exit7n5t2mSyigTT^ zFLd6-(3O3Y-vA`$i=Z9gVRrFo)_+F+p3mxb7@N%s(q{D-O6;dook<;$yFWB+>uumv@s@2h&^Z3=?(WEQWF{{`N z8!igxtB+O>II!Fb*`lx3LdJ!gM?q&p2M?epU%>F=3jw;g8+VFEL$+= zMtU|>Y-?S$&@Jc;uE1R^BEM*S9EQc&3RBNJH_BVgL}|&#=UPu!X>Az1BpgQG8PLLuz{wA~YeO{ie9T;p>Zm=f`Fq z)he$EA(-uddq2n9vWA669-Sb;`Jh_l14|u)2^oNLp#e|O1P&1NjxXpkCnw;*>VdBm z+2Hb~YPVTGQhiq$rI#UhKYh{U^kjm-#tu9QPdLReZcyECN;j`$h9S*iKf8Vb62a+- z4j7-&^s5y=?xHuyx?cqV{uUB})SrciL)cVQR15&H|FoMH$6~U@mrKS(twrE}Cfp%X zHU@3Itbb45iW(!umFBFD zX{C7}9uYQ!%}?v!ycywxmD2bT2^=GO_=cm`#|~FikH{Fi5*_@s#8^Y;tiB3K8$3Q0 zw;z-U9K9hwgu02eGtC^z;?U%t@&BNzgp%F8OjjOXKgqq9>y+d-1To(l-4s32-ZMoh% zkYJEBjkvj}EYOQ%?lt=@7=Qpx?Y%AHu{p4m&v{T79gOHuAtn7MA{TCTZgE@PtH zH!@?F&+pmy_wTf=y)Nf<&UxIVql%PL8jc3RI&g`9_iWlKjpo0IRHumAPTTQHbUU39 zZLEvoU$(0)>G+-Lu?0W zw(XXd`szwG`W4_Zv=^Iv9_0u5*gbeQ&KgRM2KK?~R9W2dUCpf^n1ACPhgErXRHfP7t=OPrn<^kh9zC5=HWqt|vvconKdHi~62FP=9 z*}6|4mo;yLpBbU&*V86--s__)1((1p*_q@I&;px6Fa49$^A-od7J{BGx(ZA}Sjuz3 zD8jnUGh0mT(4sX$5@m*SWmM#;60BF)z3I!@SE&zpvsK~=;`dynR@iCBc;^rKC-VGEuB8`u=nKr?fT(BL$=CXeT@!bqm1Kki=l9Zk`)v^ zxmab;Jz3V)w7|fYdSFoApPS7pZOF#Ym|>hRGU}*^)}F)pNX>qq2XO9E_?&EAy{!w? zqpj)gh~;BnvoGRBFL1E4>;ZzDMCv!Qms89JZw|)$A07sv#$Y_zNcy3nMrPm2-M{>n zX5)C+A7Xz@Nk@g}PS9ghw~&|3&H?ux_Q*VweJEzD{;;eY2q1%Mvpn}rvOpzZWQa%^8li$|&B1j47WS=4%1SFLN4zv@L{a&D|T2T3r5 ztNrPoovoVZ)6k^EXZg1;a(y{5cfKnc&*>xT;k%K{mY}0K{1?45$FD#n)vF57Jhq)) zy=666n;cUUk^{3+ve>j3s6KD?G;eWW6Ue_n8f=$~`@;nFAJH|IyOmeRT%M;%>k7 zn@#lH!Ngt*Hg3D%tpA~`Nj-F6(xK9e4mVG*p|U>+8%##6eQKHiT7jNSQTmZ7PX0X53>Qc2n94%?|&C z@?e!JkWJ81bf=H6G;P`sgH|T)EgQHP-!Y@?v>9~=nK_wC-b(K*2e*pw6 zO3wyh^`}lADH^{HJplXh@e84Q`o$DR`!SPesTH~=wije%UY+1sL1Y%sc11g=c9exQ z9u3(IycNQHP!+B6+&-|J+}24t`Y?z^Qn_;zzA4FpPXCGS%9ngt`#lYDXrg=3-OW~` z-16mrf2XDAKiI|49OAWvpUhHet?urbYx$v`TwnC}p})Zo!@cq+ zj4j5QcGPMp3a|KMUE+Fmr01!OAqPt#Ej}5=O0kP#ezJ&+tD7aeP&{6eUe36*!se#0 z&8zSMDPOi|yQG5Y$gkSE(bXbb^v~yha=dowSEp0bf4YXxBhct>0xt8b#Y7v;+2T1t z5G6t7>ezFyD=+ibPLE2jF{&~1+?%ljz2^3r`6=Z_ZbcPAVY5@UyONc zMzC%)0LiOgdhSQ&olmJB;>X!`F^>k$*sQO+yMrkxLf^QB0>%AJtYkkgb9lylu&-yg z$|t^lMA;YV7CmE8^Xam3+5W7qoyL?_e6KIEl^E&w1LgHF-bS@^X8{abUt}?FQFejv z1f-m_;*^xP^&Gj6j15Ocjl)h$=zYF&0whGZSC&sg53hgsc$ikG;CRkb>r|TBi~pkIB+D8eums`Z-VmNj@aWZo5hvy>fp3UwYPfC)T!uNgY#6mmYSftb;*rgF7WB*;lN1R?sUsrhp{@`4jmBjqU1NpH_)gbI^C!eHnz8QuR&?>`FVg)ENW*Aj2f^= z!;ZrS6=Y zZd?bp-GnPJ3quMY*>&YuBqD41EzJ4lmvf7X~LBsZW1+kxY(ac zP*lGl73NEr!gCm`F^r}TznF|31`jS#Cp}yniPyCJ#D~Gto;%P$FNx^{rj#OfAL3+U zyTPnP>1Ku18rEF+D#7eEX#VB9#mh_Fp+9mNTT6Vzg9hT|6XL<$ZWXqJL7yA0&bEk*T z%W?HgV~?O< z@k(Mvps)_i8Ltk{H@WQezsBuJ_U0RhRQ(5#hr65$xI4zIQV{mJp)+pD;OdYg#6#XX zK2d3x33D1lAAVBjBJtV3AkuX;`dH;aJo?Zw?Q;(~Wgi&y3@XI3TysoZsmkeo#-_5z z{OZq!&i7nj0ej5+7q3ui_4J9diIDQP8C^& zno&Ut6534Sb&k(OoPsyOSlu09!v zx8MNNoEn5rbJKw7Ka9lW&JZSGJB+ z#;*`&3m}1J_$(=s#2qjoVC?H7OT<^~Jozfpk=mRCuP1yJXN{)7&!>>#8oumK5!z8E z2c;9^wf|rkJbs&3+3$S{|9Rv6(n8ZapCXOEFv>xf`m~tUlI;tb((e~86|U{&ruS|4 zQg}EElTFqJCDQb%Nq7X!lWX%SpO}(6YjnLJW>ijrS?;Wdu&X;PJ%%-u+BpK{`b>v7 zw2!Si`*K;|Uanhh``dSK%E9T1n4gkg0sQZnG@orcXrtGV;$C%vRD4QpWdy@-!} z63*&c7Pgf+^sZq~7z@|le-L2s&N$E$%yG3=iQ!%UrQyOS zpJ99{!R>uqZP32j6n^icj&&b=d=xLf$m5T7>~}i>bH2 z*9jN^Zzjt1^(|scp0-&TSO0P$#i?fvJ6^a)4o< z#NkUk;4_h_lZj;aIb(_rPdP+D3n?HSI@F_-smySxaYj8N_G~?*hx%@A0qvglwxoPJ zfww?p(F~Ka(0=JO`h>&LsX&Rq^BjLk{E0oTprH{2)Y=toS!hX z>re$oG^f!4L}zIw5#o3HME(6$(wclpkqu``4=)^htK0->#`h&p`n^x|SoTS!H@Q(& z%;<8W$#|hZMBw|V&wrEG52>r9{`9Y^gXX+?tBxI?WI1k8X2IE$>o3A2`Vv#3Nbzxn z5A8%9sBVm=vhOLw@qTG#D2c+_ht}SUZ;s#AQHG`pk?Yi%2>1bI zwj#QVb|;6A~J5cs2&otIz!u_QCdLGjLs!e|rI^k1*MtK49q z*t*vz!DzRscfOx|N@_<&(L}F7W#WlDiujIqQ2=lx8Aa&6H3ohras^AV!sQNgWT<0$ zml zdqZA?{tF`4T_ctBtxm+AlD$7;_y*6fm*EQ}mPo`|a}G@<_8#=-L2;Te$>Qx||IL4# zBvnfjvo z56+jv%aihH$Pa4v%K`AAJ?WDbn~0t6>Lu-QS!=$Aeqi7)z-7*mwqAeR!@~OD7+wG4 zxZ=$*wfR~Wk9UCnXiQetBRvD1u5F_>)7NFjlFzDRY$serD)KoG#~VlD{Q#Erln< z>@HHtA+SH?a1s;IZW(yrOJDFa1^+>*>$wJ8IOMoz?hBW;ywfe8Z#)e(Rqh0Mp4`*Q z&C*c;))NH4RK?9M-dQ(cwTAY+fwtEW!eK14Yb8U(xz))E1i z(_0uVzZYYiPm8DfQ+Z742if{eIbUgs1WTlRe6yO&^1;F06fY z3q^VBFwerU4phdz@eE$ug1X)^peS6ZFE*1^#=&HRlyAoOma8 zgqkN{AL#=LJXa?sO}C43M7|%u zwg@G&%iO`fVNCh>3<>xY7u5XpPE)J;sjM_ZR46ZTK&mRP$UsjCc}X%~<1{{C*GtO{ z?h6gZ-HRt4Xv({~p33T<4ogK`v3DZb`Wz)K;WC3nDJEy?n(A`jXNV#izbzXm2y7^E zpaJm(NCuT$DDJFg8__QV(KE+=ejeXyM~hIB%g>bWZ-8X4xd&S(+Yplp3che96erbx z7PP*oW0d59_L<|Ard-1C#xcK<+@h)PCiA3WVp9>8Xz7v{0yNbu3b7;{zumYeP~PvU2a zQIg|4yvK>*T`3qp4T*z`iLr$^E3ea=zbDilzJzy|tl$=RufUaS|J)(-#jejLFG@aN zNaZ?$k8Z)t1?FP&k}#DYDqBiIPs?{F8VLw2Id3s;GPUV};EMpG-J0T!I$Jv$$d^-s zJ;CI!nx3*(_Y$&@z+&4jKdbKBlI^YB392Fj3mzH2T+D&V%{KxtiZ;jJxX4eLgzkKX zhWkM5G!8Zo`|e}?WWVp9|9ffrL~lL?h^7iEIZi*UUiZ^&vy}dnCNQ__E!`ay$XKj+ zsk;KLud!=6b-_Ye&=dcB&&JJVAU4Z_`M1hYR6J2C#~1*s>18EUFf&)Z<^%%boy`5v zfDCi2Nym|u1+~zkezUn8(Xm#3a%{OxunKdl>i;ghii3vTcA;5y&Lw+<`DJM7EuxJ* z8cej-ZAh^qg1Yc%?-t4Hqt=Xj68!J^jewU;%A#;kpoBRBMB?%lo&eS-yL(ix-MiP4 z^`T_#ldCytok^gaZ|=!D1ekNRoQw8F-nvGUHXpiraI9tcY#w=eW8P*>Cr}wvVlJG4 zDVq3NoS}bZOFD19Z`(`XQvCP(8WmuYkG>r8+=>$X1r|GVZcsLwWHVGdQB|>+!JT^i zN;j7f@-<7mDW85OiM3ctRv{YP8C6t#sG_Wb(ou6DPN~O!s8FVuT@X{e(8tty6E%B? zW3P)=OBh#&e)4tMXGSknKevA|!OB|yXxshjQQW2qwP)bF=!|~^mZJ3)7IloNPbngP z#IjT8^(=QXcaBWX9PO+BxUu24n@fnpBO0-LfzeM2eD1)HVBif2FLFdXy~v|Zlzm~O)+B1X z-MqQ|BW*PC*eievszHKKb-6Q+0cY|d_j?JDH-wF87>Q+xUn~YPOb*=u-x>u$kW7Uy zY^4#nPrkUPy})WPnRIXqVG-=EG^fuNhw zIP1qyIv=qM{aN$;=DyNf2J3;*gM81wz{B8czExqggi$%l?^cxqbVfTdfPHG5X_nk<5N(IN$gww4YpR!PR)gg>7^QXZ2DIMH*ZEmUKmV1 z3;+CZwWvOR-X?i(Xwm8AhMT9z;ymjZbePtM>tUyrZV*6i!@Oe)vwtE4(UME{@{w46qyC*QagXkgAZ4SCN9M43 zMm{mg&;?}b{;KcIT30~Gbp#xa5)1SXtVHz5^`^*Ph%tJ(LG+*0*deu@CBLE}Da?;! zTu-PsrJ!?Km$!aNrEeLfQ>x63$;h}D}6Oeylt5Y4tO_Mk=O4Xq!D_RJaZ$EIdJp%w5STnjp0Q0+S~z3ZcG zOIk~bb71dPy}GODPD-k>UHokFazK84k}(M$=`~k`+zftelA8MGt=HxZ+yqrowV=8h zs8cy+d^%(D@mJX5SYPPD>3E}NET_Z*zc!S_5ukaC6H+;(j{qbytP?H&hL3 zectAnOPH(Q?@50@k_x4tFoXGTXuVRLHkxg6BJ^QM7SuSxxx_w({W7%k#2$3C6Xi3_ zmrusY;WBkUGy9u0LV}~^qjIjhWymndgcVU%*$zTLTW1oNCA#+;BwKrORR?DLHjkFb zlG+plb>0fTA&f_^V^JCm3%!`Ol;|L59ZD3oID%>AM(*)Ef}N|kZr$mbc+{KchVR;~ zQ(l;Eu=80_iLW*nU5%kiJ6v{;UWXr8Had4tF*&(z{p(B2G~hc>Gfm@{5%e>p_WF;w zw>Jn!YeO&m_Sf2z8#65sSmvAi^>l*HHTxZ9fN>1TvClEUWo%hB;7mR?Tr^%(_*TL} zTBt6)cVN-l7ZCC7EZ>fxMI`XYLT=Zw){YMnHl4MbF8VKB5$k{sY5pxg0MCzipDq^S zWF~c|#B|Q6-aUQCcQ`ryXM)(}dCyFVvPFa2xd zPuFPk7%$7z{4X{Ka8IYUc3=7I6>2%g#j=5U01c+~^^^2Io3+7Le}9gC{hCV$O8~Hj znTJ2Of%pRW6}s||=sGukXo+m|uli%ZDHt+a=N|H58awbG&yG*&=TCGFl?r4tcNz0~ zOh@XcqqZxWsTwuwM#rB^m#w+osNULofPeVOX+{W(T<=JPl~(0{F)63MG8hocxZTBi z@|0um$dzE%fRejzauWVnP~xpBgK%*SH4W=cDD-?f;Fn~9c|*-lC`sFGKsRu&^7>Mo zc>dFUOIyA=^(*vBrvMAp2H&3rylc_Iv?}xlU?pZf_BuNmwK=d^S~>0&J~Ofuy}}pa z&;IZ~j&u&c+!=cm;c0Cxmc{BMt^Wghu9Y7?0Bd6rM~4!Ww!gB^#KB`&#RYtmuE+hn zm#1wV1#$H93@@?4m~g_=Mx*miZ)#NfnEyDG>kOseJE;G0G=a1q`5=FLigUgagi zshw5+*WFAoP{K|R=rWX$OZ|mTwV+do0h5Y1$8z`LWoRY!pA>FLiS2ZLFozvd%#OtV zmiMv~)j?Zhu0+nW<$_4Ttn1*J#R)=O13;f2r&fhtn*zPS!=H(Km>o;dzgIzKZm-NU z7yrkRSqyFxpMshbO%4CVm6yO`itw7Vm>2lr0jF3n25H#CHU;I`x!?f1mE9_OZc9Y( zOb}>p<uHsx`IKZXB428F@U6*z#(?oA%5cUME z9fa=U5xbtQ$ba+Ez)81CeX!vEqcID|Y9;Dg%vwxXn2$Cql@1imOsymoPxo=|Ce?m+ zjB%RA|M|UPGk7z9Sz-eM8R#BshGgq{RvL1AHOOxd*)FhZC(M4-t@ObSqB$JD#q*Oy zG4mDd)JCqpqaJI9dlcCdot%iKE+RD^=i8n>^K)@G6|SjyDx@eJZ54CN5XHqX_7s(p zWqr~=z2d9|oWVB)=o!E7fFl?E%I(oZ1E*+ zsbb1F8Hk8DCP?;g7M)}q>+2%jBdyOzUz)z1zP|~74;s_jDIdU+l3-$i1F?-Co5=9k z#>JLO=j&3N%k-id|MO-03{-ZkjHO<4{`8*VraY~I+G{$pWm1}5vXqZOTp1XFab2+z zNBU=Aw}fKZSn$5{J9Cw%Z|Yv^@L1CV9Xrpph2V$XnZ;~Ww5Gvl_uHh=3+?JhP=;w)*|ZG3pZm2dOJh# z2(mo~Gc|+uJyU=zdGPZ7-P?WV*y&vIF$62yA!PP!Lu861FtBhwZ)d?4^ z!8e|8OJ5vI&HX(sdgHTwiE};UkKQs;ig}ElMIl@r+(t;z?ZXdrvZ-snZfWacxEm!^ z->&&}IC$|aR^jH{8u>*XI5;<3L-xL35zoHaQZiwjWcfv3c?>889Ya1!m@q((cqo5Q zIDkaSp46XW@>bWoF$Nybw-_wW<0m^RHJ@?U=FbqpbJ8;4mK#@%3Q!q~`r@T0u4-pN z?xcNYCm#CdbY}PFq_7W{KM{x*36oX;nsK>DA=Z%aN*K`j{=C^BBLLgD4$SfPF$HCFZi4kz%XQUct?(scQ=iH_ zEQZ~227G_(Im=#035&$dchl>#XPRBE$8nFrTO>eQ682BFthahxUCHEcd3GdtUf1QH zKxz6aG6yDP$VPdwJg?PBaTzua(a=))q1C^Hgna&EMd8M@AXa(6u4=UTc_sPVNoc#MfOmzHyCEL|MDwqNUtn_I@ZJ<`oUwy(}9UN@<&5bg_cUWxb1}{MUSf$ zFi0W9_IY|ax~+pyGae^z5+Fe2Ypny?nEO=C6#w`0Z0>-gDc`J4%zFL}Sxh#%)iVk3 z{jygTTV1u^6=z(bz{#Lxjz#@Tr~~vU;QV4sk8-1wHcL_;dJ}bNRCu(mneXYO950UD zrmONioQN|y|3q4p8NwVC2d{O1PBs^?p)BG&@j{H7xurx?q@t^>^Et(2p|x-FjAok! zfi;5cvRTl^VK_ivGlp`j4W+3)o6M)`#w_3U)BULVcLh-ir`$|QfkgGy zf6`Y>=_wbNe}sgYf6A7$-|Zn?Xbin^RuZhEWEE5Ue>LGH?*FG2!MROXyIScZCBlkC z%g|#ChQ_T&)th+N=b!z$d#L=e)UHD?rJ$#pwRjurvpGH+^ELdYq(55(*Pf!e)2aQI zgFm{V zy-d5}!Id9J7>yt9$X$Szx@}P{V`Q!wYE4@c{T>Rmt->2d3HHQvFV=R0jw;Eu- zjBqX0Jr`PLk}p7Ib4jA@X8etYbD?)GJSrooUl)S@oUi5FgjT~sizm@td+1`NO+H>! zSV`7~-}TO>JN;e$zdv=jqet@O63Ed_9tB=|z8&MyD7BJC{_A{ExAmqzRsG_REcRBJ zV#9La(;yv@kF2r={mdJmok^dYc0o{q^XlYe)_(4}__2fJ>g03cw|Dfzf>%-+oIfz^ zm~a?Bm^)kZm)M|PSJX7Q5e+`w5j;`Ro5lRU}eeqGo{UVXiXh{6c>AcJTPG~BwKV)Stjl5 zfs<-CQ8=00rpJGL+O~BeI^JUHu{%vkza!%GTEoS($^k!o<9!4u7UB zWQ`(+99rzjgTESIDu&ov^b4ozKWKWrb`cKrX_M;Ev${O#Cj78^&PFW$;;2%AsSB1u zh)~Y&wE=l^JII5!;c3P_Nf`VCD}cWVdCsFcFUN?Qsz~!lp9@$ zbG34J&+lE z1?oYx;NfPQK!NA_$C;+Jh-&4Iv1b3nn8eNg2iTjeXoX>>d~rxqdp_T)2JDFQBprD@ zvsYwn%X`Q2`ZL*6kwN}jT)6Bn^e&3jmN^~xd^n@jVp{djQFiOy@MWelR0GeuUIi0$qc0|RPi z=jKBiNZKw-q^=*riBu4R>A?n@;~7g-?xyVgS=GQuN4?-#0x!=?-uHq?2qAsycC6)IvHKfpA zH(8U>7}p;Ky|?_g#PT9ko6YAj2{Yn!N%ESD?Wq1i=C$E9U3hR{a52E;4~q!Y8ND>w zIF?4FUYRLtlM7=JnKM{cA;6H~CqtxGzRu{e-pWz<(`m*0YqW9-sbh<%Odm{lWylSg zbEVr!MBh(w-rjSd-qAo#7?W>yY>A;@rJyc=h=GmAW>o&kQ9Z?|2VuHS`j48boorA)70@yGIAF6Lf5JC@qf} zil~d$q-S$V7ocB78YA8M6cEyL>D}~9=800f$K%;IFknRl&jk}jGX7Hi_+h*x)H<8~T7`>0@piK+Rj(>gg_vb7)WnL+t97=XcH|Z|HfhivuC1BPH*h97n zOc4H~^4C?ufE8U>G46qjDhhV!$kmh4BdkB~BXnwOSh+NRh5^dpbuu2&8gdui7gUVfSRb387Hti*&VlO}e1V3Nt{UT96r@Hgpq7gOE@&Ii2^d98AqcjQ-Hm&6!Gc)a zaj?N;7cT}xY8|%?If6w9hY9Wyf3JEl?ko=;a6U}pubSK&zx|%cL+1~a(Zj4=AFn)n zD4*(!bYT>2_deGH$59(Ng*(jEeOzJXGK}qS^zCplwVNbT8npH`hQWU_Zj1%^=m1px zX37)gwJ}?3B=1y5oARp2*7vSCLm^IFF}ig|$sz0&k_v0Ji8g&AKy&N0m9T=Ez1v}* z2HF|E)(2m8NO5ML{q_AoSdpwRsF`{4jFH<{#P6^>^M$2n?vLv7Jkq2b`0%8N9W;t$ ziy_G^Es3g?ALDdnufv1OxV~|~n#-3Ag*aAJCN{`X(Q!}4vjt_#)h=BP^X|UddE{Ed zDs&zYC|SKC^01Z&Hf4=@pDo}Mc`EfTScT|Ij`tkXl*n)@-cZ>o zldnk+d~MC4HSs2VgH{Nxh-A;7-inn;GuLr!-O+(=3C5i*_&+g{SEbM`p7XQV^l}vn zuqtb04zk`iht4HfgBY_hAl18NaSYzxWA4q%{mxV5*gcu_=j(G>*(#Z=w}XZpAu6%L zqO)Dk-ZiEo?jG2!ieK-_a7*#PQ3w_k%*oMP0>>OVS<7b&4k_(C-mbE=Rx{pzAZ`>xThL(KhwF?>D+zGli3k8%vyAliEA%hORx zQnn9j2kp;UZ>#;%+EeT7txtPcF4=PSeS~h;JSGM1u^|dJ+?APM2?xyQ`q0DH*}#}` z_0AQX=8UcFZdlyK$xTwA1^nqJyik3(iu3f&i$?;Z;Of;=#rv454nKhYnBR51)8bJnqSYyHsJ_7xCKJ#h(S+44# z_eud}s{f}Bt=cjEPd)T22YOc9PNDtV7mi$5<=S4)|X9S!lLk?DKbO%vVe9>EBCLFaE+6s|aIwaJNMonuaN$o`hdt z_sNM<9}w78QcPq#upW63$Mas%v#gN*@BJo#m~y11PSfG~DIe;qxy-h3hxwTH9zuM+px=A^&{$CNuz3<8h>c)=wgMZWM^#slHm{y4Q<)yv!Mmi{TzR#2wC93a)uvV*}rNFB;E#KelTIkTVXTT6DP~+Qb-po=bkml(aW=~4@$s_S7u<@#0e(`kx3~A-Sx@pO z*HT;kC=1c=N;-tHX6~GgVe2oCutdM=D^ab>XxYvw)%PX^h$>`5mKvy08au5lGqajB zUx#)!?=bI!D7gkg5Nv1tJK^v7ju`gQa=!h^JLKYLbB9)M_DDM45MXlHpDo}I*Kwrl zXTPc(=n^>WP+p~v;9ofoI$*hs79Arh^u<L#%Cm7Mc7J%RP68f}lTMeJJ{`aFW z70jblt#*|OMn@g`*cel(RI~Wq^u(mj)YKKRg=atZIg?KLxnVk>1i~lenlJ@3$1Wrf zh=v&Tu#ZXVOYdavA!FC%tR#)U^;QS1MuR(NPn~Y=FZp{llTx>Ss`Xs6%tw>>aPcAS ZRm3`|F4q{({n%35QUlNs__zO?_|MK_tYH?(Xhxl|~u_kp=-lL53CqL1}3aR6rVOID34a z-}Css=e+-%v(}llV9ngK_r7<{zQ3RAd&TQ$so-H#VIv_S;i=wLyoZDYF$3>EVxoip zNJuj_;2)OT-3OjXNI1lZKM2yZJPJ^1(*C}YmyxE1xTUKzkGYkrg*A_#v)k`Vl78ag zt+Tb4IfI|GlZ&UgpA^&Y65`-J;xaE2!|x(qj#5lUnmP;$t{&D5LOlFD0!-4_3=9mC z9#%Hu_Y{@?t`0s)G1+-}xry`g`uh6v_zLp4df4*vi;0Qx@(J(?2ylZE+@Ag}Ugmz> zE}pmlYUDrdC|Y}3df2;p*}J+hAlfyzaP{_*Vq!wv=%3eL{q(Z8`S(sPo_`Mu43HP` z4KF_rAMZbHgQ}8OZ@k?v_0&t!Ki=N=Ks6)pV$5_FUgA-_#YGT*DU|O3Z_{aTax#m zC6mT>M#CvULgMOFRg}B$2l@F3qn=c0%7u_!2UU@BEEtWqTGkG zFcplXLIh;dE5iKo!1uD~YQ0FLZt-!puYOnHFf&0xya^}bmqmjytOivM{DjpJErOO#g8H$Wb%b^0kAKv{Hp}ohUm!&ZRaR0p! z?PsPaTmysRcR4c->Uw>YAe>q0ZT%=OYWas~c@r&tq}U#Ot-oc7ZbMXz!-Vya3$!n* z&(CM|{z+;|EOzVjqgU>Tz7B%Evd`Mi{qAcl?&Z?Wl_}Gm^DyF1`q$U`xC70h_4E6U zqBhf>sY>|#8xLODynN)lKpLyX{G)vgZ6(Sl0*qNF9(O+E;wQ^bVeaLqBevjfrLMRA z3W5KnD>VHYI25mB84;5qY9_lHMO-|Ftfgpp_ArYg#c`|R-@D-O+nBKu8pBm*EFOR^ zRwh7ViuEVGJorG(`$S;MGwwXx=0r>$yc=mPjQeZrdyk)ip2@NNZ~D1>+qqI^kMpda zDkSB&!_C5fuOSqIQkH_U!3x7-&DR8rwMUJjp2?*feDTX$ZQ%A}$r6`0Kgx}=-AUYt z+KrOYu_p;=4xb^x5+_D>2j)@NksF zevQbiJNVgTZj0lJNTAE90!V0=*B850HLn-N?I*_$=tD0X&Np&h@8=3T%MURR-i;Iq zI^AQ|guaV=8drO;wA}3ma~(^UFd-Y*4$xBTTS=l6yuZ8HF==QT9L;0IvXeb3a}(4Y zaO@ytGfcrrCjf45BcZ6S zh1o-FmrIs!fzMEU6tuZ0iC;68`jO~(_t*N9C()^$iiDSfJiUL-+E%R(WwB9FUKg)_ z|5Q2&?&!4X+|WnnuruGbLH}q&O&isPUDCW8RmcpE+`BN=bKgfkLjc)RN3;M7lfSuXy1#- zkU9HG+&n-RSOI2;KRfUAG{ewDw>2cPu-S2%wI9o%_3)#Few|6jaO=Qhdir6tprC$A z+llYg=U6<4PhT&E%nkFN`welwhB^hT-!=_7E8EYa^IHzzocA2nFATl*mv*z(6VakD zmXk=lNuW_l5!;{${-i{Hrj*6~uzc>dYaPqi9_>WWy&>Mt?9f9l@+fv5k(}!vFABYk z0%(RS1oX-^KGhgEfA(Dpe%;>y4VLoWoTzXRJG2(?D8J3GDIqLrrj;kETj;kMA0xOt zKuBHQ3)^&Acw?`tW-K4()f0nvOl}%v9^Jf>Ou;X|`|e`rJjb@+)2P%*-lAP;@(~7o z&=acBDk%2nBVy+vg&uYMtCnNk%;@u`ajkJ}spIsUrx+?wG65$)-v#fiMd#NGM_&ii znxUp0gRHrBv%%WQu_01mJ+D>dD~?uT=?kc|>5KwijR=o}ty&MxvT`z(YToued9Y`k zEz$egU*wf61s!Sz@Ar}C?k5sj_cg8flfKX{tbN#Iw~}w%xwZ_E#l;m|GN@k?Tr+#q zkMoNYmW!%B=aJmDU3r7E)PeyQfMVMSv8-12S2>eh7_gB$)69r zrbDj}3pL+fU7SoeUf6%ZyOukD|Md11^L$by2Enh@IgLQ@khsGPsO)j%9*LxX-6?7{p81bM`lOdDv zWqvDIrWq>z(zxGG?HDg|lm<={cRcGHT5SZTk zV{LzczRvowY~rXvV(1vQeNT@jK90_!ynu-0hYd$a&lPis`kGI8ca+cxI1kDqpdAXyo$246?2$t4K_mD8ZCELm#wCTSF0WAcYp2ifnad6qg!iAu;?q{T z-z;uIj98W^ z)O=p1p2guV$NnHDclmN-B=^N4SFbmZx|{ci&@|M2=%vI?tHPj~PJ9Fo{_V+z)*mFo z50%==DtGm%L|pQSIvZ!9#Np!GqedTCtRVmK`SF&m$wkJb0~1XhAD#GC&FcbPcq6iYV@}Ot;I0(Q zRI_2!Qm3F!s;HTf^is%0&F1)v$Nm9p7{cACB1q}wT%3+1Sn3!XiM;Q=bLzxn^N|}8 z^+AR%!RfEJN~hbX;2MI8s_iy?uiEGHFX}ZFOu}m6Sr!q`Fn>5+rh!}9T81`M%Pihh zXC+3P^OP~;^^#2;V#?JpC)&L(qYO01Q}B3ap5TC{q(7PbBw)gKve;S!Teo}#CAyH*Ga-)r^xD~? z2WKh`Bl3siJ83f~2WRkL>;J}`39BAceMsL`YV>I%Aa;rRldP^qkHW&Zw#-6MiCcRR zHC+jbl~5%(o`T>ryV-Z_Qw@cV=3>}gIEmw(=VIl1wTs;!qS?EF-Cim zFMd)9ViQo?#yyWKh4RNh+gsOgGZVXe`$>f99vu@-Gs<(VnP}@?;iRy9bf=LV#wpQT zRU=_t4Jox~k93~hYoutT{Ms+!QyC^T=5XEe=)QgbPbz|7x8w&qeh+9~ZHci9$4*i; z=G?&-{luE5As&s;q)$XpW-5-EDv(;%Gaquet8OH3VIzgOx|Whsr|cD5E+NT5gjLT2 z;rHRf!Z|8H^~+H}v!0Ap@HNRtIiX{%cQRu)c3A?In$RuV7UlGX#Es8t{8h}OGzFX) zq0-*lC{_%q;SPAST&gr~%yV47aRigkZ6n9_S*z7)2%#RA%m?e$3lt@_0I04MHg7G% zH4SfwKm8em&#^PLA95Jl{oqG+Zalec2+o~~+$`2UA-eNrs#kvt{Cgbu>jN$6m%=L5 zS>o9I8=^PF`18FP&x4;MrwncHuBQ^wpzTr-{A~L}%lCLt2nNHm(XfAueh7+}oG8O5 z^p!6MZppFl-u_uoK8Z40HHyrQsKqD~Fju7ooGiv5Df}LUJkq*F4on6h3N%>ec()eN z%0Q?KJ^{L2_ZF6z&u@ZQY5k)yg(S)wXQgX2GW`6zpZ$w*y0Lzu0(>bVqJ+CjrQfrI zuvy9cAm+hd6r%g$`OlIKGR3a**%<%P+awep*%G|&=Jge@w!VKBjHVFeOT*+|W_D^o zP@#SwQqNeWgSZ$4=o&{ngkxFl8TYS@-_&W&U{Aw$!_Ib1ZH`R1^e{hki|4TGjtAVa z2)Pb2KYFV2tSgY>o1AJYK|6Cd-<_fHqzAvLQ(geB*(%?t?gW~A9~KSaFvAfWW<1|W%0FuS*nJBHkH*aH)ILWvGew$|aKW*E8}8jMG5zz@l z;D{c?*7c*91%lliF5(hD+eHh>qruFH`*%{q)yx@wgksjFySHt#k=CmV$19<8WQSwW z`4vS3n&v#RB~k45_w2aXrXuKZ|7W3IqT+uVa3D5@PYRdP5Kuyi(Z5H;6<`{}KhaD= z|JsBf|0U1=t+Nyuu*;X_$UM^DoSx#Qv!EoQ@LV_PK*$R{TkfI@bOC}beUXDL`s{Wl zAX)}Al=-Mc*5toG=a_}L!}|(tl;xPe&L8i*a+Jg!5VC1ovvwb@{q~$lRFS?)(+*-d zm*gR7Rir^tgu@iTWCv04yk8pSIMgEqo?ZX`?lAGgRT~6lab`Xecn-?iP?*uU?Z0@2 z-Flk$N=ZN`6PFLa^>m!*A%s3~yP;Ap61~!Wt=}OMPgp0{^zNXC%lN{dQ*sIi*xw>nBbD~6YuC?2w&VMu}-w~P@ZEA8V=5Sv~cDE~>YkaTDRm!i0F>I|82M3dx?yq=mGxWE>Q6)>cHwvEza+C4vtse}Sz zH0ILm0C4BnCUy)q#mheD;`Ny6QR$0nlO{XD>#}+>Yl{OVbH_F#`SCvasgmtxs35=) zQ%7CJH@2e%<(lr{cDf(V2E>f9HeLcY zwfX4OD%?(ZTlxEf@6scg!(qYmwr>UF)Xq&$uR-+2$<2mq3OSYiZ`QtD*-EOH+5InR zcQxA+&t>nv+2ZM#b9rmeFWvMPW`B2mch-+?`;-3sc*gSaSz$N|#wI``NudJC`XifM z=W_axQ*$ZL4GnHJBd|xJ4J56;^y4P!X^HjCj{^E{pzLfVtjQLZbnL^mj&V#gW|oCS z>g?*(nMip?#&LG12OUouHXA)te);j4&`|mX2po+>#Se9L%7&h;lc&Wt-qMD|mYMpm zXT0lH@`w5z$pwv4VN-k6 zRmP_7eWW(E)@5H=VngQmtbIF`=@sOVDTO87`|K$g3N&(sH4~%1=WkrLte|n4x%e!2 z8+ry~j62fL?U{sLc`v;2cJ$;eS-d(~s^cHkC5nlU#i^CqEqL_GCfR@NW3I?3HoH4~ zD#*qm|2-OGg6yDGHbG{ikwp(T5+PdU*OxWDR64f#-kGY0*KyXB!i#>EyLUdFsL%&n zWfq&1WpY1!rYYMHqnQe`Gs#pn?FeWNHQA1g#v!kK$QZtg@oGb=rKySa|(oT#G_?}js zN%WI@=1ULY|Kv8Y)8)uX5R`N3tMM-h8b0Pt_-r<)U?Ai$an~8d4yOX#1^bHl)?7Y6 zSDokZ{xF!JSOa2S*ulh(j|LUyTOnH{NjXTqc(t_K3$pd$*FdVWw~{*x1f9A)6h4d! zSHz|ury^mOZuC0F>P4juKKg`h&ZU!NL3rkWM(4FXqq|~pg8CFUuG?;|rAC!VeSV1J z>|}sGbX(@hSPu8=`FmI3SY+AFnufSV$0C32I9b#K2litk-xTD5vk&W8rY=EI65I6( z$&R<#c`iHH^4ubbIKMazv(^+=Nz&oZd{;`x>*qBHNOt5f%&)(5T4wG9^O?2Ac7LU# zy!S$Zah-Fu_8y<;GRjAl`m<>Mg!L-rWGd_a1iT|CRw7D&51Lx=Ouc!35qySU+b>M- zz!Dz+%eciU=N!a0^b4hfNnAV>siUxX@YB1{VLIKP!_QU|c{yOGxAxnqS!xt78GLL+yU`1Y)(pd zYf74+Z=SC#BaL7R{h#RtZIT{nK40L9I*29>0tib{bpW)2P9wPm*RP4l>yFhCk)`VT z*=KdS;rj8X86(QGAaG@ApwlQrJS+8(W-nP}v0^U_?tn$@fe3q0`Z7atj40ho!d86X zBV6w|54(tnv^BO{rpaKi8U6u}Ti74c>b;QjNPS z7oO6^6r*IMH6`ncDraQ=C-vnXL?6ap9C2=s4faZc?yf&HGA3~HFVvY51* zxBb3X15Q+i4ACW}YTCStNKN+Pq*)8AIl9dJ@tKe(Gp5s@A#KC8eceH!x(qfb&P6)| z;@D$w?lMfr;t^Bus0{#pyd!by(dFpxXVjjZM+qSVJcKJS5OeL`kmv6!;L3JYX9nN-4AF(CYB6&0WME*GhmAWDB!@h8O_qqL+ zWfsq)qp~a$hm8kx!mN$TByJSxs;^gyk(m6&eRrJtFm1l<-O7o=q^Z+(7g_19)rX0| z4-c%-tc8~&uLixHwk&H89%$f9vp%r8-Jk7DPU_+_`;}j$-6+y{mE|^}vtQQ-9uhwJ zo3Z}_lGfVrs3pcD)nCYWN=%&)DCt=o7LI||G$K6rT`OPQzTs<=lLLD0puf}BZ9fuD zD8#S%f3z4=AfYg18?@(t>+cX%JaG8!{$6nRFa(4V5uQ1mG~rz@@~O^#;JN5_*Z-+GEH@-$J}VvW)-?gM+Dq)IY5jk(G4%`f3< z&wVnD#O`#A5_jIdh3U9%oR<7aOOE9z!QJx`kL1`t$OS0S(=f^ebeo=NY|*^jJh58d zplQGFO^(AJ14FCXk49A)MNwJ%K8B@1F$0N*SrAA=ftiR>8}-i6f&OI}r}xH;tH5$L z<|-mjGgIl-L?A(#nvR76Ed zin!}X+qxL+lWfZ>q+IQhYW{Yo)DieIVu>`YZ8n@`T-?iQIqbjEaPLz9q*K(U;9j;% zaY%P__HXT1uzh5i`L`c}-Nneq?t^XznL9J*p?r_~TSDL0`&&YPNQLx6$U}`Q!V*Wt z9x|i+*36&AHPC2A2-Ok19076ZR!UR;>vOmUA6#^KRa>x>fyiSg;AB>aE@tf?33(5T zrsVM?Yg1U2v$7bSfDS9}7#g7zVN+PCSf%b?1efpq4;Zkc#=@V^P!^#%eT!|gVi5c- zq4hM;U_l>enJA&^z=?rf+86&V{jDNEKL@fmsxL2W4cAEiVz@hk$u##bg~sYkWw@zr zh5Ew}i#b^{Gz4|tiUf#A!Q6m}XuRkaC`TTlZ}HphwBVCPqltWO_B7ylGlyPs zfWYFnN147uRdMC$C`#~A<@4oout~M$HHEf(Ie*u|g))|7G`VkbY$oiVg>8J#*bj3k zMuTlqnq43|X;B0edBX?&dyM~KU#skJAh*TogPld957C*BeniAERQR-Pl@&Tl9!>wr zLh}w)H503SiJ$as?_tuVd8Pa(3IGvUege2R)`}x0e?y2G_;^~6+IU|D2~DFKod zQ?g2f+0L;r8%$-XbX|Ja&`%?RfBIB~PFG~XOOI>#-T-9!@uWK0Z-y7OGV4nq-TV`d z@)>xI>Sd+QzNT%)P`l`$VBjZ3ivhFIXdPQWjweo@UmXTUEKeDR90L4{$*G5~w8pIV z{opxU{qAgodJ@d`bA5FK=@w+^|IsIW9zuDUefA%d5WS<1>|sTl=eK9{Vxt*52|0l~ zZ7Q_D|8anaK{icq&a;-@aR#j-_ETZ_RLw(b_2b>po4{=~U3Yj#z_CC!;2&A1;d|ss zHDRAV0mDxlp=KNa9XVWIo^1kSM;|CN*Ao6qU^;9L3y$8GxjIUFdGf`v?j=60ct!n@ z;xc3O&Dm%u$K?)NkmifRkT>0pDA+lONnPjDNp^?FleoE6J`-{*PZ8gQ3i%&crL}wg zxaWyK)EaoQ;{Ze(>lHu-{Q(-!q=o>%ZK2-1geuub!6yrb!2SCGUHfkc$f1Fh{yoby z#GbFV^E$vAM2IUxuFfeFX{LTYmbtb&hzK z{;+xye$TbL%m5BJP`92d@Yl9|x$|%~zXOPG>bZ6tXHwm1twfPw;%J zyTkd>k4=Qn;YkT(vGryzvG&pU&Bf9UmC`ob-tT+{9b|MOCAlQvPOhMIg<|Y{X|8Gr za9@1u>)H&Kg8GK9THolMo1v^(hCIJZ`+mQ}&o9laHO_M_8_C?BOrd+3IM02=eN@3} z@J`k|6iFj6l&>JNRrG z*+sX|Q9|~L;12L;TuK4O{D94uF>674%hC}z8$hhx54~KYAKA3ZdgP;uhc*4FdD_I$ zKz>F?>}X5@AuR8$p>c*B46@mH9|B{rA_k8d{S^^y={2qIylyEz-O*O&mDUt{8nI|37rPh)JCmOAX9G)YTy7xJ(RJM0;&b8B-33r*Jw*#xxt_M#f zse-g1S)Z+z+9~hno2}Y@TCB*b>{PGLm)XJUa|TQ}6uB-l*1Z@a0x*;U(+#j8baldV zof_lCx2j(`9AUgo)p=+C6&R!UKujgpwAp$nQ+Y5HATjHRUae@?#`5N5)m38`3M`IR z!skB1NdS8^^NYt2cjT;A3b3=Sy}{V3=%fO&cRR0sx?)T31buz^qTn7|zE^4+CGg4K z1{G;6bY8CWVvDdDp!u1tu57e31Bq_Ij{a%0QImL+b4ew0qfV2U2La0JP%wD46To zou7RxJlPtoyqoB8@VjdJ0f;R%zgtb<9ByXfB&lJGV!MBS`*SQ0eadMRVKv6M zJ`$zWEE$@2zO4^HsKtuOVtFxKDeG~Oc3gc|!cerC2}qoP2#VC>n(MzH)s?nEgC=}7 z$~kx<6i8`7@;tg)m%u=#pO(}^zw};B8X~~b6&?O=!F&1<_Oy&}_c%6}2TbC4>t>@t z5tF^zsg;ubjDJ}X((^M66Xi5!uM00K5y{-K8SMkP2$Y0$o}wVCEb-WhWCu9KwwXgl z2NplF6nmNY-Z{2H+eZtpk6tj}YWTo(Yu zFe?X4@C-Zija%n-eGk6>nd81$uLrsMWl&I4*Z%TKSTIU&j^*Xd+c0F!+kB|?M=>}m zT#m%rDXn_E)dG0shPIm%FR^(`vY$z&C(Mp2I=3}7vyhCKig%TTm8oaPP38%50+KqYEOyubT5a@Pkx`_HMYr{Q z>E`-%VdzruiGBR?-tV0iv2Gp7=}I0Ii$M;_d_vT33llR5nDL#L{(z!S4^mc)gG$VG zSQld0o(dRWzVG*Dx%OO(xYcJh|3FxWy8JbXN-$02P?HNeEYeQBoA+vG8$iDC9?ki#RMohn z`p8^Hz4e$ws(Z-T7B3obRh;frmj$6pY!?W{Tk{I9^6fMss}s2@GZ|3p(%%ZQBo<0G z`!=7buM(W}T9YofyWpb#p(+wFb(d-IF)6+tj&KX1T;!9XAhhCqw{iayrq!>69Z!6S z$;objzx%?h7!h#9&V6De=iGVq>&&P5>oKPdG0#)uy47xvzNnNPa2}5XrSW1mE*)pl zNjl+1yh##xdR+-TTxL#BKA>oIf@}b)smc?=LX-NJ;sY(x7R2}lRa~lg1zZEor?gvU zsKlVS$6~*ebgo;;Sh5iG6EnK8MPGBf)~+iQZ4QTS?tBL1K?H*gmuLQ&vB{Y;UfkHC zMjam;@Cc$o$`9585Iy3@-9%1)^*igNp`F@iF5N3{AO*hMJtdj-WA(LXKU$QO-RS6U46F!=b?u16sqd0w>9y{b=5 zDB;nf#z^=*!9kEr!x@NX9Mts&ab7;G;xcKULG4H^oHWMIao=N-b0Bp~ri_loqg13? zW}#|dpkUGU(>?ZFS20i6opxgA()?QTI1X1f3TO4RI*1dlp{Zn(Un(MPu%sxOcauU+ zh=lvs;_wJ+$$C!`pIQ{{QFFV=te|D_fs_k;i+n;EJaVknZzo{8^Fd{3d3{#U((YlA zy2)>p@+bJ%C1^QF^g5~@$=yVMESMWZ%Eh%xhg`a4wO3e$*kR@7oZh${l&E}~ zg?iKQk-B|)k%tFhD(og9GOKp)jdVyRQYU(BmP#WlKxff4cVCOO?l=7kZ~x7sEL-JM zea{NJRU1m&dP_25sP$lOl)8_5!~^v12_zO5PEKQ3xqkvu{s!`|mWJ9wEI@sce@Xgp z;38<95QP6iBnWZ=5X{LBz|X_IPljNY>N5*haJ_;Fy^8RLf?wf4GOvh26*%*q1}h;-^rmtSjriFfT68N$O92MvZRPKU8S_aV!$gp4*>H1 g0d@b6Rp2)$Ap~!c(m8yUkibh-NlUR--YnvO0phkyvH$=8 literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/paxos_postcard.jpg b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/images/paxos_postcard.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecc2950f6a1aeaa37443cd46683d6bb6d0c68f84 GIT binary patch literal 58015 zcmbSy1y~%*()QpQT!RKpg1dY05D4zJ5Zo49JU{}$Es)?LKnTIz-6goY1r4(3;{S5a zx#!&bJ@@&o_nDb@tKP1zs_yBT>7BiwxnBYBl;jlU00aaCAPN2f?$^+26=h^h)YMhw z6kp216##(t-OSn99+4IR930)i>hjXGx_bJwXtMw!Kn`F5j{z(*kgKzln%YYMULLp) z$NwznQvlo&0F1N!cm02||Hn5h3rklJ03e{lx004?T$QkSg0H_;qxuB<; zGaRE)!Z8sT?jRg>JM$feMb6fX)piK7Ti8k zx3intUp^phJKDc`XbT=MGLEI|A2GshB5k`_YbyL%7n$D;toc`6Wc@cba*BWPeVy(9 z7>jVJPrb?IVwvfo0|47;Xpo*wRt!A#ZSuLS|w1;vu)}a4ZgJBbWh}fD>R2 z--7^0;1-|-)B$-w8h&&Jz;MkQzy`2~ODy49OSr@a;Spd5m;HC1+8>-h>-@v8`lI&t zLv45~|DE$^3p;;toRCS8Igxqbn+WntWHDqxWFdeSSpr!SSseKVTq=Yt^0x?M{sZciPGsGJ>1UU5yO3U`u7X~ zuJ8=}D>}A+&r^?YBiY{?+DYVE!*T2$UqJQ$lwXt$lx>tr_#(<=+QThv5)`JJY>Q$^ws$* zAc*xJDd#ljKIbH77H1CU-hZ_5kH!DU5>f(E6;cyY9a25gAV7=MiqwYGg4B&vg4FQ0 z&Hvu_e_Hvw@BfJRLG}>sLofWRy?@WOC18&ujYEM$kMjbD28R*n<=-q?98w%E90eR^ zxQ62IezX5a{~xi~0DACT{VS{gy{(5czy{EQdtw84!nt60Rv$9#2zbG*{`-0Im#4_o z$Xv*Z|6|k&K8)pmd4Vd6`T|u7phbO-Dul{~s`P;Wb>^Wm!*xRNz3kuK|9R&8&G?T9 zEdPxK&&uC+*!~!G4`cPAwg=pAd$`}0Zk7=EwF3ZToSePDHdfYdwA`GW0<==_OPM9D zq9cf%mDbGOp7sxwD=pa4)e`JsX~7OWTn8WO0lD*%x4{v&$|pA(5Q0ic#2H!!HI8z9BpYQ2xLG zpoBp2H&#b@`WFWg077j5t`Z;byyy`KkU0K|ua z@W&nz5eW$u83|s{P*9Lj(b3S+A2tlkM_3pb*qG?(Sh!f&k8t1x0}Bry7YF|VKNxwa z4zGoZjEstdfsXOO_w7Tk8s}!(7+=>f#2yo-0b{S5D<}& zQBcv~K4HNLRd@g*0umA;G7{Whcp?z|;CcWVABErvmlP`DYcn)D7b5P!xGZ#f>9RIr z_0b~+9&>OI1||t98Tn&ICg!Klp7ZkY3kV7c%e;`4lUGnw($Lh>)`535$iniCm9>qn ztDC!rC&bG;_}%-E&<|nZ@d+OjlRkY;PWhUhllv|2d;X8|ipr|$n%cVh_Kwc3?w;Ph z{;~0i$*Jj?*}2uV^^ISfTiZLk(BqTSv-1ns<<&!62msQbVf`K1|A-489v31qG7>V{ zLtF@mp70F`9~tEd7b=0&Ycw+#LOSk1bRy}vtg?4l zsTQ^_fo@Xll}cy3rIJ+TCWgR2+wHV z(|u#Mnvca*cn?VAieQuL4oR1q8laV3X(&}oQm&TDK}6m1 zlO?e=f1wMZQE^RZ$dT(lca*x34d98<&{Wt~`@u9hmo1`Ti0#>vt57Jzr78d9e4}Mh zj%O@uF*G*go%{ZH-aTNPBTsv*xXu_z-gkbQYnD(MPwatrnI06+^IJ~D?>UXI%6s%z z=nJ*?fT-qZ?+XS~%TF|17dsl<@$tODEF;tyTa@ah{hP|47NkMHdS1=mJyzx4F)ScP z8!2Acy40$mz=}nxd|UEdh&s8)Q9@tdXn^dECoS<10@^rJATfzv@b`sc8B44nXYaFo z-`Sg1aIWh`b!N#}jviY!V5s6iz13~hPSY{Gh_!4T}4Fio9tx*=&I(O`cJ84}hQRJYV3N~6q>$jdvqEH*I~ca37JcoyEc#*a%R1Y3(KQ ziC)4pEz>qKQ4o_NF33A26~!E(S(Da{>h>AYk#yOk1{yYn-!GICnUPQW6MFA~J@uf~ zx9;uH5j%StiQPnTacLXTe)*W+nZXSR!I945m4>X+gPtUFJQ-fCS$d^I^nOjRgnGnO ze`#ErTGo7_Pe>TCIwP9YXuLf}RmQfWdt0VAP&PDz!H}6(?B_EMGM`2BT)J)rQEDEN zEg$bQqt!4opHiRE{SY;f{uS&f=*TsK?R|Zv#)6IYS)SIyWq&7ctd%~SN&)80NL>e^hh8GoIDUUS^<8drWcxX%#`34{&;^dV|Y9h_*Cu8LJ! zG04TIlu|Vaa9Gsz9vkonJm!m!mhQ=EAFIRlVSnQ^~+wn$AhEn*YZ=fN$=N z>n~mn|X)cUIz|dSDQ{kjtgI!JBZ+2sq0hGRi z%`m4NNQ4H|ayZm-q9#>^{kT;T-053(9I10r@=lgAejv?NZCBRm%cWi|?!inAJr%B! zv~C7b653w)$^lgD3DT)+eU90@gXg{Lx2g zI%)7kB~~d~FuLXE4{n4+Sg)L!5fzF1P`MVOllK${jDiz0dh-~NyB8wa(TINGNIlPH zKBPSUR(8WtGz-h?NZ1nwp^fF#9sk}kM@u6{;Mni$#-*$04;=u^0>y7}PkBF1B#tcT zZQ1Lj5t~cxPm6clY!=iplp#?f8VKFo1_-APzMl|Q2xb0}b`P-2uNw)xce{Ojp$6sa zuCw`WOQNqD;^ZDsp||*fDS5xuAuC$4m%(-4h_tlO#Ze)aFd<$QE&nu+cmPH1^R7H- zsqUG$m@g;)`C;A-6_l;}^ilnF4+`!e!aa~=?Ppt2#>V-1vrbWFU8Go?Nx=Ut9qZn&jRZYPds(S(Qa7m zu{q{AIKK6)^n{1C*gVn}Tas@d4m$6u5B{pmE+HgzHCc#5e;Gi;;efOC)$!5DfrMLp z&&?g*GfzcN;@34lqSIl+dnw2F0L&%^pS7@t=20`Ypukw2th&wNeRklo zW)ehAG^Zz@zFGv{Q%!fd_@IORZv6{`pN%N7`*{EnpElap0{&yE%MU$hVtxVLMc=S} zYPk75DM1+$xl*gc1UK~1+YJ(9VrWSA$|0d4UiBPW)aVoC5TVN_O%Yr?)Ncits`-p) zv_?c__!A3f7HmG9Z;(5Di%Fx7%%S9_9>gFX=6l+psP~B^qf6sN`bF>-6^={F>(Vw_ zj&fsk>g;BTp1CZt^-X#J>GZcmhHY0<~)5MM9 z4;a#leBgd1Mv?tlCSIRwp~lG2cfGpmwN^!Ps`+xcb08gPXfo+=5eS~p@|V~Q%+ZDxgvm*naj z)9;e#2uJi09nmCdJ%vcn6P^)oF(Q0$b_wpUwh{dlTZ`9NkRdsQeweYy5@4k?^-In( z=|b$V>#?XY1uU#!2T!rNi;2+Y`1V)QoLMso+PF>6s^N~&2|KjWA}w${d^@`~p);T& zCX_E9!2#5vaSxcSQE0YDZe5-A9xBM&sGd(AFi8o%iaK*v9ZnX6$RAyy%}# z&=#XF<+I(Kq{Z^tEDJ_7>UCrl3dJcH-v0Dkzy3Ik;J~KFdAKlAa5N+&BcBI5x9p{9 zY^he=sOoXJ^!Np0EbW;JD%#}77~0)A$3JlO(W4Hu_a|LgmUVE+h9xM5yzJ(CRuv$q zAJ17%*7{3o@3&ppRHcechd*2Wn7hKLqZzp#;pffB+gY`HfPiyLyzy}XnT*Thio~ci zG<(7-*C3b6$(DD`EX}a@s{wehfOV3@JP4Pl*xI6u%2C&C)W9&qm0!Vk$fniK=FL1X zv|#Gm1=1G(S@3u~)hC@j-7;re0y{LE@0MvmuW4fAnD-I?elk5|VpBP9PKxD*s zd-u33l6{l^j=Dx2I2@VAyPguusUE*58+zoPiR&w1RRkN`QlI*G541CX>Et+jLmzf| zJ6U@X*NW_ow5P9>{)V6yAO z1m4&>v*BgXy4?$ zPsXeB>_NF7&a1l(spa7}x}sW(97+>aKW*7W6iZXCu3q%ZAX)_8u6aMb5Y;XT6%}(` zQ^l)FZ!FWD@4!zvKX*Fwhz%a77Rg+t8Xjw?JG-_s5;~Q@l;Mxd61u(Z5V$hVSrq7B zl&0?Gnm#IKeIw3GQs3O8g3bG*fv%|J?WvLAK2-IC?|j+7PCX_@x?jedON1-T<&gQd zq%85i6+44SaJg;Gn4!3zM*z8I8tC^VH#gHz&uvgnlGAtlOQLIn75n3lULkYdGSMAqQQYUMI7q0V1x^RWArS z4&KgougoA(u1}0-N1KvIZluqmORh{|k$!k}^V3ruH?bDCQ&9Q-b>rtEk;8c-Aqvcp+9SHeEw2{{lMPs zCyt7;dPBuH?=}uoLu0aem}-`Xm=_WfL&oF;ETN+&gB1E?{9q32Lyie|`!3gq12ZuO zjlEqF8ru!_M!wab@?9xbAF9}}R43hkic4M@{o3&Nu{j_rh7tGareaH3BGidaw+y?x zInS*7zJ}6E9VJCj7x;aJY+ftH{zz9J?l?SG@bvVE&Bt2ySkQ5G^0M^&*5LzkwezuY zMUS6*;VUoLgUq?j)AM~Raw@osb;)}n`&Iliy?9WQg|v`1nn>WmBd_jHS+Mc;^SPRL zjgPWnJRQxX6Yd+0kGpP1C)f+w3_0fLs;kXD=)P^|#?X3$-MZiQiRpd6JAuszZ_)`Q z`ndmGkKz{RCln>k;YR!=H`O?NlxCDW3jLBkE&3G0RYO0>fF0Mjm2yHu<4byE71_vA z*yt?^g)RS%VUH=g&EJ}&uanegBxnf6QRrio%b_rmgA>%2~j&D{+3aNamNiND!Hpu_YPKH;b2J+S0 zZN-l~+vPGu3%w(RS;;_&yz?@D*a_ghWU5e+bB`CKVBSRkfh5@XBvtUV#J%>YBy1%t zBLI7^k4C+_?L5-67cHfetCx{W89!W|t8CoNWH@u|$2Rsoz>MikK6GdpmwED2vt`Wf zR;S}CB(-49U{}~^zhQo9ZYVXo_I(?6q{IjO>0GA|*~jOfM<}DwP;;U%OFwp_i)Mbh zN>O%7*%<{sX{#S9vRSz`p42~Vzu-=d@UfeuWt=RG^pwlxj-pYmmzT*j zi(aUpBeCicGzRvU!^f3<%elgIqPH@0RnOH{bujDfxt`lnPd)GH53rTKvv^%;Wy7kI zmgd@9q69N=<-6#7pEKXyj zY0Px^Ic^}2@jcL?4ROS9a?Fih8&D5i_w1I@9f(e|qHB20B2|&Xts~!c4&Hh(K0n|D zJCAf55|2NLFBqEF&twZ|;4p}oeBb}=#VMTg}x zhf^rSxS)iueIi)$t|fv*W!-*ljTQHbu>SJs^U-su^0We(dK&tsJ{b&+&xNe4?{aA^ z^dE6cJ*#d&^X2J=Sz91;3t!>2DTsg3=3B)q{q^aFa~0B%>9e?~nrG{oL^>tF@12|2 zVW8^7d{YsJGo|jI4J9iY4z2GhPJj|z^cXWXkStLgy^8QzV|%6kYDRsDjxhSt;|gjh z(dj35(iL|j4okOmcejM!JoLOPa>v>>`}m{ihNiZT?Ba=HVY;0Z)czhgdR0O#l?C%L zgucmJ&%~dF`OZnPT6{~jZ@25iNKBMYatKW;YXweAQai3_4}Od6bwtoV$|!pj~>s5-)lq$ zV4RoWOf)*I?Ry-1PTXj$Q5-kuMJ&~-eq6ECe9NigCm``VF+YNw)ojvTIfmF!_Q}}k z>6pLWEJ)MgEld25wrC0o_9fSp_E8C|pK_bsYdt2=sL*$OWKK~msmOS`eAfcPQ3FDON2ndrb=Kv@xklzX#s(-8u&RjtQUButpk6&+MP1 z)nm7J6d+Jw2+Qu^%b>k8Pbf1mCurr=m`h-87uh@TVJW6id`OL@xe>Nd`mX>izr6T5ZhmL zI{HR<`d8U)Y84F;|o&ZoqVcD)S0Ilav~lfb*-JGuvA?#OK)KZ>q8`qcAn-Q*~7eMwY@nrhO2q((=Q zXgDn&{9+He7Q48Us-O}SmildCAP>g@cPv$f|KxRL&}JW9LuFm0sspcUz9PsHn+jc! zHrjQZxLEX=MT*wX#q$~m>fZCuMPIoEK6_!^jokta)BTx1i?tIntfft#xx;~^+X>6= zj`HZ|*Wyp^!iH@7g$ndM2E91zWTu`h?_Dz1nl@}TE_uGb{7T|mO_LVAw4&Lbs}xu7 zA)xjx6Kr=Y+>HfEnlpNJ;ANq^_S#yrf(v*`os*_hU{`H&6ais*b@b?~Dqp(-$BnG8 zoQv3cOcI{FR+zJRZLvsuedrCnIN@Y7qb*lq>5jTzf>f2i`iZ7{driG`o-1|Fj){aa zf0>J`i>rHqZNieulN1~MtC#)1XRQPsxqIlx1LrC~GKx`*2ABk9@@kAyXXeAE+x6wL z*oy92ENWb;XK4fV*JQ;b@$hi3CDL6zB}i^~9@CW1LP9m|_oF~n3Uk_m2$CK{x+`wG zlErA(bk7*==jksa^?D_{!bB4e7c%nrmT!1Qc@0z}@gOkv^M(<`T|G2Rj_xq|P(k+Tb_0wudoS)+o{rI2&wLnc(ouWleQwm=S zi;%(=es{l1H29JEoSo;WVjMz~;kvIcf$O+Y#G=y0op-(yOcX`B+9hgejVL`pEM804*?Q*sge4lX!D=T9jFhzCZKB z@rmGN>+qIIxIg0UH-8C;avR~SUCK~N$*>jCP`O=F+{<67)Vk(c{+b<*qCs52y3o6M zno5tN)n|EClf1Qx$x6o7DafyhPk{#UNwW!%P&bz@D{~6F?#Ftb3rah@?g6S!0g@Ss zF6!U6=yzJi>z(?3McGCRhVpiAl9ydwo(A!4#nqMKZkY_f`2>wwo9{`|URs{}@M2?h`p)eH*)lqJb%Fo&z2J(CD*HvFZuM)rMMyGbqGSTzhz?Kj}Zf z|6CiTi`0jaw4M;Cf2)m^|EVUSrQUx6R&t&KgD;bv2kXM(R&(pH;y|D$&2??}fH_{L zRYu-aW7s|5WD@kf;!^EKuI2UP&;1ZLNk;qC1pDH`92`%6qV*uflAaJ7@osg(a=zjI zuu6oTO3isbtyQeq8!swZ;$HefwrVmYB0LDFFR}v~gbH~Ko zrc8y_^_Z!NuWBf3WnWp($5QctR_$01fikjxOulYX6`9^OvCDe`gL(FtF4hsrn)YfP zjlM>rC_uFN@$`++(czjvs5qnbYb-XC_WDZw#bhtvYLNY99D3X8`iWZb?TJYP4PJ%} zRD0cE0|yqNS`8)nTmacEc(fob{ROF2XSv6Iy5y~5@r!f8z3TM2h0_f^tLA7d zU8|H`X#&CZcb_~(fiLb78}7)6j&EttyDk5T(GLqxw1=Sgsih0N$0 zDa0!r3=LN{h)^r@5GJ`U#xP75$YbXmEQN}siXB{>M?llcFR7`6JMICT(@jBLH#?N1 zb(;N!ek`sFK!@f0_m5{ydNy+-#R)69yR$B+PP39=`-3F;)Q(L#P zu;j+nnb^2mCsV|ek$d2*pq$r?Dvs32RhokWHva03a6pu(ogI_^vF*v*S-)?vYbB>9%QY5;xa#0hE6L)}k&_r1V?7s#?*>9P$teqESV0ULu$ZxY z#Yc@}QRQ{o$SXZTxLaD!odXDJX+!gFv*2HRIE_WXBcByiQzNt^_X72 z#B{evOruzV-jij5ads#(HVd{V4AHj^36fKxcyqLU zUk^R6fVqD_8!jLla6@h+WKy_sft~UVf5^te?&8G36{L*rOxWKs3h2lu7(S1H1-O~V zxvYs8@>s-U*`wV9)J1O&Nz9Y-wge*FRo`6^4`rL-MEEgfqgHr2T83)sy}im2q$&!hAFJo2$f3}Q8XQ|kZD5HG>@#{gQ&iiAM)+a{I9=<& z>c{Se=BOTTb#onBDOSPZG;*N;p!%$ZD7R~Qg&ouJ7sDfr0 zwDq-RBwu;d1$^=l=Amj$B0Dr;+RSDn-|J>qT%_Nkl2~)-szfD!5~}tLOso}g8G(a} zzQtI-;#OQd-K~F6v6jy(@d#peMsY$Y`dZ1z;t3IfM?3=HbJERYqHG(0dukQm-O({8 zw%$)|nQ?fF^4cs0i+z@=f}swP52G9FEtrMiq;-jCtV+R&k0Ldlf`3h?Ca#ye-U2Wb zCqf1;y)Mf+U5zR$UcLlbGG8VuW2m~ezkxDG6gkE(zdqvomDu^#o>1w07tQcj=vn?3 z=%db>u@2AN8GZEdyCd6yvXcy=@{>d3tbEu>$In%A-gyq(9pTw)QR`9T0iL-plpC8b zFH>J(MxzQtjV0V|Y`|0H1~a-gac_T$qORG@_WklGqqnBw8m6+_2G5;Av5YOZ6I*Ct z%$XlFcYgo0Icp%6*b4)5d-$$+M@F~k=ffX0P(FR;X*jexKnUE?)!`Smx1Ha7LF?E@ z5n@NaTFw*1N2V$SzdJh>ogNYP{l0o$BO&Wc<4KZx4y9G0?=**k5to)ZhS(}QRW-#Me~?ENmZ;9?3!P4f?DN=lwYLOl|Tu5 zuA+;sS#Mq)>4Z1a8$ejrFn>NutM;tUw3_^)?UpcHokVO2?p4$V1TD>Kb>boPJ>C|X z6nrY+@ve%!Im=@P?}OxQnC*dJ;Y$2M+jXe3KAt8|@3ueu$2A5Wfoxx!@f%fW(tKx% zXFCTX{P`Ga)MZh>nJ3nDSF};d&_j)Y3`Of(>gh#NYLf`dH1{Owgj7Dw1s6)TspK(Lb&gqc`cugw$!9{gTGMGMU6`HF-lf-rjT{vlnAnf^%1#d`y((T4ZNQ zKwKE+R|wk&iTiTzt&LHM_pflVY$YAfk_OF4E8`EL+O@kqb@TEkwr%ExhIY~rz>3+p zg$S>4JEljvoP_6|3x7@v+s~3!7o}DYqHGOs0!ufryTz*0PDHJCRtvfZpk!L;2 z^PBNPpJ$#T$tNdPrLmt)%loJ^iRw}Gh=blJeXPLt4Tr1WdP|_c(CDk=HM`nV+zMEx z)TGnC`qP7KXY=~%cc=@JFK}yY->=|0{j4a2NGQWReXmHPMD+(4)4m!Q%(D#4tm(DN z*fPhKwWO9$GHN2}H^F0!G?f+=XEm3cWPatntj;8T;ri~_9 z?Dn$ci-wBf>MzbIvT(ekhOS66g`H?QsUbg!?xu-F6)5g1?_2^#4)idDjYRAv@$F{O zw-O96u*WJ!Q-`#m^HE@+TA(J}&-8MEkEWP$f=8Mo_cXZIN4% zf$?p+DCe9go2R?YI+pd%l=^~2z72JKIRpm87xBy*(Kp(#-n&gX&D_K6nA_CTc_W!~ zjnHm=x&fM)8;o^>)QGU6{R`#%ow3#s2Z@;E_4tJYt!<_-g&~&1pO5=5I-6O>+*EO# zGWImn3EFbPV&A*eisb*2E*WgABNHkK53p2`&>iu81Z5x48P6FxW0UASztWn@q|Z-U z^6`qnKM-Dl=I^GIH!QkH^hg*4gCgQfXfjqyKjt|am0kD#86T^f zf&gWDxSZmZx6aoa{qg;?eF;@q$!eB!1~rtjz^P~^IlZO4O0aDZ_XIRxb|T-3RP$QX z_fbyU_ZzXvH^Is^(3dHGq4SQFFRH_slPwA5I(rrDdxYC%P_=YtqA!cX%*{gDpC^Lc zeQfFvJtvoLYeYAGylRLv{zggKtLr4EGwfK~QzZ)}+0YAUY3rV$M?5axKTK@D~1BCrUK^t2U zDU0uy#AEm5Z}&iur2pucu7dx#jmzr%;4{h}%Sh4kNWV6wnVxGFtTJjxj33XOaweqN zb*F3P9|Z)v`6-=r=1VRUO+Hg&?8OR-pB*2> z+iCkD+cnJ6m5uuvd9C1LF?gBdNMdrYz@inK%jRr(hb zS*9XC*K@Djs=CUuD7xAd&fIrpeNWIEZg`;G4aJ5FU9P#?M}|gy>=*LK zU)2!bn^K5?JrTj3TV*9VcU1mAuf)HM53D8sK6~2LYD10XmGn%)4QW5J!qky`i#el; zAfG7wJ$X%43|CB#I8ogs>zSCR!Z@Bxo)mXbpV+uu?C(esJR%`*$**X|VcU{?*tmQR z)FEMe&VEeF+mZTeWIo=?{Ie{wvz8(d8Tl5VM{OQE3WYyXq0GbPc4fy%lx0H%Q!uhR zO_;Ar^I)IITg968W=K1l3CG##_?xLmW3$Z39W>vWORjr3qfsxNh3BJ`3;RW8{J!}< z!I!Rmt<+qqiYx{4cHGZVQSa`WF?iDY)cpC2)>vn5iZr*)rc`;DXR%!d#rsoL1V}yk zmX$>#pj!!cCK@Dr`-FxE86aU6HE+JCn`AQ|@1MU^dW*`{h1io8FMtqO!<>@KRJrj( zkt3A_F-xxwRC5rSAyHz>XrdAxO>Uy?i%a@@2l`krS9mMfpE`DTlp^d#e}^7bVo&ci zC&LCbUZ`a39taVqnW#FP4L&y*y?NnQS0zKaL_YB<9sDLteQHmHxEH02Ag=eUggvtp zT>yOpl_65%kTSn*ms3vO)kNjy=|myL>P2frU#@Nkimdjs$8fz~Lm-#R*& z^TUTZD;vre-p6RCMf>J+EKZcLkf{Scy|pRF^*B9ePqx9gQ{WDC3Q+8qElgm;v!o*L zX|4q%#)ZvY$RTqG>@wge_7OWFCfAQV_lBwFQ~P87qO}-um`VGml=N_uIh$z`*Tsbh z8~=@RRzs%W&NwQ*zaGzjJ42-0-}Q;kL_$^~(2=h< z|D6$}w=QIgwuns7_@<(BIMJBBBfKu4+y7DX5yyMpTX2usSfkFWK|_VLy9)aoi)b)6 zT?#WrHW;BBj3XR8-BHY3+3cRNG`0t#>K#?CXsLvUZ)C9YyLyTFh$DuV z1_M^+`Fp%kmO7Wg1e8kcEcv1=eG53&^>I~$iOAfBirUay8v{`4n6-3!uG+`)5&pEh z!rEVOys#)@-#rs-U2!YnC$D5XC}=TwEbNqjEFUAPMV+`>QVQ{2V}w#}Vtm0dHj2eS z5=}-TZ*3he@@Oezuka8Ty?FuC@cI7J3$(tBrRrx{7pUtlCU&!(mPM%mRnQUIcmYuA zOnq8L6vu*ylacD(rn_O;fq_atE5pX7>VSg}3w4oqsFgQ7t1a)FF`(zEYs;vv`>)NDuvEEOOsPpI6h~+HH+lu z)+u&==8+B%qa18Jen5XW7S}xQxMWj9 z!+e;%anb|R79SPQwRWQxfbkUU1XQU;pNW)^Sl0`@XRq3qJ{c^Zbz)`wb@H05mepcm zzy9@mN>c(JV~+JlsvT30Z#NTjq-@qAN*H~6*P$w>Dt6BkwKQl^6rBg#X24Q=^QRPR z4R-jDyl#B!JJMkNhNJ^krZGK4S$gj8IF{I$RvzmeAWB4e30{ssK9nPp0@ok<5LZPg zviC%aQK{G1*wPAB0rrRA5$EaiF@xgJM``BGuT=8+uQS@GglU*ygWGq{#_S#3O>iI@ z9qM!4L5plv+BHe&bRt?WUH0W@c&K_{(UL#GAi1OS^sF|gJpHPl$%7HR)2>DXOoG^! zaRUNh`b6DIzVgL{vU%mq?_SKg=Pnk$_0oAW#H5#q^@L^O{X!m1y4T`X@aDTNWF>6d zP(T686!+sZQC!uYv4+yIa8Ik$4_c2Wj>AlAf@ZZ@tl`V!Qj}6!VzuYDwh0}MQ>I81 z-(G1(o)^$)vJnAws09mkE$m?%o_Z8`ek z#6W>9jmDOUl?Q+JPjg<+NfD;yy;(>k%s}|-%!+(0s z(@->=G3Yl4tug;5;!L^u)6$yiOSg*RJc>!qh34dWY(Tryk*HFOMz%H zK*KE+*lOxuef#Z>2mZ(|v68xkbF>`vre)mM464yNO&Vt;^WnhZv;m-h^E&vhs*KE$ zlcAS3(1h~l8O-OX|8UiPv8Gc+-$w*XE?PypeOf(y=y?4(x}ApyF4I(dY#z&W+H{{z zMS{ci_p>jj<%^lpzU0th_=4N++UN?^qzGft-ylj4-J44yi+7+k3{iQ0l2{rQZ&L#utX+9siQ z6fhRuqvDuV6WqIzOdL`AqjQU(E!iq4+pLP5uC@%FSKyk_wQelM;FBY%UcNy)W9*~- z<*>X^UD)#K&sR@JRho8=CaTYM2<7g~g|zB{G6a8__pAsMs>Gc?6q_VuiewqQS|a?J zASGQjb6cTjDgqrI!i?45=#^Rga6~i^+X$Y|g9DQo9eO~IwmcO1I<4!gvsQ0Gnm%k2 z9piH<&SSaRGg&N5ljQ1B?Pl`*TxmYzMU5;VtD}f6YR)QHmE~FtL0=K-UB~3<-e-3A zXVj}xu1+3CQ|8}uFO9FR~hI-?|f#`2wuWa6p%WP|bwF})QE)6vM5V_6ist<2ckX=!i4Q-;c% z;~tTQaWE!bbQxnO-w>`Ta#Aa5<8SK1U!aL6G4|81f0Bn1GeGW)-cQznzZW+@O`CEl zan1paO3&NpEA)Lj$v%dQd!ssP^0G>XiGq70KjJ4tLkQ@{y7%D(_{Lar%_at7FTcG0|r@ zzn!xgP7nM73tC9r_nDO@Sj8!KgcIYf#R+hU7mf`XOy(Y^1q%?G#u_01Ru{IIY~tu5 zxx>88)3NG*fA%bVv3qiKAo@G5!{;voO;AIPhzEo1V&cM9plKYSF5fRlffitG;O8RxY>k6hbv4=X-PD}ye)+cwJ6BX%i+CL^e3dFP$8HPwKVbNd z-$gi4W>sLx_dN-b0!(AJ?RF*J89$>IJhBkSPnqtxI*hrY&oz<=ad59ip1PwO?f3fh z_(h(L!%=xo9R3MPH;%x>X7iM0CjI!21EOc+Esa&%XXDVlP4AeFLp(?d%ihzfD9nr2 zdg4ezqa{d?0O?5Yv_|H0D%lsEa%GdT!J`ooySnuL)R>xZmeiz?GD~ekJ-F#(`SsFBd-4HU^Y>-QO(_6fX_y!fb?EGm~FaR zY;T#ji2h|rhpK_H1g+#st8YaUw--CE;py-z1Y*)?Q9|Z+r@5Xr(snQNqzQ;rorx)_7|0Zj zvx35xAdw?dc<c^Q1Fv_9ynX+i1+-TNIXwz5TJ2Wrv z6Z^rMz!ilT8C&pS!f$`j3o%zcf&Uz8q*}`1Ym^5w=(sBR;QrIBa*=5=$u7U7n7@Z0 zgL~c&{_35h@KkP1xIMd@GQ}Rto=5~s1D9B1b!TsdQ&3HE=G57-#EWA0(-R^G5Jn{N#{RIVspnPZFWtj6Gv0D8?Rc$j ztsx9FL7^+xU9_oYyNGp(P=htO)K#qH1NzB>!nNeXB&l;3hO$Ei&9}NWuUmV2n!JIQ z6gB^`_BB3P_Oc2KQ&VUU?b++;B9Nf&67glVRhCMD*R=W5;+N{mf*=M3hD#~5SP@gx zH_bI8a}K2EFJbhE=&y3<8llK`>@p-thrVo)0p%j$Fq2nfRqzGM0m-A{IJ{4~Qzi7{ z_Fto%1(fE&JwgbY6=`mmcBcVdV>_IXYB37M$`C&q$@1!v(@kmePLIB_4`}pBi`$Um z-^Ho!LJgE&QOaE}F6qxxMoZjOqu~q2O2I4l0F~@*ex7n^eFuaHYe23C8cJ9FBw{fICF>Yx@K+o4tFc-miiRti-`>_w6X!#g4ayQU8Yje` z%+68FXLB}G)>`M*TVg6?a0W!&rjcM`nA`O!D<9r^Q8{!^@$gb)&T*`W7f|(dNKipc zdX~^KmY%UUGUwZ|eu$Ee7|J@tuZt1ccWl(NOaml%Vc9Lt^wRj_sF5SK_->D=fA4H-qdi z18B`XDUWj2>Pu%*CUT46FNe1qP~Xr7(t+Li)c9i&SL?QD^Djfa6Dwg_bS&Sy4dPBh zPq?Ok9r)LkNJFhc?Rf*jNIkCn-W8b%vn_sfQHs_l4_QH#<1C81C~NIc==Xy7tpJ%kBkAmmW0gD(w@+27ZCpn+tNZ?r*%DG549_|7#Yn z`ozjA!n40jZD_2rew~oFB;~}jyfd~K5w#sc@`63Eb-wQ75l?1&sk;M>!t`k}@6Q0a zad!v7!I#=P+SgeNMcqV4Ij)iT8LGqqo!*0eP?EXX#9-ysYl@JVq34*qw1jUln19i4 z+dVd@8~n!N!qc8b)IE#&#Wh-(lF~UK-M7gktb}L!ThoMPCeBXv-0RYD2eX>eisVjh zwXZ$DI^{*^X<9MFc&6%7W6)sovM`bL5|Z6!jB!y_&u?N09d=%xVvQ7*AG5axMAJ-H z{5V-8)^S4DIf#74#_xeu6Ijr=()8)A@uL?-gC9zb(3>qj#22DJ3a*SKKoi^ZQKe>Y zy8R^1t`F-`EFa^`8*yM~tQ+TZpLkMBx6Z1iph2>HfG01jM?l09c+MnEd!SZRXZeSyDWdUp(7 zY(jbSGpDTi(s3(=H5Notm`!tdj8-g}bvjDYL22(z!fN5nH69oF7+E4%-ZoG!+iCq5p7qMMo6NEG?qI79T|G@Tn)sEBPanS2 z&%?DKZ+`vs>ymr@WsKuP+M5wt8fQMXhl6mER7=Fm!Hofp=h1KtjC-`;YD;-8% zHW~a`5z{VbHsf~qpt%9$MmYJ8Pzf0rHG4t*wSF)7i{bXGp@LBD z^!p1}znT;PqMh#`i+Raz5CBhnWcfy|`xWcDFT<}DUidTPm%`78H$ENFF10bDX*L&W zsA_QAjm%a@l*Y2{E0KaT=no%Jy`*uo<#4a}wp^$=?n>jQ@~*?dI*dLR_{HI^UgqLw zu(!Mx*U`%~Z5+03$@iQBhhtDSH<==mh)Pf zS>f0eynz-rQ~{J9kms>DqxKX1pw+`&-TV*Jl;;m|@g6WZ{{VK_nqJhGO2^EWdj6@R zc#BWhG#T30U(#;`3c7)P5rV&l)@(4Z?WVTe7FO?$+H4ehe$? z-6qe*U$XD~6Dr%`Yxu9i-w=FP;{8_o=fao18nL(wqiEMVTTqc%^6TbFxlBtSDA^px#qST*o%eTHTI&gTcTdg-%w9@V5 zxYcyENo6d8*fTH+4oG5m0g<E;% z7zd>;g`jwYUGa_FUJ(+{;wj~h7_DHqNuJ{3X%vNvasrL==gei>7*oMHu6iq7T39B! zvAX+qrqL9)gvgPhc@yS8F#`y>Jn~5dbg!$v5O_{shd&N3{xNEnOK;(N-yS9|!n?Xgt|GJ$R%uEQhOE%yH%+Bj!92k&l3N zPX~CL;pfCnSHk{2(saE)#ab)8S5}XB>Wcf0%ZS{7UM2@}6Tt_Z9EzFHmKv`scecMF zQ?DA(=0`yXjQlyMc>3$Zw)&O4x~05K*C?pWv5YQq=jG4LwSlVqUemrC_@_?SEcJ_x zBgB>x$EayW-YiUvrwJ}j0YY-E>IqZUxu(9cNnnl$^(*=O?>=FtX;M$;HZzU!#$2&% zWCMd*mzocc?bAw@ABW!+8XH*T`#iDuUjG14XxYAe4UjelNgp=@(ymy!-Mi>NWUaCK zdmoFuCHqbO%)SHo&7;~bo^CEqjpGdhTXdFdON3!8vBHEOHx8`fP==BhaT(o!dgI~m zgSI{u*R>1Z?7LlcEhd`A;=)U9QrhMgl~_!z8X1#&ZTTM#2?_~3SHd5&=9}?b!JihM zTknQ{7PUWzekHX{H^sIQ=ofKFk%c#w8a;VBD|0mR)BLFr$f{{Xb_?0MsV9qU@3kNyz&OHO0YTJQK<=N_w_WVR?5u$>G+Xh@YZh~i?QRadL4HCzkLpYq@~OxfmRt_1PIEpxSbGvB7A%W~t)e728h3Vu-!cv&2Mx6kAY(j}OxJux3QP8NnmgNjcSVjnbqQ}1DHvGs%MpQ=JbG3XI<}i6 z`o-k)Yfp1|ZsOs|M?wxh^7INZ+O4N;4C3Q`PTNG$u2aN++CClD-Yt4`OL*o3YFe2v z7jq7Afy)4J0ran`^o>(*gsftVQB70q?(w9;76$AqZ88-kovdEnxoiK(jwW*vcH`MpBP1?&k5W7;CZEdq)O`-r(ni34^?84fGF@I{x5yh-EzBf_?xH#%+2*=2%z`8THJ zMsf%omSC;;*K4dzapG-V^-W6p#@gUSA-A%P1a|h2Alk4(pTQcaz#U2C^{F(dMuXyg zBVSkpT*TkQPF=|f*@9kIc z<;A?Lll_-Uzmc~q6=lL;5*QKc2*ozn;}5~TCsBLrU)p~8E@LNbx?h9u-Or}d-D}~W z+N;7-{4@Q&z9DGV-ei6n)-IF8z8sP;Ryi!M^DY7CO3p3;$3R!sygNm`)Ab!=QB7M{ zeJak^N}lx0uA|LpiW3lL<8v!E#p=wyfYNnruHWQGv%9iK>rLioe`xcPr1K{MRhbCV|h?uBazid1N5(?{to`t z-Xi#2@Zw(rYrYZi{{Y1g0WIU+Y5G>LbuF#NlPsLbZEjImtZqqT85qepARGyjgVn7* z;i)uz9pX>fXH?g;d&xc$d`{7Pd2nMPJUOnyG<{Z4*Muz>AK8* zF1@q7T~5nVg5~Y+Z7vsVw(~}INgIRFg8~Tk>FZy4-G1EGRtp9H0EGVlXTOKqHoa>n zn`fzOJ|nu+meN)Gk|Z8l0>J#kByua^J%7bIpNRZ#t$2@HypvGYwM{~6{X*_Q6wN%& zWRdVV9G(<#00Og=AofD%XBVRQx5qvU)30>@01tSBT+uDACwU}WE29^f*bBIk&h4NK z=C1e`TJa>G7$ww}{z{7GmmuxgEPRffE;;w zc*9W9w1m;^^*<75^4(q=R3(IEi>TU3Ewpi(?x6Uw;~RY%(@xR+H}KlR&J|dqg2%(l zC{Q{KyBuTdUR6xGa+7_|xMEUCG(bSjDbDVnC-K5c6 z{4n^ZXp>pSi{UxmM=l8Y9T*bBs2Mz-nZ~=LsoaVM`L4wT^V( zY5Qc5-|4cJKpcnp2*5o(Juyy(SSOf>ZWiIsNa72->9p4$2Add*ea+S1m>2z3t*-2x z05a@$sQk@9ZQ;hyvpSBB&$k_WuP5*|>)7PxXLQ1NgM94-SPW6)1(+WB>6+-gKjJNK z!xxvAdNuFa=DW6QTZWRxDb`4fZY#D-j!#}I$z%Ie3}c3AVn!I)&$}G^oDZ!@CB^rc z9&3Xr&fyenzc(Jeso8Z7W86o?pByxqgIG%k2X6Q@dpM8KGQ@Cy8if2s_=xusw7xF! zG|9JcSXwmTk7)ZE@gKEnFB<;!qfBS7UYzyk@TsCOy|hMYuQeG}i7=~`h;fcwHt&8o z>}q)-(GQuPy1qL2fFxrli~MsD&frF;0TL&@RNo0+9voN(%K>$Z+yMZH|f(AdOL$wuEx55IB*3qkaWbkp{>s(BCnwQw* zo>{J16vpOxN(0AFQ=E3M0r-pY^83P}pwcX?wHc8|nI+7OR55P&CxSAgA6m{+gf}T& zpHI&|lM|5fnOktlV~}ysU=Ec?U06wU;3{ro(c%Ml<}+Ud>i+<>KDR!|wEY9a@JNI) znrWtT%5#+32-~z{=E>dYD~Z+r0BMhi*N|AnV{@X|G$0$H_8&X#4eRrtm3hw5o+w3q}!2)fL7~+Iu%N&v$IV6)`kG6lbf5dYpp3`bpQd`5z$My)( zZVKe)LOD6lJ9hM{SN{OC7sN}bBv|}IJ+4`f*e&CYRY?tmJ9i9rHh#< zF{)EX>Se!&{s!rm_Yp_%YX1OMcOU_)c<$~&7hk#&R{-SkPd6V5Z2ZWrzh}<_25AEk zKCgd1c*YMrjCCCien?&XWcZ-=6T@H8tdk$eaE zEPT?>B-ff`w;++rAKtzXPhQlT_l+*RZ>-(xS9f|<)b9*vBe7&KTEeOXaYl;7A_1Ha za%=Ie^@9HZ3vMOUwXIf7S`A5Iv$6AB!xghG`6lbMvoYDX8OSG*M~1v_t7tmhA7Yvq zV&0<;N{MoCcM;nkl@#%?jFV6%r75`Cv-fM@1*eC{#fyzsQ`QpORf&??($Y!1uQDea zoPbUpnSe}x4l~}qg-;TAuT=Plu6PaYE$)0#r|REmx$zy|j|BGC8Z_+E+j)D3?eG)J6f6iTdsUW z8qP{tYkEev1-XU?QRZ8jE^-`iQ6|PxILeWd4d$3hVid7dr+pTkSNsmApM@`VZTWgC*?c}|+ctncs@a$Vi;${kGZU`7q%s{Re z!oD#5p#CBFAH*7!^g3jBIu*r+v87u0TUeT9*6o@17*clHjL#a(3~UEJSqvZ}a;n1o154PXkcss=!U6qfFmrn5w^mj5_Y2RzpoN97H z5AKVAqEO{}9D+jTyv|K4NANzl`nQKQ&2PbP1+0;atBoS>QM7x1G&GUT4A~$C!wDmF zZ(M;~ai1*OJ5@J0rjGByJ~jA=n(m#Vd{pqSiM(Tb;f+4d`7U&;I1Kj&<~CSvZ=*6Q zB*4cg2%E9P92|k`x^IX)Tk#)7)HR!ZPfYk};cH9Vi&>s%QtwsGvy`2lMsFevFgQ4q z0A%&R`HMjKm3ggx(`j|5XvyNJw2cz#EmvF7yv;VxShbCT*%-XQmP^`MW?YubtQ- zPH~#}cUk?Degoflu4p_Ltp3p757N~hXs4DpGRpcIhUU@cl%^-APj}GaO(5Np=dO7(DS;bbr`q_Ic2* zWYwj+{iOaS$7KZ4-FX)_T2`JGDVie8A|7h(c-y9T46pYGoby}#p?sFZ1>9E>FFQ#*gV6KRx-Sk(sV%xpY%i`Ca0)HdNLz!!8LzvZ z9}nzRT3-wPy-x;)Dy*t<)ZFx;5})47WB|_QR!~NLyH&3`B#BY&kCw-UW?;F`pyU4l zuT++8M|mlv>*4l{sMFn1eNJ|o(~cYIZyp(KFQZV{Q!}J^0e58j0zG=ym+d3m^^XSq zsy+|g{Am4=?KR&D>1O``;!nd^rk_l*wgk5ed`!MSY1VutsZNk+y8P~bYnv%lx7jC=vdtM%j@*%wSn^a_ z-E3&JKP5%(BT%5eI8`_U^7N|N>BWu31qS}hyiZ}I zX^_3fp?!3=_Q`^Gu{;t$Bq-`g2LKa}E3NSlf;GQ}{xP!C{werpUeHC`FtIH%3tRHP z!Y*Sh6kvzP5@V8pX1vEu@q}7tzh$ZD{v*?@wR>5FwlhO{8EE7k2m!Kv3ikw#_4dz# z{59jx+5#Oq&q(-hD${oqw#(PIFz;-{JOq_zbW z%G*3wMexnkx~=Y~;A@LrLMWAEmK|HlR+JI*$89+Wa9}a>ASWF~eRum2d@9oXcjK4% z`>SZW*M~eM;T=JZw01jftb9d!rM$ZYjf;898*O={P#17j1mVEg_*?q~cpt()5*Jzc z;qek3YQo;+y^nzWH-6JJ(SmlSqo@ux;~SD36UZ#Uoc-x>d!*eBFHY0!tZe)}r9ig2 zE|;fi{{UvN)2;9V#|Q)fFgao}anE603NCszpkCV=I)(IlmZ5p5>TuY@sa;Id&obSR zJjUgR%mE9~V<&(yP{#?7Z?=1BIW5K71Dx}cTaow*bT$%62r)IIZA{}WD}meP&VBxs zSy~2pBF>&>Q-;NxMpO<78~FTdrs)vweED&ws$Rx!HLX6%BOdvh>hH`D0&%y7!yY;T z*Mm_Q(&;398br83bLF#N6@gNsr@T!BJnHbMniY*^UzP`MgJNR`MZc5F2Dm1-5P{3r2WMz&&N*zGtISVDWxJe_` zHR*KF%&Qb)0lrc|83(2bI0HP@seC!&eb4rN0{vpi+jDhuwL*{LVps*|u5*g$o4}gv z65L#A$4`VpH@shO!B9>XG;T<4e)dLsX16r&1!#9pKG$iWdEYkw06SB=bC5n|kx48t zGC|KKlc@R!A?32A;kz(NX&Xua{oGf(K{>_)k+q3FoO{)me*6W(%v;>Qw7Tv$s9f>8C>TFX*kAv)HnVV6KXb5 zN#b2*_VE{TvraAn^zxNo<@8g=dx1&RW8|_q`^#ADHO13Mg>-wXhKq5R`(kOMAof%U z9kJ=RHP46{5?Na2<*m2*Z!|g_fl;ys%*e_E^&Z}p>Gr-4)+{YG3y%(Jek6xbSc$l_ zlE_6px0yE>syQ9`2><({{Ue4o$T$E zi4o}0JThUn@xENQuR+ghk5X+u=E<}@GfLF7w3g7zb0xb(vPx6tMKP*_8v26VW4}t} z+(v`Kz9`hj#Uxtku-P)P z&+f=+2xc8l20B(Dx3bgj&5og^U0dHT4wu@rR)GO+s;jgy-Tukv(*m}yQ&7`(M%wnN zXQ48P;%WB@r62+K{oeYP2%V&B;JjK(r@C23U{83#Zz zatB&UY#Kc8;>=DXI8wUl?6#ns^sR^3vAvq~|e~Rb(Wt z)*zN#08dKzv&OfVo-)?7y=VRvzlf7p7WVdfu{v$ytGqe+oEX(&E*riH&TEFW+n;oA z2&EmhJZZHeY?>97BbyBJ62r`32*(|`?OFv{Zq`{OlIq@QIPyo$kT(PDJ6F|Kz68*9 zkJ<0WGWdhSI#ctYx3jlair)+g^23rGfzxoo$Em4a zIAGEwj!lbf;G+3}+@!C|-|IL0b@)wC&7YvMQ`g}x5ed?l^T zFO1s8=Sns<^4mV2c{z&RoU?gu!B-am3>D=^sjsc!8gbLWvY&8`cL^kr%3By<1{a|` zbLd4`(Y_w)T0O>>;2Q{h8R9KwbQeKn@g=>>D!@oLafjOONphug$l5S5lFd8Acm5yo zKB=W@R?u5Z79DN$*%m;tk@xoGk(1Y+weRFOml~FRPbW9SrwgO#{{RnNc-!Lpcy{Am zxX^UJ2x!-$24+trT+1c|iyLkZj^kpI8B`K539nG_ou`D;!d@fsuCMV6UC^G-UDPA7 z*RAy=I+ewoDweAQWe)UNA_|HI=?rRElFgbP0oHVDKiN*o9S+}1u+^oK-%6SFJ*MAI zxte{F-rOT{#YtHdoCac`5IL`K@rIr7_rm`GvOkD4YkR*BJi2d%CbxolRyi(#Td zOFP?pjjINvvJ@g@SYL9@!U6LG8<$RpHRPT!_-U_Ocm`{W&xrmdTlhSgZI@4);@bA= z{zg=S)>#F^AVDjq`lSp)e8hl3_Rkjhr^GtWhv6IRh&&+n`diw~s@ol8`O*@qr*Ks~ zq=zLzIVx*F*xzb@9;C6ox6=);g;LoqpC^bTPO^=X1^u$?C@XhZ}fnr*eXjS6EX~}pqiyE5h1b z{yXr;gkiP6n&VQmj?!!UMg++p+5uR^s^&>|suizz#t@02NgHcKDi_jP};@X|PW{fWNxUowe1rl=8^J z3wR_FrBOn044Sh4lH@4ph{5Pgr_;18IZ-b$UG|fv`mhRq9GRq~IwnF8D zyW}y(BStl^Gp4NdFoiB;bAJ%@PYUT@vHSdZ)PCQ6;yo|HGw2==vPqF(xNEuMF?m7N zUv!}7Zj00#rDeL>+k?fxA8%ibH4#aDLLrpn*#dc@JI7{$cQWRVehW+q8CDvYxp z0I!_>EPO)Hd~xGFD$>HkR@6Kn;cKX8d8~A~E+P9`qRzza94vO~5xg4H^SBB{~wy?_5CZnt?78p?pXvRH0QV(D0Uul*)@W3}!=>8SiclrMS zTb=~eC5rbxXS3UCelfMUwikC=UzU-$w(_MYVaWNn6v5ff3jQNBkXq~UYZeCg#oCR% zoSU3Bjc!Ch6UY)cE59S74r`GA0ECj)$&I|v5ziaMPnkWLaKr6q0fv0O7cOzwDdW9))iDu*yLLUwR3%Z`D(v;$NxV>+^55z9 zqg9Cz#}({Tt+njRdKm!1sT~dh4cEOx7PAY_WdfI+SG#-E4g;W#g;uA4K~ek>Y(e(@hG^ zab}@z(||UVjrh)bj-J%%^&JbvFf97tf_@!qdRoS<9oC`X%Ph&e__ppOVD&fv_OBYW z)T|>_^KGJk6~rjRpmk6YM?Z8ZCxOschC{D-qwG+N?MuVg&m3x! z$EZAQ<;k>f+m*tN*}xUj==$k_?hVwsELR9bk|m6>hT45X9N_XdVy$wbF55dx-|bk& z-7`Y)wWRSgi4q$b`M~M`V!aMX9A~C$o4CEztaTf6u3Cxo@XI5|rTBb2k^{j{H0NjQ zk4okAe~4Dv-;Z^zGfnXw{K;bkb1aiUObr~2>b_Zvmq5r@Bw!l9H;jBk6zy#cVr$ho zEpK{a5(0W-XwTOslxtmGFr7YEW{*f0J{xFEqr#KJJlj?oE`dftKlS?AOh)OG=vA&KkL z+M>4CbpT|8Sc=nBvnpEK7O5Cnf4#drfC(Kkdv~jK8(WK&9$P-B8v5MXYkJfc?efX} zqPUS*e-kSI01vPy99GOy>NCj7G#y98cGl`dH<905M;6dGWpRKzoDfcZYcIqw>$Cy8|FVThmjm)Ks&WdL^CLX39fBvxMb z#1YJs>e|~24L)+yN9HUBV=IAy&i28_x#G4gJU!xQZ@inUTf0~jJB$sI#0-pW&wjZA zuz$EOIf%1!u)+t0mo~n@OxoJgTAu^BtshVU^gR z^Pa$(NJ`PxTd2@+;LzP5%IiWpIDg>50Br$4=^Ur?JjGYgR2+QPXt^ zuI@GTgUM`LESkJ2DPQioF72#6#boODI@YlS=SY+$fwT9nku{?`gOa6~{Kvi*uX^Y7 z%SqtWQ^iNKsS>%->iUPo*YfP7u@1K|vH-0iLZmJaAQ74l>Bu;H(HXduf@UJVodhQs&&nFyu*A;oCM+b*(P%7IMI2j+r^g1Xs#`5YyrxgKWm3sra($;b)52>Ij}9GR-Z^5|S&zta1|z z^BVd~;}yO2vc2uFj`kn}7~Kq!3>=&SG3n2G_-n-K8tIqT*DlennJ#s zvZ#ckJdwu4OD7BSWq87nMsti~E851cakhu2d@0v_cjIprYd#v)yhZUB;r^YW=vMN} zacyx7@=bL-h6jMeQO^X%?8<&pz+?>Oe;#}Wm%+Xtv`tgSe-Qj>XL9p>iql2#WY=h9 zQ?>ITl%!`kC4d0qft**8>0cV;weU^7hlTth;hSwqWt+&>uJtKJ<+~CI*s1{X$0bzf z1m?QS5878#@b}ns`-|@tY1+Nr^0b=0wy77`tduz-Nn?-am~+Yu0D0!KofRjstT7H7 ze_w&xct1gtM76VmX7L!*A#}f=!#d@ZQS3v(TZm8ty`33=-OBCV$u;ZOemVGqsd!6D z(v#rV!kuT}&)MNJ=o3XHo%C=cyN|P~G@Ev^Gln32(lL%}%ooN!67lAbd*T`XB5C@b zrS^^_yn!^CV3skNJeG2IMga^=gk)r78uT4M$8z6(&U#(Wo8aFK-D;LL@!1~{==Orp z-N+luE+GuUG$6=JCjS8SgZsv%(WsT;>@RG&wKBEuh`Ky~6Lrl;Pth&>FQICe_S&b} zFT68m)7#xe5~NeZAdN!o^5bPda^E{1qNP49(!4|B>%DLLM^?OP;}OkuByot@m+s^N z#@vv4XOmT;@fNPONo6(ET6M+cz?Sn&mIRrUjS!T+4l|-0ByWnp|>5 zXWV4dtw|B@JA$2~Bc=fCD|{_UMrrdL)#J?@G#4Vq9Z9~^J5L16v0p)Na)qvA+#IO~ zDp%zMBV|r7cs2E&ovQdJ#6J#gb-x_=kHj{<57e~cw09ey{T@J$H{&SBB}gY|-_d_&FNWR_*6l9*Q{gLz(JzI#^PcJMEufXt z%KJ2-*`6ijD0CnadB#qD5~VoBxU=ZJtD3#fP51-iZwBgr6TT?e_zP38v+&K8`in0L zT3tyiLJP=SQV~D=d&P45!XkW)<+GExkUc_eTgE;j_=m0AXnLN9rRjQ2#8%=f%Ql=` zmQ`sO$gDOH2?0Rh@@vODIq*Ngz8(Ft^^1KPJ#Nt@@QhPx(Z#4dId8Q(+eYrBG^ztl z!xN0>IW_A#pM`b*00wxs`(xqGgQn`5UFD)ds%S5%{g3zP-@3exM^;_IOC*4dunIvX zaC4GZ9Y))^&iq^O4~umT7gX^F!@r37pMy19w~4M1poV)nom0zMi1N#Z+5+KNDeJ-J zygKVr_@(gITF`YpYsc|k>37!;r`~Fp`f1edt>%}@NK@>nA&_r&Y%;Sb0EQVkuTs>^mgb5@fFzzN`QGQg!gR>|nGbqmKtx>ifQCptZ zdGO1{-Xi#$f2sI`RPa}f-aR@yTb(aW(&f?Z?@~E;D3!#r7j(-iX9@$bIR?6Qm%zHG zjWit+$Kkh!q1AV4xCe=&eyI90=Ek(vGzc+TU*J_gYB+lvd0 zGVbuTrmd&X11y&J5XjL=n-9#Gb;wi53^QDhj9cN?ivBq*uZR3)py;<6g_Z1{EY+dZ z0A{teFss`Q%n=e-z?MkxSt2XCl^M!S+?w%fRy-TUp9_3P@mJz?_lrCs_HXQ)xs9`3 zUQR@En|wrPhiaU{$0)q><&roezGaZyXucr4wq{dtXLj(j#UrNHMr9}a*f==IuhKi) zj~(kj4vnXQzqfRq0_HEWY1-Y*g|)I<+TbHk4XFL;!tQ8B)yXPO7nAds#+?DYMQr{Y z@IHkDN#Lp0#^yP0(CXJXwOM3g89Uk`xG~9RXDmR+U#`mYX;n)NTGrV;t#1DSf;=2X z4N-p54*kyug6-tBTl05vQ+`@FZx}xAfb!WR-?e4QXQkVCv;Go^?d{H~ZD!HKdL(t7 z5r73ZeAv$ejC35=DQ&9H_MtFB2t$TQgLTG92e+u|YKM+|NBx=b$5-(T@Lx%%L9j^` zge4g6V5mj`*rAAR%nGhK>0G$lQ>8Z^r>TRj3W;BCrXAL^sp+2vd`04SWtRKI*M>;u zxhLd;B4dO|*~uG&xl@vI2UAxx{{R*0)?Wi}G(9HP(kshtLOnjq%C*hHWGOOA814H+ zviY)ZKXpp8aag_<@lKDdXjYyblS!5p(rvR6%0AHs%X|>Sejk2H^M>5nHPhOQNwoIU zAku6GnqEm>2~dT0a#}`X-J3kHIX<=J>Yn{9dTP9EuDaj){66Eb@Lr>RdEgi>B-iJ? zk!PJJxQK6o&zQulErI65g!y7afZGWb=RPx+TD$n?AJ`IYM^Lu5g*13#3ew%qPVN=R zRaoN=#If7C)RXdx=x+79J6{b(7SbzNZR0*chzOP#)Np_=L;!RHrE^{y@h-D-;;%CD zIK{Q!hh~(kppsZ3lI9@^Zkrv3;#VX92U05MJK8rD6yl{)+v#tb{<<0(j-znjv^Bd; zZ#<&X_T4n^58E+cwK4{fl78w#834;G{p>0(OLLv2-fCBW6ZPw>jVlBa1J;%UryJxNqi@z z-d#-uHv-XTy^-bEfy(5Z6Y`C?#(AZuHvWHkPP64+?)G1BpA4FKbO|S0b7w5lguB!p z6Eoe)9kb=3T$^~5gk8KdZouw+B1_R7!QE*sywdwzy5!mrW>dH96aYdV_*^MW|f zew}N{7sWc4{3yG2$w{Xr+&(^wKFHVm`@J5NIwxxWF zZ)Fhw08+k8ljOYMkbYb{F~>bIftsaRx3H&2m0taSBc(T%UVZJ#+gi(iGnQM2M^h0w z$v_(e@y%P0#J(b1A#WbLs|ZA85-56YJ$Va}#br6Oj{gA6K+#J1%wf-`BObr!6(qNi zyNnBnn*uQF5gGgkACKo=m8@_O#T~W2opTb{+98z}Y>FLPAP#>1K|x zEWa#b8Bim?B~IrcC>=5g#Zvn@NX)RLQU+pJlG!{F!0C{2f;)=Dxz$p}1#6pFE<&aq z$J-_m4Hw{f5o$B8u9= z-T|<0nqnT|n>?N4j2}e<-QN_&t*#;r3Ww6;3cLacoqK<_1tn_5@=jaZO{P*nZ8QZoF}{3NWW{KnLV1yq4cOG;GNE$SaJ4>t83@{Al=w z@J{dcX+a899W6`5IyOi+7&zeet;l{W{709=+I`e|E{SvY=;odYXVYFMDF^~)Si|9w z2^l={K%?uF*wrZ?MBb(BwsJt%*KY~y36p|Hwt22n?@hV|oh`0dk_bY(m(b*NBOd%$ z&lf)xz9?L34xjLqSXxCG0#?!V$d)j~3=#31Eq2D_}^H4Y6rdXCb_6dDFIqb zsa1FFI0}n^tB`Y^e>#~~gn>n)-@H%Z$JM+us4R(e*3dga7CO66P-a5)9eagNxm-x&CM9}sEH zb#3P~>b!<3z=8Dl^{Sy#DTI~L;vO3KiKO^j!LOoQ_*zTJRtGl{U26AjXDpHo7yBZz z#lHiBNybmDaWl^M+SHfV0>vkpnUXt8L2nc(*;PS1R~@o*P1kI0^sP#0q>fbtU=oC6 zdSNV(hg#wO5ncGEe}-2g4-tGi@Ya!SAxlZTMP+X+jkSrD(L(vI z0V9@h1`aFEek$tvb??Qy;h=nA(*7z(HLBfTPvPAv{~Ou5mCJV0IwsZ@u$M2@VD&MKZ<{~wHCaR=gLbpv{*%k_GXMtEQGv(@fJWE zoaetEIOv`wzmHP1ll~K3U&6LBt6JP@mX~glTf*ZF%8*f2g6`Xf9GvlAtNtp}^gkN> z1HACM>bCw6O;Qr$R2Bkw;An@PwWDym&kcc*$jGmgJX7Gm+2J%<>^v!Dt$5?caZHOI zxpSj6gwPWh%Qr~gH97f0-_@S<3iG9)hxB!i(NL| zbv-6q$)vitl^{eji8%yF`IVfpX5KTNYumIfa{Efu;g7?tbSd>4g^tv`(RmwCoR=9a zq&Grw$FCLhcf)Unhd_;QZ{};6!+{g2BrmFtn8*3)Uhy4;qkii)sEz?_;Gd!O`V(FF zYEInNIHx^qU%a-4%f#B>+tU94SFyK|zS(_e8nXG!1ckiLRH!UZC+Y=f_*26Aw~ahl zbe$oz*yfHVxSHbXO_4(wAa7%Wa!CUU4oUQ@_qv7J{6DeL*7j7TBHp0A~bEKUnb=tomiG#*l6xi7yyp;oU(m9y$3HSV{iz@7vjiB6wUZ>c@4r zno%30h^qv@9y@GqL6qRS*GRT;M~26tqR0V1k+hJOlp z&%|CTZv^o_p%)uJm7qOGZXchy0eX+TWETCdM=XX zOybYR4*=<375pvYtvAKKGu5Kft=`*Hw$?m5b#866NpK~drjjLRNM(&A-1+%K;Mcj$ z<8O-^-K={50EIpuX)^d#{{Z9C-%{0n%d20;e&xcWA&Lmk3=&4($aC_al;`MQv%iBh zop;1HZT8uG+xMTt*KuE53*8V<9+qJfkaa>ldZLIt?)-7~BBgH!O zUkf}hsp+@+t4*7$?JCgujPVygH1-X~{ogzTk(3x-StvJTcfs9S+W!DwiErX2t>Rfe z8R}jb_{*bsPfhUVtpb~071^U*>9!Y2!Q)G$l|hJxPy~nfa$t<1U<`JD5VcKX!pW@I zS@;`R@cx=jwypmF2!-U&HNMr$%C_u^2G#k@Bj+)aRi79>jp8pAz0^TI(`J^AGGY5d zd3z7crSfpVf(XwCBD}v+vADVMwZDvfFLR}7-X>dLu-?acDSHiS-z2OTMn9Py7_o|R zmQBpKDoCy=Rl4QqZwhODna$ptUmu9q;CSUdODN{Rf`^E@9Soz2C zou7i?@QtT|v}8-^EH9(Dz40{hi7xD}ywNd{W>LON$y{e@oM7OMyjP@nid}b5@O$c7 z#JBz!(66KkVd4ELRWJ1iepO_Y50%@g3-?A#6I*@;_;GKg+gs{-wVkwjiZdHaC}i^? z(@^wOIQgW<-js}!=~_CP-5gSmhvz@X?*~f{jwSJBwu5=1L3u^9OzI}@B@nGI2j#%-40M&luyVui1}@-W$;`JTEr6s!OliriE)g z<2IFZ<EL0~z>eJ%?hOBGHuYiT8-efuVPv!yx`bB5iI0Q+N^?x$&E6FI`%Y%a{i511cJ zanqW&_M26+7ZKY{BvFm3)Pdrx3*i|K`kv700dCl**3xzM*tS{ik?8o&wBQon@d>cTZk_swsMS{;_7lXvWy&# z2R^2@jxYv5F3N*A$^uRSt9~fcyjLo=W?u}v++1oHAD#}X8*zLa^I{NX& zCluALX$(xF)3^0|o?YS#ZEoyn*V5bEyTzu>B8yi^9?^s%IN@E#=D5KNzk$OX;;v8O zU1L(y{2^s(`fPGrY39~TNG_HXv1f&q1R=P0Oodir7cA_13iK!-f*XpZ@?|K1AU07BoYK020LGj8{u6H^)j6`RhHD^R&@I<7*Zf1%ea7=LdnG zdeTdKQgAKf8RR%1obq_x*T1DpC4^ESk!QKNR7@ct{{Y`O>OQB8@mfY!M>M3_*6JE_ zSZgucMXl-AZMSrpUQIVv@j;(WVRw0}Dj)%D;lF3MkYxFr zn`)}^IO=^X()Nn`oZN@cejrFRjXLV;OPdL8B10p~5s`^iV7$hDWjX%$_*a7Xw&`^Z zD(PZ-DemS~jV;+p`AH{*C+8UXvPMTO z9S%E;`&Z1v#5Q-=@kVZ=N&MpkL}L&$DN}-@ETs25^sXwEq}|g815*D0MZY$-;P{$# z5wvG*t+0|JhX*PX49ARTu0hRPK2jO{{aaGGjjlg@(x2UgAQr|Bcy4o%k4i_q)1Otm znFuQ-DVsR0poBvJaJUue-qzm+7+$Lx(Y|7SxapmrE4B8FA$L`Bn$A-dnVR zS@y7K+Z$IOEmM}4H1=AbKil}OA!z~oZl5=u`@PUk8b2|9@jb@_Aaymn4z&&Ks>s&K zacM5yvPQc@u{q^OZp3xXPpWD$#|E)yYvF$wt6W{18(UEol#G`va00Z6v1BW_?*cL; z+kkM{71Vf>z_DpQFVn4V{C(g_-r81qubjQAN4O2pZIqJCq^NdY0R&^U4e4}+?49g$ z3wx)SZq2;6>V?_midV`4Pa%}@IubG0(==S&%OHW7?kBgl1)`CrK1zn=l|er!Yz*KG zk)Y0|kZV#T!dsE0*)b7@W-Ks+5wB1X^MG;E zy59|aF8GIU@UzDM01^BFW#K;(Y5o+`<+EG(Wn24(b_*jSSxSm0b|hg`f-{lHBE0^8 z3VcVO$2V4u@bkoa7MZ9_mU7EzUL+6Y?~y|S7?uj*i5!!P(MdJG`HfMPuV#0aehKm1 zz8M>C;lW{?4_OS}&b*anJ7jmvJm-jP7LQeMK`!@pM++AX^PvSj$7h5zP9imi#&6sSYF%))HSGKy@inD%9N>)86}B<>70!-g#Xw$Y*cE~J>$y%1exPgL4SX$ktB5Ww zB-3wRK$j5D8CHm#VQ|B9H-6oCt{Ugyw}&of5&f2E0?JbetXnz82yXt0c_iYStWUE? zz}AUtEUuE-g=RajP_QQ+-D{!HG%ZT|#QJrGj8J`<^;<|Tu3kNn#}iJ0*!tmj9D7&Z zI(NX|3F-Q%U29I%Vzq_8f15?~q8(S|d}F6W?g8mtev{xG8rFMNu(SJIS2qmSYxYfz zG=n>sAn((Taf-sEn_3qbqTFN&kmEp2yc8djqt{{U+VL=s+1Lq^gCA8`U4 zDC?e0Zg@-KBwiJQ*5^}AMfDjr&m8xVmU&6&-FV}nBc*!udOSKc&7H^DmdfjENg0_l zC?M_J$iQ_zpyUdW`LRQG*}_PJ%#n`iK2yOg*(31j^x~q99ue1Yl-nsJNS3}s+n0=T zf#eO5gVP5!7)WGy32LEa;5c?gasARUo_?LHQac;Sw21FTrSI7S?~3eOHp9<2d}9Fr z06MKL#q4%>7ZXWr){!RJjl`G$w;1`4IXL^gj=T!$bBUiTGcK~WZTp0bkT4@~+8n!hSB&?RD!7BTVz*nsuB?*BiXE^F(50WF)E#TwD8roj(kzzYdud;)P?Wcb!`quyS;F`Wkz?IT0rsUGI_$B zdJ4?&*TVY?PZQZ*OKsuL7Nvxd%?_QRyIW5UvT~@qpXLCfFBl{s>(ag!ztlAw`JU%j zy|}w0acS=^48#I*a$MkZ>0a6UJe^wO;@ldJk)i84j-7LDC6(RPrMnpIiNm9@1Of)% zT#ePmS0aRP@~axRX?Fc?5zK0HsLChaQQvs8#TWko@SkY%!QdDr)BL1eQWHGaYrEz9 zL|F=fPT;ut`S-<3t$aSd)VvLI6donMe-_+ouxjS@XGjjIEx5a;c z&eYom1Rt_2ud!NILd%s$@>u-% zC5Bo=QgX)tpPd?sK@ktmP z)C6KMz}6KT-1I3;P2Z`P;Jq(Y@OQEM%KDF!q8q)NOzlVVZu9S_eE37)8g;w@hWcigH*z+W3kC%WHSB-eE-*{fmO$$Yb zMYE0XEw1jNx{<9~>deXo(niWTl_CtvI0b+Q12t#DnjBsxk(b0e1pXzndv=3NzSOMQ z*52I?Q5OUx1cv#FfbPI$hyV<=weD2gl&tkVQ$*1;FBkkAu)Xmm*1M^A#u?4W|SgjtzGo3~sOVkBEBLf&T!tZ}nXY*G06{bj81$&YsLkEU>g5 zY5Am!_hFR2SY(Wmim9e)mU<_LY;^kzD_aXIc*4hTYZk;#_yBbz@=4^Hmr&CDL*NZZ zT=<2jN#X5BPn$@AwVgXwk*#HgEmepX_X8@U4#cE`14?}oe! zs(7zUw(!-ipW$npTc}~Sv10q~O~H`vk9s5kNUG$hVS%1@yiwyzKN0wo!W%p9+P3Mm*_Xme{GBh^yR zQdo&ykr?N~HV4SE;hk_-BZ1co+fyfItj~@9BKR9n(R^#IYB1?{nnkDfv%z<#T!iy< ztCvwQh1e3U8;0K$fbC^Cz+gpr$D46&9@a?IFx;hIft+)koZ`PsZ2kafR+`uLoZcJo z9;ba9EXvoh-&{u{t7RT^l15o%QTJW)SBzK5e;hQw4NLJ)TfNY=&kX8sB$3alN23he z+Fm*GTG=+7FUb&TBn*RHFx@J-Rb; zjoD**t)#nIO0xpS2Ecp{KQHmA5fUkt(kE@l0k~o^I+O331Agp$@nAV~yCfAox&S+U zd8b5C9i4zI$^&gA4tVYV0PC(pR7|l$g-w#AXFoBB1L^+&>ZGC-%uUG2+4#Ur}9zSI>y>>p_> z1AA@kJ%G)5XN#1LGUDFNAk$@isumm!hB)d@MhBq!;<~Cq#xGJ9r_4VWbo&+fSEpLr z>GF%K{Za33VutJ$nPFYtRIS%?oG`{d?kncqDqHQSY#@()Us+h% zS=c|?E+k!{S#nj#10*XF2iMxUVLK}@YV49*wYXc`7=Fbyn=E4OfZB6|l*l`XbvJ}P9 z3)E*)3mKY6VEp~;{Kq-XbM`(TiaT4YofAdTP4Xd<=T?_RH#5XH7iVYafRcB%278_b zdw0X%4Qn1O_(Zw~hI}32?+@x$Fg?z>eXCxiB*bKLf;mneV83{IYH`r#Ak=brhg9(X zfhLuuc!Jj8yt%#mHNC`R%mZNzlVNZ`JAnif&N;83z)muvlct=X<#)+Mb6U zCCplewX15nW|`pc58hj7rcEx=AtKsa$d4Fifmx0wZN>Hy0m~8Iu6SiNAM76&-)k1} z-RZE$V;tIjhN1RIxhHRw0PCD%w|afOy}VZwP9fOx zLLzx1gaaam$Ww#J2cCP^sXQGQ8(Z`L05g?hCw>KW6&=3`%6y{NEch+aF;{3onxdP)0j%fkAS-Y!3JYro_cXo==H+6%tmGFzQbhu;u939I~Z zw$neh-CWt;$Qx49UK!?|86DiX1OON@Ay@`}*cq?Q9a~#p5qO35sph=ByOQoWmN}c{ za<~zqsUcT6$pCd7YtXzM;$%M_tfjZQp8HXijlJST7?+er%Fnp>$lH)WD+9*8JsfBhv-ZGvp28ESzCS@f>FyS3#z0T6_r%(dvI> zJ6b!Frs#_Vl5K6v%42T+G6~}y>*G%dYCaY4_k<$T4vht_se7nJZD$;MsJss|f`;a1 zAU5z75TN6N)$iJ6&Ojr(^?!N%-{>w`?xZ7g-j&Z2cQcm1G?BCVCQmfm-j!E&t4kf)&- zHQ`^{w+lQ`!EYY(krw9}b|*Md>HzIp_m>73qPcq}3o-{T2I$u~!5HWB=7nF#T&J$x z>E0N+5Zv8p7x$%YmI-fU)TEMMFlXj)&GWVg0l2^;y;_%9(!SXh$<-H0kjdrC_6-pu zlPEyUZp-oz2T*y(t$55{Aln%dIY%IQfs`)tI2jn@sqf#`tXylR`gr{3oWwv7rVA`+ zIVed7Vw?_oo;joIE3o~U>leC?li~|_&HlZs-$0WEotDkQa&oQa5tniE06@s=j`f>& zW#HGGURqgRMW<~c?jmUxPqgPd6qY-fDBJ-9j%&}YwTbTS=AKz5XyWqYc$DGxo^XnL z3=EOaO!urAJV!Dlw&por-J5%^Syy(_JMsR`d*-F$U4z-4#TSV*t0`u)io)vmN|0`J zmigm(m@XBVc{`a&2O}LnO5o=41GHd6 zU{s(9Asl6Z%WnNS^sZl4*7e8GH5bw#f-PIiWwU#g%tiVFz;m~rJ@Hse5ZP*(0(hU| z){Ek6)Uj!=;=BbOIj-S?2LbZ9Dn>qBXCvmVfvNbbTYI~&7HFOv@arn7TU%+8w67x% zy)4WCRqO(;dFMT=%k1C97E!|vtuKf57l~PJE}^lJnrx4mn34f)$2s=&uA)6uuAL#c zxww_)A!jnS!lgz4RmaL3B;aIw)^8CmkMl3tuBN7~q*+aDw$sJuF6G*0UobO&cz0g; z?kmAZE|om<1c1n{n_pm?iM@ZXBYxo>By>UMYDL{|`9 z&V0mlD*05Ekf~MNIqXe**YF};D@^#ytLd@bS?d>*=?g86t!22ZDwuiW8?aRJxgFU$ z;=a$(J`?C#!|EFU0K|PaK=Ccj!CQSc&fyKszMpD`a0})S_0qBPBya)9RRn|vy!_t_ zPYa20h52-9{(sj}a1|vu-K|eG(!4$KGhMjVygzU82gF_!*DWTJIV`UAG9@UCLQezv zExIW__T%$os1*MI9cg-B!>iYZx-km<|%bqucm)CE8`?^qghE9LmkO?Qm!_+ z8?sLo*Gus4L(n`_o+Ht`U#MvDrNCQ7js%}+P{U_jl^ecqU_P}a^|q;TtZ4~x;!AIc zFhQvOsOa~0t72Y7T%cA8RHB|jzkc=Qxk^W&?P8^)vE~|vxo6;C72c)vx|fgi-C8tF z3gDkVS4kk1W0y~y5temFGb?Qj%N&7$ATjkd(tI_ec;;Eh*eo^41e{5Exhm7K-%fnz(OO2g zbEzb+;k&CHHo`xWeRA>>D=`O@w1oZt0C^jX^vzoF9<8J59|?6Yhj-I>m&W?ep<^OQ zklDxfy{<_~jxieSJ4%v4J4Jce*F0AbhZDqbwtzf2I+RRV$X82@77IMGDZ@pD?4S-i zS7qUU7WgN^T5N{eKNt9__Ty~2zlgN&4_w__yp75I;;ss)BjrHBMk&$f`zvEAsV!Nl zX`p;X)-=5f#9H33;q3#)dTbs=otd>47E_l{CNt!T7tPu~)vz)8u*g11t$ab#^~roi zu6WGc=^AH(#gob5TU%py=4$OD1Tuk!n8zez$dBb-R#wl;x1RA2kA5y|pBXjyejn>! z4ZLAxJ=A|-vAWjcf?FFb@X2rGiNxhgZu1Kb$}pg2yz9k&A@Q$=yjyHOGx&SJNuc_mHWp$V=9wTio0husoeP2L*5i9fVvX=ajfG{iiq8%o55DpYRgju!w|*HE2h zRy455Mix%`UB|0(TJNTxBf`X9^7gM(+P6gZ(SKfNl4+ha@ivR4Us(8iTffsSbrn-` zma~z(E^qELwwwxr04H`H6^v9AW+f;d<Qv9FJW4_N?9$S%qj{%ksy3B-n}v&hd#FEn@Il9H8o6hAWvJ*j+Mb_%rs{SR zmRPPWWD={G&evRn!z&CBN7B6O$NvBebPtG42BCj_d!y@iOXVh^W4CdLjuu6Klz?(U z;Ez%>R=gLYcu&AOUH<@tto%T)a2am38TE;Ta!o5J+qu+jUI4-Yz##XlNjT}a&q!^r zA23eeC<>~ZK=tE}wH#5z(HzAr8%`8FT|RH}DwK0t+(NTL@k?ykWs)}!9(s%s*FVan zf<}_uMZ6Kf`6VlYdx6uZT80OxNUBwpP$*IIZU77q>TAcoD&I|~d^DQw%F-#_CCf_a zWN0JD&mbIOfX)vCo^xK?EGz(Fw`pQPR{57B(D9GPxGxpiMSY-Z8hp@7_E!+Ky~xhv zv4%dG$<9wqS48S)B@^@SN_+3^EA6i~A$@`=Uj{wn_edD$Y5e+*wWAibad)Tbl3v?O z1-;CM&23<}{{TvrRFdlB_?tX~#{)IpTKR}miYg}5N965U7Yw9l z4Z+7+89?j)eV{os>#AoS;u1z_bC!;$m}ZY|{aU#R$5 zt?%Yr^@c4v1teu-lW>YxenVvA+c@;D%fdbc(k%6aifc>Bbr~8)R#;Y32HqLBk})EJ z*~eAD8O34fo@DaNb9EFKKW0N8kvyAYf<|1a$Qar%Fh?Nby=z9)<<%pylGY2Wo9QJ> zndDN&5E$$~a2%csV;SyvtYs#Zkx)yh?;Sf>8RFAzEWAT&b!MMtd9GYakfQXD_YpLDaz||}+on#)#R39H1;NJ^^RB7!55ji-Buz(0@aC_4&ZY=X zsj3qQg8`5{N&u0!WR^H5JP}n&619>X+Un0z@ZHVkqvGq0L&V-5i^bj_(->O)fXMoM zP&U!!NG=r|dB}6MSODDQ@GHL6XRx1DdF+3*mKi{IZ9+tna_8?I$^x?b9B0&5&1>;b z#ro~+kX&Ciwv6s%j>6SMFakdB%AjW$<2k8Q#aflJI;Gr!bCRziApQov*C)d`(B_{1 z0Px3)imIHfk9t<#`xKA6xP@MTbw7ZrWPzhJ#S{kp;+JiqhDSO2e>(EL1ICvRtxPX9 zD|G_d*UOSY5oBSt*b~Rfr#}6w$2>{#KT(ra)Vx1$uFSSk$s7%+T4N?MStKc*qW~QD z&2-nrQ>NN)R75FCO7`67J|Qaj+g-Ib8kL>JfQ-X7ogpi61HjBocsbm6eEWtm^5Zq- z{w==Oyjbvf=TVC7QBn;yb37$WO}7f+_JUQ2Gqb;qR*9%~8?WZwW-a~EW z&cJ=wEIDET&pAAr?LH!%Ls8N%bgdH7`h9O#h9;gAnHCVSsFFoo@XYEmQ?EJAe6>tf zSMVy*~b1X~sZhesE4t z{{XJJStfU$Qz2zy*>NU82e>1#uR!qkgtben8(a6WzKcj@m(SHc&*nm&Sozn3k^#b> zLf!FO#+#OjTrbq@ydmOC`#*>lZwNDLDL0s`$?~Hy$#w*1IXTb0eu4Np`%=}sEVoxu z2%N6v3As0}7jVEma!K^BimamYZtdZ7bLPrYS+3`^5VCDdG-}Bl&)usk2C34AMT zvB$Ln?kZJR}LlFSu?7Nx#>2yH?biPcbPh_)+vPm{HGnepTe%K#EQ

%p#J?l772oWQAvP{-zD!CZbBAk-;#3P+ieU=(4I3Y=#Jy7le# zu1-=hD2>#6Bl~ z4fuU^FYG;UU9yf~E)z_ETu%}JNRgw?<^ve{0dJd;fnFo8e0lKBui=4?hSQI;vGX$ z^F@}Ib!`H;X>WBj*`JsI6#)f@eh3-H4Me3RY3#K<7UxvvLgZ`1)081<{EdDn%YfBZfWXVCNY;WaRpEsW+^JgD)?TTX;}} z9ti&N^v?#TL{`Sa%B4xkVY?aiJ+e9yPAITk5+@OcSmT+Cwirc_tI%#Ajt{pzs_c=m z1!6{IPzFx`{yhly6?!avkzK<|q^U;8!{eva4r+HUmyGf>d=3FpG3kzaA5JSuRb>Zs zXI7e;vmN1|7Ej=>hLO`**L-Zx(nb{t_E$Ztb;gX3JAW1_rpgl3PGOy3u5S z2ltca9eL)u)s9hd3(q>gn(GWeqKMUkfZJFMkU3&lcl;~fmMaU1<#pqBwEn+C#Fh%J zHvOB?oxYRt1I1cI7jfynA=K;z)yv)77$g~%QVvc?J&E98cdycq+5Z4Y)T}-TX&3tb zul>1qdl0*Z=1-i*1Axf@bCV|0PFVFkbQSrB4v`Ejk_jb}K_Cpvf{5A3JbRA(5noDt z8u6{g_3owNJwL?*!nf01HQlzJZQA2bzF;#TVov*U$4FRbC4!O&uS+_D#bCXqD5Yn2 zWv}_@aAA|9UzTss`bWoK32ybzA5Y>R3izqKKV>DWe`v*bD4H=o^NAD8j!mF~Ln7_y z1}nxqU*L}&r-9o0QSnZ@;!8~){?Agk(qJ)MG_7kQvuurR(6;n45~_C*@_>3*)!rJ_ zt$bVHIdo*VkHdZ=((VLWmWwQ*+S*Vu4;;x0sSc8Xh6El6AaghR9;;`2_I7ES;R$%j zY>>I#y-4fQzdx-~QFgKQI9)Zqrv29sG4-(&asqSK3@o5P)`r0BAcgm17qAkqF=U}YZ z$2)k+@UMluJK>+&O76_*IxV5rH2F2VE2yj^`%RqRXbF8BGGlWi7D@K?Lhaa$eNzsL zq)Xu`;m{Js!aIaRJT-L`nvBIrM22^bcCc(_P{Ux!Bx1g7@yCGvCTf2c^v?=kYBwG()AYS1 z^$kj04mmF_G&^}y3vO27w@k&=wqeYUs>FeS59qF^sMzTG9F2c}7M-S9KpO7q;$a+6 z#s@C!P80#&ymR2Mh;)r&Zxw5IcgqKfJWsCAs0e1aYjF0E;@;8W4UO^n5u=vsOOt_G zCwSP372P@W#cX^ZCxGl4T{7E5)^%-m!f3qz01pd&8blXO3x&RgwvRT};wd&WJ1H1o zNXRC*?-O`4#4m5F>+!{`Uj2eGajjWu$I8{T)g*w|5w|ZHJS_2+M#pOVi%Gb*v-scO zKNn3TRvI3s<3AF;ppsHnJ84lNX2=|QlSAeZdKbld*Tm0^T$1;v6PN8&Z;}3^kAD6`66)e0- ztN4D?$J#V$b7uN6Ya4w+BW$yIpJkPtoPEY*VhI_*ITiB55p6zx>}*w#F$X_fjDJe@ z9twswjH^-Ux_{QE3~@Cu^Hk<{YYYuH&eOfAZb8AwBiv;F0F6W~Buj#(7nmH7$~NUk zCq2Letz+3=rpHq&Dk7FFPBZxb08iywX>ienXk6}66^U$na(yf1>P5y)Gu@{7mC+QD zpo-{bOE+lDLQ8n}G&~Tb2jTEYY!QRad|Ryi8~EJbJF}IwjR(f|Wy>|}{vvy0E^rvh z8=+;+2k{-f2LM;w3v(%Ho9z?eND%J+9&wgD{s+Ay+(d5iDjCAc9xy=Rx!`+Kr&YsY zxF&e-!(Rw^*Tec`{{ZljPp4aHD-njrO44qP!bauGy~92;y|4k?Iu3%pR7VhnHu-Wg zj)pPwW3NB`Y+|+}p4g&KZbh`smM3q^yMRd}r}Z@y&`R#^Jd2eDjD=L^ohKonZEWH~5IY@}f1cK6BS>0JfWv^s3_ zLjk&#V`f`slV{r(J@v5sE>sdsR54^xIZ!G7gS8yQn z&lESIrH`MyUEz~wqcqk{E}kZ~3?#Qznf`OMFC7L(GI|_(*1v>)7;8F@g+{k+8In7j z18y#^rCW5cm3Ie{Z!yQnqyk9!j`B8|@BBmKSv()5YIhbkcJkbdWj4|@NXk#~qahh7 zz{Y#m!XFX-C3v&NZGZi>s$I@!x_MeNCL>Nx2EoC{t|`-_Ip~b4NiEM(zwwvDp8$Aj z@=JTme~6wkyR?o;Vucs`78{meByGf(bsJ6*aG>J6dsX<|;|)T2*>&lx;Ayuw;Mwk@&$@Q-)LM zz=8-of(WllmI^o5R&z?UnmfyleeRmwjM5Pbm0iO)2an}Wc~(nR+9cqPF^}h5TI92QiHB(ga3fg#P z=K2Q{G$iE{lBDNu@BXz>*0jxD9U|*eTZpvHFHMNaaVy^WM-7YuIu^ksE^=2m2DzJi zFSYzU@m9BQsN1!idOR16YOCiGjdV~Ike`sAzTjfDuZWZrQRqx4sWjhHly4AS>KemK zD@gCLi-kGd0LD4sb67IoD04C<$w~k+c*lJE*6dcY+eZ(z^RkgMK~M zv@Z^7)>>N6W2;%M)rG(%mg#a!LN=~ebyXyzcH|R+2aw|Ac5>T82U*lFwA(uycrNW( zk_hgukx*tS7!>lybA`eDYpS*J3?FOM_5D)mQ%bXBySud^i@_^I5qfjcPI1?Davmh` z?d`XU?sNOmB-<^cNxbsNIT>~P+z(3Z{A+C-UjqII%MGo>+I{bX+Iy*fC5WYcB1#Fn-RA5kn&6?vJu zw2O{75@{X|@s-Y#Y5kpImzpKSUTei~t;G}VJCwV|$MNO=f*>#G0kd z*PzKg#Ln+=EMRR_lO*NXCVpPHPzM;Vpu8XO8^>BVio91ph%{Xy`$~&QS#Ani^ewE?dbyvJyYgxCnS#GW;xsFL-1w$1P zl61JY;!XRjI*}YP=S~L&H>ta$0r;pH()fNYL&Nv)Dr&ln zI%v7Of?&CW_4A12{OqziruprLK)SzvMBC4 zlTB_k+Su~_U*P`$hBbc|E~`GJ<2yNmA|SKW$|wq?AP7|LIOTxjn%3~wh4sw`RJ9}G z4~VsG5gq>1r)p3`Ht<(~lWpFM$Se+e0JyHsS36-tA`dl}ZvLHk8R$N~^=Ylc!Y$cl z$t9R=AZM-tr_C!_u|4iJUNDanOnz<~Vaee1C$J>(nzNrQspd5&B}$Ol>C}!rkJgzS zaKz>$Pno}m%g=0%eZ>ZG4ViYA%lqsC{KteX^lmebI5j8>CL){T+as0aqPBKpuWoVt z&04mGQ*ezWZ^ImtrE$;o9OwGgTLnq1Y-PDqx>&=A-Gd}$fICR;M?&7FuG;C^QfV56 znp(?c4AGXC?Ds@T8x!*F4UjvL&Ivd)uV7}PGBn;{1~mDAB;@3BIO)%7m8E43BbLee zfCnJwxIIs{D+^6)n{7JQ+V*w2mNmmo68U~&sUcXeAQCW6GtW$Pt#tsqG^1>UV1~{| zaysV}*mNak2L*(TyHqhwfM@tmy?A!1;GcnQSeZ(pG{fatGP` zoP{g*H+5~?=cYZhZEI|yAy|C4Y~(jm0s3+4Q8Gs;Wps*CCEl4Cb!>5uLU1}&#!V3= zbCvS-PdrJfYTAaYsH}LATWVQIyMV%~jz|EIALi;aiuKQfTHU{d{x4}4v)b6)T1_k2 zPV$1O0?hamA?IKmeg%d{TJ!lz?pJb~_m&_L!OvWOI{gs%Gvc2Pc&otrcl;!G9vap4 z*|fp^r)wM$pooTKB3Q@WQlBn*WS*I?sHcdI9|Gj#%%!8&*1yT0H;Ig@SGDb9-TX)4 zO$WuARlW4_N2F`8z=ulLZBbVDOn#{GNP7eP4V7R>AcAPN@lT9AIV3IPn=LzE(b&9l z>i!(Dm`iEU2AoPNS^L1No`uDzQs@WnhP6Zg(q!6bv5gShUkTPHgRT z{Z8{u)@^P@#+|7(sBo+S46C?ct0^F_anqo$61ebJiQmJTZNz^PZ>_K9w21wR-(R}A zk|uAOMPRdG@CaSNV3E)Y$kM(Lc!R@U6Y&pK>+gn?C7NWxO z5*x^^mn5M~CC*97aQy>fv;0ruFNv-3J4n%^)x2?}%DOX2Y~CJap4U)obqewb#7`zj zbR-ZLIO=O_#l9hz#6PoVi!~1b-|6@IgXx??;VxuEbPYTY3lW+8k2EZAf?07~#k?_S zx?hLxYtvb)bcUpQh+Kt@MN#{v+@d8#D3}qF|H$4v^0;yGe$;+X&NXL;L zwc{-nekOQV!2TuhJ=ceItIZo!7sxdfXj1EJPj7K;BZMyt<=-k-h8ShVe4Ftv;GU=9 zABT;oYC2biw2dlbAdYK!-eaLjozcm2cHlg)$TvpEXh?}n00C3 z{Ub>6l1By3r#zPOSwXDBgjH`YLdzw@Ib0P3bSshz4Etw}E|ct%ql-zRSp259ySG<~ z!{j?1-GIm-@yX41VR7}a^IpyA`TF-f+(jrj-fQ~u?0zmy74Dy^HI?jzHR%5U5OqI?x85AqqwvMtx`&ah zLl%K?42Dq^v~X>>K`VU5*UcnEnIse?eoR-9*vJ-5t^o|kBLs7S(0Bg;>(|g`ICWZ# zaSA-Q>Hc0_j%*!gPNSyX?frfI&YR9zY+_g$BY{)^pzufgea$iBm2WorXb;@Xe=9dr zfKU0w0yvu8{K$f|W94wzVV=hwPAQ&S$0~%7nDSd=e87|3d*l!BubXM3*-bKdBvHCR z5D2h&1Ogav21iamr8CYO%!Wnif19dS{~Ayjn{ZB2uFGBbge z7z=}+!>8*=43BKUM>L37uqF1F_2(Rbdmg4R_48_B4QVG~bKJzcAU9ue0Agu1HcEpbm69= z^)jm)qvtP$Uj?<2_qn zw7#Fk7fmy2;k=C=ERhY0?Ko)D?t%v-j27dtua@s(xNUArn}?cNq>#LlGnRK|IV?%# ziS;$^QG{hBBZ6|0Rx4X+u?GvW$sKZX4^C^Z({CxL+NWrXoaTq1@$K6mt&OK{xCo2$AOLQdv09y8G#W=M3oHCP5GwV-OZu>dLtJx zxg{UVV(JR?;GB<2`$OQz$3KXAexLB8;a<9)GrjPo_Ni@eXRcWO^HB2IQmE!J4k*T~_x`NOf&hC0{+Z`BJozMQyr7A(LTT z4aJES$x5`7vQPT_&E*9pbLUML;w9gTziD3w*#7`!>3V*dF1Kv0Z>MQ%3}7djCQ19; zvi0x4^{tN|%KG2z``{ZbCU{o!`wD$d3tN{6C)=pqZdK16J0A7yo)Yk;fpOwZ8t+2* zW8j?#L#Ra}q}s#V-$KD$e6j5%%9D+ZSBBl&6~_3Nz#ccc@JE3yn@bk9+6Iqx4aI|B zZb)D4vmKGjqjL`~KtVryjN+V}XD@l%)D_ZpN0wM=dKZkWbVzSwmt>lGx1MKRoBYJW zKHkI(V4iueYqHipAWxuL==ZVsLrslr));28cis>UgJ{M#6&XI6uQBkCfi>+r#LIQ7 ziSE|g!U=4mig^?)oG30=sYL3$kHWp*Nz-nY$}w{&V;=yFfTT8X2ViT8Rb4jJUX0Q- z)3woi!uGLQS;GV<@QBc&tZ{?5gWNYDeznvY8MOkSGOI%zkx3+>L1uOs0Q6uNCph7T zJJ*H$PWZ78gLQa(Kcys3tCA$WxX5+2jk!ew{(2s`>^`-}cz5DTYZ{C!v&$vW!E-zE z?ig$g27Xe(RFTk4?Oe{3n&z?57Mrp3?d{FAmY+2Day7N0A(mEHnSlct*rS%?pc(64 zDIdh|7wcXrxQD|Z4X?Fr5-CU*7m!?AJkbZj$b7(}JdSo8;PtPjya%Y*Yo7--KMiU+ zm785V+urGcVrRG!C@$hA##U1Rb->7Hg@GK_4aJ(ntGp?9E!-iuTU-YDWr@CJkw;7w z#~pYkvy9Tc(Nl%Glq~K%%`GLkvD9>%!lX%OG?7WQMnbS?+~@KYi3YKMFU4E^3A7DT z%G%IkT}o&eM{}6fgwe=8O`Dr$-0sM11pfYG~xxhhSo$Ds3&_ z9{&K4_o=1Z90W@=k*YGO4%>Y&mh)ql*?@H_K~fdCWyrx^GBOQA8Z2fdZ!D#6#FtV-GvB@Gsapn1eW>BXMjFHAR zoROZ!t;-yZBBGhYGi@upWMFsq0Q=JtB!@A4sOZ~rigthpUz8tGe_GYBkL_1+#S_}2 zq1!&^C4uZVj(rC>=CH$!rF?-R5Xe)8P2ouA*Rk#Eo-5~10eoSL!|!pTc&)EA-DcY6 zZ?!GsI+=(kZ_M2M$7+I3HkNQsL93@vn&e7WKS6vy;U5Z{Vs%ldYLgW>3vyyiV>nez z5szG&;rw;rdw&m47`D|d7S8x@u(g(Emh8k?e9Vo!gePfmLFIGJVd(z=7CbKwo2b10 zA<+D*cy0l>I)r(15=N!eZs&ZG$W#HHv8cu?vhjb7^j{KqQ%j3UmGyW&)g-p}amLD# z0M4YTAa2~DK^X6m$fs5*S)s+<9$sNW=px&&hAM~$IVU(hdG$2gEkjn)br`iR9`@%> zy@&xF#1a&BUb}ee52488kxXpv8$zi7w*%$_1P0^Vw;1=R+awft&NpCVf&+TDKzOd) z9%DKhbU1NXDAm`g>`C$8#h3p8ZPL78Vetoo^(!{A)bu8ZMGL~~wcb1rmQJh=ag*DO zcJcf}_${f%mbW&ZEPz``jR3f|S0#}ZRr0wzu&dXe{AR3)eCvM@u#t*mxy*gDe zIGM#t9KM==4;i#$C)j67xHC-DCO!=>=oh#*K~7B+X%O{QuhKtoL$wW};Xa(Rp90Iii$axiPp zz7}a-2l01?bk%PeMGuW;nH_Y?tvhwPAa9)lHxtRU7G6LNjmp3fe%>~-d>ydV{8{0P z(XMG4-Gl=EO+xkB`b(q+G`vg=vy!f=(5a7TjaELPYl}F-;js02DPQNe%T2e`*Db_W z-LubpC8Yc>@sGv3n{7wH9vtu`-S&>cEi2Az3%d3eaH$!NcT#tvmN-RqBsV#C zUNO}CISt+Zhabg{2kJ1nR+mum%vyz%F{AA*G*^mMW63OeR>nC5fnJ~R!e0$P?AdMM z?}%R&Z9XRI5=TCjs%o00gqD&?deRpv@ys_{NgtS~fzI#(oy7BAY2iNuXnL25yh-3+ z4EV3cdUlU(uC$|8o5i;}nV!PX+pKoVZk|NB^R5J&%j7BnDjU`0qk)om@u|4GwvS4z zryFW+=-MZbek%AM#QrPsE~(&e44bw7%PVE!>7+OFTFK_w-$N;te|Wpk%%G4#P~R?3 zlIeZ{@y~+1MSm@hpuQW>bf>UBESE>UOFN~tlR4BfkviU67FSjb5=j1XbBx#AT4tf~ z4oza;P4R`N!~J8!`%djr()M^RZU_Xci(-Wpv%@OLM^ZZCx$*x12+xRrX-kbCOM(l7 zp!j~`9~4Ig=I{;EFWK#69FlM)azB7D?%1s5Cgl4R>n9r&b$<NgNXmvHJ3 z6jk!tcw`dAykjj3GO1uW@0#iLix~bbctU+P`tw%Nth|$H;(Znvm1Scp=Lv3sT^8Wy1O{iRbic5IrwrPxHauJMPW;xio$tOJZ z{{W6ONv{l+dcTORwYef#AiUH3F@FS&g4-3)HW;bED!}q^F`QO3sZ>tOV(M~AJjv>O zyYWI@0_R!Objus5JVb0~TTMGyWs2TsL?lZTi5jZhq7bT+?OsbS&5YNPTzGq4w(wM5 zDgMj7Uk^`mZR6Ame&onAl?~K#2+lE{GhMd5u1(?%E?Zk$Yg=tIPrSNISOg?o>Ec-! z{hDS!GVO5WN76FIM@sz}_(iSwL&o0$bcnR=KG(^yM7F!Io&o!*kw$R8#HXkuAm^I< z+L*7Z<#c5zbEfszZ}Rf&eB7zIV&@d>*Y*8>k@-Jub{+*mFy*lFB!Rf&r(SB#lYOh) zTU@5KrdVk=G2F6S#bwanQ}V9DdKDcr*1oO%uKYEp=w2l7eyyZv)_O&q#jNnO zmX^y5CP3=JSb_Kc_6Mg*`7$fm<(g&$C!1`l8C(PMx6GjZai09wk&VOCod{Q_8!3Jo z*z|Cf<<8+Jv90IFA=(Qj4@K_B-}LV`@np-!C`<%agaaH>0Tl09<BK7 zU`jVZxPNu9MOmLDFdIx@9PdCdN2vWOlMUWs023k)FL~sy2RRuy zki>(4KmkX%>OsY1Lw%!a8veDS*xe=8qocf0>afOywUat;iCw;o$|K7^h(XQw`$YdSkCSZ}YUhT7fEO{)!N~sww z(~O=6@aMf}Phkwvn3^ObAH3%r8T$9PvOgpCv;>cE{PCeyH0ul zepB?wtm$lLg_$-<9IAOjrAp(U%D&pw{2Qm;M9R=x24x!~Df09DI6eCs^Gm;nCQ%~8 z8z2M(iblv^_X*^W9m-ajAF%<6~c6S`BBy zT8*Hy)%3}3rHLh9oTeT>o-dt&EglIR9Dp(D7rzefZOKn72a|`4fsgSOK==yr1i|AE zk~W>V&#iA)8AhxvCPXMs61qDpzuHU3XZE7f8rNCV{5|mY;uCFmY2cj|Eb$7V5s4n- zd)!DFR0&*wGDuvU*HoV!JSXA*012*@;k`G;dd8t~sH~T_8pgJ^t8|h{nM9`65b_a| zv=RXJ>t0Ox5?A&u;KnkA4{Vt3ZNVkB7b+@IQ%k_LkDl%gdJXIZMg8u9ij{o$x+oEEx1WR2quu z@Z4Pg0AWpa6{c=d+S+N$+k(<=EJF>!_h%%W0l?{8orG6*7Iwj|cSREwjTuG}h|WRd z3&{1YAlDL@rf6ez!)_=xl1~SN)1Kp>&b;cCTW3sTV!W2|&pWe3uJUj&bLR2TV;l~D z4z=gLD)^1y-v&F|YI=&xet;P?+cgqSK43z*2Wov7gX$~Felz@D)by=Z@4+4%o$M#H zP`bvTgKWjwK`=tyQ9_m6!;(%0JA8M2aUT7yfUTtK|r&`)0V_(+i z*F0UTYL_fpYunjoBd`UI(fBS0;aQPgJX@6>Mcwy`F${h4+y4NqSs%PVum)TAL2*2)H&OrDtw_kOHE^)=sXBLybe^iRWYi8_Xv;|oiu47&fKnhPKd9se;@4rsb6W@yWs1r)c#(Yw4r4T?`Sd5fqt|pb1 zQyb%QvC8ww2h{pwv8f}I{U8!rHheZRa!46sta$e6ih*N|HqE`IGG$D7IR|!Bkaz@V z6{vKLOn7?c_*=BPTvGW{%rM(mu^=3;%s}1H& zH=+1`>B1Q9G~G58knHHhusjc54Rm3WX(nZd%a%i#3O2zbb|;*2K{X?x48W|SCIre) z%1`@D4^#dbq%7fDN7{&|46zNYM||;vl0gTk=dNgXVk*sZZ4B;YxPsakqB2V?*Fgkv z4vt)qp>v)|6(#1>@YRL=q?&#A+hspvmeS@q;+L_IIuZ^!$T%R6Lr-|%pG|nDMY)DZ zS25fsSnlU*BYog{W4%^u7;J4Bd_SbY7nagD_HB@g)g*Z^^A3kKXGhnDyP#`!`j(5Ucxw94FPrA+GDr5DkCt`X9aC$73WnjAa5!;Y z3&nJ|Zqr_f;=G*Ai`a5J-M>5#gNKZ897N!S%M9Sv#&U$NiIf!8na+4})5Lxe@ujx8 zqxh5Tm-e&yw$m-B+!(3O;7ML`M;uqK_ z0a95!z7fgXNcSB&SF=wy=8dXBOVu7lOtV|X*!K?+d~($MN8*Rqbq@plKc88i0R`>V z-j>swg$sZgSnR;;NG*;tip`JXZ^Q+L-8B79)(BvQVS9M2U@)o1Q)FR4hyl?@9s1_H z$!%Q7pS&c-HoC5GN#`K;<2d!JAK6egw``Wmf_cb?D;Unr7wu(r46?rI%SnP+WIVDkBX>P{A0z2rKJdSaJWs3Wx(vF#)~RK4aTJpO z0A|S6<)U*FpEL{w;fKsYBz&X2bt$9Yt4|#FP`m&l+7lUB5CzB1Njb>q4?gvOT)|EL z@`_jOr{!ZmsMe3cBkcVv#Qy*YwJkfvx{ru_Z>wrL91oB-$3K2Cu2XW8sZ*=Sz-DjXE2tLat>wGsyt+StK|- zF8q*5{GsuUrnzb1=ye@3JDa4la`VL*{ppRD@2d4}rvQ$%$7r7#d_$+$+gs_LCDg6q zw46%}33kenNDg;|xqZDkcrdFP!zQKZSk@(Qm#3_(R0{W$ae|BhxiwJUXgb zkF=yoGe;$axW@GI_d;{W3d4{q^M1qj)A)&R1-QSm@a6NEwkF{uM7Qv<+Qe`;+6E7` zYxoEDk@%~lS>A@Xvu!@^;#;-0o)(1pvoUEILh`Cf$OL^oYc-VOoeyWuw0Bzf-}Kx* zw;pvaUY0%k_LK1rzvG{XI;X?S3kkIgZ8f92)S|S>mIh3fNiqObKtq=Yox>-!d~2xq zLt5}=tgEXmE5~YBm=>(KJj0THE$DH=(e{J{hLeCY($J8lv0XXyX$}WFYq}c+o{f*y~rWCU$BRX2$-(W`*#)@=OA|W>x#O! z5SS8QnRp6?f#;4n>Bc+uu6o>Dg;?Ke62(4gKJ0-*fKN;?>C=k4W^N}f1+BR+yNKjq zSf0uG=NRe*e05~GosXxbepPedWIlDjl^U)AXw_A47%$!*FIMZ%uN7Y_vD!Vmm<_w5 z0F}mYa7X_DuCDCe5DJQ5#s=gCfzAozA6kY;j^r#1g-mB=FhK*c!O8D~npZWshdPMo zVH*!EvRL|IdSkwD53d|jLc-y^*!Wgbv7F#=4}QR8cBQ(sd7dF1)#jg(_u*6o5J?Q% zf$RQ9H8kUJc}xN&l0X9I3|l-lPXLlLj+r!?LRT_XqbOhIEI;L%pxvBvk<+o~@uiJX zE#VHJMsitpkO9VWGu3h2)#;*?vdQI$T!u17A_n7k3`pzGZhtCi6mILm-ncH0AQ6nh6&@5+oxQ5(_YzSXxGb*XJd%`#NZ4JXR!YOCaw8M zS%E0=j2Ddo91c!DKDAm%)=8QO$`y||1@K7&KTb1>E(HlKAm4Z%8Fm%POoFS=LOpZV zs$Sb$$7HcAIS9B98x9eB9G}S6yEH3q?I6T)gXW#M$m1uD+=1!MX5CuKXUgGYjmco? zoy6xE9=$V<#8SHhnVJ=3Ie;!m$cU9I+pkP@CYXQY!31%~v0bu!yaU*%$31z^E3`xJQY z=e8inqS{(Zssr{8LNb+?IU(#-azr0|t0`{Eic4cF zQg045PbDJzh0NIAxN$GuI15`O5QD=AIM%LCA!pU$o|rW@vy&Xy9&yHxTA1OeEL zb^NLK0mSjH;vLup^B4dC>B;JP{{UKnvoQ=Oc?-Eq0>3tQAMX?Br#Z*rM3Dn=wo=kG z$jP|iZ$$*0dSe}W^Hy!_rUzC%rBd1$jYZBP;x! zFb5nCy@#({(<4m8s*Xfzr{+={amU}s106=(a7|c9hnp7GDhXn{6K|P}{{WIclz?_5 zM>#h#Ge%GMQ90vj9Wm1*sOkZy$g(WbF@1$j_F$(R44ihyQI7Q;x-XF%s(ElohDH-c zP=zBQNEslU4l~xC@R_`cH|^S{Lny;-=N&qC0CAk=n2KW7Fohvl;UYj$l#=S%$lO~z z5_w;5tvzCqbo7LuEx-kl32md3pTvxhPM*~)a5zAq!MFh1bCR7y4tsULJwF<~^A!?e z0GVysIA-IoUY$QWE*3Kg&E?mcf-@Ot#BYY%kgt^?aLU1k4^VQwMOB{4<@IeId8ZbI zFK!FQ@iM85!?2dfA;Pn%-`S5`X0BhtJh_-jJO!fiouOg93HcR+H{Eq4V<7Nz&MOwj zM6uH?ZM3N&zqrzXmJ8WrxsvZNP6Ir%G>%HDG;FLo5L&`|t1G8{aaq_Vs@M)&Sv6TjisUI46Q(l)>)bv=iyQ#0Ew6uW}?JIEz z%3Vdcqecm4C^AcO4;8`q155a!;lGID*TfoDnXhThc4V7hvDFkKBW@v@89s0_apjEd z1OQF}uX{!Fp^)2wD1Z%~P$fg);AOBzIqC--)+L#-yL-ierOMg>uR6Bn-;tFB{qhH< zX~u7`n!6tY%?s@+o^J%PJTnqTaC-BM0&;m3)V6_q@Vt@9r@g^I#f8}FIK~2;9Gr8& z{436N&lgAFZxMK3QPyzE)$CZk)X&({eGHi6+cc4=4}uE@8%6->$>feXA52t`u4Yzjwj{$2Hk|Q{cF*|Mgps6o zCOV8b|EWjm<%&#yS9MG~#n^olI*4~7`yCx-s;IQ$Jah?~;lR3M(mAts-!C&i1+ zMoaq-?1^NJB1D0{(e`m3(QeE4cw)p!$@Z9JhfTHHx(Zu2su zzR+@@l~7MCN6VgTWz?)YrbaSk{nL_9@ROd7IpgrBh|)B>ZRMBC*!w?^E6#ra3G6E? z-*ZFMXZx1F@DKf#rnvtAkyU@|xc>mq%@k968+Itk{{SGb_yYd`=q9Vh{{St1qxsQA z52*-r{{Zp^hy4El%XY4UANdAF{{UZq&{0JXVLpZhxBP$Ef7h4(&T8ae>g4|bt}p)p zp^7M_0n2j;f5)Yt{dq6)YPWCxreFH^KhBCMm?E100La2W-%tGot3O8n09mI00N2s} zlu=8eFXH~YA1ioo{!TmM-~ENIfAlr4qdYtR03u9(_4OzIkD`j~#O%ICQTUm1Z}rfB z*Sr4!IVpqwKj;4dt||Wjpb99iSGlU#W~=`IASnL;>wy0N(4MQo{{SNEf7hhH`Us+m zo`n)8{C}VKm;V4k6lwne>f8Rhul1seC$LlaODq2XAsg@d?I-iBn;*Kr^~`_hEkzYQ zN@ex`08~HT{{Y!mr0+NT%l`nOnkbKzRWU-(YL#D(303PG&fAkSW6s534&AJZS@ZbEOzs0Zm@v#2@(t0SZDSR^Y{ZX90DEj_~qxif2 zJ-$5u0N55E{UjB_{5JmplA+=+`r&W?0HH@k6>H#s*F-P#H-0jI$+!65{=HBBj}^V} z1O7-xiT?m#G5-LhQ&B~8&-foRRs2QhdWVX?=tTFTYKnwp1|gO!t36rGxyTG+$NMo>dq z_P>{de~HlAd3m`Bva$L4`m*|RvATNLvT+Cq2(YnpvT<^HG5n{q< z%pfEPG2)C!1Fy9g(aHbklQ3E{gc*`;7 zj0k6hvcnr7+xaB?=XPKO!i-vT}R%=oo!`gE(?L1}+MhL8(o7u`pS&xO5c zBJ^69=gY^|9%~mzMcqG6Z)dgr{id`|Ja91o-f5+k&8q z9@KI-F=6`gsFMe`mBxcu@%1c=`>qQ&7AM6*t)ale$C~X`KarCMjf=&GIa%ssIgXI^ zfM%k`%A~jsV=^QM1H|YS1jNU+r-%G4zRLy6J=c%!1Mc^?S4Y)CTj?@8{#h<5eip z^(Sb)!*vZw=;F;n1++D ztQNjVjglD=Bcb0!SYE$^Ou31SD;CliB|IhKAaXV;Cy1}txls+KpPDxhHXcNFeJCp9 zZ_S>^N+fDzC%qeCu2Z6?7r>tHZOpd)DN+emFzK52F=K?K>EpO)3#CoIIXN5gHKS7! z&eqOChyc>&J@Mt%mDX_VNuX0_FtpSln*75-b?4)ox!h|%cT9H?QA4x*pHXQvP-vK3 z0e^m!V?`uN9-3hl;c4oLx%g<~ENv<>mCl`0TXhR=seZKK{zb1`n)9`K<1wP%eu&W8 zA|xtBr?v@meru^qGx{ouGy0DJ_7xH(=HNiAyj{aui$*&l*+xJRxnJqSi9M zGLo{I9()!4ZVHbfngGGasW(T&tCoWYv2gcrIMJpw2p_9|Nm&Q!#eJkGk)UQ0RXS5* zS`vh4RrX*xDm!g;x~#Oe9DToI&GsHZesOn_CN`HLdyoJ(wRFh#YrA- z_o~&OP~nF&Boks?v@1y}jwq!PrK47dd>AMUeVSJ*gWD!>wM6p@kbsq}?B}(G%ac<|L`{ z;mJe;oX|eOMdMihli_)vxJVw}#TPEub5a;fX+ZEnBZ7O`HAs&@v@JDEd_AY)ntcP; zr%VQS$O`Lyih){xZ8Qxc7m*8MUBrvK&!TZGZ(2I$)`C+e+-Q!XwiNtdj{9z`)>PJG zZ}nbU%ioG(h&q`fE!~YdlP#=1xVpN+yjvKJ+H-^~3^gNYB4&7%Y}a*7d0$x6yg=7azCT8b!BrS{auqB9GW4(MF7y2jW$);1;I&w&y`QdZ5l{yXo+vlc|BXJTJTyQ_Yj>C#& zipcL(|3A6Qa38+VbUs|>kn=da54`?#&3dzifC}4iUh$P zYKIQ5VAmLlEjXksbWmTVnlI{-uC3#KHp-PEbbs8NBMV&#xjS&l(6@0PVQs6}TWYG# zvHy~FZoC@$^uYa)u6GF@?F%e5V6!3M<0rA-A1tx?PWteLPN}e9B);bdHI!0yhC&ZrikvZ8~o?YmjitJv9Jzn=} zn#_F`6i)b-KKau&|Dfc91^Uxr+mUSlTF{xY*v+qZcfdGl1T*Jzam4N?6%RE-e>~58 ziCvGMIAn&RNelMbJL2?6o=4~YiCE><)Y)ovgqCZ)=Md} zigaBQ{fXemn?EkSSbSdZlzFoZ&7%oFLSBhXP|cVDWA7aAlZLcvs*3Qm>NNN6tD%s& ze82gf@NIH^C-n5ki#=wo=COmeqwj}9bSe98dmMw$wr(%>O8!s=9ZNL*{gNYyYvl6v zbB2ei$i@4-HH!q6WmKx5brs5jIp@nAVqSzgszHeUMsqo+#fVauQ0{Zid(laPKw-E*+SDdS#)WRA?COU_O9 zH%YvULz+5K@g>32N?b{qS}qj3IH;z<7wP#{Z{_ceJjXtB@!Cv8d(G+F{$j4o*c)cXYMX>WvUf`{+iNDMd%PjBi&Rk`VsmG7! z9T2h3MThdgwV1E(*SjMhaOIvA>P6b(1z)ZBnnZPmUjDRwz+h`Huzt7t;_vFUfca$W zxHt%5c2BNr*EL)Wz*7HYA1Db?t7T#Hz{gu4oDWikjv9rXUZ0H%O|UhuN8EPHvV${J z^w@*Jb`HU{E3a%k8(#;?Va5t0!bJ%`)laL6b!7gmdODw0Z9p zx!oxa8RZx}7k&Z(=L&LE(1UXKPDN0@TAjD5hh?4@X~%CXi5N?g#A%W;>P1v`@bIgW zb55z*tsb$`H-VS?q`5X~)Legdn*YhwpsM2TnYfdVRHlOKGUb$8YIM6rVJBfZ{6?%F;T ze0R{K5>;H5Y<;=s()yR-h2+E!%xRXUWe*jkCNi?x^qhv(Xm<}3wf6%$GI^J zT@4%f1)D*RD7C$H5EhT4;}dGja# zXy!d|1?tYmg2qE9@uL76Ygx0fPwR?qC32k?vp9@kUknT8k#)M^H9s|j3Nm)7?Fysx`|2-=kF zT2age-=7Q~u1Dhde3Px1f4W^r*N<#c0GAR~>H4`-5gDT` zq5h~}rNzl_hHKBj!E6ChOSgkw&qUIYD9+XH>G8oE?Tt0<_l<2xHC(Ollr@X+a}u~? zLz^t?^Bl^%t+9)#1u6TkcN#Az*?{U4LcflmPjdor}*CmnKLl5oimtoPe&YetHER0OAtOzcv#qu`a zr-R39ha9;%mQ*$mm11XfG` z(ZB?B{fTr3a#?A2M=SG?N@CMlabd)@C4Ti6&MBD~^V|74d#OCDZe{x!zN4^UAK9oS zIS{)_PQ`FnuiGPb!CE)QyHx6KUHj)XI~iLxPsb>q1_O0#iY?+3A}9ZxC8oqpUR;>= zNa*(_5@&2GQ6mw!YwYzbIP+g|C!b0a9w>a5H*R81ldxBDNPLv}H=^=v6Bwovn2JK= z*iD!}nZe1EzhWBE3mG7_opI%{?w6Iu66g)~qehY%ajTkI8vgzat7eiu-d!Mv6Dh6m}L`xuN0)&nlmZ?P4S0obJ(<4M71sKFsXd*>Qw%*WUR2IHPdj z-iW5ot}9CE*LGQUADrF$HnZJ7AbCaV$JTj&YLZBG@u8d31ObZZvOMP&j!ut~^jJTw zGA$*H7Vug;ou3k-nI+(0M#1s=+)o^-$1wcqK?6Z+-%!&1qP|NAUWs&uD-CS|PdQgb zvZ%+n=G_gMoe0ZIG`p@=+gBFdA5A$d;DxYieH7fn>G5p5kkm`xzZ5%aKVu-0d!E3! z{a#bWopUL9&Uh=@Uaq#W<`B1}-Z^1y3H@#$wm)#{x`v-u->AEca+dZIQc5vz5_m8~ z&7N?ZFdH6TB+bv{^Ye$3dT*gd*mK&5L2*B1XkYYa63GO-)R?{S8q|2hfz#k^Lu7N? zh!xZk{cyD=i@NYBnwSh`MdY5k0s`|a@~45VENTSJ%-?$GQn{mC#D-2B#>u_dpP9a% zMHnYle*F_$KJaDx)@KeET6I5-n_imx3WIXEDA{KpajQ2ppu>Q&2Mg0YMg(QRdjZP~ z?n8P~ml(@_b8H~#fD|Y0p5Mk19cEm_3X-I9y?d+8u))g+EIPWVSB@X>%$}Dak|*$Q z5JDk_*vTi-5V6Gf(1Gp|n!`C%UO#36y4^QTV!}CR03|lO({Dsq*_RN#-JuIsscj{5 z|9+jrz4`Yt5dt6ef{u@_1jQsqYM$CG=o;s67F{jT`TPB;qIUxwK?(C&vw3gK-$cyJ zMtZ5<&^&_&%0f|@hOz;%?g+7&n9lYJL)nlMh+oB@6PdxmXMDU-@A_JNuHU|^DaNzt zO4)lhffWU{VGw>dYD9y{juwwD0zkh5!BUsLFCc@ngdi@Ak(47+} z67kE*@4kW<;_X^1@}GR^BV8ABf#i9{-UomAXxf|?^O|4GUq9b43H|$+{X8W=(jHjE4P_Mawy~?KDQQQesB!MzB4mb@$-f-Iw!Nqg^ z&ugD?xJkfG`vg_nb8+d$1v4iJP~HC;nbn=x%fgrpXvUerhbwR6!DSb98Vhl5Y?3@6 zQRNO-Xv&LfL;HR#v|kh1+KmNGb594~@^y&jf72!y+Bz5Yv$q6p_5dLA!Mp(tobTQ7g*x;^_-DEWv1 z5~s=uDgAZ;MfA#8Dv)DRvmmduvM(5Hf;KA))@)}^X-Jeh@)Z3>MfOH@6Ke+im4En^F-6q2;mh(ciT}}kE?2ZkXk|ZQvJl0h`2fM`I{`|`vrt%@N zFNU)>bChAjpCEcSe}m!+mpw*UjDJ>q32H=}{IcIT=i>Em zrfWcM9oXgpvHBrJ^PXa&4;n-A%~(bnhgJ=~8v+~@PtvQl?F>T)GlU?4Bn@h6$5d@~ zz)V^_NN6s-_HfG0u|Kev>SZ|4M?E`yi|DeD2{z zevrmlRG!yA@&?Jzir&6lQq-ayJNa=TZdN-kxM!!(07A}+;_EKASMy6?S6*5967;`@ zYFN@PHR52C-2IA<*ho7uy*oDD*^@n`;hF$xlv*)f+G*lURH-`PpUz_*nF_u?j}z7z zK%&0}_+@6t6QuSj5zPt5GX)2qbm_-g9Gj3_Z879cEMpn@p)~Ml_v7BQIJK%oWS8*` ziZ_4{l?sg_?@Luc`ht>4eJq+~Ch1l9JVQ@%Bu#|jiat?`kdXX_>sy*yh{>s;Lxe5- zj3Vk^r%3fA7$^90KDz-h??La zPDZ@fUI;XNQaZ=eQO##lZ{x;of@lUeLZsL@>>mIrfZq`9+8Tv;4q{4W-a94M$3A@3 z#Hvn^!5I*9sqdl+y>&*#YpBg6Y227h*m!&Nv#x|;jy3(gP%BM|kfk-t2I(vbDMABv zDl(3>x*W@q*%hxC!o@lb?njs7^=@@Z2a7?x{f;zgEqa>{urJ@fu(pAFugDM^f0Ed) z9qzXv88Lbrj!Mh@d)afM((%iNQOg0~Sf~iiQHB$_)UFO!ctlwT>HAqT-V42-*yHtt z&z>i4@ZrHhxVU!XnOHJZJc|&Y3-SY*gMdEj?EKzrdFJom^g{A<@p|7r>CstYFlx?x zzQ-25Hj~@jgYgySR!IH$=AO)47eyg=B=m%MlAKT)%mn1ODKECMx8;XL4(g|4dY4_4 z!+tk9R+s~JZITg^s%1Fyyk%V zrBI5T-^0kMIb&brl^4B4@-6c6C}}Iv-V@^66~4A_sc%nsl=U~K>urlr<}g|N-+IK} zp0$oG$GudXKB^GMm`d&2R4Jza*~pJ=HjDmVPE@I9)~}AAjp#9-m&?^8^x=Z><2pQ& zUhPjkyc8?{WKy=eHo!m74WmcmP61N9D!!J3fcAhyK=Q|SJT5e9k#yEoZA4>YjBjm! zHDHfL`Mq-3l}7!nj$sQfoh-jTleQGyqZn22xjG*pvUd_QA3l9r{=7Td-{3HBL*8+0 z;w;pn8dkM^+1T2YrboC%qnaNj4{V06-I zGN_H5iN8p@mm30V0Vi))`tp4i?Wa6n(Q#RefzTO{oolCQ-~cNJ-VzT1H|C;I{BgnnP# za-QRG?DeL`R4{M8_^X!X!vj*2z--fZKk35>(b2pQ_o_RqxNK*}E3yXA+Dj2HoIWqY z&k3oc5?57gxPJY#eDdeF{TkBFT1U7jRSX14DlW^PpSdmiXPo;hm7aKO_2}bbl_&v6 zxO@B)^_Q~mEuF)hF4H;fYFimaOsiA0{yD=C)7#)5i)C8YY*yBk(^w+&uEJ|quRTf7 z6j+VVw9dC0Kek)0p)*106!v4Ta6T!t?Ibu6>kZ~qe5K7?=a_D$J=Tlv|KgeL4=D&K zreD{Z#e~kZ;!XRDGvw+DmU%MdrGFIJ4qCnUe)m1ehgzi$3SxP>iVAPXO+Ejz&=28q zS2x_*1`On~dT2|u@38udCqLQ0P&*w_r2s|s%2%C8tH0=kLDE~MuJF0t9iZiwgT^J+ zuK^;lwUF_%$+GgQUHX8;!^~Sxz`(Wup07mS`0tz4z;5k!$JX(m=lKQ0be zgwAA*-TMh$=8b*F+E;DLYi9jQe;&KWT-vaT=WKjtvM*+?5Yo4sS3-se*~L=$s5v&c zJ(c8#>}D7^yqaB!_2hr9*e=I6#y!m+PyBU{V#8ozlPmi9D#-2&OXv@am%OHxXE{@D z^8$9is%bT`wI4?q1|Brb3c5sM@$Nw5$e8$TZ~zS&8PnN=D+twbz78~J86;C`A$4u8 zE^oTrU|c~QwSbl$BROh89|NPgl&)222c^?FFa-B&df)5*&UR$wvl>d>F$hAf95MD? zALb5{(f~q8*->6BH+9&jfV$SY2F1fe>n#5fy7TX(~ z<7)I8P`QgIj;A6?_*>!Z3>a0ii!DG`y7B9s3EPl{A5+og(W@+6Yea|cdvMUJ!@nzf zU9q-|&Qzi170fF<*fWb^3MW&r0Q!LfrZ_A{@@Z{3NpCO!wqf$=p)#I#6jV07P z?$=Gsh|rFH!r1yOo8Gv9{S<4y^6t7xwlY#&uC5Go72}Cgwq@)!--_2eL5yi1=AP@+ znrkXijr8_+Rxjfu&CKEYDzq&Wh&nE^Z1dby1hd?GuJ z@*epVh(5s)X{APNBVi{Bb+Y4mGX>b~FI;oLSt=*IzSp<{Otf@=*6gbLAO+c@a{^1_ zWcUUkk*aSP0KMck#z(sN+K#`ckHe4NkH2rdRzJw6I8&v?6GRF*Uv}}TjMrfgQ*u;) zpE&n6#-uT`*Ox4!rWOHnY`E{?GGQx<==?i0=4(mbqI{~=0}VIFy~MSag9kQ#!6jA{ z7bn#R_H3L#TZS`+XJdT%vdA(N4o zG!C9Yl0$7>b*6nLDTDr)q0F3lII95#J^5yXUv-JuFHYiI0+oWGgD5yNV>b&fM_$s% zIKR<3Jwxnnzit+az4hbMnk>1qmc4chW9AJex2|jEH;xK1qN@w|+9t-p@vZ-SHq414YZz5VqngjT5RHy*|0~iW7Dw7Hj7bW`uN- z;s7o4MBXf!Z{96#~5489_H7VUX#8|O?m zPUvzo)IC2+yP14n_{PrB&a7GmMm{^bzaGNimC)#2fu4jgyd@) z*)fu8b8T?r|r#EPrf+pl%VUu*H1*yL?YX1<{z4Yl!- z%F0!!VbqlA&rCQ;4Z3IgU1;I`D-Gve*jFT1w3!2I*-WoMujD5&w6KC8dIxnj6p_5^ za#&G`lb(fW&qdjS*#IL+h>@}3nRW`=h zPl_@VKlZ!d;pV~18*KV7W6;ei=v!!4vHY7^zIU`0skTkxL*x}z`wTI`Z_xcpOHoDh zk(Bxiu1_I?=x>O*I{q%4(8p?<93GuQtg#*`&gp-|&n-r``&D}Ihm19n|2n>IBw({2 z@-nSQ2~fstKG&P`xcC77-Ve!7{qL^-V;`~|$&6FS#hl69QgME1u{Ip4#PjULoe%~z zPK=~v(o&jHQ2u~pxms4sv{S0@;3U^BWOeKccvbEb{pZt9o2ni{23LDplb4Js8nyQE zu?d>~WEM$?7^}_cR-doVgb$zlMXCqVg%LUl5TgRcnSdcSM`DuNbRmO^Vufq%_!~p* z@^Y7H3r%@{t?EyBQU{cHW?Sz@0(c*k;IJT(v_?jd)(A4Hy?v+w0ike4BMGf}97Ejz zcGc@b3fdvBOzY<}lN-8r*V?7us~b#5M0Am|s{$=>#}|cO&9gT$f2vs0)(ic|{kKkY zgI?8hp2=}igjqna>0vqesIEdw>EU^uW%==#kvHVsFquEo9KPVDbId2<{NZHC5`IE6 z*u|vc-phvRgAhO5SQTTsotMzbiHJC5RT_(M(38neLKW@f)6aWG`jU#3PO5+i>0e@` zbem#-^|u@~j&NT^rxC(_7dhCkeh7>|4QWD^O70QcrzI@aw9i8v9zBxI}AOVUthX~+r;Bs;0<&zpMPp3qRJKR%C9-o+KY)P4eWc~%k6$)v0h zmL!CVfD%3;X#Oz{(mzUY)m+0%R^>@m<=Z_L^CW-&GrlNF)xXm5Pi&BYyp6&Z>>M+~ko%Oqw(Hl#+@u^o*?hYu9S`lO^qXy1~CGeMzA%A+ZnC0bM3C$ z!6P~GIP%mIaUH4KUv8Tkg{G;^5V)}nNZ)tpS*X74K@(%p$Ok$x#&CQ)4b-} zJG+K#u8M#2wJEGvYN8{>X|Sv=3AFXJl#kU_{(NHFqlXx43wdIc^yt?tm^}}}bg9ZL z7uT3ZUqR_{C%X!FQw0ZtLf+YNrbTwscsEz=Cmv^VjWZO*WmGc$b>!Tq)f-yH1{R}o zVx8!A{N$YISOn2VXJLe_wp#8-!tAa1(gFJQwp+J;xyHBlG86A?Cx)Oq3P^Dc3h2xb zUq}X-OUH$da%4Ix{9^jTLLF8(Jxo6{X4R5`^txl*Tv&Ql^pt79eoBT|o2LqGlAp2R zh@5IJnTDr^b=V^^4ajc1WU0@1)b8B8QApD#fpQ}IgG3lJdUM@tvbu4;#=lw2elHUQ z7qK3F*MjFo0PwrD{QaZi9n!G*kHVE>c1njPO4X43MUxSF?E;J$5_Gh-1(i~i({>iv2PFicb=yNeVEBi z>J$2Vv+>Na;Q9qBt*}A0NyjtEsD(2Bf&lZ`ec|`9-|gplKfpQ9=dqoxUfjNZF2b6C zqf6vX-%zRkhb-Q=c=fBv#8+aSv2m%3o~2!u6!G7T%gy0RH-m;~QU#(A5~?{=-SSy* zcpfFXkaooMxV=)4YW+P-?RQ2p{q_E(JcqfbS)2F~2BcV4yGh$kzzu|NRcd|as>avt z{gHS`87pPgIA-<9V5Je+cE?&<5?3OrFK0IaCpL9wYPO&Dm5QN5UMOTy1WOj3vK@N& z0vlAH^m1Bvg(V2woN0DPfPlh?piZ_Cr-DqPP_-w+H>#&GgEvZ0VM9mpL4TDz^hx8O z@~T1TsC_!Erp5PYl}z~i>O}dM$ADv-E-@#2VuD8f%ZAz60EpEgYQPXp>`R4kcylG$ zpC`_H-FhqJX`U(T=%sIt8_4KMs~Uf|Vm!u$*7IYFtHn;+TAF0Q$v}LfR zD}b9>1{7g&q`=`P*TwMNvDkw!bD_?y4{{jVh~n2>{Z04NET9Y?KU)|Q-osm~MxKY1 z0yy9C%KCp4ZfODmHuI)xiqQE&E!-O`7&PQ(d)XZoPJB)OfWYhih;cW%P6Fbp^BH@xSRL0Zs3I<}`k)D433H98WEX1yyyj*gv_7|PPBz;h|B=W-* zMi4`BV%+XkTWvgu79T?(h{1^9a>B@hzK*13xrb{cUjDmw36xWAFlEBPl*n#rvDQJ> z_l)}$Tu}r0c1gz#{E!oUJASIr96yopryky~hdx`qC3ykEutLAfTX_ceNE9rG5$|#S zPJ+Y1o04NPn0)r14xg$E+){%u1ZA`D$K4hqc6=eqIKObHs*X?4|2P?vBEXXR5G46{ zUZ(|iW4g-y@t{ofdwc`ZKWWDs=u2)a@v)L31F`Twp0>|~H{7k%eBA~TS^yD$9)zc zt!~|A#M&QA^a33I{7?OxwljU&W7&HtfUwr-!_-Wo5H_^W}MFb(M$|7PK_Dq#yoe)zt+G+g-7WzA#ybnJ_|-||IYPY zwQ&1+LxP}xYF=Tm> z)_#0{n~@k=-}7!$k`tm{)jtvYO@65>@PuW%$NfG}XR{YbbyaLX&YOmIkfA#R0INKR zbMoE(R|uF++Ch`8Hw!`*M9qZeF%A7re)MNU^^$?At+E%4Xu?+&uB}Silv*4mh%$hF zFwgm&i*V$wy5MRpN)Ol5jY_o-qrM6AfbPnkthvGo0Rhm%k_|p($hbpFVG+vLX2>5m zsaP)&Eo1f?D=FX;8&w4V(!(Tstz6^$z0S4$L=C!&VPpudef~vmVj&;D$RBjY!bqhh zAWhRw7xOzdYuYJF_!2%e{Fo#zax*FJ5{$%2SO8zu_1>I(e5o-6Qu8QtUIa3~rQE>7 z78f8UtX}Kg)$#;yYq)0#6TnwqY;Qc~huq2+2h=_$-G%_=-_*sXaDAorBJ`Tg$#A=4 zU*ww{H9pgFj}7tw#!}Co&qomi43_#-aKk^#8?jVXF09RM6&;t0KgCMp9Wd{S8kN0cj`O!=mjM^M+e60|GeMAh zP$Y3MZtKHSYzCUd*}^Y;8$W{{>{wik0rT2ux5l|A4CDpRP#AJtzqbgjhaoPzc0SA% zxh@4%%RmN!7Hu$zQpCX18;?KI>6I)fa->orDMjbxe=jvu{Qh|B*tA#G)(Rwp{l)<5 zW)GLS;MBcwlmt#vbh0K1C?>vPhkWoS105FPqPR7rcA|IBr*+KJ0Es%^+KVkTTKWBU zH#?B4k9quDLPviVlDd8i3QIHHV?YU55lMlcr`>DMM}~kU(PdMB6)qr#a|7yVE5M8H zeSf$#%uN~xV$U0UqnyTHfIn2j>ITH&A*7oR$RQhE;ax7qhb&MP z7XbpAoZG}rw$}9sj8>RX7;UYnCHo%CkUzqNeaR{mL@E~`h;psUteGPN0&Q9|$ASUK zn=V*H%`kNNtA|e^=vA6y@#Ym~7A7wBt6M;({Q_E5R$q`&w*h$$bMIm$BhXpzpd&e< zEE1OfInIJ<)dGPglcG)|f{k5@vy1}XPqq2%;|dDh@^0u5A_6bsm=xQu z3ak{d$L4WaT|IMT<8qj{8aG&YHb%qC;W!4$Q;jj}bx8ALQ?7FgQUw~|AqKBBoVBp` zj3nWcffWjp2Lq|y;?99%s5YL_QSBh5OJ&2H2K+4`2>J2z8nzsGND%y`z=Es>(7!my za_d1`Nu`nU5+Tq{c(`1ez|EO06r$xr~5i=LCoUh>xDF$$v2P%%zDB=o-N;O zr*A)&LG|_^S@`s|w&LZ{+S&sU?vaXp7AU_1icjOtkcVe`{YVF)U>$SOCVuZLIyTUx z5`pF(dtAq@Q<(Dxb&vMmAv++R_JRqy$%{9ZFXl~;V4VFGD4z-98F3*}SYqB~Iyio* z$#i7`X0fERlDjgp$)w;GVDlN+zpY{AS=xF4tp1lDbQ)iU53KW_pYV=6Fna(gO7HfU zzhyx@UZ8^R0~05g`NUgElU3=IfV{Dv!o3gI<)oi@zJhmjK-sS`pnBUX_9@U{wt-r<31TN3knA3UrQqH8shw*+!Gq-SCTvXHbCF|gnfY5H zJGrsXPwSNeiO6MXeB~LfYFO>NT!w|HvA$C-g;IGo#IXY84%{g4IpMr0e;NbOSy{om znMI&+6Rd+$`Xs?oiZ)A?AW%Bz0ulbS7m;&M-K*AdGJA*@8q6?}F6TmD_IQHwvCBe@ zxeE{tdw|?R)kO*(&&PGWD;y>g_XOJQwwQH8+gxvh&UgD*SnyH>48ZfvA?2?aVTZ%` zdfQ?^l|~x^S;I15y)+LqVoX8-(&EnI*J&)x1Cnh$MYokn%9>bGgt3IM%5YxSH6G)U z>W)hTtXA>9yj~o!cEuI(I7+YeaMV_?>2ml+uC0H+D94uYEC6rNN(AQT!}92S;T1Il zlS!Xgpvj7R{FTK=tBNn0sk2q(1KFk{xso4mEAhU6jJP96UF&&nYwcGp0NVBTU3QOM zvd%Q-euLwfvU(R&{{(#3>`Tc{&wBs4oY7SEUTO7q9I88@ffb+wz&1Bs+}7K#?f|@_ zjYvm(3+;cY*UqWfM@u9{&)GeruoiMxDFm?V3ShK%RDf!_>0-`s-r)1fe_BM4HP|V4 z1d(j={B5oPf@}k>ZHeXE5ba@60_#5m&oj&(fWc->1Jr#yt7!jnQ zD&xhRyc?tvmO`*j6FT5uDsjczM97ii&ZUl#k^byV6|aDdWDC?z?IW)6~OSR#NeRQNDt&+q{rk2cBwjN2XXd=}nL< zNP&WUL48AL+5F8^0^9eU3_Xi@yGFso=B+ZO;rJJMJ3heHUtTeCksnpbw$2xy%vmO;~?5EVm^=xRC6s zaNCQnn9V^C2grLC7lGY=?Cei|sE%cE4|?sYF(|dKgaR!qb|$~-KYNO79reBbLjN`l zQY(V9W)uHqR+|T*!dLX+d>U3cbOVUzYnj=Lk8YBcDc+-?8KFk=`xKbG5*@j_$mD`$ zN@e#R@Jug!XSH>sryF@-CQ0oHi@O4!bj*n$X3}5-aRemyX@onU9s>u-{>D;;>^wdk zg|;oZw2f7Qc803Jt3yG@=TAGJ&Ep94sgUxJ7`SyKuYePiE2CL~{cmp$9&jevkc8Y( za)hIftGvL6i}@9xjIC0Zstg34$1%tl$@W9#@5+@qN-*Be7-_&^Mb~kKkK8hmgN&%7 z#9Q5IoUb>ZP?v%Z7J~x7WPO6EKDoflawegNX12QfNEzdbhy5q~L)qzyg3cowdVo=Y z`4s#By^@Po6gFf3POl3(gbIxMYzk)%U8-ONN=<^?eU}8AH!KKGZ&-iE3eS*Q2T;uu zCg;zAxv+&to_V9`RA2f40{iVal5_&`Vw$Aaena4x?9`m9(4vsLcW!;+^r;GlJxVm# z+0_9;PstrW(e68egLg2Q`yPB(*6C_NNACBQ zmjaZ1;#KJ#p|x4yjljJeg3KWG0ti-RH>V?P-n=B=<}k^5l@PCO4>&=K(1hKPY=jv! z;shuuya06k8VIES%RsNN2|~KS6@bzW{wWK4d>CM2IiE`^a%03PaH+rEfaZnLw0xUv zdxl`Vv;u%0^OW)fX4K_cqKOQKa)C-oa1S$`i|#o)O2m2VUe&ag7s#B@GreWor&WYx z2Kxk7fn8qsfnxY9EdEnzOR+UBSR8@^RnqWVDj(o|eZfRxMeo2FNUEykvgm^Z`{F?- zzk5W+Oo-ko6`Lt@^b=%@yrgF#5e;gdlj^GwPZ2(i!$yDeHA+fgiT4HUh3nQTW@E&S zq15;0MqLH}jJ<`7yl&s3-vxpnDZe@fMd4pS7GaW5sKBts)Jgr(rFjDd=HT|cJ$}#{ zwfF$BZzpmx-;0&P})Z+A3(~o z0eWCu*m@MMtYdawR@EiF7c$!9kgYs%Jp!qjey0p2F+j^Sl{pAJ0Swdv(7-_98wvprt5{MF zj&vYyaDPMi9FGWTGdHeZ>AQg)fT@}n+`G1OfwkPLcEw4O?n{j%V6P1;qz=3>!*WZpuLHia=Agx{as!nOp74!h87t?7~K&0`i>s-j~0IJ1l zo6`9$xEPYh#MQqedw`n@*{dOlT6s5Ne6lmVg8QxQdE-f-kKMcOA zJHkM4<*ysVlNI z%xGZqk=TJ0*BzD<hkpR1&8s4&#nOqW)3*ab@q0 z)H1FY(Xdmrx)@c3!OoW)7Y(s)gI&AKKw_X}-O=6(Nt*hB>GL7ie9FLeLtc|Z!D8+M zy>N>Pd7t(d+6{SscW?D{kHTXZp|;W$j<^Ek{(Cwm{?>2E8rWf0((Flo;xHNoChJEL zUyL9X+%HEDokztaSyvm3ug=4N5+#hOka-RRDW%>UDo{JncceQHx64R;5KYRgZp)6n z5jm7iByA^1yCQrsqscmIr6^NsPJyYt24HZ(cD#kud$MmC(3oT%fkfjEG)=Vq^M`sl zR*iOAl<@WB6-y={uoGfzoi-T6FVj*}JuhaE694ekoQ0?f-dmcO&}9?YUvGlL{K)=z z!lE|CqRc`mqA=gkpf1IFf6qVpASW|1LYX-+DjKApdx5Z!ke^RnF7N%Gm}wAuTRQCT zLy6 zTO<-UhdK^t`$om8|wW9TXpu1%J=%*U>b@W_|Iz~`ICXnV7P?pdLW3AMHI5&blv-M8 zZn`gRwyz)Wj>;!{dBW^C6q#$Iep~msQ|J;c<5FY3adVe{b17MH1mNMw25YxmeuElw z00x=_DeVk3(oH|zOw=h7X^N&sU(WS~&Jt=bsqM$9_%ee^EsjQ-P+MwdU3V-rv1E*R zPrWZT62hpfo5YuOrF=8tY<7N`pIG*O%f^U{1D*yRZRv|FT)x0d$`%=|W*5-$xEm2s zh((Zc9)Uwe)k$x`JA(Q4`m?*FojKtfvlwV{vp$rOh4LW!E*A8r&L7`c5-I-rU&Vdp zSCmoTE(|yhr9*e8bV!IwH-dn4OLr(JE!`m9ASDdlA)O+nfHX)W2vSNT^6uN`ea<>- zoj>4whhb*VzW4rJ2_?T95ka6oE=51XBvFd_b5ufZB5!Z_B?9E+xaZHA0xdq6K=nNb}^JZPvxlM?yQKnBShb z@sT2bxlG*r0qhtlbv5!LtlBfqLfm!Z=SYH!yIDG&Jt^7Jt-mXzlfPxSu(zB5nBp|) z-LZQCMrk3>+d`!m8!i@He194Bkv-U};dUfp9##}gGFHcTRz;=S)Wmv57{H)kv6ZNq zC-c7hf~p(x=Gq{Htb`#GH6f0%*0-I}Ut#HJb#VaZJuR4Wp_$@+Knu35GafP)P2Qh? z7|!sAveaaKpsEqgANm%X<`@t&@Jo>sk>98e=YK_BdDMjo}H&f3mh zywdqz*--BDH0OWvO2|n~e^0u)v$?*QXSj;K$z;=r=`Eijd-%f;~##%_T{Nzx^ z8-BkW-~HYRVPr}V|H8y+*h|kPq0$4{YT1;gjdf1B<|b1?YSu*~3*?67_oCv#nTS@x zU<2g!7ruSjwP$5cY8$J;N*_qZo!i9QNXiRk738n@d4Dx4KPQgetY(^<79F0VBxaw* zr?2>uxbbbAcrn{TZR_siV>O;27?0mOV>k}}a!{C!a1zglw^T*^xszAYnZLhN5VvRT z70S_>n5<2XI)9<0IKdx<8P$ZIG3iq`pJWkQTdoPoR3cLkc}o+=)&vOxwh0F>~kxNit!sYbqmV z{l>}UKvJ1-{d<>8CJB5$0u&>AJVdaVt60sW`e5Qte+kW2e9XqX^);<0DR6BgmH?-^; zh^9g&cked18B^5Ce6+UpA+Cm1$`O)U|#_+ zZvZwD!ERU&*CVu3HOxS0`m+-W^3^qXeIT*a;?Z3Z>z_a;`Plq(r8MZ!nq<)3YQNiy zT#H*hv&VH>MBmrwtv}XSrpsOIx^}<|J^tOeO34W~1sU+7uO}{l!WD0{ zcxLiBcl()dKUci66&N_b_nW)W$^e*lCoOSE*%b?OVcO*}*}8D+*aEHD6NIkRUgbg1 zB$otppI4On75!LvN9XZ`@;9Lchk}*;>fSpPY>XU*iV3Q^U1GkMs8Yf=<5I+|yPM@N zNtOMK91UtqQ*RzeN9Y=Wz2*6kTzS<#x|9?h=Q$!|46kE+s&RRLm=@Lu&*&7ZAt8qu zg`!EV<_6t~%=zL_LnG65%gR-eD8Yo)sBF_v`-I_;96?kdRkl=}V^H3f?Q9HDtZly5 zT*8?A(*6w(HDhF=7_P8`Ih4{OtWN0o=hGzhv~Bbs8^r+T7$mw%J^UCaJ+$r*JK3Va zPPV-R&&+LtO8MfL*k)Y(`UL+;E*604%!rQ47Q~!~qx(?c=bW=LC>(U&_~F4#d+Ho@ zyNv6VAl94N#mLj(u@$}1h1luOA$*kl^7{GPPGUm$vOA`m`YSya@9lF2wNBsP}8}>1(X_b z7&_xvqPFiNV}JHBF?$GW7Y1hmXYBPPSUhbekJuJxs5y}?~fRri%S)o{WQn1Z00 zV@lih>|e20TsU|eGP*x49^-etIE5VO0;Bg6ds|Y-$^jy69p-m=pzfxI!KmO3L^Exm zf@F`^TG?3u;_n}Ajy4LDEh}KaL})BknTQMTme;jFy(*9Yp0DpiDRRLtk?g2^D1h`0 zk~Eim&x}TAnnCoW6=cX~9)nM+HTl1FVTX6Y_jl9XbGj3Z)?*JTi88%!{v3rtT-&$m z=e?6J8dcx^)ZD`)e6j)&IN9+D#~xo*gtgAn0KeD#Oz+|IfA5MJ+H0819M6bhOtMzj zuJN)Y<14qx&T*+k#)!WwmzVxxcV*ZP|Fx&iSmS)?1K3a{>&!yK~!7=;v6VWSBI~ znnjh|*p^0?SA#FPo(p`Yg~r{wH%C|dtzYQx3(r{)HWbRb(726B#=3uMn;pD3{H!r@)3X%&Bbup##0B1I_ z*{KP%QAy4V&)YDb0Y(!NAeOR$tu$k4w|1EOC8h^NoB&c03CQA*@L5+`1f3?-<>HPn z`FQxrZ$N{%g9Jc>^yB%F;P>1$uK@mcc)c1zT3SOW_moWHKNWEQoeyOZe}InS^eK*B zol`$LFvs&dd3Jk)eks@FIA)zSi5DPU9>QiAH39EC6Iop=1+C{iw4Qr^M}O}9lkY)Y zh|M8JAPurk$U!?V zUDjFY=Pcxf=2EMvW+v+a#(?70GxpNl80=Aiw)PX0xm`!(u%0QzPC%-RFW9V(!GZ0i z^kW^+XI}0&IQ$N&&X>|qg-h(DsmxAyvN^bbcGW)L5oPScO_GGuWApJ!Rqun(y$`;* zeZ$$$(9<;xDIJzAwJoHcfRPt$zO*Z=_)cQzB6$Wro_$f$AWLR>3--b}w-nJGiu<1c z|7Pz5Vq)s8C8ptfJ$BW^IAJs2$Lnp!|Wf=$w{k|rlqad@7TN=x(~_G6=tmq zkX}Rtwy+WQ8(-R3$zf2p<9-^{z^3k2P4>++2+y!g7O#{iVQx}vHJI>UbH=S7K*%V( zu7+6a*)E41(*|f|8KEUnsHZ$Gr}aDUhPY!2!EF#p)PC0=ckjKVO7%dJglXH+$Cp5_ zDlYwkW%|@u19JzoPMNH6w?aqX|4O!np{G88@7WJ$j8*H7Fu;})uuv+=({F81MVOYf zf_gpC=onsphM-XmWv>pX+n{;V%v`c7%a+xgJB7(P|)lA67*rY14~V%l~OlX59%>e7ch_aNq+#DZ5Og( zYJGhNgou5xR3sNR{a1>y@_tg2 z#rUy5z!UKjTujyahCpf_j1As`%o=05(B>pLsC{Z46V<>y-KP3rlSpg4_IpHCt}Grq zj>!TM-Jv)}`E44HuJ*$o98t!-<<8D4aQZF4F}&5KbIYKOH1+uK?6-RVb51F{a*oPo zsS4Y{q*@RW)tk)CI##F2l=P4z$gUIno5O@@8k3|JbB;*~jYPiSclAwthNu66jb-mM zpKg_*h(XI+hDg^KT5`CB8_ggeP_79)~tQRuq?gWF& zTNK@(QXfXc`>f0QCAiu5!95$z|30a8rjioYj|8$}*hA2aC8*bRbG>|H%NqkyuDwtU zrr)XNH&_HvddDJBhFLkk05w810qolf&b6=Cph9UXn#w{c9XteO6%+dcn4Q6oEyX5T2hxpjR^-ithF|+e24V%NLS7Q$YR& zI#T%_j}N^eqgmBy0jH(SY}c>Xz^2-TRDe7v1nlHlj9w!kp|?40?CsdJk)T`}!j!JT zl5UZJYv)|Wj&PJOA_%t0a@nQlN>krN@Y;)S#7S$$@uL`N@1-nlLH?TDmWQK14PR#60R5;fSob#$ zXSM$UNNIP1IrrFb$gaYJ9Fxfd?L+%9D+U2jj<-@j^m6M&`u9zrkQ%xKq@qWdIDOds z1F)v(BD?mw@pK;4Kr_DDMok9Wi$iCt#*_7aAQpDd zt~TEmzZsatju~T-#L}ER_W8DD)xRu}$e75~+!N#So@>w>M{;xw>{jUbCq=m^#?J_-ywP!_(rI{De+qn&?YkXqdE|OfXx(gmd!k2D!hWdF1V!Y zvR(xmxEqwd`)K(WNL%^50ic#E2kJr4+%$MsY)}D=OLSwd>Lm~67nv)lcugf(R~4m^ zxxtG9rQ)!1#>5yaU{QDlxK8hD+S!j!yIkzS3rvf&=1;hH0#{Zr{EE_{I-p1|N_9S# zek>F+#ssPk&}YwCmrSaU#PW{tmh!-49P~kY)?Hh3nN@F(j&AoVHWwFoA!J!4R$lY> za00m{yK)Ygo~Z$EreBmAp&aGT5KPSGga&o=^-B6e_5>*Xs?WDp2_SMk1q>K<>hu#y zy?J1UkATdo8od=s44y%WVTLhY^vJ`S&FRbE_@%;Tx!Ow8Jjo1N1|RCLH5R_swr9?^ z1n2f`hNQLpYc~Tj0pLn~NslPT^EpKn8k-FqFXVHd!;D+-&$jFn2sF{}9C(cb8D-ztbCY-~9N)lzvvBtWrFjymoYdj1F-FGw zTn|mfm?MrHzd?#;{$V{83|DAxh75P7`%z(XCYUM(I}ae1tMbG5j1d}X549dXf{!l% z#F)0xKuuho?v>GV3wWy~6GJ9Sr@RmnrM4@O&HS3S5B-e8J=L0SqP0U`MJORomHKfJv?(PqIdiHIq=0UF{u&u|+BS%`(Vy)Xl+i&y!{C z-GdHrIfQBYlh4cGMiH;opb>INqhOlO=NAJuTenxQ!7XGPnvZr*U;=0hy0?CS2Xl*w zKcj^rWS4+ig-{>U-fp^n(4kNCw6b-7r`Z~^8P{ zu~=hNZh?YOL$dx|be}%g4=uph_3g=lHh|5Oo` zTV8iR7&9*PQSmq01d^@#%?0XZyJc~%&$h!l3ze@rtJFn+qIaTBwRQ7nOI)j4^^w`U z^5UKuQ{bp_hYnBR=u;qyLp6?L`L)J7;9~ad1QwbfH3%6V0o89NpaHC{c~w@c0}Q8^ zR1sqDx5D3Y4hrP&CTOUw`zx>E^5B=$m!nDxb_tkAly^REi*zui`~Qg+_`Ds_PNl#P zy8zh4=&o&nh3P-NzUmz+xp z1g>ct9Y@mtrV+INk^2%iJU%v&wWVs|R$Afgm z;*!cdOBH`1A}8-O2w!r*x_N#9{8K^!`>zB{3^S%f4DMl9wCt3|o{Rz9`Sc|b@Xt+V zh@SysUL7N!ZcJGazN)b1g?VUOoK12Kx%>r1%)Spk;d44CH0ga(dIfp;Trw22%jcvZ z1sK~am~}UQMB(=nU_x1ZI4uN?_T-pInFbBu6?AI^Gj+tRfNS*zFx#i^1FN<+F-NE* zvgd8^Z^)H^E%BKTC%N9Ada@~tM-HWrZsKvszbYpJXkb%h|GRo z;~4lD?I?LA@>QcttAFD4{brh}YT0%GNMO~CyNN~OE8}tSQF#|JdQ_jpnLn%n; z?>z{g+DT4lM#pA)TSkbHb!SQdr=LPMVSLwfvJrA&^}~`fb$`p~nr#kWvJX6pVpD$X zb?jocu@3eokNm@FU2{C*N@@yq7l}oeVBTHSq+%|XW>bLfZ;QQ`VAB4|zv@HNL^8zl zwp~Ly^PJUkFJD8+pkuSgIvwOBGE*Vg)tyF<$si5bsB#HfzMba^NE!|S{Qftfa_=R?ZGCj=(`(8`a6V%ARw1c5>5}L;k04`~J_hRT? zdzzBBD}4F|!=pA`YtI_d-)2Qd$4lC6hhUft506yfVrdv-MgQQoDQpKSYM+z%uq;f;F zfnKzFf9Y_P{)n>as_N4}V770^WH|*6z6txjKqA)XJShgoBgNN%oFMPlWD;ZIBVs{o}suzG(FxVxw zw&EG*{{yf=IUg;vcL1sN%C_Ip=tNo~0e)Xp>Bp$`7j7}L@d>?OmVx`oxcpZes=UDd zh#E_xf>zdLb$ujEgX;adEWugSYL>39DhY@4^~47gvf1#}Fw!>d8K4 z@r1st@m5N13Q)10B-8ABlc3TUwfsJH>}592z~`i%2ily!jo{Cr=#eC!V_fdvUxEQ<>jBGH z9au#WoM3OMatZ7D0@dbQ6LH-c4oM|^`_&H_ncU>3xKDa%GF{Zp$+evu6)+Flt&(O* zj}rS`VpAgyNIBk3b-_Cb#ie-S?b^tkY{s0dW?lWtUv&+drrdB129@0CD04L=k@g~? z;^H5C0^iSb6V9wwIQTT$Wg3qX$VBZ10C>&aOUgy3iHR;eitJ5leu{Lvub;Hlsva4+ zYPgf5Uj_N_jD1)N$WgQ29vza&$ZIIJzT55-be_Vi7S{zgo}5b7d~V4vlM5DDW>C$F zuIJ6Y1R@cA?#j=W-#-mRlhfY(MAfg+qFH%J3f2M~?)5hw0|XrA8Ao!JFj3{op$1wu z1&xH(CXZPk+-SzI+VfsYuDwfmb1qR&XhnL%;>$8~;gZa_grjx$hK@kI&d{|z=QK#I z96V62&4W|{E5YDdSP59WWv&ysO2skpyh-<>94>T7_(j4rZ%$+@>t)gm8Ix24uE>SS zPtdQ7Ef$RGvzRi+-1={`@|Tno17DJ!#9x5oMzQwZhEZ!hxZxS8mwI?XnD;6xweurIEf%;ndACUP-R@&tLXeWw>FU^#V@V|Qu_LEI0;eB(t7}?z6 znDB51^yDGlF84qjb6qAz^Wj2) ziL&Y`hvK=k2d4|<_s=f(WKKdY-`h=Hn;q&>#xN%I z0M&0Gs@FMlgSW$qN%dvpChb%bV#@!%(YPc10Jo91vRg?oZlvYD4AuB+CH!~~#9eu+ zDFDb*+2;@K0S8>37|^`Zi;$Juc};X)W21QW3M(YI~4HrGLMmS6Rz=j<`Gk$2GCgU$;nKI6H0Na zhJ0Dei1yV~Tl14DIs<`bxvh2lMGf|g0YBjR%tjRpzHBY`e2~t(OUJMj>a}msNhGiH zi+m?c(F)m*Gxb9$1%om}H|=9&bE#Sd#%CIWHLhlxU`K_Q{Wr{c+dVh(C2o52WEZ_R zjt>}&cY#ikHR45mbKuDchc`cxgfQrRw5s}SOvkPEl};%$Q`a6WR-2XA1QzD2%50B< z$ua19w)g`4kzR=Bn2bT>{5ia1sqW_Os=5*#;!Jfc<3clX(PViu;pS2PcuWF*DwCs4 z83-xNP}U0}k^#t}iwt@~avuB6V=aPx7R%~xgh~{)XUAJyrGA8}G|Naoik>L=%=F>o0;-gK?x3CwtjNdVD?S^CPhPMtHdLd?h&4 zV#yq!xQOU^5oZt+XyS>QW5rwoqG~ZV^Wt|K${ze~b}Y z#^Fm#SG*r2X+z*3W#ZmK?h`IqaX0F_n3H4Ig_$>Af~Aqm^tS&LCCebz@1&boO957WCNGR_|VzEHQN zeC$-i;BRrdCB8^Dx~nl3F>Bvde!>%F8`?h8il2_0uOn8?!(JfNH5USqc1PsYKE!}Y z4$r-osvgQ{z!tbH)`-M;xVHFleXe$q7;bRLn26nx{M-!V4gRvQ+WTRnJfDIlBW?-L z=llr;Ma1Tm+3tDVvZf3kpImR}HA>_HnuSK6#m(yOCI%H4ss_VvYb%J;kQPka} zQtoy#;FpDcaL-4~hd4X}ZeKL(5ndJ}JsUavq+^KvzkJ&Z4Sr9O?g zoNMWNL$)+hMn;W}NuvpErgQSowL%|8MSD!u3jKhS=Xt0Ldpw!?N?^65+ez|Lh_w4h z2>pb1rY?=W1Rn+4WqDsFzla{z=c55ljipQGSY7w4gZfeLs4F;(runVW;$zuNAhA=; zjb1vl{kMANAFKjp+v$oA7r(M4%q2DAr#9OuSf$uqaM{hOHYwjx;R%iLGM;QQPAL{m z>JEH>X?5=>E%q7>;^y$WSA)WkzA<0*j6ZMO{1LeYvg+zjw+;>N#VeL0BC(5Z!oXj( z^_!NyNk;CYi6=T>sycM+C!p+6hS~po^sKkJI6gYVx@-4aBLq}T4o;iwu5Dc_3w=27 z94tZ$r82wu_Dy5*m0UiTay4M9&C^qeP}i?qG71P$BX2d)>3y9nB6yE2KFcf8V}uZ< zH$>0VfF=2vB0(Ehr^rX~v|K*q-*y5blPm0iK`}CIMhPsIUbL7M{zvk-Ig?E$DP_lc zqjVCji{T1g!VoXZj_gV+&uX~0Q*Rm&xB-Em~1k(nLyCy)nlO z{yzY>d}RAd^Bydwha7_%lRCH+zE9JD?12~1IY?S12r4ZV#8q$7b+YuRPJRqYRi;@t zlj^Y#cF8;QA0e4i4%pJRBh%Y?PNq}S7}en1h0?ruWK>6PljGGpZw8bht_ZXMEtuu1 zc(fJ$elO)ttaDBIrVidJgVr_+@s6a88C5zlA0nLciItW!l;V>jR|+laI~ih_n*EW*2=b*_uj2&200J!IE_xu0?vY-ZOq|k3 zmKZ^0CYpk2Nst~gDCRj)nb0RL;#xLy5&Y@?4^8(P7xvR=@?_PRF~eU0a!k<8q~JLt zE@Mr66#gnE^NdT)@T(3f$b3Strab~)9ydSo20Tk}l#`p)C?CD&u$oIQCoe z^|;QSWCk?qrWR4F7ymzhWpYU5_8XT3{ajI&JXvH`Ta)@8L0m3fY8CdD-}R-f(dgfSMcs_{+ZET~WlRx;prwWR$1)t3EcbPSc+z6_20hC(7gncY zw2G3POEMszEXR=h^uDG^#HE~K~Rfb3t!Qq*&;nqwRFO_kcOz~?!6TP0BWtB?T7 zn%x(DH&rRVw8C)SuVl~mRTI4$75Zc`xXT-RHPYHX1wjAy;tU9gr3-ihpMe8H$GRBx zlKEw1VmW6X%4t0UoU)GbG5SVH*qk$mS}&%}*t;f}O~vt@X`YLpDwMPL zi%jNSO{E#^5$=vYTnP<|YsY3jfMdtxBsbIsyrsM61!!*&b;A~`bY)Kw$&8i+xzd(a zAUZ69MhY#P#1PqE!5^KShpt0GfwIg1g(JcZA0|}&gJET1r3Pi`S{0AEYsW@pd;uhR z^@2Q*8&i9h6d!YIiX+&rX}%ji-8mwbzW2+VON+qoq2kCM6TP>G&oigdaMZolQSfTe zW_L%#y(MDI!{Kh0c$R++;!C2GOr)%J3Y7x>S3r0#i`v&AccP@9p$|-t# zI}K-|jXKWg_JUV{w)L-Qkk|bF;dMD=d4b;b2gqsR)cTRa3R(=XWv#(M@c;h@{?bw; XF6?LguZM-7?*K9_Js|fakK3GLirs92{T(`v8v{$c-}M;`+)e zN|G}25-tE4 zWS{Q;oi1kqm?i+2V*20t|1JGLzCANBbv6b7I20J&-o)A17KS|l0MW+S!N~;xkTzj- zUUwG<7)BYWNA$P6bof1doxQL)4v%1$o?`wROyM>dq%0F?ov7y8V7^a5N2OM0)p6E0%eBf%WCJMv!0056;<|L{14|#Y2FAG%- z7=8t#n^?NYsQ#1gWoM+Q1jDeh@IS2W<(~9B$qX1fi^F0GP{Qzvg{jO_8^i1Y0VbyJ zBw&~khDj}4rT?iPBU_*56nUj$53=f8Y}=>+|Du~3!%M_B}J7bn$!mPODqvy_zi zr@W7Y&0o(V%r=BvCs&mx+hF<;CJdb z-xetUhn?hrIj{?}^dEX00asYfPj;vSVljlSbbps24|LMEG#-yWfm!o!FYW)$hw1s- zW0=kM{}}+5S^m`$&VS1>{g)42Fi97{5SFjQ#$;YEd)07{Y&Z zo+4oys(7gg1Ty}c$~wn-$U4LNoi&$r|G(<^x5od95-1*22WkT~fto=h06C}=)CKAQ z^?@otEr09$-`oBlTK;bPzx;ioJ$d`o3jeC_KVxkQ*kFob5@AwdzQZKLe2pppw-h-h z9wr;6G$t*KL-cpM+5DUTU%prZny^^?E2{r{T~9s05>SI#VhOmzWSwA9eTuLh;0e?E zpZ(;YmLiZMup!9&kEfRR=~@1l6-W|D?~p_RawK{rJ|s3I*(dz3o`*yWCjL#+as_}=X8^$C{5OpbHYVa`0YD?Sv8$8YKlH&S-cbN>HsfIb>pL8}7;J1> zd3-#FjaSHV0B|4s_;~x{@$o(frhf?lI&B`;fdB~)OEUmaP z0*{M;H~{~Y;Qq?t;XxoI1Q0ACBO)Rop&+B6JYA@07|&2q(a}&)o?$&h$H0Uo)MwAJ zu`scp@RO3K;;>Rk2na}+s3@pU693=QV<&)(0w)E>2!f*o;IZLA*l>?M02#~^MA%B_ zX|eOq1P2d7Ktw`@+4Kx1Q1={whXaA&5kN3|VS#}2h4BFdY(yLiHc_M(?+uYD9bdA4 ziv5m4C05mitMcoFn#0H`5Ebne9zFr#YZ_X*H}srb+&sK|Z^hq9NJ>e|$bL{&Q`dks zwXun*nYo3fm9vYho4bdn*XN+%kkBt-;c@W^iAl-dQc{2988&G!ftmMwd{f47{mIJk#_a88={2s}H7d;~qPkoC6T3pm1xok@UT zRfi^u`xrqRmF}YnQ-p8c>j|KXF~c3 zvmOEJ_kZbABEK_)Hh(1b-)NkE1gz-5?z&^6r_#y_^2#_;?KB83 zk`hM-Y7R<$}8 zo%R#o|7iDyOZxrNZ8>UY@?%O~!|&m!PgSGhODpN|TA6dmefkmctgEN)8`loEAF)WS zLQluRZ`B&0HK$*s%Y|5c^yak@AA$9^GcusXd#ZRnB^x_R-zsT*fXDcA74ZJ?REcv?p2yAUsh4xlNR1|-k z+Suv6dVf}G4H?y@-YI+pq<3}dGaq#5&XMtSS-njzi_iMeZC!RL@uI}I2U-h-5(UP# zoZkKU@<4N^E~jEA#C&I_Zu&Y!z_s|fAlxG$vt5i8PKGaEg9vRq^?gaB;U4WOu>cD% z2}Am?a>TZb5hrHyv@6Ff4vRq&MeCFqW;0t^>CMJvbQ^KstVCk3RKAR^zBeSzcORiW z=800UCy^bye;9J8isOGmS#>1Db!S)~`{Dr)t9Pc`=U|0@MpEz*fNVD+#rC{$CxFWt zph%-7y*PLT-~`?jcw}v`eDTpN6L5d-q5h12k>3c4hsU8fNLck-YjbUWibhgb5n@?VrW`l{ z>le?gH+nbUSoqQSD9M#Q0?iB?WisNQ=Qr$pJ3 z&o*J~d7FQ2XZ4ZQ6#~-<(fcShd4_wAT5l{%B7McHWDus!^xRaV^CS1T(wLQ9^wETN znOeQHj|{WG|;Bg+QmaSr90Zx7!DrM=s!__;5Badl8*>< z5c4y}0<`zk12x%2`axjE6S?Eg$K|R#^K$ssyifhDRqh+HMJ_2O8hC-}98cB;gFehUUA!H|6 zRt2DryH<_3brp#HH;~CIs`TlTtTZq7YP`+Z$SDp%TOrmvwdI#8KE}|_?;)zR(RE^; zm$wS8sqQ`c5ej}XFhzcn4Bt9Ww=1AWux?k8sgO6k_tPbbizoyjVVHG!GeYPcw&_t| z(YIC%H!w~m94wy^TgT$D(gDpm)kCET^JDfge33)kC*WVa_6Tf_nk@O~K+8~E>?1nx zs!PtXph_2Z{#dnh3}s7Fj7%XIoU)h~dPJue6++F;jp0T@77JlL-^NK3HjV<_bg|wi zLxg*SV{^#x+gb0rOFYiiU^>G;39;W9S>ipgAop%jZN2vKEMCh}_WPyB8_)MmT6Z~A z6kKb&B98x)jFU%&w|Kg%O-VyPQlG%BhNt%th?u7e6!0wGIfV^M6(T3ez0u*59#-m& z(6UoE8H}#$j&=U&8(aMwkBan4gIMFJ_vht0Ceb^3DeK6fZuU=+zPW!M0auF__=ZCe z@||gP?=??4)|X6j{3HJjTX#KVX6!LkBV@0utmr7EL+4Xpo^s)J1CP&<{?l5=sV5qu zJ5}8`u7~RK;T+#h$Q_jIeilnM?yzO~U3{lDeXvhM{v2L9u;=g+@h~wvjs}B@z6Cz_ zj4eEqD%iF-2N}qm(XEyy4-h?8k|J-v>L=&~ZD*q@+qt226O4)UT9uk)11}jl&aO!7 zWRSLKs41L3k810)Q?9y{JG>-Kc$H$ybeFF>rWuVc$WR{gI>PQ{4UaGj19XlLaKjFJ ziKr(7;VL6O;vke2e*;P15gz)UHdQqtVNTyeO46>ICKbTd^zA1>+7`dx zDc_z{KL0Ftnj2NH+fb&l@7l5w*DiOeO#`de*jipq){0M#Bf~VN6bZu{evabQZ7DWW zx^EeaIJ_Q4$F1yFJB#72`Keq4NA?60{lqP9{nJ@Gb26Um!$b;-=8|!AdAe)W<|Nmo z_iP_5ZamDIM2WPE-!PU8`VdD#K7AO8*mUPumCCebql`>a&I`F%K6mTq8jHrVVxec+ z>f!#)-W@0f*|VNz0>ilqIHp|ULoIo`gaXthX0tp!9W8O=BSM-SVuSFno1HVWv=Z55 z33EobC+%{YA4Vt3Ubi>9^(Vu>GQ%HZmGI^X;k<4qf{MuzeKTmB<6>dnK4al$TRc?3 z;XaTa^J^+EK2|(9KA5cS6@&q76qs?S#`aD!$CSX<$z7}`C#ukpnX2-cJ5P(Q zX#=0U=@j1**D#@x5?3V~-JP_~S+cpNW>yO-T#r@VWDG7)e?oaX7gx>6A)m~M8qOLtt z8IJr_b5uq_ji_1dD>u^03S^du9C!*3na53<6#wm!= zmD?nV1RjCKYX^{ZTjK;VBvb1m-%j=C3GCXWw|1BOfkb6rR!B_>a1?n&*$O?=<=*yA zp;?KCuuF$#WRvD(USO&(l}j)ej5`z9x=OT8$8DbtS)ws*pZsLIBZr%cn%VKAY_9pN zDmM&bkO+(;NDdL|&@c0?f(Ro*iGH@DH~y;A72A2h(JqN)*sT(gFNC{Y@+r*qI!}jC zwz400frTUeXnw!N3;MIayVE{R@ktu7b#w%Tkuy&?i5ss`HK>8X6uU{toZ7r#$xQQA zGXShs)#$o5JF-IZ>MCi1e!1uyvQnL-@k)D9=8yKBQ>=rEjcD9E!&$SFieTaDJBszW zh+FOV22`4Pa5A6Z_SPLfx&TqvWyg^Z&nii|>b}-8Sf|M;Vam8$69s6$#uc#}lEg$5 z>+P+Lc?4><%vQxA8MIxtj^;a(*lFein)QKiul843N`x_cUxr6NL(!rb#w9;-j`F{E z&01#=)cE;8Klv~xQ2kp&nYyYf+6mm6i>r7oKG1J-s#gQ~GADk@S&wR^9IPWY91wKE zjzu2%>rKl%g^YyGsjmM!O{U0S-IvzN-{lPgb>^b>xf`cRUyHxg1b4OD3AQmTx+*Ac z&%FylO&+FHV%w1DJ8_?ZWO_fnMHmUG06$V05Q!{>*Y#x9YM9DGYATPYh) zraKSD!AdLpSL#jp+4faGSb@UpEJtErhA9D>Y!4@cI2-+1Vk{~*A+_TV-l?~OnEa4| z%jjT|AU_td{1EeIwDBt=C> zmAQX%sjKw!A-HMj^fu0?d>9#AjjeS|cP)GQ<=T^gUXsT=Uh_H0+=?bfjipiR3+*bp zSnl3n$ksp+=O?=b1i7s@gAjy=Ca&GLNDT~{gQmWXjdWM2)rf;aSVVx+4|b-0gEX)Euojpb8$;iBYtg!%0$0(Jz5@2zR8CM%|=6U~y= zzh~lwtZ*6iQV#+y2qx}j_NY3RC)V5Ag`4T(aCC)fQG83jEvk*)X{^Kbs3h=-0Gsh# zd{o`U?jwN3^%dJ_j;n)1A#NR|zB+?@Xs^3`YUtLyurxifj?>XQXPX6g>8o)s55|rH zBh#CC$OQ3;pigDPHaH>s}^~McUr-}2bg6ic3#pK_~Jc#A;L}2RcVGhSEi9@v`8^UoB?wBP7 zYIgb3eJmiVyP`sCjmhV|x1p2#n4Mb4q^WKXma#Tg`N-9K`j^2uU2v)a3m1P1x6H*# zUPT?tCM!(U4%bc_r&@T8F{fGx>M@5pl5mx%^q13+q+07ILui5%S(gSBmV^;e!sIQ zPLZY3Sw_an@ApS&wbB>=8t6%1vU`Dqvnzkw*`kn7AcWSR%(rRtW>aHewN|LZ-1x*< z-qWQ~V&qlz#}_;24z~ecqK`=l+t*IqgM4^SD%M{|2mTp+7ta*P{oUKaUCEJ7o@3x} z=>m<9gyH<^^2^*Enc-TQzDkg2$uPbJ=aehqx9`;JcXbb!o-0lg9`mkV%{JbN)NP;L zs?L~W8NtW>o_+~v!SyQAJahXi?f(T4rqQ)^;L_S;N#pU-2+ zQ{iVBF17CR-z-0xREaO{>jiTJmMV&^=f*kc;!)bS!tF%M&i-0{wZUb_$2TtC=TE=0 zG&knJ=><#HS0$E zGs-T3y2C=ixPGSB0W1-8#X#7I=J#7|Gs+Pm)q1Sn^NB|QHU)Ir-$v-p z1uvCv8#N*evys*{ZQ~y{j*emRkxu_C7B?|5%Z)i~q&^}bK~|(^=RloDr7hqjh#kQ1 zI@=KnaxIzl_M1#+wd-Cf>~9?@y$y_l&)U(h6d`#(_v~|5zm}5GhJ7b9l^O?7QRUQ9 zjmhu05({BLh$bJTb-KmUDno75q;aQp6!an+Dl1zVb}E1IDX?*n3#n}B2Q<`Bw1M2@ zinmN#BUL8*3_q@)v4B`zHT)5cK&mhNLvak(-ygk1$`wf|>Hz?<&lg=OO9FCrM z=Z}Pd335O#bZcZ>HT~2ZH4ZB7Jc){GCMF(>D$`t}Y;~FiU-hku4=H%)NRW%}N`^in ze|=Y#xWv8{B}KBIGZU}U>?$`Wo$aI<_Zscli_RPMmyNIBUcNE0;lKn)ciLPevL{lv?625 zkMMLl6M8WmmgYWLR2!L~?S-o{?v3=GTs|^=Hhz&Y$PVYclgPJaZbAs*KG~1sPPA*X zwz0NEO+KaKlf?VuW8M6UTf#g0U!03!kZ74{NCTDAyYjryLawn>&SN_hcPTinxh)~% zsXx3SsdmiYWrloy^^~*-1wkq%YgUz6Dm+WmsLqiGYaMq3_~%TE%Ujk-%x{JDCz<~& zsGX>V0h!+rT<@%bWlMMVmI1UDA-OkQe!jwlGlHlIOaxZI$k-0pG{@e{9?nk+48QYSPd)F+6s(F0T#I+_p|P&7s|e*< zbOveTi9|z~rT{FxraSB2UWm^9fQ{QaYjwiK?U**CAWVSo2b5+d#|S;HZDZ z;nB9kUIj>8`0|}#P^oC!&=C{ck$R@=keSpOiyeXm3WqM9 zaV6s|w(kAt(u!8g0G0CXFnZzO;iv<+b;3&TjcFbDYa_zf- zLj~bqY^U#hSEb_~YQ{^mEa|*Fk)09<@bvc>9`(+Tut~bHDYV^WCy0=#!-M-mKw?eQ z?ZtGMnKZ}EOelhn>(TdORk#46`zkJ38NAdlSXui`hZ}mf?7)zfdT>F3saAAO+aJpI zFzb&efwIhgFLC&R{PlL^pn-n-CU$zrIBvR(`H;&%AHUb^a9Id~chp54(J=Vi+vDB2d}~UCP7spLRX?s5H%h-7+-`lmxHjS1{j3wJ;HS-d zEA?>JOe+upZMMLaZNs2t10$r0iZ}0-6W&VX8O3jQ=d3(YH-l{nqfU+}I7qBI75#5H zs>~r^J9bckOZ)S*U}P>Ee2(w0#=+j0q9P0;?882d#eX^(OG?Eapf z?$XyPnrMEv8V6x;xgFS*U%5&{#f@YMdnG&d)=LWWS1sFOe}#%)LMk(R)vwXgg+Y|y zvgwh4goI2dtG<+?rP@FhO@nh0pdruc*(ai5qT)m1B(lPiS5sMR^_#f2kvr{lj^ZEO zTLi~%t>)BTuX|hCjTp#T>A){avge+x1{+JK+Rn~~c>h6}kDKml`e8hmrPSBjH*5WE zzLm{5?gbU~i@Dzn3qk}wjL_s$_ul;et{daFvg*RNX*YrGW39%2V12fjTIl2Kox?|wgF``vf) zT91J8#K9el(cm_6TUHYC6e#Ow$A=CxtoeG#y6e}63Qtar2kKUjZtK^$TGYTRY2_U> zMa7Ssb5l1Bffv>t#JSvW`|8|ml6`&=2)ivo@cURD^-Oj8G-@&TKFTtcds_L)`!L-H z+0CBGTm&>=ya>J(@6BSpp^puKt#RQV2HqltZIs9j^Lr1cO(Pt|2^3>x;}iU5IM&D9 zt&%ZIQYfg!=_ZuEO$NCa=w;UZ*0ODVRmmw`1&_r<0NZvAb{uNcidN?{rjU{rSrgzm zfk;la@+R$@#4t#HkC7~Pj&e6%Db?}enxdI9Yw%1*9^idHaT9g1>t}S-xt$TCL3@#3 zIdNRH(`svHy#&?oTdl$i@S}u=p!!G$aZvI~Aj`9b^?&_wrEW6YZZJu;U=} zQQFQ-qUvC(2BM>5wCJ~&Mo7D+HW(w0P)uap!@c2#bkMHyC^bCCHmkCfv!W|4UCBV$ z%=Tn|-)b$_PFSnV#xg@!CaQXxa(m-*>4_fg0b&jgo_F}j@jC9k_;;`Y{U@P%2F=03PAu{APx&`Fs^aT7w*fzn|U4TkTQgq{{ISlmPs zhLoUCT35O=DvU1^Y@UDo^mT;# zeXUpPm}t7?!))4zCIlRVBmxXoU3Q_a$J!6LzYblPUaw6Wd0U_l)z}lHy7#La4&Jzx z`s3^QruAaRRtyJY^l>{b3ZxEw*pAJ8Q`rBZpR4icT~ySNKs{KJkFv=cDM@Ztb@8lT zns51{JWVxyWmQ@&3XeYmQ)ylA(;6B2$Gywb&F?N0cI@8_a@U^opI^_G%d)kgskY@# zN(#jrx)yg<*X0N}#OcPE7}qLTu6%e``wn&=#~r9jx>1dJOKNZoU3yHb*Fp zs`Xrg2p-;~H~^EEM40ff7S0bWP{#cI1>d*$cG1|MCzgfrZ+=H-whL6;nP&A?|AP4U zVE9|o@;(A#b*ow@MN=+zsBkqCm?#$&PS8J_4>Pc{9CvO}Xz&KSsG#uExdD!oi86n* z{G6AN?UA|)oKp`jG5WMhklLUtfyxqQVs1?Tr5VvQk4<w(e1xb#bmxa$-^SRWRbK;zPHRyC^Z?$FUV?V8yDOTI3s0G%T zr}Kz@Y`4>AZgLfr!WD2QVBC_W!6G@8DZ$(kB`N?Ts7R8$b?PY7cSg4w`7T2H`m?e9 zx=u${U*?RCp{d8?bEtW#Kr*y3bJDH2<+@*Ecf1|Q-wq`w-ykx}vG1KDh~j1%qj*$2CvDQD6%qI(wU%nc6e zc)2-aKtr%;Uk~+E34+vc65m--me>Bds2eRg`EYJUj%~LN`6{$vw&@Xo9n;r7M6a`e z#vM&xy0aZp7i~qcvwd3St>|Hi(ywKS5TdctiUu>=8BVbeRaPH@o5t9*C%T7nTcag8 z+tOLoe4>BRz{c==%jZ@f#EU#+HwLK??&9p1ybOp9qP>3(hMvx2C~MYf+RuQ0#j+Xy^kP z&${Lx=tF;jWzF**mJAmW<0#Cxa|r%xd0v9KFEqi-S$2C1GUNm#dk1v?HB5MhP4u19!YkTW_N%<7kGi2&bOwWDYiV&{hWh~8*htXwtlh_u!Beu^v3GYF6 zllGA$ErCay;WLxvb`%}z4IYaI1TxP_g-NrtX0>wgEsHJ`q9e-F2CS8o*L1IUp3l}oj3&Ct)?;@52>Y;&;NY{L{ZC>M_%Iyy7_8kcsX(Yj&!(aD*OA6C} zU#mda%cPuD!Qgn8rJSMd!1hiX^qm&>uzm&J|CyE9v1SrY+(H9Wu1K8zZNcuLrdkveT({c*ru_-Bc_19m7O1;DP z1*90-rmtRjX1y7LZ}ny9suPrTo3*3XOtWHJ%8AUJ;k5j1|Fvh>%?sl={Me33ec30s z0dSzge}Al{N8Fg?OSyix+_6h-Om>{&qN0=aMUNbL@quQ}6@rPtM$E^O&f?>zcIZzeHhQb& zqZ6ECZg>jP2m2o}xa)D-)*nGEkr5!sT;?PxNoP%rsML@$F=_*pu?^q7b1nQ$AB>?T z=ZP8h1~nsYBqK@G-}FsEg5(@MLh6|KuDe=RqgDlsC1;t)2r~$`!IF2FetO$+zIhrH zpBDQdce{3-CDfBO(j;f7V;JIq*Xig9$3UBUtudVi5XqTri}i&!{_4Mb?~oFu}%=n?gX{ zj8fzov5VoTy#I{-5*8T~snPIrG%SpMk~c&7+I7L$D;fqbv9xr#Ftqt$>rB}0yQ@-| zFs=>Ml_Mdr1{oVDDov0l&lb3 zm*2!m)_yipfz#t&o&J1bKlOeI>b-vc-9zGCFxc{oQ=WsQl+WC_8GZrZ8B?@Z`YR%g z(aV&D-5cHZG>fVp_LmMyR+`6$kY?_qJye3O-;#W|{`GM1)vmnh-NeP%clAp{-SJ(0 zY%8tcsA2IDrIbDA)Yf?3RBtDqO-^}UE{Gm^(#`gsw}P0a`oc{W*_#X6*|vDyY1=Xv zZS9CzB6pyN4uzfXu4E%RTKI*Xjew(RzJnVAH8Dp-y>{?E)n{7jA-!H4a;8sb9bdVs$m>$s3~Uqkt0-Sw870ZFbOdWN1|%(?lM6Cr{c=^WYnJ4V z#qDyX`uxB(;nClx?zNI=YiRldtQp}pyh6XNspKGtcTsw6Gd5^M6dXnNp}8ShHPLp{ zlU(JQ{f^_ssDWJa(r_O@MY1>bPQC|YJsQp{&}yqZnP<$7DwQqDiTAP$Q$f2)a)rhW zFiAIwwpy+Xf0?8Sm@oDY7zO;gjKYxqW?;%BU4hJG;wDa}|wa z>=^5v3^Y_%1zRKYI57E7nfm(a_xc5}bJVB^lEkvU;*)`&{3f?A>=2hDjIHeU;~Zmz z3C~Xx(<#0mZh5Gw|JW8(5;^gUKk;5yS^B7TJ=Y+&r8jWL3Mc22L$Kt9cAc~FDxu*r znUq%M^``=ZJ{pw}uHS4~8*5lzx0gHJH@2DaJYQO6sS|#rzaCkPgZmucz)S7tdg9*m z>|*Z1SId`K@}a+B9#m<`;~b0z_gm=Fy1!f1DRJR~H%dY-kqIkCz|iAYSWL<*8I#v3 zrwu2Rt(e-`;HDS^<>>3oot3ukUNfZW*QxHYo4;e})-ZSWtbaGD@`^1{;QIBU_05jw<^$KB5SE-iRAOsoeesZ%*8G-1?|tR9X?Id2?38A={aFUy z&p7}d+AQ!0bmG(t{8}ZXV!74#(PGG0J;~bduTX-f>CPn#Mg8L7^!~J&ex~5H+Go}% zTvyS%PKp*ywtsi^2*kh^%x9YKf(LA}(zYl+%cZ#E@UtYb=3;^zQ}e$ZlTLmlzg=wX zwU!S}b_~o8^l#JbsRuo8kpu=gpAXzM=%-MFND?lKC+++B8?f)>)bZ;#j6~X+b}vRX z;@t;Ees?3_C^{br(lv(T;IGo<81OC?G!?~giqzQmi~hDG35%5h@j;@dx7iyNIu8%L zPPKqRvXQUtdzHY8m25WpYFmmBc99Zhybyd-K}FaJTqxr^aq>sNEr2+d)3G#d`bBzx z^#J8XuKAWj6`{ODH8D#2lkFN&Ot9Uhj7NY04%}h)2pDGpUx_Zg zW$b==c)URIjTTp~8yu?9Kj)*SMIn~=TcRF9B zNOT&mJ>fB?$FlEh*W&P*;~6R6YwwLHxwY1Ik6l84!+T^saOVio3=LZP`0ls7Nei=# zqGK0{^{)#CY)@0_F!ZrrMLd2bK}FPxr1sa=AE0=m9nBqe?NMFNpXaknDIH@X>ZIoq zxS~0yw(szq7W8_Rcz~qZLLOH5pYQJUI5#B|M+v3Rbv^Hhm~xd9VRiw zq`f}fTTlKp*sL?J(0HMkC?uWKD&x_dUwBBoIdCA$fqhppzEur-lMR*XXvyJ#SLnjl zBuHD1C9N&gKPfUtVo3}rIk*8q{dnyp8CL* z6x!0M(Tq{o)>BI3{zc%RP$W3|Mmkp~(AMF<9x1xQm39tli^JkAtGfy0>Z}*mbxP%(4rM0kQ`U440!A2t< z>}!|u2ARsN4>J@sUu+tPN8b?B9k6>(hgoy2w2-tVh;1BJa(}}b z!@Hz=1cJtnv{w%q%03JSr?QsNOgMS&>>e+@|2knKfm>}|)w}iADeZ-tNIysuHpB<8uXVemM&sR#!h`gB)I=l*LhO zrN4QfQPPm_?ZD7G!iL(e>V56YVve`8@xTBE?+U?Z(0KD9$H~Xkb$N1E-WGcu*_?SB zMAcnKL)hF4tQ(XUWn8Vd-#yEf3n*4ZQpzT6O}#DYZMb@%JQXS^)0YKfg}QjeS<)s@ zmpyDml6~9ZJ@PF%Z`l}+R{RcONUFpt0Q)S+prC8GNgk`)@gjq=cjZ9H&OSEjZy4H? zs84fe#Rg{wWIs^kHo0AAo!ra?@t0ULp1rapKv6s3*z-m^YLzR~*_&*UBd*E^(AVJC z-1-d|0wi@0;9PB<>kE540Du3@Dz11HRu%v1qEjnGAEIA?SyGZ?RGNb z6+?B~loFagjZ#NLTi5$~Y3l?etsE3f#X=JfY!kLx6I<#`cSgP)bOTUy-Wq+(0fGeLBJ~&Hcdw`VOgl zN$Au?HGTPuNirVz+cYaXw2F)?7*sDmv=^WGwW{W{>K?{b)+1i71S zS7o*fQW^!lQ>iws!1SkXiF4jKNnS{xRGWn;LbztgN7gaaaoKl~MSKo;^(*-W*j3aG zc5L$+a%<6;qZ`K&LL?`D=vQnH|2PmcORID{-qomV{zx+}Kz>8_BR|W&E*A?_1+a(6 z<6u?nq~4d_rwK?{Z>)YwMOPj+YYr~8#Mnf5PG!-q+Y=>X+KqlO>Qe*zfdE9WUxoM( zoKkgjJNB+e^b)F4WzmiRE2!PNrycuFYqlNVqk6cfnNiuQ-myBr zAYbnl_Bes?ik@1)Zz%7$>^U2%k){NHxp9Nj zrR?T5t0L~kafrTQcoBcF3uVkNd&1xG(k~f6_^mrHnc1&u+4^Lr3zy!P749(@S{+Tu zanR%ScpP4Eokky`p342KzT=*$J$#q{2voNlvedO32EcZ@as*@`zQVUc(zXGO%-r@G z>+HfAexeW4H|HyN@)?YfBqkwzB-n(Hp7g*N88WU|mxu2>vNwEk7d9rR>gNTW@mahb zgv5Klppa0(B3Scv)KkFeJBi0Oq{1O`*b`)!;1bBtTK^V@on|?z3-vz%ANP^Io~8|1 z6V2;#2w!`%qS?eNn7q;+#`(i(rnSI%vK_^5?54k0P-L&6+(jP|ob~5kbe`oK^2hJU z$I@P2=%g1H`q4socPvoHJn(KN#?)42CVuPiVvr%zNM0z>rd>dk2=2h5RcdI+1BteW zS7%;(hW&Z*yIdDYe5Nqkxv#O#G;PDX#&i4Dk*z$Z<=gbj-wd%$V;c6N=MoIsAILNs zr;bPpqNqivyHshNv8Uqo{EJ$nYw6-NY?4%3S~kP?XrixTmloTn)$jK{ozn^`8F;Jm zXsD;!*l(78K{KT}=N=Gr+}G~o=G$V(lq#~s8MKfFP<3kF?TPBWy%$RCFDt4Fcn13` zhN&C=S-hi8mh7L=ao38RPYg#sn5fGa7v=7%HBm&nuMMfj%!E{J8kISwNUS}Eb>-b= zh>;3#%kqx)<$5zE$b&&0I<}W2#aIWv;%Y6{VFcNc=S|J&m!Qh>2RV;Pi{&*|HOjI+Nr)yXCrAZL z{(Oe46s*C1ItJ?9alXZ_shT-r#@L!^Y%)t^FAY}`4dm+s{#1-bywO&yGhHRByoXQ- z7@*I|ZFIcq2ybPv$C&BTwxB?JXMoVT+j*mb>m_g=ap3koHIk5*f$qm_T{I06vsjY) zpJ#i>RyWb>$)7p3qlsbLIa^#2NkKY-_1lzEeQH?5(S~}6>&P{e5qosO=Z%yjtp-u3 zg8pc?{FnAn?{a9`24^N)Yf72RxBT;0XF>?YW#vGwa{q~EDSJ6(iHMspUIpOvZb>vJEiEc4uF zIXe;t3f*GLal=owbKQA1LM_*awV4Q6A6TZzsiXqM+ZfmRKQC48@4a-VnjpLzf`)D! zT21}jf8ExX3l3>OPV@B@h`i#V8%>8zpk7xb!Jha&oW*jfx{6`yoAK!p`gjk5`!^AJ zA*r#uZmc_IS;m0`QO=BC?^KA-=M9Y7-_N=ZvK&wDx!D}hyzc_;mAr;#xV}oB9e}m$ z8}#Ds^dym~gdTy}rVM#KahJ*x0^-;pyA-N|IkKVl@UJLc7CsNO1aB+U-yRS_x3E3G zJTu|^_B!;cEwrG_`RvPD+rlffgg)Jto0)6fAjQ&kncGQZ>iAVqol3Cb!{S#oStA1( zYLnYJ6?I;-BMr9@ns)}Jj)`645WT#$E2)#7QqB4M?DLlU;0m_sT$&3t?naCA1RdfV z!arEZFCGDuk$dDD8HoEWs@e;|4{w#e#wXpEJ}{EINx;@8$9fn~FYypRxI)fXb7a-J z9Ed^%OJ@9d!pJV0p|v99SYO^g2=-srt>Qv>sLezx-_Q!ACfJT>dnd%yTCpP2NIbM( z&}M8a;EhD_j`4COS}e{$XyZ_n`Da>0ikzzJm!h(r<*lxmR^O>h-v2r~?V_q@h;0dr%8ATaSx#GFLB*9ni&r0H9LzT@DHiddOZl_nv(C@KMH8@b&BDbxc@ zmQb#05DB-EAB0ni^(-o-@bx@C0>Vy3L!OEmLRYA5Bl1z^#U;yu<$9We+~xNvABn<% zq*Mz_5bpp+B-U^$bVfvi8i)8+V`a6vysQA~-qS3f?8vw+^Xr>GrugS`=ZQHXwhog? z{^}JqU70_^j-38MZ}t1K0>KSI0vbkUCtuI-@A86*BC#9gT2Hs_x-r^NV7uI(vj`sm zkKs$V`&=$zkVh)Z68zLIIKf7ty~t!MP`Xrv=p^^8G2Ox*TKxSR5B&|_^cB!adD?p0 z+a3MWS7r9wnwER7DD3UJq)>xWJ1ctmM1 zc?wk$4L8=Lyey8e*%=I0bV#8HU11p%(!;b$z-`XpZ9Xg0Y+`T|PS!Z5Z2D@LG0S`T ziH_Fi9dRJa0TxwbMO{1aFqhQ+Z0?|y|1?tx51R8+aJU0IG9>ZCh z^ehXfKJLQ)t0I#Ah4NR1#5q^ag$8{*mo~=pg!d!AxNhwUeUMHHBJcPd{JKhacR5cf z*AFUld@vU38-S?!($j`;^*xt$EAMwxODCfmvhDhq%PYDZ{gk|_mLI0-g%a1n30}2x z`7i1W4A0+nW>fKvSC0DbvV^>Wf`Cqu0zW2-jI)cECCP2Rdeo~C0aTl!_OA9+joxhfBi1O;or z56$PyM|@P^s>8Aw^bqZm`b>#y$-AH(nmU`8D^L?~bu|_%Y@5P)u&I$u6r5OAWOZ3J zrlVM`z!$}*+1l3fEv_VU+LBOb3Y@$DEsw3rNyAaVm}@pacnhriyjnoy{{ZGd8NZXg z+d0Pv@~B}6ZKtpAvfDTjj#!`NM=&Valr^nf+W2NoD#`;rv|b^a*5>ID88(9XB#?T0 zeQC#1mvgau=>GuW9gZ|-lH+K^E5i@=jee@k-p@$+cF~N{OHgDN~FGRth>@0~!-?Dhxrt}f#C z)?+xBDR7~N8#(-aYkE|aPCQm6Nm%5r=DN1g1h_!b9#|i`dz^aLB4)W+8MnUYZ{9l| zK|O2G8u7Iog_7nNqqkh z&)W~;;oMb+#0`I^{e`aU%@36<0hpN?lLTj_XKhW>x+ulxAW4@2fgl`Jt2pJ7X$Xe4xeMoE(cp};3StLkrrddlejCb7Sk5h7ac z0Z7~&pKn_EUo02p2O#$q>%IWi;!hFTEx|5}Du9HL2RyO%6&01@Z-$pF&*{tI2DkqJ z2=DCSrP!^y%j3TgXzi+MlEy$5ac%v?UZFyfg&hky>P>c9b>;2cHl7lXQhSEf51Fao zJZfGjM-T0TpAr0Iyred~?FUe^T#(cQfMaq9YlUUA!&64g|ke)Dhf_*ux4M;S1epzVU!3QbS{{W4BG4a~`BKE-tqYrBN!W}l^Z7O@suOeH%);Z+ypVGd9oYa-i6A?$*&BU*2 zZYH>b#wcc)VFj?J+0aO9ho|qN=N&d(m1oaI&{s}Me`@#M*(G$bIBz-)anCFBE z;YN_UZy7j~X&L9Q75vovJ=A9K_m6b_a?($->Q+}#$!T&31{pK*INgzueMNrP{1pAR zuI_#x9|-(Szt!|TQbh@8;)_dhJ+pJt;t}&9BO`i(r#Zsc4q?pFNnIOZX||hA%>4tm z_#32nAHf=onqvv?=iF|lQL*khC42Q9G1I?V`G)@hQt<_)w!dMe>9C|XaJ+Iyy)!8Q z;ezwX1misW*Fz`8O?$*Grly&#%i=vUbGp^zxk(aL1J{njzA;VF^n33W{BgMc+Pl86 zw~ZCuZDT_#;d6jnf!G{ZnHyhIxhY!GcRobce`Nmv9qQUuwe|J>p1Nh!IF0<$@p?FQ3!eeM3pzn^H=D%KiZ++np5BPIYxsH45 z-BDu+AKGs+BO7t@s2~D5=dZ1PR{T_w>PWBTN#wY1JiLta10V;v9ZhdWwB+r53~E!1 zb+PlL`hB&O@tJ3e==!KQ2h-lWPlq}Nm*O80_?T*1$T3x%A95|zYgNMA;-HMPktui2CtrR0@jL!W&1;=LtJ$sBH?jE{TP<(Y0S z2b}h{nfZix3!eOX{VSQC>KUUp(4Q~LRd-^;bMcH|40f(Db^FVUO^90PftE)?b|3a} z+NaZ+<~w;j$(AN}EUfBOlkc9ia#%U;H&@h_MJ)s`9N%}%kOmxd$G&UNE@Qc$#B;it zZf0i0#epL@`tx1pt77shGfN`M!{v=~P>^%jcdTfkme%k`Da5QZk0hQ?YSJws&r_lB z{l&UjyGwM-G;BjI)@DwR`^nDkPDuLE2?}D0AtN->{(FGng%+f(DV)4Y31)!?_hw z<5LnLXr)rN&AKE}fDTSr`_-JTSKP0vTirn%k*u*KN_T8!1Pl%UKDEtE%+uSbLL*U< z$ASlX*_wG8*U7lJl6PWRcbw#&`Sh-KR+bya-R6kF0bCs8o`6-v#%&Tb(MpVjs}f46 zW&_`kYUL(nSt6H7vHlvhT6#&2?6dZqzQMUD-#tDM*%OSXIjDNDe_2f>l&33{V)WZs&@iL)d4=#okMTl`zXl0V^KYvgSi=lfRfyhcWnIdI{!4+6gJ__=eS zXy3Gt#l1Fb2rs0c$2!f%;GS6|>Nh#h`RYx4d*WzpE;YF?^yG@(5=fF0{0G*tjPCY2 zr$?4MoZ4MVu;6dPwoXq6+OC`EfsMt_mO$h(p1)eox-PJ(U`x6Cq;R6DMv}NKg#+Dl zS7Q|>j*@L^=H}aEY!m<#;Bw>Eux_p=o<;Lqx*_SD0zH1T&C)DHApyGq!Ki*_W4&;5 zj!g*zn|q9NxrxEb<0lm|IAmf7AP#V8f(co{$}*G52c=z0c@E{?h@fyv=QPu?B@*T~ zBkw5~$7;E!Y6nl%MA75q7%iUFT16y)>$g2PsFn~)V;TPLI*M-F0qlMe@wTO)YPTAN zypJIA#!xqG*VsP{d}*rqzv51xr)d`7ZPhMj1(6#8A;to;e+m+E#B+g;_4)N_FOxak zjG11?p|8F_VGT=8kM@$)?C+zFX|8NGLh^qO4&#rn0=ThpQKsa#Jxm1MO0kTdhwQ(? zAA|ZQg*+6Ro!p;q@r2M1I{xDYt>ecQ@UAfwOOu5M+>%afKd-UsNP@SO?|0dP4&3?Fibofzc;qTeD+Gs4} zS?n!^qN@>>!j48e@m`K25UI*BM=lo+?G&XW@P5f8v++#UmnZ`ABvaI5p|7RO z+1xy>w_q~vJ$U0B`Wo?X8|m$7@eoXrD(_;r3)O+|UZtUKUk}8uhXy4Mq~P@F^{$$Z z=^WT-a@1)0N8xA1ZENBG0E%;`m(+9%;uBNT*yTw6^k5&BPkw}OYxZx!9tyPa&%xgg zc+10nAho*Fr-S#Q{FC|FZ!y~Q=vbQS1fv>=O2nUyLU{@0-%*P$Q>-1yxHu&=g z!_ODpcqhc#m)QIht`jOVsWI5!U;!aN!jb?HhfJy-GQ|0~ib?8r&!3mwJ-7CZ@Nb5^ z6Y%YIyQw6-*6*Kc8RRM)pW;*;U<&-^xt7xVUX~lC#zQl{LBQ$X+ludCXsJVmGJ z#%cD%?+_kZs8TV{8O3>J#igyi!xlJIZMszgp)nE}76QZqP>Lu-@Fb#sT_MzN5B=M0(Za5*E8f zAx7<`a=zHET5WdfYuRMnRd$EIq#&hc7# z?d7ihxY>iZ9dqgFO(QA2LV06~=Q6qzi~>eOdSlYL>zU`0@SAliigU@pY*pL#Nv>oH z93cUY;yI`;ZY_i=ktP5cV#BHWRir_UJ7xs|7)hU-CxKGwq{n*lgbYMXFnvhHS7KX$ zMho>l4R7f-N$1}A+!asVuXbbDRkxs$yE4@pJ4MdJkaDB2_pfO1JkmFWCEW0?E=U7t z>9IYl$DO0|SSXPXJCLUX{A<>H9IQMj`*-8*2e7-bzvDQ&{{V)$_^T}PO(M6B zb;VHUEwpNvSOYz=UK@U>WmwefZtmDView6nDg8JOoM9X$n7B~rpQ z4YiL9M_ku+;?FMP(ltodGXWcz4x=1boil?u<7pYgW35tmM>Sa5M3BQ1+99Au6v3FTf8Z&BYp>Y~TJ9e^cNh#BLOScq)lNIA^}l3-j%<;NM|;1T@luaHt?1Qm}5<|jBc zY6N(nY=i~sd8j1BaW)vdS^l&da_BS6SivCYo-%9G{uB6@Qt;=+tv^xIT3Fol zY|_re?Gd0EEX1Aw?^SR0T|!Bk(n*VkL&OQ5PfVQkuh0+JE8&f>_@xiT-FHrkY4o-S zMUH5&ACbqhB`j z<=Spcm=N?h=v%q3WcahBMXdZE)Zy}Bl2Hk8jnX_1z4=$tY(?jQB9O+L56>cug1vqD zuOIPcyfFADP$kkSOe|R&ka)&1UpXqya^`1t8l~lK+8@qW#a$K)Ux~L0(TM!3leM>S za&yH&r6T=}n|azs;y~k`)#<;q4XwBQEnC}rSjxt`q$~$U+<31WvX*FV6iJY{`@8Zh z>1n=bBaWg`s?S5w?siOLF-YmjQq7T{>t4^{yGt4MIMVJ`wTfo>go7$ZI&tq`Jm|N; z>PzMn05=K-ee3BT4Mv)_nWKJ^elErk$$3 zop#!tmBiMXzLv{1i=1T2hjNhF&pk2d$2qUCe1Cs^ufrAOJ|42x^#1@BY1Y>oHPrUy zZNZ08TxwE;y-YE57U=xk@tj(IRN2EDG=t0`$=-zVw2xZz?+|Edr+7C{ zo>-)5v6+b+Ix!naKDo&JE9+fvMfgkL99z4X_{rr$1UB*XjOxL?K+lm zoB@n;n)wICK0DJqN8<~)bX^^MJEF1};^~tY7pEjBvTT62W*`vRk z>~rdG9lTqLq#rMAjt^gYuWbZp5?m~9fy%OwIX$ub>zQk>vg(%dqatv3q3SZeo|Ts_ zp(N<8ml#7aI~zQ9?OhzYk<6@YYI=Q__KA-P1p7cZ$OLxJJx}RTX))MoS`5>ZB2Lfc zq>&OFG30`Kao(^V>@C#mD#s%qnMnla{oMZmGgi{xd;LH6DRAUDW#b@z0Gvi%V*4@NPu|#gQNhpSSrSCn z(?+ro>~cZI(6}7axehIAQ+qRUXk1D;lq#GS;~a`D^yd2{!+T{1%g4*tlkZNmk(I7z zbq&TwIud=mR64e%^4g>^$Rb6-AqGE6WVDLZ>5@ftvQe2CPTIvK+Vkd>-HI zty5&9(!MV>^q;j?#VCX^*lCvjHrJLbbZz2UA5pj^&#Mr?`)3`i!1tRO<;wYT0&>mB z9k~_lzZm>-^8VGo6_V=C$>kn5*5YQ4JT}<18<>|K_*Lh=E5UUwLMxzdLIjMjIpqE| z%#%#?oR===C#~GH)^ie3M2(Cd`0HG%4U+t&odC%oR>kYbb#aU+i3iKH^!2J@2_=UR zgS(~=L*BMX;hS=07iHhNH3uV%^%ZF?-Z*y)REpW2Zv;{k65mRxE=i2RZbu z-A72Y{?niAmq=rZFQ3eQcW3Tn`@nt_IUtNKu5tiG8a84}WMnUYYSp({ZY`ydBP1%v z4U7tGu)xtqEnzQ#v~J@B{{Wt~y%(2hZtl?uHpURH;kR}<yEX!mgalMJGz{xZs2yPrhyZAaTB7hM#GQ~(x{nTlV~WC_=RpH zjFSM$eR>W(M_TW%wG(R)F-WU;4hB%<3}E%|T%U$v66);ou@NZ&k0-IMO=nTDf?1`^ zmlrJAg*%c5ziP@_v#yI#rrFYX8rD5u;vJQ(`^g=tlzpaUY;00}`e%`v{nhwsVd1?y zz*-{sP6-fc_Ry}#ar@ZHBmfFzWV*2zAtOK zM~-duJG-*+*@FbJ1CUn>f!D94dD(>-NnJgUUn#`JJ3goFhMD3bno5tgtk&}&8+UCh z{{YwHrEwn-HA$oRajRZO9n;4GmI$YoP(EYpTrQig+}+zrcMK12Zg%-<%12N$o-k{x z@wDoG3TlDzE1M?3Cp(VQ(AR+#sp*wDWY1gxOqB$;+);7IV zc^!UIck~$cuh72)_@7Vk$A{waZROf&Ixdf3FYab{A>>HI4=iKvGq4I5-`c&Zl_wa- zm7Z-#r%|?kRcihp)Vw3{3smsdyKVMecTBo_YuFLD2<1bD0fz*41a$_zd*SY)@ahob zeCk18FQMtv-n`Sr{v*^pb@6A!UNY3tZErPe=DKTi=@C2y{{Vo17vCB0T?d7)Z#4VJ zrig;-*fb$uRiW%c)=JL z0YLnF*BqmFYY~l`a!DT>{?Su39~jPyaMuN(gZ&{LNCHPEJReP>zFWJ#`#q#_#RP34 z$Ow>fS%KhJu6XZKmj3|7qVDm<#PTQ2E68Ly!Ny7C@m?``ZRcCc@XZ`pak@29tQ-1@ z^y#~!$(pf=dvz1t&c8Y-%Y{8gJv}~^%%%LN%-!Y=04z@iy1UybuRK2UTOnJU6S`Bo zCF3WS{{VouUuxto;%HxVj*l4}jooj3v`$?u@fU>4CCIsuKw)Z$R)UEQgeg}kJtLwbKYmvBh!CZRR znNK`o6-m{Vl}H>OzJ{in(5jasdD2Zihn$GS;1n3F3x+8#%u3{ZgRkdW5!qZ%W9Ffa zLp~%&Cn&zB(zW#1po3FH^2E}8(=+3d><>z`>}Sh&V;@e_@2_qZW3jt20hVDI8T?Nl zopz}lb`q>s=)ed_1b}eOjIlj84nX#;l<@?xK#?>`VT&xtcvt7YuhO}_Pg@s6tSFJh z{E!9-Ip`{Rn>u4oFk77U^`Kkl*&~4e05RO*iO+I-Rb_RIq7#w_I2ko^;^D+3lo%`W z{J`^BAm>obfr|y(#}%T~=BdhP*|3S5d|(WH*2p~9uXr9PWblm4_m8{nO`nwi0Chd9 z#@2B$Jm*Q|Ifx_Dl3^9ZrSgoVi&`M_Sa>c1J-f5TgRTtD6M{=P@Q{7tUw$r@&iF;!5Q5kkRMTg9Hm;DYPM~x5i4>lIL4oD45ema zjDz=2@}Vu_iV|I&8MsiVX|1b9iYQEJ61O>gjmo3B{{RXb5{1rZ?9j&?jti`;PQ`Kj zHIX!5x|E?o8yuYaSEEOz3F2wUARm=Uzy`Tb5!$_sGAvO^9AGZzao2ZEv?*MfQ?k(I z&Z^cHEoo%CCM20=>PAOFR`los>F=%Gz+{D3VV{!6(0cy>_3IjV3{!4(C!@0w+ZEO5 z*Y;-jNjESv>GtyZk8H<>amdfMd8>LOC~v9gUK6pnw9(defc>Uv46>G1J<;zu^t<#E*#j zrO(5^4QP61sitaZ(dsfwXZyQoO6@Ms{5%|i+=0@$D$2_2^f2`G(EUXHpZ+0P_^aTK zk!h<46YWHy>~oBQJ@~Iv@z#&3-+VWVMuO%zE^Za$^W6wgg!T35-myLpd=#?qmxr{C z14=D%Z>J*3cYiqfnnF4bpm*t3ekXXXG~e1k!hRiVqSm)XqnN217E_NLj$f)UZ*wP&CIkpIUF9RvuL{H zJ|6g8;;U;bsgqdMFCx>f2$%j{6+GuaJ8pfT`zWt8mr;s)xh9r)$`U~YVVDl4yo%$+ zl1<{BMhBVy0OR4aF7xwXZ8;q}aYg36Yc;Tq5=&)H7s?0b$o2H~ry4Btt5#Bx)aw!3 zTnVIBU7#t4<-t7ge_HXqV)bpBMhLAqav8ULq@KK2L8)se{t>%9_p_{szFHi8==z1v zPywzNRg&II5~a(?PV65_>ZcQmqcnUv7g6yovdMEDrM26OIoeWoD3pZUeStNFs9H&+ zc%tsdQnm{ofbwvDn4u42K^={&>}QTM-9Y)O z<-Me2qZKC#TP$%@toB4Ud8;k3lkStqt+{8lX%}p`+@P{-;Bm+lHfVJrjU^%Z<*1R30 z_;W&w?b?XGX&?;E_C|^z;Bo*w_xx)KS5bC4eru6Q+z_+oO$ zKj|b5#Ah24tjj{D#=<}0t$r|aNBmd%_fPu^UDuPy=uBD55Zk_k73$v`*Zwm1;{f&e zgRhVLt6kTX*rXHcaIMREa4E#HV>lg6CTSkWQv?p$6EHv&znPW<6X-qZ@qMkXJiLWm zWb7Fu+O;>qso5~LmfaM%NZ~9L?O)=rS zqqI*Uj@D^3=;Vz=f@CbnSLOjvB>Gl*$1D^1OO;0806O;>uUhdmz8dfZ7rIT$oBse1 z>{M8yaLFDS)GL$pT>WarC`0*?L1CWu}_s-sUv^)+rT;cKHLjpZy$ zi~>s%KDACwcIhpog5FQF+O`>#b#v%R>?@diiDXhzK&_1J+kwS87aQ~Z45tbF;w_pdoSW8%LE|a!yf@*e3f9)pM~mB);Ea>RYTde=d)Mrb!r$4`!v6paycKt0 zqiJ^fCY-7ZkTWa%gR34%C%Lbp{59d7KSa=N5<5$KW<~p`parf+;y;RRt@P=%9U*t! z&Vgl+42YvWSp5cgubZujomZ>S?x$I~dpauKXU;nJ#hpLFx_66hbhvIl&8H%Hmm6>$ z+c;eJBdNzu_4(ED!^X13^;5nUYGkod`Zx>ZBp;S8hC;1 zESODoa<94Nn2(!wIOiktHTmVN>c8-jYu6gKvn-|zm4ehteq|isp1^u{uB;{>t39km zN_45(JF`3DCyljF6Y5Q;ODn${dWDFZM1zy;MS3N79lyZPcSeFR1w?M zV!scytwkic*pYd0t7S7LLVH*0{{ZY*x}S)@X9=c?c^XSHZKI8wlB0rum2_k2rAb?% z$Cu(|Qnb0BLy!HVVz-~-P3W@`lL`gMzz3c=?s3|_IJmtw+AZv)g;a^y@xcS0Ywr)* z6T?67j`&V%>$%oTnUEc%bGvsu9{%@ zZi}9|&0e~dZLMOF(nD|4B$0#H1XrnKeAW7t@9$WoP~eDEf1G<(BT6n@%;IG#G25X2 zbtTmBi-!nCBsqwd>+9OHCb%w1QyMCCP1xLh1zOO?O+AH?z-bQw8F@W3?^UCbGe8;Pj1!P+RJbDhnjSV#k+5l z$QU^4efh4Q`@?e^dF6)PVU1sEhj17ib@%#L6L$n!e%PMkNj9$HMjz&YI;zQ zvyF}e#`->$Y2s^!(Ar}W1kG(I7>T--R_+CGMpiKi+_6k>xd(15yVkBExVxCe9G+4$ zZD%`}=LWcGp)GOcebPwa9!IrxLt~1f_p~+it6S|(F%&lEf=>K#&q8b2JU8Ht8ro>@ zd_{L42%Dd9`E#F2t)f|4>6#tA!@A2efJ!L?9`%`js9oG#$s~;;#;jUDn?EmX)>Ccl zc2k656yB%2uf(qmczVulGQuVDW7=ZC#^MJ#KK1jb#1D!0ek9alSl)Q;m5#{wXK4EM zKU(K?D}@g7jnDGqIofkvRI$x*bn~{2o40@imO&735JI27H1S`%*ABKG^(5?O_>(<^Gi%+y=w+oPDMDkPr+^~}&l{c1%3}hvaZhtvb>|J46t{14b1O_5XLc;*k5lS>=vfgX z5#!Cz;fl6xBW_d`4saNs(z9i@Xaf_L8NkPCq=|R6*=2S#Wp^*R#wp?^A!CX`7Vp02 zrYkgLl2{ReT6WKw*>`OK0h7{!Mck4t(KKT|V;_}B&+@Ae6Sd?*NgE6X3g8U-Qpp;_ zbiaMv9mIp%9je@NL<0#iGOinG>}Y0+DUxa0ecrX=s|^oKiKe~0xLBiIx%Jzcs&LPl1W!Uy9d%5cRkR_H}?UX$vwE zrSf-5J#a<={{R~O*qc_;JQLwKqSNixZBj)zF{Vt6N2WLx;O15NvZYip?A5@_^ZWNTIYywZl${`1hX`ZUGf;7ao3aDxI6uQquU!S&nu6XGDh9L zxvo0@08)~9qK{(^avvWrA3`sPLx)~Nvm9fd~*A@Fc{{RH_8cPIU?JWO9ygGP>0?1}U7k-t5>&Lpb(IDnYZT?yANjxlDxW;%Sn(dt97~QkPr%F{N%N2HcuY)`redE6y z!>3xsc_qH^WReJrmGn?OPruf_>hS06;o(gePlE4MgGh*!++%h7PQ#Esc^Lifq=CS% zpfq2Bz8Uy2@VT`MJGpebrC`n{lW?0OEfHgqThyP!iuuptFT~63e)Ib)OrF}$Pf~p1 zgUT*HyMf!O_pdH^nO2v%vF_2p)5FufOz9DK}Ah5U6{NZnH8U>l+QmY}(a{i##n_nQ*C0uH$6lyfSmYs*9T$!|pF`|wqe(6I6tNO&%S1zes9r~5BuTQ~CMOP=V&44puQI;9o;W9p zW;xFc=cxX5>33I`uXgWsW;TKl#-|x4ze@9se%|8aRBtSKu0~j|AbSD@bkj)Vt9u-* z@U@H!!kB(T$A%0KjlL9=#6~uWbbPvPBaxbDrEDI2=}nnWo1l zgyNCzLpsQ+tCO^xboZ}D(mVxys@lPHQqmT5W`#F^W*hs+L_p`&zWRaGB*x%yYW_~+sK*vC8FUfG{66CsSSNdWwL{cGn- zym^X{Dyt4MIXU+Bu8K`GaAH)cyE3CWjq@MOO9l;&p0wzf%bc{at|T8e?)4|x{Fnri zF;+ZdIKl5#%&#rx?SYYFzy$I2t&RrEr5&P46e2>zg(rY9Ua{cW$ndO+Sy+pLGmrLG zyoqFKA`6JZ75lww)ch3_9|_C*vft?^oPV&C0yKUyg-_bY;{=PGx5N#6V;#S>uIs~Y z!LU-9})w zNoBZZ0wn__$v6WZze@c&{f>SMzkwEC9QdzD{{V`L>MUA8B5pQt{{VT1_lf>P(z)?9 z<4z6rJ8&2|*Q%F8^q1i0gEXIm-vu;HA4`d$oo!=^FaR&W>+j$5sy`FHDcSf_!Z-K# zH#X~dq5jZbK%`)FQJ%j_rMowIqYgobDg!z>mAr?|+ScM|^Df)u?#a z#y4@=TwYD4ETqDY-+hl<{{W467<@G9&g}Y3MM`*h^F7T!i~j%@z;a^c-DP7$)#H~B2SVLt|M+$mp9qA40Y8tY`dUit|cviqI^{SGVxV&US%LHrk z?QD)cYv?IbP*z9H;xRI-E3$c(b8nTmc9G8ti=N(trB#JXve`wMZsp^7J3@Es_*MDu zZsf7Bw1kUcZwnx07!vPdNpDlmK9$vYA4r047Fs3bjc*(gG{#V)8%LohgPPJ#%H|Z| z%_|N3Q0&g|yCc=)IB7fjVH>|wOyPtxr6Y0$VTWR$L6c2oCyumjMa zTKhXd@ST@|f8d^;35ND)q10|-8jbtLa%FjcdC%sf@UJfsC&{kupFx16y{qNujuXco z6x3z-adoLWhju`7w`nBy`q#i3wT0%HtzJniGKl85EF27+9>n`s+deP&g>iM^n6$_o zP93?}#GXHg9)`TYy`G_J?RyonscbQBtPfm{_~}=Nl%TaM7eW=DnjSUbF9%=v=UR#j zSXDImw;2crbenpBPZj!M;2YTf9ry~`-baOH7G6?YzzZTVUBLU`9Q&I27sI;acv9h| z(P6TZ6(tS5(lJ85i-Iwpgyyz2&xqRW)-kkJnr@joa7+`thE;BZ1ZUehsKj$scIZwT zlxQpUJs0AS#ij8rggSJ0cOPW6BwO1&{{SveRx8Ut>PrtiFv2og5SG})H0UG%ku{H?nip#tYDe1;g&}~H2kw1F$18-deV(3!C2(P z)tuydcZYPj9(SJTg8?AMq~|0K!#}NhOqvz9_CnrXUkf7XpD(L1?fCoGDdFpTrnXy@ zvsAYXS98R6t~n?2t*f!BNqID%Xo4Gc8&%kW+m62V5_e}rB9wJG&1K##E?vfOOMU$0 z3=9E*+}D&|+}_&3Grq-(3@}a!&Ob`;FLfATwsn^5vyy&L+ru}h#d-FtsYD^1L`1=d z%t~kG?gt!Jw9`22w0VA^BQy=ffHYZ^wes7~bb>-g0@N>-WEaA?c7 zmgjKpex8-kX_71+7;AfZW88#>X)sCl9qX^5!yEG&39Q{)=v zzd!LbmIRCglOqKH9?B~s?c{yiU5Vpz6T#=DYPGx(=?@>-@)b#D*~@du`U+M^ziB>? zVxFz6-D)UW>ruRw3Bn|;l1TQ?PfF*OC2N`76&n+DZ$*W7q=c^{&*-mSQxCF6bw~f21NLAa-*s6=O<|=wr4$-=}RoV|Y z{{TLfBm^#3FSUWnhR15v9L<*P8Wf6EkOh^9IUbm=TJUs?-W8PY82d@b(`wg{M3H2d zBrzNe*RA+8kN8F>`NIDIq@FSU!c?)FpBK*G+P~uH+rJ+WHSkIQ0I;>)copnV72}Z@ zV9axx_g{c+y_w@d>5N3eBaPt`L?x580?UL_eE)a4t?MvmB zPnB|du01MyB-y#x1qY=zglL9uv$6oJ3C`vxJvvsGhje{YU-5;8kEcK`H4C`}P$zGx zC!ijtu}E`rh&C}}*z~UB;h&0P@Q23zA6>b_+eaqJLFg3lYGmIlXx^2a(r4(W!(W4* zANX~r=}Y~WVd6g;OyX&EOQ^#|0PYj}pdRABt?|!@{3Y;z;f#N3llw=+m)6_ZEV(M~ zI*jyDn(}kvlj8pX3~2ZM8iv~G9xakSK>=7Cbo8v5z6E%TU(+>BbHuugy4Il*Ml9^s zY?8ac3I}zs0$%j5Hhq*=vyG{v;qQoEHPq*`mfqr9lYe;aE6*#o>>i(nE5klx6~@V+ z^Hlt~QcZhL#;*@wcxU2G?UnMX7^IpMWo&>{fH>{J72qpyM9c;-Pf&W-vq49fL*}uS zB;*y{Wo8_tL9hrI&(^H{nllsckw)T4#!p{bxxzw$ zkn!`P;{b}-<4WTYZ1SBMq(8&}`AGESab2CJr46o`J>B|6BV%N75Ocu5Bm8R~&J9CQ zm&vuXN&B*f!W{aaYUypf2Q|y1>Jl}<3;{^w*%%+)2hdh?YpK0B%c164h4A-|G3oTL(d~QUHlM71&7K^zw7h_)_FQqv03N`P z<+(kFQ&__LU1wH*hCHRG96}HQ3YinyoW3@La&!$ayF1h2lq>@+i zZ48@;h#kjq{#dR~_V7xg-b;fdT!WL5`PV&p0)3223P$oP6eYOMl@VVo5BSE@7Aiy0>CN$i1=X!`Bq#w9uM$EiHC6 zw7oJ(^}C5~6LgkfmfwJ?eGl`h*ZPEEWK$oVfk{=|mu!#prM zN~4T&=k=}*?8R>}iO1RrVx~oGhWb)U=CYcK9jxB@w(zRPssiPVM;SlVS2%7FR0VG> z&n$NJ_WD$p*Gn|fAl@QC0-){q)ItMsa~v^lR%Y-0Yh}0 zF4pn>zsn9s{7tUw%&poqfAomU#CnSLKa9)&02xp5d4g^y$NnH6`B%HIBUfZ*^AVU2 zYDw7DJ0QP-T3ygEaNRP!yH;R<@>Jv=>(C#6uf1!3t_VYI3(5LZo>w+Y4#+_yvpX&r z1KOltGaSO+a=cOPY;DLK)X@f8a;z84-PMx^=~EU_5I$Jo=OpBsh$N=x_dt?)9^#u; zB#uyExmkj!b>wI1S%rao6O5YGbXntN0hxyx^fd%l&E{rBaTp)n$)=bd>+o0OPPOpI z;theC=4-zVG|FzRpCk^)zXRI8WVDZoI##U~o33d0Ds&6GWp^nyO|#?fk8*zs`~;d3 zEtIQZdyb;M#r>3iGr{5S6kGTw#VHlmlRUd^npOoP+&VDt&r0COVN{noTBF^{vFyNcm(m&4kYq04M$`1b{LOp;C6&aINtmr!kmSEZ*1vE*F8C53 z7koKuiyJ>W#3W?|Uv(4%yFK_E*XAdQ{u1j^>ht}USfroK5qTEMU0rdV>Okis9Cobm zc!=`Zn&wz3Io>Gw>fQ^hrAs&$%(|5ARYl6@+}CSq;ES0W2`>Z7CU)e5<>&pMU#)lA z7lGfy?DG<>l4%QF&A0pXGKN zQ;xVe?Ov;A;6rPqTwRH@`wL}E%W-{ohAtH2V8)Fv-Ab+$^IILegXGB~QVzsZ>&6`@yX{y|_m2WKo z3`+2GpVGL!dfN5~)+Q3eG?THIIpk-I0DES*{{Rqpy5dMyD_gkj-AiHM+&gkJo|TIS zidyGu&Tb1LVYBy6JD%pYg(+@w%CvSY>de+E=2)lml1z=QxlTJAQ|+}Aacmu;oxwt< zY8Bi)GwWQO*Owz+-xDlrDwiM=f-~10>seyet-LVhZY6?u$tBbUAoL)L*~deb)NHsl zBC*Vl@+%-1M_@30Pkj4VH>qm(cQQ`}#8E>74kQnbgZ1fFW{Yl(J;mk2J?B#Uf7Tw^ z9=`R=-`&YQlyb89moemResFz#ja*TL>gZrkG99@jo-^rD%W>t|HrWvqU;#p$ z^`_3t<^w8*8RKZjKH{j!c>e%rARr7*G6pg~8rH`*I_g-C=2P>7<&1Ii=QT&nkx6Wp zjhLK;$p_e)Laz4=9=8f=6%Uy47qfVqmVlL(&?7z zExb1@&c}GhS2^dlX}4CAeVv(hx(ur^?VjY;){3w8XccB2Nm96Bz{h`TZ(vIDENXYM zTj|gCc}qWTZ~*UI4aBBIW_{9pycO(yYoWeomsNRKdAMvSB;vE?gv{nBGD}zndOcA!Uol0&1efmwzozIvO41%dgs{s)2{9& zn%pkTkUNa9=hlYUqZG9k^Dw+|JgD1{IRl{wrfUjWV`&+ja7G5+D4u3wP%E^U+PjJ5 zdQ|XPlQtwfK~tQL2l&-35fgmOsRA_eY>i8dV;JVWXTixdei@!Tugh{r8UEr|4`&NJ z&2MgFL9~@%JqJA3tN1(jej1$s7#AlSTaUPua}=rQYHD92SCY4fHCZIXS&;pBl`;J2qLg(B?m~PktCdyzC|-Jr6Z~n7;cZ;8Q*E~% zvLXJoQC3LUyfLczxcfTu+_Ha-OaA}}uB_p+ZgSiLvLL|x=%S^K6;FmWm3}P9Mc@UM z2mZ}c$KkzUixsuTJ!MbvqKeT)2zTXPiX`<6tN z0S7r9=%S^er)P8RzXJZ%9~3+};Ja-H#2y~D@g!Em{R-jk5oCqH;PAj7PC==4pV|WB z#C|B!wVUq-%VM)yv>N5Ll+i}AxNqIuqbmX=L(qT^C#a%| zd`0m_wI$qM6wyVgmSC-^Ts$GJ6Yl=@Jdn+k_pzS!&glLf)h+FecQ6K(ZVuum9G>T| zy%bX9jANlrwCYOoXH=SYqZEpU-P|*Q0oVa2{_;wof%PZpT9DuBmQc?Ht6UgPQAC>w zK*ueEp7c>!@+NH=wXw0WHMkw|uI%9RHvzgo_h!*@wKHLNA%!Ok62=j)m%trFD6dLm0L z4^+CW5C6Gid%>Hwq>|I(6$=>EYdGHNx4tg19)DKlrLBq!${V9M$Ed2N-OAH^bnLq!w~Zdka`HF%&3EER^_jLMvTwT^r@t4@b@pAJq2e8tcHg+&!n z9N)Y?)4`g^X1JQn5D&^c)Ia+*IlMQlJo2BhCeVkEF+awNDcFaiA7SC0W*8Ng&vpsH kGA4Qd0D)JicvHi=g7|u2C<+QlHv$S$BHf@!qcq%g z-tYVV|G)Q+JH}-U2iv{ZUVE**)_$Hj=QByv)m9_~dv8x}TL*7DNA4g`AJ7^Ckqi?YtibNHH>^9`s*7{~Bk2tJ8l!$;*5{Y4c>yEtG$|6 zfTJI{IlvY*I%)oY-~In?@qhNEO_}5$h=PY>5 z(s+_Q|FvY&c%E4JFCY+JRy9RA!yvR>OWZ51slV3LjBHuNLz0;#PhQE~lZWakWi}^b z^Ymy)y-HvyH-4;s$e7i9Vx>f0s#xv-RjcSVh+|_$So(C|+dO0JG4cPe+oX%`5DU7F zuP-h|++K%?bdU3rM+Om#`YdfEN+-&QM6l7fh5`#84fsj7e&xL87e7cpPxBEN52lMBus9{(LBhM<<4!hA@}Jr|F2^4FM>Cz#r@V3 zcKxSoOk?^?>zzj_8-Gqz4qvtgAA8U=a@`U3C|+m@Y@zj-jje6=S)LNb6VX=; zWpPZ@+4hj)Dqr)Xi(@9~5$HDat)FkdOsmp+sVs~Yf^K+&O+YiI!PBPrT>N1v$D5|^ z8!yvk*72f^H@7zmvZ2T-e$zS|G~4Z{A=+xvtn1q`cF*Vq(d55B68s>8{R6(A9>;r ze~lG*x2uWF`zUCV8ctISIE{UMF0s3>5C?mjG-7_v>~XaecKjt^fHrVO5ImUaOP)Y{ z$lu>;X_7|?gLkPc14tr$^F_S51F-POi@~^)uE9&BkjVA>^J{9d!POw~_~V>cM#*f; zemlp}@M2r&uIMCbEaami%Y{#RTwshZZ<_T%VnfC)1 z9_DBXxQsFML^auN)-M>>cSDm33Mblb^M9|~k1XXsu}(INGo2pYMYwgw%lZpHk5 zsglOBD6DQ_OS@tcB`ENu=kao9WU1%-yLUvqIHy0je>c-My~$%MV{H99>rP4q9Sbd{ zijsZ9B8<+Csj`ADB{QNUbFEmek&}9n-}2qN<2w6jYgC7)^*}xwvP_ueRK{lf#$ui0 z`NL_`Bd?S{wDbbjO*zGC87$wHyP|)dZxvNKeaY9`nXXl`>eN-!^1y7sN$8G^r(b;^ zetl8JGhh{Qwt~ZMQ1QeiCbikgd+vjK4ljh==OlW%*{UssaI~_}FKJEcMb7I7)p$&D zvhlQS>RVr*D=k}n^e~l_E4!ES7oyikcr62CCuP^=jJCzjEe`qf>z%Z-uR?O_%J9rP z`&TaCN>lf9T{rC=?|L-{%ZbL~Q7}R~gZ}Q$sbsL~RDgAxh$fO&&8;!Wpg`M2E9GrI z=*CZsePGt)gGjj}!u^YbBu)TsXQK=k=sU~>AJuSEVXPg_d8tyegDDoANiVuNaZn6* z#3q`Aw`{K7S*Nrse!7ES_DLzNkXz=+>U-scPmgxh$yhYg9SMnKu6QjU{cwzNB;7`Q z6e;Cnbao>zr8-)%y)l7BE)#)ELCI5H=M)M zIJkbR=%!0tYtcM@kp7tvXXTyO(t*5$1gFO1Au_vT@*~mkjdIpBGh+ATgyq=^ZfDO zA5R|djeL8lg1hrX*n5$)o2^@;*QPKHr-yIYCIP#alyXZB-mmEgCpa2#f(x9CDIQhI zAK;Ef zLmD#^ZM8@3m3$KT;8pRB>M7_!06$zQGejtXm|TWc{UeD8G(Pjuf1QpB;NwwK9)0nk zahNFE165Q2ckOcfxT*jeOBZIcm!Sf9gN=~+Ap$g}*H)*{$FwjfNTM|i(R-xou9i^0 zF%%A2>}`t_v5fIw2~NP5SvHjz`nlhKiB`eoyOnodo3~|)w!bCaMY5Tj}7NRpT+1+HYD9{z)?l75`*be zGsGjC)!x9CS@N6lHK-W^o0?ZOs5>d(WO$0y42Uz*;~H2xJlyNd2r)xI?oS{l2s&J44}1U6xZU@- zoJPp)YIOHNtkwD~So*0?7Mfq06&zlS?i^vihfr-E)hdjNF+#)#vxsh#zr;O|0ZVD2 z+|(Tal2y#{cpaT#Px^5`rB!9?{edx?p|utvK*1sP{V4YFTN#EubHkCp>4-& zmrS%P6LvIhgA5j}D%+m8M}$5rHXB1(KXa^$>kf+!u`oC-KV_n_PE#R`amMs3gLq0# z6PuTPIX$0G-#ZQuc_yq4q&0S!QZ@*VN?+EDt&r~QylF{A;iBf;+0w4t5`}o^Y2L~# z6FIr?(e2>?{ZnSUft2JXOOi&u)fZew8{ejD&FjZrMU$b;>!0_M>4?%^U-gFyvBl~< zNS!ljiz%lxBYSXT9hL(>Yc zvGwB*!9UA$dTRkXh~rrnUV41`d}YUB@(%|HGJ=;QaYjJY_da_g?Em>*4!r%P*fS@l4(1pI`4?m< zh1U}BV%4XNan9ZZON00GEIznpea>J_TS>0oSh%3(wLv0>q~b+=M-lt;3ueqmY3OUo zKSv@laMo#U{p}r;pTKP=uK&(?|NT==i2!R^mhUKgV(Aw zbfLfbl9?@F#JHk<36$u|j}QB(jN&%vxv=JO2=CtCm%QQ&b8V1wOcj(0{Yx(1Ak6C$ zn?%9kL`WwIS97ugprE84UTobFeslvs7L8HLY=cDLUgl+x0Ihr%L~=5tHI+`v>^+vp z*ky@dX}9U-Qx!VC^P>%cj+={W(MU91Y)L`EJ0hiYPPwYsNPKHT?tqrS{jX)b6$tEmB@|+!}X9St3&Cd`Q9Wn=RAqcNeCUh8aR+a_44iiIN zC5D@-PhVBOVD$Rp*+^#U6D>8A5bFHe@YORdtM;(qE~+Mhj2}!HMAB!-kKRk#?8VcEr)$)_Z9P(tI>4*D zINjH&8hjdOj=<#^CwL@1GrSTL`l!pozW>QniNJI0z+dyt^%h=j9zXbTJjbkk0{NCq zbdo8#p4BWDZ7{Ab8Z4eqhcq)6e*Z%}jFtL(wRFGGFgz%(6eBLw0Boh4wXWE8&dP7u zT;?%srg6mpYg_qj*-{hGOBXgZBKG?3!9>EtrZ5zpp;&0TCij{4=xB?Yt69kDV1c6z zA%EOLHnNO=M@35zJw0G;tXQKrD;t%$wQvgK>hQtAP@;*ktkOl;Ax!D!`=x`A9DXgd zh?G1i6mmCW4qo0hwtPq-H-XJX#V*Nlx6JNkEVe=>`vY}B$8Rv=1)Dw$Od28h2!63# zvY-u%q!AB(tyQDf0@SSIN4+!t-%k1`7@mlbV#SoVA;|5K;!tc||E;eN!{kdKVZ7Kd zGxyddAB^crM|cDC@z!V#6&=q|L^L*m%l={;`9e~?O~Fr&HKKqTt@jH)cO-JrDC|aG zNPP@7;k1F|rb%BUn9NXMcS^)%*+8qxlBsyK0nCi^m&Z<_flZEa>Ppb@B4}tv?%0^( z(J-DIaTXEB)pIf=%LoQoho6_nWNfFsrH1stw^vNlOM{O$N&3@j@-vLkK7~(9s@|Ad zvaJ~fJazff#S3RN<%fK-Ou!Pet9?c;Y}PtJA5pj%e(8ym3g5B6kM#rN7(XF! zeeh|wOYR+LL09_I91aa7d!?vov^vf8j@xUVNVRzvU(<56%IA-000Cgdf0BR!i&EYP zsV_^JV8e?#vtFp?VJ$*_C%1c`1UqF?!dd;?3FMTI`OhMWQ_#~)zvK(KbCP0k5jS9P z!iNJX{RlR3i}j=32yTKb*iLf&0mu{RCD^k#i^Gx(ZfuYplQlVp8Wo=H&%AqSi}o!^ zgxrjQLm<~)j&4-y)MEJa@0oW!{fV&#bF`E$k=*TPcJX(tNkGmTh{pamU*yJY@GPG{yp=(Lw*PiouQebm*%4`h`(m3Z7TL&Q1PP;t7$#$ zR#82}my`rI--=5l`L()X#dqxBQx-G}#2FaNLHbXFSS;g&vPED#IXu?f3e}$;?uZ-K zP!eD|-WP2WA+;^c`%L*Pk7b2`ZwNv;E_Q2-Jt*enb*Y+*reBLKHIm@rdxwHU@cvT*-2h=@GS%xS#^_UVRn=KA@`A4w$s zkNy>tudy=Rn6Ks5p=cfrUvuA&J{9p!==lms=R0u__5P**=-skUjp1iQl=0AXZFtBt`tPm~giD>=X_Gq?uKE({v%?JRf_!*(EGNx##H;c@`BTxF|vp##HcT%)}-n{*+(D@xkoS(?+ z_06|+Zs*G8@prosz0HO(BiE>yQ)lruyj*-`?K31iSln6He|69chm)#raIOb zk#w>-@^`5ibEN(HtiH%S9wIV(Zh}3+$2N`gP=f|21?n^n?=X~k(k+uQu*X((Jm#Nm zyoRN7I@IG*g+dB(zB&-woz*`JO)Rz=%F%lCc)td=>`3B^HE?l^dsW=6LNh2KewC=$ zd#8mTDIzLiM?LKQ4PClH!GPBAVigPh6L~j&Cezxol?_1$&&mL4++j!VLPSEDK?^I8 zP?m8=OqqfcpL5#6Z!_wjRVCv9G#>=yn@eQT?W(1gI`J4C!@WBC zh#CAH_$v2LWXW`8~lstX*D~y3@F?B=L|24cgVdK(y@E z9W;kXg}wbH)J;>g1ucG1)Y&ua>Dvn;tUN!VpSPNYBSiaRC;V$o<5-1~2h-}HqZvWu zk@U%!g09RjGCLSQ$K%!%XEQ$8y980s%Ba!X>ClyUsI}|gfBPMRguoeyhU437+}kxX zabipLg5n_!vb^o&FQyT4M50MhwZ*=nnSCIJrE_gu8GLM5LeUR`L6hAju3p@YaI=+ug2fc2u)Cec~g>J z6lFtA6waGiiEN)BjZwylrdn9%6 z&YXu_h8l=$9&7C!s}QyGq$Mx)BWwORpz^pZhZ>ma< zNu+CQhzS1H$JW9sZ(5nUGkG-vs9&xiKM6kkW%%m1QK3tu`*aPPS8?!Wo^y?k+HJ&2 zEY&kQ6$s;j5Jrp>w83{x`4#>>^~^zi)_h@4_3O*iO7$#uvG(1?wgRt?>qnoqOOwl- zn*c3v8P4V+%m+ziKgRP#I-6J9A0xMk3IYN+FVd{hODp0kGMO!nx)o?YQ-XHAP~YF* z-_jFM^Y^ke?S7owem6juQRmgPg8f>z1RW)IDW}nSPMA=hSkOv5BH!Gds3hV7WTjIV zNCtIEq?r*K`0E;onW?rG3&uDOd~e*pi#~nbSn$pF!`uQuV3Dvz2Qr$&SBZVe9tD;j zijjH0VXnBmfkGf8Isth6@fHXp)Y%-G&3+r2FC>FCbGR)>*3x9SecS#_n+wx&dbb|N zH349`vl`xoMFoGeEKIN%40ZY{ed*Doz~3|C4D?H$@Cwa5yNNH)CBCEh204e($UGo4 z6-vpJo0$gMd?THkU>QID)OSStdIj4!(=mz2-5b}upgbH4)$;F#tuxCFy1a(l03cDJ z{ajo>FP+e^2B>sDT91Y}Hn)l*Ha$eO;t6R{qVAW#rN_<@5Cd{9vq_&Fua-zO;>ADT zt-YIaNKOINT0EeXnW!}vDIm-SJyFvg-^rHhm7>I8r~z8#j~f6RxqmkOWGP&BL1_{M z!#ov+uk@Y1zp)fv@E?_8{aIz*(Y~9_j(^mt(+bm-$)GF#WVSR99i75NynJN`F^mJ6 zhXMQ5(#>BHgECc;0_w4lDC$mTUWrG))4e4vo}LaC(Mg5Cjf(OCY*8xgf>izHbWnLl zJ0YOSm8?c5lpqC{sT$r{z;_`JQGc7i%HCu%t^5Zoq6R(bS6QnP;nSi2I;!@-^ z`a_8fj;+<*=?9e82F88MrQ`4&0RlTiU^df+Wu}8%H`|s72mh! zJLhE@1XTh&m;ZW8=9Yw&?sm?fkW#BAVlTx`Y|cy4f=nXq)>C9SijoJ}|6Shaeh9?y z5#8T0z}&QtH@^()tLUBsNs#pzLpSTaEQg@(Q{`%LU)BqU>vdPGEa?HI5@G9qJ_ z&5^u-t>=MGt_x{Y$~E5G2pj3k-vVx9#gWmNQZ#}pXachs%q^WjyyW@Sts{LN0~D&l zd*U!x0N$1RlBrlJxgGDLRpbgdYg5ivzxkvN$876KgvH6-UM}4#3MHzEP$ucDZ^SI| z=?(DXJU&~AC!7Ve=d)yd49o7BY@4KVzPIM#0? zKP!v4ZI44(1e`|TJqp5kGIiVfe~J>n>!#ku{E2tfa2#KvA!_?B$cm6}giXfQV3z|O zwU{(SLeZLffX#30~=4wVRs~>&ho|%On%Xd!76vy?jKBT;7K{!~{Jh)+cC{Pgl-v zqskgKS$KOIamy-y$&@B(XMFRv{X!jnr>7K2?G9ZB>8HdViF}aC`MFQD$obvR&#Xn6 zRuCjiVsTbly&&EGQDkDMORD7D1tj z0k6B=31aQ%_{s3(_Yp4F6yN|{I*$a={7!{1T!@H^^U24`*fB60mIZ%sGj!(DTl2(@ z(RIeke~jw<%}3d5D;7(GgAVD<>De9QhX}Hc8LxFEeKEnV?>tMr?)8F?NZJ$eQZBsm zWkA}d^CK}xiLC2(pMKvBg}+p$h(*;d7+$m)z0y~jMw2@1C415Lio{V4NR;@@bYeDn z0U+D_{H8*ml~_)ulzb>5`~t)>^ME~*^}oOCNA*vB>7Lv-`5Sp}YGx*NgZ^8=dTmpM zPLX!4*@tJxNp(oCtFyyt*2|*6D3bl_dmg_AqC^*?e$I}Kq%uFG9E7wN;u6-vh)t)b z519k!eO1c*DJ7;Ci=#^U?b)y#VnFqSR6DS9+<6$O2C7CJPolK=OuDarRlg{~SGZE*aukv!8qZco?wG7ItI;(%Ai zb<_a8v`^wvrIJw)qxPL5s95+qIurD>txO}C4%x-}=6COK#)c;S;sIeLCpM0ASHSM< z)M0Jl{^C)pr8TepKUghN^6PgM5DKLa9_A199F5jJ=5Yr z@WIE3Bn0zB5W(BNix&1OUtKxUzA7q(-`K(z3v8yxy*oSgiqSo9>!@iZ1{etlC!<0p zW;N4N1mTQ`5mmA_1a`notrI~Pqw7lQnT^i@MXLW@$sk^-+pA;0BwE77ZXZrRZ@;oz zTy#wwCx}6J>WdOU`WXf7Ih>(Syji=)D{$)ANj_4^cPdujX(NIZID=tQ zNc(B51A^-iM>U*j>vJLa(Lx^H?|U!%d?lWqv-&D$?aQgC6P5ytw9oJ%L8XC7xGj%i zRXVhjIO<(T(9!zmm=daeGp64-giUfpKCt`rjx4nykmaufq@>=Vnb+N6F(ohWpN+9a zh1L0OsK;M|qRKjLrB08HrF4V9w_1U0J{6i69H-TngiOzIS5~ShfIQLNGd98x_lhLp zJ?Unn1n-&_z3*P%07sU;+_@2cZ*U!fvHB0|lp!wk z&hgIM4)vhcVT}eQ$r}-imDp6)J?0u5x*%DXtCNhxIbCf7i$C!{J65-LQTr;H1LKed z+Ig@}oKd-`SS|O`p!ZYYtKX{ieURc6E!MbLn^$3HaX2`8rANv%)6gFjbb>QML{7*B zJII*7w_UYL?LiYOpJdJZ=pNHj&I9pPOs*nAt^ujp80mKon@p^*y3Fg5)%BKtU_wB_ zD)n{@LH~MgVH9z)8uvUu*|5zfmB^?pR#M98bgpzh<$Ls0N81YWb2JsMe*Q5UIe1(h zfh}C1J6tet2-zgu$8@bpl!8I%)HdXOt|oyHeSzNj$|pBg>S^RM-k0%27#xFr+(pQ> zLB=pd5+V4BoG~W$wP_MP+7e!uYb91v$4KV55?~1ym^coENiy~ zry~KoIp!F~b~w^w2ayIG*H)IagQC2IM@_ z?REEh$*AewK#6en_ieVX$4QEVve3{CO%9p=V6${@Kq3w&GU$Z{RKRr3&M^0Ovb&|@>6GXD#Wb0jPy z!Vy_WrKIyWswB;E?9(e=j}ns0B|FG2n%x>1%-HMtThzm?t+E92o?6@p37&4PT5Yg; zg+Z8q2|h*47gK$P48j(>;BIy(Kf|4z&gQ@C4y*4vHR9!-CW!71L9`{KPWu(^ zYMjz*q(^g>`=kG$s-AM`?dA@(rVGCe^4Z}VRQEPbM+XDr*F{wWlVXuGO25pp51v~I3x~4>O7*fe@v&26oL_5& zFDCgd!GVyWI0TV$~S}{M`LIYpxz3f-2V_{28 z6PxE!!<*Z&0q;8S4*?EEFhQL0p`66TkLtl^#6(UnDp?Q~qtOm2rlzR@_%dxx?OMwb zOK^&)#|Gpj+6mtAvO|!PH-YV+3;B`WN%CaR@W6BRBR>`RY8OdA58~7S$hJOuq0SZq zP|CS*V~vks8#~}@$w~tO_dlMD403wuuv~WIH=2M^aWRH3iy5h#Va>)br zvnK$RE1+uZyK{}^Uj=}5pGySl zN1|g@IedP$dW*7KgualZ#`^%OTDq0m&!Ho6>M6H?FXrtvtr1GJPgNTmfI;7@ne%E% zahrOr6jo1&^3eRSBsv4>UA;>dxvNT!fLn2ToqZ$J>F_ogQBizHj$K&H7Uh^jXOTa*r zvVDMHwUJEq4KHIesk2#kw|F#2RJBc<@RGjaH*m^i_yESsKEeyAMHH=+0?NJNf^u&F zNR&R916!6z4QR3XhF|>5_^s7*P{C6G+Ioh1(!1@e^JAr!DxzP zH$c>&V-o}PpKmXuLOo8?O~IF}R}8m)xe<#uX$L8L37jsB5PRW9Fb*+onmF;X6<}zI zAJ4FHYKpkMS&e%qm8~fod$Ab0uLtTcWvA~p>3OH)CDBbIc_^qp{l~+B5F(Dc7Fj(g zFdOPSnYrkVBe;{4^fVNmP`by&O>270MEl75m0a_x_&isL20>C9AevMZ>{K-?haF>Y zQKk+bjn!z07n@%S3V?NNX5}z_fR{|vMRp*c^%$^tvjAIzXs->))U}aw^$*o|?3xTo z`QROEVq1m&zimK?Q61<YLcs;;Y4JL6YK-TefhJ5`=H3Iqi@cs{{r2?W7s;IU|J^MrqG;6%B8#47( zS$^$jX?c6Pg$-gXYo_yioU(75PR2EiH)j09=!6GUDBunlfY z5zO95!L<*CpWB^VX9wi=s1pezC8Nc6nT{NZfR*s?pK$?5CYofl8PgFHzz^Y^6j~Y1 zP_W+JHCRVA4nmBq=$r>ejyY~u#o?wzZ*snjE?p=#t;}t4!g*G2GvSWN%uc!sRX#4d z$Ns5VKdHDhHX|~s0(Gn(K>w2OH6+6PdGDNyEtW^=GTGbzRki5{ zCsJ)FgE;cI3d~~*Kh}5zY#7$03O{zb=Rw*`H^eC%xWHaEZ^tt8lMO`(X|SPk9H}lURh#+bdjtZn zsSl0{!M$RTB>!RFdkmnmLYPXUE{pQY}4OL$dhV8M}mF>+CI8m0+TLMM%m*mN{DR)cGzw1>F1K z5*nAN)<+2xhK+vte-CK(y(7MD!J?MP!n%F}%@ZonE-3PS|B5;2BFtPcpO*&=`~ZEU zN)+{Zpn+D2mE309|2OJynHbI__ zCrtc_z~S~Q;UkJNOZ#tXo)_`jqEoQx$LzJ8S{3Zo)PF5S!@!=|cT>9y-gPhEh#nN> zTm_~+{lnEh+8bb|P>jW=ssK|-z64$vT(96G(c~&1SQAEEJcFZa2aw@wJRXSbd}G;C z1wyUqeFWsC#Hi#^TKLVmGjNHTP>PRL`2r3BIjwub!3?c0di>XvGG!DnR~O(TG6bFi zT$})n9PTgjm9s@nHmL=wDDUn(qQ<&I`Wn;`8UXuLL85B^ryzvT}S494^V~0!CkN&POB0uTPhB$XK<@fEqlO%V&=QMh!uSb~J#v z+lEDa5&E9+9S}t%z!d5WpB}y>VNxDE*v>MxLY$DhSttVUo_<+`w$W_0T%_EiQIVyv z9v|vsU<$fJ8AThAWBDlW$2#cz1^!{07chZ&j0Bl54d;wR-)=YE zT{O6w2uj*7%SvUf0T^uzRgD4Z7qg^EIfW)*uX)Sqa26Cu%-X}m031upMZ0g^9yZP) ztJ_bkrnL&Kf~AYbHRF}YMxq-wdRe;tc<(qeB;&WP`r5Rf1=uUJCSO)v&96=X`B_mH zxNj%?Dc*+oF&0Z9$%vL(EyK?@1RVy6O)(~48L+bJm0})p@_l(BRluT^zg`f4Erl3@ zNOQ??BF%w2SPQ^lr;%K_(9^wpF6oOQJ6vwSmZW1q+v>oEan>|KBkZ9XG|5bamWB2# zzBcYI1QiT)Rr7n-fjuu>(nDw+0%8C$QhuD71w|XzZL1MD5O4q?f5yTW3_e9>B69*U z2r6O}rwb;2M)~}LXWRzSWWfO>woFYEMN&Wa7%31!P+$6eW-YrT@V%GD@KHW2!vLpx8z`b}@BP%Gj2!hix*CI{9C@M0TM!NX5g5cC?-YO(q z1m?9|kN#~vC>g}9#vpeOX)xqYXROlChm>GXdmm2EgvEhNqj-uLYg}N+i>tNo&SBtE z5k&&a04nIT_L3wji`8(+}OV`i|@Ngg?K_C!#06z;1EEF^xB*cHP9~2q@ zf&xK8K>`5u-2nigARwV(K)^#`G-XUIQgjSMR&q*?4zfo$6ztgO;JJf}>>Lqb49gA=?@8$28`*1MQ59||kSZq0Fb~vL!d*V zgL|*PZ~p&zAfYaw#qZWJPJ8H;BI#DgX+HkHHL-pbgG&(?)4LX-=8?-`^-e6H~$sEHLIhGS!hw$y&n4|10c84 z6FVFKqnp5ffI=CVses^E`CA46r;J@w0)P3Cgrx|J9}_3opm{Zy|7y=AF)Jhd#}CI! z3DAWO_kw7l%l?A`fLG#x`5#|XLRJ>Bd;zeGbON6be-)^`7A3=9{so<1J7esUpf5C< z*e~oyjS+js*6|biO4~)OTaXMuId1tM{#Qn6c46lG19FR(L1R|!0RS~<*Z+zDnXr@d z9}qO9aF}Z?0FVT;;gSBMO2y4NxrZPs>5Ye&z&%Y6uHOTfRFWN`sehJRhpOftM^}AG zWp?HT-tBmKzIVtOOROd;c?{V-dv}1{@r=87SR)dopWEl^8)d{U_l7ExpW#D7?Oy*-*k}d+m9SU%GlZWs{2Ds29mcg07Rwl z>6n#+5m5LG_`^E}MuwjgN;n+M{VFV~R^XWNWahFd!e9(CtH1ac^}Ciq2?7A5M=3*; z4IOvjYXrl)>OTcm6vGgJc2ob0bsl76Du=P~7>2@2$TMIOvW5!mFSR;vX0s zNH)v&FZ$lJiHrvbZ*0PT4jQ72KKfq?tULiJiXoHnz)u2OMDt$>$OBW@den@i>&Z_B z`l-5k|350|8XeN`^fSkthF^pjg8ZKy^8p2^LR_qBk-LVncHIvTLczaYemMBoLw5Yunq2LVw{|L~XOlGk+* z$O(tc{RRB2LCOiqKTQZ>M`fTaG<_$|@E?(9`~%EiqEV&}5E0K}a~Rq`BK+F)@ShDq zplmSy2Lx&A*n9~VX> z;9K!SgPNBgQ3U|X0Z(?s{(JQY0Q47G!uKlpPB(BJntr1l*!rUx_y{_3BVNAq+|pa` z=({WE1f?&y&hD?C=v@RG_XT!EJ)tC0dMNomQ4|Mu;X4?_!*Z9Cg`zXn#^D`sSMKH< zRK+Vic;{>#(ce|T887#TyIS4MSg+@|l&5170J+3ffe93E@{T(JqG_ElxPpxt-E7*< zv$%uq%4VKA06nfH3^oauE$@P2*|Tvx zdaa!Q3%1e8{q7)=f>p)48hl&mFAfuL5Wcs; z^b}O=17ENMk<8Emu0Yl}+29IXpp`WOt8|3#?Vkrc8jkx58V;+&PXzQhfz>qe>&f3L zwSwnh7i5e}clitUjqjvoKIZ=Af@=yI!7Ng6T`Onz{TB?vr(Iiak@5ZIgKtg8nF?Cq zSldsa!+)coAT>(Tti+Y{-v|<$A4LcF4l~>e|5qOn2x?m?mWiypzjXMy!FTH`B(q}w z!0;Ccu2~VXDZ344jT=F&T`d5e|COJq*gD7sUgwhJ_AQ z!2Oc_5yM1RNTV;yz?X1y-GN8s(5_-p(Et#e$ipk}NA|;FeI)`zZXVN21#_{GVxF^X zJ;F*zzR3+ho_vZ^b+-Li4gjbSj1q7Yd3QHC)G1?I`oAA| zG?H`hKLh=52nqP177qN_3xbBYp;nDe=V8K|O)?LVOmCK;k!yWa{^{}St1A3k;0>r; z&%`k;K+rLapZsLH+@z(es@%oFR0LOiF;8~_S8S%JXp?wy(SCTp;d8}C7}5|g@vfC4 zM;FsaBn#8ECR}njOSauvc0E6>N@nc%bw2i{1%yqCRJ`gCDeLI!Ug*62Sn(ZM)r5kE zHMh08UStUD*M0Tj4d-M`Wt?WOVp2@db2G(#^StZR%F)N$BCX z_Z-xOr3w|tNX?~puVWUXN~Dm>jo=hQ2V!50*z^%RQRvi~Vqrh_JYO;kDyTSUE})ZD ze@1uoAiS(Ecy`2aXmAg`rnj#dou4q&t>$=Dids^609NY3kzPnK+iYxnfdG@5H_R0V zPCh-#T;MScldG+)PGYguH&q@8_J{bNnaE!qX1eud>_uxn7M)UTIQDd^fD=DWF*|u# zRu4R)X@nwb8B)Wa1?$9n0B0Wn#Z?LPHwOS)O{6(iTrCqa2Sq;n!rLIK^;{zhv#5 zTNqe^A1+S-%zJ%p7 zW+MmHt3#{;It{HXi;A*b!8I;RYLnwbw`sNsmXaeLr+Fn$h>5HpS*D+#sg%6W?c}Gd;24 zYXmQf@cI(#!jQG7B^``91&K=TPfIE+BiM%xajUP!A>BLesB_a|kZ02^M?cCl^pPFD zi8;Hbz3F+4Fb2Kf_#rpsG~XM?{JK`XSIFTBABV@6#@?7csZ*vUR`nq7z*TJqAH9~` z^H`F6|29$%4ePIn@2WKUTSgy+pSAF{PfQMOMPjNTU#wnCCG?_plD9qjSem#sog^1} z3$T)mDdZh45z8{lz?fx+M?SVJeSOR|x%Ya{UumyRHa4M9KPP;rH{H@J6J(H*nUsDD z$n$z{xH+(bq{%hw>;y6?gjC6ONy%0u64l(NpXG|oho)>Ky%}o-=a-n`y;a92Vy2x$%#bI>(^W7q>uD=7dqX*HP*4MUH#w znD3wniMVqb(+k8t61-6d3OqyohU#mzhftSC-%F<;SI6+7Y>f?8TnH{%)7Mznm$To< z#syM$qb9F5)x~&!y3m3?Gv<(g)Q@Ww3(D&zb&>K3(ZQU3b>Sl*6S7O9!!?t*??T&N zXSWtGU~YofE6AnX&b&+b#hI^OaLBgCunembo0guAedZAF-wSV75xSi$DK75N+ z#E?|b+4UAsRR~TuT9$j($)^!-U`*n#7IkLo%ox+Q=Uh_b6YS=usus}Jb=*=%W#QD? zumyp@Hy$}()9bE^%-xV48ZENo@F?8`lXJs6i!yjFn`XUhSiHYR;khE$TGCRf#FgZ} zf+V#tHkGu-Q{9P2F?I>6n1@hvezd9tlwNNH1&dr#Ec-ITKvfVQ8hgBPOUwJ}xQH#U z+nK%=wkN!^nLj?~d8_>DvUjb5^RpWIb16JJB?R$j{xl)I3ARiF*Om%f=pSAvx=}S6 zu0AF=MvJF#HfAb8Co!5O_D_0ZsnGPH;_GwP!Dp}iZ7SaNLi_qIxb@Uc&LzCIv;Ro8 zo!pz}zf>dQF=GCp*ZR??+>8A10Y^J=nm5Jii&$Rz)+dm&0TL+GK zhyn?85nGbUSsT7ao~jiFv%ATT)oP#q06zJUmBF0*W3&k}kA2|&--aIAtV(LScM2flkP`)mf(Y{Noiw1@mmVfqx7-=mzJ z359KoWtcCDDBUejC`C_7Tk-2t!#SN&9VM$3U-ee22KL5j`76f2qeXCbBi{m8KKBnO z5O)tKw}AA^dk^wI9s~r85Cl2w59Ti$1Onr?K%8oxaF>aqWlk8k8cBZ1P1aor? zsY47tMkvo?Db~>ZzNK4WR-n5*xbXhKV7AhlbtU0#>`;`Qe4{{2S^PpWU`l*>6zfoe zbn@Xr-?U)RD1`NL1Fac@>&k8DH z1pXsgK>?u=dFy#G|M>!%Oj<`K|8R2@^a-q?)?j|>Hspyyv-L*stf*L6rlkzBS^T!W%{8Cq%&^gfz zO{H(Wb`~@G3{5R#y~f9eaC53!{0+U<7p+W8b#ukHx4`Do_bBlPwmS>bcIwS-)mM~L z(6a2svob9u*yu*SAz3BX@Sh{DuD)h4Z_w1umx$3WDmd&o9LrSb7t@M-b4E47NiThm zAm$c9@=;IB{hM#mO~IIT*}1#%OHt*FWir)Rt6cp)LZVh}=H-TI<+}GdD!y}Pvp3T&GjC!6l z^8mA^gigasLa~WY3V7GVGt3}Q^W9Yfz!Mdk);lB z$PfM2f_h$|jD3D`K~c=M;u{}|!3b%-ZZ_K7S)sg_|7p+#i3zGerkqw6KIx`oybP1o z^`hnZJGomx|3#AVQY$~VL#OJfLxgGa7;lO7LD~%=>&8$XS8L_OpcnKoeZAI#UGY4E zQ+N962t8jYUP{4$ZeLw^a<%9aOA(vWx?(+OYo1~SE0sVwS&R^CtTzakFkMg0gRC`k z(sq08g=Hn+u>k>$1(aL^3GSH%z9=bu4Jm~-$2IUhqV|JE(56~tF_DC5tX1< z=_J-wFH|8?`6RGbmC{@{_0Za;_I+Q{lz1^OBXxpn!fu|!o5|1T702OrNvWD1)>s9i zYiu=JJIanxo{=^IV+uuD)@HTyXOTjRafZQJLQT1q5kp7%LeeX*=LHUuq3}hj7HKZO zIcfStSATPNhB}#a5?jnZi*j9EpiXa3NfrDQCAcJ9o(5&^rmw1Sj$(^lEv+WkgXPu{ zO0BKtihMx8T>ag1uukdgtPhPuXU=t!m4)G1V>Wn`;}3*y!A{nHLBafZw{Y};&4YII zo}&0;n*qye@QlMNaw96EC=k~sv(lJ0?23+;sam6NRX@oc$>{c{nvsrTnmUy~{hsq_ z=R@LEVbBMx;;v1?_8CQ}PiP^|Eko_T2Gr=x{Sy+`)Zh5zo4U3*7xz|!-;CSRHHJ+% z=#A$2`A@w?wDdB?NHD`yrN;kEeunOeC*Cb3V&aeU;Ru;XSL1DjD^~;m9PD%(-Q$|H zft`hdR`a;$rIV|*H8VR36JL?%jv_O}wxlq=dl-NE-km#s79~-oo+le&+Be+7frMXO zc@8tX@TM}7J)`;CBO5_09_*3riaBIBVS1Gwvbh=SQU<=wv?}uq4;|)X1|MrC(p|F? zwFtdDIJ0WGNW$sxs>NDoQcb(GE$ig2P#mrZPhAJ<2kcBRF%!hrl7UgKA5XHx)(bS` z)IX==Znv`P729RVo)Gujez8&H71$ZK?r~>&Z*Yc!YLqqY*3hTT$sL=CE{;`NKsheC zNMvT#2px(p-Yw&?fDfB)FBy>GI=AZ=jGH`B->^$?KC-l4{<)w|DY(Y1A%-z7hneAP znrlu2!RMyz804xYmFiT^Igi)YYG)N|MUDj8?ChHri$OPE7l@J#H0lyWKWZ0PQ^|4< z^YB-za@d#&m~=LhTT;mQi?-6A9)wv@ClSmvCkVb)XjWf1DtR0z*aT=Q_&rE!3)s1c zX!UTIw^I!U$p%rN3^mU_n;3UF7f~JL#e{f`VZB~7T3b;fDV3f;8nP2TFHO$aN)WVFg)DnqBJM-?vC`KF^c#iC zv|0u9ShU6u3)?MqoTF5{8eBNyBy zw}#%jF+7+@mI|BjfuI%sg#EQUG7bNEc`3VtnghMN0{7B0Z=?-h5jw+pwZnlNh({@gAv2@DEcmj_D(=NE^UVcI(3COfb zaa?i8gt}Y_I8T>eYYA0{h_!*~S6iB!wqe^kNoHz_4J@2aja-){c^--1U^*4hkII=8n5?-VRgZ4U^uu0C9M zKUE|DmaEp+#EwV*%=69Lbtjjp325z1552R`D>w&8;LduSO=oU8l|F_jo#oqQ^w6t% z7TvHhEp=lxrJvdIr*R$X9px<)`C`^GmLpOGxaVqn%_+NLH`Sp_bG~BkSDs3m7f_3X z!pRg73#q5xe|C;hZ?7^|li)%mvq}yTnA?PaL#xU~z%w=-m zqC0ZcH&e?R$Wywk{64|pViHAt+Kr2_VO4azG(OIh{;53n&_dz9DzC&G+qsvKkfYjV z!&Ce(4cTlH)f-D@Rs?-=Sq>Upq^bK(F9$QjO46Cl8NZ}91!rFgAzLYdLPESRMf>L2 zy(u@D4(u3-L|87ceqG+uXLi7}fo*J#w#W3Z62M?=IFW4bfZFg%G<3 zz?pG5Mw9pO<*f8EW&+0^54~a>eSsjh`#F=tfpbe~M_DgUcWy8NJMEM5N%oA{vVHA$ zQh6f58(+wD1PP?DIAq3M)Z6RLi8pDkVBT4d`_PykKM5a-TGUJm0zWqb^blh*DLtV{ zW%?>wtMAQj=COEIv5AIsnGuwi>6C|1hF+I16rX-sv{fut&(L*KusZo<(kQ`n5oluM zAjivM$+e1e7%^;RPhJFLd{j8f@Cu~O3HQ{XE~aReBO^yvdPd$FJ*ke{2$j=9*OZQi zl7nqYqf-G7`D?2S)6KDa&-XOflBU*EWc7xmg}sw~`Vp+w(KOFB&u8=^-MO1_f(&b( zdhx~Mtnc9M>A67!4$+mRfw10K^Yu{qU!E}4dF|GH{7M|gnXAl!y3-g27trLNT1U8^ zZcLD@P*{ZdQgp&`@|j=X=`2Ec=j(%$UXM|_cSb5jhEI8)*sk#83#iDsGZ%egw;`gi zNmKfU(01y14m-@v!FIZ#cYx?zUwf4&ledqOOsAY9!;T)w--tTZu3AmdyMuv@kI?&K z3w!;`C2g|l4)xs)&F1Vfl9JXYPRQg4`7IOYqr}?OnDB0gojT2WBbB=StnVUNmpU+VZv;$jqF7EOSM!u`yUzUM@>} z4p$vu$zQI;mJBC60)9M#gjv+lP()bJha5MOZ%Lm+vrrEItfi+!kwqKOG(Rf(j!wDr z1+^1}=2_@hM#m@#rfhR2$$;>u_=z~#mW1>inF1Bh%SrQemupvU3`Wr(wx{mFlyt34lRsp_L`T)wdz^W zf{4zHvDy>Q;Sq$?y}}~_50kvQQ{;#%*PxHbs8OYk+KY-vP0y*6WNEamN5XE#`+|+w z9$A(45^=qa8+kF=Y#L}JL3>>%K~=zjuG3r`KJOg+zCD$5S~h>XioI3#)TZR7%aVKJ zgHZDEld#MCq z-(TadG*jp=lAY7S{aTb~#8%sz_)KhW>eZ@meyXZ9)N`~Li){|wra6C)XYz{+-kGx> z1lrY=8JlNV=|rh*RBc(ZyVC5b7!+h>8X&D^2bZ2-^d_Uqy%vBCFs87BS2`jriNC4X zrdKJDtZ}Xz8KVx`xA9--E!WC@X*MM@GmMhg9le6SAx|E;`-Z;XWF$%7>UCHjIvT+X zHI7A2hAy|t4S7Ke*=M)|9b{@K3s$nWR9r#RXuj$N>KIH9Q&N_(z871Kr#C6Q*G?AJ zK_RwaVU?R)3gK~ghE$7h8}n%31;@1GPS*_2J)JFD(loKW1qPwaiEz{oQae8{w3axU zyCk@pv1WXsR??p8Pseq0)(N5(f~X0b*pTN`E_;t62AX$4w8rg$*_zrYTcas!V-eQ1 zLKH1mwZ@f7y=;XeG9y&UJP5Nqw?TxNCQ2;`@g%Bu6n?4)YIwKOL{&6SDAH>9hTL=Z z2K{q*vSER6f#|qR_>Q@(UEy?kE(DFr`s-EdI>%Qi>{WFHSaH(La;hgnk1o{Wk44;# z%$^f`Cs0755UblQm0t2)tv@C~*F=R|)bnt6$xx78+3{--EO>4H`rMt||C#wvOW{md zx|SieQ~AnQg5vK}>Q=-ukL{)_A?-dd&gxrol=&AT+I;74cM>p(-{+|r!8Xzec_0r< zqp|gRB{XKzkPM(A?+FcBw_cdKC@Fa&@KA%c>XI*5!V8AKF-^_-pjf3^)POa z2`7lCAqr)Z^%2oKy&=$|x0o( zWeD_3wcoA5vr9E2hchUjCeIBQ5Ca-RY52qEk&lG0*(GxVI6XQZcR$~^CXl@r#;a7R zSl>KSA?eK{Pnsf~ou*vY~Yu7D6q99!l z+CP#Pw5F@bYKp+ZFl2M@l!uht=kic*h=SZIZn4dZ%Mrlaj+#((+cglRp^s*HRSfq? z+B;Brv+eO$Z+bp;gT)FSWf7?-kvDm*q?`s~4Ap9@7E3K^&1zi+hxL3F^fezHzKNE% ziPN~hto4?&0^eY#1{l3k7duJ&)M$L`FHafqp;r9T9P(hr%ltr3%yKBJQ2rBY4@<$sK5!B zeIvJkT2!TZLy}!gnfaat|4r&kKP^(&4pm_y_(h>dQ)3L{iP?tdGsS%zG1J;=m-*644r*QYt+TI_%Y?92knu?2~* z(+PWxYBVNXd{e8nzxCdy02yX(&qdXvOk{?61r3MEveG(gqh~Bg{%4(ERfq{2^-kLj zOxa=kMpIi=m1J68=QdpvW=-4z$i=%z;USyIu2`gy^i#SqBy-)BZ@g&q2luOMyIJ<8 zu<(J0ps0FEag)AFN+JP5ip-ds*9*SVrh?)V9Q+Nw0HD#s*_Gw1%m6(HjTmmf5H-&J zIjW)aqb%z7-bvcFkJKRpIvqzY-uGrgh{OW|_dCs^$D05a|-@Apd$ zllHGW>ZxB)yK6W7W?#Xt$HPB+V1?xz z$xV?>^NHR;-md7TNc5wJ71I=u1zXp)Cu3{8CSoQLpB|l8X(n(!6TIP{DE4is41^Dc zP&*f#5zt(?_DO9K?uxy9pnqfIST)I)k@dAPI+8VQJ!xmmT^d=#=}DQI@WYh_7T!JQ zY+==5kRd8)$ibQaY0V&~hIsbtIA>=RhifkhOObV6_Vs62m6b&rdGlMtp#cF+@p!KY z4ztFX+t>?>URgLSm${6xhrud+L_3-r*YBq%3Y}DRlSVn`<}=6 zI?QOWSqh5Cq5H@!U+{F6V4h0pQrW8hNkpp_VvSh!#a7Wc1P|4y(#}v(@*?u^732wt zog~}&^XqS|dM!=8J}kBvGAWr&6%Dec5s#g8%d{^|xrcd8&kh&A-vYunYrUz}XtpK` zQT5$w9aQD=+Oxr9Y47Arqr4hBzh$AE#J!6;f#X#-D2kE0c*b#%VSqx3K~#7%MvzSw zFk_c!5rp=*b#Z=fH(SndNIFj!va=pV&+~Jy=GcJKwm5oB_wv}q4gHyt+0#NhOrh>e zm#=J^H|M94CqV;@7xM!H!9_G!&smCJYYBuhr}Cr|zsz!{ZyNM2aYrQfW){aZy9LPh z4sE|LJ-;IL7|-CR;B9?i@#f``A^`myE2B?Tlx62kI~y@1R5}Bc2PnM2stEi)jx! zERGqW7V94M%@N-Md0(PrNLIcS3`M;)9~5ZylQjpGd8?tK66YLqq@~&yAOXzHl`z3{xC`E_|uQ+(a8OCWiQC zs6RLNz=Ne~iqAd;#!JvheC2KM(7td))EV()Npf_1Ph*^{;u3HjF=VrIPE579RQJ81 zj0OB0JDG=-tBd9)GF|4ADKyn~ljXYgp5V+Y>olUhwEFUOLZao!IgzLx0Luv^Eup^ZQ$jG&lsKGOQ$Mjkgq_@CLe1jj}NQj1}%%B(+zP#k-t!! zL8-u(0|fl0b8@%5NIOfhT%MAoVjTDP+gDS%w2Y_}JGiTqS1hNeL7X{Lw}8fU-+Q0T z7uf0^F10~3$cC-Xd?nLy6CZn*s(idFY6yATH(x0ncsw~C57q7VsBwokLp|-+;QZ!XNMzeoq-oI0cF5Ksm1SAuO` zy%RT>w&l0LYfXHg5hyS0oj`bdB8-o<7r1lBPn~7eFY%{_LDad)`5vj#F zA1)gXq4I;q$Aq5WDdYT3qy|r-tDnzu5uKmeY!=YLf28TS;uQb%iUga6+u#w!WHcOS z+gE|!w=XsZu<~J<40RVwzMV;!x@>=1ZJpJe-LJVx(NfY*E$VwK6h)}9!Zs5W!~`f}C>zx75iJ4=B&;o}8M zd%=fH%yKPv?@}|&Va}DQ!QSkwuMOYxAuu>4V>$N{Kfj$&?QdV?!<>RdKeVctf4;v# zvj8P2;_{w}z>X9j_G5^s{_!XMY1&s^M%gLJT$@AQnMo55v&n0n)0#}O4F;BDzWG1AX^$@3q!9l6hc7$9-TW~(4@vh~?(IAnV8sw2zqAi_z+ zg09?@#BdLO$Br~c&^A^j)_1j)&!Dz*`gqCkdcM2yq-B4mFo{T1>C^ouC?3r}M! zbx%0!^@c#yXlP+7J7wRnsP1`UjFC8z!0Sc3_{Mj{;xWa1sD~ymqS#)N>OFym?uZsu z!kHM1VcJcy?3-jmQ3(!dH<8`9u3Wy(qzy4TA0vBeowO!)VY#wk3rQxw<1yz_)pep=pFsm0suu}{tXffkxl|nLD-kBAgD;V}eZ(cuqWBNnS&N9N zOYHhk#b7hrKBA(5;vx8cynhGz(rKE*<6=sl*taF^j3d08|tMG67!+u@eX0MqpypKx${ zk!$w*#JTaXSFCbO>XiQa_t$e{K1{R{rBejiRS!=NV+J4wxq%U}&?tu!PuTQvhB22xw=eo1A}EA~YN)iYX@5^tM~5 z)Ye(!Px{7y%>s4crmM&)^7dU)@H?ybnvh1m%ZGNeCbxj7Ba4bNL8r?bBHc^o;CvmS zIT>t!raj*mj#njsa19UsM>@r^d4kU8!QUeCcH^R~W2EpJ0Wa)`q|^3EB=gnKmk}un9p`g`k0s+O z#d3S`=fKNmN)G|Kz`m$j4$i{atiT*ql#a3eEA<1R8*d+3Ng?b?SMB0{8nttAb@uA) zYt+ui&k;8){PdeHmfNgwcyg{kdRZU6b;0j_o}5%byUY!O zgFeG`ZezETr>=IyH=eoGqh}=FrGC7-{_zjGBhnwQvLXL=|NNc=Emnr||KS6m!BhJE zuS(#qd9)1F{|G`F{Y(FELupcoUsN>we|rc0)eGEzC|_ydPZ!dpe{2~_KaszCC&l;` zJXVGjP5Qq;EDcjBL6!L2Z)|Je7FOnNT>YrvmB)Sdg665}uGuGRfy z{^$!s_($7c$G=+n{xk5usQd1IH30|wCkPn%@%d*~f8&3%|5F1-esujmDex5ip#B=s z&%UI8bt?1Mw)xSK^skBiCxJT`$`Af$LyUh}sQVedV}Gv8AHkni(Z8DiOyiH{*C_r* z{_nQ$AL^g{|D*x#0^*PCKKZ{~U-+K``H{)*G_MX{hM`TZG@5AJOiPzpf16RsP>L%+FqaZkyk||1!V< z|3}O}ll=cprDFv-&r6Z~vjdC;r_?e|(^R8I<=+0Q|{T=8pQ& z>IeA0QKUaYq5Vn>;=ZpRp?*jHVffu=cu)Q4`oBZ_k&pDRe1v})KlA)cEb?oO?x=ek z{#QV0;7309J>F4&p9p{Df2aRD6X17*yV?Fb2zZjA?xWqGfcK;O>B>;X!v9p>h5Cn* zfx3@L3a0+b0UZ4PBTX6&-VD;D7(d*+5nhe=4?j)#>q2J9-bUo1YTKfvP3c88*7ad`hgQ@JVU43JW)4CZyB}F zz>OZqk`*&%myRwFBXGv`Py2LiKvhTEz~+(xVz zX6d8&c7)z&f+-MX3CF@4aM@2(>}hk1n3bQ^g7gxwnfohdjkTJqPvkDnu+kYjxx_4O z)U2qe6>{MvVkPrV6cDdUT3~}r9Lt0;@}CZ7B>4r*2ZAinAc_jZ>AD=eJz963=6tov zp$niveA&Egr$l{DV3Y{>cST;$>9DlR zdttxAZ;QMuO_K+qPv=9e2=AeZ^z4}dzLd-qC7XBOp<0&ZBMBkJ4QS^#5}3vbCW>fQ z>}_f*x5`R;btwz`Hu4$sBeA1a)gy?Z5f2hWRy=i1s(c)YEPyR&+Qv{`>ApR>{0{G3 zJ?8v}Vc3j(Z{;dz17Rs>d$Ir*FCg+m_6|40&K?46R=7JUfCxJK^n5;nFmAlybzZq? zl379u9+SM`cJkK;F>G@hv0I4}%igGEmk^(gGg>R=v0qI!m?Z%qap)OG+Nx~gy-uFl zhPk{0ery^%II;m)b`7(Zjgv4JyNF1Z_gYTfxz^)$sG1sa#3~NUz`R&CHWj?SaN~)V z!#JPHie*{b(2fa>x^@j(oO4hTv#3$} z1-)<$RnHL%v?X43J*q9K%2@TMp?;Q#@pOL3IHMG0MHzm(8c}sLkdqEUP;9hJ6W?Gd z>P)EcqjLDC5qqr*F7Ol?{nPtykbR~qI(R)qlbSq1@d_{T+mu_%7_=GHjL58*$Lw>W z@IZ%%02(pC)6M<8>1$0pf+oZnk1iIYVme-}z0od{`6Lzb5*69w7-O#G&x;BNVw+JS ztK%W|7&$7b6}}N4k@PHF7h>FqfEiK_tpc*gt@G|r^-Mo&ehUk8e;HP3pIDK73iY{o zWNJ^h6AMG}Gc~`ZPlQcBOATc3S%#;sjD1 z39GG#&imNY{RGEvw-Gv>I+fWZ$?(&n4lNG-`L(Df4Ib3LL=PIzYLQ@^M~d_QAZSxw zhv|gaY0lpG6`@$Om!8Lz#y3<=%BoGIrHl!)Cuj6J`X(jtaGlImC2kGWBGUAbB*=T* zFJ@O}PnnfK%a{y+PqC+!pG{g~&@^~cyuO0eNOW8-+su*Hj4bCI zllM@hC}>+bPG&2jqcJ}NT{?-ZR%+RI!yQqsk?;X(E)dzP>if*{G_32k2db@Ua1~blJAh(5mGXGlS!U>lSlFI7*mskXNpF9xAcfDLSa) zUu)gP!ZdKCTWYo5-;@w$iDm&xA6}viX89vPPk?{N06Dg+#=Gs6ueWePXO0%(XD?7v zu-Wl2oz-Ft^d#81Gq7dd^YPosx~JP8rYU>h&2~d9&^cooK!(6zCcC|ID(YC#}?KNI-1tTKhIrt<4a$SDCXUo+sfW$t$M30j5F&^=^Eahie(4%9M%Plo6fz8Fc- zJ7HE{`f?&@G@eOJt25j#r+XKXlyJmvpxSKcJh^H@8^+er>H!}$V-xON6$=?+A@w=L zqZ`9h2ol@|C`uDaveo7#b=cJ_t*HHJ#S_v(%{nvjgL*_4)H2rdYfsacQ=X+i5LAo7mNmWqZ(>CD$EaD+UqXQt2GMD8@V2QaWeZq}tl|>I2NM<~7z~WZ~ zf19wg&)jw>Wc_K1vg^|~;tiDP+FHo2tvF9{{2>bt%*0%1@`v+m?v5X7_DdjR%5@a71^gDspIm#pWW@^h66tq?y)14=QF#xYDirnMHHjn$QwTsoZ40x!~ zDz-@pA&>V=AKiI1dgtctAO-llEQJ?J%9%3ME95l}2A^f9>Ln5>6-Xn+DnCR#fSoybSi+gEVMH&+9oE;L z`a+aZ2MvvneOcz=<`Bcj-mZ6#DufWF;dcm1krcx|ExlF;dgP@znq!b-ZD5y1$w%t= zD_~5Al@Q{2cG`*XkKm)EcmkiF8LaJEXOhA_UJ-i+5GL@^WQL|Ze9_W#u=^;~WyL|> z&=+fusc7Qq=!d6heL0mtq%vG!G^b?2+qo7858vmxiP?Mol!ZEQCl4P2N$7Q#^vkfq z+mjTgl7&{!pd$LC)HajfvO}lHb077qV1>Y&Itco%kZKlTt64s#@08W!ZYNK?ac78BF@#ew zwKAjDf1Dx1exX761<%=y2xBzU`NK%JCC#biQ#5@$1tux@Hm1v_9fSY?JZGc&PA9l62oWkYD#LF3pT$ zxvQtFPl#&5hMhjyd>vxgBxEP>A@^}G&2LyC=9dcn`r?g`AkT^#S8(a>T4GUHAmUlH z2ZwzveZQaT!t?Vkbs1QBLsPlv`63tyQL2o9!5NgcCw@;Q$PMQ}S9#MqBf)&)sA#?J zsXDke#B9sHAcqef%hdjS!zowD6&>p-!n|^qk4T3JQ1{dY5 z<;U^ZXZ}+|)Q+=tA=zPs-?Qzw)`fXAL!VB^`iC%2^7Apayzr){VcRt_@4v|Qa?c%X zfy(nu4V5>C_kShMOE|Pnh!%)uuC%DL5rYn?5{*R8EoS&{^LdyUOkaNHp4grZi{_3Ou_n#mF&k$n`8uAtbnwE47mWa&!CB*U z91Z~qAO$+ylE?$$YjF&kCWf1&5-pfxVK(stG3M}JrVxLAK=xL^RIcs73dUD~51=I4~dn7fSrX&5c;SY~$MhxP}J~FmE#+5iB z%>5)@g#ew4OpTTJ>Jg6bctcpp0D84HAXOnojd4}AZyCZaYXk?^2=n+ui^`$QPJhUT zh-tw1Su5$sj0NpMgn2d`SWdV@bDD=-Y(Y<05F%+GdKtkTJ(G85L}G!mQ!O|YRB2DSJt-3+fV;p?wHP^2 ziz8+-6}+`5K@_>#Iro!3XI790GFjfi+^=Ll6Kj@YEjM_c#IPXh>cdpLZI@l{;0c8y zA(iN$Dc5?$Yk3@6Q!rTR34IV8^4#x9v%F{>RRB)~|1P}XvN0Y?X7Vi{DaBm%@JK(o zoz-!^Mx%J2+E|jQmI~ zxGlLZ(3F?-d={w&xsm)Ws;ck+?^PEq;&zvLLk5DD6#YtlQLPfyGRPfWr>7goyC21q z^uGO6D%{7gg>y@d|1&{1|D7F6K}zg8zOHH%s+SuJ^C~e+14KSXte_ z-L1=0;DO+e8+Bbxi~~ex5SPES d?cxK@{*#mcGhBi000d5(07qbuXHlTsn*ix%!IJ<0 literal 0 HcmV?d00001 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part1.md b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part1.md new file mode 100644 index 0000000..3399a3c --- /dev/null +++ b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part1.md @@ -0,0 +1,96 @@ +第一部分:日志是什么? +===================================================================== + +日志是一种简单的不能再简单的存储抽象。它是一个只能增加的,完全按照时间排序的一系列记录。日志看起来如下: + +![](images/log.png) + +我们可以给日志的末尾添加记录,并且可以从左到右读取日志记录。每一条记录都指定了一个唯一的有一定顺序的日志记录编号。 + +日志记录的排序是由“时间”来确定的,这是因为位于左边的日志记录比位于右边的要早些。日志记录编号可以看作是这条日志 记录的“时间戳”。在一开始就把这种排序说成是按时间排序显得有点多余 ,不过 ,与任何一个具体的物理时钟相比,时间 属性是非常便于使用的属性。在我们运行多个分布式系统的时候,这个属性就显得非常重要。 + +对于这篇讨论的目标而言,日志记录的内容和格式不怎么重要。另外提醒一下,在完全耗尽存储空间的情况下,我们不可能 再给日志添加记录。稍后我们将会提到这个问题。 + +日志并不是完全不同于文件或者数据表的。文件是由一系列字节组成,表是由一系列记录组成,而日志实际上只是按照时间顺序存储记录的 一种数据表或者文件。 + +此时,你可能奇怪为什么要讨论这么简单的事情呢? 不同环境下的一个只可增加的有一定顺序的日志记录是怎样与数据系统关联起来的呢?答案是日志有其特定的应用目标:它记录了什么时间发生了什么事情。 而对分布式数据系统许多方面而言, 这才是问题的真正核心。 + +不过,在我们进行更加深入的讨论之前,让我先澄清有些让人混淆的概念。每个编程人员都熟悉另一种日志记录-应用使用syslog或者log4j可能写入到本地文件里的没有结构的错误信息或者追踪信息。为了区分开来,我们把这种情形的日志记录称为“应用日志记录”。应用日志记录是我在这儿所说的日志的一种低级的变种。最大的区别是:文本日志意味着主要用来方便人们阅读,而我所说明的“日志”或者“数据日志”的建立是方便程序访问。 + +(实际上,如果你对它进行深入的思考,那么人们读取某个机器上的日志这种理念有些不顺应时代潮流。当涉及到许多服务和服务器的时候,这种方法很快就变成一个难于管理的方式,而且为了认识多个机器的行为,日志的目标很快就变成查询和图形化这些行为的输入了-对多个机器的某些行为而言,文件里的英文形式的文本同这儿所描述的这种结构化的日志相比几乎就不适合了。) + +数据库日志 +------------------------- + +我不知道日志概念起源于何处-可能它就像二进制搜索一样:发明者认为它太简单而不能当作一项发明。它早在IBM的[系统R](http://www.cs.berkeley.edu/~brewer/cs262/SystemR.pdf)出现时候就出现了。数据库里的用法是在崩溃的时候用它来同步各种数据结构和索引。为了保证操作的原子性和持久性,在对数据库维护的所有各种数据结构做更改之前,数据库把即将修改的信息誊写到日志里。日志记录了发生了什么,而且其中的每个表或者索引都是一些数据结构或者索引的历史映射。由于日志是即刻永久化的,可以把它当作崩溃发生时用来恢复其他所有永久性结构的可信赖数据源。 + +随着时间的推移,日志的用途从实现ACID细节成长为数据库间复制数据的一种方法。利用日志的结果就是发生在数据库上的更改顺序与远端复制数据库上的更改顺序需要保持完全同步。Oracle,MySQL 和PostgreSQL都包括用于给备用的复制数据库传输日志的日志传输协议。Oracle还把日志产品化为一个通用的数据订阅机制,这样非Oracle数据订阅用户就可以使用[XStreams](http://docs.oracle.com/cd/E11882_01/server.112/e16545/xstrm_intro.htm)和[GoldenGate](http://www.oracle.com/technetwork/middleware/goldengate/overview/index.html)订阅数据了,MySQL和PostgreSQL上的类似的实现则成为许多数据结构的关键组件。 + +正是由于这样的起源,机器可识别的日志的概念大部分都被局限在数据库内部。日志用做数据订阅的机制似乎是偶然出现的,不过要把这种 抽象用于支持所有类型的消息传输、数据流和实时数据处理是不切实际的。 + +分布式系统日志 +------------------------- + +日志解决了两个问题:更改动作的排序和数据的分发,这两个问题在分布式数据系统里显得尤为重要。协商出一致的更改动作的顺序(或者说保持各个子系统本身的做法,但可以进行存在副作用的数据拷贝)是分布式系统设计的核心问题之一。 + +以日志为中心实现分布式系统是受到了一个简单的经验常识的启发,我把这个经验常识称为状态机复制原理:**如果两个相同的、确定性的进程从同一状态开始,并且以相同的顺序获得相同的输入,那么这两个进程将会生成相同的输出,并且结束在相同的状态。** + +这也许有点难以理解,让我们更加深入的探讨,弄懂它的真正含义。 + +[确定性](http://en.wikipedia.org/wiki/Deterministic_algorithm)意味着处理过程是与时间无关的,而且任何其他“外部的“输入不会影响到处理结果。例如,如果一个程序的输出会受到线程执行的具体顺序影响,或者受到gettimeofday调用、或者其他一些非重复性事件的影响,那么这样的程序一般最有可能被认为是非确定性的。 + +进程状态是进程保存在机器上的任何数据,在进程处理结束的时候,这些数据要么保存在内存里,要么保存在磁盘上。 + +以相同的顺序获得相同输入的地方应当引起注意-这就是引入日志的地方。这儿有一个重要的常识:如果给两段确定性代码相同的日志输入,那么它们就会生成相同的输出。 + +分布式计算这方面的应用就格外明显。你可以把用多台机器一起执行同一件事情的问题缩减为实现分布式一致性日志为这些进程输入的问题。这儿日志的目的是把所有非确定性的东西排除在输入流之外,来确保每个复制进程能够同步地处理输入。 + +当你理解了这个以后,状态机复制原理就不再复杂或者说不再深奥了:这或多或少的意味着“确定性的处理过程就是确定性的”。不管怎样,我都认为它是分布式系统设计里较常用的工具之一。 + +这种方式的一个美妙之处就在于索引日志的时间戳就像时钟状态的一个副本——你可以用一个单独的数字描述每一个副本,这就是经过处理的日志的时间戳。时间戳与日志一一对应着整个副本的状态。 + +由于写进日志的内容的不同,也就有许多在系统中应用这个原则的不同方式。举个例子,我们记录一个服务的请求,或者服务从请求到响应的状态变化,或者它执行命令的转换。理论上来说,我们甚至可以为每一个副本记录一系列要执行的机器指令或者调用的方法名和参数。只要两个进程用相同的方式处理这些输入,这些进程就会保持副本的一致性。 + +一千个人眼中有一千种日志的用法。数据库工作者通常区分物理日志和逻辑日志。物理日志就是记录每一行被改变的内容。逻辑日志记录的不是改变的行而是那些引起行的内容被改变的SQL语句(insert,update和delete语句)。 + +分布式系统通常可以宽泛分为两种方法来处理数据和完成响应。“状态机器模型”通常引用一个主动-主动的模型——也就是我们为之记录请求和响应的对象。对此进行一个细微的更改,称之为“预备份模型”,就是选出一个副本做为leader,并允许它按照请求到达的时间来进行处理并从处理过程中输出记录其状态改变的日志。其他的副本按照leader状态改变的顺序而应用那些改变,这样他们之间达到同步,并能够在leader失败的时候接替leader的工作。 + +![](images/active_and_passive_arch.png) + +为了理解两种方式的不同,我们来看一个不太严谨的例子。假定有一个算法服务的副本,保持一个独立的数字作为它的状态(初始值为0),并对这个值进行加法和乘法运算。主动-主动方式应该会输出所进行的变换,比如“+1”,“\*2”等。每一个副本都会应用这些变换,从而得到同样的解集。主动-被动方式将会有一个独立的主体执行这些变换并输出结果日志,比如“1”,“3”,“6”等。这个例子也清楚的展示了为什么说顺序是保证各副本间一致性的关键:一次加法和乘法的顺序的改变将会导致不同的结果。 + +![](images/paxos_postcard.jpg) + +分布式日志可以理解为一致性问题模型的数据结构。因为日志代表了后续追加值的一系列决策。你需要重新审视Paxos算法簇,尽管日志模块是他们最常见的应用。 在Paxos算法中,它通常通过使用称之为多paxos的协议,这种协议将日志建模为一系列的问题,在日志中每个问题都有对应的部分。在ZAB, RAFT等其它的协议中,日志的作用尤为突出,它直接对维护分布式的、一致性的日志的问题建模。 + +我怀疑的是,我们就历史发展的观点是有偏差的,可能是由于过去的几十年中,分布式计算的理论远超过了其实际应用。在现实中,共识的问题是有点太简单了。计算机系统很少需要决定单个值,他们几乎总是处理成序列的请求。这样的记录,而不是一个简单的单值寄存器,自然是更加抽象。 + +此外,专注于算法掩盖了 抽象系统需要的底层的日志。我怀疑,我们最终会把日志中更注重作为一个商品化的基石,不论其是否以同样的方式 实施的,我们经常谈论一个哈希表而不是纠结我们 得到是不是具体某个细节的哈希表,例如线性或者带有什么什么其它变体哈希表。日志将成为一种大众化的接口,为大多数算法和其实现提升提供最好的保证和最佳的性能。 + +变更日志101: 表与事件的二相性 +------------------------- + +让我们继续聊数据库。数据库中存在着大量变更日志和表之间的二相性。这些日志有点类似借贷清单和银行的流程,数据库表就是当前的盈余表。如果你有大量的变更日志,你就可以使用这些变更用以创建捕获当前状态的表。这张表将记录每个关键点(日志中一个特别的时间点)的状态信息。这就是为什么日志是非常基本的数据结构的意义所在:日志可用来创建基本表,也可以用来创建各类衍生表。同时意味着可以存储非关系型的对象。 + +![](images/yin-yang.jpg) + +这个流程也是可逆的:如果你正在对一张表进行更新,你可以记录这些变更,并把所有更新的日志发布到表的状态信息中。这些变更日志就是你所需要的支持准实时的克隆。基于此,你就可以清楚的理解表与事件的二相性: 表支持了静态数据而日志捕获变更。日志的魅力就在于它是变更的完整记录,它不仅仅捕获了表的最终版本的内容,它还记录了曾经存在过的其它版本的信息。日志实质上是表历史状态的一系列备份。 + +这可能会引起你对源代码的版本管理。源代码管理和数据库之间有密切关系。版本管理解决了一个大家非常熟悉的问题,那就是什么是分布式数据系统需要解决的--- 时时刻刻在变化着的分布式管理。版本管理系统通常以补丁的发布为基础,这实际上可能是一个日志。您可以直接对当前 类似于表中的代码做出“快照”互动。你会注意到, 与其他分布式状态化系统类似,版本控制系统 当你更新时会复制日志,你希望的只是更新补丁并将它们应用到你的当前快照中。 + +最近,有些人从Datomic --一家销售日志数据库的公司得到了一些想法。这些想法使他们对如何 在他们的系统应用这些想法有了开阔的认识。 当然这些想法不是只针对这个系统,他们会成为 十多年分布式系统和数据库文献的一部分。 + +这可能似乎有点过于理想化。但是不要悲观!我们会很快把它实现。 + +接下来的内容 +------------------------- + +在这篇文章的其余部分,我将试图说明日志除了可用在分布式计算或者抽象分布式计算模型内部之外,还可用在哪些方面。其中包括: + +1. 数据集成-让机构的全部存储和处理系统里的所有数据很容易地得到访问。 +1. 实时数据处理-计算生成的数据流。 +1. 分布式系统设计-实际应用的系统是如何通过使用集中式日志来简化设计的。 + +所有这些用法都是通过把日志用做单独服务来实现的。 + +在上面任何一种用法里,日志的用途开始都是使用了日志所能提供的某个简单功能:生成永久的、可重现的历史记录。令人意外的是,问题的核心是可以让多少台机器以特定的方式,按照自身的速度重现历史记录的能力。 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part2.md b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part2.md new file mode 100644 index 0000000..794272b --- /dev/null +++ b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part2.md @@ -0,0 +1,210 @@ +第二部分:数据集成 +================================ + +请让我首先解释 一下“数据集成”是什么意思,还有为什么我觉得它很重要,之后我们再来看看它和日志有什么关系。 + +数据集成就是将数据组织起来,使得在与其有关的服务和系统中可以访问它们。“数据集成”(data integration)这个短语应该不止这么简单,但是我找不到一个更好的解释。而更常见的术语 ETL 通常只是覆盖了数据集成的一个有限子集(译注:ETL,Extraction-Transformation-Loading的缩写,即数据提取、转换和加载)——相对于关系型数据仓库。但我描述的东西很大程度上可以理解为,将ETL推广至实时系统和处理流程。 + +![](images/cabling.jpg) + +你一定不会听到数据集成就兴趣盎然屏住呼吸,并且天花乱坠的想到关于大数据的概念,不过,我相信世俗的问题“让数据可被访问” 是一个组织应该关注的有价值的事情。 + +对数据的高效使用遵循一种 [马斯洛的需要层次理论](http://en.wikipedia.org/wiki/Maslow%27s_hierarchy_of_needs) 。金字塔的基础部分包括捕获所有相关数据,能够将它们全部放到适当的处理环境(那个环境应该是一个奇妙的实时查询系统,或者仅仅是文本文件和python脚本)。这些数据需要以统一的方式建模,这样就可以方便读取和数据处理。如果这种以统一的方式捕获数据的基本需求得到满足,那么就可以在基础设施上以若干种方法处理这些数据——映射化简(MapReduce),实时查询系统,等等。 + +很明显,有一点值得注意:如果没有可靠的、完整的数据流,Hadoop集群除了象昂贵的且难于安装的空间取暖器哪样外不会做更多事情了。一旦数据和处理可用,人们就会关心良好数据模型和一致地易于理解的语法哪些更细致的问题。最后,人们才会关注更加高级的处理-更好的可视化、报表以及处理和预测算法。 + +以我的经验,大多数机构在数据金字塔的底部存在巨大的漏洞-它们缺乏可靠的、完整的数据流-而是打算直接跳到高级数据模型技术上。这样做完全是反着来做的。 + +因此,问题是我们如何构建通过机构内所有数据系统的可靠的数据流。 + +数据集成:两个并发症 +---------------------- + +两种趋势使数据集成变得更困难。 + +### 事件数据管道 + +第一个趋势是增长的事件数据(event data)。事件数据记录的是发生的事情,而不是存在的东西。在web系统中,这就意味着用户活动日志,还有为了可靠的操作以及监控数据中心的机器的目的,所需要记录的机器级别的事件和统计数字。人们倾向称它们为“日志数据”,因为它们经常被写到应用的日志中,但是这混淆了形式与功能。这种数据位于现代web的中心:归根结底,Google的资产是由这样一些建立在点击和映像基础之上的相关管道所生成的——那也就是事件。 + +这些东西并不是仅限于网络公司,只是网络公司已经完全数字化,所以它们更容易用设备记录。财务数据一直是面向事件的。[RFID](http://en.wikipedia.org/wiki/RFID)(无线射频识别)将这种跟踪能力赋予物理对象。我认为这种趋势仍将继续,伴随着这个过程的是传统商务活动的[数字化](http://online.wsj.com/article/SB10001424053111903480904576512250915629460.html)。 + +这种类型的事件数据记录下发生的事情,而且往往比传统数据库应用要大好几个数量级。这对于处理提出了重大挑战。 + +### 专门的数据系统的爆发 + +第二个趋势来自于专门的数据系统的[爆发](http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.68.9136),通常这些数据系统在最近的五年中开始变得流行,并且可以免费获得。专门的数据系统是为[OLAP](https://github.com/metamx/druid/wiki), [搜索](http://www.elasticsearch.org/), [简单](http://www.rethinkdb.com/) [在线](http://www.slideshare.net/amywtang/espresso-20952131) [存储](http://hadoop.apache.org/), [批处理](http://hadoop.apache.org/), [图像分析](http://graphlab.org/), [等](http://redis.io/) [等](http://spark.incubator.apache.org/) 而存在的。 + +更多的不同类型数据的组合,以及将这些数据存放到更多的系统中的愿望,导致了一个巨大的数据集成问题。 + +### 日志结构数据流 + +为了处理系统之间的数据流,日志是最自然的数据结构。其中的秘诀很简单: + +将所有组织的数据提取出来,并将它们放到一个中心日志,以便实时查阅。 + +每个逻辑数据源都可以建模为它自己的日志。一个数据源可以是一个应用程序的事件日志(如点击量或者页面浏览量),或者是一个接受修改的数据库表。每个订阅消息的系统都尽可能快的从日志读取信息,将每条新的记录保存到自己的存储,并且提升其在日志中的地位。订阅方可以是任意一种数据系统 —— 一个缓存,Hadoop,另一个网站中的另一个数据库,一个搜索系统,等等。 + +![](images/log_subscription.png) + +例如,日志针对每个更改给出了逻辑时钟的概念,这样所有的订阅方都可以被测量。推导不同的订阅系统的状态也因此变得相对简单的多,因为每个系统都有一个读取动作的“时间点”。 + +为了让这个显得更具体,我们考虑一个简单的案例,有一个数据库和一组缓存服务器集群。日志提供了一种同步更新所有这些系统,并推导出每一个系统的接触时间点的方法。我们假设写了一条日志X,然后需要从缓存做一次读取。如果我们想保证看到的不是陈旧的数据,我们只需保证没有从任何尚未复制X的缓存中读取即可。 + +日志也起到缓存的作用,使数据生产与数据消费相同步。由于许多原因这个功能很重要,特别是在多个订阅方消费数据的速度各不相同的时候。这意味着一个订阅数据系统可以宕机,或者下线维护,之后重新上线以后再赶上来:订阅方按照自己控制的节拍来消费数据。批处理系统,如Hadoop或者是一个数据仓库,或许只是每小时或者每天消费一次数据,而实时查询系统可能需要及时到秒。由于无论是原始数据源还是日志,都没有各种目标数据系统的相关知识,因此消费方系统可以被添加和删除,而无需传输管道的变化。 + +![](images/19202238_eoij.jpg) + +["每个工作数据管道设计得就像是一个日志;每个损坏的数据管道以其自己的方式损坏。"—Count Leo Tolstoy (由作者翻译)](http://en.wikipedia.org/wiki/Anna_Karenina_principle) + +特别重要的是:目标系统只知道日志,不知道数据源系统的任何细节。消费方系统自身无需考虑数据到底是来自于一个RDBMS(关系型数据库管理系统Relational Database Management System),一种新型的键值存储,或者它不是由任何形式的实时查询系统所生成的。这似乎是一个小问题,但实际上是至关重要的。 + +这里我使用术语“日志”取代了“消息系统”或者“发布-订阅”,因为它在语义上更明确,并且对支持数据复制的实际实现这样的需求,有着更接近的描述。我发现“发布订阅”并不比间接寻址的消息具有更多的含义——如果你比较任何两个发布-订阅的消息传递系统的话,你会发现他们承诺的是完全不同的东西,而且大多数模型在这一领域都不是有用的。你可以认为日志是一种消息系统,它具有持久性保证和强大的订阅语义。在分布式系统中,这个通信模型有时有个(有些可怕的)名字叫做[原子广播](http://en.wikipedia.org/wiki/Atomic_broadcast)。 + +值得强调的是,日志仍然只是基础设施。这并不是管理数据流这个故事的结束:故事的其余部分围绕着元数据,模式,兼容性,以及处理数据结构的所有细节及其演化。除非有一种可靠的,一般的方法来处理数据流运作,语义在其中总是次要的细节。 + +在 LinkedIn(SNS社交网站) +--------------------------- + +在LinkedIn从集中式关系数据库向分布式系统集合转化的过程中,我看到这个数据集成问题迅速演变。 + +现在主要的数据系统包括: + +- [搜索](http://data.linkedin.com/projects/search) +- [社交图谱](http://engineering.linkedin.com/real-time-distributed-graph/using-set-cover-algorithm-optimize-query-latency-large-scale-distributed) +- [Voldemort](http://project-voldemort.com/) (键值存储)(译注:一种分布式数据库) +- [Espresso](http://data.linkedin.com/projects/espresso) (文档存储) +- [推举引擎](http://www.quora.com/LinkedIn-Recommendations/How-does-LinkedIns-recommendation-system-work) +- OLAP查询引擎(译注:OLAP联机分析技术) +- [Hadoop](http://hadoop.apache.org/) +- [Terradata](http://www.teradata.com/) +- [Ingraphs](http://engineering.linkedin.com/52/autometrics-self-service-metrics-collection) (监控图表和指标服务) + +这些都是专门的分布式系统,在其专业领域提供先进的功能。 + +![](images/linkedin.png) + +这种使用日志作为数据流的思想,甚至在我到这里之前就已经与LinkedIn相伴了。我们开发的一个最早的基础设施之一,是一种称为[databus](https://github.com/linkedin/databus) 的服务,它在我们早期的Oracle表上提供了一种日志缓存抽象,可伸缩订阅数据库修改,这样我们就可以很好支持我们的社交网络和搜索索引。 + +我会给出一些历史并交代一下上下文。我首次参与到这些大约是在2008年左右,在我们转移键值存储之后。我的下一个项目是让一个工作中的Hadoop配置演进,并给其增加一些我们的推荐流程。由于缺乏这方面的经验,我们自然而然的安排了数周计划在数据的导入导出方面,剩下的时间则用来实现奇妙的预测算法。这样我们就开始了长途跋涉。 + +我们本来计划是仅仅将数据从现存的Oracle数据仓库中剖离。但是我们首先发现将数据从Oracle中迅速取出是一种黑暗艺术。更糟的是,数据仓库的处理过程与我们为Hadoop而计划的批处理生产过程不适合——其大部分处理都是不可逆转的,并且与即将生成的报告具体相关。最终我们采取的办法是,避免使用数据仓库,直接访问源数据库和日志文件。最后,我们为了[加载数据到键值存储](http://data.linkedin.com/blog/2009/06/building-a-terabyte-scale-data-cycle-at-linkedin-with-hadoop-and-project-voldemort) 并生成结果,实现了另外一种管道。 + +这种普通的数据复制最终成为原始开发项目的主要内容之一。糟糕的是,在任何时间任意管道都有一个问题,Hadoop系统很大程度上是无用的——在错误的数据基础上运行奇特的算法,只会产生更多的错误数据。 + +虽然我们已经以一种通用的方式创建事物,但是每个数据源都需要自定义配置安装。这也被证明是巨量错误与失败的根源。我们在Hadoop上实现的网站功能已经开始流行起来,同时我们发现我们有一长串感兴趣的工程师。每个用户都有他们想要集成的一系列系统,他们想要的一系列新数据源。 + +![](images/sisyphus.jpg) + +古希腊时代的 ETL(提取转换加载Extract Transform and Load)。并没有太多变化。 + +有些东西在我面前开始渐渐清晰起来。 + +首先,我们已建成的通道虽然有一些杂乱,但实质上它们是很有价值的。在采用诸如Hadoop的新的处理系统生成可用数据的过程,它开启了大量的可能性。 基于这些数据过去很难实现的计算,如今变为可能。 许多新的产品和分析技术都来源于把分片的数据放在一起,这些数据过被锁定在特定的系统中。 + +第二, 众所周知,可靠的数据加载需要数据通道的深度支持。如果我们可以捕获所有我们需要的结构,我就就可以使得Hadoop数据全自动的加载,这样就不需要额外的操作来增加新的数据源或者处理模式变更--数据就会自动的出现在HDFS,Hive表就会自动的生成对应于新数据源的恰当的列。 + +第三,我们的数据覆盖率仍然非常低。如果你查看存储于Hadoop中的可用的Linked 数据的全部百分比,它仍然是不完整的。花费大量的努力去使得各个新的数据源运转起来,使得数据覆盖度完整不是一件容易的事情。 + +我们正在推行的,为每个数据源和目标增建客户化数据加载,这种方式很显然是不可行的。我们有大量的数据系统和数据仓库。把这些系统和仓库联系起来,就会导致任意一对系统会产生如下所示的客户化通道。 + +![](images/datapipeline_complex.png) + +需要注意的是:数据是双向流动的:例如许多系统诸如数据库和Hadoop既是数据转化的来源又是数据转化的目的地。这就意味着我们我们不必为每个系统建立两个通道:一个用于数据输入,一个用于数据输出。 + +这显然需要一大群人,而且也不具有可操作性。随着我们接近完全连接,最终我们将有差不多O(N2)条管道。 + +替代的,我们需要像这样通用的东西: + +![](images/datapipeline_simple.png) + +我们需要尽可能的将每个消费者与数据源隔离。理想情形下,它们应该只与一个单独的数据仓库集成,并由此让他们能访问到所有东西。 + +这个思想是增加一个新的数据系统——或者它是一个数据源或者它是一个数据目的地——让集成工作只需连接到一个单独的管道,而无需连接到每个数据消费方。 + +这种经历使得我关注创建Kafka来关联我们在消息系统所见的与数据库和分布式系统内核所发布的日志。我们希望一些实体作为中心的通道,首先用于所有的活动数据,逐步的扩展到其他用途,例如Hadoop外的数据实施,数据监控等。 + +在相当长的时间内,Kafka是独一无二的底层产品,它既不是数据库,也不是日志文件收集系统,更不是传统的消息系统。但是最近Amazon提供了非常类似Kafka的服务,称之为Kinesis.相似度包括了分片处理的方式,数据的保持,甚至包括在Kafka API中,有点特别的高端和低端消费者分类。我很开心看到这些,这表明了你已经创建了很好的底层协议,AWS已经把它作为服务提供。他们对此的期待与我所描述的吻合:通道联通了所有的分布式系统,诸如DynamoDB, RedShift, S3等,它同时作为使用EC2进行分布式流处理的基础。 + +### 与ETL和数据仓库的关系 + +我们再来聊聊数据仓库。数据仓库是清洗和归一数据结构用于支撑数据分析的仓库。这是一个伟大的理念。对不熟悉数据仓库概念的人来说,数据仓库方法论包括了:周期性的从数据源抽取数据,把它们转化为可理解的形式,然后把它导入中心数据仓库。对于数据集中分析和处理,拥有高度集中的位置存放全部数据的原始副本是非常宝贵的资产。在高层级上,也许你抽取和加载数据的顺序略微调整,这个方法论不会有太多变化,无论你使用传统的数据仓库Oracle还是Teradata或者Hadoop。 + +数据仓库是极其重要的资产,它包含了原始的和规整的数据,但是实现此目标的机制有点过时了。 + +![](images/oracle.jpg) + +对以数据为中心的组织关键问题是把原始的归一数据联结到数据仓库。数据仓库是批处理的基础查询:它们适用于各类报表和临时性分析,特别是当查询包含了简单的计数、聚合和过滤。但是如果一个批处理系统仅仅包含了原始的完整的数据的数据仓库,这就意味着这些数据对于实时数据处理、搜索索引和系统监控等实时的查询是不可用的。 + +依我之见,ETL包括两件事:首先,它是抽取和数据清洗过程--特别是释放被锁在组织的各类系统中的数据,移除系统专有的无用物。第二,依照数据仓库的查询重构数据。例如使其符合关系数据库类型系统,强制使用星号、雪花型模式,或者分解为高性能的柱状格式等。合并这两者是有困难的。这些规整的数据集应当可以在实时或低时延处理中可用,也可以在其它实施存储系统索引。 + +在我看来,正是因为这个原因有了额外好处:使得数据仓库ETL更具了组织级的规模。数据仓库的精典问题是数据仓库负责收集和清洗组织中各个组所生成的全部数据。各组织的动机是不同的,数据的生产者并不知晓在数据仓库中数据的使用情况,最终产生的数据很难抽取,或者需要花费规模化的转化才可以转化为可用的形式。当然, 中心团队不可能恰到好处的掌握规模,使得这规模刚好与组织中其它团队相匹配,因此数据的覆盖率常常差别很大,数据流是脆弱的同时变更是缓慢的。 + +较好的方法是有一个中心通道,日志和用于增加数据的定义良好的API。与通道集成的且提供良好的结构化的数据文件的职责依赖于数据的生产者所生成的数据文件。这意味着在设计和实施其它系统时应当考虑数据的输出以及输出的数据如何转化为结构良好的形式并传递给中心通道。增加新的存储系统倒是不必因为数据仓库团队有一个中心结点需要集成而关注数据仓库团队。数据仓库团队仅需处理简单的问题,例如从中心日志中加载结构化的数据,向其它周边系统实施个性化的数据转化等。 + +![](images/pipeline_ownership.png) + +如图所示:当考虑在传统的数据仓库之外增加额外的数据系统时,组织结构的可扩展性显得尤为重要。例如,可以考虑为组织的完整的数据集提供搜索功能。或者提供二级的数据流监控实时数据趋势和告警。无论是这两者中的哪一个,传统的数据仓库架构甚至于Hadoop聚簇都不再适用。更糟的是,ETL的流程通道的目的就是支持数据加载,然而ETL似乎无法输出到其它的各个系统,也无法通过引导程序,使得这些外围的系统的各个架构成为适用于数据仓库的重要资产。这就不难解释为什么组织很难轻松的使用它的全部数据。反之,如果组织已建立起了一套标准的、结构良好的数据,那么任何新的系统要使用这些数据仅仅需要与通道进行简单的集成就可以实现。 + +这种架构引出了数据清理和转化在哪个阶段进行的不同观点: + +- 由数据的生产者在把数据增加到公司全局日志之前。 +- 在日志的实时转化阶段进行,这将会产生一个新的转化日志。 +- 在向目标系统加载数据时,做为加载过程的一部分进行。 + +理想的模形是:由数据的生产者在把数据发布到日志之前对数据进行清理。这样可以确保数据的权威性,不需要维护其它的遗留物例如为数据产生的特殊处理代码或者维护这些数据的其它的存储系统。这些细节应当由产生数据的团队来处理,因为他们最了解他们自己的数据。这个阶段所使用的任何逻辑都应该是无损的和可逆的。 + +任何可以实时完成的增值转化类型都应当基于原始日志进行后期处理。这一过程包括了事件数据的会话流程,或者增加大众感兴趣的衍生字段。原始的日志仍然是可用的,但是这种实时处理产生的衍生日志包含了参数数据。 + +最终,只有针对目标系统的聚合需要做了加载流程的一部分。它包括了把数据转化成特定的星型或者雪花状模式,从而用于数据仓库的分析和报表。因为在这个阶段,大部分自然的映射到传统的ETL流程中,而现在它是在一个更加干净和规整的数据流集在进行的,它将会更加的简单。 + +### 日志文件和事件 + +我们再来聊聊这种架构的优势:它支持解耦和事件驱动的系统。 + +在网络行业取得活动数据的典型方法是把它记为文本形式的日志,这些文本文件是可分解进入数据仓库或者Hadoop,用于聚合和查询处理的。由此产生的问题与所有批处理的ETL的问题是相同的:它耦合了数据流进入数据仓库系统的能力和流程的调度。 + +在LinkedIn中,我们已经以中心日志的方式构建了事件数据处理。我们正在使用Kafka做为中心的、多订阅者事件日志。我们已经定义了数百种事件类型,每种类型都会捕获用于特定类型动作的独特的属性。这将会覆盖包括页面视图、表达式、搜索以及服务调用、应用异常等方方面面。 + +为了进一步理解这一优势:设想一个简单的事务--在日志页面显示已发布的日志。这个日志页面应当只包括显示日志所需要的逻辑。然而,在相当多的动态站点中,日志页面常常变的添加了很多与显示日志无关的逻辑。例如,我们将对如下的系统进行集成: + +- 需要把数据传送到Hadoop和数据仓库中用于离线数据处理。 +- 需要对视图进行统计,确保视图订阅者不会攻击一些内容片段。 +- 需要聚合这些视图,视图将用于作业发布者的分析页面显示。 +- 需要记录视图以确保我们为作业推荐的使用者提供了恰当的印象覆盖,我们不想一次次的重复同样的事情。 +- 推荐系统需要记录日志用于正确的跟踪作业的普及度。 +- 等等。 + +不久,简单的作业显示变得相当的复杂。我们增加了作业显示的其它终端--移动终端应用等--这些逻辑必须继续存在,复杂度不断的增加。更糟的是我们需要与之做接口交互的系统现在是错综复杂的--在为显示日作业而工作的工程师们需要知晓多个其它系统和它们的特征,才可以确保它们被正确的集成了。这仅仅是问题的简单版本,真实的的应用系统只会更加的复杂。 + +“事件驱动”的模式提供了一种简化这类问题的机制。作业显示页面现在只显示作业并记录与正在显示的作业,作业订阅者相关的其它属性,和其它与作业显示相关的其它有价值的属性。每个与此相关的其它系统诸如推荐系统、安全系统、作业推送分析系统和数据仓库,所有这些只是订阅种子文件,并进行它们的操作。显示代码并不需要关注其它的系统,也不需要因为增加了数据的消费者而相应的进行变更。 + +构建可伸缩的日志 +-------------------------- + +当然,把发布者与订阅者分离不再是什么新鲜事了。但是如果你想要确保提交日志的行为就像多个订阅者实时的分类日志那样记录网站发生的每件事时,可扩展性就会成为你所面临的首要挑战。如果我们不能创建快速、高性价比和可扩展性灵活的日志以满足实际的可扩展需求,把日志做为统一的集成机制不再是美好的想像, + +人们普遍认为分布式日志是缓慢的、重量经的概念(并且通常会把它仅仅与“原数据”类型的使用联系起来,对于这类使用Zookeeper可以适用)。但是深入实现并重点关注分类记录大规模的数据流,这种需求是不切实际的。在LinkedIn, 我们现在每天通过Kafka运行着超过600亿个不同的消息写入点(如果统计镜相与数据中心之间的写入,那么这个数字会是数千亿。) + +我们在Kafk中使用了一些小技巧来支持这种可扩展性: + +1. 日志分片 +1. 通过批处理读出和写入优化吞吐力 +1. 规避无用的数据复制。 + +为了确保水平可扩展性,我们把日志进行切片: + +![](images/partitioned_log.png) + +每个切片都是一篇有序的日志,但是各片之间没有全局的次序(这个有别于你可能包含在消息中的挂钟时间)。把消息分配到特定的日志片段这是由写入者控制的,大部分使用者会通过用户ID等键值来进行分片。分片可以把日志追加到不存在协作的片段之间,也可以使系统的吞吐量与Kafka聚簇大小成线性比例关系。 + +每个分片都是通过可配置数量的复制品复制的,每个复制品都有分片的一份完全一致的拷贝。无论何时,它们中的任一个都可以做为主分片,如果主分片出错了,任何一个复制品都可以接管并做为主分片。 + +缺少跨分片的全局顺序是这个机制的局限性,但是我们不认为它是最主要的。事实上,与日志的交互主要来源于成百上千个不同的流程,以致于对于它们的行为排一个总体的顺序是没什么意义的。相反,我们可以确保的是我们提供的每个分片都是按顺序保留的。Kafka保证了追加到由单一发送者送出的特定分片会按照发送的顺序依次处理。 + +日志,就像文件系统一样,是容易优化成线性可读可写的样式的。日志可以把小的读入和写出组合成大的、高吞吐量的操作。Kafka一直至立于实现这一优化目标。批处理可以发生在由客户端向服务器端发送数据、写入磁盘;在服务器各端之间复制;数据传递给消费者和确认提交数据等诸多环节。 + +最终,Kafka使用简单的二进制形式维护内存日志,磁盘日志和网络数据传送。这使得我们可以使用包括“[0数据复制传送](https://www.ibm.com/developerworks/library/j-zerocopy)”在内的大量的优化机制。 + +这些优化的积累效应是你常常进行的写出和读入数据的操作可以在磁盘和网络上得到支持,甚至于维护内存以外的大量数据集。 + +这些详细记述并不意味着这是关于Kafka的主要内容,那么我就不需要了解细节了。你可阅读到更多的关于LinkedIn的方法在这个[链接](http://sites.computer.org/debull/A12june/pipeline.pdf),和Kafka的设计总述在这个[链接](http://kafka.apache.org/documentation.html#design)。 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part3.md b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part3.md new file mode 100644 index 0000000..5aa63d5 --- /dev/null +++ b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part3.md @@ -0,0 +1,84 @@ +第三部分:日志和实时流处理 +================================= + +到此为止,我只是描述从端到端数据复制的理想机制。但是在存储系统中搬运字节不是所要讲述内容的全部。最终我们发现日志是流的另一种说法,日志是[流处理](http://highlyscalable.wordpress.com/2013/08/20/in-stream-big-data-processing/)的核心。 + +但是,等等,什么是流处理呢? + +如果你是90年代晚期或者21世纪初[数据库](http://cs.brown.edu/research/aurora/vldb03_journal.pdf) [文化](http://db.cs.berkeley.edu/papers/cidr03-tcq.pdf)或者[数据](http://www-03.ibm.com/software/products/us/en/infosphere-streams) [基础架构](http://en.wikipedia.org/wiki/StreamBase_Systems) [产品](http://en.wikipedia.org/wiki/Truviso)的爱好者,那么你就可能会把流处理与建创SQL引擎或者创建“箱子和箭头”接口用于事件驱动的处理等联系起来。 + +如果你关注开源数据库系统的大量出现,你就可能把流处理和一些开源数据库系统关联起来,这些系统包括了:[Storm](http://storm-project.net/),[Akka](http://akka.io/),[S4](http://incubator.apache.org/s4)和[Samza](http://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying).但是大部分人会把这些系统作为异步消息处理系统,这些系统与支持群集的远程过程调用层的应用没什么差别(而事实上在开源数据库系统领域某些方面确实如此)。 + +这些视图都有一些局限性。流处理与SQL是无关的。它也局限于实时流处理。不存在内在的原因限制你不能处理昨天的或者一个月之前的流数据,且使用多种不同的语言表达计算。 + +![](images/19202244_GPDx.jpg) + +我把流处理视为更广泛的概念:持续数据流处理的基础架构。我认为计算模型可以像MapReduce或者分布式处理架构一样普遍,但是有能力处理低时延的结果。 + +处理模型的实时驱动是数据收集方法。成批收集的数据是分批处理的。数据是不断收集的,它也是按顺序不断处理的。 + +美国的统计调查就是成批收集数据的良好典范。统计调查周期性的开展,通过挨门挨户的走访,使用蛮力发现和统计美国的公民信息。1790年统计调查刚刚开始时这种方式是奏效的。那时的数据收集是批处理的,它包括了骑着马悠闲的行进,把信息写在纸上,然后把成批的记录传送到人们统计数据的中心站点。现在,在描述这个统计过程时,人们立即会想到为什么我们不保留出生和死亡的记录,这样就可以产生人口统计信息这些信息或是持续的或者是其它维度的。 + +这是一个极端的例子,但是大量的数据传送处理仍然依赖于周期性的转储,批量转化和集成。处理大容量转储的唯一方法就是批量的处理。但是随着这些批处理被持续的供给所取代,人们自然而然的开始不间断的处理以平滑的处理所需资源并且消除延迟。 + +例如LinkedIn几乎没有批量数据收集。大部分的数据或者是活动数据或者是数据库变更,这两者都是不间断发生的。事实上,你可以想到的任何商业,正如:Jack Bauer告诉我们的,低层的机制都是实时发生的不间断的流程事件。数据是成批收集的,它总是会依赖于一些人为的步骤,或者缺少数字化或者是一些自动化的非数字化流程处理的遗留信息。当传送和处理这些数据的机制是邮件或者人工的处理时,这一过程是非常缓慢的。首轮自动化总是保持着最初的处理形式,它常常会持续相当长的时间。 + +每天运行的批量处理作业常常是模拟了一种一天的窗口大小的不间断计算。当然,低层的数据也经常变化。在LinkedIn,这些是司空见贯的,并且使得它们在Hadoop运转的机制是有技巧的,所以我们实施了一整套管理增量的Hadoop工作流的架构。 + +由此看来,对于流处理可以有不同的观点。流处理包括了在底层数据处理的时间概念,它不需要数据的静态快照,它可以产生用户可控频率的输出,而不用等待数据集的全部到达。从这个角度上讲,流处理就是广义上的批处理,随着实时数据的流行,会儿更加普遍。 + +这就是为什么从传统的视角看来流处理是利基应用。我个人认为最大的原因是缺少实时数据收集使得不间断的处理成为了学术性的概念。 + +我想缺少实时数据收集就像是商用流处理系统注定的命运。他们的客户仍然需要处理面向文件的、每日批量处理ETL和数据集成。公司建设流处理系统关注的是提供附着在实时数据流的处理引擎,但是最终当时极少数人真正使用了实时数据流。事实上,在我在LinkedIn工作的初期,有一家公司试图把一个非常棒的流处理系统销售给我们,但是因为当时我们的全部数据都按小时收集在的文件里,当时我们提出的最好的应用就是在每小时的最后把这些文件输入到流处理系统中。他们注意到这是一个普遍性的问题。这些异常证明了如下规则:流处理系统要满足的重要商业目标之一是:财务, 它是实时数据流已具备的基准,并且流处理已经成为了瓶颈。 + +甚至于在一个健康的批处理系统中,流处理作为一种基础架构的实际应用能力是相当广泛的。它跨越了实时数据请求-应答服务和离线批量处理之间的鸿沟。现在的互联网公司,大约25%的代码可以划分到这个类型中。 + +最终这些日志解决了流处理中绝大部分关键的技术问题。在我看来,它所解决的最大的问题是它使得多订阅者可以获得实时数据。对这些技术细节感兴趣的朋友,我们可以用开源的[Samza](http://samza.incubator.apache.org/),它是基于这些理念建设的一个流处理系统。这些应用的更多技术细节我们在[此文档](http://samza.incubator.apache.org/learn/documentation/0.7.0)中有详细的描述。 + +数据流图 +------------------ + +![](images/dag.png) + +流处理最有趣的角度是它与流处理系统内部无关,但是与之密切相关的是如何扩展了我们谈到的早期数据集成的数据获取的理念。我们主要讨论了基础数据的获取或日志--事件和各类系统执行中产生的数据等。但是流处理允许我们包括了计算其它数据的数据。这些衍生的数据在消费者看来与他们计算的原始数据没什么差别。这些衍生的数据可以按任意的复杂度进行压缩。 + +让我们再深入一步。我们的目标是:流处理作业可以读取任意的日志并把日志写入到日志或者其它的系统中。他们用于输入输出的日志把这些处理关联到一组处理过程中。事实上,使用这种样式的集中日志,你可以把组织全部的数据抓取、转化和工作流看成是一系列的日志和写入它们的处理过程。 + +流处理器根本不需要理想的框架:它可能是读写日志的任何处理器或者处理器集合,但是额外的基础设施和辅助可以提供帮助管理处理代码。 + +日志集成的目标是双重的: + +首先,它确保每个数据集都有多个订阅者和有序的。让我们回顾一下状态复制原则来记住顺序的重要性。为了使这个更加具体,设想一下从数据库中更新数据流--如果在处理过程中我们把对同一记录的两次更新重新排序,可能会产生错误的输出。 TCP之类的链接仅仅局限于单一的点对点链接,这一顺序的持久性要优于TCP之类的链接,它可以在流程处理失败和重连时仍然存在。 + +第二,日志提供了流程的缓冲。这是非常基础的。如果处理流程是非同步的,那么上行生成流数据的作业比下行消费流数据的作业运行的更快。这将会导致处理流程阻塞,或者缓冲数据,或者丢弃数据。丢弃数据并不是可行的方法,阻塞将会导致整个流程图立即停止。 日志实际上是一个非常大的缓冲,它允许流程重启或者停止但不会影响流程图其它部分的处理速度。如果要把数据流扩展到更大规模的组织,如果处理作业是由多个不同的团队提供的,这种隔离性是极其重的。我们不能容忍一个错误的作业引发后台的压力,这种压力会使得整个处理流程停止。 + +Storm和Sama这两者都是按非同步方式设计的,可以使用Kafka或者其它类似的系统作为它们的日志。 + +### 有状态的实时流处理 + +一些实时流处理在转化时是无状态的记录。在流处理中大部分的应用会是相当复杂的统计、聚合、不同窗口之间的关联。例如有时人们想扩大包含用户操作信息的事件流(一系列的单击动作)--实际上关联了用户的单击动作流与用户的账户信息数据库。不变的是这类流程最终会需要由处理器维护的一些状态信息。例如数据统计时,你需要统计到目前为止需要维护的计数器。如果处理器本身失败了,如何正确的维护这些状态信息呢? + +最简单的替换方案是把这些状态信息保存在内存中。但是如果流程崩溃,它就会丢失中间状态。如果状态是按窗口维护的,流程就会回退到日志中窗口开始的时间点上。但是,如果统计是按小时进行的,那么这种方式就会变得不可行。 + +另一个替换方案是简单的存储所有的状态信息到远程的存储系统,通过网络与这些存储关联起来。这种机制的问题是没有本地数据和大量的网络间通信。 + +我们如何支持处理过程可以像表一样分区的数据呢? + +回顾一下关于表和日志二相性的讨论。这一机制提供了工具把数据流转化为与处理过程协同定位的表,同时也提供了这些表的容错处理的机制。 + +流处理器可以把它的状态保存在本地的表或索引--[bdb](http://www.oracle.com/technetwork/products/berkeleydb),或者[leveldb](https://code.google.com/p/leveldb),甚至于类似于[Lucene](http://lucene.apache.org/) 或[fastbit](https://sdm.lbl.gov/fastbit)一样不常见的索引。这些内容存储在它的输入流中(或许是使用任意的转化)。生成的变更日志记录了本地的索引,它允许存储事件崩溃、重启等的状态信息。流处理提供了通用的机制用于在本地输入流数据的随机索引中保存共同分片的状态。 + +当流程运行失败时,它会从变更日志中恢复它的索引。每次备份时,日志把本地状态转化成一系列的增量记录。 + +这种状态管理的方法有一个优势是把处理器的状态也做为日志进行维护。我们可以把这些日志看成与数据库表相对应的变更日志。事实上,这些处理器同时维护着像共同分片表一样的表。因为这些状态它本身就是日志,其它的处理器可以订阅它。如果流程处理的目标是更新结点的最后状态,这种状态又是流程的输出,那么这种方法就显得尤为重要。 + +为了数据集成,与来自数据库的日志关联,日志和数据库表的二象性就更加清晰了。变更日志可以从数据库中抽取出来,日志可以由不同的流处理器(流处理器用于关联不同的事件流)按不同的方式进行索引。 + +我们可以列举在Samza中有状态流处理管理的更多细节和大量实用的[例子](http://samza.incubator.apache.org/learn/documentation/0.7.0/container/state-management.html)。 + +日志压缩 +------------------------ + +当然,我们不能奢望保存全部变更的完整日志。除非想要使用无限空间,日志不可能完全清除。为了澄清它,我们再来聊聊Kafka的实现。在Kafka中,清理有两种选择,这取决于数据是否包括关键更新和事件数据。对于事件数据,Kafka支持仅维护一个窗口的数据。通常,配置需要一些时间,窗口可以按时间或空间定义。虽然对于关键数据而言,完整日志的重要特征是你可以重现源系统的状态信息,或者在其它的系统重现。 + +随着时间的推移,保持完整的日志会使用越来越多的空间,重现所耗费的时间越来越长。因些在Kafka中,我们支持不同类型的保留。我们移除了废弃的记录(这些记录的主键最近更新过)而不是简单的丢弃旧日志。我们仍然保证日志包含了源系统的完整备份,但是现在我们不再重现原系统的全部状态,而是仅仅重现最近的状态。我们把这一特征称为[日志压缩](https://cwiki.apache.org/confluence/display/KAFKA/Log+Compaction)。 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part4.md b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part4.md new file mode 100644 index 0000000..5b6696a --- /dev/null +++ b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/part4.md @@ -0,0 +1,76 @@ +第四部分:系统建设 +=============================== + +我们最后要讨论的是在线数据系统设计中日志的角色。 + +在分布式数据库数据流中日志的角色和在大型组织机构数据完整中日志的角色是相似的。在这两个应用场景中,日志是对于数据源是可靠的,一致的和可恢复的。组织如果不是一个复杂的分布式数据系统呢,它究竟是什么? + +分类计价吗? +----------------- + +如果换个角度,你可以看到把整个组织系统和数据流看做是单一的分布式数据系统。你可以把所有的子查询系统(诸如Redis, SOLR,Hive表等)看成是数据的特定索引。你可以把Storm或Samza一样的流处理系统看成是发展良好的触发器和视图具体化机制。我已经注意到,传统的数据库管理人员非常喜欢这样的视图,因为它最终解释了这些不同的数据系统到底是做什么用的--它们只是不同的索引类型而已。 + +不可否认这类数据库系统现在大量的出现,但是事实上,这种复杂性一直都存在。即使是在关系数据库系统的鼎盛时期,组织中有大量的关系数据库系统。或许自大型机时代开始,所有的数据都存储在相同的位置,真正的集成是根本不存在的。存在多种外在需求,需要把数据分解成多个系统,这些外在需求包括:规模、地理因素、安全性,性能隔离是最常见的因素。这些需求都可以由一个优质的系统实现:例如,组织可以使用单一的Hadoop聚簇,它包括了全部的数据,可以服务于大型的和多样性的客户。 + +因此在向分布式系统变迁的过程中,已经存在一种处理数据的简便的方法:把大量的不同系统的小的实例聚合成为大的聚簇。许多的系统还不足以支持这一方法:因为它们不够安全,或者性能隔离性得不到保证,或者规模不符合要求。不过这些问题都是可以解决的。 + +依我之见,不同系统大量出现的原因是建设分布式数据库系统很困难。通过削减到单一的查询或者用例,每个系统都可以把规模控制到易于实现的程度。但是运行这些系统产生的复杂度依然很高。 + +未来这类问题可能的发展趋势有三种: + +第一种可能是保持现状:孤立的系统还会或长或短的持续一段时间。这是因为建设分布式系统的困难很难克服,或者因为孤立系统的独特性和便捷性很难达到。基于这些原因,数据集成的核心问题仍然是如何恰当的使用数据。因此,集成数据的外部日志非常的重要。 + +第二种可能是重构:具备通用性的单一的系统逐步融合多个功能形成超极系统。这个超级系统表面看起来类似关系数据库系统,但是在组织中你使用时最大的不同是你只需要一个大的系统而不是无数个小系统。在这个世界里,除了在系统内已解决的这个问题不存在什么真正的数据集成问题。我想这是因为建设这样的系统的实际困难。 + +虽然另一种可能的结果对于工程师来说是很有吸引力的。新一代数据库系统的特征之一是它们是完全开源的。开源提供了一种可能性:数据基础架构不必打包成服务集或者面向应用的系统接口。在Java栈中,你可以看到在一定程度上,这种状况已经发生了。 + +- [Zookeeper](http://zookeeper.apache.org/)用于处理多个系统之间的协调,或许会从诸如[Helix](http://helix.incubator.apache.org/) 或者[Curator](http://curator.incubator.apache.org/)等高级别的抽象中得到一些帮助。 +- [Mesos](http://mesos.apache.org/)和[YARN](http://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html)用于处理流程可视化和资源管理。 +- [Lucene](http://lucene.apache.org/)和[LevelDB](https://code.google.com/p/leveldb)等嵌入式类库做为索引。 +- [Netty](http://netty.io/),[Jetty](http://www.eclipse.org/jetty)和[Finagle](http://twitter.github.io/finagle),[rest.li](http://rest.li/)等封装成高级别的用于处理远程通信。 +- [Avro](http://avro.apache.org/),[Protocol Buffers](https://code.google.com/p/protobuf),[Thrift](http://thrift.apache.org/)和[umpteen zillion](https://github.com/eishay/jvm-serializers/wiki)等其它类库用于处理序列化。 +- [Kafka](http://kafka.apache.org/)和[Bookeeper](http://zookeeper.apache.org/bookkeeper)提供支持日志。 + +如果你把这些堆放在一起,换个角度看,它有点像是简化版的分布式数据库系统工程。你可以把这些拼装在一起,创建大量的可能的系统。显而易见,现在探讨的不是最终用户所关心的API或者如何实现,而是在不断多样化和模块化的过程中如何设计实现单一系统的途径。因为随着可靠的、灵活的模块的出现,实施分布式系统的时间周期由年缩减为周,聚合形成大型整体系统的压力逐步消失。 + +日志文件在系统结构中的地位 +--------------------------------- + +那些提供外部日志的系统如今已允许个人电脑抛弃他们自身复杂的日志系统转而使用共享日志。在我看来,日志可以做到以下事情: + +- 通过对节点的并发更新的排序处理数据的一致性(无论在及时还是最终情况下) +- 提供节点之间的数据复制 +- 提供”commit“语法(只有当写入器确保数据不会丢失时才会写入) +- 位系统提供外部的数据订阅资源 +- 提供存储失败的复制操作和引导新的复制操作的能力 +- 处理节点间的数据平衡 + +这实际上是一个数据分发系统最重要的部分,剩下的大部分内容与终端调用的API和索引策略相关。这正是不同系统间的差异所在,例如:一个全文本查询语句需要查询所有的分区,而一个主键查询只需要查询负责键数据的单个节点就可以了。 + +下面我们来看下该系统是如何工作的。系统被分为两个逻辑区域:日志和服务层。日志按顺序捕获状态变化,服务节点存储索引提供查询服务需要的所有信息(键-值的存储可能以B-tree或SSTable的方式进行,而搜索系统可能存在与之相反的索引)。写入器可以直接访问日志,尽管需要通过服务层代理。在写入日志的时候会产生逻辑时间戳(即log中的索引),如果系统是分段式的,那么就会产生与段数目相同数量的日志文件和服务节点,这里的数量和机器数量可能会有较大差距。 + +![](images/system.png) + +服务节点订阅日志信息并将写入器按照日志存储的顺序尽快应用到它的本地索引上。 + +客户端只要在查询语句中提供对应的写入器的时间戳,它就可以从任何节点中获取”读写“语义。服务节点收到该查询语句后会将其中的时间戳与自身的索引比较,如果必要,服务节点会延迟请求直到对应时间的索引建立完毕,以免提供旧数据。 + +服务节点或许根本无需知道”控制“或”投标选择(leader election)“的概念,对很多简单的操作,服务节点可以爱完全脱离领导的情况下提供服务,日志即是信息的来源。 + +分发系统所需要做的其中一个比较复杂的工作,就是修复失败节点并移除几点之间的隔离。保留修复的数据并结合上各区域内的数据快照是一种较为典型的做法,它与保留完整的数据备份并从[垃圾箱内回收日志](https://cwiki.apache.org/confluence/display/KAFKA/Log+Compaction)的做法几乎等价。这就使得服务层简单了很多,日志系统也更有针对性。 + +有了这个日志系统,你可以订阅到API,这个API提供了把ETL提供给其它系统的数据内容。事实上,许多系统都可以共享相同的日志同时提供不同的索引,如下所示: + +![](images/full-stack.png) + +这样一个以日志为中心的系统是如何做到既数据流的提供者又同时加载其它系统的数据的呢?因为流处理器既可以消费多个输入的数据流,随后又可以通过其它系统对数据做索引为它们提供服务。 + +这个系统的视图可以清晰的分解到日志和查询API,因为它允许你从系统的可用性和一致性角度分解查询的特征。这可以帮助我们对系统进行分解,并理解那些并没按这种方式设计实施的系统。 + +虽然Kafka和Bookeeper都是一致性日志,但这不是必须的,也没什么意义。你可以轻松的把[Dynamo](http://www.allthingsdistributed.com/2007/10/amazons_dynamo.html)之类的数据构分解为一致性的[AP](http://en.wikipedia.org/wiki/CAP_theorem)日志和键值对服务层。这样的日志使用起来灵活,因为它重传了旧消息,像Dynamo一样,这样的处理取决于消息的订阅者。 + +在很多人看来,在日志中另外保存一份数据的完整复本是一种浪费。事实上,虽然有很多因素使得这件事并不困难。首先,日志可以是一种有效的存储机制。我们在Kafka生产环境的服务器上存储了5 TB的数据。同时有许多的服务系统需要更多的内存来提供有效的数据服务,例如文本搜索,它通常是在内存中的。服务系统同样也需样硬盘的优化。例如,我们的实时数据系统或者在内存外提供服务或者使用固态硬盘。相反,日志系统只需要线性的读写,因此,它很乐于使用TB量级的硬盘。最终,如上图所示,由多个系统提供的数据,日志的成本分摊到多个索引上,这种聚合使得外部日志的成本降到了最低点。 + +LinkedIn就是使用了这种方式实现它的多个实时查询系统的。这些系统提供了一个数据库(使用数据总线做为日志摘要,或者从Kafka去掉专用的日志),这些系统在顶层数据流上还提供了特殊的分片、索引和查询功能。这也是我们实施搜索、社交网络和OLAP查询系统的方式。事实上这种方式是相当普遍的:为多个用于实时服务的服务系统提供单一的数据(这些来自Hadoop的数据或是实时的或是衍生的)。这种方式已被证实是相当简洁的。这些系统根本不需要外部可写入的API,Kafka和数据库被用做系统的记录和变更流,通过日志你可以查询系统。持有特定分片的结点在本地完成写操作。这些结点盲目的把日志提供的数据转录到它们自己的存储空间中。通过回放上行流日志可以恢复转录失败的结点。 + +这些系统的程度则取决于日志的多样性。一个完全可靠的系统可以用日志来对数据分片、存储结点、均衡负载,以及用于数据一致性和数据复制等多方面。在这一过程中,服务层实际上只不过是一种缓存机制,这种缓存机制允许直接写入日志的流处理。 diff --git a/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/the-end.md b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/the-end.md new file mode 100644 index 0000000..76c1bcb --- /dev/null +++ b/log-what-every-software-engineer-should-know-about-real-time-datas-unifying/the-end.md @@ -0,0 +1,61 @@ +结束语 +============================= + +如果你对于本文中所谈到的关于日志的大部内容,如下内容是您可以参考的其它资料。对于同一事务人们会用不同的术语,这会让人有一些困惑,从数据库系统到分布式系统,从各类企业级应用软件到广阔的开源世界。无论如何,在大方向上还是有一些共同之处。 + +学术论文、系统、评论和博客: + +- 关于[状态机](http://www.cs.cornell.edu/fbs/publications/smsurvey.pdf%E2%80%8E)和[主备份](http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.20.5896)复现的概述。 +- [PacificA](http://research.microsoft.com/apps/pubs/default.aspx?id=66814)是实施微软基于日志的分布式存储系统的通用架构。 +- [Spanner](http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/archive/spanner-osdi2012.pdf)-并不是每个人都支持把逻辑时间用于他们的日志,Google最新的数据库就尝试使用物理时间,并通过把时间戳直接做为区间来直接建时钟迁移的不确定性。 +- [Datanomic](http://www.datomic.com/):[解构数据库](https://www.youtube.com/watch?v=Cym4TZwTCNU),它是Rich Hickey在它的首个数据库产品中的的重要陈述之一,Rich Hickey是Clojure的创建者。 +- [在消息传递系统中回卷恢复协议的调查](http://www.cs.utexas.edu/~lorenzo/papers/SurveyFinal.pdf)。我发现这个有助于引入容错处理和数据库以外的应用系统日志恢复。 +- [Reactive Manifesto](http://www.reactivemanifesto.org/)-事实上我并不清楚反应编程的确切涵义,但是我想它和“事件驱动”指的是同一件事。这个链接并没有太多的讯息,但由久富盛史的Martin Odersky讲授的[课程](https://www.coursera.org/course/reactive)是很有吸引力的。 +- Paxos! + 1. 原始文章在此[链接](http://research.microsoft.com/en-us/um/people/lamport/pubs/lamport-paxos.pdf)。Leslie Lamport有一个有趣的历史:在80年代算法是如何发现的,但是直到1998年才发表了,因为评审组不喜欢论文中的希腊寓言,而作者又不愿修改。 + 2. 甚至于论文发布以后,它还是不被人们理解。Lamport再次尝试,这次它包含了一些并不有趣的小细节,这些细节是关于如何使用这些新式的自动化的计算机的。它仍然没有得到广泛的认可。 + 3. [Fred Schneider](http://www.cs.cornell.edu/fbs/publications/SMSurvey.pdf)和[Butler Lampson](http://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying)分别给出了更多细节关于在实时系统中如何应用Paxos. + 4. 一些Google的工程师总结了他们在Chubby中实施Paxos的[经验](http://www.cs.utexas.edu/users/lorenzo/corsi/cs380d/papers/paper2-1.pdf)。 + 5. 我发现所有关于Paxos的论文理解起来很痛苦,但是值得我们费大力气弄懂。你不必忍受这样的痛苦了,因为日志结构的文件系统的大师[John Ousterhout](http://www.stanford.edu/~ouster/cgi-bin/papers/lfs.pdf)的这个[视频](https://www.youtube.com/watch?v=JEpsBg0AO6o)让这一切变得相当的容易。这些一致性算法用展开的通信图表述的更好,而不是在论文中通过静态的描述来说明。颇为讽刺的是,这个视频录制的初衷是告诉人们Paxos很难理解。 + 6. [使用Paxos来构造规模一致的数据存储](http://arxiv.org/pdf/1103.2408.pdf)。这是一篇很棒的介绍使用日志来构造数据存储的文章,Jun是文章的共同作者之一,他也是Kafka最早期的工程师之一。 +- Paxos有很多的竞争者。如下诸项可以更进一步的映射到日志的实施,更适合于实用性的实施。 + 1. 由Barbara Liskov提出的[视图戳复现](http://pmg.csail.mit.edu/papers/vr-revisited.pdf)是直接进行日志复现建模的较早的算法。 + 2. [Zab](http://www.stanford.edu/class/cs347/reading/zab.pdf)是Zookeeper所使用的算法。 + 3. [RAFT](https://ramcloud.stanford.edu/wiki/download/attachments/11370504/raft.pdf)是易于理解的一致性算法之一。由John Ousterhout讲授的这个[视频](https://www.youtube.com/watch?v=YbZ3zDzDnrw)非常的棒。 +- 你可以的看到在不同的实时分布式数据库中动作日志角色: + 1. [PNUTS](https://www.youtube.com/watch?v=YbZ3zDzDnrw)是探索在大规模的传统的分布式数据库系统中实施以日志为中心设计理念的系统。 + 2. [Hbase](http://hbase.apache.org/)和Bigtable都是在目前的数据库系统中使用日志的样例。 + 3. LinkedIn自己的分布式数据库[Espresso](http://www.slideshare.net/amywtang/espresso-20952131)和PNUTs一样,使用日志来复现,但有一个小的差异是它使用自己底层的表做为日志的来源。 +- 如果你正在做一致性算法选型,[这篇论文](http://arxiv.org/abs/1309.5671)会对你所有帮助。 +- [复现:理论与实践](http://www.amazon.com/Replication-Practice-Lecture-Computer-Theoretical/dp/3642112935),这是收录了分布式系统一致性的大量论文的一本巨著。网上有该书的诸多章节([1](http://disi.unitn.it/~montreso/ds/papers/replication.pdf),[4](http://research.microsoft.com/en-us/people/aguilera/stumbling-chapter.pdf),[5](http://www.distributed-systems.net/papers/2010.verita.pdf),[6](http://www.cs.cornell.edu/ken/history.pdf),[7](http://www.pmg.csail.mit.edu/papers/vr-to-bft.pdf),[8](http://engineering.linkedin.com/distributed-systems/www.cs.cornell.edu/fbs/publications/TrustSurveyTR.pdf))。 +- 流处理:这个话题要总结的内容过于宽泛,但还是有几件我所关注的要提一下: + 1. [TelegraphCQ](http://db.cs.berkeley.edu/papers/cidr03-tcq.pdf) + 2. [Aurora](http://cs.brown.edu/research/aurora/vldb03_journal.pdf) + 3. [NiagaraCQ](http://research.cs.wisc.edu/niagara/papers/NiagaraCQ.pdf) + 4. [离散流](http://www.cs.berkeley.edu/~matei/papers/2012/hotcloud_spark_streaming.pdf):这篇论文讨论了Spark的流式系统。 + 5. [MillWheel](http://research.google.com/pubs/pub41378.html) 它是Google的流处理系统之一。 + 6. [Naiad:一个实时数据流系统](http://research.microsoft.com/apps/pubs/?id=201100) + 7. [在数据流系统中建模和相关事件](http://infolab.usc.edu/csci599/Fall2002/paper/DML2_streams-issues.pdf):它可能是研究这一领域的最佳概述之一。 + 8. [分布处式流处理的高可用性算法](http://cs.brown.edu/research/aurora/hwang.icde05.ha.pdf)。 + 9. 随机系统的一些论文: + +企业级软件存在着同样的问题,只是名称不同,或者规模较小,或者是XML格式的。哈哈,开个玩笑。 + +- [事件驱动](http://cs.brown.edu/research/aurora/hwang.icde05.ha.pdf)--据我所知:它就是企业级应用的工程师们常说的“状态机的复现”。有趣的是同样的理念会用在如此迥异的场景中。事件驱动关注的是小的、内存中的使用场景。这种机制在应用开发中看起来是把发生在日志事件中的“流处理”和应用关联起来。因此变得不那么琐碎:当处理的规模大到需要数据分片时,我关注的是流处理作为独立的首要的基础设施。 +- [变更数据捕获](http://en.wikipedia.org/wiki/Change_data_capture)--在数据库之外会有些对于数据的舍入处理,这些处理绝大多数都是日志友好的数据扩展。 +- [企业级应用集成](http://en.wikipedia.org/wiki/Enterprise_application_integration),当你有一些现成的类似客户类系管理CRM和供应链管理SCM的软件时,它似乎可以解决数据集成的问题。 +- [复杂事件处理(CEP)](http://en.wikipedia.org/wiki/Complex_event_processing)没有人知道它的确切涵义或者它与流处理有什么不同。这些差异看起来集中在无序流和事件过滤、发现或者聚合上,但是依我之见,差别并不明显。我认为每个系统都有自己的优势。 +- [企业服务总线(ESB)](http://en.wikipedia.org/wiki/Enterprise_service_bus)--我认为企业服务总线的概念类似于我所描述的数据集成。在企业级软件社区中这个理念取得了一定程度的成功,对于从事网络和分布式基础架构的工程师们这个概念还是很陌生的。 + +一些相关的开源软件: + +- [Kafka](http://kafka.apache.org/)是把日志作为服务的一个项目,它是后边所列各项的基础。 +- [Bookeeper](http://zookeeper.apache.org/bookkeeper/) 和[Hedwig](http://zookeeper.apache.org/bookkeeper/) 另外的两个开源的“把日志作为服务”的项目。它们更关注的是数据库系统内部构件而不是事件数据。 +- [Databus](https://github.com/linkedin/databus)是提供类似日志的数据库表的覆盖层的系统。 +- [Akka](http://akka.io/) 是用于Scala的动作者架构。它有一个[事件驱动](https://github.com/eligosource/eventsourced)的插件,它提供持久化和记录。 +- [Samza](http://storm-project.net/)是我们在LinkedIn中用到的流处理框架,它用到了本文论述的诸多理念,同时与Kafka集成来作为底层的日志。 +- [Storm](http://storm-project.net/)是广泛使用的可以很好的与Kafka集成的流处理框架之一。 +- [Spark Streaming](http://spark.incubator.apache.org/docs/0.7.3/streaming-programming-guide.html)一个流处理框架,它是[Spark](http://spark.incubator.apache.org/)的一部分。 +- [Summingbird](https://blog.twitter.com/2013/streaming-mapreduce-with-summingbird)是在Storm或Hadoop之上的一层,它提供了便洁的计算摘要。 + +对于这一领域,我将持续的关注,如何您知道一些我遗漏的内容,请您告知,谢谢。