From 00f4ec67bceb3b271cae4e091f7d6c01fef55b09 Mon Sep 17 00:00:00 2001 From: Kevin Rue Date: Fri, 26 Jul 2024 11:12:46 +0100 Subject: [PATCH] demonstrate initial= argument --- vignettes/img/iSEE_initial.png | Bin 0 -> 108771 bytes vignettes/workshop_isee_extension.Rmd | 88 +++++++++++++++++++++++++- 2 files changed, 85 insertions(+), 3 deletions(-) create mode 100644 vignettes/img/iSEE_initial.png diff --git a/vignettes/img/iSEE_initial.png b/vignettes/img/iSEE_initial.png new file mode 100644 index 0000000000000000000000000000000000000000..0aa28938ed7f5e1cded4e4140c0c9b0fea16f0f6 GIT binary patch literal 108771 zcmdRVc{J32_;1-IB$dimWD7|`h)Ih`D3WDti6Lf2k#)?-S}KGZ*^@2VmzlvBV=K$p zWtbUel&y@hGZ@RAzTe;doqK=hp8MxL_xGG*#`8X(_ngoBd7k&Pyxz|{_MZ7|!9%AH z9XN16(8Tzr<$(h{yax_&y7BR_N0NQEx7c3?{VZ=^KTy^y@rTWDc^H}*9ym~$Ah7d@ zo6Yk-HMa9Ra6qW_@87|8pD%6)4(#Wf+%$X;Lj@32po3USBEOMM^vc8tD*v3h$SAXfjd2wxM4Sa*t&N92n zrmsm~ckIf}U%(=D)Weqd#6H?6JoulSNaAUu{|+pu5OR>(XPFPKsNhSEN|HtkIvf#_V#^*`6?}?hvg5KpoYcZ>#NVxf9^ia zs7Vw6yS8sH%vvX>0k@wsA1~X#t>8}9wOcChGFqw|0=KP-mRj9d>)@zy&}*>z~(n@#ERyzMg?^zE4t zIdPVJuX*~5O#6+96?_N!RC2*+vZ)`q6*;k0G94TVvCV!^?ED+9p`|12U!CQ{JYVJP z8nP?*6q>LRYKel3)edZsJfs)3|0=iW&es)>I$z+1YPu@kT)#N8DX=8zJ>e2BGEgID z_=WCz7otwNRsC}+=kVRV+Zrmn8ChDP+r9+A*Xn$xnXm&HxPqM4n*5$c3@}Dchw%D8 zGAqr*`mC9fn^8CxbYyM5gQ;4Zkp{lC?{%B(;>SsOw07t^$+}HXw1i=uie$cI!tyJc zPsGigur1?9D`K+p*ZCF}7kcQUg=!WRdme$+Z}Y7^#YgU$6b7hmr>Q=F;w9L?x?^WD zFY#c#7iDdVn7B%*CY(uM*~lX9)yHc2uiO+TLM?y>rFj3^D?<-&h0@-}w~HI-jIc^8 z$h?KOs4v4!vGUEVbBm5@n>XIRh8g^0NY0)o(Mh}zt$;G^KH9xY{J3K(+JA5Gu-@)h74IKMirx1Hbz+Fm zVhBn7b*j!icO$Zm@^WV6c|sjJq)(y)b;=P-irR6~T90i;+K*s$&+M-^)j?g5lFxRp z66WoHn`wUSSp<@45PS{_9h6dk?nca7~S z^5)L3d(`brBL@ob?#p%nA(S3yG$OH7wejrj=ns9f_tbdo%&jkWxux!RRNs2cOX`nC zl{(T62H0T>h+h!;#k=hw$~#P#Q*GF5GrM;_jCQjc5r``*-Zo=UZ50H({IygtGsOqR zNm*a#LKlOC9w^XLfE(EGeXP?7SLk!&qnYBN?~i z$A07%huBlB?0TD~f1rte9bD;n`4%UBSnmmsLTu8#y-QeshWI?6dahc+Y$*oQySFlH zK+<>$yiM5Y*tH)OvqMVN`n13FZBXWLbsTYpd!*++Fe(bXo0iW*ZCF9r&N@ymV))vN z2@*ceV(ql=!ORj15*73IJT$tz0uwAnJ@6({NN_HJhln*8BEpwgiD zrbc6FZSC5ubQ?Qj$8#Tmx~2-jw`GJzG2ex8G5wb6LQaf7+*7ZW={pf;8rV1dYd#10 z%^;9IIL6bnDs*I#`8(y^WAU{ksh5A$qxh*(h__MaYsw&ls*jzZQ+|dGd=48wx3I@` zzOT#(`cmX~P0I6PF$hr(){`yHJzq=(8vc@U*oPKP*}320dmHO>l~OyA@y@4C;Cezb zgW|S|wbN=S$2fCRyf)`EUQxPmS-ULm_+)6J6M?(Wrpxc1oy(d|0!4Gk_j*DiUJ3>szpq&r+UiR<43E2Lc4?*Tyz31YJ&?n3^dd55zj8ms0U9izp_2JnX6fn; z4_K?SAoM=^R`77T9*++YHNZ#4k;Y1C$*LW7x|lg1*50P zZy)W>M{lQ)7~$;=CDvax1;IlZfAmXRtwmJ|p=p9AZ_H>tbzMmGn(_J&S9L4LB(=%U zy!I2M!_U0t5v2Qs*_@AKJ5P$vRz}lfhavJfZe8;#)g5^{=dOkC8*}216|i}LF-KD} zYuf?nu0$;U5Sa7|=J-bUSKdPSkVU*%Z57`ALPur865eFa&B{gvZHF@z1+#ijj1Tnj z^az)*KC$D~`~kgRFK=n((~b~oz2Es~zV|Rw>*I3(jM@`>(5FTYpHGw6nlcn0^k|rt zXxq#3yg|{b7-lCHea}QyaxDPq_&^2mU_F*1=^-FnBxpRS{m@=Vjg~+^3Ps`6l(jM;&9=;fgD?Ojmt1z6QH#d5ZgE&IFyRObGmQ z;X2{1#9F**sT&l2*CEy8;<>9 zgR6B@miqolkfteaE#)Qh8`QaX$@ng*jLWo@1RgeK* z9i-J$JE&b>RNvFGR-3aX9U$N(HNxpNseAY0+*@0ekjuB=rrwF5CoiWdV~AXEBc?gI z_mm5q*;`dt9ur0zJLolx4uPe(wh#GT`}%ni-Lo~zPcgspa{;1^^Um;B1B?6ejKET? zddbAcO>q?YK1VcTXb~L}cnIZ78Q+7y!S48(Pn^O4b<|tnuN`=x>8o)}UU$XKv9k%g zJsA+r;6^KskjyuXU*wIPfA8|(~nO0Os;a$MOSQr)$P3H0QViV8~|n` z!|a6UbBqLbtc_5^;28~!?^`)AGDRw!wGsTwYEc(Fj-JvgqajMbaM%i3ieW+3aziBI z>L8t}V}TQBv7MJ2OkN5gbR6e@>WcProtB*jFlAhlBP{}uHP$e`v*pk2lt4cO!IV;vrCZ_UB_Q_WfSY7^%p8vdcD=>XU$e$*6!Y$*ZF+25|I5sl@_*-V6_TN8svKI27 zgE>8@G<<2lQKbSLzF3k&+vT7TzhMyjP)b#II7Ro^Hq;`tv=uGNL320FeL!e<(uuy0 zIK25@iXye!hBYux)44Z(4pse@TR_FnP0f3}Hj8vZ_hBEV`~GezkaB`J_qAJbS|-gN z+xQ15#qd2Zd-aW1NI(?pgu|c;sTgK`ws!%_5LmbW;$dcSM{oyE(%L`TApaTgkR%{H zorbFIz5ta%BTX2kFq`Tf1u?PI^Y23}hgy0Zy|hsW6I3fk+EL1bYxx@@W|8Zk!UFL; zB~>W}v$sNfrygdiKo)h;E0K&`gelU^<2nD;8&nB`kfc67psr{4OhtC@lT)>~uSL-9 zA3(gxJ_V{D^#^#e$A8R?2!f|kI%v;;7{SHy0sES{C%J@Ad1iMo50OVN$)GoWDm61k z>ptX16L|oNq|u?^bPP|JT0e=5IV8E54!(VPcK-qW`JLZ<<78xp<)&>BeEvZC)(#yx zfbO8y$i@pkWKvISX|$UI3i?;RNBOF?@{-;*xY0F3Uudq6c<;)jV_(Evx&?dn14`|T zGjP`QiLJ|ZV;oIqL0w?$^ABo4A*JWM!_FQbk~P&u!JhPH3Ej z5<)%MJ{pJ4chpv4r(jK04w|(~>!_sC)#-3|Qk8ynHwxXB|(OFcsVFqJs0R7>^H|| zeTJGsRGdTtq7*`eUK={hk|R>3NLmQj0{3`v2#H-KjQS^fkqSpA!XJ%jFMw0({F)tr zN8OLy>}@#(HL^^^ms1LBlmi%J2A6KhpU+wtt;!dO2+kEZiGBv;8jTX^2-E#pLC&rzO^fUjY zZ&l;H{@v6}*HUs#)x*M=4~k{y<}Q1>b%rk%p_3%oTl$&EaC|z>27KSGX~ND8Z=!CEZP2L)T`4!EVO{>Hojr?E0)@wmhq;Q z?_>;MjeAh_NkyYLMnA#A30q#WGnu7!d4r3#L#6S(h=|x8!Jl z!^~9(D!I9IyAiS{qfh~_f-I~lA=UE=*K2e8sVeUV6}Qzz>?%k-zioO3jm&GB+hbI2 zIF;#vlEV4~C>9RB3_T~HbP1}V$vb#ep_qfEQ{gD29MXO4+yfb7gWW2=atb4b$QvBE zwq-c0x(ey40T;vPjKxXn*Fk5_Xv%F@scfG+x#Wx?mgbPOf6~Qjrw|_VyBT8**G&p) z(a*+15+m_uNfDh@96znpv~3p@u6j#SGJwxX4`(3$<&+Q3;Kicws6IpWS1bqm2eB^a zi{A>~wbdcq+Rh2ZR>>avaOyfl@0T&A5R4kh{#4Pl5uB2I^Q+uTY1yTui(ArMM7Y4Tu6k3m-l@zXFMKc zU)i=Tk( z%03M{dRgy~dK$%poQHs(bZdDp@nvC-h?#m!v18ITz{H4PtzSQyl%bFUck7rm+k@gW zf|o{WHP$XYgd-rN64hFaQWS0C zQnSCR$a;^^oywYcPH;D;0JyoviM?lvKo+t(iM3OaZ}QAD$oG>EKC(Xtv^|}3E%WGY zsafDc!vL|`TEKfa-@}D z`0`J`dpai2feTlxTH-5eWMvnXytBXqHyB&DwuzhQ5b2M15R%cO*m%=TaLQ;vJl!9e z1j^)8E4}rmI>X6CPDdZpTE#$~vim(?NpaooNQ zp(DKhq@8{9Hybe4OnDE&9pZWAFBD1;2+d8?{xP_C-t0%d>%G*oAJ6cGwokoQ4G(j4 zJ(CyG68{iDN|RH?WT2q@0!7spvc)#%-m>d<9fIngk0-Z>tbOkYJrI9;4eG6$CXBfi zJ*h|;zEfq+sl;^A0+c0b4m-5En55+ugUGLsD}Q$4krr=&Jpiaw-G>`d#?-7JO`NOX z<>H-jS9aa}R?ySh%@eBg#iLX&K-O^kKt6;{AS^5>B^YnAfGJ9Im7~ylKyGncwlX*QWtJjThAw%i37@)~;%bs3_bi}dM~#DqD=@26qRM$&d88XfoLQ2r z)`|^>=}~4#6rb!%dX$xbrcd<@OO;a7DtG!X3Q)*DmSktMW}imJL`HCy6*Qy?L^ z3$FOI&dT=_`3ppF!^dqax=Z0^#k4};FJpbh_(6&3FNpToTbzc+B@cu9U$n?0nHzI_ z8YkEgi-UkSMYi?Caa`rQ9_16Hou*io^|?n#1UP9}fdA|CY^mzih(<(}oF7Z!k-PR% zyKnkaFCaZQMSD5_YO+1tw7IvL?(}FY**qPxlL3AESb)8L{{-UNKXOt+s%xVQ1A9F#>FHjuNN7R7nrNI zl$J4wNiYj8j7Lf7P~@GC)b*LCk|jpXl{xma2Y)0HH2Kf|3s+eoE}~a9Ub{S*<1m9X z?R-NAJ?d~@zCk1*M^{kc_-)w+>BrmzXQ*h1P}N)BOR7WIyR`+yf_)6IFgKDl&8rJs z7|qi19NeI2vlTwkqgp^2shA;jKqU~07?)sq8>|x9djroDV zL)qIaDHqTss^TRB_aDKfTu&W$!lt6;?on1w06eXflzy<2o5S#TRkkBdkDt#agOS?b zVrU;A;xb$@+6}tHQVu7t$ipybkW+s#b&o3|#Wr49ZjykpUIiUD&v6o}SLEJ1r;8|wp=n4z7Lp$V3}2A`Hs5plOBwh92AcFsW~!CERo{qms| zB=nx_upIXeYexTa{t_ET_6~VSYN%VWy^I#j0K_sSa4sHo64Xj2Vzwci`@Hc9^Ocjb-D~U< zFpHA&p>In%ecOX97k~RNS#d0Cn{h763*Qwm722&NRb}(dW1EO{pleaaq0!z?$B62n zRWTkSpu$N>AIR;j&CTBPmH@)eE2^}Hs_Y%DoBGt<*Cp9t4DkT|f zWq*h{j<>~e{Rt-im?BeWOspg)b5llb!LZ8xD;tK)`ax*KVvEHqOcUBC)+xMiXJ*|g zQE#y1&2kv2MjUAKX7O*hQebO0(J49MtyF1=^~j#qPT9noMA{d$eqo_|1Gz&tPJHH0 z;xY8s{^!}RQb@(G8;oss6Fy_Z##wq-(k>`CDViZ@DiU zXZqMpaLBjxg%W zijGe#)9wwNe)WBA=|%<>&RM=YfMbb)Y5bfp^6%p%W^Q$AfRh^`sv&k$a`F+f13hU% zrySn(8_!)Cjgb=7`RxFMBiHGAS8Ew3x+{K)F>Cl2<$>k*InmnUUZb5cac&P_G5)ww zY&meDOe@r|QI07jQLOiS^ppIrkJL^i(>9ELF6ko4{QiVK0 z&gf6iJvATmD2RA%RO3EQlVqRv6-b(+rhg(G!;XFY38|J3=3oKS$M6ZH?LR^ezmPa3v(125BhYz(@6j zFK)7vDa!pa?3bS3;+qSjn$;iAOD8Jn-0OLIq%RbTG?N(ZjsLP+r23hM#F?r!3$F%w z2&0Pn`l>`AGI6gR+*fytt`1x%pE)7rc)DV4i;t=Nyc0cEkvO9F5MoNtd^Dc0)yoE! zF?-3?k)$8>W{{<10q|VYWr}WCgJAtvykMA1-LMY4!VDhbx;8MLuuS z($%49qwxH@{v)!AOYqf1n%dWMW2e6VKm)NZOheH4z+rrtd%5(mh)S=t<^g9p4`fOOE%^UqS zP2$C>82-!MlD?Q8S`z3~pBnlt;>m?a)pN<8WoO=CNWQpBhT>U$PbrPYqQoZm1^Ym; z>O6C;<+@a@0&iJDs?^m2qdr!zB`l%RZm6|OknXc)&!5>H7 zqrWuR;C3H&yB}9O5_T?R@}O3Ux3SBI-p&2fE}bF~z2l1^-{sN0m^utE@y~Z&)x!IM z;;U14#Y4eAA73h(ya`+yJxQl3woAF`Ictz-5XoM+@4Z#2oCM4%@Ujd%4c`@M#8uht#t3eS?tPlLv9m~vGpp(_QMsH+{0)-J6qg6ig1l^OWO7MAmqt++N>P0YW2GtX!#+vcd$Hl}X4hdrK2LjjnE2 z^`r-&{B^s*3_1yklV3t@Hxx5+g4HP9;(FYs(Tkq`$tu&eEtE^B;K$xaJV<1AV^0u( zT^_v`%Kggft#A@<>u&=FC>rGzS}eM!D)Rv4prtC7x&No8kFT}!_A_msGcW!*SNP|{ zSTJ|$|H@`@{*#P-co!n{cfte5Ih}izHQliT-T(bsh5k!F6R5CnmFTmIIPs4|`{yI^ zv`gVS&F7)--~NaHpgbPZAFMRuzl`1Q`)|Mg|00h6!h#AH5u3r3_l30TXrF148h&ra zQI%~A!{4CT1y@MCMb$ya_>Hny@cjkZjh`{vD*H_525+{^@^p)EtI!SRwgQkoW%}=s zd@%}^9Ip*veV^T6Erx~I#Imb<{}$NJZRZ_Nz+TO;`3`H3ii%D=X}i@U!8m`{qT2j`A5Qhn*^SU)hQYSKW7OB`0bBSiqFH7yj@M8&jKrX z;>M1%n_&(nnS()r33FifZ-FLL+*}z{MYmybcO~?jzt?2CI5s%vSN(DMa?Guj(px1O!2GLDR|y}-czj3N52~kh z=*7|RxMwd_cS4Kc_20mgOjF38_Q27p6kdvkvrmm96Wb9Y4R2ru{(ZShiqiT@3542L znNxC)3`NU$#|zs2cAUM8DPbj*B6{!WP4*@<&?9ooFuXR}qz2^^qbCA z*ZO?WGO*nIJk1(G(zm#*gh%=fvqEqQ3|yr`sC+@H%Avd4#ZjP~KsN4kZrQ$x*!i3= zyh`rXQgjzv#Iz)cHZW3TSY=C%aTTFZ(ne)QQ~gxtX|I4|co0uc1SQnUkdh2wefFTx-+Q_z`r^GkP+r3;2!ZX%1ORw&<@qAU_Wr{! zs9_eOKF)6MZJ^`1W)@?17X(nN`e|Aaf`4&;7RTt%#5r?*jGF++=XSS7cGAk|AW_=t z9@KkuQl0Q=fV%N#&Qx`^dcykZ_xnK3ge}6UaLSiN=IRDTxUMrs`dJNQZozJ|PS!U; z+TOz_6UPQE^clM`$Rc4N7LHMS{XZt#EpyyC064A7<@#ppp zRgFL#36VlNeml$61p7mavQZ7k?kU0M$G6Y}r+KKHmpB#=0w`U_ZAc}8RL(XR7cWp^ z9~axCEUVu;-uR`31@1P5i8roBmT*16O_bUoJY9RC#L9br&Z@ohrYzpLcI9Uxnd=#U zL0G1EsLH<1ZB1dSc|T2Hg~z84C8*SMNSkltC@0tFNaj}4d@aLpz2i=uRG1mseKyU# z9`E=>89ndXgSF}^Xe?ck@^S6;Azo1}0b8liBd;d_2s3aRVP|S# z%Jb?i+P=hQ?3s`ygIKQjf#a*8;*Ejv%&Sfnnb+`Qc|uP34lUj+J+EL1VqxNO72Xu> zFsPeC)P^nJRS*{5W8f&c{c#q!eRjRV{uWv0#2z8 zo8#Uqa}kFJyouv4nZ$%k3*5Q;!QW1a-4$M#j~c_|kY+~apB&|M7}`9h7nDK+PpZ)& zlMkzRlP=U;;PoSf09W?BH-^zM0i$QY5+H^}#lBU28<#ZhVz2TN*rW zrlscgfZ44Fs5lNpr$`;5&T0df!5tlow@=hg`0u2RzW0kHTvT_H4;SFU(l`kp(S_o2 zjqo+*A$k_Bb58R4i;=rJLDELMKKKOZOG@>Y<+pPZ*QD(>#PHmE3PCt{-d^_y@zyS_ zZ&e0a*AslSW`00C+7tk4( z=(yU|i`&G1))vxS!D1>RV8|>iKSKc(|9z!rZ~uyWWnYMRvAo6x-O?m zAWBRsb$?AbI&xh#kV2VfI-_7Dl7t4}CnUeZoc?B}|ddr!TFZU28NnCC-w| zi5)^4k(-OtqZl++PV=ydi-d239Al??x>ODHoilgq1~II2rEq>I3B5WXIv+KjT6d(X zHypCG!URytSXntzM`UEC^B4Hh&XU#TjbZ&-AvUVP`$7bVfI73#z{cs_x;G4o&BjgG z#MK3Ga6fU!4c)$=@P+xe#AuUio_YbO8podlPF_FwTOJwEe*xs|!>4?9EpZxhshD== zir3ZP@+SBp?tIgno`Xos5%8**Ger3C%lf=VO`*^iU3RCm?u3q)qw5yRkllUM`Iji~ zU*0Dj3g{viSFz3w*{?+i+ie|kQgh#__d+%wz2DyYw$ehxcyi>ba3@Go{FsV{h{cbT zmE!4;k&U=ors9%8+1^V-A?Z2^Y1gy% zxqG+5nNvKmy|v1m*aZqjGi4mHY*dGR;s5hm?dmE1IUFSWx-5;Ha>_k*dTFNt;_%*k*2r}V{7iXN_+|p)2 z9haz;O4;kL%=qb|#nI)Xr);Lk_LL#rkOZsHt*jS(hC$icJ4)Vl0G@bM(oyOA%+?FU zPfvG@Zsx6Q$v)jORW&`dhaUgBj+U7f72hbgiP+@{74)`)?ClTjqHi2~pQKcKOv=vU zOepNv3xV~GKuib%X8=$-Vp%q8_La~2)i|SHwguV8Jt=!mP2%tPp(pFGjpD#!t9zir z#LNkOkmnyM{9Q{!OSzhJ_g`cmd#cYdw!w#-=eG_*N7z_;4gsH~tZW5%yWB{5&$k7C zoH)xIrj%}Sy?piRT*u-e+bPO6aASZeP2!an_SfLsvE%0E$mT`&sj;gK5hc4K!Xa(~ zjva?A;_fX>(;29J0mtj&e77a}vp)Xf9HJzjj#kT&dw%q=Ov-Xdn>=zo_IQ3&M40rv z$-V0lpFW;}FY~9hZOMA&%E@JXVV$MsCA>2J2HYDj2f-N7%mx~UHKYYrITj(L8yx8E zf+yD};AqNc(?*~c5@0-+=@wXxA)58z%gOiMu{EL5rmRi-f-Ikx3lb%GXYi1#jg;c1 z?K#~RZx+__`k1+ExE&87;?t+M78B^}a_?Fim`U($tc|@QGU@vLc^eO=YvjJUdM6v0 zZ`;pcr>&8FevnD@I3!#DjrqVf0~3cPsVO{|@YD;!H0i*-%T(9P{#MDcw@$4|Y^268+@uMW-L;4!@$08E9-NWUb_D2&dr-gwQ0niwRFbNM5wpj z2)0Xyw)d>xBw(<47KZ0#B!@Oi)~Azf#Ajh6e-V?mg2PFi2NR}v(!Uiz%Iy}lr5CQ` zJe3{&IRf1uFTYQF_MoGLb7Y>#BF%EQVEW8GU9IFVSIpJ1bOGXry)$Fb|C}dY33D&`!;4;p))sZEe>>X9Ji5kG>_@Q$Vjgb?q~W?|Y> zW4PI1V*axUoF^T)ffpWu*|2ekS8breAB5_i*D;lKd8MkR6n6C*{h{oMUmETvj&(gQ zHZpwny5WjyI+$850KVHy)555nJ`Ka)f9?4zftUO#QtL!W#>A@SnDqOh)W^YvJW>>2 zffS{clvdU-+x&aBhG(dM^dBZt!m4|8oXMvGpcMgq`=O4uO$vV*gI9HW^Y-LXP>ZlZ+j8(&XoU)j*j}J`tGp-V>oA9IuY?h&aMt%q& zMJ1@@Nk59sk{s#v8vZ)Hdt$9!I&3s=`VZBoa?U4`j7EphEYxz^%$E>32N#^foZQsZ zQcoZDl=e*)6y~q6a{cYDMiODV8hrP3B6i|37Vwu97gx8AvMPx zDp$+@pqTq(<@X+%22~*O?}bb-TL{*k`i`XB!fv5O$a>?lsruHA|ExhG;mp>~`u=nJ zK!9hCyRh=~l!DD6w9mbt{?tZ;=;(#n4#Kg$E8HzvY&0VxjjNZSe?`s5&P#xn4K-~P z7TnXWxseP5rnFjA!LJnJMXwaLYoJvB*OI9%TjGe4hn$=+`${G*<|XC#-fbYo2>Wq& zBONlj^afI3_iTJz4F)|N{QqY*_^9q8)a zwg9)O`py5kZBWCVy$4RG&x1?^1FA!SVQ6cDL5(`5r*eV+98aDuKl0q`qP%x(0N73% z{`}2&D*R2){*EevQ25g92Bi>9nvtee<%d(`8`ErE|AMDnX*y><#DmzN@q6hWi7!$S z(=QQ<_NNs&df3QYqVc~s%>Lt^+3Pb(7Yi6AA4UJgnq_1L{=uk?1=*Jn*{l0!iipVH ziT_DOkKX_P!3NyHUG=6^vFd~If3Zn_|6j+e=Sj~PB@avOshWmiJIgQ4?6aVc$-OIo zgJEdYqs? zFTKC{61UVMK-G^xY)y+{>1EjY+R6Cp@j%+RxgO(kx;_leMsa(vw;%c7){(G={XHh0 zs>#-UmF&(QYf%f-ebW2Km&9F$Pgu1=cIe>B>M9P{gG&LdbjSuwCEm8*-Ci%X$Trv* zwsAfloUqTvYD%mM%{P9&l&;T)U)^J1XwW!uZFH+JV64C*8wx~&m!X1teSrP>@zV{v3)sZ~%(LL7W?n{NHo_M(JvC)}=gys+zVmzRmSgvg+3YZ~ z&TPh{LHg#%>S|@Xl((?{+B*ojrc*yYfmK*o2n+~7?`}|h*pPNlszy7Hkc6i1 zX%c5>j>3yRG2092+CBjXBYHFSDC{=1G5Dq{{Kx&T#AFM?Ctoqf6Pzv=S;c}+6TW&q=xOoVY}-ij#c}p5huUwgH5mi5U8Lh z8$fH^+xFHzGC}q(M@fh642%mI$T|d1e^}6HC6)ql-jPr&LyNUSP;;!<3)^R9!%Dur z5fdBp8LNG^@lDLRcGju>d6EA1@7#?+Q#DdKes2!i*U?eYXTa))f1lVWDNzB|KFtyT zc+K?%SNOh8bo=~BdA6Xm!I+%*-bxC-cKxFkBn`g5%Um!BH9y+~c+|oLn@ROJboBU` z7I^exV0v~aACql5q|wU9jARP~rS}p)brxzTg@AYjyxI5NvC%*p9J2O%U}NC6bRDbm zs#@dbXOs_(8bA&9Udw+2%J+Rop#!J`ukvy-M*oOk#QmfV9GWEA!9p@?N7Uxh{1RZf)K+9OGQA{CTU?M#2Sb?fuom9HX#B-1y@owSc|N$#KTpkHX(3 zY3vui;6nRk$Qk%^`J+DD6alpq>7a>&OuNsIT4NRhBK{-*_G$%Y{PZ-qPu_dlbda}} zVgl+;(Kbl!B#f;dz?6Ayxt#r3=kdy zI&rfFqCNIBGF|^?Iqb{Qtc!f}C&S2j_I|nW@rj78Uz0`Srm=j@lcDcfA#+7C{Qq$_ zR&?6yX5YaA@?t%`Y=NLW9eGmqWc+~d+w)VV&%dy5dy%-s943zP+c?8fyDZxN2K2A1 zd)@X5&M}Vgm41K1^}RvtK@J9MzB)lNbg4O-MjHttEu(rYl%h7e!6@_ zgO6{=PcQ7o8U3{Y(5ZJBXTC@w^fWk-YR*n>&jAEIw~iy)wm&~b3aymI#ZO%A6bi$6 zbbow=p@tOiu9t`T<6l0OWYWUIY|g*hpA<15oC!rA;71?-PRKtr|Oc)Qx zl0jIvdV8&}!ILLXpw9vMfhX4&^`_q4m~Y|~e*5w2#B%EWYy6Vg+1DnP>oUnZIT)5K zbC;5;e(eaYox!zMr+>M_T<1*4>3;E?+6mpT8%m$qTVdpOZ1Z6iS^5!!)#mo?OCNuZ z`Stn7CfW9DKl;@cTec>Xz)(2bqW&f+??APrBE=R1bzJcS+#s^D(rYOh}32ctu`Nirbg&1`o?rJG5Smkhe2RD=@r zUEBCZzI?nERx_OwbtM07kkCTwVXo7H8o3d9w=RPT+SH)dp8o!~{~nJfek~=-@p>NW zcmUr|%FKj#WIT((#tnpSvMqCL|K~^d3GHo8|H$COM&GvhdGDMUdp=}F)&Cm_Ki}I< z7&Q3N!c_m2nYiGg^SSEr7rWfn8C*XOBOtyjG>8cZ9$Y2%&Gk(~(OY+0i zbc%BTKiBs8s1&n9{%qfZ{oZ@oQa-UoCDK$4_d_s35qgoEl58Nnc6xInQnZfZXZSC#!=hJyQ*l^#5GZ5>+@7)~YJR18ScAuTe(P7anDahCC&esXtM1S4B7VOS z`}b1cgTr^Gj`Yh<^zsFl*j0Z|)Am`QP8RK3{A$7r<^WQne08~|P53s$+ErTE;gcAb zG#g-`7Dc0$*lCEpD;yKX3^_O9;cVwq_T#?i(HA7a?&s%HMff|Tf;{xLJrQ?@rsU1i zYNOho6lTuck=ff_3=71a+G%^eFR^1md$HOFp!HmFd3ep!_nd>5*H>kXu`rKRf>HOs zyTek`8as8(q`*9LuJPRJx6}dOGiRG#>7>!~^YUuxPB4b1_HefE&76~{+kSYxh1yoE z5nC4LIW!Lb-cL?U{0ZVX@(RxmK#c7DokD>|QSjnm{+nWq#i_F)Tmv;JP1+=QkI8!=p`- z<%5}*#DY%hKKE=(g#C4E`a4Ul&=cW*=Vf3Q>IvLGQ{|f8;tk;2w#5%i52YPQ{vXu6 zWmwd0^fd}NAR{0!poBC-DIhJ<%>WXD0n!3PBO%?Pbc%GBqKJgjsf2V&gQRqKpZkZ; z|D5-HIp@>+;pMvYdM=QMncuzdz1LcM?F~6yv}#6j^ac3?8=XgOm=jLp)|_p<-^?|@ zGn&)U_u=gkDa{xXZ**wCV|OS1CbiIrmTBrj96Vbt+} zBAvUdk(>#8DN#iaNBP7oTBI|9`{(;tcW?6ICJ;-~GNVT42_1xa;&O zIEhc6NxmkSfX3DH92l*MF*Ap1Ik&Z`D@gw>aWR%mcJoVSP>fZgk!wSx-`{ktPSj@Q3SRBtQo4&o8?ETF3s%jPCCM$ zpMH*WRwmlad>8j&JfW<##`12u_~qGv*X6l0w9h0u>C3ltIOyu4uW9gxdN5x(0CHa- zuS2JO3i6-T*V==f!hCYj=X0d}^{M0fT|a4<#c_rfHIdBA)Rn>fIbDr?2&$EV`s`Bw z)Du9%;wr~gH}IdotuN;n7voPtO--b169b++6*VnA)4{nEr09VrHjj)GQFpdS*(|?iDvo~86aJc4 z5W-M|96YFe^QF{(kpunx|Lgzx|8@ucpYm1GBY=;rMv4rFz>xr$SnK=+dh@UUcpj#D z9xuelrKfM|LR~5V4t!&-F{m3f1ra;7Qag_TC{zH5#ngB3C3OueKvJO4BU_4Gh$lMhMj*^@Pkg1HkFOEN)y3VzPZ(O#|miCC1vZT5E zD6<-!z4~z`=0D#OI1TGMkFtG8dCBqO8>{`p{XvZ{pk54pdV25hw2dX*3Vb=W7KG@* z{;>Xd?ctQA^jrL5Lh-X+cNuVp!7c6tTsRtQt~JtG|BT|ibUqZwmeL+}1C%N<7Wd*CO&UV7}&y=SPqv z3cNGwP6_-K28~$SmG-&G6t)v~tq?Az99RI!wd8nr5&VQss-@qbB@?LMTJM{}lz)k?$B|P4vFf|EqK6X$Q=W&qfO35o1^4jZp;97o z5>gL4d3!W>|90tO)j`DlOR(@v07-##;LVL%_k*?3Lc8LB?_Lag_wO56DAQL69(a2y|nMvqn?vB`k(Va zMQu;ww?v0i@XnE&l+!x(ap;Zl%sxRt3X4#_AM$`ax*_H%Gz+;Hg?boS3wGPW`0(ywr6U zO%}$ns!k%@4$$C6-J|%Y%IhI=_6B3$%moY@F#eSbb%%4n0SmtoHhN8cc2Taqyf}3N z*LJKoQ+hqYC}Mkq;x)wVe?>D+{^7SC8$6$=bXfG8Zy0}7Z*9~PRt)rsDeRM16*D-e zi{h8d=Z?k?A3hZD1bfYP!Qr8=6b~(#*?-p0*jxMmq_q4NvCA`uWIpp4PY{(uU-iX> z0ot|RU-`|srCLcF1Di?WGoL*n=Cc~owPbDl!B#0B5Zt1K)dw-@MMAD#-`n>u{@t$=iSR zA>zM8@Eb!}v9z>QH{*O*-~0RO*ZQd!-z~oXL|_yP&IU1B{feR=0+>I(*9B-2RvmF1 zQ(vHDz@VN6W&9hZPU|n8OBu}nism$fW~NN$z-1^0fBpc_ASS&2ZD0*t%Tj4V(ZTBP z_NM^kSOc}Au)YxlW*9F!YNH0{&w~mTpfM1 zeGb40Psr;ZHGr76xg%g@3mKSEFUjr1t;hJ11?{rlOCThy zfx=Pp29NB8msg#$Qd`Al43pA?{o}tuts!qsa@U9fVqCcI^ou^Q;%{5Lo?E^sP#By# zILa$>{(=0fNXYpy0VEeF(~bkt&InZ8f925S41#?w+b>Ut>n|4M#tEr~201I|5#y%m zo;B_;`FU@E49eX0Eyll@zjL-;({o+8b$GPLkzvl2ePr|hHMy%J8{stS|({UPni zDmAAqP`B}WO=0OHo%Epw%`N00nNuAul3XLujY1g_^L+mwLh zS_NwaZ<6eLc>_>KEoi-tGVdg+N}PkJ+PC3$re<D=|yECzC4v(faCfY|LmW?fB!;*w>q=a;SZ*YOgiFR%Sj)vC64EaOXk*}6Yp#xPx7gBU>wW+|Qkm6wzhbQLT%LE>}r^-$a>09Bx{_TYtc zrhvB{RJ|^bTE*9VuH7sWupX;OgNb2n=y(jCejv8}h(ka*0)C_!M9wGeTB)6Y>g!$} zy9QLIl47IQs`(~RoBt|ado%8R3F*(L$?i0YH~a5p3U&$_=Ut1e25Q78!GnqE_FMfm znpbxT0VUQa55o-3KnQPO!RyaFuebsvOet=qo+f-~5@10(Ca-v)xf zTuV#qV9I^7GWx*#d{w_zyYpbo^8TToVq03H|MhW5V?#4Gg{n*MF}UosvFK7{xx8NL zZT#Dvy6ScZ^zE8&aXz#gGyhPT*8-H#Z0Gw|xs@##N<+Cs^V8}dRHz^9M909v zQ9q^jbxeZs#-vxBgysAJms$5Kh8IBAi|atK-`mh7^@O3)G~AYev~yU2DIJ z!3$Z(!JKj)bcSrPq#5QjjFBQQL0Us+@?5DR-%e?mvNwCSC^b z&Y#v(eLlW@YJQ7Y$Cbghs@Kc2SX(B(U^Cwz1%aZJWC80P8#wc-Dj@riDzFBMxn0{y z%+xytSQL;AE4D^-5VD)}G>ZVrIMnl2GjMQpF)1W;MI|OKmxW&y9hs{a_ON=huKIH% zm6GR6kT%+bGWPeD2Xu*&qc>ptA08#nCT;ZR90D=WHha29cvIv-^7LA1Pg(sL(~i8e z#pYMN+A-`c_>#Qkm};aCR50G&q+XF5j~^Vlgl-xrXCv>omiw{;QvqF=;*dP+whGKu zihlu$X{fS+kMZ?$KNM?kSi(G(DD0)A0;3zLT8kL~zc#wAVljy2<>kT|o^%4%*4L1h z=6D7)vjY8kF9Dkg!E#T<7y8gqM<@L^a1ec?fz`SFqL(fqV_$f)#^~Dho3Bm$&3ct6 z=xKd757x)4(bcj04}s8HqaDI9qSEELF_0yTH>^sho{>g@y~mxvW$3p`EWwsGt5z3j zFU7v7>pW@F*48$~5o`%sP?E=tXrYCX&yaf8# zL67&v!2a`$38LWZF<7yjKfvwSw9)@&_BdaW;;Ikxgyp}gAIo@x2_e8jSI!0RgApS_ zvfett&U7hKT<#DA8p%z9WMBZ{tyfbb!gFD~HQG0_&u)@gTn<#k*I}AK*vP^226=6I zeEg!WHaXnatduT`zF3OHxaiD_EpxWFA_3h2ic~3x^I>btBvxKVe}qc9*GWE_1d0Gu zc-j9W_JZhI|-zolE{`a5$FQUR69-00Sx!qIh-jPVh8()UCe{=VTV@Nnk z7Ug)IpKwP~7OZ_5zsNMc=6kE#;Wwr)6P98a>z5F-69ul&=(1p;?GUYlwF;+apPzAT zCef93{4c=#aU+ZbMDq*dW7)fmVu3`g>EhmXtI-1=A2U9G8^|LFDgDl0Lu7Y+Vno8m z>eos-bSTnX#18FfW_8*vqYndZk=GL5H&lkSLZ>nrbnZfe86EX2f!7p(fDt37cD4^A z@1N@}pU^ag?#QgggUUK&9SE_`_f|s3^Y11f!J|L<99p|s#Qx=N+`^u;GO);-(g3=w zh2T}AIQp(Hab4AtdgA>s^oKH0%p*w1eLtJ&jlm1UP0~;g?3awbC}ZH{TQiXn&vjfP zmhchpKM$!UJ$!*wP#JiM6^}%mY2Aq4xU>0YUby27(8|hyYw$SK;l1S&(7&v@fW=z8 z6u?|aAUA8W^5ZsYsgRkE8~xzK!D52)B=I4;V(<*c4v%a6r4P(t)MX^aPvAaqw|2C&iOQ+d{hO9!swNMcFd! z#?xRDmNCrhRMQq`8mILobLWOY0zQ}xy?hF4R|)pjR1*to zX~!eud_A6d7l|V=8{N_ZdolWc5C4$;=vf8;E+|_|8w^feuD#y=^iN-wA|{!%I^*)*vA>whe;H?=#ekwQ!9#tBH#pV{z?F*4;7u$)%G_rNb$2R z|9hCHEL!6Ol5K;8w4fjoXx7^%`zN z&OGA$mH+5Punz_o)0ZWR2HYLcI;+g92JFir+zw7kqIqx!pEr3L()tNrk=@s`y7#QW zmdWBSi6SQtqE4$6&6y~P;URwvGUbGT=w7e%qyV_)sLy7~T#TpVUFDyW@?X^va;nM*?X#q{yJ0F*L{XHh; z(ffPPs~QAzqmDe~!~IxTFPlhIM*!-v0fn%pI`(!OA^J5tAXoe8cW-+7nUO1ZIUbPJ zVrT7>8OSvP(zAZTs>Wm99?Ry`L=2Yxj+TCrkEC&GzV*BUtb*taxWaw;H~u}!Xv$E7 z9Z(!z5sGa22%_A8`$3pZ7BO!X<|2knAXd2cv(O`Ab0h#>coy4BG8juD-Iz6qw zER_wt?RpqO82kp0v!WqFWCt}Idls+nwQZx&*?67S3Q}rx?EQ^f0OKzI>Bfj;V$uSb z05|4gXQh)#0z@muHLOP5_HmV7Nk^hU`eO zk~C5GG4M8QfL7z^iH(avf*TfZ_!GNmow827LGd zeQRUH($}lGGz5f@z=!%5?y(D~gUPr_v965p>6?umrvG(*e)wlx{9>DMSlq{0lA&?O zmJi9y)%oiPYE%FMS*ty(@l{Xs`C^)ZgS~ypdi~`ED3f!=C_OH9@wn)nXm;(gPSE;g zd;TMk=Mj=}R@R^vh;cUB)DE58xlnGk9 z8j=c`yt*m8#-|~=X42bFG_*|^G6tlB6f3CtwK#yiot2$2dq6wgSZ=QY;G^O9Og0u zY3y^qu-aYG5B2E(;_GgtJqNh7NuT#ss9pV5?$@7{P`j@c7d|3_`_B9f)CMor8VJpf zjbqxcYJX#!!&%EMez&{l>_~3KKb}XjyQuiB7sC?SuF14f#!$vSyb%wSWzb`eOG;W% z9E*L=Z#h)aFFn}DLZ`Cn--}bd(j*dbatz z&Rp&YI~CLd0d9(;cofhV9iBH7bjVC#>fA=s#VTMw-Z7r z2j!~q&wuoZN=}QU0zJr|{grJ-dX!GCgz%0)C%Pxi8t{S=8c{cyHR^^Sd&+*q5|g>a zDA~!iSTd|yuOhHNr4Aza3!bczO=VDnWMN^!wfuI=FE_<|#kvVyYW+NXX1xvk_~`2O zn%!>BkGcToZw}EZV)Zp8@;rn!%t@96ytrgZvGrShpf+aRgHIIadkzYOtcmZsjK*Fo?9=n6xaLyhU@=;r#xA>?;#QBDOGL3+3ZCmmKaDd;mg(BeC$wBIQjA*w zQCy!)BJb`=A;YC9^@#nN3D)E73NVGU7QY7Ond<#qJD%^y+4Q|CU0!aOy+w%#L3Z&) z^|a4?>13m6Q1=`tR~0*|9%zt^FaDmuVgq`d^u3OAg>R2|U3kryiYH2Dn=Bd9<=#F zo}_9fA;0y`8alde_E62LRxG9hUlt-k$$^G@utEvpY;xQ z7&;X4DHLwM${IP0eUb(H4aoa4I$o`C1&HBJCf>8uE1m5?qK|r{ilaER^)Pt-(Iz&UuShi1oz^HZB>AC4$y?%6qz$Bc$3KAsZ(SPR zc*5gtsM1Y}Wdz(T6;M18*#gg@Dn@t@!(i_m5^&S}5u%xOCoA`c2WG$tIgay99dci! zrD5zjOuHb>o2&v*kv|U%lD&W&X2a*5<2YT)+ICAUxj*5g{odEtr|i!}#5$z>eD-rU z8@F3&HzSnFu9r$CJpOs^QV4#viTq-lMZ|D4A}Ja^7HPG z)_!^rj=}5I2R+t8G2zD7E45#BtB1l9>Q7caPqH4#Y$xooWYiEf4)xMel=oF6ObbXF z$`u@L{`n*HdTHA47`CVwYEUO0zjp7sK7)i=)fNRF^CM#cpwg^i+kruYF-3yyM^}R zGV--op;GFLz-wnN))DH~+u%uxzONzto&1a!R$MEjs;V$1mRyl)Kl zoUQriM>DLvK^xO1zQ(;BT%Vnq*e{v*M7|Cdjl7mV#yE^yiIOi~z%msCdx;XK?=QIH zeuM-i&Y&JMTfg;YL+wYvCWrkIQb3-+WTnK~%9K3n{qyrxDA{Gq zZYWAcqv$Yya?6=BMCAAG{Od;kBm1aI1|Q{7Dy-PpRKvFzlFo{sA0_fMUny!ULO`2& zUmr}GgNBLMUcUfR-xx4-JXI@vYhdcq@Q!%0Q*64JP4bD(`ROe9idvf(89?aZQ`P5hgNCMVsc`2lav4@~sJHThBg=Yjkstt+r zO6;t^`G5tEOoB$lrD(h`S28M@@(8v8e-apXI%A4{S)>OnFcsRvn#9vAhD`?{w`OB@6VWR9`yPr*eq@2!syi_&JFvhkBfWQdqVv${9$^y2wXkrgxKOY{dI zaZV#CFlRL7(a*T5-|W9^!B@yIOPFa8Fc^aIs;0Tj!iV4a4`V7|#n?bj-O0`3PQ|MN zyJ8KENc@k>qbXjg?&JHsZB2%cx$S$KvlgY#n8M!9;h~nyaz2GcdlqQO9%iws#^TW# zsOfIyCfpy2uA6u+3v3re1sOR~cKijOV?Ip<223x4F1%HP59SpAw(x(VgsfaciSGaH zZFwT56wm3{%9vgLS?N{EO2k}9-+7qV2RRY&7T-uU#8oY)TvF_(;QI9-Z@5IVd{p`B zqXxRYr4Vh$U}an}XC5yxQQ918vZFCfWaM~|T}NTA(#9y~OVXq~U&@xQ519SmGTK&Q zUZxOfA7>zfa=LU|8Ud5QhDh{M8OP0zrrly{O;rQ~(&gpx+AmWc$`i!MqJuji6Sdlk zR~%i7Id+P^Q9@cTNhm&G;a-<1ep=)xW2e1AqJoR<+S}QQGYGrqDJSdfu%<0C2JeCv zV6{=AXP3jax2u8n)>)5d8nlJ^6=E zpt@S9-bGab8k}FiquH<@P<~Lkn&321YO4AmD@5WwL`0v6!4x0_(q1&-G8bNmBb425 zzNUl``t}p77>Kw!&zj=Rj>Iu(y(^dF7JMQOyB^0AN$auYd(TvQ zHhKDhEjEMUI(88AdQ z?{xQT6NY9PP>6o=?=biM2=lX>YpIkZK*q6d%GUdV{sMBA9eyPTq}_dL??X)F!S(mY zFRHph?y5Iq`H#YZ_U2ye4h{35Od5iW6_=r&;QK#@MXi7ePxip*j#CYszu8MJ_%^{7 zjB#0aDN6VxpAT&U+VAZ91Z!(gE@&PyvqSx=_n28>c>ISQSiDaY6&l#X%p_gVG61W0 zGAXv(%iS{xIeOGxmjYz5@!NxYi*9n6ytaWotFWF9lJS_w`yOO;+2z5XLBb*~kep>qFXe=#Rm)+~}1O|}GCP~-n1jFi`Dp2R;bzl0l4Dvnv zE66<46vlzDy5fVLPm|^`lz$$@G?H3br17+e-j@XS6ldBvig4*`ymhhAiT{dd{%GNb ztM)E6?^9S2v#kn7vJZpgPJi4BMwHTkp~cJ}(AeQ5qQ*-qR=4->iQzk4IFtdp$E5@O zX8Q=&-So8U(Oisvn4CZeYPrY1q!cP4V&Z2e&@m?tBptvuwv~?6Xaajix2Jg@G`^I3 z4=EZpMK@Pl%5u8J_V*JpCA8?}cH{XK$)a@_z)}Lty6d(Dsdgp-+IUU2Z!m zy9cvWI^iL42R?NC#Q87oD)(T@(LwHe;6D{=iNBjyuAUrspLV)~Sic)}duwJNC`b;& zyVx@^N}O!J$?9cDpF5Y`-4Wk<9=}hY(LkmxXY`b;K*RA9o?>rS)!v$f8;7It`dNcT2rgUIcze3G3 zGxVeW!1D%noI+D=sDH)3{P#PZ@XgaFqE~Bp*at0MOO+?z-&Fhd%u;slC-Xq@ami!g zdp^Vt8^sDU-j>(fmP~xC;qh@nS_BwES$A{)f(WfX?f(^+98$Ga0~63{L6txMj(1cq z^o8(9iemZTlgmuPSCv(11K*5j@zlCc`at)d31zu-NW-iDau@tQh?(>3Pib?S7l2f> zLRQSpwcGWl>BkLj-yYVW`~nUKb6p+2?9WUB>mDtdv}7Voj!@r=O`nQ3R=_Y0!xwF_ zOtQw@tJttz^z){}qPaq?3I>V9zmT|!H|XSlKEhmC8fc2^2}~7sE~^L4 zL?)b8_@^nLf!R#MB~{~sdqPBT%8NZ<;ty$Uwe2uXlWx2kDQbM*O+V8({XWJGv#4w2 zS?3D_0ZdF+1e=JsU_HW$$)K}pOY1?uow9A5V^3F?Ba?xU)7p|EQ?p;+UnC2PiwG$W zTpYUg;dG)E5uQyLcjEjF?vD?(+CNqaJjAeA(RW+U-6$2>bY#D`+T^Zh7sswO+ddFw zkg-Qvil2r3eiWT~`u@-H9du3+K9vJ#___t3iVY^es#}(;=S5tC>R{KQWFR~UncYZO zR9=t!YB3-QS$mqcJ6!`8jknaZN*STfIavc!{sGWlt6C#Tmso;-6#uY-mp%AO9ibHA zim=^&S#-;!XynpLsqQ&9p3mVs+cgcnVPHkK8;?JvP*m7HOL0(rxIh|DYH(-EEvJU$ zaMAIL!%jq_*uoJrck)MBOZ2EhxRCiJP%#E=-!ngy;PJVy;9)n{F$|GIu?C*h#J?sU z31}xwT9w9lSe=!SRL?iP`IPw1lO;rIQZPIbcPrhaFiDtY;7#3c% z&F2s@EWR)Xq#y~1CZ~Lx)4;rUYj?0DqHVrfkYUm2oB?}iHBm2{HJwBoX7Kez46$VH zlawZm^iuNgX=!OTkWOrAL&>J5l<^*ep-}}Z7UnqmYB0of{$chn_>&fO`yj2%l;^HA ziYHtlV}wOyfrppac(*I2o>JY9T`=V1`|6FJCaN&yd$3@1w3e8XvUYCr*n>0cm~*vz zx3wRcfQb|lYeb9Pr?LM<4|yHPUE?O-pwC(23u;uUR}1 z8$nlgNQM+eIPZZTr`j-mT96ATV7!t@Jmb~2& zRHdWBweaj6Vll2U~PGbk%r12Ne0=eY3>7jOdXji*z%AD z)#89B^g}) zU@Z88ZwpsYll`$83+tdqOyPsE8ReZmr-*F08h7a zm|elKC^30(_mZ36sF>fF2O-_Vna%oHq9=>9M&laK0<}1)>Z9wF)HZ@CZiV@o7Cjb$ zCum0DXY$=%RjvH8m566xi+S4Xt;}WVGspKBS&PEiUmj?+c8__CUlsE9Ty-a8m@Jqm z#=cW8D8MMlC~%aB%3b7oFu_pxjyzS*6})hKl9YBWw~Uy7D_h@^WI-CDWdz82-$Rx+)X(LLiF2H``>2(OtC(x;pQbv7hCr?zs$omvw zg`Aeni0kXPDxEj83n;KV7w=-_!N@2S(tf$F10S2?*N1-LHGj!dl|>y67$xP=3|t|# z$WE?m(7c^s^}vZDV&$~{;t&_^%No|pT%>^IPrSplE#I}9_H-<|45r5B-t|6=bNO^z`}YmBP-7~1n^M=-2`g#v+haPQPVkreq2_iwz@Wz3r4-*zB(&%|gq zcRkvU-kQ;5i5{qS-b{!Wr)p(Y5JcSVY(e9|co|u{UQk^`oboaz=ctH``xyDnt2}!a zw>sQVjMBFmni%wdv1Kwds6QrOn~ua_&QK^y={tvQ zk|?_%8dw^qS>{;7rCx^ibx=@Ha6h=ttR>kHy(4lq31sGl$r!;ns7L0&xRMx7r1a8f zCk|%G_F0O+Q?WM|hjEr|SVq|sYit`d_lVM`MKE>Z#QV~2A}xSrZO)=|Hv#5K@tsEK zq)re?HWF9k%q=9|e@Yg7edvCFv5Z;_9nWdPjx;g~p@1K?mFdw7x+d;q`Ma z8RfFzxghDA2A-XVF3eLqB=Vj_FEdYkYvf)IkvBQqL$7z0<-CLzo7* z7NFG64(l%+eY?RBLd~NXQabV;`zFe;!(xKgFp4=v7Q0LlQ*-WW|9&o5K75BKqz1`% z!c^SkJ`8Hza{F*osDuFj1;w%oJVl1Z?W!Ce%~)glVG7lwA$p(nt0bkes+Z0(k2^ads>T@8k#> z61y@@CI$lQPav~#&=agjwWfp2k})#Lgdssqem+c$+wd{&AFk64zSv9_1h}uH1JtX z`6~asU!JE2j-_lbfYV{6Z^OXV45^%zM1dTCR-lfbRKOik`#$}B>@R~DvDXw|qBSEqp?H+t7~9_hD6$y!3C zrahbj#aGRvTdMy8ps#w6(rc}_b%M+bgg`?O8mk?Wf$?f~FQHi{xkZhsH*Tx3jD`Z3 zjkPkwH93!n$>f$>g?XmrT@ilAP@9i`fP}*VMmfpTo)kS9HjmbBQs2PlBV&Hp$m(h_ zPjbY;fo6ybpr`-oF5%+y;MpJz3rb1-10OE4hF;((Wv2{EL1Eh_IAR?T8BQvtX8zjn z>!KbBT|1DZZxnn97b6Rt7dj38J1~Q3hrnBNK*$6e44wjEW=Rp}i++8b+Q2+&>5be@ zaR1YV?X>QKn`MNjDg946r&&4l2-$fRGBx$TQt{S^E&rC-VXukARlxFQz7hP8COuJs z9jvVY0dezRSiov7j(fbTrk^{S_p&p*$74d_5YntE`bN=ZJifc2>4C%}=T@1Ha9a+J z5M(A&DtX7lixi<~Q+_w#!u`&7Y!yaL@#P$}|6R(FZ>x@CwKLb+AZgX_PqBc`Vom3t zcU<&DUdy@hRqI-mSGv-J15AZP&7`5Xj6u*e*7Kn^{UTwVDx?JIqo%QHSP}YAwSQR(cP2@0JUt}prLrjoO_@9*b#0WNx+y4gw+fVi( zcaL98X0BO9c;D9KuTG zlr^JRvl}_#cm2k4*S8zIfZ^+OqPVN1ua$wO#*0NIWvQK-do=*aCXyQVF}mXCd+(BU zH73|^N8ER_QHu*RnRaZ%$3om@G8E=X4k}UYWXO1h({nWeEBv4R_&2Gq2$oCiSNaCU zt@OUSOk8#iOEDIfR%~pxdogCmx1w+}0&od}C=7dkEy+-3sV}DcFlPVCH=z}4Pp7y6 z^I-deu-wGps!Fw&-QFRgxp>oxt6bC++G-#m1^k^8xLYz@r@j*W*(-Oz`ZB+7Gv5!) zgHC~Ap(2staKa(-9<4?iZjHl4u`27&cV@hLXgn^43rOxS6-6{V8MXxdA@OaJ|90L} z(jRHmo$`>l{9XN~QYZoi%*jrz0;g$4wSut`FSXw?^N;jcF-9!*zm&so^wN73EAw(l zo)24$@5j6Vy!ETIl9i^78~23U>K9IKXdqCjD+C(jbfWub7XL(#6^z6oUl)13 zq(&AMI+*jmuLd>+cjI}PT(z6&>#{OB5cb`9bBfcJvg6ktV}#(3@Gxdu6oyE&&)r-d za@X!TE{6=@Tb<%)Y{KBB`{=5wbxZDZymK(3j9U3A+x?$!PEKHR($SikB81@viCPkB zkaThkZIrZHi;m*UX9 zZNnCV(+BHKq_zc?$#{iYFTH!2t;~xUiq6DGA4G^c$Osm1iM#$Pz&xRC3f;wAr07;c z%FBh3KVC_@>fOhX|IZ@=ZTPYP38)906=DB@Mv$?6nM493(Z}5k;Tt0jJEryAdkhZy z$&c@s@NYXJu-~pUZnUuh#J@X51c7@LFZ=*q_7ixy{$6~LTmuoU{fT(HxLbs-Px6PK zkBy5t1y&&v#u_gbeA{m;7{`8@Nn+9)jYDMM4TcGT`|sr?u^@WTIR_a=i+eE4J>;lN z+Ng)M3Ip0MZT{D5{0G1mt>wPmOg8B>E0yt(81^}l;wSqxHwzgdG0=ryJ)nkvFk>nu zZ|>f1vfoO8eLk+`8#xfsbD0e>ndVmrP6ZXda%7$Y2;#!uY$k=`WiksMX9*S_xt}QX zdi$<#8i5{)?6{biBIV<>P(2c)vtT_kB#{a^mM|$fd-pXu;3`4m|M$3v+atMdB;=*X zavHvNS6Fz3+x=K0)rX#-Uz)gR_gZ_Vcx&k6(SbZ=2VVm@u#(|me2QcH6tXJBB~CLi zIpUtF3oz@!x>%Hx<|(mwf28&;1T$19W~4RUkbG7qoIOOc4Q8Ci!3fXv344?+Yaxz@ z!Vg|VL6;#xK3E@0MXjKK7kD3)525JJp2P} z=~5CgiP!lK7IwgP1ee1g!VVd~H!oH?i?-xtTK(rc!YFtr3NYmwNMt?~dbs>xrWySH z;n7V6oS17+*W6iY?OCDDvf^%(roqtl@l{|!aUN#ztGa}BQY@s(0UYQ|M7V(Bhv$J7_+$avFoH%L|Ot-z?D@|D0^1CLYTW}74 zGw!HJ2Z_x}EyMFRN4nf`h_Zc02e zQO_T!C&}-fH>g^p$sBVH_AU|g2d=f;50Jfy3&w$0?dd0+0XiQg4mX-WI+0RF+%1+E zvn}F1X1G)j3|-L_szrOhb}vR)fQ_wrC+EWlvhha`Zc`}*cfZ7Fw2oT^+Kyevud*ys zRXfMCP-#EV9q){jiD3H!jPyFoTxhN>%D>-5JdSKPhmLIVw**CKT1~TRDMp5nU(a%G z@;(N}1krz^GWodw)m}yz5xj=CKb=Pm*6WOvn3N)#JSzm&>K zS)`u#hIo)~AJ`f{ul7lBiGBMcRRG+YH=ubFc>EYHq43AZlMk)4cv^Dd!Sl@ zua&)@EK9p43(bN(t^;Xrj-lCI`dxf^OWQay9Tr^j& zTH@$~UXL-hBII)O+cs%eskCEXXVKd-vcE^Ia8do_P6PHF^w>Ac;qKH@#qmW+sFixj(yG{fziH!#&I|pxq^M zR=C;-tP_|I++MwX9`KGmn_$`nqyGMW9S-OAaU_o-70fr$PJ)6iF5Ey&*@%&zSd!xe z^3%?LO(%7<0K2ly>GgJq69B#~QzG5a{N2tZ% z`5yOxzC+fWp^T*USynI?TGJSegL=wq(JLOwD2YK}W4({kViWAUvAHbnTE4>#Twmp1 zaNAo$7qiNx!R*%LYS20jL9joEc9~24EytzIz%gicJ>tHe_})2+v`tKrG#WQM+97A| z?I?C1&C#3SbrFONLw}%VBH8@snBD~VOt1}43hE7&>W03s<*bBKRy;yW& z1Fnljr^ax)7;a|;P*Oss?d^DF5-KGSZ;am8kp#o08$Y@wDV%!ua8t77%gy>M8s5f` ze02hs`SFMltyxs7sF4*k%sn1zOx>!Klh;zii5j!j=_^RcF+dhD!V}pv@IA3y4Zg0%i|93~og9 zNk2>}$39~XJDZ=vlbj=ip5ZC&f|Qv+`_f+-%dXu+Fl+1BsD2T7dpZY(0%NJVQBnQ; z%}m5EB`XnA@-8V`h`TT=wo~bbWD0_?!AMe6jsoX`CvF}hibYd@Y}Cq1zW#xvpxhgc zs=##>jIErV>gPNb^TPJ+bd8a5G_-5{D{p8_x z2-p!o#-V1TL~a~{9x54?c1_(>??<;Q(T!jpKkdOkrTrg-f}WJR;J1lUBRA7N;`2C!BAFIseM` zcS{~nQ8taR7$X?7{z?8~CmAZAiZxSmPA*2kW1B2`CD=zyvI%%yN8j%RJ<0RWpk^F^ zuk^7CiWs6&U(21S`x%2l31azF{|rdyT2CrM6mTln+R9D8Ysf+3WtUQLQx}54W1HJp zm}-=thh zIMFDXAEvA^uO_;Sn|o#wFeM~XJ-Zg~1C<03MApg=zo+Od3faS3)V^sUi>Do1!?4hc zY6ro?{NwSh1ot)Mup)El;00!_pCGIiO9-$QVEJYY84dB4b;is>&H5qo1hez=#$;5X z&khBt81>J6G;?Ce7}Pz9jOVB%d7>ITE5O34YPY?x!Q2h81x2ZAf5ZAsnK2}FC~J92 zgb?isYAh*qyo`UPJ9f8R_*_j$UF;a!JfUXyo#me6;0)Vu(I-swC`E?YzF8zYt2-7} zD#)Ly+A4^g*zauc;9F=0qBEvGDW5pvu^E@I%TDkZjHPZ zjEVM+BFb*#GAU;reGOTlr>+-wtI<=m9xx{!3~9frjK1tE@o0*PNkE)mNB&rq zL`}{UTID9YQl`P1;v;sL-K1nzyYCW3lqZgvD~mhEgBX*?C;~o!5?~T;f zSx<&so#Yt=88V0gprke#NLzf>M~`W-uCg=+YP5@%%-lQ?c~Yp8)p>Aev# zoS^&8YZ}cQ5#g~P4Fg^wVZ!hg*}KZ~ za}!cnJ`$#8e!djfU>_-hReDP+T1pIL9`fG89Rq7JCb5-0f#t=)B@N;kX$Xhh}09k|G{46}O}E2H>BQsOP|NNTPuEZ$q&HMp7bM?3XMZ;&a*&J*v~- zg9Ttxhcm^<*Wirk!H$g@SHq1`jBkyH4YM#gqo^MDvpl96Kn|m1j)Uu6+J$Le_evJ3 zHiMDsc{hr!lLbeeiO#p0YI31oH`nm=csnT#s~tSlRD$No+i<}n2Rpt8c zhTudxj$4XdMrmc&ZD2IMV|&n$HL@s*_*1)1)uNartIJs!_skKh$qt` z&HkU_*9xFhXBCM*WBiGebcmz~##vb$zv{bWTB`fDnOPPVeTIPc-f6_rfDJ|W;v zzl~wDtSoY#4v3HxXSQ%4yd>{Zga@&y{=n6jlPB2<|FCwQK%33;XONlSpIle*zq~Z9 z7?F)j7FfM~dL6JkfnfYHE}eKkh2`9Vw@X{WDc}KH1X(E+N}WqFeX(LGD^#b1Y3w)w zhUIJDEuHy&u2Ot_zodiHVLW8oD{JYzfz?~?R6`)}@@IVD!>FG`0Wz|Hgb$cV!$ZrQaT5W5CIiMLFrIHLXeJug!H7PLqbGKz968aAdEBsQKY*= z8lTVn{ho84a~{vZKlFIqcJKb&@3^klwUmPCA$ePeS)%+Nwr21n_-B;&D>QwG)^Jv+ zC-2sa^+yd~Zr!$AU_Zj0VIVzpG8}gvlZ>Va?e?R?h*avth2C^RgK@?w*vp$iX+85t zaR;sP96gA{_8s(FqO2pF9dW-FE)t=^QCH)llpx{oIca~chM|2IJWEzRtY6jzuZNsO zy9bVlgcY+6b=G!chZa#W@)z=|8Q0+N&-s1UsRoBijt#4w21J$0O-gy+dJ*m!^L;&a zbTN58grdk-xLYC$#m|(mwRm3vs>Rt6IT{Q+Bn=i<8r2JA28Xi}YDg7CS zT}`2Q&P41<@`2#a`dMj8^16gAo({VLaTcy&xUU#(^>o=V6a!uS(wM=%c{bz{j+WGa zX?p#uiy)g+z@L9Q-8k1Tui_1u>s%WpUluA$f$wf~N+rPs@(ZkhHsy;4RqP)kG!jYm ztxOi9<`i>tAqAMoWc8)-N2A3tFJopBXA{ZVy%0Qj$d2xq;PWwJnG4^cMLGSXybGQk zq?9&q1o?NBfIm;-+YQ2ldLKPH+McO$mWmN_pk<7LkbD+R3*Y-p=r|j$d1s~yfey&@ z8-Zb9N@}ch1Q{-@Yw|MGDA`wvHyg>&&WC*v6PJ)WZbA}a@)I~4pVEYu z8*C2oB3b=rp0T`7Zk45XV3d)eun}(Wg!+?=6GrWq$a0)Q)6|vQZC0yq%sxy0xs&fK z)o*l+Krr!>ZN+w8DY#8)?;v!#2dvMZax6+92;!UUS7a!aM(oJyq@l{doZti2!ie@$ zVilBAt)VB99+kyLW)#{8j2Q$b1!1K07*n0pNV!D;7a>`4p=zMovg8QgL8WNYp9#?G z*u-{`^_VJyHOhJhieex^*j3wInI7dSM4?lNouK7V;%|K#W!ns@&MuOz6=40^bJOFn zuLr{s7l?kKw*JYHke-g8fWxzD+U&5vdq`eHfk3mB@VUi#|Jvmr&WDqcnZr*v*HAIIs%9bA?yInpq zR5mqIq&o>{wo5wAFJzJG+#>pUlB*{K`xsbvzM;A<%)k}iCPi$@zWyopV-anjM_B(I zAeJU7eUK1EKb-O>hGH^o@im?uInmxEM-Q2WE!MdjfeXOP@6kv4R-5E6hajZ?+*2AK zOz8f9_4*>DP+poZ)q233gHV%O0&cCF8H5i!g*-Grk^$F%HdHmepr+Yz@{L;)BV+3G5e~eg2!XwRb*Fc9y=mE9(eB>>GR{h z^1Evri)Y=zG82HMVit|VLG7h(hXhQ)FVlDQUu_tx*%7y^BD)|g=7Ku6_EZN&NwB3Y zA8RcjRSJ1BwK<1^I<2?Uy>#r=KeOoL*8zE@s*;LWCFBn|jjQlC#3OU2Kio8q&g}h; zWxjni5jNa1`dLT`z7*jNQ#0bRJ4sNhoBLooxS*rQfOPySw{;sB^~EvVTf5s+>dra7 z2+r&}AUX)3%Cm=J_kJK_K2_4`*rZ?WJCIy`Ir6)uCn>{fk+g?GMg{;`HwVj6BFj|t zTaR9BV2ECt>fx(|+|r^#XcPB2T&VQTlkKL*Mcxk8;`NcvI=GxM!z0yc))|XWOV<&M zkS<%-@0VyMh4zDDU8fIor-QPVVk0;7hI8-pp~(B@GJr1>*VQF@#0MZ8 zQscO4+Tg2lw3QcQss*42^zBCF>5i`Vd>&lg8mowr5D%2JxoPNZqWeNZEimSvOeE^W ziB-5Wy=4_qxzI21ps~V$#+XFE@`gDo{xa1Eh*_!0ZNsOI&jY<-`x|BFS}-`tRf3t6 zpcy^S7Q(8;2?-zr0FIg8g7kfD`6^6{gcwo`-9@c-i2xA)+z%#LcFq5zLFWMWdCa1` zL&TM^>pBGp-#Lz8F#3Bx#$0F4ddsk_@ja?W)GH7)EfFkW5*$C@TFwTgGx}%3* zw23U-fvU^kS_%!4s;Tk0NRy7CINuN8;ZKSE&h$=9{!ga13>dkk=UXweEFJn*pFy1U z8h6+-i2_^fo#nX*SmxW}QDaCM!$Gybfln{VjIc5dI$D$L?x^}G6ATLPxmc<3JUoN^ zT-kqDax`X@`1!kmeDgLC5F>J5;xqt+sP!~%qCkrx-LQ1sOnWw4Pv(Kc6Zkr}v|aS% ze>FA}&Oh-r-7X{!%w5f5nnA$v>1IqK(}oEpP^g0Pc$0PXP{Q0TkM|}LArA}x7t45% zdl?+Wox%$6$ny2L&>5{=0Aia{mDB}+Pz$fXPwBk+#2oyUH-0Rl7nR$e^Bb}+KKuCh{P9>(XfBoP^F=SF z9xd&l`}1`qJ+?YJk&}XWc)p_!0l|`pqo*#7*%W!(VhT3~@R$BpfT>&3$JV3_&Nyai zdc|!LY_}@UdumVf-Wf2&Ir_-7`~IQHEAWjUW#KbR5uV-3^c(QFMiQqUTsY2*Z*e&F zv;ZX)@>cp5Ln>1bL!FH8H39v9sLrrOc%*ebyLYp2k%kuPLb2%G^I%Pwlx1KRDe&)ct*hKZA+gbp>0vp&^PM+-epd0_ns z+TV5|u$_sKPJ~dj+X7mtp~+I7xo{1#-N1C8u(2=7)w`4Gunp_igthvv?d<(T*|Wx6 zn_wN>+Y!)nf(``p)nJgx=u7R zA-E|QieP~mxCF^b%Ct@Kl{)#ey<4If|Iz=#=nwGncj}#zpBkKD+~D}7#`$;bkGY8x zDE{7=4#A$r0A7pp%S;)^_b84$tqihPT?BJI=3BwMI%`&@l;ZQ1_uuSwz@K64wTF<{ zQUYzK$o=@i)<-3-qE0q@BWE7{_mU(z$>$JeTW$9&X^nJCpUg|<7N()u7Zh={dD8aJ zMSg333`gTMAxa9bppd=n6r~u!ruJQF#Q82UE!lxua@ewxSOQ~ZuPH@yLpBUodpwM*kReG z_(P8NE7QILE7u;xp&JA-X-U4kP@{>~J5nNczPA-dL%KbpHqzSS@}z(B@Ym=)fZopLf5?( z2xJ-8Sa;O*3^vW((Ap<4ab*&;GPL7=m3!ttzpxBd=2*MVTiR$&gGzAv^s~lRcPyOe zzHHB{JQ%;X(2M!2z5HRF-uQ%kY9_v!ep3D<`B&z&2!L@)Ay&>fCqj8sYx}=ED--(R;-9?NtekE7 zoUHZhQzF#m!_eS1l@KT5pdo&;+V^GpiZUh_x;n?eSbCd`uce4=%v^^Zk9Zz9C8D! ztfF6^F}@YUNzkbt<+p;>)6~12f~yoNs!rbxJ>w?CP$Go|f<1%+>-#g?G~38sTf#dv z_5R;?+Ra-A97UJLj`o2H`l-Dh)R6h=k4!7U1uIZQJsE2bmA;yMM0^4;Vn4_ZU}h(J z&vtcgi~&kydJA$}FZ}S1qfSah1ktrnwqzq`0iC5N+j+T#*gND7%y3ah^I2`~rJ$m|Bym=rQ8Af`8cbY6vJg{>kybkQLkR$`rR>@0*G#gWv#7Ir9sl3kFp;W~}A<9WL^Dr-idJtX&O5ROCPtB_WqH$1%GNcr790Wn`zAx`tmOnfNpf-^VJsxMMNv_1pNk32-W4Jxr*`-L<2QH*LH+f?~$!;0?2Yg1mRj@y9P7}2yuc^4p^+fmK&4R0s4vD(vtxu2EYj@sYj>nuqnUGR9D^2see_Y-h4G?SO4xC)miC~26i z*2wf_=g$E;+R{Tj5G@SIR@xV<%Kd>krA1836`ig`sVC)(YR2Tdsqi(z>PM$jd!Ca` z;+6z6HE53Rgnub;ayRH)0$_yE+>i^u{|3N$o3T_}BeoEPF$xXpEkQx%ou>^4{J*Q^ zCU04p!A|2nZxIwi2B@y*u0|514xH8JcMg5Oy?yXI{=Hx|kZspzTv|0vCv%vO|XVxV;lLwmUfV_R)o1845}=`O4G{a7 z3{IBoKv1+0IqtZVwrm}gsnG7J41hLne>9YrrQ8V~{bCMS!uEl~6}q>&?6+iI+iXv_ zdkj4!v@^+l1hFN(Fhj}}By@SKMIdP#EIPlX#^=uzMc-6|6gijmFT3hP>C1}UR2Phd z*0kX7iZe;=?T7O<-1Zd*?h7+%i5-mcF8BBPWB)@b70TgN_V6;lgxs-TAr`Pdw;9tC z?L@;Y{*W#BA+%`%9Z2Ew4tA~p)yDIqY+HIvRvuY2C((8=KJi?xHOXxe+{JuliU|l$nG^bZ~DLKT;vvupVJFn?JWBzT==0YoHUs$M)qz(5dOhW9%HL zBb&;9U4OBPs}9k_RDTqHsq2ZluT0m&_*oVq^^bWX9D>JLKRA_f5PI9SmU8F@I$yFo z0)4RLvwy3ARRh8`_9$U=YuVAc2dXSfU;`o>P`?U%>?9J9i*gYzns%8!ePc}k`H&TZ z5L4(|0)FAAwQPhIxE{4sX*l?N%Rg5sk(;?6xFVGxz^BS%18mS|5ib_X0ac_*k3jQZ zJ1J$ndO0st5r$wNNF(c$Gr5twM1X#60Q?G}Vye56LEQEM*}FEhd>Ph03!uBrqnZ|& z%@oEbzd`zeg}d^I&S1U^1C58USl7iulL+N$`UM-RNj})`;tu?#pa;&$6njAnnbK=> z4@~}f8OC=Z{0q$+*@Z65aBZs@2)F>!AdABAb6s3i1X0E{lPq(>WQf;PZau}{?|Xy& zq4!?!n=DrEPH1lJ*)AKEYQ9WGg{aP}TjX&abN!m$nOE>EwjZcX9&g4S6LBzjj&pM*CXKNZZ%+1UoQvahn(T4AB`L<&bXq z+D=g9Mc>tbY?v)CRbUD&X+I7%NxpTEJ+RBrRzUAkXw+hprlM43ne5tj90H=IFMaU= z@O$tyy+7quE_L5>>gj8~`?j)t0zx@iSr1w6`&w%jRTLFi!1ag+74SC;H7=L9&T5eC z0iuyl*!9(h^e5sr5m)Wa&61>Q^yj#foch3`WSBi8K8vs`LJ%o(E5Ng`9tC|dEq9hY}As0=L67UMrQ->@G z_db@QMe{DLXthU&sP@P{`Yt--h1kl(SI?=WbwQRIXOp5!_v!7MGjbTNGc3#|*%b*( z>#^bZP$d;#mIhX%$9U_CF^l{U|3Abs80bsn*Tgjn8$d>&E@tV|GIC+Z(zh%>P;Ym~ zd)qKR@NQ54Z!`}7+J)8GD8HmIylbK4@)kDO#l;@WVJy15k`p`*N zq@0*UB+hO=c;+-knm*-azAVM(C<0CzSn_9o-IaoV*tUOPsdHc^3-nZ2Xab?TDi?wn zvB3swwA<3?XGZ>9A~w}&lIaac`g*)IA(=w4DU`z19qa;>!?iH(2q6GOu)j&rj;yw( z3l6@OjVpO_Nk+8lBK*M^aRqn1u}}#TQ)#ch`~56FrI8k+dW5Gfv{El<=HRx z9ayu01Dz?I!%8KyWE%|M-lHk6xhVYZ!JdDX{_-DohzxSH!fk@Up=CQ4&tr#zWIsE! z3OnDrpRv#uus}eNWq|EG+__=*sWj~B z)Nj8K>sQZj26NE;>k=^L#^yZq$&@-)VI#?bO>ae^0`MnAJ4lTu@M>G~c0x)P!6ra_ zJ_{GJVZL451|en)F+)7iG`PpoTz}{49}N%h7HyOVqz2d`Os5I9lL0fnZ#cnWW%p@y zAQVTcc#pySwY63XSH6@shw(uA=W^uqw?XvIw+81g0_knhK3t2ckbOOUsT=jO8RhEv zdGxa>5iwuq$0S&^!tYG+wMBeUCRDjPL|Z6K!<>j@C2oJxB%?`#Xay+ApN5G@ zb`VImPs5^;`E=i#WI~>>mX9}j*gnle!`liV9Q;zO2mO^1oX?18?UB%o8oIL!N?y|j zAv!O>jBWNmj{CZlt$ECPKU`HujKPlI_;c@LYz1nogFp|gN+iDaRN*m#wZtf(Wl(WV zl!d6|!x>nBbJmzk#}H#HA!Q1;(;G}gf!yOIM3^O*Hpl*xLR!9}#)Gs(FVxa~&R4STQ- zO1NQ~xM(}D;<~oldE;^{QsuKEE)lY-m#cGGyAx09pXok`%4l^MU8Hc_qeTtyo zfMF~;EiqH3MQu-!x2EGTeKyH(`oN1oD4KgY`T%uXf7SaRYwlY*j+B0T;rWmM4ClnJ z&FRt$bARn}d}0sK8U1$kw&oy>Du>E9A|X0Hf<8Hg*oslGXwTq;_dzZccT61S6vm^Y zDoyeNN1Bq0glifn(r1m3$SF}SaA5Aou}T$=pQ~??I*1$lW6w2^2IxMPC03m{fTod7ZoLwNh%j zB_~92G6KqPjk>zlSNR$|9@_`FmVY(>N0kvJsD|m={m|wYGrvZF;~j>GLUrmk%2Wmo z!w6JBDSnv@`k8cGQ6?qQe6^QMp1%dUo*e_i!c=Y zG(Im=!x({BLAhgOhb6*JPJ*jHqVRWj3^scf3idsv&e8R z^AIQSe~)qafO_vch|}NS&g~8m{(W^k&0@B@QW<;7G1;P4Co!ReV!uNX60j3I;DM>l zLrnr@rX!f1y^wqOwfC1ep>C1;cTq~7job{}7W5SW&YyTD0vhTcN*vfH_N#t*u$F(0 zzJuj`bN3xcN{id;BZMZ1+^%{O6VEvTNk9^p$lP(mdM3MbV<{kCg==Qg8^B0SA{E9T z3#}TqO0gFRV-yZ+SItMmPDA}?M@S-gP5&IlX&d8+L}~DU384+CP+lQ}+LV!nWc?tI zs@Zn~m865GF%UU`(GI?ymxCl^*sVKYv^BxmU=lYi7)H-NpTKm@6Xw9sxD}{Qm`vHY|I;stNT$Rk<6C=!)$uqTVMc54 zya#)T!SUm{Y+oXV#bGe!6HR!dAWWl4I5>f6AsF-U#_03piy7AAp_=)RA$3OkN=Tk| z=})mJ#Occ+NL;VPiVALvo#T;9077S`B+sThfPJW2)&7AL*eG@f+g~B8BleRB0UhA4 z%2YrcZ_W%n`=7iVUS4|RycFjTaj&wZY$E~B`zAA(B0SKTj*$4S#LiC#wUIPUtkvKj z;3A6Y;XLoorjLTGKyfBGBH2MZMu}^b8k(UKq;W3ApQOV$vDCl_SouW5JEZxB5q6|E zt`Mcp692p26n&X_NtL7)V(YBgzlDd+c^g>0_^~nr4ZIJC*#PMJ7dtAoGn?J*&)`Xgrgir+$%C9d=|VWlVVOP+NcAcrb>5SIUG{ zvhbbGIj;@|+a3!QF>IWNpLa;9cRoO<<7c<~uSva*7&);I3+hnZ$<@*P^cXQv(_YJe z*Fo^?F{r*h`d#2ze5ZWJ?cONfqp9|M3Y;B>pvxHgl&@M%hzVnU`OhVoSD(3wfArGB z-yd3EhVc=;v9mY8A^jnn1`q^;oLz_W!~T7EUl$iTmbD))Z92tu*~*F*U4TYDTk~D< zYXp`VABa@wD>Kr$#rwpEwB$+|CzpX<^z%=c>-yIS>6x2P2NzO36tq#%>X(aNX3D9< zxb+9&tOC)W@mzi5Df|w?Nf!C*{r~9rRA8M`YTVW!I{fx|#N`+YohLW4qLY8v$E&OG z9ST4D>_XLt7^!YR#eEPgAHW1(G!%D{#oQ!0&Ay@VaW_~ugji?t%h#sLB;;(})x^&q zc*+K%LlVgT+%6vZ8#5aekBl`O(y601tMtiX$9H0%=yj!jUxOBqlgL)te9<2 zg7JE? zqX|6_hBXu5L!T*gCivSHw)%x}45#H)h|^L&K*RmHXd+ zd72MI=ToiviNRM;B&-TUl~g!xm&Z6vvID#1jl>_vcu^2&aw=nnha-uuza?)VZG9-z zuC>DHpSbg3&`ahdH-f3hss*D6MkEt{s=?w_w?Bbp)CPDto~$KmH1 zyRltFiCUV^aAEqCgyA;EgHUD(lLj8YU6qN)yobvdIrA;hUe>Y-nriWLGY5elEMD$O z^i_~eLb@Y~G_UC~J?8M`H(>U~^hXC^M}kiFJzz6;92wxEB@^Pr{ts6H6>bc8w;;qr z?R!$Zxoy(?u{PRmsmOJ(pS2}azvquTMxxV9e#bGF{w5ltr}Hl{c8D}5lBG@f?whyK z-M}MhB>gP;paz0vvowNn>erYAMw*yII-Ygp*|sH9}332?;E ztS2svw+F>ReC)vBobP;4W#fGom+J@?YRojN6*E+ZHbbN5(X$A~Iwgcy;=k}9xqoYY z(@-J?VhVQoPxnsWS4!2UnC$OZ<1fy|){Xt+7|9eZ! z_syBNzt{KsGnAIBu&}V({@)}XEsLh&J8*e{6?bs3HcKl)ii4DIZ%wsYTKR*NOZt~u z=@I9eh-dy6F1GCI1m@Y)n~~&v0qFIdVE-$|f*<8M7*Gp-Z*7=)V)(Gz`#n5OH-AhB z;H{?5lk6z__Xm}>eE;i8P*FBA&ofS$DuW6Y+n{q5@q^q;QL=2xsjq2jB zbBNlQbAXM-T*bSUl(0UC6khcQjt*c{tk zazv0(E0?wY-j`?s39DDl|fNd*Ed;-`ocK;)xvm~^Bm=d&A z+y~;6G^?AUe`7HN+M#Jvym1`@l6}x4kh}8!{Y6~uD+qnjaryC(LJ@)C?>vecOL->` z351E?=!mll@woOJ#(1M58bT(+E@Z+8`%Luk)6(MN`%x{(jxCMo3szPThCub?%M+kv z9y)ZJNJySdv9t*=#zqIzjBK~;15tu%`}}O*Ty?y{Ap$BGrujF@H`(1fQ@9-cnJ+gz z`8=h?`qGVuQIqDTB)*QaUU+GxQK*K>s=cUWq2865pzA zc_;UC^{Wd{&gggIE|xSyv(zQ};X?{>?@xi>$DaX0ryKeYlk*v#HNt#VKX+7qU%eNP ze*&W+nHbTRrjK?AkY>-@V14`%!hITb_h_B;;ctfJR~~Bi9)J_zRV?t)MGYY#%4Z*F zBla1snQz(b1F|LmYcl6Yp~fRiX0~pGe3ZtjnSQZFP@tSJMl~B4i|*J3M{=UmG7x*{ zb_EJ!#FWL)?x3WAZoT28Xp81TyAaC&Yq0i>eCi;&plDly$^KrNnkj+Yn zI4u^1L+v8O_;j@{B|OIrXym5|tfp-8NCGL>;SYjUeDxQ@vI9Bs!5R#$d#QYI*;hRH z_>zv3jK7ju3bue;IYhUdkK_RIitXT<2M}9h@Eny)*BPeZa1VXyLGOI&BN!NpS6@F5e7GWUr@F1V z#7_AN$WY^lJ5g-WKqj1@;PGTxl0DD8m+lnq$o_p%DF9P(k0hnwPHLj7pVwm#hOfyA>!b0G|mdPoTKQaLjv7 z(AEEFo{=kg8nN0C0u`d4&%dc-S?=chgIc)tltJa8M@*Hj|Ai>w)g|Nlom5=e>zI`!FJ3;>3SiHd&37)+Vg8!WMi78Lq1wqy(H1><0Abfco#%-&PBU3rgnpI*O#F zhF%Ht&tkkmn%Abt8aP^F!17-UFhP@Q%7q64=anSr5OdFDiITiHbohm7HsLca;_BbHjtOFkUY*U;{0ust1J z!_M)JD!xdu`n}B-8q@*(JF6OS0R|zP7K2iqhtNM_GO|L}T^A_g_KOieqvxHEb_TBg z7X9Xk{a>up${j)+^US_pKBMZ)wz=xxCFm2lGzoz}3kR!o@d=(LU zQx|fT8Q}d1&e|gF68{1z+u~iC0?nZsLI4q{Ju#9dZOcJZBGBr8!P~utFDyyE#_c=0 zQ^+X6YUz~)%dRVM=$!0*(CqwuXPYh2N`=^eb^iwCE73ExfTzS<-zHjU0#6#cfBpJZ z;w0Q%(5U6{RLE#Y(?j@fej}66W{OSsFJap5U#-J`{stXxXUj&QTyVeah88a@$C|GA z`OHn!HOma)Ih1@1zgJnl-tab#e~y$!6fjd?)*+eI((peMH>L?43d>m;RD3Xd+EL|? zvIZePuiFFvPM@}IvA|SYHZDOv0r%OX^U0ZjPuolRZDShK4C$CB&AefWXokyL+kue3 zwyf{t{t9mmTDo{zrwU2hQ2<6mz?B_6Kn-Qu7+C`7LU&LYV53tg%#F#CF#&-|Gb zGD^RE4yUftUSqF^ckD^5%RVKCB+?t|wy{$96g3-o3s$g8y0gVF;-8tndzk8$1-pzQ zlXPdl#R_c@G)Ti+FvypQq5}laHr`ksSB2)af`a*O4Ym)8H*EV!bd~^?bZ=n9%4P-6 z?SM{H(TV-{^;d?O8F0dAqY&ObuMW4m%0NEO!@4yoUJ0_~*Qhv9^JaCOeBRx2TvRQ641sq4eqB#qaXyWMp@BAu>)DW~hs;ypcO z^81B!3KwbskZxxdBP83o$6H@mdG}of`6I`HtP(LdzzMEQ6!dk`FlI?D7`NLgpcH6Z zBBZz8tgre%2-8FJE*3@xMyJj3bw4DO7>_xFP5P;_b2gQ2ur03T2O}4mUUI2<_LbZL~hr z9DgPR1RAXz6)KFAm#Je0xLBcaUcwIV0q{>FflH-g4FjDH=n(gHUGfhM;wh)@08s@fWI}Z=*u2R|@d%!osS6nPPSD zEM4M3*0=o5gpk);vf|vTfn|>=AlN6EGpkLaAKnmVtXyawQ|H^5=rbFBO36A{=OYug zy8t>rQEeS=#`t9Or#Too{imMuWu5ws@bzr@0=27=%Qm!FvTygGfkp2eKv=6qtvUHd z?6wMrTChdbd^44@n@yWs#aJ~P1(T4Ia0DgQ*@u(;mCgtv!cuX9B(DZR|4egvEHURC zyu$Bhtby+SnX7fs?SG5#S`93yF4L`BY3binXK zgvT6i3YwoHJw86*4@*6@CY6#hxy=;_;iV;8N-C(M87T`sUb%bG;(wsO z^h%z=-?r%XVYPK9UcVQUr`k#z-j$DU^q9-K#mn2nW0EBAVN(u5n9c55TS*}(oJzx= zliK)LqaXy&^=FNf}HMN1(|1B zl@wAY#yr(wzm8)N{5T*B$^14Q^(zhPV-2mTLqH9U7m{#hT{+2;AnN1+i{eGcY)GA!%Bbl2-z8&7-a@2fvZt=m))t7WKmTjuYc zOM?TH#NagH-Gv&`!pY$Nv_*7^ed{B*XT1r-n@b>)>wPEp8@MLP35Kt%!DCLx8Khn0 z`}^^YKU*c*?;zi&xSlSaV>g&>{&XKf-$X(_RJcHUvN4n)rS&44H8g?ij1?Vladu2} zn*m8YeS4AvvRH%$!(=|4uhyTJ9l6zl1HInZ4l~0x=7-&A#QeeMV_)SF|MKeN)pb^s z3n}TXORWBJ%tn~!;Dh@0yNP`H;A7yiXOsUyMKHd>brLU^&^`ylsgyyTfaGP60h1wF z5XY%xCNis^F3!oTRq*e|vxxajTu79q63~#AQB-*bPII}}=s)2|1NSXR_hvsxu-DI& zwx0({T@D9t+Uk4N$wM zd0lDQY_>FHr9&LdQg#O_iqhV$J4t6HLbZaq^lRe4vuhx+m+#hVvs4f^e5&-CNRI=L zV3o3o5FnF;bIXt|;sN6MZhaEC>VeyjKxF~$S*91HXyUI8uJ^ke7(UlQQ$Dd6k@ zR8%_?9h`1O+>2qe5SqfQy~?!aO2na{;MKSw&{xI0SA`!f4sb&DyVzO zXJ{-@c-%-VSI`N4Z;u1XN1tInr;z<+lQ*w4Un8^mf*!>)s|Nc1I!Ls0QfD9yt+-5W z_Q}mRkSp-*6el=g7~s&dqCyd&Hw-la+)BqgURGltZ~a=(KWYNBpo&B)kSsS+L3R^i zn4@@$flL+5EgpC-5A&={)RhWkC9Ai&TcgrqnZ+t@u@i15bZ!FS@^w_HQZIH==|hNw zj;xkuK+0+M6{jR@9+Qg(oaS>VP!>G=`v_9pq9sYwT2d3hKzx}4`rWG69en$|mr+)Z z;y7<8<-ziZ76@7vYxda~ZDYQx38#Ms$xa`B%@yWczpL?@9i^4rwLhUL=CeNj{>wR7 zFn=Rm(z#v#R)ag3T25z}Yv@6tZlYV2-@T@HAXYP{B=r9Ikt%@jJ5e{;C=H2%oNhL1(sXobzdTq}C zFWs;J1}>#=#|aYbRcx=Y09xU)729FOoCLZ@?cqZhky6$m=oN<*!0- zg3&a{2D!Em`H68ktasz)1%2v^R$(0xu%ehj!2ek}ruuL1?ZPFW*{iNUZmQ7@#uC#j zc-qnAgGA;YhXpZ6mz4X2|0TWW`Sm%S$E+KH#$;hWkISB@6LHDBOj_2a3%T7frd!P| zwl4XF{4?w(r4=)A@L1V$o7ZzNj(#M< zD2l*2H=;l{z7u5$8tLmFw2V2$064#f!*rN|-Af5xudxl={)knly{lw3&39sbPvbJA z8eXrLdO6jMGlJ%lS(JxEUy9ya3e=h;2jhl3fUvyU;Q4SgOO?K1$j?hDR1eWK4*c2Z z@dF2M-uEDc+`cgD)Pra35PH5E()B!$p%PC*LQz4)Va0b;UpSV zkZAf!p$8vY$YWN5oB#%oBKQGteP4Zjp>>NKE9unjzB{j1#~uhrYPwSq=L5aw%3=6C z`CV4bp7B`dY&Wa+71i;~2C`PLkweK_GhAtqj^`ba#LGQ#Br3HGP2cm5sI~D@#JP zh0cKE`Oz+E7+>DD2UK-tFAy9X90Gc1H!7y<@{ZPmN?d{?W;BVePC1L*^^l7Dt?zT^ z+^4!Yh}Vbz!t1}Z_Y~{B&;iM_n<)>&L)A?ob@tox;SXcJzq$AF(bO|D9n3}1Luw{F zz&s9eyn-#-W{vKF-7KDwstNgfaUwU@9qZ`!uh~Yo5#F33IH|oiiAb8E)DWf)Moe_0C#frC#rI-XJ~d$PgpR|P4Scu8r0^LLA1-EBF>iWbRb zRo?FnCAXGiH<=WACE^A6Cv6$ zv~y3x=H-HQ6ErnB#3DdqEXp8FbfgD;lg3KDmM<~t-&HH10ml!T3lhdszn~FINgeW} z3$*6>t#4~Yet*;A~-arAjz2hNne`S%df9* zUw1SD3E;+{Ar%3S#21tQJzkS?z_acp&(l_Wv3%o#vfJoD?phXPb?R@!ledzN{`EiI zH4NOJNvQX9xr6cB8rw?M;fpolTzfR|Vck?s0K^!O3+@bJ3;Jsk^DMvlP(j=`TZ5kn zamnegElu)Mxoll`BMr?qwnfh;T2#7+KkglrFa2B2WwSxHZRb(^;A8jw$;6tqxp<-C5Vdn zxJ{k=FP4mIwFL|G>@RQq<&g?adyFvyP#`1Fi#b-&e@^C$0^t=pPmi8%{J14@2}?T2 zjS-kbP+T4uj&uh35sJ}VbqSJ7(M)##u1JElXWM|)5(B9qdcMloI<$>RJe;Jnq{fS> zT^y3{Hq}zDq{^-0Uo6H0Z|TccsN-5@iT|!Sb+9pcn{))jb+g>GyV4Y+nZFI56+ikp zHm+CKv5?;IXmT3ibxp?RbK%sdM6{!qgPcggCm{2NOX$X{I9jex$CCN(dFWwf$ssYR z-b1iH@ek<^eZawt64p-pdn!1OQH;DA~bQ!q+y_tRH7o={*PgX`xG%3QaZk0@;(VIkXE>$ZrD7B9`kZe(W z2knj=+w*)ipLE-F!N_ZT!{L3Q;32Sz)Te%b2FM5A1A>rn?2oH2vmJpRS~2_U+l#3? zx}gkplH;V=%bo7`f%>&r;A;Z6nmAyEkDx1x;L#G`c__dn*+cg24zUU7+zI;agE<#cj3LrDF>IHWHL<;qRdnkYct8A)r&_W^bsiy=1&##4S|}_3Q#Qvh0GP+kKf{MlH-u*k;o}YMoz1cFR344e_u}c~h zfNyV@+kgKq5#tXjg=qmvWk&vq@q-A{T@bw0VKJAxJ?jB*PP@P~&<|eZz-4;BTHl>n zXY~)@cmJ3}(lzimV?LU%Z@*0gb@s~OI4G|(9{mQ|s*Y2mJplS&6*pOD?;f`Clwd_? z%RMr?Mh(K|Oc>NM*urx9!#H2*Gybqf1^_1CI~DldW8do;C**qa_{-7UY9Dg%NsV*n zbt+LSeByxLWJShAc}e|%l68S^<-1*`J$lLdaY4MI`aye{Ns%20g&D25_4+A})ORqp z2XT{VS~;;;>ciuY`3FBco>9q_j{teqF;KJr*1P<#(l==fOnJT1@ptlSQq$-$Z(BkTDXGr*+!3{+RMZpRKt=X`c{2 zHe=6ZbC`1dnR*G)#p7WCN)1EE=`aap=PT0F)1IZSCSLF`s#MK4rV{gWz-JUZF4_vN zwfns9`g=M%?36qA^^A`yciuJ!Od|kg;X&KBr--L(i)8vZ?KRubC}BgPh6`~L2KOH3 zN8#4T5bmu@^`mHS5-zQsz^S)OuD(<8OJ|K@m&x5P1S#LRt93OYg@$1MZ{7-QcwSqw zy-ZJUBD8cRmDJZHj5yM_AUr41=?y7i+W05yQy6hdF0~#xq)n4o3T`Z<(z7YHuGkqX z%e!ls0SirI*2AG-yYSi2j+QWBk#$mvSMXZQxRngPc*t_%hx7EVUc+05U zjqD+mIjKZlOEc|!vfO15^-Dr`1NLM z&x^+-iutkS`zIqrwg465z4T#d@>sd@)FuK-KXu%KQJt=ydb;1%GvA+n{WV>Z@&3jY z43f}YPNKe*-_TuRIPy{AQr7%Js9ff$-EJs^5~qVQK8i4`drCgjJpl5}QLO=o->p+F zc2fGnl9-eFi1%x>*%W+=c$~w3*=$Cpl5Qq~ADUEBR@xY(iccB8VTLiof1A69nvWmW z+iF$g=_@&)xqZaS4n;i*k%_#^(P_M(=ltR&jZg~Pph*~tO6+#C-t;UUrX`&zz4r3e z=c|x@U}PvgRJl2hbftaP^Lu=}LgaZfmj=`{*L_ zH=)0kuwh_qBPBx2!tt3nJ78oLmKgtia|&!PFoZUg$lFRvL499*y|8Cpuzt70s}>AG zmUS+gDFI=0|eG_Zfe-28_KPfMa8YYK)SQVIR0H;J%+;2;XkSGzFbD zsIK(qDE*frWYV!95xL#mGq#<=VtM4}?yJ8`zOC8zBDamN&1y{j&12<_t?)bwS}x_X zPVNy;5;5+d#3zFfnmo0Ce>!|d8AYd&1k-iL8?`l2G%wVAc?WiMrmqayysk~pconvq zg60~p-$thENhJ0x$#6IL_opDvTbckgJhDa_4qExc8IEwv1E;@{ed72~O(IUF91S-1 zEtYH%tc*hF_f%H(Y-xM_9GPjop_OPX$)Pr(EQ;=B`*~R*H0OwrvP`JqPVb${0(Ax_ zNYAdGE_ZzfKU4IWjcDj@k8S1EexC8jf)DBXY`x9$2PIFnqVKkq@a-z_@O|*RlALyu zvgzt|F3h?Mm{N{3umB@r3J9$tm$&*|q)V5n8uUJx!zU#ecuW@AKax4#W^{VbW4;MTrvGrc@g1P(j|jqJ~lA!-;U+6{6w znMlQ11hH;P!i#exYYfZUk(wLOBQ-ejP;R*2*Q%x72u<4Vt{Mx~oNPKjJ$!^~Pwoo6 z4y^~ugRQ#-3zQi4doViGM{Lnuo?`Ho)C*_AJV#2!{;u(!eyj?L-OUqzPie@(@LdM6 zX2M8+D0QRbp(S`wA0T`}KK`MvvGfE~L z(2x2VYJZQKu6YDL`jfp`*EJ+BSQ>F`$a`#R<#P^Q#gZf@%Q)bND=d`%c5Od(?DQ&{ zsB`QGz<`paSsty(<*|1hicc`F9jO?FkYIu>_4;20G4JB`f}@R!v_4Wj7P;1DWI%mG zt7*S2jP%_(#tADu(w{ETpTMc4*&;_vM*E}2O2`Tf3`*|4dw4RNqsfI!aan=EPMa1x9;z6JbwPU??393_c`y^bv>`=xL$hQ z=?c!L1W`#JILyYVsnXDaLP;&(-92g@Td95TE;-!i8K$1dijYQUC6*Y;iQnlvbqLlS z50~CSbcT4F4@+ADLyZ1koCdjvJ>}!S^THVPOf?;fFPF4c;t-lzATJw@Z{>%pDvMee zc5+z-K6L*jbmx_ciGMWCR>_yG&Qkd70K?Jd+FP$L@W-aTE}C(Dd2!*x=y%Nm3n`1@ zOvx+-79wvu-KGgx;3ZDp<_PZAZT4Q!cYi?;q4zQ{z_Id*>R{A`H?MuBERZ59|JCL6 zbw9@e%!DUptmVO^s^zz}oN;1K?{4RpSDJE0IJOpif3v~UZe4Mw^$bp&NB6YqIfNR? zOL=3E|F}iYbvE1+LJvqGpVOkv#k-o-|fO5VDZ~G7P2Fn*tJ#nx9TI>59VSg$A z&J*Bu;d3_vI#?1T|A7RyEEOIea|+scQ4-8Ha{FA-Gg0kmKm906GSBQWufDt(Nw@Fs z?{0OsaOvumMiIi{uvf-RKriq7ZJlWwGj%_3RCmN^Z@4z!INPde<0ro$pC)KiFMvX= zeIIZl4$*_tM0Kf4uvTytK<)cmneEZ^=nCvrNKfPl%QpzN`-(G}GW{bFO5c$qkf*|o zU@QI>9TKQ7#F~od5nGIRV0!3))QUJDc~_-C(IGbA$P)xrtLBC!33YUoF$!9{y0W48 z?*I-}uJJ6nVYU9U_~+(P@v~v3gRWC;D-u{WpMs@V_96iWPLw<2W%u{E~tfOm#1cLUndu#lh8l zB<*h-+Tlq>j`z}W_A{3xes=z z)tPtL)pCj2yUbQ7)gzb5Bu6cX41*n?do>~L0F)(_x9TupS!w?`R4}Adsr}3#by@2O z8huOr$~n3SW!fY&chPq5U!NqxLf@{P-meR#AK)v}HazC9=zLKzR$(jJf+uhy`dg{{ z;}(A&y;V*yG-HcwXz9fzUlnnnMJsZ=t6-A8DiQ>;eO(bpxyoXthB%ZNyPX$(cFt`n zqI{TEE$>jZLI&@IW5y?L;esN*(#&3&vzh#mJgEKD0Jj4uKTBDQqqDbJxS!IX*s7nB zQ`#&ANVAzRpP@3xG(|UK+c*Fd(=gXAnVMrw4X8=493aWB(pCdz9;+X>U%F-Yz$&gn zMV4*+WyL0YGp0}&b6xi@ON_U<+m1dSt(9qy=BQZIijV=?zfLASk_$)gb%G|>4>NoL zw8XE)Dj(o>uba;gQdk*;4*+EuwO&BKj;&yNBY+V&RJ$_X_AQv+-$EWb%Re%-EQ^o_E>V@p$)RdPFfZTL=IvoEvhpO`{1@lHWQ z>iq#I)mL8GK~ZYtR0@M?bFb$8c&TS1L(8J>EF3Ah?||Y?z1*H=2!2&1It8!M6TC;= zQ(mgSR8S?roToy|u6mv|@YK70NV1VZ-BP*6*Kfh|H)+OnE`k>mK}G>J=Sa3E-lkyg z=YgZJw&Gwdnn#LUO&>DAPc+eXZ&6ii%YX!OgD}T8w#M+Y`6zJYAc4N<(ci)Q)^bk6 z%^nqR-{xO8b%_v{vl9K$ojp>_hA1@Wyd8Xqv5Pv$1+2wq?kBJ#btZ7iqWk z(A1pOoFjsz?ENl-Tx`d9l;wwrVD?fz_dwtGaD>4dmj9Pt?XnKy3J6kR2HPD!e zzCQ7IR#z4g(Ks?H?OAvN_u(81TO>r#^KB<$sbJ0bAOvO$MOv>3c4{ulD4-04#A*|l znr>C^lWDjqUgmu5GuPs!P7nn7({5&d z#Rs8kLRWrg)E*;Y$@&>wY;*sz(rEz zU~er6AL;Mz8EtDfEqhuoNn0is>bXZRpC`9k|7fkR3$Q44s+xe@T>F*FJ}-Yf-2BC# zlcym;@VUDiI|t~a16MJa9{KVJ3K~xSe4~s{PvNcK4A6;S)7Glu#L?UFVD2n^h30h` zq{O-xVr4*6>To4QqA97}%}pJ0jf%j8SJ#J`vJ<~q@=$*N*W(Dy6j(%o2%gHwd&B@h zR+LijI@~YZ0az#>tSJba^4J`=iJeW;(_!)CkRR1zDPX?6R!OM>m#;JpuhGL@_Dhb_M^?Y&RIdjx4 zy%t8*ts4$vG~MsQyV%#Uj7;wr13FU=p392{M&eXDRiq!Nr)O;l{X9v8(ES(*j$TcY zW;DKEQIs`9@^psGMf?}( zVuu#|@O|3W4uv%;PW^wM^fr)jl+zhtNV@TD<#tZlP&OwPjP7419=Xp&afh#m>XDnU zN7ZlbHc;m^1Jo$z+s2M+htO6`-WVu7i%IDgyuvsX@$3J92fB`Rawu;|( zEvGyOF7@D>S76AHbiHA}tnpYv#Jl@!y5wC8iwWfeIpyEyh;QzoLz&H< z5V8uid-QTQT&GhoTIY9~@}PSvD;C7`PafERI8@-;IzIO3@FHw9GO^aq&Axwtg(T^7(I7a_31vuXjbnM-AJOW1 z55DPNeTC*Sjn_lseAT3jQfTdJeexSZH$K@cX{e3Ao1|!ZDRnL{6U-v;L+=I86A2{r z6_z1+$2Zdw_#HGSOm~)5*B;&ve4-v=0XLjnD;3546|~YN0<%cj`1s3#*`NB~DZTAp zi(I;=c`Lj!(Be5!l1)}VbFpf^`2zIv~vb?7oIA$Yuq&EH1z1{96 zpBj&+>3#^$IxrQl{qO;P$*aP>@8|^SGjOQ+AU!?up6|_#V$NScTjL5&;m$gC|N=CAbnW(7LSQ}wOJ z>d}^sE6{9SUmtJMg4;=$(nLhhRXWhDH|uErfq&EE6QA#u-UR_VT+yS5cs%!Tz9=?% zz^=e_rG!d?`bWv2a~ar{yE00*-P-4U0eNT|EOzLUDs89Kt^ zw|b9Y%x?_k-r1uxvm)I{0E$PHrk@fNfx+LAuu%GQaZ}8FE%(E5{@R(8@HJu1a$zuq zg;32)rXqk$H3CAkQ)w?~b@rivvX5RmXXaU*{nu4A@#QC7l)p#GrB^z!%!1OO3>_)b zjw?iq^QbvqlmiBe%C2<68V%hs2h9pnptQq) zbuh2mPf}b!zKo}J-BM}aFhCZ{6re@(48>{_h93SX7A5HE<@Up};U5#NaX;1RuK;Yn z&n0Ws@L7jewiy1;v*Zvx4xf}7-7VpYh>^ySYOqjs*od94@piO?Q_&p@#W?BnNW{d( zVKxjz@?s>#_Itk+xmHb?G(s%zEry)^5w~uExrJjI?QE zT25vXgc$5FCrqZ!tF$>=Kig7u2mkj^Q*D^5_+P`3?zT8doWB2MB5Ev#iGQHsBu_7x zyiOs!Rwx+UUxUZV^Dy}!;s=*Ce0k|r9^jcCfL^uTU=6FdrIZ9Z^&|6C|GD8`A~uXI zmG}!BYRDEQPqFA#9f0iVV~ruFq0+d3!|5;FDwb)DI3=u~05>x;8@aW%@VI|1_cba5 zWAJt}D?R2RmBE`}6U;8yi;uW;aFpms*)`PUJpH4*I{&TcC2wyj?MvSM2WV5rC@c5E zYN&&k$_UH~TN81@&j13}U5FohAaxG+l1MA}Dx@Rb;XXyjJMcptQVp0t3dBTd6!|6s zV%yBYUuPTgmz;126kc$9zNiD|iS2VzWJe@?(=)N?3OQ|tbZB4h@@a5T=Fwq$H^$!* zyw%*6O1`su7%WbVTIK3c@hbZ~8+7=Ca78nsW?m}`iFlOTPFE{-FmzkzI{J4XZc=oP)cuDjFFZWk6c1TPlP?vZ+J2 z5R!%n^c3RZ+v}e|nJeFPge$&!xzi%Jv!UMi?&ZRRP4k^|aMYiK@$mguAtA<=7l1T9 zethc9)%BD0A-4sKVDF-M{7Wt@zFBC5DsLrtvC!;b0#s2Dsz#~sD{y_pJpdwC7Q^8S zv+|3{-picC-_lRockYO@7=PcMkXteW;%-5@7r+89~q=^*9;v>vlNhTTN~CK zf#DitTLv>*2Vkv=Z2|Rb6VM5Q4LNw+WIQmy5L23!MGH>^v)dYViiFpsSOq zg@-xf`}2(F#z{Rk^{ z2cs^nr*Lck9IzVky$0Oe#Ee`nuA+M$(XTQ@1i z5A(f5qOlTl5u+E&MK=I*|A}2o9%9H8glFI(w?@v$N{p4>4 zyYxR_mG4YznPl*nv@S6Oy_w*H%J7e45xx(`i^u)M78}-Uf3{*v=LxUrt_7oYA+W~FB1%syYbHCC51O45vj&ntge^YJ zr=|D;hSxLzyN^7iXc51dQNRx?}7Q4B4&oQ)Lxxq;Id>_KmAg!V^jV!nMzdpw>$ z)@~4-CJW>42l1CtIs9tj+e4%H_)*ql#RMuI0kuHW!<6*pMW!3K?>`(%$N!%<>%Kt2 z`TX0|<$Xsms+NtyWK}apf&`0|?0RM5U)ZTQXmMzLXRP_wcrn}8i$FoRKzu9MFfz_a zm~q+o;gS6LPB|F-YGb7?hk>)*Dg*!f_^ej=pYJhdFYRn;zCHaO6F-(Wtg*xFk+}+*=)})z?%loSz{(Tsm3@{~Gu}PjO(7oCyEbg=P^DM$D1s!(aJ9e#r zlSgWedDd7C_gC%2RF38?yO0{|xkvFj!%&hchP(JMNqb$ej;;-csvod6s80#!W0FaO ze|Xg0EkWy+mO~P@aHz~Oz6ZIq9a1PQSNfhoZ9volIO>8F5}YpH(AwLR@!@jp{Xz3*_*GVGAMa(x2Kzy{!KQT8Q1hP#Q}uN+H) znf#&o2QZTxH2}r<(j3zr%^l98)8IE_feedPks>&HPi#Z?y@Tmh-dhlE?2@K>4>6KT z&mka_T;TOM;`El*QvpA*Vxfd)t$hh<%}j$#1*YD60&lqjYFYAfr53=Y73cluZxhP8 zFMueM_t_vBYYn}N_>gi8Oo(R?qY^sY>=K3}jiEqD>l0N8FK9llrF1H@v`bC(>9WG{ zQb&iuztf<3v-K@8E zH=b)eKLb;0xWNA4@ipqRUB2}aRhcvG;oTcoN@Dzn=8`SZ-~~ws8R|9|GOS{HT+V7byDZjJ=(Exp%d3?Ns0nY%h_ufVI8Q8E8 zS5GSBN`5W)1C6{H^1k%Y?3*j4NmJ=BZm~Wa~N}n8iH169!-HW_9bNdVnN*?HCMOH&>F6sSPh!BS6(ZN#0Gzb1T&9Q;qK2a@!P1x4xL=G9MfgEuw)gZ3WdV|baLk?20c{xla**nV1+zJj|#+hIX&8O_Zcjj+N7kjj54pG2iDd1A>M5`E zMihw>BMvCFgpp>xPc6@>xCt1bM5N+Yxd3AHYYo6yDDE*(9IWo|E_(0+5JJj;phJX( zdnq*&Wp3q=G#1OFzwE^pF`H}!5v%>`g>u&Sei}|;X1(TMHB8ot8#<5)!-cHQ{#o&# z4<%jyUMgRW?xB>wj?!jWNEsqdngLe!JN~+7CZTQTZ6ddcFy%hJ4Goy;7Hl**V30!m zUoo*gAqxt7=#bL1pxv2gCQrs1^wBYn-8{>8EGa?cQ!LtR@uT(j{QCOjK5v>3-*$W~ zYNlrSnKVlPtWKmn>*Ra^MZE~Kye&9)Up&Zki#m&eAZH3po@H~isZ4JHvL1hdcofEi zL~DfF(ckxnHUD z$ieRX95NP%n6|~xBz~I!U?Cgr#SZR^U3#nEE67?vKK=kmk){^pvjIR@0#N#}l?c2- zKe@=)cs2*h9CewD^OCE|mApnT(HJ>bBSDNV=@<^iEj}mzuG(2zlaxZ{0ijj z3q$G7uY|qOy`8n!VO#!ZvoJ0Ohp2=ZJM_!=>Id8Xuu_OcOM{!3f1M7^kk<3u(=)+C$dU8)9C{o3Xt zN1BE4TYDwfpPr{u{qak)JxwAVVarBn3D|Q)(c0J#iWpufxiS#+_)}+}i$|H$4pnZ? zepOUw`9o?ETTgQD%L|gAS=5+MKOv+MDg~bBG@u?j;5jOWIrwQq!_`0$w+TR+oN}vv z?IXGE=CJglhXIuHFk}u(q8@~|tdvH7n=3FixF-eXGNEK)&4FW_7TDJL6cmv`Yjzh8 zGpmQ64oo-*5h1sysxkugcG*qG^xFl*n7OGVz$xZ_myP4%OS^t96c~q^ul}M3dPxG73x{(kKvsxdyEnFNa5Izenfizr;%0MV2YUr21D(GK^E$b>Ik~>m|->LjXz%|ccVn3g6#JO}1B2~u@-l|e^0x`mWs4NxL!@ZcrPKO5->-ScH zq?Qs(8by}EDFnA(Hi2&BK*LI%KJiX{lO#quaceh}S0l8hmWm1!Tc3;j4rA9pYJ&@3 z$5Xh0NF%U|b+`K(3a2mfE4o8ycHoDx=Ie4`I@-XIO z&iHYP!-3~wweNBSJ0AA}K7#UIyftur#deKWakNe!lu~US<&U%325xJ6OM{d6=Oe-k z%kuxmOyn<6M6I^pFc@&KXorN{Gk^<6!0rIBB6%5Z@142Pbzu3(hq+W9eNt+VaQrCE zPg;@&@Z^?XUpdEBt?S6JUo&o5x+uPsqV*4tZ{4u+A;6B+VH#daDyR-c9*FS}?LyYv zPD(M=7IwMkp$oI8Uzs)NS(jmesdLr#Aztl@_=urnn;zlVbZ|e4f8egD1fWzXy2(skB6g0?{5ZihO1^Mix~%@m;F701jK zpttL5hGdsOM%@uv#^GlyGFBA@98#uQEEQaDQl??zKlzv3K3VA{VH@A3ks?4W^L}Dp zYLJDCyeh%+uSJGKi_~&pL!*|DRNs@iXl#EbWqc7&uPVbjo6IHqh}r3FaV((xkFa8F za%S*({jN0Rh&@;2;qH?X6whdn=ZK0aCq3)A#Ue=L zN=kVEW6#OmBq%^IxvXj7Lv%}2YDji`Yw=igf1Z6U3@`X%o+h*rgp2vMF~1|S=lFrs z&PKE*5uJ&cOsf?IK=D z(2*MnT+Cn`85GA~k4pR|=>K?QGzO~NYBYTfbZ*-s+8fGXiWGFXZK=nTxeJ)dJtZ}M zma6B10u4iZ1dLT5ikr?dgYC9-f6Wjs1Rl!)<}ja`0a?M)MD5xvWvo1saI?^X(LqV( zdek05&R4?d`>4Nq5nl{kzt86KmAT0Vr+4(echzm`{m*{-@2t#=^ZB1pfc?Mn3vH!h zh}4l_nQj9kJW^jC5y$HMio{KFYyyPYQyU@gBYp9j-k&DkcftIF`_G@Mt}LtUu)>kV zejrKj4o}~Vr_FgH>750fK&65-5Z}%=kOF>Zujnv&^8yG88^dCHXc7~BS){W$8wA>8W&;w!~lWosSihPxf;vF3lH z{l_cqXiP=lc@c!B)&jo^7&}xqtDe6KK3M+-++{9sbbMBRn{NOqNQMvo=c7GR%n+n3 zpZWag7`|O#nyd4Z?}JT4;JHGx7dX&mj>)tzB(R7d#cCO4t5jM_sOqL5nDJBINe0im zerxl#zD%q!rvkG!!BufdR*Q@--cm?Ik2!t|;Xm{5aBx3Yf2^PQ7{8@jL)3 z}d7_p3Q2ttKe`n`9ChGVYTba8uqBNWY#J>ocQXTwh6E`ulf4-{K= z$*SptE`D>mPzLhmxuxq?nW_<2V*pWIHRWpdnC+#m!2Ire8n@dGiJT&jv57i3o-_G9 zT5=jM#med7idEcH&yztTY8+#WhVRciRSma6RkF-ai4e>>L1PBV-c!j!vQW*Os%%B!==za=Xp}gBD)dawMZl(DV zIxK65#AfmbuuTUL)0MYTAApcqK4!ot;+|ZK8rvdT0cAc>Imv+jMmhr8b$g0vRFzt8 zfNgWQ?TBYCeQQY1ZbYV%$9N`RL+&O&e_AC|M5X_23(Dnq4R#|K5*?t!2 zEd>#-GWEL!J~pI)4-~&=z#JHNR+4CmLlCXr>JQj90$iqe@bWa`(0_61)pu1ID!V*A z*dzP0c_23lQDDXum^*PO%=Qk$=2I%h!V}nv4G<|iul739@M;{7{S3QczJTH$jb-Bk zxhD<03QYlF?s4KhFmjWD8vRss@o@R?6J}%r-(`TXFmAEGckeMMHp)CzX(VdCBPlxbz*#~ zqtHwLbZd9_fhjawy)1ku_*-hSB?Zr+JCo42j#dX>1Z}J$7!?^@anJ`za~U>=?<})r z;0Ah~7Msc$5A&rC5%$1;rW>d8RN@RYv97|&McnAt!U%6;_}c8(r-p)N`3~GFtmm{Q zLaRdHE)rI;*rV>fS~8Fs(l@t;zq)Zr>+*#HM&c6llXi4N@>I}a`=+BZ`=9aU<1jW5 z?qaR2YJ`US$Q>D{$4^yKQ`DV+_1h&LNsv7tAb}htZCK7GKUCrsc1W&~rU=$xYFK&tGs@JoZRvOWHPKzEoZ`Wbyy40Eo#F!SGCGV&0yD zWIkkLc$GJ?4~8|6Yo~paTl&CVdJnMg!~Tet4~PSTvLEZT=1irwPZFaiG%yeysBsu!!SkC)2E^zvuLOGz!(0K8IR63DZ<{g@_x_G95C zMldv32K@`{z`HpG+zH^wn{g-b*^Cqz7EEm45n7tz6AmK3zkrt%b&_aaq{zEw{rz;fS6AgH%xP9 z;AO0m*wXqax!v^#uLfuuv8Y00KG(Jh!yg&UjVo(J`4HS|?jj!|pHz~xuG!sE*eL^} zb@%_^@?8Kd5h9AQtQQtr<$M-)_P|8+-}NmC*m2-9@rEkwM%>uSW#OURxQQ0f@b3X9 z?T(Mri34rybSmy7!VC&58+-kN$3zY=wCqHUrgi_oCnmajtBac}9*ufFBtX6Q{!D&2 zjRc*6&Uo!Tq4RR)A0>~B4Tzl$u>q$6Hb;_#O7Sj&2{_n})d2y|!Xg_lSwlv~_tI-1Ad<^Z$VciI@Us zCbht?=qH!dGYR42WBYT%qA5JgGVWn^P@LL<;Sgi1gXy4y8gF{ZY12Bf0PLA*< z)g`(^kGG>y{twUx-{Lz5w|m~I^!4ougjKlis4h|F8RA|8)k^kB*y_Wo2e{XY7#(Ux z9s&(sSd?ih7I-SN@l&S{;sT=Ix&VQ%Ot{w;MUZxfO!j#gM;}5dMGQ0uyaDcbfJxhc z;}U1_zq5N-+nAX{&ITGS77?so(uDEEQaXQ-u!|4`X$uqsmr}YqkjqcQZ}6>D2K1*WLzV_$@&JJTuRgGQl=Jy4sxL#V**X$2c7s;C zBVyP!@l!8n5+s7n?PciW!^84tA02&tYcKra@#{I{?riHPj~A7N5vZH0PNl4jBsO1u z1Yo@$+#8o`&d6+r7Ae5nT6RZpdknoxzRkQG@8|ld<-n{|A^_s~s~{h%kLcHEf&Tdn zj4tQFJz?>qhUce`!*Oxu2Ek9gGqpfP9Dxm(36N8@l<+xhfE81|Bd)+26pM&EOZAxw z&c9vR&Ente?XGF6_p+t8zW)b+54N>O0$K>R-Sq2?6Fpc4)TC!mG?CulMVUdPdhPVZ zmbE+K(?BSu!xYt3oOa6;ZCYZb6qoJ}nz;Y*p?6aqddc>^D$u3%f2#K!gACHyPZP*$ zO-l(}GY|}?0$88EmH=(@HTYYo857h{Y?Scfq(Z-FhcyHu0RD~+{!_iaDZBhcQTKxI ze?FibhsqYwrnoX#DoFF08q0RjeJ33>w{o_dLyej+G`2rJ{t^;zI$&D5R(gY}AwsX{ zpvg-7U?HgZJN&;0C);5E^&0nJo)qHKM?I3>KyUmG#KH zC*~Ouo?yj$Whb_co$#7!jk}Ymj3m#VyZbTavvG~C=f*tE^z4RXpSR2K{tD+_pH z7YJp`RM|y@!=50NN`ND{?(vs&#BoJ)SZo4+OfxbD6IEHnb?XU8&c8=?VL?-B_zsYt zswFENh=m)u>U2S57CycpYdeiFUo$Ug4E+1Ad`~@1}p$9Gc0WfriKr;RSBmaWl{dekrj~L=FN2@XOc_ zGY8|MECSTwvz=LqjOpozRH*0mNk!CA7|akxDN8-%n86<9JZ%O~!EJ4V0Nn%PZ6Wo# zo3NCCoe5CP0}3koOpk4D*h{oQPB-Zc(Ta>-QL{{?5B|KHQc?k;O_c!)c8H61wGc6(4Kf@v^Fpvh z$Zj=ATyk~|Qb6aW0@Xfk+>KPObPQ0};cohx;e)iyKza{Nd>dIGA$aOR4;n9GHUPH| z63`z{0!(5T45;<0JA>4=O@R0z+qqLk+V@jJ8~G9~ zEFIO$Ob4q`UkE4i(i;4nn3Od*FZ%0Gt}iOhdOc9U-~@DTu=MEpM`0o>AM?cZtR=LC zFOIVIoD0>^e7jX+Z$0=gak2CNiku%OL8P?XzS-e;YESm5q&KD4mNx;>zG@n;54eu_ zrH)!gWG@c2GxCJSi^$-|bE)uq?pLC+N7ic3NEjQK%(v>j8T_MgZM>s-qHByKdr-* z)2g)t;D$3Sv#DCP#o&bbkviQ%n1s$jhWZ_feJ zFhAMUvVksnxu|*RGzOnzhaNA9WFS6lq;5ow7KYt1dB zo5Ji7m>y=FV3rbp_a}>D$`(WydX2#Oc%v~O=H2s!(PJ`*_JFR&x zPj55ayCo5aQ7&_qu9=vEcx?thZKt)TodYmzb-QIBwxCNo|&XDe?+XCWr z6jnbXAL86aV;4NYn~|m(;AN|y*B;`7YL}5|pAsx&?zN+{7kj3s-c|$md0ef!Iai6)%dUtTd_m7jHiFByy z;#-Nb-b6w435;HEDW>J5jCXv`T`fuGS%3W$)fyJ!+T@5|sYXf)G_+W1Gstahcl&{y z`h+d_NmlPtiC-41Vpt!7P2 zwQ7I%y4Y_?jt|WF)Tm*X=y!%TjX-cP@sY@e>~ym%UkV3Mj2)OFHGuca9R$g4r)7 z9)R1%UG*?AzsG^@oO{fGV_+8DwMr4z+5?!q)JrG*vH}9Pb$y8G(m(gRpUz{E12mx{ zywgjx^s|@k%N!yhf~uF`WO0ztd*nTR5_H)oS*zT|`WmqNT6`irYlb~du1e(G5)S`f*d=grPk+=Ls@csGKEM{ZK>y|= z(-uR3`IpF5vm;8dijt_!Iyw$n;uqr#n;+PN*tTyyoofTOGE+qIFE%i%b@IOqo@x=x zh%M!ui~pR5>I%U#E%NNS;QQdK_%QEPq0_QWJ-etcgR4NjVWhzwj-6G}3Ta7tbi0l_I_l48u29 z*h+T>k%dGD=ha5gvaE}@Zh;N#AP9q&Oah^DjBanWeiO}367sp(IC$pc#{~;t#;Z{Y zQNqM?07=4Iuut3)oGK+$@PJL-g=#NM!%kE=BH96XC7{`npRcggNr+Lm5SAT_1NO@R zp5i0oZjzu+!+hTfoZ~w$gu5We|-H6!+LRnoikjy~9!DgMQ%Nu17YMe-;9y*K4;P zp>O6kubfVvHJu#gyk`-m$8iMI4QI|{{+Igyb5{yN0+-|2$7%lIx;@ArIe?hF#E0X~ zlz+7Yz{lAwo`M-eaR6Sr~v>9vyBGr82d8D|hGlv)u3WHe46X!U7kK+$ zc*gx6eEE{{Zn?|H|Fo|@0qk}FMuN{MY^?qk)m(J%0Ig>djMXj{?dLKlBU<{3`N}jg zXZju$AX%1}wq4|!*r{UPtm+g!=8gsy9KG^@Bzpzj77SNEVDwX&73Rd${9~R%oM6FH zuKf~(1b%?j$wy|P#axlMM$N^*^b5Q}oCq@;`_Q*L5ly!iH_lxl35!#ks(S+!FIdda zgK(Y7^t8pXu9*iS9f<~GuoJF4my;GYX#N$!`2Ytm(E#mQ3IA2ff`JY9`gkWNafd$v zf-;E!wk#MCZhk89-?ya>i+6sOUHJIhFe#^No;vbMr=-?j)M4i1*M=NQZ)k{f$rJs6 ztAfEzP%xU?N(okOZG!5jD3Br!;`$Qo9+d@o^Z|7Bb})G%wySX6^M6249dKL=9DU== zmG;Ge(fJrt`dz(M7YUj&Wps}=l3~br3hIpi$EoN0MUcz`Auxf>4Kb0VmX-n$Z*F8W z*?oOlp{I2y-Q;twV-REZWteJZIPbwNEvM^CplhB1c|(6|4|nDJ8FyZ9m{2`Ay&;H( ztXWbP!^dk(BM!ydqX11;3i*gZSAo+CW^OSJE@n^NaVWo?A)xh%W#Q>JM{vG%$?li8 zwj{`N`SOgNfQ=MLkYay1+y2i_86!&iQIRjNT~6Dw6arIV1kT=y2PKudck$d5 zC>Xy7YbgZb)qPaMMkvmevF}ir%_Vwk2Zjot-yTE~mtrU5l1d!6jV4yl)q(^?yo5r~0 zhD?eu=VU;?x>8gNF1C+AH{3kMgiq9ig&5nB7__Tk?rjd==ZjfMAW!ah@YQpr|1s=c zA17b^X&V9#xrYdUxb=+YIryGu5+#<0*DwRKD7S^#QP}WiR$^ryau(D-D^R*UO8?k` zS*HSrMm&fhC=FCo((nBJqZssw;bH^NheThK8?am0^Yo8{=+=ncFtC~Z7xi8S)Ci<+ zSo#SMiEcv5BWZs9aRCE#aA{kX@>0mSCTp!w&UJej zL8UL29s&gR<+rgJS8#_jCN-OMBLpHspX&TP{(sID=O3tAAbgg{(5Vn5Lh$^SsOHXc zI=SbGz4b68Q{NV+J=fts*g&N7?2QTo(^K73K03wD6p`18jJNe&zC!U;VvQoB=0`GB zeSUWG{(`wWg@#QmA~Kp2h9vx+7K5nxbjr{NYQ~C3ZwXH0ULT`qSO$fQ-y;gH8;Haj zwCEf-dNW?8W~VV6{uSb|@d(=E0cZrrio#n>PkY=)hxCV3K{YY}DG(XTeZUu1&ZnZ6 zEcC5NklSuF7msi2?xptvY_0O({pR?47uYxIw@QTEIsTpiaR)=gh5<2>cDL0C`CqMt zbOSC@*#G%e01X2JqzJpNg)0L8I5GVWSQxVfJO6bk?_5|&@1;Y&@gr1!u#x#sTi-EC zgZcT_d{F0ctwcO@`f1dK&KHZ9c^2<%aap;+s$c_f;Chydg0|_ekTq8Q^+>@z!zUU$ zG*h3ksarbvD155Lk@56lfqmo?V-cEREL?GYT!U%Y>BE8GE^6w{zC0)__@)Kq7-q-4 za(b7>CSl}mjfeqPg~Ksj>ffMnm)4gkMDTl7AZt+I9~0gdzF2(e9Bf^bfdid}xRT$Y z(!!uZ+=p32CG0;YRw`kSDwH%$3Wi+#KWfm~hbRg4>;S;$d!U_RYTbOb98)esaTJGa zKbWC~%Z*wbVNOg_@w?g%2?r1aKNJTiLDu$n=>{MgL!_Rem?h^|Gp8uZ`0lyHn zT~p|bs31toN+BEXU_5*1fv4Hr1>>OENCPt651JZAEYN9pk&G>(C6RSq#{|J(m;ogg zQe%i?GGMx{?z(1dqRNs7;i7^xHK-6z7oPeM09Txc6@L$pc|Ix)QW>`@!+zzYh;tWS z?!Rb%`z>b{mO1bf6BTBtc;#M2X+8sXx9Oj{4jjy|(Xc#k+Ym%xLHm^fnJ{DSQaSkKUW72mnORn8%z_N{}He zXcW@H2r35?(2=4Xpm)5^0|q<@P8H-f8gS~f6oz|ucfp=(W+Oc~LJabWu;2+)2WKxs zJ^$z_LZIU*ESZl?UGsTU!z|k)ff$+I85yqm7u{He z1 zD$A8j2>o1eP7K+J33RxD3fx8XI%kaM$n6Ch%4o&QZ4MUd{PUFlrD~$|#s*Fh2S5KE zjQ5z_%t1pTo}2(nsY5uXplDZsVvJd37W)5o5>(pMJ)#?GaY=5SAB@)Q0optOz{Dn zud5P?&+9|hN|BYf*3T}LAB%6hUJ%+ciND@|I`E9P$5ELpT6(L_-)@y~Ifi>$?YBkT z7O802^f$Pr_|}pAOJHN}ge9!1T5#==N$riv*!k58{@H7~r*q(tT`>v2IQJimCvu>` ztwqm?MvH4Bw0H(3?3Em$*~-@pUN%6M;K0`pVj=%o8H3nX4^7OBLq{oBpF*a8;E|$*H@%i-Sd3Bud)i^4KTFvfVOAqzUD>K@jr4T& z+Ej0mHu#HmRNmkw^yJ}0VNYMEp-!cA;pMo847VO?3 z%TKvmsNv_NDr74f_&fHq$~}wVWcWS#awRi{0cuS@_nDg5KrQZBW9sC~+Cj5ZGrEA~n%ma+s zV~%BZ{Q(hsGekbq;IjPyK+Q4tH74+a!OvT=Rso)LgyJLrv1=*FbuINAZpz-I2uT#S z!3%PCrJmzWwupUIwX5$r*bRn}{qv1-HH3UDz7hdIEpPo}H?Rn&3Z=3gjCC$x_y75b z6t%%Yi^}7p+EJK3Rcv4ES zxEL(>qY|BO4J@u0`=6rAQvk_b6i}u z?4ug&>2ZCRQ>G}`&TQr+B5z;eer`t<7HC_iQ?;POV*9*k%B6MA11hMzjc$&EuWGEA z?VQ1zAgDqBJV@^Dkag8;qd)zS(p@9o`8)sh79(lSj=Q?G32Mn1jPV=? z(=?v{zj_9(3sC7eq>#bQ$?Zjl)Z`IY5c~u8L9X;LRRNO};_-K9cmmktk#z#K7u-1_ z#){MHHNwL*{m?_I42gRk?tnWIYrNTL>_& ze+vA946^jolJhJ*AuSi$V#}jq5g&b+0R9$!(P6vmOC7I9nG+y__WIWRN8=y0!VeRb zlsil0x6hD>P6O)gmlZ4>8RLI@TX2kapc_^tP!`Z$P4^|ZTxbg2IJ$w4)`nu)sg%o4 zv1V`{8C{?vxLIUFK^1)DO?(CZz;fx$y}Ot$FaqgZ=E9_^YUQy-b);g!YZ+rvko$&i zst|y-hleum^KzJ8D$3$yt>AfJo?{kXtFE7yJ{Fov&mliULEw#(pf%7Fft$vN1nWya`niU51d z-QG;S>%l(-i62lEBxQuz%K~ffw8mrgT4A zAMii@fF76z8ltCLB+1i&DJ~n32aLgHrS{Eo@KrIrS`ZV5%`NAo%?d;ShYu29eQR9@ z0H);#*ycRF$KY!3Fc4GjSXQ;x!OI}++hksgY^2<-{p1GV<_+9uj16u4>Q|r;T-$5$>oV|&x{-MVs12yCljiqEcv(l@W>-l|)90 zP?D9sRp?e$yR5b%BRe}~L}*AxMu@Ukw$JlA)&2c_pXZO~IG)Ep_kDDf&-J;k^E%J> z`?cO=z8OikvXZso;>&R5`EGx?DD*fnP1E^6AnPpXAjn0cA;7wln5gqL6!?Xs6C^eJ*!!-;a481NQhMd537UCY0&4i{`jOW=6S ze?_U}i*G-25Ge7yZ~%{TAfrKP!%9d}*AZQ)oRYin4LS_2+m_8{Hr2%U<;u;SzDIWC zTmu4&{=hh6Q<$u|VuIeLVRCRraQX4GCH<~~zT(ABDa2%uH{X6(WZCyEnR5!Eab zof)>blw(0{B#@+mF|ivP(eau40ngEaqOw_H&*chx11HKoVXTV#X}e>JOdyT+fK>O*qmT9C0@8s?aM=5dN9Zt^B0 zxn7uZS*p1Fx(>xlL(2wBb6(}ZLGYH_B?npC9`amz3$NNA{gw+9aZNAOV}eUXYU$HlS{e);@^vpOuNC@a+u0Lzj7` zKB`t_w%V@e0as*az66s)+^!=c9Df$Hv^Z16`cVvwkzTRc8~o2B+#*6DyDrCB^hqtn zjd{wVeHgFIeE*TFg`?=6HV+lB9{_gxK7V&uu?a=&XJKez*K%dQ?(4-_aDlXr36J9&2}-oEqtL`$Fq1awqV&GQh46 zf>VXxerS}#!Ix36JPg;q5Yw0R`+zoW{J^zL4pPFPg|s0 zl1$gQ5iPifqNAqI-d=3QW~;sV&pGhvzZ^;frvYF$4G9(WT;O)yd*Z3GtF|XCy`xBu zUo7d-lU>9Z@w}g^>sqUEv8ZypW_z&Y%Vak>i%=S%Z}ag20(hvv)5WK`arkvxQ{zw^ z)OQtdB5X4xqqM$#uvd4XY+#hRMq5HfcIN4ww0_R|zV0kTe!@q8fulLfz}O@+Etk~1 z(jlz0#$I>jn$Y+av|n6zSa;3>Cx3z{|FR@{lR>Lc%ZZ3XL-QOC$pZgzDG4kKwb|6u zJWboCl)QViE^_R$y`JF3auYV;$?N5&Yx0T}P6G96T1dn3`4T$0f}*2Uy#<439BFqn~n2s=Lugm!eV3}w-j&%@MUivTZR;o%e^4m8H7G9m*xNMV6UN=j^ zK6RNdMMZfrUw51cq0FLH3f#7>? zf#a<>$Jw%yPK6CrP(M#^_-QWBhd-16M;+BPA6;b#5D9i4K3xqQg6UB!dXMN1CBjj| zVOJKArCdXD4fnGVMH5hx^^yijG7VE4CB;DVXYcY+GG3=KuIL>7BSh)2CxzEf*7)L` z{`{A(qi)p!;l7cNZY4^3qgUsj z8M#Q&KTqqk0{fZe70?X0jtI~gYrQ6ZVK$5ewD8N28OHwO{tT_g(+jkDKInl(aNj?X znOb*ky@LhIrkWp~qH&#LT0y&t*_^Ua#(c(|R_xNSl8Z|{L*zr5D?%luBm|o({yY#8 zosHn~8)mW7{G6ihu{;c%>0`Nl27`vNT7LM3jeR43f-L(n&+B9HmOXDAD|5ek?E>og)3XBfsr`&f70y4ZPq#Wt(U0im2FQuSne{oKNIjr78z%S{ zJBz!6125X}1{LjaT`#0~z9NZHAn;m(fSRpXhMHOxcTxNy+83F=Qyom{J2hznR`Q^O zyamCl?OTe}2VeRDj2v;5s@m#@j(qA~XnLNqPex0e6Sep-H=#A? zm+pU##C31(+i@}Waje{;>D8QPY=1_7Yy6A%P-1I58aQNg>08KD%yH2A*245IgKq%R zPf)9S&aw{4%<&!BSfb!X*H()|T6L-*myYdOmTTzCVCAI;drz#TN!p;?m-erK(F@+i zmYqZJ0T=|p9I52-wh#mYLYP@ZFFG;u+s;S&dRB~Ww7-O$k2T{=0 z#KE6LyFIj2XAAYmcCMw7)@d7Vq^QQ#gLg&&qvG=~C&A&7^h!dX zm53op%rNLXIV4u(ceVHREPr?vqkEoAOwDDf4O5(pS#cjhr!Qp7u_ zdP2q-Nf;>IKz4|Fi!&v?qj76JtG-ww3gdM0VC!!xOYTM0*XMt9sPt-@v%sd~i1b{K z&fm4Fqa$7JOKQJ>6qLLZ zo{oKC#8AmCzOPPg5~u(B4IaToWBxRB`GMTb=O12OE=7fPFNU*yBj1)QroU~B!52x9 z5W?Itvj{E?9{M1KhbQUn!h!h;U`O#b;P~GjPMTTH%*8L8;D;L@^K=Us;=B;}Ttq6FyT5B`eF_Pf?2ZJ;sRJ}yfQ z-^uCv5xXA+P89oema7D4uE4e|vc|YrfRU}=6yk+Pdv6^eWB&$jVb>AIIdWZ4$+ee* z3Si`3xC2LjPPy_0G|RslaEDmzlEnU_qGv@pbdE#1V)G+3oTG}pa@#x+5k_n@grLuB zLt7<*M1=^nk2;CW?Z8PD&o=P@$GXo$|K$p-U=QlvV6cM8_h~Zmko^3{++`j<2k!)w2!gpl%i)40 zfq@|2+H;u*p|l5bh)3j%1dEu`Be8g)mby4rb93?d_X4~YBh8Lw1=rK;tZ6VSr?9oZ zgh3^RmpYh$HRH4}=Yi2^SB#bt#+~C1B9DqV#EE&4!#RszewGy@+coZQGuRgzvmI`&qGLyopl$7p6rKoYu(dL z8PE2`DmNw--T;Eat}mh;iTS%aWQt3fS>4?ZXnbds%CB4o2B?GM9_k2{A1j1|3TsQ| zw|fEP^5`?wb|AC`X>6&wVXvttPz-h@rW8hj=u5xlvM$hI?d{d0-`v^=Dhn7OmsN}j zOi1#JdHlsS5K|F~;Pk}mKdl)r*4KR#7=pH?#v=X?5A+`nK7e!&2H&{7L6IQ_?sir6 zF7xKb1<)MqDk2WvaOb7Z7yt)7g-4@!k&o`)087EWky${rnIw~;S-GPp7LiUMbW2;_ z*)u<}s)$ezhimfok%lvkFCQD+B@v1UFMDDqo@DL|%TyOG{gvGLUOiK1GPkcAWyffH z2^|Td@--XvhScf?Qas+FH#^^}I9LUaYjeZ0NTt;0xehhEF9`|J;c36!Aia3D-^1Cy z?z+a_dpHo^;cm*xD*??Q>X0mU2l_yILT{S8BJ`^I`52p!vSHNPz2d~p47b6(`s|2` z;>qwK8l_bOETuQ4O>*LS==rkFX4)3F6-SD_CxXk)%@;aw&W}0oE=q47gM@i!A}vNj ztOYCh@uv2vch^7k!4Z_`cMn=C+qM1=Nyv(`C<%D-bI!NSq;%X6W$_9|}z={HT=ZS1!Ja@0XC8O8?INj7#c(+7`uL^?S9 zrZQ~M8$P+pCw+iJFyx#gMj zk-FNnC$`H+?ak4A5U`Uo`qSn&t19`$n7)b!RLr;MUzvS!!$eDF={*as_%4Nei)UjY zF0z>rS|rh*$cL1)O&NT~4l0I={J;xgYcOB|1eW+@kuLlXC`gUjx@HV#>pagVUFetb zb@k*W^QFg_rx~{Ld`UT;G7wcK1tpN1+tY_vxt7s0vxzPVX=GjQ+3xop{Wdwr_S2tK zb8}dm8&a`ZUiHG{ta#0Q!korq@jn|E)LNGO%wH|sny^5(Rq*LC-xO`X@>_DDq~=uq zl-Ax*1iIWlGF$AR+y8^9zaI%YcMI*dC-@edA7fi3g-#3hIJLdPE!#1x{)|C1>!y&6 z%xmt`3#BjFn82a#FOQ>8(R~%uB_U?12P_OXByJxGc(>`dw1ksz0!MK!zeY%b1kayYSwx#b}Wz1gnr1)yRd-^ZO4B9&?kiaFBFeKYI!{h3MAL2-gl3&ekL~F-6fK zec}V9Kc#5lOtWB4@A2@g1L&A;;Jv$dq(Lo_-a2aw3Gfwv*iTV)`zydalw`R1+uI@D z@qEteTBrt7-Dc)y*~B~MiBX_o*Z1&%69^PPam2M_`r>3G?N`l!i!>Vw$uopEg*?Pw z6a`r`3Q*kpGkty_@v2^$SK48-eyud~$u-mdF-bLisljR^$Q-!2EUNtK$3WvWMizZOOamKT9spRd4`MRZP(x!5N=O69w^LiSaoS={{f^wpFG^o#6QPRdB;-oj>X`*DfV z_n6JaD|J?iT}1aLil$CBagen{FvDTz5sttqpc0!K@>!K;Kd>;X@-tR2j{B|L^lDfE zw3P713op?@D-BRNCH{mc0a@Dh_zV9i^>apYP!ubHo23(Q?!m zumfDUCQ8%_h?crt@3y+~(lif<*_)v3bWnp5`Da%p*WBa_CrWsXjbxWkGTWaQ0k!7x z=kiVB%o?F-ef$H#BnSWvsa(U9J$j4LsSyjiPcISe!v4S@K~G(B1(!RAjnWFI0>UhS zYs&wzkNya7^l>WDrhSAOH2v3tOn#H9&GZ;(#9rl4Xnu1u>Y+Hu<%D)!fY|qqJgWAr zX!qd!&#S0O6?UD7Bb?_PE$#iU>`Xc5&zI3OJ&xbO>U!kiC?AU%l{|?e1ZJvac-s2Tj@VdL0q1BpRm*IdQTQZLDc23jHSO&Mm;X^%P=3WJX2cn z*CY!mvD$qzBrX!xiU1!*7%^?Mb|w{lm=2a2CN3#%L0$=%bxlh@8=h?tdB?;IvnN^ji5gsgP8pYF}`3s%i>tafbtJGN=!wayDQV>Z|EJM+c;+FDG9BalZ<@d~QKeO?T?oygBSE zG1D3ffw^B6rKpf@?j;x~1N(wCEo*`Ah0&40 zANa#%QYP|at-+|Y_Thw5%%;_EOeFFkJ0%yi@n!(M@ zy0%+WK{#g|qEynv6@-su*$eYV2S1(n86KN*Jy7hyhdJ+wkYGHs&9-m*V#yhp&CJoE zJUG@F?T9PU;NCOUI_%SK*LJR_;l!k~fbY3A58D09jiMV4eh7Wze_U^ezq6#|)Z+Qx zUv9U7iK~l*vfY$=sJs%j&GP{h$cvNI4XOqBlw6a{dIWzgjpsZAePH#T;o?wn?-cdM zJA(&O$9MxIY$a}g>tNXA`-BYqxX~VLx}&$s7ZwyUUJa80*J{oa5+)8XJUcH+1zc2LE-WHQ=^)qjlCiEBkd@K^VrBqrQ*5>u6VIXg_z@;ya zHax-a717jT`qBob)R7aYxJL2L?ggdday7){PjmvNM}AVZ0uqc79xBg}qjgk^=9s>S z{E>&d*hz3lKCP~%Yk)+v`v(Y%%^UMQwpI=J1c+!rWFnhDeB0?WWD4?6JBP~`S&ucF zuNx!Xn9&>|{mtHf1IzA9;32%Xo)YxR9yaWM0(d#f?24TuXBqk9mF< z2pxNMJYsn-7)N45kldKIGVsq6Dz%HEvuS?m)V=2gZ7Rq0bq}A)yE1bM$m_ZBaW}pP zB4!B}-m7%M8*Iseyj`d;VC#LcYn?0-f*Mg@?Yk|b4ulFi9M%i3(7?PH$kaP25H-AY z&HZ3CM_{C~sqMn_UYo))ct@qR)mJl>tey+E&`uTgEB7Cb-L?T(TtCEEZqH`~Ztm06 ztby{Rrr`Ga_FL%Ze~ocwIA~T$D|4=1JS=8`cCX{RubLpa4}vdfxDw0pw?GuC4Y#sP zJro`ZrhN+$&L=V2Ahy~&Tg%r5oO0SUPL;-xa3V`xloci>#H-1$*o6`)0`(JN5;HXe?t)PaOkI5J3V6iFko@yT6}Gta(tZVXHfA?|K+prX|YkV;!Nc@e6C0Ek3e} zd6WZPCrM^H&W61>@gIR|w5rdQiQfieuP6N}nLAs}ZC3xdKyv4rDL(7IhSSpqMOw5{ zd=cA*t!IR#>0u_lrydhy6bs*;ILtt_+kDBKJ8-_&;wn9Tlg{*6qtC!4ahP94#l5@d z6DR>QV`HK)MV5F7ElZC@bnOVAAO`KE|57^3q8+Q8Yv5$GgyGKt%LMzi37f`w>>=y% zMmQVAdDClu_`<+6GapRP#z@93pi5A9^Aruahe_Sen>@DYvx=l~BL|pWygu2~xGY@Q zKG{X!hwi>;`Gd$v*hJ_)8=HJf^Fd=RcNfX(iA5)%-rdHkC$w_}v<~+aB?#&Ua zsGNKog!Nhz_q`5cPmD{!FrQ;b2w3=nMH>-Gxo?egRG^(9;VMj% z-7q!CK!e0-lhM%9q`tgNhtT%7TJZ5rWZ}Xbv^gk&3;sQ8ZnJ(yHAUi3YZN`f@0c+` z-u0==f5LIGfVJc#0BIVb?trbj6hBuQD%%TxI0p|&cF&UES?kW?Q@Ai=%l8no&m<>l66r0i4=oAA4pps zX|8U6maVIdjUE8GGTWVUk7mUpJt9EIaYf~Mk)K~r5y(w7!fj-FF^nBca7W`KQ@ z6gkY5^doZ!-jCR|kZ6V_hS3%UoNncvYc{0Io&72THtwUP|E0fH1~>=(EB1G2$uXuq z*w5ms56rREL?b!KY?8<%J3>jWV3z!H`2;bwKywI^mLc{S)YFe;h668$sbM9r!-{(} zZ9|EB&X+pxMvC#8z(?}f?pK#g!?k<}>gt+1lxr*%N%8so@H*@h%Ev0;r0-=HN@ezWZ#;G^egjr}G;8Hi z`q_g8z5LNBC_~p1-Wgc7?Y-?S3n)kBvKPslHA;j-D_1G68+9Tp7 zGKj|Pcb7MKuKMSJ;H7>x0~42RnBt^b;9!ryrhnSupT!TOQKM~;&}UNinb9YvkAYy& z&uf6De(XyM{}b@&wfIrAG_?I9nv#z&R`_e-x4notdyILj985_xOO|FB5(HxK!Fe~E zpXoLq*4V`@U#7S6LJXC8SadZvSAtw|8(!n++C9S$R~1V@Go>uVw(bA`e2#!xWbvC> z_gtk}TrBsO5}t+a)U12Q)z$vM^fxCCR$8lxY|C0<2tykBA8ohNTarg>k_uV#HVm~D z*|)MP^fty}PUy3vDY1+mEgfFiLMPjgBdaVQsI;tN+*4@t%+g7wIoVualAWxD4?V08 zi)$wp{DM{e4vbea5Xbl#njUmcI>6K3%id=?w)Dhy71|*rO>9e~mK;NUeLhGNJq9_u zSeeD5Nr2zL>fb|c04_Mhf{7gwZ*Bx+hIi{ZOJ!{4hDZvF@ey})s5=N;z2FN7!iDhG zb!F2H*6qUCY3Hm>dFwXFEbjU&M&69NU1fEy40S4N5db=qrBr%u8o3s|)d6*UA~tBK z#COZoxue^%nn2J?btIIHhp*9tuV(!q;zrc}z|qMP_VI(&jF8bj%`1swpJzFmhwC74 z?%~2H=c<#TM7=;H(pE>#7gC}&ObNp!M^b6l94)qxk0P@Zh}5As=@wxHZQDRBEiUaH zBP*37`86t4XdmIsjKUj#`-sy~$m}3X)24iWexxdC;VI~qWkf~oa0TuLrh^gjB(J)m zKLC>%fjSRDYhd=`u}sFtgAg#w*cZ$?q9FX($gFK{uDvbT4AZMP7?(agM!9i3VVlNU z-VJ#|s=jB>jYvgbixl~nI5(SOi>2_+>uayIA#7t?rfSCxchr?d8(f7@&Ei*@n^U9W|GJy1(fCL@`l3A7WQsgu-4Ub`- z8v{>GTEfOqU{j>y@3Sik8aH0jtgAAu`Pb7aL{?L{12Q(j68tmhaNe5O#8_zEmc*O) z$`-~Efg{?y_h;(vE7H>44Hr}rhbVMgqHxd~HSo>VUJu43IfPY`bOL|XC)(ycfZqRI zq0j8NXNJhTsI{Rawu}gD5Q_RBzQkgA7<#Q=NxadvAAY}=PFSwdP5Bq51az{rQK;!V zNm9DNm-8mV)QPQ$|GrN>G!SdiB_c7vJXQ^OM&`Sd=soUQQs|>ooq29BBs@_+LTk0X zeYOy@2eXO{p?zw-84?m$=C#&{^itTJ7qZx1HdPqa+x*WyelWyiekOB}zAe-CR)b7w zvD)61V)S)iD7Sh;_x--u{t4i47s%^FD9mFn=>hWn*_i&+fWz>GBv;5Qoa+WFNFIMP z`?OpSwmRCHJsjDQMAD1fwui8r;Mbzic&vx&7~g$2SekWyb0fiIgk2$Z!3$a3n#-3nk6Ns_ z`mmCwCG77BF-vkb2rFsbg)W4=GmUsRjM(MrWrjycae&n5rlcqdq|jW4b4?4IYrE_t zB{*NBHX3d50gxV8!!pXWO@Rxx5~4%Ek1K+MBd?kVZwpF((EX1D$%Q0-%Gs4D=Ngk3 zV<**7U0^h{fm1tR;*V9Ff3iOQV7V_Zqr%?{4X!0hfs`y@} z5U>O4-;DRQBsOjX1W%E*?`W#MN<4(>eOD;^B0lh-@iaT1j2bZSlE3t@Tq&+}a_1-)MF?ym*0O$Yj zt+K)k_%ad%R3%^zGDi`a0=b9{lm?1@14Q932cosQXFC@>y%eXwHSmd*u-I0gX(z)J zRC%M!ZA>A%DCxPTtMZ`=d%QMqCnDM;@;)8Fmt-DQibi57@o?sqlJ_~^eI!4Mg?wEI z*ztXrM&5!1Qix@403LBuPM?+L=a4X9Q{aWGjP%F9`}Eu4nrT9i_xJiW|QuSbx7~!`}>o zMFoW!)RPjZbU)|P5W&3ZgA#VT%NT+t0)qD@!o#(J?Yx(zmUz=;sO;1`1NXt9WD^DC z_$_6qU(7kf6u;v;>QvUDm+@?!c;O;&?t+W=U;LRVu7vxNOn$s;MvBrw2c)D06C>Lq z*dN$NLKr|i-ojekg9L9(SK1XOu%5uVuZA!x$q*alx?WgrYSO}#cc;ZxEnY6}nDl>> zoKJzVpO)5VJHvi}dDs0LK~LF^m)0rt&x~I8O(TpBLAjzf510QNcI1&6_Og9)i>sgLN3f=lxG^u3ox+IIMc%-Y~YdB3N4;@I*1 zP2G2E%Jm`m&!z>!s4(70M50u0i(mF%RJ!&dXF*>?$hWdJsuy%@5x?L^>jIhzya zyx=lZ0L`C{SB1vH>a8E97APsCB2i@C4-Y_+Zl$JFkn?MF&*L8Y0O0bimb5EhT>UnI zYk0wXX=MPZ>7u@@GTetrinG0FJ0IgNW5ms$!pD3-I+C^h?KpPmM_|kqx7ACd&-o-Y zL?{U$5Fe9*&Y^#bz)M|;7n2NPwYt&kW8>FlbJD+`Q%6(4Adef%H)jyDu1j`{F+|X( zewlwI{N2^CynH%84484U0_oMF18O&fn6#6r20#&sDwqWGA-sfj#l|`@+L^@dHg&~G zuZqyI_a1mmqJ7VKSi_J_yYy>7_&*|Rj%v^%YSf!-uXm8)i>idBAhnWa(?vbO(0FRF z;SqWpjm4Kx^LGh$G}dU?0FR4UFnwDzGR)Q`KgO;=asY$Pyz@dmCw`swx`z5#$;XX~ zW}ldFnrcMWJ^rW}h9wjv{s^8pNkaR8wYg&(60%cTvSP@FUrzG!f8yUsK~Kwk+mA%w z%h@0b1rA5U7g2RiMCLP-l}^$ko3ibtQT>^7>N_cj(LurfNXc^P*M9)Bp-)*i{<=jx znpZGJ;X?EM_m$Y5{*9`k!8tA!fw`iM(8)wAy6gcLan@i*Ib>UzZC=1FP9ZcBL5jY_ zZ%DI=tvK1>#a$$g*C4}exu=o3@9yA!Q3Zec#B^i!KTL-$*^+5)q98`xc|36rqTjMK zxZJ|zn!iSUa{TAv^zV7FhV}MeA$z&Ce<}_@?QIp|V+rJ3bUclQlKMeaz!Ue zCbss7&uqZ@egA6~d+A!jE9fT~elT!W4GA%++>^A61YW4pSJLR8K=Rj{zXNsz|0_nV zAr^MbHAXKjBe6jNj10JM8|OWGxqMt}H`SfKeE53}H{mrDx%f0jmEYp9=^~N*Lyc|7 zN)a5iKFdVL8KL@!<#dQm=Z?Ndl-C4b9ozcD7cvFCT1PCY>%jS-y*XX|Vt}qE9q-y6 zw54S;-%9;3l&&UK;$~I zsXy13Sku#voUAz;^Y*5BFfB5F>TqjS!Q7#hS-y1*WC1SreX)l=_&<0Wm4sY{fWbwmtKr zF8EBNf<6!BTR;oCfWGFp$I-TuPkt(`3+}Ap-v`_8Il|WkoZT8reqXd z&W@%a*jo58FhLZ;%*)~C5V;HZMXs4;N}M4+3ny+pCfl&8hQ zgwk;xYPCyVO8o8H zPJh%SZtW#U#W*(_bQj}b{rj5cD&aj?r%$AJSvN=mL)P8ZwMP&YpmR^|1p%Mhem4qT zz+DSgpd$kQ6XUlV1G6{r?KDAvt)O8GaE%>B$7CXedyF#BWRV{)^G6p$XuI)3ZNU_Y z9m83I?XzWr+MyLaFgOm>f3+cvYK!S5uD!ZqW9*s)U5pfzz0Ry@PUJBkX zmulGsc-8DK{oCYnk_*-Y&b0xn;>*KDH(9}natkDicRdVOi2{?P1FhG4*{)~9*}LLH zq0b!q{+89Q#NgHW(=oM+(|}Ps(Ui&esDM0L7@{sL3I&00D3M1^+l>h!qZl! zEztUFE?a_R8ru^B@41JZc{I zR!A)O6PDShW&UsU)ZfsYmrHODD@4hbh*&hqg?$-%2Xq^qFF*HWv2%UYA#S4Io z+=Yri4e1EJLSIc8-hCY;Btj~PVN$f}K5U}DV+GVs#zW<}#imXqW<3rSIS831H=!^Ia@s2lXDOFgbbndq6hbC|;}7)7=yX{J{!!9|WIqfN1OqAZ~q zB6>S89M?!T3=YRr&^9Rc5Ex*KYro+Hf0-(jF5&zh@t+YG;xTLpM)kSdv4fCUK-9!I3%c?Tt!0#gej&$!5oSjEnGzBj5b* z0@y&33yp;-ZrhrgNp>#k#T$6J_97gFv@{I$cn`YZP^h2Y;afuaj;_%5u~5^JQxG!3 zr1GSpV+%$*-?elHx=TitV4csBTifc0@tGv`?5N1M!?05wBu;H;c^XzQTOLPDL^xwg z@hdSj>FNxmU&=Tm0+?k01Kry{*7e68we#Vdr zR@VlL?IJ-eE7s{1CwVevC=zgn%w#E?`6ZdY#}$Q~#53dU@3hY>`ADLmRahaqmrWn!xS!%IlsY&A~_+mimU47+#0SR&^ng4A0 zZ`dy5w(Nm;kSrC36+f7WIe=-#`rY-)B*p_!Cy(Zgh_l#uETa)N-5ask&90#K?Y(o2ZN84!1j}7yMZ_1jr3(4G{EOU|&N*;cER? z1QHG!$B8x!T5G|EV2o2~|C$V6>~%5dBr#}p@i8j>?HJcxCnC0e_vH3BFL*;{xD2nI z^Hpbab4UF7qNo`P3rKu9C7J&$D`J2nKlkZr$6?F3fsWPoqzE8M68VDd=4$SxF=7jc zy(D=nGnw##J)oP7cJbxePH-9g99%byZO;g??&74y6UXe2n^2zb!6{*h)j&p3-ZfU# z1u~PlWeUg4hX4v4%Zx`O$WeOq-FSKabzvS{!#O5!Q%9;u<(It4<9BoeZ}LAh$GvM^=g zoR}TKrk1J#j=*Z|6xn-Glc(HZ)3y}3Ok5ke=YKA{M!$GVOD_JsrT6kY#-0#iV@?jIEgW)bNj+gX}tisBz9jnZu#6I6?a?ZN|=>RSyAk+%x{ONVoor zqll93H{Juu8;|igM_~uAgxkUrU^~g-Ck0{d;{p+#2qZ!6XCc}doN|vYbLf*1P9LJ!1(PH|=OucZi5e$MU~wU{&|=>U(I#B`GKm8lQEzvK?OXGJE66|{ zLp?uyQMXAS!#gI}q=W;6;CXn>-nMKxPlPa*RX6veM0#4k%trO%#U;u=v!v z2saU;4a7r);Ao@!SG#N>Ko-tuaeZonsR%YNWLg;?>7iH~k=J`#WiKdRS|*gN2D&JLT&Z;h1x`wp<|BJK+ui+%e7 zV1p%7U%*5PU}>hGI{FDL7Q*>tmNfqU`LlcXnMy z*-6q??<8)f<9Y8I1AwiG8iIt$ZS{ZeJN$k5VLUvHNANO!G5ta8hp6jq^_^9TPjCQxx z9kUbke$@GFGtYOm7pRYcO1kT}na#CX^u|7QpPNb}$IZ~E*kTBAL8y#vDVtX5~_H$*VwiptcI2@+yCTMgUc_`;>;_B7rB7YKi)QIUKO zFYhVuDJ#c0daURN&fy8K(#|G)n{lr)=jULafAy3qy8h_=O_X;-i}*WURUiHf1Di{K z09dYTevGlAenKsNBk3d<%1>enV}v{KkA16`6uZbXwR^oD^U5$IBm}81{bJz=tU}2) zZg*Dvb*|y6lm!EC1s|@Wt7* z{9W#TCyMUWNZ>PIgfo^xb{FBwi`VVN?Mcc;3}bed&}(i!dTtqc?qN;g8w~C=%cF-M zu}Q}&uT4EY@Ok`t98jBM@fDL+xtQ(PM!$9|l* zht=eJPg(O+A?=+`&oQ z-N(6+Y?dL+J2xu$N1f^CpwC!3dK%m)G0FJ^1p3poSCR>`Q)cE&!r?E^_Up48a4!kq z-LB%cy@|)nro+v)!8B8)L+jzhnvaLu-@cSMvQtDP!2E*gg-jI>fH5>H#Oxhn$LN_w zI^JfOO0MP_->J8GT>!;xABTAsm+K~rqg!ei@a`3y$GkbZ(62fzWbCmwa!_cM4a=RgFR**jS=?+`+T7}Kd~!if zg>&k+Tp_QwT~X`rn#kr(I{}rpGMH-0CWEsb4IOp}g{E4~SF895ne;T*2D#+h`3P%^ z#2>nkEqxTu8QZ{%6=B0vY$o2P!4?}Wk^ggxTAnyjN=x(xF$MM1x5f*1=!j58Vn=V~ zKcgr5Z)<7==;+1iSj1m9Ho`Z&CNMaE#spih5A`ID8(zTXw~znc&3Gfv)wf;onN9fSTr}fcYkU}uAE$Jd+rB_2-gDm^)xFPNDC{Tft~EU+YXf# zlkZXF_Kv+KMonis?{MUs)y2%@>`0!41oQl)stV^apB&ZBv8URRI}=xO2r53R{c!M- z|IPS>ZN;@$4774K`C4Txd)-quP-n1QmD888r6(=Ob#HNLu`M(2?Zux-Al9l zv6J7`xP+*+@~Rzabt~0K1rRn^j&rWQ%#1Y4b1&LC6l4qj;9Okd}=jagQ)h4&%R=1%ah1$u?Ya( z)#&KSkPQFTNWIxbL?S3zhZ97kagtvi6e)Y+50a}2by3FEh^J!DE_+{46A1h~rJ5b+ ztvPS(sK>qB=q!(#3WZUP0>vNYi_J<@a2}_;G~@ZfP2eei?F`qyNdHq)t}J|!Y=MSJR9=*6AuZ)bc~OFAaL z?uBUTF|H*+dYidK8rxKQV$*Z;8YeG)+h5bu*^)b%?^CNVxvaLaN1?6fUci+1k+?*E z@3EdU_vWH2^UjzR-fiBWyYcw?9`@hP^}fElFMP|Ic0PAJ#(H8Uh4R(vvltV_-&67D zqig?s3^+dh?&v=sMQPnB6w2_AYXbNWh2noV^8e+3PT%oteK8Q;>aa^8*LJ4IZ=q+Z zgVT@CYasKeg0=hEmYmHH;0fFN^chzv? zkR6jP>CsJ@nc3OptkU^h=#>33GBU0^yV>P^8oIVH=||0$kDH_Bep6rAev7KQ9a??- z)3xEM)PiW2FGk(bB}%{Mn!hWt>NX830fpPU(P;Kr&di(UcM1<{MZ=X3%}u&@MeZJa zS+u(U*QnxTlWhtQl@U5G;~It_W3z1goQ|NJ;n%EH3K!ho`dGhNd)WT`eg^-$&6}d= zM7v=m4#!zs?pQ8(wC2RN+`iw`#zVjCG#ZA4D z_@{xlaQM>6R-eglN5{n~B<}l--D_Ju#^*aQFpvg+w|rkx`uC4}rLP{J`_9`P73;Ts zSD4?{hoOE-m^zZYF7FzjHyz$4i-$d@&V7F zE|_1;$C%$V04EQgHe#@5Rc^6ERqz>T$d`kxmFi(@<(Z6GdTU?7hxzT4&(U4Ql$P_K z_B-~(xUGmwPui8fv0x-J+*_>mcUJb>S=5^+TOpn6eASoCozEx!%`eXT<8j!Q>w~c`a^EY@z%3 z!rIo^*2%IZ6481!46a&Ot7?Y~Y$!E&J!?Fhr@Ou*uiZ@f#Yo?As$wjP68X8|(oP^T z(y=-3)s@Fi+o;!ce43l>`gC?>%Uo#DRH#(R`&i%YCGR80Vkh&G@5oH!IKN9aFdAxggqU=lJ^R>uo%{kEa-cV8%AZU;*h%%qbcgiofZ-mpdtX-0xUuC^|-~DIz}= z@Ok)=75%^dPhR}?R(H|XnJ?L{g}>o3mmhh<-C3@>;F!DX4cU>(1)TRO$j-GU%`dKD zufg1>(X{0E2JLjBxE_Rn#S^iF>#_PWzvehvcy~)4UmrM9H1$^cpKh|7DdSGP?TH+= z>Zg7&w!fNQtD@A@++4MIO~rcJ9K}*eSXu6E7U4Ti;=4GOvTuLGi+_I7Z0y?X^mMdy z&1Gr7>8j0O1#Uy?yxAVwiVsaqt8mp8X=XD&b^TTqO?nmaqKiE~Hyuayh`d6q`G-`9vys?SnTb}O4gTXvOjLCd^l={5VP=0#!nd`#O5%QU27)vwF)@v=Y z@Z{dPf1bvAZjj3DioyUC=MUT+2@k_IM6sb-37O3A*^y>m5_obpZ}64mLObU|Jaa3m zpuDZxRAK6fuogerJ?7e(R6}Zgf2WUNZjg~P9xtlAHy@SHHp_1n7)qcEaS`h_LUn&i`mn(h$Y7u@F*@JJMJ&j%EH!9(` z3=tmdV!KpFD?~#-Y8o-xAjI8qsw0@U&(xuWVdSd4w`dkdgP)C~S?GTpv4i9J2)k4D zh26qF8SdRZar6DwTKC=yxwi+bp>gcJAG~4!O-T0bTLny>w%K_Fznc>0=*gw@uOpX| zKQ~&X32j^Wovjrf=vL5Y`d0BY z?!XneU6;p&%YP5aA%}=AbzIj1n%ogQ;#cdmKKD0T$6cMouHUWyknPa#Jr$h;FHFg& zw!g;;&x=f|q*m(szKs60fo^oZGHSE(xua zOBIXhpBx<3zCcb@m!DU@fyMW zjY`*dFf}zb{qs{mqutGK(#>n*VZvgbs*Y1FVxF>AxZgG%)3%7Z!foQ?q*S zMA-S@bh!fB?btIB^6U9lN71FSR&7x+`o|hH&B&cvZ*d{d-uqJB7Z`0}V7SaA>@8EH z*q8KRU?cB&Fzpl5=czgpG5X_sbn3No(xJa*2`Z#-!0I~|I-o6G0v?6+2S^I|GkcxPaI@2^XR@o&Lst23g3ZEn>KBR2Tr|> z+r+VLrDNr1{_H#n3gy=+y~+T1KxCmI6Gj7mWykNjpA^cjos6_w;)!3Y44B3WBNt^?c)k?pB>9_t{Q8en?YFg@r4;wd9BSz9-xObte>PjGv3AWB&iVB`@jC*T zHZ_osZQUpO$+^9E+OhmsecCJcO;;;ft;@!%1~02WW){jjH{9G`_RpiLiN1I1DSY$d z2cr41Tb%ZKsHQ4%U~%4t?j%y4FX5J%=X%hg+Y{_utyO0}go_#BH}gdt)HATzW0K){ zy4ut7;Kt7vD3mjOfvi#?u-~biE1b3}vBO_;zjifhGt-kdR~nbv3eA`u*7bLBG(G$* z;D;G)U-HoHLU*kqmDfZRJhAY^ai*mh?04m&d)JIiazy z{|s%t#k+&^mCul;C`IN9h}IQ=(?XBW|2oGz4WZrBW-r?2f6f**RZTd}D~EZf+&ns#Xt!lLa);oC9Ru03u122E zyi!62*WP*VT;od43~a4T-!F0>=zUq#nx!+HtGHldV0Wwh(2KTDj<_XQTC#M@bQP=& z-iYd!r@z%_%)j-vB>U*&;K7jTv=`PT*IAF23$i|uy&>^x-IK1s^5oDvcFu}b+)0J5 z21z;Yvm&!{k|zhhhcI-{H2(M}w2I=lO3&-P-NvxP-(zpPRh2Zq6aS{7ipXO-yPF0k z`7$TXEMm%h$HIq>Y<~DPxzjs*&?bAmOq}|{9nSY(zYJzBbq+Q6vyFCo|I1J@&*E|8 zUjC|Ng~t}>jyIo8x9X@iblI0X_j-NW;7o4XgELP%Gq?Tt9cxbGAJZS9!EyP^moM%R zIEVgZGofN%9m<#51h*G+p!M)fg=qN3cgqBE*u`{Tb~0m36ZRf1$)PUHhI-`o*C-A3 zZ_O!4?K~E9`LYQWCwLh0yXDTk`uXH!qgwOqucJk)dZL{Vq}3oA+2pL>uV+tJe42h| zfvL(Kxvm;xzGE#;ihCuG44fa*iJYDLc&l)EgNgJ0H05yFqVT!cEeS<9q^Ej!s~!`u zt!c9_nxAQT61C(~bWL|IDVX0X7_`}*^FpEFrgQu6L#Yf%-qKzmf8dV(0oQ$gQ#q%< zd9E054+;H;;`UV3>P?d2(nL@8bGo6^W2*wjKYNY_-u4^6YnYkUQsv*&*R*S&;@TCr zN~T{w;w-=NLvHUU#Rd12niQ8`SHcVwn{o^GIbHAJ*Uh@olP7gk`pW-m@7u$nT>F1V zidue_b0H@WNn{GsIKb zG5gl1>i}aSx~>c{;Nux9AeSxvBoR&KatLxVKtv438y|fG@{ydNg*G4zj6zTb5T}QG zyhEwfkvVUCC>-p0)a+*ptujda)7;Zl6h4B>L1g+|D#-AftK&U0-Bq0qrn{GP*V5q? z9|iQ`dRuHtV0kRnF#`#@C^avGHAg%5jM^rvp1#QjGtn!d)OPl# zXBT4PR3EvA-6?HOvhoY@m*92{l%@Xck)om$s`E*quO9^q|3)y)^ZruE$%L`hLhX`^ zpZyVo-x$Ss(Q}HmtdTOrXOemFXn0z?*&z96gHwAjH45w!Y36$lXkk}BY5RQ6q9A3y z!>rusRbi_oj&6;)90SG}PNTdt;)heqPmN4QWG;RRv5whV2J>Ix%+0t1)27xlc(0pI zK7^J$OqYY7p0cpix z*QejT|8x*m+m?el57s4x;U%N>TA}RPhfYQ**!DUl>x(iTWB9Fgx>EbhnEcf_zFP#% zcA1GsgLbFXR4UWj?!i|T#7m`%Sq7`eTLY2`X4vlYwq2gG)SEe@dLSW){Pl9002Jex z>n|m&gmVd(jCJQfMjh0eX%Nmm+NPr0@%F)5#r(I!QPt}mZ^L;Q13_yq9=9#H9vT5L z7w^lDRM!?d@9XyZNUwMBo1=VA$<7yEN(qWn6Mo(iu6dPE4LtZ)u2*L#b$07=b`>W( zRS`W=U>6ia#fVt0l?Z+v*%qM8yjd+K8JyBkk)_+*cD>}No$i@iaPT~BpHuQYvxc%X zX?JiBh_NkI_A-Co)0tu$O4kyqsjcooPYDj!ukU_`u3Y5?8%;x7Rpk*?3_Ors`kvxx z6(Y|nMzx$-OvkXTxs|U)3|+fhvRS{+&PSXKv|@cJN9ns_mPB^F-$IusAT*MA73Px^ zxWYBf^vZRSPUuV_uS37W#YyhYQ8yww};)>}sGVfjgL zyA{+ZkbV1Y1LMsNSw%5nd0Kr6J~!LAl5^9;PN^l4WG{2jJ+a0+)e7h-3Sh1{u+FNq z-Mb{z{AtR9My={9{~B#YbJ|ZgM>gGe%}HpGbGD&=NH^84oF764OT+XSzr9uVU=LxE zr;5&wFPnF}-2OzY&GF?_kzJa*vqnX*pFF$!@!#9|x6yn5@)`Z{Mf-M#z>c<)zH0fC1BHU4PenlI^ zBAC_8O6HUG=}LgJ1W89jJ!fkc>KS5&vGfl0ejD=>O2srRr-Qz6ZG)N6pg?E$j;n&f0R}Fr)EKeQw|dE2D>G%*7Nk;eK+*Vs zHILvM;G?Z!pq$n8^@=c8qbqaBm(qOfk;Dx+f=ROC39 zJu)rmEkCjBRZ$~3Y1Z26e>F6p29l?Q>#9=9;7b96orMGX4?5DF zr;{ZT{jMn3eR#7U_Su#oc;m)yFej_Ke7CQ|+%IDOZ%&*+-bo-3n1ZmgV$Xgr8{mLc zPA{JVYjoHrr+pR}g8ucDLeNe$jtC3yayXISG0zKgSoR6yf$`)zO$S$$>xX<4WjNA@ zgGQr*fGGh5$RUV3arO3AN`S#Wo+R^(^+0Ze81Nd_T?J9Y7}2A3w#t8W{uYabOoJ&8 z0i62%Wf?It*R=LSN{=Rs8+KNQZzb((sNL00VV+I!hg?Dk-fEyMMuD+|31b6UD zA!{eZnTXv00sOKuJ39vDEH43o=uY3B0U)daVc-+cVWt|PC|?S02I3290n{r38=hkn zVP|ase-`t_qo586tTD`d3pI2K3JpdbJk8!`6l)P03?Tg zjjs*UOK!hnZ~PIv3&eIzU7NhYP!FjbtH%%zf@p_0-gl^6*aKdA^z_YQip=2^5fH0m z1#Qv?cD9E7qz97!kwHEfAAz*F9hh|IzfaWv@ATyJjP=k1J!2OJJ7VvoZ`fLfqCLqhW)e-4j`4WQN&+I$hN2Yn=?`=Z~U7S50E%@rn{jupGg6;2~l0TmduPNg3OFSH=- z>|@!!I7NNXJVke&_ZI2JrK8r{05~A)+Yw)f?y*D(kC7>RLXR7Vh3u8?LAHE0-sdNK zh0j)aM$G((7~^qqslj4({q62VJPpNgyp1>gG_&c4?HVqh<266;N?VCqS*k0EBF|6t zExo2L`roOy6>nbDY!~(S>S17Y$CO=kJ4klrRN0!(i4~kGKLnwZaY5G?b%7MvFuB}P zjHcgFqP`hfpVcZKK_qA<;Bv~l#JR$oM1c)W;%+0?;u3MIHl-&hg9FG-9Cp%BQjSnj zR@R)Y&zTyjyPalQYuQg6FaFv3;k(dR8S_r}b6#FRpy@-1flW~Q6d7FAFg}N|E4yaOcn*Hl>hybh0~%Ht0FpxWmwm7=U;6e3@x z?uq1MDm{(xE+EhkETOI|%nFq*bhkV(*XeX~hKB`|T_b6C*d6fIr7AFRN7Jt7o6lE_ z3M@P*N>^SOv_3MYLA=Vtp15dpr!4f+ryy5n=`Z--FEm$~&itTnFs+nyGKgp$f1m|C z-qp-(_PH_?YyXRjZmu`+K(0`rX(G&k4j|pFow2#FHGoe?f!$s4%1M6a?Z#|A{1wP!eg7KFC&YeYu625Bbhc|#8T3{*D zO>l{M1j>1Y$#NZNN2yIfyU86q(W?P^!JQu0lsTLR6pczqJON(CW*fa&UaqJIXxYP4V7mF-g7r zM?QzEON%(#ep@DD&duF>v*U>3M)965i*1Yn3FS;w6uR!LMxM>B6W7bjs6L)9fq7jY zMFisSp;ga}Q#{uARbL6lqA>oQv<4JRB;1f+`%Mr97Q9l=8V(ianoV=uj|dfaEVv(c zZceU{MjRT4kP7ex2b#Ei*A10Z<84@f$+ZG71#-wNEI(SGIOz=rhG4&_u6Qvs5fDF5 zH%bCUp9h{(Q2Ej8nUWmW6bQdCH|jyNqHgVrhO7KRz|3AVE5prx6*Q&SV(64k9n;HQ zC=`=C9-{Q60?dC%%4Yl z?HOCQKQfKKYChm30p{SK@;Iew5xYZ=5$gNBp@z@Kr4UhI(ed^!k95RWi{P{e1N*#W zT#ssL3v!9hQdUbmDFzI|A63^@cmDu0#-{T~lCV9t=!as-hmmT#@?^yR5Y;%eiqYLc zx9ny>kkYKDp^V0s{9T5(J^L$l)5Y-jwQ|>|*2Z*n6Rxw%esYiZQR^`JpR)y&{)u`f6rtK(lcnD8>2}hx#hbTAj0+S4{n6)jGRzsvm+IDiS0Qd;TDnKh6}0K7PoIKMTIKI^KPrA{|ct zDpfD;Z5r=ZOAwkiJ&I4e1mUQ7l*U-q>aFwdWDEzgtN{R>jX2^4vY+s8n#bGj{m|zn zl>+QA^uPnzryTZ{huO9GYUCG9t$7=ujn!*8DVsa<&OY=C!}&$}UDD z4);ws)E*&W1H9WF`WImvogT;?A%&5n6Arrrcu>*wQa8_DcqRu$RMS4C8Fl^n8ZApE z#m4Yya3#08vT_SrNr{78{%6b!`b2?3Sa?ju$>%Wjq6whp(!Le8Y)V9uAipTyNb^T!-H)) zB2G>$!hwL)Jh9QawC=9>=rdgd(MCUxkG(=Tovtv&8-~PqUe}y+~Z#TW{vd_h(ks=)5}q56bL6 z9)qQ2RWGe+R`kGA@|>ytp{}Ye{#cVIc~=T2moaQ;4$}{wi#iu&dFbRzX0OkXOJK^S zD$s9u(6&y^Sv}_1-L+z?6|&rO{gcj0iG5Y{i{T9o=<*6h{%BDF^_K9~{!b5LQSZ5) zaEaV^52t;$GojK5$;&B4UTj4Qb*g#fJyO1}*ru^%@{XS6B@v zkNX^AmH{z1qm~lgj%r(YBW5TS1DZpXU1-#ASW@7QLn)3G&pzk^kp-lw6!w~K?gwCBxXhxcGe2u7+?`C|JPS$0XAmH zz#P;>o_Lh3bHPNyYyiS(a{r$;j)4kD2DJmm-7ml)>N#Ai4XKnTVU2g&in-W+UxB>| zwNS^3hWr{f-4*{KH0^)@AirUqOyx+u>d4FYnqGmXFxY2u`b%y$3D2`%MfUl^eJExf#;AS+uhC~W#nO8tPXxX+1 zgIN6{y$Z}A!1#F{idzb`A=UcUyK2dxxw8Hd;3ZR<*a7?K_Kvj^5|rKkQdaB$)=C8H zt&iX_@NYjVadV0Ofd^DBYKy~)0R&_GRZtH5k{hT2pq5|+Cl#{`CZY{I70v!^kY!4I z|8wX(E5c!V#}e;_69__J#3ILn_jP*s*u^dl!iO-#4<9~2;OVC^L=(_!E{*{(|D|l- zkAgL<*fHXvWk;?*r4}OEg-Ok>Fi{I1m>MqJ{Hgw;k1rI8D5p| zdcNPrtg1u&^AzpC5-l^)QX4PcuKv*S#qLQ$N>Dla8v6+s1n+PI2xXN9DOgR0F`rGq zfYTzIg0HWYv^oM`{_iJK)G2t(588ejbgD=#KL#U@1fys6IFtm;O z9Qqr!NKP<_;H=F@yIZb+5GIwXJRdq~HFP?H>MNa3yA|NtVyL>lyOdRdL$M#F}<+s#`8m@?!?-=>!{m4i_4Hi(^*!6?D*|L zSoEF3k&y=nmfBam7k=0gG~+GX!-g?;hpx{S6v0DW3#y`;WiAc*0%y~YRZOzNz@ewe zUn)jzdVFSWV|<-Sl62~zwNB_Yh1)}i5|ujf7M~_P1KoZmRgEts)G5qcojo%$$z~MU zeV#nrP0~nZHbgvfi6bjTM%+@I)f&u6jSkSoWzUoN8|ROO@;OrO@ttrvTO-rE(c+Kv zhmde2*ky>7B-I+u1f`IiZ8c~`RSE%i%IHiFDo;2!2^h*6tF)%?z-BHq12Rh~Js>#> zQO83dQ%KRZ5>FW_nR%%yEPov&r`~}ZuN*5^`tG10FsAcrH>l1EuJQ}rtDC<7ST^~= zPbf0xq9)DHyhwqv0(?5oP&r5Hy0L)X4~IoNH!o?5OhrMos{O$F>viQZpK(@KE!{Z! zO-coD;bx@DowZNJmlMfLR?PLz1q8K$LAWyltXlHJxnZki*BGG2HyYSLa(~n_L$3x7 z2fMiFLL$@L74%&ndAbCafUlEyKYKP-M5 zO&ZKoBVP4MIZ%>ME2qVwbjIOKznk%dr43#F{P(oe$~B`_mhhnu*@m$I^T`u5IEu|y z0*_4Q;S+t)bT_s5{i2DGiWj+x`|(jy=-jH@cOqGz-DWC8s-Qr5d-sK4PtnVi^sqE@FZ|Togccx*J!M#g ziaL0Ef!Q60Rx@=O0baZ#ko3 zrG__!*W0iZF|c@PWh|n7s(VXYE9=6Y(v>b%hs#O#neRo;R%sQyDw=$OamFXLvky7N z23#K95U<-?9!3hQ(2YYM&$6jhbB=FtV%dqpX47)2H`#F^dTn+qe627a!n?K`>b?Fa z^e4>65d(l^Ey|N~i!H$Zq(?QTad#R*ToW8p>lM#Udn!>s?3mOgKinrC>6_!od@W}l zSGSYrxFFZ76RqfC&+h2hBcN&VYB)GUKODt}o#-;JOMA+R!ZjV(O^_O0YI=xE0=>4=lUVS|o z+}24vbXzX|gq!Xm>WCG3FOcNSM>3Fg7YDNVq?T<$ehQ~uiGJQ_FE6P(@`7s`yVjtoJBSMmR(uuI%5e_g0Dw~-h-z#{ z@28uN?=$)GEg4u9cCmEM5+zI%U%{S6@1J_@Y5qQ1H&*%8*pyv0q){Ew9BI2}(k!@C z7uPgpfuGSNkYdr?o&_@I$cw99t~0Bbwv>p`>dNxYd>QcT_@q#6PpcZaK1c00!!73~ z+twDEb1r2yZ%~u3?gd+&vRM}AT|*%pC~fq-?#jbq9#hT)0Sf$vH?V&oPpR`;tTWt}@{S1b0avBn>)3&u4ONozi$cejR zY=wOjfQ(I?ecMbT2-N18Ww!*@Waca_Fl!Kfi$@Y9fqoZUgV~nJ{QD^$Vt1=%4|mt4 z2*PS=`3_C=e5YM)846vfYnE!(7Bb-ZP5(!eKubcy2BS0mZvOi3f~JRvHRL3=HF@)@ z{o0L$wJp(`CWx|x8H+imvw9IsP`<2~75Wl&bWEq$p)nW^X;xkH2HY$Vwj5L^%l+)P zw6r`5iqaIyD;?uoNL_xTv*lhm7T5Mv?p}}ilee4YQ%0N49o#~iGFL%>z63w4nrM84 zI%nRN*y7<;dZsed?dt&69eZbvJ>tKO3sqX-ZW!Ze^`gn;nRWwT{TWsvcHA&G;{)Gv z;32*43@Q0p(m&P2LUOBdE zEPYv$$dTDpor2gT|Fj;^E(g_@S6?vKo8Dqg)vo{*4ki-7$6f^Xx*&M)UGv{$hq=_S z*Glx)OFD_wc|(J|UX^*|&C)lK7|4)K~~QM?eSU?iV@m!KYn4H~!F$@FX(kPZWCg z;D1tQ;fa@Ub#ptd&jrhDx@?n7gYetv8jy7Q0M>)7ZU6cT&^}Drdtf5_E{+V&;((ea z+3x~#DE!AD%|XQh3HCT`4fNn4F#DrdS64B6fJRpAX`pvR3)tVjfNv8D*d`Scmj7nL z{+IT-FyFrkc=?qJ&ng|Kqo_1NU}9GRQr_kwk?U8!pT=q&{uIu}B$q^Ct*m=}BE#08 zeC032&;W>fmjS-M2|V=5Ep zH?b5#?B}G-1K}{lEqGd(Qnp2-Z5`fP9knOPC(~tJxM4L1)t|YWp1~?_(GAtW5>8rpR z(Ch&$nxGpxc>vZpkBmXAKCXy9A`S`5z&;%3TQdksN+5}sMm2y2wB{Q8%cwVX=}FV{ zF4(Lc^L^uVuP~S=g`wh;ken=V0h7MLxBVbLHy&kdmrDRs`rnn`|9=AH?|*v`&M0|q zphMZg2CHAHtNyfN1AgodOXLntEb$!J#R@w9ED(Us{tHI%Z@;DghyS4bfh_^T%@+A* TX#{8JaT#4O`8of*!~OpOV6Rk+ literal 0 HcmV?d00001 diff --git a/vignettes/workshop_isee_extension.Rmd b/vignettes/workshop_isee_extension.Rmd index a914eee..a9e6a0a 100644 --- a/vignettes/workshop_isee_extension.Rmd +++ b/vignettes/workshop_isee_extension.Rmd @@ -14,6 +14,7 @@ knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) +library(iSEE) ``` Last modified: 09 July, 2024. @@ -214,7 +215,6 @@ Then, as pointed out earlier, you are free to launch another `r BiocStyle::Biocp The `iSEE()` function automatically detects new assay data and metadata in the updated object, populating the application components with all the available information, old and new. ```{r, message=FALSE, warning=FALSE, eval=interactive()} -library(iSEE) iSEE(sce) ``` @@ -227,10 +227,92 @@ Comparing the screenshot above with the earlier one, you will notice that the fi Indeed, the last time we launched the app, the object did not contain any dimensionality reduction result. The `iSEE()` function automatically detected that, and dropped that type of panel from the application. +To demonstrate the next functionality, let us interactively (within the app launched above) remove all the panels except for 'Reduced dimension plot 1' and 'Feature assay plot 1'. +Then, use the download icon in the navigation bar at the top of the app to find and click the 'Display panel settings' button. +You will be presented with an R script that looks as follows: + +```{r} +initial <- list() + +################################################################################ +# Settings for Reduced dimension plot 1 +################################################################################ + +initial[["ReducedDimensionPlot1"]] <- new("ReducedDimensionPlot", Type = "PCA", XAxis = 1L, YAxis = 2L, + FacetRowByColData = "driver_1_s", FacetColumnByColData = "driver_1_s", + ColorByColumnData = "NREADS", ColorByFeatureNameAssay = "logcounts", + ColorBySampleNameColor = "#FF0000", ShapeByColumnData = "driver_1_s", + SizeByColumnData = "NREADS", TooltipColumnData = character(0), + FacetRowBy = "None", FacetColumnBy = "None", ColorBy = "None", + ColorByDefaultColor = "#000000", ColorByFeatureName = "0610007P14Rik", + ColorByFeatureSource = "---", ColorByFeatureDynamicSource = FALSE, + ColorBySampleName = "SRR2140028", ColorBySampleSource = "---", + ColorBySampleDynamicSource = FALSE, ShapeBy = "None", SizeBy = "None", + SelectionAlpha = 0.1, ZoomData = numeric(0), BrushData = list(), + VisualBoxOpen = FALSE, VisualChoices = "Color", ContourAdd = FALSE, + ContourColor = "#0000FF", PointSize = 1, PointAlpha = 1, + Downsample = FALSE, DownsampleResolution = 200, CustomLabels = FALSE, + CustomLabelsText = "SRR2140028", FontSize = 1, LegendPointSize = 1, + LegendPosition = "Bottom", HoverInfo = TRUE, LabelCenters = FALSE, + LabelCentersBy = "driver_1_s", LabelCentersColor = "#000000", + VersionInfo = list(iSEE = structure(list(c(2L, 17L, 1L)), class = c("package_version", + "numeric_version"))), PanelId = c(ReducedDimensionPlot = 1L), + PanelHeight = 500L, PanelWidth = 4L, SelectionBoxOpen = FALSE, + RowSelectionSource = "---", ColumnSelectionSource = "---", + DataBoxOpen = FALSE, RowSelectionDynamicSource = FALSE, ColumnSelectionDynamicSource = FALSE, + RowSelectionRestrict = FALSE, ColumnSelectionRestrict = FALSE, + SelectionHistory = list()) + +################################################################################ +# Settings for Feature assay plot 1 +################################################################################ + +initial[["FeatureAssayPlot1"]] <- new("FeatureAssayPlot", Assay = "logcounts", XAxis = "None", + XAxisColumnData = "NREADS", XAxisFeatureName = "0610007P14Rik", + XAxisFeatureSource = "---", XAxisFeatureDynamicSource = FALSE, + YAxisFeatureName = "0610007P14Rik", YAxisFeatureSource = "---", + YAxisFeatureDynamicSource = FALSE, FacetRowByColData = "driver_1_s", + FacetColumnByColData = "driver_1_s", ColorByColumnData = "NREADS", + ColorByFeatureNameAssay = "logcounts", ColorBySampleNameColor = "#FF0000", + ShapeByColumnData = "driver_1_s", SizeByColumnData = "NREADS", + TooltipColumnData = character(0), FacetRowBy = "None", FacetColumnBy = "None", + ColorBy = "None", ColorByDefaultColor = "#000000", ColorByFeatureName = "0610007P14Rik", + ColorByFeatureSource = "---", ColorByFeatureDynamicSource = FALSE, + ColorBySampleName = "SRR2140028", ColorBySampleSource = "---", + ColorBySampleDynamicSource = FALSE, ShapeBy = "None", SizeBy = "None", + SelectionAlpha = 0.1, ZoomData = numeric(0), BrushData = list(), + VisualBoxOpen = FALSE, VisualChoices = "Color", ContourAdd = FALSE, + ContourColor = "#0000FF", PointSize = 1, PointAlpha = 1, + Downsample = FALSE, DownsampleResolution = 200, CustomLabels = FALSE, + CustomLabelsText = "SRR2140028", FontSize = 1, LegendPointSize = 1, + LegendPosition = "Bottom", HoverInfo = TRUE, LabelCenters = FALSE, + LabelCentersBy = "driver_1_s", LabelCentersColor = "#000000", + VersionInfo = list(iSEE = structure(list(c(2L, 17L, 1L)), class = c("package_version", + "numeric_version"))), PanelId = c(FeatureAssayPlot = 1L), + PanelHeight = 500L, PanelWidth = 4L, SelectionBoxOpen = FALSE, + RowSelectionSource = "---", ColumnSelectionSource = "---", + DataBoxOpen = FALSE, RowSelectionDynamicSource = FALSE, ColumnSelectionDynamicSource = FALSE, + RowSelectionRestrict = FALSE, ColumnSelectionRestrict = FALSE, + SelectionHistory = list()) +``` + +The above R script creates an object called `initial` that contains all the information necessary for the `iSEE()` function to launch an app in a specific initial state. + +All we need to do is: + +* Run that R script, to create the `initial` object that represents the initial state of the app +* Pass this `initial` object to the `initial=` argument of the `iSEE()` function, to launch a new app in the desired initial state + +```{r, message=FALSE, warning=FALSE, eval=interactive()} +iSEE(sce, initial = initial) +``` + +![Screenshot of iSEE app launched in a predefined initial configuration.](img/iSEE_initial.png) + Plan: -* Load a data set -* Launch the default app +* Load a data set (done) +* Launch the default app (done) * Export the R script of the app state * Re-launch the app using the script