From 87dd969fce6a024b5a4d217c52788b16f8268c06 Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Thu, 23 Jan 2025 14:56:59 -0300
Subject: [PATCH 1/7] rewrite data classes docs

---
 docs/media/utilities_data_classes.png | Bin 317980 -> 161851 bytes
 docs/utilities/data_classes.md        | 259 +++++++++-----------------
 2 files changed, 88 insertions(+), 171 deletions(-)

diff --git a/docs/media/utilities_data_classes.png b/docs/media/utilities_data_classes.png
index 94ed83bde976e32c1a22e20b1b37a33f3ff826cc..bb224772355e5260bbb070f508813cd0713268a6 100644
GIT binary patch
literal 161851
zcmdqIWmH_t);5Z}6Wk$4a0~8Ef<tg^+}+*XJvhN3xVwe`0fM``H3Vy*k=y&6^UAp2
z{>Hfb?_Faps=9QoSv70gL$r#LEIJA?3KSF+y1bl}8Wa=~0165w0|^0Ag7oy=9tsLg
z*jiFjMP5>pQpLs5!rIOp3Q8_IT?<iLeGETePmQV>3Pw%BF(fDrN=?G5$P<o)3K{ED
zTyP;k79UT)t0D;908jNiXc>ECuy`2^5SP{=K=n9KL^<xP^SkuhS_f|hPCXy}>TsQa
zDhvo=!aph|hT4xtdGAaG9mnyZ5={+L3<~9EKS`m!VQ&^5E-rK-dj6ZkWv!&6l@_U)
z?%VlWUD+7H{tc8EfKut`=;oSI1PaP<68AF-6y><r%?Ee@Q3SfxXX6kowxk^e_}Yve
zH~38&kbIP><T?tJPWnW;8BC!E@^zeqA>F*nS?IF-FhLBIilx|jP9|?OrZe#{&u>|@
z28Dv`*HERyE$+EU?vC|eR5e+#>pz1B{hV1nSKo9J-t4_QW(Np0>nknfCHBl*Biy^P
zxjyJee4zs3mC8y>*1-Qkq%s0xa(tRhiJ)VAR+TgqAz4H_mN*|iLWq#GLvpTX;ANB;
zE4M@n<;NPr3sJ(ucfz4u4D|}86lE|xX;S6<phSdf|1+sx=hG{*7Ih+1th>?I)Sqgn
zeN#A2X-`?Ys+tm<!x~X6DB<#|Sk>a^Sp~QhwYNkDX(I{5x5;vQW{-Mer1V(fa16H%
zgJ|+jxwC!DY=KU_%RiW@=s!h+@XTn#7*9i6uG_Dlcl7H&!(cNxtH>sa(gB=U{ltxv
z0KjFgU<MAu${TTgEUa?ESoM((j!%K>3P~i?dy|wNlWcKX2_vZ}+aVgqdqle-S#Z+%
zUaCC2%reQCz3-%;c#z=GD8pIE6kt}wmS@(MQS06b4+NpUr^H1H3QZv*O=iBt9xxSR
zfC-d%5A`Uy2eaP;qk{BUCt0(548^(M6Ml`&zl}WXO-Z^xXj|!*X2qb3<Ap}FBU<cg
zvNz!8YLa^Q<{OaoGF4BBTVz%eicNGHnm<elpyWs+RA?SScQRThNeq$=T-JA@1M>4F
zUcQFWhbaw84t|s%*jbb^Y1l7krV%HY$JAV;ei_x>)>N58$L#kn6wvtL?hLyf)HTS*
zypAd35z4HW-B!aGSJ3>%6G{P$m`&W368|v7@cJ&NK(=b7vID*Hr_GD0|GSPd%!M4`
z`5RZid(4HSA=iiL{ACzB(Zz_o;VBc@dYS(I1XD$AK@W|HNX;eF$5Y}seEMm6#8ad<
zY{#pqamMURjidR!Tj?1s$}C1-S=jscf4HOBxvGN(LX6;`Luq#T6O7yWI@+Nr!MzNI
zMvj1kEp(~27eU@jOentuOf)po*QszaMB_R{zh_MUBfG4txgwbU6-lAW5|x3SMp)=x
z+WDQ-GR(MO{`%k>XK3J+;2~y+7-19wG9|o1(2C`NJ1ew$KN>qhT8K;iyBe5uW7uW1
z)=&du3M)9-et9PZeW=X-k4}iS`3_ewx51v<Tp^V2!y<lT`wzo4NS$L7ghfA4i_5{`
zM3zum%h6Fwl>9_9BUejcmSs#<lw)Zm;1A1{nxe}4$+8bU8`>=+Qbbr4WAja>0#5+P
zyqKArR8eg7TlTS8GZKq9!8hCA#BTJfLHSZ_g-gF#Z{b%Hp%vigMie*@<DwfHteEj8
z`rj`z*PvDR+tmBi5N#eYX%j5Q`VU9*ky&nIIKfBmM)P47#7z$p?4&<<bVECi)NNy4
zi9C}8%do#+#_dKT9VC>XGeIdzQxRYO#3#pxUQp^VC`g@L@wu7Kr{9tzJWDZGNnc7|
zc3n|O{QSKL^?j<`d;b*SvB-CdyD2Dgr6nyTc_n)#6D1C_h>a*KVdoMUbmb}1`v4bs
zZ^TE!N6yC&k6hBB0Qo<~QtA(B)@ih9ENK?w(w}$_xW1&?DBcy(sWer(R@zqF&Cktu
z&GRxcGFmX^Gd3_vr1LY{YTQ@ke(^56R{ipMK`H&afYO($PHp#`Q{)A`Dn~2suXvLM
z8K0O6S;`h>m1cl*A{8?WqzimDel06DUu@8AG8YW1)aO|ibWU;SW9OOXLDfbYmkWhf
z+Sc_S+liaFtGF?&*MA=`mDmc{%Ge%Sv(By;c`Myy<I7KcVv>uk`%>JZbC$M9BOt?D
z-gF}LB=m&;WbM<&qq?S>^DXbYL2b|HF3B!s+0Ub2=;bY|l+veE^H>cOmOf>E%c<^?
z@+<(lZzvDNMKnYpN3f7;ik@HBgM5bWp6}p%%ze7<YES%UEsqgTj*i*p9OwHigGiQ%
zhKUt8v>lyR3q9NKoi2B}cg%-C=zaE4#H&O<h?IEO?Uo&u9nI|C0p9cI+PaNbENL$-
zZ}F{pmHy$_BggHGu8aO{RyyXKdW1%X5Su)qJ!EBmn@#*R;_D|x-fWMo0G=kE&)iHr
zYxW+~xi(YW)9gmpn}AJA69Bd~$58RqZY%9bigmVm$7<u`bx(TBm&OIZYME-wMW02|
zGwL&evo0QP649J7o{v0Q_R*~hYou%Lt(oU4g1lYKU5s6^_Z2-|J--9;{Ev_Zk*2YW
zu|Lu{@Kp%ZlcJEFl9KbC3dr!`3-So`l3H_cy6-n8+tc*%ckmww*gJRb)f|u>>YuNl
zKd+8Vg&(OMxVXQw*SM-!`Sw+&$EC#+uf5i@=S0Rc)-C69arb^<W5{6F@N#p{WGDGh
z^};!{ax%_@6_9`T-V4EN>RxE~ab{wpy5F{7$!HT}lYdjNyCA-moQ1H*{Fa7-i=uX#
zu7K4j!tv{+%oeMtx@fIY{FY>(Yhdr2=36<lo+ghi{h4`?deHlA<9^>(0$)0?6eT_(
zjyC=>b_re@p$3tg=rS`OS37Gv+c1ln&(CNT2`jJT#@{5QG#H8M6DO!QNI67{#I?la
z6oy2v?1QWlI5VWtG7-|XQQaiwM6@wBaR@WH$9OX!K#eKgC}{%ij~~ODBO=kR2|3tH
z_{xa|gncxx1`=X}DPe-qJkhhm8Sn2(oaI~OFH>PtGwD6!iTEuJvrs=Ed>BkC(@?Wf
zJ6)WAZ4furioYN~;;D68zx%VeSDqlsJ76pU4Eu(=K<`2iRHiAREx(Wh55^xZI)Uf-
zPZm!6g?Jo4Uczq`^rdXkTwya42u)s%Y3Ki8o}+h_wouM6(v;S$OJb>c*E^0exta7L
zLN8#cHznra0t5=V80v0PC1)_m&I^or&Cbi`0eqb++ie?{_P?Zp-|wV+f0TQDcrJsn
zf1uf7ZApHm_E$O9)Bf^c@@Y2hMg3!WOj)aPQ%<YX>Rj=5@mAU1ocElbMb=c7;NF13
z;xEOfB%PBcU5lJ)*6a;odb6qfj`<FL*FZK8Mnl7A55w#3L!56Z{IrPy$d9G98s9b4
zd`x>m&*-RE@PqJVsIn~jT~~TUedm51>fX|inbO_TM}h9I?vr(}v0V6`%+5xQ0Uw+z
ztxoRD114J8mh=sqpJ!rz;-NDUF->Up8hmtK=s;PDL9ec?F0Jlbl&Z1TwQcY?S!GMt
zNnfghsq)Yw(PXO$=u7AWUi-Y=-I2ucq&Yq`tG53+EK5>E|ET#9FDE(&l~;5nrMdKi
z_t3FL54|<R@ugF-`Ma&}`u(DA;_50{gkZ*ek^5|Ce%_vk;VNExb>(JJz?{Rz#({4?
z`APnf@7%rN7C~>Fxu|R43-ko+0^$kc1aVS?HM)PiPP~EQ2gSU|L5vn|UtS8Kb1$zo
z>^Yh*vhE42{4&CtE_T~qGk;!jcX4~@xs*k0vX@<s=Cjnb^i1^xl_Cp7eCZy3Rq|-A
z{b>@hOw7Fz@H`f}@!Nw3p`u?nTp$K|f?tdyePxHF6Jr%Kh1foNCIE#zRxYo{n1Z#Y
z^bhoVoLEkEkM4%gcpc-qX53Q)Z&tpq>(x0BY`*$gP8ketH2M;Q7=a|4b&o^$i5mt$
z16c|<5vxGLx2q|d&2I#WHxz*<tlkp7YJcYUtuMGTEoFT|d|8Dlz}?{RhmoVrS<#Pg
zH38N)*ZoGXfi0l;ld}L??~hkLGbAs(Ynz?D_9uxaeQ&In8%H2>id#{;x1Z0;_a7eT
z=BCwqlX`0&ZNM#$dJk<~u->q+fZ8yoH@tphNiI$(uO4(LT@)y{cF}JMU(Vn5BN*;$
zT;N`DHP5jR4l%@pp92#w!UK7Ep_ZHA9r_A;pZK5vR#5M~VBF>_ig?<!QZJdzWx~Kg
z@f=2TH?sqM93%NRk==nJu-R2i50B4mC~bb4l!7O)5PKrVTwC5kQ4xyqFWUkN4w@JW
z9+HEGJR;B}|DBhCW`O#uH8d0q6jY=&6x@H>C_&P{t|Z9wSD$~UuqhExh>%}6kjJYK
z=D%7a0SaOND-V+ase=+%mz0->r0S+F=H?ErR*r5p4-1!&0%RvS9aktQeA>SrXnD2w
zSCH|StTnXVv=tQuOdai6P0Snt=B!@!PJfL9CFCUl$=aK{nNWJ!+c~%jcnMSgtAzk0
z|5q^^HRZpWxY-I*Yb&ZyN;<ljQ}VE~v$9i*pioj$3b~kB2&hTP{HHtQmoT-Jo12pW
z8=I%6C#xqHtD}o08wWo>KN~wI8z(0Vqy>wsw}YFB7mI@{&A$ivuW_WzT}@rAo!qP)
z9Vq`A*973`?j}r4{nteQef|4A&AqJuXC?>N|9lqY1KIwnVdG$BXZ!E5Azg+3Diu(%
z_A<BAk+Qaj&<rw%2oDdZ(7)RMA2t6o<NxZZ{Xac9Ik<WLch~<__5ber#ns$J($O9=
zr<=(Ctk-`!|L@BGbQEIy>(l=iDgI68f0aTAErKG%_TP&pf+Dea{s>t|Qfnz?4M+;v
zWq)1JpCNx3{+&Yd&|X9*W#|yQSPV*DN?gMW`aBOl7k}h!v~M3;_DEIMGZRHFmLaAP
zCWLx9PZSTfOAqVDu?<O%sE|;OX=7u96jAo3U|Q(crjV=esPF(bh{$jqI0gK5-s_pa
zvXVFL*Qaw2-0)Q(lna9UM>jQHQn*B16cHyZ4kh$IxPQYj3>!=Tqb`)e4A_NOG@mH5
z(UFs&{=uyhH6S1c^ZuXQs?=gsGHGI*B>&)(ARkkR73%&E30N!@BoW6DY{v7C-tWB_
z6~fs+p#g+oQqfT1gsL!OcK>LB<$@&87XQi0LdXz>1C7E_441O<kCrJ3@_IF}|BMV+
zv@q`gQpoR{sQ%e2qHt&<{xdRAeuC`SC>%Kp$$z$!-T~?{{uvp>(vVc5uxXQiMf@{X
zgfJA@|9=^3yXJkp?SvuG^Ap_V>Q{XY>C?9F$Mywr>FTP7#eqv>4^%fj6DMw9ejKf$
zq_#=C{|}5C97pS<7EXv99cd2S-Dq?^3*dLUs_1Pz#k-OJwhGU6&#1F1Pw(`wjh)R6
zC?XX+G}36ATA-Cx@OaBBXSnY(%KX_YjOc#yh<cQPK%f!xpnw4sWloi4y}tgS_q{@+
zhTzEFH5_h`w%&A)JX<iJ#qoL>hGVu}5^u{to8M*P>jvjlLNa-XN6)GJ8M%9peN!Xg
zo=&IBD`y2wH=|Zfn~|3R?_K7ijL(DuQ=$q;k)%gMrkiWzv&Y^9!KcSn+U|=c=Wu)b
z2T%7OmlI~wQ!l+l^EUWw(i8ijjnSWR^z4DwA<PEp439U5Nv(>p=FiCW!%ZRm!Tyo&
zWoyq<KH6q9?fQ6O|6f_osSJzHS|X0<#&axaI&&=f+W^hYBnf`<S{;7}SIYFe2g^Bc
zx(j|vw)<zQh0i_@)wL;YDnJcTK@6GWCbxoz!>4)a%qk6S2MQ<o;qnGc*_7^8->A&#
zN3F#aj3wUN)(#gR-2N9qA8tzGiOMj^j+>EO9(uHD#4RCk=H=r%mOLZiOMTO2FPAW9
zif@Xc>hQ60*~G93s-J4!Qe~&Ui!JV!e?amH%bX&~n7f4xm5fYtOY%A{=rvzy?Q-)j
z)lRo%4wU92wED^BW8%MQay3(!&I#PIPvPb1^1HGNjS~%?YaR~$wBF-7O%+^QsJ#>C
zt;AN)qWS~<D~Z&8i0#>DzsX&3=jG*2hqgE$Pn(#BWtfilfiprWbx!1!9!l09G|R+d
zOet*)xy|iky!xVS3mndvTtr+RDinxX<TR(ZsBQ7>(|fvL2CLhz!%G};P-Y(n$5k)4
z#7HyKy!r(v{lc&17VX{z_`MEm^H%{Q$tV@3Q$=O23C3s+Z19#sF3$NIS0c^6-UT8|
zr<!x|l$`nG=<9zuZDua0HC0{;O(5ql3rhlb&rRg<%D6Blzk~fd;n=_OdAkIO1EUgC
zsZEq${hk8J&nt#4U6yfV)F!5-YCrSllt9Ec+G3XJ8y1bz9v8rgJyo*-t>c`Y^<|u?
z{E6Ru|115P*IKy`Z4(LybqD<ko^&pTM4Vi0ssvhcDwR*{etz!hJ@xnN55sb?QztEn
z5@>H=j@Lf>>m3l&-4rOlvW_L<fr6-KIr)<|^k*9ntC^MzeJ_Jg4Hp9DCMQFP0WFw!
z26ZdkhMntc8ZJkZCl?fVn;MUx%x#zMys1xp;#%^x%lpmCJ-%y(M7P(XjULH;>GY)P
zmE!Upzz)=U;ua_ln*36__07I-X;u2eb{4CpFQoG55=HIZv+B{?pBPoWEKnu4av7Rl
z^^<ES9Jb1Xo6j``4My{85x?sduSUGlwxJVjt!saEuXXOsXPu7yyAzla1x_gj%k*Hi
z=UVEm|9salZ||Tu!?G><mSH`TO9b^-Zw`2x@lwF}$?sr&a+8Mz;Kk7HLX2B4npNN+
z5f^3;HXF%RB=0HMeAB{sPd2+|*(4n&2SkPg%mwNlat!@Ccp&~T33k+OHK1G-TP~k{
zewyKCQ>?(}nAI!O>i?52SBtxdo}s9mud3Vj1zz}Um1WOvbqZ-l?>%VW&7$X_?=HkA
zre1S0qYcsD8hh`y)Aem~;{$4%Zwkz#i(KaYiD$B#kAd{<^q~e4hhdjP#WufP<nAB%
zeISUn>D#T3PdFhTA=h&k$bRPlI~t4T!=J)#=a)pot^SF5og%CuXcrvbiz7MR5wSSu
zqyEpdbe;*#7=mZ_s!`%pKXkMzy~Y3LMA^pT`ydfl+2rxFzb@mf*ziJ6?^8NokG>io
zTDvz6((`rT+t_|`Y<KR5;VTuV18zFwKz7lMFhbT==(dC;`!ifO?r=iZysI|cbYzg0
z5BfbP(wC?mS~TYag(_bv!&Q0yT#2}2V*_^Uct6lC9~&16htNBH{&-}wW-L>1gz)TJ
z#!j!)Q^3lX4r1hhY3FdldOy{Rb<RddP=JnzuR4krno~R?fj3fpKuf@wM^7)CNnnx+
z%BY6Dn#|=;fu`01{#q%#etF!BO-3696FO_fdpw)W-@9>NZg?i1qiwCQX`+6QZPXWB
z99It%554+Fn$3;p!OV1$32e?veKpkFNDw$%GN6*VVf{!e%UCPG$n=@j>A-~!QFoXx
z^^$x#?{D_nAPv?>svjjpYqZW=CjR)SnU~3Lhj7n{Mk__l!-w+szNoyk3rvTfom)v-
z&ojM0!*HdrS!wDgkP6e?WCD|kZal_+d<U0G&FIgb<`%1!`fa9J^U{yS!FQP*bo!?>
zzeS}*Pq3s<9Hi5^qsZfr3Uf@^U;OZY%K9#dF+RT{SYkDh>mq)$tJdh{K=d+A=T45i
zdgL~`=&V-dRr~HBoFo{!_kfG{=VD72{F%Hj#wP_kj1MZ@nvC-ws16q1YMi{j4+6jY
z3diDH(df50pK!;HM6SKq(2+`%KGBAXpj<Au%d#&wx=t7#&<n@|uJ_Zr;a%nRM<mpg
zCb1$Dcda6w!U(U}(3yy{@)E>({DP+Pxw?k&qg0!gV?Q56(1u#X3=sDZjzNpAj*R0c
z^_;@;*5dZIku+CV%pRnioYK%+Jn!yVe!EXEHICkYx;a!FGCL}h@;`ZK_dnAkyBl?W
zVEoaMR;jD;c*Tl4JbM^+qc38cYNy{I`6-R5LbP%8aGJL6o_v?=(2`X&&1c*E-Qjo<
zY~-D+XKHu5z%(`O&6t{d{Dh@LTFpw+C%?O5HA!@wl7nwvlY`$I15P~rzgK*tWx~&x
z{Ss>>Lw7lZnE10Bxq7l}-riuKdfKq0B_uI<Z4o{UZrd`)EFwJJ{PdZpI{P(8>v9%E
zHroHoUB|t*GCX}8Fbv$|(rl`@sVSd=zM}}mtWK+Q3u{Lim+kx-{IyNRLAYz7l`|M~
zkj}WwHnz59vdpkpWSMSwQVDIgM$O%GZ=7sg_DS4;LPhBSp>*~(xtDDxs7jLL4)KvJ
z=l<9iw|se*_gpLC1LlNNI3dvjIjJBW=g}oz2(84xZiAX3Izo26@ij4j);lkY{V4*P
zg|Bd{d`s7|6(F;{YqHL%ESGcI)ozG*JFj?mwu8hm_<?KoOrO)f$A$)06Ma3lV!b}i
zVQ<6Bmn1_}1=L!xMGz3_g@LE;PCi{cSQRhF(%;7q+@M<k?qs{%{#5;<>F_~?SyNQ`
z(-&6e6^$;ONh}AwF82)woubuagH!LX?OgI06avMkCWap>rtsoo(olM*<SvnG`R6&m
zjUj6qEHW<_pS{&iMyF_@V|?qWTVWPi@Fh;bf^~<w0NE^*0aqH7AG?%iLkAw>L)peZ
zSHGaNp~sW}!}Yd6m%<g_{q2qVWV`%+=5yt2^BXlQ1O$hZ-3qS<Sd@U=u78oa9IN!V
z6pW$19Lu!4tkp(Wz4d6__06<Jz{k@v;kF2hX@3)Rd&qj`31|XRXffo-vN{^+x{SPk
z6IrT$z40@5rip!u47kc2=`z0`+~_ROFS4tdul#Css=;KeH00S~tP{el-72eDhp8Pa
z*10;4ZnA(f_QKK^#z1f|v^v^xhcc1h6ZvJO%k1gdV70}>Z)|<`^%+O4S*8C@#%GJG
zv5F+bHrk?oLv#QT+#nOq*(p3PaoWmAp^?ipeC*^ec_A`JdTaV7&*^F>R-e#bi<w^s
zX0qth+4X$>5kK^+jQdPYlC`(8q0PRIR3#K#cSl6*=AiXj*D>#?HzT3|N>yz=^I@46
z;o~%@*%bbLB(BZvZm$y9<eu0mZqJ;L?bX{()zdd=)k6@ziYS}Yx%bcoGerh~x}~@X
z^28TXR%B3P>|4@m2`BW*?7BZ`J!CgPR3T8XS}%%m>jeunRk9Eagd`&$!xCs_aA{V%
zN`PZQ@<LtJ+^n>CXCsxZ3=gHeX}u>13!V~z{cxZS*G!+yZ*2B3F;#1w#XgCvG+wgo
z19b)At-e$3>4#Wj*@9hSxnbKV9OQ3Bkv__bYm7+wR36z_mhT!jFO%46$u0xw3g4nF
z)5vD^Knldq<da=+yT7$YFD*`P@1FACB}~vSOtYMA_@-i9Dz|GPt?|D9xwSR@v8&|%
z@!+<rEL!XhS<~h3y(d%TFsitK_4|DVc?}9x<#%6snW@{1aGzDNtOE+_rF#kS35PG<
zyo9~a@4Oq8qZ!w)t|ePqq6UZ8P84!=G-DFe5glr9_63PE1dJPo(D~;h6Jt&vMwsrs
zx~>|Y^2$%E6BoxMa2ze8nC3>AQ+HtL%d=4^?tF!3blDlA6AcQ4u5(00APVdC?<1|U
z?E6QDEnf<wcq0q6paj*|uk;v3NfxU|0i8UPFFWUGU!tJrp04x?G^4)kCT~tR-&mjn
z`p+)bWKQ1$Bc0hp9{}NBy{%wo-!Atiga?9|hJ&yyX0O5zoqD9cic~4+y$>S0!o>*O
zaX5DIoGS#Mqi{%kM|5~Cav0KjI9qx-rX5n~x|{Gg9uQzt`<_;-Ce<_&sU>J!zjK87
zhDyv{4=V7r{x|?7nUHl3L-m78%kS(WV0(^9&F}Wsqbgmz?wRK12V%fYYoeK-5ZUvp
z7t3>fBJWw&MszSzUvRHu{>$fSx{srVplA5&$34@@vNk&x=Pw=SQ?3jB0|JkS9ev#o
zxZl@{EWWS0?_@nCD-yM6t8Bf%h+ug79{ar%t#2eI-iI0$6b`F`Hw;$4!zrXoGNkK5
zbdBVhivd;IGT+n2x}Lew(ZgzT>l6Dmi%qJq!8qeExyvyMqiIcwjw7#wWu^<C1za?Y
zQoKQIK$yBk$<kvW=4%xKQR}1Ocs!dC;d>uvOx-fLV9Cv_V?B_QT_g#yb-{s76Flar
zG3Cw;{f{#CX~&~W48B$Hpblo+_mR8FS6k_?(w!HsC7}1YoO410Zoshq{Q`=^F{7==
zC0{ewnfUmU$AgdR`-BNtLqNxppDNPZ-f;s`p6nk|co<ST2^{<jxE#{s{48UZ+OE46
z^$h#?MhbJboQsC<ysf_C)2vxv|FFo!%(pj|^**b->!W(V8Ms|>zD!2QARA)yspijc
z-WV59_N_^$m%Ksd$h`<h_?d^wyKv#%Z^LL}A0tE7@NGEiL}i4!6y&+*HL8-c1zN*K
zG6KS!=U><H${FJdw8gBNd@?|lOZaItG+^Kk-|eKRZ)vhp%BuU<=ktRlNA3n*8pF5O
zQs?}ig&wgkje(a`(^c?K@3q#Km@DFNkvS-J$slUK;a485rSw*<rJL5tPYe=hNc+9M
zCb{xeXSAo~MnQ4}FFd$|C!sVfPZx4I`9Z;;{1;t#GU9PZF5*k+o!f!(*Jka2r){Il
z?lq8g;dfmxY#Vskvp~N*yXcY|gCqI9*s5d6SsXxnM&1><*G)B9cMV6-+rUeo*BZgC
zLm}K*PIJ;~tWa+VNU9r588*ke(P)v0)@?ffXB{TCYwPU&$R6rxd|kn#x}7T0(_7}I
zM?&x0JvgUejRd?&#kEGJ%qM{s#V+Dw<+lBPVQW$NRIbbLuE)M+d&7LZ!fYbWv)9!+
z35z$a(~>h^Fd+T;YTT>o1A)GtXgECax!Z`&H&Ky4UG15by8J|!2Oh8b^nd62`l<cb
zp@a73A9}99S27*2(Am@IH)+^|u_IlpKPD0JHT`<5;|{gF{ga-Gs^(;fUKfY_b%k4&
zP9~SEW}cD6E|vG60bLv;&a0v^kKho@o=FmdWbKa=7PVhz+8oqVSYf?;ZjJ5hg!H0<
z{jqeI4e;t?f<iyNi&t&B1l*#D+ih)hrQ}ye-pLI@>~*td9O+z!=40K@tlhOmt-!16
zkD)z71*EH7$KNX3B)=O|g3Kq<din9`93#=?^qzzLlzt!<sDu;NR%(Ku&fSp^9Q>QU
zkz>_|6W()Je+PNj=C!H?nc7jw=vuQ^-2UX<NOMmR6aJyloCr>kXNqo{CObxLA@?E*
z@7P7*m>n<s;cb3!I;!UzY5e<qFLJa5%iar-)TqJo0lnL_#8{IDMhYv7B}4a0kjDfp
zBK(c3g`1ANiLoy5&)_>)$y%%-(o5EFw8IZKYb)1FZIze-#rjd+KyZERzS^RrLJ-oB
zG9}<X$6PnmuLy+$B5WaUY9|79+(0RTV~ScV*u~T<L4H*$UqxZ-IWC=M7^aV~4kSA|
z*q>O0^NqX`q-msP7dt~`D)W@<%2$0BwW)jPcha&~y~A<dhN|~k79yHwvwFjQ6(AeO
z*LY@fdeg%oC43D*S`9S#{Sqsn+aD|kcJW(s47i{+Z>Y|?>~*3MCF#_?ry!u7)>@?V
zsO)uz*mUSN_!^6B_ov)t&${CRBN-QnW@iaO@MK5=NfaS0!~HyAm@FDb0+v%XoF<)(
zZl3za{tL9`CF*P2M~||hn&a((u+(wS-sxXrpT+@^r@RW90LxU2jDuRB2EI-?l1x-^
z@2l#<PLNfJQ*f?YuLAjB-n7>9;G>@eb@0q$B_LtgOV}PZ%wMg_s#b*9S(9&oMDct|
z#L($_7!!oeKXHK%)ehn>$q+_2P9AIxb1K4VZf)l@?;?u9f(1g^t6F9He*N?fm8twJ
zW(dOIdvalfMXx+2cdWCZVyCBV`Ej55SmD4czNe0mCa@{rRl{Z7_3)sFuQe#snUq<u
z+x^C=<`gQ{vDNDb9w2M)IinSeX1({MPn0b~^^!hT$+!}2TCQyx1;Ml1KN@6+(ttFz
z0Jmh2$P^P)(fjF}+S3)p8nGfU_WzBPZO>81j|e8KOKPNsq3T60S`<#5f(+{A8O^gZ
zFkO4Kj-VQ~gR{%?H=Y<X*1uSDd3o^9h8-$L62UJNqcxq$5<w9fg3!S%cda@ZX!{+Q
zHBb+`UhAb$h2>h$l^Dyk8p1vL10Y*Lo$f0(d2eZzrS1w6$JGw#&Csd>v~~B3`DKQf
zqEOVoBl$J!X?w!eJk=#SgeYX@q0m<3)kKr;m&cGFFM@>$%KcJexi>|slY}zbN#%DQ
zF?|ye&W$@I`VXoi>`d|n&3B{uL}r1M&$lyMLLfRmQm%6<GrnSlv7ui)2-5gUI=;Hd
z99P(lJMif(D~?%Rk;q#0p%XZ`4qhh`_M6LifbBiLUqh>0t(_vj^{<>){V0deOCi?t
zjLr(hiNa>qK!zYsc^rknmefh9{U%Wpp*;cVL;q5t0d24z8dxZq{UenO!yV<Zl*IZK
zE<j9sw$ax<INRhGPutK7h5H|c<t{Fs<l69Sdw&IgsJz05<+2VF8zPFVK)=t~Yp*oM
z4qbC(N8|it)vGJMXN20mofEv9t&di=<)cd4X+fWfvU*4RM_TWY4Zo5nwx;M#h9c@c
zhY|8QX4$hEwib#VbASrItlFb61GZ_}{n-NF0A-n?K&D?(YtTm_m^Db-pdaXCi!xY|
zL`PS6iCY=iC6weM101n9(4hjCo5GA%q82fl6?ziW^(|*?0holxu9J#16yTx0m#$Hf
zzNDE8@pg#I42WDy!o?OpX0z`2%i<%|N7b;EL~}m;f16FYcSk4&1<q6Kc@9fC^UQ#L
z7Z`-h_|J4D;iyHYM;X{?q=44?m#)_DtNkzIzM$8*_X1+=;Xdd~nocj!hqwW`Y*&}$
zEL1Y@?OCL-s}JpyWylz9&nVgT5?XCbt0?*cxF_`^984X2XxU-;XMJ&$vNxl{IzlWl
z0@ge#YV{cg?od`&T4LL5CM0L@0mg@S9hn;Hz+x2JSW%}`F7Rc#`1CuiU$_n=?;JK_
zOL~W@Fqk*8pgs%Khhe2Mb$O^mWum3ZFwbAOHir|IDKN(`QwdAN{TL_P@?ZLr5jH&J
zGO8YIsk3nkUvfG5rKNu7hb%0>SUV=v7<K?3P>6|E?TYoDMoi&PRHG6i6%zBX|AW3{
zoifJG-A2`AT+m)YUth+)2y3TI=jdiu9gDNryFWm#J6gwlvolnI<R{ZGLJROBIbMl$
zYO#enD%b0yV>K|+H+fWR(0khHM(&b_8B_ehV(`18Va<k(|Kg=5F0E%z_0#dV|5s#d
zWRBl;kyvxB@0}-c?cD_JW^>FT8ir>*Z_828*qR|RWN-RAmB<<)PAkB*dxuU4;!=9G
z7>E}Zgn%f*oC0%_dkMmCSR-!SM_^jrn<uM1#socS^-}7;3sc(LNT6vahnB{l^sx+?
z2(;JAtKkB+4KQBzAnsjjUe)?n%P_*7dqrm$ufW&C72^p4EXC*hmAJwu8)i0yDFGEs
zyB*QZQDY9+0X)tk%neX%ZT^}_=J&BVgU$?|{wd&=@UuJbG%ZQ~L2LgAFf<aPS&9Tm
zpmp;es$Ir=u{DOW%nrQ_IHEzn)LENm_(bmN*ms?emC+RxQjGj<Y}Dx<i;pFo(0teB
zEOEfvBw{4K905+>q5s*rfN30_3`6}FNQmSiDgkrq;R>Px6J8m->>GS^Tc4m{&G7z=
zQzDVA?G1eGA5DBMKnx?T>`<FQmV9WkHwd|pjumI(ZMSf|d?{?gr(SNd^%YtC6xdJ7
z;S>XcMx?M|?W|NyN;E;Ma#!yy!#)qzMUxS&__es&bnX00>ELqlt~&NXP7>k~W$(hG
z$hB|7JS1HgC*+!##sdfmp6XtFds;hsTa=F-B}nSp>Qd+;30{VW=EC5(!5Y8=EQiVv
z){HWn;{Iah$#M<2AHP&+HYCP|M(7doHd9FIg3^k@RuV>HWFAHrrHXiQ#)3^DRNx%o
zF}j>`>vk>VJku*m5}C(;qlBRd<H$nh<s(EB3nEENXycv%LK`<yP}TZT1$!HVX+E4D
z?uGgugB`&VydY(IjlgY+=ex7ia7>`A4(SmJ<n->FZn`KbJP`DG+YHr(+u`-H2xK2M
zE<2Ol$VJVlcM45>qFbiO=LmHPBEI60U?eq#(*!CAMY(i}uB)N;QyTVvWX^8gG-KlJ
zUN(&8-tD$;0=)Ik(G1roPDkBS>QhB@h%})c<Y#ePAakHG*JU|1h7r;QG7o*gJ)!QH
zvi_Dij&vX~5H^pn&8{LM)iK0Tq;o_J(<VmOevxk<vhmUP@+brj_OsOll}rq`)aoJt
zs#<#mCZCBB>}T9du@q{&O5xk5gL#)P^-V$D!za@T&lEFY6(E_4m|ui7AttmJ;lvCO
z^Mb>D(jm*lZGX#Za2OW4Th(|MMWu+;hK|w(lvdl?5cy^A=squ@>B^!Fh!9y9+}GHR
zOU0AG2DtT9G`m?-WSKjx=jboimbhJN%M@&~yjWOe2DaVRP#*DOAdy3qz({=Becgjk
z!x*h{Pp@aya^F^=8wR2pNX)M4f{)V39A}j@7P&XyJi<56zpa0578NbcVbP0ncCO~@
zIBZP2o7+EP<x-2{Q0jOg0-HC=-Bg-rF=^S!9)wr-f|Mo#UTJ3W0AkBJH44!38pUcz
z^&7?rGaC;oVT2xC5q`kOZB7F^eWiyE78@TO^y#mk`TU(g`td&phPy)V=*TDjb1bYO
zdcr&2_lqpQJ}Nd^O|;$z*|rqWcx|TD8R(~^+2%|#dHUGXCP*ItvHDEQt`tykhYNVn
z$s2r3uhf-llZBiNu$F~z+Eoenedbazu3X@YfZ%As`pYDtE#XHHR1wmu0$kL*s6Vq#
zvsu&7>n#e0zAaU4dIAu$ElGf7oaXaOejLag*Y3<^XHj_n0ENR&ixb$@?aMaVK{%7T
z(rUo<m5){a@6ZcVtT5%JSbI~3=_S^ogVrheLaveBV0Yug7u-)Os*1==>%T$i9gQXv
z0ntnupA7@w8^aGEar|NyFX1STB_6l`)F)VVX1Dof5w4KiU~pQw5{3zRW{@7B_)KfQ
ze(3YbB-YrZ_w|5ZFDDgodVd_cbjQ}58FRPWykh!5Cc{qAYxgJU@%P=@5trF>QojNz
z7&cFkAs#d6Ztcr_D2I79fna4QB9Jn|ws<}9NaUjzdNragz8xMC61!8__BBUuvpp4p
zg|=|9g`~-1a(1cJFm#qZ&-2BY0NY*)3<=L?JDQ#bkL{^#PS}msASi3&d!j)sT#L6B
zNI(I~8KS>C7cIh;AoI3Mpe^~;*#>Mx(L22;yT7h7;d8Z8TGfYM5D%bP3?5w*C_fir
za!DX(@kex+;y$6DQaSMlVV)w<U6#)A{>)T{pQR>WWOeGp+P)-)wu^5cSa<E&d!T5W
z%GpZsSI|AXN4$Y3zr9}9nA5UC*W9eZ3a{*X4gq~pT$=XA_V7)piuK_fQB6bu!H*Nv
z_l0GZ1$-hc+l~Ay7trB^!Gg);e-IPUN`W09z8;9I@q4tq5@O>I(~{8--&zj%$Op&t
zj*h#%Fh$?lh^yy>moiK|>dBt5VkOsESIBBs+LXvzFP6^q?s@VPQmdMWgM8Y?c!**O
zjtNy3&v5Qhs;D6ge?nJ2r?Ym1k8-hUnL&WhV!`Eo&r+aRj#ZANvhou|J<d|?HlEcr
z4>!-l|2c5|Yv3i)-I+(vHwi^>$Ub!NyKnM5NPdXG#@3uiGV0J6?^|va$QxCfm8bDW
z$zJ#!l?<D?G_W{>)=g8!&7|vH$6lq*xb6=s`vdgFO)NXA2qUA_RzGM08mEsT5Z#vv
z9)J{9XXuEtp8@L}nZ|zi6bW1WYo2*xMIsJVU{Cp&(DhmT2{%0M9iU%&?etOa_Ct06
zEstG8mGh4A)Y@PAdS5BiZha!Mbd*W#yQIhlCks&QMYjnp<|2s#QVXWTY&Jyx$3ZyQ
zqmMBcM4f93;cX!b6O#e$R0%y)Y@T7O`>wErwi@9=AuxZ)#XJn$7S`J;3~$?o>zYPi
z_uxg&s`tQP#>uy}KMZd&=IQKb&bI0IBEH2?yO-cTR<#lhk&Dye0K_0MatT}9L5TLu
ze|x<!HYf`AKL=<27<-O}ZYcGyQ?Y1w$Fw$}itwfw5dnEF9ylBj%jxX9z(PV|*bb@x
zClIKAMR~jV9iaQcm?fGmd)6h)U+{dz>xH6@UK;hF+4IcZ^aSQG<1hD10+$4u=^#<^
z<%gM(_p)w(#<ss)FQt74#B#YIn7lTO;Lwi`{wi)TknF!385w^HzbGes6e>kXVt0zr
zxkvgT4Y#=CF{~Zg-%0`jWH1oi*49nNbb+ZiFd)&nDKEupzpSp2NLz>?6}Ck$Gu-)M
z7J=i5b|xxs8EqSpgAE7T`v5scg9>3O78SgJ<+d$B+k3sH3Tc1E_WA47#kxb~mV6?a
zhLOt2y~4vAAlCeO@E5Zq6xMC(Z<c+UA8OPevRgdi@e>2q3~~k|w=CfNp5fGe>tX(6
zeeW~T>8HhPRon#Hah?mRI*nig#VDjGYVop~ubUykSh=V_tL~DtCTk*jc}z~?B`@HS
z`-Q}|MQVnq5IgmGAU|*=xy0Xy23?|wb=+n^aZD2xreOfzah7KI=kYxRw$+~}kQYXH
zza3U7Yt3>&RAI#=^1Q{?+tiVah@kn^NcD3^Mpc?-#>pmPgJ!!uOAW4nX_#SaX;d=`
zk7oS3sf0CV@s~1R3~T$L&S_LF^lJ=`i#CGfgmj4G!>g=2aEtB3Fmr%($AwzEy-K?~
zTgnqqL~!FQ^mo1Dbf<3G4lwr61F}0wI@2>-kMQP3z|pKgf06B}X?)9N3ADam?$tk=
zn2K}WtBXhZzMjd<h7GcIyn#S>l4{aB+jnV*j#azBd;QdY|1pBPQokRia>mkTX;`qk
z+-ukHaKFpqbE@FVT2VQ*$AhYo!fuf`ep|Gj8_J%xRwYUN1h9U5M-{O~&!q{q4h=|c
zV}Yy?ro%PI1Vk$Cyz*QGeBry4PQD#5z-FoGA7LO!J>L7et?Mh+{X)tyy7D;+u)~R6
z`wWTr)q7gE#Zauj#S&OPO&Eqve`@zv=Ve;DL%e^xOr20~DL(GJ3U;UKhV7ZZK~!e8
zqQhD??~sU_xU{cgmP2su|Koi<ax9PHp}UqxwaHKZT9xBdhwR~RwMnGd>2yXu+a-ZE
zS2rpGdfIvY9W~al1&6|chWvMOj`HST+Af92mKeab-2U`2C)xI3$vIg38gpJj;9=Th
zD2Od%EYQ{C^tf)zsyI_7YNo`2s-sQWxGbh2z$B3QRRfvhH7*4U)&Zf{M}Qr?B_iv`
z9WzNm<D2g2?u%c^QHSC>2z!b2K=wn7P2Z-!u9?jE>28hS^&TON;^8)ivfvjz@%j%$
zv4_^y7rwQ}$S!h-<D>V$sPifEo%GInTr?OG2Je1(&_-s0hQ!$H)K6NmhRE0@Oxi75
zW1}o(Zf6%!&V5e;tXwUf*C40XS+M7hNlkmGJP=Xd%sTLW1TDUHvXj3dIJ?VJ)GBAi
z@gD6WvbSB$@QjQ5_}7jSA{P!vEJabZOR2hY$Nb~Jon5XW3BofG7r4Zuof2`DGWRH7
z4ZMn<?eOVw0Lx3(?JJL6Ah3(M4iqdOmXZnk0Ngy2uSb#Km1%6G0x`2>OH?p7(F(ar
z6!b22c`DW(4K20aH#m$FbcZe^kQgC%@HR_}aaZ7{i>%w>uD$}5)m72n{O>h0C3c^G
zaS`BG#(~jtQCB~RwwV+)BhD~#3ETbRaALVXgv6*UP*4>&6Sy@cAR2u}(z)G^4;7sj
z#!55e@1sGH;TK4F;$mpfA#||PH+j*s-I%CG|B-OO;CDFbRzI4D5R;N7l5~{wHyl87
zv{+Q~*Do=Kn9t>Gm)%d{2er1a64kPXIrL{dwDLPJ{0A5GXOD)x4dbe%eumzsK;jPx
z9QYhD3{-bev=tb%5T2p=H~|%KWYZPq0)Z7|skX=yjpgx{1D6h&a%E96e`Qud4ee7v
z7Bl0|Z#J%-Dp_5Wn)dBB*fw<}Q)XLznJ8=r3Vlnf7l;_b20C)3fT%&)0HqBf0ySR(
zuF($a6<5~EvaKDvHa5?`CHZI^SfH<h07TyK{PCmJ4ilv5-s*2u!v2EU2-Y@}@L8gc
zXn+A+-|I!J@w(rHe3sQlXdDVHFiI}-+5%?o>I!bT8~*mK29wHe)?)4bq3|ieDp@`<
zuIt(r>7E``9GAt6zsKkTKBAVWy`*e<KqL<lMDy{zh6o#SK<(dR8TsIpK2!Y|W#dWF
z=g`ShN8fz5AGCOM(e6J#X7acFe1h{~Qc9G|sR#l_tB@wfvZc&Lfd~Xs#3L-N-Xwjn
zf}Z2{sJo>JM13#;yJb2iNg<*|Btn1|#u+ZN`Jph*5|9YVSe7#EVF8u?ak+@G`4~VA
zF5`g#K9;C@etRY5<V+onaTzEOq8`zA@Wc?&aSJm7@aGB>Orc2Bt6@i6eqG)eC`+Xp
zhUywc1hJ2tl?rc%VYbu*p|&<Jx4=!Fxfdu1$-qcHJ;+iBU!kCyjzC25HzAR!94Oc8
zY4?{YyBMO|$Y`5i04``vQR9~(jCRX*PddVz*8)+F#hhr2nUUi}*gITm!g=>B59Q_j
zeRQO)$EngM-kn9*UqDvF+Muyb%WP>~kLpr?Ku#V+snk@EK>oMFXZM)`81!-6t!}hk
z9y&34h`_7-p!33cM999b7J}hBN9cNfmcBvq`&CXaHA_xNz)_aV>|ko@QBewszEx*K
z{8+QH?HSt7%rRLt5*_q(@j8Ik>wZC*uaj=k)F~PpZ7i4{dn;nd6|Ok>2R`wcQ%}g%
za`n{8uk#=^**1NMRjmw%z%EdS^&I+*!Ml}bX5rT_4tnUEqooU*<!u<!vx}>J=(*}c
z5ER88OFaCAP>5|h9kE25ReGf|dtTtWNJs(Yxs*<kW01#Om;+{u3fJvK&SYUJSifHh
zt>$BAeGENalcgybnInk~5{ydgB#3`XXtf#1jc@c@q|+%|w_K6H)&Fd>6y-mIL<GVA
zoPDMc^3rhd;=V%bD^bk7?QX8=tyvP$rEVg)z+c<V_3e@Aht>*p;y*^98D@Y4l{QZ^
zuZfPx9UU#xu!bDjS4A*=H$2oK;a&j-s*g{hMG+9Ggr)a<b?Q}zblXzv!`IOlNyY{u
zK1c40#~Qk*-fq9W9dOPigV>y5;5E0kZk5g0b<R03tA!Cw4I1Ez0(v_2oMS~OKVXsE
zDfh)L5{!+uS^k$na9f$<S($C&0@iu=X={GU?Xf0a90sKcb2>|8+90W_-+R15`uZjk
zdIx{D&`(e9ZP{~!wyn|5BogAh1`48Ws;A&!ju&kGT9n=<7p@v_2J<@zBb8D}QAPM4
zwJZG{)Huly#<B*>^f1I=wT6TB7Py(dzwQ&Ru76{%Je4-w6IuEnw@YNTI@Rz4#ETnZ
zf#vC6*kP=)3b)i4gbgqjMR?($3^x|B+WCfUG5H2M!(qb!$1`Enl;bTjuM>0YF?<*Q
z-Fz)?TOi1FdAP)y@<0roy5i8;*H^%F1-1*hI3jQcGPgq5NsQkULn9;zCA_{WjCCNi
z;Sjc3kY<YPffzI-L<Bxi$U}TxhPXRVgELK{m>_$ef|la3EQc5D&_EmpUL_7|nq*vS
zI%Qvm3*58VCZibQ*tTHqSe6LdnveUO<s`%Ij_;1f%q|C|I<W&Q+f8)hR2RAuRLd07
z{9H!kh<3Zy+l)=1NELB`O77id@|$VAapb{l0>5_5!t)Jwyu@_?$NTQmW4}wi=Y0Jh
zs_(4%J}0b};;KB-2=}&Oh19dyoZ&+J?e&G0ifUk@Q9Kl3wo;wmam`Sbb>U!4$;eyP
z0~|J>fQFxyq)B3i3CKOp&wBpFNvaygL|F*|wA^~P=8av4O*oB9l_l$2LP9JKV6!%F
zVEE1}RY_6H40wlpFEg<WKDzN-r}(LGFYs`>fK4(IqvczP<5q79lU8jZpIzA6Vkb4l
z{(){xV?p(D0XZb3<<9oieAf?hI-r@Aa9zaZAWqG+cAMUJ^#y9_TO|z53gb`1YfErm
zup{&vo^$;CoMM<9lH;g*5uDkf%dfg2NOb290XYR*`_8cqJ+=c&&t2o(glWPFK@3dJ
zM+~;k9@;$t1-HIjS3-TS<1VwcI?g>L5>`mX*w4(?c3a*m+bHlwH}It;Ya^w1oiFq_
zR6oM3*Y-m%HBZkG7-LDp)65f6vCp>%o>=dH`J^F=e{HBWeTt3}#e*1~y<RU*6sp|>
z`l#pu5ETTxZAdk$MHjEl&{t&{jO>ISb<}GVwclplwpEsxoewIux*eEnOxm@)fL?MC
zUE`97+PN2=TjTu*LdI9y)P&KT>*M`nfvn~2lzl{?)>Io}`U0_96Q!bpZ?}5bm9}*e
zq5V>EFs)RDS`9qoqGC&c(vndPCMzBno2W-2zwe1@TQwbO|1Y?Ve=`!8^)4CI(J#A6
zoPI42@l+sgl)_Ko?2mv5&iMTJeju8KLHH=h`iwsiQG{@hRA9?LpBtzGU)|^l3h+KF
z+u4lNA6|j@h!0usjc%k!K7P9`MDsSK=IIH-G<^`W80;Glbg%8^P;1iBnRfhmZz6NO
z))s$j@uAeSet178ztr{smSS|(Xh}>@#A!~Mq)9^tEq7OX$=*P`^MfZI5~0x3?pT9(
zQ>}6a7A$P-lF*DUx`kzG!Da#D+iT;nAUzGnz@u^Dn4i}ubWfV~waqv;KQmFc=k&BV
z7~&dxf7dUVjHRVdg^;or>JAn`H}8AWemwcshd6oFA`M-OioW)qbC~WS%Q|Ey)E=}+
zgTeJMb)muXGfrf8hvo%>2py`*AF;sP73X%@KqZjNu9ChBxIuKlrbE}Gq)l&!rC`6n
zs>B-d&<gc)^uGZNY{y_1E}Itx#QCu4s6e9<YYDHay)EkhNfI_biNUJBEXx!`8fLDL
zd@EOAT%+ix3JOMc<!!f@yqT~?c_r}_0sfh>!rb(`QIuCuxNWR8>g(0_(Aj?VPF{==
z79^jsQ2F^?)Ed1z!bQ2J_|B%i7zxx}_iW@EES*To@xj1Yy872&!VR($>mF*hE;m06
zb>h^dEj#d2Hh$#|NLL{26k`W3q6yIf6=t35vD6^YE;h`X{soLxRNUHt?v{BzHg?y|
zVH1AGO`*p>qZAhm-p56e?>&L*5D0iw$@dm%v!7@AAhuM1IqaglCL<Ghfk?(LD6l#%
zAk0O%_zT?>eH#1eOCWroJ+6~72kNGFVF(^-yI;r$zvdkWCl;k5vQCK()hZR<DO~L=
zZoMU7Mw_E@D|=}0Nw1OH9UM9PjH3lLP5fHhfBQ$1@d2pqspH@Df3ED5W4<o1YAWd4
z+>M?mnq?<T#I1h0nV@My(CdE$EZaQ#OZ4Z>xPlhaP|RU7ChcP1Z3t#0Pps1BypG;s
zJbCBEJ-L4Cy#?3RQODaLcG>nPK*W#-1;tBXH=>ka`yj%t>2JE#fflrg6_EFQ+#948
z0!2(Q(7Qhc+@CKK%!@|ErqYq6UaI0PIJUrR(rjk$cKAyo9Lu_Qv{hQlUv6{-UMp>B
z4<of<0?pn0M#xHjQ1WfcZzqhPCqMIS^kQBsP5Y{HKW%%l_N-dUsZdPn=M=Oco=;d&
z$v_N0SF+Z6XlG$?OUjmL!ATDn^^|twP$!B0ltrKojG|Uluur!7f?l7B!kzH?YyFmB
zr2N?uL39bQ!+pJ%ZiyOTGngB80S?jU*%ht;ab0v<w(@)aovjxH2LWY4q$q4#;oH%K
z+3I@UlY^VJ(WlyT72WC0@U2tJbiEXRaN@E5l@Yq=B2u|T6!aNXJ&rMqNSp*WwjO1s
zhiVW}h6e<XpdP5p{BZ1u*v=Wmzu4wL?jU<Mfa~|bJ&<K2?fr!~a~4*0Gy$M_mO*JU
zH0GojlK9hc9ZP6C;%2a;KaC9`Jnqs9w1<~4#GhWJuMKYbA<HG0%S?qZ&VFQx8Ad}6
zdo6<%B>r8r4?QZV9&_N=II11(8w56&JRiDGDyesa3!p^QFK40SaK;SWSRk?6>@`We
z?W1i^Ffm4lZ9!hUhtES=2N*+PntUVf_L+9s3gJV$2T-o%$45UPTriH|fp{SSJYd`>
zsX;$(k#68hhjMGp=0%<-<R4Pfs-vHR!$#j^7>6I8vPI#!$S;gf;dULo{z$Np4+ubj
z+xB70eMY2uh1%r7Q2iJWN$6TkbZ8{(Iu_5pzwAzFYv(@t{y*%!Wmp|smo*w30>M4F
zI{`v)cX!#r-Q7J%!bXC-CIt83F2Oyxy9IZ*Tl9Iq=l1E&x#_<5{(S$j>nZlGTD8`i
zbB;O2sO92HbdALY&R?9BtG=l3PH+jt@*QkJjJK@M3mqul>ePAcnewS^AEac!X#IT2
zU$r;eencVEY+_-UUF-9-c(SwydvXZs8zFul^o_0QaCvnhE7K`aG^kjL0i|S5YY;H6
zJL`hoQ>8d%PBJEB??(;}D+6ht7H*>j3Az&QpK0?HEPTO49=#i6gX>8w)|9*pmB3Hx
ztewZulmcjon{DPmi!Tn(R%>sH2g&(uOMYR^7kxw+MOa}=sGYA1vF7o3oZrr$<QA&+
zZi`wz3=tQc$Z|Vw<WKVpeSovVvHbv(<S(slkQ&*;;!4<{G-Mqd1!I$O!1Ss|$Qbm^
z0t9L`Zqyf?MlJ=|2Jhfq7#5z%Shb7n`p1p#-a;WEL$s;thwv3a(8H)0bAhYx0K^OE
zM)*4&%oY?oTVv(jjXf1SUc8tb5vS4Pj^ur6HJ-+oP;IV1+X2n(YS$ElHXdKo$vogg
zeD9h7@i^<f-uZb&bS%oJH^3bYpad+gvoZD6d$BQHj#4$&5qA7(qDcl*ne^w@KCugS
ziqoakoWs0(<Y<Q3m-j5&2F!P_8l)WyJS_qqv{)Pp7(WA7&0m*VwkO`P&oLqgR%=`s
zpAZdxV0d}eO!MBy{`~30x<bSf$ctsg5n0G~QnU0z9}5t=19~cwUvGp_KfW1lAokXJ
zlA#E$Fx`gL`1Ro-AF9TDM1CEB@_Y^(7~whY?zK&meV*wE%N#>Bpig(&_IHZ_z(KO*
zQFu1JrP`F^u{C$pvn2of;xla&df1$_d&>rHBYJwPkCdJB!-vRr7OqN9NTg1kvG+Gs
z>ck0hoIrL`hqmLlXTOZ6y4AFw!`NwWc9i1(%49-V_t&G(&y}!)alD&kAru}vH$r0H
zH|tB@G%i;X6$iukE@z$qG}%lue^h~!+~41aZusFNPtr$~HWJygyci$u4&%qhtNRTv
zfkh!xpn{a*lZ5F)_y%zOfs!Wt-djNdzf@MvFU{I=uB>g?jTVs^NA1LwklS4}qj^os
z?lryXm+^Gk?Sv4NUi<h8>+Vlq&V64~19^<+BlgYpDvNK|P8|=db{3;U5|sMTJcFLV
zS)yGtOAo-sRnk{#N6r^{6MKN{JJ%za<nSPKaIycMXQ_DI=&;c(QkwMk%^m4|+m|SW
zzg8QAvgv%Q$04)R%cZfBV4&X(6pX%5Z*{-&)1zW8+*<}?dda^{GHDzNQ3qCH9*+@w
z7YrwwO=&5;O&PLg<ZLyU62G#`0#*m7)VV3p(QY-8BY@V>;2Z0ATVYoPHgOvpOQ?V?
zg2fz*%!O;kL#e8M=MhrAd8h7@nD(;I3THnjf^a1_-oJHVtI(Ob4%u8-AFA0YOFFQh
z|AO&AB=_j+!n|;Mh+Lk^y0GaoqPGJ2>~Qt5(&q`$31BNh?MUCMw>Bsj+lS+FcyqYY
zGusR!)_rIM+5|CC?vkE*M9erD#P%o<8l?7kj(@S2KEQ;HKINOufIooz&cBkDx1k@J
z$}ZzmpLM2B=DhFHcbMEr=Gj;*OZ3`KA@@>mw$1Ze>82a|Vk-D$mC)Ur5}g#b!u?@A
zht+D8i9@UT;o`NN_qs@kGaQ)sra>#Tr9z8iq&_>vx#1xV%wQ-=*4cK^PBx8F7OqgK
z7qD*YeIrb($D_#cOi4uHXj_Y+&v@5U=Mw|;6jobs#EMW3mz=aS`AF<ary1DZgZ&*l
zc2aLc%8qUXL9uig<y4zfXkZ@Z1{MI(?f+DVBJAB5Y0${m$>M77XLiZ&wx|I1H{$m*
zEM~~WD{nIztGgKLG{OUj8J|$0HX~oZ)#&zRM=WY-_Z7J0`w;ybU5+568K!?MS!WWb
z&W*r>>qpqtZJxQvpEDs^8)w8Cdpg9eGm?&7(EPt{39Wh#7JL*_IdpUGHRmCSV@{MB
zHo3$O%pXQ^i6ci!^fV7!-s$tLLAjJ-OmM9mvGC)Qd%tt8zGtxrn<$LYBWh-xMY2~k
zCAGHJsnx1)yyobFlTNZL8?R`(Kejw2=~s)aiksU`9IrR3*`sfU^`e|*BGDFTI~*iV
zvPv(MO)#oS)%!32GZ<B($vkZ5*6Dy6Hh685Jb3R^Z~gu|KqY(wYe-DI&_NG?rmLlG
z=^rCzb8$N#kNx$UjYgWQQuIlj=Nq7HqF?ZkP_#=pdVAk*L@%FzuPfctGiSd15Xwhm
zo0<-X=&g9Kn><}>mN;#tqBOL^!`xeq$Qq0l#GH9cZcai-waT-+sJc||6vssDx6ob&
zz^wnOZnvS-zX@az#l`ZK6I6-Vv|;s@L&P>EPnrrG4gqm?nyO4L4K(LFNh<H(g%tGU
zt3yV<Ea$pyfO4KvmCxbys7u=F%gXmlH|ZgtXL9mrOPhTKV$0QD05kZE#pxn|k=0~_
zjM9FFvaz;0OeXmMcmW(D7S{T1C7lSlB~>V{AoH*A@+{4Xrq<Msj23qk4w<`r)?b6w
z9JE+&^f$grwlOCT<2@E~18|A}e|?@WuY|M=h2PEvK0e&Z2nz@FDdWF2CrRgaIjvd5
zsuQ}sYpfT-HdcIExqTtbXe0;SDgfW7jJVTG{WX-Vf0B-gqd5i$RcCGbh}w)_terBp
z?%(|U1i=wxo{+q>cMni`S^W(4k0;Vp-pfqG-2lp&&CK?*jiaOOTdEGb8rL(&vHQ@J
zjCu4y?uVO>Cug0?c}X59q`|gn57`U?*Q#26zejI8Zs+{k&+#ojchaTW5cEt!JP~$4
z)ol1?tkj6=2;k4s)ly4bT%^{u=();G<|ud`A)JP)CvP<ggMQe+FQ5zZuEFvm8t~Dy
zi0el!Ek@c@k;Y0esE+((6tW?@oIN0do&Cw*0LfS7rU6jaY9(?Rf3U4Bq41C+68^9W
zBrEY+ow#z5so4P?)#dp@9N>1!p?(r)!-Wv@JoR4x-k_W%S%JEqd$^f%QSa~NJ<V2W
ztnq_%$4QLKV!5eqco@v<sr_D@$tG4A41q&z=UpKRNH4*u(KHIB)~Dr;8p^c%D>0pX
zWnJ`f)#xVd<PJxxUvyy3wxi%|^VjNG5#~I+*M}4m`@?S<vqeX7J=RAXe1o&`g3kzU
zdSH_|jT-mod?dppWdqECV2`M4tMhJCf5$D2eo**nOp~%={I(=hveP=x<35<E<$y6m
z&t7YT+Oq2f`!Jj^?K4q2wd&Flpr6dK_XqS@83*rD&yT!>&(S9wLSDUpNAAHKs!qIc
zxSqu*IWz}VI*Dyq_ro^z<1+UGd9xiTDe&W4O=%eg_-eabrDc{1@e4Ou`;XYZka5ra
zaxnpdokeczg|XzO0~1eZ&#i03GP`_6?_`@w=VeCJWwrXc;yi7gTx<ZNFEt<a4R$D5
znX#2zbovnG`Pezhsskc{(5Q{X8*U8Kg01~6H9?*jk{W>V>6n<M>PbP(2ATUx#DVKF
zo6&2};PEdIO+-JX!3Vs@jFV9q(o$gq6XhAdHaa>Oq7mr8>c$$1{+1vp%MY97jv?se
zfQ<V@TS~ODSn^C-InZYwi`aXRQK?k1FwiJEA@;rJ0y$FK(R{O>7Js=M|6PthVuH<{
zTd;E}9tZ_s5TY)(S;Fw+Zz)6Nb`4;~S@)P#-0FM_5qW?}W!Me=_}16Ab?E!(dqevd
ztvKH9!OIs-yMY|AA>&RhqujygTY<}Xup$7GA$d{(GyZV*0}iCw-DX#1ug!n(Y125l
zzNb1Z^zua@OFqvvUl(m6cD@KwUdD^Ltj=_)TMk$&K@Y^uDJJPttiIUYGYkv#nuE#K
zzUIR8!3^?Ld5v=S;xdF|a~%^-8%AHPYn_9cDv4TR%DDLC*hSa0P*$66T<srhm}IO~
zi7=sEyE#6xZ>N-oBR+=&m?6!Tkma1^+_@0~d_Rjt#JrXcX^dT>UG5BtUzM9Gt+4@J
zXBltZC`Ri9c7{4?z$dfxpP|(m-&xDYTxebHwY&`?+Cf0|5kxI{`%_uIo`p8*XyeLe
z+(|e20k=wGo`dR_zi!p2nDnMX<ttt_pJRL9)YT=eIIO<LBu2;{u56P7(gmk*(+2yy
z+|>-IIa&C{&tiZSz@~$d`uz@T#i7_<S~ALSNVZXJ$zm(TXohK^8HJI`t{%2~6zaA-
zMv-#_{mT;r$`p9&wiHPIcdfpQk-Co4!ojtH^nV3MJn0W33rJl<KfK|u5m>yDjW7|S
zK9IdIIPSg5g{^NdUvx8el|)^XCukAuMoB*U`pZ#4#h+aQ_V<1Ry~TiQL~pU%(sqNv
zl=s}P9DXl(f{VXEV9hpE9mv1(BFe@R1j;L`3~O@A_zS>0L-=dA(er#KF@ir%PGw00
zN$&#RBbol{D(VC2iz||Oj(w@s8U$Ni&r2&4<bf)gy22EGQ_xF(`}xzhJPpYRjJnx@
zsulOu-v<2T0KjP@dF@@^5t#&%s&F{VDgq0U8jv1G=!2R3XZ_0JNXr!9>Bp@y6otd3
zF%5%YB14|dGFB)sR@km6piD2R0soP11hkVE=uwGYudp?}%0*-k2^^;z)8kUJG<mpH
zN>To*0vWohuRIG&RIQY`#dyho@3=w2_H66Iws?S{y%!*5WxN<;L(SRm=ayQu=g=K1
zkODU3U|J@1>M46k9|@GKw0@Udo0Cf-P3I*I(+P;49LF{F!v6u3+gk#o<z-n{IbjUh
zDmTNRhphFDoZl<w`$lgDr3dvi@bho||D`5A=Pu?|&DRmW$_b0>mk<tZ%fEVx_w&;&
z1_^#a&nrHu-T`UQO)^XI|8@i^qIM7z!O=TKFCc!~5BsNsqG7<ukCOFy|9&KXN4^5i
zWaR^<1gj4g$&24lvfrD2_?tfu>wAjdFOUCD8TspoU@kS_e3M%S3H@72=sz7qWqkHw
z38OgsU-_`~o<FaSbF~jI{#WCXB?fRW%%hF};o1DdH6~{~&-#{^sQ+~9zdbHk^=!t%
z7&93B8+rCWUNy-$1~B&H8W51be>T5U>^%GCU;__2ODyK*pXSeRj~jaeV{d#*C-~y`
zbM+s_WAxeLs7jKR_<uF2WEFt1m(_!T|A)Ey`ynBD|7@OvEw%N(GSB(<BKv#)@865;
zZ?o&)i|p@P(!Uqk-?qnpN3y@C#s7|Ee~ZQb|KB576qWzbd_*5TF~MXH@00$!zF7L9
zj`}kOisPY5zrL2vz}tRl4JHOcI}1l_T}tL1Ym(!uI3rfaeWe22OtHh=^b6}c3f<qD
zHT~yYL=YCe7nQVoHBiEM4E)h?KS{F0^aN;JKE}F+NLfbNO*RcxI5}kzaNCO}s^nUt
z6{xlvi<(f`YBF1OKOLk>$odB;?_|k%U!@oJc1TH87;i-Co`_jZ#H_jOdCjkuQWWbj
z?or7d$Mn>iGkVCxU)HdBZXQ2AR2X+Emd%*!<Ru!wmRhH<$hk7;5YVv5U>Ep$aP*~+
z2d7!MFtZz@G&_sJJ~*qUyz3<kT<Xi1GYA(5geO?=)1->j-bi<twG_)SZ059^*YRkX
zzj7qmiHayy%nMpL9{YGmx<KVW9?*6=*^@mq8GKQX^whdPR<52fzSiW9{>N;_4AvhB
z&5+_R12Q3uo!PSZ32S^m<zK}~%~CBsk9KxnMli>UWnR@^=XRU26>r`a#G2f*J$R3A
z(d&pa-TabS_Q|7jT%KZNtx!NIyT)Jily2U$yR7NZ0rB{z$$IbLF?$T;=|w4Tzr6qk
zh0@~g9iD@YTiFc$;-rf%&W(#Fp6N>e`4w#MSf;o;rS3@wd|xt0CNM4|jW4WB9%GCg
zPcHn0h7@%Bs18Q9k(>g}j!GXKuaD6}`qEV#ySCnpnsqvkL{NBCU!fjpkF-`KIM=m&
ztvx6;&PIhIi_Y$ZTB6;ckCUh{UDt1bqX>xqCJ{mVb=^S8lcg{D?!2rL?h>X`fXmS&
zu^2S22Y1VBulcB)z(Vo^_tL=Crx{J(Ncm6MoxiN;bDd1U?<~61;890mJ)dW%xA`e2
zTQ%p0Ctr)HL%|dUYtbvSIepHLxMoXb*VfpE3#T(^czlQXaSRz^RLFfyvz6%{SKG$v
zCjjZJKY_h52XG?T%zFJgz1UD*x+Sj?)o868hV?dfXUS#xU*25vThiCiH6;pBA7iI?
zkpO!nor-N<AHScd;j(yG<!@ChJ(@6SlbIKB9!FYxvZo&)AZ8Qoj1#A}bM!i+4~5-H
z{=T{W=k@Z}-)$hN=linOZI*e)YFnfL7Xev(ZAIEb4(sKbk_wYy2IdiqBjl(KDTq-x
zM#G<EpEOv=G^OOg4!M(jIPISpdp4Q|paPRe9+^|M-6%^8X2MxxQH^#L!m24@wEg@I
zzbogNc)S)<ou=&s(+z(aWDP@I|D_aN)6drzTHUkp0~@rto~WSLF7@-(8tfl0mzLUo
z3Z5lFR*PAW?;#J?^GQM{+aA7Bx1%0WV0l67vRE$<KoEsU#W`Ji<ziD%JNOQr%e)S6
zkgxain@&#92>JYEk^2&-`N*8?%%}h-yd{g5Eb>GLgJhjA+U+C=;w5xnRq3e&n@p?w
z$P<CKWdEL9{`Vrmz6KTC0N9+R$yIo^WBY#$Mc;fW)zv_m4Jg1)4M&LIRszNfQbV~X
zE%)zA7HF+-Y~nxDyY7O<9k5<X)xYn`k)6zH>0!QgOW#-E&A%dDY;9#2-Fvn}=-iOH
z)QUWn(FiG(y0wSxxH_7nO*NH`4XU<+-h;cMkc^mVipeu)q1CNz!7Nizs4$kR!H%jk
zXtvhk)YDTL#jiFVSeUKwxRj+;Zq8LTcl$~((=4O@c+<F2CyYfe6ECkrp(Pv6zcj)w
zHB?j@{Yr(pFBil{VP;*7S)eW=&0)hd>j*pcD`;!vyHUkzYe9w238d6Qol@vzA$iV-
z71KQSU~C98pHW0if<h}v&M*SD;mYm1kqlC=TI+-d9@pMckzfji5Oj2{;-F4;ONJZi
z_>(b-hL|d!)bP5R#zeW#hkQA=n~TQl=TC2o_Uj#`PUbGMt;5upST6flAMUDiV$%l_
zB*!8SLU(M3-sB2G(7vy%iL;*3tk@nlqK<A(<>;I8aB8YUzj)oZ3MEzHFy~ic^Qaxd
z2vY8+QLj_*UA0$^DNf}Ta%BKzj}b=I!G3<*F`Ma2Bjbm^N?E@aj26RYC(U-dI>Be`
zNkS_0ZX|`NQKKv_$i+&nnVtz|ZD7YUu~v1r)Jy&8A&-Cuz1%!nYjP63u=G%|2_S)H
zeT-rA^A&nvm~YC_cxnn$q))fyW~js=idEk>jV@anv^|n`;)}b~UkaLZ1pF~+0XLtx
zlEY=){besnY`Ir;DuRv5`J&Qdk~Ai38*;Bzd0Rfj(dbD6-OJ)fyJ!G6ExIiGGGU#2
zUFhRF)9g}KoYpuShX1hRJlkm13K(ZnznX*5I`yZ2#nCKP=d>*ks<BR<jjOBUq}8e^
zt|dH(e>G4ua0*IQy=xND)2enFkhFf(KD9g|)m7To1Ich}FaMnXv=_5k`Ob6xQhG_a
zKHD)+*){HndqG~vyw>ExcJqfxB7uqx#-UEKrC9tx0c#ASmt$(ZCLcyjgaC$p*|viA
z`sQqdgpQg(jGsbzuhLg}1iPo5a!B2f#u($}L#SIkT#QteQ>=c*kCPr|L%T=VMkAL#
zF<-_GWM;~kNoxd|`t;tapJESgdP#Y?uFXKjh}2{F>!Zy#)*i-o65c^?Vlfcy-ObOm
zI7B{vCRK?G*?udW1M9F$M4=Vhn<ZZfa08l0jz&s{yeJ*qVhYdTR2vx3i-s!|L%d_?
z-`ynJjM*qXfQ>B4&179^F%wU(Lf31`G`3x?!CQf5d;#_1#l%VnKTc;;%L^CdHyP8k
z%2EaF)nXE?;??#dqy~y050+m)R7llE^j!>XtTLex^E0rS4WDNjO`g@5$~|rSyP<0Q
zt={@w#Xn5<>}5c}=P29l{Z5DKm0l90B7ocV>n+2=mOcdGN+1)*1B`yk^<ZdGI9pi8
z#>oW0?NnyUx*bXh%9ijeEHB1Fhl(}FUv^Utq1TdR!h}eA{99%>c5SaMutWTx5)_(A
zxXxf;5f9#?Lg8xA^k$1T!_JYxEvP3c=FZ+YKCX}K0@NU-&9Pz2WA6fdPCb3(X_>g$
zwZ3f%D!)_x6D4-=`EnbF$>!0wz=$EW@-M1;V{)c`kI^_sFIjS%9%G7?*P^O~FG@9}
z9$wqZ?L|2sIeo;9=W!h~Ozf0v4{Qb7c~3tG-5kEJ7ZzXkP*F^4^tZCT*r!*{cf_)r
zPVsw;kzy9uwwXTg2^_pRRk52detU3N7iYCN1#n<GiJo{LlJ-@vejwLndW0sz8xqNp
z!a@tG==v!kd~luZ^4z<yYm!@>r>B&u*?>^1JiCkNn^xRSJIl6@w`4s^WgfJ(o84dS
zp=?n*{XX-ZS}9vSSmZWouhBH#>`)=OHL?99-hK{Bv!h+#XLRgl6X;wuf_4w^j1mXR
zA7jsNb&h}=fppRbc;6)!fq=6mX=CldEBtE?k1OBYbXAKu22Ra?nI=~93~h>Wu*Yoa
z+{4+M4W&?$OGKQHO_%BEF*WY9+VP~&KRq;vins8vizVnB+R}Bv$zQJNkiv@MW(x36
z&D)g;LOXQG;LIt}PH`|SlZq@SeSyYpRM{611<>KKE5II>O+#?y>`+IbFISDnC(?zS
z6u$H9moq#nT8ScA_fXNjUnZAfg;Z=<5p0Nj1R-DUM}fTr>#OFV>y$2v7IBt7NRuEe
zdxdul^Q5TOz=oozPJlzJ8Eg(gF*auapz9gET@hDWcB9qmp}zv}PzJ_!_Dp)jCuy#O
zcBN;Gf-p@vpk?;3?Z#7G-p3^dP#O*~H7_){)}m{`FsKM=n+(rt8~toAu%58fPzuvg
zo-Gk2BE!;xnR^3%L(<KuB&nEH3-n37f;Tk`tM3jQN9MO){xPo4Dv($ThdT%i#(vj>
zHT}?Cki1&0m5>N^hujYsk3>UB`3oVfoC8)po;Sqp;jYk{rTMcAx+Ata`LLQ(G<*2)
zHf06WHl9<Hds`zDnb<|M9sZ!U)XA0kAGB5%Oz_N(ThbXiVR)x%uM^+(WmN$FUEhE8
z5F1bR5T}*z|0|=N>H!3i7*xEzZSjE;wDhl^WprcGc8Hwz3jspQy=lz+|KXVfh@6ef
zSC?s*9w*e_^FL%&KsxAJ0(Kg}G8vP0AN3-ZX+Onk7O7#@rD$FD3$9I{lU^;H-1t$u
zgu$LwfC5-*7UTqi*DIJ|rKSk_Tu#a)h<_$<E6W)5NXUS{`|cX!J;@62SS??0H<!k~
z*SM1ZK7wtSJ!2sTG+L-ec&RiNv6AGF(O^4qsb8*E!Bsx#(u(M2eyMD6TFHU5;<mlM
z5BXl<y(KPm=e*662z!8>Cu<DY4p3F@ZpTHlPKF`Cg3SQYu7n7I;|N@$2h<uW*5HF#
zyc8MG?wznPE|C71Q&@4V4+qaVxKcqFc@d6o*!E+z$ET;R>&{j}1q>ks6NE+m@&Q&S
zr<itQA~-z+ppjlDo!mLv<Ury;$Y7VNLWE)6T@w5>>=1#AkQ@ihpuHlD(LOLL_X2*s
zq4Bg|iX{kQOA3AQibyuCa5S(D17NU9B_TH3V~~oai)%#*x1EdejX^K7l0>9s{mTIc
z@hrgC)9qoKuaSmag%c%l{qWObE-A<H4Q*5l_*M>+CPgBGfSc~M#^LeWUJV^{xvC*#
zCsk!ni7GZ{476d~rvrMgtk;@#$tQQLLQAOT6a1}B7FqE#Mv-j|@Q@6Jg6;ty9F4H(
zdE$yyY4Th3kJ$FM-FO(R-VwxJD}#)GtbF*@vwx<g3|^J^=<tVvE2<t|R1EB&Tw12f
zBZ@*Ld~UyZcF^1&W3z|85qRf!(uoT&{3{&<_O2RpBS4#kw&ok47S2LggExUbQ<?q{
zLvZ}{+OO)aQ>pddfQDH8NZ$<He?MxFIrMH1WE^cNS$)X@h&rt+vC*~2<PoX#@eH;k
zj$lA^zi!u=ArtXyP@%9{hU>Te-jf&<^KE>lr**kopm}O}$Teg9wpav}t$D!RB8;@5
zbWt%-ZS{H5?+GnvV@#nXp@~w)f`g3wP8-Xa-#!)64U@hn0!^hxYM;7uhSe=XwITnT
zs|T7EuY5f^XW>HOV07}+RjE|&2--Hj1z<t5a=RYa7?mUN3Z(%VUYo?31<<yy2xlAK
zg;D4wSHv_b8q8K2q%+()l)HiqBW&(YQ|Ek;YJk`m&(xy2JR&9nn@r*9(f%5$dLG&O
z8nlw{zS@PZ^5qKy!M%<mx3#DU7^3z~>w>4wPapc}hIB`^aoPHG5Y2$Z)7m6q-0aTT
z5rsNvt2{6hFhO!&!)G70bwQshPGDbu!WJOy&KHR2Pgfuso%MNq?`kp6;O^R@gFMw?
zgMz%zLowp^q-!?aAVFv&)HD1#u%i3pCo2=O1=i?R#?B8i$na>g&yH3ZlwaoW+%W6#
zP7tAva0?ju-?ld8YC9W|w~BbLvq}TXXjOYMdo&0fI(re5M$LA94e)m>r>w#6qSUQ^
zXsCOuGgS<RG&TX=mos)kHyyWPl>=7!5cistkdi;wn$uI!y8ss%{Uz|3z5(Qq*BJUr
zkhUDM9|U2uT2%;1?B8r7xY463%&0TyGXmOkMrB<PDoa4H2psZ2oKo0D!8UV@gk>$w
z_CesW{$ZV33RHx^6}pL32f97Lh^n(JaL@&9qSGHYE>xS8QKJVGrA=siwxdr1p0KM%
z;{$Pmq9NjAF9A1zNu~jNq<;GMRIP5;Xf7>mPnuu5$Wi0oTI<pNx;>fCc+?WK_ixa+
zyLXI95bPMZz78EKG(B_or;kzWc;yq>I};+|Qo)W9`_ZLfQv_i48RIJap@K>d7E}$w
zEjRUV=MH*q?IvN_2D4-iMInf6@6l+0Pj<ffx4%OQZP)pLXU@7)TRck%41W#>bMpZK
z*VUM%sm9M!XB@+QP^~&p6)@I^VZP$Fvt}S<*UoKys=@K=d-C}z22q3h?Yv$t=cA(*
z<Y@PrfynvyNv0#ZSGFx8T09>np`eW{evFWPVx&sC9M-DXPkf<~9cUH0tKphBRB76)
z7s&^vAtX^Yzq0h}OW|w04k6Me?T(-fqx73~_bH)5sZ2Y*kFBs(ZnK0CCDjSeaIa~U
zN}U@!N^3xV0426M-6-QZU6tsL(WN&?ew#l!sX?JS9L<UojxTg~Fzu4_8g53B?m{NK
zu+;!VTruG^5!Lw}Hd{Z=s3>3Ff4GCHJ1f`moMC!@U#t!+gYUOx-&t>}afVDRuE<~6
z){oEYvH=OsdH>mx>*AhmOv+-}WzBQw(ih6v5qWqn@!Yi6K3#ae^KDUXZ+&3?L=;cG
zgaps>c>AtVl`au*_lmjHFRuWzNPxO~%S`74u9F=r4Y6SMxCDHT%lMb!1X_hrwo+pw
zvt`LU!D{L-M7Q_-UoNfk&`Fy-*5Bw1K8wMje&))0d2l1Lya7M#$1l(3(fhRS)7`w>
zo=SiR{9?k3bujG-{R6d0#TA9CPrPf7_>^?t3x~5K)&fFG%0_X>WuE00)kLe)AVGs&
z=CIAQh{>u8cnrG)j9|v7(M(y6)R+X^Zk}J5#ck<0#oQaisVev``2-Zgk_XP#C*p)A
zKK<B9B(I9q+F+1{tEqBw-0K583H<<R2jGN;*ooqrbbDrK^A(Z|3CwaY49LNOoUK3G
z03y)@sKe<v_-IR1YydmsgrS-IumC`ttg`<C5$B8=wlq(85k0`mZdWH=efO4;9^aL_
zSV9DRveqcE5oiY`94_X!5yjh{w~bAUX_zhe1O5*{Qm->~7Fj2*fN{(H<qgs+zz(xa
zo`t5ya>?}OnPumz0XBf$dgC4{M9QAB2QwHdetmbx<%v+ak+?jsTGr?%??wtcjAIy%
z)f$<wSfpVI1X?%P!5m_K`!~IGLa8`<i9j(73+kj<u4zuYTKVQlvW&F#S_2)(qovdz
zJQe_KGg8L8sD_roa3hkLno!_+u%pIm@+F>6kKB^$<gkWhht^Syn%_N@%98tRm_#zo
ze2^bp6BB*+z2Up~<8_!#!_Efk-CUbw4hfPMGmRdx`->GI<O8{ho}=aJ0h!=<+YY~Y
zYpy^zh(Kh?o=^0h<zi?O$V5@?I!u?2{*>TcpFkaF0!c~51b*>>8kjTVXOu}HojJfu
z!BTHr;+Xi^dgxA@R3_GoI7*t3X>=#I<)W}y^=dgtKGT={dw*dF^3%wYN3e#Hjg2=N
zI(N{L*OBB=7i_+B6crua0{s`mBdjv4#+jR9uycVS3=D*jC)`f62)zFb+GXD>1BJ_E
z6=ivJ!KDk{zQKL&vs6B(N6n++oI1JI<}!Xbl}sYx@JYRhgbR%B6w=K?AvYQSm+?%p
z$@zzJ;SBDZFnKKjp-5xr{u1d%`*k02`KX8Dz}odqbI{zleEdS<P1|UO3~885IWn5N
z@B-<=9>mtSUS;7P1`$LT0(J{ulvyc4GWdPmYg`v@ogRZ(^Uw?@l=bGWe6mWWvD)h&
zy=(1UK($_}R@99efrxMxScaWlT~gr<e%+4wG~Ba{4&k&YCWvs?^MQHXA}fT82QAs#
zggY8k&Gl^s3e2RiWF)dacF}CMi3V~oXpG86iGiq4quC_r0cwSM+S2N$#Oz%@i(v7J
zZDIWAspgoh@+4O<RkeP<r;lc-sZyCLDWH|t(*q}GMWiKUnULqC$f#O$D||+UvXG7P
zguyN#iy@&5F~ad(CoTR^2d!Qbf*uhkhaQnsbIG2{dR3k5=#>f#V6Ax10FRz~5U!PP
zcvLSY^dvYm)KQ*X8v)O$D9+&RAJzzoKYg%Z13ZhVcb#U!eK`n~`*A14$LAL*Utgn}
z!uTezV{M5RH*xD{DclLd#P23X`7`To*WN1Q7#82Iv9<0{-|K{jWa&$E=G*JQS=_D|
zRoL!NSC|eaHfW`59Ywu=u*K2>k8V6lK<_Xups~pMvFRClH-#UiQIreD1*$7VMqRA8
zPVOkkHX<MSk-2ulyLG~8fup|=bev^)2_qLv-o9K6U$>ig85HdUy)lW9@Ox0&!Zu8z
zA<b=OB%_&cNUw5V1F7VEb0U$JkRFW4UBx!6^1T#`-~E<DwDqg|;&dSJic{oW!!|^L
zw~?6-?^Q_f#!6xK1d@;6F&I|Xh{q7Ve+<~_S8}#Zt{@ev@Yxi~8OgqAKTXk;QN8Pc
zj4zT5zT!VAL~(ty*#lkwBo>Kkbf0f;p({|1N<MJ~5rk59p8AEHsp^-yh%N4fWG4QY
zMiYB4Msn8O17mi(3lZr{I+65oc$O&jolor<H`YWW&bQ*kuwh%V>VV>0LHyuI+fPzl
z;5L@+Uhc_;VTfD9E#iuP`zE-<jH_pdvJ(*5KnfU%EH_I@tJ0Yxt5h`;1mRLgW+bRN
z)$Z*H^}otqk_@rAwyIrmW0yFzmj0sLWru@d@lEsQUb$LH8S^E1ryvCqqp$OYco01=
z8(3NGn+Kjo$@Uv|VWh^A<#z3llI_akIpz+p$D)f>e`Kok7`dorhXyF+$<-T^gR_HC
z*IRJbOm;_zfIxhMhK{|(&qMSZgO~pTcz@vVcSbWzihBW1{B)g^+H9sMK|MKLO%5kN
z1<a}rZ1Xk*wJt~O8>Fn40AxiQzn6HfL77;AYV<TldD>GMd6(uEaeqUp)gsB|#wxvU
zj>bsjC*EIEKSxjY2~C-TzOyb$xP!5?{3G<1s5P9|ch8H>U5zEoT777xx2SR*xMbWU
z6@e^T;O|?h%*KmuL_L)SJyY7-I~~EzWPZ*MrUA>UjIPTYmy5#T_|11x&HjPuwwLU4
z!r_&nH&;H5JO_iw%DEd1zZ|Z`j~0zWb57-SvPaABF1`cP*|oDsIZFvc2S*lsGVb#f
zzpnK-dT^g(3c8=NqT`l`8Ry{(!foaE&WyNR)s|%C0a{oIsr+|yMe#%B?hl{F4s)V)
zFWQl}9^+|h1u*kcn;u2gcjjr!;n?_=;3NeC;Gx`c_-@sh5e8Dk^2CHaDQ05VZ+~H;
z-U>b-y2z7v!cz#=EqugHO+1XZ%TPc^swY>eBR7R!(|1q(Mb3GNlipb+@)k+7>&@lL
zlS?9Gmok;|8y_Y((ogA*-<Bq^ChXF%7=LJkGY@t>cqn!i!#9-nnp!9sDpDW$?ubJ^
zb5Vbc`;wJQng2!@Df>wfAGJ287InSta{Y9q!p9R|w4g7U+8r~S7sl~An@Y$Go<;rP
zyG~YQ#;DOIbApy-E!|OkfTTv<V-7HNx_Q=(4{}9mRRxW^2H~fXcq#sYY4o33p?Z)z
zWS!-$y1ouuCH$3bXlL!sY%cXcfe>gcI&$QEGx@OB&;GD?b1r8gWQxe*OYlxo-g-G#
zfmvgfY;1Gy1VUl*Kz~H<YgU^_W@XfNkzO{IkSd}P9w`tY;ghJD-l<bv)Q!p(j7O5Z
z>f5r2HMyZC=G>fazG=ZMjmEt7UC%zLI6cb-!vpiwGynoM`CGeRFoG!D8@KndVYHq0
zh|>1H2g^5-FV#yv>4b2V>zOWige~>7o}(HL5}$<cKUn#*nPw)pN@MShTY_Ck=2);L
z!3Iw92XjRZP67ysBbK?xvs=A-iX?O2hp-LftjA<?zIn`+A~&>N31+=L+Cei!YG#)u
zYUMdz*g4^!$syzPb|nqyNN3h##@fZk!EnejJ*x<~inRGUd}D`WNTSmzq23vG3H2JB
zK5Tf^O&(Ci+&v}(KIsXnKHZy^8a0A#UJ{D>M8@vQ1<$fyMaZ5KAN>R1(EdUvjpC|X
z4-z#V*~R+Wd1y@*8dt2XNT;LrqoCg!;8RlKg1!Zjmvh_n%lO7;P%zf`3<=Fv?tnF>
zPpiWUF-66i`WN87zGR6aE72}G^PDM4H36`ABsYb2qdx^62=rspC??@>%F1_r;gP(^
z8xk$MJ7;P~4KO?=3-lT1z~Dof1xn(9lOW*ajwH11()6VfS+#(hVvFp1H1XrfoA$aL
z>2E(+7Gm2zf!qAK8!xW~Pt>pH)a<k$AsmecSXz^MhG*`kedCc14x#w&^+;T?5|5MS
zROEH1qg<&FL(-nE+X2tAP$2(CaGSX`c0nwR%V-vjRMDN~Bko?yYjUfWn+2}gP(s@{
zD!LRf3r8mKfEn(7@d;Vt7)?ibYlKb|enVOOfr|-?ZkTO)P_HuNOmLCBQTFQ&tBD`M
zoxlLpG#(rT$ZzcB8hiR4MMB2D+a!74I_i_c&V9P&msFiT?j}?@=gB#Fr4}FCkb-VF
z*!FYmsINx3QVi5=_k?INe2!`O_DEUB_Flp0ZX)22nA2V`f%!`GR<PqG7M<j0eD;7#
zDI1gX?`)^HHnC~8SbJEBJi5}JZuKx2K<E%u{d7|1>C5)UBldNX^!8V|^s_fS2qz)j
zyCGaPwTO8(QL~whE}@6sIn5D2RxzPxXRECet>>!xER?D()o3+J)11<Dc_i}!G0Dou
z)DSIJ6{WkEsvpZqY><%lsCZMaoLrbLn?jK)LDL$lhS|!N)<!#|otzCE?<KzeNRs1G
zi?!yuf4cn2|8A@49#C8{so}@PtzoHYhNz|xa%Ee8CPQ~)(giZ6NgFNQs9cJubb;5*
zen4GNgoX!=Cai1(7fB(#UP{C=8{1LQzxV(palx{l!Q&?H`*5M*L=znyJyu~Nvz^5A
z2b@R{^2ztFJtefoK#|;HbZ8#$`T$&C;SfSS6sQGeIe2I_-cfimAG`9KlY1FIxR>bp
zCipeC@w1!J;#beeCFPQyA-WQ=n2rJM-mGc8nDo{sQ{<cz9~7ya2#%fgN+oL5jgJtz
zv^=cBVE?{dBwU*6+vVKtl(S9|M{B2;Z=+z5ELYpaS&>7>VJygqh;RJyyp+;~=E#U9
zkKnv??tNTR*h}h*{S6mF4&SV?l(-X4W>QgqlCBzH!<o5VXSlg*=13o>oj!bT@%T&S
z7B?$qIn!4axm5a=OaKTrTE0o7G7`-PgP?3zLW`@ly%=^cS3(o$QE_WTicUZ%!Bgj0
zKj_0MrLUatDQ9spaVGy3doU3dhg!0>!r|1tK)@V~sj?$sji?4b+30o0V`CQzzR=_5
z6Rv<gG0N?^Td8F!+PHEkqVyVuKcL9qa42a>Gs`<qgiq|i$ND;$3}m8Z84q$b49nD$
z_=zzPBRWRkP#RhtH>H#LeHzBM3IV8{NvDCcXXkt1)!~3o&%i9(cKRwTuU9od#eTm+
z@O0b)(sg;Bw3r_`j?&f!LkP3QEGE7eP9X@{LkYE?qhJsGbhC>gsIT;>?rKlD;W7SU
zb(Zd!ecX1WGR)gzlP-?qx;2za-TL&{sIrhN_u68*G~FpJgNJ_G)@jV<?SZOV2tJwj
zr(k_@EBCQLC*vcj*>dw*Ta9`l1X`uhSouEZg~}VSwVsb6@sveLmSX-}qHZ8FMDsbX
z0-Aw3C?1pSSd@0{X{PR(jORKse&^Xz?LL+hUn@ePHyAHj)9v*t>w@&n6f&nREZa!R
zq!rZ5Y+!^Mv080n$Einl^GRNn0<SJX3b=VnYm!&+hv!0V%I@A`kd5<?1k!gl@nD%|
z{Kt_+qO*;@*wbO2BTliK)6Lksqt<1vE#yC<`mLGIdHe^2oflEqFW&uP#}aQ*S2|z-
zy|wu^NR)oAR-pwp@N>}7^eLFLad#?1Jy()2G~P@*s4%~U#k=?H`5^px5ZkcLq4{_c
z=i*}S$#G+(3`K_BssILubLNdjTJi0@N*-S4tI39|7=q{<lkqEz%{b{m11)g`mN#(9
zptP`%6Li@X?}o_qVi*YXv%QY1zUT|0ZT1L*=k(`SGZD+@yw0;_K(0g1zCo`gPq+M2
zYPjfTD*R^bF!zc%7oaNqm94v{t8BjJk@4?WGnpoKY7)gYj{|0x6HA_P|Iku|V>!x5
zhMb{7+A%i{0rY=tyas7E%)FFdILtpvjXqjUVHZ!T++A_ex+=~d`jyF?z<y41ok0M)
z5Z*dj&UcYL(KlUttBy7UZ4ra#?!*KO9>U_UQdeDGy_(lZu)SixqGN;mYeIuE?+?7c
zN9GHv;U_5nfYdW<;?k=eLL!CTO5t&>9>i<xmo2Jw*APKkc?Wp6nrp;)KW>cZ${EUc
zdJ=9AXLjseuQGc|x{Ipoe43yD*BQL-WJldgHiysmvh*fy6%KEHB8ZP9zHUD(y&6iJ
zj8CHYnbIpu3Olvj&z1331C?&VT>bqi<}v(h5>Czr=J$v$_%6k3<w7?VnKix1D%(|p
z-_!>x<W<4zaPkObp>3x$EvR2+5}wEEy93?YCy8FTXo<~R%8L}2Fq*+8SJ5!Yt~1U9
zxd+;6rl=oC+e_D<=yEmDG0;sWiRY^oVT3W^nFcE%(7G!!Yk$>n2G5oBHwNBtt_#9L
zs!MJL<a4f|W6Pp#onzKNeC15O)5ub#%@p$`#2~UqE(%iw8;q~;|6!JDCqs|PfxkN~
zlHxtgC?I!ve{|{tVZ|&w#^A@>0uBS}1<V1|&Gj!D=T@xg6&WH41l;?J{K~<2$&8(X
z6G5{buzh_xM8Sz%Zk3FSS@Bh#o<aOUs0LFjS`Xawa$a7kK+xx0eBiocv3qD2iF>nQ
zx{Zlks!8RP>DkFu<F>F40JNer*Ef%(u4iBFa8$tl7^wnlcvzd{7K<=Evp{&)zjrZe
zy`+~GN>8;R0Wj4mqVCUJ?t;Ev#&v1@j<~@>jO2hNSb4{RLxq7%R+V{@Sa&lH=Vyqy
z=PfeO%e3F0u!kk>UG})(`_F<2Q(WT!mM(F}^OU@MHDQZeOorrAvRcbj35c^^dfP9{
zI)u^KE4z=7SI0e9Dtb8)*Y?*8D)Ct*gw@c)kIb2mVyF(ZNigV!Uq)~g9?0g^36JNS
zf!y!*s#kAwq29^l@%~0$O<cUQjY5(wz?r<8gu6F`URc8Wjmc1BAtnWmC>>2@*DKCX
zy)Qng5_Iq8R}tRmSnvS5n*Rw0^CCT*+x5#{#pwnOM(ZZ)fzXElb_1mC*U@|nd-zII
z#ZE5cqGA`EBwp``Cwu;tGjh4i_`9!Xn%p_#b!JLxt&JcbaFeDc>|bb5UX+#mg4bJk
zRdXmES9IqgYRoJUqXz3N6DqxCYelT`Kc65F-tfVXivxb{TwBK%R!0)=2dGhorh@JS
z7Ug|Tw7P>YR~MC7Z6@>}g@WggFI>{!ZRVInrf@HQXe8=+{W!;H^mNr&>glMRiTN>e
z`m@M24$f=(y>1_J$tV51o3<#E_qFi}3cTClzK&N+pv%=p{%CAeu5a4&MJB6OPfl}L
z#J6^L9yJUeX4y<-_C698w{71l4jWl2wo*r2K#TK-aVb7<y=%34i3hFs`2#;;ZAJ+A
z$i{6C4#Gi|Zhn2GWcJ0^`yzQrJQr{%lcQWsFDKg{O=OJQ2gsYq%t+FuPi{XOx6?Co
z4$bpERRG!lAlFi>b4ZK4TU;c7m&6CTZ-!?cr;pd{abT#0hEIG9apTsT;c`09Zy2UP
zlN#c$m0X-Za!i>WCD=bFH@81jttx)peKH;>&OS$`kvK=mw!GQ&H{hI5&vD|g;N0ME
zZUu5*T_o$1AER=wn{H<<%$bljT~L%h<>R7uq|LObJtjwQL>;j>G#C%0_c));<(eLR
zHM*aztnmF&>uFo&&qP3?ES;=wlkKT+v5!f&KiO%jS!m&8@vtDHdqK-}{kRQ{_ZZM4
zbbmIzs@$x+l8=kaJaN??P_VbzGdgfyKnnTeo8E=8UR&N%+7U`R6Zrl`kJFw1D{n>K
z@txN?Qy%6j7LG=0nVu>i_H=lyVk3<85s3m2Skz12Q;z4#v581N++O53Z4VDScpj1{
zw@;5eY+=EClfC#ccCoajJ1Sv~jQT?mH5T7XJ|_~PcC3elz5j>B>y4`;b+3@qH@Q-L
zPD6|rO=GSzXI<TC;}$F=6Fj-4?WSQg=sua|Rvd1Zt+%`Mv-NCJ#vI1IsI<zRt+C5H
zm}~MAtGJAGf*Y{&B>gl>1z+McgrVG|BY&-%8IP~=anA)VQo9)=$MfgL>F>RRS3za$
z)T=_O(y7(YL-$A<%YyT3oiuH_zJ{hO<}A&a#Bij#O(Ssuv-k-kO$hN;xNJhS`#5N2
zqhDaszTU|OaeZ|!zA*~6Rc{i8z@p8~ZVcmJ%J;oPIXV$FLr9?7%nx0ua2sHuya!*P
z7eQkf@?Oa|d9$zxoo=9mSlNY7H!i(i@_!s19X-9Am$JwwBPTbxK3?TN(ERUAy8m+I
z_=qy9R2V66Cn(eyqDL~CH9Dr%{3Ra_4tJ)&Yif!3N~+ysi%rpfrs$7Oa6<xiTTKi#
zbZPg=MiMUE@IeX8ir*_lH{=O370cL2ndBoLDy6v2D++Jur8GrF+ek4m&^I;?)6u=|
z>o5z|MG#<lS5Ki_>lFRLufRWEu!z@q-%$A7grZ{;@xByxG%_`Q;M#l}wp6Q;qsT=W
zy-63ufGpKl-<`=rPhDd(DTk<DKn1GsY%x`kT8^6g#qKU!)?PQmM)y(zqOUY7XCvU6
zOve7JFwI$E4n;a_SKpjm$Ze6Mw@wCnBkoaP7>k*-ruIu4d4f<S!*Ci}^-{symc+@5
z_+LhOo4qi>UM<4)&}0H&%(3}nTi>0WL<)#7bx^hCWVS*k{|=vA+sWEU&wvG`HJAsd
ztdnXrhFqb>c-)-iB`h>-7SXCU@H*2VN>c>RQL*B->hutPz~2mmBDFyrY-tTKEXK=j
zwi}x#YU##V7OCg+w&?sQ<<V*=IsAW6z;Hw2k#$~AE3Ltp;6lKQ94BHUj;!8QyS?u=
z$Q&dscQ?se;2m@-<9Ng-t#`j;h2u4o!t(dIyX^Zl`YoORYQZTIlR@(**Vb^n&`Kj7
z!s$%W3Gnt!>>DYu69k21*Zuwv9Yue{W+W2;#abVkVPH7L@ztGO-_&e@jGq2*UeC2f
z45OW{Q!nFl2Eb>j_v8O~0R+kF12Kx#?NFOfzT|y%wi&=#jO>H>BaI6<p_Bnok!gdj
z?qV9}T9>_4Y92Z1<+dk%7F7F6l{0@ne+5Z1yle(9=$-WpiGhIutM$yAknnKXvaei!
z%$EVQvJFcZP>#`Wi0c(5)|<6^b2WGvrO20EGS*5>S<jA7B&PpQuJT{!kdOnayl6C4
zE~-D|Kz~z&v|&j-U&3k4S=MjG<o|R5tj~H`JfV1_nE!&h{y%=yjs`Sub!2ut%qf4@
z>HLmI_kaKN|La>LF(&Q4K3Qk4<M+AMj(*`W`o}W;Zzt#jBWfUNFY||{_TT<T5Rw!f
z&^d~J*#E6l<$u}t{?o@#z<_>&uKh1x_J@zCWPmzS7`pfH59j@--+4as|EC*^;)Xmy
zAR}K2OZ=rm=C(vYRb6BvwfMsN098^J)5FlXDUFAk)mSh|l~y4Enc(nm6YsyzlQuCx
zec3GrN!(vWjoj6nOX+ov`f5%i0c;Ht!He*bT8W{KLd~Rc*j}g9ia3^e)b<Df?xhbS
z>C`A-;mNScw(c+wzAu&fhTj@3sm+JEb6_G9Bim-2;dDsLTLG4;3;z#@U@yV5XcT$d
zIo)J@*~?@Q(dj%X(sxk?Agm^ruIq&a0--yx(rj4D-CeyeU7)8GyFF-nd!S(5ENzco
zldR0Sv8>+7`l$H9DUTt!x{oP_!2mSjIY4>yax)GvtCc)Z-=xrJ+1Is^m&lBFV18Ov
z!~XTfcK+p9z7baIq}LM{-GJXL*~}WsCodJCbhenPZvb9|F=*GS`0`t1dUO!<ML|o2
z^=t>FneLGlqRIY1wcY#a_D#>`0=}bI359`djz?J~4qgGMC%0zf`avk{6+8jIck+5p
znwpx0eu45mp;h}Xx)DS;cnch|8TE;V!j&J!ZndfmeX^Vh_v@+kTJe|;QgpV$24Acu
z{9%1EsXT9upEx3f!_QkSDh0IYp257eO~l@ErSvhs02%$xSPA)oUjJC1;f+2A9}2S!
zYyM3?c@VRJPs?E5g3iyatvSa<n+w8iR)TSIyQ}n`MU<WrugMqyM7~yKyfLU8yte<Y
zP_OgG-B^NF>l;`H^YoD|y~UwBe<{0a;dFm;_$0m|cFM&*=a{=<JG;s2stQx@5R6yL
zJt7^-qht7r6uR>$>N}3vlBKIk)q|sB0PkG_HGcO!!m4s9rWh2gHchKoI$T#@;j0kk
zGI8u=mJ}rxBo*5~Y=bL?s9#Xm4HZ!whQHlqnM@wdpVO3hP8c?PLiNb<q8To8PU2Vj
zq{;4<D(mUwKcfARX-f@ME+@1K1yDqUjZ5Q$A=YSxs78<3E~jUS13tq&I&ZEokd<pp
zmE0U8doT^J*JSp%j|q2{LBgb;BrSt*Lqf<juEJt%8ZmN==HJ|$n}~OmXND{KhMC?c
zkaT2Rz-ycOp)pk#Dz6w;ZvLqNHl_kL4A$6p+YQDDL2LI7#?1XLhOx`<N$9uTp?O`^
z#^ooo#~0=H$(oN`+sIGF+SfcNZ?7#t>~4(&vtDCGBVatJiNr^cYG~rw>GsBj{Nn9L
zp3R@7G~0Dz)A%urW<mT+8bx5$QoXT)FrbfPhm@Ap^X4N==yvp{gQ9#@n)*$kjZ<+O
zc@Xf62-6T(7_U)okGprKvcXy04Ut7!jg|tyI!?U;KtDuFcl1W=7B^LKrA5PA)hVQp
zym)Efc1ONU+`6E}E<f@Co}a@@t99FqIOf_5_}C{t(de+Dgu6d%g;B}Rwh@#z-a}sc
z^DMJ9TOZOmamn){GNS>*XX#PLn;g|mVdX4kp;q$4_kNNQgq)NfFE^rqc0=D*j+e=H
zgNWnp28dRtx?I&(QTZ9Ftz~|BWzA2f6s&MJp<(y_eZ?pGBVAZLg5^dIqJ)R}h=H3*
z2W23orqw9Q=Qq2GvwB*fb=Y2;blHeyokVObx^S=_^q8%4uU+clgbCd|u}Dne8ueI@
z;Y0V@O~Yh-P1~hv8BJ(~QrIdYO@m6=HQ`e*o0V2tNgc{V%xtxN<Q$stR3TPV#zj*P
zSmZ>wy>ssW9$Ti!RG?W_r!l+f8kLWIDAU}-0~rj!9TqH5rBK4ba1w4;^%S*Gj{r|$
zWkF+M`|6W?;<}~WYp-8tMDH04B8FUdy~2!VN3;gN^0L&_ZuBQE0szLAoHl){cl8h2
z0F}E-v}x(#CaD9`Dcq+y@A?Ki!b~u3@Rev^P5kaG@4m-7hs-maA@ZBBjmx`mp`YJv
zE+EYK!D`_KeAS0)^8~v#?D3_YdiaS(ci&8cJu^@aIhnxl%5|#Qx=!w;2bZsLimD5T
ziPd)s(Qg;OqTJtyDNlc3M}R6T{LDN25Ogj2z~6R9emi498O}w%iUwl$(zY7HHfi4C
z#d%G=hjZv?+Q!q1-J0~WDfXD3RlUdr6w*t?^tBWUY=3FPW%()I^0Q2c=jZ;*Nq2da
z{+(Zyw~HD@CR`6q+^;6(y|n|ZK`jc1_Q;34q#lSHafZ8uszS{o-)(K6aKO&iPHaoZ
z)3#h*w@u^O?p=`Fgrh*$X!33dL+VBRMQQ05F)?|O>Po*omUb>&wj<_RRH%TQJ-afy
z6qtpSW$5v?<99tXYed8XN$25{mTK~36&^g(ZZ?WXW-hjOlSk<8ShU}k0(YC?SR^&o
z^`ZlZUhEYLFRoSCOhOFdk<r~pu-CQ3v|Mdzzd20t;2HdS&*J+z5w&PLkP!g#;|kwP
zhQ>vl11MsdF99>LZ|oP8+M%#0`=bGtA@3S@_1dCkoqKFC!Vskq4PV*<U%R5h3uxf=
zKN_cYqaw`z7iDh&6<3#Z4JWv}TN(%&AP^)#<1WD(f;$94aCZo<!3hq*-QC?SKyY`5
z;12)go%!aOnfLqt%&e7_1xa_`+vnCfRkdr^uI|CES6Er{FC%eTdA;8!p<eyrKm@cn
z0)WsZf8+iHn!j(!Gb%aw=;$!U_Il6b!i_{%aY>u@jmJE_6+>q^x^evcGv3}dwm(YU
z#J4<%X*9=kYhU_fM00|vT7z@RgSZkBLEVwoKI?S&wXmt=ENOfDvzO#5<i_xtM(e>o
zdb8Cc_IOz>Z~y4#M`hePJEN`s563643>X&E<Rw~zJ#tj?$kuBM*H!h+_z%HNR(k+-
zghMwYAFaV}-KouX8phl<UxiE_$_xD{VK><bAkKWcg%3$thv(a;hLv_g_VVUh8ME#Y
zmp1G#k{KazY_e<CX_o>H;o~>f0i?VJD^Dd8-mu0|$Y84mVNLyzhzJMRT@`P&!qn=l
zPEyolY78;AyEV;i&ia(}<E0I%8Yu~h7*Sx*QFvzD%^{MW+|?>$)%6QhKF>8{am}&)
zRb@!27HsQ-{Poqr@Ca`~$r5sH-WBwL=lgJ581{y?i?@xz900^%1j&_g*7Diji}k>6
zy5#}ar^RKG>VLy`b>9y4J@Ys()V{qzvnORpZV)sI*WL?Vyb9uQIqb?a{>f1bLRiCV
zx`Jx9j6}=T3!ooBOk)dn9!-pD2tFPTW<}Ajkt0hsFF2nny0b35U%goRjc?xF;<)2>
z9H3P-LtPBWI3uOb>oiS?gAA6;<I%4!0C%43$OJ=G$@ie4oab1;??X@mP)*!mFfCDU
zmoVi8`{Y#--zz^IG3pB5fMRdqg-8gx-l+=Hv5U+IW|4YMIm;&(%|+1S4jM)-_d54n
zO^+~XWRF;m6MN2yjsPucykwtusg4?=JVV6XQ$VGjYnZsh#IKk(r8Uq4g}?ndRV9=G
zavCKp4p{~fiMF`Tn~x&!ZlX<kV@$YQYk_3NqP0Xeoj=61DH}<Bt?X9!jYMozPdklz
zC0#~osbp!>mJ8paML?i*csj!hVla{(mkO^~r2<(VC!M`ZgY_`NSKi!}l`&KZa+RD=
zy+26Q*rOYh)M^g*tf@4cxl6G-N69_y7>OIbr`J$9nAS;0C!Xvt<OVGD#k^XO0cWwa
z%3F#6M{%w&=Ro13ySk9GO|}fzp``fN?`HFSSuozT&CY5fa+|%;q%XY{YRS-w$$3z#
zG?G+Of&_<cz|kq?McD29B(FE3E70MT;p*f+<LtEl7Va@IIC!#j*s?|cApWVeJj%AM
zak`3>rIU=79hgzV?Y?d|ssDnCt)oFYsD6S9W)E5cHMzD7n5x6?Uapy~C#f#(wbgVM
zdkIOGWnq-~%KXyb7=Bb9#7c*>U~Vqvb(?X|Vjq5%hk(T_LMT{;X@DUNf&vC_#eu|_
zjl}H{>`4KBoDtg96rO&UNcX_JPY(C7sH2AMf}m)r$z)~@m(rNn$lzUP4tPvk{$%;R
zr937P(%??7hs}}}?QyyY(nV>Zuhxz6EZ@y-{qi~AWBtU1$SW{q=`u%uelPgssMhjV
zFF=qJu!32QET58k{c8yeQBcXBjkgD=Nl;*<wSivTiUdJj<x3E>qm17Aq&dcEDvJ=F
z5#trT+T%tyr<buPDoDzX!&omuf>Yf5A}11cS=?!OUf3Vd`E>?4<1N7w;<sO}Nc%2V
zIh0{vVMeD&-_|;ca6KQ2MO=vQHV6UQ)h}eV>_L0IMAE0o|DC`5>%SN>0f82z-}Pij
z<`($@;5s;8hzvvpQATGd^YE6JI_xEh)l3jkpmF-h1m5_7W&846jdpUZP&xz&hCm%(
zCkVd-r3Bynr?q^Y^XtHOFO72%t<m8@6zT#5P_8>q4W=wemnVLgPcGq|C7^c*6h<>f
zU{)~N7h1+fDlYj6ZknE2KY~DquX*r2TcKK1w!I}&0m4i53R3hZq5Q0}$7}S}K^ma7
zQg`(Mu`m)k<B?=Z>*>Be2|_+Mr{H;b)6Xp!;>6gi>y_fsBooydanXF?)h9$0@z7-X
z7<?prgM|;+%lR>s-#e$3a+CsB9WFcSkzNW*p^m~p#@P<!)pDN%=aNLKwQCE{@x^?-
z%OfEAKTXNJkTaMF+A;SIs%SCb*dUnrW~NT=pAJ#P66Rl`=f0n#WP~2yoKb))EAh|!
zOcXf7vMD4IKPMG9xovH^b*U*<<@-*9^CdYPWRR^nKT&-Yma4+aA_W37Vk|PoY=oS>
zu&rL{thRflq%omnhKYkDQw4tz(0~R7jM?~-?JI@q9Rt!(K8QY}U;HK+$$GX<<?UF^
zf-nv87fK9kH8NxCcDb90PofI9`AIBX5H?D7Ge)v^&h8Wr4CA=EpzIjfua(2X&W66i
z+MgBC^is9x36R7z1O<L&hT1aP|8QX3i(vC1_TdN^OKJ7q-?1o#etT-W)OvgZgygR#
z{yDsQZo|KTo=V1nDsX;FL`zVsa%6Hd=ZT}IgaZf>OcB@G?WLTIyL>+fR&h%p!wAz;
z1lET#KJ31tDS#VT$XAWPg44&XCFM+}m1*eST_cC?*a#wT_al&qJ)6>6HWieeO%#Py
z$UIQuAM}``P+Zo@>g}xbHAZrvdcrH7jiG(NxT|-6|GUV>*b<55JY$9bPZ_ZxkmY4j
z{ysEC+xrDgfF-NKiT(}fn`+cHFD32HLDQI5dl<^{h+-69i8v%=>|!Rr#uSCx6%J(`
zPd-l9qWKlKK(-nPhItUd<s(D;%y~ujn2~$t_wKf%90~r-!RlMr&+rv|@=rnu6P&Ck
z)#sEtm*?C%oEEEnJ{O)1DM0yA?6~pilRw6KoQ_B2&d%qnUoXRv@fc_i=c<ua)5eiF
z>%`9q_Spg^a4^viXc4V==1tIl&K!OXFklx?HNyf5=PI`tRjA*?dbH<1-*u@{&Gf~Q
zHflTQHcF-0SVC@bz{On)$I69Va!%Fa!LPulC=gW~1rxk`Uhs1Bc|ehhf~jtuGD7x!
z0;ze2Ec{yOVb#?W7H8Hs!I>BEtt?p{<$jnFj*;vXg`j54A!Z+fjl*_DnfELm-YOsW
zNGMV2jx(8V=YD<;!1~@scNm5PWqeau`@t?lLZI&Fe){*3x<G{IV&wL<Bo$j<zAtOw
zj*lHp&%tMOT4a0DYi#{G#SsC7a{En>6h4HJE0tS0=G@F>sw+A#p-WB729!u%v-VI%
zPL`B1?Jc*)0TLJUlhih+Blevm1LRjw<(+N$nEG`S;rARyu~MU}n8A8Q0LLj`QAKaL
zNxB@})k4Y>adZolDU^hB_RU@ZW1kQ0@56S<UGbk+H~F=|u(Dc=&MX|8+%lGZ?1#mz
zFut?3A&o_udos(JC|XjBt3ViSSDwQ2eG<*rFF15zT;+ovK_wNa+bDQWvI}cOoySsl
zjKL6o7JF`&jIf3G%pb_eNHh=h&o=&)rA7$cJ`1&>GOX^*Wp-q|n)ieN9OWsUW&L=?
z0m7>LI7Szd+L;bK{m^)pHpxi6oPcP85&fCp;f=xIHGh);b3k@`CC1Md4~-$EL`bWY
zMH4*4iB6n{@NzNW{S{8Z(`9|V;zzgJ-)0Zp)vXdhwcW&*pj!R=$4KZo?rm>U&b`#*
z%VMT|hf=B5^bD%&${`H>>!kOr12v_5pfvv7AS>^iBexrueEHhCu({s=k!OSsH0k|-
z+c^L7nC-lB9gl2Q214I81JF6#PFKuw3rR_P!j|-iX7U;2{j2M37X@+c^&3g}?W8gQ
zs4IaW7FjR>lWhn3;#h6-7YC-v2f`ZQ(Fw@EJPBYCsYeX|&G{XBvj0H7qllmSbvE?w
zjjnXc+IF}0astzwV2faOx1b1;L2a{DaZJ9ps`ei15>7wz1RSS=$=XQo;H_WdWMz$b
z23l{QB#<oO?^|2UPa~GYb-n62utTNYFQGVQlgD(z!0bw04!iv70OUvj+cNQyK3n0b
zfnctboE~}!w`UIB3{>n&C0ZZ!@#>e+`r8TwU((E1cVllld<aJw{h2puVm|K=BWEzi
zXxYn%w(~+SN7l-53}?wEosQp)O^sLsit<ITD2Lj=VvGm~_?&sxA3KRF8H7YFbP)2u
zQ-4D2X`9pFF^KkPu|{!SskDHUiD)+;<LS=;gCDt&sa2&4F$^wxM0V}sjEh^&%#?S>
z$m=jV!+vE<hr0B9TXha7)~QoO?gW)NYl@1qIAlNKr38Ic2rs!nVDVqb$N+|bVssWE
z{t4azu|A6!O3fj-@=J@_&*VZ_VOY;%%T0h0+7{d8`L&(9jdzJ0MyBBSgSY82?z9@5
zHYZdbQpJ!5tarb=_mj6SRVEP}Eh+Fw_<v9+qMVB4Fr(>C(EZ{9SoOQ`76c1@DEnsL
zY!^wJJ57E#JPr$mF82VO=LGhVO>IXF_x=R1P)2y#3B4n@NpbC~cw#h1^S;C^k!bSC
zBA5<nmdH0{hJ&bp=wA*wVC+L(jCy=8J8DtLm#it7u`KYhfaZN~RQ$u%29xEWMv$ga
zezwF?E4Cyz)dTG}PumJed@clbxwQ4Cl$}%>J*qS}nv2Mk*H2hH``2Q84Nvf|^nxa4
z=d8uqI04vDo0z%Z`iN2#Yl&TAw%nqfDK|GLMh{6y3*Lg<pVXvdNY65|<<oc)ax#VI
zp*f2eI6Gi>CydS8#xW6XV#=)5<?{V(g<BdIP9RPMT$jix&`A2Oj=yI?2!#h*MN6Y!
z$<=&tnrSOm3^pTZ+CoMuNWbfqg_nOy;#M0PF4tCSRv(KtHVkJOWdw|Yv5u!00*k|;
zbd2(QS6>2jv;q37WlYV$lgFRCd}EGKni)(UdJR|%exJtfRQ4>#zLN&o3^S7TVCV^i
z3R3=w@7w40?B%?<l5-_ezP^ppyOydK@q>y2zY8!_7<uK!WiGTeANIBiV5`sP2iq9j
z)sRf0DU(nZKxcqqDu6kvGqR#?CfcH0ojz(ULR{H453h4y&vlptvAw<)x*02V*?s#z
zge#9*{dzJaI%b;!9Q+=kXF|UEMG+P0(Pv$M`<fm-z?Bft$fd^AafbU0an*ysn3$MR
z?@PDeT!Mz9if=z(7a95q6LgX0cLDCL3~t1IVY&&{M$#}+Q<lh2mnITIE+!<D!883S
zlr@I&wJNJ+K-lApb}R~sHeg09xZ8&iW;;<MTQG>bh+<mP$wI+6_ban`IlC$BT{|##
z%kJ&xv}E?b6Fmu^=6KY=p1BrikuNih4%E|P-ob?3HyqLrbVZ)oCy9|3NKCsX?Yd)s
z?BT^%H5|nxw;Cs|yos*>_)3fbd-5}y{a(64Cy$B0ylSI8*Y24raV{D7e~uMs1#XOD
z$_T;uck7+qvKK$5xh3k=mktlv55s(Qxhd59h#fz$1h~vsxXSDT#HP}BcQ3qg5EMf%
zoSVKeB({vz^Iw98tIC&kXocrqWj#se50f=3wISpv!hAcXM9wLSOKUxEdaLkw?%N{!
z<-2(yS|7d~m1v!yyUo<GWGqLn-}ZZ;^|Ef_r(qQ!1iBmk#s2rb2L%yahCU1{HXUMX
zk_=b{eM$+``t=2Mh<HHyymnBls4X7#K$|#EE2||>!bg{75puDgew|W(ik(2uRt3c%
zf_Fw;GRb?Ntv^$L6oC}*6kUS;x(i{0tt!RTN8AC0NDl<ep}PL!AtEQY2jlB4PUQ8A
zD0v`I_XVp7^HAI{ds1Aihg|gq(Ys$<Z}G`{`XVVehZ0z|r^yaL@7_WD(O;1jNmkgi
zDA0HGGtz}y>F3f}fmasujiOTSg?wU=Sbi=zV69)LqH{}^+uW2FqUL+HcsfQd)%w8&
zV(5loM7-PXd14z6GiP&16V4Mt2@UFFp~giZ*%@wxbHs@&Q5FGJw1K-2YF5hL-(AFF
zJ9k@ZTyVWt8Poc3`-&38P3o?!z5D*9B6#YPs$wi(UT}1c;YM4(4J2FId)Dnkzyp2M
zXn<6_0g8ScrK?<`FsT<zq=Xp|-T(>X5f102=FD=PQ}{D#k~@>eJZy9<+wL7Ead>hQ
z&0na*E(wLt`oozf!N4`7>TT&|+D@Rug4=x%1281TOoh(u8AsV>^Do$;0l<iPF2`C>
zAL%YMg<ruJE!awKb9w}dfVKl;hDtwz_*RoE&RI`dg}uo>3V`aEN&6!~f)is+AR=15
z5z8}#FYU)TF!QTaLFSG@b8osThAtnr@A3~=vH+9`HJ}(u|1+V~Z!wI8wQITZ{opw|
zkB$vIz?eEzT)&e-izVu)$>x8coLG92#^=2kMaMM<)oLA9r$q{(d@xL|x1WoNTMDna
zOaxQGBh-e!9b3h)a1;I*i}oY2iT~HxWb?zP8eU~u+Z;ejsY7Mg0SE5xe%#<mAAx0x
zaVEdzciMI`AEY1T9l|1lT9z{DFy|*v`r8Pt7GW)@yqPL47_vHQ<W?o}eQ0h&iTtB*
zIJ`QyPW>IWe%tP&=5&?>(a!zPZQj?OV_C+1VL!g!#vrgn**;Rxzl2d@MqnX(<yz@0
ze*M((YK-s00L<M@HR(gAn7s`|c4pJDc}_cGyhB#Umy5ir?rFkeq|R72B|7ddOgxqY
zV3;V?sX3{KsK5{_`kUwNgMi85K47^(((FvVyMb{4s2HImT}a<MmJD87EfMd$iJo#6
zjj`e`Bn@2k_gt8KLm#g7R2jU$sw4XQ#Q4f%Mh%fD%2)6+b^!+TKK|9Ph?&WJV@+6;
z{?@UzCvv_gkmAxx)C0|?mMI3FfQ~cdaK;pU6Ci_MJ9KHz))|Jg4p%DPN{etjnJ$~y
z>1~gxtbJM-f^n}h^}0I#(OB&4xFhjer*KCKe>|*i9+tZWu!&UnH`*=92dj-2R|pDT
zv7i5F4ftNqNa)wF((fl1??{r--KJ!?0-{^k{A>>v8*>rI<JtgD(TbAq*-wtMO~4Od
zIe-u5!xqG2ZRr78?-4aQsW1kV9s)|(k`UEHZtquU76wx+Xje!yJrvqrPD%k+qzDw(
zflvY~K)AMQ>UfFl>aoWd#m@84S)ayjPd}M2X|pYhg+1e@*nqBw0VC9tdMz6SI;9Q*
zE$B?o?`n<jeeJC*`_%2hnl05>wuH&>qikB3kxHCwlnaL;Qam{3(k(x{VI5wsU&GNo
zT&wqYk-$%EHO@E(`J`V&H9y<3n3+?K?(#x#=++4x@AjbSxjWwGNLfN7vY64Z6FpuP
z6T>J#9~dv9uo)lFCjb;xu3y`MRrs?uuiZDpY4M(uQe+&TfXC8C5kvGV*Kgf}_!tN*
zp`d<3r9+;_!(nwETPMeuruT*oikluPLk||!LpKhwik4^ANRwfVw-tjAqOJn&>eF6?
zV8EQ}Y)?*mQWTRvQxa^CsLbvE;tEVXJACqpE1tUTa4B%K7iCSEF-esVybGvej$YDS
zsS;GrPkLpsNiq)(a1f<iRmCz^+zunt8+dNP8Xk}kj+O06TcznFwT3wiU1`%v>+Q|E
zEA67JNmxc!oC5Gx(>E@~ipkSDtnUZNsmxyT8(b1O>O^A_XD}`;%E=v=HaMF{a>LOX
zhT4<ODG_Pv(EY&Zuj+KTEk(2$wM`8~J?jaOz8Qb?6#nS|6b?TDfTzBSOa9$Qxy4!m
zyq&8ZAYW=Y8R1lGq*Ev{i4<)iNjPUh>iV|%N5dl&envd4QryYEKsA7<UbIXF7+i$f
z)W|x!rcdK{03P1TD!s+7y2Jae!?uj-n^uoXNSb5-m<S<xwVfdo5a8||>D#ZB8PEOt
z_N)=rl4<h`p1myHo<wL-a-|lY%reMF=XggYZ}qW&H08m)-U1F4Xbr*8FVZNJ77e==
zPLmxxV!z-O*g)WveQR8)$O&R^Z+_))QlBhf4j3K3^LbThlY7M|&m)rhRRPr@Jjd?>
zp*>8I7KstFbgx4JF@8<c%&?DC99zk8ob9265`ipReq8E1hI4u$+w44z+on%o9gE{E
zCr+T`()5s)ukHP^iczb%%=ZoXC^=O!a|c7H!FbC`f@jSc0S?zQbF_Z9_1lFj%&uf;
z`%83jo*`1im!GWmrax<oU0U$%1?I}5Ro*yB@jSI}Wb*-7(1(=P&**tT>6LjsM>){T
z<IT2NbiXAPB8|MiE0O(m6*d>tCyX)_=VNLbNJsq)C+SJ2Y^`?;x6?F*IS%9_LE}y2
z6r|SN*><Pe9+^}=$dM05(83m(W#Qsz9h24K!nt(j*sjstkGs1`1SiMhm|uKz9o~aE
zz$HlzF;+^Mfp+_&ODyz!IC#GzR6Sf*mjT$~7<dnyE(wI=vqbF(sk?B>IOw@vb6nVk
z9?0Bjaf<XlBa0868~u7-lqR6W-dyxyJk7VM#l(}W-pg9pgp@$bi<xSbG-%{YK`ObY
zt+r&V=$k1Tsp)oWqAQxW#<9e6Ijui_w!|&a{3$?2_yAZ}o0;2}g)!)#FGd921W`Mu
zyR8V?fz!+m`T{+yvT`8OP-wi<n)`e)Nog+1EGKB`@pKZ2Cc{_7FU_Y#t}0TUaquQz
zQfsWBe!i&%6o6eMP|kB}>S5bLz@pj}3Y25$;2lUDsaw{w_W^0lwUKgHnqu3W0HFP4
ztc$N!Api3LN8DP=yx>BHDQdl*6=j-Y%IS!Z+KFk@*|Lb5WFa)45<py^R-)=rz1x;e
zv#my^e@{zS8(yc3e`EV$-hA=S3mCFA0Ttj5>O4~e%DcHPXXDMM!)Lb1>$+gEKrfE?
zPFci>yYeYWuDvr*>e;&sN!BZ1XQF~mZS3LF<}~*idNj+oB{2h7DA4W;`uL89Fs=(#
zCD5#5>cIAD3s<4DpL#>%3hD&+Bg}muc7%z)omPhAo2&19am+$F54Z-3owS}p5i}p!
z5|WkK2w8LQxL7y6Y94(F0?%18wjKGjxEB{i#BomZ<zbHyXdmZ(FaTU{37@kZDgIAS
zcr$14V9P4v6YZu@vNVvhO%Ou@UV5#Ar|YX$avi>hLP`cfQV&N1+0+YqVI>T}0avv`
zJVK5<S+sNR<3WB%f%m*05&H;$0e@*?e_%A>`#t-yt`>tsK|vzayAV?puXAE6yH;MO
z0<tkiZh<Zow_WWLfTFTc9vs*Al5|Ds=t1I5YZxCGD}aoruXQP$KENXBR8T#u2`L{V
z=iBYzpq`lvB?NBEWHvMB5i%PyuW?ss;z$JBn9`i~ohwr8g+77j7%uZA!0;GT1i5)c
z6T7#5et*^r)DoVX0s5dEUi%Dw418$~D}vW^%R8(5rH0lNEv2|I1@mm?3jJGTPNv;t
zhit0=*ugGZ!2E;r4?6<-&%UxI6;4ysrFmF80oA`AFK=yPZ7P!9t}CD^bPa{aT~}F7
z*Ot8QqHzjJ2%Uj>Sg27HmAN);klHQV_mzWz%R(2#ft!~l<6?9YgGLmWqF)vJw)F{i
z`U~Xd{`c-Oea4WOF+mn%f2ptRQR&tEMKR?xTHSyNycg66>e(!uf}mV%#(MaPDG3Wf
z>ey<UU3C)I-9Fxd5~l7JSFcwF?+?LeS4J`&w9n45kwTnpxGA*7yn<({8`SWGkx@_j
z7zpEyBj=!=^S3<4IroS4vT@Vs_s1Q{M&BTok>XJrM6IFzWNyqirKs_r(Xt)(ZN|6D
zIY!Ex*X4c~Pd8pYAhP^4x;H&DJan@>852&sinter&ZU`aJ_#JU|6G1B?=r;ujj!hz
zsf*TO1D#S+7`pZad<F%NICD|HK)$4W_<m3GV*0o}d3J<*coeq&!9o&kv8yY^`=)a%
z<@#z@0)Ldx7#_OA^WH2I1lwxIdr0FM8Zxb82|q`)JD;YOGknCcvaMCn75}GbMD!<S
zVp}&Q5Ka@#P~!6@%UkhnzKM|zjtR0ODf03MLU<qTeV{8p$VT3MH-znF_eai~Wap+#
zT^OQm{g`#r!^}OGNIVcQiX@03d4BL^BIdRo%hpif{z`m0_E&7YQKTZPU5WloUji?b
z(a9j;+>IHp&;8jM_&ACgK}Ga35=Qa7j;gBhF3L7L+s{0$T|VB_aDzKJ#Bms0hEx@#
z*nz@vtt_5!v~ds6o=>^J7}<x1?ggO;OnXkTpydqUEhLaEJH8YwddgA6d}|E$E`ly1
z40Fwboas(4#V?1w5@DK{E{Ei6kQ$OW3klyi{=m5KUTTTiC^f^SYb&Y(sninZp0J~k
z?`B+`R66aN+!;ZboK*Zmdm5Tdt)iBmsUXWIou(MtMA1hAd?v2(r|M`Irvt%1>}3_^
zXU5O&RwKaI<T|{uJ&DR|NtP>aPrxOMWUpSFNd<<Oyd$?_;*jNdXcnh#;#lTdcTrJ^
z(WXy?lc^H0Sf0v!XVj%hb0{iBNgJWF2MAt;upL`#%ckHZFw<)$PRi9s(Au*;+-cCf
z4rDv9(GH_;o)dp-6q{5c=~b|~9PXzg@rPT)j|GmK1YdquKLVgTA1_N<qFAehjuYaV
zVkQTrLi93=;^r|$RC|{a#YgYB(C!Ux(?oH6!<$bbeH6#&39E5(HYOY;IATq*e@Mxn
zJG{MOp2tvZ772ZE23nE-e!f#@?Hd{c|0f;(Vmtyw8Z`g+AjJw_$GW%oqk4EPocpou
z;wMwQSg=kD-^BR*b@B`3zX+=TZ~7{eG=Ksaj+-alE>Wmmp5Z-nau!a;F9^B!)3p?^
zJo)%0Z8!Q-WRP%1qxU=x0B)w03HCF1^TCOij#TpG6gEqtmwx=ZrvMADCkEr07@6cK
zYi&WX<n!DQQ+PLt+k|iO$N2F11rbEgfP_EZ{C`E+jS#>9-Uj2<N&g=#?mq<*5~$Dh
zPvH>rKhj73Wf?&Tz}vjr^l<-lRQzkTHS3u@o1flY^B=9mKiIGsz5;zhp_aX#`2oiZ
z+liowvfw}P9{=TLzrs8|0A#Z3t7QXi^8e<B1*o6P8_@!`f1;%RlO_RRo}T=`;ygZF
z#s6_f{mU{$NCG$6_xfkD|9|u4R+gW~ns`3(ZsGn{24jfzeBL0k<^ES=Z?3O^ZMpug
zsh0-5dti#H_dH?RL`Sou(of4@rCpKwdE-hawJo92Z2p{5jAGTPQ?gWKlc6DYWD@)?
zJ5L!!3#k^>qf_NpN$jb|0iV?FK$_n0(EQ0{y`-NL_P7o$iA^rEySuy(9(u(`?C1Mi
zQH{DaN?~nV7Es0pYa0s*PW?n=)b*$0b%oAuT$u7`$2*zE7lhlvp%F!xIP~?F%e&ay
zRD4W=6`Mo!v$g?^g>UoMLvGAQ?rf46QmZtOVg~4Z_)MaxnaankPd!>;8!T&czevVz
z`Ax9NirFFAlV)w!(*ELN^@i^KV+#bx>--sXa={+<JsDrSAMl-MD9VjLn^jiJX;FU*
z;j2X<ncS&p`Tpi%V|C|2w@v6<dT(WQHY8d|g&Qkv|H*A<*~V_##AKnls;aRtO70<B
z$qLY5^K1mvWb7lpFK5VaH^od*kNW-DTA-fI7$ZTt?*6)kwc_#0=N2XDoR$)kt3tcO
z*ws0CuG{WXo6MIftuhOP^2XJki>vePR%N|GxAklzxs=W3AoT?}_5)c_8eW`@NT~d@
zpt?s0fQ+N-<Nc9e5z$5^4%nyk(f8lJOmJQyy9dn#(|4As(L$jc$48qRD6I>?cd7&~
z8@n~XW~1)fVmylVCwq8_B|-RnZ1vFPf6VAhH_tVkPQ=EtXI9n^ON(BBt(1(ksn2%W
zY=TrlQnPBNmX<CQY}N#dHkcx027ZObm`jKEr`jvnY;8ExDX^!-Sjr0^#SEET{9amY
z<x<Z;?{&d1$dr;nmY({}z_+>k(dzRZ-E8ei7ReGG<@RWgbR?2<mR+%g{fM)B&dm9?
zUJy9$M`@<vg&W@mEhjNHjRxMUNqYjC3RSc;hx`QWlv*Y(`tsbhEUQ^fNSzzmY~`iz
zfi^K!?`7)LRrZ$<3W&tyES@KyAjb&*0Z#GF=GOz|D>ju!1QW+x#{&N*zY6JDmz$KD
z-SSGuPD!rvr_kGRJ|TKG`n*xkTJB@g!SKPG87Dd=>bPGGHFX;bri12V;v;*u-P}C+
zm&kF$jNQK)3TNsf3=u1E^ktKyQ{Kq+Jr2`QQE0@sgn!z{jpzjHpU-v7F??hlPhjF>
zQg~F`(Nk)0@JO@u@^S7BHfV77^M|E!J+jIzo#o0c`IH+>Z{_3~N-|4I87XSJbN)6q
z2^R>4pv7$@l|~82$#f4zNl%OJ7H%eOb0EFI^8Vb`M7zgk6n9LUn$Tw)y0HscvizAJ
zgX35{DHW_3*3`27WrV9(W2n(~(mLf7dK)W}@&nTM0jiIQ_-NN=>&|VBD`hStR&Uu~
zU4(u#)0D5c39>UNowxZS<8M4j4_0}lV#+5qk`gvCYHVI@u`um;T4p>PZ+iD|Rt(jS
zG{rtQ?|&74=ge}EujVT5(9_pmoNG6Is)GCTSduktc8xUn3WRbT<DG3A<o=Cz^uQQ<
zAMKcBzN}_2-&A76p_q@{Y5JA&bl9?Qh5cEfF;{KVvZdG2++n`D3-2{C4f`=~l7dmG
z&#y<kZ2Q9${v=QmzS9zaH~se5F_-6ptawV?;ULd3`F+in;xWM=gX<TFnr6=tz$u#B
zS(}a5#QO;LV+~pL^EWhlYR$ZBmCH-Crk-Hh?!t{&o`Le#%~DD};d7^&8l^9gzFZPm
zR_$dF@iyscKJl%+Z7Z5=ntwjSS8R{=_`?dPaf?>oq(x0-bu`*z`;_QZ9m@Gw#d?AK
z<aayK)E;-mHy2;;uScl09DCuvWtG_|6G;yy?|^Sxr8lmZSjWpuO}sK^IFE<wW-eXQ
z!vq*~Q8Ikd;Thfq2-ae7p1YMe{N%_lzCUS}so2_vhH4+U5H9Fb>5RKUd8yD>#=_V%
zF#Y5qVbomSUN}Uu!ei<7BXL7%4XsvhSk^=Dn?uXIJ#I`Md5C(U6`w)tbRf5E^>E+v
z+(PSaR;cr5KMQ^<B}&F90C`UF(a898Tex5SqMxbP<8h5EtI$RY|6>Mptssbbb@!t>
zXsv{`7u{o7y+X`4LHI@n@$GlH<$V(P`TC1PxLYoiDe7u_)hqs{%CUe_!tFi5*er$G
z@hy2vYq^}3D%n!CQY8DY#(DG6)lI4BRprN$0j`AuYe9`}*ISIqTDQ#(v2lGSXC0L9
z4ma(OOzz3<z$$DX4(EKJA4AeT2kTi+AUU!gyAQ1m+Q-O&q&+-!n#;yT_C@4@<_D(d
zuHMReVmwL5OZT~a#-@osj@hcD1Lb1)TV|-GbC1d!cOUQ`2Kzh8!51z3<YMYet{j;|
z+VJ@gj8gk^&=cVnI$3G?x>tm)3TG_~IX7sxML{^Un5sW_Y;FJCy(s`iDDsRydOw)`
z)IYrLircuhA;BbF`Fw9YhWT*8=kL>rJMv*Z6r(eS+*`0(S=8>eZ!G_TEs5tN$=pt*
z#fTtj5cFMd%+8B2TU9{KVMRdP7nz`o@}oM=cYtZhoe0}<?O)xL-Gr9{P$Whjel0zE
z2)D{!28|XeE8v8g=JJ+I)>I7zJ&FbD^?1j_Lcxnrsq$a_VDdM(D+y2H#H9RP&7M5d
z0}2&1L=Z9g`lGYPyTEd|Fl1Jg{FoR}9!Iq55)$xcSNKp&Cqgz`e_GcC06l!=v8>a<
zYIhsc;g4gzR+`i1Izr;Av$-&s#4!TUZ~>0Xar;54+@N`r5Dxp2w@l6<hAO5z@o{;y
zynX}$O0QuwG`;(90v)W@+6a5qP^X@5T66e1FkMMklBK5law%g)@&n&t%z`S0pcT~%
zKVwJ=p#ZQ`v^dCKS=66714SgWtedayvCx8H7h3^((}bOehSS)<ehz<n3`758Rfs$N
zDdLptg!ZSb;kMwMAO|K-X5Dn#P`<!aYde)tJhOBtx1-031eGkzt7ef#7gFgR+82RE
zda1*=?_*>3W7>LW#<X%j`A}`BbC`#FY{yH`=aAN5FvLQJ%%%6|I^7fQJJflV-cT)g
z%MZs(a(S=weHo^3fjQ9UPx1_#P0t)((fm!a){OB%)8D~UW`^plbtz2i!J=>}CofDM
z%HrCcc}p%(uk<RW#q{kIcbk3IWi4$?b?xuQl!}#kQljOE(nJ%?Og`o(rH$lKI9HG8
zi^gNzi=)i{#Pth2o7<8vF6&i3#>Gvw;%s4|4Z<)%0!}p)njQGU8<6S>%-puMClP-~
z;;yq)sf4a_*RW>O`7qh!@9=77WH=N<|3KYdsE5B=N)A~;s1f{zTc?7C`t^Vr?ikbv
zCjrSWb#q_+#K|du)Y@~Alvp**Iqc1F-RyA4;UHb9T$!X`ug?pG);KD~Q1cFQPB0NP
zcHR&@)Ho7-PWMqXIV8wshUnD6QYcs2%>%>%R$Ud`haUw%12C)Jjj7f;=2wv4aIPcc
zl&ls2GWiCRI7f|}7CoA@-k(1jEjACXvsd@^hQf+dlO&dDj~4cU=y8!41Q7*t=w5mS
zjYL@pp<FPyU0qA1*g%c8eXS+hQF`M7xi}8QB6ef>Rk^h2{W43_sqoHi@s~RvZP)F5
z{uIqPi=jdX$kRWNNNi)}ZB#%jp9!Pz9&TVIGYy5pxsqGCznO4VC=l0XTLfUqvb3zc
zA2Vv;*OHDX=qBhAu3TEkL)TbV7EHWgGA(e+5IujTwu~tQ@^16ZRoSm%-}&7aTBGev
zVvJFJRv)bN65e_JXz!+FP=n2=w$p>w6#W5{PQQO+aVFNIREH{i@>Y~PosRMznaxgk
zU&n|)Y3djEIMk6MGeGS`ba&dPcrX)s;otWP6MuYwWZqUCL$p7TWkD#ks^tp!dq@?Y
z1HUp22vvU-@n)5@yP|J-)MldOhqSoQV8`a3WwOIS{YU-~>A4lCx3SE17?JSGSG>(?
zz7f^l7n-$+v1{k<3oo7G{Mkiqel6+QmE4z2&eIRg%`zcpgGXr#d?hcZp|;mkUa@^I
zv$71RJ(OrYI--ZPDoPsnCD5D0Ww5r<xnJQAH<7esl;7W$(_}!moQo41{14GA5X<^1
zZkVdjzNLn8^zb)_twGZ4i1wXFW6I&BbHan@x&u<nuYlP#e61gkf=VZ20&)bNB3@rR
zr{g87SB^uhHDEUI_-015J-z(_jLxC-<7oSO>h?-bK*8NN>UR(9xYnN@^%#|j_yk2C
z>dLzG<+}Ut-0^o5<$@&IG&7rrKalqn%-(Hoqw_$;|Kju>=Jm?UX~m+cL+xN#Abudp
zH|~yims_#xNv@ft2y^YJ`5nZeKbO-(NH#Fn=@xkXP8QL2g{_y><t)U0vr$~-i#3#p
zN%N#NNCEZM__8vH>l<PF2WEgHgxS4ptB<Vkx5viR!_EBRz#IthA(fZRaVi6Ea3}kk
z-pB_a2nKRPwNJ~(_RvwdLSjgMP5fJq{eSs&MgKYRVBDC*f0BT=)_)@8%7;jSuwV|(
zgKR6d;-FoY8EeY?2+#}PPF6aZ65D-=&VO4x;eLEuS8mybs<nO-hqoO!$vdmH{@Nd#
zfDT(ktF*ie`Oa#jBVsFK{dX1u*=7CWDbRdC(RJP(H)z#!iw)!ZEZ?eRt|rpJr!es$
zx7G@(b<#X_>DbEhV`(0YL+6mgC7|8t+FN}dY@wGHH(NV_U$vt%a?Cs1^t&v~=7sSU
z^Ja|iY=^(;qoNv-1KlToyP8+%_tLpyl7N&e<naD9UEIni5TA>ZGWm>sfBT1&mUlH2
zF;7E2NHm0{5^qJb`LZ=OTYp_B3fUm*=R3u~lX)5q!<*3NIZU_Z>+gcFuv_QNNBt{O
zeEC*CNAUQ0uH8-hiB_$d=h2*M5s)6tSX9fdB)%lCnrOLlzA|`DwDCK?b4QZPhuL%g
zZWaS_UXF>OV~)x+nY-5ziY@@<ukxu^-1;$uM_mt)`-^igwOm=IUY2y5U*7R$k0m@m
z$mK0Ral^U6)MYX7DSQT;d*1jRXimasB>TLv!`*}DIdT90|Kk<%Jh@gWYPoSW>pmxg
zyDgGr$fZ?DC0mYmg^dMJ(@9=+av<&@y$hu2YG^ENG*?g7Ibwk#otHfjFh4jwy+Gc1
zyC6g8i=KJQ_;aLOY*7js645405;#dmQnsv+t&LPLqWOQc0P-^-Wdz920+s?qv8FKw
z^X8P`hxCwpt`eDf;Q0}e!*#()7(^!%Zhx{l{P55@G5=YiEi#23HPGg3=K`Jdhxu}P
z?sg#Si_#WC=^PJDTbObv$v7OCmFhe367SQyrJxY>yM@gboQ6Pth{!4)IGUEycw!>m
zJ4hL<b{Q)VhT-<wpA(C;O9ss<NI)${v-7{gD8h_qR4OO^ZIR122Nw+S=AIvNk&^s{
zIWcwg%51ra*O3@Zinw>%q$G!dNy){!Pggk(H@h8;1<V)`$9M(n@;x$j<LT&81Ko6)
z)iq_#7H+O~xf<Vq^cq}Rb&r>D5ffD%z!h2YS;;eeWvzf%YT%-?U`Mf>GIF6LwK*g9
z^cpPs{Xg)zqU6s^7htIM@5yFK9sB9eDoVl1eVMIO;-4P?ukq<oW&R?t`6<_zK;;IB
zC78}Ql0V?EopJ2+;$hHUN5o#hE<oTr-nPn*@`cTsi8A#<3P`$wpd)taI*^DWllay=
zT$Tr8G250tuDSQA3{x?f;;FrJt_6wk50Sp4cqUM0N{+r8zYGh$%-?yCRtr>UlG1(-
zy!o~dn3#1&3?6=|=y<}j!f52X7h^T#rSR@&Y&7;N?`<un<uk@6;hpYs-}qH?bBnql
zvKTejD@0I0!;Q(<DCb88JEdn(&cLNlcw0ImBwtw+&Zqlo@>d0Gs~mBY%%dHJ0&>4N
z6gANc%UrXcTw``%^SN|+(+Z0zJ!URumh;AIhU9lObZeq#9op_1Yk<%q%l>dTy7tjr
z$K^wA0<-9YcB7QkbTC`M%i6dGfKqKxK{+;qk6oNWO}>W$XrB3=E;SPDx3y6J&8H!;
zFvnqb=`Lp-y`z(6@)v;L{xgRW<fRMvG6b>SkMHGz81Up4vZcv$zA7$o%<qy)1Y-87
z)tXKs5<dN+=S>C+edUF}oLIZJ3CG+aSY2A)<<e21gcTcn+=OOFRSnxg3aogs4@f-i
zHCuSFjMUN(Bbyp$Eph?$vm6Y{v5mPpD?zmdF5?5_>Ps1s(5T5XL`dChW9l!kB-2*9
zxxdVek7dw5#wDuYpY7fbLl17Y@sIIgvOK4&=oV^u^LMtl$C}QX)I81V)956V5-S*f
zj0BCscwvkASBF(Z4WQVkh#rGhDdWncE1!zhD`DAV;+VF~8r+ZF`SRcdx-MoDFqCLR
z`RL#QW%ih{PuxzYz;wC(7T?WB(Iqcb(g{tQ?W?TgIs&xosuEuJQ~XE4(BC%^t?rQM
z1(t&HaD?8YfCqVB0uy(>VJ?D~FDNQdZnJ{uF6R<CXx$8rG)lQiNaj4G5U;=Q+Gqq~
z4!9oc7eS{XE5e%GFurSrrTZ4><=nhvfIj`RmG0GIjYJw2g&_zc#tcx}V2G3K{{?#e
z2h#k{KdgiUpyOj63~kc+0nu#BeLRq1ORU5@B&9&epKHrU#LJM1ZM3VsmfPHi(}}wz
z`&rM{&(t@;hF1l(=m6wbaYs`dURt}#Sq#M5b{<t?HpA|F=`z<FXrlyH5tGN7kQRbH
z$?&m@e)VTqG>z|XYI60NwFBe%uCL=eC%3acw(mGn59CL)$bKxo{kU;E!kDry0M5tN
zkH5q?MR{nbmjz>eHfvmPxU2yZuc{rDk&^E~)2(xBDNSrBn4$+jhMaS!(;Axj+uIU#
zKHi2p^6avjk;7%^f#~55M#71t)8Eyfd*nTV@Vq|5DCfFc?>ePDeI~B?`ue8}@`dJy
zC;r}p2+?((jA%Ur_1ACc1zPKD5l<b^!)Nk$hd*TxAL0&KjZBHe3buE$&IONMWz|Br
z2*yEd4n66?XSef``*W-YRC#uy>#3UA6U!iXadcc*!-aLSF~TX$(QQ+Btx*$q4$p)Z
zfvMv2Ks75SXG+^atxijhTtM6mQw_%TZBcx-2<t27EnrR%Yky`2%xsNGyI#U$Fik@c
zAoi97gqlFiQdZi3kh@vihrj}<xE$h{p{PLb3X?EaR1h7zd3dVX`{L+J)rfvMVL)2f
zyTS738o=vk&~gJo?P5Jum8x+%8N=;?Z>KUR%oayx#q7SdF%IGHBrySh%2|%HNiLE@
z>XZO2%j4Ycn@?AA7O%W95QKGo_{=F_rMAxJVP)O2NKcG=1W|iUA7rzWB`DB8m@ux+
zcDOb8zB6_Kw03{dq05+4>a9MO4!W<UHM48$%cfWdn`&kI5@?O<1eR-y`ov%K!10dC
z?1lVJq-T@`*)HREii?}e@8i))haRe0Yf|&A2Ymrl&3}B8lpf2|FsXNur<#zl#B7I+
z)YJt8O2e+dvQdy86&K83-)-}$c$$A86rp;Brka;Y4}*<J1te9(T3fpoherjkuTS|h
zhqmw!ke_Ug*I-AzS=K|RM(^V2-NUPw4)y_{5OUj^iu01HndG;al5)8<c?wx~a$Ku9
zkU*>xvOr(T(0@nuB#BC(<lV2I{CYaxR9Y*5VE!%pV)ov7F0I025|1@>qd!gqZZYjq
zDAb)^f3Oz4^yk?MVSA<id<>>(3J%x;KtGmU0slBNZFo6xsu7b|ZM@Y!r5%vdG{xS%
z(F0$YB-}cGt_tq~Z}cA&bzq*|A_nIX{n;mu0Zg=J;4`QwT;sdMdi&8WE$x!c^U$fg
zz6#@AP!()qi-fE4=*0~^8G#!l=fU(+(W#%#J$`taSbM+{4eH$F8*F#^y7$JdkOrtk
zj}MTWp^Uwo8s?%M%sEz&UAy)0BYFlI@jH1Gm_M}YDxd&uQwXSSsP_vT6%(%-b{ZNB
zX%zyWFfNlORrV*C+^W$6TnyNik0fHzI<Oe)db_QS5LrM>1ZO{yQiNdkw-cX~zt0UI
zCQuF8dOw#r(nQ6d!%2E5NxFQ4>_gSF%3#ftR2myUBQ|*!$f7J+aO?>^#0wMs23w!t
z1hd4xE$QMS(a#Br&IMG%0_b4N8-bTujBRm)C^gW+F~}d?ya6~mdz9U{1wpV1)j(Av
zI!!0D8$79jZ%xq)678=raW!0Z1lv!TPF}p1pC;@ZO8ojWeO|HJo`~EN>W9FCq9Wh3
z%NB*cW!u+M4nZ2yRGrq1%+=*Efj+`FTW=D6w{9Pfk)GHvLVQ$OvP^|xCh()ozF%Q+
zJOzsyu%TA>3emIP*MTmI>3V>gte>JCM|u(Ooz^Da*^u&>(o{hneOXKCujqI7r(oMT
zFmPZ@biTBlvMviG;8dZ^>g0pKllx&T9jaDdFERt7|5+E!jx1AN^>D7H%Q_-^{l!zx
zHs1mJ3IBu~^PyhS{ZrV3IdBwQ6UTk}vm3w&1>8XUPTk(Y+XtDC=@s=GJ0%mhWlph8
za|&TTx<V)u?=4pkpy0WaOPNI&>JAtE`OwCkb<7<pq~cq=YP3@G=qA<i5S3EaY{1Ph
z-0e57)EELpNJH&M@Hg8jjNF_@AzV$Abmrn|aeKREr#suD<J`H{4FMEgfhw3Xe6<vb
zGu!yIxTtf6-!Y(Vy*7bFz8@%KS?8hd9}o4PX@4S(Eo;Zq2jTWiU%j=RqC29>NG4fu
z89>Rb1t?2N_+*hLZ%b|G1ZQ-&YNuNO{m~=4rVnlo)gbk+EJc>_m>#;z52E0yX#nOB
zi{;><<T~|rEv5{$-JeIL5?^{UKIUo5%$uXVAHyC;czuqA(5$ix$#R6vqV#Sir_ZBR
zl@}CM>Iw_~(f5{A5W@s&yiwvf-Jb~IHF=EZ$TvsU##tGTq~V;D{q>Qd!>bg@nW1E^
zG<&C4i*OnUejaHU_`t~#{@|7N>$}jW2eV2ofaL;P7aTwB2Y+=vJ5{uIMXLvlHi(C%
zh*NZ>U|7!>-c(fhZeY*1RA58}XEP0bJ(!zmcxsTuV36Rb&PPOV-=N;eU1xJBxC70C
z2bAyvt|gujtBV(`EQr!AbI=wGrb73>{4}=jreR+7aZ~Z+&~ko(Zj5}!Zn~x4Xo)85
z9YKhYk{*3{?2uylrc0pZP3zV89=BC*t7w1oB^%f*&eH%P5HA^`rh9*V<<C0lsn2H1
zd)D%1+N+-T&l(I8ZMXoo|2le3a$V+;D($e=MK_q~3-RjvJv&C~Wj>-StFv~;Lg{=W
zukTCv#9@SuacPQ{Qa}(dg6D4d5J7;h1x773yjrc84eA_E_aSXs3@bxDlECk@=o^=W
zhe0Pa$0j3EdDoMFC4g8MfxP9SvDMv*S|Y@J|Jhg93S&T|*7nl}(yjJOz1ky1Ffah4
zAo<sU?lLB{y`@Ok0KfETUKztyz+MnA)z0&sB1LIWh)lt+cS6y2vfOMzXp*|bE<&TT
zV|XJNb!1i1U+c+W@M1M^AnBN9o&5qhWmflmA+|mi@bHn90VVy9?AzU`7{XjN1V{L$
zIXzr8I}Ysg__6d?xD~#JWw`o3$hzR_;HE}7EvS~p++*Iu2(yE6%5S;aZ@+tZ2!vVG
z8`jEv?A(P;XZVf5F=kkYNpd|(zM(&39|D3hUjTf68V2syNDqlno)oLFBvg9FnM7<D
zI8#&_65pjVnQtiYn7;dE56<oEx6ZBh1r2CtdKRviE9?mzW=R7Tj<Q4cCzUk@V<xk;
z91FqWynxg?)zzF2v*6Pa!RbfdejT1tXQ%2{768YTt&2b+$WPLG)A(!@)^o5Gj8@Qc
zvWmY#DeQk)MKV7>)+&7vJG;fplI=BV@3hs%PNnW$7$S>-x_ZUEU>0%Y*&G~Wj*%6@
zIKT0@Bwe`QruBpeTx;UTkat|qgAfcqjU<&yiBHz8A=iHpnLOv=SqQUqz0gKYu;H~=
z?#LUFP*kVXPP$*_hZwrP+VkGl>2i{Y5To}Ye?R$X`7mE2`L?&rx7VdKB^=L^QWKuc
zoAQ^?mz*jBR`%)jqZaE25rQyi6%=D1P5&32?>)&*&_|*->;vELcA|?)$x>#?uAV;9
zlk|9BU2)>*?>MiM^K=Za9G-Q2a;Fk6IcT8WEhY~RY;sd%N@>#bHLZK&(K8yVQx-=w
zuVCQY`ITU+VeDw@n}+p1D~Z}lSY#^p7AYoKriV604egII$0+_cjwpgX*%R+K633X@
zoUGDH10AEbSr`fHTn@80lX<x~9<|!4!#wftk$dXfIKh0L$5gUk){B^N_u#9^?n+v0
zOr)A%rT@%d0ht3jajWD<HA11kNbu5We+zKdBU&!g?7wuif!BSolWZd-7i&m%LZX2c
z4+hsBy>5*&o5jM7eBCNs1E3=k!7oJUmr-VaENC3mU%j48{WIPB^@=30+noYyX#5Ct
zQ0G8Ku5QM0@u~=D#&^2Sq2i!IBo+(@<LxL`rj)W(<fQsvVc!50Et%$pAo+sR3Uh_Y
zh$L6ls`r<L_2Dm&1`CgEu)fTnfEr+2!ZVYM2Zo0dfo0&=8_?o%-X1vx33W3@Ux834
zKOY#>_z0kK&6)wp@Q5>5oUXqUKM>ap(>F>D3XOZHin4^7#Q$Hgyno|PfffPzyiVa<
zqyDak)6wxtNQD^R?uErSCDMzvAYvOZ#|=5Y&D}<fn_n};-r|7g0TZ}7N?nhLXczUJ
zuOX|@HB7+u>qb&yKyB`Icw2pE<U9Kv<;gtxyi#DVyhbHsphL*q{1U9)AXL(P=9OK)
zyieIxC?h?{;`ryAYa<1cY%6%tOF<~Y__maJN7yGoPEw{~+wS3|F`QUiJ}{NWkOB%r
zV+LC#UX-BT^kZDoykq`H#n8wgS-v=-Kk(poeSwHzcSFRA=pWGoFarH?$wB{333CXu
z8{9=)lh57Yw`0$!eMJul^xTx(4Z{rdpZ2zZ@-tsVneR>${P&j{zJtQh2boy=@nZUG
zSEz+zHn{|iZ2d{|4Okz@bDa-o)!-k)HN4J6+89cH@69P>Y`=v}Ovn<{*iK&1b(K+d
z{^K?OPXJH_=(Sy?=c@Tfho(dvOjVtb+(;yXa9k!|M=bN7ajCChge=v-)iB92^uH`v
z;w=o5W*tbSMDtlRpx*V$!X*K3`+qSd34;Y{%x1d=2c=Ip2WbQa1y4u$pA7SEY%Bh;
z{=g5rNdkcS>i7i=U6;gkZb0-u?)Ep1SA0AHA~JGxULLI+YQOcr8xTku<M-v|*0Q?V
z+6UXnzdmz?>v{Kvv5QmuwKQ>vB;0lq7I&$R^}NLYn{dTRZFSaEN?!!Y4qlgH_!nxG
z*K34(K%>6^&W}LytNuUbpjqrMeJQzYw?a42!anThTe<zUKz{>e`(mDnVKKR}A^&tE
z;Q$e<bG?rX^p{!HiM_BOK#&CV=uGct{ue_o3Xp9SgZQfcv)<(j3UE{;r+0Dx^`#@w
z5Du1_HI9~=rOCy(Iq{RB{<^@kGNi!PYv6OXcuF<@iTmf22<(Vd>XDPbmbOh4>goP0
z{7V8+7(uPY;&<rA@WFh8Rh!3!PxZL2(l#4?<giF^5<&0$sH%jlPX>~DyAvu2|MgnH
zE=2(zfnn%bm)c)zE#N`}+<^<faPq6aUVbkQs`e!axb*MOX?2jcQwk-ba}7IKTi>U8
zZ=g>_&8@tNORp@zeQriETk&cA=HJn7uMg6|j``sFrJnh()&EWVe2@kw`TS+xU-w}k
zzzi_+MeW&g>()diiTVskv$pf5w-*NO8$63B?0`|J$CVc*%b7tNCj*<e8?#aWPS1Mx
z0{GN-ZIWv^f4M9WG@w>U37z~}HuA5R3$y|KPM)=--@kc2P&%Vtg%};~OGT~;BAusz
z9Y0NG4BH(1H0f7qljG8Ja_$YF@&fRDf+lKn#AH5e?T%4REX_B#g#j~oVEa%EE)00`
z*g{PRl+S(2mtLvA9yb7ZtuO&=To>~C?k{uoDteY?Dsq3Uclkfd;e{g7mLe2NJe~RJ
zGUk)b_9f}=uRHBdSjsetmyz8C%e8%D(79dwX{B~<WkF7NPHME|O8*~SZyi<T`n(TI
zH*7#ca&JOPQl%S}5)h=j6s1EtH;r^Rh=6o=r?h}5f^;L@UGL2~pL6tlf9qX~KU{k)
z_w(%MnS17%Yp$8;Ek_|=YL-6<RGV?K@y|wd9ErK(i>(;>)sXR3Cp)x6a<$xH&4F)s
z$EJgizUI)i+(*_(ayBq>O^;pGBDuP#sFRe<zVq3C@Ah_-sy1@>>pwqL1qY<Gy$$J~
zn+4Ij1$hcAM5$e;K6AV<$op1X{=GJ*QS;Fg(t>#N=#Go_&M}b^So<4hVUHPN=vPI~
za^qwEx_83jWHtFrMEQQ|eYMfT=oC|S;y*6S<m5i>EN%%g$7Mih-L;WYP=4E8glOOG
zJYOykbGbjF1_aPY*t!_MZ!tm)z4m2bnf^I*9Vr#8iQ0@|=7vve4nde|>EhHy7EQv}
zz(F~Xi{cUS(6v^vcH^fvu)`;r7pAWvwi+f$Z<#tp8IvC}u#w_2J7>MV!ekT6q4k#?
z9}oO(EmEzaw?U8gxx>@nH=>aM&ZWlblHJ<Bw{kDotHGBPU6SkQz%NRKQMCTh;uG|V
z<aCVR!|SL5wPM-55x*>z`12?sR|ge`E6tb(X-74R#7y)OSp9V`<3md6g-7ZXv?oKJ
za@q}Xvx4Ses4Qq)XDt82uLJe=tv%Bpj{g~}M1jYWh@Si7qY*v?M+{CHHp#wCrv9uq
zz4~v*n#x{{^3Y^1pCp>akY+0Xq#5~WBvj||#kxJAN|mN$CL*HzX|{8BJ=aFSD+1Sp
zxLc#iE~*e9z37aruw8Cf32JnZuwCh6Lh(kT%Y7ltr1+`SxId1yw|FqE5xOd`rvy{_
zXxYiQ8Ycc3Q|gW1LKLkDZon3do6lw`M4Kx`lufTOziTjlR-sRo4F*TK+^P-^YG#te
zONqiVDak!MM>)-{i{tF-ixn{O=B~ks>~Hf_$aO>4bd$@_iNMHcE0Zu$c3#_mN*}If
zSrr~$k;9h%*x7lN_%M9&W%poS)j9bhG5brYR3urS8wcDS0j2~7f^iA~C(W%fOLaxt
z<a4x1na45(T#oJ(KRuN!XX}kdbu3G?m6$67RnnS#I2QSN?H3v~?cm-BN`hGt^~9e%
zo77dTCaSAr3baRbU#|RiR=3_d|F!}<I$Zuol<!fx4JS%D$-(sh#I>Ft<SF{jTKA3W
z=c$!1Fp0mgQ-(t5R*Z>_M5V0HE>-HN?$KxWlSBg#)CZi8ane`rTB#53*6mB`-bP(`
zvQNS;ZunM8sX9q5>L1@Nxe?DESM`lBJc=r^9f2^6%R&qe-5Z;9;K-eK3qprk)Ek<7
zUyxOitCTbIo1nwu26foW%4!PtZSEjEokSyJQuMEbT)uW|c=GD;&I>gR=7D7s?2OKZ
zL^Bm)il^RKXqxZUu9}}h&3iT$>6Z)QqA1BvwE7O^mo+m+J~%&i&#e~mJZpFwXrQ9M
zs=r%m>0qlfl(fI*wwP3FHi|G#cYj38-M5Xek$oVa5|??Dk=E6bO7RS&<*gmqzdZ;P
z0S_2)2T}wd^6%qrjBp!|;L!v0|HdO@T*PexLoZYc&f<G)Bv<L1Z+Iot8>A9Gljf3Z
zmibOi7FXLA@OmDXUmo}CDb>Bc_jdRr|NB&V5H6G~aUhy^nW*Rx{K-)Wv?+E)2%ew=
z=a6&!g&N{DaC(fl%m{a**0bsm%Zz|c>_+vI&|up<t0mA7y`%4tC^~%`R3}7gjMV6P
zty=wP@ALn#POa6iY++t5h>5yyVY<d_NURJcw3thS*K4AKBh9^Lgf23$m^fL-+&LWG
zN;d!8_Thb1+^tX&)<d`2s?&QJ2JgJ}krrumuv=(&C8c<+UXS4p@YJn7w~y)Ru3r|2
z6~N3-!4P2QDVAiR0yF`4(F|)t4V6;Uf?Ir^y0#_R>ca30q3TCmOiluXA(}rPCtUfq
zX(&JARrjqgieQ9SnT^SSMxGdUJ>B*1dC_llh+k77x}I#uQVKXoy?7B(X*tb*@F0W*
zhTsFdSR?jtYytIwSc3_1+tUsH35HeLyp9^1K`34l!JL>xtRIju`Hj($aUk4Nlht9E
zYmpT10*-w#+AUk(c5rV^xQSL5PG^>DIhsM~Wk{;?5zE@D?Oj!L>zL`YZ3;9I4dC*(
z!NB7)+uM=)xY*M>FlER(qC9C`2nXYqE4TEVAwo?^kC~!Uk-WxqYN3v4;lb?UdaXtS
zKY?bRZ#H%q4k=b%{@0Z>*8<HxaHhOoK11s$qLU2U%-;dvpa(?6(Pp6&Tp_rRt2|>3
z21N&DXJkWQ@y=k;>$n73)WPl{JvJq8tQN1vks?po{xk2MSJy)<tcKW_oKwyY<0QXr
zF~Y0j*5k(kezXQaXFjLh56H;KQoz~iXkLCv=6SU;km%jgoBY`9KD|umP3oFbfcX*u
zJTMSlquM;t<!9E*9Qh~#N4K6A@%+ZLK*H&H-RO38G?rfi#;{Ahd6TPk{)%BOy|vD6
zb!pP7MTKx{wxz|_*B6ZQu=A&zqq~KU$e&IBjVyE#Kai(jovk?3flRp9uHyUWF47lN
za&*w)vF#BECSAB1o4p+(k$gHYyX@;5R^VH+&01EXu0$fern`Cv8vU%9(yu;gj+(zv
zH03FLGwOp2hX-6*XMmKdka>b40fj15YcvLPRNUNjT;%)W8TlZg5H=d-<fFx8`o1fK
zg)oGncjb2*WCOoe>0vRw;AkCTcYqL}8Ys=Z`&!s^#UnA&0O{D2_kO{X;ZN?*2Q$X_
z;q?UOpNRb*+D;JgE7%H=^4Gi&F6}zor&pn56cj0!xJttd$yUvgYu|EM_Bt!ye$!rG
zTOTbL$(AJ<br?wC9I4E+&jk-sZt+=-<xJd$nh|n|^eNi1+~QAOp3A(KIZFZ59xq}8
zaLDfq3-5(R4<60c{s{a0a_M_oZ9Jpx(g15wnwy^O%CXF_{!m|{?Yl|L*x7e;8w=Fh
z55!Un<2YaS-Q{!M&pJIn?>iV0Ngs_%FaAO9POEAda$~pB$0m$`Q8N2IVH2zbTi*Ox
z5yh@2?7Wg_qGW`AERFc~c7MU6wn4E!5a$^(7<}c0j)Yf_ztTQ7q!q+50AnLaRy<9V
z^&X~C95c$YOLxUl3u^7mXV64lMe-dIeG~JGoO9g*`lwaHC9AJWJX`F*)RdZfj5c%0
z^O-sU9r`2acWdsVOZN(jX-^pp9x9jO;HSz_>aMkB&u>i2@)vsC4LkBZjfajq@&_e`
z9O5YW7TX(YWdk{#)N7DmKH*Ia?2lBcG%l^&nBf)U;{xx?=pe~+Ih_@4bP7%Q8=shZ
zO0?uq?}+n;3ZEY-CX&c+m*9mg2)duK@sJd{tj&HDMk;1L%OeIO=pde+H^!Cn8Y-Ba
zn+KB(!p~oa=oDe<oz>+yU1WPY27SM4_~7c2p0CNO0!4M&QbA_)!bL0WXfWyRPT#zo
z?5IIENlVOJL|;9ltR<|~3xbqqF<GrtqAOH26kZ7{HQra%Xwgr<i`mPdAh-D|QhIZ;
zM&b3Br0lNsnWhHieC1x+MOz4glm!SIS=<K43cs<LB~8SwHsltM#&%rDV~UHnVswm&
zTwBD-uF{6QpjXQR=*J)H*=1-nOMG$fHfsR(UKa)t*GKuqKBdL9eYPUT5r}T#xqGna
z_ek}8<;;*r<{HyVPX%nCnNPc2l<FG~tlkf#R*OR~clVCsbi=Ew4im?5pU|{i?Z@YP
zzhD57Q|5*H$q$M0w?~$-vsW1xbkLUc3C92k()<&MY9}|$y!-Pmx>#*OSkq<;U+jz@
zDdgZ5sbCnP;%u2VJgGBIDRA!MllTasMWA~9=h^@#FW|AMyfzmg0J@GhI#;|u2pgt5
zne}XuW$6hCBfV>=u7?SDxTzW85!X$`4#h_~Do-&v3$1&A?Y`QXY3ge7-sEySwWh5!
zXWPIO+-HPWLJa4cmwhn^>6n>i-V?Fh#}m0Ml^h#rD@TQY4knQeCT0Z;0bfo$U=lRy
zY_lt^(szZ6DmrgH<lT+mph%RA&{`$XW_3{K%&eDq85{nB9Aa=v8b-=5<^_+S1=->#
zlC3ALvh-jIAN{^&iV@1XSjyL5&1Ag<V!y7-nk;;&;F%IjRgAGX^Wu9E-ZIb(i4=47
zI@ws2LS4<!Y}}A=+6x6{1hlYuWCTfclW1HR0qGL^37$1u*iPQ!{C;<ey=fpZCHB0e
zpKp8k)eS{-OZ?Ugd;X(lHB92(lH+Mu=Pj-QFd$w(C{ZjBzJc9N#v9lw-N~&JTnl^H
z67I?pD2}bg{~y)XF7j=zD)zIAb3`d{ej=nuOEJ*k3vE%D;94O3G56-xN98vZBvH>w
z62-CQ#F6p%yThqVxaNEjB(XnL(nk=3p>Iyp_4eh4PpA6%&=tHn=%3#vh7g0so9hdu
ziq~@Ycr3M}46!dQU6y0jjJv}q_xJnR8y<84h@@i@arOJ{i!u{hKMl-yLK=*N-vxiU
zkUpe#n|3?9FRHXyx2p@96?H!8mH~PHvSz1!o$X$drZix8=t{lP=c5#r^M5e0)Y)pa
zv_+;Y8(zi+FKqH{aOXW3-Oy+-ooaTM^hl`{wSUXf>Gi_6?NB9uAX37Qx$>aw*Vtp*
z?e9-}QyJn9J^T0sp4NH|oY~Z^7d7M4WWUE}{>;5KUaMDKG+9vYDl#$He%N*N27Zc^
zr*TnFpjlQsF-FaRn;!WJi#xw#&^<}odj1r`ZjA;1MfVVk^9S2B8`^a!mY5OyCFYb8
z@n9fm(}GCoJ)Zg(1A<@g6eTJHCIncu*l(!ba!tFt)_cdtaUehx+?b8#XU`nVo3c8w
zT(-iIY&XX_>ui_b-(}NQXI3p_1lw6<4q5li#)^BZEhd#47Q4d>%7RJQ+2oSBiOjdM
z!MN9-wKka)!fxtcNQ`2cjCk*Io99kURtJTK5(UB{^3_V%04t`d0(~@I{wlbyK(D3w
z^z>A{&p;sDxlQq-m=CJ=B7p7r7Lhbhk=-`^Xj^^w3US^Jr3rC)Ub|I^y!-W{H<@Q<
z8Q*FIP&JydbsI(<{y4S=D{=+frJwli*VUJQ3XC_qH_Ta`W=e*GWq^9UQS{le@wI6C
zMqMF_t6*#=A%lGGK}LUHEK5%9nvtW`-u-j<mz?FLYb;xOK_&Yg@?WedvdhusRqq4!
zu1`t$UetPiV+wj7qIfj?`e31UH=2^FgvGgWF%{cdKA#6q@yJ}H{Wvu~IHx2?!7Dzd
z;N|yUJD(_K-Q{sDL}+<3t)#7k?&SR}f9_poabdGO{t}SO22&yRY`Pxsk&S7-XSv@u
z<JRtjq{ekMjAFW3iH%~GMQxBGT2T0!K)L*5OySIvOYirZ=bSqf;9Crf^<pnS_e;M3
zljBT>Q2DAHE1skXvB5u!XKVW$=MPMEIow>93E8f+a@ScKrcb>O;_fPhK4lq=ZhvJq
zp=v+L>9N{|kCdm^;<0{`ojGV@v8mxGP846Hqx>;+V`cdGo9%k*Qw;RuNU(cD>dfUc
z4qB9XSbao{wrlN7N61Y_xSrw_2^%FNJqwC#<Zx}gojICN*-4`|zn$D=NP3Qv3RZ6$
zYtGVXnsuGc<E{j=2wyT0J(Txde1#L$qupxkQxTb6LtQ^<<H4LbdZesePTjitr-V2y
zST#urx$3lyQXlRz5i;Vhmh?xank@ekSq-^x<;!~W6LEd@p;}ssEz5D(rmo#{Jf_Kb
z>PVw!LYHpU&b4v$)B*@%&e`vd+T#R;!aU)PN}ry&HD`O58C|}Q)bXT@ZRiR%6#INN
zI`L)M<)+;aYkyQtFRz2!VxmXrWGXYbmL7hWkOPawbgY=ws5>lH(0PA+i|79RXS(i3
zDo0Iy8uR|sVIj{kIVmCy{unlz^$@Wa%#iji>w}0;2)xro#E!?}H2_RK`p><K=YbrS
z`PQ`P0^WB){x3=zNo(S;_$+;60qbG&7qjbF&+5+U6z9{kVvK9`N5QP-V5Znm<q%2!
z_H9CcQZ0A>DW1x8+IF#PrZ{tb_(8((@^N(y_DNVC0H5z6amWjJlgNq~o%B*GM+vK@
z3Y~j9)g9$~C7#L+-ywz+6NL8*ZpQP^9UYqT%gKc+dl0vouF^L3Yr0eYy<Tm2BF3Qw
zRF+|e`=CPJexRnq<h+aO@!K~7H<92~ARf{i&CstPa<yb#4WSO9;8VK1y4v~yAD;ur
zE}mX?!FRek77+<)8BEhHyFg{=yzA6(0I2WkFW>jRDTuHNxgJ+CPquirG+v)?*j`^c
z7r0TxFe-}AcwB5D<30J>g4+*ABZZhJ5K`p|pDjf*Z#3*QM-LA>DPEYQyMLmprokhg
zjlM6(#iMfJgN7FeM?%wF#v|nr#n39`qNFI)tm+dBGW$u%|1N@@$5Q<<YVzA}pEQ;e
z@hoSXi>T;8VEmR+bc}{WM)&g5bHxjg1%gZ?^9e(}4;qz|D6?AFg{#hLotdi;jiv`h
zmG&TIuxqJ#$*f|<h18(-9*uX9!u5R;1)VCj$6_;DSm*RT5?z-=+&$GIc(Qw#Vk2w4
zu1f{0o(eDU@ZgfqH`1UY+4s^23?KbEYcx+d3rgB<!V8V!ve(l1l$HSY#>Zmquf}&Q
z@2}Cuox3o&9#f3u?w~ViiDU$?u$R131(Wg!o!3%)se>9$K1>=;y7g!gC{@()$!^Uy
z6S0tA^N8VEN;y%z$Z*S)ADL@2zz{E_`_<zY@-&zj!&g>nNa!S`V>Xg8Ab0*-_oD8?
z+lkEgg^5S(<wZ(o^`Eo4ce_+SLhVr0ikl{DwtLF+1dOK}Ye{Set_)h7(@jS<+e|T#
zp>`q~>;kG3k%r5djEY~ILm4cRWm*)!;Ot3>GpH(0Rjnrsr0qI-bN96J?|3$6EFIO{
zK+iJU>|(7mHA+ku^jft%E(~9Kdq5q;sUy`sE_c9f3=@!J&AB)%TfTl_t+Tsd7@b-W
z#yryznywZoXinJ49xd5fm+nA5@xpXkt*iPyf7gz}<)pW-C(HTaTITVY7~(d~9ZuBd
zV6j@w8cQALou(5y$L%TAX$h|&en^~nDV%@MpQ~*BR|^sV&WZ+9zthev3B+D}!@1D7
z7Gf(ETr3%11O{x{B|mxVCNFeae&#Og97YEFWaY0<^UD2B@6aG;ZTo0483a0i$hI5n
z?=@Ogjw^y7C8DdrONpfLghx~Xai*gDX%7M4x5y0b30OiAd|~vE6CbU;y!Ej}4xobL
zK-R(R+jXZyS|UI}%-MXC_3SM8DPjhec+;U%ZI$Jx>X*W)C4J&7aU9y5>*}#zQtP$Z
zZdQ4t$izb)8m!_3MAwRp%zG%+)*g|Ysz%!!z#ocZA6%OLD1qKmP)VP?*F1au>}+_#
zK|M^o;|~%UP(b(qEbjF(r1vyBAJEa!J*g9bb_o$!w$e895>P!5D@8aFvup3jfl2r?
z@?b5+11@8Z5#a>AmbTRoktWa&i{yPtNl9IvsN3#JvX$mOzr$uO@?GnO@g~<Amx$pS
zD?R7UvhD}=1Kya%A91uF&Z%ekL9LU$5?VJ+4J=plArcCRX1@JszPK&d=LLhR7bsZ7
zl@vp%0%J5BaJ%kV&+e-xBm)cz$#;E`9q68?!xHDitdlz}H@Y7`epJ?TdgHSfO<*V*
z;$sK)PlT!;s?!$ZROHe&p>uk;dxl<K)Hskb($F)b7Szm@qy)!!;;h2^O=y>oG@6R2
ziY+zYi3-(zCL5w`cyK;%+fhtJU!!(8J8Dh;W~PBGpI++Rz)9agk2YqF@~D-x81ZTU
zO1yf<(cErWh3&?Q#l5o@G{Q=`xBftDK0SN-8KN8#Q7~_?K&UR|(oE@@DggEho!Gu^
z{wiCn7uFzx=otKwXkF@im8|W%e%nRe4vVTwZiVppk3<_98N=e(sTgV@;u)jM`*|I<
zE}m0Z<kmla2{|;!3ZSjCUoUC!IXcCgzOVEDZfZG&)(h))yrfqfN>@6IO%j40xniqa
zY+s%(1hX#zK$b5X*g+us8s=ZD)?$Q$!T5_d0EZ{GLtrp>Gha?ddI(?c9Z^9M%h*i1
zh-G|L#YwKm+z;>T9kQFNiu2m1G2cz~<>0)XDU}e3)p@d#k=iWVeXnS23YLhp^TN!#
zToi8x-hSIbGybZUtU~-m8VrskniXYV)~?tnF=7_U(uCbRlxJCVOVaAvGJ`$KV@6p%
zZJB2#lqVMZe7Q7{&3I&|mFfJ}dCu<{0l8g2q^h$BkLbh#`{lv|-l<2wlsJn!ZiKN&
zx4z0V@R~n&wn*f6+g<)->R$icio~O?cOk_m{cVL^SaD_zwZ~~jYv>($l#T$rv7b{>
zUX$o^=Pp}SW8Y6`Yl|B%wi}4MIe9%Z%)#nZnOr!RWbwU0d5~I|NSFP2-Z|k*=$wZV
zHUTu)v=kV=sH5v~(JpdDH!q%tzDi0Zlkq2xd&X+U>=-8CKfThW((r0$@RUbr6N7Uw
zr4bs8GmlPyOjy*w9RUdUT%$u9r&($E#nT<hNlc1+18)I{@9Ma!t#M^m#)>@ul7G+Y
zpp)s477+a)D}n&(^X<s}nKQ%LVxwoC0?Is)hn3quMC*J+OUppLCRqK0b3nb)Cvlqt
zYpzLjGXeu&9x+p^K-hcIEl$Z=?>C&7eV|-t1F9I8R{PYybV2zG<)Gv79og~k^5;pi
z1NcaG2}d32wnu&Tk5jo%cw!b{e%Q%<4dw1v!eTunsf?Y&bhZDo<e+G{ONXH5M+%TS
zk%)*0QF({zn=<`2#6%7QZ%tHW^3pnPhCm$QtHYPEemq{(&P(|4Qc;H5SE6@!PZz_r
znqn~`?>r%fNFk%46^yT<vl_}<_j^qXbQ1HsAAI5AazB4(9~gigO3w4+>HccEXMO-d
zPpjbh$&MA1T|5M7QA{w3MQuvLHIPErX&&YA;KLz7S|OLi(vY_^aOkV=xr)qK&nfGI
z6DDiT^d8DS4}|kr%<Cewp-?=q9z4>jL|5}U$oWjV22x6EWTX0<kC50RohPV`KSwZ0
zbcK0MeYqGde93##rU#>SGr8Ld21pw;t6Y~&Bq$b5u1;!I0zM&KacG+yc^v8HeJ}MD
zR>t!`Da48<V_l#=)x>;RyC@Co`W%gBJnCqbdvEsSRGmq&DssY+u9LUgBD?T>UQUJK
zFpYbp@<!^b!cX>;arPF^!z==$B^D*k`p}e*>uY!wkW9^uW~H3|#d;||yG<=2HOd-K
zk0{u1AW4t!mM%koi-$^Vn_OnES7g^&*u|9(gb5OzGDE_E?xg=+VL^}MT2KR3sx8c8
zH!R(R*N`p_fIp;J)4X=q4>;Q_1L?J5ext2>!zB$;*EAmERWd-)H%E5R=Jhil&lh%2
zKO}LIC5Jz(+2iG>#%Aq7isr0N6!uH&7N_M<652$-eu%Y7iwitUdDx!pwzo+$ibp{+
zcQ=DjJl<{pmmB@})&zIS$0Sy>r|CsSvUt7T(&Q@kk_%`+s78;TcHa17KxPwx6LrO6
zDAcHTsi@qeO_;V&TG-jt@Un%{#bbrFwj&$)BdhPd^_yo{c4g-p*Vc0sRdFs`{Y+>S
z1(@7ur#0J$Yu}i8m<+<?UQ$JQeM6pefp1`WWAVn#&l=OYb&INVp+A~&UQI=|yeE&R
zpDzXT$3S)bgYy$2v{nr)1Kc*f`R>pvi}h2E09r+PQcYjQoWk!7HTjZpAukvnwrDW}
zc3-ROpf6c6NGt-O23O~`LLi*qMQ2>HJ@mtr|1U&uf>a1WhiahBXUNkBDP@|_kHZ-D
z5bvexJrSid=4a>x(GVn_l$Fcc0UA<K%1SX(lGJ@PG^v{FAD;RjH|MApL#srp*G&7s
zoLeJZJ5zK{j$i2q+*0FTE8_OP2>1lpKcxQjW_D94N?CG+gU(tQj`Ut0-P4EXPTN!p
zV<*Rd7sz|%pw}{YN|}4q&WAglNFDp4@*|^C?bE*V)9{T{Z+Q*x2AgfOU&(Hut%Xgj
z@8zo&neseApW>UlzGD->*Xa++q3T9bQh}p~bJlPUrg55>_f0W??0W4;pq|*V*OAf;
zc0MO^8u|Ch;E9Li_9Sx^?>v8;{%o3Ada|wR%Qt(|SxWJc3)JrsuC6XCGswit(lCEL
zI1QKGJB2!r<;H~1gkip<uT9<yFM1I2swaF~r=E?Z)w)*JI0;XB%_|mDc^AZiFzveR
z9kdqm6Pg7S1pIjh<Lv~5e9Ld}66rThwX>2v2^WKRf_NRpLq|b&>reR1O&~@OTL9YP
zzRT#4t=iqDlsPS7I;%tNG#;c}|L*PDSc%@p=_Ef=Yagf6X;sxDc5-<(2nQ6VEfp+0
zTGVHwPi)9*x0RU6L`7zo9>eJ?y@D*6pf__R`>IW+eUsRL*ii6N*9;?%Z0Fbqb)~NH
z*o-~6b+P2;ik8JA%#P9dda{^6y=MXg<78Zz?2#Ij0Pck$et*)K*bw{P*fSYb-0Gr*
zU0yzM?05SoDMID%WVD?UNm^R;E`9bj&;1v1Qye3xu1bqAC5@RXD||f19JbzTT?FFO
zPVGad1~~?35IXjFf6z1zdn?ykzBTYC4*qnP$d8nX{?B30b1=j~bk4c@-Jv+21(FCg
ze!+2NKA~T0V!mbL5Q8Vq!x$3bp%$IXQW{4WuR-D6U@)!~(PO08)u@BXAQAIIG4I*E
zx8q#%)ctSX?f>EfgrF*m81g=>54}iPoNQL@8*>PHUj(EYd5}c%I6b7F!=0v4sw3`k
zmO9ghNZ?+;7Jnv=FHv=#Qs{_Mi?e-$70SHDos@uSEj*3KEGpH3%EkBc2N5tqiJeW%
zZ(m~_8Z$8O?*A%pe(-C*^>L}(#7`u7C}pVK1|#fUU$Gq8((Vigy(K3W1&}Tb&udY9
z=}4LVhCaJsV*O*SaNZiR4Sgk_FhzcQLuq!wZKP0#(q7)4@4u^P=P(e#{(;uBJ2d`)
zfeH!?d|~z0Xl4R#xI5RzWj!a_ucY6LM}m@-Ara7bbuw$kBx`E2&>6&KGDsmtito#6
z(}jVzO$Nv!Rh>yfzYqGLGS>%3y0GpU#-qJ0XX&?b&&xRpx&cZn)<t%-nxcD6ClGFj
zy^5VBa(zk*Pdyt<6&U4v=4=RhLd{zFbr^gzZB$b-CwUv(OU6pp<?MYi-`uF{FzMAK
z;3v_ASA3aX2;A#?*CE|;Sl#l?r$PN|rg+GQkG9qwhG!S6Hm22EX&1_v@dZra4BfbH
zAq3UCC_+@TzRBt_sL%I$^7NFK=&GI-rI9jxF6eAvd;@#d#x<JNQ7Wx!VKw_c_HD<)
z6D<1%Atsfb4GX4p{>p6IpFOeNTH+fuK2@Mzcfu2KToOviqc0e;F_`5?y4)8Vt=r^6
zKT)L-_;ovye`NT+IVzcgi%UidUhoTVbaYztXpPIcfhsgOf-kC+)!>d9X^e5j`pD*k
zZy&Af3#<hJu57A)4f|H1=fK_W--%&00P}$|a(?`v9wjW~8Zs=V&d?qglJH|%so1d+
zQ0*_$PHUS69ZZw8VW?A&yYP}S&n>TBu)ZB>Du0!dKBLKmR+AQo*fo*%@JE8OxKkmk
zR&}nawM=`9)pNQCO=M`7(_$!(G2m`Z(a{-aT{c+zPpBM2{vS=o?j3lRFX=>3TlbKb
zQ0~c5_>Ix>h+jdu@sC*o%H=w1y08fChwVz*+}g~x_vXdCG115-Q^NB32Lc{`eq|&F
zi9JO*m1@59h_j}}CBKJK8)Q8S@$C#vf9bcyVOKtO90u#Db=%9g?G{Z4ck{RIOe9ay
z4~<~V)yjS2u^eJha#NUsW`jFOJM|PAXz+)Q4NMHHygvt~h0lvXbde3=og*K_e2{N8
zDnUteISRfAiUxY?V<jbE0ZH@Wi0nFC<!pbM711k;OpFe(8;i~t?d?os-2{*41I<b)
z2-_Wu1@DhfgY(@Tfn&I3w<iw)PmR@{JLS651oquqO%fL@9<p_w0zmc(EF52Nn+Mra
znm!I>4Vx6QDie_ap%v>;9vE*t{qW$@HhL653(e}+_-}`^y{Ct9SNc}adW(JU!|xa`
z-B3MpOkBT61HBiG-64@W^eg8o7`S;4DD^H!G9VJcG~%Y*@hcKDGOY_BXW{ak(vQ_^
z>3)&-{egU^A2xsmPLZzEWU(K%VoZ|r8Z}e>r9!K13`@!JNtVXO2!%TphEH2UT0g$Z
z+9(j=Wp-floT|0)H(F!uO&4hqJo^4J=omO@Ud&$3tuI8jZzk`FNrl69x&=Icg;ha1
zewrx+(?Dhx&#da#EeoqPhm{*ta^JZZ!?T}baZ*&_Ogie`4_D7$PoCzkOz0d@BoMF~
z*hrpx3IiiKBm#uQWDIrgs|CWFAs^9O@JfGV=sBw3+ZXFL!l;EPNC<L#V2Am$dE%g)
zSDx;9tr12glz*(}x>beT9#1Erk3t}Y3d#`+2Co`CuIi-^i1b>8ek%cbn31Ch3<px{
zry$tcFXy>-^|f+>=hcjRH|_hLe(Vxj&IT2(`oPHtGIOe%7X8W2y<&G(BPsao=yEVN
z{-oR^MEz;z-UFnupYDFF@w3J%UDNDK(&KFTRQ~lg!@(4r_JcB`?tHFVgH|GmoTH7g
z{(_R`d|U>(Bsz4G1@jTull31(EP!oy%)fVC+^HS8d*?3kRQ21>?}>;xJ8Nb=Se#x`
z_JY_xJpAHpyJ5#XAZ7sC*_wO>O6<|Ct)htnJlpe`&KdlNnENBapgD)n?lh|K@>Tri
z>^sZ=)javh@{zS5SL{`3Gm<+xOxfZgfB@<-qQ1w5P4yg@js9ELn<QFt6Zd@8pKnij
zy7nIMH8O1@2>RZGyqT)A(}H%2GLL=md9+Qk>XyNEeG%CBPW5#Y{wkSbfe-%utSgB)
zL)K14vs%qZYt$zKpOxNhjuRRt_)+?a7s&RKg-!E(jkmgPSIU3Z&Oy3j6V-rcl3t)z
zk{_=QHpwNvu>)v(_SZ^Z+vn=GLr2v-v!9VjKER+{x8$7N>nNt}RSE3kPM6BgY|qS%
zy*Xf-f%CarYZCEG8zjU9^oK6ldCHc`N?T?IXcMD5>N5^OKf3)TB)`PHirH<`{@_O{
z=c*j3ie#1q4zA<VK!h=@T0N-P9VFPmtldf92z7N{BmOrR-sS4d612<7vp$xR-0Djx
z{5!ODm~PsBo#LNa06&xgE3?u@`;Yy=A4ox&U|kA&4+wm}k)A$h2sXT&S_@`I?);LV
zo~O~`{oPWT2`g$b$^zqga^*1dgFuVA%*7Al@Mlu7ufyIa{!xJi%7uGrUMwI`@ri;;
zGRqO0PQAKK>zC^vMOp=dTClE2TFD3P*pj$Js;P;%FQ^TK0X-v;p74HaJ5AVK^Za<L
zpl>&#K&QbMuMI}y)qqBD40|A24=OwFHh#!$wVcejB4SzDP1M^LGy?8{8OsnWknP?1
zX2p>4@#arv_6i{Xk9(4i<~px7U`e+o9hfnssJtY{S9jwLhTbSUT-iT2k*&$V$^PN~
z>OuEPDp(ToUJX4;Qsg;l(l<f>hLdmNf$(AIL*2CpWt@sim4-rl$9T_yh4SY#4QpC<
z&%_wUZpdyhh)9(l9&{h~d<;)hK7(k9zRQRPKYCzwHGbhd*J<Z!<iqMgy+F8y=hcxK
zpY@y<86KO6uC6X_H#cw<I`Okjjmq+yLhP^1NFouex-hf`C{1Dh6=O4v3S<4p%aRoS
zcf@9`-koXSeEndD^7iJ9PQNuU7DhL8WGaXYRA^s}oJo;WeQV=!Ouo_!)bP-Y8VMr0
zMF}j<q@(=%tYEDEGg*8!Us6ZQS(SO|V#z01$l5w-#q5OXmvU@r^~@^CF;Qu>NxYBI
zDDyvA&$sXQ(1!Dl`o~H^>yRyH8uQveSWHw(V<_!eagF3EW*Xm?t^jR|Ui=vxB8Hj`
z<fD5@U|QoJ1!~cAx`-HvQSWBU@?p?H-`+=;CR^Lf;d>fQ#svm@PFm}vh#_SD5T77q
z(N=rdGhvCquPKn<c@$`cfPNzYMNW9YjuUz~G7rY&3;$9L&(rw;mAWDbEkFMRjsLIF
zf_T9*<0%PM6~3VGTSo4ad}_XFA_`&9<BpC1P$J1?h8PPTj~ij+OZa9`QVwiz4vnS-
z8tpB7W^Tmfe~ts|ny4}x^&vdm*>q7Hqm&MQAQQs~16)nT<T79*m!cJf6<<}n{u1@!
z1GK;eyuA4LPs0Z~eMw!9HzPqgPJN<Xhn|;r8=;8)VXUJ(b^V*hyp|`SN)1)`mh(S-
z2bmbBYGBVjoUN+zdE87L_r9#2!s_!6XC-Z^{gWp@y%S;eB~3Ue7Wvd$?H4_IctFC=
z5HC-qd@+HKgl5-u82>MqcU8d5<4K|2B6Xcc#W4Iv<lV=+%vv2vo4_@P!aBX6nbvih
zBinVg8)GARXbzy*OCuZCsbh93q*18O8ITE*l;aet?J3UAJ9uC40}<BA47~>ZNn5!=
zkCfKqMQRN`_xSad*fpWglVj&?n^m%kGG1Po7HDH}&!!jjyhg;aW19FE#ejqyt0AuP
zC|sg^?jUsi)NiL=TGU#*M^#7?omcmK4~}dg`GAtHJemg9<*4=Q>e79oN2T*?>1$Q=
zs{O@W-pJn88cmruMKoba8vC>~G{_%?=+Lh;tDiGwl_{^_V$@1OLE#E=jN0M~t#vw?
zb_^~3X(N&h8T^Qih*KMy@jxL>kS*-)Sjc}nF92smaf`f226ZC+9;%W%#5u;$c1<_f
zL{6{s6x>%a?QRKLs=H^Gbtp4u=;S-ajm+OG=iF#3E$Y#-#BJpMkKg-Cs@cPVtPQyL
zwnhi%1dx!<$?4jOqeHGfd<ClzToi<kV&>)rqMFc7djilA@sP^zaUb$q%rt6%<wM1|
zgoHK#KuGMbd?`ro1sH2-yv(R?%@CAsK6d1MK<sj!gQFo^K<=Z=D-GmH1mNZuf}WZE
z!*2@7!7=1L)fP6~hk3BhJG7<Z=KxV<D`lUerKu81`yrY5lCGS=aYz#h+t~`WYUE$h
z-|tL#XcD&UBKj&N92A6;8)S~I#uK#m=Ue#*2#Humlj5SNI<{KA;G%_E1>9t;9E_hj
zC>6RP<g9$6ek8CVGpC#*uPVa=#=PLRg#5}Ck4VTdB{nR)wgEFI%byd``bxi$-XJk0
zZoCP6+WHj;NcQ$a@nkphAx39BwDg<lEu#rKlJb$QG}&LiRcy}I*-b)_mr5xb%+O%r
z!Z(+8qm)k!ojBGR0jDFA#qk-!l+eDCKzW~E$T|GGnI4;%8X$%SirJ6PFI@+zH27aN
zkfAO3a6Mk|yh#Qu&_l8B#_|(q?GCIBs+7?`2^R*XPe{mQk5*tSuT?LsKXN=A_G7{~
zEPVXqaMja{OsFP&sV7p$G5OcA%&Gm^X{58NeH88eww)K3*Ane5vGlTCex_yX5omM~
zh=`|QKAypQIw;~;wXQ$wbwx|x^FvI(7wc$^N)O~Q<gEdz`CV8XXkYqYO;MB|20R(k
zH$k8;HP>j6WJ?W)=-o6bH5fc)QoMg1-U<|P@;-m4#Q$pJ8lgu3{`Pf_KR`;o5ip6E
zp84ag$vz>2z8I#sstGVZe!5|7!57X!i_WLi?B+a*>OMDr1++KHdd<zvam}SjCYa-I
zXpeSg^-!@%^_^W0K<T$H4`~ql^(t1acH`CYWWF2_<S45X2^xEyBC1YlKHzZJRDU~O
znvtI)lID5s{Ikp`fd9K8`T%}0R5Qf89n@B}8=VyE9e0Ymx{&S;WJ^WTbV-Pxh)}5d
zBnYSA8-6&yr8^rOcT`y!<Wm?&3)IxuWuXs(J;p=Y522m4F7y7EhsQE?IYub7??k~w
z?jYB1)G!(D2jdJ*4U~BuM)uhr3}#|p%pAhSI^0utu+b2+hLfIVEfOBll}40Iqjltu
zcvAPelUiCPk6cv}80ybxt$5Nm#9tX!A%pp}G?%^uln+H?UC&Ttx=ETLEg(l7bDDpB
z(8z8K1bg||Flk6qXNoqFp>~U#{Od4}7xuB;-FitlWJT>cznV*Qcv&xg3_QM0XMhCo
z5}5uvFE($vI@aQI+)g>YxahYV5?U?As(>KHn$}>($}3FM^4Y$Q?_Z^fMe10th>YqM
zh_{XE*@}HArU#4@`Yz#c0PNO6x;l1mO7vA`$vPLRJ*vDs{2^1NNB5{jP&lIr78guC
z@}N_65^kg^v$rqiO_K9t;8HE_rt+nV<-^>#M;=gJa}<;CUjNp$?`^@RtXtGYw2w98
z%6N^Q%mxynKjCJZVm}gyi`PU&n~WiVb*0%eEO{>e$Yq<~h1ZF_FwjljayoaKNM>0Y
zu6}s_Li4bQ?Tf2g1qDO(L+5>CKG)+yAVTRWHRvEH=;I=g;zkJM*iFTlHGr13I#Nhl
zl30InIvQ1r)z1WaIYhCdf?J7elzaa8ADxCH{$3BkG`Ylkl7Eu$x6M270kKvh7;0f*
zy3+y%pWA6Eia4O~Y*R&_0pV))KpF(e9{Pg=i+fIAu~c77mO8h>dS1MY$S?%}H(i%C
z`ZiSt-=V;ekh_g<!;Hzjk=ug+Bch3nl<UK7U|=w=k_SkD{Wdgebw2A4`bX=dTrP*d
zYGt}i^z}cyqBux;DG>-4<II`$yqV@|b~YK!S6S(}yOpdX6Sdy6X;^MH##VsVi_T<w
zb#6~@%Xtz_<x5&^RdRv0tYSbiNZDYRXbK8v&X<|T3tJ=%Bc*o}999&jpp$W*^)5cq
zIGc%y9Avx_sl)4F#hEURjuQ__*ic*cq;1fs1Nfd)eWw22;&SV3i-u~_<fNqKGo2cW
z)xJg6Y2Ebu!e`#B&f_*Jf$-`J)uC9Nhl?Fit!FghR>DC+jfRiMIw>9whZkU+G^`Az
zmn1Eos3dZ|+H`ou(m5P!oht5?@zO*hMX^RloCiCm!FG#s+*ZcJ!!>qWH;BO63&O~c
z<5CkFbFJ_p<6r<(<O0$w5;n^EEKr>jE(ob>YS1&@30+dqR0cSQ%n=~iE}Dj@=+>-~
z)#?P=T>PLs+svCSOjvhTsm)1%J$qY>M`->9mxhtz+@7RYkM6C>C?Kq41KH7$f#@LR
zgVpN@Q5p1KyKe_ESq9oeffPbxqQ+`xWEb=*`G(&1$^P%J^#G`#cLnXj{?Gb?h${42
zn$A10#?Kdf-PHYEq2xtg^F{qUGfomzpfbY;)Xtb#-ow!25x`izx;))e^+x~h!<Y$*
zJAH3ED4snz!6zc3cZw!0#;V4ce+ngN`;h{rf~zBDD4Tziz!S<cpWot>gWkPA#m<q&
zXTLV`6u>nT49a~#t7!>6_ajGc|IoUIv`tVgE#UgdYDSySdpvH#NRYG*X)=~YtuKg>
zp%58&8+26fvbs!lR^JwQ3BLT|x8{YbqpWH%@TP{4J?>j@^R7Jzqk07HQSH!&yfOew
z%GB2Ye(<@Sof~6jT@syOQhB49YviLI4h9Dm1w$O9%lKfyr`+|6O`Y|AzKR~8&9H=L
z8MSVB>43JVKjLJP?nl#PzY>^Bw;E4-D?gq^5SlqpKV4Dy^`d@$EIhWsS64kJzB%fH
z(hmcN<Ki^hWD|vQ0<jMs)@#hRvza@XQ(WfXuqEd3-M7kP%!b9tPF#OhtA7%le7-!o
zeVMCl^-V<VEIT^Dcofg7Z*<p5EUp+iCuF2b3v*)SxY}X)tG!bB=N+QU>&_i6-%Kz4
zFS=Y<oGwix%G{ULdSN%@mMTOB?;!Hsind1+0`9*)4xGP9we8|K(P5-Zf9F|Nc9%JJ
z2<T6$AeqXs-by(Z8i@}LQdLsRtAeG%Ns@W*^3R(bhVNAOfz+gMV*U;;Il2azT};pP
z;!(!1n1JD<otJW&hk0oq+?DQ)(Ha_0rUw{rj7X?@hX9mTW4P0kux(S!u6{CCRuoMp
z6T30%`m@4B&7fG@p4!@!L$$9QP;Oqs-9I<5X8CsAJ5=ydMK?T$3RLU{@7*twm*<vv
z?7~xox?1~(E}rVPMT}|?aTPQ^{P`D=hyf}W!_W0g!qJ*)d&6t$Q=5L4Od4UKp#)+V
z>o(<6?JmNaX)ny}1Ox|sp~#D_uCB84?S3c*(gd<VsTUQ^ppajB2mL@10O=fYckKoT
zIY7mjsxO<wV-hh-6>HZKkl&Y$o7bKbjAK@j!6bT*^(ul&42q37g-jF5K?^ZHT^?dN
z!#rnn3_0YTjTvNm3^?}GWEEFhx6h*o49ok8nG4J0jAy~|M70K44(~&Qq5><rmnJ?x
zT-Zw2yTrVUpWgbt#bd9O0B<pJPAXc&^BP(9F&1Yf5(+YsNw_uvuiRb66)TL{$PZ=7
zTpTlJrRYSTXlsqVmX7)tOHDw$^G5dN<8!=x|3t5a$xjxI|LUQ?gIYT+%Er)EZ2#%K
zqc|`9bUKMUd@1V8#J*bsK-ls?g;sD^oHp-k<GZL#F|UKKlGJ%FfEA5-7D`6{)1OER
znt9uOmYKpd82yivfcD?66Y1AOME>*ngMUZ#-Rj__me;@{D|Be}h0Y?(!IqFhl#x-I
zttv!KqywFki)!NT(CJ1=i>f>qdgyl`(L}!bNoYuy8xzI_3XE%SO!K&7^=9>GZ?4_N
z`5ds*&%Iz&eThrz<lN>FulnPH!o$NclTqN*gc!!ex9vl54}0zZ)r1+lAZi9GX3NAr
zZ&787_~(BA@oppDUd;xBEe#{y&8}TQ8=a$~4l!~4tThe<J82c88tgux4WHI0jn`-b
z2+W7<0wB!R-+z`Z1Qw<?Ny?Q=1E%FXLvzipJ%tFvDZ=Yow|AJ1%6Bm15BGUHkfc^T
z)Z+I?e_y=S8S&g7$m|Cn%33|vAu@dQW>^$B(fFCTj<ecCpzpRsU2oe4t{1v#jD7Sh
zKE22kEgn4rwm1=3qi0#*Min8dO822fO(`&vXh?YM`9G!~k#Tz(GUQ1ZWdHf-?{^Y`
zfbolb1w5bD=#$x)a7uyuWo2c(x_8X?0F+GHbTE%7yZxVKgYnMQ@k7u07{b4(Y4~(k
z$0?~`CIx?+zWzr<wzlr~YFOYTyWy<POk6V%UwvFn-0W^#+?81%kdijkn~2awWMKT-
zi3QjC^{uD(UpQ@ya{GGxDh3|^hi1HkkwuT--jM>3h#(e4GO|*5D{$b(AW=8<0zF8w
z+f#04B1dm3z-k%<f}RQF!xI@y&hlgX*3sYJd<QX)sk3!beB(z^bd&4JZR1mCXQvd<
z(q%shBJd`UuwVa<FCx-{EgJOl|5+_D_V<IS9gJZ8lZANl*M*!O|7%MTqWlaIn&Kfq
zH{5%xR|0!y@xAVJ%+Bh4%*<Q{FORw8c_P>Tl--atAfUeS(aVSbUxU+T_+XXrGH{+>
zqWaI<_yF-4`#0$TZP}!VAQx1xd=q&IVrvwu7I&Uvrhla=80QaU%Z@uUu{+Hd@(w#Q
zMPcb+avKmATlpJ&4*EY&HNuPKwt>lyZ1VRnxC2H~49~Kx1scfu|J5k=Kie2Yuhj}H
zvt5=+6mTpCZB9KvN1YA&b4))2*;*t}x`;V!PcZ?#m8v``$We&N7;_%_qe%MCz&Cme
zH7dT7B|Ume1B1ctxd^2Q{*yiZ^^3A%z!8&|42g*{cKw}f|Np*55U{nITvWP3?$Op*
z&BhsY_)7;7(BDM}eBg1pC;1bIq=CAle>g)zC4nFmEkmaHY=!(DmvP|f+1Z-8<wHjJ
z!RnAKP+pI2N`_Oh0=G5rfn~n(&(|u|DujH9V+Z=ZI-;9?KN(R~`oB+;O39t#<bU29
zv;$(D12F=2RBk%Tyf#%=0ovv?IYoJ+fM&Bdj#Z1!^ZHW87oU{$%{<|~drW$6dwwZ`
z&PpyP+pIu$ULIq^V07z3jM8`plm7Wq-~gaU=zkr?EGnbpe~+#xq6QrJ5NR-_f_GAz
z_MgWn>VJPu9@cfbw;1~Yv6$4l+6&zX$PCME7N7OTv!@G!IRG*t8SpkSqme9W+v81*
z*wI=WqcuQ~v8{0b<G|$q{Ykf1AN}9e$qXI-yt?<_SC8YJ)~5US>d)@avBA2Ev}%ky
z1M!tWBy`^UOhOd3F;>zqN$pNY!loSoNQnN-aA9UX+ocz;fJjf323xSQM6)WNg3tDe
zAM00(hg{zZg&o1EJtt~C`uEg=hYzfgXW;*tlL23X03!v1CU77B_??-+A3?#LJaclY
zZ9EthP|6TTaXw$mVFmpR%kQ73@G1sz-YWHP`&OPjd6L^G8_y;UUV-uO2QfsFP%xt6
zo`6H)Z7;L+_i;cO+b;5g+|bF{S$b_GI~$x^r2<vf-ZUZCD4i|PWOTeU%MQ9Q2nXt3
zWQZ%}Dbe31*Gq$`lLi<6Z6uJ5d%z@@^eA%SbMT}ES`MW0wo#DagMRaEsng|XT^az2
zt?I9d3A7Z?fEm#$Dk^$&umkz4iiL!@_`53P$=i;aGDE*4hQZjHni^Y%worYJ_Ob>g
zC2?$PL@T;dM3c#PzlLD|CWY$<*9G|d=bL34etuuA@(NUAfY2HT0~0d}bP>=oN}?v*
zoUNvtZoGNkfRiZwAOCL&{oC`PCTx2DHpFrcgsY|~@sI~@_||_kvHRRMv4ik%+am-g
zy#tdP=zY-T^{@-H=f#dAAbJH*xkv%EGAn!2VU($W`8bE&H@XwBw*7&~)nRmp3l7<%
zh%sGPIX{^)H4O3h?9Hd*#O%7}CF&TI9%suW^rfXmrEkC8r>B571T-Ow$$;}(^d2gF
zHs^zPOE0UQo$DX|`Z`knO4j|&PjM+Php?5P_vvo?LEj5CzKuNFnd|2}6|Xg57lR^|
zg)}IES~xm~br@$n&C~a}d=iHr35zpt8R6C`T~OLg$EFe-UnunEzm4e+bn2CZq*uNq
zGdS-rNe|z}t`z+htEL<2ur)!S```9t0x8zNBXr)=gsb1KRrCk+Z$I&PkVoy`M;rmi
z0F8DC$kv@+!}@>+#L%W2FvR{2PEGM4pmFL{T44yV=i5yux@%uE(Lj4Lgc@*($WVv_
z^bsaOa|D2rN?RRr2;QOQKg;ust`HD<ZiypV<o&*Qc6Lx(i}&)n!)LSLYpdziV+c%Y
zVPm5pId3aprC{j`&urzA{jXuMI%_CJKZuwB6tRxvC{R0t=)r0~x5=U3dI$ajArH7L
zM1154P|59yvQl^f=L?}0(XHxmX~hd8Ct=rBHZpk5QE3mBfsqD^RjOwJ8|{N5vcc48
zwP}WDv!tVyXSYwS={j2}ZiCKa<drb{_RsApt#{2M=R6Rep_^1VY-xTbI<r=Rdr9Vi
zL&Rc(7WTE-`Cz5Kr~K-lf-tEeu_M2iI_f;`KOW|<Fv0sj^SlG8_|sXZ(ERnV=kKzq
z{w`|6D`|lvK&2qR|2zQ-QJI6)6+!Q?d^f}vJl&bBDS1kYaN+|V8A~K$yB!_FJVH}?
zdOE?QaZFYq;OC*27xg^u#Iai)j0G(M$~a>Uj#kcxUnPrDi09%E98m+AAi_@=YWei9
zAw0LC2F#QxY5(xc)_gt=K};OD1lFHGmXCiKZp=dJMT)d|>+OSNnlH8m3hF>cDT5&a
zg(e8ORxf=?Ry)cR!KL7ZqF~;AakC+4ZsT!VNR9QohT(ED6rxz*({$<d0xBg#{V%~G
z@}S5QT2OtjAREy}TZm*xb82s&1Bt239MURQ*1d<X)!S=7V9Vb_A47!U3<mJQmgGQ^
z5`!ff&!+R>fMaa_j}{N$TC?u|4XVCp4K)9Lq|gJxzg%n2<!TbkzYwHn?zXk~cU(EL
zrYuIg)k4dndLsp*SH3a4xxU&5uBCv32;Cy;p^1FMmi8?M`UF~apFRGZVm{3c=z|if
z!H(4VZfeg;!9xYp2NkUyij4S^!cf#Vlhs9i{;pj>fMi|}Sf|J96vL|ZLus|Fo9d-E
zMj$D4#F`t1j45sdh51TmJ_}8;Shp3@0)mYvhc5U@sNxubCgz0V6Px2@5`6BWrG~Do
z6ao&<QE|w!l5i;bmA6}NJY-2AuiXIQweAEccNu6V)|YL1bO|56{|-;`V)z^DIYsez
z|6x!AlA@j^U^&-8s#fv8LqDL=_)>WgB$|-h5<H*i(onjdUs@>+&pi4)szM3nJF6JA
z^f3=KMifWs4m#S~mv-kn2&kyo@bU4zonc~7??+C%`uBLPKTLF^iRTLLwj!;MA7?aY
zNBN`zZlW)R&raD1%lEEWLU`5)sDyr}cu@kpP+yzGkfK!^0vn|itz=kbpp<n;DLXjN
z9mTd3@YW{*28xNe!Vr%qCFJv3X)fzb%N~&o3RGyUN@*6vhN7osps9b937LHstQ+bm
zg=&%_#pCk^y<vM(c#;F^W9Q=2w@lC0;v!&_i8Dfr4$#)c=zRA)&(|1a$+v%_A#f&v
z?(Z*%;`E-k`;XBz1JZv#D!Vkj;(v!AK?(7tf*?pR*si`SxLHJeRB?T%puar0CILFa
zZCDl-7UtIi#>~(k&#tzBbNDsyB?HS>c=ks^0jFPh2AxTd%?OHc7*Mu8dA&bvKL>S@
z0&Z%zT{r;KLP6C$B)8%e(=W^Y@$pv8XI<J$*3<_QPWUE-6daK2Cpn<aCV!aeoOBY%
z2I%v>9zHS5csc{LI=7vwb$QB#>Wa7cRHwnAYD3;Yg)b4zwDq@m2?n^uvX~?nwKpbE
zvJohk_T~b24SeDZvs!=^lTub7!Cb5TXTkW@G}l3z<}%Zs|MV^pNWJ=Be85hc{*7rw
z?=$=zA9@uY#Y_GZf+O~BsR%DG#BJosY70VMeNkTo121`q{_~_q(ja??H9{7TZS_Nt
zziaIwDjpaG=uzn+&8l}5#uoT4$arHXTa!5xqlFqTcfF`SMgUlq+jy(JVAY1rz0de|
zezdU+I>S@~&_knA$UjQ>V=HcxA9voV_nh1UfshU21_i|g5osQ*KtYIqXUeUfL_8Pz
z-QS{p0?0}p7er9h;|>yOGkKiOqdm4t4KD&fL~yT@P$t4)P@%V3<I>B6?9m&jfaA8Z
zfj%_q^!j3lu-35kt8uFrg6TL2r?OY)M}(<}#dQGjXpH`>d>c)Vj9J_S!qa;`<6B3e
z{EMRCnc#otLg7IG_=`Sp3_$zz8TMy>%tiV)D#3PG;MMsjX@D0>-cr(3n>Qeol)GOz
z9L-VFgt(pUYs{tI`d|*rsoD%=ToA}&Dolp*ZENq|Wz|%!Gp>B|RlKpW@xfM9gOSJX
zHE2?hSshF*st*hejs2ez!JkjL2TUJeays2H7k3YYL77iMb6ARLHE1?%qlgqf|3wQ%
z41~Sh+EnqrgJPi05deH6BOGZR%-E0z<Ee;T<sLXgq~{vNNXw17ab>T8SIh!=XWU}U
zCLom2VYfKy@feW2XxW>Qt0E_Ia&nGTTWG0RZs>mGN<FQ0zo^Dk`2WcI?szKy|NUf-
zILACz&awBVV`QF;l90+O*$G(@McEF?N_G^A3PmzXvS$&gtjv&*6=naPC-vs@{XHK3
zI1lgM$9=!<*ZmyV^SZ8=$LgZpc=7&8di*)J!=q-`fOnSuE%emhh0&?rB=jy002^%G
z9ob4L*8aCT&>8!X2%jlT&$DrBG>;o&ohJ0(So``tr~T=$ki>(umx8#R$_*RPMv6lb
z5fLT6AYk??>oYPHKqjI(6!eTo$LIa^=}%%UcSMp16|a#hpHjKP>hfpHC*r5`P41^3
zdb?SpJ~|T4b=tHP*d1PK<pCsTq6ISjjAoUVh_uPe1JUn5LeolFZ+MNu5L%&v$k_-j
zju*#-RY6=HDjE12jm4VSx2LBVGaOU+UVDJV5k`38;o(J>e-A~Q;-#+syx`bd{6H8)
z(dnY5#kkqJ*P1tNFRw#&{@8#!FUGr&mm<W?pId!Ct3d*qQ>*>t2hOZHu<tGgY&5q}
zLgR@E6ZzS*=fqDA2Dtz2u`18gI&0VXz`be2+4I(as3B{rng=i?<_1sgCn;A_3kiIN
z-rCwqT-J1!bRWe<L`5Z>E-=$2<XgK(MZ_%Ogf`sk7J?BP<5IQ>K&F#GD^K9IkV$7k
za3+-O!kKbTiBv^dw0c|!XLJr#y7J{dQ0#m7R=Zns)8cs%Ys8fM6R&TswWP>6B-|#O
z$bjs6%6^^5ft=H<q4e$G0whh6A81f)o}WD*@KxU(&jYoO5#kdmP3-lpRfi`CG2mDw
z!6g7$?E0E6Km>&=E~@lnHq4dZyeU#-fUiKJ!Fje_?0*Wb9C;`Ylz~9JX@Ge#*|@c*
zM35oid;WJDoEy_puYCBNfZemO^P)ts`w&*uf!0u|(;h*&)s}nDrVd;g^6!GT!Pv4H
zVES>`D`&>4eTnH-7v6KyeaBo*mbQzuqg?^=#IGMOuvX}|6dKXSc?Rk))VT<d4J8AA
zUX`D}znH%jIYzB|Kjnx7Og`_Cuw$#-MuPl6y<v1ujfhas#yz0_KK&j;sE7d@Fs<i7
zTtp8v10~URtnn75Muyr?qgUQ8<D>UU1t<)Q?b?{f?E{Gr=SZC-1wteOsY!8CFl~A+
zSO*#}0j?VxMRo@WsWJhy%LCox{@TE&zQBBg;F%Nptdmw~_*1qvot!uhCGlpXIQh<(
zk&%(&%Tq>tkE>ry=;YlG6}n2~cEtDF{qUcd|HBh@CrE6o0}&cD{CjuhBtUE<90Dgk
zW+CcM<|zDE1FOB{8_q`%TZw+kH_f(SK~sTrAdosR_Xuhq8#}wm3FU<lddUmbfUpqM
z?OrH0wu?f~1wi_MmwOv@0Bgc1Y~0*M{=ND^4Nw&jqHb~Tf6(TUTkX>*M(a@+Wvck+
zhoG9*fzx6;Sn1nyin12@tlLwIe-W`*pMJTA_N!Gi-_e9vVshH#CxTZH`Mv3A3m@p0
zL`{=<aQqX#hg|xM0g|zKbi3;=Fkrs1Ut$4l{B&K9bn#t@Pi7?-42fK^QQs1hZ5qL~
zr9dOCN7410%Ku1v&_pMYI)!l8OQYET-Z%IFhG|>p9Ipq89WDeHm7hMRvAgHh#?ZTI
z;iW)BZ(8M7L8!k7qiq7_VHfSlSNoo!`nQ{Rz|9ban!}^F4h_a?AN0kcX;88kV%LT&
zwCBcLo&y+Qpr4`q=y^9Y_de{kdvw>V;9msX+h--=d=jRLcXUY1`$-(4pcCjmN^^hO
z`02T`AlMWGg7zoVi|eqB+h7lMo8?nQ5tjs_8wS}u*MH5il%K6usFSzy2c+@zHqS=n
ztN7kt>%SfAlR^whAbWG+*;mFYwY}#LC~~S^w;*JYV-@X9%o_CA!t;a4Z(ft+#u7M6
z+&^z_rTkBXM~e|E)b=ob-L?u3=RJET@aM6e%4;)&r#))7g=ZwtU()1VjA+T+90M50
zYF)lv{@yLLy0O&3CoSD&Gotger_?;8ui6i?AW0#jkb-*H9?8tif9C1AQ|(-C)@~2E
zLYQiPBRteN0^Vc5>7ewao?DcpIEroq?GeZjo|$PGbajFTe{^1T;@jNZ)7pBh%xOKn
zD33ekm#5;-S3xc`Ub<}WKe2GQB1R!t=o9q<-KVLyW(!TtAg3;PsOa%k=cZuYZO=)Q
zy$_!EJpUg=!s=n|UKUQ^R{}r@*pIlvCxL$kYM>Nl&^d~i0+Pe{z&!9{julxqh&~Sv
z7``b{WpE!mqkuIL_7KoS2Ivq+(--pM72&Z>96ec9>I<>M4xaQ;#$ZXwDO2asPod9c
z_O9yXV`@W^xd@&w8Ql7NR#lqhZwcc5607^~-v{RF0XdS41VzEO0K;n?KzW%SLz&)u
z#?qg!v$K<s)2D#<b6P9;(WhvHESNXAJ036R2N#NOM*Ru$L9ZwVR1!r^x!-Io-uzy8
zB2#4%YMI;;r_w!l3d46shCis7j?_`_J@XXP)W7gt6-~L%f0q=cMz|!6n3<tBmWo$?
z<k!aB+v<LFl22a#G+;vY&*)f3cm-^tZ)~mR5+sQ&7m${6U@Hg)Rxz3QA{KgjZbDNU
zfB#%Q+rq!G$j*i|iujX2wS<Z6_XM}tBNRK(ejG!)-G8u%t;K#_N-6zxEQSzNJsJXd
z$TZHN4@1*qy*{rrW;Fa(jtF}!{qVKZT>MVv#kMW7)Wlg&8vwA;0cyP+s3+)AsO0?B
z=hFY1q?rHqu-tF2?@3TjJMdsL+hp34-5$1@z<WOLh_Degd8P)`8@|=0$s}4%MG9B6
z{qXH}f-CXf2FHg0Ot-(uR*t;8$AMJsA<s_vKBX_lg8Q$0@1?-<)HgdjO<et-mlYPQ
z`t}Z*tgL(2W{(Zd#NV%3Z5KPU`!y|u2}_H<V3Ov)Z~lwF|M&~YzB*Y4BF2B$2?Xq&
zi@C4QzB|r|Wdg%s82Tvg4t;jM1?;f@jFd8R+KYBC6TO7o>G=I76Gi^(d7EuvHqdM<
zkkGc<+x>albgt~&PuG`6BO!afMf2~s806l%{U0XV97*_=NQb*l|L2G^5ONYGIy5JY
z_P+G7tAF=Sm1i5%f42!X%rF)zW@sJX`*;WlhSJXcO#SF~)7T9iFyY$Sfq5SqTXuKg
z5yH1LJa3o#zt1^-rw$Z&<SF{^t$}LUZ)c7qJybCs`QL3y6VAPs?xh^}`0rOcAG$bq
zHsa+g7q>bFebsag?Y6h+kMklKi6aGvuPURhLmIr8>^^>E;^C)BK7ufea?*HP9%*Wb
zV|-rjq^9@mB^e`5ndAA7$AaqWe0hScLmf*u)_*;Gc=h3{-0&&Zs$c0Tj|-uB`Z)Re
z@sG#r1=l{JkqDx{KY6D}Hm<-?H7_3bcbokCb>N*iH7_bDLJ4>cJcDMwTp4-+#?1qX
z;%6@&V3#j}K`I*^`jywTJ<O}lvKCDzA5kO0?fE&)y??9PLL=%<-UqKdZuI`YKL!VO
z{@BNTXHG>1P~dld)TAhl!4nWNVp-F{Yi|M0<w(7`FWdCF{mNL3Y9Gi*xDsEu4h@pg
za$JDoOkx7_Nc`WG{<{r9p`AY%|D9P*YxhzvauRKy6~bs0Oe@Nn{QLEJJ01g&20&BM
z#jl@!fl#y&=;Ke%y><>hApZ=2fPT&^16DE)?KGL>K#~LL!CGsWMU%+C+t|6EXYt5+
z@(FtDd|S?^bxi**1QE#1Fh6vM-kOm$|1rbvZ><>wOA&-Aiv0BrA1Bbgz@2m`UjBwi
z-GKRYALtxipbGl*@OT=6GF$gHe@dOzYi=7`x9*A*upH?>G~{QK=3E@%^<$u-oimeG
z=iklzS#)9UVY;_`^?CUCPZ9quYXF6@R`rcDNAZTNLIo_lSHi|`0OwNzNaND;%xa}g
z;!V$RO>hBtqm6t+m`1V6G(J3$c?r<vQZOG1mF2tsEl0RwwzNP0#`e~y633I4`Hr02
zZUgR3z2sbe=l$1yQf^v?(;g4!{-4#kL;q)Oj3bYd?%fx{=;1daaH0F+Pw!r+nh-+p
zAz}>30CL=1GcP`$E1fQU6;{W?*#h~_1!QcWAma{)SbDyblL@c#S+IUJ^)SsDs@YFq
z!Z1Df`kMV+`|q?wlv3aIEx+sR{d0=~f7Ycr^KR*X8y-IVR^7k#%19$>+a^n4cOwbv
z?r(qzq5twnbpv%{8g6rREee{%<0;Y&P=#9MW?a39u)$JrUl?$!J0S1Sp8hNk=78Ss
z)yY>c9-l@80ya4S)GXIDm(mm$AP9PWYrZVFyZ2$!7$^|kI1gi{@qA;AJ<kuVw6jUQ
zwaj>S7m-i>o{2^j;O)IIk#qrb$1-rL2(f_#7jX+ERa>>S=F|_}%WRKL%nLv(L%fFk
zmX0H=2smYF1G9M#Y;XFm#NVZSMB2CZ-aO%RAUERA<6$Iv_;~lf1>Q*x*e(QiJ>NkR
z#moN|Ca~|%g#gsv%a>$feOJ+|80hN?p7Vs}<`##7G+qj717~ecuLOUfR$KK3ky7Ww
zfXw@AoHm=GEFokho%J@g@AtDuT&|q2rIx?8;+#DQzz(^U_UFR0!4&nR=oUpF!GA^+
zjlrm|7$S`_Zn5X`hvP0!3QCK;KA8%bD*IiBe{d^7820H4NW2Lmnpc^>hmzJN<Sf{v
z7>j}*l6Sw0OJ~**d7DNW0=_X5&UO76pq{;#Ud`GA-gWd6n~G<Y>zmEe&AA)f)J?})
zlc2Eg@$PfXeZN(53$MQjHXnWPKcR3EPYPdNys$3c?`%WRC-mnWZNt(=3ph>}lx5T$
zdRO&(lsZkp^C1vfJ0PsuMZGH<yeh&W&@Xu!G26U%|KaYH?!<`h(u|YWc4Oqd5{ln*
zM=7O_KC$d(`?t_UNI`AFBL_&hw;ekch2}<+>N*#pf}2s6*H<4D(ZtmwwK=Q^_1)d;
zYg1PJHNoUfX%n*B^$aIaj)ujoqjW2`WwShJxKsu}u#jqD2dkHQ*MFtAbSzpa(fmq}
zRX8c80g6j!*s6XN%M{$t;1xH84zAX3V-93IC9ubZDR9_x+@ZV&;s{gWHqo#Tb#$uE
z5Pm#U#uvibT`N1|>8>CjKI?!XoS1lOiYknVT_*2dY4;Ovq~S)A$m<4^TXfA#<z|*b
zXi?73>d=Zgc(xGb)s=*ov;E)K!JOhZ@zPh<<-V@#FHY`xA@0fkU7l>!ZmQkoX+8?e
zL*uQ6qe<VwegLYWg?%P050km;>lc^{d0?I94?|l_C}mbSz$I_qdf)L!KWKrl!WoG<
z2LV<a|5ME@fllRjHC{h(DdSBK9^pP3A<zf%LKbG%vM=74(fzZ200d~-Qk^Ee<l|YA
zjK}arKVD9=37y4HbOJ0o|BH~40E3H~0#fxTf4|q~vq?w?w|v|!bZtEV?;6H*^>okR
z-I$f>H|zi)>)=XFEr3gGak|3<;fH-9L2Oq#o@j1g`s6zecar;9qupb5QO$%Xi%^tv
zv(%4@$&Aug;U_)y5e&h<L&tNT_BuU%oqT6EUP6RdD?sl=e5NlCwDx4u7WzNAC&8KJ
zk=5>6&npF5Q%WJ^Eg*ub8>`m`UHbC!j^>PY)N%RVdRm3Av3kbAP``J8wbw^93VljT
zMXQ^Fgv!KBmI6mh%_1(l!pc5%B#f4mjhWMDI8Z%d#E^MweQ3K+SKuyV2yu?!NV&C0
zBBE}Zpp|OF4Wf^<z1iNJi_NHSi#4j}aX?#F3<puS=3p>pjqrlAWmzG->SqgI{gB>z
zMlDe(nIl2Tb$vY?6^uWaqwDy~TrolEM|oZG1Gfbis=EiT47jVKZa+Z~BOAra2I6(;
zG=)*zj)dog8Gj28+S0{E>?i8Q-GAl8p9E;jvlIEXblP@bJ2esy%%A+z9GckrxA-6|
z<^g)aF!*}1PP&JBDb`|UCC`Y6$$I*np5DD`jNOI?Y&nWz4E_?`eyS|Z*uES<haUCY
znfpLIVAG(TvD{uul5_ebYThZ`hU7zt5%ZX7f=5?v<+f(`!h21+&=~Aye~IJR6AfOv
zdg@chk86ZBad_(GNu2aeOt~rkvYG#QD&r^q{@Zp8n(sS-C;#kf%;A-0iW8%YxNVe_
zHO@r#Vz*#F#KW<VN76dZ;MEgu1E_bWcN=*1Hc98MI+|#ueW+KllYdXX`?f$_7eww9
zMf6h$InCYo>!Q$3z7d;MlQaMK>+|CngHsqX?kIR0KI0`jA?2cLFF<#zzfbppI%612
zY<nGZ@7l9pD!0<_ZwS?S>i+T6nb0FS@|Z5Ia9U2`TZ!-A+}K8(y$>)P>*RHdIVdGG
zNXQcTK6o?AaFc1^p|ojyrGNLAf4rG3R34A);;F|<#BeKUKFZC|RmK$@Q%$?VWV*B=
zwziggvkfGy)ephv*ltDtB?I@x^EerG3+~;5ijc+n)T+6XkKqm3uO4$@+%0gr`2IX(
z!7nOCZM)GJjmV2cjD5De@#5N#iY5q<Y&cYIx<_Qei%({(#RPH<L`nzsea{-%oNN;b
zK23lKt)d6-MZeiveo9Kc4+a?F2!%jK-lDiF8;BOq&wBUrok}QzHz&NCXMN^*%-yTs
zA1yqz+5#^)x<^L8V;Kd@1+yL_rB0i>$fZeIX;k<Nu*7<Yj8zxU%2XW4v;;EyI=n_1
zrNUmU)|4TlAFbeA--CcTAEUa85>c9~^t><_r+v_Iqh<Ftpx(PDzmvVY!v>AmcX#)_
z%al7wr7WgfdUqedi_By_%=iW_a~8(=G_;;Llv81aeVFk6D0rAP1nv{qPF~kJRZNIF
zki9iXXsF_|zTOL_Ee5E`zEs549#{eL0Fc1SO-AKW7R4=o&41or3{|r&^CY*kT911*
z5qXFUlpzTb_0>TTY#?{ayn-MnJ=-d;*&X?MrB5WkU0Zaa`{apUAVsj2X1{~7_j>8s
zka6$~FM&XmQ!5=>`1TAwPRyuTUul*x^%)@GeZUo?c8M<i-{;PB^v`oI(kOCr*o|@q
zlRH`CyT#}40sk%7ceX$cF!z)sK#U)9Pn5w}hMhZ#S<KA#{o7PI5xiv8_SUsA^|6iB
zB^Th(0PuEo+4=SICu&3Kt&K_5{>M)WQ+o>^%aq*of3w&svI5CA#P@s7Ejs0SHAKj7
z6&?4$3y`55GJGFOwCkw?7^gImY*RZ4;8BmxwNWizvaZKyZUq>4`MW2>f_1~pf^*{b
zep(4Uc7I$w)Et)%eYt#FqR`FElq9C)R_^gMdl<4&KGBLoSpj}=Or%sJaa^Px{pGk3
zb`d}?JMLVL8ygE4#bzqUO7H)zx=-=$WCd;=7jY;zohT4B2@Yxvem_n+(N^IPjEC|Y
z5&d~3s&}?ZI{x9F^~)kzWU@wkqYhs!d6z83gR4*r>4fpx+fM)0@g#33zxw0(js<;4
zFX2J$4~4?i6sGC<kiJqDKPq^_&gg@L&*AO9z4^-=Fhl8AJgK!{KJL<+Wu%v(+$#>X
zpFu_*Q-Y_`RL<?0yH^HvncUGNm^G5qdYG`e+ju7UIx0Gu%EP@6@s^;_Wk1c+JfFwb
z+j?el(JvH*KUMn0yI=Y^VSYP{=ZU6h)2SGpGHYe*`aeNW9fF=R7l!Q34WNr<eC|YF
z{k1Ok1A~aY9T``0>wzuUvzEg2g#Ba|3;hu(N8Fjq>Z;r>KlnaGU6cGF2Ul*!f6Cq>
zQ7{rK<4)yT(y6uZSaL4wI>{=ev>U-6o`b;dQ<eWZqNQkn%*<esgwQ4PoE82AO);D%
zJ^3!pp%NQk5_W(+OefR*;zwIn|MpweVB^Ss&H_U(+<|{AvSxp&;E|b-Q8`ozWiW4`
zRhlt)(YiR0I%%Ywxz=X6MW6M0;<@i}Kk|8+OTXtwM$GiSnx#OZT1Nay@5XeNABA^2
zg(Ez%F^J&sfE*r7S1n{MP9sfONJk%-55^Pfb7j40;Oou4{xz85B_|d9yY}P_-cS^X
zDY6g$e6M-ml;W8DpwF1}ao(ei2|_1pi)~YB-XJf1F1-5%Y8$)KS1_UuG6)KV-UymL
zPRu6NGN^DKe0qKDihUbO=#0-kT`E*mcm(jaF8EaIMlxRt@_m+I@7xbU#gbD;OcS3X
zg2@{u(>?W5{OkIBbC*q1YS;cl1pa*B!@>JJDO``wt{L}4;RbjX4~8uv?r%W8IX(8v
zzQqQ8YaFUj4ra?MU%c#$bg%Xjin#Ka>ca9-s(z^N{Z83Onh=xol`elW?}usiT~n5h
z>T#%aX|kxY1R85&VpO-VSgh`e6nkPanr9$#lMs;d>sv89jV1cwdR8wGCD6a=+;?#B
z+T3BKkr0O3$FQwKo72xl|9tTD^-Agu(L+a+pFvmJmvQZfW6pfS_=y0)B$&Bg>yhk#
z9_M$lpw*<=LDkXj7j$Fjff3W#++)W@&dk{1BT(U&pcWAJ<QyFcXftyvumeKhf^~|c
zmmfJggXg>0q_uRUkka*$P?o5?;&e@1(4CJe`z>#5dihk)s+&Cl$D<*ld|t5?0;G`7
z%UM|WU!u!<P2vIXYi&8i$=bR|XKtE758(A0;*ICa-fX&rs*MD)xfUaQvmuF&JY*!=
z?<z&;8!(&A7oQX`U)txp-Xa#w9C$B?{MvN>bA5!weD%H&V(<AHa&|{aYt1MRsOrOx
z0R2Henn^{uSphPf%#r7ZodtR2D3MzD5_LtU85ji6(e3jIXs%M-nAdzYk?IsxA_OnJ
z|HA_%5!XEtA^Y|ndZdd}HxAcB(TO`g)g}vMpyLF(T?<<A{*5PX5OCf{%d}(be1_HE
zyk2NzACYNOpj|u0zq`93K)nbJP?hXBg^#;jJ$^MEdXeXwBXl<?8lKcqCOIhy3pW+H
z(~To3-Mp9jRUHSOx@BrBkW2uS<Xnt@4L+;#KyiG#n45WBQSN{Skd5kI(@D^zUm5gG
zS<HD6MLLYrAKr>xFN7JXeJfvCTmE~!7xcqbTY1^hRO`)WqAZy(T7CvmoQ;;EgAt#d
zRPI)TIDNLbO`MwcT86Ii$NT1Yied+A2a-M|AcC2>(PQKHpjK41I5c+p+N<J-*~eo_
z!%!lg@mWbYegT8g8qj><xs`QOTpFjEbGr%(<BOB(`6LB9PnhIxf#&WL{z7=dh{K}~
zlFk)F;tJP6xhvA+4#;6@11fK_RkBcAX)(9_%I(GTvH?skesIa0H1b2#)ZWTNhBSGN
znYcn8^QgcYhI=y1guN%W$;^=)38aH?OSasQMWtfHAz@8b20^<r3K2XG{anFe(6pc9
z4KaJLO>uIj6rN@u^njZ-cOHgpzLR64n!VCVO?TW;mF%RCG+$;uwSh^J9#fq(M5aBU
zQ-U;r92rj#JpDyJw&YpoBrW4kg)<apZH~W;e!rX(7bTV!FdBbMya?ioxYJSH5CK9e
zefYS9F??Z@vUU~l9EVmO+sP{YHB}CMbLXNX_MH7^y*{2AQArLhYUVqsBlGd-J>m9W
z79psX%XGLSBNlv2)6gu*SYsL~ZxpBU7~Cl`_;~u&u+<Um`n>!vgW{A@!aNU_R}rxY
z9xgMvGoSu|VxIo@4&VImy4CbaJdoBKOPSjxVBe=gLEkJf0Fz(6FLFY)_mCYb>&`k-
z8a;hEnEc_{l*mPl>e5@8m6#hF*->u6SFf(juny*Pcetf4Ofb=Xx319!76<`dODSVi
zHq-LBRy$5ln-uOB^7UQQ@bPPhU5-|YxjG_!gYbO1n)T|<LnaqS?JgV|5&zZaBw=a%
zU<xMQNmd4?M}Ed>kK!TqiEVBDdSlLUFu7P6U+}KNPGs!<@^0cr@AtY5FUV6z3|Xh3
z&Sc!Iioh+E&Q-jAT!*~l@^9&^_1DmsjT|H~BtuG=lrFU^U5k6m=zw+oXcJN~DK^tX
ztGeN~4zIGzO<KioXeFpsWHM7CNM|e0{`hr_;y3ci`Cg9v9Q=L#kP!mjXTAPR{owZb
zU$bRHY}UX1y41T)47hTqc6|J1`J>4U4k$T85)KaIVT|M<S(b*43!Q_Jji*kf&xKM*
zjoQSNIVeatB0`@dG`l~PyN`8W5bOQkc7@%@7;!&gQqEoWz4P+AN29!rOeUU7<)LnP
zjr*yF%EH$67{8|dQ)d+Bus0SJ<WbfO<(F$TOQ&(CqTdMjUwyTRv}Ro7M3fc1$D@9d
z>Uq8<qhGz_8NlMHym@ILT4S=}$Nb$y7YoKk|0a_$<*as#n5XYo*1i1>t-Aj%Zha`Z
zy!1NDn*f!zbeYT%AWFeoTLvQkRgpNfNMI|Ry+w;>t2xjBMXBZw-KSB034|;f$KwG2
zS4;2ekA4=<)_2m}q?d%tb;m~7ZZLhZ_`OxZigD(rn+FmavqtBHM|M-)V;Bj`D$fiD
z>Y3^54`~<W4qUF`y1(Cr|B%DRJ#_!paJ_q%gK|0#=P~hqyC+YR+iWmo`&kcun|DhX
zBft`x<~J);Kl1%gh!lw=>;NH581+5C0pGbb=M47%Ag0OID61{3e-=lL)B1XlnrDs6
zaesth5%AYS?N+yL9_i0Hjf++PS>;mN%a6;{`PAgkra|EhWPFG=WqNTwoKwejDw^GI
zaVp853`>Dj`wpZiXD*#hPt3_GVS&VRsoe7G7A5jpq1NWiA$@lZUIvn%&}q0{l*9hS
z&#RYcusraTX!izp>3g8F<nvO(7E8pm>)bCW?GwhE>&(U5gQ%hmI2tIM+9pze8k>-{
zoC^^La=!u8g=9v0xo6*!k319Zn`O8dPa=V<H>9V-4hNursyTP~jQ&oi9!(`A^PJJ2
z>ux`Y2w?qy=QS$!)}oB{AGTacPR*{=))-RfQK@5(X~3NUk7~I(%9w(EJtm87DQ@Y&
znOV(1j5JTN2@vwreI6XF;D{Ug`XB_@%y#WcjX$9eu?6<obAmkW5an1#(RRDiT!@!j
z7FTb0uF%m-^*vu>Sd>u?&YF=Y`?O>`ooh*rvIe1S3JYj00M~RvJrZ6tvf1<!h8ev=
zx#{$gaea5(Im`<uwX19b7qr<QagFtWa{gf9*{Eq*O`6)}XwQzPS4u#iQZ-_+Y<#qW
zLaO|n&r6=JzQzu7pOyNG8n4)wn|%{5qkMvW?G+6QVGG=}lZVDSKFA>NhALJTBzRUW
zRIq9vY5k=XplCD3CzvJqVD>ox)fhR+@v&~+^vS5nZD?##rddB<jXqqJ*t9<KvVN6Q
z+slr<>S=kRFRsrg&3TD{D(HB&Ehjp7EBE_BnX2h-M8CvwK;-8-t^0d;^D|hTx*JRg
z#nKEwI#hANBL}sgj*iP`@Wk&=nLg2VVT>n6nZAm_pQFKU3kqj;mtRSp<%J8cqhh7f
zG&7uL!39I3gzHU)#~}UGq3iCqlFIl`WTf{s_4cus9bXbj1StCLr#X>Qx!zx==MFWz
zUz~aJV$Wpfy9(ijtn|k*k{-<aeVoeJZNgI~aR001PR8#l3tcK22i4Gvg7rS%;ycm~
zwfN^yO2ym#H2sHm{F$0u<bh0ejzNQFvGVrZ;dgHL7FL{qc+{4!^^;)wnq)e`r85>7
z+{<~RN;%1KLtbuq49)$3XJx*Q&KwG})>C7K67f@*jjg~H^!IxlVKPiL73}&_>5CMs
z`ifJ$md;BP@2J~M0<vjy-B0~+kY?JJ4_;aTeq#*Fos_1cV<ZhdZe8?;k-1mpk6l~h
zB%cD7?{gP=j`A51?@^w&;n&h9qzm^=%F#CdX03+4TzWr!*Rh93gn2c1Xf=|@oV_%4
z0!DsnUe2_~J>ae74a@F2!sTe^&V1Uw0b%`&uIpR*{Ju|8P0lXp0+FoS&SB3cB1H-X
z$8y5i_06s%bdjr^I6ObWswe7=_R?2A7vKM$>|AQZyN)y;Q{|Wo6M$7lvxKgmP+8^0
z+l<OLgd%PrYPvc`ut7%_2ihk$njJ*Z*GD)yK51o*^ES|N5RZ~?b%`E)4m%cKK1{n}
z``x6yY-@8p{7cS*q}qk(0N&`Tu};cSr!ehW9Vb`6OD_@Gv2y{oUvOUIYYFy%_+_8<
zTWGMlLoM~Y+Bb97qG2kNF%d~bL3Fxwnx31y5Lr>_*0ALp9nnK!n0oV_Npyoolt$GY
z;y5NMB2?(j=Z*CnYX}V0&<P5*FB|Kk=E62CwA_WmY)Esv&sVvBG)}$fk@u|<c#2#o
zUo<|ypyID$e$D^&Ly?S~p-02>&j)wG6tu+tJCsu8?jr>p9<yua$bkUQv9|~KT{Rb0
z;_@#c(4@CiH(Gz;Q4Gp{Lfxb6xEQ?Qg|mJ7|Fgf2Mi62$B{1rI*6&b+gDF47$e?@i
zD@_guI(@D~BqST9P0;#1Lsts8R0CQTWJ4h!ppP4@)W7*~WI5;fS;mp}b0Nbx&FYj;
zVx}Tomz&B`sbZ%f!2`_n))-wbm+SIqrDrZrC+z^T^(OK4H>t|{!WsjCOUz>hPJ`tW
z@233*U(&K`Z~Fvq0}grMm>X`?NArC^HfK}%O>3VeUl?~bJGZd6;U=m9`^rS$8+N(K
zEsPdlprCiZOwKJp!z#_|9Q-_P)8j;Ae-G}}@Ih)#z2VM%I>)R1tCaYWR}h^6HejfA
z)#ql~*6?vB?(;8)AEGp9`f5#-*1lyI_^+?1)6`+P7eUa0!wD(7R;SF3vNqN<vb%EB
zOFMS*YLIrm0kp_RiEC1xS;;l~?46YHRZ4&T%i39{)oe&oq_S_?7tSqFfwhn{CH0Z^
z!wUV9*WGP-%B$OfRyt1;wrX;(8vAe#X-oj`MwIz9$n?**J6y3COR#@~+6)j3T+le1
zv*o^UYSDuCA{jS(Bk34Xt}~3C4milh9VyQ^pYG(4?yi;G!C&9}Yopmq^u2taj`>Kt
zT;Q~r1T)gAx`PzEy%2MQ#^ozlC%?|E5cdPv-^0P0KS|m#B)s^G15h;@FgHG%NX4ZM
zlt)WNe?dG%jxgE`#EK_Qi%8&RpViS?`KBU*J&DCtu78s_A=g$h5+wbG-^fs9h{&ob
z;zmhKk~fOyI*o;mWaC}x1Zxc0^ab|M>Q$QM6OyG0T8(#abQnahA!&Vi84AZNl6nOE
zzuIlS3U(2enImt-sHr(?C!ngz5Yz7Gpt#Y_IoM8AD23WD+%AAZoJyX|z0^Q&JwNk_
z=Pml)S3dy{sv!}=EGO9`3ec8T+;+qpOJotEGrapqdYQ#%e09*O*R46StYEijw2F-?
zbb#jsiDlkIhmfwF8QYoN%MCJJ{I6_=8MEF!X$%?NxxpLTn{FqY(ijs2D!EnP`|2=-
z7d`PgVP?)wVf^sf({CtV7*9w4&v-ijEy+fp?{Nw#xAf7C2INGTC$)fR`?10ID;Mao
z$%uZN{K*50JqVlOfZF&+8lxVLOGRU-rnubW^M?X-`_+_gGb_coKODUfbvF_F8garv
zAc$0><duz_zF1&3tM(~pYz`uCST^Q>047?F1CQNalKPS9u0NKJ<E7V@Jby#9&bmft
zgZc1!CG=p@?Z&O#L28V_#4_GLy1X@J$12}I@@~VKR8xir$1WFrU~mu|r4|(;JI@+K
zm)?U~zQ%UPnnLQE%@1}P%#rj${?$)jGjE>?`s-bA9<?kAK`s3Dysu+@#!iI*^01N%
zjIylp%d>3PI~slyX%r*7#>G>``D-ew^Z21JvRG}?Xq|wS^Vm0=4Xi4+OUdsuEqC3>
zI2inL$})s1D(Sc1JyHELSD>kD<i@n0Nnb1KJd{vlVS)H{mIIj`yA*tNY^|$tf5#)8
z!1&8r&&57dXB~f^grjl0l)oe>E@|alSk%ZSO53=Mm^{>eN%RbcEJ%b~rGApLA6UIp
z@*rSF$Er&PB}ZMLM>$$5FH;!mS8_UPL_Mo<-By;?GRxs;El2QV&h2}u)Gr%-v0hHj
zu?Rt2T7r=u%CK_}N%{RMltLB1&swuQta;zkT%eDCpC9<w_^5F;o&NTV^YfL$A(Vfr
z-ZrCly-*?|*hwKvxlv;1^};WzDT`=@iR5{IeO^r0(D^8Hmi>Gk<{48S=N8TPSs8JR
zG&ga?8UGfKzr(*Xvv6FAG22u5vJ#@SPg+oV!a%u)O~*Th#&^necw4WV)zG}vrYVMU
zd<<j1WHMndIi%=gfTKMjT7~H-J9uZ84ndeB7!ig=P8xWmlAn$ELBpVRMUE(xzL7_b
z4a{Loe6Gp+;kPQrq*JbQ3&$(oyv^t!6fHDJ^Q){>#Dm!oIZDhCogDuB1`NMtxRF;{
zE2{Tti@LfjtrRNZ%LY8!5H&o;@xQ}Sp@&{kzRqN{HDDxXa$OxW77MG8;aIqtD};{`
zNHJ^prQ44XL+900bR2$}dspX}dX0C2gAxvd)2zwk>ZI~QoaK2pfNZ+Sf_+v58_!z6
zs?u^WRUk-n(dAcb`kXsw%PK@td~%S_{$n>E)1UsjKv#sk(bCQML)Ia^Mpggm?bC<j
zq&F%XSoJQ4L=Kw7G*S0IINT8tBj;`LN;55w`d}d6B?kSo+&bseB`Obd{W>dJk1sox
zc0x&2kmYj{fBk&P!Gjn9(<?K|0`!9U7s|9F)hoxXlYRQJ-}U4#x%*DoM2kO0&yxAq
zFH^dc+fb6L_=i{c@c0%idP?bIkn+E0EekcG{Hlm6e>k6HF>>R8N2lDSVR7ayzkasH
z8tplfHvZ-@(>vOmXm0Y!6Lu40iOp<|j;E+Lt2_;Lj(j#?(Pz}eBQsy&7%{g_b|Fp!
zE6HD7t+}VxdW5U<BDTyUV&$uizD5-9c-Pv@pB}E@x}no<4|k7)P%=6Ppn}uHG<3ks
zPI_SG)H0EEMc9SF|A8<7&geD-6uI*8FGK7-gcR@Ha>t&5qMJ*6t6_)7-LH;paNAZ;
zXCZmY>x5SmpUwqKn}`n2d-Xn~SUXHgsqb>d`I;||66W~63fh%VujD3b&sEoGD~6QM
zR`yOK*$<C~DS082Vm<D0^K`3bA=V-f#ZZQGnHRRJ4v__tFE51S17#Ut?n=`sEyzGE
zMS<*~M)anqopVs;vlA3jk;IATtTi`yxEDWAV7rN_$Mfu~cR8X{YyK6w^A?<imA_s4
zukz@xeuOC0KdVw0zkYN*Dga-EQ~Gv=qh$lR$aO5E&OMUk(^%{rG<rHj8ok(2(&>oG
znzXqnnW#K+9P%3+wt+`5XjfbLi;I2;p-gANx+`P=<A6OVz(RD;G8MwX5>L`fQ*C^S
z6HCVnJZ<pm>LNG_IMf?Bj?%W$y979~BtAg|7f0De$CXIuC@(Y%Q>Y?}3<dmGzGcUd
z8K!0u<1pN8acP-PPa&<pE^!X8zmtEbjaO&mXBqJIk1{usu)>oA&y;cEupAv%*ILZ@
z)|cDU*vlBLp(=l3&+qtx_j5`(B|lYTUgLR+<52U~cjn;nfhK&8?O}6>de!zXtUkW&
z424Mi$#|qjWmHT>WOPT{MKjO8iR?3Z-}Bw){uPI2!D#6-J&N7^-CtZwO?anKh;p`?
zKHH7F$!d`vcNGy4TDjWJ{;ncf`^kJU7H#9{Al=rLHMa0jLjM)Cx2=U06REM%#JR$*
zlk4VP&eQFB8XIHZz8-fIWlcORn*Wt+O2aLh;q|_LND#BYJEmJ=+SI%pWRN2*UxWxY
zro=wE{fI`m?}R8q=h&-w7jv9s<(=!G2e3E7@U}Hhkyffkg07N_<Mu@KJ0nJGA6}Ne
zbTKpCMW4|s-NK~~T?|=UM5I~*eb?#w#<X8JhJ_OKs^|*>SifG&F1Pad?+qO<%8%m$
zT2|~Usml?*&rY--Un6Z3;MS4HXkjMF*Q2M8Me<uus@RD<Zxes@)*I*})wi6;P9qsu
ze82M4tC@sWw|01{HuZAFIV%?<#;BVVM~Umj-4iJK#`PB-Q%EhY(w@&`GKH7kIZGO+
z3xnk=Jx4_A=ckR1tgm?WhA>qP=89{mg-pg}_;G&Fcr#a7z;ssg?nx=I3t#QHq0x7*
ze3t1Q1G4o4a^Y~}FRr+3lw}d-JDLsoIjhI-tu7vUQs}ksAAaA|@+~voT|mT+LI-b1
z7Ot`vmn3{v>!bw6i4lwSy!T3T98cZCx-6wlZ?PTbBWbk7i7RoUw>P4Q4{95TCr;$Y
zXf}V)GP1L#ko|P_$``#C6!e9ai%08fF29v(LdD6tQ7o3aNoT3qXCJj!b|Gs}exQCN
ztv>Dm9211fVw7|Nrr!nXM-*<CUIiz<e9VUAnMy9q^A|r2-U(+;Pi9bCS_@c<)}z^U
z&4w6?LIjChO5}bt>rb2anYC)rr1wxnAY_%nF7-}yHsI1>jQcoPHoOPiwWk4l))9IR
zGwKjQ*_?4b2J2@BG)TKj(6WTX9i!F;+7+ksqsp6;r0kTB-&OqRQ?&##M>~$f$_0JP
zf|uVP-?vm|q7@3#5lbz>lGXy(guTnV9w}9<@bmWayaKa6e5O)RjbG+#QhKXgKoLY1
z6Ls4;$?_FpMl_rk{ej!ghW@59z-{GA1M9t{;&>O-G2o(8KDw<B2bQ5Fvt7Fyla(5#
zUm}7Rv`SFztSn8o)2glYpEqq4wk=W++3?c3IzcqAr^7!UbrPH%eR<-i0M1C<ZE;1~
zEAT6TRxBYWMAxComdR3Bxtmyu_e>H*`E@L8CT&z{#;WHC6pG}?MSgIzW7yWg6K!_M
z?d*V+II}%dgTR0g6dT1}jFj-%;5DJ*d_*l(uBtqqaB@FQJvE;E@x{u}S1>IIxtP4j
z?4G*nk-maewyA5ueWm`c2rP3Tnx(%5Fz43IUYLf~US&S$R!vkhb@!cVV=2~pdp=wh
zrQhWoCUYQ{EsXdz432su!^Xu2s#h}@pAUCy;o=#shkYEBqPk^($K#zGvpu3?{_^sp
z0vNZ~6dhE0hm<boQ5+02W{`9OKZ%DDn?63&L)rfI{gNjhvqj%ge8hfp$W}m@vQsyH
zBIxEz?)v$%J_Y@*BeC*X(shrf#-y*yd@1uZj92>R?^`NV%S?j8wdk;)Y?(y~;A|J<
z5h?e<Rf0K}lU3e1d3mN+rozz;F(%lEVvj<;<?O>rt3}1hHp-0!JAzkF?RRHrs@v&=
zqo$8hNtw(Av9{Y~9sg>be&V1VuX$fOD8+5N#^LQpAGoDGtxltvkbxb2M;LB4G6->h
zqh5=c9s{~!o2<Vb(%MIn7w2^SwHR?$0G-OE=SS)Vf3CM5k#!tWAAC!g`M{34<)J~t
z@&tJ*_)SiQfjF~u{p2MTL&tcpb%&5+_(}lVDxWoH5B<K%<w<Xijq6HZ`@@=hexqA>
zm*CJ$!1aSQWd6U0E%x_egDS!rm<tZ))o>AYv`YCLbXkYqW~vSma!c0X1d&)1wTm}L
z>cYbxR2~=tmI^LnNVU;bU~Hc&a7<G?k}N!Qefo!3>^;k0X1BH3-Q=z|U(2Dc9zC?;
zuk;X`kAGZaUSIK$zb55-5R&DL&)uS7?r41A(!htjdHHQ%w2Y;NOo4^R0SDH0pAf-w
za{)xe8ucU`K_ROGYk<YL;}~;t@E@9oIqG%s4-_)pH?DmpS*hC^*ywS)EYKhVw!zeo
ztOd<QF=Rr<1E#v$gnsnrLt{mMP*G_p3F3c;{5*ImDuO`BlXOsdcMedLD2mW!rdwZp
zuB9(mx*wGJwVZBA5rX1^yi)d|m#pS3OpDH4nz=?r8Xag;10-lvyJnVBtUXVui7dm-
z%N8Vo=zVbpM#lBNt*em@ot6l@`S7@-+0f2g4Q?aHM_x`BQga<1)f7#~cSvw)E?`%#
z7T@K{f9fpiL$W{XDB2H*LwC-wKg40?Z8VKFFVnw$%0jWP5Pb5`m#IX6>eUnRQyWKL
z4PnIK`fzpNNT2$e0LRcwTc~(Zxib)GDfQP&*1iaxGsMv}GRDcpH!8IDv@*BUXG_#i
zJ&O0@Rc#vOotrL?%9U$9B-a9C>!9KAm#AZBUtW%QB3Brf9&B-Y`)96d=+YCtzyvxd
zG@*#(@gR>AdiHx`k-z>?c|1~TgCo1+>C5lJL%ezsRT`P@{xE6D|C-t=cWazty!>?i
z%G&hP@VWg)@sbB68^tCWZ8!}Lq>qw)KHdH#r@FPt;)wO(9t^^L<kSH3yQiofMln;J
z`8DJ&6Df!i@{pvWi{Nf*+S#QF1X}0=@%rKOc<+Gc2YB}HGeo-akMPz~>eZ8po@v59
z!s?`{m0xC238A9j{=@Z!{<_Yn6w{#Q43w+X0Q1!6(O#8e9qetF2=lXxf>*MPd@lH;
zmk|cG={7kQHNC$YSS(2#<Z4N2)EfaU8T)8|cQm;!BF4QEH&8tl=}9|6tS>LhY(3A4
zAr(@WB$4D$jgvxX4U;sjh9jr;jgW?Uem=sEJ&ANe?@Ly?a!H4DjKfW5bhydw!YG=b
zjUwy=3<)lM$}{A#NheSTYka90`WUq*-H3?wPY=FrBqDhNrY_+N`%dNqt<}UJ072%k
z1dD3fejnwX`a21H_w7qQx`5KDCZ%PeUP#^TB~UF3&*j%TiXKJ3B$}iPA`hX&8cdyl
zi>$Yaqo9N{FiQ!1t@|8t4Bu>8>qoQAFIDhi9}3l%kD9Q_JEO85zIUZaduGxd(nIW^
zs`U!55gbc!SXu!zGfamqUuhK2Q)^;<ur4J=@@COZRLIips%;=?)>gdRDl)+(9LF1e
zTQ%%8`3+9*8kSvJ?L_Sk_14(Th>Ig*sa^zviX+E`C18F^3!%@~R)iC?jgWm-EH8gR
z$>(>ruRFWrx8fQNGAd15d!d8SJ1R7lDm8ovL5XvZtohZDvV=GtpSkyx76!`itTu*!
zYRgXQZ)t?07Q7;+sckZJ#NU2k!P{<_aZq1NKigLVz)C-1Vue!L`aP!kDlga_miXEm
z<~1)Bq5AWBn1C8=41&KV+6I>#_>B$%cDl$kw&Pp>E&0A?=<9RQsoZ=l%r`v<564Z+
zN?|P3WjF%4fS*Pt>alu(dX0T34b{~6B1uOtN2SKP#<=vG;{AJDr$lyo?HAUk$9IFO
zf!BU|Yva53FYXe?cQ$%pB!R};hptzX4H!$o6J5f(4iwc(XW7p`ELR$;wD5>T2b6Ub
zIlJ05_4`~6?9rW_9(#F#j@F)|L$@waKZhbe>-|E0Ot#lNt7gD(P|#442|it|KORZq
z=dXNgXvW_6ZS+gz)!`m}Fx{6O?gqOBBa5>szJuo{B;?b}AndtR=Dk%Or5~(~?r&ef
zT)fBG8^y?uEwH(%x%yn$*I6|C2Xw}H9YZ7z2W>LJYrA`nOZa!@O+<FkyE@^OBfqcX
zXe-#J+}*kwZ3HJm&=FFp9AgJNYkma}2OesV2nrf`{~!~Yb-oD8E&6+wYja$KE|ISZ
z)n=_NnR#2wmYJjH$K~Z^sS}pWCmbcL$sd|P0eydx-0QSF^QbI$!U?v`fPg2!8nQc$
z<g5=Bu{*u75?F%4-KlXqdTs6QvwQJ3@OPDuQ?2uVIqCN<>h83AUwnCABuuxZ>b%|S
z<G&-UL3M`CITP7W!O(O5x*msXpD!ErMFb5d(VeG@-haksFsbQ-GctNqT7_^|P+^5!
z%}I-R!{Yx&Pxnj6Z*d{$6NXMKyf{>)B1x;fNNQcy6JML*!?}d>VwJKEK{64K^^~`t
z%w*^0DKs3s)YozyF<QabVVKyYfotr6KASVLX;ftB+y^GjKZ=qfYab_xJzGN(#1~Xr
zxd(Rf^BpY^THsF?twD2xx~ljay)2c0sB15GGFsHPtFrLm;j6Yr;XbT`mnUzTaGTc0
z5xEr`xxxwZZCFPCS6^lI55+S#s+g)=S2`>fAIf#|NX4|fihCtCb+jz__WEK6Hp=~6
zL(|l>TNbC^e9bsVOqEK1LRpsY2ez$C6x_f?WK5rOJFdlfkHhuQ*jEkP(P-(!vGaA0
zQr}TV1t)!DDI&gIRjW(({I{6z_c}L{E&+;5m3KMjO8YOdhsaZqc110gbn;v@2wQ0G
z|59ms>qCr=uz0oA>oWFmF4wC92L!}B+2BwbRV64STk{{@&EcIF6wA+XwqsVRiI6RZ
zNM<iT;&N?p=7dc7g7zA5->m+-lH%S(4BM!Qd;Loc6*qkgs0}V)-+ySgil!!t`bFN)
zJs8MJ`_a}MaV@qq#6~xorIBUQJJme{BaUZvt{6|eKc~wY&+nFXFoZT|6W_s<-kcLv
zQ^AqT5P33!mj}go_4-$7=JWbLIkE)mtx+WW>D1!35f!55rJ}f&^XUzZ3UIX88@H{x
zLt=MMSg0t(lt(tpJGX7!c61|{4Doc4YRR&%i8{_OxD$6?E5BZ^#YkCr8(*|xVncMt
zQi6Jw7XRyZdbrdO*YyKx`9XLZ8yZg)2L@|!eG**qulKEfAtp~k>*pGKkw=B@k0^x8
zzeGykQ!Zv$Q}rd9-=!a#JS-jlDkC*#xwqS<rkh5{%^XDVrc5+atl=|xE3zR}5ouw2
zEc8eSa~4m-q<Fr9YlPrO@Q0EP$0tt%Jxk6gaus!d-z+a1`H-vQ5S`zl_q5ykRx`dN
zj|h{hjY1PRLG9ZWZsC^G%73C*W2D2=!+RL==SX<#o2iqicBvmbV7A&Ip;|l@it?Q+
zr(lnz&Ny_(ywusWz2#)c_hS#KI8NsrLLVljbv2T&j~>@xdkHe6u>;@ydPh)U3bj$7
zQOVVlz3Dt#J#}mi#Ss8{lh!9sFYv5KeTcQ~kCAY&h}93XIYvcNsV9|NLf6FQda0@N
zaAZY{_2-6U?%5_br+g%K+)TBp#e90zS=(|r*`c!Dwd_pE3EVMksQZ4XQyw!hi9M%v
zP_()AO+4y_MuG68ww;X?csd0hjysI4l6CMb{_>M$pf}7DlZNK2ID7oY#6a#GOd~~F
zQK~aZMYpMk{Q4W@V%J!0avDvLr<;FqP6pl3=1#9g=-Dz@|91bq9Jqux#<d8_o)dRz
zU5=d-E=11AB)KTKR(z_vJ?kM=72Lz(67@@c$TRw5q9<>XO@WKuj&`tMvisb>f;{j}
zG(kI9{z&b?as87CGXsK4Ja-SN`|OLjcoj%=rc;Wi$VLCR9x^Z@ti21PbpoT#f9k!X
z>1yH{QS_=La!>335}PZtyOsa_86spJ_;gv3P{uT~)1vm%4DxHd`+<?^FLUM6@N86&
z{>ZZ%pLW=W2A?5Md4fvJtmC`SUsUj(C`7K-#rL_Re?@y>h58@;3K5t^pGS)!JH!D;
za?n^!zq~wU4ea3J1M)rSkOCe{J_Wi}J=#ttR{5g5VdMX0K>^zERp$>&IgUq?=`Vdb
z(Cnz1MwD5f`-{BZKLRwfZpVv{|G`bwt-AMmG@?NJ*9)wx0uWq%dTOaU4eivvW9_XV
zU+IS#VLk{hG4xu5Bf#IAK5a&^a-{Con}70go+d12MF`3(@1)m1`B|*Sc>;s`$`1>t
z?z}kg(hz?T!W^OYafdMdxY5vj_jOQv!2oK!VD?*}a_9wb3Tr4ROM%-Ow!%}4lCh6E
zo~iN$d<<NI$qrCC9^Dw$IpxvsQf3Ogx&ok0RGECZlUxlv;V9KhW}iWDawj>2_UxXq
z=soej<n_?OZmC^-M(rK)54E-1g6l%Z?vsmU2($)Dy#G(bG-cmnIRAD>8@MT9SvAlY
z&FKWx#uwm}Nru##F|n-lDf$8;33=eYPJ>sQ*WBRYT<<3aU-;cX4%P?0-?jt=Wn8<~
z9-ILF)Qc1t(<ULZ<$q=M0c-jnHC67!j(Bp(|334c>kK7{glco``;*{%L3t=#salBC
zr2%Xjc#yof&{?Yw#Ra-?o(!oz26KmJ3Z4@oM+oP<2Gc4wpK*Fg&kzghx*vX=FaJGs
zK$;1BWsu4$_EaeH?(S}rz#WuQ1o6^)&%h%TA()6DKvqC%G%yFzoC}!w-51J91f58T
zKX9~5S0~c?!TZb!j1noP!NN2RUHkj{lc&x%#Y&$MLS&BEf(x|*v&+dV1d!~?nvwQi
z4*B^Bf{^t6g}p^y9@S1gcuMf1`JM|TB8lXyPd?<Dan_@S?-O`#DZzpDGGg116kWh`
zM?I>u!qY+NdtUYo-~-fc%%Udep+74ET1Xc@s|c)4Ud<G@N%v34EP-!QAJ}P}2VcK3
z(DwBZ_>~0bLFgX(g`ecp_Z@l3IPnE4T7j|Os|%56Tafvw>vR>KRmv^^>S{ELT&sSn
ztdQRz5L<&T@IIGrdwWdcwJliu`#(Hx8ae(V+1o>pU>;DDUg|y5(+MeFi6D7Mc{zA}
z-6ahi^$Osi&`)6PBt1P!Cs8>cv<YlD0-+n79PwEyvqME_8*)!CP)IL=xj`AwUsU`u
zq-?a3OC3Kn4wt=??>CUOk+NjgPnN79c!TlWdPgac9xK$O2M#ovoOaCLgLfY|Y^DTB
z0F*%pN_izdb<bve5%7nKkj;EKG4;Qe@tFq$JaS^~EmntgWC&3XIzo)u2EjT8yiM6e
zui3tj(b!Rnb?}s$0b)E|KkY$f?4a!ADlsh<O+g0kT`U~SxKW)x%dJHgC0MLlYi<uX
zi&nri=j|jxd$dJplkIRDaOlyQWG=9jn}w%k*UGPo7VU8<`%*jlL0{?J3f#SIT&1ci
zaDe6ge$RK$B9zl%;;z0iOiD1wBPcy;o1mKMF?(@w{E74j0^P|foRe84_l3-mzfmV>
zyIo_H7x6B|E&ODjS?0X6FawZZYZXh{nlI*<hO7U<CAX`gCJg1`ceJ~LtA$3yyLIKg
zoWHr?Wm-3OcQZaiAotTY_@H%gG+7qIysluA$y)hW8|a1DhiC}=MoA$+08sm(k8X2L
znkHwlMzjR!AW(5E_(ipg3E*9)K*2*0AU%t=t9p9ZyH5zO_Q}jiEKT)B)h6&lWkZNi
zwc${-hWOTVL)<wK6a`F53DLHdm^{S67ArW!xfFEC_9Cet76~%;LeRVzBnlz{dCGm^
z+}j1G`*OnP$=XFwv2|?$hGPQBq;?Wwgb55Z>NbEcZxkv3Cyzb-0uzDzZy^b2l0?pr
zl-&rOx$SZmKeCJ{$_8;2C_jSfRKDH3wF==-$&a6n%EdkV4Subt@8T0yfA)SdcIQ}R
zMSYu`#BMNysP=#$nqe8MdSV=7I7|N@Mge*B`VMyS-J#&{o<Mhpf>DIKadEtDHr1(+
z5_t3$a5P$h#Vd;_^_&n*S_P;#3C!~upxeIya(<;nYox~=Thn0;n$u5T{dlRark+ZF
zD1?P@lKCGJ1kzD20}lL{{_?5}#By(M+I>P61SW7$DCrageF5dLH-T=BXQw;-)4(Kg
zmdlzJhwK3%l`F)t=F=rz<2fE6%T6onvA!8w^#C$W%4~+;qVB8jkDt^|f{5@vBC#C#
zn%IgePUq6gDSpfJ6#4_fd8igahEu%`FpI9&NMn<`$he~5(kII<ZL5<k5PICmcH{t0
zBv}-z2xtt$B|aJN$x~`17x{Kx(t;TkIkVmWax`q`CAEEtJFuI2126A~0o4C0#zAV(
zj8oM4;nfn)R|*-!0fz#|yz4q=1AT(J`N2m)?^67SNfR(ty7yQW*8~EkZ0#7@^$cZS
zkK{(~{YI_`b>i$9kS?IO?a&<6;;(-iU7JX8aDFvg`dp;2oLf}nXC}2;PsU{)P$>(Y
zWO6)-y`JUs6YRl3e3EF&byF5mS>1aJ&#<}vi;k;9b=$8WPMG#TrFFSB$nO^`wG;tu
zLAdaqTyT{cJfnxS$w>)8IU1Mf?cOX1n0JKy-JcE`zuNN}5)`_vk5#q{e`G)UmBw@4
z*J}>9yr+l|V#s?;kW>osor5G5D@=^k0?M3+;#Y!*2Gdsq<N2AA5Bkp!92$_!o$aEk
z@XVA&fvC>hEUw#*;PeX$q&m=uvlu1EauctEd#?r?{e<pjpxRe(O)UeWdhij9FlndU
z=ua;2A$Z0Kk|?XgOAx{dVrOyOHU%~HhBl6pC78qaYaE&9q0Ad#Eqx#(M-0<|?<bfa
z0C-BvrF&=e(NPn%oCuKihIujY>rptW)rJpkowCa;Le%xoE=w;9auRAjXQ6Yv_4o+K
zbN{n841ZMg-76W!>wDJ5ekVj-EafV>vKylE64XwGpa@5Wd;#A{^=I$Ff|$@dN*i+b
zEU;MmSrNQ)bmoAl;bhw<4c6$fg~SVFUK`6#Z@d8Eli2gBSXLHmgARyLw@)(RZldHa
z8sm8lJISCpEje}Cl#fx}Bv2>#rwBobk2yb&XJL1Krar7rl?Z`aAmI%>Y=SJG>6GP^
zVm%99)Z+!qIiDJWiLuc2f8s6flZgBKHLKm>Jh8B!B93n#7oT9UE^+$Y?svl~cYAv%
z#UX<=D|e=REZQ4Zv+0TS61}yp!G%4vOx!)%zx7>UdpBlJI61JROzu7}aN+ZRH5PX)
zbs)fB6oNV_3!sDxqX3~EzHvBgAEA1p5K=;r=0g-!fBWow&3>N!WLlB&ghJ}2_w4sH
zCS@;7BPN`KKFh%Pbm#L96{oszI=Tje)UqF<$pK6#wHCq10=U+fO}MC~2tnZ*Xj@!B
zv|9>}9*PVKK?z*A>hqjgg!6;KTprngp0yxffvGUp1;i}D$k}W#QDRCgIP)}P`NtQf
z+iRh<xCiK3(lE*Wf%Pz%uo1X>*~r8j#%_HC%wS^E^3=+d22EE9!i&d|-kLY!+n(t%
zUhV8oKFj-m?EPsx*6SKR4y#m%(qNHfC@GXED)TIJMaB#nqd|nE$dE+IRLGDJ$`lnP
zNs5vonUWL|g(4-P3_Zuyx^K6&_WnK3{yne$Fa9rfpSGp@{(i6F9FFrikMpx^P8Y46
z(eKmW&8pWeYBOhq$(h<otbAz36|;HDVSW1V)(`Y0Kg+j6NkTC|QD_n7%3P6`PyL!i
zr{o8s(ngiaF*qqRy9ocmrqdjRv<zBqEBn67$IIuJvy+|~30MhjlU3emP(F8>Bb81P
zo%>}&Xk2_cHFEdi>2<uRtM0*?_M@|t$x-)9@ps)f2X8;`kKW_NXqPn<=C+XtqSO%b
zp@%{09>oN|#ZOK-aC5uNUR;Hqcy7JiayBEoD@&})`Tym4>=ECtr_nG-2P+4%@OAT4
zU-Hph)Jt_<OY+K;L`Ui3f>l<Sy(8237)eNjbNNP-Tl}dj_y!mPIrbv{C9v}WxcPLi
zoAxLpls^uDD#h!TEspHwZV~9Q5?mj8nggBN2I&(}yZ%FI2dSDh!@rk1NQ*TIqU=vt
z_mM`*%FORm+T~}7^nnVo72B&)S5_8mYPc4zcKX@MAng%^k>Qbc5cF7}6lW_7Zz6V@
zBk{|c*K*!}&G4e=Mpi*`*V?pae-<s)yC{eJQuAS0lM>Ys_(dfs$SH+DWaf+;KPm03
z3h|pW-xR|jH_`Xh#M-DFG)5i+O`2*Fbk!7nO03)-^bLKVb0ZiIwSthe$x)^Fyvp#l
z{=BjYo7f<Z^~2tab^I^#A=x^AsNkjH$6Z^z$`JlGfmZ&7XF=jq$KAEEqh>^?;CAy5
zM2*JC+^TY}y<iR9Td~q30k-9kRpM@8h?IJwI0?%KNA?y`Qmn%&%;Ge=7qrr4&%bsw
zO}F$kM;Zt+O_G`3wA+ka>XgERj`k)q3+cE_!x^Z{57uXxYsJt7nCUjDQ)MyCnLhy^
za1fmnjDpgc*Piqh6m478(Zt`Rc3&e|@8L;rq9~~JX>mD+lZy&-w5J=R<&LvUQoKkH
zB56goJP2jVMZ4B-TELXR$5aU=0$W)0M7}8nI_1p8t>+edcayFuj1dr5`Pc%BP(8rt
zH?LlUHMB6o@FQsr?6dZY-H~<c1;|wImx-!y@_l0HJFI?aHSKbeFtk;T>}s>k{#@Fw
z1}PYj+==aYt0C1LB<YejB;EdV_sQ3u2%tlw)+(!}REASfa0?Ri9J0L+>66Xgg=ne@
zyuKin`w@r&4p1RhytIQ!O#Pc5$DGfY5rd#$ea(vm$wo+2vVPQ<<?ozkJOWnD8|Z0p
zHv}KMJkVNj8&TJdnp^1oZ)^aaNqKld0K1dQ*LNG^*^0=^kbYF<-9(!6$n(`z4E1XN
zp}K)*-*a4ZfCh9xDqx=9@A-6ezkiRHvRG3G`1ZGXUebP5^7~uvmKQnCyTk&zHKfbK
zowqTHwI?ygXf3hfXIK@;p?l<lbBGJWVim4cfxJf6LA*iE&wMZC#`B)ZPd*>am+qAF
z^YS1Lqosj|yNA2Gfji6Kq)gF>#fia!S0{6RX?Z6ORviUZe*AGD-E0P4U;Ghpv()GJ
zs89Ueu+UIl11roTfE>YJ!Dr7#f`O!EYn$pl00FiSXlcEGSrJ;eMrjaW9+C9<0(n9W
zbXoJuo){7T{nm2?ilKHWFdZ2mIW#^*B;lZT!oNL~YZFwM8cWESi_6k?y>$*A%$^K^
zQg)U84q3a}HEY&rpbuEv2U@zDFo9s4`*8pDo1q?P4iGG=j^CO~bbp(YF~dZ#_COi_
zSt^prk$aFyt>T&bI)A+7W$4-$3D9QEHomC@oniqf!t2xzkO{YF3~Rsyjpee(-OheD
zEJM;|2V0%;-R;X;$t)8hgp430FYL7<-7I=mg+G7r*3F&j@tLY%M#?Z@le8%68y{Jt
zKMTbh?&x=rUTo7L_4$+^uy)Vxn=6L-EgLXBVlm4)W=?VSvwv;a|Io$EETK2-%T}ki
z&l*?*WqB7JU9x0JH{|?|e5hi}*qQ8qQOKa`l*Pn}bMxfH>8?(3maa3*zI1WjE~Q)h
zUVORjXZvKc_sAx<km;}X^}RBe!Fp_YLIv%4Y%}N-L)L%j>7+gl19=*vvX!~m;lmm1
zVym*8_pkhn+ON5Lv&d+*{Mq#J2WGLHc>D0mH>HCRIFA%I5_xsG;VkWY=w>UfR$yK2
zkbc&0)%2SmQ}pExWM}Q0O<5=ZJ-iQi1Luk6b3X2_yr6n&R?+2cE=tgAU;XXdH!|+Q
z5zX|@tH+KFH{TLm?#-;_Y`Z(;^Wwjkn5;8{_AGx6Kgo?DOw%i0x^*_am{*r(F7<6x
z$lJK}MIcU(JIf9zj_tuoU=fj*F0F%ejex2Eef=Bz=R0LttebKzEurgiQR39c49Y+M
z^X%^=@HG}!Q&&^Bm(Guul{aWH{e^N?%F~qIC0|2S263=A8;IqvdI~kr8egb|@t$9?
zb!6b3QtD_+i}6yk%HGe**6mc#j1jq9|E7?8`oZx&v$cJB)qHgr%4jF)D>jGu%20zO
z<?zs-QaG;2>^+~w#%t<l&k}a_wHP4MkZB+s92&YX@Rd!-%;)x1h+e>2{%lBaFCFd2
zCztUCb#6b%eVVdaeuD3GSyzj0uf0w=yMLczzjx#fxxSaLqpf!_wzNz-bl9KrPZif=
zi-XpNC9j^|VqRZ`oeZqy3}+p!!)f1Xu>{|_M!ksgUViV`@Y%(#70+m&&8on=jh?}p
zzCuP!b9$L)4dS!DhOU0__r>v5V8#0|ysxzBrF}L7FY7XFxxaNB2S4?O`TEA-vyL%F
zI#KWAF&umP!M9>ZXrGPavk?3GNNh*QlIdM2mBwckcd2ird;x1Y`Rrpu98%MtjhClC
zjVqIMNnl>^^of7BhMW=q)D@I3V6Y&cE$tD)HT~IGSbt^guyf7Qt15r5GXC4wQ0(yF
zwuS}N9lnXr=1r6d44wXLtga#-mU>-!u;Pr{q=DNM!`nBH@&*1zr7?;j<>e|r!4&BR
z?iC5`3@s%ke*k;RWNZi&N%gMjt`s!R+xzwXKUYGblm(CL#OuO1{hA8T$UeqqbgNR<
zuvCAR<=<8cW9_3M<#Z|8k?tzS;Vj|d*@(##n+{=2S2WbAG*naqu9fx3&0J~)-gjgN
zCYFgQ(0;s;3A?*Wz?@=>6r7pHRt1rf1+NQTuG&^d>+EmN7K9_Y0CQJ~gxGFs;^&dE
zuU4)y&hHeU`)ld^SZqJ-<M6jqj7;HhQgT^NdkuB+8o`d;Yp6$I^X&G8)(6{)44~b;
z2KGOi3>AZD&hxMM%i0Bhtq%u!u9=~iroAR)_FSeG<yYSynJ(|be;fii<5H3aa?4c2
zq9Z3f4{R3>!Q_dW-E5ASXmPhFjc4Z5d_9GomFNA=F#SV6-^DoiqWX^%s1K7xU%b40
z487-e7-kW9@ghHTL?Qs-#J_3?e}a_P4j8>&@i7-qq%7J=rN{S~XWBweumMv_u#ZVE
zxx}v&O=!aL)f@vDu^I!8hJLj`k3`@=b9Myyz(lXOxLtlF?bz`8`VQi9jMYXb(r(}E
z9XOZoo-?jiqMS?l1;;l3836YB&Y^fRIt|YLd3^5?ekgH7!%?g6-hGkLYMG#3`AIDn
zv6@8LJ!F^>u;K_5aa(%)?auJ3<<%_fqMdUE-UIkr+w;;pRHx7WGfr%mNms2t<w<yb
z$#M{JaK_yZ2Fy7Jllel>m0Sf$8!}yO-XiXUk2#t@ADDX{1j{Of6FU0v?`d$=&3#Ef
zi(Pv{J$I~hhVnNVh-ASd%_df?t9fRItr*k6o$0vl$x1sPbmV;aYV2j8{91Uy>~<#W
zw+~JjLCu8^k||Lrs>H?=VYrF*Whnzl+8KF5Rp<lG!bOY-jCVD<VJ5~GLdHuW1NeZZ
zcKg>$KDTEZFcx21TFy``X{9pb0Sbj-Ld^wlC{M2e!(6OEvgo<uIh1Fz)hykk7=m@K
zLaTK*qTY){*~+Hq_>asQ04xDw`<t%w;S5HCA{cuI^E0$?Mba=mJjFm9;eqY@^5BsN
zU%oh~o`(mD+s{QNa>;lOsblD2DlQV4YZV+6q+V};;DSre%NQp_0H3hbeVg+;-}0wV
ztL7|{+50qYRz%Yl?~lM(^b(p&HK4Dom%r~0Uk)$vYqsMf15bBcxoRMJq^EXZSUpGg
z*5MAhpBM<E)2n(u(=bOUOzzip5}fpzUY>7mt+w^@izXqj-naV;mbQ^`u!1JHQeXEh
zn%)JNx@|D+&Li&_rp+a9J}gGS$i&c5%KE(v^u6oP5gZ&$#wUEg`aneSeW7HanD}*P
z3^}Xc!lD7mZRN<w$Zo)!5~B;3Zz})R>^2H<m$eA1G=3BTSg(eFkyEs$OK~rfs*6Oj
zQ-I|Rm>Q+u@?XF54GP^+##wn6wYIqZJe6-K7fQ1|p|7jSpJV?ut;Yvj@*c@_oo2TP
z$B~qh-7#k)bkCz94=z=(XFev8q>DQ?luL<!hwR+;`ph+-_DQ~GpXjK?5_bdt72Qq>
z8X19+6P%&6yT_`a5WqXHV>Zo7IKy2o*1i4wKIPW>YRx)4S1jK(Cn#C|*XKo}m~eLF
zc%lu5@(xUtdPP4k-}DLeMs==t2Cq$IWuddRjhFK-%C>mW8n8{gC0XlgZ~E{0dzf8u
z+cHg)t-dtSCh4(QP%=B4pq>h;3JPf)d|Oz*`&HdhbD=c?0%{(Yw+wWE{tUCuSyT7?
ziXyZ5LVHZ?9XWyNMWUy#gc1r_idJdw2s&=h84A?f*#Pa>cQ@;*VL{#<Sk%_ei)_M%
zm+Wk^U4Lb;ZAk=3Mh0)++cCJ0cJ2|yy@GEwyI)5O8(HJ<6D3y*PhrYpJo6=6{;O<)
zU^hx^rm86ju>{quPK$|iB+I|w^N1lQ`zx$xe5tQUR7Au85@NBJBI0Iyf9z`;G%i@>
zSyzfT<qH8|-=amJ2W2vzL-OQAAtUd4%Mvq$$xiO^@AY#JH>RI=95rI?!b}>0;cuuG
z#r5o$Si%y?-$BIM>wSvObIZ1_-($US>c{pn4zMaEk}sTP6Rv^=)xc;|nh_~9iwppn
zdvLgI9N3B`4EJ-Zp|hOL5?(WnZ|QG1y?61nfQeNX@BG;Dj;9gjot*{Wo#zb<6om?>
z(EXzWk<Xr~*H<w^kKg&H%;YzD%M!1n4(}n2xCu2=LGz+~lU9-(i41;E-Brc}z)AG3
zK<;0i9OcIlAf}=Apc~eL`77EebLA6uxm{j)(W4GUW)?$-F~tY&jcG=4TMs+2R7`2B
ztB0d58`lNDScxGM{jSZSHpZ%1fn-)uv*2>cBdMNhIC^9f=SV`|T*Eby;8w?-<-h0J
zb7#<I{`AF#X-mM>-FCt`U^;|hZ6!N<;-sfE^(~coZ{s1Xh$i5z6QfQ@6gTmOz--_9
zW*dP(S^sn=?&~I0Oi7-zXY^iCFG^tP{!cJb;{!58`#$Cex^q?)ty#2Z+dMJ3v3GMk
zffPP>Z@waIbVD8X>3Q-z4)JH<tsh??#o%$vp1+Vwv`iysNnoN3=B9ZbZp$^lf5#+J
zrAKS)XZ-=A98<ei3(UTeE=*woAz`cEqPACg+HP+7U(U{xNj&+>@g9b<K$J!i{>`@a
z=c(y8!%p77+ZG;8W}99CUU6c&J{AudQk}{yzZ!Zm5?{a+MZkYvVton=v>pn51y{Hc
z#bYwkrdhr?Om7B=y~d!*OJ4&=lB<s!M+x_zd;9htr1fF_l~D?f__z`uuxxVQp-@FK
zsbF{HneA?7fX~EY);@gosqEMAKGw41=|2!e+1&09a_=9@5I9`?Ezm|kZXC@<Vp>m)
z*&S8Mh`ZQQRZJh!F;;s4h1TaMKX&|{^2orLM)w6*X1FZgcS>-Y3zo%EVis(#k|Dx{
zXSy3UQnUXrOvgCO>yjP=9<oJYOrSi8F9ex;OV~@gr!}#g*T~6PtXj3IMsH1#*Au{K
zs#&7F=~@?&K%4A;nQ7M%6S0zo$w49z+WD8>5dV;Y$xDo<ZC@m|<?AGDtM~fUu-cTZ
ztd;8&N0H3-NB(nj^hd4*a=B^cemeE=6o)Ar8ESvawMTbzNmHhEw&g<$=n@>f(brm#
zbrFNb`mc>#Ly=Pt*6&)Q=>}Usk?A_mhq^0mHkzco0w&whcYGo3?U0J3AqKxFkWWcF
zu-5@M@RPdBd)k>PoBVd!SAJqy2!Mc&`Ltu--ly<|;I57bLuMEO0c>RKhxMomZY8tN
zC9hy=tDt^*NJiv0fMjtz&`R4}c(ppY_ZD9fDJxl9TPGY>*Vev>0!sXye1DFje9fV7
z|3H~+p_Q;UQ3UhNI9xHuXTBJIV=b9{g|ChOVC=S@$9p(pceZi8i}5XwL5r@G^Qd%2
zfhfQ2vPX}?9Ettc-Vm>+v>Bp(;uS>+A%<0ZXPRL@;%8F_%1meusE#-w)9;mUC=1{_
zfA(?~YX=4!Ed7zM?-cbvC@FK`&F@_Cg6s7Jh}VsW5_pzW9oicm9?nZf(n42N6Jref
zKX1N$HHtIe`jitCvI;VaJ6k#c4zEH0vq{GhUTuFl0Md`gvi^)o9qzSib@L1Zp<n8<
zhs@V~tXJLo8jhYm3xjat9vh3*_0xtcZ*F0Eh@U>;Dq_ksew8+wVXz$p1b%q!Xej$u
zqSSQQNh2px{rIHIjO^Oac`4q>X>;xPv^DPBfSjth=gQsfe+OfJK8&{fK`xjpeVZ%T
z&~)9dlmL^zQjy@?xjOY#9umd%dzFCsdRc6+A||kb1F=^O4%KU$`paaN)0TrRds`cr
ztQ|g_177;P&mu=O`L|o+I}Jo$H6>Z{CT!((H!&So4X<Y(_yeW?YN&V*@a=c_h@KwI
z!>A3Ox2;JS#(c!H;&N&#|IKJumxHe+L0_mwVfk{Ld90*)>8zPSQwyx>L8ha$v-?;9
zH<LqqQ*IE&KshcbTv1-f8fci*0%}JlA9GHC%j7S2ec2SCZ;tXU3-&$4$lRYVeoyRZ
zykOYgi&8J5dKK~ANy&4B)sxv%@zCE<rip=92o||KgtGA^n?tXdSUG#u4^&t22G*Vv
zSv~~1X)IspN@+uGp9z-}g;JKFU2m%RC4y|`<{V+prfu-J*?aEl!syr;wdNh3dbl#j
zK7}s~miEmx@rhlCNyjg(oIZfKW9sI3kxyF^Xix})ED4miUMpTq4U~75w(&lN6Sl<|
zMv^4yGnTnXF3Ab#9AphFvA4EP8HQea0Au#6<~34ol?&T4cV}2%(Gm`d*m~Gv>883D
zh>D*fXRVq1g)1vL1R(fzMNt=rle1Lk`y^bVO?yk}*!OK}PJJ{#=VWK0c<@UC{ykr^
zUdjmwOcELPC$#}db_{;{rh?P3{^#w4;eb1YNLV89GqiRP+;{u9AJShd*Ir3AW)k=*
z%QX`z`JX}oT~_5ebYL|`T))2V_OL2&)HWl-)1uk4dcRAgCb6yLx(jDm4LRjCgacz%
z<fZ{-E5|95S6&c++~nB6?|R+p93+p*%=TS=Ra%CWLi<wL{@Ze>jqK4s{a8x(^KBS^
z_}RLA5tq+zK_ofgzvPBLN2{L=+am8#D6UmxSh9pU@Dyol4CO#nr=i%>6*0KR$tpQH
zx888ZcMi%>;ZKEH&4}cTg9syf2>azY?)(?cE#@Nw3~2Tm+Cq)!{eWhLwB7fp2K!9=
zNdN&4fXxkDD}VBY%#l`!`RLG^pD|`5xn#Vv@~DVeA+Hp7jze;kDDsZW{Y*W|6}(Sz
zoA{A~kx9pm+fOsGB?xJ5>sbDFdy!iW$Vkr<9P`wK_bpp*EZP>+VCP681=lu0k@%p~
z@E~FV?dl*7XR!XdW(K;r7BA2#{-#)%a^MP=sc#Gt!{jf0RV#ohdf=MgUo<J^L%?d}
z$8K4IEnDZ-g=X;v<_5;V42}+Vyl@@`J}ST)*}39@*QwBlNE7WVqro-NhKK6^u(odH
zjO(0C3{rki%w3v!cK!><S^p#Ikq<~F@E^-w{xxf2c{(IGlHOo;q)N>9ps=tQ#BQ2k
zdz{j(y`mU`Fj;cLiT5IgC>+^74q*IZ@#W=b5`P%}V9p6luD;ou&d1DRlShMrfeVbo
zn!LUHo`%2qy<>;boN#@%f(pP1%xzd;-P^Dl+Z}}&%C{$iEFL=4uhM|y!u%q2w4-g3
z^v}L0%i+&KW^y6JvSX~HpzXRZn(uK-?7wL2$93%j7tOZ<Gt9&{>!o$lPcMc71Hxp6
zM;afZC>z9U^G|?vc>b}Ri%EOVEL@q2_C0%fj^77c^DA#`x#{`c9;4H)y|7rlWlJ-?
z(WYO%0CChY)Oqvqc%vKgNBb`!j;t6q$T5{5Go0N9S`7$T9yQfRKYdW?{QjMS!I~m$
zm!^j8RvW`DSe5<6L%t#B)j}ezqN=I^vIM`BlvMu!9qkN}zr6+M(;2$t743}!&LW!F
z8LQDghw_y&e>txW>U8OOOEue+3&Kk;HnwEOzq^2c=Nxyaof>MIVU?UKl~zx$8?pNT
z8(a;P{Ik~J%s9^%a8=11+D|(9aU2uu<2|T=O$>I)>{i`BpYa%hR9>y?n~}IP;F{Av
z;ulk)81%0>_~edX4buO3Oa<0cgA^x)?^M{vhz-B?`lC4|GcH98#vHR=eA-?Ac`yrj
z@lFX%DJo6{5O+3isiLR`^J2<cdJ%}_ZprXJ@Y8?n9w6iYOuF!o)+{(rdwcxN_Z42`
z*!jp%nvw7){*_gGi82+~>R=k%6cmACLWlS0<q7!oBfo|nHIPbSD5pA@-fN_!Ofe2)
zHKt+>4=niC5`;g&irzXl`<Tr1%J^C$8XJp>KSKpYd6~w9f^H&1GI?;k02ypq@tt|1
zOl(5@sF57OSjI-fdq?b+W5}6`iVFQI78}~ikh5333hyNx;zot+@#_5ePJi1J4gtz{
zj_H=ND~7m#Zmxt*+#0wVz1#LWj?LMzn1ZMKrQ_j7sJ+D?0*LQI(Oa{`>!;V~k>MF7
zCF~(Rj!p>OCHg?>{lFpIifuW0^`jzXMOm-^pJ3Olj{6=vz%=EZzli%H!l_tI4opbS
zGa2^EGkjWjV)O=jBiRKU^l~j^NdP@*(cW6mv>Gmdvw>>s9dJXO=9KVEE;`_Scv4OR
z@XOV2?e|=_V=|@H$7{Q;s@Xeog-N{^m=RmZkO~MN*Ik<JqbKoxQo@#b=P3uWec4xg
z)-Fu3i2(qnsizkSRi*N&M|+h2g2cl`K+#%=00GHbi22R_EbEpLi5yrHZ7^wjANd=)
z)_Hvz5=L=JtZOC6*S%qr?d@<<|A1uMyh}$$f$d!yeR)<0IpH^l1oU~tz@)n7o|Fen
z<P!F)^B)h5l1XO<*XWFgzKVz5n;`L&x)&B~cxW5UnZI@D&6e+1JqTpG&0R7Q8FMwJ
z8So1URRxHiT_$M#@Khj&{fop6h<YMWcvXjw=y!c|OPRIIW3wv$xHDsW-^pVir*41L
zpxq3Ujj#)!dw^yCz1<3b5wKXyu4>uR>vfrPOkX28fS-#(fT@9ah0I$I5X&}dX5s`J
z<swc~d^*T(f2OWBDt^z<vg|$asTs*?hVjjm*P|b=IOha?Lzo#fb*(@|r=i6AM3{O;
zQ0L+mTWRlpY!{3UyI3Es?)M+{g|7t!IwG0K;?-*ENcrp_?rGn$^>F(|3~#N<eK;iq
z{&F4}e-J5q;;8Ev4F44faDm`qhQ))Tgl#U5f%de0{ye(y&QzI1Q0IBiRY9FBs=sKq
z{aFY$pr+Sl<MicK$RkGV&T^Y#%4)rHC&-<MMe#a-(icE_+X<4u-mveOins|0#nPv!
zF9!~PdZ|T3+gn8}OV)#Dc@dj+*05e3Mg-oyb+qXIRW^x{FKq`hUCaud6_K~DjuJA6
z#Pez))Z|BEt!m`r;zBATmC+mGp(Cx`)Cs-IC72Y6K2zW2G4oXP-VDd$%4oTm&RP59
zESpw+;_E;pnWJCYE`Y(kLf$*n@WV5d)f-nANL4~9yBmtCTawu&G64t3Ko(3dbGP8N
z1Mb{z!OPp+<n*(?Cc9?6)O9-n?oFy~Wu(3QZJ(oG-U^!9mAh15k$;F1b;Zrf4^v1{
zpPNlVC}U*eH{^dst3ULz{E|HZ%*VW4Yo^yKAr(SllV4O<1G}z*gXgzRIE0a6*C&MD
z<?yN@swcxzCLD6L!nZkvS~0T-kuh@lI?78x+7Cz8<cVoI&mSQ3a4D8(n?y?nsGM4Q
z4{l)m!Vo%H<J0uGHvYmR*+K3hU89T-6(47rLn9KrDP4_uYD0%W*GO;OJ~RRzmpamz
z$gTT+Z7bjnZ0(B_U9sh$=!;{}eNF}TuKS{~w3^hd=PbN&2V^aMG&x#dX^@jX+P}`U
zKxK0M+HwEiZ%m-AidMJzAA11`Zh5&g(z2`a8yE{~z-&5NQ~*ALW9{uwPvjrBte-Gl
z8y{Ba`34r)rU7~}<~cqz$1{OiYuSr;G7G1J6kaWO3R^+>Mbz|Ff%U5)t8#~`uyt?P
z)UPscWZwxEFT_HU*M4fwIWT*UY0i5*u0YdQ=;2?Y^KCre$EAHm&fGB9;*b&-XMbJV
zF1N<ty>E-$vtH-wrJZ%yTPC&>IAYy7*o;-ce78jLZ*h9-ka@u2zDU%PrAx2g*Nq=J
zY;YdICp(LMF9F&_=5Gc`V_X(s+oi`lDgX;_tzWa(t#LoAX{<`jd6T<Nm)mZHn!bG8
z`j?2A!x???w>y!yeZKg!iD?A{d$SXyJ!;=x8$EG=Xh{t41{!`NnPVz@d7Wrz?M)}C
z4s=7LdTyU|+7>7U*L)zlmj*lXu7+dVl=7s2W~m;Dz*4pB3;#w*yA;yr79*eK`Pczs
z_tMNdp(Qt>Bk~?|{8GL*6?Ay+>ik=eVe=2qo>R12P3;buEWZ1GowMJ|EA9_%UY_k%
zoKr!7+59;Ff_(VOt=+@{%%WrY?@+RG%$K@--VhS|c+d2_$|?TJtvU2o2B(Nrzsa5Q
zBDMcZ6uEt@>FkPMlj_1j$yOIe2HwP%o;EbAA50c`kn#q3P8x`hM>$UM25z-KEk`>x
zn}o0eSFO#$rXwxZ8sh&wM>wd_*fG`8704;9)|(gYMt;5~A|fIsYPsgcb)84Nes%f4
z;rG{-gW*SLjC$zQyPdBQ$|Y&m-lK6fkc~{)a?-KbfP%s|^j~Pfpj_s@>DVX`D{AHM
z7%%0XS-m&doq%+l*>zt}9siuJl?w{VTh7qQSY$}RImIhr#3Es%TY9orR^**Eyohl%
z^Rx9gVNB?EW){Wu7R4=zn;(>Bszf4f*N@-_&344Q{jJN|pyVhGaod#mS`#?1nvx$C
zpOnKGt&N3d;O%4j@DuU{o`2Cyv>~BHd|LkQC*_!gf0!Lhu&plK&uFBgT7OqIg$-+R
zM$eu<FJZuO!}6gBT7jbwbQQW^$vT%m<R@a~^6kCqJxn_8Ep%)24RWe1`zutDc`|tl
zK3)8ki4X3cb>{lsoBtCAU4G=I+{=?FK_3q;9%(&r)LAtQ*1>5uPf@N_Y;Uha8ym|p
znaSbC^ePqPJGMk|q>bGtn^o16O)TF!(BfLWi0}oOWq**lPL&r+%XiM*LW_5N@WNm3
zZhJvXDxYb>w3=kRxJ@m)^3rcwT3+Zem`J8;Bb&8R`ZM7e1Jj#M<`x!ilXU-dk&zA)
zcRQROVgU2O*SDSoY|UR}-dvVxW@Xv^u@*&ITTJV~wDVB$!CsK!dgTweGFyA0p*>PY
zCZ%hCLu&9nnV$~~d77`upW<lVobv(~=*>&s>@A=5bs#Fj@>#TPhxudWn2?)Wa@LVH
zp{0cmsHrnn_exeUE%W(3-jN2VxOs!cZ@0BUVrU3JyUKY7bvwfEdYZ&{8RL;+kNR^6
z9&?~M=>M$%FN59RX$9DU)G(J?*RiTatWxcNRrfFC+BD-GP=gc$4!6cNnrM_=U$Fn>
zt-<PNq4VbEa}q*X%^}h)Ln?9sgns4JN+?uv?tP1M&RPMgXEsl~is-Oea9m$`VNsgV
zk3U5iuBL1geRxjCr!l4mAxN2tM|m!R&?yQ<!??+&sohzIIsmTTyR|YYIb4nVP<f%k
z;+9J8Wwf|7{%DuWOT1#J8iEwK5;KqNN_-667ge}87+(W?l^)C+c$ImaW)7!_lilc;
zNGo0-d!iScZS@z&bn!XEckLfzU{<(uWUyl+Vn=osD-|`h)<Kt#HOrSiE_DAKZBqLl
zc;^KY$$dv)bzzfT)g__j#5Di3>L?LAC0)dIR%AuWn>?#BegT1}8D~IBam4sUM__Ns
zT3P&y1Rb80Wj54f6rd-XBNBccmHFzyYJ*YKdL>?-eH{-UnuMxW3}FhG24a<!XV##K
zB_Yzf&HdAEgl?gYo*oOucV0bOL<R*2h&Q6v>Y80$>5#^3>GXwOEc<{Pmub%GpCd1P
zrt~e2b<S<nW?g-6Va1Gf0JW)ekzJx6%_y!T>tH9qF`r^6Y-1JFV6z^BE91u{bF6On
zJ)8^lV-9?~f@lLQU)g&g1Tb#uy|ub%4L|=g7>+dvrwI{m{8vps+PAfbw;yXGDj@ov
zWj7yU8k{PbI~Par;g><A+31_0q~}m7YSv}>eM8(JrnyTE9((tKR}EN&YR8_t|Nmj$
zcHPBnx74#%k-^(`zlQtL-;h$Qb9mQg(!TTzK%re6YI9Y2G>`CZBMI>%KT6V8$d4Cp
zgVo+oj2hxcGyQjHd}Qp$ncq+t3YxbRYUv-p?`I^VT4J6WV?sBn|8t-FQVg~4TUKTB
z8lw@N2wM^hr#rg;G~?v8_<1{o3^Hv;%qJ@|c>_c3z(UxBo4q+3<Rw!=_E@w_c{BLT
z2?z^x#Y>YdB#(6Gy^#I_^eea^;hfF=FNfQUO`eAF3^w&w)%4BYxUz6*`536TI_|9A
z-H`0*w^PsN>wS9?GLIj_c>~iPubuV-zVal`){oyuODb#&5YJ~P&Pt>%jfu!RCst);
z4%1*Oz>OL3{7atVit79bf}i|3(S}aVzmfCrTsg%U0(MwXFEz;Fx`Oh2!*HdI#8da2
zS;Qj(|F*<j>H}KsL@Qcvu<?r5MKni8DKcMXH{ZlxkmOhU3RytS*B|DA%*(Ck8;W0d
znHX~+p;CWqLG_LNhzaw8xZpq;r;d_CR~o)<$H(>CSPtM->-H_;+O~5ckKDn)WUC~!
zN(Gg40CE;Uk>b{w?W|?#duh>8X&6rUM9}lAwAkR58L*7#9kb?8ET&)fU(Q=`LFGV2
zDqBCEq-C&8WP3`K=)}s$JMZEO_o2GYxYRhbNac*kYfR7(GU#_j1!w5v^8-rre#Nfc
z!Hw$h*?X41QSsZ(eY}@%+}MMwj74{?85bzNmAf6CU4)c%IKApVv4?71FkWf);P}h+
zk5amtJ?iK*5v1od+P_|CUQ*U7o}Kc2pQPjcKS+8J|C4LAxq+N+!WPAa7(%jEFxp?k
z<-&XxWZ~>N&YiU%3z<=vNa@fz&?vTF;i;HRN)LmzvC{u_6adp9PM7yLXL*yBC9!#3
zwVAAe5_H}rfy?q!PIVdHKYGX$y(ry;073{qFA`;+%YTkTJxdR~QQL(Q2Qd!i@TJe$
z-#L$wIi!rP#)q1FU@H$~?li7&^hS58Ax84WHLr2Hd;*73XXj%BR%L1D?DxroQ&7&@
z_9Lrv@qluSphk(~k06xPw6wLghxA8o+SDauJbS~{?Tf|}wtBcFa?M%g_+!%Y_Ycc-
zsdMhn;eE_%yFh*r-1uNP@}72#F@ZM!S;iexMJQx>$&+FF3Mlvz>Qi{|UJhy~<W4YF
z3J+O~ZE5~{1%k#udivx^tQ}AOkOH`^Pk5>$S{CiN<J$RnZv8h0)de{L5z-!CY>l?@
zNX-)i2F#B`5Q(0yI60x+XtCe*_-E}qxrQ_w-79j3GF2V^0mi$<vbIHUv~=2dIP%MR
z6KB6bSHht687t#aI?8?9H)=Z#{If+7T20_<Ar<*VeW91YjBOXi_EKTSJEWR`lsQg_
z36<oFaG<SWuXw(L8nppwzxLfYe{X%dfkGzhvHiyw85xg&qQUIJvv{%9>{ZK4>Z`Z*
zj@<`~Bl@6c|IG?pq}d`@So;V2hSD6UU?0AybOG*Bv9CHi%~<}M>Fk?J50Kn}ZndCb
z<;2*HM|5pu5PDI<b}z5u{DZIcz_}U7>in5)=`&9ZW!moi{^0u?UnVKeAu;p)m=iyW
z;O~MBWR<h5dXKCxa%500<G68Wuh$NvLB$o*yGJ*>ozw;n?fOLv>=<lG&MYGx!a~iN
zR{^KCLEwI5xOW$-He%Iby*~ibM-q<=$_q&Gk2iJ=k0|@|1?@ruN36JG<Xy|QoGC>3
zt3YyhEi&vmjxJg2xknOor#_c9@~Rn@>>KiU$1$CT(#^8OG5UI1$eXrV^qH`v3YV8Z
zrIL(KE=A?U<x`Vj?3P1u8E2E_OAn;cw^7K^TgD%a?ZeSJS`ds<rxsFS?-9<MH*X3Q
zM%K@#aixooOahEcMV^zMi%?L5F#nK-1H2j8J-+DasP+%LZ8VSW>&p%Ue{AuE8#IGA
z+X82(bjRX3)cv$vKvK(|0~}rGT8%-VOWGAs=+pr3BlnEjZ`vN?Zwmirk`id2K#2m&
zVkk~Tp_d6}nW61&&vV+hlD~D382o|Q4q9x=z(uxdGkXZN>TpXP5BJxj@5Z#q9U#aG
z{Fc?`m&NO*_r3HXj{R2&s?E-0M}=m@au(gpFD$LVA@yR`9;Lm&tTpiHN$IB^Q9ZgL
zcI_FHdm@d(3^eaQAb)y<N{>ALu8+^6e@qsz#b@q63miP;<-|nWXthoHi`akPxP|km
zk){cuFAFz$QZeU04-xS1Y6dI7^?4oClf`g?y!&r9I_kIoc|$LPgH)8dQGGN3?VTic
z+b_kzOj#pa!p_d#*%M29`~QOYV*&j+yyjDujkkZU*Ya}0zd)ysE|D#eM9Tv|KfgL|
zLaNu#p(QI<Zh+=?1ZFw}PIA%FfNuQlf2rH~=K6DBOlUMp#npfgLNfo4AbvoyOfD7D
z{qqK$!0=a_*~g7ik1ajxPV(%FW<2}ia$^Jx;PLGubWQ>yf)S$uQ``**Zj;ZHm!#KN
zo+LN40=mIk=<lJU`^PaOrP^fKhsCsNr0;E%U-m7cmOgly=N7LlZvi%xjj_y3>>}$C
z@y4J}hVvziRV7xX8(ap066!NvRq&gAr!a9*bQQ<i9f=naF}<<5d(<r>ibTCq+TT2T
zYFFAM4Sp(&T5qBU8}P2BTyFY!BP0(9$NsU#X<N*t9t8znb39<*5*I4@A)v^2>nV<h
zzo+hpfOG)Pr!6EkNb*p2?a`?jlpIWd%)Ml%xqi>TY14UE;IuBHJdnoGfksqe5Ti8e
zog~a2o-_v&CtG>^d-56XNJ1N|=%?J6KgoiE13`Fmes&+C-M0qV;fOnn_EEEGW<p{%
zzIP<;AXrraEQDS+?Dk(^`094>5&r{+_bd7ix=t1PTl+gF2M+sO07pWL6n(Exbn*Po
z8ze)YJ^<ZSVl5M}qQ!S~e&Mi1iz6GWv}h4+Dmgi99C6eq^ZFm?)zLQ$>n>qZc7nW5
zyST)`mYqZt>hi+47hoW%fgKs+#Jc+D0w~H5;82HkwIuV5%!(o464|@>offnw<0YJY
z$028Glf`32!f(c1r~=6_6<7jk*HT8cLMIk*k;B|z1j@z`#8j<Jl)W$Mfleo6ouI$%
z&b2UyBeja&aPtd`zzK9$i0=uZg#&c6eiJ+NP;v+Dnmm)jSDWm6ae=x33iQDL3XgqD
z30bjKmm8gY%SHG4P98;U6@?_`k|_8M5~=uqM+RCY8jt=Qvdb{JosRB&{rt0P=%mmF
z7p-LLRcTVH0VzuZEog+cL=bs4q21x~kU-W0^0Tb14Hc;2$sh8n609ks2f|aqYfQ1(
zU~<d$><Kf8vCTorU2h-yJmiu;Y1U*`VTw|820E5ez$@fTbZqo!`e5m1a*5oQ;?HQF
z`;$3TXFAA(+!>BfN^70JmUj9Ol5ECXCf;*lpT0!sq`)by^|WcCn80_cqz(bh)()d7
z1vru@*m+Kf3!zTm0Xa@1j9ZppP*4N9g9fgHXust;?0&)raGpSUa?}>HL!1lynldhU
zYvvy4D0$%BzkeUthz;oHHM*A2I>A=nQtWv<gh#%;?{%{x;)V|!eSV%>CSumI|Hv<_
z&@E8%+II`=vdPhn^lA)$3cC@x)%71nE*7UZLPNoc0%qgpGYH|e6eY}=sRR-)J`?}~
zLv@6$9iq;GS)f4x?!eC+PwSSVdKrZhN}SL_(+5g1qMjHLo(e2Vcl4fX9*SXT-OKlO
zM14LL^~DsetAzFrm}@m>bT34Qyw8ioSj%PsLlL0Y!!X95VE@`87qy-%B|cV{XQezY
zXCytvU=2pKDQQpV&h-lhvQ2=(2{53CKsS#a+0N~$LW+FAL$t)Sg@bkhDXq7&&A%0B
z*ih$#S}oz`eZPlZf@Px(|L`8MC}~GX%70Ot_Hzs(c=JaRmLbz`&WksHiiGC_MzD%$
z`Q!Z&IHq#susyvFq+SLRFGu&14(lOsp|#M9(+%uI$Hmf=1vugsZ%5}8&=ZFs@}q_7
z;AN-!{mVIJ>c09H^m$uihBApsfo<AK#P5)Og%P2yVIsRyw6anQeo7%51oO1v$$CD$
z2glv@e-Z?1Bpffl)@S@pN6pQ7dg8{BUbp=@49Cg1#HC(0L)}d-`M^@ydoIa3zhkD8
z`FEoeA}VK+fP{KlU!)#W<ynW3g#{3$q1OcmVvvJX!PKRx1TPWUo?{>c0B+wI(NJz#
zA*8rVa+;E~;=#iy`{11+f!%N3-B|aXLc-@S(AwNo;@qiZ0s!aUc44PKZ*vn=m7l0A
zJZDALAp%<75zbJ<!a6%6@sJ_xWOd6;o6EJI{cKnX#b5NLx}KQ|6&U;D1jba5L+vo`
zTSjwC3Wzf4d&@=FQ(pD!6$N_&9F5`gRI_w@^_Fu!CQX@pHnO4|M@s4FeyxT;Senvl
zCa1QZV-bc~#8-4bk2lKS1QQU@)#o-k`1amvQVs{0a#qABC5q1tRi#TN4JxDVePQ{t
zSCuTp9atdD+;Dr}j$N(?ZjWG}MLuOzN5eZ;NgeV*Dkfh1-gsA8Nzgx7bzg(w)vx3=
z2+~Z2FEJH$!B)o9J&>P4RTlG`%VJeLF;q?N#fh(^%7`Go{)6mL&x^x%Em4icNCxZ2
zD_Xas1xdzYNf&9oc#&(E6IX*_+$RI2r8(acxv32Ph~^(?8M_FXsB6cAbFo4tb>XM)
zzrk$p%d5hz=ZcBv5sb*={(Gr^oEd*S??&E+xwPl4BWETq!#aujyu!0~;Nz0&)@(*q
zWS`Jp2L|OVG2{4oqV}~3g1C4B%aXLB94>X@@TAWMSWe>|w?%ip!05{AZ(S8>z>fiA
zF1tI}L9t|Jxt#$J7|=wSb>Dn7f`tOZgVgg&Mdp=nP%~966TqK4zOTHEfD3hu{FswB
zMeg`>Kny1w07%9Dk4vXd32ycT5Vf*J&t#~*ugG8blKi!1w<s&+jh_k4+Tl+y$3o|1
z2jgU1+4Lo9wzjF0Ow){Fl9){39v_*S@N~5}HQTQ0qL{%ZBC3N1kTCBnYo(iStppe!
zjlQLOZKn<Fl*-tNe$Cl5sr-gBhShZ&vOuAJTMgyx^RXgN-dEbs{WH8g7J6E1&7J?z
zkaKJuo>+OC(~R_z)D09R4>5C6-mF+Kyq;9VDC~`8IY&UvLvVO-Q6E~Ph5(aRBBOhL
zWOY%0kQ2$cN57a8a#nX$RCS5mZD}Gjlu?sBNltBs(Dwb_pN;eP2RK25CmcXPTA>@9
z%q=voG$vZGmSt8YKZ?BDeq319GDE_F4lHW9#W~NCt5b>JEN)`j<?ti|HN^EVKby5r
z_?$Q7p%-h=d(Sm}a_DB45F*wJqvJD*%>Qm6o>&(i@yF8Y^jd+>ArK(uP{%8{`+B&n
zY0mLvwiQlq3;Ez0E&$1C?eQx34xYj@jDXV_Evl)6fJ67tuA=-i^SIsaqZf@axc4M{
zjx9zr79BWjT7MPU>WB*<3Q{b-g96Vlw4i&RwNva5jT~@r?goigB8Nie7JJS1`$TVH
zNEKp15v-wy=jAN|XmN+v(oa|$6yYB*Z^k{D5WrR)Zju29YksW-BUKB4njg@SgI3Bf
zN>4p#rn5YVjjBtNN9iGUKZCNc6^VS~wj2^d_51sqa|nZ~LbQ0U&pL~Hp@D|O=iea-
zWE3myaRWu6-I(-!Agt0fPGyDL+oFK8hN;`oQsI!NRL0R94ZHzPM!+}amHdw;{RV*Z
z-(_T*lQj27i4c_oPmp<jY$6m3LVF;L+|ci^>P8Feh4|s%Vn_=>-kEuO^Ha{e%r)eB
zebeSl@3z*vhYvs9E9Ei<ips20<}=^?e<_Ot)kOaq({~#muy#~W(S=q=IIIcDX0p1T
zEOLfKpQJlU$MlAo<ZT&TcO&gL5NhaJR^Ec%#}Ksrlvu<}V)Voruxl&x4N#8()7gHc
z5kyG6wVeIVUL`MYigf8^=&kuI`lN?6?Ln(XvmWf&o!8E;stDtWL21Syd$fK<zW-Cu
z)Dv1E$fCiz`m_KG#fFi1z!oIAknA5leYBrV5zde0;Y4be#jJH`)waR$Lyk97Sz%JZ
zWaZ<$c_~_9HSt?_KsJ1HR^?RF{-p@SHXE$%f9f-kZGPX7WE#hF3mkcgMvlNmF`}lB
z02brM22Ea5Pa9yFx_%+~(OmW8Zh{f$FQ|rX-oSY$ZwpH_8bFQDeAK^^+|`z6bxQv}
zckeA>5{%-K1_$npJglFt9kH=w>@i18g5>6(j{j(GD?LN7h#;+3wD+2|7HP@5^nh8E
zOvU#hVU_l`KiC7=|5cnj>ohrv%Fh%$`I`jXjY{E3%g}O8<)IzsPrJ|*Ywx(2Wi6@;
zn&5s%Piz`D&N4}ma<AGQbseoj_uA!_CrNX**U^Ri`YiovJnC;X1n#8O_EZ-~mOJ1s
zmiud>Py2L_00UvHb#Cb@rt*1GS*dj2PQ{qwb$jk)d;dnIUB^8ze(PaPu&eZUAI{ro
zOUraf0LS2pPqCVs`|bxN=b-ZwC7lQMOKU$<05SzlzhT(<(mEz)(mfay#L)N%sHH7{
zFVad4Uvd!<*0ugif6X}P<SwKA{?x|V(+2IoP$mgG*!*}my2H}ns{&F}&9%&Th(HmJ
zv<Ro7+el<QjmndxSci8$h+w|zQ1B%32LF}zJOjLABaKY^e)ZKQpAvU^+hTX+UmQ(_
z2_LM%?+$<2>F4*WW5*i&a;;fGT>~isH4h*CZ#o9L*Y@esu%thM*L8#eB~-Z#Y~O$2
zR57yw-<!3o&*T*0!1?aM;d^WSeiiLWSV;@^s-=|&C~3WK4}L}FZkO)#uMp=}x)QJO
zWt|HPZMCnHz#}TQTb8nLr8f8#?nak?e&xGpJnG#`g)``|DloqR&s2suDL3HVJ^acG
z6mTeB^zYAe-j3K(TGNaQnE|pA!jmc433x7|Jla=d{7Qw}zevJ`K=#Tu2#C;#pA3uf
zWPF<<isw<D{up>LWv<d+XqhqD?*ECG3=1T-aw`qmC9CEH48-|d@Hxst;G>if7^?+o
z^XF0l*hG?xzYUe9UV^`0)dMS0c(q)DW(txCLb2OEa+G@h!v1$0?zqfRr+>bYKLke9
zL~EAV(0=@t?8jk^25M+SpYv}d?)?7|iKEZqnM2D*$rCn^TrH8chxS@ZP+?G8_gr9*
z%CO~T{J#@1xU#+L<4mF_0z+fsudB7iW*o`GIDB6NS9wzot-{U)$E1U9A~Z57*dK*N
z+ZbX!B5+L-a)i<cvhgzj2Wh)A^bkV&&7ONuT6S=-iUX4aGl&!8KJ}%SBN4OCNHC^<
z!gM~NNfHB2uY<DjT11r^pO4hia3rK^mk924o3Y28`s#k7<Vt_Eq_g0moMV;$E@iO7
zn#E*2jZP3_Wa0T_y}tF&&w6Xn@)U&tT#Iz{*<bM)>1*5$*Bbp^5;@X~ooNfrPo|+R
zo_>Ww#nT&J&cK3Jj|fyRD#0@R$<AQIlq&YN*i(P_N}w}nYD?6WZPwFHmm=YRJzE>z
zNi!$51ZEE`ETk4Nly;TID~7=7S0SW>p;RMqUE#msIxe5?X4W#qv>y=KLso&^u`bE4
z<C4!<=lpvoCyPAW0oU20{oh`GHwa!QMlPaw-}m<3?c(7Et&^?`qvykEYk`u?XOOvD
zOski^x^OwI6s_<MmxW<M(mH_l<n4s#E~|B%a;g1z|8RS&E(!|lOoqD5t<(SL4_+>F
zERWH~c(<vd4b*c;a?scW++yjHyxQ^a`g8c9eX}L3#^FzQ^GDeqAK_88z^u@b_Zxvu
zL+fTG*42l2YH64JKkWsB98Aiit@}c#>sGv;KoS6f?GWCQP8c$(XnC5*cTuo3enLC;
z14eX2LnCn);lkARZ9*RWZxrvx(1G+f=Jr5#k8<;}vzDu$SoN<?#91%koQ^qFT&Ate
zBN9A}eGFMl*;C&b!s+`rrYBnkk&-HiZ)<aa!^zo@Wwep7wH)tz{k%meH{!fWGt?56
zx7FLJk?b+LV;eXbpx|sr@sihP>id;6!q7Y#gER+RL}-|um6LGRgGSV{flwAxL6wT1
zs2s)9oejN>lGG3ca*1#V*G7qPQx_XF<Jdn0Q{dx+;VDRpRDnWSqsRGs<nV9%%<ygP
zUZ|i-LUN%^d|xeBJzdC1J)ooe<{obCUb`w$JJbN>SNP$?(79N4SrHK5m!CSxqxWVC
zQ`V}WFS_p6avq+;?YkZd6ZO^ocQ4`b?^fe~Y0!9hx|^kGKdPINm;m!VvFKpv7wMu;
z&k1|gqR376;mOH_M1AlsH``xRo7wm3OxSYqJI$!^CS1@G;)1L>JsBx3=vfG1RZ}$>
zY)byA!9WEPReTbBXe`{91Cux>@vLX&u~2cuEdBHiR~17jN(<6lpvjBxZ(8Sh+dI4S
z0#ey(0L=qiDlSuKweMSOA1}qbZ9Vj981#;6u<a9W)F+i<JYCPS?z)}+BTxW&=;QM<
z?DyCr4-xnAIMAOeF@iul>G4Y)sL_UFTK%@m4TJT-me*BBZ*bjzcVXg*FOr_<ksqiM
zGQ9sI!!_H$5JuEVDBD3bx;sA55Xa_2cico=cLgdKTL&YHFWbxr5&kFVN%*+)li0+>
z9g^frdXV%wYJ;&XyX&r#c^`U{k+=pK=GO7lT!F}LU(3y_jox3lwgs*m{zYn#fTvVq
z)JWY1c4vE{=f~xJC<SD;Nsin+IeDDO-(<e}#5ftY`@#0DIW0+#nA^ZD>UD=?)@H?7
z4~POCdk#}_ml@&QLchz6=p+s=x$Rh3&SY(T2r_AUw`?_*_SShc4M3^xuL@Rez}a4q
zBX8b7sL1*oQUD95JepmRWAWfP%3lL57c;zbIEeMTzlg=$;dhbvdBb}|r(C5%3^MiO
zoNWYW9mssSu}OUpBIbu{%sxq&8mP{Zxv>RYm>b|OZi;c38x9~QK68D?$?+Vb$wr#)
z_5D<pH#DdBg!0IXfUvEzxV8SQ&~cub#qLDn09DSPpv4^i2C(FLwOn0P;53)<7`~?Z
zP%$)~1$HOPN4|o<`4f&DQ8iFix-ly|3dM%l1Npxm5t6SG6I#jDwwMPhjW^`^8=gJ}
zrtb4w%R;>!3Yc>u>x$eDRM=me44Eg!br_m+f%#Ak7f)j=AHyA2`Q4Z9cM3){-h1*Y
z80crw>-=>0yjW23%zyBC{wcU0bx_I*W?r$S#=>7EM)aoHK<)3t+hcs|oz*}k`T&_j
z&6BNJ6{Ihpux*BazIr(IGT<N=PtwaxZi1{8&LJXvMEt-tcAk)%Co79pFK8LEOTWH`
zl!K%N$W{737B!CL%Hx2Afr+vK!ipZh<R-vxx7WBNKiRjVdBe!HqW#9I53hWBLA%e8
z(?D!-Oe^x_jCK5X&~%0A*lN<+K2v#TA=f&hKq2YG!sSrFD7@Yoe1dwO(jVJh%_;H|
zS~>MD!K_Br$5W454jr|eF9t1|RKQRlZ<^k;fsd#>vo~|Uv6drAQMr%3o8@}mhE+Lc
zgGR~QpunZsYve#uSdGe^ZvEXYW7tNkMc&a)=u9mrV@u~dFK_z13qWwn%eCTpkrVgd
zwG0a97DuLNf`|ozdYb9fScQE0H<ccJda(rAZL~=EYa*h*L6e51v@rhP&i0*+Uk%XG
zfaGdvhnK<VvR(Q&UVF8fr@3IL6nFo5*bh{9oIlG|oU^aF#0Px|@oJ6UA?~84;I;99
zGS})Rgri-eomnTQsxEDFlP&}$R^kTRwYv2&9}r}&;0?^8^ABXtUZVlEIsOdEU&28*
zy~mGAuOAwH_}d(EIs4lMAIM|K(M1y}RpEGtA4{rL2XBx3m~?AAfNpTdk(IxV6`75y
z6SrCP?7zYrD9qMM+rDCy*2`9$9i~R!Fxu;3wEgYUIjAAVm^SZb<b@*EAX&j1b1!{-
z49&r54)rM`#$E5<tHdPL)hR+-YhVQ3P0!Frs(nm(yv|NGyUx!$B3?ST<X5I=$y)hh
zX}QO*@Hy$qF`u11J~v(qGdZG~>%nYIYOtj7`<fFeoS(>8%yOr<f%C=|AGG&NRRQvS
z&MMB;wQcmq)3igOgO^$*LI+5}2HjlSw#0g4vpd$Z+_tq{9Tc&6!wniZ_bdo0dWeI|
z2HNK3kw|G|x$Oic9td}&fWM#UA^EX1#}~(z=uULiQ`x)iyEE$2G|?`+0S0pmo9M8T
zc}gncP9lReUJ~+U_)FU!Vs<hnMF*XHfU8s0BLW)>4j2id9WG9}ac?l&b!TQll>c@S
z?S09%6%L9ai{!=>uvYd@#}Mt@H%RM7Uugpx9$a@20V>!`-N8!}3J+Z&h2$_~f5I^m
z)I3A+n#hRrylQIsh1A*(;{E@raY2TW2rz(xdduhc$$C3}@qoq4mpg`$fD~;@Xas};
zU^I-X4)iPz*Y1OQ8lpv;Oj{XDc!&fyZ(MH2QMEAc4V)?KAR05-^>FRvm{ibBRHgnz
zZmnq9Ndunav}kjSKL=3{BYN$l<LGGA*}3*Xj1EN|raJ$~nW^u#w}q_T2HV>#n4Y$s
zL{2CC#GMwQEeC8Bu}ka*Ep=kBC()zKiIA0)RH1m)e*njPAwYKC*hroj$u5SVJ{qcZ
zZodr@kxq%9syq4r9XD3{H3iAL{<QVOli-tfj|@OCQ?xp(mjy#kBjCo<3XM+TrQO5^
zIG+Wfb=^g0KMOSACdMEBz8`zHDKX~t(TciCOo&TG1G<yD<LPy1<yl24Nqa{5A3poE
zdb45(qN><69+9KZ#imaq-RwlvPQLCA9jDz!e>A44iPm!3OgkkiadzqPI-XVu8lKF}
zvVsV@h+nG9Hreb5s=Ifsku(vpChbjbxz!0IcM#!mhYD&X<V&kvTd!Bg_ikESWGB9^
zlc)l$r!Zq{cMlTzVNwW_+4%DcI-p45ysaPMISTBy$OnluFJX4IJ-q9II+*}4-py^F
zmI%9ktZ}&~qcJ2I3&l0kW%;pWjaGEfyj5n0D!sXKE45i|(7|e--P!>FGwRdCHn}kG
z|Jx9VFiQDC;0G!Z(&@8U0eGdzzYg%cm*qB|=fs7U@Z~Y>4Y+Q7%{lSiwU^%ve<c(M
z7!G2i8c^HXed6WWmC(A$ci5&7v!{Ni8stM%V)W`u8kk%N5q5so<xqpI11AUz1RNCC
zY(*B9Qxw685BW7`5wmhenxM?)nP`|$Cq_CMxK50}SbN2570M$eeTJuaIHT(&>o&;A
zwTBQQWyI^-`{K7uUUhx>hh5J1M`)Jk_t^IF2~gtg0Idxnpoq;BzTwXq%V>SDqonOd
zd2%v$&fXNQFTEbVR01AOhF=XrmuDf|qqO{rJ|32BZ@k#kbAL!Bbh9nkDHt`uyBP%?
z)-YFmP|shY2Bn8(Dly9SLVuYadfYm^{kS=|sxott?Dv|@j`PHZIaw4ZKoMy)zcv7g
ziHj(XR6Dsc?`}Dt(eEI-x72sm$ZG(W)yU}wx?mPLs*#pn+hT72q!lUCHrJ0KjG4xh
zQYSxgxM#Pwf*tUuY>#NO;)~uK5!1Qlacgs;llhic=$!hiC?UAOkuDv&hxVZo{5FR&
z3~HWfvnp3)YsDFN-A+uqQdE4ltB~u(O&T%FSK&AuQNz;rwC-kwbp%F8d);kLxiY1z
zXL<Z>ZUB1{Q9;rzx|=bNJNhLb^8v13t0$o`rCmUu_52sg??n*w*fG5Mflir#>GMw1
zT}INNdvsHHjYAhmw!-M?Eb^AiS!teV*ISpY8{-h(g_?@{&r?2x)`7qhuV~ZZ`s0&<
zeva}AH;u(PqMd~+C6AOBU%BHAO+P(!QdczUj)S!%t{9Hs<24`KgVHyO%meyaUJiw-
zSr#NXHv>Okr?)fXT4ICpHJu95l^_Wr44~o;rE0=A9156>3^cQO)c~lg{<d?||BMi#
z8X_H+KO)ywTXSz3a8@WKU94B<&FIibCV)lLzDuK&qMM%^6&cU}<!k5!V7z%~Nh^^B
zt^uIn=D5&j<MznbbA4gIp&G@SGnFLY^tpkDG<XgStv~e2&Wx~bC&ar+s84i1qeCl=
z7Cl4`?D+}=oH)sPUNs~kabb-gtlhXbnittVmX`|ilZtUHVOUEAdj1>j@3AJ#oUzW<
zjno5tgHT=xJ!bbj4hV%2)uk^=bLdU`6k>j>TReJH5_CCfX&rAhr1E4q(ZO|(G@5g_
zRqN2)21CFt+=`uv=Iyl0!waZ1q<a-rHbtR@kq|cN)X<TwohbAA#$M<5<&4mR3@xvy
z&_Z69hPcA2=da9-*;;joN}8{}Y8)(AUL@OH|KKf6jLcVI9f>18y#CNev)qyRk-ErZ
zs(BB%OvBR2v5DrX|ICi)4XJNKy3Ptm5TjdSPY*4ib|BOXFDd^TbUvQ;f&U@J!@#>2
z-;pQSLY2XFX8Q*#7D6F>MQ*2^R!X^r|4A;U0zygr`2n(E+z)m_+C(L0tre{t3qW!o
z{Aw*X7Y(TkxPt|&OSEjK_KChFMT}%~hyO-#UGcz`ruX`{CHnuV0P+9A?4-)`2d(~p
zG|WCBKT<o_B1;exKpJ$m3Z7RHS*#Wya%4IGnj>2oA|9=~r?ONaMvS9-$#Rc-%OsTa
zA9p*&U3tW+X<;Fftij%WqhTQE;S0_KzhAxHC;!4Tu}7vSp-1w?`1o<j7wrdf3r0)_
z3r4>D7@F)K+`3e=$&Zenmu?n=0^MxZ>(FkrZi<Ss<!1H$`={O7Nm8dd?Ck7D&~^QW
zC=4OZ$OjR25BfH<(OKCHWh#JW@tDT8s^?}S>ul=3B%kN2AjYZ?w2L{boP&?@75LmC
zRXRSk67_~f)bCZ*N-7HAfWQC}_4L<(7*?)e6g9nbkg&dPp#`e&7LesubfjgY4_vi6
z%ukto_Ke34p;HQ}VsKeW`)QKMVtjFo;e~sDo&&#&(RP^Zil*r{q6i3tF>wHMRhqBu
z;CW+vL8l*WOSdpCs)9@?^EiplHdDk2uAE!XQ`d&_eajZi3gCEhOD|+8?aO!}9c<lw
zYLz$jyLL9w4{a#FBxVyRJM?Vz9gHY@jcHTa0JcJ30RMA9l5v~Np@KxD8Gi_RMYi|5
zU4F)~I8<{Hs;KW9O0HW20n7obE$U9P(n&^j=V8oeYr*7*edsQHez<4u+dUcmvXWXK
zYcGFpw}Yyy$U8PGhgjAzKoK7jUv0p|D~MV~YFuD)Ck>i0`wsvcx(jjGyvOcLls7`L
zx?FwxnFBLc()~OZvgl4q&3wws`DHV9>jx1^*Lbz%lr=~Y1)!f0<({|4_-~PUR0qLo
zz~r_)(%`X~$1RaJP7_)#eKh;>kt)IF6x9WmHHSH8=N1p0J<lcC@RFzl7ofpdXW+Ma
zq(f46Hay{hk5gIsiophBQ{#g=zd>59>vqVg36-BZwg=_Ul_&adZUI5KDwDnDN9LDP
zW+N6lJ1puwO2*zV@OXnn-2@QvE$+wQ);VHG<B|Fk=-j;Ieu8t^Uw){fNLxJzl>KFj
zrOM6?QO14Q;X36%6Z@da=Gy1K<<GnCe2ne8`1So}_dl0_Z1hfl@}qYto9(DSs#^N&
z8mkS|VA69#kv;Au6A$l4aHWv(0VuYU5sd>}dy_AmK-7(Wx+{5RM680#1~=x!&sj&J
z)p^<XjSZe0l_ulOSU5yWNh?vyVL^7BjhrnQSJBA+T{BrfmMx3*YUVg^%mbt4)n1k{
zEh-B=UK<#hM>U?9i#ubKc63}hXxIITd(waI&LzI`z3kLOhYNOb2@YpkerpXIb^lam
z|6FEGco2+2%h;47Ht;_t9ol4wn1pxKNsM3HCKkvOw94V_k?IX2h>Gu}VANAtF#Ux4
zN&Tfe`2%|rPt+QO`=)`inIZi9NLuE?G0np}yV+Q+ZSVNr>wi#lyw)<ui$RPafjy$T
z;?`{Z^sIxSFC(2%1~arr@I9|Ftmgm*lpWB$yLOeDZi@r`A6xSfhT)Onj7z+3&1?oS
zO~-;*VX9dOrXN~Uj?j*$AGGPa=eM@EK-IbPOPcs1EcgR&z#w-pOyxC#x&34+;eCPa
z87dr_JbCC@e1pi-taVAp7MHwbhQT=0!(*)0sXhAIM&J3$*QNj5)Evj>%X-y*n=3on
zVD~6;?u%~KESPbr$v@*4x~NF8H5i&o9tV#ya8~$6-l03MpVn^c3JK~YEn-{S+%7D&
zA#6)ssXqR3WVB|l@sNk4zZ728;7wY`343z~jCIvRw`Gl?DuI$xby^4E8Jb@V(%IV9
zbn<(AM~guG!N`_27>M3gN4@akcff&Uue8a^xpNDtUn^!bU21vC{>kF~H8&p3eK!G>
z-p|dkJl?m)NcH^%Oi3*@x{K`lg}8{fRqn=H?sBM2jJ`oTw#N&M(Np=+H9vD>tqaa(
zTQ;by->moCvJHL!tasPXl^$=cj_f?(1k%a5D)%J!H(uYLS4aK4KosOu=Zy{e{Qi8l
zeEa*@oV)F<MwM>{acjBsC&Ts!yXB`Z8Fe_=DxcA8i|SRn_*Mi!d4M7eIKuQkI^;;~
z__4O}0g$)FFTK(Jw{l}zt>i#{W6F`0`G?*#yDV5x*2IrQ?$!g0RC1Cn2)ol_z2MD(
z+y{D_eoQ)a1m~WFw(EzHh(t#30-n3h#iq)tiuK%0+@?3JPanAddusf?EZ3dq6>`sx
z4xS!;^$mgg0FH_10H5qesl(tp+hn?*k5B0fszhF7Ue5JExHaFgt8hQdh2|D{%THS4
zYDybpQ%uS|h2}=4jFjs*8kI}tqxS;+n{AI%%Dd1NU7k~ckv6u#4MRp!68q2wY~axK
zO7+$8(Juod_djNNXu_7aU5a{NdG3{vTe$M0H-{e{0`v1|L~#C#WjX5OhJ)Q;*S<=>
znSR{p)6wJGKbu5iP-@$7wu4U8am|SzC5`QPxN9$SEjwO*_Zjy3bkfvF_RaAgcg)Qk
zo-*}l`~Q&k-tk!X@B4T|nHg8aT}t+aA_^hv;<EQhR&G++WtW+<$q32Ho`vkqoskvU
zE0mQLlD)s@tGc>-f8L+(@9}*+et-7L<$8I}^E}SuI8J+4-i=p#yD$eI&ziei6n08Y
z<?NgkHg|F}hD6$Cc$YWZBPqIGaYt$Cja}MC%6cuFIrF1uPCpqPM2Nm$K@4H@VGRzv
zlNBAV4H7$IOU`ZTOHYJ1h6`%1)sc$qt*V!t8X`mNW&O_BySIs(vmA%RTzPzyY-fz-
z$A%z^guPI!e@5!~&o}|uwju7YU%!6{KZm>7(L6`CP)6Yq5rfe6Zkkp@P8_9!eiw38
zoK!wSw)8&Gx&_m}f?4ML5U5_SSwt`A(JrH`n>?NyqkL%XdsL@5GZ(>>V>b5A6z8rB
zL*wUT)Ow#|XP3=wX69RGps>`)H3&KtOTgT7^u|#FpDIUSnesuwyU8$zfW$gX!X4Zd
zmW>?U;AHrS@cD`Qd(vZjtewI1<?AzfPCshamrzBYby)3`j;u)It%7|TH<35&WuU~A
zATZ{6^7|KbpOeP(Bjfq4oCVPArlR&fMztRJ^z3?(Vb>kte3ag3nsm$Q{NO(6Sp^*i
z_cC|ZHhQX`sq0rxI6$}DA<l}gC@#J{_^h)fSkzGEWd8m6ACI&ua>22><++EU>Nnay
zb}-R&iiEB7>uPRzY&SbBZ8^_7LJ>VE&hdp$zug7ZdN}Vjb8cX01lHA~*5lR<ni@q7
zGKV~;P|OVtf0euaa~S_B1@?wkttSwVys=b4@gT$}vi%kjZet2S5|t<2Sh>kQG@DDj
zhuSk+n$dwsEh#^X)`Scp^;s=C-F?t`V<3Gr870jW)g{A5_3SJ3CA{nx`D|1+I#*JB
zwD7t6c6WU2p}NQ|gXP`|HKSwqP%g9%1BO-?SCu+!V~mX$*PRRwK+%FOp<~+YJm;rd
zzOSK$q1e++o4$DEsk*ZiTO!|qHqCRU`UeMl8w*|XT-o3Bvgioeu6)p72)R$T2Tch}
z3fcuZ^5_;C?2MxBzo-2X(uo-&QQM9Aw<do?U0KNDo12nf!UZanhdo>fxvywq>pLRn
zZPt0gQ-AoY1h+TmjJcUW{#tKg_37(GC$Z#LA@*u5YMqocFlpVI%6324Z_iBcL2n<?
zGhn5IxZ;%H%v!@9(774!=2n01qaHs!4L&001a7TqRwapgvP^G5R59y6Ne+8@Z@9nJ
zj9PF>jgZ^Lz#mP|T3EgB21m4Op3r`8t{YX{&QXCm#GleJi|g%LL-B<Oa*3d(4q5gw
z-|D_TSLO=@iYq`2x4kj>Wyb4>%{3?PC$ym;=CrYou#!shaCxCN08n(5ow7hc&GsCJ
zGb~ZYV$_GGva`|D*!up#{^eU_UNkoAa_>JYDw(=AaHd=76;8nO-rSmWu5KMU6Q(hb
zKDjgpD37^&%^Vua70G`TTY>s2qwx*e{gw;AD)v9enE0$j#doZg6yg_ZW=UspXMGlY
z2efzAoQO*N;G%F*s8^74TtMi0)E9Q2lJ#fn$<$n#K??KeP`@OOney0yp$Zh&196`|
zbYL~(@%`wRuENwjc_-p_*@Y%UBwDbqRHGEeX-1^eOc;mAbn5IdB!2&dKbK9bvYkov
z(E-w(zVjM=_l_0#CM*sd5PH$DtJ@L!QB$6{1!f1KCgRQwO9r3#`VF}1zb!OecLhwN
zNBEZ8;&_4yl{Im{x_R=JX}jR{D<oB|R9@28R?j_e*vN)nN-{fYN#s%6A)8{I(v^OZ
z^;G3)j^=uSNz?t(>!H31M)@6fpYYE;IM1$T5N#kx@4fzXRQ%<Wbw7p~w3?s$r!0x8
zm~jkARm_^mYTAy;OVl~1&X-@lLkrCE44LYe2PeE}hPbvJ<#%p=2-p|y9X(Y51?f@~
zj_R{DKf}js5GzuC(BW3Y#fs+-d1Rf0g>3J=ipzS$LQghDl1tRW9bWoYV0`kL64BIB
z1C88-H8fbmj%`nUJpjv#i6o8``L<9`9n#Bd%;_;nhoPZ2FBPq?O*lK{z6bs}8hZ*s
z<*E8GbX_``N`|YzT2BdWV00vZYH-LC#s0~9sKqNxUJDOXYqwphmuIaH2@xZ`9<L^8
zdIpJ{timX(>OOrsXkp99ZNHuANmHG3(Az&|Gl|5bZT*p~d*1EpgsQ7+6|ufNsWhPE
z-v1k_EsAytENhXnQKik=?9*ld)U@(;@?wcP1=$rJb&Ys_!BPwoaM!L2UiU-^C=`h<
z!4bbXMKrztvOIx+R7CAj`&7zWkdB{2xKdqAZ2vfG*b6aBS7UsvZfL<UvA|^ETIa=D
zURB+v{Q-Bw=OlI-)00$NsA}Rh`3o)9#RuBy?iOrN9($YqLPg_*Up6Mp1glDg2@TH?
zh25=GnV@kwaaK5ax`jBfr*EnC&CMn`)sswzn)?c^ocL2u8hJkEd@4a<>@s&IdkR7W
zlVIWX7ZpVe4$#eywDS^%-g{KP+yL^|5qm<$)mXDn=3k>FL@rPo&5WeYP@~+MAUB&%
zdNXq)R2(T&&b^8C!jR~946L3bir2z=b&PiJsD2TcyULkF)PP?Dy;kE&W!H>RqMHP=
zP6zb|mIPa={`bGvyxiZ=>hxc2mtzG(=Co?#F}Gep^Sv~sxVfALFPd`B(8#Vz6S|CG
zXl(tyx0kNUac#JH9K)ssEha;}T2_}bMj!5vBskA#t1)G!6be?;x&63w6Ydk9uSX9T
z85-k`Mu=s%SRauy9w^LG;8Fkv#t<@kZ(7Oi@0$>g7eUT62z^COWhu^jN*U1dgK38i
zs@0U$C%<}E^XlfN)`y6(p2#l$G<x;ZK|t`*>Z{i$V?;G=<#G*3tSCK<@M`~dX<KSI
zGoyU_nH~kX@vJ9}O;>9ab#&}^)am+~RkHcb35(dVYDGTMO~~g3So4Sc@9Eu0o}oZm
zMb7K6QBhK*lrJEy2_eBP`?zU>+JAYIQuPdm1k0l$d6Fxu^99Do-X$Kb<Arz9=9@WP
z{f5g-;R(hEp5sRrRvrvRb%eemU;r<NmyPO+{4uU7Ib&R`QHxdg&-q{Y+`ua9dPkkb
zL1f&A!SsQT`+#&)79be@FRWYG(o1y%UhNYrQana_cx$D|kc-%O6Jh8*B(L~ep`yEn
zt}WM}TofL|3XiSn1xe7qLv&Hp$IxFJKdIjaS3e-7e6uNYz4+F{Q-0a;ZrO3s_)R-5
zlpR~G%5c3hEwj{eD5Hk-I0H7lLx+V>qVS+W<-lR)Q@lnkqkD~lCyfY7{uvE)b@D?S
zJ30E8^MEu2?JAeGk=Vs9d!E@!r+@Q7-84Vvp;g<@)IVm=KL)P8@tdMjWPik6XCcQM
zTu$P{rAhW7VwzqwC_{AB69$DDb1T0~lu05d!;-Iu;zNn^OKc(0#LH|pp2yW{&u!($
zb|dDPPOh}qXc)x!1o67|R(C52m03-FTQQ{sTx52}+{Rrw)rb73wjjNfo=n0vDD`a(
zG&aC?m$Q1)h$^*EA#ThNfAH$(y4(RO*YoZ6kjjK^GQ7kvR^H`ooYUPEJ=nEXFGr=G
z51BQ0@S2ZgOU0u9&QPTHPP#TTztz#w(()QY^BkEY$(K$CI4ZO*zqS#U7~RdIUhyQI
zQPCqOy5jOtB_Uxw^JTily2p~xZkyeb7v>3MkgcGbqjXT8&AU+vksIfUAUrvgb#uLV
z=p|!WqazVMud~#B6J<oG_3nFE%`%93hAQigeQ>Y*#&WKic`|t;A@(5g;aKRXrCasS
z>6Pk&t}Mj<Mhx<D9u!1@l!v7{^}3=)7jFLjjJ+#(Jqyo*$B&}6@cNiD+T{~F`v-CS
zvy($J`fjy^tfdon?(8RxWH$2v0x9QQ4V<Yd-6{$s=4NtHvtx>?KaFDAzB_m@x0iZX
zI!%TH72<h{h`Uf}c~#X=Kj`P)y^8GJcKcgBf9%~d2!BG)@az1}IeiE;u)c{MJJ563
zuHD-2QoG>%1#<wVB=3S6BCY4BjTj$v5@9!hOimcu%PLhSicG4s@+Q?HarR<v?s%0L
zL%C}7(IpaPDi${=K!@6L?bd3W%7vSqkFeFSMMUKlw(Rs$!+z5~nHq=u*`G}gY}oJK
zOKZPxU{GUoL2mb%tQm@qTe2M^a3bveWs-&?vTONlVK1a+&rZrH-%V7%zGkNG8_NDz
z7M#R~DKVXrX!85i99!KWMmz(QqE}SKPnRxghM0)6IT*_ZxjK$biw=H0`ibSoye2Vc
zn{Sd5?8pl~PsT713*>fds}-K=CDYbSCua<#T>*}Tu&QU;PHS^c6PsMw_(e*i4848{
z;%;Lm!jjtZsB_NrQd!eF!^|&2nDgMG_Fqgy)6HH8q)Br0cW0^P^CwM|q0KK98-or$
zZ@{^+SD%=%)ideX-kFpco(S#R7!tatGJ8x|v}&0_>!#4Pz=Ra12<;cwoBB^ohci81
zUfc9SU`CH|W<U!b^aq9hfjk;31B|);-sJGFy(xB<G2|7w#1SIb=4&u1(=OozjCM?N
zj}kAf0*-0ZNg1An*j=Zo>}|{Gq){@Xj-jVrbG|U@dXmn!Y!lVEC`Gg|*tK{C*)917
z2x;yKOGw`y)^=NI<Np}Wram0GWE0+)9pXtN$Cy~8$a;U-aCc+aR+)N_Q6%2t1JcYo
ztU!|`F#zwJ%^N5DeI(;8$J6Ixf&mhqjB6j;Cp;!nJ_?#cMb=cdas`kK53i}{T>|DF
zf(Wz}aa^I7qG>zNwv8!!i_eO%jpM+vr`TpnPAiLmTi3EEB7i5sj@18I62X~#ro2Zj
z64!g#>O%;`YU#Dr{23!S)E+aiG-1TC=z10ZR3OWg3hpc06LG5v_sdc78aI*i<6$3$
zqAwJF+hbX-M-ru*Irm??8?4@YazQg3f8hk3Dhr#9Kee{k?1SA38+fTA1U;#B4I_e`
zHuLE<)c4EM<_wnNOCQqT)bkxX&{uIS%6?C|z_7cawkAREUC*|?LGk3re3c^*^N5b}
zouhvooG;-pU3DoX!p#>Uc@x%`p2EBKODlKIDv?bg8)Zca=qv;%kj4bBA@o7;t0>wB
zJOXOK-djpC{t9*jeJQdhKV3-wq`<(>WRIXULU%2*Oh^$q+}{31jiaK3PYNF8wvP7m
zNxeSmU7O8je{EmuHs1bHJAzC+*64WZ)4S0B`Dtu6`-fhal;eI}R^aDP6g1m0dzRX0
zvskuMBzy>IaB6iU5zQc?bf8(GCdov2dwi|x$<;ITQddts)jqgwmROoV<4I#!?yb?u
z@a#)Y6CYgI-FcEn6A>td^J#F4nXYf5YerEB8@3yKjlKreiOQ`dhSLr857mt#J9e(@
z`KBBLxH$B9tN4ccSH;J>iEd4vgfXAc>jcG=C1h@7Tot#lM^#r(YO5KOTd&ogNi_*A
zRbINMT|PaiNwBZMQm-<1CLV*<JWW;e+?xI!fDDQU%}f~t-LFb(N%lQ4ftx!QpM25y
zQDX35I1ihM;FKRd=3n@J5<#3R6H^#*v9o`KSTW=cm!ODt7dQ^w*s>6UTktmpq;WOI
zFo-r~rrI&e2{D8n-3B`78}K6jGMVCUMJ`kdDYw2cDHW^0vQckxH`4cwwmh>sqc3tE
z^{{ERp=hpowYNf<ik?*0BF~Fs!~Lbx9NWfJNjtHoZ>ZmW4CYLm^7GZA>Le7>lzI`&
z596%>`6(1?UsFb_$V}l?ea&yR0H4IgQ`XX{@4kWKQ)%wNgh7ft4O6G*g}8}6V(xKL
z+x|;q%A6Py`(zCk|5B9OSbT@8SCR`cH_sqG)$wIp@w80YAAtP0xU2EW2n-t+2whD9
zu&FSorhB4xl#R#ZLIllcNH}>@&pz|Quxo{k(b07>j<|);Sc3dNr%{7~VOK<z5)bS3
z?RpG`<S9LyzQU%PGbC6Rbtm{&>+EX=iMWA}cQQ5Z+4;JFo?0d5+Kvj{=S)__4YZMZ
zHhw!L*m+KM&%{e-pK~ZIr}NNzN6WrQm$~3`&dH=O$I#L3;shp8MKaNG`c91HDZbX3
zt6v%S-C8q_vj4c1#NHyA%{Te_Lpa<Az@YCku-(oXc2VJCk_OrHXXxJn>0?ro%;t@p
zCq1_WBo4`bt+I~Yiu_24M{yR9RA4e>M#ui_58uquhtp+?VM+9xJ1u2tcGRPl-TKqA
zkBR8EZ}v;jV_xWB3~smPEh#ckaX$pIr@m?;A$R2yp+)lb2{QM!V>Q+L&u59ZHg&vB
zPpS#j)$Owjk)ACEO(OqO-a-|H#P6laUD8s1LNc2CfhnO%z7*}Va6=YAKd6j{aw|%M
z77RuimkA$EetT|eVYA8_r8Way*#$dO0cXe`#P4i-@<hRl262hEHF=epq$AUz0YvPC
z^n<hS;@fQ71sX?PRun&)BtO*)_j~iSUXL~Q{$n;*zYD#i-392x01IF=a2|Um)I6@t
z0zvLhXaY8kKonu9w~mO9pZD`LmUB)F=NSF5WfSgREJS)uSJhB*OQ<T;?xj1yjP^*W
z8hrT>zocdjwezxJTjs;h@h%S?g@sZTkdne@y@KKJvt3;ZkhGHvU|5z<d+tYGCwgYP
z1Vf=;+jI)))E(zAWV-0EyrF<T6}tIt*!F{>!0S!h1rCP#Z%jXKITc5UNHQwSTi^cy
zzObWUwnGV-aY0HrjR%Yb%1|NtO0(;Ucsb8R85)?`0%-WnZ}U$do|0E(r0ors=~CJv
zaLRF*_8(4IJ-%(`1mvC^1$T^3QmmO=Lt<{t)IXYNm-uLg=H_!!cS3GywkrtqPijP(
z)ak;+GCf1wM9#ddzOV$)C>Y|rCo37w{bCCcVl*DPjU4-4t&-5f<Q!VZgIccXEvHYB
zTDwMXW!?2X6E3#wr?KAvYPkGV>(=rq>K~oe(`L{-Sab*V!cf5wH4+})d(OuoHA54b
zG5z9JkTsj5TH8e}xcw9*8A$xx0O;~D35<8&FO$EQkh|CLmY5fS|E4>1l23?8d8mvs
z{F2zwZGj3$&ikdg;2lkU(cy;huNI)rVQat2N+~Ogmr}^%^m5IrQv_+`l3Wg{cGl;9
z>7>UTIi<D5LuRjLs>tm_zMMY^dyhlVC&{jfvJG2HvhWe;NkTrA)K5)vKyTo%w#qtu
zFL9t%i@;0VzaxxHU6K^L5IS4dH{iZEZ&0!Evg_?IjQe6V9{$jQHSwpI*#Vyg$|;Ph
ztTF1<jBEB<_$Fparsk#Wtb>cFAtj}O0|22?oqR6Z<)0uMF{Gp>e0b%$ANQ()8Q>c#
zdcKJ}+j~j3_A2Pdo>CvknxvuC{C5)x)Rr@Z&7P1;P+s~`DnU|`@~Z0hr2m#m60Si?
zGWGC24jmRFL^WynCUQklF((2OhjUKiMUZ5B*$~Rmq<NM1J22alawj!eri;3gn;u@2
zM`<+8qL)4ST|JiK(%8H8ru2y8(%Ji6roNKRXX*6;w=4#FdkeLvlS>$(1mrGr6Jpmv
zo=&7Wp~_rKBs(jH@u`?=NxZnCV1Mn-dzy~`Kil89P2Bx9<MN2IDqHwF36{=Az}`lz
z^?WJ(&uF|A5}W#}sq>d>8>c)qMKV+&1(d`3c-a)a9amWwE{;I0=H|9+<=q)O&9hHS
zz$?az%l!Rlt?yp|ZyQ&TW#w<wYhYd=ML*?cVJ#i458Crt&JT!_i8px!s;3WVHN{Wm
z+!f>&i_J6NZKV_L|7cO5cw>@53;h_&lD3gJN|p~yy;2#%{jv_7VzXZM==eDqyo4Uw
z#NJ}^x?t>zN;qN7((1X&`J9T^Kzyo}Ta5`Imq_9ib`((y5$xU>3^;9<Gjj@6mx>bh
zayD4It$c0Slh<-+)txmDX;PC--oSdDS#ShOdW>Un^}0j3HwV(?mh-YM$o|k$vsMyr
zgxqM^z1g3q<{&GHD!E_t?$f>H^4OmktTnRbW9Q#x{BgkBFaoH+Z&mmhiLM}iN+6|Z
zlJrd^U-%$;P<fIGZTToR5RNa;u||5<Bu^@T26BF{%6{t6?WZxZ2B?z{SW{}Mp_Evj
zK?c&}Z`dif2nX@ZQ<HDP!c<60porJzdO{TX0&8sm5?z24s}^=6_pKWXaz8UVH+i_v
zrbccXZOng!8_POrhC<|`L}g1Oox25OLYMu{RZiTnf96TU9{EVT6AzP~*)mmGIg=Fd
z8cbva+hW*w9wjk)&eMx~(+=8<8bCAN#hbE0a@aW)Gv7Csk(~O&S{wc$^ede_!?LyU
zfb{kWJm3xLco@x8|Bd1rgq|to>3tZ?kyLHpnAjTs3&|OHH#L&-*q%O72t7e*$WVC6
z{&CWi6x|p=t28%WCcOuWK~-(J*;gkkN`cRhj*=3jk0;^JZ22t-r5+WW%SdKWl>iVj
zb`BNHhVuGyW^sdw-rL}V%~4tF?_h6Iv8u42zug!8X+W<8=LJv+rH1OJJ+p<$flp8z
zYl)bb3>8DtajhH;UhA<Zi-~u|T@kJ@)zGxsXGWu$G8LkyuX4(>^!QPdXlB){jhB+F
z{-+q_8>{uwMdM{cl7%xf<gC>v&n|d8I34~#_`pr0OwHh-!?KegS@$@TK3Quaew{Vj
zUK<bz#z(^pg|Rwa*C;cYWPKCMQE@UUwr~|jIFoI;6_TxTf<b)@m%kfiAcKWVB^eC(
zKT**_1QlKA;=YfI>>!Pz1<FCw;nRw^3noJs4+glYEIar66bT)l#f|XmVw99l21+`v
ziu&ENGHTh6W2<dWwRmvg-vO?K#gh|!GMXb1t%k4o5E=@=8-lDc%9hWH$GE81m<tbh
zgzUVPp;;yvlZD7qA2X0<I3!T8*0B9WRGO7MeJ&sA^#yiku@f#3h1i?Fn62u$KA~}%
z7<<iEsO0iOI?KH2`=MO_UHZ_lb@SWK#Vn1HADmr*I<Y7aR-pSKE%vkAM5wWi8Hb=Z
z9`|_O;GG!Fx!1~b=`5{GN51bUPiPkUX{eqvv(ekXnMf|dW>$YA(|wgxYwo$m5t2{U
zSv5M23-+no9orxsd3UTL&52VK`jbW$rvfoVJGH2@hRwirE#l++HoxqSSY~eimSbwx
zYtx_DkC!xrSYz3QjJPcbF?0r4uW@GuUlhh=r7BFwcm{$2ga9U@`=-+6d#H;u=9Z}k
zh*i>AXl1akCVK#k`O($*3v6ajDpaHonylIIjf+{NT@W6HrIaf{IIRb0QKzm<Lu@Vh
zRzlA=RQ>K1+?SpQSpv6Bt<>*u9VV3l$&F>GgMi)k^GXO2JrV(z_&*(5-Ox+Va&@Y_
zI^ntwslc(FwfVaM#Q(j2Tmw(I4O%z83p#5KL0SoD(shBoF|5@MjnFXRYLa6+Krzw5
zD`@^i9>IfAJ)2*YQb;$rF78UuV}Ha@C&XfUPMwUtzUevb+OJb;3pt_OFU%7DaV>pA
zAeLQTBTroPqH)=y1rliC@4z*w@THa$P1=TfNlgUQECJjxhQQK*H~7uBa<cAV6Fa$&
z-+^=^c~rCf7$I+#(0g~gx+4Njn!b5(E=SYW(?AI{T1?ZE2AD(TXI)o27X_T>GSgqf
z0i4#u1poUJ`sYRFtu61167C%UqAfy@gN59~po08$oIWRnTnh24e)`wtci09MBEqSP
z$g|e<6n!9mbks9*r(6>^)kgZ?>H^R8${y%lb-?0eAtg-7MwKUtnAs*lh8{IzYz}rK
z{C-++Q=jKOjAc=~lBB1wlm?J*S(6lUOV}?A^;(sVdFz!Yoxr`J0G#)sj8~&^pcA||
zB{N*;*fI-})4xX3!v&S0;G5_y8@N1hD|m3cAs`#rnw-qiAc$HK2uxa##~_j;9S8+2
zN9_AA4n4f|$G%4{jBVKZ86w52B>yJlDi4q&Vl?^^1MY}0dm+Yx2|RrcRq`W^|Kmr~
zk&mmlHXGxP4j4Ligu;Om1IgpBQCvh)la2ltfBlhQBEv0@4EOix#XqKi7kSq9{fiau
z8RdESlaH06N&Z+s$QDzFckIcWGUmbkApAn;Yv!v;c%Bot;8iw|$a%;7J;@(eChUwM
zWM?>R**fC>K6n<5JiGJImLK<wC<FqkBYKqHKY1~@ujv7sC+@i(8=k*#KL{U|Lq-9Q
zJQDXc89T_^?eX66#(fOl4p?^!$QAyZCG_)I8}h86vg{0Q-j5+k+hI;33EbxXxqas-
zVIb_y1focAKM22&8NNs3h;J+IYkFLfx7$B`S>oTfLuT0l83_IT;Xj#pcaUe=qr)d~
zYv~A+N*pFIKcB}LqT>Z%c^83pYzT<%*#PnMB}(AWgZdhlR~s~_P<^C9gZlSHet<i>
z2udpYeD#k3Q`tn8(*9{~4DNlhqQvY8xsmJ|f`kIFM5*{o<`JUO)dkUg_Km#S2!vq)
zXWSiN>E?dX?h^hV-!cRTO7i-E?Ooh&L?#bvE6HD?Y^8C}hyumz3AhnsIYi(9*UJZo
zVQXnbUS*lz%(C9CEIJ50i(3#?6bp$0@jn~h=9rY{*pDgswQOP7o48=ix29z8;l>yK
z-%Amu$1s;H8MhS@juTAk`huLE1nJyk0hmYujF&caA0EEow!1717G1GzU|t0*m}v$>
zXw-2nIx*+uUyQY?vu~k`j@}Tp=2x)i=LH+2E<O$TO2Qz-1pT8`#lmYK_H8XxK62)W
zsA9d_jKs<nufbQ~SS16=?`bna;2Rpq7yj5?lL4@JT|!gna0BB1Tuj6Z=^#~9vpdCA
z?69D7M#QDmex~ECb!gK#Qu6_EhAwn2UH~l3!Bp<rmH+>I!9HkCD|go&8WVkl9>!nc
zfGVPw@Yc|&QDN7xr<=^*Fmqb;uU=`OHYoiF@pcQCt%t9XFIKK7#elFTVDz%}c>U{-
z)J{);Ux<mPoA@>0l&4`*yownDab!qjfeRvwS*d*W#ILhSOqKi>FK|8AeeXwQ9bpE>
z)chwiP?F|<Wd^F=f3+a~Wt`+-WXbI=_{)_XK6-or2npuSM8_Nt!0*2o>4mIoRhBBB
zs6KcoK+{*X*EOVd^i|;P>Rfr_`+z=HSml<_WyOwi*z5oJ&n4bu(VvqcrjM-FoZL$*
zxD^B|jR4-C!1O-u6c&?3A+HYwc_o#^3>tq6dWv_z68#&I4bHw=MW78o?rSF4j?$^;
zx(NDdiv{9@&q>0~`Q0>@1Q`-U$Mov_VR^W{)wK4fh=Tf8eG#VJMDCaT4VRD6+igDN
z6Gi<uFAFGy-)RmIG&9@fwWb@z=M|4~{<R7AMPZx|;*UxHvH0!dku0<3-FqCL7>>S4
z`5&#t2B2%>y)*YJ^PbXh*N$kKp3AA(ciI7VvSr0WaRGwy_i5if>!=u{=65Mv<Zrms
zOCX6VD`c*=WUl*SLyC95GR?=EoKZO5s63jCUW&VoKQiyTNR!uT%U^d(8C)ZwLP9!!
ztaC~_c*lm4JAps>P;eAnL+bg6^>oRPq<-+u8KH^5%So!xG`hqAqDuj8Dab9p!UdfV
zC8G8SB#JDa2oj2>ee9o<=d@;ahSyA^hwtMPkXH>tyHvgHr$GE0!1@i?bt^9L*K9pS
zP7uG5J>Up(8Z`pgX#ydyUFbEy4>;yQfNlxbxSyp<;v%z~+(x3^DWRpx0%Qo*fo)U9
zj*7Q<^Y(akIl@Frvz{g1(RUo_jr#z{!(Op@fBQ%QGyzrJ+w>R;upI`vD!(~2SgRZW
z^05&}=k92@HJ){RLE96p3osXu^-M<iKDn&e+}@uAMvQgn;r*RY2jvXQp%3mr6?R?o
z`+CKlw$qIo2gy1NXR|Zwg-^$<D`)XWffFrTn<7MV2=kfhU2?d9j(MB<Ub9^;7`95<
z$Ak4<qkN_<U^#^udia18*bmp%UgB*AJ(R`0s<r2)|6h#2h2&DNiQd!fME>gui)A2s
z?{@&i+R^!{MNF`3$igV`QtkwJ6b!*qF&vU`x@k8G-RK%M=1=ouyD7rp6sqtQaMD7g
z;nuyUS+euot9v5XpL*Wp!4~+gXb>@B7yM$na(rz~pukxGPHJ9QzeadtKiyyug*IK!
z(fexwE8GpfA+I{#<p$)eEslI#aBS0B3J2u6f}5iuj5=3y=6vfBchOH5x;H#VTY<1Q
zJ9^TopJO}JB0bK*|79;QM?aq8y7@JU-t^w9pqEs8Lf_^M4u<Mkdv^xy*H`GOi0h>+
z)<}nUr{VLWU`<lEy*9sNw)<;g5=Fx%d3^KSar}P+rI5RDF@GlsU&O^pXp#S5<r)9K
zvGQb0LjIGLXA1f(r!t$k*HDLbczcZc>RqSZB-(9+Q?2;&nt)p~(((fmZu==zBtr62
zjRPUxAV|(o0`I9j=&fvK$WC8D-~8GR{T6I?rbQ35$D+5x!vw96&d2&T&CJW=^($~)
zjs%Hp&)D=Ara69cEkW4YQ!RUbcvk>W#f;K67*ZZ}58hn59jSi@>?0g22XOSfrQTPO
z90&zH`O3+t;SY{XWACAKv!FZz?5OpK*x~WBC6GAxISk&8e30k20K38*POPl^ipP%P
zlU`Zy>L8>G()!T)X@8v`QO&j%MgA?hqfmS9p5_St9P7ub>80#XV9ayX0Ts&>B}t*B
zZ?9P<kE)fq5!zC?RCs_9+24}uWw{VZK+oCUv38X7>OX$y+Hw>jsH(UxWZmC=fBA#P
zizm4$;qu^-_xk)UK|gk-=36bXYuJpIvvmLID<<R-Q%>Zgx%ncs8y=F-g5zO|a|w$u
zel^#^6zuHoIJ0|BZ^K^3fU9N8a-VYxaj%Qe-rUGVaqVZq@MkXy$Jr@PbUN#d^O5`v
zvs7k~h-jOLTLgDC!=dGZg!;<StH*xdUMPf>6s9Ff;#$Vps0%q@%Q8U&O?d}YZ>O*I
z_rLc?B~r5ZpFi(oP@I-q1RW~6GPFUOFcP^U_cSRtkGb&b`oOJ=b{+EpJ7A+D)qc}e
zJ3F_Cw;j-#Yc}uZUO8di2`<`QZIP`2d2^InK}KBc)F_bXcI{m|FR~UU{dH~kTV3_Q
z*@HQ)8vph^kJu_Ymv0_Inmxx{tGMKu>s2N_R7&ZAMAy^rI`t0;jzkxmbrYSy)lv0g
z41w{XW>;1&$IsX)CZfP*0Y(Zp%hPE~kX%|A+8<Kr`rVxzCT$B~7@z+-znSNQA#t7M
z^2y^D@Lg-DlDul&8DwzRK&xi|WwnAiTVkjuz79v!(1`oN9#!>FzuTJXaVCP0zX81k
zL!8b9?IO)p8p4Q5-~kypKySc`rlUi|L-YA{q(bj8+!_d{^S#4T=2PUdEVvaU@Wq`~
z^ni+S;c}ZM1y^BYAzjsjX00AUIpd@zy7KBysWW9&9NZq%b|z12XM~JC=gtoH+tQ!Z
z#i9upLL^ApsI%W0gk6>T;H%InRY(WPy$oJjp#slB90=oj!0u>q=oMMis3VvJIW+Do
z>(M02T<|wZGNFOa=8mf8HMD+G>LNd7eSHF)38Zn?wAHH(Up&#oSyv~Zo|W;cUkQXG
zlDqt?7frR;eC8IklIs!fe_1l%2=TF&Z4HFa0o$l}hzdHeeI0`4OHFn)5QH*GowcUg
z{8e5>lf$V)WK2(U{NEs2>?x8ZF}^4x#69y;IB$R<5g3OA^f+r)$jVi=@EYn{=%+rh
z4kCIrv3tPSb=R}=vda{BcD2PXy?Qd`x$U=T^PJ4j@57Qc5*McGS565kQxRg4NJP)2
zDtAzi&FKdH-PRh@C5`U&$Z1YQ<0q(5H%;0-Ul|rU)eR5?Q^=FvbV}7BZ)j0h>h>(j
zv6T2Noj}}LL>2He88a41sl>(F2O#Jw-FlbnGo9FNfC-1}zFi<nQ<_a||C^8K0K~%j
zgP#ueH+;nhq>CHJ*Mr@6>rxd>!LYgPOL>|My^eHhzDjvaM<tp8s<Q((8~s%nSPRyt
zA?`m}qc=AENu8SVEj=YI;;_9Mub_G)yz6aD?8=`!xQQWR0WdUwi!R5OvY5SEc3KWh
zI%RUOsc{7;4;uw@-p|`a2tIC2Sgeo6@2|4%04ri4nmx<A{(7QpVN&>|L>ak$x`&e#
ztT$D%qB>SzcG^xIlQQF2mKerd2d?U2nc_72?h3Xzaz;u!Q(FJ?6O7^}7nx-qK&zDD
zY${MKpLOu{rXb>8UF_OJbSydYDGAdWJ2!6yOOyBsX4Z=H?VP9VsoyB~K5ytb8pVSh
zQ_Z5f2ME`aI<_WcK#~t~4eBjyqrcSmM$vs$pZ4%_$q(T)GiOsA3<dx4(_FpzY)bz1
zxZuPu#aBW!lE<>Vu_ONX;!+7g&a27%OK9AAW%f)=1gK?FBH#Wwx(-e?I>4g%3I}On
ziZ5w&WVOaUAoEW$xxu9$C!uXn$x$R*OutFxh3ULvY>l4)wN2?DA-Yhpc6Zme=b{~3
zUR|*Be)V*y<r%}}nO9a=u@GPfHp%Atk|j2?aV3iH${)N55^aC?*WyRxi3cZYB&k1@
zzLDx=<Sd_I=r2-ZN3+Y=>uzdR8wj~8bNOeSp!crs(fUPJYy3~LT4g<t4u>|)TSiLi
zrp~j<LX6AajsqNzWwPu}0P}_4cOYJ2<K|T|Y{Iwkup5rr@&0kan~5@~QIZW8jWy$-
zK=}UZRJi)^LPKwE3|%k-9)bfcYJ@tuOp;J}LT%iHa)jwhY7t_TKI~i@;8Z)WDctTr
zC&QHJSh>CcRtT`p-_gJI8~qEFJkw8n(GFNMyKA}b_Mtu+i)|m&r{xTRn|{(!c1g8L
z`SzI50M+iUw5soFPLB@9oZo24FYGEI1abxRWUrycAA$K63&3ojBxlKR$$S!{iYC1`
z=x&x02u^NC>oNp_5am20sZ9_2_kY0aG&T&0hTAgqZ^(vHAdE-aN81>kOeG#}0p%%4
z#kHa>FyM(jsps0<obhdghfvAov=@S?#n!3zN1VfuAoN0OdXG6Wu;T%()I}t>)`xl<
zyPRp1U|k()zIElc$sx1cnWNS@;C$g%PrXcedQ8|>;QFWW14tEOx+2hCz6umq!|zC?
z72+j6O5_8Y(DwurvP6LWv_Dn5>WAV<8D2T%x|N%|OLa_q%E`NO>lW7+!el(p@y99&
zV;{Yb94k^@yLP*P%;nSAy)<Vo%G1O4{rY{-&+bi(TyVoUB2+iM&!qCqSDuB`-;-Y6
z=Ig6#Kd170+2_Z^cCAGJlZ(cX=lR7;8pXf4<=y|vDRx1Gpz(~<t<IH9yQ@RpsJI#7
zQ#$B+8K+3Jkv~Iv6VtbEsw$Yg*mraBCwf;JPlxTF4W*G&)%a1719*lW0lu1E)eYdH
zKBOj(;0M)yU39qP7b~5>jv?_HjlXK0WE&*!X$^UjHdu=?90$D$U+TG#qh0As9Su;M
z8i2HBss7B|M8XqN|JZHS2@<k);SD`UcUP*VW2mSrYwh<1$oKl!3@ZS*Dc4|QCuS5u
zEBdLONU;erYln!+PCpf8ghokqQ7`TXtS~jYUFAD_caDVY<L!wDYf36uc2y^DrWF#2
zJTbK@ix#FdRVRFbu5N8TJoOk%paz8k$ZV$4$o*L`9%AKNTjt<ERsu~-E4trUy4=fr
zEJ-Yv#|UFwK`eUEe1~q6@8_gkG}W(j6dN$;%A=)1Y0J2TwLeQL%5eKZ|1_MWNu7~J
zCC={qUq?|Bd)6NJBd`;`g7p9isF0rOv-=#cV_L0?cf^ilA{Q$mXDtD%VR!=5+o#k<
zDNd0l*%3jqr*hKi4AN}nQ4fuWo;&^A6CTkBD8hoaCBvOs5M^NyTvFxwV{07BqhgL{
zLuDi*mYBPEw=H@qHW+2-86-(~$*OGX6aq&Dq$OxD6KUnD?D;>USNDI0pa8%xiCx)s
zH4f-7)Yra?2rr@3+pj4f(NddEpqknd`m!Z+Zt1VI6knlMBxQ>MY30s${h;rqRL{sI
zOqmLcXYn|VHh{+R<>JMEAQ+kNs`3r+<U~C{pLp!}84M0SrgC<yVNgaXLlUyU`1qVW
z4;e;}omw>Q4s>I_-!EbP7JA!RKzWX%Kc~Z!CIYL;#=rSl(s>T-yB$c~sW>q2uj^V)
zb)7?SFRW~6oxv%=Mg6y2?wB9UFmlCT%&=g<w8Pn@P7$#K-&*YgD1~c#m)(gJeG{#{
z%;&m&H#eR$I5AcASCTXKR!GifLMy%TwCpAxR8n(ghx`Jm=<a>3=X1g9SV%@&Qsree
zBW->m9F~Y&M0c``3%AB$FF<n_U)3``WvsYo$FS$AkrRq2hO4o(i$lh<6Ixi9+(g6|
z41u67z5y8a0=Pc&5K<c3yePW&X%yQ$0DeEOLG!3up-0N&HyqNFOY3aYm*)TF8^{rd
zK#S$vf5ncpr8DE(R(=ZCo3&#HpiCNBGdg92F!njmVs<&)`11_*A0)oL=f0y`f?sQ1
zM!UoHnYp?Y)QKEd(<IUzfx`AtZeSuAv&oINe;iwwuc9%LyJL{5`{LR|8@a^5+-Y}P
zzgmhQ?5#fcC>=B>`Z!SB@KN+lYS;jo=n969=xA?+Mw@z{v{hk|J**`$cOhBPDV|i5
zp$8LB>k`XvrH-g<pI9(oFud1*t`GUg3e-_nL<k4_Wan9g<D@r!5!>P$^J9g}d`m6P
zzcl5ic8#r9{aUJgrF;7?khuW^=Sbdb$_dXu@Jf6HuS}4k!`%#&ydD+^Ed*M#w1W=t
zmcI=ENuX?{=H7(Gq7X_~eX#EwX(eeYZEPcU0A<cTu(&jb=42W*S@-}^<OaM?bbD62
zlRjq<q$gm9l!Vc{?l<^JN^(~ZWwCZ^Es1D)UbV<;IAwU5I!`=ET04=5n}<S4#w2;G
z`B`<}0pLGvLVp7YYbOLDzy65cf#;E9scb6c!KM0;_3;5}szpm}WJ0n8uwT*}soL{?
zEXGj;|3TR*V;h%4iYg!#lbsPLLw~{qDy)ll$?zyDeg_KO0Pq&{s0SreuL9Fne<%q~
z{gEC{E4dRXl;Zgsm_Vd-9PS`<iYQZ0+}qt{)yHl}+^7)b(iP`&tJZZsLe|Q@y13Dt
zQ?Y0UY<@W}hWaK4x=qKs{W<#jlGJ`_#<EL<5zh49L1Ah=o=ZJI$ZFynzAvH4yX*p2
zy<Q447L{dCQ_V4r3!`oz7j$35tzq0Wz=2Z+%RiKucj))olTKjFSicG9K<tb->2<$L
zlOg61yVgsna#@wnvgm>xojhyEs=b|tfHFS3XEY!@4|7UVObGV*K=o)h%eh+??3S>?
zB<@94k~^RHgj?ZaV#aBkug+mIScO%plGkuFjJ`eVNU*c)Q?vcpz~Fo9vuZoCZk7}q
zZ=XF)hf08kScg@spqEw5yVE-8G?j<2@)?sY0DR_i+ueMV8G!lREu8{d4O^$hvT20p
zIkoK<{{Y{aFH^S1$Mc$vNGm11c+ftRI#HZ`pEhfGI2XMXgrwyU?}ucPPXK$a06Daa
zG&G0_qo09d@a{^iZF?U0Pj>SSnJ`k{X0Tx7?k8l8{j4^gF`?nC{2|GclLsr)SwXMc
z3M>W_Q4~)T<=8X`aBRyy%Fr@}hA4zGh1)df!k)4j!8atL7mb8%`+*aRlkPf;{2&i`
z=~OMT63PV>tx)ydmt;%HGiQJ(av~-|C`goJiqq!E&&c-wIWba4PAGsRcmxd9fxu6A
z3+AX8fI}(Lf#?@IK*t;@wc`?KoXW5qF3kf03qQI_9PVxl;8k_rXF4tL<;AVxve*sa
zR&nJ4x61!;>iJM+fx)^a5}Vg8d1&bb;2T&z0FJM>BoBab_I2t^-Y<onb)Xl^?)}z1
zGZEI850YdL<t>)am#-27AQ$%PGSDw&(De8fw0&{{>YD1&L0c=+6;_3j;eAp{n+T@b
zL~%Nxq?CLDs;T@~=}<O|2i_r|Smpjnv6{HKBk_MFSRr0WY3M`apS?~a+?oQiB=KYT
zQNVVSq#$*v$0K~i6x~&TMy|+@!C-Nm1jm9ULL&<emlTuZNS@YSI+c3(;h!8U(*6Gj
zj@3s14bJ#Ut$r=C8X4;Cj=x{yWyEDbPkEdTqg;Kl-!)-|*PoB!@KgTO1VqcaXIl12
z#W&H>@4?=7e~rVEPHMt3Lni1ZE;_NkI$9OLZ1fNacEdt44EzhnxZbPwFcZG3*G#&a
z8ddu%9`jOwGn77;^wu9pd=o!%hO)@H<2EnlS%g{#uJR5_xlrE)u8g4|%I~z9yeIu<
zIiDm-0^nqu)*G~&3(QScK4&ImpF9-)pf;xZAF`bey{W(xap_sFwps@1`qo_0dItb0
z51T?M1{Kz18s#U8&WBT0E8}!9JH>SwIee7hu%;HNWz^lQ2|Lmo`XAoa+FdeB-(h3-
z>Uz+`wEY5lMF<5Eb7QQZus4lygcaN{y*>FpA~nEQ_4@TMNvD{y&DEkwmS&WPbjyJ(
zRka%SK$-AjZQ+^I_rS_;<R;id7}f_O<jE0y%|T})cKY{V3buG-Cio>s_N(dF_PxTD
zvkygpYP_4d6LF&@z^-;pfwkWEGO19HZ561XJhAPwxdf-8UX1!g`&fYWAq$0vI}kol
z-!`{0+u^R|c%ND9MKic~w5={?bOS{MGLXk-xI(^xbOBxe?Y3ERldN0r{D^bEzN0p<
z0bQv!cA%}20C&LMSD1xkSY5(araKs4RnoJpKZalB5t4m=PP)YOM;vE{Q~-xMy0~$X
zL<0sWd+(BiMa=%2_T=-@lWJ68rgg0XP6{FEOt%S^yV>=4qx3Vmh$0R+a1d~~fXqPP
zNQ9ZV(J=wMDVbp)-VgVGLjq>|+=@lPc?fcQ+TCaA9Ix#ViRAmxZbsg8%H(pWskSVu
zrDXMY80+S#f8_#&F6h;IC2WS?&X|ReyXX3m<Jgk~$*LJHtrttKq!Q178?DmH9e<L9
z8G<n<nGkyE;@Ayv?oO@H0*)W%U*?mZKTSMCoph@V?`P!ldI?Up)PqcRDXbuJ#R~?e
zMCM{<QAo&Vko{*}q9ydB)Rs~esLYVOrOtFDD)yuQC5q@ixyOg1{-8fGocTq6igmII
z&u3hej0c0KS%mzA6}kGG{KSy7=}Q=Wuk=%xCykphZ%)fs2&)`IJzRv>vUwkZ`><>1
zPVbPcZ$9uxA~^c}7(DbK<;&5_G=pvcBN87TZ$AJx0gl2C(g-wB8NdFTL8A$AUZ56c
ztvm;!5bu`_Pe=tbVh_o#!R=2Sd7Q1c;(Dk`J-wgD0Q#c;x@R!$$<dfwzrsj*B#e}K
z_4dXe=~EWMbDU#QIQYFiuOZwK8>{(OE&_E^4^~W%UE%f`1zorSU%#E;GmXEeR(q-E
zY(BTh!hJ6E@$V-m)HEHZYzDI0z#B0esyvGU=J7*JmURZ4IZ%Fvel2tDn7f;ht|K-&
zQFf}|?3s>)bYC|W<U803u(QtMRG)i-V9t$OX)#uFeV4kOGqc~ZO=mNltB?B_wXPnv
zcID237Ir_RNp`0wUsyM6qIJ3oX<EJ!y9W`Ll|FO543(_-tTp9XiN`d{0~Q5s7I1$y
zPv8GO8YwB}c3@iRzZ=3{q&Rx-=99DRiV^h}cv4k5o%tdF+f0?{EN34H*&k6Uf1z<C
z@PWG->sb8$NN0t<GsZNZ$W^(1`mMl^eG$$H=U8gR`g_`6kO0__Fd&ag=idK?LkVpD
z<t0&VyG}gi4;qpyOvnw7*iQyA7=oip_sebly}P-bc3>>4dS=*5a9jHE5kH-LUV(9_
zl!aSfo|8zJB!Ff^?CAph(Dvot<72|p{yj<P^Zs|NL3*EdRvoBH#XQu%!dCkiFn@xT
zr3$$EHC)IEN8r7vLR5Y-b0Am9qySb6{bBEF$>#-a?qxZ-Q4!B2l-`2N&>*O7Z>S9b
z<@z2}HHsj3(FHTcY)A>xWN3eql#IcnkI!zV<Jox9>LLHRkZk7Ey{2L^c+Z@ZDm~|_
zv~2P;GJSX!<l%CR3O%IUdFdutb@Xc-aLNRRwnLFLxsLb80{n016IgQ?lJ(#5HnVa9
z(Dc=UE5Y%CbKI*dIAb4r#oYr}CWj7j{6Q!=YT1y~tujVeb`{Ue-@hkUaz0Tijef(m
z!swvw7hx&3=)VX{nL@dfa=UTqb50w<v;sV+nbf%>^iu3R;XiqxnaHj%<7jumu}vO{
znIbsD(ENw5xJR2&Vz)7Yuu2EO>_|_81d-%-<}(IetwmD!Ao+#hBoXw*RxtcELM$}W
zK7muv{76MfoL!eJr<{~sq9iFLo8*x=i)@G|SeA*7A0|j)NobPvmkJM<9qEBYO)t8f
z50p4XVCGXXf%uO=y@5;!yk#!SIVNTN^(Uz*wo&XC9Yrh;dC{*NO`EtE1wbSp(sIT#
zIz2xWUC3%s`oU?EmH%HjP4i5_7Oc$l@4zq{*}BCL7Tx(6yNx>wegxNIgh-}&B;Y;e
zA78=%KsW;>?eFM23y+7wD4hMw7aU>W*QEZJWfa1?`k&TP9{+U%{dxi5lpQ~F`1gJj
zOMoVP_2|^zJ2|*FWI`%EzFxoSFuzW=hX_mV9(tDGkIxbypM8uq^2L2t17V}|wnmQr
z@pmDgKVSbh8SW2*fBtV~Lj>HYJQad}QC(!GoxcZn>*NXMvwsrI4#QVq-^h^sRw>UR
zyeOxwuAjz6|9*`p&DTGEorf9&{8;$)m@-^(J_KPgF`Od$AMg5Kx+1`3{!4$PQU!0O
z!DZm&^LwlP7=uUTPlS;-|4E2CuObIO7T#rcSqt|FMW~TZju6Lhx^3M?n!#Iww6YkA
z`sUDD0wKE~eOJNEy#Voy4hs06vtaLqup9E9y+8WzG@J*UYi^!I$+Nicn7iUJhcbeu
zOi+M{xdV-V9e0`jF&WHH&4z|+(2ioPMbP1^3CME`peWpL`cB~wLO#4W+7f=Bobz7P
zzq}?iFY?H;A?i0=LPenALynj)tV7XL7wlv#pzdD?hVzIOk&)=$YS@VF2jO*ST34}x
zXj0(P(lJz^#0|`^G0KpK@##tJHRi;vAozg@<n;K9KIb<_Zkq7_!d{}SqjTTw{H6EG
zgPsdzGBiMA4Bng*4CQ8^jW~BfJHI~FRkZ;*gu!ix!%{tvYE|?#z&7*i>X5M8M%RKN
zkp*;eRU#;aFt?)Ts(`)5qo;DW=_YTzw0}rP`MJ+n2KR3Du#SBXk5T?R^a)DHX^|co
z*^FDEA%q?-MBL9g_08P3S`93~bC=I$^IOx{#n1*o;qDgP{ZNcFkpsW1g|6_;Wj4)b
z=svj+uC9~^6TWHW)=mCkDniQw+*oqnfp+sXG(s^oJ6P(1l=K#y+91!mykU@ff+*p)
zZyALK;#=133zX(N_;fCB%wO$6)ad-BN7??$_HSo2gz5D9o+>*Sggty`c<Q@|Z*YX|
z?*(%X_LTiS#V86~yb3p*8BDoa!59(l5i{m|JSGs3>!F(cHLmH^MIb9NX4o<PX=4Ut
zrMic|Y|I7`Miq!;@&N6ql5Enlj4r#H=Dtz!X%LJpEq~pBStk;_b^7h;-@*Ajmt=2I
zHuap-Qn~nsJWK%3hpX~{;4}Ob7r;JK2}4#3ljS0=2#q}Zh&)>-y6=wrW6a_Z9vM>B
zd`yHrt71&-cL_0`cZS$78|cXnKb_0s3;!?9Wg+*cVEAmQnEp0}Qpa3NjUJm6{X3ul
z+}V!rle4!4;*^$PV+xVi*GIWo<jETA;+!jiATuAuU(T~3{k8SQpes6g@?tjI<v$pb
zG6<}0#;1pKO-zvdUx`Vb>MdT7@{CsRewRlWc3*qcm5TtpXw+Aa26ZE1U-uF2ZOhTh
zhn$vv_jDOH&F!KArfb4az&QM)1)4-+x^<5-N;$9aB$i0~l;3RK21MCvolTvLyT)Lz
zXCO>9%?W99-000gsh^Nr1eEv{<Nh2LF_y)7m)oy0GOR#%+##?Vo2;h+OYOWcCBbH(
z<Oyl5gA4k{AfZJQ8xjuxcR*>e1ZYn6qXpUI{dkbx$k!}GM~VtGMT}K>=H3_nnmk3m
zL8iP4WZz=HZbGn$oPV6p8UYTz4F-ipC-{di<vr!<sj63=6$#fdnvQcUhFqr)34s2m
zR~goE0E#IiNEvAO9+3Qpg`HPtD0+kGGODgN!iO9RfTZ~@z!H+cb?8eWHRU*L?IU|A
zxeQJ{F7|$pK1)zYb7_511_j|+>WFc0;mGAc(fQp4+eLE&=G+=Ni9GQ1vT+5a{QGj~
zx|DNa))-6+trV~HfvsdY?;r%mdgZje{UY*HkNVGb=&e<ND5oTCC|;+V38APeIxB&x
zH)7CS_;N@Zk&i;Wd6Vje+0Dy$-usq2Ln<<Inoa+MX?onLi1`HIF<F5v&AyA8`i|I#
zWVI8`T?=Hw6aG$&AK@q1U9I#QNcN3|KD=p#qWl}WpLPJqRU=jnM^h8E>^5#~A;&nh
z0ps>JjG$q}?ciQHsG=k6S)hfi#7=0l$zX^ZXi%&m)@DuPA*5Eiwk)Yz;gB5%Zk9O<
z;Imwp_7~j;xJLZ0GF_43@skJw5sFQu#s;)kFGP&=^vaa_^d0pppimWiS=dc={3)mk
zM}T-pTVo8ZZ;JD7HI{!b?LL6PFGg(t@gWLby65jrUIJY_2SGwf$>lH|Y2a42w-SHw
z`o5xTF_2s_Tf|(Ie}mps*6Vx9<KM)d$p4MlLpfC+skOENQkgf<%jx;N6eb#+t)6ob
zD;N4OU6Iu}`P3E?gB&LpMU9MyApEN0Gwov1V%@)sSZmoYck1n~fp61j>Ud}Mvl;9k
zPFz&xA8tn*VU6Md-4`^QCo?mn^PLTqJ~vx0l=&`++wUXd@8rEvQnS~FZCJjQ-EyyZ
zrKc(@pDc^#`VcO_IONd+(~=QL-v394F^3o}+MDu55#y#sfC6FC@B@<u6w526;Pp54
z?xa7rU83{GB8#*GIP2+$6Qo{J#XBtER>138glL+i+O{{AmKacI-WC}01<zB^HvIL8
zzj&Ck5GvFl5JC0r4pYHe?Z!@bT!r1XEJKj6%I3dMt~2xCx!B*J8^4@-N3}wQ0Ohz1
zN$-+81+&8^S4Um2#}ob!Ud>y$y>H=|HQ1mKq&%l4jUEn>5kG=Iq7}5(apeF!-hHs`
zWs41j{@Wdh>;SoeY>(i@p+^EeiMFozF;tREs7eDri;=pMDUMvCpXqccn_x5ath}Xj
z0CSFYoz;OkN~@Y+6h&`)G2D@{TSmO6_L2qtCmA|bOm2er6ks@~FWz|bPvLc*h2Wi~
znokS1aU3n4^+cnT!q}CtZ>*e@-<@0g*J^mn$iPNX1YtE-6s-p**?Fc-&p^4Z06_j8
zY+dQ{yEApInu6^PFUz$x*To}_%l}H}k^6)YrYGXiI1g@iU~|PGk)zT@)-c@eI!}!-
z<C^H5K{tI>)r+=I)|9D|Mk2^Y;NE=it7-2GcMm|KOGm9wuWuHVvej&uTg~(+By1BH
zDb}V8wdMZLLG@`cfY>roz4{8ikdD*-c=W2?birLZXpHCf_0wd)O;Nj!PV%6>0^O|M
zh4V=u7MlV-Rn!#qar=qnx4@0){*goRYLj41^yW{Fir*z@Gde2=M5)Jfiz=b?Ozkw#
z>^|n+uG52aQdS}4Q=pTxH9Fj@4e<Tm7@7MU=&Dqn4@ch;#gjL|F0>q7kJqKkeQCy`
zWe5`2%(_ziDyr}}{MDYBDKf2g=ozChXkp)Am&7Jk6xBo325`qPk)xkL+%-nPwRD23
zjDS{z$mdH!&pFw&3^eNMOjIdEBhRu@F1}iHO%Ps~rixEKo~FU+blup$x~szRo@4Bi
zXw>@xh)h0Br2Zlx!$goHW<*M!zhe}L!pjjXRR5;_7s&N~1d?J>c;D&4NMZs;@(naA
z=!Morx9`4un8u8?>v%+&ngB~HbY=`PUPm@T1kjHhLV7*?_4K2b8YL07JLL8R0crAi
z=v#j92JD)4I7f0FL*|+6{_*ML5ATzF?B7AzCXVwd;%JdHK^>8~lw{z?-KEVEH2Yx3
z!js0IX)O7SFJe+8Ly8p0DjJ}N_)OB{`lZO=6_Cn~MeEu3YI3&7Jh=DCr)Atc>53rI
zVdA8diQ@Q<axIm0SRAO|rn>we(7)TB&s|D-@j&(Ioc9s$6xSp{o|+Ftn!btL`^&-Z
zb{~rCFF~y3`%+)O`&{QuRY|fvKC9sy4G&8c)}3J)kK!x%;38GA^HMNWBn0WdAAnOS
z!ub@es{9@8dngcSXd*5aY8TP9lHg<&M{o;da!r$coPtl14qebKevf5FIK`LEsIQmL
zro~u*hiyB>HL!a`ACtVnI=cyBt2G;axDuv)rxei-2#jiS-d#Zi)>$(5d7y2Y<1S<e
zTKBJUQ2BeJ^Gmx$!Sqz!u++b17wJBN_)Q=#$`zaA0d?|JL6@x+8qeHjtS4w7mb;fk
z$&;9^UBH4eU`kyen7=+X5X`7A8F)!kp)1<c{4awrger+`Rk=ciRp@kE{}NpFM#`R9
z?%NkH8o5kcxO;buHgvCFzXP=u`$mW&ZkCx`Fl;a)H>w2kq|#)HwRxq8*VC@oh&y4>
zCkkm=!=akq+fiRP;A)*a&A<2i5I+o(D{t1fzcU{=5ZI9Po#@qjTHLuVBaaXyQmtM9
zL85AZdtT``MIveE;?2qd=#>38giUOb<w!H0b=dJj%ih~pXA+(;q`UQ8t$PBwQvZlM
zP@;qI5S9e#1A%8$RP<JIrq+mM(D<eCCtWwM0e+#hxeQg&cQH|4t|6k=b3YDm2E)xl
zDnopc?_$qxiM~#sP@wHz<^yLnmwIw6d*~CP=4*AOV)U6-Ik%x~8Gh~yz}bprEMq#}
z=BPA-W@DFMBnfHFDso0myfEltQ&zq#b6OQ&l#UYA+etA$i4BP90y;vT#$z1nkon-$
z>ZRT~Z_TnJ-0vFF@6q+w?-Nr-92OtZB}!ZZ2gzQKECeHSlleSsxIi<X{-@;)mgoh<
ziEKv@B2edN#Up{BS!e*+*;Eo6TGOxV6w;cE^N9Bx8@Bn;;iDEXlk08y`)i>W$CbX@
zoz2#-=vyCgG|-yDX*V(!)jel0GcsDMfp8MMYg>a`JF|mRL6$;rPqUMlTP-ya%|!o>
zZvPv8$#0^=5Ojr`O>)<G6zcOBHm#PPwHJ`^Y}xvm^jhyLVm!PhPXfb1LC9!f1(6ur
zBYcB%SsWM=#ev)>LGj=RVh+hdcs^6F+w~C_ZBU}=ZHQODlM(&B|IQ=cTeCCw|HKq?
zkVLotdiWMDD-PlH(DQ^^_%KkI`JC4+)aCH~F2R{bHR2472b4UKcGi*aKL27I0D-&!
z+W%Fc{{k9su<eZ03EQhpOg0i~B|!NvWn;knhqp|G14fnIST2>vuollTHa!0pbYtLq
z@a=C$VY}^D2`@Zp`t@v|vW@%H^U6Lx+15yW!VMf?%Y_s2U1F#YrN}Fe&(Dm?vKiDC
zk@QPu@&a%$?fu&1|Frkz;ZXl=+hqwuwkSjt36*uolB`1uGMK1HN%keX6tXX&l#;D1
z(V$57h_YnM7P6K?_AF&9+k1VA^t+$?e%|Mg_n-GTp8o0>GkoW>Ue|e@*Lm*#DYSF{
z-rfGb1W*dKcSVf1eGjBTUhhMpvP^IUJ`ThrxZB+|<N8x<*C(Fq6V#s9gd^5q06uaA
zFI>1A^(Ry{r!w9T2m8gI0y_!NBG!(8EbcvYwG8h<MEY&)*MPex_#yCJSoOfn3RD1)
zEb)8boDe+-bQ3S<&+Uj(T0SaFukz(+`#h+>k3)L-9HkLZHwwcL%5$h+WVk)|go7XN
zhOz4~x^b{JmymNE2Da<2pN1zhQ!qXEw$Hx4644LGA%Dq7nnV{@hw6k%v6F!SZnS&_
zKe)NbZ$HQ4#(-sp`ow?<+x)==AqnhEw0)~9ldI!U70%utoEh{kn9oRMjUGT1LvV{d
zxm)GMkK~<4c}e_SuRcuVz2i=wH`}O&s`)dwPzY_H(ZzY8=o-7JXd@g)*FwUN{HZU<
zOT$>bYyQmkXS-dOH$d5D##6rUe*zRs64?L9mTR9IP&y99QYwXY0zjZLuhV)1Qn8wQ
zLWVYQj;GFL4mkBgsiYoALx&G-NtR-jb~M92m^u$;?g+Y6!9ntpUSlo<QVR>%-7j`Y
zN0&Qp4^B(S+53@4i{TFHLtw6qTgg3Gfw&FUz~IOO8mx*DgWTK#c<e0OF19>e83?|!
zXV>9{Pd?$-zrZC28p$szi>m9cz&=4b(L7ti<LutB^4j6dkoN4$rEhf^d?manh3{iC
zh=nut7=5_$aZ}J$8H*^2fX<t0{0IS<@0t_4?#3DK(F~jqM>JOmC$pUaJ@LnBSnVxo
zv;GxT#J{LI`KJ;i59sGrlrTYnf!5x?Lq9=(0vIUBMUobeD?7?~;i%a&t4`5w*ppwI
zl<3rp4V{?6K$1T6gnOM7QgqWpI?hj-3NL`X@Ov-`*(qv#)bVPN3NW}?T!5+&6QgBk
z1uZwcB9*91AktfT2Sjfj_Fr{SQ$Z)hcaCOA$$ECOw|9UT$!(ap)z<E@Col-s)l3rQ
zW+0MBg7*PuCv?9{f!3h9xe3pCRw!?PCbmXKSOvTNU>!<Z@8~J=o2HcmbUa)F=U>e+
zUC&LMgeQ(EE9jW;TyH*H<T%pz-X1y1HizafMEi!z@|4}$WC}dqskX1ECkY*ztvBBb
zF<A^K1x}Yy3n_<7^6<QSpcDO2?TQJEHShO2R64UtCrZGl?jLI%um(pfLG>WH%#2>O
zp{TJV#0<NZjq7p>02)`u_0AJC>=CG#lKiap?H>p?hYZwF_}qLGd62kwkZ_qJ52JYN
zJxZlJ+R_ma-F5)4ldYaW>yWI9947To-;VEt5Z}3vsu!elBm~+61_gG@LkI)a+VmeF
z5?!osV5nfe6SDU&8vPopAVbE(dj;g{m#p8d9AB$wbL0IgNRQoPI=08rBR%xwVqX;4
zQ--<X@-&To)DEaAC1S-GDXz41@r$0|V{6J?h$gBj-T-Zc;{gpkhs{AFyj%CeqAL`u
zDMdh<&<Z$GL08QI(G@x*xHUs!?)55hX)?37TzXqS;^U0AXL6pZsk6)Y{-pLub=|8G
zvOml45ikL{$ytKeqX}4@qdX`}v_Boiw7$(d=|MJQ8jhVVM6o2J8j5uYTQutJP0GWu
zc(B{wKcSaUO>T#fA+#dImfxsrxCT)neG}AF^Sg-Lr{41emhq65!_g;P7rd3(q3J7T
z86?GWy+|ouNJGUtZg#kt+hVdMfiKvXz25G7xGYp-E<r8Xys&P)l-vv+LKW$dQ)U4;
zS-%4GVB8*Nf*PX{aS6I(vJr~{_ok^ZA6ZGD8(|EJ%0jhulWQIZ9xCoA!xWUhk@+M`
zAg&gABR=2gc@Y?J@^n%w8}taOI)2~`yrK1^I-K)RkQ>t%T(dygjD*LNV|zGf6PzNB
z<=hced<zGUC92@uNMQ^P0tt`YT)G}*kCkm0j$g%G@k+zGAzQ-W>AUW?8l{?ctdHWq
zb}^!iuO03q;@JMTOY3JWF#<|cG|35?JezPzniZRq7pC%Dr;Q@#6v8Piq&b2(m6mi<
zanSL`nA~dCo)Kpa{c_V5UmET@<E*y}>YIV574)V~r>fTy)a;O{s%2MBYLURcXUd$<
zK>%0}+S+>TvR1?O<c-La-_mp13FzFBGy@^;JdlMbbQJ3h(H=R(B&BRbn@rjKG1Y3-
zxWzN8o#3_y7ZffFr)bJhy5>`X#dyu3ih}iL<~xVb9+$5yze}sX)1x`qdd7_*+t<&#
zRuLqxfE;e$@h(A5kps!2Wb{jAYQV~3POLWP+ZxKi?@zK!z9#Ik<l5r-9QK{`euV%_
zoeEDLqg%wiXSFSEz~?V@hx`;*lOIbbas_Y7t`jWk09Y$Vl4MTduX+lf9lF)8kqW#2
zx%xGY;E5tSyu}RGUlKr-wB4KEAg8Pr*x;SWe&I|Q0JW!qvpN2Xl<rA~9fu%(lqPxm
z2=pK$1$?mSGYYQwbvE(iw$QN9Czlh;`D)d_5|hFNBDX*4sl@I(#xMC!XGm)+V^hgF
za80<eJ;{s(dXR1x6)CeYUgTk2<O;%ES|67PX>=f!klvU3vrhQHep2MP<;$pp>n~BE
zLUa!>6X*W31cYLyQxTt<Tw;`f^^HU_SETC|tC<8%MkPcZ4+p1LlaPEn0}vfamShxT
zd@a**$!!o>eV)6|{BYYM*Wc;xd4GBzgSGewU046Ml=Qdq!>xXTVRapnrv(fmQbsUW
z&hXl_--)_!fYx=?-rb)xk`HGqxDQzGi*vkv<2Hi<UpOfa6E45+tmVhz!ehnW%)7h*
z4Cq39)K};(=?0Wx9GXb;5q0j%`A!P{=F97)LoY_4^C$W4c$oSp%J*XAftSd3#PP4c
zr1=1Cq_%r3{aIDJvO%KiEF94W$HM?Giku`WH}X{Iy>Lv;wd#BaFyaTs<X1U=9f6SW
zJHl%DQ|tb9XM4RsiLJp|{NTDgqx^eRCpG@Szjb{ptY7Y20NZdYzTUh(fsnZUm%8gw
zq^IF_ME@^H{MTR;VD{6F-<n%rA+Vn+mEo--Pq$xOe{cL5gzjyB;<zpgxfWFX@8A7@
zKF<I1nyF4*@$g>-x?kXU0!r8U_P>_=YlT>N0~!(?|5kSWH9j+vw!Ibiq45~qY7ie!
z3<_;lL8>HeX@opD#C6|iT~q}#_4{DBQ5w%GBDsEqt^Ec9;_eH~nEl<EWCaVDsXJKY
z-1>XJX~auIzVP^DKAfybxWW`EmCk}j@`~YAmtA{tcCYM;Hx(*SsSePSF(fiD+&w|*
z&1Xc93#IgqHzQ*ZBHOctTTz%R9{dsLnHWg;yn~gKyv`rRvf;z3#DdRDhWM8ID$#xk
zE)8zW%*%IiF>!WwHkms+nbp!_I{VmdkZ$x40quV&=kfbjKy>CUaz0svI#az4IB1T{
zS5R#j0D|9{mm?!rV7SIpg>~mfut5tx11^AgY6p)sL$sq;y^JYDQ2FuPwP~CKM8x+I
zW0zMwTF(b!_-N?Zz7IVA82C%w;lgP;sf-I|GTax**vSR0y7THa785y&oW@LQ!KwF?
zNK}E(O1T>pz~`=vLIa&*{uC6LVt_u{&81lt#__dPk}8gGE1dv;qXOGI3Ia58-9fA`
zpLrVvZ6QR;e0lI)dwBp|44gLIro}LqDUfYY8B8K20dycrq3o>{PZj6u^V`o&o=Xe9
z4-fVJjW7OO2VS`+aUkDs&8Rbrnnx@!3p|v+L!qLF9lRrHIHa+|Q>UtpAmcHCWC<zd
z3_=o>(-Ki|#v<)DAdgWf(b9Q(rtRsVIHwm%bV49)n8-T+nnWAgWv|VxtfoMBVCf*B
z^(kO9J7?%c@#r-zSjRky0v08Q!X?1(soKmSa~wprB2}Y5#^J4sL;S%$koTL;WP-8z
zpiJ)%jh;w87>^!d{==_qNmrjEKNesH&ge3CK2Nzm`tfCv>?)9KLP%7DnA|CBJD$Bp
z=>!c_3&OQ8)2tcW4(yhv=cZ#h1<FEeuNWtTso)c<Q#P12>$^UNqbBsoi+B*!jdJ2Z
z|K2gHt;vxGn82d@PdyQaNzUI*Q(AtSBM^z@|A0nTHF$V+D9!bydIWuFpIizR53~c&
z{5~i=Mgz_i1>77{UxPdfkzX!G&C+a#Y^)xC4a&zKuXUi$JRvaOTj=okbhe55<r*MR
zMZvdX@n+dfMZM-9ITZ><-@8cvxYK&w=8>mQ;>nem4_^Bg;UqOQM#waBivV`?x=NlV
z<;8|rsX?eoi^IMa1CyM{trrV|&B#JQvbA*y)Cuy^yYg*ql}K!4GOtkc6+AbtVJz|?
zIRIYZ)mMjX^No$@`%##?YW@@uwc>BJB$FZ*0gk&ElAbAq-2TR{oNM_aqiC+nvi|+k
zv)XJGO*1k-GYBKCsdvmfo+TKB&C_ukRqTJW^7|W9Am>l#{d3BH>;<c@fw^N;uYb?x
zwP|3|;ySGmf|m5drGb4ZFlr{CxR7@$+Ws>D9}+(+7oe%r-2qCO(8yEUVI9q@v>Qw?
zo$o{P6NM@s8fW{$4h~q`x%$fUZV}mI!#zRhWUmO^*&joCeAMAqAYo4xlPW!TxSI-x
z5<T~Ezco*19#z-`_UuyBYtO-TUEbuErLA+~y|v-j^d+gm{BprX-5b{?ul9;5`O{EY
z6kE0nih)7u&NpTdS+GL=q4VX{e1rLit4md}5KQD<)JrnE2HVyIs&lWirUi-R%SdLs
z#n!4TrzVWCIbMPEyAS8mt5_g=g+G>Yn;~*!U4%lI37p5yJU5Y42k`Wz1}nCm3_1Mf
zX>0Dl<B=oS+zP0XSOffw{SH`BrvcNE)YI81-5;)jC5p=IyJ1?WujWny>)6^5x}vNz
zJAov2es#(_EYhJM7WQWf?5EFdCLl3m0&C;-Paw9J@oh@F3Yr;~&(2X><QIG3R#6uZ
zo__@zj=L@nBu%LS_Tv!CecBfL!QbQaWF!PyF$l~xWG*ZQ0qkzxv@!n2u}0kk0NduZ
zd>P&(YYIMBfrn2uUY{UjQqb+nu}&M(wq_$B_rN4m4VxGDQXXqw9hCxWns6zAR2-s4
zOW<tX9y<XiShn?}5jW`lx_AENc8j*OOWguhwYDE0jY>5Q;kCD>4uIQ%SO(r!2gx6O
z8hSHvzmZdYEbH12`yy3{yq-=&H?qss-rnU27i;2)#$swGT-+#1`g_UYVtdx&+X`M%
zSo3!k!`}&TP7{^JUzA<rEVz>*5D3lfu%3qmcNY7Xx_EE>=v|VHHHZjn&wf0l{~o|U
zQPD9F#t56Vo7CLCc93!@z)Genvt!v<Kq}yzU0rRG^lohd-BR;1CKsXQkTwRFkqa^p
z#L0sUmxTSLsoIXEIbj6#J(p((p@YE$^o!>@KqcU3z?<SHVQ2g#nXrKZm;j<fvryOk
zYYNUBj@v742X&w5HTOV~H&0BqSUoNmL{SQ&<UBoG@34YaeUyZCv;pVD%qrxo)(DT6
zSr955U`#USFZ%*5I#>{sqsz>jggeF(nZ1AMN^t-{k-Oc^$)wkFb-D1p>eB+KSAZI~
z{+)|=x*UP}Gzf`xUDn5!&D9uKn|1k0JzsY=j?sB8D0N?%;7sDG2PO4og4DfP8h$gz
zHr})$R7#zv%MUs=dIT}@#at%zi%u?_gig}XuDw0eo}ho$nd&;D&p*>wM!GT$()~Fc
zJvMO<3iTfA;q^?*e5odyK8X_=z0^Qu$6_(6HeE0+qUQmKp`0y6lj^J!8~>c@z!FG-
zh>Geqr#G+)rZo;XCw(2l7XPw0D_y7*Dog)*RoxS7KX7zs0cP^n@Vvsp;Z%$foMii*
zD-xz=t3p^W0zZu997nMsMCV(1$oH2R6hMjpEr3*vhg&@21&f6y*XP&+=6E{Bj%;I&
z2hkk&<RuNR&oK|0V;zprzy!Qt>lOVB{X%x}nR1q{CXm!h3L6KaWH){f)-OnfUbD)!
z7+2cm2|$f^IS?*PRC$_O`A`R=0<}}vX#2+ub{Xfl$SZoK_S_iU{TDr%Gu+aAv`cGs
zn`ijhmR}2bRArNp0Hl!B+<HK|fzI1kX4!zgJnjVd@f;AZ0Trv>!?3Arat+=Kt(N0B
z-j4DSnu*kGQi^*sx%@q5CnydvX*Iczycn&XyD_mEBGxda+u7i>L&I#Lo=6ub?ex4m
z5|nOaEN4|(>I*a+ibSY9nSw8`usJE0HVN?sCfxE@<Q8CyQ;w^(SOwUGUotY!uUmO+
zX1pMr6Z_Lo<*nv$AILqWyL;r^RI$gKRSO9Qetw^NkQv)md?g!yHkJ6X@yOy6_lDVX
zNootPNkShaE^1HhV`s8&ychQUgup`|@I6K$RY%>}k7hm&kLDrb$%jWwV0$}bLkw5G
zMXn6`-dpDKm+>mw&z7K)Bsu&rxJ&N>O)1~4Wd7Sa#$8FOblS<snPsH?AM9mzpGSA2
zV3C~Pk0Y0dE@#3*Ac|GV=Ci%V^~wqSAQzc&_XJs@?qw{azv9We0)*#DIm1$peheb9
zWSPGwnCB$i6W<O<0Sl4qckCel6PYTnN+kNPy`oux?g=9Icc{f=C19NNRMojZm$8iU
z=?*=O*&`pf{L5`_81qBDo&lFYdo}LFW=bbUInZ!%j;8c9bZVIB$ST)&8%cg`QCfbA
zTY)d)^JtR!L9C*0!&CFaj)ob;a_zV>!6xBLwM<FoVmesDb?I?~K(3yVNeYpfx@+W{
zdLn)~zN4z6?8(+)4riZv)!j79&w=H`<)2?<&{|E8F`XH0tNUo{TD1C+vrs`H0s;>5
zBs!$SJP250UJDyBdl8Delr&2YJQq)M9~}NsEd(BpLEiKhnHXk)j=KHN67k2sS!{D^
z7(1ua`s2xnLQnM$wjas~dv>JVKV<u$nMpKbL4k$?Ot@|HYr<ZAR{7i{Yi4nin25(S
zU2Zb%13${(uD!iZxMlX?DCc?R5><klcHwY#Vq&u{;)O<1f8WPm(Ud(@vZIyPEtB6s
zXNf^_N!ahf333ONOU$>}VS)~v$*C@BH=Ra$2X#O1!2Z5WV!NB5Kr?w;<zWrzWp)!_
zUZGuXmrQ8LHB{x<qAfA<Jz<hF_c2C+rtTG3(#k_Pa$5jGlhoK)nswu2d9HeLN~1?t
zNb$030T-W}mob@0>t<;v(R9BC!$oliFkgrwGH^H^VoR1UedU}GfTXE3n(>b{IAn5b
z?5a3+w5u<cf3Ip`7{BTL3{bVj^ed}n89w@BOSG=bBnDM!W@omM3oIozvtvoTk9#Q4
zIK8t3Rb%3JZLe@WX@wgvNY8N}D`?(|J#$P_FDaZIp;76pP-JKg!}Rr@cz*99mC=HA
zB0oP?)X%U-Do3z~H(JFM<#0-8tQkF4nDp`2abF-(e=7nOE=Fd?n?ud|6veyR>4cSK
z_jRdO%9@U_RcLY;481H9hR7Ckq^K*!RJk!&dT#bi$+as_1$Cx<SU`)I@_~|zR_`h6
z{w`H+=^iMPJ0J3VDWj1ziwgd8PgUyexJ}J)iM<pPJu8+kwum@S^st6VGBLl=V$o<3
zNv-(CG0-bkx4uK3L9Fc^+CjQ8*jLFYjf_v8wcoe)mRs@i7kpSS7lw65e&Vh`@z0tv
z2|_%PHkG&@HuCcjXglk81E;FOF}Ad&HB}omk65ctLC5jpc?_lJL*gZ;j<o($adV@^
zbdeCMcZaz=)iuqQ_9ZY${<<7JpwjB#bl6gWi5#y}7Pqnz$YOJRb5Vc3CsfU7VJO%f
znsGa#kQhvFgk>SohsDEHp(Vx)!&-`pv<eG*EV^htd&>?KxeXlJ<1a^0(}`KIX0_R-
zULW7Q2^$@(qSpL<Jov2hYqqcHn%?^b0~7e2K*x3LRChb-V-YlX(eVYq{sETI%3hIe
z-Ymde&QCHReoV`ZDN|{AqHkBp{Ql%-3fa;cJ`Z~C%;pPBIZg8cDdbx8M=R+VhYN$)
z{3^(8LE6S<=ELXXXyjd2#SMH|Mwh}LAJ-|U^)!K{aj;hO_d!*|0GTbjYJ>NBzQc8k
zm4r-0G%1b<ezL!gGNuIi3*Ibj6P}QWnN$WdOZeKsVHg7{fMmIZfKi}~gi6bPnBnLu
zu<n+~2CL(pADg7Gk4mI<w(&#2p5KmyM(A$^emR^$dXA%JG<NF_b@S#-L%E_Z&S`~~
zb7pR&p_@LXs7~FSl?gA8TY(V?7w*YnUdgf<@FIq}d&(W$;Y42^N*^D7oXIgzph1{j
zGqCGWvr`tC2v+tjlp|wJVTecagXETvADD&i+~g?e0DqQFZ8Xqk{vlO+Uy-dVPv|GI
z-UG&p^hyaaP`vJVRrw{-aF^PbzMIO4=7NBw_Vu1At6MQW+L+)lbCTG6fNAAjjua@B
z5kCyv>`NT6Pb9g3F)&YK4K?}(oUAR69UJY7dnsO175h1EHR99!LZXD{{x-ZlR_R=0
zj!VpeJ!_XhEDUBJ*+rL)<Sb-6jCgas>X-H4ft4g^iwIME)6va{VD@!Nhf*mnCWG&K
z0_{7X4|X*(VF^Jg2b*R#v29kuX-Aj^E`b_BH^=t*^u@hb3+@~)-Npf_xW4OWKj$4z
z(X=2F);?hqOm96U^X~g-wbQ<-$Ldou%ef!OMZQJ*?}_tff#L^%pi3lz8Rdnr<eX>d
zOmDqy*Yjq95}w$Jdk1RT3MWQC=O_2_ddMrqEn9cx*aaw;q+KipJo>f7j*99rR{PB)
zt3Rk{SDbgl3QbG1q&T<=EGl704=Ga))QnwuUlPP57bpT%_7)&|>p#XzjskTyPrH_n
zCMB_bq~&q<7vhM2&TBvCoN<+8{<rg94ci1K9GZa#BX;@ItEs^~S5{$yy5wUtj({Y6
z3vej)+nWOwpu_k1n0PQAIk$f8AJw4e-m!K6Zv=xc2M!O#ZT2J^LrsHV8--9DVQr`Z
zJ7T0V;`0@87*xxKyhJA1N09{%MQVWs$eB9n-vDCs6}triBzSp+WSvwk1e-WVgis3>
zymB7iLc#ltzOH&J{_#r)6GK&$t1Ynsz@m-eTwSP|1Mvy{Bpsrez+K4HJHHV5Wgu19
z;aKuBZbh2wjyDUP?945WY3{@J*I!QCt`@|<zUeW;on#u%7fiir;E;Gww`#jf+?a>K
zQr=9rvbLooC=E}fr3%gnJ<z)C&4M|F3ZvhUG`0WZ3>5dCOW+8N2!GN?Ap%r4bHT!a
z+xm~+&&Wk@A%gU)Nnb^fb5Tk%tDHx%LBoEtsqBZ#Z$VJhvxebQ)8-%#&W;;?D+R(z
zFUUo(-hnEN_-0dHi_z`#QM`c+7CIk)uijf^5Y`@(A7ENLdtphla>I3aF*-PSeSPDp
zDt1-?oB+lyCU6?7B<T}LSA4f=P^Qg;cue=J*Cp<Y<Br_X&dRvBj{$U?63`7K4oDI8
zoX~g~kTk7T2b->7+pfzAsCo>QfS3q!G=B>`UlZu24AL)3Q!?C5$86p1A@DQ#Wy}Lb
z+E6y}=VKo@L$}8pPNy%#t++iDR0z@Y-iGNKUeQ4U&)T^bgrf14@t(q#g0Kao0g5Cg
zY_zou4XXE)a{0^ctwhv&$?D7s$iz*>+-A&*1bTQ!FTW3DjgxVaK!VnudR}#am<+gh
z{vbRO)^4r%#=g+*{4fgXd4}!!2GxM>dVFJmr+#sr2R-V*8-#jngB`}5B6R|zg#;52
zI^kU8eF64YZXL#y?-7GwMm@IHe=*jA)5Uh$gVVP$bKWLm7kPb;!;V}-(e_HwJ#T=h
zZS}#?Kz7V+a5?c+tUiI#XhHPAZ!GE-J4{B6-N1p3$%sN=l~`BMnf1wFz*KCjkOWL~
zt1N1DlkiPwr~_v25n`Om%lqI6f`9x8x5FT!)v$(Q2i3u1X!S6u2xM@6nj*z|*!8m6
z&DB!b%b%{N>SY-{t5>H=V8(l44ygy`EppVaIBx&R{4yo(GLEA{v{`7D05@YLM@3WS
z=h^gy%lmTDOIOqIq*%A>$6Es_pkJ7p<N%%A(laTb4=tD9$zwl3-(OBAhsF310dT8u
z-m}Pjxkb;+pg^4|4PT&w(>}{b&p^Ps<Dx__*<0Di{q&29u5f9c5rB3Y{V+?W8QyR%
zmBWo*p38E;0vv=~cSg7K+1+b*PA_r!dlOJUA?;Q5fJdfUm7WsITnajrWu6+?7gbQ%
zW6_amp7i-d_R(9B7G0&ihmbZa2YGe3KF<xfL74mz#XqEkx;xj>6kC7Wkjdz_4@7{5
z{+HGwK(yqg!eYrcf)X(ll&Hwyp>GGpi1d7lUV11fc^fCwPVCp^zM$+U%!KVIa>*<N
znw>gWg#|x*FLm<i2(^w7vs2joSbJlHkm1LY_Uf$woQQz|uP}fI&&Os|6T-nUvU`5(
zP6>z<`T^L%VzkZ9kg6*rGPc#AlQ0`d7)1tgg@6r<jS_WLOB8ozKz4US29mC~DAt*6
zJ>3KJ3vG}&*Zshr`Qjn!qA-hQCD+4#K`qqdM^>0901(b?VK=LdO5}qfa5OkX@Vn>q
z5SoVatqae;_KtTr-CbtgcXK>}-k(GgxDYAMxtE|ZeGtY|So&sHBb@~gcOaxFhZqCA
zmECy7>rXy;5Cj+971~&zbIW1Z@;!iC;T+94e}pyDgI;N<Wkvy`Z-(V?w-Fz$gk$lm
zL+Vf`ot`Xkq)dR*mB)tpV&)qFIq=Rn2ZVA+TDRIE9CdNz<b@JC?>pCu;vMSra8B*j
zB0pE~_{-|E$DD)q1}0bvIHok)=*)0r2uD50h3hE_*&JrHa{@d{z6Ou-s6%G<j!%kV
zBQx8A5WMRuiNR}oNi&BeYm3N?rFrOW&Gb_TyS;`^swQf@?ZaF+s@jrZ=0@Vw@FJ1c
zLH%YT%wQr3GpbyCrgBk(OxQkFX+DkXdhdmF_vME3E>Etu<!t>~S#rFfrBqmf#_t#a
z<NbnnCeyw502ui;_ogB<hEDk|F`Q>f!-Jzg#oaFDOyqc&Yp7L1IJFV~3YI6@M1`X+
zgZQ;o>Z#%C;@%$Ku9SE`IqB=tbCBFxKHR^$FcrvJLute=?O1K*xMj7|X*QHCH(v4q
zsV?Ws7p8i3q8^ad+}?G7l0wAs;N7Vq?T1&?)%zj=^@{>h;ogOw^n=V+)9w_s>}G)8
z^mCd-Zd*P=`S7UMU9i^OT_yhE2tH}Dz<RpaUoPec$5?>COlRA&rSvZ5A8;S;b)9VJ
z=j?w!y^bvVZQ}~WOUi|*Y(TdM;Gl|XJJ-5>ZNmi1bKT>517VsKY6v5x`q`EvEn&bv
zLGPa)ApN#2JT08MEE(?1Jcm=6pA$7){iv2`UB0$}j(HM4d)ld|Y)2|edI33&i&o-D
z9PQEBHw~H+rk-BCP^d3zL=+_uw)5`)FhjwHQ{))^+@~@(3_vp?y4YJeR}Jb#RqYIY
z)&xb}>Zc(2A&Ls%R{$vXX|VXp!d%hx6Y0?+=r$}QVLk(E)6;=&*;xBpej9?;xi+tt
zU^;leVHW7B-OZ<a8q(5JwC&>Fp2>6$4~TiLqHUQ2iboub#kDx?Cwxr|f|yyeh#jG)
zKHn_)G|I;Oty!uyOn~k6?otLLXwAEX_48BFo+c&5D}?m9(T;~+`(8y?OauPGVbOhg
zd&k=7i~zNMuc6Lp6S?%j&VAQDwfpBkLeCsKL96=%pn8Mw7>!vUJt3p@@}xazY0TyR
z1`xmSBz15xXH8;o#hgVdZ;L-}d^rp~C0B&+-k6I-=$FIcvFC*#h%#=*3Jd9?a)=(3
zvVYBxmn0;#6;y8~Hf|QygK*|0#oVl2tAogkl3_4LW^9;HviN3tY~S^rMuzRD0#c>@
z#lOj?J?5?%`zW3p=)pXh(n>Ta$^*dJ<XlnrY_v133ee<A4UYIQtwXuTN+>*v>_GiA
zMJxIETwK|vpSY4*(AiJ}-0-V?$|_z@{sOuBMJ`VDtXmnl&+%{`#h?}$jYHc`%8EyO
zJ>c+@Vv>B9t=;r}TjLKgcSH4)kMKr1kbs!Z{5b9m38_s5v#clLMsoNi0mWS;v@GHB
z-3O=r_RJhGBfF`Wa*cm{Ug5cH@aVOxbK_YlZVk{H&veHe-{$xI_Z_Oq2uFK_@2SCE
zYat^n>sY9+?0da`?f8h$^YVsBx$0(q=`gb7QG-yFWS`&mU026NWR_Jyv)W#rfqq=C
zZ2Qa&mu2lMkQ4S}96NkO7j7!jj8=r@M+h2pMeNrV{8-*0S4m=F7>Y?`U<TDlYiM9(
zIqg$+gaXz^HT9+8<Laso&;eOsnMr@_@aC)np;ypC{41@{d<0oVa75&tjWX4vD2RTs
zmh@>pYl&Ry4n6?lHu+0$Z5v6Wb-4Sh22y7?^+}-x451vLdnTo%uhJE#9+zNFfl$UX
zc~<5EI>hr>#wxIv^Wnz<=ZRS@03Sk7A4!Jcin@5_mY&cqadOosRnHBZF~f!L0~s;r
z%&|1;K?#YIq<$ia$1gnev7$3F!?3F>-8tGEp~$p$K~}4wGojO_m2Kk^6@iz63hkKI
z#??4nUO|CIUG^I=O}iO{u*-pSp3v<P>e2QAv~(SyRm3!0#VWt=q+B95*7}AD)#YR$
zUrP}25boutDHrp0ZAQ)UVi(GM881YbA7b@*Pw;d{yb@Nj?6P^Cjv=mYAEXW=0cw4;
z*_AU7xKz~C#(jScm;4!kYme5MBxr5y0URo#1)i4z3e2xjHx7db3_)uWnz%afBG^6t
z9=kK`+X%W*@F1OEZqJzlZ0>yK9;$J&OJ3$GSO(H^6tFyEHiI4=UetT*USkDrKfd^F
zwy9dl!FX4{+a4sa7sa5Sm&1(MQHV}g2z*mD2!p;ov4YVA8?$I6y!>EQxAf;-sj(;7
z--=K1+H{n-7eO(}rH9ZyZwpyl|B*1#^*XLBtl&qgGMdyIc~C3dcSl3TbQOLd(q7o@
zXl<nJ56LoX-jigQ2F0Kc8Z|&ZHGMQ~kep$GF#^oKiXHl;Qj98tQ;URk75^OXPz?`3
zn1P5o4!5yKZgatbK@}KFvNpe>XW`6OG3ni%tNPa`p=z!Rm+|yZ2dBRt4h{X&L%K@q
z561+*-9J<jOhPt3%9V~nE`o!-*v15r!?)tw6j;CZ%B^MC6wgaT3zh!-Zg?2JbFj=R
z#~Rx<o>gl<JZtVp{jF=y`c4y`iA@4S_{W!gf^tVfeNFuuoD1uO3BF{~CN7EfLvfD!
z2@vlQ7#|BH;}pk{cb%T)J-h$J8E9$UQuIRAe?+oQLHQ({jQqu-k$?TEcvtvpOgCk8
zaq9!Xs8{OoQVJq*bLfUog+;{H76LKG+Q$C%b)$ryxlEqRzVh8fJIe^?02Bt3m92IZ
z8-w$29u{Rp&{W^H^7uS-y|XfNFUG{mY?NGKVwtGSupv;C?wYy^p^X{{w`)6I5?nt~
z;Frr!Q^A-YxtbBO_Aur=pHwQFgmO?BPCz$9jf*?9E8ri`DsMu?cRkCt7sQ;aXm^&K
z$A-MMkh8e)=gVkH!UXw!?>AdNDj2;WK(9sD#tOxSdp(T#UVq+;hTxIkbww6Px(|UR
z$;lf(HL3oZ?SJKDRP$|C*M1IVSO+-v9DtY{k|uL^ZJ5_59~Y0NMbQtF0t2n4dRs75
zQFdeHY4O5Zxzwspx%T#rpZvT3JvV@rl$S3&AMlSy{^!(f%n?7tPT`^!g1^t8|Jz48
zQIWj+?ES^Hjq=|=kyixF)KOOP9e=H~jqUWW|MRli0gv+a;M?Wh|5#=l&-#!5$=9MY
zCM25rfA;P?D1=ncZ693ucVqTnUgNq1`&dh*-tWKs<X@i}jR03S1TV%{sU1B3@r3_r
zFmH*%YU58DRQ#X4`ztz9UiuZv{k6#c^J5)FcW?yWVfX*&-PO+UD4ie6dN}`aVEm`?
zf20O$tCm;@O5y)$J^l3q<05zzE87bbbpQP_S^Me#F7to4VE%tz=3c9txpo>x+Iv%S
QZ-Rfva2m=Pis!xm5C4H%%m4rY

literal 317980
zcmagF2Ut_t_6JH+5TvLm0uoR}loq542tg1K5kZQelt}NrLm(n5DouLt9fU})Ar$Go
z_o8${lM)Ca$ve!w|G6{o-FJuYgKSRD+I8(!f9tdQb0u187HSd_5?bXak2Oe0s2WH}
z$jPYA15fO9l2u4ZE}B`%%d0EP%X6qZJD6M9nvsw^`5YZfsUNAt+PK3OfBTy(h3R`F
zML4spA{Fnux6dAF$z6VO{r+u=tKzQ<-mv9;`juy?{lmEM>Q_mIlD=EjMVSxO^GAL)
ze(3VJNm_(&+o_x1nZvEttfu&+aC_|dP`-W61ijNO??&1Yd#!7cQ%*Nhb67Wv^6kZE
zq*vF-^%`VvF8*j$AlLmkjf&OLA<eJ`*W}sa%ZR9JzUfbHl8`6|Cf(Db+Phgr@-~*r
zbWe`tQ@XmnbeVdN@qJTr30H<a{i_y*UeRBKN9#?VaNkd%skuNR6w)7SL7p~ye)-$2
zM`Gofc#_gYt-Il5X(l8R>KrRHH@W3Nk*N^*R+^hqvcAkqvtK9UQzv@}iTIvNIG7)X
zs&J8oXG#6DTugf^9-gxTk3D_3ynDm_`_PZQ4o~e<!N74Bi^utK=WBEln6DIei7ts>
zPM6#vNz*D35>hS-OQ2@dkApP6-@LOFsQ5_i!wrGnpwD9+!ezIAKJ0L;NGrSjq5g62
zMD{HO-FIy(cd)_76GnXzE)oePhcN6wJr7>Y%>J^H39(l92Wus<R5vM(ES{P~kw4;g
zyX@FU+q4eVPa5bqFI$c6d%lP2Gb8rq&kO0@4xxH6-9A*d^z%21@2dvm2ZrCY_<pup
zRu`xzUC-~MuT*Me-<zj$4tUa~%u>mz@hlV+s&JQ@R<k{{A}C8a!LvlFwE3%N?}W@N
z!z4v^?x4L}TF$&3cfMp$^y<Q3H}#XOah~Ph1O;Afai@g0q%!1UD8XcdZ)xO6Y3>^J
zQV7e^eJwu{!!$!TQXCs8oxjpPZdBl8289caaDM2gP`^lcf1B(}xYJE}<SliIWp>4^
zja-@zmJNOumT(%7Tp#5N4tl~%x{!#_o|uau+0RStWi)9BukQsXgnNs!%H@g~H!8b_
zn8$8^yd?iQ{D)%(r~Nz1Uj$DP*!h-?&@!iaBL~R(70_kL3rAEsR0i)^hq<`+z_56#
z+BCeQ>W}zTrQqpDiH4q3Ad({a?gv-INd>C8lL7-Mo8pmaQH8(tu1cZje@I+zvXB^G
zdogqOt{Ed&+^^l`CwAO+h)cW$!G0<16^MAwSIeOXFbT*}*+Uv5*2C;Om5fqvlbb_L
zEWWqsa=tNY|9)rlq5I=jPMfu+0Tz}Ne!q@XeM_aiFzj)Hgm%1E^=QpuHFEsGUvBW5
z-01nmzOTJ8Dy6L-_~=flKj}WqZ*;rZJ=;4=OEN01fKTvlx^eQ7qo*v@^c+9Qam*tl
z3^(&U%UgMR(l_-dx6AzKswiRO?CT77mldp;i@g~Zre!I&@0z@!`{qv`+`;Ba4rjR7
z+(^MdbNLZZ-1&XJkLXu)=I?6WT)KO1`OQ^bO0joEZ=@z@8z^y)I3HXL4S+UE43HMT
zO?1S&25_g**OQS`z5B`_*(@7;iRQ;OC&igdVwXR?zd88iVZ;|xj>%7qFK)Snw?2{3
z@V9+jd9$J;tmEd=1LyPWkL@`;!a++CdvvYpEY@!m(%si|qe7eq?uuMW{$iea&hmaO
zg@OOebkQ}#a#HEg6nR9N!P=E_cJjDuZ9n+#GX;k@mFV)(b~i6gz`k89{9*mw`x`T1
zIQF~1HzuE;D^BP8nhh3MLVrX$k{Z74Z;xGM{XOeRKKBvYyz|TVScxq8%~Qua$Co_c
zcfPl6ekOM>J>q+$<5$Pa+d1~lytl$TZcknDU9f+~wZgE<5PL=Z%F!jgPsu-UKm0C#
zHht!N=iFCgWthgz{HSvO@>thk*YFWlZ~3uXdS7Qde=doXM(N8H-`=^&&IP><xkaz;
zdasfZ@{~{ENxbSS<;h1@Ir?d?n&<PpwS25eM8gy04IUR|jA^QAIJ|&bT3Nla!dj~i
zMOgBW6bzj_LYI#j6jh1%CR_<oQOUh$#cNq-$zRS|&g3dN8wz@+mdP}vGhnmMz2>pz
zP|iG6JoV5n9YeNdy>)&oXiClPu4JX;jbtmyR>^2dN>_okgAEPWE!Ub_*eteov^LNc
zv5rCCKWJNT-B?ERk56ZMDDITVD9=BKJcH(;9>ePh7x1`?!A89cLKMNR!EC{i!S>`C
z{z%e(j`p;f1)l)-02z5-d9@bPmRBD~KPp|Ui@QD?+G(<KUq|Rj7$GztBE;It%*9e+
ztA)=C$~0sR5u+Bn%pA?UC0uKK&=+TR!#v5ReyV!#xblMiFH@mT)11z0k&$<hnY4<y
zuxr5rtVsBQLrz|Pq*eX;jp41FRaIPXPw%ZBQ*+jy=W&M#!o2~#E<NK3?4mm*Z*(bM
zKj9mDeWUC+z^vof_dQ+hZ(=V~v-8cevWJ`#&FYrlMkBQ&v_Fr^6i$z6*;Km49KJ@s
zM9Z+!Bz_iivD>iqE6biJwQH?J+o?@9RF+k#l;Ea{2e(U*;nMvL6AgWY81mVh9qEnf
zZ9hvn2gA4G(AASAEf?JOoG(jhOBpySCL@!%`Vy0++8Nr8L&HP!nO%B6tTa2_bIy0E
zL3g=^xbr*Nx%x_uncGfHjGCy0;MZ1`V^%9$wpJeCovyS+2it&-W@bAL77VxiCIhxF
zZI?7=b}q)}mgRQ11g*M(KaM{}Ads(-GM+fkZX_D%1G9w*!NjooCam8VC%PwdeJ?cJ
zY@mVB;~Eb4F}w%UJ4dmoAb2qmL~LK&Y7c7LxekXk^1NmL&Y#Bn^=jOuW4kvxU(FaG
zd3V+fzq@@G^t9OJ4CUkwEQ{S2`N97f<Se)(Ivyq!HhuZa2gUa>A1VXa1GzrfU97ue
ze>H{8kZF$T=hge%8C($z%vWn9_gMOaxfe$FPVO8(ixW@h|8gywq2m6AVYz1c!&<Lf
zl1|M(M6WosPP9ESVKI5c2X<H8+<Jhkepj8!eTlnOwIJm{&`<w#=2-JW@cZ=(K9>!-
zKHe^VRv*9gHS3wR>X`C#wPIDj<jV;f;X|Tcn@e7i{n-gwPc;&Uo>+BSNe!RmzE^!E
zo-H-Yixk0cXyNk9a#G^Wh4>w&!q+8-vBUJH3_==07}NUI_C1?pe0+V6YP>I5@f+mA
zXF=WSmlK@S4BDSSX6H<`O{M$jIt(LcIq5FzeDUGZ?^Nt8OX^4}l0dkaxOgnntz<84
zb#t#;EU`yysJLX?3HMm^Bn;kjiHYv2r9Pz|yL!->xg>S<lW{>t{s0MRuAi4J3VLtn
z+PQ1mOvw27hx?6u$X7$JRxPA@4aIOToIHPfxa>;2lPGfGUlmC3@c>!ORbo3%d$2_`
z-<bGb4Il-Le{L&`DAWY`@jLP6-}S0_VCJ-cxr~b@c819FtFTsMOT%lu0)a=()iOeP
zUQIRhm`r{&WAA=%X3;&{#oIj(X5xe3daE4@8kqIND>8hukGl8^KNV&b78ldKM%Kw8
zGOB+O5<c6ojFpbX6#3TJpVSIRr$p<GYmW1dduS`@h}wOh{BGTX3;7kIQy^b(WG6IR
zZaa+bZSG~NqHxHcx2~*!q3ayD<_+hsl@z7773VlhIr$7?0;M86l1@VL23yY~lb59+
zn-SX^Q*5ZZqOsgc_ptSpXgAB`(qapTley3xd6YweNB(?eSPkNoayMWv5aQQ!{Ck6t
zhcBX>pxl6$;;n`swKbKV&oXkChh|on6yB@I-ye7{U(`$JrG&fVy~d5YTSk>GhJAbZ
zRJwL)ZK33s37)?+W^Qq^eW&WV1JcWQ?{l|Z<kXa!V)8@0$}yPxxzlqtDK^KGU1pSU
zU|(s!SjxW4xZ@o9v<Zszlb+a~opWqjmD3D#P;yy4?#pBf5CEYVz1L&A>$_Krf9S8*
zC%7J-R2<kCjDHwspYN#qy;+qpf8Ji8UZGmsUGK<!nQd4~6eUGyKy=rkJ7x#!R(H5&
z>b#(i#7^?ofTLLz&=C7enNm+J+ywsj&y?MiP)N?{ApSANG_C4D4G9sKcJn+LhBm>I
zcM@mD@y`ghyVyOZHn2PL05&<rJ`P{iCKURQn>hr}Z~Arn`D_?;)hUq+&qvPb_&S~r
zoZjD9ENVJ!dc+LvW0$0U^F8C$E0Txv=SZZ1`zyI1YV_r#Ph5-PP}=QNBi#59>6qt9
z{+;*w+pG^Hk6VPhuIbv{9DY+MS-^dse5A!B%lgZ$?iK^Ppz{t7--`zXfO|+dM9Fs_
z$vk-Q-OF*8ygt)doW$~;`n;(22dbU(^R)$enYeq$rFlE)sjbImG+H3fci?F_DIde9
z_A3}#UBK`7Vy3HXuBuAH1GK3~C`egI&H*h_;8%u}_0P5<>0J`?Kc173kOW$hQ2hIy
z=fLOL&sX60jOJgT<Pjf9D1rYj1HYbWWdHXzRYMy2|Fy}1en?0jY04`r1D~2E&Sqxz
zE|w0iGl_h5z=I2pPhPo@kX++B`z2M@xV;PXKW?R^>#D2zOwz=`PQb|2!Prc|)6Vg%
zACiZjl0ehW%+-j))6Ul3MbcCH)*o+30`0TM;9DGjyy9vjeM?tWokQNi*^EO}Ktw?B
zmJBrq2ggHaQ*%j;$BO?Z2mX`3W$EhbC<z98cz6hS2n#qkTY&FNNJxMMg}_2W{J<Oh
zE?)MoMxOlkE}Z}B<p274Z02I(Y~|=`<zUZo)~}JVgPW`Lty^aU{rU5+d761z{bwY5
zmwzt{SRnZ98}NMrLGYh_1Edeno=U1)d79bkKDM$0_6!(9Mo38b!NWfY{y$&+XUKn%
zYP*;@%RATsl&&)W+4X-D|MkoNH{l;+zWUFY;^KmT9r7>V{G0M2_-yHa*@}Pd^B+%v
zjh3N)2>$cXWT>O6Grj@mc*E+knilZ+2X_ER?hmx@{_7KHla(gj2-zPbA(16fe*8$w
zlXP?T!VF_;GVwQAD<^2Pmgo0a9;?okXHSgf#@;x#Ue7dA6}hEoBJ#^x>((B<b^X=f
z*B&V_)}L$TrM~6)mWku8;a#3vALY+IqIj4YP8hEO6{e=dr<CEmRy<|!drsab1qB}3
zM<T<hd~0#vxhwuy@7F%sO5#=M;<^)s`de>F$f!8}=b!RR{@DH1x(NHSUNO6@AB<N>
zDK-q!*!;nVh98#LNhug)N&eTLCrWP{V_k1ZP?J%Wr;zxAi!4;1{=<kIZ)H_!7>+fD
zN99)-WH}Up4z4p^yZJw7dA0_-7r>j9y67lo|C4JRyV(usuo=#Oq{_d*a2&zHMJY$(
z|MD_G6`iJh{(mj#kLBjMk&;2JksmwQ$*4?$xkm6e`~1^R$fku*GaL^o@}?Mbs<)F-
zG>kYchr9hF6^AM?)X>P1E)~ZB3qV!=QON3lpV-;AZXB`;Dr{PpUp*%AzX)_7^uROV
zpO4xAcyr2rR@0ecLmSvj?;?r4kbk7g;sb{2O1nWvO7U7Bpt{C==O6b^Hcf_t3YH({
zeJd7N)>#K-=Uo1oEfUX;RaFP_K`Bk(96;Y~%{lzfR42f$WjS<Rx+I%s22feOf`*3v
z<ElnN0A_X5)HY=#rDy<#{gCsIoJ7U304yr~CcwW)fT=VbL>2um{qNf$OX7d+jOjkS
zk>CR^NE|RGzhbxlKU1BYQ8jD?&D?tX_C7_!0QEmy!?S550lkY*P%z|)1IN5k)Ybw1
zr@PNFAa}-b419qKz(lVAL$+E<2>v6LI`oXYb$rA1C>Y-4aZdf?W^=r490y1S7#U>K
z<|x*FXU|y&pZ>FK;=c_r4o#D@E(L?-ePB(mgJa0Y6B=WoepUyMkS%mlBd^Cg=>MFq
zY&==v%OW9_7{2>b+tnuVKBW?We)pd#%H9NeqF(<Fu(S1<KzaS`>Rwbq<FD4B-Yn(F
z9{ka~gQVMr>Bo!A5gWfHu9H>VcI@Pejk6lgSvIu_5gilsn03?XbH2vG;lDndn;0Ze
zd-vKRJ^VOeeX`7AQ}Wu`vPK!>L~UXw;Y56IdLYOeGw0(_)(-N~5|+v`XeXP2j5;lA
z-$&0tv@fM*{goHeTF>~`$@ntBH&H-SnK`OuG^R09O~#6VsY1o)rut2pZN9(q95|`U
zf;@AVGTTX^{q4G)1iQ+~HrLIG67&7|<dR`E$n3=%4+MQmaH6M45-!d$WhA5*)>yD*
zsd&C?i=k56f|Tqq$3G{lzM!(&m)yda<T|8m-uRYOU_e5@<5?lKBXOi)=Jrc7((Tj&
zebU=u|Jg(mGJYQ5Y=ZWj9f7kU^?ykN!=CPgdt#x4?yKp(ICpd8;h3HOuOI9h>pb|i
z@;*tMcsjPRV1cJ1#7^$ixY0tLM9kLobZJrSnr=mP*~befr~CZ|W0J0GZ^m9(u!$p<
zHw=CiA{xH*V&H^TcmjXr#4UFN6)<cqJ@6TkfbZR$EHlvXJvq2f3Gz%^AIwxz;WjvG
zC$43N=`(Bf7wo)FmBDQa?<3%%22hw`WKs}yoW`^lX3|2n%6_&dTF20;;Rv~dm9ILs
zxlFWN=>Bwxv$?*~X1wo)*HZXTTuc&nEmLjw=Ws(`rD@9W!%75%&81g#Tm)S_?Vaio
z9b+<A?`6KX)cJFp9k%Q5<N56zMZ<eOexc0%m%cI91+g~vjLlGZq`pgLdv{8|2QeIJ
z@OtO!ZXSH3@S&c4joIk75f6VDiZEiLrxD-Xi+abm-GH+fHt&hsWy$HU74Cb`Vq3RW
z87)*9k3Yq-@;gSj#N%@FOtJej5K%l%-gyQRJ?}R`{x?zlL=Rx-as>$xAZw}{54_YU
z2s^Dz(2ED-mxm=*gQ<fhrtyaxZe}XC!<~9sgCJBNX<1osc&`n-SxxSz8OC_U$>2wW
zw;~&`vpaqk!-7pE?V!X1b<r9k4Y+=xD_3X^w%=<60+@wWV7zt{#hv1LYo=1v0_3w<
z(uf)Pxn}~uaO2@#2WL?{%pljTU;60%p=I4paZu^O_N-KoOF1pbv60jtzwEJlgd$2G
z{|W*>73j{6HB4}-|Jf24TkkML8+kGf3e}&3A7rv~^*&X=&Aaqp5yR)$;1AZzcqJ93
zcTCw60>?oWt(l>c1p-0)J;MF(SKrbC%0g&FC1)9p&~rvqbwc5K8wBooywcS3E8Nd7
zo+6VF^hl7?k4uj#w#~ZuO@{izoQG9>aJR8lP2Npuj{=%ql((E)zg)GlDES$>+COiZ
zIR5ZRtq3|g192jboD_vJ{`I1g_&1XgkJ}++`1@ye%i*mzuz?^$J)zy@@?rZ6>>n##
z7rJpfV0!N((B+&}_GU%s1=u~r=M|q_tss9eX1uWJXCV7F$ZxZLzt4ZGHLbq6@^_I^
z7>G^gLBf3#MFYzp(%*XgKA8m8P+t?!*VXW1yjua>TggBHgIWsB+~@pOC=s!z8_=!B
z*uhM88U#|<yd2rcG(D{4Nywvh-x$eXa*tKSDWk6gs*&r}>4QVi@h=4G@W!$8R>in^
zQq^QCyElTQ>vd{`pPyD8OnD!HgGh})bz?IXLkir(tz~@SgtiJVR4^`gEMIXuwHj`n
z9HYqdH)Sll4#@N<`_>pL4s}+tEyhh_)C8Z+l-syL_mm+kam%49fkq&16@wl{&-bnk
za>w`vYj|9j*t@x(3+cUEjXhYWjGuL%u2~RU{`T;AA;3T!jcE$2SxK<znye70tl0Vi
zBjV;gyegy{uCwa?S`qybiQnzM+v3tMZLtZ?niazFT8V2tYdg<>y5dg>5|sAAxaQ{x
zXmLNwrm@tGl&6#UvGs-=8oVWub&y<Go(&;xlHb_J%@gOA<yuUDotLtwqHseZ);G)g
z#VnHDViLg^$d(PcSr2B~!9i@&G}1URw^Ak_#lG?6Fz3W(Yduuz&Ln0(O2xe`cphj#
zi;_PS<akV)#nu>=+71{z=$ShHz1RzeW4jAh3TJ-UIjF60L$IHxRqZrZuWNQw&3LUQ
z=jb2|w->|~I!*!pv5$ZMdM%G|GOck0!EQr_ctSsxORc2^%<L*kI;hEDP4|I|IL>EK
zJF@ohd(-umUh#PmF{+^%KirmiZnFDR-u02N$b)^(!;8^gjUsy}=jEp!GOBTcO`8?t
zhHd9j<r@~B@d|wt`gW=<Jyt^&o;Lb4r`T?M<oy|lnMnIfcne;$Ffx+kZ+cQ)>uq}I
zm&+xjWK<&wZ+Dinlg6JKyT2}Lk8SW(ns}3vlP)IdCfQDSdX)bLvsoofc=_!(FT!|f
zww-8Pn(g;HN&M%_*Wrlv*y^Pn<k8&jc;)DI&;lTt-Pa4NV!ifPTFt`E&QU}Ve$_Un
z>)C3j@9%6?&G%hz__dy!YF`4&a$3kD92`d|@@x48&!4V{Z=Yn|6d%$1itnKpaeawY
zJvbin7By$b1g6FxJ{WnCj&@-AvOELViZFDwtSd2TU%6qtyU=8We;nxDGx`1ewcGg9
zJoigOT|`y!S;n!+xcepr2Hzrv!{~-<`ekqw4#>loow%2^M(O*pxZJ1OywixHqvK}0
zrrFj<<lpQr{}{%!_Sl$_<q5#5y-c>{I-n8YWaz!lRb|xxg36rkatga|itM+ss@SSs
z;O*^`a<G>4n47|UD~+uA^`(UC@L0%ZOwYV4YP=^yfj!|I&C3K@G2L$4vR+i8gRhO|
zeh~Duqk*V6xJmdOHXfH~|9YbmJ)9fKEOScyvK{G4P7G4U|H5Vj2?(8xVt5ht#s?~9
zhu4e(Rqx|=P^d{jI@8=a1T-n@VMM9r;H@&x-^OKwimdUyV$(gFrQHJNz=4PXuA%)V
zVcftY`BjB=wA)Dx?gP5qYFPgSj5;lybRAahrIXrx1Ka^fS?e{uAKN=jJa)?lDEsY+
zlFSzd@ExCd;X)lm=+^Jn9VTDoP6I9&zc<9sQ`OFN2-@Fmp|493V^pmroS+kns^+Hf
z%~LWIg6MB$&qeZ+u>BC?3|{W#@)%gWUuvg5$&Q*o?>3&*zPgDI+Ave@Fh7S8Ip8k)
z`H{8l&ToKaYB6cifO1i?RpW`yLM(FS!*OZ-DP<08g7y(OZ5@N<6|+2dhUAfturR^F
z<w0!Sc5U~>%^dw{{3yb2+3y~^K`I7za2kYm>ZCJR>SNFLK^IkhL^dD8@>Vm9T0UZ{
zBoJp7#H9PQolA@bct9d=PTICH`h|ht;iwMgq$0!ywei~|fL5$yuGLU@_)u*xX!)L|
zd3<h)cdwz33}9`-jK_2{kx27z4hU#s0!X@cq7){4hp1_X^AgvWffE8N@ghhF{$R@v
z*ZI(*YQmUv+7ENFYP=^&f~JR@UgYq3+0op574Dmbc^_=JC!u1X{&39Mhjz`9R$LfG
zaMSVeD~c^~;757^qI+}IP*cs=U6;{=ANA`CZ?Nxo%aKB*hI^e@Gy)=72{`>1KP7IG
zYnzZ$%@n}KQ`h|LYT9GR8vL?H7ge~9=r^v)AMw<xy_g<cMR@m20HU;)NZ29Pihb)Z
zKAQ9CKiv(4hy;SXE&JShpztuM?FTNuTbWp;M3T^3PmUn9frI$|2HZAUraRM)&qrn*
zuf(;i10tNRLh4dZT*Hh4dAj>z>ez=?<F<oN4$&4PypLwG44dyfPqN%GV7ksK$S{Xm
zOGq>ESR1%$UzLD8EnXtDRIy*R?dGq#=p*pu+5upIdq^*@?SD6@bKl+{rz2ezQ^xK0
z=N3v1SRn4OR-2w+w$M7Gr|1yzIm^(8drxBf7sDWPgz5EnNiG7ta>x7P&@ffNI?CzA
zYg#?WR{kR7E9X?~K=wu{yZ@%cNx`yVV8eGhfXBq@@0?);LkK$I>Io;O3*TElPH`mU
zq`b^PFd06$^I*Scy4elsZ4mGB2@n_-f~Fnw0c;)*!7~Eh7kiJkrEkYc9!4km0*Ac6
z08ECKn1Oxp^F6v{dC<<8F2d2D*t&FqJBi^UyUa{X)6(f=W322)r(wXF-|#;7X}TYb
zo~`qEL(cfio!+PXyFbX^_ibuqWoY`rRzUg$zCs;aNzdtw(MFuZ80l8mPk>W+fx9Pj
zm#)@*izR2Vdkcy?SdXkaZBR#`2;SAG8(r}{s_>4lH;odUyTtSDj!P#vN|SndRH2l6
zTZo90D*E5efVqCvTRTkh!yTy+?Y7@q4*b&Cz16c@@``b#Q|573XWy5ryv>JBW>x-L
z5;#-vK#dtY^{RB}-gS?pay;+)Z-w#s{XSN^{S+TOrn}aa`TDbjC?9<FW~mSL_Uh3Q
zLWw=u$4~};(Eam1$j?)8u0Mh^tX?t>0(TPg?X9mOy=a8*j~C{?eqRn5ChB`_sm`5u
zzXAW!nV<-9Pz=2hKQ6cWu|J5`wWBT>I{4BDmfv>BYZV4o-e$K=OS56ZJo0%H_~F9z
zr>QQ$ZF8219F0`OEKTox=1#dj!BHG+ax7*+4keR1c#SFkiMxHouH1#Vm}fz|tcmRx
zUl)FigszF&4_Uw~Q^9qHhuBoa5#5eXCpL9#RVn+3ok#O%dp0?Bn?2QgBmYK<B?vHO
zXMzt0-CiJI`>orM49cCcqQvf4wpyOr>XlU#V97SZL%SbI(^V`jO|u`VJzBF5jOU3@
z!sSNfQ`>joH5s%P37K!QzhC~F!Ty~L6R5FGe-Vfhr5RFapntd0nVFua^`7=qVui3d
zHhx@bz`d-AMtbAxn59pC1k*ayT4i7t*;6}puN|2qkPSw~D8f<Y(TCpVQNZeW;<6ka
z)O?iP^DNcx>(=L-^;m4SE!39vOl=fkM|GfXNR_qmK@5%U5smR7S-LXn(-=an42~^?
zZn3+Kys&4*eJI3L9KO`EGxL#)Tf~fmLqsPz$V}>%`>}_)YEV>LrF_kjDlyI^^uBx`
zU9U1!`p4-(F2v1h4So{6UWLNj?GGxk$JgyNOdq-%k-whtW<55hgPiU<PH)CP^@hDr
zqu>bu=lWLv93lc{SFrE#iZ}fWN$zCV2=oi?>HgJ6$l$fujf8Cg{qud586`7s6LE0J
zyU%{QK)F4DX^KW$-H~F$N1Uueh&3<Xf7_UpVd$T@t$ZS>9&w^G?Q{COz2)=|dr4;|
z;eglekb)t(a^BC!1@I~rn9O?6<6kh3o>o6Y)mB1R5&#kMKtBc(42CyA`FN%AL;8_>
zet?fy=S74Zj%0|jC&%!;`sEE75IW>I04y=_T1gW_>DzhZZ>Jqlv-~<c&mq`OHGMT%
z`iHx+6UBDB2{osC-66z^I<e=|s0a{r8+mkZe|rA8v)9f@elm6$EMAF}wlhaSiKWQ*
z^%mRJi}F>)DzS7c#dV?IrR7DA^xax$uh`<^(PL=1O01v#bU*htUIx$&(`x2nU|`hn
zqJX)dn1n%aw#Phj{lxjlrNnAb-3exP$hK-09!C#3{SnM^SSfniwdK;uRToFV)AvlE
zUd|;swK1;%mVw7On*n@N{*4KHL+$3(S`Zea*Lmo(JyTO03pUWBd$2%aBg&I&@eK%O
z)ETx!h0Coz87V2k9BYK2b%sFDh#5#;F7Irt<<KhHzHZCB|94%m%#Is)C{u}k+<k=R
zgSX$Ho5m5tU}qK7;K+72zYc@Nu^);oLDWJY{Gu8!d+FY9r@RA+h=MMwGi!^na{Syz
zWSH@q8A|7{xlb6aOj@M6C87yyQuEl*L3~hG@t&3Ba+Kz#?;eLZJ3jTOaOqTSai4P?
zAL!jVh(z4+#T1TL5Rb!%jyrCU0?_b*R{_T9%*Q!^#VHaD<n9xP@x|W58<S<ZCH~U)
z^+vXDdEuAA@RC%dNA<G}896`x`&f+5TA4pC_jGRtvRrk~g7!$Q%@<RNL8W%(b5<(+
zCI0PSc@NMTc4c$-M9JLv)t|qA4%mGuKHH+W!mgDRvdYPonKURWyeZk^Io)~MT48lH
z(!s+?>4tjjN^@|EVXZqGqrTU&Z&SGyf?}~vmG<Nab>D<YBTy~OIqi$v&^hc~j}?OW
zo)j{-KRIb58V`wme6!H#@9*co$t`93;yB2!sGl%e=4%Ne6nG!adeEEqC9Qk7Au4gF
zvPg5w`D%Q{3yF1f?CE5rFUJ)Sq)v(HkS+~|Jt!NuU@rt1^10Mjd3}48!I(wVyi8ix
zb0HYSex`c&!3S^X1&?FzJ60!{N3kk8sLS|;0QypT_F!h=J3ZreRkJZ=GFB(bXh=f(
zVCLw)5~1?iteCx_w86xi*xl>o=P!Pm<{LF@IK}#veER{5w_Q+Cwwk7N{wd=mUGbRS
zIDod<&P`x4ovnFPlDH*E^V8c-&+_TU4*Z^BA2>!$V%a<qm1DCOcRy^^6g<V+vo;vE
z{4Gpiz#IOJS=d}jXE`|xbDZJ3gCed6+gbE@@~_QcVIKOv4fRKJrNM_4yDNa&r9&)Y
zepYrz6rXdCyP|Wn(R*`#X&NzQS<)X?jjp0~ceb*Gvs!+Qd{(Y=-5}^`{FHSVc(mG&
zYyCIZIzC|Mw}M^!(c=|_MQtb!^t`x!@9B73c@LdW)ZqJ!t)nEDz6-V-M%9Mnki(&$
z2$WN5xAHb5A_mHQC|#j7CH$$+4l3g{^)~kVshA*tCbuA~DNFIb@C($_J~;da^5q^j
z{D2_8&NDwJi(IgJU1|I3O@QHy^Wk}uz*6UK8ayK6bX96DKR0D#Xbf*7{alj$P(ncG
zu-=k9>UGxj2D}qd>s1(d2EyeK0|bDWUoH|jy|$cyXzzal(3Y;G-Y}~JmK+$BNXpxL
zxlgcUX97qW*J|ss(7DibWOf5Hs3dxzynnLU82ft>P$Cf6adj|WG-^-=r+?XgKXG0^
zyo8VysrV6{vCf#_klz@~<}q_$Jxvi~3g2?rpJ06U#^-UTZjpWOq2psXVEWs)NfO%#
z)(>Xp2`tlKIw+oLJUa`~7`53+h!|l*0lqFXz1^uh%Ut6sii->?a`9cL16-7?gVU!J
z#X>i%BP-XCKhzkTwch;$H!<hyTsn?`LaGeuX;*s_WB+715zxbX)he_5ydB)zuunO$
zZS`Py1!(4&GPPj7`X?V_PmY^4r!~!ooGd~#MT6y&2XG|pXf|77a#+-}Gh%sLO}_1F
zLd5xoi`TzOMSU4!eRw=47?yp0gt5zF3Z3&jd1FJz?VFMO=~Cc>VMiXPaWT8qX@~4_
z2WfT8IQzM#$K2W2#QD><A{~b34gGOzG6@ca{$L&-8z?G*qTx0YzUvRR_VL@>Qr>D)
ztKHeP>%nj=G1ZM*;zl7K%edhWx7d%c$x8%ID{S<5mOr@RlzMM~d}dQwUeT+r8pn--
zXRpFVkWXbG5p(dnzUSm8LAm-8hp#MrYD!vS#pub`1B^1fLJ|?TiB9c<rQY<g7tFQ}
zl0O-;thuudQ56pPkq&SmntbidY0c;7C%OYHGF^_rE4g&_{5`Ms8wlC_sQV5iJ*;&&
zq8nq4TH2<-b&2G92k6taEXwS`#^}vPrgOEAkKoJERT*`4*qic%loHhgCL*Fivj31S
z6J&gFR5wpcS0%mIQ7AlywVQ*(y`HluUpoee9<qq92k{XXIJcYBW@HA<+#e)666NTh
z^C&}+m)FLtyPyqof*JJ1zlOqADrP{?Yhc40F{&t*(8Pmoqf{lSs3$Xb>|b&DgRQa<
zX<Y0Rjw|sN=1Xe+?0yC_;I82(kX}seN<i+#PuF0J-OwURad#^E@sIn-aGu&?QunpQ
zMmn69`mKC8(8ET2H#ERa8d{!L)1L4yKIB!r$ZjiLGNa2#<N3(D$3^QdicJv}Vv|3+
zo6&J>+gv?{<yFxz)Wp%2I23megG~=4y2mlbHh@x;0?-+c0yaW2NAme88=|bE#@v<3
zpievH({YsS#~EpNA=rMLr4Jw1E>|rQ5@Wdao&RTzQ`0%7$2v8jp;HSVmLqm%O5%xX
z`kqbXZGUigESMfLe`ZitF9obwz}&GF@<aQO1k0LK_Q85CByngp5jFloFeFtc%#-)!
zw@>E6JFpsTzYj-UMg<vkQ(dQ+HlMBHM=G%@z)<^+!On0J47W(gFKuMnPK~Gnf^`wB
z&VLgOvT4~s;>zmYtI!}IaL@Gy1{U~W==;l$l{km8*1biP)o4-wp_-dA^)O1&eL=;Q
z_&m9<1nGCN7mFU-Y8Ir;7WLT9s5YG`<qWNsoWcCKg6OX^NZ|eA>-6pCyVKZlPNmRb
z)e|6wLwCSX04EZ*AARzZMiWQ$-p)e=b^+sz<x3;G9@6!Ps`ndo)n^q*ty+ygc<?~m
zFdDMm4|&{q<oL`h@AfWN(ZSV`TbX^yQgxIDbGN6a)ylc4P%<G0kt3-7K)C9DQzXP(
z1$B)VHFUI9rH=c&QkIk+`cxU>y(zb^jOV=oi+}ja->tVPNNNWLK+kM-({6?`eiAb4
z;=_I4>Xw_N8|R{heP*>*ri5dcYnrrmW_JjH)6Mw|@zNZ~iaZ!^bEOS>&NB6*3R!K`
zS8i8=(d=4PDxZBEzzeQj%MirNwfs=n|K>#oEme5E?aSg1j-G>LF&}HJHPx{1@#0Qc
z@uw=z#1~dr?ZQ8J1U1y5<5#4zcslMRqJSW$j^h<m*iStms8|`ejcWfqR2-L%mV!1y
z_2;^J;WPJ7OUI~TpAA#-6%E;jq6gtq-U*r|nA~!hS84w|47))1jLU`DaoS59sX6iR
z$^XSL0q(Or5c{9XqjUx^2-!5{uNS(la%YWE5A3|ZzrMTM>Y%w<F-Qg-x!TY$fPo4y
zd56$EyoYIZI|#yVHYTnGgx#i3ft9ITKGw*a@iRyV&qbbZI2NHsuBZ?RxE*@5+P>cj
z8cN)V@mL>f#qZ66j}R}2a_c8<PV3zH@KkzY!b$))yeGzw|D|6xv;!;vw_9%t>4JCj
z(@zIRt-i`#A&Fb7_Z~_BJmm)k!Djqdk0ZjLgdhh6*<}RPS}HHHit(Kei;h+yHJ?jx
ziLJIyIi#bjAZgzAyQw!>GFHm^Wn7R}u3J;1*@%TsH3<L1XVJiAy8!!aUA_qeRLJck
z`Vb&dpLJUBiVXV9Gh}bP0ETcnVjnD91VRe*Bj~7k2o(Ha&^Ke>Y7V~UT?pF*0vUt1
zHGpfTST*Neh`)&BIz*un<AU#d4>Nsc%5#lVAy4~P({=H<dM9F(7keu{(t)`K0T_u1
z-zom)$K`PWNk!{?u?`wCs;FCEyVR8iL3(?K#~RiPK^Vx<%nJn~HErt)2k8br{c1tj
zZbo44NhtvspGM^I2jZ{~vDJl>vf*HTm>c%yhOg(1WOgZc+qudj$~SY$(nV213gl`L
zSqMrQLeu_RQgZ#FGtGO<aCcsi(<%$P*`#ofz7MILK%a7YU+<(s7aQH+!1S=X6UypP
ze;-o4-`Cl6mi-ZVrXMRnUZl5Ap0qs+re5iXCJ{;8RrM~y;suT5CK_N;K|Z60MxzDV
z5`Mt;=dbRV#Tr~&F#)n%%+hc2xj#DJA%k`eKCQHi05tXyJ&;p~C_gQbAcH25@kY!L
zkA-EAtOspUy<zbZE;&$x1JPa_eYBES=k|v}%RAPV0cHJTs}7p@i_Ah<3eGP#_mw`M
zJai;Rp{T3jT@IR-fZ6@QRX6ajSw<=?D8SVl<D?QmMs$xt;{uFXQcK!E1ac!;d?z_c
z-*Vz2O4U6KJcz$~ytiGa;(`HNJVKspc$W0w{;7r+U^<s5@QaP8mw=0Dq#tNIek5w(
zhE%{Is!)R!oZT-nhYYFc>BVj!5_tuLi%=2x3@X^fjvM;$Ka2r2MhRudH*BaqKWQxk
zby!()?qE7N!+w}^pUES*d(IGSH_CT2#vA(Wbbqy<9&I#`_K3?YGYQIfv@zPvMg(5w
zTc7xFmZs@cSHkX<IWM<29slmHPG3De)br>6kW+d6_%iK-!LJq@%lA%Jrvr=60jZtd
zpS)v!GzO?l${@ezdC7%U=ivB3^$*L>fLu#vwCyyYL6mpchc3b-Hu5r!Z;lLq-MMs6
zibMnm#SQK8w)oxcyrTB-z8LX!-cPfYzT`yVo?vg@-BsNNT&yMbYR6aUY&QbBdfCq}
z%Zd22J5$yU+P~q})z1z%Url?<-FWkJ(C%J%dVt%`-0Y|-$`4O%_p%J_irAWdIp5$L
z5C$PsE9|}gc4m+=OC70Y*8q)#D|&x7Ge*zg3$ORG0DTipopt&6vhP5CU}n`U#!}JG
z(AO;mzgH<Cct>h?xwsD0uM6Kns+n&>w-dc-U@wl=2;Eyi1oCcW^<sM%ebwiG$*B^`
zT)zhweQQAC`LS11+p7;UagTj+JDD~w%@TsZ4OBi)J7fJ^adP|Kjaks^ya*t;=AEwE
z;%1dYJYKZ!Zo|*|9?kmG%MF0L7QMaI?+iVGSm6V&yWc6IRP!Dvp0j;z!t>HES*O7e
zaBC|gO0}LZ1hMx$mG-v$6u+sABxUnG81yIO_(F^SIx=4+vCLJp9<G#9;io#j%UfJs
zwP2K)N(p3d1*(gn*n?qkU^~0;iW92(*Z68GeC}M_-Hylm{L*Zm3;xBv>qZVUS?Dwe
zIHzK8$7Gf+j^7<03fcwI`i@qIo0Gx=-&LOK*db=_DKDtl;9~VEH7Xr?(K`RSbXMmZ
z)@0;TEhaU~@ok3>qyBAGo`pb@xvAfNPBet$55KQgR&!9ZzX{(VaJ?n~X>>{M&m#Rq
zX9#4dnyBv2NRpMJ?TUP{umi+@ne?4nuWln_47`@3C6+_=)a?n2q3LEP8f{P)AR({^
zOB~&Fo>e(%ylK#`of4Dqr2+z27@aOet%)#Pu72uRJ+VVInd|SF!5jdJ5)Z1EC-I+R
zx+}4}+zm!uJWvQGl;$c&rc^-%#ibcX(WI36pu3)CfPvnmsfJ`sg6+{Vqsz#l2aY1O
zDDS|}n3KH|^!`>rol&LKNzm;4{dWDt<PX6|hu4lXNG=f1AwhCxYA4y7PVH<=_E(rZ
zH8z9LYXPz0oJ!{0myQK~9xC7ft&vz_NU!)Mn|<~s%V{`*GJXw{09lDM(Z@zLc*l08
zl-sTiq;IRu8Z#xF1t>iDq+wqBz2Y=>EX69kzUQQm1ABo`zx4w9+Et(32oZeNA-miJ
zGwr42=|v!qlu`IJ0a{}G!Dpb@<Sy0vn4SZWnZ3<=l?UaQy~EydPt8f%{ztX}z)PT&
zYeK9tFwbh4?Is7H8^ZGW20nw6^tuLX%S;sEuuXQSEcZnws0`~++eQ!4f3Uj@l)qi9
z;urnI)!WE~=b59I$dP=ZuA%aL&@e}!ez$odYozc4{8K*QY~`!tMk`y3=LZ)<Sj7cw
zZ5mWJjGSvUvjI5X7Sz7xiyah*-u%fwdC2_ss!ioocmqEVYEm--7nZfGW9XXtYyYT`
zoZi#|{AmTUO;8~PPeJDK-3m+wj36ko(M-)Mg%}O<yNx8Od-VYl^Ly|~{czS>wR7ZM
zIe^^q-=+;xjb4Im$JO>9y1ni^1aHR`RXp>5DHHefNWJ!2)sj};nb6Qp!R0o~w2nCw
zqwZ;i;KF)t>;h1nzqqj-S2=dM#@_=Rr9Mr@b*|y=ngaC43JvU4$uCaaa;4wo<c-q^
z>G=wDnxn7#LN^l>#(aRz1?MLo?abjb(%?kaS@Owbk1?i=UbKA!_UF3-fMJAOR-Wm}
zED~zn(B?ipHN9S7-R~SgbjJJc68YV7gPDL>IjBBO;Y5ID_WFL>obti$&*fOC`y;a4
zB<H6CH7=`;zWOJF)PsTPJ8lY1+|(q4zm-B*t`gSA8wZt1ugUl_uRZ$k&ftz(%8k1u
z=_;`TKTpoU5w$jbu!Bbv3rztoW9|G;gnjWDdS-(GAZQMNCu-$l6;Mg=8#<vEHnzxU
zdA<HK=whauxLH@!+KR+Jz0C0&UHfR1x`Vicluk8(dP3b84bZ{oCvPyV4!S7Oul~wW
zV)qrv4CX;hArTPT#H*qm_9#i63_HW=Ze?jvE6cF8T4U+2w-3SMy9yvBHn$Ldn_*E5
z;NDN&tW7ChCF(U@QLDcWSYBf??}r1Xa}KX?ubj_OP_^h8a5Pb!wuYSRy6f0RRE-zn
zt*uE^6W&!=O+bhvWlkM`_6H^PMAdM3Z_fcBC$FP1LBX!D;?F9v=5(v8(>nlcgtZP{
zg7$FbKIB^twEw-nUY0d;=ID=Mz*YLKl?Wi1&vGne+VM5mM)ja}aaE^SpZOXP)svs{
z2iNMTgZaS70}Vj{-y_>XJl=mnYQ-XS*XOA-F}(b=D=0L5UjsW*adLu2cpS-4zmwQ1
zA8vN*LT!I2%e4%H4dR$)3m*rv4twRNe<;lb1Rvm8XN-ThB&Z;XUocd8jf<AJD1QX}
z+&L!nx#9@GMcX*pAXm}?odb<^A2d<2Q?LjPCg$6}_TJk9WE{t4c1aRwzZzap|3MKU
zJp(!SNOT**gOJ8N{)+|fUwI2aMCs*Qb$ymyq+$g8jPuB~*jFr1@7Q~<rLSYgi&v+>
zHi;llMJT<rtEJ<l*@i-fm4W+0P^dWIUcH(3JuIA_!Dn{&LEz<VLMxHgeDAwA_;(eU
z*+riCKe~faBW3jVM6;)~pG!Fg7xVf$7EoSA`W%I-La|@mA?&e!pNNOg%BzB_o!1}f
zxN0DTxKm-ya|ihQ2kPG^vOtvefqwpMM>N};CRy<W0MGOF1)cP>yJB3b^RZP!C;ff%
z@fIoZFV62E#;em=GH^=lWY#{?Z@<V;1=%N#0Rb10)X9C8j9c63nR{tQC8bs11DQJf
z#`VF#DlCTo@aD_Q#HVD?995rIOoX$)=v^3I`|YoG_ICLBjz%?$lziFRV-o{kH~TPZ
zK!rU<NN=oj+ppbA?H4i3w98ee*Q|BNy8oUq2{XIBHSO?v6+wo8z0Rh?#)RL*<@~`o
z{e2!oM?kzzfgB1$UiBXRE;M+r6EC0O52oJRZ#mz(44FsD58=XYFCT@nyyFw-A2j>0
z&83A|tDM}Y{?^I#J{E(8Zm%i<@=n5Kg#t)X)bZAJ#j!E+%v**@I`fD{Clc3wkC-$A
z7It%O_3t*;%t9MKnW-4jc@`kPGHEAv0*J0t(I&j6U!t)MV6!q7wBeP^={)~#vMvEA
z;0T-M%RpMujx@6|2Bs;prhszhFE0vBpCiqXM&;#RlfIiQ<6DUzCHi85)^aG*o&3R5
zP<hUL4}bevfs0j#ILqsFhjM9iMqgA%sbCTZ1M;&>TUd~OS3msojiX(q7Up%Gw!swb
za-`qQ!Z{rgYznVE3Xi$*&JgL%^%P1uf-pW*Zzk@&T1V43Nk1M%s9$}YVdk{HYT6+%
z@RfCM0Br9&iMP=o-={7Z0#A*~f12+@6^ygu3#vzyp`a6xPLxA-ZVCgns#Oj<zI7YG
z^yu83bTo)K7|tUKa=I(hhaHgMzPHfPkQc)Yj*Tv6Oe?KcAa-WunqE6?N!R+a>^Gds
zgn4Tt3-LS*S-R8rFatu~`n~NH&}ey-{Wy5ecX}U}FTFOtpZ#3<6!6?%Gyslx%XyMn
z>se>=>u#!``^NQbwZ>k`3hLlD;xmFxm8t2KcvH-TC=jwtG69_K3`*BIr07%%%J3?U
zW8woR<2b~oOGnlGQwXH=Q6{}wv_03qHK6h&^_C`}0n1~B=G|$K=9CS$YtCYJgCIH>
zn5`D^d)UBZ_G;xkkn_N`ZjV+$E2N4v!48rs;DC4RiyvjbfNpo<l_K_(_R~^OS}U9A
zs%=P$-^uz~j>JASXb_pezA+GMkSfnI_f1_5ItMP=M@969J>7w1NN1Ws#~%&>;L?B;
zX`hc<H=!h7=NlqUZJ@N>ndw{gNHX>^pYc7bk&Qy{RSm?G6HNvWn`aGpFL9(Z@gTEw
ztp?5$#5)s*%l+Ei3uF*Eg((4}>aXh38Gwm)iW*%2usW5pQs+!<0X8rPfQsewZenW0
zlW|m!o&(ZMhIr~y)+dRMtF}w1>Py14L*|45D2V^0Q#*fe8!J(7rR(xMzwY-R04hqT
z3^T>nW1eVdN)!`t>OYy=1n{T#F)cqPz^EQYRy)(mS$Dm%?OJrDbvgifkvC!Ih@%yo
zXxuCxeqNMNsn+9%bwCr@%En&X!~=kv5!;H<mwwuv2+a6o4iFq_!!$2oCOzhTLuj80
zQnI<K51M3!`wc#(wpHIcpfN34(ss8L@gX?aR?awgM;uv2(Z=%YnQH|mh|R-X_In-t
z%0|DK!ynn4r@LWkI}k4M`^S|QS2s3^)7_SqBdj@~HM8q5#roJ1oc@ICFkD#Aw&XMZ
zhA!{CfN0qa=7y1NT5^fJTFstXoM3u}jZ!aT-n-xl4h0||#wxY+wS+!8nD&9=_?~f~
z_hN{64`5e=>~s1_SsNGTra{U*fO5D|+%2w2OT=y0_1B+l6k<ym>-1Nf0Mn1Ht`GdJ
z9j(JZ1Mx(K$((dd7?SmVWVP2F^L-2mo$@Y+0Ir_q4>SfZ4zSriU!CvF)=ezj9!{61
z^q?OHU`x*Kh?B}gcj8T(X_K&;!!f-UoHT2>4RCCHM-H(C0TKSC6xC<^P!Ur28=L%k
zMN?8;bSE`KA+H@5W=V)w`U_+Dw_OHO?G3zN@!`)*t_BYQnDrLw@-k>K#iT#K@;gJ8
zmtWqEW;X(<^I$U40|wnl{BlK!eCUYTs}2#eY^vkN*iAb-wdZYgD&ffL^f@3KswuFm
z@S%3$9Zhp%$VVR2@aBn>O8tc(G1iBk-`A(B9Kxj&UQUDfd;0w_WfOKP03h=t5ip_b
zHwC>)uzgjID?RZ!fL(-rS#|@cFnRK3?Axn0Ow9Ea-6O9`ZWbn276H@q{+EFTZmdKB
zXhS?M_i_Sv;@>MFv@Zc}CC}#VFC=6aD5j9Rdp&8h8=}pI2Cm<p`gkjUrFU0IYo!2k
zw#J)+!ix0oM}z3j0QbHAHnIy{ya<sq_qy}5H+%I~<+O8*_z;<teo{$GMD;DzRGHb$
z%4z!$t@?;Ap*M{rXQ-DtyHuZTiTwcf)3hx7raIpWfV=uKi#fx3zX*HPnqz&8t}ULk
z?uy_1&TAgX=6=_L2}l<Dvs_hQ2=cDc0E4By52ymzZA9u!3qPK#h66y9*GFoiu-9Kj
z|7!1AE&?(6^55rWe_zUz_jebb^A=j$?etb`0^1;vmAuUmBDP<U;f@bgmLwnNE5*hO
zFzj+{F)NIgwB<bsSqOI;^aKh769taVj(2~C=rrEq^2TjdsR96o5W=I3pD@4%Ub*Fy
zRaaYt%Ps621ds-dq_flfugg1tjIn#RZJ!tw2LtE87z9=5OJvmK;*<Le9|3ViIUoX)
zkau1Ph%1^=l_$#Vd`>eM=sR9u+Deo@c){FmqWQ1Y6x`aKvOzG@j#dHat%S-4+iUO6
z(KH*)R!&*-?hmID%C*tyMYt*+vCsdC6?~15)gzu3WAK_!M>~xE;s5}lo{=-~dvX-{
zt+%o?G}Vnv+35?h6*5x;Tvgoyb=SSUt&F_r{su??oBR2H5u}l`dJEB)H%%!?DZWs@
z2Xw6SmNwfg9RL!u8DyLM+cN(){+|Lit>i3l{_P}7gsS`;5aOGX<JVOD>*4(;`}UVs
z8U^s`Q(5CHfC+H#EHGFg*>Ul25X=8oYoaa<yjozP)&)2|@xa8RYf6~@k!ZjXU>*_u
zXblbu7DM2mJ|c{%KmFhO|9*M?vPDsM08`cKx$OrMvI<V1xixZ5;?X~DN5L87UmL3o
z++Q9B;3ATVxc@T|%UO+u;y3NC_p&BHA=S{tq00Jy-|N4O?;io2|GoGxv_MIZ;#nb4
z_!kb=zs&!?FHE)qpvrfr{VD?lVR?bM))?FVGn0tq0eemRx`dI&|NL3`kw0&2#@~Zk
z|83x9Dxd%;^x8DQp!{b|nhIIaKQD{rY}?NB`11kc_|+MBy0x|KzxDpNXR?cDWo6ZF
zDxD0LS^$f%RG8oUH)Dw2+66=`3trv|5I=e0H$<O{y)1fdb|wJbXPnyG?lE%x_Y?9j
z0Q%I>_PeY^;!l0H!6YFD|DJwY^?$2{(SUJR-c>mh+U7+3kvI^a%bWDsLG}X3{}*Ef
z+u;8nmitfb++Qo|{wQF(ySo&rmVm-<IjjJ%U-ufw&-Yh=yXNn$^{;9a&eT7vQSR#h
z|6U*UkHG1fy(zf|*gx;jZu<+`kl4>>%J-^uvfJ2wHc3~@da`Tx!oespJ)nT2w-#Nj
z=NJZ{_<Bx(bVk=?jxP>#R;<$fDh0_gPneuu_r2#<`lgAj%<-q(A2tk7deUqQ$WW(1
z>k_j$L{xpH?wyUbM(hS^1f!{>U>E*vWj{#eThzXUJ<9uaOdIxSK%PFHfX5}CVQ4ar
z)`#0~0CB$@0N#K2_(gPm3>pPg?YIEwjl}yVZE>BE+;tDxfufU@VBtQ&Y5O`m?Jn7j
zzj45yo2xz#FwKYuKHP_5Dg#)pUCEeUbq|2sL}0fZ;Ao9_8Q<DT0Ic!)LF<&{DR4d(
z07TIGRJG}a5}TP~@bwphk?l8Jf@=Wd&A19c+W7VWfgD=`4n>@%wYbFeB#SZ$2v_=T
z5+-RxH=h6+q>QQVh$Yl?sUzGRC@x|~{{aZ?xEUBX>oG5F;-yk=h2F}&Je;+a8zI7K
zmFnD=3Rs!lNxqoL5UtbT(kv&!I!k6FjRE=Sl};d;V2%MaM6j#p74X*|aO~dlw#(9p
zrkWe&&TL)P8SejCdnnuD6%*hv|LYC^s?-QsoB}M<J=-Q@KnkZ-p0RGxiRGsmfZN#w
zp2&TOzi;vpI~e9S!m!L!!EoiyGeOkpGPtEz3MlCUa5@rY%Q1Q%yGtz?Z@9G3ikpJ_
zyb$SfeGm7al>z>q#W&v7Cf|m}*hc~9<A<M1@h?^niu1GsD6zN~m1`&EE7RV%{2%wN
zaQU};6{m8O_Hzfxp%E$YR5;=Pq3o>#qU^S|aSICp3y>U9Qb1IYhA}}vN>G{+X=xA;
z7#L}lQo0AFyE{feKuV;$OUi*6VqogG=bZPP^PJ!J`1*bS-Nc^z-uqsAueGjqt!t{)
zFAoV;PRt$IEoeA+iNzwxbsyuEf}*)-$N>ACpt+eI9LjwA8bR8&H`odEO#Q`M{QKOq
z;HB*D97(=2M{FogS5&<_U+-HQ-7j6S%9YHFDH@Tlf$o-D&G29dwBh-ew{-d=lnyh%
zw_`I?Y=&f?hy!g<36vf&LCF6EWmO?&8OjM}&+@d-UGJ}8)VKHcKmc?zL0NQ^Q-7}+
zLb@?u|4bT$&P$9aod397eIsF-Ohk?v1+sMkh|k#Y^(<9tAThq?)yj)sby$_k?}8TI
z<no<ejZ>C=yBZ4dA!T87aF9i?b${_bO3k3W{N(BhM@|_s`|Fv*{iWur=2=s6p)$K8
zKFN7q7ay$_rsnHc_icmv2=7S^nGIeX*8$UqxGU(tT@Mfk=z|q;RMz$Zeo7D==r+Tu
z220mNPPjVjY!(XV8zqbA`@5@E144Tjwg+l=9biUIn0B6J!Du>t@%5r+ebrN=EZ^gV
z+o--u?=M8i$rMV1ej&4Qo67Df0eGPyLnxH=dXGdQM&1>l?TC%@A|Av6IKL^YQ*u$F
zHYORsBtLMo!nQRl+}J=Ufn$kxMc^gH<Xg(dRk_@<mObG!K}Tu<3rnZxp+e$b+A<6&
z>)Ew43_}-4%(sRJgIgKQNtdS|<=okOcKWsS+}o=Y<CJahODp-UaE|`pk;cER;2)O3
zOL4X8S46=QFoU*CuEo>)ZBWvzdyjUN{ioi*CV+g|RZO{Cl>#e`1G}v)59~V$zL#$k
z7CU1ooplLN;)<#nF!8QYIcj##ZFMZ@wW@KZQ0Z0deV%ECH|&BaXss*fX>M0#!;at{
zwZqP342Y3qL3ib-b<IjfL0}khcf7~CxP@U%+L&3&CC?2cL`|mG_9(RbDI~~$GmP6p
zXC=FTUJ7J&eAHSZ=Y|E_+y5>%0<`UPgDTYQ5k)V+6{${sf{7~Cp7Ggbk#J12g2eZT
z>3<xuye7733Rn;#5j?6cGVNLNaqE_iK2!xEd4~04Sz5tR&;l`<P_=g&qaMd7sA~ea
zBG#f~7FSD0%@X1aTt-{gL2rrKr1Nn1s8IK=hAn<rP5(4^Us|#YT<@vssh8w<Ks&W}
zrM2+th~z79WlI`frRVX;Nh6R5!^K{J>Qv=)17GD%29Q(rl&c8Rlf+{KJ)QSNl`URV
z)lu!xw>+IvO72W=*z84IgDuy~TEceDia5+YNZrMN=7>N*1oKK;g9XyEmFcuzEFZFe
zzM6f-!yUNCZa{^wZ8%uv?=Ns3+93Z+3&21MOKCo$dSh8DLIA`e+;+7WOR7<*7hxV!
z+e2f3r*uTD=Lp~$Ca_|<WSn{5D(ki}x^?G#boK4uZjr}ei`<f-U{KDNZ%`Bf$fbAb
zy-BgxE);pw-W@J5II6c%jM$CY^rku6E`j^NaldI}<Aboo8qw#1ia5u_FVKF632Giz
z>>oaC{X9Ub!c&cjQjCAhqst(5M)f&lJ#b~8NvceBeYe*$6)XDX3p##m4fKzm70|25
zOM^;rs=Zt>gM6bsdQo@exzF>jZ_mx*t7`V}6rW}*H9j8%i^LuPHeo<p$$bcg)mP*#
zKU-1J7V|SFaUb9SViQBVk0VMOBB_8)S*CcV?j*`g*Sexdc9GBU*=fY_%SktSM1ODz
ztOAe4b{*_5_o|6qliBDs_&XJa4nSesydlUkaZ$#)wT|r;_r&#hEt|+P;>f4sCgU~c
zG?!QdgnQwu^=@0a1_H~5dEnD`ldAaD15;lM!qRMR^yqB)gja=F>I~rCogUtgvtW_f
zn{Xn&*ozN9()8J{jI+aTg&K6Q6ijz3Quy`S<O5bd^PC03;MP`8;Y7Zkm=>g>vY5b9
z{5x5Jx95tWnrF7#K(=;rAn483T_Ja_&2-F5jXQ5QPF;on%$%X6I>P(mD|BG6c{)Nx
zl8@3CdFy<M48I@V5?|H6n|yWzW>>pmji!}I;8cK}z<LW&0x%`{{o$jFpY8`92Uvt%
zEXp`kf}4lzu3dOyk<_!he%7|o4K;zfmUX$ieOKUo2IF3ltjDO1c~X=ahN%rh_rs=#
z&9-_&nX_vgaFHU4ZMK#9ys1G-sP{VW-r*;bwi4b#6|T{nRTbuMEGiU}wOBU4yTqnF
zr!)xDf#SxCR<}<xLgS@stq%Pb(5MOo70*6=-0)Qse3awf5vsculYn;txegJxPtnW3
zJj~==q`01DC;XeEv?oDxZt2fYlXX5Za9R385i(ph(B3bMQ3jSf8{=YX9zXWa*H;)g
zwsVcPpE&(mtsXBuX6Wbx>b&CO%ZX06d=3N3Xk?;i`EvqpYqp_=f$wd%>S;gqJHes(
zGg9NZ!LUWc{!Q$%4IqN)qY`rOFMqH*>R;g6?IF_r)SdLwj!=3#VS3Fy_uwap(XjV`
z48?z+zyI?iz#~8&a`>Gxh&3|6r9!qOg+ROMJq;T15*;+97VgYI?yPV`vX$@}*H8Vt
zTRgNfTkI~>p4=MDbb%dq`0S`g-?ryW5GExMzuMTOdOG-R0RoWP2stBKJ93}rfA-LF
zU8q%#r%v@|k)6C(2v{+gtu{y?-Tnz0=7slJHD%3p;z97c%40>^GfjQzN=K>sagOw>
zGIDKJ-Cts&__YESr$AwQ($`|KQT4Ru+Y0gvo6q698kTsi5AO;gJ42}oofi*%x_r?M
z=CM)Uz}pBu9UcAfs9zs1imp!0-Q`j04H@W#jll=QKI?pz_;<$}c<FkdL(<bF*Cwh<
z`D>4CPJuWwSRl&=U*QIDMU!Lbt|TcjwL3{LP*@K$UtgQXrChPeG?W(MJG2Dqhp+J0
za1Uj+zbY#b38WlX13ZS<LdC@g1@Gad=|q)-kqjgC_n;x;^yNb6agyN`EP$3&op(O1
z-Ma9buum-%gu06s#e!h__<&2kK_4{z!}@rWy`P^sKhs6qRm}z@YSIhLL(b&x`L1Wf
zP+qq6?2<hRVnQCyBm7F~EBG%AJL@TTlGYVaQ+xZhAYd-lGOsJ-wC9*VWZIxU<IP?b
zeIVw%I&e#a*T#u$n8k907P`-oGk{mtAOGPZYkwEjg_!kcY=Tm;@}A^i7FSc8QL#GS
zkoEYq?GI#t^7{nt$FXO}CIC$Ckl@#O%@V5c9csrftn5|Au%q(%AlMy06&xuKO;;!V
z{GfEY>8*-n1D*Sm4=RZceY+RxWli_Y=CPljL#7)_ePaka_wQaieW)|}vy8XNiQ@-0
z^pEF#LtZ5%h}!73-Vl|&)M^LuR9;;MWsrSL{i=RwLY0?Twk9(!e1Y(^1J_pGaT!Dm
zQ~v3HA4IEBG(6_ytO1-;&IO{3(>v$bUdq=qd{thp{z5nGK-ynkw*H)QSZ00j=&*2)
zw6Jmg5p_Zhz<?!;lcv%>HX!WthpQCmYKYA<RbP^R%0?Z#{$Q_gc>mm0IX}76$(tHw
zm9$jlUzKI;8(Ee;o<6_BXM8Q=9PYExOG@;ghypRyje?U@F_yd+U>R_4I?|!V3S`>G
z^q%PKQGNJ_fB>P@vGUxt?)z^266>93hpi%d5EE9#82+l36EnOx0p<w?8b$RaU|{2_
zA|deQN}p=@erlr|g;!aq3PfXV^>=R-sDohl?z*UMmQe_yT&3}>m!XV%o_6sSw3h-A
zFoErfwmI>jUKO5<Qe-0IG<?6ryk?C4dr68r4#35}XDOxv_7{Dpb_JXKqxrE|etk}=
z2M9k5P=-xPd`Db(87a9%jk3*ipHa}BYwTJoV-O3Jby)CkCMgM##P~LPdRpIQ)U=hB
z58#vMT90>B*;v!@FM+O^{Dew6WXJ|Rr}4B%9~AULhp^piVFl4zEA7*82Y9_3Xh!UI
zZNRcsP8>gW37;Zk&Vrhu=s1AL>#c{?QL|vShW5gjKZhw`;dd3AJI+fy<1GIB`#p$X
zQ)5Os!8G=pxlO~MWxiwNjqj%CZWq|qHk206<r+%jQ~2Et0dBz}B@m`pP*W=7zhFJj
z_+UJ2W3YL9V|+Njq+ah5%bj^KY8bX0=5fJ<-Tfzrv9D+_&Co5F*S=|07~7TB5kuI7
z2k7>(zI?yxx<|&u?uBjy*Yfm_Pxre)Q<g=j?16<7ST81)*T(L9ziig;!;L-0Z)#*b
zzA0?}UBqdr>n3UJl6ia?q1Q22kgyeocqIaA`^CleMOAJr_QpU3g2a>1#c2b*mdZxk
z!lpIs4Pt0so)Dc<vp7)d>=Ud!e7BXBdSNM*)Vmwu`GyiBb|uS5p?7-hAU3tS85JG?
z7fnEWqCLDKMus`P%o7~~iVweQJ<i4?Wv#KkRlYe*+L-PV^4ba-+0jRZxNSC`m~>XW
zb8u!2BvyG(Um2AVH62L@#<OUyc$keEvbgzIwbS_VsN03l|C_?_A8*2YC1p7-ew|J;
z$h!R{C1sU6b`dv6HiU1r+(A5EJSCu8#=Cy1@tIYx+jQvzmut*@t>{8GC~>C{;oQ05
zyY#$0oXg7r7cY0v(8kDuJI^jAi3L%*pPPp2CI1XZk9FQxdG0!yM!InHMbH9_xM4j~
zv?(O{AUL4sT>?Cejrkg-qlShIa^LEaPnmO}=M19d!h}HJPGeiW7`@q3*<H1pYxu<a
zjmC%^p~9iiau1ODh~sZg#h`5`Yb2T|*=v1e<8^QM8|qAkz=wR1{pO0zS$>-P>|wR9
zNJn9^P~E2h(UQh{pfm!XaZgfb7wPH)Nof4X0z^a^@qq`t*jtEH#8odx92~+bGiN9)
zzO{n(dQyl3cj~8b6%mDuaez{<I=Acr@4a2o_ioK~CLjU3lYvc-<QwxMH2520%OM1(
za-zMBXqKQWm(uUN^^qgnxF?4Kp8^0i0$jd87I7tgMrot_GsE^tdnnlEhgCMYdRG%w
zP=~mUIv6Yrrh(hbNRM!s2GeBS0J|-aLj4J0TlzX;^r6I67;r0lWE#FH%ZP%UM6!+B
z)_YZ6W;{(oIZ?cK<cr_uKuxq*n9OeM=yPA1TNOJpF06n=*Lpm`BrkVCxokMNYD(dA
zTW|$Z(S5y$uD}4zxf=4|BWiVH8RT-sKwdz($wX6rwfnAy66mjL-xqVkn3RI^tER3V
z1awP)r|2vbJn~$~Y1(s-iA}@V?C351QEU5fb+odVVktrNXY0sp*Tko&LLd~tS@$e!
zk8S7LMKKUbrElZT#}q_^tI@W4aOetuSKYxmQW~FSx=eucfMp{=w@dv<mMc<`yI{KY
zK~Fj`kG7FR1)n2(cQrsS@r5tbN+KwBr>>g?jJfNE-{LEOYvFGhK}-BU&dxhD)VL|b
zZN)I5C@P-O6Rt++V=?-U3Z^Ia-3z^so~SX-Zu9l0W<2g<k-9k&20C}wi~Ap;l0D!G
zxovN>C(bjDapW|)mv~cqyRW<>?W_*+>qCK0PE0*umjVq%-)j^ZBKzlq+;fX#c=uuo
zi8-0)rc*;`zI1#Gr#U#ar-csz(#*5|_6cR+BgaS^n^Hzo1D&0KWy_K^%&rW2^xo*1
z2WFk7wDySE1!}hQzKCB8lN{wxY+^Upg!;SBD~@@E0~4~v7dO|L;vP=(LK>2?hgqP7
z*cSk;>Qy#g=HF3DZDTae%7>u_g~L(NS;M(cGSZgqL_#WlLCSx?0cK|4xxF?l<Ux=A
z?`GqFV?N$K6f^x07zNDK_ej8(n1yl-5NYwd9|?|HvEIWF1Yv8laTXwKYy^PnIidF`
zZgci2{2s*~LH|IsAaz02-1~5HYY5Bo$`g;lvk%>8aszi9B7C9=M`wW_Ua$@qvFE_Q
zSp>~6F!CD_7(Rs7If{5kubE@NL<X=4Ms*y}ZDA0IZ3N)^_wAA?G3Wg?-0TyA?;KDy
zss(ZUb02^$ba&_GKg=xaL^Pe^se0wUyS{S7-o#_OS6)7%D^3-x*0Ba&;l(n@IE%Up
zsr=4ikqYzES}s&1%UB^Dd`0?~)F&B=guc^o%e7%Us&D%o`6jv@k=uljjNTz)D#L+%
zHq=!F&hq~d__00tB4hG|jtWpMze(go)38Yn5P{wWhj~406C8B@bhWB7I|C_J!v(*p
zTG;iul%aq;C-wCq?u$)V?9B!X8a(sH;ul&~dOZ~>Ka~*=fA%hORfVIBC1F~&0Ld}j
z{!m8YviZoAWKxu!^7=tt)-3PYn`p!rcS`h|*Uz#u-~iA@|M82|aFCs*4Uz`uLptVq
z#HJHI95JGB2rGX9$J)bdJhrIyJbG`tFjYS6`y*kza^G$Q=s~GO!iP~7cy*y?4*ft5
zgfZF!l<jOUNYzDBb4U1&WgKC7uN;L-r^hwzNS*AtKqWNFaq#|Wj2?2Eu=8#P&E@kP
zps}<2n(GI>b&S8$RJ#)a;^eY_X@Nb-xk>dJ7dS9k<4nDsqR@C9KrXblAZkwe7g6o=
z^PJUljnJPvZHXYtZ1fDzK$^`2b!=eslP@2qV`mMfV3!HEOcfhT2F5$G>fO(@i?M-*
z;qMRW{9>*f#24!@ds8z<w~><^JNS&)EMnPF`i0n~?#@SgcAsTRC`@~AA1TeSm${Vq
z?6ttow_=m_aL{=s{h`pV94O5KK<flGgTTpweo%__Y&vw^MoVBbJ$&~<zOUkUD2-Bj
z-TqAUPu~~iMoAFKf{J!_M}ZAYp>FxL5rAUf(<o=uVTkXufHu&Y>ioKB163!l@1}x&
zzl3##Mon4I!N!g#{$}M@XHY8l)%Y%D|ImDgq=SES-qxiTqew<ED9T!_4WlhC#}*LN
zA1eU$A7-0L7{dX4tNz9cTyuu&|G`27ti%D-*nFalbk}Bg4Ztn$GjL7RLME*8%|9<D
z{BvP3?v%!+NRHJHc3BZGO!EeJNS~@Zw6g+_4%WNAUN3ID^*#b@;P?|rxrSkd2yRml
z9)ku%2_w?n?o+ip4W1x7jC6(V3~T|pjllaUz!cTJI&7c{<0!}zd70>}^<KxEN@gfL
zXs8}EBqs~Nm1_yiDjmb#s}&;v8{yp8dbrP@PRwF6Q3Zk5sf*U>n4A#Hx2d2dP1%hu
zUBmj?aA6{L8K8>SV&QryFRPz7$Znsp3XLu;l+$h-XETWaVo8k@suXsymBlU?bK`fV
zwn&PKo5Evj0Ds)3T)vOm0tKI%sUwthVDnQ1LOa(`s3h<$Ut}5LLq4$(;F9+e0@lLQ
zrgOD~VwR1=WJIM6U&+b5#+5{#uSyBDTU}WK%%jee%s*}tZgBU`4`b^J(Ju}wQiPsp
zN@?Jpow?!J+CRJtrRtZ~93IgjDJnGfS%RoApK~GuJxW6Lkz!WN-+uy|qmy*~#Tu=S
z&kdxdF-U8t8;_FFRGYZV4-&XB6lS3_SF79=YGB_;H7hCeEo@hAu2P|v(0hluJmG}~
z*v@h@L1SU7y3Xw7k#PZg?jUtC4m!7y#EY-nloBwk6Q`gHuP3SwF{APgJ9qe(3B4a4
zw{XKCjut_~b~}gC-iSrPb_&@e2QH|70umkxo)Z<TP}g4*U-k^SJa&FWP1b5x{N9g<
zgS2E$Q#$}8asoeW52VF{{XFGfbdBXo)&Oyr$-#OIs)K6%2WKnoiV+~=2$rs7B*f=e
zjOAc_pB9;y_ZMF7Tz_)^$je%4#_J-}xK^<)z<{t4ov?2XciaOiZI?WRO{{0$k6NUL
zOf*nLV-)Zi)#~MA2<AmH!1ID>*l)VL7B=<;*@fIK7VDzB@zR1`0_8}Gj>xN@KN`!u
zL)j8!^>n3;67F2ZJ<TO%=s+tn8T(NPgt14XV<7Nwo*`_l9jvc@+<h34?XsVn<fWdH
zNAs#6<kHQi3HP=9Pn9&EMJimclmaB$+@>4I4gM#x{>v38SrYcKlXAOlAuVEN)RZv$
zIHfY=t$3LlB*AYOFNxVEQUhLSqwk4?22cFK)4J%(Z(ye$<(Iu<yVW&fl%{_+CcI3B
zd`W6Sk3W6NB|Hwu_Z8RM_)|rfZYZ=<s(-V$%>Mr7hrAsrAd!5K4JcMKP;Tq5dzlX0
z7Dyg~zUUj29L576ial`@4TF(LjyEtS?fjyZa4w~;h4zS$BjE$o7rlj6Qu#L@)<4LO
ziD8#<j|HK3I`X9aU-_l~sT6pNQu6kM9NW`DckYAYbKlv)M;u_z=Z;Nz;cfcsJzP^+
zI-2RA6B9rWC`2vq8UInQd^rP`dmvRyX9+N0PIA5O0dwIMxIF$ah#?MeVG1?_^8VW9
z{-1jtKBjmP)T|%yiUKZwJcWK^mg5r)%GY{~+C|UriVJj6v?9C?`jHjR;UyhmFdhBh
z7K6d4Jm8j!1q6U-DKn+k9>5=%_vc!BJ|CE_)yoKmBPY{1z$Np0*8i5h`->_38^*IZ
z1a=2=%6YycM{FKbifPYgFEajhUVr;Gzwv<2mt~5+`sPkPr9z&2`+mdU{^MV7>HUl{
zm#9VskOZEmh{eW!IQqBs%l~41gixkpJa9GrPKqE<6YYzBnNafg_`|=;zhFES#n#?5
zUjxh%1u(&vCA!}({suPt&)t4d6jI9?B=`VZ;T9MbzF#c%=Rr3p%#z1XpPW5577SjS
zO-2qM?;l60X@j+Hk_Fb}Jx0+J-Cgx#{qr0CFJ2dbS>Lo3{5^Q}pE<p`bCt4ckIEHv
z&RVcg<`?3g5&7p)>R|r=qiyyVcF-T*aaJ@~fWdGc1F-CxV1kN^BXobXC5syr3(UL6
zM|;HP4#fi1+Ap5_<0#&T;9s9aj(}pqO9gPLn?r*E<<CD%Oq0U0xi%Lea^$2Y#m7Fh
zUZ+$W{&y=Bq3AV-Xk|v8^p;};@2b}-7W3zK#YNc{S1u-Syt&g&VZI1Iy({;J<pWjB
zRmvy>#1p_b!BDt8)4?)-9uz=1dN^{U?s5G1K{3WxJ5R)a;{yJ@@9(6%0?V#g`9cZ2
zD;jY5GL`)sK<@tcrMRp{5q!=uq%r{?)IquJ;~S!X<x~Fsdt;`kD9h#Rbol>;r1RIK
z;qQh47AIJMpr8=oFaGML{`dFwSDH}@D|pzB-WR{~hkscNZ?M>wGacy`C;!89`n!kv
zuix=%foVCmjIbX*mP0AKms`Er{!KFbpK;#I6z?E+&Bq#?^X=euMLuo`_|vk#`3ot`
z;sKZybMZ62-v!(M+5BqWz;fwRib1!nCgm06U?Rl-{EDT(Lk*}Hd;qjOUS%+<FLC7b
zf1dw0R~D}+Pu1|A@A45EigRdw%18Cz1j)a%<7<?&@0Qpu5FKBoNJYzdJdyj)Tlvk^
zOGWTd@j0}&fRZ;CWosQd|NrB^{@rrg+y$d5)H);20nRVDYw>CXVEg{>#&qZiJw<^1
zCYu!S2vL-n<-BzJpPf%Rg*KQ!cyj;lA@3JpF)v<tA@j#&{~-rH-|{NG^38J=mnmzR
zb&C&(#sA?EKRf`l;&fjJ4Wxq<(j4<@+Pgo^>Eu8PFpJyTd?u$3A3IGsaQ*?Z{9!Hb
zj8p7(W8gN|!xVMOqejN3vHt1t-rTtdrgHvBi4;)UtpRt<S5fi#^B^0_LnZ9oD*&?h
zC@^Z@M*IIlwVgsC9n*By&_2dYp#=qG$(;tpn?Kx*6P)N=)g1ER>>UCPb?MIa3N*hl
z@&6oHSvufWFDqVtyL9B_0$3I<x-&t4-uM+1v(U?R=m@$)q?i@i`O&Gr+Z6xxJ8w;}
z)(ZX~eZgtL50<6x{Rk(ZqyAx510`V9%Jrodz+C2z%^iigkix2LbU+I9hk=)Wd^v)h
zCU!*GCUg&5%shD_0(7f6Ddw0h$_I{-Kba%NfggLl4v6P}iB<kEYJlQj%e8nGP6BhJ
zEX+t?`5%UW#Ymu-W4GpQs)s2?6myKtNxKY20W-Cz9D2s&Pt%|syOk{VzkJYN*u$Et
z;JH^vBW_V<c*h^?S<RDew!a^Hk#h5sXLEsTS^_uEuD-@`{~!O|0)FD-{_6gF_xrme
zFG~$P!s*$O-&>#e70Ow1_{D8dU!!Q)-`3(X0ZRrl8cKxL;-~#PWC2Xclrp8IRzrZL
z{)avdc04_0r*W{>{yv^jqnt2T?&QgVyoPdGFXg1&ytUoihOF|*1066K_XBUUq^d=J
zHaWbCGRYaCS(_}pjZvLZvhFwH_`SWn1O8Uw@wda^;iD+7*L1Vu!$kd_jER?rJw$6@
zMWZ!-(rdfELe07ZSAJ**na4L!3$t28eu**J2(JJAUi&{26OFe0n)&beZjL}UwBilp
zRdH-8<d<$+I>*}LX*KfVdsACjkJsI^mljcbvpiMz_%^$dWZlecKzEhH9sqo_o+xZq
zo@7@TmuCr}cH4K;@^)p9@%hEyhnVzEzyw~kZBvhr&gUEEi^NB#C3)d@tM_*-c^~$*
zA$QyM+jaui3Xc)YeaQk!2m5WybV!u4`7<oplcoRsFK88chUAM61D)X(4d(}^C$wPs
zqE>mmQ$)Q1M9EL)Ri6A|JwdCQiUL})AU=vHwi0iZH!Dh9%`Kd8_xx_vhriumn7QWE
zkAfwHewxR<BIc3=*EP62g*fC1mWV`zKB9_**-!QGkVOz(PYu?PwX3RDJP3lQ(NH|(
z7r6;<V1TS5=NIA;T5dKA2#_0md~e(RVhHPtAA0q2pe&1Qa$Aqui=@QusXqMbXez=2
zzPLn;aZslF72i<RFXnt&zqjP3YY5HJ=?wnOjT1?ejNT;bJCLf+LJkC|A)zKi=y<{r
zld=Z21EB4eM_N8oSx<g(r#yvt+cHk|YW}wKddB?NOyZ+`1=LE=sp@%E{5)a)pm`^z
z2O^6|V1MIC?!8!*xJ?Sf3;lvtlfM)9wDQUL`+L6mGPez!HlTg$oX90Bc_+2^<jO4A
zGI=Asy0D?kRuWCvmCTra*0zf#-Xh{9u$R)%Aw(JPuDVRvGV#{NW+o93ZYAe?7!mco
z{KJp}RD%p|jRy&ZlgzvVGF-`@zA!55*$r)fK(5h&KSPzt>=s`E3TEcW<H<%2`w}Br
zP^a7NE+}19_%xy7gU~8eN3b#j>2)p#7AlWmT6KcdzZ<M0hbxNp9;k(Rojlmnb!|(c
zi@i_&F)`msXEPJTZBw}MO2Ee4e49<BWu>tCSH-U?5@L0$Wl`DkVZ)`jQ*YAZyc#fT
z$RlafgqAZTWwQ9=T4Fybo>ZKVh1oo2PbBY-bph)VLLz?Y&J<SH$l><OfJu=YiBD_$
zzEUg=C_Q_T2VXI8k;y1)^tDyD^!;hKYI4Ki4s2}$@e7&KjdorhAgDbeOYf{j3PaIh
zliP-eS(F=vb$=n;HY(rY_nff~kDxCFgn>DcCf-%he1{f5yNA0o&}XYjtGbPpyA0Nn
zf2hg3U*F8nA9CE&oFI$r0F~S3D)Kx@3cs(5UDh_9B(JgO8v;?3Ck5FEg7GIeTrW>|
z(?fLJK9(_VXP6u?>Ygjur7}I$2&681x+Sd&lOpD5#HNg*5mkLMhe-V&>p_250kSlN
zLHb}sW2q&^tk&7%6<$Hy@6oGy#lB(Ea7fi;p6*WZ{!nFwsK>^>u<%A)+)|VlOiT!c
zsTqA05z<XNZfCVSzK7^y(1Q!dCniAfGpS2}vV1xwcS4J%wjD?hmo;R}2eA09iKH5{
zI@<RHn<`9qxj7}fJzu~2>xRePPcuoEi632XlBuxO(ArWyD1r{@<<eG&p{DH6bq!<H
zPoPLLBg}p9u@^ii4nG9<xLP!}KIX=VO+v%R39iGC_;X^xqCl$Z*0^<Py2Q^)6sERn
zSkJb$t&U8(MPXLQU8RNc0{TeZ?twmb2G=%$K@zHhMu{jyB$zyBH#su9Cq6Sd*@!_%
z=VkN=)Va5|WocRje2quaO0kw$X^3-I^2<*o&*XuCHq}^@rBO+8piN*6-?-VDV7H2t
zjh$C@PqLZs&M-EiwV?s~{e|$>Y+JXFKRUj0Sx989urgT&Atok89u74_!d{87N#-%t
z!txWLEvtxpS}RXBi_fr0(T6;$vA8NX=UrB<0zpx<3GK=b>KFHrC!J|b4x5l(#l(c{
zfh?X2N$RzHY**WDmf-A&m%j1q9H1{qixsjoP*G2{i<8ABo_oebPrG&siV2^9lp$gp
zcDLx#w+Ca;65R0(utMoIRl2HSZF82G3^FLgw%D!3;OBD%E#9VOuzXy?;CI{wc|6lo
z74WyGyF_CAw-b)l36aX66bscyB*>x&%Y`Ue%zpE-&>kdxn(RPsA@b}^hwP*2$aa}e
z42dXISw7_YqfWvC*(PJ}m+(+QAIiv?_yct{fh04!O;tZ+RZYtOjFv4kjEJ^O!n>Mx
zIg)i$4wRc8&Z^>_ctVMgWthf|2<a-4$O%?Q;vzP%XZoOlym_C^ruJdK)45-WDsr#=
zrwMZT1|Et)YvmS#?-<Y)-V5^_(SNlyXg0PDF#EA()xh`&)m3AXQ=6S>9>jeoWa(?f
z_g9_lUKWunTTp1HHhS8E#U^(pJ&rEn`!rDq)lvT}zQIMdYR|!}Ytp#e&72Hnfp4Lg
zM&?yJ#Ve-P$+`7i66Q(P4di;XNnR~{(|KtDl^j!?_ah-SY}KZK#YO#-a)+Uq>6nw*
zo(!!$UPhYa;<UE0H-_?X40T#KcOs$m`_E+`rV=ggt^VRNvSlXB!VI-*w)?5u?}VLj
z<=6}Z6<wn9fx^<dFy7SKNfSw03P|`R63BL-=hPYED?GFka^$1e*al(}b2Bv{&X;yV
z$UK2_pG-iKMPdv^ClVcYxg^?lsB7S4sinT4o*R>UxNO*hq17i+)JH}`c#FPEi}QE!
ztG+PQ{-ifPp<h+17rrMY)sin7Hu9!CNQljhJ!$*Z`oRSfK^_}(fo#%HJ~<?@W;ILT
zdq$RDJHW=Ic2|;}Joc!P$+uL!jpWJGu<m))$HGaXlOq!ntGfLg=Fke$0qB#2hLgcV
zTN38U)+DHh`Qgj*AN^+;Up)A6R!cuDrIDkGjaFh}(udvs%iRx0eeTcL(=^h`EZ9?@
z^^yAOd;I)d$;VvuU|n4DXk2%wwWzmNyNYW}eGaNNceT)+xC&X`rZxI<L%skU@1Lj1
z33hcNGI5u9jxPOtaCO-tL`?rJu}>KD(S-Az)5JaHQgm}yc5}Z+HV=w$_4>n*m$D95
z0_yTe=^d2^EZ#hj@y^Lb^M<-t1mZq+uV)-$hp;?VPku)oGDSYXT~+z8kK+$@Vv=GI
zChctT<XbNA1TT9Mh;2)d2^*)@X*IP^Y%Ot^cUuqeW1^$eXTz2`+0`xH={>xugIp7U
zc=QO6O}ws8Z|#Ba^ni}hT0!zAH+OliUEm&9vd8QW<B>Sl*W}uiFlaz%{HOWC0ybuM
ze4wba{S?WZ-^mS+EcSwo*F$0WLZMdp_WXMx`WhyIno=Bb!?jsNK2qwLz7bQLq;pLj
zVO8%XmEW5P56E?L%|fC;=Q#)*mz`HXMH^4sa)Dvli7lGd-F8q(E|^s?kgcS0!bPdV
z=bi-Sqbc<sexo#@Zhz=<<IB@}kzKLsTs^Yn_k_LCnDR&RY{e*jME66TMR_CNhfYq$
zUPR@hE8gR_<H>#Q+0Wc<p`F+JZ}TD(tz+mVxancEvPCfy&OJZ}!LQk5B_-{K?K&Fs
z#WySy-Ax~p#Gjeus2M%sxWyuAowi;-?QrWSF-!y|@M2rrm4@i}GhJ&coT=aZQR;KS
zWBRN2w$djs&|O?<iG1PJ@^xP5bGCH+D*qah2YmwK4m1P3+;EM0C6UmjKs?loa7^OY
zSEqhOAzn)(rV~nvs>l5~J%p--v<w`Q%WTFa*GLF9foN8Hd-OI@YV(bZY5CJ<XVB;}
z`yN9D{?erVz4?VcS#z`W#m^1XNcbMY|9QIkSQ(SfMvnpyJ3|K|TEvF=@r5Uwo6R%$
z(PhJrY%a2Ak<UXccvf7STl#Va&nrHehOfztTA@=Hm!E$;sgIwu&(^i^`Eu`<8&LEj
zvMG0}HtZp*&b$%7UixY{1?TJ-4Oe>XCEnq8)r(s&f?C(4{B(bcf_aEBR2$xCI@hM)
z(0MgG<uecjl(-ty`C=hLXlrBbZo%zN`?8vxL`^n*ua1lEUz)e*g1ioja9DG+q&*I=
zh2Q;$4cC*mNW*QA?N4!qT^5X<1p2nI0P0vAuD=cWxMRGu=yC{@51S}K(-cU>6olNh
z9{(ySpJ<?mvrZ<Sm4m(Wp}wRoJr|F8U(Vu}P|k??(jxM$AQ{!}v>%F+(UKM-5n5zN
zr=fO;I^qtg4L=Q?!WrZCgq`aKs|{FV+{jv<@Si{}88JmRJ%EnAJ#Z<&J^3VM|J^O7
zlPkucuzJ!HKiJe%Em0w}>eOCdlXTWgNOl-jG4aBfdT9P`V3NSz1pd)TgGI=5wgp2S
z$9FBIO%SgI%awBU%~jWFgW+~ByxbZ$L$>~Yg}tg5BMi5flH%kiVpUOO*0U>=ndtRN
z*ROFtNemge<DQpowC}~vy6Ly>^ks{Adum*Dc`}?2R^vzre=oFv{hC_Y`CZB;;=AJy
zJfw40KIu9VevoeKd7o{pyptCi88qEZZV<EKIuUe9`*^Wn?iVzH8sD*Dq{Odpz}pb1
zM=JG6kMHy;zcO*3Xjf1{uYpu5P}1{VL7-_$Txs;44z>}|kmPDljULtxzD&R6O6RpK
zdn%HazH_O*2XR9eb>iN>Q{|ZA5ISQ`DEhvS>E-cg>qjFM@9}{^V>VYvmNUVo#yfdj
z)e{A6$0HawdPp7?y|G;^Y^%Uuu5Hj|O_P0|@{J+IjTjkq<9?(PCHDwfYM=ni*x}H|
z$~o^d_d~rci7QNY_i+dFV^rkrSZ$|-b>D#^uJaKx6J$?1>AP3Yz~|dj4h<Rb(6Zcq
zzjQX@LReZe$22$l{g36=(GZ7|J>u7oy!$q~n)R~dMp6+c#3`ER7QY~bsd}ff(8a*(
z!I!PDAbS#FAHTezYC4XvLs0Bbj5gSsus9!Pal54rCQCX3s6|8FxPF}W%?%-&h{+3~
zX@Xtkx%!~3R7df>TiI&Q75O-LcI30EH1NDnBE+^fNb))#k-AKqrGg=wSM8J;zuVLr
zVDB?5N5&A0B|bmx`|!x@M76>`1GFP-Trb{7Sx$B_DQ+p<FM$xi=l0C2vu9C?^v{Q)
zv#G8`b@{rJ=ZSWnAy7HOS$ddc`9nSlVN%J~`!K{M1RfW5GbjupJalfOKC5sG%9<uh
zXu}0!!jF;P&(oELgGTfAz3Dlge)G&v$99(Wx6<#8psPCXzNGihe`!nJi_&3GKl@R$
zt7?9z!SUPO`V!9R3l)tLKYv6Fpi!z*7X)mrlj*%yr-dSO3#y++i5l)tA8HI&=!@c?
zX7~kk3M}1L{15k4Yv4_G!^=)$Mw%--Y-_=(np~Gf*AmFtV4mobr|;6P(|%<|;yoQt
zlDl{E^0kG?AS7Sto9Un)sJ0D%`tbB?Ez$8?*X|Gc&nZ<es@kURG{0@^Yw%1EAQZuG
zIm~hHSoMCc-qiXAj8d#6s=z?9y>piMZ8G$yFC8>ua!>M}Aa~OF3jB)4zMD=<<uam2
z#wD`Wwl+tXXy~?MGx{O{Wf`yEA}THD=~)k~G3<6$Yh%sXP}-9*aHs`x1k)*bMUtn2
z@xZxDTVmI*bP=j5ow?EFOE<ykd)zZ}Dqv$Qm&Dfw@hHl;3d0+h6sxBO+;ZZ^e-`2-
zLg4pyrFgG3Y$h8?oR+VP<&Ngp@=CpNQxVq{cP3;0d2c~PL`GUOO1;!JzL2P?Y?PaN
z<1W+c1*;??mwozTTg?NF(e{H{c-u4*g?o1IjU~*UM0#35#P0I!-mNBvRidUy?)bG0
zp_8wH6%>X+S6vD8dRJJ;4}Z0da6!mduU}a3yKOt6-4^=vDQ}?2fGZQC7P-(^&4+gg
zX%6Gyk=O9yP@TIedijPJosyFKcVmJahoPnmhm|s9Vf-_#1E1;>SxaLkWv_)|`>|m7
zlU9#=@Qyi5ew)j`LW?o0e{Kv$)8Tz*!cFT}QK42fWw1wWH)Kg$TgWiPEH5H>3o6|*
z21!u5`8_<0%v-ANWx7)-F=kDAD9!3N6zJ3vb2^2D?J-U>SS}ag$xBc4G}GT!HY1MP
z&6^DV();Pc;Yo6<NpyO)>mqkQAoPP^<)|LxQjgR!=l=43W=4eZO|yvPTC0(49tf8f
zX>H=wC7!4ccGP?IyAuk>{ix9Tfi02jETpIPSiWDJ^TUC2_Z^K;YWvA2^`_Qq+KhAu
z(j3*fHphjutDZ}x-@_5lSG=<v=hJP^E}K*0>If@mjC2L$_9{+m%hGaN^HlbSq=7af
zbYWA&xije=PJ=3W77+Y$xl+rA-*;TXh2cHx@~XeP9C#VLCRt*_oZRP=7Q-*W9DA7@
zhnRXle|(rzxOc*buvTbXItJ;89+wDVlQJZgEJcrz^j|ev8cCH;N!~SQ3sXMUu(Nx4
zl$<j4o~pwY2H(n0hMX1nrq6g0#$fR3<EyE-Q}J0vFCv17%^uGgU`2VyhQ6j>c=*Zx
zs^hz!k2j7hiBo4vKjWS|YisnZQa?yYIP){^Jhzy}gT}tLwT@09O+*ajUHm+Rr;@l|
z`i|JqKqiq!k2$yig9@vJzN)0yR%dJn9)d>v<mZ<m?UIJ^uz7g9`KO9`I&p*R<h1(F
z(=X<<A*1%nQ@uhJ%Z)r~^KJoRa{PR)=ibS~3j}H83sUEt6RpdoH@?ZUzy)4J>_+;A
z@d|{+dPR49Rc+qBmP)us63}eY*f|<}G1D1%Vkm+{a>L&r{|U}h?;R<ZZHg<Vav<Eq
z1ZJhxJznOPY`|=Vg^}R|d>e#}<?wM3nRoaoWr`Jgttm_LMR-bTf!6y2>-0X$73bSL
z0-pqGtt;!QOALD7eoV#MI^Xx{|Nir;XJNy`XXMTfOcMefQ(-gzOgfCXtTQ@qC;u`z
z4C<J$UV^RA+1I+)AUFYW8aV9OzY}A!*wX?!xdn6ctD_DQTHe0=_=J7u6Yhg1yuI=%
z-9!9#Y2mR>{wkUwnBI`C(`^|fBaY)_OD0ez7ey1H>)-kpLTitoWbpk}jb#?p!kEuU
z`I<H>yFM)pWdF(IvB4DeVKeK&KFrf5#k#?{^>ptwejy<iyMe3Pq?MG@H~0&Rf^C~k
zqaTEucFGin;h~kwVwJ(|Yn)!g+x2(ck!Pb)!yUv6S4iE;Ug^_FaSleF6A0Yw@+*Al
z+V?W3LHW-QIccT4Ct7N#ze_!AXN-t^%s!@NrR`O{IK9_?iidbLDbjp)N~$pG_K@~d
z;$>UWyKhfkwR`1Pb(qd*i|g91(U$2(Iq5un-o&)TDR?DTyem3vF(y`PKr|%7bN&VQ
zzQ!|deXI_ggVp+50xFgvJ-*BBR^pW&6;GPCT{@oxxREv9svP@Yd$h<Vr0dg>@vI0B
zhVY)if4*<y4HP)b$gjz3^I;2V@54}VLi?qX1Kf1mbjuc<M(a0bM8IJS4${-N<gO61
zDJCo^(Z0clz|V!W;s0=gY?8n+A1S~fb|xb4(jz1F76zJGL^O|sIp*9$@p$XduZv8d
zysU*S6(#-7K_4l!v_}e=Fwe>JU;jF6F2Fllv~zY?VZZgJ!u@K?%6G=5Jv`8Z#SS|E
zGogEllB2{&9XxiWS&I727rX4sqwJ)iwIrt)$Qm6fPDos5#{S<nt5Lf<Jw9DUpS=fd
z-)i$2Cx;R~I>bK8bZI=|A=nBf5%5@;C!u~umW*{IbjG6eNgv5XekA!zPYBEmi>#6n
zbj&A|F~;pe9YyCI{ko}_L27hIqT1dtVI8AGxI7urc%}V1Ul6CNw0rG(UB77jB$K(p
zm6*Ma%=gSavd)ENmZh4}v5Mc2!_<2^^jTjX+FXR4eisMqu$H^!og!bu#T?^4)DNsH
znizIE8m9KWeYq&ZvF}~riS$nvle{oi0*C-?>D$6#p+DkMaD8rZ?Ebd$w-LX{P#+9+
z=sSU=iPBSLH+scg*2PD~wPO!<YmJys@Pqb2`h4x17VoxFulPo_TzqiS1NSkrj{$bP
zVaw0f`Jz-qmdOPkjumTc=WyZ5H{Qjc>+=s_nlEqeha|X`^16SWqc%!24?ml)+0m9~
zY4A;6rQx404~ihy5w}1>2@W7n!tA^d1R<vs%*5q~X(P*$l2N!5dq=&#l_nzyofTBp
zK|$vgmq;wGoYqT^E5uK~zs_gg!DUTvB7N4MTEpk2EHkz{?P>vE&e=e#j;|kgFC|~9
zwp)n13C}nXjte<6#{r4y3OaBI35uw5&)IiS)+t$(*U`b;Kd&*sQQnfN|F3-aU+Dp?
z^#pbeXS@*Rz&e~Rqo*#Ht_>mMa6PT1tTuTY^V7%3&$}SU59}`hnmKYFF*V+|C?86{
zueM&9&z2I3(_@kI{1~wSYfab;lpiXmxWLPanu+3=O`=J6B-h7#I<BifR7f?(Wy#^e
zfSGMqGJpL<prDRyxUh=Uv+K1B0{dHSFq2Zjy@7{65y`GOiLSQ#MJgG&esC@LI|dKM
zdW2JR82+}<MVO)>N=9`WE~P1ZfOFbk&E<HR^cF~A61sd$vB@kQ29+>D14-9M_{HR^
zIi<;K4cg|GNo`r`&_^+*!~NqQ>c|XXht}ZY=z&l5>qSI{u`N!it5<c1w$)mpQd_K_
zbDHNmlV+0(F9=j>pP<jk5K(=KIT`WB!ejmecIFL_Z%a%TukdCF&(kfg`*TdJ*cM$v
zxEK=NbjzVh%hc#j$kSuTPbln%#5+HY+ZFaWcoYRGoR4w(dLpytgQ@{`aC*`A&3w<5
zu>bK39?v6UqpZmF|4h+}QWAtob2eB?S}04}+!`j_BKh^GGmNF5sicn9^|?pQ?w6wG
zBdqe)@k~dvIJf$#%${Xw$<izDt|*-eo9N|^oR7U4dSQ++P?QPimI*B=oU(3;Dteoc
zuBt%oZz3Qc|Jd_Iee3`aabh8Yfqe}#KlfoCl5CD35kL&qHa<PzgWQ8ok+1X4hn+LZ
zz1lHWtgK(OyA>9~r1R=qqOi+i{VpX2V*I*=+G0zFkzOzFH#_*XwU`6Z1S~;A%VSB<
zru-mt2*25;LvmM_hk~5)@bluTAI0O6@%{gT7uu^09Y=Q@DVZjwQ&3O{b>q%)1TK3$
zzT^lNWe)j}UonxUI~DZ-D%KLBXgByI|GcStr14gIIF8MIbJ{OI#c^^VyWeCHWo>Am
z%U_BsnU<|>_jHBDB<Po{#*_}Kb9KO!pLZBH`6*zA#(mSsZ+MOc-KZk%O<ndN+r(%F
zuLd5d!AH%>^9zlE$&vSPT0*9+%bCd5NBHZ#@0CC8iMf%l<J$NfNl=yVCTG8|9uPkX
zKUZVo8J_!!be2t(BVM`)``i-KDI}w%BC)cm$#e14v8~w0WeW0=mkMldm<?<G-0((s
z9zKCg>shg_wdDa{034T$MxlQ>4n{4vKgo~Ii`E)g2#E;!Hb+7u?CnY-T&LhqD!(Om
zHb3~67QmDJPsp@f5jQihu>ysl`9}ub%-z<H^)m^d>HW21xCNt!aJ$0Bm>-(D3CBzw
zX)cUqA82XIwxq9D@0h<yXdL=SVl~);N28II;LGnQd6kf2W879u7!(dtK2_oT^?9^n
zC~9<7JVt3~g47yD@7QloLpE-TG=BOt%8_p#v1!0+qjTB*z=&$-`3#D;dgkqYa-qYK
z(y!2^7EbF(rLj@IT%^e<hMQrJNp<{Y)f&RI&{hRyxvw{xGvfwAf~1)m-ou&$4kJ@G
z*-xjM-p&4Gw*RqzSODs!%r-ybSK8@H&@tIu4s(q#Z~O~V;U-3Uo_lp{`uoOb|LX`c
zu+2TYsd_|9D0${~`X=&QU@-YX^f9ry$sTrusos8oQ)3TrW($vylb-|Iyx$`}Mr^Rr
zl2&^ve}m?s?wp*sl3ugg?DXg<9#(D;U8F4N!#q4wwkL98G7u(T1TnMn$j+7+LmoYw
z;$rFDZ#E^5IvEBr1%8AY!>Yn(KdWEE4@R|aZ6-DL)j0EyTKGEW*q|d5q?K-_k-JNV
z*`=1`_+A^FBB=Z%(p7(&HYjOyw`%VMm;kkyO*|L6v#=rR>9gs3M2yYtR|j#7ol#no
zc`MVj<IM{-nMgNvm$8krJ6=ogY6o8gwq!rp7c9Kj1}Z7{E2g|)Gz|wGSm(~vdk$;&
zw^}NW>bWM}Uf9uM&kleNMXK=vMa%HK63l6%Tx3?Pk@E;h{o45p8wCBQrqkwzLxv3m
z+Sol)xCV_48lY==_3k-N?XQjvy}RLkaz(WQs^yQrK>zS_z|Ew$&ey-1e&lo!hu>x7
zVW?)ucG@{w7j0v{M)c&)ffjvz9=p2z<ivx$pt4Y{JsFsaxTvh}HRvnt(kFVS&oy$R
zj~}Dr)PTF;ciMdCl=fKn<AkPS^HQ`PcsW8GD#q`fG6$<au!pi4ABu;XwsD{wu<1J!
zUS^Nk8Kg#L?iwywikl82eqoFW!7luc*{~;GzDIV<Pq+RX8c^kwp8~3oH+Dfx^+Oc%
z_~I(Lp1jDkwI!cH+@=^bh(l5~=>*;|Fq50))n9u<Z=b2_czsdvwy>F|e|{)4-}Ite
zCgS-xBe#mOLV)ODdB|M?w=y%oSbqa2F4fuxKHs`vzU6G^hBNynRaW55Bb1i-eM+z|
z<)rVKua}4Qt%IJt7vne-s$7#Lej$qPol>0%`JuRJvyhfo^QMtpxLyq<r~RvgU*6kl
zE9!kJNot%^a<pEZN1j3K{p08?+d?edEVo0<!wt=Bt~Zdo$nr{R3z;1PjaP3ph=`TZ
zU9^_HkwE@hZQS>Cta?t#|E$bGRp~;s9y)@81vJx5<ptHZ=bfl07uVsZ0$0lk7^Th%
zJ-g^LDoE7?Sp)YC&oXKHi)`N|=U=<s7HFk|?;WjPeUDvOn37MMUrdhVM}<@Gg~^ce
z)_d0;3C`Vrc<s}Nlj$*o!();LEf>O|ng#W%$dxrX&mwQb2Us=Ez{?aWF~45bLUUTl
zW4+@3vzvwWBo~R50qOxE<XmUD*aQbpl4C;v>R_(9WHe*VJRLRDl)HfREO>?rJAt~K
zOEz81+jQ(8g9LGL9YIjyd0+I?;UHT+x9RSaLkzH8nVHu+_ll{hKHe*sz{7Z_;|X@_
zu9d9Qc>R!YbR2%qX0KDdEjfEuOn+QHRB9<DZ@o%vBK02H4nvY9{oE+&R2er(FI?Me
zlRU<~QzoXMkg4$oz+VIj40`+p9;-(7DtR_yOS55hQBV606QPmk?oG6DNG<4k`8M=Y
z;(cN3+*dX?eaBH6$0=xP`R9ZJ)B{>66FVj;m&9w$gypT}G@FF<1#geS7-i9=(KCxF
z)YP8mEsd8iN@cYn;VQeQZ7vm%J;f+kQ0DBJLpM>O^b8B(@{y2ECLVE?Z#+mZ4y&CJ
z!+xw&lSAOi=+`1L?<L>TLY4KdcPfm1!ug~Ml$!Y$lA2=toP1bU!(cXx8gdW1)VV&1
z-|Wx|sm4%)py6L283iKwM_NG#LF@yhc$!+0{3ZVMkXQ(UehKPO`*~uEPXC;F&=vh=
ztD_SA?P{9}cq+(iE-!m+T#T*9#Veb|RBmS(<)sTk0v#VHWPr{g_cJ1)k2q-Ix6`ee
zFw5~3aYCBPhXV*RX?2AIVefP>bF7R}noU~YztIhIN8nsk4lb*7($f9#c@l6)KN6yH
z|3&EwUA_Hp_WSlqf7t^EtY}0Xx!l~yFccbqfLx4iu1eFBU)sFdlMsVZ&VZ6hgz?gu
z9+(&DoMHb(@|)m`J&4zBGxsG)DxSg5V|k{b1e|XzA1dhasUwlms&FM?{>^j(Aqc0g
z5Kv}crzio^;<Mp&(1YOZF`nzYwl(bsj$I$|oh6+v5$zF~-->2a7eHk$5(I{i)9ZIJ
zS4&n}*XSeR{oQ-t92zl4sJo$LOl~X7rHV5;sJ3{j{(tTZfug;U%|hLwZV%fmMWC@|
z(B-_*r!IQtnf~c&DYVxkTA8_lycu)@TzF>mcBhb=dI3Q3aP@=^y^_TW537&Qbllt|
zb{0}i@^3%ufA?8zikVXj=9C){a!EoL!`JX!$GBf`_lNknb$vFg^H)+|z7<d0xx7>L
zqys6-^!R#@4S~u@NB=U5UTGaqzDhzM#JOg|YuPt`xxJn)rn^bFuIrY8=>&S7YK?_X
zh7hUyfTIc9Ga(dN{DFUu#Mn{EjfhO&okD91@{ju^Irg2)VHNQrJa~$`w7D6vQgj%A
zd{zM-5wCh=_uj7;VZB$Q;E2(=pXF~*e16uIHmcRcX#Vv3ffelw^pmT+jHo1XP5JXJ
zKiZ_wH_KP{h(-xK6&_7C=f|Q`o3Xw=lRz7`oLGHR`)bMVa(a=!ZcmCfeJx77SDxrP
zMO0Hp%#b{CKI?QwI%fmeQ%rgs(O-o6Rg^wqztPf{ts#{(LEX}OHNqFJBhPe#hV(#m
z?3Gr?v{NaKNhVvRVhobDQfYa&q&HyAtUWA=lWmu^n#VfZd7&3EyuFLvF)vgYR<m1$
z@Z9j-Uo)E&&<+#Mq}AHzp#JJtcxpb4&#lk0Rp{hZoo7yVH{&xDI^>VfK7K#<!kv5K
z3W*ycvA>GOTrHviGy=LffQkRl&SGH*(U?C4LHPNvia*}m(z+y!#|g(jGRvEpM^hyr
zc=w->=%dub=b=+>dHEtQzv3ZPiI}#mv*&s8idQetKaZ5R<UbensOZ<dTFVP5U*#EC
zgKa*<GI9xEOibn(f!q%73Cw;<<7*cAWHD}7bM_Kr|1p17?5WwW8l*tX<C7dhP4if0
zm1YUY)WmNWsxz(^lWy8Z!<D0+m^thRxU42i0JuDT>e0V*$t74lIjOJ}a@FhYdm)3d
zwlEz}!i8lxlg0tArwv6thl3V)KD15m;+7%h6xh?!_^>=AMHCNx!$RCt7v9)kD=5XO
zRuz?(;T$gQe}Fw^DV!@$(pvoqa`k)R8)n}n_in9t><HdodJT#dIaI#!S3I}3mP?ju
z#?w>RnJPBi#I;qj+oOO}c`p=+B_MXAsD&E1?LJ~{=p%x0NS<T>S$Akx8sSqik#%~}
z`Y*Oj%JQ&|^stVWu%@D@@1WF#e0sh1%L}?^@DUXr<Q(-D$+<<@aY-UZH~gi1-p3;1
z8O5X31rr$5g}ie~ulw9;476;g+N~}sUY919y?ig$E}j_UM0UdFZ0r!}2t3xsPA@`w
zA?_*2^>TB~j*gJmMo6m#P!C#i&n#5Ws@|%RE!laNkU?Be>qGarG3xU%8aU>gBApkA
z5}3Edrb8oTqUM1zedg`e%P`sD-4mS(+G;oRyKngOOnZqvriEf&&9doU=Uv+h{&eZ0
zR7%z*CxfC#+k2(gha5Kv$!@I<>Rz#LO|G1ihs!ONHZ$sYUawX;@Dm)v01>)|N1@Vi
zSO`R_`$qO9ZqjGB)ltksztAzRCgVPZVLewGH_TS8$^S>!dxkajZEN2ODpio)rS~RH
zia?YWdhZ<p0jZ%$2}A`%qyz|Eigb}CMT#Q5S4HV4B>_Z4NKi;1gm<C;efHV!v(Kk|
zf-6~T&N;@o$34fdL6b?xNbIikTU^OlB{HCd(a98pR8xDstTx0xY#PYMKkB6`hC?C2
zN=oi2l+L)tRN0%atq?P-{=cccKG?oFeusa#yMsMB*!r9LYYi~*MtnW%AGoszLtYb5
z1cdDPb4h9&xrZx&eY1)fgsI64q6DZCbKCJlEth%NB`#OqZTvLplA1&l94M=dj|J}l
zcfrPWZTzdq(F?Pl6@DI<&L;HJdk2V|D8jYkvV~$==p#n6bgh$nG&gdetmWZZ%iEo^
z9_v0kk_wd@D~bh&L)18b`XJhsO4-~XNl~m!XqJ?yD4$O+ndTo_EWZ`T=vK#n3F_<l
z6Y4f>gE2?&%W{9!2|<a9h%>glm<VQ=Gx~D;x?a@q(bh^4tSzSN>|zYh3M|ar03ZKA
zbOiKJu@A;Gm#EBt492DL(qt3$c<5KfwdF4jQKX&q!#8B`f_)d&e~E>c$)~U!NS@9y
zIOz`6+3MD)D-%!$f#BEq==CxGdvToM*y#JX)%u>}JHE><;6i~1%W}6%3GY_AP*3{~
z3%nZxQLf@d)iguwArD_q=+vDYKj&_ozOOQK^7B?*8u1Z)Rwod-@EeP!Lp8isA%Aw=
zr|I#`wV>AJU>j@f*C~l=4j3Uk$?v`T=}g3^4tTWKWhpbyz8&awI#5NI72R-2UuLVZ
zcwIXQBo7JMwpu+A<i7`aC<$@&PV<}Jt11bV+lVRZELg<u8w5MlS@KJ-mdxaVnIEo!
z^zrmZz)UJ)U7@2?^CDoXK^3T4s@;sg9t8e`eWmo?P6(kDyP|TkJm%%C!>96VwQJ<!
z$u74wmoUosdc^nKvk?bw6<ys;V}-@=%G!<8m<Wp|dRK@Dj_{!yn1^n1{dB4c^WB@c
z`aMW~CCtl{`cN-K1TA`3=~B%*W%Or?K#wqgM{>re=|A_?k3JrH#P7C#nC#O}{kWDN
z^tCItHXrCbJhfv_<Af+oUrc5>sP-ed*QR{X|K-j_Pr3qZ6IBYC>Jt}zZ9@RhrK~4;
z$y<>)raaeZ11O{Pn6`lStEHHZ2gmhCEkanNQP<1$&kje*VxslU`T6uMGfI5RAOQ&z
zS(nt9{CkOF*^>xF6<wzptl-*J4hi&d5#1=`PH#UiqJVP#V5~BzLM&Gntz@N2*QMXM
zSq&n-lD+ruO>^&<_B@06{qL=UfX!cWMZs7S`A1<yoNmf=FEjmS)R&=nL5!@xowYQX
zO!boeN3;~9q81i18S!!b+{z-O0aOk$IH3fM>!WU7`M3G0mXoMeSmmikMFT!_#f+Gb
zf^7$v@oB0^<3_JCh%~2^hWqE2Nwi{psW%I_Ht#t2u4gq`=cdN#%X}(GV?uMWjnbmY
z+^Hal(XJ#CZKJPpV{lH#hk7BnJ6>1#dEcbE{tm$@!~fNGK<-MOJ~|h4fS#`Fyyqa~
zYPolO+rx>lkrO9Q*oV!qGds{}y>F#06#?bq%@l`)V}$5&W{gS+LnoY{7EZTxhJS$u
zi;@l?6GeWdY}0)~<2I_XL6e*z(y&CU(T~9Hxl_yNrIm7g2WYlb?w9NG0??W_!9PED
zGFFK&m3MAfl?YgOdc8Ln-JWl7;BOQafd}rpMpo}Vp`4S9vvdg2{6chPtvYl?jo~4=
za3>#y0<_=rTnQ`-KZq+2+M<%PeWz2=bO2NjK=TZB!Wm85LRNC;{wIO2F>%jtzWE^<
zp|P-eFx4e2GDS>1FXNN@sn|Ks3C1Dnd|Q3FIO>+yTwO>{8;&UKfl0UX$@LaSTb~Ba
z1I_BTA~{TP6t%=njO?L_7jG!=>_23f_V%+B+<7{2fgW5begBtH@hMK~3nBQs_KEuO
zz8*f6YvIwnMqy~6%UzRO2D<?zf#Ce+@nH`l#AI67kCW?f`3r{CqifVD)v2T*p@rh0
zP)|>o77KTM1|C47sV!dOuLj0$#=cf~El_K4;ijFe9ol^mRV-3ziXpatMl&joLoKOP
zRiBH+AgV*)y7Ezd#Cfy+%i+0vbKVwp1rG2IpleU!n1<r~dUo%qOFwo!5NDOI5LbK;
zTN#DA4GoBer5D1DtjnfD<yWr?*1US9YXi+?5s!JINTywm(cQ>S%f2fmE3(*~Tv|f8
zz1D~FID$t$g$1X68oskunGw^LRah!q^#VoP?oB#}CxTP0eI8e6gRIZ{yS2R<F(R{I
zX~(2(U^rlZMMJ@sm4CD)<cpVXx4MAF{V6?D`K>pJNG{H^`L|$ubr&DDp}vY7b}*1R
zs1k@DjboRFx_;jxw8BZkWRXE^AZ*JaQwpN~)I@^5H>^Zv4|Fs;2x&-ORWV-S;yS=r
zXFIZi*N2NncnY#ea6&_u3S-9u^F=!|VhSrmE<L;bf_WgDr_o`x)G=hDYvXg5lexLd
zm97(?<XQh`qduw$`F^Wrc?j7<g`FEUyxm1X6p4t)V2N=OE!g^vHKtFmB_jeOi`sHr
z@_<4A#by-5K60n*`fBk$IZw-)o-+s#Lj*X(?`_96LXy|Xar3tYgo}dSwHPMjwe@I~
z^r~I^xDbJY8%=`B5>|xXaIwzer5KG~OJ@PNtPO^QD(ec{KyB}6rqPh!@79r-a2wd4
zLxyRI6Lz-#_)#k;O`FN*Og*0NqzZEa7~23P_;7A%MS*a5_`nek2*b5!hfL9#XE->b
zjge~VxuT38OSPNCwGNx65`L!R?<_K_@Sxs!0fS%a<O+g##Mk_h$+ASKgke&NP_JB;
z6KlEH%WLws4|=BcQLv=MdvQ=!l4!l>$w*Sk*<Y{rX$xO|&Q964VRzXK>l~p5D^0F_
z_|Eh_UX$rv3cI42-}-*N$#-HZ%<%Bkz6Ww>^pQo%7>Q^;a&M}r3-*=pfidi4=M;X_
z^&509+5J?{rn(x1M<PL-XBF7)$I=Aw0?@YC!N7-iSYRZK<#<7n<`2|tD|dGI{Vdp!
z{l|SxIsVDfd^2*I4o5NXv<C8gaB1*jA7T&D{;nGRjADAAX;l7V(~JEP?X`e`Z2Suq
zjuwWyqP2IIC2skOj)~9J=I|Ya*t13qv!_hPT`5YCn%veHN6*-N({1e4W)i$$;+Jr*
zR0lkyR_QvaByM3#b}{FvfNJCVN7Rr`g*|S#N>{k8|MmQW`?Lq97@_Xi7}Mx29zQyj
zA)l9Y6NlTW|4pf2BKUna5Y13?KO#Tk=ZJLm)Xek^_O1MApAcO3iqKVwPOZ)Sp!DGt
zxLK`9Uo}1MvpNZtqQbhoBv4|U?~~r{FDqR&q08sS#rJ1bC+PSipo)(;+d17U^2J}I
zu1+{xz!JOD3#hNfkK%eY1n7#}urt@Q981cLkVX5NlP2~Fh$0i*r7i)3UPhf)skDrz
zInI`v>91F5vFN1NA+);UCNBIUt&@~?VlGdX+M3Z?2zVSbrrf8&4U&G-aClJK?D}_I
z8*`fYwl$-0-<Ra}_G9^rflqI&gS)!7)g!7wZE4glcz%ei+vC<iJ3Vz}Oz@vZAY@7I
zywWIkC=>nDxhlN8gqb>73BN^P{_V;>73?!+d)uez{FQfM4Ue%8qS?>-#M?kD1e1cZ
zoOP-%J})>&5zMe@WW|t^ecXOrZzSi^%5ZKHXpL!ybLnyzH<V(*Bs$3`nuS1zv($>d
ziU)7R6J@Ldox4jPloNQ3$%%j#0{MMdr|cq4>}0pVkBl{`2_`(2M?6?_P4W|DL3JzG
zP2o!6$AR7W9LlnT#>tdPLHlmDCZz^u!P0>QJahKbD)t!4Q{W_%%+M6P9HZ<OWYGUI
zfNnhwrVlO2h#4EEChogd1e;BuWt@`1Y~yQcY%gM7q*OUJ4%}UMCTVtUI!HbD^!w8E
z?M%CriQ%rsB9ZrE^t~Q5s)Xl_8y<5-mmg9RK9fA$X(UL1aQO2A4R->j^Q5ExN;uyh
zMqiRaKq5hqKewmG1EF9Zup1bp!`xe8ECdpG>{x?4&FR#yZJCUd;&GyIUS&UOHbrh%
z#$Ii@c3!$#$jXrqflQFfQk!@s2~oYuA!v|E_k^<-QWgX1b@3R_DYmB^V8#rjk+>+J
zq=ofP=kE(gXEHNoll9%%S`XE#_=Uhwhwm>BH4Z5!%LnlpSqzea&Bhx724pg`8lQY(
zMS)eXdQ|+_4r~Vk&u_{F8Q-bwzwIgHZv7FcC*t{0SBNx$`80@KFvO3kohvHk2y}Sy
z^?7134mveL3?^qL&Y$E?fTZ!25Z9W!mRq3a;&wc73JEpJHDa)6uzl4jKx+1K$f;xi
z8`23&<A+(ZD(j<>$J7s(Pb&+`4e}c>o{=^Bele4Ixd9jL{7fqZ-z3dQ>^3txGpf)p
z5b(8aO`qr^>bM2IaH$5;niAvfy}DiYBaio!@7pPdZ`$km_U5SxPU)H;B_hn-mZ|9{
z1RlfVI9F^@It!AU0-Pr#d0%X3M3e19x|Q}&S6GQVcX?<TckL!^w2zuB`E(6H4q1?5
zVeXKnRvFaMygOqK>$|hVi9&$K_$~Qt77dix^dyEx)$WYAhrY)12zBL$Cdsy8HedV-
zd^4`}u2q&a%aPR{f*2<wD7;F475xz-OtCRs2cqj1#*gGQKH-IB)^!2hj=%opq8lGm
zfBs|3bmBO}Vf)U#cfZgNa`D84mnvgLdlYj}ZbY)2XWF8JsZV>no?bfQK22h=ctuGJ
z>Nmpq4AU2SIT7Ey|5?GlX_uyhZX>fz&Ln?X<DS?h^ny}C;|<*Xz$7bM0zEO<?5QaQ
zq9Na|E%Onee-2yKj>HCik6$;Grb3H>6k10qqAPxB<|(>}^=i~*#^ra5DlT|KvpV*-
zl=M__#)ZllVd8<mo`A(}>`C_h?Eh(DZ_S*yi_xXCbsWa`XI*mOFerWtxq|b=Q&U%q
zpBYy_w*I8Q&ly$U7lPtQi~N=!ly|04m=S)~msRIu#x~vGoCaEC<;U?Y3F6lrMq$&?
z_?FmO7gtr3J4Wu)eyKYpA*0+HIR6KDHqjgx!QC`3uMst%1)8*1)xGPkcDNh4`g2@?
z_@<{0b^=*WS4PwR%a?cQo|&Y@CJet6qB|Wi5|rrcF9{V#u@J5qkyH&e?|*QK!&+w)
zBlDj_8x!cts!|Xl#j$isHw6T_-L8I{@BOGGS_{HVW9WWUH>UX~=Ak$<T}v#(6Z30R
z1d>j5k=}(?zYvPqj-pp@F5TYjxM|Ett}7K}sPd`=gG*O42sEoVXAr6fycXphPhbw8
z|LV4J^<k%f+N(~xYX5kC7m!ASU8;mvcpw!jf~BAZ@y0j<1p%DLF@YqS$rJu|STbRV
z>0#R0C32ywxuouDa{VQ69?t1&MdM_Nmd=di`OhTp<$iEWm&1VQZyVclI|*2<!G#88
z{iZcuJyyGluJJJmO*Lwdfekwf+6p^o+_4{J@6F&eOBohV=qnQ&6=F{SbGhf*4DcB7
zz3PW=n>ig_p{}M2@4u;#9~<`B3i*WB)#7_^b~0A8oWr~R?$?S-8BWo<b-)@9uj_3p
zduFz_T+}sR@sDx_A$&Y{HS7f99}O@abJ9DVXQ_ge>Yu|;Zk;uE?I-u*d6!?`zSZWm
z8Hl51Pk=M5Mk=&fjY|fk1yF$-;a`w%3(>j57I*PElNt7_AgmygDPu}O9-o%gYwMt}
zz8c;P8Bnl-3SSY2?~p1GrQE(u^E&0B7@`2~Ad^$pAm8M&I1)=0lcN5HPrcGLdVzRq
zemixR-u0W?j~(fquwehr8$IByN(7XYN`lJ%F3F%A2Rp~h@-0sezU|=jlmsoFN_Gx9
zoOOGuzx$ihl@OjA!<8#}90IrAa8=pYP`V9Wa%sUYG|rofR`Lz>VOKi!hp7wPSDtH1
zv}@ffVi0?uAKDz+n3=(eh9f#E8uF?@1tDTq4uEohpbY3Orxez1?}3E*+<Z$-8g{}a
z=qB<7$N-S%xzl;4AH13P2J{`vIgn{jU|2dE1{qwub*=NWn}CYHIrAgYMK}IkP2}L!
znd3yirKJm^q9($FSg!~*8L5_deHW4E@SCe~){%Eq=K>Z6dy-m(Zx6vG&7nefHv7nQ
zFZF3a?hOWKxUaSg0UiV~Fn%~DM~V_QA!)ya5}CTSE!&!!ATk>_;_|(k(UWM(07#>R
z5SLJK#v7v->0WdB>s3OPP|4IO-`X)fe|vJ<Y$bb$F4)2@>8>X^hd;~{%s~0qHrYCj
zgqwf{(ALe^btEU}8Ncd%s@*y`Yzs~R@2Tg(V#BLnXr!-k2B!+gorw{ORVp#<!|Ej^
zx+qR5u~U}^%t7-JocUT)>V^CD-@d_E>dLW3SkH^N07-V7s3dtbx9%cbHjP(vfF-dy
zDtB<SSrO%62b>XaG)Iw&L@5t>jqhCgcH6TCS4#Kd%VxfoN_cY^JA~0sGl4_*2QyYA
z1-j116O;N<xN0c%s}iLEI#s7jW2-+q;D*M|@ZH>Xu0fQ{Bd?SI`*FCEMy|fvVz`!$
zfT5|hl$X0aZkSiluGuQ_#^<7rz9O%5TKJ@r(!R~hy!Ej%h|><=%aO|EC&U~+<r{W3
zFK=vUS_1jN`K=Oa_x88pXQ!vc7g>G(3R*+w<u?{9DnmF#SHeM}iUhYu3xoE9XX_#6
z0SUX3c*M?2eWG{ya^ClJr7rU~*gPVBqGMSglnh01>*p|9)D6)nN}UahX0r9U61T>B
z%2949;Md+j>F+M_xLjsf!1s8qJumYHWP}%=iQ+Z1%v(k_S4L?N?Agjh@#bE|hNGaq
zxEX^n7L*wi=H@`oQ?igm&S%Ch1)s~;*Sa=!+SLnnzy)N95}#H26ENx>`%dTwxD;4e
zU0B^Ij$$|VJoW!4@t+x@J8;HJ9d9WN{`~Ny{Wu>zuAI8J+jZWPb+|>Kc?rHlxOg<Y
z$+;Fq<$Z7Tz4p+%t1vRd+O3MVr1!9z+6K$`hr?gAX>oMXqpjNc>!7sKfkPfT(7*%J
zU2QRHT$+_V6Mv%Y8M*uID{BL`QIG+q)Znc@M}P`fcYl^J{092ooXN>Yfu3(cy&B+e
zvSL)4Gls&l$HABMv38Z}9;vc=j0f<7c!QdcHmRI*-<gzuBzB4^Ry{@C+3L-XGP%fa
zo1Q=iH&Hd&evz|phU12fR;1j})!tl73eKuD_{LqN<SrnfZf~HWBp`;fok9&YR&J22
ztDEnVs(*b|hWwl2+w~--MP%Yn&2Ib+kVW&Ak!Nf}Ea#j1PlI|F-$$?h>OfMgn)wXr
zAVrXiI!=1AJgps{H?GkOCcbK>s+E76yiYBv8BZh_yVCn{weWrwf0+yDft&|N33x}M
z0Y;wf#!}Nio)O37_sZ_NR89O&8cF^&oONK&$NDL?a4i<s)x1Ym2$IIt%Hb_-+jT8b
zNwl6uUG8|Ybf1P8()~9@{!OU)UHp>Ri~A~>{w2#CN2POc?Z?W2+#nRP`|83olDR63
zF^rvVC=Mk_j|u%-0;G(uba`G}SmJEae<6PK*T2RB8Xr4vaLWXX%`_O?!^=u;L;`19
zQR~^8y)$OeVxGOknKOantt&o0Y!J4}+0<(ZZjl&~<K)^Wuw)~jB2VK_avGl<lc-%j
z(;2m@D^(Wjrw%VxU^?Xi^Qf@PT)QDI1D!xsGB^@FD9LB6xcqY9JTD~TgRlR2_vP1K
zQ^n&wmmxP3n5U2$%x)=$1y58y>GY4NPY<MUi%fpFv*1=x&TG_IDU*28aNusw&Wy0U
zrFiLyf-d{^H#IQr0eOKf))YSZ)X=a?LU(|7${rVN)X<a|&OfHVuwa^yVBjX*pnoi+
zRA#z9s^L{r8Jf>+zf+8ffeE!<4bZ<imm$AdHS^(EOH3w56X)U|mdPo2crfD6+{w;Y
zHwLHcPXXDED+6uL^D`f4E;Sfo2!bgp|4UKySD1J_1Zw7tc~g$HLV<({R>WtIm*Si^
z%F%$KQDk2ppFCy@%H7Pr!$?>3%9EBy3x}f1Q0grc7?m(#;ZJ%;Y*kH8SDVbH<<1($
zV#jA;;ogFMqhtKRN|OmgdBhzZm9sVh!DIzqree-;&8e~YS>^trX&A<KnZTwXPno8a
zS3<rWV6x2>X!Sdh{$?`q?}V~ESJZIE5=I@O*&3@Wyv)_dj$UOkQO)V^98iE{P{ZKM
zVxyH8sv0ZsY1Le@rI3JZPN~4ZY3<@X)-ddZj%NSw3Q6RIB@u+{z`=m}6ZFq6=##lY
zJ-D)eGe0o%7uG2Od=-OaeR23e5g)VbgTM<;;)X(GQQZYeuvEtp$9;K6H^!o*BbKg)
zPKL4PQt)o=$AOe<qq)7r>iId;c+t<oZx~6bO>IO3>!#8KCSdd)bx2!}r&*(jrrt>g
zCvsOLHxLk3NzK`TgV%ffqkZ!r2W*Ej=R$K(hUGWP9A??89x3BZ1BP6otoc(pCglYb
zx)k=jf}`tWE&Cx3!->18(;VR8Y^ubaW~hLgIzeCcNxzaX8L3c8j*iC|Crn`W1Ec13
zMCRc};pkj?<<`0y6O&uHzA++8VRj@JN~)c~iJ?3*?&gjk)VF=C*G;L(+N-Zsho7f;
z0*HLhRNC9t+EPJy#2(-rArJ<7-nW7p&i*lo0u$%|RTi`!P$Ql0O|wRmAFWe&2?%>j
zzN#r97lVjhJbRod_xMv>*uE_0ag4<08`1ofL$N!(L2G^1AueK1LRc(D$q3B@#)@q|
zNr`WAY+k)4Vsf9B<;!~24FgyKv|#~wT9%)sfy58W*#mr$&CR|j%|U^cu$x{PO80-6
zhXI3oxg|DuRZ^6`Gv_rKt0KDwRcgnN(WKjJ^}^9cj99a1x4=nMKpiv#YP|e!>+qkt
z5m23vu&%$ROcL6H-f1aO{bO@y6Sta#BVl3mJ5k3bGWJ6GQ)C_L43C4b@rRQ8bP89!
z;lc!$XA;ewkkjN{k3RMYEJ>^PA|Eg$qkgg|j`wSlO)`mQIf0((QvlXzbkXCf&*(_A
zZyrn=u8-yB)am~Pi9#r3NrH8q$rWN50s-}al;!BbCH9Np7gRJKo+!!A1~V#gGflQ7
zon(S{wfgC(nKBK2$$m+@#&}CgV6t~Epz3r|u4rF9{*q3`ryObbyriNVcPb1EDxUG{
z*U>yFjp_Lqg1R4(chg-JSC&99DIVx#)ld!hif5L%%b{k)+Rv2;ny!NFH%&gvThw?l
z^Sndb1Eb^3Q8h9*^5TWDI*Bg0(5N#Pe11>wf0fz6b$>3iDql)^kJS_JKgLqX5?w#9
z3Xh6XVc+^d*;_>rSxal83G?(PrX=~(SZ45|<svO1r!962EgvMXEMsfD7BQK>4^cOM
zaR=>=9$?JWWb~q0A0RX9P4*bn`C#J`S-LG9y1XYHjW09*%5558A}naw&$HCVvz_cg
z2gf*H6%dIAPm;pQ^eehu@i|#so7V*)u8s|LmhzoBWxM9r4OMNo6uc6ZML{?O8$Rbu
z|JoGQvm4xRMc$_t*>qRwsJinnZwz^i{k=<jp6n#ssfC@XcdedEBFo>h!te?L(HcuF
z7V{AkLm*Yc0eTNALx`_;YlT5;t}&b@!>+|sFC*|VEj%Nj)v#g~3qqeFlsu)}+xN}|
zJn@hm{yxCi$g-@>N@bjQ?qyGp)46KJ9fhr*%X85tKWmVC$1Kmgg1Lz+Gxy6~&l!wT
zunkX@lFxQRmq#A8mmdTGRb;@Wb1`u^_(H>@%|+Iru}Rk8I#&;xOa^1;;zwIgc{wD!
ziNqKTm6e1rJcOeam?SU_ws}zUaO*^pZ8(E0$S4Fo1NJJLv9vV`T_Aj@xkRlJT?)PR
zgKi-Zq2hKL(lSD>=P2uBUWOcPkTE!(3nl>I-w|L2X1Pfn00%m!5PLr>WH>z8>(V<p
z+@0A2Sb&*q{vA@HP(P;Xy0@<=Ih4%b#z!9%JosA0SP=Po{%+#-`+0!bhk8VEefU`u
z;dp0kh!Z9zTHBls#jeHMxY+aUgzmnX8%+aWuY!z<KajgaM%|eMJ>IS?H!4!a007AQ
z+AEz=8vw}4pnp{Law{;m+dyRndSGA!jO%aW{k&$u?{)^j4$~<l+HUKOM6E`nf&hw6
ziakJ$od#SUH?~zBOV3fpjlh`IG3hZe-XZ{Kcl-sQSOntHLpzGmv1{KkomCgkAi&dA
z(p&{V@oB)bb8_Ez+)5Y!ie8C6G3eVi17_*wOH2V2JRZ>LFGMpi!*uXaw!m3JP_kqH
zF(tc#v1>s<FIgihU2oH%M{Nz@0amzp*S^U*2S?AWOIfykD@hC<zunaW%!sZ)LIEDd
zIf?hZW7O}NxK6RTQ~beHATXc5TK*IbV5l?L_@hpLzS|oOno_Bp1G7V7ftj=199fal
zzKgQOQG*O3k$!oo-)#^i3Sd5()dTDc-4o}Z3&3Dou_7oY0T||SmIgd`%cXmxZ+<k6
zjS^1w>d~S$d%%=b&EwxYmAJZwK~^OR08}*f>o~_XCGDo~;<xah)NN)|HC*RJkM^E7
zZ!1zhXG-y&{*qsT@&e*tTg4Y(9<^H>gXPOCqxQBK#rX%{KkHE4`tkZc?jQx2tb6r)
z7jE<USjBTcTk(`|`hyPZJhi>W{k6Ug;HS)bCY}1|yKj%y%HyoREWPm-R1RvFz}3|@
zj*2t_cbLmdt=qG0?+YvbY(q{HLZt&y+U*CEw|)l>aXiQfnY9^uTt@3|<dGHBYkjy=
z-^Dn1%XKj6qw$~$03sevV3E{o_ehcvG|1y~co&)(L#?Xd-x=E%zN!GQfIlb<wD`B@
zAQHYbg`aj<VhVu~ylO?hh4sK>di$Z5`JYzy^A9u~4C*o>@8KXu0qq?bEm_j@AF&cs
zbkX*7ez4DvJc@M8dm$N1V(kI-;e;%w=<urtoPW3ExxNGJ%zr)}9p7>O{L(}zdjQHX
zi7nt*3v9XPg`d(TCut6=7=P>(sPYLf?ysj;SXS^HxNFePjavH~>aSgVzT6~MTfC*T
z5P*d1U01C9D0m(5WcH5rb!=`^O59GBStWVFM}Uvv)1%1&V-uG?JW;r4W2R;X<(?D~
ztr4xRYp&Be`!)6eRqYQ-wbW}t^c||)5?hrO&zVT)*wU^xyc~0Ig)dY6nFaLXEynyD
z{S|=H5F6Kjm!0CKP={FKFwff;xl3p&7HJJ&&&y3n1C|zwRLM?kiP+n3CB3~ab&=nS
z<54eSs7&_&hJ(@JyeqYeWb1N!AjaYBsO!vN?AGzO(hXqJ(Ik_>sYo%@^u|H^C3CgI
z4pV3@(~+-4K=^AQsmXZsP&~Eq^*lg9yRTSm{sEYn{CjVqsnVxq;oi1F%S)Ad1}C9z
zVCUDlK2l2@)zORv2EJII1Ji@sfz9ZPTLBujbMGU5kKW2Uhl!!q;yGs(GR>jfeZYBV
z&ZJ6_=@7?=brA~&FxNY6398Ke*D@XgfP~u?q@BP#U~`k8_5Orc*BSvt;3%+qU$k4i
z{VF8(qU|=!$m!uYbd+i2mAM-F^2Rd2hO%mMAMcTQMyn3Yd*1+9PT~qK##BEK3&*`R
ziTdg)9wbMmNGnJbts5!+7MKDix~LB=3k?^BZ{}`ahV}*kBoc<fS8ewEl!M_(Y(U=f
z%1h34oy5Hg%o$}KWo)RfBfdQ<9w}W9-5NO*$JL<*#WfRp1H2a+%T=@6!%NIb{W?A!
zQrYF-U2MH7zifO?MbvvWbPRPAg-jWf-f5tU^9dv6yzru5#q$GK?FukeTJRjoXju>>
z`K;YznK)m#8Fh<xD8tHg52Lug@3G9t56aLCCsdJiWZekbx5;odzW%o+Jx@0Qb?SdU
zjA5iVsOQV|m<sGl==VX$ha;spHn?mYV<NE=D!(-9wF{IMrsn}k2TxJ}jz;0wq?23!
zs2DYAh9cD;6b?L+!%f)<_ZH%)dNOPS54e*<t}zN8MF7M?X`lHUYkIq;%fCi=ctN7e
zY1V}m*lF)<<VL3a^-L*OSTmPR%hLVEKFgDll0?)Q&ljFh8{ZV!WKKxloIU*9-m6G1
z3GJDBAAb6KuG&VF1wewnc=#A8dI*Fbn<*Ud&w)wndi5sVs}yHtt|q{6a6i*}=rc)Z
zlz|d^)}@yDyA&#|oQ&>2#(YM5coNzJM^ykoNda~%Tn!x`XL}Mci`nx2@yQ6}AXz1t
zWk{}ggNrKV@}<u8BC9&u#;weCikys~l}&~Ui6LO~zv4}8zTVrrB=PQtsW`3EeiNx4
zi1MN`Dph?Na^E(|2rRN**23sCoF1BfS$&YvdiC3UgKJh90QQmg4e<eBx!LC+*X@03
zRqXA;i0{JhE2w2Dycr)gkXy=X!KrK;dnOFfahGjSYk{?vFFhvV!Xn0@jKM+T{Xj^j
zzB_Bytvq)(Tl~JO)RVXKk5v+1E{igLWDzWeKKsoi*03hx;9mn%!3^`-ym6Jv)7)08
zqkSf+oG4UR0$d4Tsws57(-R=X_l|w}>Vd9MC;dr>aZ%paH)Z^sh2_g=UB%y8p%@3X
zk59KGwhN;UZNh<x^Pfen(3kbJg}7F!6jmQLzft&23QE$Ppyjm08kgw34IFi}uqdB(
z3v*<qCIFZZGd=YYJYtl_I<n`xo~qTTO5ZdW(%#;WE!Jsz(bA6%;j@ByLo*WD2n=F>
zm8pf1wJMtORy-OXJqK8h0KA=7+15sC!bK0*-I?j1c;0GobDt#<cfeRLMPBj0Au-l2
zT+w|e%@y{Gf>BGEK-vf4Q$^${Kgi<T4QuuL@)>aEi7l^}uBwA>O4jO{Qa$+hGXGzT
zeu324hB;+qNOT`$X3L$0)@oyiQWJ)T?(BosSwPMEC|iN(!}u<=CNdS}k4L;#JFnEZ
zk%WI8->hx|7Z6w9g%HKs@TL^CyCMA`URcO%cTn@>Bi_mN)F&XubpRFduCX(fjnJSy
z(=22chr&q>WH&_|eLB|9Rnmzr+OKZ5?eN7$)Y}x&FE}PM74m+0>v1x(`O1DE8^Cp1
z7%HPR7zV8HKoU_W0c{vgP)mx^(Y?ed7V)GWJE3xhKj`ICn(X`uFg?#+wH?I0@%8PF
z8m`1*7QO4syL#O&A^}=MhTNRJ*&YiW4!@RV=cnk9p-;s#Dl8wqcvCOmHS?hkgt0do
zj|PY1HnQV(Be2peLwEH$cco-+;9uYNw6hay=%+nqkV{P1w8pN9F1-yH7~Q;%(F~b3
zal%7{PWW02x{n`4IoSTR1f!gOM)6XgKkgfQG%rBTXa;bkqjv6R#xL7*4Or)UpouQ?
zL`gC1Ipo9v!l=}BdT96lE5Ja`@Ui9El|+5ApXQ-(`t%82%-5^N<NH!L<+U6q#rIzx
zoAZSUjmY`OkK-)FhG|ILnU1Bz22+_N9+=pw(1C<reV|&;lk=|7y*c8W_xiEg!Z<$!
ztm-}_a^ab%_0KQ>^*a5m*E&$=PzB{;DeF165GYjTqjqM<VhnYu$!NY{x*Z`yb^GFF
ziXeqT>I~P04%6Y>bqYxPkeuQTvF6L9jFGRM`>-Ddp9$SA&M_U%jEUrDAbS?&_|nK=
zkM%crZN7zX$-nC~ILTch!^|J!+z|zUQ@ulzPQslm?ID^2r=@UJUD5Z(DfR<Q8R<Tv
z0vSfHJNi$$`DpiqN68d^%Gq(F?fD$q-Q|~uo9v8lJO7ADXV*2erc#rNJEDret6!I%
zdnLBW^e4+6+b+=_S)0`1-5sgHb)n=(qAtz1gluIT<+FWO(tS1jPPCqr`t|F)1!Bh7
zdyiklLY=Fg$obh}dPD5DH2|FT@rIb$W42ufRjZ}QL6z5AlZ&*-0(-g?-jsqM1NJ&a
z*1e5odN=K{lRHaBEIR&PHLA@YlUCM5e*P=r`H%GHJM~3+r`O}-`B}nE%vLDUAsI)~
zN<GZ2-nN!fh$bG}XJb2tXj7nQZT_CSHN@bAdARQQcmL2{WcByn_sU1mJ;FYx)iV`9
zdv@2-v?lbFl~AA&kaU+>m(?LYxy|1QrvO3snN29B?Fyz(UT#QsAUnvgQ&FSFMn}NO
zki+ttSA#}$&^&Jaxf9?@bbe|&1Y`wnHk&Hf0rXJd0E3k|Mc;CV_>;{m(ibO~z6zzH
zfCP#FFvK$pb0!U@<YI_BiSE&G0dZO0>1RoqYhu7i2VzU5j|Z43A(-ixz82aEFd)VN
z0<cTA%@9Biw2^2>rHggxI@0q#A7E{|Y5ZLJ9E7(mZXi;OHT@Y?ZIG*yaxUgvzi6h$
z<*_K+QZuq;{M3y?**?(Z3uC691ypBrN>F|~o`*MaPzUVPPZY>K6y^qiv1+qYu+6(-
zx|=~sR-Q2?scz#^@&im5ZQHux37Hj3KB4r+eMf|PE?uH{dy4PLJf?5ZLdVB=Ut<9g
zh_t46x?fd3ZDaoSYm&@YpkkWfEWdbMnrAO{q->SIlPgIMs(6|RB7aq}|2!!>(oy7R
zra9jW{Q*_UpvbxOS#gX_x$v8>PdF`q%`*xW*?AO%{8DlADcmcZ`8A%#IVEN1EZvha
zm1!1Azn~3&lbW|YeWxMiXjtF{W<dO~Fm0&1zVp?yU>ruK3p(peT5WJLXz44&z47)q
z+EMSlhmUW6Wb$L`BO-5kAzgll>2xYP*B%@4_VzC_i=p1&wcLHW!RAoEWd!fWnrBK|
zfDOA>IxfJFEs03LiLxX|gMHe%P#N(VQ5zW^zx=0v^1qJqKTGN}ClNrKYQV^=*11j$
zhh4`{wy~EZS);Yv6erPR$==)P;b~VKwV4S4LuJZiGDm=My!|Qm&7V9d<l%+nM!8=%
z6XKb@hZQkkUPJpyNWVcSRlW?wGrAv{FFQ+S9nrh*T9PWs-@s>@!gi`joU7CjKn3I`
zvUVC}pG0!0Ucb)x&b=YhnaZ0Z6+WIN-$gj~&bn5U`RnHwyPO+STRBPR2lmG1bN^Y%
z!GykE0lNM<C)oRFlL@P5fL*o?oTJnQRE>>p2OY033^S_7iBV*j`Hd!o{sih4G5sX7
zlrp5ZZAR3~$mzh_(uSD)tsi;bbu^6MtzV!PmsvdWxzCyC4wiW9B%c=Q;V*tA6+{4m
z)=He~+7P`{w=2Mm%1er49Y1Y)>gD9xltUh>z?c^_F_s;<BJ29691eeW;ThceO78RN
z+kv7CEjOFQe{8legIY(&eO=^pRf{(0dc8_Lo6@sfnbluEHN2&@k~t;y^R`P2VU|%c
zAs%Bi^@4o_yAHtKW-cF~Lhs-(z3`jYDEO>JZ%bu(2kDHD!_kyWeXlvVkGQty>+Z!|
zy_q^=X(zs2pb91<bLR{C<#kW|aqT7U9ff22#jrt_O%aE^GE;Q}Mj8ERsU!A{dl^LJ
zijf4;)?H)r0l70%h)1=C*ejHo2)BQWQ#-)mvC#LWF9%L$!s#BYTFs1`Uk0PDnx!A$
zW0t_c9aKKMG>rgdp~CL%M)f?V81)olcl9DY1M<Y-!A79c>PY`xa{x8f`uZt!cQN<n
z{h`3IlnsU&g(x8F^pd!%W~_a?C+SGsi(#}EF?4q?w;aF*Ew!QX#!NvSTg~D+-o}jg
zz>D$$O()N~)>`_gZfP&I_=?}3ZRjkTGu>MtrdCdEIkxy#a1T13RXw{|T9#vkBe}g9
zI_0?o8NAcO2v&Oj!W_Qux}4$t-Qy@dO!=fN?!i0_tcJDNe4t<0McI{oq$ue7!}UZv
zs8q)3xBtlC|Llj`r(E6kwyn;>jER!_iVB>-Cg9Bf5LSXi#`kd+#uHJ1d&MQTCsx*N
zzuL2%$tspj0K<p)IYoZ{ZBzlh>I9X>GO5i)fvbv@#Vu5i2bYvC;&+z?$ZAal9i%~Z
z;&2o&Db1)*+2%;2b=Owbg$!hI2kwIMxWnRck3hv=iVf5=X_x%$nG#I4W0CxvF|%fp
zrxg3R<Qg4bOuG60%qz>rHn14|Lq&>!S#)FfV1E$zK(^Z^G&6acRA9s;OUNx<Id^bU
zPh5W6M%#_;DoSQ;yqAbV^bnt$q{}XaoO*2R%c0;HzL9C;v^IBh_wlv*{F4^0&r@UP
zkK=%o$ojdnOYUKzuNgDw^Wev>hTo(}@?+s+`JJ8nh)!C_w|b#l8acJO_ZLN8(qe{7
zX@B4I(Q<myDCU0edFk74uA&xO%h2z{N6XTmhe8y8Z?+c$T;M|Ux8DHpqTwtMJalH$
zjwlCiL>h%}CPFqc3bq(7^N-#>>3)|oz1I=35^m)4&S3FnyYM0(q&TYdN5*q0sP9s%
z+x6cej*}|YJJJWrpYHLuzfz&TY2yWXN+P+goxdE=+a}q;b{H?MIvThy*+R-ENf5g}
z#q&%O5IbJ(yo&gnbpG#p?fh-aaXH(~NE==7kokFq1hw48<FbEeQ)WNr%*GnSZh~Fn
z3}-&$qo&yM#68!)I*x-3WV7GKPydk>b$Oky%7IyfS$$L5Q0;L`mx>%dtp@plcW&(W
ztr<n*`H^Yzbcy;UjWZ?y1yC+p5o9Lt6u%#mn(fQ3(WHTPFTO%CVk7vw`pwg84oWo&
z;JmFBsghaT_!Lc|2{gB8$E2#U;eBsy>sMRzP@ggL;qL|}Ea7hdl1^S+zt;VB0-#}4
zq}#L&1jfGu2@<`rfZ~EmkZ%f|Xdb$<`pX%PezccX9swt}+A3piH#{pHaOI(=NPq@B
zoQ9<@*(%j|yd7Xt?}Pt2{QvXO0HMJ8NB=8vPKi|?6}rnz$nbq7WXwJ&AEJ^72St}P
z1nBkAobf$qR@kghz~F)D3)hX8$NoMTZs$=U+0P1QVGUObyuJ4)B##zH?|SWe67(6T
z=j}XhE5K%5^z&qOwBXkrXa<<vO7IwDYn*tOb^B&$|Fqu8#s+omFQO}T*z{Ar*9_Bu
zT$;A4m|YFPht0Z(3iM>DL;s~6ZR%YDbTU;IX}70YyTiQj48U_emA&yxZARtXN_fQl
zE_Rg1xno*DbmU80rA<)7h&Hmy-Y#cgXi5x03l9jgh5}yoQrmtWO2_9JfEQ}F<^PO~
zJ|X=n7olwzrkX-@Qd(NP*gw|1?>^g)*~)!PDaX}WE?+p3*2d^Z$ci7~l1!{jGXv%!
zq-*p|{dF_(Uh-LoYvqExI}~ZPT;Y9ci37zSTO`*>c_m<*Pr*-vL*D&s765b_cw5q7
zg*j`eOM`ns$ZW%lMz~MpuY=Sp(jj-fY~+Aox!V}D`FuB7w_0=86u39M8-TI?*Guf?
zq`AoGQ~&n62>+4qVsjdRf!~B%8`PVL(*UMgTcVARo1&L;jQe{u4TLY(c}2$_#B;JU
zri^~Xi>sh_m)C>XWj#~HT9*TrAooY5hPgTOZEk!4l*-?Wu>YRGk~{)9T6%MJ4k3DO
zvjR3T`WOx5vx<z~5X@8<fB9Da4YMaw*S%b@Y!CY3K_|R*BRu1Pp_`dDI{0s+=Gu#o
zt%LI6%~v=;lZccjOL+1)x}t>JN*Snj;m*`T=+hXlZ)<(=V?aSx3lYW1gxeFd$ONXC
z8;s?=trI>Qq?k&Zbzs#_<X=a589>g2Tux7pveC$)KhiZYffz{QY#pipwQm4t*<~WJ
z`Nm|DI^QKAl<146hi8C<h^$+3RHNRWS88uRoRQR4SnW{9-u}rapo}2XO2PM7t(6Ue
z)?UQ+sgpH<630GbWPct5D%$sc;0}a=ocMkkoFm+0{`;_arw|_j`Cp>Sd+z;@V9s*!
zPCgu$@-@GwoGIR693Az*o!o6Xqh9^uf%P6bNPp`MOb=*89^C{@@NZO*2h1){Vmbe=
zAmU3ty(w36f(Qy*aIGa)KYT8`?1UCYYbnEo0FAg4exwhxxtu@nMiMn^A7nuB3JW=Q
zOVdGWR2banviPL#Vaaf-^+|HW_vzb=eu`jQ3GV4;%>m8GC;wVE|D$7_pNk=}7uY{3
zi1D;N@s@s+0J6{U#^YS?PG{J)ZRRU%8eK2z>v<%V`K3L`qkuAw8mWK93m~3z@q$w_
z&XvbL{JF&Q|E!i5(bvL&s_r+he~VJ@LS6+#5t$I6$i7V7>A6e;!xo~okqPVx>dat5
zfV~~-SPWj<A0m7AJ5cnbdt%%FWSI<FfGgND7IC#%?)$7lkiH?6DP^L%(&Vmoj)82T
zA4kH#kg_btMa0vxHH!9P^?1wRYF^aap#S%~bkks6c`sD<FYuKDRU7j%{m<NdsJ^53
z`aWVjK7gGa2>wEyz|~wHQOPig@J9D#Y7m}_&9^zN0{wr9*Z>1h)tE5b=&rZ%wEdZA
zfHFQHKuf_Pogy$91XDm}<l8wi8ai%HrFr+Jd&#P;1HX&b8C&(|cV%jEExbUq%8j!7
z@<<AQS`TU-RAGS!<;(rhXP##Hu!<Z?10@bYzJIQgzS~b~1=S(i-TJRDPL3xPRnGVk
zTNTGb64w>zNB4Zt27yNR0cLP}8OUOlnV{F#j_^FmB@JO{HnrkwY~zT)b88y>e@TP@
ze-$+;C9ACV+mM~CO@Hf%M@wrywbR&qh+5MXSEy8YbBOUYa!L+LGo+aRp=OkMtNBJ<
zP=RPCif4W9&zCc21{C^In$0QJ$Xj{o<af!Y3YcX<tPfbjy@5v3+r$ko^f&t981Hr9
z0+`7YYEFssSRF8-eCywv_20|r5n%TXu)>x@jKTyExr6S$j}hLzSRmBe)&=3}2iO2T
zGg_)`zn8+Bu<sb=ha60ngDt&%&@^%Lq_pqH@Bgv}oIABv0Td(x;ItdA`YR~#q=e|S
zu`5r_3LwZu2L%&I<eOy&MbWJtV$^lXiJKLlDE~9i1=76MQT85hH#Ge9QTw@T;0M+R
z>vZ?%p7gJ=#xbR2Q4_MLK)nzhmV7#(RV2%D(<i3}kXTuV{`)z~{z#2<9>oKlR;WcA
zAuGz>1Rx6sgLKrP>@N78a7bBez&bD%M?IcO2{I}N>z68L5zA?u`3S%^Yqn4S*>BE0
zTB~2UT{jlsuq;dQ=fhvwg41UcWoti?Pk4u$SE#zp3O_wC*-Y7m2Fr|!JzE)*zW583
za$ALaALw@N#8XV<$$bLsnxQS7WZ5yi>&6jMFl1;2vw9m^e-dK<oR<@sy02SDCg@Lr
z%!mHxt0uk3>d5NB>gK(#I7IDnwRM0yNo#r9#?_B5@g_uD0hSeC7|VH}H@L+<kZn?`
zg|h@-$@qJ+{reUF6-LN;F0{)298Ciq@TL{?xhKzUVl1Ag@`<MeAUo|5B+>f$q1)4%
zw#}Z89w>o&*P4I{Qy*$m02p!A8o`X6h!^&pr}F4b%)i9f%3n0zZ&A+QIx2j!Pz78E
zJ+x!!I<Vb!FF#B)FB8%)wnwk{%huOg`to{**mdyWA_PL<-L>_U2#DFMUxkppO~KX|
z@0~Jx>+&O|-3P@M@auDNyna*HIX3WLEGI>5`60E*9b#(<iKaU?DdVwN9HH49I$AYf
zba^T8hOO~5f#s)rR0l7`=;=|Q#5`%oxt0m^7IhH<2EkuG%}VW(o*~&)J?v>NGvM1>
z!Yb&AS+Qsj=tl)UFd+#Rh?-hwO}7V{UQFt}f0MM&7l~%MJ~<<6Obm}d3CREvNMd2t
z4%{8fImsF^2Isx^;$ud0f(GIabF@(Bd2bnLN2^Tq{ogCDn?E^{)kuzNEG;0cIu7EC
zfQRz=<01V`zpyq+Zm+@6p%jjpb&5GuVj~5(t^wN{&)zu$O!)dW)e165|56_%=>OK?
z@m-yw_m&fEmQIBhP4~uZw>oRqr@pxJ<CcyKL`*Xl)>wW-AL`}J+1#oXI`Nxt|K~xc
zSapgEsr_iW<DnS2#jxY(Ohe1qd{q7P)eQ3+;DNut-{KQJvLg+#&EFcY#G2~Zd-K*C
zyX)0@C`wagx<~(#WGD*!j`8SeVNYTNV6jgkZ8-Oa9|xYj&!@OawBI^ea7zz>V`tX)
zETvCo7%R};vrkj7XOl$bDFmpl2cQ<)c-F9Mr1IWUj6gBRp3EF=j~+<fFZ~;6G`a;2
zY8ni0{uC-*^}i~uD=xdpj&6EVB#ZyZlKSLHzBj!?K&UTT5y;in*+BwV<0)BqfF^77
zW$$k`|5aSU)6hJ8z$zd2V0|^~(8DE^FFy$Rwrq=CA`yiD9Of%cy^bDm2C^s%bewl5
zyZ)g3K(=_xJdxDTXBy7SD3S2*eVk3EUk<+qu*io$0rG7|v1q9xo*N)Zb_vftt8za`
z`w?o4Q($z*=~P6o#gk|0fxoCYlV65Kvo2CeKHR34j%nj_lX)%~`ry<{5u0Jw4kB*Z
zSZ(4eKP_DuJB|P|mU(oKy>;ff0Na_ZeQx_BcB$teAirtStD_!*9Q2A~>=iE@kQ-n)
zkoWVNV}$dj1Q5m{ejRdSXJ3lzHR*`C?|mXm^uquA^3F~PIII6efDAwt>X2)xNP5hf
ztT?C8i<W`mYl>UQ)W-k?dWTeu3QXZ~H`O}`i`)kW9F;_KZ!tPia{TMB|9>S(>_dow
znX}aO`*cZJSz&k<&bU?#3E1E|nY`b4d--_)u!a7KZftgr!;hy3zdjjFe`-~d9v)Nu
z8S>>FW(H2@fG+ppQ;7+G)cv?6KmpX{l=;@_H^k^W@!auCkMf@%JBEkQxlBUuk}k7c
zgn=1R@3!3Q$pC?N{#A=j)4kCnWAi&}m#Kyn!A+AyTTMZ2#kIMMiV(#ucpEzckHDwn
zKTWe`m*r<=XD*2UJH>rW`eA>XG^l?;@v7q1>}|R%eBM>qdXC=B!&$N%Q_8t~WR2@<
z?_TXOIj7-s)-CXzjsKf80Yv0$7u(8!@bGfb1-+%bZ3KNMV1_Ieco>lA3T|?HR`tWM
zK#A;`<o;ZR!E+JtCVQbbBQV7~P;acxFeT<miW$Wv5MEV01C|nO-<Vso2r*eWl=M|o
zly+jIVw16P#Q$LOdZTT&5LG~Bn`OgI;HbYkcVJ*;t83}g^|TOnbifzBktk&Yk>kQ&
z(ne)U4h^654UWK(6(h~BY#PmngW6lf-R9oh8ooQhX7~9Sr=HF2I&oF{EG4s}H`$JA
zgZeoVXD4_joA(EIpUpMDo){^O>167}IQlQ}yY2nH74IQvHh{7OpUsExFZlg#k=|cw
zklugS0Gz%0Htl^SuU<E~jS1vxD0)o6Fin)#3GYT7o0ira*D$qixi=@g-^`du{T`>W
z+tF)rc)OFFwiaH*@qJEWc}Gigj>e^LNIxyRPexYOd7?$?OV)jf>MQxJj&BSYD>5VQ
zrHwGkDz^?7Do0fWUzN5Z+Z(yrAvnUOgIaBy@{c~P7Mretw9OT`eUn6N)cV5^)K5+&
zmiuOu22OIJLylBaQ>n&+K@YkVO$Uvt(r4a@38?g)WCn9&dkWmD`6#iSsah|tx_zk%
zVfx8Nb)eJf;H`L@iZyhd#UA+S3}&M8;Kk0!udKorG9F|1L|d~M7T<hc4csH!{Vt=J
zRjKc1nu6Q7#TesVg&D2#sFFs6h##Kv>~=t-M|&zWTDo5glPu*nZ4M*W7EXdchvnV~
zsrY4mk8B}qz*21q-Mv)W%ux!rmTT73vAVA`RyrSPL!~Ov^x0MF)Uo~4O7W=i^Kn{T
z{)r8x>P83e$nne}uFCDqQD22K`X~|?HA-p2W4(L#-CO9-cSVBn=v7J9=HK^y%k6eH
zaV0a0_4yw4w0l-kt}*gmID<}n^y69I>Y2si=~_GUYLBx=rEaG8$GT4C$;tT)SaqXT
z^Te!ui*8Nl3`{bL-~D22D3wAYD62`2OtPmViH<KCkO$GblJ?oOK@6uC6<rvIPzxr+
zrvFh)Un9Et(E~VFCbOb2c|q(DuT?L=T;6&G#1bDsAmzRKOhy4Owo-OE2Pn=)J`}6F
z11jl<u>V$;ofkcyV=v%oJ?N4G43Operi*V3>}{cmuJ|nF)jCvP5yWxqWVdxC3$QP3
zGsQ4YVR-zpKVF)Yx&hWBL7f2(x^2O)2MryJEnkMWa%wsW-9O)U8(|agBmg(qRnsh8
zJ`!evZqD%WMi=nFc28OgIp57l2aacreZz6o!&9q^PAzZR7H2L)hx5J<Q74X(oJGEd
zDy$zhJ7Ho+_C$|xi7zzFnCfyaqwb=MJ3N%Jx%eYwQLxJ?kmh}|nD>a8#O(CHAf=;^
zA1`=+@a%C{d)fLJ3(Vopby5oA(&*>+dm`-brwIg35WbX08pmqCWpQZ$?k}olTE*Pe
zs(S~lVZ_f<4JQ25qL=2vgT5sF^(@mVdzLrv4QJC%pt}?+GjCG_kXhOBWH40bPWJ{T
z)jxiKY4(M#a+6!|2COSHa)q^O%D+yZF<EjYQf_-%B+_N)r@WS@5@YVvyw~NZxxh~)
z^dX;myvs7*r*xf^KHhWnv(1qAy9KSa_aCTe!Sc~D#du3QU^-qNRbO9xEH@RU!}Q2#
zAv#>q?Ni-I$qvu*l{2Wtsl;LsgGDd0WI0mpRshzQ)3dW3q@&pGGO}|wK-|Jn@wb>o
z#Y{uSk+<U!|Hi7BuATFI#<N|?JLq)jrf&toLfc=$QHy~QXGU=f?NMq~+xl9<M~&=I
zeZPhw)8qGnC-tU#?hPS&gOb0avmP5M?mf+H&)KS^J&hFpt?YW6c`NFd8S`8s{-`;*
z%*>c^Dr8F)->!`AfluEMf_DYa3MlzaCYz0iC{8)H?^!jt#=yZT*~I?gPD6S^BuAjo
zFJk-=EnF%m#ZzyNZ`IE@N__RUP^qW3-@Q(Mu$(q1*15k%lt0C8$F{Z#-B)a5hqa_6
zfY57+p_3m8Vw}iqpbi<DsuN#c=M}Y~vVuyv{jJ!}uSN|nHI|{vFSZUY2wX&f*ZGh%
zbF4noi%gJU`q+=%&p}`regkG0Y9LJ#_2ep>0GnT1F@r~^64kdAr^6pJdOI>s4C564
zMY8BFqJP8(x=f@XNTqrokzDbTXs^G=NpZ`Q(=#;%glrgrqWjkM&hx|R#Er2sVSIL*
zP-hamqAB1?V#_r7|JZuVxTxFiU-T9MK_mnL1p(=1=#r4`kdS5s>Fyjr>Fx$WS{ms=
z7^I~nrMp9zA!ml%Kkw(i&wkE6=M}Gj&%m{=Yprjs{d~$hAzAXlLGnWqdn`O!?U0MK
z*$}#svCXo|*6onrArA(SiT(KG$<D!jG2%4=3b&6;TA>_Etp!|@4Rc*+vdYHvAS|qZ
zmckN(%E8WsbDx4EL}0v~=jF8*^~>gXDhcn=#Q~aHD2H=QU+15~x>h!mHnhH%=W)fO
zg=(Azeer!9ugGHv!}$Bie<iH?8JMVcva`J5x0`#VpQtZ;X;@pdL|*0d1b0T#EiE`1
zk1__EotCBHPvg7S2D}j6k=dU#m?~Vt&yw%lC$HMR6jHAbJd11X&;EJYW%xu{wl)x5
z8Ji;}(|O5!za*!=k)fqAnYNMaxpj9>U6r*}Ne@<#44lL^@RVJ_lXBggzLtDD!I>kN
z%-J*B8^f`rc!CynFbgwc)?b8fMmF_)XD0QvLO;&heGws0$l2q*Lih8Ag~d5Qlr8Xg
ztX#T(f+_RxX$+@eQh1-$5Y#|(FPn75k%Rf$t0)y1Jxff0uzCB{*_j;5&d<+>z%aaV
zxFwEEk;A3Bgghgq+2j}3g+7Nwdh4`D`bvCXJNROPEVU3|TE*9?O)sZ~u#?_19;Uqi
z^iYo+aNrNIm*tfVVTNd}*81Mwq=sm)IzE_NQ|=?{OWzH~;(m#DW`t$0k1r#6Zn#HM
z`YV(4DwM4$J#CRWHJd=BWM$Y5A?3tclNwmNbXPg;Z=ih3p;nG;cm^5rRbX-cHm1SY
zUtBVMRy3|a<8t;Y3{{u6TyfFU4i*Omit8WblqfF=Q8$J!$0sLji}`Q2gG=J^lUsS!
zA22V~l34$&nSG+8;>E%uNzq>)yX|uEiQO$G;8>B*W$n%W613s{Nf;q&-47wW`N>79
zX0&S`v6<kG#}}w1dfH`R{0o;EuwoNCE%9cRZI|q?P+b|`gwh)ed?pgu2DEkRng0Vk
zd?J2YhdsyikF8I&RI~fWS}Ri?RdvW0sTSeEqHQ(dl&C>KL}Wk>44#Rs+NFE4>o;~M
z+bBR1N~&k5L?F3=V@uX3yZrw<1pv5uzsP!8zg$ZD6pAU(MH7$DlAMVzu98BbL@+(x
z{h3i_mBmJ*QHxV>Jsvu9GZ%%JrwK$!H80q)<5kSLs@6%=59>aZp^|GRFlxGSN9szy
z;GG9w-*~$j&5>bx2cZl}hM%eKAcgNqFZ^$|@Ga&AIlG$$=!>1}!Y63;oAj#;=zaG>
zFZgeMzLps0bf_~9e&OzJWO^0Oh57*9LU%fIus}06@fKia>ogH^;Z%4Io8~7fA~RlQ
zuxAjK1Xftx_7pvHO&Q9`b^lOwJ|Qf{F+_Ukqqn?DJ~J%2wBQ(STnA<AOB96GeJY#?
zky`)RY(#q#Z4FEE51xE--1e|-ct`3%&ytl{lI5S`7k2v=Z(1M4lr_iDjco>-6B{wD
zyOE2iRF@5MUh1n;B{lV=IhTh$&&$6XxFAZkc7ZentOvm+tBYHY$*Z0?zO2I6-N;(r
zNEX7(ty>BnVKnRo`T2VLm>TGGn^Bcp&(RI!atgY}d8Si_Sdt%$#2;mO!44b)xHO~v
z?z=fFSkXkz1MI8mNu6qgTJc?-iR@%F!)5>0NmD>)B$&ogiZvSaPUtn6zXr!=s`(Y#
ze9ISjW8NItvrFeC0OjCzU=TY3l**M)VDcPUhz8>VMv4ig!`q67G%o{?M+#LXL*;;R
zdsGQ&$<e`h9jY~z1gZhbLJ4B7WOv8ew94LcKg6l)cx>sEZC<0&kzcZrV$^KD@^q5y
z`X+U;GecX$KIPj-)J9fL@qp{}=KlMMt*TVH6xj70qeH|T8NA*YcymPHdgUJ;E@a(?
zxQ*{hm49}X*fdLR)_DAm9{hNQe)RO&W2BN$t*e~Zw=pW)x;g0iq)O!m9t3}-->V4$
zGsb$pQ8bMK525KsuVolh?(!2v(x4e{2NUc!lgJ|If3=pfPOSl>*_*D<{{zE*?0;?@
z*X;QZ${>^Kq(QywrnOl<R}8^Sc<189Fv3KhVk^?Z51|#Z_(?QxQxwPVXmX>P&%tY(
z`?FE0i+A+A4quxzCAC1?UQ8kVm%hg@c8Wf7<D6#4?LC)Y6aV=o{};Xq@Us78@N=o)
z#)91%mE>>Y1}G#MUs@}Jaw+o}M{c4tB#H-g1j)dL%?{;a87QV4AIJy~1ceZ7KuN#A
zgKh;6VtudW@UL2YTeN`51Foy5n!rj3U`^<_?>ILuZ)zuLKKBt~aSOF8CRgLk8=P+(
zJGA?RIZQ63v&ODJ+|sO&qqEAGsRvKttu<Y29P|l8075j!V8&$Fb#;x><)M(G1a9dn
z%~1!8t-k%_qSoz?361UZXb@+1f30*19_9C%WvOZ@21|9k8K0TXHQlD?t{Z~GLr-%+
z)m@uRdV{3_Kx*jHQ3^s<(DDZ(xybJiT#{i2A{iD~Au84MFPO-2@2Q_v5Gb<f*rLvX
znB%b8FmK!V-1cQRw>_(6ggVG>u0el<Z@ByUnAkDR_Zo(dnZx4U%MgKd{BH3AQ|3^A
zH;aQjqC8^<X*29fWu=Hy5@pR+YxTvtg?CCQ@&*@uHi?qbA_%l56Im&-fT0H&bXZUI
zhr89r_+GkAG3A$MS1qKT1^ym5OR2KvLFp87a?dw)2|`QMJ3~T<*P^RApwyjD7HKZp
z?o7lrE^$jr>5JTsEg4THl+)1KUsu`7?uYb>7nX)0`*w$Vziz9P<Y^&pQ_s%gQ?G7P
zUo(wzx}Ua{`bmiH`BU8!-&b(YEQ-dWN3u4A(yvWL{8KovoMW{Ad;_M9X(T%uLdLgK
z--b`aCwJL?N0ntNVAQfJi%X3sE8K4#JLR_A-rqF6dkkn>lWI)9AG~XF5j7gvio}R!
zE%>p&=3d%v{?6p9(9(EK+=t|q)>r$8U5X%;o{5^#u~zz7z<eGhjH><5QJ4FOD@I{#
z-&md0j4KhkKG5{}Q0ZV`GD{1PNOGc2Jzr9VhvkUH3?zvm6i&jTy4y4%Sz<MxVqb_T
zRFsApbYM84FE+NUKfUMaBk%r(3f?B?_|fW)87=kxbZgLV-X_a3{Vo2c`J|um{|EK{
z`Rbp9-Y)T@1bZK*S+7ucCSONhE?;g|+uXD>25{32+PqFBgG<y^S(xMt!ep|?_bsG+
zxH_KY5toi!U>-LoOR<hz0%F+f<@FLO&y<<GpP+3!VA*ZpruA+gX<L7LKmVGLn?1S;
zpZu8Zx#k1Xr=brppDhb~dR+J_x@{-czBlqg1B<-JD6Z#QDV`b;vmYNTiJ#a@_r1hX
ze)m=<*cFL{w}jW0??b(JR*qjkS<l^twzyrjeQ(qFUG7c?#GA@dm<yxZ{EFi~Or0s9
zQnq{4kN$8Q(Tn~`Z&}U+!H{Ji2$w6uWZo2CP_RSWhSNa@Y+yBLpTkHcVc!}F9!!=Q
zBC?OCgs`+>Kn3rAmBs|Cua?I>%xAErx6M~1Di2~v#B?q6x<}6*%+L#+EXZ}ceO+9I
zz)Go2TDVQ_%=^oE``Xrb)ObD=Q;o=;w-?;xjR>fp?s>RHYNY#<rSLym(c$6`mCuN;
zrkGU4GJp7@n#12yf7qne`&w8nM{S~UeI=T|O>r@XxBUw3eVqAv<)Z7mpEshkKb1*u
z_BDS*abs}~S$^Yo@(~Hw4!R-^`U4Y8#@Us@F{bCZB)KjQ9%(R$hQ4u($eBQgMpFm*
zx4niZB?Khx{+gS#x6t-A4rO_rCpoDQ1`loA{>n1k#K9;Ls3~_tdbTordN=gDM7qYZ
z#x1Ph5}IdM^c<oi@5D2vxNyxpd~I^u%juOXCWEv5rK8$CNB(%HXIMjmo?~kBRIi<^
zEzgMGefQWjTRe{gX}Yjm`D_&%*(um(a%BPa)rN)r@a<?i@K;N=5mcS*?iV-;KmsNN
zzdOe;8xY|Nex6!8wb_YlZx2m0f}M(7B3XDS`o6bT*cc`ATP-u+NAo~8u<4V1Fo>37
zM+o!D1DP+qI5tw6B)nXBL8@1VI1K6}uTunzv7~N_`95iLd9e0?3`|KRxhw<k(AGkh
zL(f|J$c!{il=hH6pPbE-9JJ;Sk1FUHlwpFUA7oTK{y4gFeSFw_ywFtPklq|g`(uN@
zR{;;X)m;oQ2he~bf2-pqsMBv<J<l=8`}W26A^2LJQe*gG7Zd3fbnF&5&oNZQFxo5S
zM*MY01N?;8gZ56HYU3-|@;Qu50y1MWMchmEKnrzdGJ3V9P`?`saRE{?r{5P1r3+x=
z1J0dnJ@0!?t`EO{kD0?WAg!E(&$qj)1vjHRtOj9pjbktS1nj53CXt6L?ilFw7z~&i
zZB|sQ4q8XIXLl-1eJ7MGZreH)$Jbzk>H2;R5gu|iCyE0NbGGE(-<7KCyl1C+fCO-f
z-<kaxG=W#k_<pX1lvgtzolkcjC2xY3p1&4aQ1z!<(0Sde;_lu5%aLA<9)y<r)9E-j
z=iG=dVoov(X(C-B&}%1N*B$7fazuR?k~_ab8N^T3otd3Y)M;i`%~$C@^w#%y{ES3d
zKn|#;vaT|nV30$4oo#Y)M{Uq@z};_Sa=TDmfwm=o2aEIyG#hEO8MaMN1Nhu^y-BB(
ze^Y1PeA(r!G?Qmi-E)&cg9}o>)L@n~4JHkn4TUT?Y>4>4lO5SfEkmp~gpwYwN6y5l
zen<i-$vM8n&JJ)}el-0VFW)7$FID9-&4mXjg%K<!RDC2a3=`>4bIls7A^~o4y$`)*
z-I?d;Gyc+y_cZ;vs8!qHy$y72I8t%5_u%5NqSgDXgJd$jXwrqcd|W^N&8cBJasJEE
z?O5gisg0=rQyaDjrOV1pYlfrSl<iyfpoZA9p)v_??@m#XjYqlu&G7V<mm5bQHMiMc
zLi4PA1xm(~p$$v^w)wS)YzwsDn;+y-V4Mf<M_k`seD36S#UIdL_Qc)gRQ>JdVg~46
z&u_lW7`ZTxW8{+`ldMN5=$JM!uMoqM_=iq<Kw8urgO6AVxt{F^b&(TB-M+vG|46H8
zh{=CqXGWx#!cEe|<ZIYR$Rolo;h{8D2-XLkm>J+wvq)aJipJBF#<zLwOKVwO**3fL
z^~*Wldv^_&RVb?=O4vNoV;cc~Ob?a!l4~G0sPm@&aJ-;Lno2)kB47z{s*$zK*McQy
zJA>|pjbnFv2qitJfR$4~NXZtlHxL_2roD7Zff4>gEBGJE20c?>%Nr-K`>22ke5K<o
zKJaHEt<%-{zQ`2MQ5|6Q^Z(SLCOFSvo%e_aG9CbU2}P!olO9odB-$^xdGam*EUCX!
zZ{$;_%RhT^)S3-eqf5<;PKQH7L&0;|C%}T`*G_YFX0TKG1hGkHj~P{!n4s!D<1;{w
z<Nsj1FKC)nA#o>g5LtC%68lAO^Jg*BYOh*0fB9Tym~!x&Z2Qvitj)i2!|(9Ugg<52
zy#kA75md&*Kf_Ulss{b0Ih#YX&L>%j8pM|k8JWDaz?gwPP+nS};?SYO3&o3{wH~Te
z-&~?ie6~xt&_TBsdP2673@w}Sudn=+(Gl_)GS~?xWsT)Xjfv9hD>c3NFdcn`0Pjgc
z*r2BVMtTys_0xUcT3ZWvIcKA*apb}0S+Cc!6zamhG3B3U;`H1Up7<_0V?0Sv&tb-m
z15NV?E}Zvrs42b)Hz>LDPq*j8ol;&0d3=!Il!(b$Q(15=?I1G{bneEFHWxJew`_jL
zi7Y*%b@t3r`~6$NZy~P79DzHauL?E31)Za{=EKCvGuMWb=~3O{jdgIE<(Aeyv7C}j
zylF4mZsG*FV9@RuIYbK2Xj7N%F)Z}V1r?}a6b}nKi@eGntB!*5f{maXQ!u3TQZ(t(
z$nS*zDT<PgJlm81DvCVM+!WaD;F0K><b)9HtdyBY3cBlA3q1jkxpV4)C&Yd2$`}~R
zdkl^{8qYL*)aoIW+~lqxY4+c@4gPf9mT_t9zm#aX@knM}V$EpW&^^9*ai4+YsMc3z
z<R|g1#1>tIQ3|00n`P~fE7eY;1{mVF+Y1h8)t{YKMfV7FWf0+?QT|&QbeP?PnQU2!
zP2*)sCU^nGBxQA`7};w*KAcQ;w26K)pU8(?3b{Cj2c2|eypNZ%N_n43gQg^7`s>#c
z{hKb75RBk{O_JCw(V>XRLaHFZna~E9j+VVo)AUSTbDY}trH>GRRBRI<g!kdMfGKX}
zse0x5PvBWTC~4?_@~MyPlZFJkSNwcj#`WHp26?n7RBIKS;|!YzjHP<6cMxj9J0j!t
zVt>Ux9H}j0h%X>j=vY(Hx85te2h5)dG9L?>qDDsnMbb4>e6%WMP1B5_!2FWAi8s$I
zM2Qrl<lYH<X4g(<KzZO)S>0?{1y7Ruc4k}iV)G3P;rf1sO@jEP3xL9z=^EGxa30Os
zH%-0WL|@@|vcgiW!)YL_HIr*1Q6%uFN-QNGt<z{^$&=8^n~DU9SD{gBc(N~ij90>@
zd!*t4cjHWCe};8`;Px*FLS~gKn0>%;aj3e!JJ{O=MzY?sdcSbdasP0ZYf{s7h5E29
z1iNE9%!CNC?>DGIkiu~&Z#N?1xKger<2}3%#WJ$ZRHG5ZVG4LX)^R@X?X)$(M-_8T
zw9NvxWBd1Xmk>ilm?u&7K?HFie>n<pKWXI&BQe(kB6o=bJQ>e-<cTZf9Q}g+D2(zM
zTF}gGJ!Lx&f3f%F1b7CRPsi`K@~^QdiEV{)y0IsnUIL@CaKHIb*llX(_^t|io2%;I
z*2$zR!#p3f{JItI@D6v8<Nv%5IHUX9yhZ)}r(Cl)19~qW!-_c-<krQs{`~Ejy35&w
zj{HHx*X(*hkD=+%AySHrOTW@S=J{Ilyrf2?Mmo};wSWHl(tA0mKVUa(82e&j?gSs>
zb7PO_@lPkq6>xOtzikqGJCkiEzI-6>)Mr#JlI_ipmfO(?N8%G@(n5AjGP0WW=P_9=
zYs<q!LpKyG(x46W8coTzTzi3!#N?~f17=uaW8y$)LNT>ZmqqqaqJpC)$SesLhJ)*l
z|3Kyk5eqGbYFjoWtC8{IYgAq-|BIBGjE8|6Jz>&mwCb|dr^)?<g=%R7VJ^EPS(~~t
z)})ZG_K7VUwK`2T5bWUuxF8s0FIy&(Aabc6Vc+OOtGO5q`qH<*26RD7)qqx>;0V`t
z5EDE}XTAO8QwiRuvOK?`4#33C^RR!92b!+oBAat^aX9P!*YNm+4DO=pr%BGdP%tXE
zIC2Yk&SK8ix-4kn?oSttGS6Ne*pGktl)NN*ShcBP!h*s180YO9oJaNRoq$IC+Dr2K
z4<8Z`w4wQ7y6VE~m@TJ6XdymG|C1oJpgx}tw3jSx4R1Aa@S0Y{rY4AsQ*sazV<bF!
zn+!Kd>Bm`yLsV$|_6lm`V#s1BIbuA5ri}R-&6WW-W?qKbTl>T6mdmr}t6s*S9o8M?
z&{y$sK4C5}qtqXYe3x<s_qrEGVw|Y65tdl?WbpphwkTayq1;fN7#f$aB`Uv!&_-QG
zw;5&5>7fNG^@nQso$nP`sqC1ZjR<@14yP2JhzMQf*3@)G<As{qU|ztDO!yaC$em&X
z#2lLseS325rmZ?n7DcB=R1{05u!@$z*|mQJZJMKj!yDeELs(XbS0cnT;-;{26+gC8
zreHt&-G5j*hAdZu^6b0gWUom*{K|K@r0;Lf6-)Ibd780}Nm71RzO+>F-pvYK{^8~!
z!A<4iw=N2w4_603RA$03_+%YnNSx%A>$)xH*FBnJ-ml2FZsl0xn#@ctVQ@T;o5WfO
zK;&^1?&gOir#B_b4v#C@tv0ziC2WWPcLkk6`$n)FsDobb3h6apJw{i=Y__z%FU~<8
z-Y-ey=+3Z}T!)V69p95jpqq_#Mg#_RB}T2h$&9BO6*?PY8^#42#K6!xU1POn$qJg5
z=MZHc@~=nIb)Q8Kt&uI2rWbNvDEklI7pwP$8!H`<IqTz<d)1RW#OK83m!y`^^pgIv
zHuS51i*PvPGm0JX{zX3{RrMF2+DQ3h{O{1Ba3+{78-2^f*(WU175`bta7vsCHw{D*
zpnrco!j;C)$#}xbl)Js6at*P(6+}55J11f1&MqU*0^JY!O(%}p1`WTx_{!&Pdq}WQ
z?`w(!)T1r@yB;{;w>`ux?r9)CjF6fz&!nBkwfH0iC&oJ!%;mdw-^*M<kcQV&p~2-j
z1gDI?Q$@%rX4(TYLin4gr{l7}dMj}=`^5XEa>*_u2Q*A?va3o)!=h*;PYV8tHN~DT
z?~^M@kvGZw@Yguan<JWi<=VK{`hJX)&yYA$YE$LA=d7oKJagv+%DfRpTgQR}OMNUr
z0%0XhewRR7XF=}*7$3d^2yT~S<Ai+RhjefLg&M%?l#%;z)=G>i&Vqt#1httU*#>B6
zue}A~ej`=7jJ**eL=FeiIF;|a8EKY1XHAZWL7nHTM49Bub_TdjUGGo7>XbfpzbLD~
zpD{*f><Ht+>Rend=dD3$n#E9Xh5w9n0~b!m`N41d^4{iB?9V&dN{NXQKx%~PF(|0K
zmFENqF=zua3Z}fFrMq7_T8m%!r(Y`T3W7WPQo4)6@#1LjaS4aa8GX|pb#C-dRd8L!
z=8L+fWsro}h<#Ys*-zCqa^L-R5eyPAJJ_ozlk~p#v#bYy30kk>a=N(MHna|fhtz6#
zl1sjIvg2NQo<riu>kV^B9Sbkbye=H&BSYm>8IBzVZRSj1AmL6$WR=3|lb6fT>et1?
z!C^=Hk~bUF0q%fEQAG3vYCDY8T`3!$!(Z?|0;E~k+2iE9m^1KI9Y4SjqRfb@H!T*}
z{UnitJ}fHeJliH*$$hqdhSVQB`tGZpf4+KuyDpk5*<H{aG#i)Gs)DR!89#gD!3i34
z<z&tE%7v{z3;GW}z}iUUI1^NSeSy4pci=WzaSwSc{^JksEP0y?{L-nGV0+;LXy)E8
ze!Its$f;D@Sj|Rtz>Q*lzjGO-;G#jY9$9G{OKo+<Vg#$<@X`L!CN1e>c7z%Su%4sY
zejB^o+iSNYW@_(mB_-i5<~eEuklvRU6VvlfO;^KE^09>q>6IY)omrx}5Nc5~_kr82
zm}n>ybf|3p57)C<ttJI=gMNd(=TpGk<ar;80v=D+9gHRumgWv%ee{uydT6t$w?NCV
zyjr1is;E=1!fNY8ejp|8#{!;ZDB@OqrEz=GRAqsKR3hxxBimJfgB5TrpHi6Vum#k-
z+qTBq5R!b$w(~;C|K7s4Gs8SL^HBC@tVom|;h2u+0zrx}De*5icu4@PK9KUI_pW}#
zOo1hxc7;u>Elr0uA;nGl_4^?QJ>=MM>!Tv1!=b>t5s{m)F#CmTg1GytvLBsYi(U6p
ztv73%b7RjWSqjKbL%VrGX(!ho4%VJd<3;WEs$He2n>NYi;=(=#C(*tKijz_PO^i==
zVwO+OV8&oRO>b`%#Bd3(CpCo|4~?6WAQnA~L3@I79gGM9<g6>xZ`0$dd{<{(r-ljB
zr^1pGF~QXB_kk^Af!BSYpXTfXu~Vda#_KT``%?qe0F`pQUzYFn7dz;AhQ+)(;ngEg
z@Ac?x0`QU@VdGP5N!+162$^+bb^^9kN28#F^B)fh&u3Y|2BD0?<)U7H^b^F(_FGm1
z{aXO(Xj=?d+s~YqIlv=JMHx?P0?b%WKw83`%z7-}FPxP2eE!onK>SOPdfJV_m0Abn
z>kZ&EKFuiv*dqiD1&5gT-gp<4`v_0G+5&?(;>SbM>4}i}!`h5W-X);&+0zW1J1$<%
zmg@8d1WhV2Z&x1!xhLLnl@l*Rl>-DxC$fKp^H7ioza8V7`u0HqjAYC(-Vn+^6STku
z#?U$)I&S+J4k3UYlk`$`=0?)%2a^Q@Mob=Nrr(bJ+BWBV6HY+(1`NXGE+=7j2j&R|
z0i$AxBq#XYyBz`J&<nspx&b&g_dD6M1sxAo{RhQDd47kE{{TMyq19O4(Ywe{-52ha
z@2Z!;_gAxzS4G(FyB^W_I6Ra8j=y04#go23?*PX(PGH6b=&*gCZ{Irj)t{)L;jrsp
zIXyN2jPgM>Qv$d18w)oekzLihd41HVeG}K^-Gw^YjPe44Qe<vSezai1A7)-^(i5U5
zV{`0r<uw6|`pfJ<w+SH4<t2shE6g(Kg5t(tkX;U3MKG%ApCkvGI4PUSpTC<=$zon_
z`*fZjMa>f*<1MUzk3J+Ii2bHrrcQ0&MBnlZsX{xppeD4u1!o+oI6s`#7#(oRb{z<#
z9|La3&HmUIo2Z%%|IfgE_7+y_(?79-Nl;*`sIJP>Qq^`)A<~H)59}7A#H>N{|F$@~
z2Euc0a^?NcQ?4T=c!UrEq4M#G%C4hM-;V^H`?1YBfg~Qzs+H@fPyU9@?00@MlK1K*
z6xm8t_8rIRe%a;C<Bqv{gTUN+R148rM6%y1yN`B5Iab>T3vf`hCt)@!>v^E_Y*)B6
zMBDwSuOXW7cQAt)nzaZ5(Uz%rl+j*%##!6mYet{9D^nWJq9Eq}8tto5aDsJLG0pEW
z;^7=0>F2%bQT=oJtxC(gkZmf;pM;$}zwv#%+R2OGufK-!gfl(o@2*;PuoR-@)ji({
zTa*p(A}C1Ml|U^F6iGnVXeryA4msD#=f3Ruov5tjP5_&@DRG&rc12~oLF^nzX5?`(
z%@P#=wA2RPeWp1eP15X9PjZnd-=Acbba#lC^7nQ)z<PYZWdv(gT>@rtuVIB-r5KHJ
zOz<9FFlE_Ib(|4&C4V_nac{d_@%yiHcu@Rtoak{>%4^+mmrtcH8(+Fm#jn;hy>=OH
zGU<@KAB>Bf9{J!EjW5XJ%Q+Q4rI)?|S_0Z}o(~N7F9;!Pc>!?y_LbOwy7eyTA*M8v
z!zSmbvg4fj&Njc{yFqbRJLZ;m46%&L{$pBqbFWuDYh_DYU#XIhGnEYw1c=X?2tnG(
zArFw01oJ<gxvyg<zzd^HX#;(-|1jrg+)nY<j9peQgCA<EI6N27|F$8jVF;N_#{;a3
z<GYnQ?p^A7od=~5r2A4_4&myYr_&S*0kgQCJVubW0!Gld#00Pa^*pxv#WM4VQA^y_
zq^oqm@1I+Xc(=`N>+M7{+J6MhQsA@q>7C?XcXwCscISvfTQj8b)v|*i<_JBOnrEzX
z{?pnc!VQgC0Q6ja{m59hZ!N`=OEKnXH%Y0T-Z@|quc%_o?P<K2q#vkmKL^4L3{A_n
zHH_Q!YcjrX3(lk#kft+8y#@R7lM>e{<FQ5*!?oTBpY%L1GA$te%likvZ?^3Y%^Ey^
zBn`zGN>8p|@;At<ZCu5MSf8x~qnx_WNkYTZZn0tOfiXUDp7bf@NUGI|pjA|F?`rpt
zG^VK~?}9bFU=D=C2HyI5qr8Gxd!di?sWc)Q@n-`asV#Dv!e#a%O;_A5f_H=UB*Nmq
zAmvaT8!fBJnQofj_QV5#cU<i>wJTv5G%}1q3&OMgL>nhIUBKJRO2c(x12OA)(6ny5
zKm7CAI=oZ1^11Ff<LqU;dNjvoyyU5t(A96|<z6Kk0AAaosH)GlpMZ$ZHcfHWn08>r
zY!gGu3x|S}=UB#>egi1lpDQFB9;TNZHvfE6mNjNgsSN<XIzEO7mM8B!s4jW01_Vk8
zX35V3O`C+^+oz=swqZorlq&wm(6U;3)m8Ht&Kr5kQXX#iBnEY0UG>VcLXpYZUQt3#
zBBM$tR0xRA;YI=}V7g!Vp42_~`8?UKZ+?!7*FrI~Nm-KOX>rz<p;#;?^O}!pnUHh9
z+;)Zk8?sMs>Qg|TzJbP#!q?}ge_w;i3jiuq{{kvRKESZF^cV050m4!0R~fAMDCydV
z*eZR3P<lUs7E_$sck3zmiIkWs^>&do78r${=whQwVSCynBj(PCQ374jW{V&i0&Z<%
z+dru?|9sK315&_Bys0o)Z6JxPUoA{<i2jh{j)%7v?GqHJ<8-N9Jv#aPv5qN}n=J=T
zG)wsDDJJd2mxq=wgmU(6xIYqwk0S9)@q<poZW(glA-18rc`;#c@9&VEuS0#@Cjc~a
z9ji!5Mp&42FB{wYK>E#tf+&2!xgTH>*i>@pKTo9llxTlzErG(s>><~$g#Y;*c(qR&
zDl!>w^r85s&a8(Ga?M_CJ(l;^(tY0j0dl?XA98+h6}L7H$n=gY7kqa=cYLfrNXsdK
zFTnx3geQ*sE<ITuQ7^%$UD`&r34rpL>Q}Jgi{UgQjvj-0k+zBuYx?#G7g;XpFXs6H
zmxHVy-z_5T7wp3|i7~F%Fzz#k9rS!0eW-zR;7q9TJRh%?JN_DjM7F~pc{vdZ#coaX
zF*qsdb^qMW?aBe{4!yuClHBf-Lxe$%gLPAP13#>kiPs!Wmuq*tDjLcdlC$rZcnC%=
zFzD=3u+LslcG?hhJ;Ui{cgSWC>L+O5=S1G6(%hPRR@$81CXozd2|4?j6;hsW$ab2k
z-fHAd4kl4guCd(qv*fc-)X%oP$te`Huh{~2Q5BKD*EB9)dNEPHBwp)3n)7;4mzjx{
z8$XFGUkexZ<zy#Mk68h!;t|YG?16hSXes^J^FAn{2CvLQj%~naB@WY?=&_RNaO0*9
z<zLoplq<<AyKI1t#bEBat^GTO%(?-{Z!~&Af?lg22$4R@&R`9-ek!<dcr|;r!pHAn
z&XDRhEy&5<m}S|ZL|UM>6KQis5u5C><W;@&ZLzt6=<{EqjE$cf>u~^#MK2oqKEwWQ
zQ|)~@O$$|1`C^r>oSK$$kK8{FEe~p;S?)ulRpGX$A29H>ZO~um?CIQT&<A*%0{5Y=
zsF<#%XGarOJewnvRsgjncueE+lr%&m9r_BdIrHX)n0X<2c(?3|RW+s0di(K_o;PLQ
zZ6S^F>E|~V3vRZxmShkQaTmPLgp)92J*>0dc-SSk?<(g10Zc>dZQ=QiaHLioiMGU|
z@m2l3x(tigmWWZ>&9%UAN5(c<`OJ~~>3TZl3SxC4Q`oO=Y{v<z*b}oiqo}!eg$|aE
z@aA+c`=ihGtjGh3_fT&^*?o0?4WnJ8o$`hn6V7BxAfe%^%&g|xN^F%xV@gasmQ|(F
z&a_YDh@j6uU|PWhgcd)ExG|r6BBuYrFj8EpWSH`8!<H*Ilhi8sotSI(AKiFA{rA&!
z^d~ow);w=58K1~d<+fRVdwE1}yEp6mOYN@Cu7La?ZEaYYy=Egl0n^wpttsJZbEy@y
z;=MY0H6&nKo%Pz|o{!Gc$}>R7P8xyrdoS1AA_P~G8D_AQRyPhfOOCmRNhX2L6+SA;
zLMTn)Kv4hX2FSueO|@*n7n&+peel4AxmzVv+~IS^(pay7hMe+XYr*BTWjYuHbh==8
z`<c48gN4;&b5)K=_k_BSznIe0d(R&9SaIYe6%KQK=UB;Qj8AFGtqT+O%znnTp(80R
zT0*B@=VmCz(D)A`q=FbC#fP7hNO!RQjQxYppKk+@`-!E0vesfEy6ynd@ztk~n8ZXs
zWUimNV@tb_18vsMI3lh1K(J{r;o~a|PNJOQqlKokJL90R$1v`)q7y9XMC?!5=B(4Q
zJyA~tlb$B8or|xMU%fM%I*p`{N5I9KPJrMA-8scFNgJV$b8D)0kb)J>=O4WR_HK!|
zrR#g7*W44iuNhZg>g%Hy9L9-Uf#Dp@kI6CK{J>28aWzGIzAs3H1oKQ1u6vq9GsNqJ
zX=|Gg=f!ku)#!#lIv^ByR6vFGM|v{gT~#?f|Flb|6r||AD3g+L$b*O2sJpP7g`o^G
z?;(}MkIoNPs;3ESAe1L@rH2XQZ?#BFXRgC8@qA~-CkKS+X1A8y$Kv4g9Gj(%Fscdc
z5@%)18Y1HL7gEA9t8j==x*>wmeiiK{?SqLy4%_vafjZfIS`Q2(l7I7$p<yi0l-2+S
zVbI)1tCyI2(X^_+3c3_Br=0VccW_{qjNE{IfYSTNgGV|QZG!OGs@W&B5~1i<jm{?~
zwIm+x8ANv<2n>PvfB?e|zimSrfEX1U9vNODUmBi{q7h;^DISu^K3yBqXh#{4iJqJV
z{L1|zp{39&9KD7I&*6u2FI2{t%28hB{)Djd`oHSN)XeaTyOBP>6Kdbb0{>e4VA8U>
zGn(3W;g9H1e80|4BmXsc)G$(b^3_OO`$d8y8;93*=pOu=;^Gs$)s)Ukmd3DmG2){9
zQH^7bm!*oSozutUe7jJ4dNnE<`RwP(lxyq#?i7$;z9@R+)@#1@W{Sp{HxVmh{br>$
zdrC&ap?;dTTycc8;JP@YZ%*i75lYIOJR!O^>)h|<v+{Qqe|nr%V_c;l_7#{I%2JpZ
z%AI*{dp=%x!yfBWvNCEY;Bh}!)^Yg4M1>5QGMju?@`8DLQnS@p1{@gO2!6&VzaYy#
zkfsrEY#OQR<zlBFT3#^aZKo|YoH$v((vZp1YCdPZBCE&}8X8p_LPwi3UYxNoZAHR%
zJ77F*G9mZ9HZEryYp7pN+Qyy!jG@pt7*t%+#jGN7q2N?7MviXyg_R&%I#m;S90m@&
z&lmdab^SI61yu+b+z!0mtR)x)ElC!9(La;lMve(4X}<9Uus_z{R^A1z=@sJKEFQTA
zi>hakiOz-AAR9d$772r$;HtTb+Ja%ey5;TdN2JmXE@pYgchW;8&~yU??zO=PByp!B
z<KkAAWR~}3&^KVys5J$|tqHuxS6FX*oX-JVoUtSY8`K${8*0>reeu>6)2Z7l!&eZ}
zYc*OahAiQQSCa%Uh*vcq$p$arIP|c;pW(}}?F#!;d8PX&Aflgq2G64K^DQV45#_ec
z%wd{%ff>nvlKS_)94c}flJU!w7i%v%IE$Ld|1W5r2P4~~{9Q^TlXIBCc#2EthRYzc
z6q(vuZv*#pt=2ll?Cv3zOf_0E$(9AX$~v2_J9w#l4&M|Th=q~;4Fbz<>J;RZzZ@SU
z^z`n!b9Ff&!F0D&l@i{(=m%~=mo75K^sk2}q4(wO^^9fXNX~qu<3JYc=N_$faR%6-
zZ-p-i(jBJ5%DN4H$|+)Xb3A1Zl5?1=i&CN@Vm9l+ngtlrF;`{M4F*=n;auXf&x6BC
z>R<nJPX^85Y+{P{7TyDaO53+rhrf56<ct1y7C>c&q@((Cca>c1F$EkFTp<aF^zU2r
zP^u_(9QNO+n%ZWzt_+u@!NWKa?9kFV?l4tEU(fp>VDu+?^~0Z3idazlY3fn{a{2c9
z>U0={gzq7M6ve8AQ6CuAT)QO+`B0gNyeAh&7deb`F4d|%^UK=u$5$bd-iOQHt4FKV
zy(e5!+>A6GC;gO8D8#x1w5{EuyD@L%1i?i(Dp>zCT9Xm(8R;#Vvq-cmHL`wAqpg4=
zOzgd1lHvD>a>o}I(>69+5zd4!sLS|LC)!oTCG0M=TPU<3iC#fe@JoR)g_sWY&OLxe
zUZPKLqtJSy*{_J&wsVS|S7E05Qnsx&>r&j$yFC=OGWj`=r<tWNZg9xV2vl!3bDqVy
zLg=M%u3r@=CPa6Dzm|!1k%tNs-Gvb~KJIj`kIlIn-=TAt1uS{6`^%{v@ec|_54srs
z{hMFMTgj+8OF@qnV4t2E2cux4Wl3zK0>gAD;!C^-PCK~E&NyFqB+c^hrN3gYXD8a7
z1&;cSK92~!L=-6zlQ^|&WIpuy^&{A|C012py9hEH>zjCbb#g}njs_zI#n@#jeESxO
z6(kNmDTd%^lSz3E5y>Mg0rWLqjVel^^oeI8c^rtAW`~{qWVIc9Pj0K0NsgN{?P(KW
zpx<jQn*Bt794v0<KdO5GmAo(Ky$=9LizWY*A#|$rRX8rADr;J_9Ujd^e%y<ZqQ>aZ
zWH;P)mVDz-Un_Y^9>>|Ld=iaqmA1ZEz9RvEko&b9U=ndj@pX<z3%ekUwIT3Qnoy0N
z&xBo$DZwtA8=qIejzpV1POtnBzKBlnQ4=!pxCMw~qnbSeY^=wh@q+2Tk#lm{@Us{N
zgbCLW5ze{|Rpl>fOx(<h5odQ>q`y6)OS}YxPuFE$NkcQDXGnpu)S&B?pc^YLD9`8G
zOY@<Uj&$?_7e8zc{UsA=%DM^;i)TLi-kf-a2hHnS(^kw0+cB5}C_2{_i7OS5>ge3@
z!E%?QR=SZ2z^)rmB27;XIsZ6^NV}Hg8`R+s80-Z^gn#f+C1~ub{pN(_%-mf|WAFNM
z{3D#6#%!BZ19w$H6hH?1+>^nMEcvJ7c_@{pxc`<ah2n6t$^g*f&#XuRo(9FA4Dl)e
zfF?PV^hlCxz3!zMC-(-Mq^~TS%*z~I163-u>*Dxp+h)68aAm~yj}8r2%hB2D#FH~z
zI5Z-^eXx4DG48cRCsr^cDX-k8ZTbguR);0zKynB2WPnEF-J$yHBmT|;MQJVWkPQAD
zB4Aj{6WaV|hc+x&AoK0PY%Mr9mK%@Kr@gTgAQ+Uh)#s+od+^zs)>P61r)UJRHB}z*
z+-W|K6h5XZk5xFt`!J#qld^_a_Df`Ybmwm-<|ZL$T-+%6h_)0HiVnEi0W}uwN0-o%
zxVnOb7vhRmAKqUv;C$t6U5MS?3Sh|{G#)PHP%RR)_N6gvD`PX%4+fn-;3Ol8tx(^*
zjzkCL2VU6%0&t)^(_y{IbPf@y0-e+QM1?07e+)iV%@dpdpdoCl73ocq>2<s`pYuoN
zD^A0wk$VS3gmC3&V78lZg!w|tqpLP|zQ5T?ABTiz<s|Om1#D0z`ZGmUV}iSRp*Okp
zT^?qNkndlb2&6U1Xk!xh$bo|11+rq}H1=5%5Q-t+F>z7-+t=*nznP~wk~L(KuipN-
zm4-sbC{}xxKsc1&cnBF6$9SC%QV@!;ZxKk@ax8HDrHT9VP2sZ<KKA7V1YlN$ewBOi
zHrqa34uOUL+NMZq6L+WkhXg|-O!4r&mQOsS$+y$0!|FW$nu3-*6z!8Y;S^OWkE!$u
zw+Dz6?S#y#wzKqo&8b85(GZ&*KMmYkUk<N?xb-2m(yx_nc-+aPU2qQHsvjlQw2Mh@
zR6@42P_w%=-%O|E3uI_qFW;HIDj2^>ul2#4G);lz2=yU<C<C0+M*!W{3HyhliHM6d
zKr|rU|FWZYi9J7PceK8W)V7Mk%WzjYdww!q`?X4i5hc8~5lDlkn7eo~!O}r<mbKZL
zx0@|sydv&?l|In|ITi$FmxWfOTY~v|A6YcJ_)xH8_EV)zJb(Er((Xsy-@68)@<}AW
zUOYTqix6VKr|a}l?2abS|0+88FbQn=tjtSiX4n72#-2~ax8px<{^y22E(GTD{{`T~
z-%Q}xd;{fv+@9^GF=Mhgwd*dW?Mq3Zu{C_2`X%NxNzYeNd$}S-cwSb+{$Oud(QFXj
zxrH{zO-x!FwjD6pJ@{=Rq3C*CmcQF(|41Q+=Hi`O*-L-5utsjg?sl#{)b+;jamwjc
zC9&#TTC(;Mb(+rUJ9pwnz-lZ(NttBhphS!+*r2T95%22%7>Q&wl-B%kzaFuDP?Z)w
zT>64-wm|DK%;HGsRs={;zGc<FacKQ^(pM@)VQ7pA7IuuAe*g$454+|R;wVV-nE(L_
zzjsI)4`#XpW+pxNr-x=RY<Gq6$fxw}h{u5=YBtBrPi*;MVyX8uw6gpKuij{rT9QJ1
zw~`dv*JSGPRWA$rN}qQdKVk~~0^}jrC{INLG`D-xKsZ;n$1DB_ZfE8wIQ<Bmr<Qs2
zYANXc_Ku440eR?0ICPhKw%SMtgc@wxG<^Fg`~4S9d)4}Ci`GO}6;wF9Lt9;hk&GL+
zDgMg~%xYJqAv#nyasZ&|4qYcux{|8`HkA(>j7u%+H@KvN0rOTHiMp`VXg?Q)-}n^<
zV_4dT>X~@o5{S)cuK}BjcU5}6YO^#Rkd}1icn=AAHNJD{lrDJ&VU=6W_u0S&5vi_@
zSB3s~9;4r<1=Phm1eQdEb%wu4eseVuC2aAj{*&_N<Jmf}?M{o!lL7;JRZUtB9H#aN
z)Jg_IQJ?8t&vW!^1i1AFPQKFT-iW}1XJEFxRI!nu4KrQx{TrN3^MhJ|&o^CD_SH$>
z#ct>3iE-JORCQL(-2MxKb`kxlKgq6Hso(CF!6L7Zm7`6(%;t#85t4ggpY<Pk#8ZqS
zdcJT6oZZ50IueHvf<<B82t8j;et<_i;!tvJI=NH6uEBS0Iebz0*6^M=iF-cq;VL3+
zhfne=S;N1TFb!XDiRntav+NQaMG3d-0W1bu2p9GPc_Pz_WlEs+GSEjkX`@dsS^njA
z?;|$Jo5F+8dmaDc6nPP7#VY@QD>bs01m3C;$&v8ZFu9=xq9QOjddr_I_h|U(hYx;M
zqdYyW|DmxQYMT)zE$H9ob(C!vO42V2O2QhlIGv&G%4krh*a8ci_20*^wf?!<q$BMa
zZsXHvr&X<3t0lqpubJZM0IqQf#x>%1Bev(ScPpE$wPUcXa7fp92S5590qJ>Reddys
z*=t$P(%(1O0gRIA@^?Y$P3bdnhbmY6WJ{%;XH2Dub2mPKJvBw{macAu+l4o`&z{A;
zvpgha4M-YcH`U0kvzQ`^W64z=*di<?Y@Mwr0&pqDUi>NS+(tEG4AsoukE#g9sQ578
zAMnour4i0oUxG#Gp29Iy?cUhXd<Y~gZyWW&G|3FfIy2j-D5?qu@gAi(FhgI|p8KBd
zpuLGHx-(VKFrszqB2u=JHN5WV%(UPil(f^vn3oVF!}T37rutSt0>pkNa1F;}I*Z_O
zj?$06M0Q`+l4A2|69rS?a7Nb0Uyll{#*RLAbF}n21p@g!Y$QIN;w~y8!r<){g8uV+
zI~|`Hjuq<6KK=7RPgPec)A=P3rh<$xjDg6WXOMd15`XD<pe?V|9m{}0r|F0T`$%32
zNnV8*42=3zP`>u%f}zasZy4ZuqfgO|e?k{ZlS?C&C%kdPClqk<FxFi#!+kG@3gtK(
z@pKjZe*M&o6yZB9A%)-$aPnDBXB0y+Q)=7n-)ST5=aBqoMsBeHa|o##OyaMhL8<(Z
z%#wVv``v1Txg1XdXR@#m^>8PsFG>AHckkwG0{;+;=|z&d7+%>D7(w5ALak%E!ySqy
zf|T28E1XaLB+`G5b91?R?+y%{-9n_<qK3~MjVS+pB{<Y@7_g`d#|Uci9RY^CEyc^`
zC|hXAk($F1%1E`?cX4Yu+pu#y!k&M(w0t|XwU@I3wZ3-R=l-rw(%8D<Z~IMOzqRy;
z=7#bS`8Wcv6T53RN+Xmxv@8VPLzwUgj0+%78vCiVYVGv<8|0)KR7Bf~%(aoHp}z%B
zfL6le-&W#ZVK)W=vnkViCL1P4&K;g4l72>Y(8Hm@ggQLgmy)LyrbA!VH$+GW@ZMnX
zJ1l%zFv;QUBWTd?%9x^$19_5AfCKL=^C-FZrtJh^93&n0hTi&!4YuOig8mFhFbI8s
zi$#07jk}rB%^nlHrZU$FxwGg@OPE^w7xNx@YrI!DxC5k^R5t<xMVE6hNJ*B%;jhA*
z4g-hB)U}WF?lxwS4)-nZyOj<ckvEx>Qkk?2j&?-`c$_4(-}bZkACZ*qo&r)T^jZj^
zIf?xASSf4jQY>>k{z(M2-_L|37hN6gV32N8d85TD5C_kR9N`;7k+5Vs`2sT7<xHLr
z#(-iLsMX+j<~*Om96&oR^ZLoE&EGuf`^&;#TCq9)RzE&Ipni>MW}DzF$X}D#JgLm?
z8)r`&QgZ?v;l7UzV-iLaSb(_o9_IfS#0rEx^yn-^6P$q{?0`ge)|o#dEu8Yy3?dOk
zj9egQ(7bmOx6l0aKm$kWBaq%EKmS4Ku(kYa+qV?ve4_BH&$@^(!HS|S0qsE5_jG?o
z#j|6G9?R%IHamf&YDCh312;0fx-u&2-WtN}OFdSk+Vj`23Lq3NsgfRNCVW0>k?1JD
zbrq-(KX^SF#7N^CNuN((M>KO=>@nH9Ss_LNCerHNqJ+5W(**MC7H|$>g2nhRTS8wU
zZrj}&{Mn~(Qz|KKsknLn>iz*un>dC|ROa<?u=C<}hEeG&M;qJWv_Q-l)3}(;>){&f
z(Pf3Rz}tKo7RxL}gk>6Og=BA933JS5M}}8BASUGxkVS-fKA36j?OZ>d%42MQb*PRA
zsj`0>?t)GtglUFKW-&?VoNVddnq}Wq3}b>rL!tkcM=H?+wPw}c?A|Dqe*4ohTh7P4
zgDDAat(tqu>ZaRzZKuQAVL!U*f<d|JVExi~f)%94Y`X#Fs`G7J4hrVK7e#5(z*N0d
zaGhVir+i$0apz)5`7XMKw@@b-l;cnzwdl3zSm}T#m60dz-|tI?1vC)1@sEgniK6`g
zq0Oz*Fwm%=N4d!|<Q&|-q%o~3`JV#7<T&pvfZL{9V2)Flj-FNY4@P-na!O;@w5c6c
z91N$W>mnEptYM=*p%2D?b@_jSKW+^E_JGn(E=#~Zy+`%&-;-!#-NT`w8)`t<xDzRj
zPi9OQ>dlSoHe+Bd^5<zM;M+U?D@G`_1>&-fM{j8}G1A<Yh+7L*LI^~E-U1^&fwneL
z_U~puoB-Fj19})U`j-zV`5(9~KWBHOxA@`BxXKMx<p{%gW$RL_jw&kUx54RzjAdg6
z{v2pA)>2WQan*MA{J^XMv*rYMvOXlOIAI(WV0SLKp`oQ6@iC7-1Y){9#a5SO=tgJ&
zIR$fVov8%v<Fv7Dt|I{Ut$mRR1Ll}OQxX`5a3L0;g_zaRF%?=B_>eb_K_9qci^%Hj
zir5HWPmCzx85$=<y*-smrG1h_@RmHdXzj<X9CgWhgpb5iNV)QL+L+B>AmgtZ<p2Fe
zAo`y}TTY|q*irh10o<_xKbH2Fke4?FmlErEv?r-U8e*;+pp&yAg3~oNjulNa;{_e+
zlBxLr7MFZf%Ag_PN~vY?z9Bj(SbOYC3(c-eQ@9ALIc@NHzN1Gyv@vk=qtSLs3lFCH
zp8*hVnij<C+1S;V^L_c=%O|Y;?<yclWZ$*ZV)dn$k;l)DE}2iH@4RaE{qQt4hk?Af
zH4XB~%fCQ6mN0@`nHVw;q$qZXgjtBxJYYt<y4#v0mD3A?Elyum(LX!DRim;z@}85Q
z9Fw2d))3zovXTHcz~#p(y;6O+{rA-l8-3~c&-*~BQnGGWGq(!B_$4u<N)`4qa}_vo
z(hsmhxur`Vdt~O!Pe=Hag&IDsSe(8Li$<~QAh4?GGQfe*+80uT<Gr7=H;vW{W4KON
zpD39{YR)~1qir8fKEId+fB!2%+XK4lSH+*OAF_Z~1I+Uz8{23j|0&qs24eWnX8)vW
ztGiBy2OF@}Py)1-hzvIt+jc8YIX|#U0}Kb2@N5YMOb9-t0&Y2iPoIrbfs0CX0@bZ=
zK=fnjDF*)Eg*eW~@Sywe_CTm_Nom7|>1Tw3BQEUKxyP)DH~M7gMpqaGw6I)ppPliK
zp$uVThFT#JJ2;qez_+3--h#eDfYmlARB?Hc)_I3k$QeB<{1yO@mVi8tb}xp)iMCI+
z1;&3bK|RyHlh3%F!4+Gk9e%8B!76P&Y^ps{eZQQQM#^Po9n5le*tP{^6r=oeuJJ~-
zAn*+Ze<CX_1MaHmQxm=eq6AjG3zjD|LpOAJdM8`j*$1?Q(mIH~-YC7kgnn{d7|{$J
z^Tk_r3b5CLEwg8rF>nzAbj{!U@c(@IWccQzIQxv4Nb5gA%y(+R93D!+tdp0-r_oyx
zaBYcgM)kmxtS#ESwsl(9^`}vr5&2+6CKPd@S>V4vMmh8&lZoy?aTV@!y%?XZ4{tT`
zl2Np$+)(<^FN1l!(<H>`tUqZQ+q#ly1D0GMJn3+u$zH$l{k^yL=Ny6RjbVB{GhA5W
z49roX<*tn?pqWs@cR4`xm}>UxdiHVT!(Z__Ilo7Bmj(nJt|IKGIh@^og=z{H>uW2l
zjfIoM>}Lj>(|>!u0IU{h|Dkewb+HTxEw^iR_4B57zEVWE0g}T9Xn+n9R<){g&16t7
z`>W@bxB~L=U4bPqElBGl@A}WiW+O6R#Z@uhld;lpasf~S4auVh>oG52F+&qTnD4UT
zN5%D<o(Y+#B1(wG$jop!e&g7Lq{j87sEd{pli`rQ=Y4cAQ*9K6tPyNF%i<~5F%WnP
zkU5&8fY^UuV|aH_hXCs-(G6ZxzS)(mRpRBMvt-MP-=XfoJg_wD4|O2Qj0UXSMb6d^
zq^{ivsl#A;2dYF}EktL+T=4gyZ-kTFe$qzxe0r~nc5K@(UD+a;tpPUBsOMCaPzzz;
z+30TujJ<~Z$`vt1q^s>ibRGjZ>HRV6+G!PY^<^vxEw-xtXW#^+!HlLeI9d-y4CaC{
z5Bzn<C}v-pxv*rc0ic%l?q6D3puuIR9NZar(jsX~w4jZ87nUsj9I|_|tl#2f0-mvc
zd`Fb-cRryI@Fd%hNDGhEezm6!@K~TZA@7oX&v4%|oQ0XKhi6+H4>Qo_VmpZq`-P{K
zWumJA6=sb>0yW#g@<KaU#dVbEPO6T;jNC`QvHg{5Lb;F)kWy3oPDNRFHWvLD_KbXk
zB2tLdS>@$^>xS7=m$wonZzayzV_yRbX;kkk2<J^TnV^!wCf-=hj?G5w|8<`KbGpeS
zFl_#&Y(a%Qdtprei8!r4;9ZZp$xlPd{uf<u9aYu3whsf+-Q5iW3#7ZdMO2WGE<sX2
z7Tw+5k^)kq0>YwGS`<V&1*8QQ{XJ{%bKc*1-+jLSwqxwEW6fvI=f1BD?H0Q}Oqe4m
z!}VpuWsym7FMW&uO+61(k({L`y0gPkuvPxPx+#&_&DC&%;MsZ6b_%u+zFWu3vJM}H
z4wn3>*O?-8pNy3Yz=G*TT=Ph{ze!3Bdhw^C*nCTQ(^ZDY<j|&L;i@?qBD-TdmO~^u
z)B57xr?0OtTGMw$<JR1Lb6y@sRzC}f5`5x5*31(Ec@)+81&nY~8Es8JP;s#E7%_|F
zvSR0edur8M$8ia01!Uq5F*vRjEst(N;mxsr3jh!NwZ$>DQ5HUXp9kDDaFwL~_!Fv4
zte+8JbsG~NxG#trI9vH`+vr=ONE*!l>XLDdmj8KB3U|wMIr=EPFwiSj^{^l(LGFGh
z8imPnu0@xuL$}<X2OjvB(FL{(cr^el{r-@wAf{jgGT<^bapQe~Sf4&v&kxgB@)f8s
z(8xN3*^p$MLvWXY4T^m0t)rmK*rTut$}Wmcd)PgAx!g}f5ITFm>CbwqZolyW(Bs!(
zZ-!(+BJpT8PXq&*XNifI=<KOGOPL?#FXNmD?#ZjaBa?Y>#37G%ITpc3jjYi9C%ma5
z$k%;;rd)*DiZWK@x6StmZBNuNA{pf?oSfOBhly99a3f}v=Ive9@8<>*4CxAo;eJG2
zhN#XH`yt;+MAE|*VISWw^NnaS!5{v<>Gr95{ary@W?pmXARUmBdxu5}6H!-utXi6u
zQ)n94u;(tCOANqV=F0Zf3>vFJ!e9(1e1pTKxwJw-IJO$F;zwwp$738$imh6-hxQKA
z!Z|9e_?2;~Mb90dnQ!`IdY)DH1@8<kky)zr*=$d7nLsHx@b66o<1Kzo6z_xN)kAq7
zX_%F7KT(AI^QaaQ?Z<}MF<-n#dlTKw>!YIXFQ)Ndv-?Jca`fpI@H5b{&^@HC73zqx
z3oo?7SGA98W&EZc(BJFFzU04!Gy5+D?0?T5a`7yLj?myhl8z__Wbz|VVwK>7(3#Lr
zq02;UaD}XEraKDkE<)X>Z7jYQZ~06<sG25W!P3^A-~D~&Ns-x2*j=?dkDX9B;tC7d
z9YqqedZR<rGS%s(SaoDJm<l|*OCx<9LY0+8yvwz+Q|6|LoS_#59vycNKODvi!ScMO
z7-h=~0}6HnvToivH94;R`m=NV$bgOa*#W_m$8Nl>!`B)k-0%k=a>08wn&WautS=CJ
zV=v<&BH~0*lj;v2)LTsQO7uY#tT1DLCFz{+H-6!}eeK$9T#nZ)gE;sLoX<{QJilIJ
zxH}A?d{NMtG)`a)N-VC+t>N-XWlPgsf|~G2^xijOG!{U;>dK-L=lW^kRjzEdmP9UZ
z%ZODHdV~C61m|>-{Jp@KoKYnr8ri%?UNSd2F)})0e|CC>=Nv+GV73scViFM>lRD8l
zcnK7sqT4_k!y)^)_OwzhT^6p$4qvsXmj!oV6ydUe=jQ!hXu^*|lTvN(#XWoI#Ad_l
zS4XJ4E1I(*vxvk%Jk3@pm`K}YZHk39&4oCk6yka8Q<tUt(OGg(vO3trLL6j7rhN;e
zCu~)gieI1Z_%azc!IC1i)fTPn<BIt>Te$XELS<16eFEhxm2SS6->y=Nm@tyYVo_hR
zW4l%OUnWQx=HCW_W}kLO{)@?VVwhi4DmmUFRu(OGxOUdb_Pr3u$W<|V(!<2u10+<v
z34RQ>Kt|fw&2%Vh7sauAd^I!w3-G#*@!0>C4~>T@4}~F-hHzbQ;_R1^vT~jUSV$R4
zJ3;TWxbmc0W6=8)-SrdW8})0`tqml41I1BYT>=_CDiOHbw>l<4*b)s+`$S^tGLC}!
zgTAmstei|Adieg9xUv}Xs<9Pz^c8byjX#CUv=KnQI&uk96z#D`<uS_-=jAc`S;I%5
z3V$*;bB@{sAcuKDG)vA|^lQ&(iv?WS;(amXonSM{E7#;>L_-(x;zaX<BoCbz>%d5V
zfQ)L+xG5&2=3sFY3xT-;p>GG2I)|$({(_HU<FoC2#R$!O<Ol^^IPsUUTOhG&mLIXG
zR*7sF@Ws~c^t0`O;qqJ|yG^j~pi*bYW`8|Dw6pYYnfL!5>?7p%m^xS7zAr7;tsIr^
zp_wJ{`=uSat?osIiuQ(Mu+j$*Fc-pAHkjhuO69}2N?yMW6*8IPq)5Snh1vf#2Lr_n
zGojAn3M<bFsrDbo6lGcM<Mqfv#ej5z-DwnNz6-S;<=OD)LZ4xGg@is`p|H}jzhvXG
zb*)XP=40YE{L*z29tqPQ<|IB@h90|Zsg2R38y=#)AlmT(-FPP-<rNU_Tf--&hFk<Y
zn;)ohw5*XYK^5nb0vULN2A4pLkdK9gQ33xsYDLfwR7@_X4)K=Qqy&+b?pDRXPxh(F
zUvDq<u)ZqXfyCW|0-x1re(tkE_hGJmpgf81F_M1KtY#(0<YgLgvC&{eobRb>6Uf&J
z9J+KlK8z&Lq41<WDilo)6k>(ve?}a#YKD|Cl^TOF!gF`#9_ieN6MrnMUf{=<R}qO<
zTs7@Qcb8fHyb^Q|zw%MS^~m0fxh-axWY!%~(t2(Q;7fNfg`cqQj@ZPY%0CoYtY!`q
zpPWr$9XYc&4h=Y7#BGr8B(c!-&urj=0nWV7Fzxj`)UL<@SHV8W+sF`bO}g0nVW-T8
zEb=C+M0)9+FS8)qy0Ly-Xjs1t8qPJn#*Hf%m@^;eG_8>b*iU{rkDn}7#JHnnmP^^q
zG4vYOmpvC?=NGt1k8S)zSBx@zlK+UTp}Eha6s^+4H@4k&TEKCd6QY(`Ez`F#g|2AK
zbV5@;N2s9j(0QrOp^mCN-lvx6aK*T24;?u@NkLm8t3SkUNcEzY>V&;}??Lc@H05#0
zGzWcJ%Oelo+NRbd9qHj+=}Cq*?xSlnzdd1yNl!OdTO!<O_<;;6Dba+0fvUpze;ec-
zF_6#Jp6ael;9uvQ3AufE9K--iDxBKp-M)^>#DS>Ob7oTn2#i$M`zVL|uUrKF?-`yP
zDcgsM-7cBkhWsjPURZoB1zq4rDtpH;NgcG*Nng(`Z9sQ{kS}&Ol|y%o6|P_kdIQ!1
z3PK^GHbhV(7|dgIjso&WLAMc1y%^1nK5;F1peHM%GHc?oJMaUDlaF{1(V&9Jd+$&T
zf&}64`i7y+rOx1cH>yY+Lnl};*HJyMfJtQvL;GB(F?2@uh+_xx!Ks)1$Kd?=t>BaQ
zdmT8$<&`VXMm9v|+)FF)H1g>HHIKA3UN7`^{>WZT)Vp^<1(k-}9lEoSo~M@RwQlA(
zwUOW3uzMebrz4W}r=|!c0QB3v0vAQb5*(EPHNUg-FYy}k<~@<cDiUf;?YE4sbN(=_
z&pRS()r!rn@eB1(zEO_S_bcO@?v>&ZFR?@>1sJ+M-=`4JWv=hKdhEe|L3q1Oj-_h(
z0C7j1&}<gB6q$Gt4SdGIW3|7ZCG7N=$49|9ipnDDfO@3I^-Y))A@Qc;#N3B2begcq
z1_mb9uw<pSucf>w1|bLS6mOeiqrCUUxAI5?=X%p$&ll?{8d3||({OL*l!#*#2SH1(
z5<RmOhccfWIk*ixVx~59$4b`|-F$-R@Lkek3VGPK2wFScV=3&1IjmLun-bYcFa^`?
ziHOVSJ`Eel8vkmxJ8i3{4CALp8L+2jmdRYkaV{~kSszR$+xObny&UvF{AyKiHC(>K
zN_^3Hb%4w?J8-`nols4#Gj5A_8k=l0xntI;+}*yRJC5d@z>4T7Pw-RNTu~Z(<^|ro
zr)e~W3#O)!%luQL`^_Mjs=VD6bRe47oZep&9Q`E5{zQ0-r8G+ujv-goYKysa!go)X
z=$s!XC2dWbnLf?4Uy0TM&K1d!30)P(Ox2+dfne?zp=lmXBTtfFlXn||E0?JOapnHM
z?e*_z-w_Y_`_@y<u)xrlI0Ra2k>jD}xW1CBJ^c9;;}n;Dx+za&eN?b|^&+J78f6&N
zuW3kB2kv8g+10JCrM^l`|M9Q)DY%>Pxx6lkcXRWAbxkyNrWDVnL(1dU?sa|IR7u~S
zXu2*6HRmMy@9I)GotUtC&YbXo#2QMiTYksg4jgjno=b8}*gUPulU?)8@xbQI$$)Q-
zUe%+mdJh=kAsSxf@E_Klv^q?vXD>i04vnjcXcV3Zc>y^5VO}2GG{r=ZQdpvrb=iEM
zs@yi+luOY>XH6FQk36q$=<JW#xA>rsO(A^y0+UQ*If^{vkTjs!rus{y95MItk3koz
z{O2NnA)U`1<dA}&iezLT2;_F3D>L<8;eBN}*&IDN;97k7dWP&FjMUf1eA1iJR!h*(
zhP#q<PhXX*fApOC;DN}?Z9&@v$5py#RRSElZ}H|+{VU^LGu%9u4xRhG{Wv|{z}4bs
z#+bRRDW*~&h}!cfF9Jv10tUV1@!twimW!6*mp!auL2a)u@Gc<f#}`mF<gh2P?7UW4
z+7?|p3?F-GLHA)}+<nyX&G>weiHE6oxC4%CuT(@K!#OA4_5E|{fMIR|x7E<Tufzic
z7HV2fZtsT1y;u@=)?0JlvJkZVomug}fi}HrOh$P3V!9Sx^vkf!)FJPq<kf980~xq9
zTp6>&r=Oo-8@or4yKXocovo)gdl`q5^6%seOVp;QilIFIRDKKXxt#hQG&$`}WB$@-
zX%;I4PfiJS^UR3hOvCyZ7IP~Dn=<7Ih!5MH?)&`QTchd3<8xwt0Va5(R=&-=5eGrc
zTGfftj|JnsTi5&RA1U=skNTL~DZ4WJEaj*qqkY4f6eCCtacr}X9oo67n7<%+fxjk-
zX%rOuPgD|~l`nmP3;!fX(y^H4`#N)w9B@#_$~}39qbZKEYPurZ_cdlFO*3bz&#$|X
zI{`|_w{4vFNJ{Fy8zzuThld+<uiEwPGQ&eu-XKCaxH`B+p#SY9p$G=}+7AZGtqGAx
zie(BS*WhsySv3Np5F%ZUOeiy4W;g~jHnW$2;H`U@vIYxeTOH{4S((X2{))~~!sI`4
z?BdUBiVpq5tVh3k2vRNB1F{8~WxaMPuCc$^ASb&|D;nh|DQbIhVXkCSt-XP5PF_E>
zr?G$SFxAgHsQ`Iy5dtAQz|>+oa(jde9Ny!(TAbx^8wfGTU;n-2WT;>hphtMxmh!=3
zH}~?8kK6x!0FMc()}hVHs`I-tRiwp-Qfz#(t3?x##dNfRBm%ZNa@KD+aHD`UFhEfn
zytaqR@0P7L1*zxTkLStwzmCt9xCCCbb|Yz%CW|-1n0Q6Bj6dAJ@CxI4P&_~Zme*n$
zz|wUT>d0JJ*I_v^d3WUq{`)`Z-_Szv1?F>Rs(6TfW%$d`j?nY3iS=-CxbpQdhfJ~*
zaYnK6a0<pPVTX^(H*N9j=Bm(E<uoDyvnTN*V0PSKYB@QQMs^GBKfQ`!*=gAmM^4Nf
zHJ+<a4?_<XE&MC*&1i<WTjZuGuHkHY0FHL&OU5d}dsTDYN^rxb)_&aBm7HllWr&UQ
zE%7YjtVzRykw&C${EOHCFuoG%=2-qNIxgjM$N2ZBR(Rfkz2S@QX%Zld3IcyGW|~d4
z7iw>=qgyh5bYvey=CRu_!||J8)x3adj)HX0?z*<)m}j8UoZB86Jn(Im6GI%tazD13
zYh2F805(IARl&X_dYN7dLc3c)kLy^jns&KSvn^3GfCv`A(0rg92Lp5BEv)hf`MX#D
zIC+DSK|-+S#6~Fh=RWnO6ULyL^-89w<oT#<^x>U^?WL4^4l7`PP1vc@+l-Gcx!HHh
zm)&XJ*i8GG^Ax0{+^{=lO<qTIPQ`SBzHvHRk*D@uI#&o0HQ162krNd0#e1E;EvG#M
z8T#$mi-3?e9JB(d0?6!++O1lhInDCH;WF%YL^#fvwaboE{bf?V*%Rsp()Mn_X_>9*
z<`;vCQnEUO>Bfi3{)OlMbfO-|4EyKi<Z-GFE%P?JH!F`{nhm_0EiyUecv8T|yAS3O
zZ-DZaWQHJ`<};gCe)#<Rlz@CGY*b(a;rJ_YfHs~+^wnstXdUw>Hr{Q_dWSEcd_&Rk
z5J?5^O9^KBKT)y}9%mUhhsm<h6GOOV9=RRXCHd$hP7*0hMC*wRZ{8d3T=&Xea)!7s
zQZfCRASCX`jOk7X4qtO8kUjdtjPYX;CG@p5H6w@`Qbh92KFB&az4-x1q4prHw?98!
zR;erl!IGD*^l4h5U?Hflt`dA!^$)UQniB=m{wKw0@=dtnAsX>GMhEAK%As49d`Jh0
zELRtqm(EeKCY^;$_hBmY1{>{hsRe!A5n6Gk&DOhLJJ;qdO}MYTKo+QTH$-7-zKlHh
zFC8g2gjFY(7JQH_(tbKtzq{sQQ~vmJX|WJ}XR;*n&4}qRAtr}4yDz)-sw-A(l!266
z8)jB1Tjv{oobcY%CvMGQOvjNH*M!ca*@6Sw*$?`v?az{h56^d{wl)I}<{=&>%A@8i
z!TC#H%vA!7$=~sLnY5>a53sOn?S72#M6;p8zdy78NzCXyL|qnMkze65f|4?5m<;-*
z=t8;ag0>9BO^!ZJ_au6zSIj%rwQmZ;YU;bO1zz$5WE>y9HxIn=inoVe03>T3K*!rx
z9&-*AEsO1bPr3<<al#-)U?c8y1|2o&$4`|;nd(7-hGgwm;GtSZ$ESVjfoC-Oe>O-E
zy~K-x33IKC4aGT(z9#euj$8}sFyRhaVga$q%u)r{y(H!M8(0^*t9`N$8GM<Jk3%12
z5-0_FE#@6gF?_ipRo}RNnLVq+&5@)9S0>~Q*v}J}?aMcN^+Q&5#=S-CML{=FX9WM8
zDP!r(VF_Nec_yDJ_ajd*0k^({UG%#>+-?}4KXCvN8~KV~d%)v)%v6V#fsZO=;dE@H
z&_7<9Xl^lo_=m>gxKb*B-G$vRy{`@mAJU{ZAtz&6W$MmL%9ZkMq?kBPKC}C8zw>j<
zb$PkAYI35!*c9nMsRZ3*i5gF@?X&1Fhj8jN=0Sz%&P2iI)tLL2?s>SZ+HLh(bj8tS
z)1H9L{tOIaQ*J)dA80SrW9|K};Yav;{1~*ZLE{gANf=>D^SuMF-qzK1;obEB&M`k2
ze^2XN03;bdW8CxFi02k072Ft;7|YATm+zV5djm=9nQe@u_dYH8+jZ4Y(ml{h+~vgR
zLgm1)52T4>_ka(CT0{yMrkB{MZ3N!VR~g<{mHjkp8O#6dx2~X$gO(v%R?!<?)C5p5
zRBnIp#=$q&`D66jM3aWEJz#`R&kge^eFNYt7?8F!i1dil-^|GW`z&-4R>mP+EhBDg
zv|FqKq7-u}>tD>BD2Zx$VJ5CC7wc8{;fC~!F|B>oE8IG@2c6d)5(oZbXNj_J{2yYq
z5)ynxH7FJ<b&De>Kn=Kdt9|D6&1rQEpMIW6qT!+7&hs^u483u%>~D;Tt>MbHf?Dml
z>d(B^m3hR}0P`Kc1VyBm;gJf%Mg?r(yZD0LRC{b?m63%FS3uoKKdBAQRWW30vB8nJ
z^F0=&iz>?9F;Z;9N~Vs>Kow?j^^eOCaaTWmLm1Q%*3^j^I7AR)PF9DVsA0B2!9cyK
zFTRt~iE~OwFa5fS0?7g|MIy?;bQ(`q(rag$dJ^6^K=0>+oE8YcI~VZDs?Zb|%@h9$
z*>q1iDoxdKAD6kR*(J+vmjMYz{so8>J;W4n1vbf72+B613EVi6Q-nKM+Xy2JMg<}~
ziJ%)4$Ovhj-9oAD3HN_3b##2OJHtrT13b`&4wWh)P4l<+-s>WC5Pr88TZT4hnQkVY
zlgebPn52?AwO0r_5Y3m{FoR_kRFZpD<hg6)g%ExNkoIQJa;gy50JF4z$X}^njg1cu
zKK*n1;KW4+uC)e|0)mi8#ogFz=nTs<<^n>Pj;xR3acTrkGCOm@@g-NCk4D*j*^BOD
zFJ^}u*%TB${$loP=0S4E463<?cl+hp-Yx}>*hNq1JTMQ2a0kLyBIzpp8Oc>%&ASbR
z3>%e$N2k3=O_mBFX=1lyx7;*lcQEN*Q7SM|Dy=~^Q7fSz=A_SjJ&o?mXd(oI0wC~q
zI_uJ^_8;H+zrKb^1i?wNYy@rWsEJq%IJ(@okNKpy1CC=j%Hq09-<qvrm3**%_u>0-
z<iR6IZ24;7Bs^pph;4r>B&QJFBqjBkdM|89c<rq3s=U_(NYnKS5xK|YnZlwfga0(0
z&vLNYudp}-=8Aa3q1oS_m@f!BP7j{U|DnL^#*CH2e5=RD+LWf1D>5o<KhZf_ApJ8D
zFZHBJ+i0%(*{533x9z|g+N<34=dg$1e9j_DiN!4vpRP^362w{gEf)HqnwNHExn{r`
z$6S9EN45ekEw)NZ2lLNJuIRY*Q7?&EEcOv%5#G(17<~9!Y;w?jL|{NKpF`+deFm~~
zeHS{uvm6r>eCmVKjMxrvub!cZ&8ymvtJANyfvanwEYoa<Vq-E(QHJFo(+npqa+8FJ
z)Atbu;-q?<rG>*+Q1c!V_Kx?_YZ!$kLfwQ?2|G-tN6m8wrMM2)z0Xp{bls@s^L1r!
z{t#qUvkD?vS#?7~9FE*TcAn?VPM*iu5w5@v2)j6F54o?R%_kC73?xNe&Y$-_qGf)F
z)5J%~d6E5_iQP(j5S%6kW?7(S0<SQ1^_0al;9H*w9ud2?#kb&XiEN2EkW1um_TOJv
ze$-<oq?cHUSmx0T%sjAEpX<YShegdvaD8(2qf}M5(pcTT#OF90PsMm+g<je>q&^_z
zlM)DF1pqqdQ=B@8N$1jhi%0tfZKKTjyhp8#H8*Cr(wJSL|K`tuGy<oRxJX!72&9I}
z?GQ^r41fr=(G+eKx`q1$^2Nxuz?bF;=77lY0fsgCWtC<bkRRbDtEL)++C^qRQ6x|H
zJ&m<leh%R*;s3_k)(_C~aMNELZFitmR6|79;Ywqre)RpA#QpD;3e??_v}cwJ$l8K4
zW`4Yr1&whAUO_)?GEFxJqO#eV4jw5Z6j?o_;^!pPrYW9_zFRGbu)q(_Kfg<#P8$qa
z<NTHH_Mcm%oG>PMe;2XdWvtQ=%|#L<BjG{|P)(vpmN3Uvsg4p4AFSF%g_@HRJ(f92
z9xm~j3!5gtl^`m)P<{9-92IkOI?Q~y;i<_j;)y<qF<|7um#a)M1;#U+syyY`j=P%!
z83;$Fr(<PNcZNf>yj<+loTd-_gGlM+V%<5->HT5v)bk|NW)dY16-&2SO`c|We)|%V
znk{kc`fri*|Dkw<F*`M5GTH81+%yex2Bg+cxiVq3FH^{B=8&_mJmFHMJQ1>ocBx4D
zrtC3467W5?hCG$`FMA{IvDpklB&MGX6tn%F4g?a$BYD6kwhjTF@s-)vXrYhb5oW2p
z-pcpBX1+i77<8BE7dvIiclS<!8)Sb%iTM)TtaR)dMRc!byYOhm^wbxX?aO~cN4Wr~
z_X;qPiC@ou*fB(w6AKY1(uy~xFk;#Ubf$W7HqAy&ouwb!3#t4n1)-uK2*n-GXfqD*
zxhpPhM=HYG+G=HV72L^1h{~}xb)LR04-hy(cz(HCceUGps!2RUFe)5)^>b++tQ&<|
zAM5||ReKcL30j?3eL0$}y1zy<^eQ7MD{zLbTw(TXv0Y$>gMt4r1l}h)MfOcqCdyMk
zC6E=SLuyoD&_Y~`)xnB1L;{7cOu9^!X3Ko=J^9AW?)X0H$EBF%pK>LwZQLgv0j5tL
zf1f!0)nHK?(_~m+Y*HHIq0n0zK>XJ2M#l1YVB9b-g}^wTN%dnVC0w@w&NhXz#(U_v
z@uFRK2Y0uwb_Ex1d3GH)kG<$5MdEvW9vi<kE0ypJj+u2^D_7c4Uy3^MJh+|t)ujGY
zEN*Mj&pb+J7Ua-?EE7tsS3J+#qDLOwo-Z*l<o8nU?rt6|hkjOFyJNSk>4*w2SOB-<
z_y?B-PKk!8MdyaTOE*}~Stn{C^mqtH^{ASiLg4trcr@vwaRnay7tJdX7mdc(#BoR@
zf~i6VJR}Y5&v_38Jh3Y5sUOpu1f+f47CU~(;Wiyxk3%A}z0Q{JbIb{GP8#D9++Wc{
z<9GO*8voCU`mZ-hju@F&sM~4>Fbw(4%-2i=H2nsTrFa95cT{CoC*UCySaVVeGFi~W
zHcXgS_5+(@Oqdj?NZ$wN>3q&^5jekQn-a9n!1+UjgGQF}cL_c3M8cDN#YUJysv!S$
z@NGrG&WXkMO4HA;+^D3$DT(=x?*|wAo;g8z4~!6kXC>QcT{)}`<b4XBTVwg{<>X}*
zd-uyD3FlW@^8#-#(zQhN1MAG%+qTPq&|wkL6ze$U^hjNBtT|+mMLxasdmg{;FAfH=
zU_44ThgjZ^u35SgD`6zpkZc!=e_R5U)W|}x&JHGc2s*_X&&to`B}^v<k}h(%G*Q6n
zU?fhWJnaTosJTT;Z?#KV?0Ko#US<{Eyd#?VAZjZ2C?w38g@KfN%6DsFjSuD%k|?#6
z_c+<V8hwA(YN<Ah3ma?_jr$CDv+S0$Uz{=S_kd8<%?Mmy5sB@iU>ea{6XC?Eb$VC1
zp20EK^Iz*K$}5Q<ogrh-RBRMKSq*H==e{f;Q;nxOabTrAc}`0&^5SX`=Gu3g4?T9C
zbclK@Gp?^HobafQuf9doI^!sj_QJ(8WMioLX0qhmRh3@6W-4p0>B1mvAp?wPpQ2B`
zmtveYB0>bTp+Ndk>wk5ICOm*e@mpT8GRG9a>Db(M*%?}>S-m}2RI(mbVUJyzjs+|f
zo3SHPWj7v~LGHB^x)#^d+7Knlui@Z?o3?r$`TidN2ZsCCxLk>k?4uFD4A=J2R|_b+
z58-n-tX&UJBwMNyI(i>gc7%31+k5gggmXKKwF=8XwM7Uf1$-6w9x|Xp*bUsVO%Z!K
z;v1w48OvY5hD_mf-q)7UblZ={Oki8L(la>~qGCZ5S@TrX*e2bu?To1Ji}D191tX?>
z{N?GcpDcAa(Su<AhBPN<ktexEmoX|dO?{*am<u3r2QroeV(-wBF^ZWk0}s0}RCg1$
z!qwBSS5Di&h=W)Pjezz_3hV{hi9pl7tKlM1tzbp|e}U=@Jyf%R3mXVL<SmPj=w9IJ
za2gSmR*KFo2`;%oA@n;jg(6c3u0~{&u3|D(=Q%Z<aIQ*4;acCj&O~V_a#w6JVpw3Q
zsqM)LZ@Ah&Wzl9hd1FA0!>5O-l*#ACg2x@HEUL05b~z?l82fu2Mjv_N3j%P%)#NrA
z!S{=Gtg#Z{L6Wzn%U^D<L|qA_4*jKI6JKFBh4T}|kxCqvIgyjXs|+CJ0~%6JiJVbC
zzf~BxPod>l8v1yfIUdR2e(F2&dv3xD5hP;1O_+m0X{sBn6CnVZ+{o0F#%v+%hcIO?
z1ze35CJ7p-#{Su}%>OUj!}DZ$Ih=&UTBdO>dWuXR&UJaL*d;cZq1`Gz5Xh=rR01mO
z8u}?d$kSibu4jQMQ(+R$+(pq;UlgzGxtVR(3U-JQC&ulijzF{%)hq#p`x<JPb@i{X
z6YTQbR6Lt^2gNS_y-fTBaaRkW1bkv)<aUE=AmhXDP0#bY!?%cyf`_o=_r+Xq69I~(
zUW30sFwxBauq%AWUgZe^*~Fhf_EW#_RDuE7b9Y*8VZtmYTn*jUtRRI!%waalKS0dV
zqDUY;T~Xpy;rufur`A8@pYXI?Ism610*YI#Ij9p`ftRq2233|*o_rM^U8fZhO~J)r
z0ay8UZ>bWxP82Rxz3PfH1%HDAcJzYtoaI<TqvePYNbeg%n?nEZZoBVhrrWRfS<io!
zkg%kx-o@k02V9XS7k$B(kqWq;{#DwQ-w=_ilfR?F!Tmj6hq)<QM`R@71xny%E$sC}
zld~z!nOL2o-xQJHV^SQI&1de~DSgm3zS^XSZ^TPXY{ZMdc5zae8BKYBHe&x)7&f6I
zu%-(z@7u$kCy7m+O<qd@k{raI7g7>?$2gM(E^TfkV5IxZ{gj1|LqlvMln_TGpCRzt
zE%J{sQ<$^eZ#2c(NB#ZvlT(p$VpM{!*{ykx9a3f#7>?R7N!d+PMI7K4;l6{_nW){o
z%*QN$6auD(&Otz~Z|<*W&L7env;T@d{NHmA;!o>JNHWB?22i%PvTKVRxM7)riWC==
z_b80(-U@NVBL*M~hrWGMSCCji8!3_T%ticwc|ySd@{dn`pB;CXc_q_&IEC3^1^MK0
z$SaDbhPI2%T-cq^2LRZ7264Nr<WS$`V2rkHhN)k7AZb29v>bd?rh%8rMMlc!aM|9!
z+AlA{ffZk!O}ML<>ez?ywLCohqrIT|#oWl$Om%JRa9!-=CeV4NXg|h`<d9HTlhiSc
zdHWWqvoDtcOaZC8QE_N7;TQj1-vcEMQGN%uog};y)wp24v{UDO$bZ>4@R4C}5kan9
zXhLnBC-P9cSdO4AoD219!nT5d^<o|ic(2}l+>2-yJXkXSMW1HOI4j*lhBn#ZM`Lc6
zrB!#pI3p{g-jx|izeAqy`HPyOc`ad!*&+dr+LRC0oG-bR=k8Su7H<_+_yegizmriq
zW^ES9ftA9*+iw6lkrRc&r5HZVm{lu<2yqN-7jF$PY_%FbX=hKMmTFeCuC<dlbyHY=
ziv<#K`wK~-+uxkLya(t8`lO*7>E{cNpGlKPj!RVAl(K(p>SnFXSM~`SKo)MzBehs5
z0X8grvPvMsRh<v;qSs-u(1at@ZAJuQ%SfNT8$0=u=_<Kevb}Zx&?>>}f20`Xrw+8x
z&Z|w$6-3Dx@?`C(YLQV^Q|zWTQ6xmV?WHR*gC#<%nD2{3!FBLU{6QDRiuHe8faL;E
zd%wmo7*bMToARm=M;4xvk@Kyn_8gazumh@H2v*awnR8oDbhK`POtwPd^9<h|3R0I{
zfUI|9=?5tn&`?a2GQU?QF2EE{9GoU{QuAK)t=L*4ic%-uOx$ljH(Lrseen3%yK6aW
zt4)3;c#-lZKrGbAM`<#?Q;oQKh}~C5_~Ji<j|{ZX{=G#{gpB4K>>=fef_<40K)u`h
zbFFhPx{dnZN|gCW9wJ6t1hUVz;R!6IqY~<P0>vU(jrPg6OLw>4V-h@5|F}-8RDurn
zGkBl9?xKK;?l}*S5S4)=5};#olt^sZMb;&mq7$&u1G&{ZWi?ILmu@aUVp9SNBT}ft
zq$QQ;>p%L*6TLZZ@r3~rTvNC1cC`Cn?RY^zpS}$A3$LzfH<#6F6M?Lhm?ihKJ_{+<
zSgrAYX93*9kXg}@a(h85YNb+WZ&9RAn_;I<2<3Wp4Gy8?{%kjZ?Q8KO-GB?=WpdG=
ztW{TG>GQb$f<9$NBozsDo=1$$4|)87Aaozt1iZnL=Unz?)?H@587)LQ{lU{-;!rs;
zc_$QGWVIvQwCLP$SzdJFj6>|y<`D{kBd3)_&*Whu+oQN+$55ebOe=o?gt!1V^Wz5P
zVgJM1s|6W=9GXYOJ{qVI{0Aoc9Fr#;vs2ZvSYTcJ$mxg(meHpHH#ln6sF1o~Jo*GD
zOZ<{}T%wwIHupHgJm5ksp{**mN8KL!!*{ESz)QcJGDLR~v<N|$h{8ByQJJHF)VcZ!
zDC@70%Mlxs1^E^r;EpgfKubs`HaD!x9w7F$U>|b(in(1RPI(Ij1&~oqlmzi#*|l@l
z5!+D@$oG5y6NsBvn|7pty7|PbI6mTI8B?S?t!J@W{UV6*qNRSQ1U6(}tgnnpJt*D}
zHHQJFDa}{PLd!DzK<Ar)>vE?(uV>K!BEGfuRXY-HXZ{uThh4-#S3WRV>j8XuS59hk
zh@gBBDp_j#x1s7kIrd;?!XSt}(9%A$2q%*o$I#_i)Hi+>1suC#IdWnu*K9V7$H)0V
zCZ1DzL^2+o`^O+dY`Btdbw^1{;{&z1_1vHk49Um^8_oRK!CL%c{pWlfm4`o?^G^|X
z3RBOd^ShJ6#LuZZ+@dVsn%(F=-JESyJm}5<Kf#l(`EmG>s*0l|1^@Tq&mgq+@8M-I
z`E!fQg2?xzwx6F4@*7$>Mnplv%@Ntud-Qtc5ld{=c!*RRpkK~%o*`7HA-T`x!_cBZ
z#=>G|*EA8exleO3KAnV*aEr|IKusPL<KC}fHPOcRY~8mo93HZRzjSa{w4gY?U$=T{
z*~zADF|{?CyQNLXTNMKFPmuop;hDFo_qx7n%SK6N+5ewF49Ofj`g|It6s||kadd+7
zHL8LK%4yR_u*MB>2;)+vjZAtfru<aixqJL!ffQ!RNR~hkQ`kd|H_qQB1<JzCGC(c#
z)y`yj$hOlZ5_snK^uanArA^0FA5w&d5F$pZGd8sr-Jm%`FvH~RpLLZc+XEek8DnVu
z$bGJN5)>AAbhUt_$Y&<mv};z0r}lj>-4yDI>4ONbt_7|PH!pB#(EbObGqvYK&jds8
zX9x_=JT(oC^aB8-zwr{xe?gx}7J@iQ!Q?hV{EAupmb7sMKnmN+s-E*I<p_W)^%Uf*
za)c-X75T4>AH*U&n*Vuv04s)sIx9I~jEzA-7)P-*@CnqR69ybbh7r9EUVhJsp-Y)T
zc85_|?!F#O`k317fAaOHuEQ~5>(w%((4kBYstz%180$ch>%&8v>B@x?5)m4%AD@MJ
z;SY-&ID`7hDPQY^yIO{URpE(=KsK+P4~PM2*mL*|@n9ab-&T@KeL(V&d{i!kUset0
zwbm^2HTHc52Oh%XM!6FlC2D6qjEf_Z3T2hm3#K?>KtChg(B`%5w*m1y4Wl<QQxig>
zQx8v^rYn|+#@zPDzuc}EKTfl%o|X!MOi(8m{SZiInE6{x^nd@~&j<+<u?VmoEcBtZ
zi2Su--KW<z!<{AEI$m6|ArM+}%hB*gLX60XECosfRpH{J@K=Dn6FmpfudTq5_w#h;
zTP&w8rW(K}BF*Zpflj~!SQE}d_%L%2*`5vMSzvh<CBM}(YN=rxLjAZ(sL^sfe7`-3
zAQC71-Bh)^K+ANypLd-Fo4L%03xofkNjLY(Z{@SFhggyJ_9s^dEVh9%4ZlV{P*{Xu
z2h*-9Bkr8eKrn=!o#(HvGh2t&Yx61e;Kv@>FUpq?plD-?S-he}xw9O}-g4|&{ZEnu
zL3NjrA=8<Fpqc>C5Rhx)BYqUu8?8%Nr%GE2UGD?8jRN2L6Z+%S+E<tc2@Gykxjuqk
zsMu^pAo%S$`>!aL?{7b<Ml!%mOEtVsH7>|);vwl0lCqZiq|jm~#R%MJ3f%rg1_p;&
zhy0hAWUD>yYyI&ayEO(kr!{)PXc?HOLh6Fif)|bto=An_a@cm4a&@q~f!(AP)i`V9
zZ7Bbdgm{Hmx<!NIa2gkWs##e%LRBfqakmn1R|XA!@Z`o>q|Ue@3)P%6wx2?%qX@bG
z|L>s&eF|Ha?lX@e!1GhiS?$~6Hr*g4m;DmL?obE2tP&*)+onJIY)o5*8v+3-uDmU8
zS$1Rq{MgRLqQfI|^XF^2)<qJBy8YwiWz@(rgwF3Aun#R@E%|Pzym2ltK)WVf6t>3L
z5O{aHe>*t+^7E@b1Tm0e_=KiEj8H+ssz2_?37Hg0P>Z`58J#IVsqv5DY0-~OfG4}v
zb=<agn8lcjuKt)T4UyAMX-qIU1y9#wg@i-rPmV8XqQjA;kl-CicXeyu#1Ublyl3`L
zTt`m|1^CDi9#MM2fG~#ZB9rSwg;gR4G$!&Wu>iu06|6~g#XR_MJ+1GufT4;5x8_ra
zX$O$>uZIHi0o;4=bU_S&&&)YWSLTeF<ac3*M&l~8G9oB2GmI~k=PojQ^1i!y_W9;~
zi5-6p%)`0N-|7VY=K(hH3PAT-;eUA6%pakdyR>X%JVo0B#KQXAr<djyBNr(A8(^S6
z8e)g15R{d%n57Dp;8EcAgv+r93N_mw<DWD#s+mo#4}=S~r0Pf#I=~G(x_L<5E%Bah
zl)YIB^xEIW@|qv_sH)QsffNU68kTihAJ`wg*d;#uRCT72&F(DK*4vZm3=?6kQ8H_X
zpKN^a`TL~~R>nbY58Ng@@i9DsEsnORbo#+0s;Z!kFT75VO!+-FwZ<QbyqKM6m~7@(
zZ#JA65C2i2-0;q_*4OKN>5Ujn;p)-vn-qdiY*Zx*4JJ=75KT=1#qUzYW1J#h;prsv
z@}+tG{vbSNaubm`?GdU;zv*leK>RDHFj$SneDLS7R7~KvS<G0B$L*MGLVyYlU`W<!
zFHL0_g$T33L)71ZCF3<cwR1bza$TfEPQ|yG>zNJ2f&Bf@->#<S?oh|nZ|{TuQtE~V
z)uwnhpl|Dli|MkXH9qPO!z_toL|Q};2KbzpDSNzCD`v?PIOj${u+Ub0<*mP0clzc3
zjF?X!5m5q?&*?{F8PE(YCi%Z}jVF+mg|(;;)DTIbUM%PKN=7WLuNz3!`sf^210Qqq
zdT_6K#8Y4<iBdriB=1U8rKh6HPogCIB;#rC{b{RUTS#yu`y|!r>!#!R>C8rjJ6}gz
zyX48pa0O(wpLslvYDvY>=4D*Tm{^Ijb<d|KwDh7bF-||v&cvYmE$<eTDd<QekF2Tg
z-f+X+5qb6?5&B0WNii}x2{zMjS|IgVk+~nsS@}rVSc2&J!w4ZJ!DK-qCrjH#yO92G
znnCI&8?HmK)$SHqtz4Q^tEo0zJ$2LN2?05Dqcm&Gc*1w1bsOQZ=nV2Mih>)^+cQRR
z1$tXv(Mfm`qWU6)FiVAIYu5A(xGE8yckjLF4<A07Vd$8x*ZUoWDTCS@g4btO?;U3;
z%Ki9vd-3fzO5rnN;hf57>Ssdazg6PjG+61C6fqML@?csLlJ*@J9+(DvS@0FSdS!Rs
zaBwu{Tj>8OQ(VvkJl()^+O;6JPO%9ovCdCqh8LH%-oIxB2(olqQG`$|%bB7HNi&UX
zsRA#Xbqi(Gjpmnb&p_n~lYjvE1qk()&^KUWCz~zmF;P@|A>#7k+vD2WTD~|J(mMoI
zagBA}gD*K!c=$3cVl!CdOUoA0pH!WBQEw4zU$d!2;mu*Bb_peRVbLGfBpnVv=P$mJ
zUKMT>Y)kNqhQ5lND8+V|e-HNMF-Q&9O9RjQEoa7Ny2c%BR#T!wImRZeysSgTP?8~*
zABIb68=2RdMnj$J%CA<Rq56a#JL=*TBk@gmHi7`^@X^PkcY$~3fwz*H;r1v$0GhYJ
zU0t&}fI9;D0Aja_c)!Pp9ik3~3o{&*F&dCy301%zhuVyc`<N+#OD?(4dmb=qGT3;+
z^DkNc`mvtV^5aut#NF#h27hFv!6-dK)6TSal;2l;rI?V48yTn6CMPf$#&j5-F{BHi
z@RaJxd*b?D8nusPx?@Uky{c>KL^VeCMlxLec`_6}CYu);r6b8MLOrZY6aK)UWvaB3
zUHO5x^uF&P3;|+`fd3(J`8}KG7{0&ovnAJsI&GZc9GB8H-tVyM?&24o=nFarhHaW)
zk&ID0r=PF%KlM|G+xoql+txVmCHd-KVE80|$<(#WHkoeTkOgUUT1}01b4>cY1bXqz
z#R&3Xph;0Ct|DdkWmRV;Fgwgvdu&|Rm(ACjO19w<qX^@$5pw%AaJ-m47VGS+>B_Gr
zxG{!X!P#VB{Az9J{>Q6Z>$La$F+G_WWYY)I3!!N}>5lf~7x&rZAcX;x{z=#~60wi(
zFKZf?>yc=Ah<Np`a)^8b?@%pZ;T$sa5=ECa3&=JF{`x^jWA3r2CU}A=#O`)X^c*OX
zG{0#b4#?h4`UAop&&+D3)|9T340RxB7+Ibb*&Jba<S^o^c@l8h0ie9Jniai`VK0Ql
z<{U_sE-WKe%keUwxwN=f+Y4NP^LN61$oA#r;qd4F6By{@6N;glAU_EzH?hy~Q!xxW
zMv^6E(fT5^@u9M2#_V^_mWpvhfac<Q{tCwrk`|%;in<h2H}%LQ?_~9!)+8e`cE~O}
zt&qZJ0*j%srf6E+tQ9b2d4K}5lDhYEcfda^=?xnDS`d;F*iHQ{2)t}wy4m-(NRtGz
zlABMs2C|7#$7=G%1~`A6IPWa$R-k<&sqStg_4u?|s?2?)z%wQGzYbfcn4Tg&67+2>
z{<s?<BR-TVP78xcl=)|L(gEWtT)mc6CtzJ^3aHUgv*Z&%%8TZ!G)?Iw2k6jI@#-Bo
zW45E0lli`zbjd|G>M(|9FB;UE99mzXHfK@sqG-KhQCT0!O<FnoDe8_v->fb3a^7RR
z>|FIUK1y|~$1eZFo6o=A+&i|A3cNirAj;Y}4Qa-wGu{v$;IxPrCU^B-YOe!;8yVTg
zf<|q}TNHD`EaZ-whJI>gQEY5VBDAOQSrG5<{|Ed?ySfwoCr^DAw}Qwoh4gTe-XK#w
ziS<8rBBW?W<0Gng5O#z!t>9Z$jmv;`p*}DkT`^gr`Z?g{QeWA&yKNGFt}*lHO@sy-
zjE5$FQ|h>~gx1A_^&U)U;Ipm2$X^HPhu9%v2m);W7aUvY8k3MqX?Fj#Efl!07eKT|
z{>!ujF?Q)nO^&oll#f05;fyDUhAaRT&|ZZEJr(Q2)n}->QkH)G=g?7!OeGeD5j$#>
zUgTP!M-I_!QruI@5yt2X)D-EsXJ_HV*H2!Aei*6Ry!ed*<Np*ZOK=psb?bd#=2Op9
zP$3@iUJBxHkOK%yUppQD33-h4ns4vLkL$?&$K1y!BD?^l?ein5uNF~CB#=;i5q{Mt
z*7tM>Wkx@_hA_eVLvw$V$a@n%V^a@7nRiPm!Yv$!43<(U*XmgZg{znb5&TE+Q<ivd
zoujHm&s8r=LbBOjhlVsLG#7p=%zhYtE8i1IaK0-JH3wQlD}rVV=dBPNzCoL;n+`A$
zn&Hq;+t<P_cS4%V$?bLg-=QCfh4trY^q%}|@v!Sq@dly@37s-(s(*j(I{)WD{tyqk
z?(YiMTf=c@41-3RKPS5$^cnfWw3>{=c9L8uG?Y-PY4)gXr#x@xG+p_Q6Vmd4fkHW}
zpTeyK<rDET#%Kb)w19-L`%AN34dW+#ZS_ym>N*siG^yhm?vzU%Z|Wwo(x{@1Qi32^
zY7!f1lJldYfyqx*lD!u`L<0ldJJONQ=_Y{&XfRjD^O*a!hcuLJgR>Nna52+H0QFqd
zfG1k|6R5j1xomwm<?-!(@G#8KEz#}K_gq&J`R_@%T~g}l1R(Jcx?K-ezee-a&!56q
zG`+SR$y#xCdmm+jrA;|G>@R9J{w}2oYJ_Y#0iU`r!3$a@k7?o|qv^QtDU*Y|)1QC+
z9%<vqS{P6;D7YY`E;R3<ev^Mb0R0EY<ML4-E$Sg2vn-;$5YYwC)Fo@HT35iA`#o#1
zD40kTPeQc$s3Je^3e%)U$UyPm=TFD_f~eATJsMp0#HwN@zIPA@ni_|TXYOr55FYeA
zukS{@DP%?knGuU0CTehSgzsVCzesL#u89Tb36-@}7eIlZpMlVCoYqLKn|_*?@aBH{
z5^QQd!K973FE8HcH&&d|7?G_04E`N$67xd+=~0R%R%)csF;n5{mTESCzR*xJH}L$!
zwDTyH$_)cH6hpa?-u6$yS7~_G802VcLvKaA_LxTB*4fO5OxI+2Obe>ABMtB*(EOJ}
z@@)m_YJ;}2$MbU#XY=68Bx{xL@3V5(xOLo_8;gz&&;zBk-78mzRK>eN+DWP6J7&Ko
zwtMF8$|KXsaKcsqY$i$`w9UW$vf%ylfZk`hm%oMeu2kKCg+v+h*>B%hR^sTv`=Sx1
zNS?LJb8{BrKcZ3eDG}ixu}IjJcckyg@;%`~#;lif@zlbqR$9b|;r&35Omuo>zW?#(
zBA-2&cfmhitBJGOt%(q(BHuw;xqcam@Bj03S5(PRnLEL|dS=X_Vu3tZum3^{d=ouO
zPdBrmxBbURuaU1&qyb_0mWImW>c#6kw|=S%16iJlQ_!wAVtGs6jg0pZx0kv%I(Fbh
zexf_h1l{*oA0L3kQ$y9)8XO%Ut#v>U>(Hh<42#U!dNgZp*guD66&hG|q}!R<vEY&T
zlLaN#A^H7$D<XR-&@tZ|?*tz(2%cu9m%uo;2dXUBbfk`yB0DGnm-9LKtXlTUpp2)c
zF?tpN4v3nT*C#edw-(=d9u3J@_F|p`^y-2g^e|BjY}%^LM$4YfTJ=<_`F(eE0f13*
z%jZ*C>Nos%L0?v10?*|Q`;IzC{yMoi^eDug{9n^f@SNK+P+PhKonrn0Qn@Iz@9;g%
z356i_U{*(a!GZ^f=y^!nVF;wax^|Fb<n{^v;RY}>d1Sd&#!e@_Sz*?B!TF{k$rrWa
z&DWsDEJqX}e&6GDHJ7YS-B+%o_iLNq%p^rEQ&rr7vXBDN7}YPhb54v}O1-*fkk7vx
zUBKJ*<g887|I)Jq^r>(elsAK%1V25AnXv6tpPz_*)V~ZxMB@~1K#8mZUJNEjzB(#9
zp!qcGVWG(?R-r$(X>r+SlM1<1raqtb(R>3$fxhpMOOf-i<<*UXL6?dzBNEiqugzbG
zx=5Ynt@8$N=0RGIHJ-;fqEk_pqA7G!eqR#0Of5R^+S5C_>L>*%YjX;O_b^<~CvW`%
zDN55Dn+rTM`4C!P1nLUn>o$cS9hw~_6m_8**tV^`Q0j@C;9>WW?I+)a0=108)BN+2
z8&rcFLTYv7Jy!iPe+E&PJch6Ki2=v7lN|l%n{z-u@KpZ&w`MzVl~rdNJ{6MONHf6R
z;XvX)Jny(`&y38<WdI_%(_{XACci-7stJgb^T6~7JnpFzsyaQ<=l~T?t~{DFqCf?R
zfe3o?feEO%0O%*+H_vIo(QgGhX6L+lzXG(?N*p5+QQTBMstk8HRUlGSCEqaNV+lSl
zWY|jnbMPgyHoqo32QjX%DhJ>9-2RtWy+1g|Ey#<*+Ii@uu{X*xGZoQ=o?oFxrWRK{
z?oqEgtaqHiH%Y1)TT|o_W#-2;)ouR1Ac(M^P>g8Y_l#%~4pkfyoK~IujJSY4(HF5Z
zj{|m^-3nDX9Ltpm_7x^kOe5{@HJe_f3!M<>Nm-pxTUsP5p8(yoq)44U5d(4V#tW3g
zZdst%lZjTQdZ8rR^n?Dp)va&jJ=|96bt<TE^I9Zj6xD?Cdic6y=VSVB6s^PKs}@;>
zQemf70_k`~8al3b=X6`Pqct7H8<NsjOUh3O+)qB_jMI6{_PPA}lGrS;wwS0>8@QWc
z-_i7}c$eGd1kXD`r*G7VhvJZ}h9%Z~nMjDYcvIFTG+zQa`5M%_LS~=qJv)Slk?6Sc
zv{p=N+<&)@?E2zq)a*QhEhKv}p?p6`XY2m^OW09A5{{@_rrGPaDaU*?cmSX}V$6n?
z`u=OlD6*yX0X)XZiF8mplKJdN1m-88f4}MpEPK&!H5K}jEX;vMF4^G`_o2<^NcP1`
zO@VkJhdsjawpEbH3gM?C98a|Ey@xMWwD`dQA4%>l0`~RpB~m4|9;hLqX0XPtVidrx
zHyWm8T)zUC{{o`3;ysE)`lgDIAj+fgiGUta^3_{`M2tT%=ya7SyS9R+%TL!Mg!q$1
zt{ou1IaX>qDUdo*RxOW%#kGiUHXwmV)X3_JIQq2px#0)XXmZFCsO}`^sB)@#NS(hs
z?rsAVrM0U25u-RF075+I-UN{47$a>CzFug>ANH_U@bKwd1MJr#aPbtJxU<+!@+Y!8
zRxTk$CW$kRRM!Au1b2@2{cXwdD-eb7YtawV=#-<tBee&nOElXLRc_;At|(8dve4;+
z2vWR(!yU;LdGTIvrqaj~0v=OBGJaP$Q*(~1Hx)0s_zRh7FkRjDbGKj5l^75UjTi9C
zM4MaCj-#zTSYyM9WnREp*IV5VwbtD*p!P~qp?6?sOYla`TmocT3I=Qfy;0CcEwuTQ
zN6&Qf%aQ;3ZXmD8abt+3h4xcedwj=AT1r|#wJt6S0_ix+R4GEp=4raVZxsVftku-K
zSQMwwk9v=K>Yy?nf9k&NT19NK4slMrHg-wQFz`@8ES)DG^Txr&h4T3M7;EjD0s~)(
zU{zc42S!SYWbgIAtOuc+no5T@qCYp`y-iM3mPhx)lvScf_tx2QsISn166Igxo()$V
zR}}((ggx0dMZVaW!qT{_%e7yhJY*W|YPo%LpOu+|zQlM{t1vKZsl@xwXkYAj%vfx1
zEXZHw(L20z-21HWyo|#!Al|p|-cI*!-)#YDR?G{hSR_B55l%G)s!Dzb0F~V(r%n!v
zLNVWq&{T6No1Vjqt-|xFAA`7^Dl}<f;=yBF22rV*ZWA<Ki(og9F}*{DB4_n*z0xTK
zww#XvM7i2jI@yYO0Ts^Dirg=20Z@ThherJIF_VJGQG-(N;zuwobTD^-RQnk~q;|ck
zinX1wkrGfRP#Rk1tDis)bT6N9gCr?SA($MJ1JZPwCXxc`Z~0i1+`%B$iG+SzDGz*1
zq~YR7dgH@<<r|0QWSu~ybp`u`C@0W_K#1GveX1LHX#m3$dG3Hgh-<7=Nl;aNf7&)Q
zBFd?@rN08XUhXG)m^fFHWBo<zPnXXd!tzp}XBU6;<vNS(qam-7z3{W_E#zC!ZyVU7
zI4W<i8tl!qEpC-uL~EcrLg%x{xG9sB5KVHvTvc6rd}D?G0H|0)c#JM|*ieZ12`pWd
zZVuBgNORad?~v&lvgsd|jpKNwAJ;Ab+ZjFSm^85XdK{0xV4KnY8ALRJ-gknA+>DYo
zDv2Vdc#OoD=y=bZd+!Rkouqxj0(vMm8{2m0MVmSg+Y|<Qf;!6jDyh$ZBT~|jv2)yz
zCejtN@)Sc8eRMi}3n^KWa8QA4c@_Z4JBFrTwmwYxp+^z$GlZSJD`7rqh@&7}V(Scy
zlSdRzIAm=E54YH*MOGk1G8Whjl~aF>VqxHOEA@~~({)HAxWQgKj^7r!>SeS^etDsO
zrd;c!QJ(PYee%B^=>LEzi05k`P5Zn(?iA&0DoH;1r)%<g(!FGy3#PB~7PJA@s(X<S
zBic}U)DlW*9jX+)h${+r%KSG<@{rA!Lz3N!FfsTgLv~DsZ0mi#tO`_|Dp(fhkbL0j
zJ?REdqEEOa;|ntSUr9VvAc;rrd$*{Y@dOKj5><d+7BJ&d<4j%>4kqI0b6gmSSsO&5
z?Sh!j`HJ+bm&2%Au$-sVhvBV$ubwUJP2SlriFV803Vm6)=@i~ijb`}#PW0#3cO7Hj
zl{ltSz9{FSn!2}XjwBIs9b&5IS+AqMC-)b3i~Go~v!=*{4~jy@7RP0g6pIXg6j@ru
z#P{maNyKjFRrNL9L+#{!q<O$%cXy9;;H^dFQ`nCm?IdUU20!eRCRKA_C1~gq#E%^F
zW!~Qi{tZF}tE?a`*#)t_D1S5Lgz%6ot!eVL^alF%0H_{=8pL4xjc)QT(Q#^f#O>rg
z>!jEud7<Iao)u0d=30dDpps!EaME=!g4GkyLRS~{Q)_%4jw6@ycpGd4wrDm97;?Uq
z?FsRENdF&QXBicB_qY2Q8tIVk?(Pl&=|(|Px?5_1L0VE8K|&f4P(VT$kdhPx1Vp4m
zL1|=2&mQmlf1c+#@y4}$p{|AdxA!-$>vL7O73g}7cju#90nfutkq}Xj4z@4c3c3hM
zhPI_jtK#U=z=JUeYX<}I+ElKYk#Ry8CD{ZnT$<7GBdk}F7%)2o73ni3$PJoFZ@^0m
z@+@qAIhSxaWbt7rS9u+*iV%u>AX?Q+mv`}@Fsq%=pALumR=NsJ_GPDmzUn@W{~Gwb
z#wBqldE_Pyh69b67c2v)9!oQ<@Qm-aJ%Zz)iQl6|8o4e59mL*{+!5DAZuvHerw}B!
z<RMKBsDiZMf_B}I22s85A@&gy$QUOx90P(Cz`8&0Gz*<*BaHfe;0@&bOEI*|WP^|;
z(ct%i=scQb&0!oNS+6s<sd6u<7;)D#;-wsnt~PLwKUMC<Px)Yal@j*4#Hnzs%c@$X
z?{GZ#Cf*e`?<qitTsr^vA>n^@&8Dl6U4|iVIw#eL%+7@3Q_kT43nJw``|w*|2vyYa
z=W2!+M<UCg-aCw8mjxkUf!sF1c33dncDsnbqelaFLZKBAxH}}r23^YT>PpN2-NKHT
zlhDW-EAVc#)Ol8X@Dy$)!&U_W#qBRt4@Ef_`CeGoi1|A3p8aZ$^9PAA3z0pV_4T_W
zn3xJQ*QxLRJXLHHcplb)el`-NdP`)CkdM^d^g%?nM-OE%_FcC6+G4U83pTar>3rv+
zd~cefQVH6JtbAgbB|6o5l=HuUthynH<-s`*6fqg3=QKhdz2jgXH(fx?xil(|`7(4&
z{NF>m<HIB-*&Bxta~$!&UnY%W>Z53(o*2F~*o7>6N;nE9m5rN^xjpQtq8jI4!3$SP
z!o;XHp+SfB|BPgW9YjfvsuKIS(kNw}G!vLjWqcpuZ8)J(S%YA1(kn)EVt10J7Lc#K
z!`GKwaA9o)layeCPbjGLdttz7hndO3=RUo`G7bG!+RomLa1~hPO}qI-3D@JpI2h{>
z;ay2Os%nSt5h);79y>@ph3>1mOhO$<NFn$aA1n`nQ}1_GKySbyE8a3Dn{7nc2zS-Y
z^bVODh30g6IU)<3Pk~=n_Unb)n2jXI_FPL5;5H6NODneuL+Y6PJ(J>bzVs+XVb}Ik
z=_cf0XSTb}3%;{D(iJ?KN0aK&gJff|1DCP0l&+S^(c9l6`HSbY_NlM8+p#v#^3u-E
z(^Uz5^TspVMWgJ73e;WC@Xw8|vMjY|<?v#t-=%9O8e1<4rO3quN~wY(BJgS4plGww
zYpRiB%o@Fmo?!d~OoN>N=S?d_IFpL*0$cULtV~Vc1^5~BR3Z20L%tcm5>zGn)hO5)
zLI8ed<1c=uR8EWfvo?Ks>>Jl10(3;oqEPqW%e$HdyZ5~;T@0q)C#41s^OI>N{fGp)
zjeF;fdi+dl8TyPE6cyCS#40|#7ktg$Z@)OX)$*Nn?@LL#JFRN2mEXdENpF64U+jHF
z$vt%RD`@)LXGygJM!Z&EPWnJcWeckNw#?fdubvYiAM>0~7Czo_EG57FjhM6E(A$R4
z?n0@+wvfR&nkx~Uzw%Rhe{D3r0cBau@J6YB2lXzNgpkTRJ<&oo(e13?fy=K7yI}>p
zv3j4-?ry<hyTL^yB+o?!s$`tZgNd-MO>0*!G_!DJZy4ZUu;EK?C)B}FMxpy8sq=Ca
zJ)_0B6^|*!eki#RDu<~T<{jIHriU0U)=kKtEv_qoVSro@=Ja3v*6v(GaoA?|y{oQu
z>;FK|J6{F2W$jWR<3hfG-Z~3AFUCS+5}!qs#f}!#^m&(-U}RGy$lMcu0li}bFuw}?
z!_7JsFv@h>VfNerpck_Y)?7-9V`xSw`8H;x;ooE*cUIr8*{6X)$@}SOYEL?9(BWb<
zD%17!y3ukC2I5hIpTA$GGpioakmiS>QQ4Ecv>fr9c!Oq>9vB=H@@Kl)Gqw|2jbkfZ
zZXw@b*Zn5hdsQ4#l#9Zk+v(vK9nj0HC9rnFsJGHCr}wA>5A3fp@OknxWfJ1qqFI76
z^r$TdXWKkphH`zlHl|G;c8OfeFH7DqKbj`odM{N6#}fR1Y)eoVVKqHA(D7fz)v#`e
z4~Ms9kR7s89vREXb3A7}^n1!aj6QIzg)p&>W#{Gji8pcM+>@J5yCwPe9x+{mQ$VPL
znX&wyVgbAiRin5R3NJJNf8%9n=?Z<uZ^5YL`OrRZWPL=+OyA%lMUXMH$Km&uipy?A
z1pWHt6?IM-;7k|U^<uaE)eG&tPm;6;n8z3k$;tP|2HEh&Jf8W|Nb2RGuWX1jQA(hF
z$ph4He>^unu*_Kg(wHd`<v$@mN5CL=|C`9%-@=p%+pQ-GoR`mkZJ{`QbWd?o?DJ;e
zKoKSD?Wf|}M&LP!9sq5N`az$+i#Ph=IvWjWnmDb!VWQSQJY@V>7)AN>CTta0dMDI*
zO>|fAD(!@LF`+mXp+73R6mN)@M9&h>u7RH8w*?W(Gbb6@(vCNTk-`PL1hPwye+c7B
z1WI@>v>Gl!W8;IGfi|RuC55o#c=`dx_*9Ps7*Q{)lIhaC{*<DgFLfx_ORG0fVu(e?
zLcB!_)?J4CL@gBO3Eyo{Cl9VhtV2D3Yl{ORsix?mM8?i00J`YyfLBwym2cwepUa^P
zQjw8s6E6o7#Q0@P-`2Eozi>OT>JhrYc|AV^;71K9=|K(k^&bmP#w#lS%!R3^8ja;Y
z734i&@AS&&E<;FF92UX|zBLVoTK6HGsh8L0kf<SrQt?`Q<Uw)RJn`*!&dIN?($(10
zj2J~YJnuSX<7?5JQ@66U8WAcAoU`qdatOLYY^YwIQ}9^75%OgIP<jaF3O@5gfB#3s
ztOy%_BZ22ARCGhPH8*9h2?X(kmN<3exHRnFUvF^|r^R-gfNr^p=+f;Ii0~W_ghb6#
zrpGNEgrZ`P^~1vQydu_nI!B<tSIq9)VG4F1c4azI)>A6_G3-ZjeI;Rx8>Wrm-OQEK
zw7yQKt|2ndfNeyrou1!avtbk!>+YKmwFqNu(3Nof-$!I*9gbzE6`K@>KS)#UOI@AM
z=9c~s873N#VWQ{(5*+J?-Sg)08XG+d;IQ6O@NWMzf{7@kafP|kPa}`MjZyE_(&~E|
ztdGJz!P+i6&L@mCtv1WWXk}ejNO-uhV0NW>x}2U1x7}ypf&*>#u74Mmwo6+OT5r^d
z;SZtxn*`$vfTe=dm4H=0MV=^&Uco}%y3**KyB?trDO>4k$&p9kw&e64iGOrXp>jAL
zyf#nV4Qi`fN~QgrhW1dKjD;s31};CoxCG(KtGaJ(J2t_nA*e5oz#nY-k9sJZ`{^UE
z4pBMo0WR@&h(LhA-@x2=vy_||L-~tCK3K;5&ih*G8!M*wp+qzF?K;~Eo>Dc+npd=F
zOC_`qB=H-^(5uhKPrgu&bvJ(Z0TQ&3X%;)j)i@Yc@mAV#mzfgUso)Q*K79PE7zi32
z$gUVE3gYeZ;&J=FFr10iYtYS$3B>2B<lW9AL`cXlQ@Jut3@-de^0%GS)l>;AuXMDr
z5#@*M$@=e{NBSfa_A@s=iV;YSFm||}C3jF2h$(REn72ePCKfZ=-x8Q0I^y|Dl_`%E
z;rG3Qu%hMk&5)dDYXlxepvj0EYpgyO{pU$^k)cz1AnZ>q(K~-n<&jGwDoh)R?hcz4
zGK~O|@C$DX?TuI~|Iro5n-egeFARR2j7KMvN11>wtx2;XZNmEN^>J_Df;bhn)+S^*
zjE~Cp%>$7#2Sxg=Ogip-LTUXF%!j4&R~giOazmN7SVegR4~bn3<aGY+f&N~xBG`aQ
z^S-c=;*Xe%dk-NcL_E*^eY%&S22ScHTfIVse~C0lhXC)sWhovQ&{I^^Q9pWia{Z~>
z(0(cKjG+BJ|FWxE(4>MhS4YvimEP{Q4)I+z%9Lsh<PmV;hLqCHNOUd&J?SEFz3v%Y
z3!<4sKl2%a3$8tB|9jp_HhlqrUSY_)i1J;i#2&=rE)J`=YQe(5j<(iIawKVksHbSr
zxO%gHiG1q$-82SyIVp~rC%vuYqTB}Hd;!IM`(tna&Ob52yHT@rhSl#MU%p3^<4~R~
zinExdw1IspP`XprhayKq*r7U6wISco77g|rBCp*Q1^Z^mn^)s#JAfT=_Hz9Xc-tFE
z2z#*7#m)%))5dV2)Iy3nqOZx(l-?Y4F&}8yyG|1S0g41@#84|B5YA0!82<<~_Ew$K
zD{2nnf3=(yrS%z^v01cfF?5a17Bi@<bUc<8(v8{7iCyWE3izBRjn*^?EFP?T-amSB
zLG5-0R3zJ1Z5&H1b99g9?NW`a2@DtH?F(%eHJq|_c+HKyxQ?}cmwRS2Gsb9lAd;SF
zII#n^@_i}xF~O|B5XDbYW;&Oqs&lSC{`qvRw;}!y#2C=(7=R1EFXqQ$Njzi3{6vHJ
z+cHlX*XUrclZshSpFDU-#%!20JQx+ynDXA@Y<!_18Qn!O98g?3DU2LsdUn)5GO}ob
zCm;w0#JZySdY(^Uy66ZXiOupf{@HpuEH!zbE*ONFT}4sNV&6yKe2%@+YpHa^<ca>6
zIhl_OuzfaAY#;5Me#RVDJ|mit8c97YSfYP_??3<NT6DH6jy_HYgxH>IOyM|L@lsb8
zhH-C1obN>J%;=xr&KYH4-mH#)15{KhUYWWQrFXylr#VR)o-y3do(p=n=W|y%>XHHR
zK85D8{;S(G)GInLQ!<#V(M5J!rXfRj9j{6Y=-gT!Kf>*i)SF%xVeSH}w&M_k({9w_
z?*KG_yF%B*oO%Ogx>zDB+J&+d|7?Z%<I$PnP`CqE;rm#iY+HC;Lqrd7$e0!+Gz$P7
zK7s_JA{08@(l4>09q3)Wa;+ZK%-uSU2dbCWhzJsF)fihwvA7axHofZWt{;^JumDhG
z!Nn$RAr+_JI4iIE*vOPHaQFrDWHySP2TW-$H8U?52x$+5+pp(N^YA@X`P}KH!}AR|
zi4aRIvlgS?TQ5AZWOk~{<ZM4+KSUi<1NymyEy}H|JXy5Ko-K_2PEJ?VawCK!#!dC@
z1I)>36k55#YO4We`@37Kp};NR7n~q?YmFS??n}Tx!z#oZ0PN}gNuf;@k>{f}FxcXZ
zq4<S$!}~8JW5tFxH>fnzSkD(h^LFu9i&EAC1b0X#DB}RNN2?)(#B>;J67e&SBE&>l
zzBX3JO4C&@9`b+m-<gyz_*&Us8!`dmKJ++-m73o=AdQf4fb7TPC0Y6xPJ!a^Ze{<b
z1|9hY`#V2x73r)_i*%C$IsGdxqNnjfG&V9pdq4FtdG+w}W`?_NPNwzUAMPaFe3u<z
zP6T7Wd%4D@l<m*GWog<W1y5E!gHE%?wkc4!=|h}cj7J1;3QE3ohYF3NDfZJ5Lmcgm
z`4>EXy1U_?&h40gpj$M1;JMkIeUQIRZX48YvgZ#hBSFYOkwLAkY|cU-uym~z?p*x+
z@@ert%keeaL&9k89>1DG;b+p@V7T*hulrBLGQJ<a5)(vIU78SO+P^92ktE{ZlxwK_
z@y6+E-UOitugDr;?PP``nSd743MI@xT6RW2hbG4JYfp<}Xl&|%$)jE3-n;Yj*IqlV
zO_s$S1K(y}^2^S7WA5?{-Nl0C@7A?q72trvw|728({s?%fx<!Y8pmBOm#zUeMm?m#
z5arm$w>A_Fs}5K*mE1g7uO-}}FjRNwq4e#w{M*b-;(*AvI_3N5@`uEBSdLf$S2RPo
zyw9a5u9&V2?lW?Ro<1$HoaflQe_zdA)67`Im_zF9bHDVE_HtBABpM>Uc}FY!n;Y-h
zY5R@nk@(sB>d1E$IX}M>e%r6Z`SC@jG(f;@_+xilMUK9%o=*B8<(Qrisezo)7Fd&Q
ze!c{GN{N_ve}es=jJE<r6ua6xjjTXDPvtQ_l5{&YHU%YyQW{-_OWgf(-@#B)4}J@o
zqXcXQyvRK_W7+X!&CdF`-U>9E>iB6*xb3t=wki`ElR3q>T48T4H5>fJ%epsDGLH5@
zKGhN4yU!SiNk~;y-gfz^{Bj}&kv}`)Ya8SdvM6YGcKjusvp*cug+kukV{-|$ZtXU>
z_iGocQ7Gan_=9C^2#qI4lwj{@HP%7w`LfNQi+eWwN&c3ccma8{Kt^DEMJMKAe4~Y|
zKXdRx$DKKQxKDFd7)HbnjpS+f+QCptaiY+Zdu>QxocTgN*0|e%E(R(@%df^q$L{He
zo}&`35ToU})y-_WaMoDQ7Ab{@-Pe-y2A6-4Abyg!2hO48Ag&J$Y~5;BwoYy{+1ukj
z#1f|_XTn{4j~Y%44}@E#bALJ#fgye30jwPCG`$V9wHD-~m*x7d*xrp)culz)`;O@6
ziNs{5NnPK~9Mh7qld$*%BXfh<{hV9lS{7QelHl8x@TCXKhd188|J>~V>HP7;?F{-$
zYpB2@XAoDqc;CaHv!@CeE)m`M2%<bwcfEi<0?9T2Bbp7OW@;2`72gt{c`-iNS(IZG
z^r|RuFwG!|X@NR_BCbHGVlmpUNOr-&(n-hJ8Xbqs_Q9(}>Cum}`-Sra4rtI_GEufW
zPV{B@nP_{lkUN~?zNF6zw#z0XhC1&Z#~eHkJKfoANnyDZ#}X#OIEdmH1K(4_2FLw-
z8hS+%{6Rbc))0iru6)hy1IH>}Yv1)M*zWIdjY+aEBO5aI9a}_b4k|1Pn?s-RqC|Dn
zMeT7L67|^UddEa-=fYcL8Z>sp$s<X$Te#;c&!)IvN@Upt-p&dMADdj<b0_}_RwRCC
zy;J{G{#4j+{NYjeq6MNmupYYI;c{rCfa=*P<K2sv64)Fbh3h@rSuKZ_ch0=J8qr`_
zJAch&fqSrdN&PV;(pxX`^L`ue%Bb}_hTWpbAJDVSd&Qeg0S&vq9xaAO&ei|QIB#Rq
zpIho~n{8Ju)ErLq1>aYKZ6d+9^!dW8>EfG>GU7GqSiy&-R#k4G2Xp9Ft`xJ3p*3-9
zV#2?Tj#vb`{F@Dl^ZR!MH^~z(Qq`%`-}tH!f08^0=~1UU_Uj>h9{-LHQzri9q=Pp-
zH05aAmMmvK2*}{Rf%y8u31bgYh2k1~ed!)bgg)Pa@I5K8e7LT;Xspp-2<i9EB8_kF
zp0p&cGW(Q@RoY8st9^G&_Wp)?6Wt8)K`ep!LiCyiFU;X*G5praa{?;~byXE~cym>c
zzo#Bgnna7V>u`%pUy-iK-tB_#g)6G=1PeA2^S0<V%?oqafL=EDmCZilePsZRDLS&Z
z31^71grLgjONp(hIqa_cJ5of__GbucKIS7ou+(CZNi<;ut2Y}CoPLB90OKit$|<0#
z{jn6hPQZ8@8{xzA;CLLYD0_;FZjC;ybq5v{g<HC~zNb6cC-m)5ABqXQ1(W+@xmI4M
z%orL%-n!^a4(-m>DUraE1v5SrP8c%yY6eTj{m@!2%+kpTSrl)W4g7o*@@k`~<_{R{
zm8i<H$G9f)zn$;xUWeO3@P!|}7=AJx?3(pxLWSBGFISGWUv-9l%aHB}<e4h+`y3TA
z&&B;1sfsl=aWszG*7p+<SQlHDUruS)J<(Xs8AL-E2-+*eY!whYj64)sez~RBf`)FA
z<h==pKJzd5yc4EfUzIZ<v-`lsZ0*6vj{Ds>2{r=R$8}|<vEE|q<Q!*0v<u`o?YcCC
zpBcB}A?ZyJ8y@O1;nrKoqW!O6jrqX)rt+qRJU1i>vg9Itr_$@|+gE+b>09r|ibK-G
z&Z;@Q!6@fDI@1jJ(3kjIW{e^fRJsd9O?TymSCaB&KzwJ^sk|(<Py^20r_vC%e4-G;
zt(5e2DRQ>_bQoIwO1#)?yg*>gISy;sldN1HuFSX)o%N(P$A7kLsJR|AU%3dHFJ;-w
zvPP~?$B2gI3cXM6RGJ=q#6y@XbmvAWnehd`gsfEf$U_&ii+$OT<KR(6&ooJc3r6d=
zeX`kZUDge<(J%O!W6`M^5E}TjoCVVtPv9!)<tY3ed2q~#6g!Sm%y>Dqs1s5R78993
zBwSz*G|&fjH>K9b1(t;?jB>$^yI{FT*-6|1=_m;`uD*HLLn$%rFh?F$oZ0VDok+YS
z<w}!r;RS|7y#Ee~bkop58+wfQ?j#x0SnrbKsl>PQrKaktar*)1&qy>MwPltC$1<`M
zC*mqub`R36uVitmD2DoXO8&>_q)@8SR_z{=d<G?<+ohT*2vwMUzIG$C21AbkT;daz
zs+9rEctHc}&wSgRQ^|fbAtqYA@+XszRhI8CFS`~af__X5xHqnzC>B(VMKMtz`}PHV
zr(V1UX&f>-gt4|{5~M%SX=~v*Dg;cQ5nfx45Cfq(v_qKB4%s-bD`<g3`p7yp&sXgx
zisUmhItLl_uG|<jIUoiQ<Ed&=#67aR27AZ7r{rOCd6G?~teFmlzkdR8WD!BOrDV2{
zb0>f*!ovAx4iG+m*^gfP3Qpp!N`d)rhK}%SyVx!ECF~;aCF34k;xn2_i3zp4*}tt|
zWgj~_WUzbE2!c0oASV!GNU}1-9s}cm<b5~aS@KzmZ`2tE!uJKmv_0PtI!$y#x$vGX
zL$dTcF1qDjVHO31Fh{TCQH;so4dGxAoPaGsn6OFRf{9M{QC;5^M*ko_%)V3m#ly2?
z=iBL26KH|{j8xjlRZjX|P%-u&Yce<(S`NRBIe%Jzlx5$S^oWWKR5cx36aF|#!UR5Q
zh(VT%n(eOFz&FUT(xVEZ$&SyOU)NWeoz9Zt8>F}kV1r+OSC>(En!ViTZ!gL@suT5w
zihax@I5+{7ruS4UJscCV#s~VcK^J7q)%(_R?!&~8Db(0ve8rF0-;3ngkmBV}(LdwZ
zh2$T9OvZ3F6~Uu<&HMD;6@jIZYv4!iL-QpvbOhCbqjf0uPYbPWNDt-gUOGsIJAZvM
ze3rWZ#L~^7Ua4?HZbLRAgF2B@hkhh_jO(0CQh>46`bf2Q6#GRa7L0`R-))E~*wA|r
zAn=!v)F<L?y!ycxDPl)l1d8aA(On~J_Y|%+*oo>TA`{|qno6TXuK{RB?D+Oaltk>p
z@Nf+cQ5Zg@YdE;ZlwbZV=fQCMK+X^^v-U^^73Tp?(uU<ec;|ESh%R4N6@|KWiBTjv
zVlfrr6u%xF9mIKTC%l5^h$8DqIt--;iz@)4I?#N#G3kZ_9X9j<-#=>OXLQ&YDkb*G
z+j(`GEPCcUvgBU1?#9w!YUiO?^Gzsq`r3mgK1M4-B7Hg`1jC79ZF6WMC`I>@ZB2H#
zmB^EPOr8eZjvCeNEY{8$+@y$49-Wk|N_BjQ4~dvoIuVolTbj(?UR|eV-3PVOWCd%5
za^$9$9n!c-(nJZmCOzl_)rDaU*Z{SThE%?c#_`z$qooGh+Jfx;&lseW?S925?W4gv
zwG6Xob#wgc5BHJ@ezI8veG9w}!-2E?D7qcCRh_ntEQuyO;(VF0(@?$-`NEZ^Uh;5;
zA8q!KLD;F>u>CAK)H--I_Rg<(J6g>J+q;5}us#!7rgEvz7a`-J6GEQ-VJWcQE?ZH8
z5|g{79P|!^It~?vQ}Xs>F;uzGWlaipffHUvfe9|x^ubvn04AjTlF|lDxnH8)A>oFE
z>13`m1E<3?pHgM_zVCX~MZ!cOY{Fg-Z|O7D#lZzTkCP7}sSv4IwH09{K95HfVfO;)
z{li!Zh3Mnuz6-{y1vi8!LMUQsOBQJ*n8gJkjcfAwiS9(>6rKRQW8Fl0mWIw1$^b+z
zX-x395Fu5x!ohjcDx=F<Kf6e&*jwIE`lD+{becxi3DGmo#7Uf}M_5XM@K|%zRUf>4
zH`U72kzX$t8p?G)8>Wt4#6e1cC-h)~YoCe9d{3NaZT>1bjoXcNG!V@iy}GKMYoDSM
zb0$SXETO$cM~4jS<dxW9jDf%4kFi#9Ma;tZ$`&cdAH0D=gGY1+sgREKkgfI#`XzV7
z>I*md-P#5^%1NeuGt!E~J0ZN`dy^-RbudaXqkq$|43ZB*x3(bj&>~h^=+c(C$B>Q@
zyS--)LAaHEg}vB>fIaci6Q!EkcV_iHw-zOPUMK%rMJ`iauXU;Hvc=>xJ8Y&SXODkv
zK3{`Fwn~{0tV5n-M0wZ;g+fk;_FV<igm4bA*ZsKsvXE-E8C69{us5)PJ^Af*^?a2&
zdu#e}vLS>ZO!IgoSYeR(G|D%9pC4N>{Xsr<EP1yce3b6U)+3ISPGMCZ_q~c;$QA5s
zzA?I6oXwC-^M|&9L0{FZP5DnvcfQS8`s*$Q_^5iS^+kn6Y~*^)&)4iV)rfu@GgoY{
z`1<ydybRw~M9W9N`s){X6efogBsLwNY&Hm=ru$rW55D^oE<5__Q%l!w>k%DwQS(P_
zzO_e|FIku5Qm#&D&l-q0-@Q%Z`~LfjZHT1P6#m&!HTT}KefJ~nx8_5q)`;g{TlA~G
z7u*lFIlA31=d{B$NR0PZicm-a3bP}e2<FJwi0C~Ub)<Xf!9t*TjAl8g*e;ZDb?YU=
z5$S|}2s!5*5NiI<4GRQaBDx;SxtAu-^|8<$I&_6Q)>m26EA@>>nHqt+s!$)S7ljMV
zdgsI(yuyJSV3Yb+Cw-Qpa{3Kimq~YMK=xV-Y!a`FI2gkp%2$udiz1w<(KBs&-!}}E
zxRrr(V+pbz_E3VC$E`<9C%|YZ?X}Vqbwkdsa_bz7)9yRgY`;N{-Eo+8p!yFBpm>}o
zSnqz!lj-9LMH}UP7LRZsR}dgT_O2D0SlMIGd7x1?PN4lWEvxs19~Q^9#3`Yda^I#n
zX(^eVbb_f;PE8Ja-B-{&#{J=eY$B#`OSQ9pKS*3)<vYz?n;9!X;cjl(FZeL}1xT&(
zLV-S)%_X!|{FO&2gYvr@;qh<LD8At)sT6Uio)Z+9!M?U*GnX>Mb>B7<@JXmaSQCXJ
zs|Qr{sNI_2=ktL60@wf}4}R?uDiaKdIaOc#?MdT3I~>3JIr`-`kzy66d7Wp%o1<&6
zKR=^&(<~uf=)Za*L8J}U0(uAArHssSS0>S&vhb}y;sO$Y-FNKr%C3r#hzfB!MKtCU
zRVS16p|Jb7NR_WHW_IY@u-OoWAFTVXA5vqJ+T18xr~aYtkLlL%vWZmyyXWN~mV+?Q
zSy7EZ^L@L)6oM~};Y<F5IR>;@BSVg`Xzz}Oe$c*V#LzIBVztgrxX*^gsY6|_wZf{N
zs@@#LD{g#%DLrv55Cfy}8)1R6C>#~U1~zkpQK}qF+vi+4L$yzi=R^1^y@7SFTo5cN
z_+tX6-jA7-PAsXHuf-4t*J#94Xi`_Pcm6=ApvmQbG-+%E02-&^6|QxEqBq$BqU~*Z
z@LX?Dp>KjNkA$HMFI(_?b#rkXel1J%eRI-JgxKQq!Q{ZjglQf2tap_gh8%P%D^io7
z|AMa}dVBxj{j?FV!sk<&?l!;B`d0du01*gFg1n09_aBy2By6_3+LX2>6J+ZVNoIv?
zGBw{ErcgNk;@xa|Tl2Q5ZK1!4&z+Kvn3P!k^z~{e*xO!&6s^6n=JdChnEi5xFma#S
zUD9HGMIJzposY~RFP?*8h=NY!is@aLeh5RUR0)&2O%0w9?lr-(;hO4NyK_q7Va=4Y
zd|j)h;(D4G-G|Y^5Yozf>+L9>6P==7sJjCFTaq(Tb+iCTa@L)hzN<PLwg+s6Ij<$^
zstO6N-O@fyIrJ`)htzTt@5_}agcodML9o6Mtzh-H6*?T<wq@BZ0cmp1OXTvqU+XSa
zlFjSB`L&6%1&<aIwu`a#h>j6ymm+1O=@KoU-&r)a(l(Oub@}y>p;G)(i1B(uX5}4M
z#Pd4E{tvp4YG6t*mj9A_In<W@=v7{4xuuoW^Jm%tqapex$`mW3Kz+W3b@PK?61F&3
zTiIjfP<sCD_GSH^1RjL{!_v)L+Kcxak72G+r|$%RcuChyZv6ZunBsp=PIx5x;m3JL
z_Mj{JQ{`y)0N4E+A)i;FB?aY=@R1q)x0Bp8>4*<7Q=X5#V&0%|?aGnEt~L^3KIXWl
zY8_Ig5xDa#A$UXiI_ust|39!(P(L~UxBAK3ba-VH^6GtlR34@x7K&f0#9#yXr5vN>
zhD46!Y1;B`s(9XQI6rX+tF!82oYbgN5BJsZ@)frf)DJthAT~Et`aCp6-cdG|bKiSD
zKYo?uq^(PSz>bmD!>jkl$M4-ttO^qQeypY}o;P2oPh|4HO57ePAwggGbO7HYzl{9x
z8l&#OG5PtsD*;lp#E`prL1VfP^;DNhill$t8#6IzxiC%Hb+YywxP1?qIdhV)TV%l1
zU}i)6vdH3~>veraVJL6AS5d)mCg<gOI8Fy-XzWT37fJd%<qY38Z)w_3f7NU%sOTO<
z>m=$hD#(hny;ngZr+7S|p8jF78;%Rv@94u6#I(1>sy6*{uZ-Jf!$y&~S+VMQmW0^W
zF@E2JBL9eV%Rz~&jcgsQ4it?w8yz3F2X`fD$MKWNk>J_w6}*+#gG@S}uis-FE}{tF
z5u&*SY(;8%@zc3d2b)V_`=?HixIaiH638yymdFNDU8@(@HGW62_7T#wzMYpYj5S#F
zVDXl?Qq<^GkM5~V(+Z(~O)^*$h|`F+LIGukm_32u;<A}?Q!#1V{LsLGLF>l4rkiRa
z){bDMx_96*gY<g+$A#=9E2?7}s=h1Qvk0>(CnHAf6uc<GMepFOJDqqC!{EwNzB$}|
z=vJkCU*IPWK6g`;x&eIYjKLEje?D`rwM7&KDYY;IF5PeuXSTww-Sf>0&`;N%F8W?4
z--hr^H$RM-L!X4E-|i2kEx{fP?;(cZugEWliS@c%8J^eKzZzN3X)3k(B}^ll*L^<j
z4GV(ope1<S5(_<XA^He$sPrXe!rCV)N%h+<BCsNJZ+2OUo)r6_+#|&vg&Qn^0bBiI
zSM=f9Ar)tmPS=yzz1vb->TLZh!{e<<8BC$PAQ>+X3QsY#HABWNcz$bA-Zaj}XX1lR
zAbK8gpLf8wi%=?Xae(6Eyp9_WD{VIoe%^^rw-sZPJOHVLY$|v9)2-k%kSP%}(I%ji
zxa2$R^_Nn@Er}O8CmkwuT^Xq_?|lq=@xmM~7}R}~c=@f2@q$O@t<C(axp3S$*TdLv
zVPuu<lIr?_O%YFY3I&9U!;YF$zP<V7SAcm>QJM#BWbE8JB~NNR{LlJC{dg~4TM@nA
zGWThXe(S)u#IL6Ylkd<FC7MnMm(&Fbp4JeIx^wP@hLGP~nqE`QF4L?p!X<yMecV|d
zy-d2+4mC^KY!w45^Fb(KB~-{cdAhAPD0&}vo$QUil%DT(|Dh^{$ukGG!TX<8JJx)u
zIZYcj?hfaaAG2Dob9+)BU<y$EH5Wwj_$x)fiowRRCIGnFN@)HSFltdXQXh!t@mkq^
z#=MWtqVue`HX2txsk&tKr5)qxSJ#i>7j`pdUg6WNuOcBfTkhh;w6Hb0zzZ#H|FWN6
z?bh9GYMK1%<+phg^wALH4vi@1^FJLA_`0KL{NQTgCReI_eiAvek7=x5h+DB>Yhfa?
z?mu@FB^0B<PUn9r{FIkHi8N<XQ!Zk|%)!9&?h#i~K61EBYKpyT%{epPkFRi6jdsQ2
zXE}aMlFrx`LBYoq#~mD9bvVzL1AF7U&)$D$bn*>UQ6z+|Hp|f}@Liw?w${9K*Ksyr
zHScOohF(=y0ZlzY(W(m+dX|Yz@sPbWW0Rf4G_8aHX0;py=YyNAh+-H-5d@Mf3rQ@u
zQ4-U>$ScQP7pl1Z>~yopxN4+Pco>U4X0Wa8?d>&(k;)82To2^}TD7VTwB9Gp!7p7*
zqP1msm}3nnN%WdIqsTs~yvOpau3*7Hm`u&pdDf<xe<Mb!(2r@hZRb%ujw}t))R8X>
zVcrcK94!rmybAKz@KbDls;vlNwj;fhWxB52Iqp|<ij;ppL%EK=PHx{1NJV>+eLq<3
zDHbw$LS_SBnOiNrJje%6_96Kb_XY#nLwCMY^LrufXz}GOWiY=_3~^t$#QY&V_{y&!
z&QzkzOMN%jmoM{zno?Wr*f%}C-wR77EOtb29+YsCfEN)Lfl1Ruiw-d+0CA5P4z&i+
z&&76njO(L=6jH=)O2cvdwKolL{M>PnDvbBzx2?;V@p}mS=@Qy8IJQd+k}PmwtJlE*
z(?@4t$psUDMxXx3oObDzi}5Y&fcl7dxihGlHwWRCYrO*^@5<V`?VRJHY9H_#nstW_
zqwD5)y-N?fIMJ0GQahDD{Jp(5g0q44yi--b)p*R|>Cvx%0bZ}GEN^YBTJZ0Oi1jWK
zyFPNIk8&^ZcDng~VRQPV;A)%*h>w5;kkaGFmUqv_Q>cyH?oS)MEyyz(C>`2X*5Xhp
zJ%SajM<|lCCswL=tbl5iTb1hJ*i@Su-FkjP<B?{n3B$nd*NV5W=M8Dp&%S!5sJyCb
zIXk^g3;A5~&jP+jD*a=Wk8ipq{uoUUiV#c#2*L1I%7uRAyHyuHn)ZJ9v5vzpL(O|s
z(rZlClf2n3u#uZhE`-l2&(+Rp{63vb)l|L2IZ>g-g1IJ4=Xm{>qE(4s+6S<GW%Nu{
zJYKjRHsyrBdF$Q>MMuoU?a#WM(<$X-U1_=YUbsFrJmRpcSXJS3tL@w{pK2E3KF<}R
zjVip_?q>=yNe#vE&x<Bt6B9Nmm~`Oq$3yWZ<dxLh3@OoUdQ%wmj`o3>5!0${!b6Ms
zWie`_iV-DJqKm7`!vbf^lR=YXVTzmbf#RBI<-yZy7{qo<9I+#kK+xitoKj|rgx<?|
zwkD2#-^h9L>__BRE)iUn156m@5OOUM-iqHmKiuaDPh%}yf@dXwY_y>(RZOSa*NWKU
zi%>T9YnP9ri4xF+u;IaXI%;uXdUWxuMR&R8){X0WF3*lrw4@3B0vDt*0Yozh5#1RI
zeGbu>XQDW?bY;yIE&(k>h$qHpG=#%1-tbNUcsQbAfXJ6Vk2+K9zvP2c?L%qk*2op2
z3FLPV-(<(Bj<dMJv)tr^Ho-)fh^ARcxl$KtRNtBb>cQ@R>cJEO*y<%ogmLd~PVsh&
zK<IMc{>!P27hmvJaMs%qpOg1H`xd*kxUY(wJ|lb2MCgpalkKxDKe*u2)o~5~jGW8s
z$t7m;2chciQRvtd0ob|%F1e-MU_?}#OE64~X0v8%G}X6_Q^FmhRjQfE(XK1;rQi8>
zp71M6>HWkVoMl6?i7YgurJuc&-)5*4gHw3t7)@-B({=>5%+O%%+j*y!`<r<BE7npQ
z=x42Seiq9Nih-<ifi-GL;``&q4;dtW<nviflBS>^<6uLUM1oYygx{2GC|hn#p_LLl
zebk_8CxqzSy_H!RiZolDYfZSSO@k5tU|CyRmYhbi?B%)tJ$$u8P%I}bOM(R&cuS9l
zF*0!*n>%fds>fU?W=Q*azo8)6LoC?Tu)fUUhN1Py(^N=I?W`NrrkWCD;3Rv2Oz${@
z^X9wF3X`Rmg8AdLvHUa#>>F|Cf47(aJO(a6!Qe|qyEiu1IGTDLh%yYIBbpb(mKW<S
z@luBJE_?|xWPR0;s?-w6Rdo&)R~w(xVEv_~@K|GsXEhprLg(orPzGD4N?|atysPvT
zv%fM3=1=siM&twdDGLR`Iq-2(1kfgs319w1oW8UP;iuWKZ{kkj`I4ahQj{SQm1C+a
zy7t8<=`5ZgqMqpSpS<WvG*MqUB9~z0OYOTGn2U+#u@6lMsY<}L{tME-+MzN|3h3#N
zZpyF0l6oB#d$jzkQCAEGsGh$tbIEc*C1uy{cTSVTUp4+X)e+}=NSRCZsk$jtCl7>Z
z6ZyTM_k`NnjJE3`LOSnFqR<#|_|$9H7xC1jIw{Kk9^wS|r1xSt9J45toUZU^wH~Nz
zB}*h}?1Zf`1|sIFW}}^#68SiXvsvNw``F*yaOVSY3<~zcCX2u0oKuZ`9g0Sbz!-S!
z;3U!ysGvgq4R^esC8@J7HN_>I+KW9c@r^m%K%r3n(D2L|go?v~u%d#V&qMz#VV`_m
zkA~YOCyW}+;t3GJxmYVNmy>Y(^u~cvg9U*sawQs1Ao_d=SX_T?Yr4X031eMZ^YJUt
zwv6DSB|Z%6tPlUZ>Es0E5%wR@$$0!UX|UQX(Y@#M^|$qGpv~J9_pX(~l%MzKb}*aJ
zY+krlg^5mmXYmxQMQ)~5wz2*ZS;Y2cY_8umZf(mTwVFm|3{fO`DAOseC&2~BQqpnL
z>8bnywK;QN;iw2l(RZWIaginUDC>Pgqve`u>lAyKk)UHD(J)+)S#r$#pL0A0#X9s+
z8l325jBc@f#>R*)5%bbV3YlrMc`7`K4W+y_YG}r3bf1g7_p5W=R5!KpgLc6W8o$Q)
zuG-2?yHRQ^$BwstN&HXW%{Id}`^#8z6D8b|%`L@5{?Xf`$RvR3Vj|VU!cLn&{Ch#$
z+{cS2yfwn47#*ni>X-X%9wxG1#p$0uXrxI&|GWtiVOJzM;&{Ww);*OC$iWWxj#xfu
zd6_=jFz=m0J`VL*J9kyi3V_6ba;Ca8MXKH&w8_8cXuYUnH(?K-MiM;7s&`<mzuSbV
z>0yb&QepZIput+#Xs=w*doXa7*hpySfdoG8agCR>EnMqj!9cc9U84+24la6$zLdLG
zlLV5BEA?H!Eg12^d6nMe--?3~jOI)`y}r=aoIX~!)(LNf(vdpdnU{(+vk4E3Pkh$c
zV7DaJT~FqD*M&JMLo7UoMhm6UMA=+7UgEz;b1@46%fTbpU=TMU(k-2)IOCPk(lFE4
z)CH_0?P-cPdA9Osh4H_O?bGCE?O3=HX+p6wM@)DHHk^kt8*kDTv*l1X@}$Usx`KU2
zf;WZ*F_iG3`Yk4%!dmfJr!SNDY)(EpK(!4tkbHBb$j6oZJ@*Mn{7su3yAFEsZoZC-
z_B9yY+IKWd5kxKHC2c78wQHDSwDufpdU6Ll^&l~0Rck%DC@GS=P+wg}v(Z4v9jU?(
zY!%KS`fngM)|W`$p#I`N^eNc>q3??VKm5jfcWP$YOWzq{g%M-!q4)4HP|`XghGIU+
zQhJ&;4CXgQ_}O!e9~|-qxzUcRCGGoXU5tHpA7V-Vd+p*iy~UiQ`;y|_5ivvz+dq%(
zp&Skx5j1Pm*Rr;pO7FfiQzN#v7EzHIXY=25CkASSLO7!HZo<U5Qe1RB!)0npQ-Ict
z;qsnc_s7v_1%r|R;B~Ma_Yo-uuXa5HzAooNMA}x|bd`*xf9OowKI`q-CO^h!=ahF|
zYV)@G6xdi6u(M=_4s5?VbmRZep8N0Q?!T&W|9o@{pF58T9QB6V+WJ*X@wM(B2^{*G
z-wS-IFCswu!edZ#J!yf7C_=(l=;bsOjSbC0$zvic*s9*0tyIO!v0sgSgoH{}-%-}v
z4|M*?{~S9Xdxe%>CS@kP7c_1k;DR4r*C`{|p*9I=#<O8li*P|p$ptT=f#^rinh6{v
zoP^fN=ZMwL<BF7z#3;sfS4Kf1)~`vX$BFrX2h>`wt+GA}gpj|ef?8&49w(ndd{Kr+
zo{@K}R95Nf#9UY+V{b|uIKT<PM95to^es71opym-TT@}1D#YrWJ=$&Oyi~>;iE=CF
z`9?bis)X}fBs3F3==1M_yww~Z^@X|i<XTxS>gZJ;vJ<Rif);aWAFPE5f88ZsCp*(#
zG2IgWb92@mZea|(H`HPX%d@mkd%q6<B>mPy!_dj1kgxYrTK>4#`OWO`TJPeX=Zdxw
z?Z6s7(kNLrXO>h7a!>(u*}gtezSstM{byJz4CLvtQV|)v>vn5uBj7zYJQbSdW(>Jg
zI#w%X`QIHMq`>i!$3vaoGE}8pB==-pwM6I#O*7!M2#%>*hqDp;-PyqYOJV-dOD^$A
zy2jq&zY53y*>OFjQ%b#alVzFc!5x{$5n}oy>#5EYOKmy35hak>_4xyCFkEmUtBj6T
zDX;py8eSiWBid1>MA+W`Bi>A+5&6aCaW6qxBOUEGP^LS%HMB7xGt{%aYAZj}4#xLj
zLhj_ra;q1vY%C?VIb+iY7|8q6@cETRnaUa6v_1IyfJ)5haraQ_*jV`uvt#BSTrU4v
zvI5Lp1p(c4?RFSJLsOvyo=gsN$#x2=x!$yN#(~+%?*M`f|94@hbcdXBfHTn}BVsHP
zRW7~NrUAe>#o<CTUZh7Yg@{_~_CMe+1d0y%?eT2k8_1+;QxuNq-8A{%d5=R{OPz&^
zUz5mz`-LZD4^n+~+7NlVfdA!+Cw{UJl>;2FNw32WDY2`Ihme<=YM8uw{WhnEa*%M4
zSOWV~C28ubj*k`{aNkKcOd(B-mDr$~XS+kIT{`FpTZ^Bdc|58N5#q#%g{L<Q^VSsB
zvj>RZI6{R@jn}n}BKvmvu#rdK%hEcG^`r-EwxHN_E2)Y%!E=c4%PU9GIW4q<Em4dj
zzI{!K6hY-ouZuCpZy#*NeAYQ8d;}w;2ILjjv?X_|3g5;n(ocQxocA9V3S08-$(7?B
zv!|=Z#h$!nMhUf%YJ*JbElW5sxP~Z4;B0CRs}8AOJdJ-7^Yop{E1?a}RIx#k-i>W+
zLqf$Lx59{AQEg28OiNJ?EyyDG;Bonn+qWFd0VL|NJg+PkjWw}c;5-*N>4YR7N_0C$
zh&fq`LN)ttKh<#UCvo!oSd;B`i_dN1AHCfFZtVYg3vKE0&ZL;~&5o*j+YG+DDQ8Gs
z(S5XCB@Ged)0eS3x?AL^O5N0Al&#A^Vekb*<?SXDcICad06||XN_{MkN;hjb>)5Ry
zz5GmUp(n8n^GCf?c`9FgKhPVG*1)*E*lB$$X7m{(@b*CkR@^0EQGNr+RfcYc#cAU%
zo+_lTPo}irp+<dT5J=t!Xmyr4GZmyMazJ8)7uAT^^5}%cWMRQjj$S(2*TmQMqD9Uo
z%|MR49Yx7}P?3Rf@-z+~+1UvxgDr6Qb?(*8B|ak3sZ>f5=%}81^d2km`w(l|*m9ZF
zL9DMGSf`BaFaU`996)@+s0gs99yXrNKG@d1@A%6du|`g`PO+7Z@pkpxmemF>e;cp(
zeOyssc1_NMTR?y{@eKq7{t#$eK~q#m--66M&4yS*>Y^c=rMl|i9GcNy<Y{ax<fw)^
zzk##6VEg+J$)BWaqibhR=elh<7WSPyz~OPn?@7AApG3vNohrkXG?!1n;gV5uE~V}w
zChl!|im_-SJ?4rs&*;wj^S0*#X<+ZJ&a-=yHRU&PbLIdY0w^b^B`RCm4PC#V^%c6^
z%~Q7U?mC5;NTuN(4;639*N`J$yxl}7T<`|X^Gg$mfAE_AMzHXvAmbLet;ieu&<3O0
zKSrU1;(<Ulh;EZd=IU+il=_|6w_I3(oA2C^iNccP4eO5$uyCI#4L+(>Xt#T|BeIet
zW%sWHMg&M;EYO9L!k$z~V|ih?06a8BaP0enM8R`vWXpj@$K6ewrnb8wEy^?zGfg6g
zOCC+*CS(7f(<em8<_D2B!b>R~OSDN!8>-<mV=2}eG?m#L#@0j(Gz5dl6z5|C0#=U%
zUO<C(2Y?srb-V@ITHO;*01Q9-#o?I{M?1V4N3sb~TKT=dyle$bVwhH}H>j}rIRi?l
zZb!fmqjUx=&`RL#a&P_lx_q-GKFdW^a12x-^^a2n@-<h=rD$7N#6(M|(Z*$ocdk(^
zge!G%-*`H|1VBd=J>(#zq3<2{fN()ldk4I3*OfOge=nh1!LyAs7{z<0CG@UWbnG|;
zkRz(YZV-U+7kRddYK+HW8X}=5orawzV1m1guiH7fgyP3YHbXVLz_BCzh0)1NY!8`8
zbeSsGMCrZ_Cl$THZQg-B02mKpH`ETvaG}=NFZ^8YHr%7~(0(XCK)&4M&q}FVcJ86b
z)k;lhAtNEP!#23W)^YvEg2u`&@1czxQ^D4+wh8^EI?sq9RS(xiu@5o$){EW%>OP46
zTYJ0U#tXD%0w(Tt*WiBrCH}0gZSBb(n7ZC7@Sbc4;=lvnN)u||2Pm!#C(Pr91QH8F
z)GCc=y5bxwYPr3aTC$?fA5VG=5$Md&1t~D93nyP;Lkt_>;Ft$~HkF?gfeBJ;{|3R-
z#gsx6C2eAB?^t_yOS1f`!4D$%x#lst*zSRx3Sd(|{R-ZJF2&A|exR{23YlBQEtzu6
zF&~_(id+p6F8shHAJEjvx!Tk(f169HPVyx3;#B9Xhn6gSM*XQoZeYi4v_KBn>GQ9v
zN4en_(1L)#s{Ll8`*Qoso3-~ABfGC=J*UIWgFfH5Z>&$twRVerv^wmsPSAg~C`-9H
zSkT;A(O*zgX4K{ovgHT>a&~)IjroW1(p_6LQwu7EgYE<G$$Es7v%z)zG&h9c{G9m#
zkCh0g*P_1p8dq6Ig6ImKrO-dEh3OWY;-?ssdx@DS{@xW6!AOj_0k3X71$vfE$n6Fq
zbOF~}nF{uU_})9f3sUs$_r!lqSpRboqj*A3d?4-QDrRa30Jh#hfvrEFxYmALj_m(%
zt!px+Bn-@@vIij}%oA%F@zHcH)=!;sSiXJC>Q|?w^=gh!goqK93`7z91VzzTcY}&G
zWZWlI*53V-SU?}&ko>vO?7BWK28n?pRi2|_0<F4T)<r?1ZK4Yr?LUA}flT=Ukm=`a
z7X!ElfF$#dgjGFQmyRczA{B-E#BRR_w;Vz*{jr(IS>%IK$!udQK@u)wzGNcf-s&gc
z*zv@rc<#MSP&kO5SL(Pr8tqa9r<cy_AR8U_z8Q-)OD^q2MUKTt*q25^?ir+!rcKjZ
z>fh{1HWRdt+L#E3F1<Zj8U~f)MaawGIq2IMa%@C8*2=B)q=Yw}_7Ltna;kFi9@VPm
zms;jJ!lm-c{WLWD0t?lXdq=>MEYr-X6i8CSujy|jJ<+i+ycTD{uEi~=q}fs=3!!&e
zh+57w1dACBqj&Gynt&B16oP)1J{~d1C^0&@;15_b+bv3{V6g}}9Nw3M_wks}_{E8p
z(3?}f7pT%fh74#)d|A3gLD9n;ETTJ_xR74}BpCka2c*`NE0WEU$}WMc?H)jpD9Jt;
z+~3wCi&FJ(L+O~AV*D1n0d;dc7abNCM>&YG#Rx0zP@}<_`d(d@dc-j{AE4&1<8t~!
zBaOie7+c3EF)^_3YV=!fpaS}omBLmF*>0|4=BPgsO?veQ9xWYoep*Hm%w_&oEq);C
z@v{9^wvf}q7f)nDGyq)Mx?%Nh80KL}vbPj6_pc&DyaHl_NYtVAj95)tDl~kjMiJ0W
z-T35zBw9CL$K;h4vaR8pjWyl2^$pkAx2}NwC9e-HGFbA3>+(0LL5s(%-2r$X6^msb
zeckg)5%_hK_$}9JjQ{ohQVJP##KsqUhIJ)VDL8)2TZKUp$oSX?wq<5Ym((<yBW428
z8<k}3tTLVZ6pD^{nJ?)=m}0Zl3m5tsGoUsqUU|!ZzXg-0=rmc>jnfpt37qnlw(lE+
zTv;fdQz7&5Rm(rcaWo<mr&(AJukxyaCu-r8_sx8z#J`Kr|D#C)zlDgnw&igt3b2`*
z`PCee<;cAh8LEC##&<YEbl?cYF2@C<S+P>Lhn%GCbO1lZQl|_qn03fVyX#TzE6+k<
zhU@Q_KfU2$G$5Hg@A4G@m9Le_vXkCH?m{xi%d{j+lRnex+czC%8S8Pk5gp1w?m>1M
z4{=`O>fVnr$Cr4=OgQhO-zG^+>xrsryVDd{eiPZ^(JpF|E8Z@yXqYLuja2zEiGgoN
z;x6P8X@^d7D@rh?>38-U^RML|W>d%N=SES28{?tR?^y+AzXOh%>K6=$5w8#NKvxFb
z_~=BPx1vN3wdUbl-|)HJZG>OH0R@?KGu>_0LH6dta#sniZF9j{z1PivKeSUf>mPqE
zR>aIT(}9}!Oa`DGsA3R>wD$T^8Y_9MeSmU(rgA?euv^r6@sRd+sPhOW;@}Fc4uh{{
z!R=*;F8jqG`>CDRAao59fJz6Q7<cO0qD9c!grAzay(^_47m0-v>l{MfJR~gLZ{}J1
zhACu}3@P{17Xt+e8r3T2RQSENJle<zh>k?SbC710LrazCkJr!yo=^9i158~B7BRC=
z*h_*sr_jYqaN2jr?XzsWa?Z*vSMWT)oh(uX^)=bgc!<p<L7G2x7e{;?7u5Xz<#o!t
z%kK!URm|-?<zdPMIq%f`9m1~7SKqDUUQ7S^^q}E;>Vn(AV~qdQJWr%cqVZr&=S9cU
zt@M=UdiMOT$zReD(f!IJ8rH6{pQzGk8}QBze;E|XjZ}3cO8(EA{gA33u(I-ai?({B
z@`YSS8k8;1H#0u=XER1i2d;1y4cz&xSvbNpUn&zYtt(kU{r|Ce3lWM9K{vE<z8D`>
zY)m!^xjxC&sSU_BzJJ7rS5n>u?n(x+sGQrwf4Sy8xd7KE2G}YRkXGAT=fyT(4EbPm
zW9B^KdEno>a`hWq9x8l1L4Iwonxor+Qag`sKEWP}-lEcLlDy->KqcywybQ5ttrPwM
z5a4GV;Q+j5Ho1(-WthhE=+(qSD{#nrwi2NXhe3p6$e+nFE8xbIT**;_)G9c3l~32=
zJwrOA3QRiORKAq^Sx3hOjr4pWMko3!;6_bN2_u;s-jcIW3>YcStjmjV0pk0mD`W5n
z&iTSCEZIGc6!2mT+VckNjGIkH{GKnKp*SVc3>Y#i*Gid_q}qI|!3`xq*?S0)6X-lp
zQPlfx&V~Ra_oYsfeNKD*!Z#<`G93CvKfT&kv51Tybi`E(;TLUSB=xoj-&jt+eIm3I
z#=UyD{$X3$rD8+F7}G+e1gr|`lwZ6`jDAG?%p5}4AH}O6d=Z~01P`EbzCH0{AFyVT
zZ+u1hM~qWm=lEiKTIL1XHz|}$`7rB@il~>V;S)TBTO;d*>&HCPHG>IshbLqo0eD<k
ziY8jiAt5?UWt3)lDP2VgXB~5y5S|d4nkRekDt38wk-3ibM0C4njAS8AsDi5&@I_@Z
z>obE9x?_@W7yYy!hpfqb>K#Nr#eyj};Xkv4G(cBKgf&zijN%D)mT<+JH=uwz&qH@=
ztjX|~Ps&4d5Ir9H?V!<I!PAu&`)M3BiuWgQy=p8Uk2no0*XGsNVfrr9pw@t|DzEs<
z<4<;~8x~VY5}anXr@x)-`#T-q6$HDft{#}zyf<D5<E(k@vJQRr2=}ODgP&4mDr8hN
z?)cR@r=o!3|Dx+H!=jG5?qNbiMN$Fj2Bo{Z5s>aq>28Klq@;6bknZjnI*0D=P63G_
z-=BBA&vX6n=OZ7O>tZ-(pS{;wd#ye*KnU^50VUVvAzqByR8Y8e`>)@8VF0)EKm6te
zAFo)%E*l$Xrxx!;f2A;y7(M^nd(8&TB04|or90}-8@5}vrkQo3U5O7=B$gMl<LF1f
zh(g#O;x`JIMd8DcY`u5Bn8Swuubw9y@ipNsY;Rd4%tDK$9j+*_*ML0P86q7S=zI66
zVPd>k&F<G_KMCT3TfH2<x&mN%Y|!z@O*gsA>K)_U*Dpq7ZaLrjJvv5=A>SsPgA<6E
zH${}n=c{EdsWoPN+^HM{8s#luZGB&!{YO|u@6aqc!!Z--3%L&*YAH)TW<-H;mvH`n
zhXfp*>g&2R&IMr-L6FDbBSKQ3XR?)Y;*n|Do647r1l5WbFJDGau#NG@Ey~voN^+1U
zD_6+ucyK{IXPaokk&^T~(WQ|q<?#zC>b4}XtbCZDo~M(H0V6)b9B>h&rzqOx%qDS?
z@tq(d>tAqs>()hEwjM&Mo0@!1+tTQ((V>jP+;AUyw!und$R1C(b_m;srM-XDumS;&
z3Ztvl|LXK~r3L)LL#Ei<uIGRkUNsvJb?Qrmgg*+*_go*|BAoz0jo}tuP~_x)nSC)_
ztObG~p91cWkCIpaOt9MOv_ziZx}gjkkPIiO``Y!I<iClou^5OZvpbwFBCbW2UL4>a
zpX6qC*;jmqAcBnS`rQe&lzwEAI1wFy&|yJw3is&)pL4?or0_N!U&np%1?Ic0;tRz@
z2TgRx{PX_^6eQQ-0$6k5li|4ulkkr5dK_g;;Pwif8smG_nwaHQ;`82~pI66k(5OhA
zsILZ*|HHZMe+mx%-409dz^x~$Uy_CGZflv!n`*ogdLNo4_y{&2$KzC17+V8j!o3`q
zlO96fM*_NzH71LvKQ*b>6G8%juNmeh<&qVAoIJ}HH?G8@oXQGd2ZG%d?JYigq2XoO
zucz!4Qu#1RF*5?bHo|pTlbbx8t1-Hp*b%qdL4F_^J0rrntS<3yc9d1;WJ*J*dP!#h
z^1Uw{e~0ceknW;!>C3T)mJ4r?a>+3w>x2G{>HJ7ERo?``XY+)^{PwT8ClIh8+eSUE
zZq@<zvZ)He0eB%0d~HZR&NWlaO7s?GH`yE}lj2)eqgSAB@{313J2akgyz_Ia>C-t6
zv^m^NDle;x$G+kl@V6gl{?kx~7WqRGN27}4{v1G#u$^zu_{-~W0%qI3)OT<Hkc|g|
z9#n}neE*uMzTlU>mGHI^x%xl9+K)r<gQ)`v59Bg4kAF-k_avPx_mOY07<44pakm$N
zt*JyB_%1l7WEBlGZp2DzEHeRVb1z`?%og23S@<d8n4TvI7(9^Y0gxvLKO!8FAr<lR
zjpp|jiw>|Sa!=3W0}zGuC?KH{Dfbg|Ep{K+$#VINg)I3!KN6Yu*23muJrqx@Io4(C
zc(hmU0Popd=2TpoT?Y$76ETo}RzHbfYe#&1c@bbkZwKHU%Hz6Q!eJY59bjN3qoRrp
zF!(NgRDc8wxMiowB`?uYWw>mMOZx(0BuuWanY&jD7Af?qbCyATfH;osUp?XsU@u{V
z3QScN!hKW`nGg6qfJqfsPtjYW2ZTCB^#j^&DG}evb7xVs)E3|{qy0B)XP~hZW<m4N
z!p8V%5FYN&FyTd+ANs=S7rj3Y&PTt<+IsOu@ItjM+ATRMvyy52yJRk8|6jzWnwcb8
zT*a4uB>a2w;4Fkxw>nK)*oSviFM-Ie2Kq88N4PlFR`k3{z%*cY1`1B`v)cu@$s{^Y
zzz=!P{F1}oTE7|0@ipJoFk=U97tQ<T^rV7`-IaYzzfv#hABV%@B_Z5x*I(1=FgV6z
zgH2pbBq3H}CkpXaIQqq<w<1ir-kvN&B_1>KJTpghVNaI!*czt!kv*@S|GA)=z|-N6
zwqdp2Yvyl04tzb|(wG?mALwXmKx;pf$6Bl*j63t`gn7Cby)I{7*{)_%9TJ&;eU>S9
z>h$QgN@Gt0DY_cFGx=|Lwl)@WYv~}8)CHX(n9zZ$poks!B!=<yYi*mjaRqXZxF?cB
zC`kWh-*HSZ1kOnWN0RN}xL08aE;{+?9OZ8`$tBIp7)vr!lff<vW`I9aklza13kOWz
zhWQBBqjAo-eiX5BD*RK1D4d1}G!R!x;h5pr|33SQI>20iFqs!-J(Vv{9D+b90f&7O
z=#=&CQAW3S<6>&Hp!`SmIs4#`pEMQM;@#{pH88xvf4&%Oo~+KqZ<+zzj^`d^gqA5$
za6P07f<qgkzhs+*83Y~OcwuVDj4-%PIFRK~eq=c@sPSmgM6Chp8?Y=IHZK}{TJ&$x
z$^XJ#vv3Hb&2e$?#PAZCtEufME4>WguH(QlAyj9L?CgCUdq~?2^Jg3=!Z7oFaKwpD
zA~dA_NwMZ`^1K5a3|?jLp{V;6_cc#cT)^>LK;-}EHVZM4gV2Z$n_Z7~<!8v-4}ObU
z1ckK8ocPeDbDN4;+LGyer%wlDl3dVuQU-6vqJ1LLxG%U(_(F^b=|KADXDXVZG4EfP
zbeI{=u1AuP>yu)4ZKLX;9uDQ)iE6;|&I92y9=3nA`c4%nxC2(hE@9X6T@4c-o_&+?
z>UadS8y`5EPqikl#NSvo=BlHJ)3|#LS8ai(IXiGILd|%a_0YNdT4Z4KqyHTY!OukG
zX<{ol*a1t||3L|>Nk!UcT?1J#N7Ocm`-1^RLEANs+y{7Tk=YSTH<6EjSeY;EUwHi@
zbd5vX$UHwE=l>nZZTfX6`sFXoE;%Ak^?9Lx*<bxdTK*$kRa8NH075%1@c%;d!bmXG
z1$ki{UK+!nwQZzpn8>ehzh`pq<e|YFk<67=j(z^^LOP9%_nWF8`Tk$b^$<L2b8)<g
z79ukvq5yCr%9-cISS`iz1NiFYIObI(g+I*5`o8quQSqEnNDAy?G3je`qqEO3R&(}y
zqCULLwNSbU{zI!%p$s(q_}Wa(nz^tY>AAf7p#yB~pZ|OTq7m8J(>DY&xmR8FjU*b@
zMe}JJMBTI<|HmH%7`jX6_XgH#%6zCqsp|1OVcr%AituN)a1{x9<Y6`0uIsqHxTVOF
zjVJjj+7yQs<99gl6}Vw$^|*K%)fGS@I(?1b|2t0mJ7(<yyuK{Z<F^&%jHktb-+e_?
zpI;Nt4|ribkwL?ndo4!g{N`;=o8nMRKJP~;u%oS70ml;m4G=YN1w8)CrD_K*fQb_B
zjW6o(+W~|wi~=Nq3*q<;<UqjICl}soB3RfL(4@pY&=Y3kdjaE4xot(+Cw1&QGxZnq
zFm~QHFk8QF?H721+=V=g-H(ot{eXG<J)h+if<M+Dt>a|B#^9#-Js~}`SvwKY=ZNtO
z@rDi#%4O6wNz~bR+v%Ce+7~3A4e3<ypN(=GbKR_jAC%kPQ!S(Vd9S*j&G20^RPAxF
z9i{k)d}$54)ptG=h}gAxz}^k{+@wwwUSYX|Vhs&++H(DZWTAYA&i1v@KHnEFIZJb#
zVb)Hj!SF~Twwgmb?RHjCh@cE{BzM#4)KhHCfURk}$1d@{m6^J`g?j|b|I@&_tb1p*
z#>4Nc&vW|y?h#YlY&2&WlfYbmp@-klYYnfHom#b#R+-0ZC!6V4aM-5spct1!GYuS)
zPnVYp6Go9RCqvwd^WJv9CKdN2?#;HaCy6{KR=e%no6CM_NeTVfVcy3r+=tLkzy^HJ
z3~g|tb!yG;xoys{8AzQ`4E(<w??MnKZ>#sS!@OXqFpQ=MS3%(AkixP+YO?<oh;!k&
z&+3%z&-7yuaA72S739$sOEd_Lx+bkVLaccP?!mvsLc$5$9sW?ba(GQ&)b$_dms7&1
z7J(vZ+|r(S(`2Zd+bYDHGBk2tNnlPmh=b@UfF~BE6j2Q0jih|=(R5lYIuKQ|`qTlI
zdUh*m*&Y_jz~vHpDAsWufk?n6r{78W-DdDP+}DA)q69D9?Vd#nM(P;ns!y8SVi+2K
zX}8mX(_P~UoW@3Ae9XV+YgRT29;ite=S;?|n+Q|6F2?SR^1bis!*cBHPg7TX55Cyd
z!1w3sFUz8@?n9oOjE%jHB$gWMWnCQ7y-QD<%Ui$17YJJHjQA~|2$JxTSAqDQ0*KI^
zpe_e^QEr(a_GO>neKmHw;m_E)3=_Xfbj;dpmzANebRqWP9k=K~P3}R0$0e&S4HPSz
zP{y?nBg5}p6P?HS${JI2+*5t_LXXgx$f1|9*X8hXI_wBubvnfXM@`qe<&TrlK>6hM
z&x8X`W7B{3o{0`5TkmpHSx)FAJR4S&iB_x#PWKZ}Ta86PDk!Q>Cv~lfwZ1vY5*>1b
zdCsQVs&Z0cQ8Bu2DkVH&)UobQ3+B<><HFjf4lgfQP*MoTfA{hyzRY?IpI~bK3n2C?
zGWaV;;c&FWb_viy3qYWu)gZ0)(toSSwH|0$=Xp8}c4#V610fbZM)p{MHKKR?fD>Si
zi1;F)1T^4{0dqp8Bj<5)BOc7m75Pyldu5gR9?TAJ1KQos{2woC0uKh->INyj!_Svq
z9MJDsKn{S|onj$K^Q#>^O93npl)Hi8wvi*uYwIWqr2JHsk9^iCDjF_FZUbRml|6|p
zPV*vxWS|&U-z`V;BTw5;c-=?rzg&Plq0w{8wAQ7mZi6G_ki=A2olT3@a+>+-AaFjI
zo-ZA_JjUVLwWho_B$n&kpSsH+qe00{R%6!Yvm8g?Gb23LP`!6E*73EQPSEg=akM=q
zNbMqTdfV65pSX5vcrZUfsQ6}@P~G^MC;O@uMIxPqF=RTx8)HK2)Z!gr7b|Rdnrlb6
zkN9zYkeg!fvz>mQcd4ho@j9U7(TD}zn(~%3Z@~%#gX({n<l8`Q4qFnCJJ^qcb6>j&
zLIt*11wFR#xU6o+vo&gGaS(OE3A2nT1&N_r!1Ah3{z<Jbh2Mo(dHmayI0Fh1jP;>o
z32FQ0S6b|`d=pQicrL92%Q1()%5((=n&^X`K72F&{k)m)$3M-`{&3;D@!k^vnqZcG
zec^bg06X9e1i574|KH8SU$g$522R_>X~gnZrQ{eWK$+)1U_5vT0YizYJ+nOYnG9Zf
zVkedsRx<J51OMFrAIc3yeB0U-D1vk81c#$mCW2@9CZOfzSKUd{U${F3jIe~LYVG%`
zggfWKSs&OT;Uq#3<8_qX2;W<K7Xd0OuXCcvr-U~kE#u@!yE(*2$HtKutF~kV+l(0}
zw)R9@jnpVW>4e4}=x(++XV7$RBIvZDae9IiT5GE+dflqt)wZj1y#fwubfj1fhivgU
zqw5axVmg>MVaJV_TeA6X^e#53&8~6!ZP<J;cC&aG;3CpC&9ZCba%kgP<;g@I(=Z5+
zVy}~f_RHVy+urmxqJxs|#!bnz>!F|Rz9H?weI3vKy*uR&Gabe+TXwe&P6QvQ&@_$Z
z@Cp(=l4J%Q<S<+dPB2X7w-pyRr`C6BUjaE^Z;(J6csjOQo7!m1T6M!0m#aYziF;Hh
zdiUqSXDjhzPpN*Z3m$8Q&%f-7UfGzd3ZMZt4i?>ab7Fqsrb(~1F)T3;7QQ<7b6?x$
z!UE3^!W>B?S(R%sa3Yi*uldUjTTArE=qf%z>oiuab~xT2aXFc}m|&Q<*_6xzo28t%
zrzlRvU?WU#iWqEWDCknkFxlcf_9B;JiI!wdV3@}9(qHLLL5YZsd|kHSOZqYpd%Jt7
zgr<cnTAolufe7(P{6Cr}HZ+HiKxnP{?+XH_RQ8r}vWEd@1c-D!1#z;X(Z%Ool*i9B
z6}||476u9YimieqG7o>9+nvO}%}zOmrTx{BPmcWC4EHVJIH{acJI05m^KaVgI5?N=
z(py$W(eS#ysHfYg$ZmjDF+uKSr($|-gw?*|R$o(nTm7|X%~L7|qq5$k?d;?g^fg96
zAGlmV-L>VIYk;9v`a%YFmzSz9r!qfWL9JoclxzU4FBudop-V=*E~mWgHBQAv&S<&+
zd~?F3q6gOZdFVS<5E^x&D_xu`t2!tT#myeMt(T=gx;t?Nwehd{T-FiXb)eeK-mFPj
zmMzyKr)@BQi<hL(_Zf=ty)h8<g!+7O3ac}qWhn8!nh<Ik%#1vDj*w?&dOuZt;g*Z~
zl1+MiC}xmixPu)Bd&$tYlrz=34FOWQ(7yF+k7Ev6Sh)7@1RJPwdb8(mS&8)8E~LLN
z!Kx1n0+!^uP~n)mx1{;no4K4-Z&;Ny-5{_umt_!D$9egbf6WA~;|jEvK5`$8UnA^5
zaiXfG700)ZxRip!-B#^jyp%#o-iA>jR6h_>Avll;RUatCWFqjCF~<+4=VlT5O-Z$_
zE4($nNq?Y^B_FHi{+tf1Hl?RB8+~U}k&@pCtrGknee=Hu8ir)VB;Lc-wiX>=Z@g_d
zc$sDay+$h9RBF&=z;g)K%C%Dg-^n0}=B>35JH3>C2q?Pi7WEbZ_g^y`FnbyfD+KWP
zzBKB>ujMcd&cZ=G^@V4lMO2a$#+ec0cf>zF7mLq9>#FUx2T~lcQ+e-T1bgQ413uy)
zF|}Kob*NDA^3L5!Ym^X&rc9j*<Y8IBp`T=VK5ErH^T9n{$EB*i{OD(!ZYC<H`_h@O
zaA&{5N$c<JfYU47=ZyfmYweK}p5NS5J1h2IL0eA_gNF7vf!>b8THxm1#aicQk6Syg
zhb!DmSYM>q+T&iChL1;$t-EU&Q<Iz^szO78x~n&lu3t@DExph4RKi|!Q5;Rv%&hj9
zZNq)V3f-8%>8i&8-py$xcx93((V0#vKk-`Nm~zhUoJSkZg6@kw<RQ)5d_cf%I;6p8
z^@?+)&$e}E^y$yex21}m8WNw~v*o9NFJZV>8}vRJ5()KXUPF#TncSl*zK>_1m^O5t
z&N>69Pd67eQLsJ3;X=%ESv~Xy$+d{bno7eg7P3`Iz;;>B-<ue66m^<&6MTQ;vJ%nY
zL|_9+*Qq(9K20p~+sc=_8@|$Ri@KljmD)~)T;@ZUdmK%43wAUdkcrv2NtniZ9CKFE
zx%5s0mY%GH8m{jK3B(fqJf3jrJ4LPerQRRMRoPwOX2RqnBhy=&)n;|io)`GgJ?N~C
zqexHyB||QSG!xEy_!wioN)%(QxzokRl9t28S+%)UzUyjEn?h1)%=fAt2$SB}?}^oZ
z_(7V|?w$5l1aHn2omcl(1}SNhx4DvsO)pZNP1mEH^OO?~wbS=G!E>K$$KN8*moIy+
zAiZ`@b3H&+rb3lfk(e-er@lz@{u2U$FHA<V4b)I3=Dp=*GBI4iQ1zmOKtQ3H-EKvh
zp)c;B|5J|X?zR%AAHTbVU1u_efh50oiOou@Qt>or*n?EY0gg$x4wrp&k;!T`N^(N+
z9NR38*ZXlY<8;TF+V$YU*qcjQYoC0N(8<{g(V6CmJiDp-T~8|30~a=?WR4llg(Tbv
z?RN9LI(;$mksyXV@gmj<b_6rJnP{KI_bvkUW+oZK_jcK(1~sBUBJd_vu1#QZy}WD0
z(Yw>J@>0DfO`MS=o1Dsw0PNQ<aMen1#;P~e?{C-=9Y4?iPB8<Lj7sfulPu$`V}g5Z
z79Y3b6;LJH=c`j)52>hR!8IG}V?%*LLl>~MrTsewzW(UgYAT3$l<laLwaKTKVJzn_
z=<w-qfc%>I;>=H{+o|U}G}W#u8LI3)MRqlAv)af>6<Uz-O}O)7$EAR`vw44*Cu|w-
zWO?Tn_chMg5);)wS8Y<|ogK_cL{)sVSuFEhC}(?g>AW!*U@D35W)s6G)Gny1GMrR(
zFynN-kY1>EY*Q`N?vLGJUpuxJtik#6Iich|7*yY>DU@vD63x5o6;S(5p=*|?ggeaK
z*X*!bozq_T>&ikrqs~OySo5UAnjKR4f^J%kqrCvNb%Yw-fUnO>1HCM*)C=E4C8ibI
z46rYo<|)NJiK8Suk#s<`$!wXHU0>nM^&+EARq@PM(09cT3O}3Ml?!Y}llc-8N_4w5
z-_UW}+1<N_Juo}|AX>8YE3xxAnNL3Dsp-MqYA%!uJggq`1&~hlP&!OmCQN7^hW0Tb
zE^BzQxAE(~(SQ+_<W%yd1~#tVpD24|o4X<WnvtDmvD%=G-cQb2>0^hwxSP<69cUf^
zW!CdQZ(;s^<?(_affzo@U#f#*{a-&y1atuLGI@ZB@T?jG5KPk$u%3OC)_nT<wd9^l
zvxI`goal-VADDe7rf)HS*Tg_#YMe^oW5z9(_>0gSw|{#9^qhJB{pfFmWE~yQ_2G^&
z!_ojw$B@-ms=?e{cM8N8#e5WhK8Zc68Qi#*P~r`dRrr!=G!OnV9sFEB%EH9jKt1O5
zEcO+eVIH$nOV%*hBV$i+^LY)gW||-m1S{S}fh10rL1UD&#h(zsSO&4+6#YYFdwv>s
z1HUSp0jN9T#;%Q}G%1(RpP$pEQymeUC^xcZm1OSg*Dp%X{47o3t2>D1((PZrF+KL#
ze(kj7gXxZG2a@~s+AXEQj!6ME3N&(9Y^rm!<;~7T8N%Z<uSD}XV(|)fV?)TUic`1D
zoT%xtXk#*W#}{cb#N(m-XlDW0zRqVz?V~0A+4yM5lUHfP7je*F{b>_-z0R6kmr6S!
z%^uNOw|Ud!IoD1MUpa?q(Li>N&X*~5+ntO(L3&|BQ5v}xj^~qS_ee+U>Ry3d)U~^T
zql<l_xxw!|Y}@0$h_>x&dA|^O@xM>1%4U1{_OM4p+7-xWknR!VlC|jiP9ZuS7ww5p
zu}9mk;3+)04r0J=)4_Fx2uoO0vV*o!PYTV%X=i;%dAfRZNN7psFSu_kGK8*Q)U^FR
zcd?w$HDl&A7do!PQb}5atxzyOx5%*iEITYkt`_Lp;f5wuPTp@r^HiIDA}uD38uK#>
z<by7Lj-Y5Ef~7(!^)^vX;{-u><~nkSVx{wE>pAbRlbJJ^?hB%bi0cM06k?Ee?H+@1
zEbeQo&NLB(Tlvp7X;sS@kkR>>s4c6iB-vIpK^<!H{NJP}4l3h}Bip<Nbzu)H1*N>F
zsf8r0J6mA0gJpZ$M!s45VPioAJov6xiO!W-0Y5Cc!VYR6__k2X)h00e5ymr~&9Y8Z
z3evNL`dAqa<^q-h<o>}Yna}n+Lyhd3N}gl@4kzIQ-t*|YYV!pUK?F8=DP~hF(A1G!
zP5L3lN~Tla<27huBZ*2WI>2V?)-XO9<eAGU|FhO?N9o6#U6S8C35u0-nnr?-J}=bk
z5Qsh%^?e__PRC(j&#>JSq=BLvfNTa$>aG{&u65)U)Xq4dxC6HhBn^kQ%_LN)I<6C?
z6ShgsY*Dvf)7I6dZk>B50&ugz7GfM?n@WSdJogs!?Pg(QvKwxP{yC$Q*(UYTH;vR}
z^Vm#y)?`@jcF{Ma=e==590ZygF6XZ-BvuS+1iq%CdcHvbYrp1OFJyZY{cG8|`)dBz
z+&K<0mmslzXXAyM)gW2G2QY<sk<8as@k|lY78|ZTb0)FsCG$IhX`IQ*yXw6!0;=-k
z+Mp`a4>jF_I0g=`KYGD{iMe!>(~gaPI*p2;vyLtigI=@h-OZUoJnsLh8~-UIAIV=-
z-c|!<=Sg)CtVECOqs-E;hbj43%9<*q!|kIKYEpx&>;c>^Nhnsl=h~dkaw7^Kh=$aS
z40_)gyno$(^^c+y=<km<!29Y*Sb@JwFn|@2*NAA~1f?_mpr=Rzw<|@V0hs(FSZN3M
zh~q$-pkzLGyV>$cH=9*5ojr*|YxInDsZgdoSq*0M(a*90clRmHA;UV%^0Vc7jA|v*
zF(QZ+iN@Yikn&ONbF*vosqNvMX8dq+yG+s~U|CwGa{4<`yus{~sr9naGqKYe3W-km
z3U#>Gvn#A0MzdJRi;54eM2FynkPOVd>mLZDxv5W5uh7y6^0}>xFHs!K7w~x=VZB(<
zuuaNzwVu<2GW?*^C^KRR#Zb32UFKQ&V@PjFDz}nwJDKH(V!iP)Te3myZYXgim7WJa
zj7++uK7FT(i{`xr*R16z-n3o`&AltHuy)-MZF{K}L#FR<p(4{oe>HSU;&Upwm2P4_
z?E`uQ#`8RxFiuwQJ{L>-QUngms?1XDD)Bxae*Q&pB=0$W(_y`oaU@p$%KH}!hdmh#
zW>b9wn{U-ac}b?1!r_-pmuYtAgG&37D$TEcroA)hntoi-$cSAkkJQXGBD7j=t*bqm
zT)A#2G6=8niM|%`^>qCsXYCr|Ly0^0IXCy%7YOt%N%IviNE#M;uGOA>s-5i1BZs^<
z^NT2|U0bllxOM75>HFM|uDqyezVCWrHoJ&&`XjnNn2_#D$Aw;TPBm=NG>Ol)6?6kb
z=Ct4IR^Y%<+I)wjD4lw1TuKVM9cHMP3t`8wV#R(%h9MT+7C}`CTmbFZp0N@fog)T%
zFLDe;H2%J5Ln0IkA>XSa`gDPn{L7jd4C5+0e__s7jD}*6eGkp;jPTLs%tYus7cu9U
zG-e4rh6y)X;#+lw3|oeUERDMQDg?*v1M2slU%EtlXqc8|VqH%BQtIkOJcf_ZHN#jM
z^R4{$Nv&gk+*U}n*)c#=E9Qpx(aDCejH+#K@>>mFxNFi+i#=s!?z5#aEI%|R2GGtF
z(jXIEa>-XO*@QA_;=zU+M?@X)0*;ch9MA-PpWN<2D!;54#5j3{B&l?kKZ%FFFr!ni
zv86Yt%kOMYt~&l*a)2@wj*V#|IsPg)=d^!vcYue2(Z=srxJ!ARqrD)xCenBDiRaRz
z93M`(79LL9Zq`BjC2||bR~j>ioK<7DnsW<JI@?+#u~OxsOh!i#hrah>#GY~H9~Qc!
zW37^`+rCl#eyFv92!L~ieLJfYVx^rNM}g)um8#5NtpQ$)M{e;uv}vMZm86&Oh(@#A
zI9#)7A4n7~_wsSJC8$<Y{8`-|B=9x*mh_TLlaOz_5#<DC^jwg4Y5Kj5=_ESVj8-~o
zi!nr7>+?<8L0YV1li1n2k2sQHj&kpttXzpvI(w;Ez#KSwHiA>Zq}^GiTU_Vb)QKiG
zfUifut#XT-tu<}xp5asS)*)0$a9gw5H1yBW+!!(R`M-28Kot_6AkD%t7)oTY-m~Mi
z&*5ynHx>-W7;7ITk})yZ3oM4t&QvA4KSk#sY)iOgZdqvY%}^Y~?M8+UE05TPx?<ay
zF4ZS}zuNp)KeRyJAzT)~h**iX9FNQs*r|o&^yXNyp4Xy=N~rnmey$~trlW`|xLVEN
zYMd;?4-$<c27=jMp)J(YdX<b@;m(VKMDRH*C?4<AN!mJX?@u&5kJ6uqs?D6Yvk)WW
zu20bDqBSV4i;ah~)yDcIx8iK8J|h^x@$3!hnEr0kkeKn)YSCsCu=O8K6720;Ip5}U
z5*~Y+a6x@Iik&j;(ZQ5uq)CIhH|;m`nO){b%;FDE20Al9Zuq%Gd5Pv#YTnO7u7@9;
z#v)=WdNMt{vklFt6Mhu6U>R`tZS<#+&#k~zr}f_B*o^X;`&nZK{pnx*z;s`K_L-Sh
zBh52j?!y&i1%0#L;ZzQG#DXlndS_tc#lI<=)Eq3}R*R|iLU$8o;rV>+YwlT9fuwA9
zMVj|AnYp7|%}F;2sOIxfVi-TkulM;Y+kV?Zb3@MPYhM(-h#Xr5AkC_qt$H9UlC7tG
zg47J_FeanJ(~KHAJ72{}9xAtQ*M05iiBaKD`t4YP(-@HgJ;UyE-|8my&4hQ<rwhn-
z*vo-rMIlUfOEpdEUDH#0D~}ld+vgiK4fDOzUL$<cEyR9RD0iA_Mvh~T#j9mL#l0Rl
zLt3q7n7A^gJd)65wI1BXA0?EfW$QS*z#GesvRPM)KfBn`bCVI1slia?xbo~|7v7Rl
zxH;O<YA*z~?{5buGJZCQ^jM7!H`nyh#o(}XuSC5JKnjsL6Cx0B1N#Q#Nj~m!rhhHG
z$!wiqTx{Ukm)^?GEAc76TQBm%tCq+6_F<~_k!&(sc01X$)v>O+uTfjcNs)1}tOuL+
zMe@swV7hX(q{ncisF(04#3>}%BJFHX8|J7#D45`v2PP_3>{moZR1ev<pR>a@irLm0
zH<Im2&q?p`!3y`s?pf3ew)Ks1TA?p~9C6yxoS;31c}D(h{nNpVBu-7=MH=lx`bZfo
zcaO4@+dS*g#<7u3b3&#y-oF^}Imu0>4?Rxsr*>n}N@GOr8P5Q}thoO0xLYZP){T@T
z*IW;{()D>WV9&I-D;ejf$K!cPjAlTx)l{5T?$B;pAQ`0b%4)K_r78b@e$S1z*|VD$
z_Rv;9Wq(4eV=v7SZLRxh=n4NiZ32zz1hbE50&;)Ta6{SWA92mQ)ZG|_Z?$6k>zx8t
zI@_tc8^p3t#m8}Q{>?8Ya&w54OL*+UOcS|dw07k#R&rP@*eNNKwIc91V!kzqRLrw|
zm=K#IVdMcjZk`w2yv1=#()!%2!ylfr;`#i)%{Ii}vPISbv^fq?pTFwC72g95<Ic2U
zUUDy!vb0aZa<KrQ8~@DiQ}>KXCM@^oVYU5UNj|8)JhI_7+X7bhk11(@4B^y&m~_lv
zj!@@XEo91Lvk{Y7n(mv#ji-_{e=~l6qR$H-_e|!ls@VzyrZ60a*y<6lg+@6)Up+&8
zZ9BPi*-)l_VxOYvvUm3hcdam$os}Dsc<s8Bfh>~>In8<EJc*xN16;C+iW4&2#nu9y
z%`)BjW!o@J6%#wB!X_Y1Sl=z@ZQHswjXUM5P7~?1>uTczQSV4%-xD^xt5xfZA(b0#
zB&zQB1N-8pHAy7-r=LL!(CGXizbZ{y)#Afx$)39LbH4^5Mkzu+FS)y_d#?BdD6VXq
z<j8if0whAvzi`qS{c))gzIpVtj{@?e$a~(zny6->`SF)d6c8;ub%yhC_mtp?u|nwH
zKLR~AsjD^>fk|jf8ul=SK1{y7dNG<Sfu#FMo>*uo)?j>u<8PNjhA5xPpJ6o^QdE*>
z1Jl%C1U0oR(2G)N`Yc#ifc(-qCt-uT+K$zGlu578^FH2Nf5AUO8T^D$-V);$j27=T
zvbc2NC?bllE_e6#n}4#<CovJ+E!l)JQoTF0de7T$hMn2RrS^T|xL*TMHkHh1Doa9`
z=*{goai*i&-i9Jv$SNihfLWs1F?2s|D1VBf)HamQeLi<?(4oV}{N5EP$$+Dwd$nGT
zY&p@?z<x5`9R!2@nek@Gk60q6ENi~1%Ox+ZG=v%Lbdi{ZAd?7u)h+u#_puC}&~Sk1
zK6QCx2^d!h#auiVXA8``6DMK6RcyE~YPvOlz$(h7GR#|hR=!~9P(iqpH(%1tS$#x)
zx!gVcWL`>U6kd6!IbPJJaFo<K9d>tavv5C6mov+!`swZIXUh3*{>y7TkSlzNV7Xb0
zI8JOWaq>0p1y%EGJzj%>P_nhltcFSUtjPC%^eMYYfr9{}dV7gQ-vlZx%!<wH&~?}H
zE3{Zg_6ol19%tA0^{2c+j;)Xa1C1;p(JviV=s*U0Z@5|1?by*mS`Bj#Scz%PwrnDv
z6Gy=dzrnoIt4x<2inU$n9?dVMt8_hAxfg!7HEK6(jjqW`GI#k+DwCmcB$dwxVNi)R
zd`0GW+;JMqT(0h^T6E(v4mrW4GTU0uV%Y0No=?q~tSEz+)hKu2OVN7VTztcq<mD04
zQn)2d+e_SgY}V&_E(eotnLIV4UwH&C7qIEnJ;In?kN%3f{%@DK<qdoY)78-&SUFD<
zF+|h#+wU&INc0C+S)Zgc%>G1A;!D0K4mtk&_#EC+%W4H4n}AC(23#L;Xf@w%|Nj^<
zc*KQ~ZHPd4t*_ZMkJih1VFv9I^qpBbmOt<s@s2r|jD`#|nVa`31K|QNqAJI5oltNY
z<5}gs7lFGBU=&xOnl=h4YN1SDGhHj<KkCy;x=-!$du|rV=Bb8OJIy9PN60w4Uw^C*
zes7P}Qn-_k+)Z#XE0f8YV9Tz~SGkJ$p1$GFYQy*5f-x2v=#@J<O7XnUGQOV6kP*&Y
zF^3g2MGb1}k!gNEq|)8ai~>isxjQu=hkMyQs~5`TO28hYAt?n3nrp6nG+H#}Ioh}5
zq?NwyBvP(W-(jE@aSBXiG3zS8LB9^@0W-Uzd)t&5)a!t6v3ew+59<+o+q=*&4K0lY
zhYNnusKJ&Ei9X5|K1gA_p`!$h&1lwogT=^WBjfNyX0tacc}i^3`ct(7`)-Tduluy+
zd+@t<xCBW1GrYdAGuW)yH*Ly!K3{#c_0&}3g&jk4LA?WYxB}8C-{dM1*uzGo8T2+~
zm2T$3@pls3Un8*5M6ohDNG_OcKwi2_g;=*Cy1(0rXhGF*QCf-!!(~(}&vtxvDkmF{
z4+RrOpvZ!fF9zunZ!s7gzGeZl`|MA7X2Au)Q(gzMAGOC`ja5UF0>8Yfk!B64ONT+f
z|HyMT|HTVAloW#lZ*MXmz@e*Tt||Bpf&!N-ccAl)%WC7!@Q<Bl30iQO7W6&rXVbE~
zazr$SE8S@&(s*2p*^Yq-EYw6YE2l&k2Xr?wt79d{-|f#-%0sZ^9EjMAXpE4dq(n0j
zA<pZ}J-GCGpo=b|Ye9n&CAx#@y={v@%^?^ty~{7U6{#0gx$u!YwW|bHHqymp$pz9*
zUiQe=&hO(K32XX@d^gQ2oE#OVew4V(_bwCRhj*`&d{@6h_&lX?%ChHOM`^`(>MrO(
zJ6Yf?0~(ZAX~%mEqECS(1Y$xz>-P74?hzcL>l>^Gt}ZZEETJYNK)(!s!_r#%*_+>n
zC-t&VwY~7p+NO<_WNle;efE{L=(=LH9FOcKMfg%dKm<19fa@UT1W(S}zR-bX4pG%A
zXKj@a=NQ_<@zca}Z#xrvvYk~Ukw4-8B3zN|Qpa-(C-Rf&ol#2Xb<LGaW_2Tmg1_Av
zAz$jcx=y$Ii9plq9sVysvE>E4E|CbRa}&i`c-JN*Xko6>j;ylMTqY$}SJw%}I$b-c
z&zfhL;#08S%mnw!;*WHpjN8rZjqZOS3Zzo6m=)Rf57$d`u^Cp01`=|=mt$$UIL!IX
zNJ&9w36Og5erz2$hN!fSq;ds2xz?KHHywzd@@YRd0tGkCZ<JypHJ$dNZY>}xjm|rj
zNqp>aDF9#3!TL0YDn-gJ9_bxQ-#UK2!TllUFUgZTU?T776;X7)xQ)SyB8?#}yjd^P
z7z~SA!;a`f8hLjn7fa2sD87Y-#Hu%puH#MxS?_wKAt~}r7k&_d=V+2(`wt4mtj@f9
zRD>+P?$isj(P8@t>@+t{UTKiy<=3Arsa&Zh$VbTs5Lr;uW@7MmQrsA$V$Z{Z&_GLt
zpzW3;#Z0YQ4^pnqjoeZhvW)BM_|ZgbIPAN->=y>ekFtAQ6QM-epg&XQA8G=7^JJip
z;k{Y;lUXt-2jgYIwFe%;f8g1RKhQ)U)L|8bj4K^r8R#zm%x({|D`X<wdlk;c=s1fH
z=8mRzkjkyLI=4x_U1f8_)p*yK=0G)L%rA}`LVy8(z1Y&2%3;S%f8JYnx=u{m_@Tm5
zhjV9e*>bBa6=#{{;5+rfQiFXBO4$$KWOi~42ahd_Rw)<TNPGf-ZB%5x%Ir=y#mdt)
zd5<-1fkMT)dP4r+{O_K0A*sJJsQ3&q%^nvMCZC6o7+B2yl-w*BlUWICE52Sj^<4YH
zUY@>M*V{xH1&|!?=`%?~2RJ{2I)}O-$dvlW3|h@;)9l-cS#s>^dg^#KntueB8~GN!
zX}-B{gb%X14(q6|)M@9!x;M+k5p+Ln41N5FAx0WPI>L7oYfglQS}cC^j$uFwd-H{|
zo;4LT9(UQmD6l`F@+7}h)mCb+jmEB$vGMz(+EIE$FIabag{Zrb=CK@<kh1GlNV`L;
z7Dro0AhVNlCI5L_;vMffWvX)`!+Ec5L-VIFjRNtcoYccKY;`}^ql}ST9GktHcS5y4
z1S9qyHoPL8lRn3$v-PQq8!$_jwu(~+S;0&0wer>L+%u@Jjf#zcKA;3IGm&4ahA_u~
z6EM&ysHD86$JivbRTijZ6Kk6Z6{1ESz_8=Z-mtb_+_3Wh-rY(B`(qhY&JXfZcM+nM
zFyWgE2It{Ux)Q}TrI*`hE2NBagldpwJls_@53^y)Yxw+Ge#p4Z9=QEaU;9~jf*cQo
zm*whUPP$9S`O>ofxCOBZOP@WX^|J$6gp>4?M}2%wzc8{<ST7iMxhLDS+g8VmXUj$f
zc^J_IeIf>MKTqgO&xb)-Wo=LlMi1BpKjG(X^<X2<{!)EPC#xv+;Xl!Krd*X;)8?cz
z#=-(;f5R0O%#Uu^=TuY8Ehmg`$VGU85O`asqYUZ(2=olLN#%4dmp7@mT`bBnt<CMX
z^XV7!dUHC;Us@kDtC~*B3sB)-a*>5nO<7Yp$}ALkY|38GKPEeGDjWB(HKg2Mxm~LH
zAQf4M(9*WsF40C4M&n<l$^zpW$Dp075`jBmx>sgWrul5N)*pKPY8PK!{9lzlV5*t|
zd|b(+Y^gh6;~s`D4lKk-^m%emw^R$))>fDHffArlb#@t2%^TR7eC)wikPeuk(Joo=
znkf1C5!Y!T>k?@b8oMx+J0}CyMtD1GRQd21p&7YUGo8!`b2FLQ*xIvim^UISEZ`wl
zr*$Y3*AAUD+hN|ak}ivE98uYX>U-nXyddIYNdLV_(jHSG<g-#-FXR$!$bp<}TDrRa
z6zJqwRqI}*8RmBSy>%pdlP1Jl3G;Pr%6WO6Jb`ZvlazSI9x1{&GCA}l1=<+y7@`iV
z3Ki>g%SkRi*{38ovS{lDAOK0)P!0Es;bh)f%?egi$0@0;*SX9C$_duO{-I2R((lim
zKj8ixTc!TXJ6gG>N&{%nyCUom_pybu<Xhz|BS&&zY*RA>5gUbk$D9+59Y=^fY*{kh
z3x|EG*Zt#VR354cmNG9j{eoZhWW0I&Fa<hk(AXA36>|)o?Kd}OY;`8KX4OJrc`vU;
z;MUCh{kH2N$;s2Q_|kwLA`IdI!cA?Ip8Eg8P5lRB{>xnbd<ncOGi5q++90Lsux4&!
z!Tx3{9gUEwx-ar3Bu1zzP)8a1+#@d<&+kVCcFDXNdHf0>cqFEOJ}dpNm|q=b$xZx#
zeZ`n#X8QArA_n}k^_C4XIU*Fm+02_{-F#}T6|IMHEi>iAU;<5KP|}bxOTDUYPJS{y
zJhWJ6(fB}eB5#7m=GV!N_q2+rTp~$<$Nu}-cyc*iU|8z3mte1kZ>8452plq=EiZMj
z{8;H>HNm}%bH#I)yYI{Vd%&+eVUHLhfFGe2*1vYgZ*@+Qf&r9nW8eAa0&>M;+D+N~
z#+H*Ofp-S1wheB{s(YwyUDOa$9rwd}&>%uG^PvySYx3)?+0-Vi2Fcx+7MoTr23H8C
zPODy?uY^>etWSsZW<cZz4P+axN5}{hy63|bjj24iy1VLlJ8qrx;>{lw2CD*Ewj|=j
zTP%8}31facM?s$*{g#iYJUQBJ)XLtOv&wxK9;%$BIuwmEB5%TOm8-OgT0WNdhc_^2
zG&O4-kI+yQSyQ->LF731?5<)xgTyb;lOL}%Vdo_ZdDhQl)f?c<aJ9sn7s^=TA1J{m
z8RoCJP~L95G*Zg!_0p9mi@4#F);?LA3knc23T2}Iu{HThS^dgu#72kA-p5q>B|STh
zQ`L6t>*`JcY*<buy~Ri0&~gr{hpahZ!~&Sj!Tgo@)V~M1c@}FXm46^*2jzvVymacR
zluWm}o=s9_<sQ9u^lKaK=bBPYZWUi`&NXeZ&ASfX;5U?QVhWA((N~)-CbE**<E-D8
zg!s;>mY#MuZ@Y7&-u^nPu~6;Vg!1%l%9dH^W(#jR<B+v7SFpd6PxXlsNN$nbP1p3R
zy42n+0}U9xV#3h!W$XDg?a3lD|8c=Zz_-Uo*%Z>xEurU^%%hCYY4gEnp~%@Z{ZbU9
zRd18*p&|7%d(G?rWncdy6o$h|ER%&w6i3C095TDMRG;H3kCH$88~LcbX6&gNTcmn{
zdr=t`4fgxN&G%gE9pf`Ib@gRt!edquQvk>4f1hy=3SJ8~W^2tU_DCP1Mve%09c0Ig
znDXa%*$-s$?LV9^W6O6gvK>yBo3wO5FxPK9Zcoki0(Pw=KwsCYrExHIKl~xV9reI0
zgRGsf@mcs_{ONZRyZcv#%TDjAmocds1eqUOpTKpK4SJ^E9t+=%#g^E4Q^r^g-P%Jw
z(BWoGLydJx^eMEAaBe%RjHc8t{`_Xj^$3lXfeyH^2-*Ct{IQq@7qgG_!3`0O;oNt*
z?L!F-g1T9@LUO6}Ux`*m`jGXA0{>zVxP=x$m`3!FAC?X3Dq{qvaT%UWo4cY@^A}Xd
zWFxXmw&RCG|DITk;u0^q`lnWGIFIX3E>el3O%w!ZisQnXrBIv^+Eb9isz}-?6jm>p
zl7)`EQ@<b4OUs8+0uP81kJ0877396EAL^83CfCiY#uqQ?-zB9w42y7<>sU*_FR@+z
zCiOhih-8T&uTWP=q$bA}&3WF7LG%yq(<&e_-LyR*>XX9@9I`d<hnJVjm2Gf%#;^yH
z>_pbXzqp(?8f~=SiUQOO;1lL=yT~Dw#ophBxG^!DNXbb7Hq-!e>yY&N#FD;Lmn`fn
zp7qBZecWYb+aVq671E|zYNv%$S8Mfwq`A|EtHQa~0KByZEo(OMKisFHpER0+<WZh}
zP(c)laSSRSy1Fim0xDt?g2sPe6+G7jA5OYgPFsxgd(3~plHhDCAoqKZeZKP-rtkVq
zW9vQhn6Tsl=8u(c`6Rof-x-aHR<CZhOwmC!&_4Sehu<aqqxJF|BCm(uD!h@^zj}`c
zK85*P(;l$Rk^Z_r9|ft5qrd~VXMA0xxXTe@6b5~1Ph1b>PmjeIZhBH%7IoZ`X#n^j
zbXC`tnC!Giza%deFRE5YCfAVMN+mmS<v;F8y0}U^v6|Cu+P7cCkp7&R3K>~OhbjYt
zih83`<c(ca_pkpLS@_f2W7kGG<O%((@_urA>%V20d{K&a@Yz3fm+MA0gmqsmsOoZQ
zjeIXoFp<l;7Uqy$|7gs->Ih3R+2{&nHSF*=l|Q%qUvJ5OR1k^-ufhqqz8ua~Fg5ZT
zqsIB|I@*wBeS9r3$F)F1gb+^GT;VzKwR}MRHN(EO=RR3(2?lPu`)T-}9$bljdx5`V
z3Sl%%Lqqe984(?1!;ts9%yc{w$Tl-ZP$92!BwVU)MMhIxzyNb1kA8E4td#5J<asD@
z-^_%4Nd#50T1@I^){ywy?_Z{<)AKxQ2Ec`E=Dv(IdmyR=+L`!wkuB;!Pl&9Q*BG47
ztoj-ZX66IMxdcAsp9I&jFnMro%iNbELlK#x-W2E7Wi~wF;!QTRm1;JR-(~wfjEwEH
z&1ED$qk0eQ3O)S^+urn(#2LfFPWs1#L-);i?OG3@9s6(#)mb-DhI|%P6Hz^na(x=a
zw!eWTaR#0zmY4=3{77uJ07RkE72Ww50eghGiz-;x5h~_1JovRhPjueRIm`K_D<DA?
z1W%d`4Te|>N%SL@^=u;5?ED~RIJS$vbsCKJz382f%9C5TxS06EkwVq{2&fcxg2EK)
z?zseh$NnL7&}C=9b&bNop<(u&_IBDymRgGcCN>%;Yv0NgsZL1?+*2bFGOS4|h(k#B
zaRph*ehm%+0tITQaSoYEW##<QHuMdlQSbNUAl>t{2>aEd0`{YMw&I+y#n9y>aqOwL
zxw4>NjhJJrRt!n1MKc5RwEb8rGVY<T<d;au8Jf3s6uPfMn?(*?=4HB!eH0T%9!Hx+
z$pyhZxawboJPxUks6Q&L1h_ihXqoz)4H6t1)0O*@ep4-*(!3VhbkS;YstWhM#IzhQ
zu5pCb>Z{Wyk)ht4(AuK$PU6HIxru4|H!2p}Al)wqr51T?qcl7<kwQwf`E{rvH{lHR
zWn=<IgNRs&>U^YKg*r4hjYf`4wB+CF$rkGRc=nblkV1tv?g-2x{f=0)YK(umk_0CF
zT8HA67KD4j>{L(cdN}gBJU2lndaXbH@I8{?6Rm8f9F@dWEIvlIDO6I{Sr`vkQ?;k{
zkO7vb6$yrs;*>wLGFmDcH||Qt)=O3>3050@%X%ZMwJVI&hD<@$%k?d_hd8nwOwCXD
zkoIrz+nFpC0)~T((cha%yd&w;SR@>-f{v%m{T6Qgw@qWj_uh)Wd4aPOHNvlQUo*-_
z)*3xZALA?*vL}CNL?Qpytg=Eq;G@aCTh7-%4NDK0Sg1G#9*)|@szphj%>BlrDCcGq
z*%BGI#?1dA;QrS|{fPxn5BYeGgu+;A!fJ2w)CVay5w)4{q`ab%BlNO4d6?*l$>h(y
z9D~?}&Q)`ygB~b~t=-+8JT}9^g3$k^NutPNdWjeBN*WxVor_)n%8OUCX2xfv8}5tX
zkWmR2VjEedE0m1n8N;;lwkxb_QXZ|2H~Hy!zE!M#G;CQqc1LX!8iU9ffBsG%%wY|d
zm?2=dU=Tp(nE~~J&+vic_~IuQD_2A8!8?P2yE&6<@L7ScC5z|r$m>a`_Ag&T$u${a
zrXD?c9lq&k@nUF9w{?6k&_jp^#!<=>{(}29tOki_g01QFI{a&!zBiTVxtAhsCPQxS
zt3ErQnobU1g>L>#C5bor0!vLL<RZ*J1zM-C#4~E<a+$`C-kW8ildbZ>7DNYp80?To
ztLz9AEQ64@DmRt=k?QPW!XGwe=iTBm1w{=+Diwd^k!zenHqI{YYA~U%MK+-VT>9kE
zlF{B7BxLF6$2;Z;)?<A7l71MDTo(@^mXn2AB}sp5#uj!X2)0|_q1UNf&}x*CH3&YW
z#M2WUZLZH0oW*%RV>@E9It;*qZk_Cht5(u&%CWip7`p&PBR~}IW|u+2mr3C^kTy}i
z&qTTjJSk@x;*d)5JBPJBt8*rzpt;cFQtE^=DJtS)0>47tdYS8}!#Wn<98BnPyq2qc
z)yyK5#JelsqWIY~Siirw5k>p9+cf!ZK}Wq^rsXtoe$%|qYw*X0!k~7|d{izuq>>bR
z9{m{JlK3*R1&09d7SB55jSxXL!k7?pGLoL|_r{CMVk)JhPij`2(J2we{Q`Q^eQ){@
zrf~EsHLOwSv+Y+}MJlyx&fp(M$j{;HZ*?2I57G{lZX~szXOYpE)!DA+RuGnSF$@|r
z{Qxj9Xt`!o+Z|?k01~5I#OnRkA>uCiqf?J%ED$LIpx<T`+{&6xhxTRv5{z$O7%j?+
zoYuXVD1;oimxK78^pbCEw-;zF&XL@8FfgL+g3{DR{>W=k`#r=8vx<2U`o#!mI|F=*
zW3XA-;0IArM=`;J<vmKV7hF$LM9F-Q&M><!Z_bz2OqxESGypbeX|l$7+5xHUb=|k@
z%gVPk`I%w295}Lez*uTFCpekA(mCNmw1yRddCFtyw=Z0@RO-Xd^bM%0Mx)7`n?T)2
zW^pK9v0eNXT)V%#6pK{Fiewbx*uLaH72Et%)^+rQ)NsUzlh&}JO$IVWqIOc%LQ{Ei
zfi{s&*Z`pm@-|KggQUx<RVaJDV5RXuLqQeRyX5ZE=&KrX90TU42*Kw&(fI1ii;LD0
zim?3u1Jwxot4Cxw&-)8Ip7w!spJx&P#twX&eaW}$wO?E*_>)m*GKsD@tH81csXOIM
zicUTa#6RSp>ZE9s7axA$*__C>r6U6RLq7kUoNeq$RjJEQzXBO7Q_782l+h@0uV2&2
zm><oSU86KLIoG(minjp(e@|N353DdOgHfS9%%wj0)JxNqyBXyoQPfZRt*V>hd@9$>
zXLDg(qg*P9tleJ%8}vO?Pa97`EgJP837(_aqdeE(N2EE%HHAmfAOVZv0{d0dsWa~l
zlLL>AUn~+WiSqbd_6!R64U)Y-CG@Wqh=o2g3f4u<RH)ZPzP(?!{$#)+=!uN=8fE(x
zuTP|))*<_R|LNrvFiL*&*!m3c?^KZ1hn^LuX9kV=L)Ai6wb7PCb<3#(IGEW9KHl}X
zEh~WkSGz*ZQ;DN)v4A2Gbz+=k37~pZaxFziJrg8DW(86>Vf(<l?GfQ3bZj9@`xnKJ
zNce?p8}|Y6dk?rmkc0s@gOJQXtyo!av}x1aa<(}@K%v{fhxT(}(OhLw>+eCA%Z^6(
zxBNzjzIT}E+x=&dsvXz)_TWDx+~R;>iM&LEK8~qBD&Ae+Yxz%lrp?`76(ZWHv&(<#
zLjK0<oK;-<gT{-UMui_9roTNkWOs^TC?U3d?%>_BOWZ!7Xf(TCZ)8gte$#U4ox%Km
z72Q0t*jqOK_1Rm|SF3G!8Tlp_ptT6}_`lSDAZf@FrYxuD+<U}|(6hne)nI&>IBi&L
zuZX8tV@y%c8x;&nOKfj<Ic@l>DYW(as~S$Ok_;fow+$-n{!Wuf8Lezamx6SKQdakd
zz{uAE#a8rZ!bhr+;V#<k*tW0)W>c`l#a6sh?AK*J+ok5-L!iV6tK!{D_Ouc2%y6JA
z=Rq~9JYhweWp3eNA939eS6iK#id1tTuKkE)=CgAq*@-XyKf2z+ugZUI78WF3h;(=N
z0tD%lP5}j^k!}{<A<d$s8ziN>yBnliknWVO_r~Ae=REto`}qg_0N&p#X6Bj!<^&Xj
z*A!2!vaXmb-m0q1$<&+SeB@fF4ThLZ;va%aQr@W-A(z5OY1O5`>mt$BTZl|upv9|U
zgkb3Yw3;umq2MIctrf*C&}sXuMa*=m*AWPBi<A1zFM<v32f>9U_b)}fC3|VA{_3`$
z@rJVmV*}Z`EwdUtqIJMduH2#{XbsdIS4P|ix|m<25<k<|^N2?-CNgt91$8;j84Us`
zMcuxW0Nr3O*FL-{8HueH(2Dn-DU(`YBiYS&;>TofRI_hst-l)3m@bzLz4tF^iqMW#
zt+^Cbu5)#ljqakD*rT>bfgH$M@Pz&u4axw1+*&Gi;YuD8EgORsk2wvP?`>RW-sK;Q
zW~VgfG<df)p^P}9m+!{pgYd5O)R&c!BW!pj;QF|V2Yd);n;FIDb-U8v0!y|oT5tVP
zJtzA$d1}?ziswS0Y&^Zqav}VpHRgz7mc4|KIK!thgWk<sV;!ita__f(q6D7&y>jY9
zu5(|6`Lpe&`gcH&lL_5f<flvG=9}gG-8^rQW4+v{1O>;IfccTn$@~5RS@r(>TLAQ*
z^9LG0KE5V=hb5@xQx01IuYVNCO8Suk1i8oT(_*bxY!2P4AWbrm7}Wpu!)@osPO8!*
z$FKh&9ovb+=;L9MIy4Y1Yj;eExL}t}GG|0m96Iltcz5>XVeO!=ZliR5(h|3X6LM)}
z>=-3qeyj<rTbw0SS%99;$Dh9Xur?I1EnpsfZX<l^u-=1RWYKywq?-@T$KZ;1w+<T^
zaA0WHiH|!Z{#4H>0Y58I&)qpauCs*@4yAPNAl!V?vM+76!nr`#>RT11`KD!m1YzIm
z>Q6WjNsAe4)f#<j^X?N1DsWd{8!BtFuCeN)R_4FCyKn~KNJP2(Lna=$T*z~={4FIl
z5o+m<VPT{<rANJ%kpdS)&l-eyF$}8KOqcyQ6MQbMvF;6s^CgGDzysKe;;_-dIopa`
zZn@&|{EFPOM6&`Go(~;us5}CTYMGniT_V6-3}*~Ha&DtUvr+z%;TwXVy_ZzD-Op8e
z0J_q+%(d`0%1kOahKaja#^Rx5m$+N&&O3JJTey@BmO@(1ut+rp)=>d3R_6MZlD3=1
z6()iv_RSbIxFX6B|DFjJPetaaHxD)vZRAV~eF*|`ttw$f*$J<GZ8T+oFM#bP8`o&Q
z`FI^i?I-pC>Uv>clv)@l(eP_74pS|h(QW<jnaw_u-pUs<h+3At_;nm@coYiVuYCKz
z(`qpRsy*oQfd9n0OPTaAVp8iN^)d=ETAF5?Un<LXDB#5J0x@o4lTo%T=B$r9JaXAM
z(w!v)Zi>F@F*+3pAt`l)epNNAwBa(M)b+S-c1**bhdx-DG7*VP%{96jz^s9i2kwZ@
zLj;VTD9550db2)?AgehCTVk%bFKB@1)t$UhHY%Sr)?~jnEDXIy`}yq8=wx&3hmZr;
zKl_Q$PG2KPBh@LN_VbD_>Q)JvJnz*k5#<~bceW7!I}WuxPh+NCyiN?|CJ14NxGF`6
zbK2=rzelA~%FEmfn5g43WbmTvscAZoc7nLX{E?<|{O_83<0Irt_?!@~m*r^*b{=b#
zTL#0u!=LH7Y%Wb@J?KAIQZc+EC3VCC>nwRK`4(m8$|lIPc|BM*{`X%07ybIPGd@wS
z|NibbERIeh7lq7M{frx`yG8|RJpG6tPrTcP8IE$Z3}K}K(RmixJLi!*Y*MqHgk)9|
zOKj-ORVrV!;R#o2tu*DYH2<Yf?uUgTuAbk^lvhV|V~&O)$O`=hCnY(RhQ6B|#Erd1
zpTJSeuwzO9IVjU@(}`#LOrakPj=k82ecwJWMc3+2-g;mr=)y8Xma&ZggcM@ndUM-Y
z5qo;@vTk6^LbZqPi`iy(70b7-2wpat^t7QdZe_uzKQ9T(SR%g40F3`Yf#<^Dpb^w^
zqK(wOOMQo%;fL{+H>Ykhz+`Bjjq`zrqT%g_aW}q!SEcz6zglb@3_X4#)2($BsxV>v
z%yBF^U+1ajdJujJKd4=6nvTNDU3ubKTCruf$D@Yxb3pT|YRNiSz(AtetnH`RcLl%R
z_*MJcfLWPiPsTYx1bw8n4<9N^_%{6ooXS~tkASJcHkI{|Mo28Q@8~+{u*&=sB8Wx1
zk(5U5*ICq`{SRFlkPu0a-^t#0J$)M?O*Ub>`&w7(SdANj?zv_~-D42_J;D9Eg0nxK
zTmy5FD-{o4Yk%lj?fSoE0bHY%w~F>YMvv4)7Y>W<J~f{h;@=z<g+zn8b?v$Y*mtTy
zU)G?7ZM`2mkAZ_I%Ji0z#%^hG0(HSB#2Y{!TwA*5^fe72Up|7GSh!D_GRg<*ZF|+6
zAg<?u9z$$QA1Z?*7Naxwv6wMMLGhoAz2DA6YjU(2CcT<iQjaWH$;$RPnUbFgh}dV5
zy7;O&nDW*!wT7drqdw}3ZcmTgI$81Xom2Git$DQoBEcArGv~8x4l-7qK}h`iz3A7l
zoCyFq$eN*Oef;BHdEHlLg<)X&RAtQ?bKEbM+OJi&NX<!Am8j2X=*7;n?U-C$V_nE$
zV_WnPc@40OHSzXec{?5~A*2^)0+k)=Fbq-*Aw)1&jFh@zXy5#-ExtPH2~9qp%@e-C
z7oAjI%zz+cVFfD?kzOhG`}U<W$Ax2)$5}3x+|YaX;*x46NG#M<tSXmStIPwp6dPS8
zKp_s5RQ*!=LP>usf%2uN=bHkpBHwDZql!Vbg4`g6^4FSIjzY{aNh*SI*v3TJETwu7
zvy2B+)+fZzLyXoMtf{*^llP1`qgYGzn-9$kVw<EH`yML~clam-h30xi>x=z6uHwG?
zjmq-2e4VSRZ=+}{HK!gp7wz8xx+0|_-P2xqjUeh$K!-@1;-mqReRo8~Yx2j>nD`Cn
zlYn#UFoz)?605ORge7^OuwKWS>_$M2E4JBMSc=YhGYFj^3p#2-`M}_<Fl@i;WFPh#
zfYnEmImP9Tvim?E`@yM_fU>vMqv6jX2&NDEKhBZ<NB70ThRyK2OyV$~>c`McMBH1*
zYvjq&>HgO1p>TB}@Y2kGzEIeW9MyB0QVyRWvNS$llS_W+3;^aj{{_rNpxYvv68n%B
znDPfr;`-mRM|o10vAPu9Q6PAEo^E64agZA6-vr#dp-dnd5V$?w-ze9922WMS6So~j
zm7I^r?%ZD#Bvzh<fFpal^OxA-e}-~#lqo>Pt-sP=sL%;}eCDvJ#R4lSo6i)`)}P+A
zNGVMdpY<$}w#A%bGe{ra-WkHH)jE#-nLBR1t(JRN>NtU2nhkxr(JfHtd18EYIM2&Y
zuxg@D3GjipH(uy@v1GaXQZsVPh{=qB<g}+`GI^R2rNg{5mR?O~FY#P8%dq&yON~p1
zd$AE%E^tV3z-SS=#V*M9Y10V|(-!lmw7(#oy@v|h{F9FawTFUjl9{Y%*N#IpP36sX
z4PKCxwP=B8;z;m0d7<TUEG>1|e%Qn&Lo$TXeZsubfLdm;(bW%9@+U@Hu7^{FT}>op
zu%AN^_wdnbvFvQT+*{KQ%~8<u<dfNYx|t{FeH)!EILygV!#L4t(&o%d$0*}&NUcC0
zmDqLE^EiYM14DP|){1Qwe^!%iT@|Hs8DKc=V^jjWrqUi?iG=VTm<5A!M`~0%>lG)r
zV`CBD6ui*?vfh}1;`F8W#~|C$tTHxm{tQ{xun6ytuz{(IEI7k8a!a&V#k&ZMtqg+b
z8ZsLvJzBzEvPL;l7zn||_YcYJuOU@N^O*4-hmWer3r^HLu?mHcetxYK=Kgc+tzd=V
znrs|{(RSG_Y%KfFk)fd~99;wyybpNt7e@b$ngO8QWF%pa0^PROSQhPt(b>c{wiSb;
zJXOtL1JZHs&L{(i(jWF>4vy(kBxx$q3W*N29ju$^k|fMf?*C+EJ~X{#e_6(N&0c>V
zY07`c`@tgFS{u;E6&9Vk8R*F-AH}rlcOmTW(J`F{G+M9JzxUEM)G?PRRQULj4CqEU
z?W00h-%PazeHyN?i%hITbM4=|NxSlwois_VM(mF!)akURsotIqy8|4Vh;&<yc6JiW
zsnP6I-cID13HP>mWM!Ez@WwtQA~7Wid}<}QNfr>xo>?vqNbBTJ2fJU1lWDIF9WBBF
zV*&_vSQb6aeGeohrG4A^&6V~E{YoMb$v}z?ojte0tuf}{tMwo6{8H+{ObZ=7>nE$G
z;*5&|Pe^E_ivZ2}=ZF!=O_afWrI8(w1-$6+ziEWT{a$n@0HR!VD7Ze~=vQxQWJ8Lq
zD0#6(&J@-Js8cJ_V*_%&cOS`<xAh)z+*6)XAyRq{ThRkDexm=k%SXM3bNFD~Zp^Bt
zpW!X0yThhegf;_Ig4Y-zE)Y{2Sq=ncP&k7XvQt5w{sbt6hEjR#b3CA3maXMN@%NS8
zOSTy5UeZk-2D`cH#ENdxgy1q$^y{6&gpCyG3?u*EpP;gDdo_DTvH5gy0;kkC4?<l$
zkyaHe=KvA?Xo@7~@$~s~jcL5qOvlTym{*@Hp2m}R7Gr2&)32jxKImB03Ac|*CmAI3
zn2IIZ9Noi?iQOAB)soG?hK*O*D{B!aaTf!hN>3a*sic?|Nr51#op3Olz53foZ6S;5
zsZ#C5M&5}VurB<U@mSA)F0h(=a6xtdeTo92(CQ)USvY*!mC$IN#G&1VAJMu$ibpSk
z-+z3gUGwU_x-`p95$f$QSIFf3&Y5Cre0Vy5n0);|h)Ha4C)x07kzYlxJ-4%-aR$fq
ztcccyqiiFF2Hr5epXVBRvuRSd83|J>lSZ}FAjjc=z8yuqz(Va*^U_kHHpD&t9artb
zR$wgUmBjpX=k^)WK{}EP@I|@mc$EC5T7ZKb%U|_6g07FK=V7(lgP%&t1tOYQQ@(hl
z3n2l2v@=AWZ{AtPtZiZx_GA5hIL2d*oS~K!yL?RJ0XGHXY_}VJFWx&5)>RQznQWDz
z>DcBPZVeivrgFK5O%<p}%EU97ZPyGNxy~2Bo*JF5^#D2-pMU9G{-2{);96~JS_$|-
zv&FDxXp`RV#k1P;YIo%nMyaE%T}%EnA;z>|?M9z*NP}h>Y$x!YM~${_ee%@IygB`k
z&hk?v`HN%JjL7FJ{QHX4EWf&<A&?MpJLfPCWau|Hl9~TNSKHBfmhE#>DRs3eN*KyG
z+z<bq5Vw`6Imzf4xweI%ww%b%n2_E&dxmt6kB)ab1B$LY!Y!E01aySmDGpC>FJV@U
zfv<fv(yx7HgwSv|)yB#X=>GI^7VoatIY#TK4B&9aZY651mMH)bB7W~8**JB@<OJz}
z0j~DFTm=}15=@<BvIiCKXQ-zaE#LU6cLD!kwV2v)ILcG-Y3|1FQOEs|dC`k=M$4&n
zV@WR<48$_jbmLAXQZ}i|Rot(IfLTHXoB7Dw-4pb?0tddrgA8|meg~%YuH`JZvew%|
z&)F$p^fp^=bd*br&h4SQC5{xvLGl2+%+COiIOL;!;El(MBR47H2vQO8*yXge)>+O|
z0KqR&4*N4!R|R^3oTsy1fj$orQ!#0ahGtC$m|atKtj7cTdo_G(_wEHM`stG^AcQ6Z
zfxa+&%5VZsj9~CECV4fh+DGzXp>y5|h(-6kLP=dz@6tC1>@*t;Mc%uds?mZzvT(ug
zyc<R<%t8O77H6WN>3xuJ5H^0{glLT5jsU66Ve>gJyP1nlDA}^VqEBhwAQwzb;J@Eq
zm`3k=Js2^vg%E2}JY&g`L%1Gd)~CQF<&KB3P15VQlAb&Ax~LdAA&iyB@8+TPzfUj+
zBuK*6^9G7rS>JA$?B%ygk@UOeM6BGpjlLxzCJQYQh$KVAFUVWe>!fJDm3w|SD{d>k
zgTzv|mP^T`j#^#7(?G+cUOD9!QQ~m5KHgd^hRK3kJ{Eo|+Ilw-Bmk=fCwPDIz5#H~
zIuL}eDGFSC<S3zgX|+&|UYZ6(8>j(s-qDGLRI*T|KYS#<Ola3vZBJHZes-IK1F`ff
z><qts5lNx|!P#6-HE<-sM^l#9BX+b@@Ub9z>W9+%WG)+EQE&+PRkpU9M|cJJID;J3
z8|;iYhN8&dZveR~(4(hcux)h~LMiT$N-yQYkMz4gzxy3hP8X>uy4+TWNf;|}&Aq`i
zW?1t#+<y0216_^p==Z<>d$H@j3$ioAy*f|L`vg;lg$q-2t=#BfW>FAuA-iQgyzYS7
z*Bs$O-NQ=j5CX<3wn($QnZ2PgDlaWCQjXZOAPKLsmoX_dzn~c*#vIVUlqoLKd)tL@
z^=}Yop0d5Y*pDx_Uf=VyZ&i-JkykHUw)rSq7O#jE<qyj^yuc%;kml=bNx@okf<}j!
z_w>L1mnqZ*E}A0qTz)I=J|(H}zIJ5Tex!No^?MJtGG@vnDA5`SOi11-Y&QUA6ixM2
zH^{4ur}8Vxem*z>DGz%)9u=SK0i!OU0r>;ugT$&|cc$L9zkCzRX)!bBrws&F*Z~3N
zIFG*0laxMPlZrxC7F@Qg!e(>jzpXVUI}20`FTMYaOWJk7<IefHugU&SeW`114ySxE
zIYqspK#6j?30U|?<G(dlx9c1Nw-Kq(%R@uLs#Jh0I(+kDaGKMC8Q-xsBz7X0_o#l|
z5OCX7t@_dvI<p{Krqkj?kNh^=TqDk5?CIF-x8R~Xr12rgVz%@QNUf1dVmEr#UTh>B
zjeOY!JJ=*GR%xHYWW`nBCCAzMuP2H<*)BAv(73KxJ3{)4&H3M604&4y$yR9|g6P0g
zMYjC}g;H#}$tdgV&I*MXSm$FTsYuMogwUon1JYnxc}IF#<hM(Ne_V3*mz3(p*8$>A
z^mpCgEr84!X~(DJWetWh@M2{No(N_{v<8@`0=Y-J1of$FqSPii-*Cadj!{S~^8n0Q
zC^t2UB+zyK54HbqgM)u<6j5j}d};yyUvwo1zCc|`Lo6t$8=~0OYWvk$I8`-Kj*YgL
z-hDYW>bnev$HO$^NII85VvX%0n%R3h%W3q;Zjduorn{2dzEyu)`Ek2%f3|ET7dWBF
zmKXrifiQdWK35r^9W@<GTs>L(CcQNo{3c0amhu2t%7Z{{-ZawFUcW9@_mG^m{1D&7
z2R0$I(apnZS5^y6Hat+)aDEb6j<aI6Tm$JQG?7}ZquTU@VqXe&T>R)%cbwIBM!roN
z1dM8Pw40nRTLUd9`@Na^4@;wuZk`0R@8*9&<Eml5=Nj}yjH^hjv?u?}5{Dj0W>X1U
zcF3reN1EaTUJU^@2?(8kCOeyHg9>I@;B9e9nU+s!7tOJ^ct&a!1a<wdJA*)_J-F2M
z<zCY20}TF2>${$@E~7=GH$R=F!8waJSuh&wHI`>)4Q?d;iZ_;@00!rO>{)v4;!C~>
zFo`h9A}P#fC>sY=)Cx8TIc9jU(D+=}YAxzU(<F1^Kw!(JJ?sns<yuw=&4L&}iT{0|
zA@L1EE4P=oo5Kz92>WJJz=2_v#8OFY0XAN+KxUIrLuR2d)D>L2>{r$$YhcCgW#1i5
z$k?Nx2SBLbAkS7jLj@=+*GvN|j$8sz!G@SxwE%Y@_AlK??jD}Ix0j1HvVgqLYWdMp
zD4->?qG|oc-O9TXz7c3YcQ+>&(8%_qDMe7qb#!pp3GgBZEXrDFfJB@!Puy3^-Zw+K
z{<nq<K!j7oFZ<HAM>n3$SQU2WFA013?vLJzvtG4VYaes4r9x9DD-8M;>>c(B@&|>U
zZpISN;|jy@HkS=)=NshXYg0Z7<q<SlcskFz_4ug4@$E(kiGSeq?iUq%0R>;|O~+Ik
z4M~L1p()2^W>I1FGZ!mXPIK4Z?=R%5#x!?uq+y!#H#XAj<(aAf$I6R}{`1*177?=c
z^>om7<L43_8iMN|V4{N5<uDfX&>YE0>JI5aNvQCG!TfXXfGjQkzsk~p-3J(yDnVfU
zWge!xVb1wv<Ra=`VQb%$EHRwo21_np_fyUc@<vug@%}1cKm728!XF<q=vSWWI@2k<
znxq^5w8>DyRXy+CVjZ|CfC2D;gF4##!^12Qwg919Gma-ezrWv1wkRFAo{MtY8cnlU
zR0CWG!p{4KUXXayjJnPN`Kbrc4HvhD&>>?HKfx;VX@<`YcDb>PY6|8v#bzP$Ni!kr
z>ce?yJy2Y5l;_Ra=DQXkItDTcGGs+hT1$|>TPIH7#{KJOK;ua<=|-!WDH|XE<ESBG
z_VR>WEn6ZyM=S&bpZM!zWLzZBvowh;rVFvDM{_kl)Xti)M2ytHe2=VE`|*L?Iu1MA
zq4dJ?)@;scH88?CJoUY!n&kV?(CaL+)|;&qJ0J{7@>l>!udFAs>nBf6oq0#dzr4>k
zT%Vw@g7l7J`L?&|au-n@dArE7m)hO?4GGz(*W4p!e!uC*M0W^p4tA;M60P0qcV-h}
zzW|@=oeJa}6$!aODn9Erx?zaWuZC%JYFU-EWi!IE*7?gx!^6QpO9zE+O51Y#TeXuT
zDTnH@0}pJ=r+p;`G*?_)x{bf(_R5Uxzy?hI{$n+R&E2wJ-~i)2gA9F#$2?N7u&w@4
zUyFZ@wD#SU!<v*@5p(yxM*fz5hF2J>=JM=a%u!V?)AYE5`C$k+WGqebpWDjMl<k>C
ze*AuAs7L<j2wzARKK>MUD0*4DXX<*SdNI8Q@)Nk-iPC)n=-mS-o1#Yr+8yb?5ZV7{
z2ABFOZ1@Ym;!mZ)HmI*ZEH2^H!_XIA#h|4JP3MxsUX!UU(}aSlq9-rurXVSG!Il2B
z4Sxc3Lzm*<e-b!vkkyU5mdN)uf%^6DP0nsyoPt-HWQ`}(++U}0weFgMY%Aql8Ekwm
zYb^&I(&D~kP75aeKo^|PNq#~%8!=~xbt@9v51i&xQBQYmPeYBw>wS?4K_qTctw03E
z&TrQSlwE@#<Xc4c!))U&ujMiXwV!kNngD0^F&UtoaL_kCJl-7}0cmbdqzP~Cj@#N^
zSGl0fORh+pB6!yMg1)Wth$Qen|6}pjS*|V+&pG`dAXG<-0$`D*c6QzclltSH+@1E3
zmZ0|W@8-m8gff<v!zIt^dTRqY!Rb3}?fQW6SsY-lyxi&^iE{wQ-UD8~th!!l^>la7
z0cw$IISCq;?Q@XO1`wDOHiJ)$qsr@iWO*l^D--v1{=h5mVn%e0`6spP%l+rb`a<E`
z=Om<00>;4a`=D6bbi_+2nZizuC2Y9H|64H3`7_dSC91%m4-IF7jE9a+Kt8Jmdw+Kb
zrd8wJ%lPL&4(i--n~&;Ce82>;0T|3P3L}6n%Ph;rw1@~Ph}Kb{7X3gd2u{mmHFHwx
zxx-yS{K&f$r}`UmYFpF_|DHZ4q+@RP%LDr7K$(_Dd|7T<l{`5}RUQg0B@vY@2xpkv
zqmS5m&U8;)S6&j2mi)-)8zb*gPgC#sNYC>NvfUTso;*K}0BId-Spd;5aV;iFBpV69
z$g25xS=UD0yb^FIL_`~B=nl?Xa=1gDC1EL!0s^x`_z?0n14mL<5mTKu>yOhlk7`P(
zWbH55k(<U)Pty_c+7yKz95kuMKGCMTe33hS_L~D-`ulsAJ+GG8HjL|9lP>>hnQC(D
zF$ey;T=QY#`bUvT5kee%F?T7Qu?MMv1#R(9H`^JSbuMp>htYzM84yWaGPNAW#m7zf
z!><;RV27dQ*RZDn+a5<T!^?ALT0wMd;w3FRZnS1H9!dh!xhSuzKCwgN<%PEKx-t8N
z^ry4=yD@bsxUY5p0XkIR9DYuV0`jF7#zVqmI07_xD3`$s_tFNo+kr)X0<Ls@*njX3
zJ}I7C+#E0t)c_dBQnBE{fA@MK@vTSNNsVXD0yEAB9f&eP)ZN&G;{R0UlXqHH!Qr+}
ztsCWFs3Q?_W=AHrNReRb+;!28gAt~!!1h{cckCI<pGqUhLY~*ViNa5evMwEASD#JN
zjP~z=;L3#_*Cxzs-ya<yJ2+1qMMn|tOa>r{0IHq&rk8fnM9KOGc^w_isROv>kMeV%
z;+JSssH}&QGPDSeM<N6qCEw_LY#jr^@1(Gy(Eq*<jG$rC5*Z#La9MqfWz7^ofsRyy
zoMxwu30!F{)mGvmj|Um_VGibcM6AoayUtzoYSpj?!mk8~x@oj`>?0!yU-t`#JX5_+
zzSY2R#>Ox|r3tdd-I>sa69A%Ljea$|ih4?f6Xc5bSnjT9;cgBk)PdBK)Xje<;{gfQ
z+NP284%?_kqIs}IVmTonJ;Ma;w$q$@v5qgxSZ7V<4D4G_NCo-xtVICX{x<)z*B%K+
zij%2VFWIdNzcL1|I@{h%NlH!Tw;dw$&!@EmNQeUyYjHj5fuG25mVSUQq^Z%Iq8lW>
zqV(f!$}sRx;$Kbd5+1Q}rtaR%LVVds<;qEL6s7WQdSgBwhC9FRWu*PAReSYiP_8bc
zew#q~3t*I)^+~2K%rubOS6kp{zd_(?$)0&&szkYxLk%3mY5-%n036K@4bWyVaV^=t
zm%Dtr-xfOS##EfE2ZGf!?GlS#>;?<=-Xel_rVBqoX)HXecJl*V6;V~nOxKm+Di67^
zQuY?YxNrg*gp7F~4c)v|enh8DvR>rhlg%s5?){llC-j%XKfd|w_*ksT)cQOgH}b9t
z4kfnFjAA-tsJ6%O5NA>0XrCLR7VLlL-Tuh_%;80HF#9#TMFcxX_MCo-^hm#kef7`C
zE*ycbw<;d%BdQLp<~9fh#Kp)>q9l*#4jjwOF&t9NZj?XEF?9R=1i?5i!s_LEBE7n6
zwkZExcl=*BvwscyC)=XJ+u6hPt|9%Z+j$3XSEd?R?3Fur>fOjBNW>=R7#hU4i#;9&
zaQ&DvRdBM5vfGS?aGJPh%XEcORMmyfx5pBI#Gkpf3JsrW&>qtF0I&?tBVZ;-cy)3F
zb;e>)EjGnXFW(X&{N=h$-1I`sl?lcBb~oQF<wIW_2%4onxLPE$*9%LGcRFzcREIif
zlimYRth?*wk>7j#7Jy~pG9F2$2EM0sD=u9tQiq=+?@$K1IbXhc_eStKQ@-o=6)2%P
z!x=rp<19pv9?on$E1<?hxz_S?)0iTfP%v&3C)w995&;bzm*4OmCFr7jH|(TD>i(S?
z9YtlW3_#jI)$WGDZ$)a&`-$h#7Jtu&8mV}atQv8MbM<RL95AV<KWBNRAbj5jeyb{d
zuga1-oJ^2I64Tc&X{$h+C}Um==lT@|_;_1DoS?aHaJ*fP9XgR|`{lWov0~EA5wG6H
zLJ#UzylTUMP$wj73{yUrAKjGldcMd*FOW7upX27Dr@XFzBf0|nZI)peh^4;WE4Rc5
z{!Z=PtVwCa2zSt@%m`vW4GIM7W`_>06#H~*p-)VeRzX{U8+3{hkiYDdV3G7V%+vk#
zbx!&>O36ZV(KF?b<O*c?zsWvpq-Gs(XI|)sJ!e1h*CcXl_1KeOgu8z#QjKFb8WcO<
zuv?Oy;mSfpfnyhV;$``O0t$N${BFtH^+VGy->9-)=H(k@H%9F9DSx2-@KE2Rf7FAO
zXf4zL#Ec!b1Z<-+6*P4Ja2N_+e1Z8HYrQpnQLgu1>_U<2u@eNYo;h7>fbs(8N?EFl
z^~UY$xDE6f+pp4JYt&krl}I-9P1T|$m<cf#yR$nYtANk)qb=`VZyNLceM{_*hW6en
z&A?kKzu5l#^^B0f!k>TAR%m@bVcX%znco62W2{=o`?5sCqeB^Q{l_RSvi<U2s=@%>
zurC<~8(7pO-MJ6$&+-ka*^W6tCOA_?cr(jhEZIN9bp-z^{dWE@Ub4KbM{OsVfl2l3
zyx$id8G4BTSwovP`XK3mCaLHcOq=F8p{*U!AuHY*rCDvN^amc>wfVnW?D$BMk-!dv
zlkzEe!H(P2&E1ANh36U$<LkPUbCr=KS&c_pNgQ%v=hzJ3_ZRSVH*_)Htu$Lje}K%Z
zIlEW;h<310)G16+X@CJd{O$k=yOmF5?a*jMn(6R7Ma759lCbSKK{)5+(2b)!m4feJ
zck~8;isxLxMeTknnbC2FVDQuJY}*0L#rBYS9B_xt{8IU=hLiqym0FojGS+hAVVQPQ
ztz+Bo#&F?N(x>a7nqE=71aa?&eO+V?$T={>i`W`XWs1C%ubpwW_4E5#W-Bz^?0Rm>
zd(2m@(*YjpTJ3{Tt`S;>$H$2;sEa15K2zW8ID8}8=8NU$UsA{N)2I?D)QDOO6%zgh
zU!1KDn_Y;>-(VV{g8>8*+kMrIL|q24rU!w*3`Cfnq0zcuyK!%kav1-p|5yWA&Mu&A
z!&tDRW$sY^@sxM|`v6!X!{Ols`WBp)19`R!Zt44wCQ;A8TJ@~Ft*edl%kAF+S*_P;
z5TU|SCqxVVSVI5w4{WGx@!e6=7>&qa*Rn=qG)ubqF5^MHWSiU!m+~}U+O2Y61ZYX~
zGhN?c4C8UzQ|mnt2V1A41>|Ni=-)-g$Cwjt>B!CR{=vkltzdy42y(B%IIFhajs4!(
zQNs7@U=X4^W<_J*ReqFo^qx*-))_6I?2=-2$YtalYfJ$x(N$H+85*|kPp-123c__P
zHPx&HdWNH7o|pdKW-VBUTdoaqZp@3*;9AunG!gI6o56Zj=P+iLcR^|uJiSzf*1O{O
zMsP0h0#UR?qiy|WmRg{2G{bdBs{jB};^D?>N@oE6qGF7IdbWJ@FnIkYjM>1a2_ZCn
zl<-rK$twrx_j9z7@v`_i71ZG#rT?MvrfAQE!XfHY=kExY1#RSJpq`;DAo1?(lO4qu
zfYIi&BndS8S%_j>&dz*78WvVxYenw=gEIa9ddDjI2e?G<v$1C7?M&Wnu^<<*?aX05
zY1+t9X+L{S<{*#ZPZxMm(&Z-|Ad9md4;;^kF5GJXP^f}_++are&LZG`Sq(>sW1ya?
z)REN>1eKaPlP8+0PtG@j5Ybp&L`VSaHBWsXsk^GYFH4gJ?hBgZ7SYKC=MzIy=yhkO
zPvhs%Iu~J2?y@Kbbu^I1803_1E71TB7rFFA;brAZPne?DOttXhxD13`)<iW~7*ip2
z87M-)ZQl-+W)uX1935TFBJ^}$<#;GYYKTrOOSUUj=(Z25od?Z)ABa*BPrBB?r_3dp
zSi3FzAh!XmL$&_2XL@Y@=lEEH3%sj7FAw@OMJC{Mb*qF!sVaZLm?400kT&Rx2g$6T
z2Dfg9rz`v(eyOtfWf*Sre-hec)n5?tD#q0IIPHNev0&*P&Mc1#hkge*H(Z|60KvkU
z!s}>KM)6%4UYEvM=Q#-2az!e?wOYFmzF3j|_h^ql1SzdVvrZ$yqkc;TdC|K%)o`&K
z7<6XbVY-_$p*%<LqpX0CX;r}Uue3zwq&2A!C53(<auE#7^kv)cCfS6fRg`H?EuH$w
zgVY6(8f9{nqp2LfiVe>lU}%-Q1d8KzQ+LlHoo8DO<YnM&3Gm3ZR9l7A>feT^a7|Xw
z9Xx!y%;9?k+!sy<j%)@-%@S{$t~lzvX^Qd{ha>?khM)0E$G4m0(Yv`l{%@@3qK}+u
z7*g9AF3aqZB8bR)b~d(-j=I~SjW%zO?*WPk_ciH1E+#yp!n!ZmPbg4E8F=Z=D<eC!
z5lw1y$WbnH%+${@%iMDIWktd%h4cp{=74V!{FeW;M|92mzoVCA@UX*-Hzq8F=Sr2V
zeSp$p^s^(X48iTNisLUC!A{HZ$s3ltooIy9T-6edOIexl*#_1=Wi`nLiqH>ZnR3Y-
z0~$~=!FpjCfjBHo8}e{|V2ELIp+olPz%HH<z86-P;|F#-4*G0nRUTXS?u5Pj?aj>r
z0JTzt8rgPOsG;kY7y3BD!#N|UTZPbid>+EBt*=$arP^t@9>>w@fXfAvV?`G`Mzq5|
zwE!seQe*7e{v;6HYwF-@MRWa)XZouGFoeurys-XZTM<)Ys9~d>3A#j%$Y6TSNMgR*
zQzN(0$P-%kA+=DuZrLe?AIMsAV!FQFFN2@FK85>&Z&*ck8X*3u#-qD4Jp$btzh3!g
zqd@^O7k}_#TV;cwy`yC@iGCc7_P|DJ{$4)OTRFb|NJ6G1ee!|Q^S1j<@bl7-!yWX_
zAT+};C&19`G}Lo9Hv#U-vR~VI8M{UcTagPd0X4mW=!*T2aDFO*-|di=Kyti;9hGIT
ze!DQ`-CEZr>7W#~{&7!i*@OQ!Ryy-XmvkSOf-&+!s5`B;<tJ@s%5eeRi#02#`O>U?
z%5EZQ+3Te4aYf^?bgRC1w`^ah$%+vnWj@zHWX7yUox_qYTFpn?F?fvKg?Ip0(*G6H
zH3fB|j$wVE8CJ)-e3VL=zz6$Tjcq)}KQEa=EF2YCNJ^L;(PVJaTD)t4Q9L0D-AH=C
zVT_knAAd}N5w0DY@niSg9#A%&uf`oSwmFK=r5!FZcqlj70<(iqF_^|AFoevG5&_hm
zzJi6F%?wzU^6vie0ysf3^z}jQG@K6FTNNJh84(`oszaTyyyzi&Ss&<VD>+L%2bg~K
zkpYvqL07WTL>7}}iayt^Ymb}+B7V$BM@X;rM{!;3|AzLQ<cs*Y=8Wo^RUcU-GM_7~
z-E51~Xl|7Zt9{aSbg&*uRot%bJ{9u1ce(2!+d3InBW8}l{RKdJEFaY*)pR`_r=~jq
zs1SsP1&rEhJF~w%8V(wN!+@@O+$oen&@=TaVT|3mZf+q))#7q!M3gvL3sv;$*V$5v
zR=V%GZWnu<xS1gv5qwAGEap<qxTBLDWqk^Od2PBifZV|bNlADN;0U2cn~TuSe+|=+
zk`9pd?L7!XQu*f#4ONKm4N_sc{mC-Bj827DirEW)ORjrkOkpmKP-m<jAw`9jQ9gl2
z)oMyA8w<vJvkQL)idJ}%aq`5utXOU|aUWH=P>Dd#Bi`r}zz1p9+vqPTP}O&JuDw4Y
zqM2}Bk3mO`&TTL<P3*ax)o~v=qN!xhY3#6~amj0J?Fw`6aHC#O%x~S0cRI9~S6^$V
zkc_&<sC_cM8K`~!6iXhc<{@MzYn^Yn1o)ld#E1F=ua!Tpdp$EX%yXA=S8-EFW_s5r
zzb|jf09t1z9DSCw8@E^(a;&%XL!+kf8KyY<9Ym@zYo^|VEW>*t58&SC=|p)t9q$mX
zy8aNhysN^8cK#wYlYAz5uIdc8IV>N@O;6<%cuH4mEq-Q-JhN9aKOOUnu1rwR`F-Mg
zqN!yiw!^fx!wTvJMCT+O6eI~C_lzL{4xKq{-VTmSo?Bssvix6JFqUXXF?EGI{$btv
z*<f!m6cOz&@%`s#fkR5mgsCjQrdHM*jSa{E8*d_JJ{NK)(hZ%T=b!7KhDN?7-p17>
z`&?Hjj$M3`Sc1&Sbfi`4|3)T=O8U4`oqyOW=FOjO$g^JNDH|0?$}lJSgI1ffKO`M)
zGAfh$*EIW%H)Fbi1>AhYPz6|K2TWKG21R`(Oml!!W7s=-f6>+IGHbVHh0CmASdv=&
zxr!!P3ji8_w|U&0%`}E;C?ZD_0j?I}xZNtujZ47CdNyYeIq&p**N=Dq!?X}S%@D+{
z{@4Kz1M>WHE=OhA67vkwWk;yX{~q#~UH+E7u8_t%0Hm5HN~;vJ=sp^R1i_n(dQvFK
z!iY@xlVqGe1B3Fh0tAt9G>-0Am$ys@1{S$psplUbVh#Mw5N{^66I-^DEsBc@R(W#5
zK1PSxMlmt#G}O!A0f?m)#;iV#VTs%c(=Y_A)3nx;tD<|B+ju!HEk=j5=uO9$w6Ufm
zce9{KrUl2$q;K}h*{=SlK9e++hQzz>ge-!qzXW{<s}vVW<vzYis(uD`h2=Z%M~}N<
z*v~KOlvj&g)_SA%G3=<RbY|HT+?yTtQhsFM%m^gi1{5SLwz~XgeUK;{vFyz%zmi;t
z9=*ogdai9-S&y+#z)GdQhGV5an$?*Ilk^r-%{BQdvXz+6skmk}xJW}#N3RvBBfvF%
z6tUw4M%d`C12p}W0i5fnx!DFP{n4QRa3%kLoXA%XQ5W1^P80g>*{c6vBXX6$M&v^v
zF(9+jwZZp1U`Yg#I5s;To5>jJDw$ZPYG|KcaExP6u%#AZgO}FhB$a&$f3XaZCQ=s!
zoEt=##```0t4qaJJa4|?kPsx8aHfF~OtkDu*LW+ctl91n?|nwO12~JdtNZGG`?&rG
zp2lcx4=H9RU~>=2f<+x9^1MEJPA{glztL@9KMH893@$trX2u2odKm;gVnFr{2G(l%
zQNH8m#4^Q>s2;p>83_;9`_sO44c|?uJdS)6ZHC8$SCSQQ0GU&j`8#<&gWt81dZXUR
zRJ~2c2^l*l*H1T+1YJ!sNy7u#kJM3i`Vsgh>%CzK{o#fCWp-ue{$WWZ9%vL&>C{a{
z%9nftvH=WjUNF9(hC(y=rb8UH)Gi7zdmh$+Dd+Re=z1fx<W-MNCBJG1KlFkr6FA!H
z@zN*iPqyVsdyE@ilhr5HWF*=8+m<Px+j3K;B&lbtURVze;qQACBJK})iWxdNfcJDu
z=NG<p3aTLI70=lM{XIQim!nV!*ioL6V0Q|4<m0R$ZwL~+{@oiR+8C`RD7~&U&U}<=
zwU_=NT_Hs1nNrKM8g&|atFb+rb|_gFHZF93;#c#*86eL=GZARSeC3s0Z{?n~=pGcJ
z8vm5K{dBp2uBoAS+yjb<UYN#AuiU+Jq<6!F^#2ZmEPKc4I9kD?qdlKU#u$*OUKb0T
z-5*nv!fd^%_h(Sb@~2K`1%Elpe>&Lrh`6E9e+-#*rO>Ay`oQiwu5bN5(ZQejZe#LZ
z1Hq^$GaJ~=L;e3@+I&TYg%J&j{T(xDN%S*Bl3>!xQ8x}Ocp-8#Xq~~DzW~f7n+y4@
zp^u6bM;Bnm2(PFUn3=lA0&Cp+3j_EzW=C#@hxH)xO%e+PVY8lqSR}Fsm#Iw;rdM_g
z=_GCq;8(NXkR&Cn+GD}PJ~m^+?>#2|4^{2+h983Vv!S3>OH6UQ+~1L;2vT@FD*g$`
z&CBOctBM{K)CB>c$|8&5Tdu7Pp3+vL&44SQtY?9!0YCUuuiM>tk1kwj6y|l~+w}6x
zu1?ak`|~kbfE&p&Z}2)LVV;9~W)l{@hD*;e(#sgMZ}y7HHUQwUT1jLLbPO}4jC$lt
z77n)w6s0=o$L@UKWV1eNvthH`rDt}qA5)Q^9Ff$cJjJrhBlf+fYN?hPaLEopZ`0C<
zZ6u#DbURli;g{jlTn-g$$=0JoP0Ls=#R;uphv6ZV{?#@sIvRD>R$co0X_me$p9v7R
z-M0QNXR3n99A;mZi7M)SHwmQZlU{k^LdlWD-b#HCxp^Kmam9&*q&xtENb%q+y=%Jr
z5l=^)MB{TWm++tm>MUR9|E;qSWM6R-s&U8BEOOH2QxbL;RIA>9t>{Z%cI!OSB6C@v
ziISMMheMlEnZa`CHt<fETHG!eqD<7n+~HA^$vR7Hnjtb(&jncaZvn1G4XJIY$5nA^
ze4tVi=!{qTcO%C~-OVfDq#GrV-@+RrZxVJ8A!B5(Jty+J05i34Sk8SAyxqyJ4+55|
z5MYp8jwvurbnCJDfr+2D;{Q+g7Uf-6OuW;qv`>cK^5v7${4f-vz!d1}F}#jB{LzyD
zFwF}MDWi)%zBg&nAA+}aw<B^Y%IqbkjrRBIZKDC-<Y|K+t?}3~Ccw$XIQ9U>KEqsf
zEpQ9R`+s-_e2Vt=BEU4c1+^Qi3o3|Uf!$AEPB_0uHX47w!=4$Fw|UZuq@+El>N)*B
z$mLOAcRTs|Y#-+vw*6(4{C*8~NS%xa1eqnIhSKW+fy6nL$fKWpU}{3)rKGJ$yRuEQ
z8SV+65|MygH79LSLV}6sM3=-&f^l06&HYi)z(p_Te&}tD!}?OWkj-BN?AnvOowKad
zGx15RvnBY+C3@78{_~?=Qo-P2JtX^~GWj$lL9sr5E-tG+w{W|(c=E`lSZ>s{@Uf1s
z7QD=Bw4jUe`%<!(PMgU&PA6}hNga$c<PtK#)5QyG=)VH>w{lmid8^YBvQA_xzw08e
z?kH{V_=68}%Opqev_YMILvPQ<mBzob163L2yj#j}AQ_Io!}%*V7LHFH48>+VK%^i_
zI0G`CkNh{!eMOFcwOHL|iui5JXxfDD;cP*jTa&jy=1T+>tjc+ENjs3F?KP*622$Y4
z>L*J-788NP@vmhJ&8#GOAGa#uumE+y8oq~mto%p7z*T1b;Wl&*h#j9CmDX<AFKhed
zB_g|ot)_)u!`{`JBJ@rC8(<))f0Auou#jOXf^hY*-eGk?pTEoVL%2_X=1F(qtFtK;
zMRDefz!K-bs)$;OEyR5$b+Zm$#r58BtCg<3=;*eO;N`<Hp(o1$4m3|ZP&$C};+?&s
zf@cc&i5o>`2Fu<>&bNYIV?I6DsQD^-sy%_15*To;rreZx9~kjZbIT*G7%jd2=bO@>
z$X6u&8eiP+7{P~$eaiz^53qAn67XZ+_ox?XD4D5bC)x2QgHVYX?6-z1lmIDUGyp&I
zt=~j6MWqB^uU!^(5?obl7u4>idJjr%FDU+fRnax%YFA$(z9|Svt0t5iVNKU(94yhu
z$_9w@?gCw`*!H+ott{PB$AGEbP90F)SUII{mJ<X{HwOlubgF;-RIy*$#A1EAJH@5+
z7tY0gtx{J1+L5B`PYSESw-m1NbG6DlN_i=hdt`fWSto_AsV6{Rg1cmY%G6QicjqDB
zRNwck@`8H?v}@li5<eNB`}_<O7Y+sokKWWjCJpU2zv&b_M^974I1cS?(j2tCm@^S9
z$Z9-jvR78?)AUfPzMuI!YHXmvI16vVM8YI-*B%t1<)3y#DD|RLVWEJ`G|I(+GlKaJ
z>Gnua-`}7FxNADe#XBxyEQ<X-*6V28$v-sZsQLJs_A|P;yvGgj6PC=2@Abc5%1zKo
zE^cgFtOnqDvMuqgX*FHuX01QU^+>Fcro-CBgCVTaw^z4Y{mt!Nk**Y{+sx?fg1;!s
z-6`8UnFI?j1jF8(8tP)K>G+5@xpazEXw;a;7Y9pkxd2phS$`P*+cj$JV7`kfl|xu@
zR($}}o#A|``=zn-D}pZDI}Y&oSDM!hp3e&ks|WtpNDqw!e~kSo>`zD_$Gv2X<*jU%
zMfkR9unrUV8MR%BM$MzC?IF(Lz*eeR5B~b~nf>8H4S`Wz>RT<{a+exD*~D60qo(NT
z6nCOo)Umo|k11C=$k7s}z@sDTV5-`A#dHJn=80nC7A>i&>a*2@$t5STR{xksym*Dn
z414F7zQpf&*RH$EfVd||oPEYlXmgYMLiNlv5%*a7jVVR}>4g{>Nvg-$z@^|5Aa9+&
zA-(v3445qh&2`SsBDv0QQ*#_<YH5?v2#}lxzy~=UF3j6^oeu&8kj(&5SoVU~S)*?6
z84QB1v-82+xCT`~;`xF_*>@TME31RU^HfsM;=R7;pIDPszX!nR`L8He_IK(4nRCeF
zgHol}0V|8<a<iGBR0Ty0^Zn!c?**a?kxS@&YoyAc?5IlKaI<S#8Yd7<gmm+En>Rn>
z18zhBl!-}z&Dl7DIFjT05j(d8Kpir5z<j|Sn^Vu~n1DBsd$_&W1R7K|Y2x=3pyAb&
zt0ng3MMx#urx#{OL_{6i`9H|9PTd1Eq8~MJMcFLRIj$DyH0)TzHrN@pCRJ?FFb7`V
z07BfE@#-Pa9nOFPAWMC0J#aRvZpfI3*Fb%A2argE9LnAFCx_ApF@M;-Z-<Uig|Cme
z@waq_A=MdJaYdAStF<O-;dcY0R+Sv-Z4G6VfKsk@y>NM8mDZ(APs^BP|J6)ZIYBP0
zgpBbN_cBdU*&fy2Gx)q!ufLajp-?+gyYj)f)<B8nDDruRJGL?Z@v@SY$}*1iB8UkJ
zqJjH@BgVwEbPB_h<H3Zf<OQ&vC5|%bn#~)OF93d?Sx`$ay<f;5H~sXwUAJyS&r33O
z^xS1;lT>aVV=SKiV~~5psL(vZc8~_kZE(Di^Kc|>D;<W{{$HxyF4zZkj`td9c$tdo
zSM!a!Z55FbTeQRNBYI`7$VDXj4&(Ymvf}<O{+_K->-!w7C$AWzbmB)jxN`0zmsD^H
z01L#>QtHG`TgN{p<gKi}tJE~xsX?fhuD0jOE=aa%6=-k0?yvn3rNupfS4i$4*g;vY
zN!gw-3&^m|t0R^YZrpgj8GU^+Ip%NQq${n~c9~^tHl%8Y>!J?Lq#iP)`r1E0CM*_0
z7cKsdEXE$I-w<6MjV!vK$8UfKUn~|r5d~Jiy-Db)nc6eE(Xq+It<l{&YScA7X|Gf(
zzo_VT>Sk{$09Qwyvrbz+*4B3w$rj$1El1)xffU!@4NJ>R>|wqI)h8?I50I1YE)HjO
zpvtp=CZ4avj!59TrNVGRt>`^)Ryw}IR;Sfl2RWNeaq~Rqe_J0AVvU1mG5(xCU%m60
zQAaXh)5=|PT5U6Lns8pZ@`s_KmXsa+Y<EnN%aSa~>#i<~HHx~`zB&$JsdlQIm$4#=
zgC-(r*%2>1W92tOI&qBnLeE_u!-pnIjql&TeH6#}wa&igjwLgE82e3(r~xh*w#NqJ
zB;Y0^ZTf^Q#HH?9!6(`We7%qNvQ%9EZj;Ml=Yw<CYp$Kz@S*0ht4Toh^NWEA^mMxg
z*NU}Cid{1O=qB@SBAdVAcCV;Gj_QT@cDj2hA|AcyxZAAq&*@hxH}$Y?5P4!HyG#!{
zQ6G~Rk+kS5Sw7e-O$U`?tDtrGzL_PjyF=-L7Si}{FWQTn&jzQtKi{eetjfL}QWb{^
zo@+dOG}^EVnt1!}4H5TGfxCmMGxJUMc=l2q`w`BNvGPwF{wW%n@B!3R7V9;po7WBz
z5CbkZlEGIV<j2Ml?%`7cL+4{>NBJ<Xe#nkL#>}KwZhbjZ6WWzp1zngPL)vDlO0aPl
zo-BNoOjVdCl-_m2B+{^kPxx=1r1jxN*E%T|wGM(yGTvDz<SkKLD7Wl4xZZ}J4Zp>S
zV-r&LYB|mCzgOK)!YL5S8~{2*=`=6CozDj5f;eeUr@`A|g=lXz8bjw9Fia)o?DrIZ
z2WB#vowL^=#X+RA!}Rt29(Hj-M{()(8zYL44cb{mx!bp^vi+}{-u;b5r-t~zq==~b
z+1GPRp)b8hnbE+aVwugETrG9)p^Z435reTsphz3+P&}QBi<ocVpsG<!{T;a;-rE|#
zJOQm7e&vzWQkh~OIe0|6#BOE|)7t*lslWB%a?v`3I{rs;GGk0ayqX1SId^GQ`sZ#V
zMCztUQG$<bRnQM=(1V8QwTJ+GL|$4%b=&P?^DT>!bvnceA4=uks>Ct_3{!l2&Q4y}
ziYho!U+iP^zAP-hU*dEXc*o>tppmdDS!yEZxt?5NHKZdZ88%fV7HH!^g#VmxN75o4
zO0u}ws~O|C*|>A;lK`8xdZF&awHtesj#vrTTiJ!C-n)P=>JMo)wpd)Q*c2)RWkcqQ
z=_b7jo><?bean>xxO=bA$DokVis%5T*xTPOYN{<m{j`dULv(efBsF^@Z+)xV`|Vc|
z%^oRH*Re|1FoX74BPPD7)n^V1^j)2>d=c<>xTXi6Nu+PmrMnq?FH?W%t<I~Iu4z>h
z$M<->zMp4&loQE*bp_<C_+d-=hqzhswi8fE)^^8IE2K(XHPfp9>9&Km;=0gA2?e6y
zuf1FGuovppmyf<nB=Nq7cssmq*Y>O{|1eTPMTcxee0er_`j%Wz_~xfI)|W)jJ_5vU
zC2qQOQHo>xQJy~io(+H`C`K5^z1D%L{y8zBd@&2WQ@!vYFIK(w7tRM2eGF#PMzbuT
zoV}5@YCPznXJx8)yBR)bJ5>ib2!>dg9vz__{og1xVG>`&=wSyru;KkMZ7IMU%*qi|
zVq_}5i&N9t1t4GU<2a|`Pk2K67l49jEz)_d9@Oi1!-&(eBisBQfJ!Qb&ge%pkU|-p
zY7IoBJipn&X#I5NS)<!BihqowR;U_8y;036o7v0P$9G*o&kIuHr)6q3<=0<2(uB!}
zFu@J77BipAO}t>&_xgQ7`gnpUbY&18ctuSW5a89gC56po`$g#$E2(N+qR`nyBAY>B
z=qNynT-WAqP6HTR$uQLu)0ogu6L_`1m(b<_CLQuw{7x}dH_4vOwJ3w?;(Pr;^&R`!
zzuzp4EYU?fomq4A6QC{M-S#@NY23|w7axC3qZejes$~@SiN9UR%%D!y6PpWozV-?%
z%HZjy^pv`lD4X;Ox}l{6YK8by+T-WfYh0jN!hI69esG<)%FTtoLMF@7kn@zc+BETl
z84=E-;|uM|4cZFqf*6@=grmfO|M1W)IUz<6s}@~q-Kk0QPell|3d0g@@jW_N&ZZp~
z(yO)Z18L{}K!M2N!YGTNi(vYC6r~&K8fBt>Dd;5+W*LHIE_QnW>lyiL*R@DlK?Xl=
zG!`6P^$&EfJn*l2IgWH=9IeeYtkrz*m|Fi7AN0=ERGt$;!A6r)a31t2&hffdsF_+_
zTD09qQaI`1VJ~}q3;bSo1-)@z@i-4(NrHZfZ@}vjFMff+l@lh}Q332415JCCwvnQ6
z-_sjX4Q@IqUlgL#YU@d8NfN$L{f(5s@x_^U1!iMNA$4x>l?=saKbYY@HrA0Wjpuhd
z|LOUi2E25#kq?i}Z<}(T?KIH-Q2nOx#mDf$b>Vaq8Zz=4Vb?M1!KkCgeHQOWUat|7
z>`ptvmeI*ei6K*odyNa!O_f1o65lAcZwB9_saFQYB{q}mqot*@-8*B!k4rCUOsrwA
zvpn$csGhQ#5l^Dt^+k_OiT2+Q@1iv^z0WMVDn3U9OOJgO<llDX6y={p#-zD630CF{
z4-SGSh<)v2P0wg$;;cb3asnP~D?U^#a_`4&$7d6!WY!*c%iq)-BZcDM|9@<~bzGEf
z*EKvdG(*SGjnWNDr!<n1g0zT8Hw-Xz4_!)wih^`0HFOGy5+a=<Iplzd-^q17_w&B*
z{rmnLaefTv>|-B$ueJ8t#gE-PrfpTrzGLgh9$IcaLk?+i0B)QKhiJ8cyliWZn|%Yn
zG^fI*BA6@QI>8DYUq8etV2~jY={Oi&RA9R>dUc)H-1Y1)k431dCd+xE+Q55udqs}+
z?|?#b5hxk=!edP>Jykh?Ny>%xi8pfePs#zSne!Xmvb~_?`2Fb?h7jH5u)iHS_swG0
zB|XaK8Bv6+@Ca*2+s`<T4Jikrh18?<SpEv(VfIs|O_kPb&oquSI!z8K!}>d`*GGeT
z4nT1A{GZ^O6XjMRYNt>2eVB{uu%?1R+oPVMW^JlH7WstaVXOxPUptO%?&l(<rvwFy
zio3fAto7FA3tQ{jyEAvb;J`mt+d-Pb9AgXawx3cpsR*Yb)A2W%2o?P@>i}KC`N853
zuBWpEBYm89raaus0Q)pu*A^N7YLPvJugzr6_>I%+Ms7m$IOlhJX7>K_Z{p48>@S43
zOXZJHSR|X!L7fi`<I)Fl9LNgYl@S#|nL<H8>)2IBjV*pw)K$M5Z{?bwT-e7@=o?U7
zcbpEL4@J_?cq6OxKNGPtEP>_}-+2I%mta-i?IwE|mA<-|-*k+lee-VsjC%L7b$d@I
z>$5LK_g5obseZgVVYPNZkK3z2>L(I0@RSQYvf0>g1LF)>a&Je+D9jdacMP#7Viu9P
z(i==w>ar)1B+^6b_B4024udi;KECTpQ-IyEYbe3k6GtpYWGaRAGun#@+}D4T=4tbM
z17zQk3EJa^10-oXMLb&6IY&bF{o5oi5}74)pNMoM-!VAjh92B$qgxp5yv4Uwk&Dq)
z%<J~YR)1I?BIM!2Pz=`TPGM14s%wb6Csd1qgx=SY)iWgV<|VvGeu9Jz85E|fYw+V%
z*Y*&W<a9kHU(0hUM4!Og`ak*ZZUI8jgCBk4m8~z3eZ|#eZyF?0MAbdYarz8=UvlJ{
zVnS_fxf_R6+GY2*%zHTE4)LjyH2W@aVS%h$sbra%G?>!*yg>j->3IHQ{kV=c>P~Wb
zJ#~vgX9n_61lDGTZJR^2S(}luEvU-Z=8=)f;dq+Ee>e{iHru}`{@_CiMK+!Na|eO>
zgRNT_uqJiAV~uI`2lgF_L&+0~3F&LMl?s{xm>)kEQ+J;~?=n3Z{9(f*qs9ZXep{U~
z*<YFprMgMPa4|2chZ>HuVyIpOJqFfG|3C+XCDjbMj5%EAbRkUgOd^Lbi>MvBorGw>
zF<EL%i`MT<3!Pv{N9XmsGWBW3D-8CWGnzk7lI6uPaaCApqzYF}$FEb4_TRZXRkICP
zg=CD7h7G^7#CpNT1br)zC8d>EK>yV<Z8M;gyOnO@pB#C<3R(_MVi?;ov*USB=J*7R
zAV%*G1gYx4yXq2)F7fiNf$6b?vbhc*ciS)ulVlEonGE{sJ~OJmZ~$J?;?;W~e7PK4
zXYf*q(|)8%q%C42l*YeWFovcxq+M!oT&6W%vtFmts4nmoZfNwUDL5+gCc0pCqHs9=
zy$?k3XxrI{=PhXa^lXpUpJ280(AG-CW#Fw|rQywz+0GNtyt!j}S+8$)T2V&&q?%vn
zM$!{<jKg(Z;IU<MQRy7IdA@Y^;9`if<<o^cyrbUx58nMz9k~VgiQv{%Ril9;&GJUS
z7ucGj{`p*@m@rs54sQe$O)s-36$;V9>a;1PPQ^}?(Zr5hdtX`Y1yX*HJK5hZmbk+|
z8TBULfVEz~HzFC|dkmj~4V@3Jsa+{jLx@zcjHIW6Bue5mIL2&d=hON<HBO;pK@Bpo
zV)OROJdskn7KD+K53_&QzCb=jF$U=5zT1Rj^m)o9xns+7`xx1vb|5o5JEdf+J`qIB
z$uw9|lZWnYna<d+0a<l)PXo;JT=Gpj8w}!Xsw0aP5=WkW@v&}Buft4uqXUnhif=%_
z)joo;bb`hz|CH`~5%ASa#$e^{WfO#eBDmuXo~kTx?IXrZlLozr)|s(Aj1tri$^SUw
zblNDXDJl)5%C>FhJqFWwF&fc>mBFWUEd@RxP(8&7f7`e+Bo!iQq%IR>Ybj<bk`wLd
z9n(0V2ulA(YBxR!4?o6nl<zxH@xTj6z+tM;Xft?Ye?@I4B0{Xg8Lfcs3GynU0sPvJ
z0B|rZ8gJs5Deb|SEhv<=GrU%f%8<D;gBbzwHU`EDuf=S~kpv*3Wla&qmZY2XO)Cb8
z=b2cNAg~Q_H)G(B5BJjL#s3I}EqrKMn#U@;T*B^qe`wV6Ynow&jMX_#Y(Qk0*(mMP
z*JTlH<m*0hyE;PQfPg9!x`{oYwY*4}wtxksI;FZ}-Xtg)fm$)=xIpg=pEx^QRv<^r
zeEB1BD5f$1LJ?bI1a+jF`QZ23Q>25qPW9GI_uhKu$(I&&x_+GXHlP*coP^G%I}v>C
zDWCG3knA=i!Ng1U(RfZ^CIVEK?~4NA|8f*OLk`;VvdjY7zjr>FrfE}`CVeAR*l}rx
zR$D4dp8N`Rou%%S{A~5)Lqq=@A>d8D;7*R5Cqd4C_ottjbiDjZF**(W=$Si7Ef1a)
z!y-dHo5IFDOAt4t#3N;4P;Rw~C#pR7^&R<o*6IzlH9mzkrKrRs=%)HLF^2sh*X5ss
zsI>vY62q#-btOhwtdwzAqqp&Rkk_=RCK+Vw#=CBoS}2zMY9Ckraa>vJhNh%e4JmKi
zhZAPs)34au1D*E*(P{7u4OGs~+gHPX-atIeiyhHgi}?&EH+%=9H8(q3KSfd)Bv<sZ
z3gC<I<9dV;x4%Ab{G93-@)3d?ac>Ss^LGj73RLE?0d9Q;0i+#K4~XR2IB}3Rv*MTW
z*zi^6rFt;}C@3=;^4i@o_PzoYl3TKZCZRU9cBn+G!TjfDz7c|go5ne(P~j~2XG!e)
zHrC-ttNaZ*3YnctCG&70vnJaMnH3oSS5{0hnO&?*lwGt{E*dY2bnKFA1?u{G4*(zL
zURA5xg7u>drpVqLtg2u{BE#_EY$P(K2E1Ox!qGS(;2yuFKqvR)SRb+(U&#TLRs6ss
z8XO4Bea@8_tz*y_v#(Z?Z1<i#BBeyMdB|IZExMG<?m}|J-&}iz?u$Adss2Xkvud2A
z=jFt(+1u~zGZ;(}FbEP7J;17u%7tc|Kh2vV;PpStoabEm$qo`A8*v=i76)2yTb;o*
zXx~CiM2P`}jNOLRgo?}!tZ7q1<S4t$M5Z-r<@f#dbnfRl&esH<6{Iu7tXo>iwo7Hl
z>YZ$~pj~1PwWNyda7eb7eyWXX)OB%o_RP!+5O1OHjJbT0r_r`(*#p~rCz6#tKd?;R
zavn?EThC^VwoAWa_<+L}=t@(vNWX5<i)_YV#Y*Fs(_W18Mg_+f(`VzcL`Eh`$_daW
z#TnK!>42jZ6NBU90v&8lkk3d9?PafNr*m%2*>zrJ<H_S_nth>-j7_UH%v$1~3&;ev
zw)53EHz0!8dK}@d6k-o*g>d%BKqOU;!OQuMSk?(M1&3;|b~a4Uh1j9=M6$bM2uqzX
z&ZLP+(n!G5w*`JL@je{6MjAGfuf;+6F>%}9UR}hCM7Zl%#<_nk=irg4?}CLqMPNWD
zN@mOR4PNjn{x`xxB^6stgI6rJj2zgGAy4Ultn#ea4+vj>G?5JSdT4%qDnDG*n(my5
z#Av0k_?C8opBpllvyq4jO{858AcQ=oha@L0NowzwNZ@Ee#B&-A?&t~B4zvt12V>Ub
zr>4YWYBlfRD!=W&ANJ1$Wy3f$2;T5<P~EsUV}5y8?Do(nVVO&!g7OeTL&fkewidQ7
zPa(OxyLhW}JrbdPy{hNEDW?`fUpg$Wv+jppa|RolPOZ_TgRPa_=9>PwM!EB_h}KpS
zV-kr0kPj=$efFpr4__9Nn{uO|hqy1vJW7O_oXxS-c>0vtMs8$JH(L|Dw#sHQ)D7i9
z*2U4=e_3Y3GCJNT7XJMm_ScWYU3T=(dYS*ie5L!2iJ9Ae`Nop_%*XuQo3?nkMlu!7
zQ5uON81kUB%&B#-T^@l?Wus4V<OnEpLQN%B`D;`0uA@N)wK7iz$v`7!E+3lUX83Sh
zuv1+>>|{ov_Lp){!1%c5K^<XF!(D}NR*<5NGtMS$D7VOKL>UNnY`!pUKx~ej0y}sE
zMEdV5;F=-JThFYeD!m!fb-jYZY+2=>J~wARN~6b69z}EVm)GrDLeDaj>Ad;575RS-
z!U&aDpq_IgEWBbXbQ1)VG!u}`D$IC~+yr^TZz!R3=FFOuVurpZqs1dModYH@Tu4)s
zKF|#mSpANX6xTKj6nziD2GTN<v`GSCC?mSlN5mC?Z;q7(FV`vXP`?M9|HJ3&!$0kz
z$HQE~Yyu0$EZO>cbQAF8<Lo*Xtp>(2*&k3KKykF3=M%phZs{P1*ayA?XuwoT1ICt_
z&PI#AZuA0}+dl6;Tce0y9FRuF0=D+qwtKx1H1@K6vIsARHHJ8;qARhtptycg6c2)-
z6I%Q7bwQuml+6-MvLeY3+NvC)d_;UfhA_$O&`-x9eeEPt%zPAGr@+at1Y*aj=<~-9
zjKY>o{|JGc(qlQF92Z<;bFRERq(@>I{lVPb437NB4B5ldU`wV4PN31D6;_`ofb;)m
z2V2<gt34`T+~^j`kw(V3Gog&HnoIXV<k<Xz3>ZV8;{0SEtC0DP<?=416??i~BWpX4
z8r&ImrffbcS#mRQ|K55Azcl1M*pkvv{d~4`BFPWGaZqB0R<bAgGD-w-LG)zu;F9lY
z#n*}@G5fs@E<5JTs&bcTK0!g-Og+mDvjO7+>KKL4h0!(W3DM1UBdeAqLQ3YBh91gt
zUC~<##fZXupPE{8)Y_O3jTgDZtfyQYcFYKlZ!`VJ3&44ZMe&XcZ|2*>2GP-`cA#+w
z17BaU1YWIV;)|FulXJ7>Pn>OHz_EKHPGYl4y8_*H8FCv6yee5&idm1<iB;gd)J6AG
z&gjG?YSVg^YaEx&7*nNqR8x<4jG$-rx-K+~Blhow-o3sye|6Jy^FP0Ul?G4z=(z|P
zjRH3#iY~PYUn6&oo5?m6hC_{HxEYF7)xB<oY2bR`jJ#)8X9_vp5<iGVchXDz#fE=(
zOZ;Os+Md{)@cX<?sBPC>ZsL#ILG&W>G1E6*{`SkyN#maz%zS|w(6HvaDp4`EBaICK
zhJhk+M_NIe027g(Zne&j-|$1mgrvmsK^;M~A_3Sscg&nNLf@{$#^oJ9#c-5-F%eP-
zLB`v-GTvYZrdi`qLJ=K`?4%U5<o3scCi>dCxl}8qlR@0r@+BR6gwrBqBSf#s+Em#5
zhU}F)_z6efxDO2S*_bOLD3K!4r;{p=shJ?wW-BamK|YlpZX~itiZu_mq_K(7`3BN;
z6)}zlM`dxXwo9JhLGOOLuosfHhtGX4^2x_em~PeM=~z%JWJrwU_Ar>7nyq8+`@${l
zrD;RE=~{gY=?LNlT=*>D6NVrkMf$uTS`WlWJ=y^v(Gz*>Um{&)AjM~yUfJmQvf$?i
z!C>o(NaVhKXGTAw)(xQoc2)#Y*Og|eol#YJN+VZQR_U;)s7SprN6ZN+RMNn}nw*|g
zb**(*DDxw6IL6~|2O>gYqhX}mYle`oYUPA){@|$f4u8J0{6(JWO$Ahu3p?OSXY4W9
zno8lbW1TH<$2_MVvy7n@!$)zkCZ>XH@c9XT(o}l0#j^xr1X;n}RNkI1rnwsV)1R_w
z`Z_mur3&s_tq14cK<47ypK=R!X|xUNt)w+J$A*-?SkeCS$%UwlDVEVo<JHZOe<fzX
z|KWAVLuu{_F+K>qyN6`vS#3big`cHRRVOGl((Z^cl<B*5qP*BIy)N91o(s0+Ms9)B
z`#uYKDB-?`WsOd6aMS~MKW2zx$YT-}qDJLJxgXFEchyx@w#RYN<#6bNx`)>iM_5T_
zL4yOy3{Eg>n>e8TCR_tC=$TP=C)f$F?ooYna7p-|?(Ftz8VDDh0M7_N=DiZSCs_OD
z&LUntLzFBxD-^hjOb0G7iBu`U8)}=83l#x<<k6y)*B+nO{%?4ll`&~J9c-Qmr{8Fr
zj8&ivKOmSben>le-6PpI%?WN*eE^3s#_LI<=g2=RD-dF2PrFCQ|NI^trqr@vhIBHv
z&YHW;yLCBJ@5hFP9FDgamtN=k1-1MwbZR7oy5F31<-ZEc+e6X7l)x`0-TbCYJ>qz<
z4f;?te(y7wLrZ9t$*Cxdv!%9jdxIP78BQ>%2%)_<GrD)Oa9X2Pow$iHYgoJ2;J!47
zV0EzJlp2T%Qe+dMARD862_gJ4enkr^l?+@Aax8n%S0zn#Y`HlNdCN_rMZ#2qlE@D4
zaf%0k1WL+7=u`O}BSs1K=;w?n!I|$3Jz`g0mbW%t12@Y?<P?bw*`I8C1>vj-33&8<
zxDP!Y@L)f$g4ShCYFUvrU()OllVsPdijnla?dqF)BLRzVKO$J`q9BMjFlwAmP_7CA
z3nfTCTyDL#F?fJA9CWK}2zy~|u^^7)VhE@DWHuE(7d;@$LYWXSb}06AaPSJ)QjaPH
z2_h_OKK<gIZE?4bP0w-~Y+xtl?^Z0C&TXy2$ZNOZbguqz0}!AZh>mh4N7CY--xnzj
z7dGtX`7V^S0h~Y<QJ;`K(V3uWvewMq)&*vlS+ac^bqqS88i;8bRIZ3^No+y1K9Nbn
z`n@UZ%zL|SxYj-Ej}w|-9fM0s`?OtTmiMFuOLbPX>3q93vmd{oImg^!3FG3I7>t~Z
z9Yd^B0|Wd6|9-7<jcx~5;M<6lBY)M{b{r?U+cJP^cg;BX?}A`aTw^MX)DcAHiBpAi
zUYyQ%OxYj*k|rwSzg$npRVXC2FWRt~Qf!S<(Hgwq({cxcGzaIB@}r?$v@+O97xDWO
z|I;P?Pon-8cc8_aFTkowZf<PENMPL?W;;<Dia^+KV#OSD&XUy^h7LvdZ8A%xH4eos
zP_iggt4JBumyfVA8ZuosnZwbtb+;t}kg9m`#GkD{pWL!Y4CYM&=cy_^ghZ*VDwj;H
zaIrI8QpE7FBYTe4nK$uFc!9rmDWtl7Na`a#_4EMs(PnMP#08}x?do4+QAuaalLLjn
z>$3-`Y}-*vAFAKJ8#98Qjg!E;qgs%UP><wfxa=X{!lQ|}aZ?;L^`tZH`CDUFUIJ|s
zqbjP}T~UymO@)<mmV2hS^<YWt$^~1I?TBDdS|gs}X>7fIHc@S^H(&}7-5p)MoAq!@
zQ`WSE?I^mS6Vl4fNaM(6;=)Rm$4%X{{aM5am?b)0MY9mTSo&}jIOy4W$h`t}Jdv#x
z<xmy@VQ~9v(ty8vQkDdiYd<RmqDFF1*mfjvNU-u7)Q!rQ2aN<E1lzk@sy{wG``IEK
z0=J^Vl$M38!R;N}d$@FRR|?_Bn(iWrb>i3OEA*;-kM17fc<>EsDIGEB+fj4}ch;?a
zS_X`ymVSXjN|{}T2M|$PX4@M_!NDn#K^-NK1V|t*q4_s}-MwQT9BP<up@sF<!XdB2
zT^-OkY|Pr?&QYZdiJ~H3SXPOlcnEQvgbm5AA8u`*)k#0VctZXOTnd?CLnaiNInOTs
z3iNu7HWtHB{H$%&x}%vgcAY7}Y3=5{2>a&|-Dj@6@(C45pP;mAOl%I6h-FY;;DrTm
zq6MPrSK5-;nxoWsQb1t1kZqf<4&7yc=79Iwbnw&9KmaeEB)NMs9JU?Glm5(5m>|7@
zwhR5`Y?%?u(BTVwbkVB+^SKg*LUo!wZCI*$?`f2`9^(>DHJHOIiP@X&rq32kJqfKB
zK*;gmo1uqh%s&nNr-b=W;QntM0~h67rc7A>d-+$6smtX*9>ioM#j)59d6Qk((#~Sy
zQ<=~look)~m-?4|)l=LomJJvRuion9+lojro)I7K88M3gV7RE1w$*&^s~zhFq((Td
zVNM;68!B*3E@&uyU~b9TF~XYU0yFte&<fDceC8@{WvHA;UYPYKRhae7**f<9y=$yr
z7Vt}B$Lhx(m+$a^g;NrQLOet+a<o{TI$OH1mC=p4j2h*YQHSNz%5fri$pq-i&Jr=j
z4}0A*u6%pHs7Zl96bQBxQFR!&f>Hzz%L^eHlu{?h$<ri-jJ%NG%q&EE3fl%u`5LT@
z0@KD8ay@a^c`3zabSW%^Xkd=73G#HU=)q@5CubJ*?|$E~^Y2cJ1^!Dr0{9+2qfGt_
ztGB4?{eUAIQaG4a#$kx;0uac^RP`P$`U0MjzukF`1<Mvs^8mxSz$Ng{a@o$$wXMpu
z>O`L3Qn4>;A3{27J%oLJP6~5>l|anDa_{^;=qPU#)=x-3*mdL@c+`y-oJeRJQ=%+?
zs@I0RTryCEObhK;^@<iD*CF_|Kqtr@G%YaiCi;HXZ>>CB_|ai0ie{uj9W7=AN8usD
zcFHudxru72R#wH|<CJP>i#1_cPhlvo-pYyf+mhIYD&Is-@vm@){(K`Rb_KT2*f35u
z$_!`mW>bLirRjZ)q0$XnQ%ZOLn5`hFFoo5FXV%~I?mDir9dppX1}zr)7Z|+-TmQMv
zZ>!<kQ2HrJ0)i`r+6z$Tk>=^vbGSSl^2BH|XR=5<O-}S!(;ncg-gq$lk}zkCZlvhb
zU4?4Rvi2jf6{w}~zb)$>Z$+pdeUyZLB`vOhXezGbfrLJvjvKxoTj$z{H6@my?I*7M
z#Sund03M(EX`n9iA~5xpe_{0WqeEoiA@%)V+1`t?-hwN*B$DOEW&tO=&S9Pc+R^e&
zH7cwsrVW^5Kp7U8$h#-*<aIb(Q>1{5wa0s~_w8wp^escv9~gaS#F+c@+CS0Nb5p-p
zKl-U@#=^zRriVJ)xp^sQH!3y$36nE=6JSS<5{!&V5``EW*!$mHf0h6q#K<}*yS!Ys
zCX4ToLlH_4(D&i(x9TiwLo<UF?R=+~qRhge8L2tfiHkvHr~uFnl^9cPi6J$^U*f>Q
zKWWBOJpX*$HcOfOW&Er=VjCQQ$0`hKs7;M79`_6~^JxVpW|@jP5j^^N`>>T5IG`E~
z9u!Grl)(AWIHl!Q;5&n!MOz!JKodMb_duM1ZjD*>V7j9Zxqf|y_@Lq5i=dU1r{<Gn
zf2Wotz@c%23(Sv)dFI`YKitMohl}&sUE<8?HSI#Ddv#Iqe-Tl&SA(9G@Ur7jsDm~U
zf&kEO=<%8f5kDZ$Cb!nxN9B}G5QW|{MxmCJ?r8$GadFgHL7C@csoHGAg%*fRMlCwa
z6KL-d*9VkfdaNgPj_`qIEQ`G;^liP4YTi&oYv1ahYe1&luG$o|U+3{Z@$+Bd^o$wL
zOb<94m)BPym*OGU^uyHU*4Wl;_>f#N4ZeAbPdUL?ts51!N78GGpG;{(c{6rXiT<B_
zG+8``_-rG%R>)G0BZvEfeD;&6Y>yeML;d8Mm~EyKbKf?-f`I7S1nC{Tk)qC!-|ypM
z7E+d~a&wri72=W7znXp$x_v$KcgwQ*_S1VY_rluK<wJAyW6w(m98!XtV72Y7C;V;w
zG_dU^V8$~fZ=4hwc5}JC2*C8eI_!=#azg=ggmd-TDCdtcv3mo9i-73}QvziL5W0+F
zwbLe#FWZ~HKV=xKqZFy*VEMYQZ+Rgpcwx0)!GSak0xY-Y#qVrf!XCd^t^V}uy@}^B
zkQ29FxihLiQFNYYGgk6-lP1JOcp=Ij1sp!+RVM|#SP!~|MBc0cJ;l7VM2ijZTv<u+
zltEamNgl|%3Inv6S7i1&&!|fZ4S#SwUlHOv!l`7x)eub3p_T#qe&G#OC(Eto;4c$-
zB%5+ADN33@wy!S@PGjj2ej!K+fDq6V`b-mlmfT~!IdWD=R8|gPYH;P${P*Vf?{%EI
zm>#ncZxwXgN(3~>h7dja;=Vd>0q{&5cC&A><bs$cx@Um*$ti*<jPegqhNd#P_8mi)
zQyBfRi){f9{Z7tKIheUaTE(O7E{4RT4rWYQ8A1qAcmoX1U!DKLRMw(Ze=`KW+lRlJ
z+O{KHZkmgT9l%FY&j%lNte1yYcL8U%Jq-TMfX>(5XoZusa~L?a0vCXTUGT0(Kuy=p
z)%4+4Nh|s|b|lS`_ah#doS7uB2uq*#QODhUcP79+g9Pun4?HnYmpSO^eu%hf-ULx9
zMaZk0Xh)t6hUz+IY((LrZ&L+u?<Nh?Lehk0Tgm=Je$@ARx8^+|Q7%4Iah%b$cH#;J
z#W_`e%nHI<S!X_a4U~6#jsKQ+|CKW*OBg2yaF~3flHwNb(wOUta)b_{Qyt{4S^GHz
zXVXb>ynxh4R^*Y@E4PDLecO({|NmsmNbyL?$QoSlOCw83VQ;<MH5W2d_{XRQRE4VA
z@d|y|ett&LlnpxCs<iS$Gkw3fjy2Nzpfcqy#P|6f*ip1(qR`Y2fx2hzEPtl&7kP!T
zoJ8!(@47Dv{vi3lD%1A*so3s9SL?w^IW8BjO+BF8Lobzn1}s{>-X%%k5GdseR|m*N
zx2{*zH^mxB1b4_m#Q2Wifm!jNHHi@GaoLlxUte$->kvDbTz#{h)}-=JgXlK;qv$f_
zo6Cu?<}2ZnhxP+W?<@qryLbIr(Bvxk_Wm7E{IoNeVJilvpSM4zezg6D1Ay_xf-VmB
zm!0LWYmX!9RkWP^Y#Y4iZ<z}2A}qtyQnLkM+~x-r3f>(+a`pl7@b~GCQ8LGCzj=|n
z({Xe{^$_c!1Ay;2Yuo&qIl@K;E`IimII&F6hls-FA;?dp12D@t0H!A{mK=fqnTlrV
zcd}Sq{}gor#}n~igUs3L7Ib;xqJd-a6Btt9@JIL4v;mFBILl>UgZ+y|n@D0f%&~<5
z1z}a)lG`c;^zh?YB97AnRV~${piUd913*Q5Y7Pl1EkMu;s|T-y<C%2n83VF3_-ydh
z5^%A1%(M-NZGTtML=~~`-_=tbgL^l4?@X$Yx}JnYo>B2nD~aG^r3xwf@;^zvcNb-N
ze<`5s;$XR}t7VRIfXCuOxTbv90}frzl5`UwQ)M*0SYuER`yyly$;Vv|$T=h7)8$zI
z0epx(0e)TqHvmHuEu>pvLHNR1*h%d+Hvvl*AI3A>4*-qr)^Rp-GV2_6R!C<L>r*b>
z(5~LBffHmX*xI&E@l<b^!^8>Je=z3}9W`%Q2_VyPS4IKT=Di9Ik;#AM4gVe9N{o{R
z>O)6Eh#`+_pX5=}JQCA-wogPFtCkrgd1Nla80~7JujH|^N0C%-8W;G+Vio=@aZtXV
z8?kCZi>;a(A6+v1zQxsUYdTBDN!EvU#0T`5z7s1cI5fmdww5sLc=g<B&k|vlk#PL=
zm*Uqx6UuCDmMS>;da3Bcw*=$KAp$Z-j+GBDJW1vJ%6?y0>b<|iKQ}e%T6^y2HbD3E
z!_^(Du^+oMv#x7*$IDk9bQznN_jeriKnwMXALal|$#Ypu?Et+CreGo9Zn(On9q0%I
ze>$Z`0HbKD6Y9G5I*jg#DuWaQ<rnO-sq6xQMRMeOLZ^3S&&3U$=2uhE^ev)l`sE|B
z0;N`0ilz|dq#6NulA|XG?b>`Y!zU}yKu|y+;F)GvbRQNWNrF}C?pi;5_eOfB28euM
z>0*pB_W*Dcag%PChhA>}sl!epHlrk@p4Ifdf16Q?MM$D%RBGqzcHX>d9!7XF+~M~o
zRlm2__*HjWvMCcitwC%l4uRW}^s<B2v1Y#L3&!{W-e^IpJfUXypeazhP)D6`T1wxs
z{ELcf@FyI2tTM%WJh&2@cA)-?rk-H6FbJ={KY#{c;{(iCeIaCGeI4*OAFv~GP3w6w
zI6r0$?l~%mnx+R#e_PiQ<bT)y_ye3J)0F#$fAZE1wB8!fp=hqy6(1w+nfb2<ld+~@
zQce8GI}^7ZLDm3L-1v5;4Q6p%A_S-~-9DJ<moGX{b!vl>fBLg60<NJ4w~~q{B1h5d
z&8MGRdP!s&rREdeGj0b%-fjlyDf+NczmuuQU*QK({QHuGT6g1&)$oxhdNvd5bO7;c
z14NTd%hvj`xT`c4KN1FWJ>c5(96e5uAxj&-<7jDsya{|t>2kOL7y@n7k`Z`T33!nn
zO4`tZRFVo9>r8elS{t2W_%(z6q>44w4mBZo#<0k2`-mMMUuABXvb;MU>~OGI%b>AQ
z86Ywj;LL{;aLK!ht|Ur6bK_vNp(IleM>ApT6CrB0uGEe-6G!KCikx2T04`t_jrVR&
zcloMYduE}R)vsT_ewbg%{Mjw|%aw2R={`FD<>y$QcP#CI$t2SKxnd6jF<Rb!=#}UD
zbEy53g>@JJtalI%&BZ54zc!%zQ<o$=vf<)Xsh8(!^u%gk&aeZhM>kec94WGEW_nnd
z2wA*hoIw3P355;mp6`rNaIRf}bf!B->BxZN!OcPs2dyl&OR^kEvco62q@hpIID)jd
zVA4SNT@Qp3-4tRBG^SV;p4VLnrq2<^^$699)wZ;J4Luxw)mYxGpsP(E%DtAr==(s5
zrG0OqE3Aq*G_60U_grqdW%m|e>!kY|y(@phNZoyU-@zy&RBm6W+OgC&>m_<k5mrSi
zwLx~c*b(gS4~&4eWtmtEKlW4t$2<E4fbN8=n+d~mqphxESwdT_iFy-=v_SiIgY`ra
z_dIV;9JYkOr?hR`Sf(u{nAn(bq$yl~)_*B*@Nq*)d+PzWUI1Xwj#-H$3H!McN$Tbc
zha|$eT~ryJx^+D=Y2a0TedAAf@Q|{{8rEHsx=X=X4})N>!z?(giK0iAgYsx}lrrT~
z>?3T9*B4cqk8CP2n7y9uWJ3nUBtH^L@RRcoX094#vZx&P34z8ZeLcMJm0t3oTUt1q
zP=D*oEzNr8!>=uOpi2@T0x$7o){xDpNS<@Wm-{${;^p7nth+w3fGgSdwsR_fiTCBl
z2XU>x*64YApaRS~P>EH8DU`t2C>0br@=T?q+B5ppY_s%$Y+WM3xT=#3?+)h)9?X6S
znvgZMB!<DN=#eC{rJzpzT-Bh9+wX-<>`NI9e+&OLPHqS?tz7_nWVy59lihJ8)ie>W
zJ?~FbVVjFW7fOTRt1@hjAVa^lOEoM+M88PfO}HbJzotA5A=I}?H_IN-3gkjAwQf67
zEyoZQ3IY(7)|NPL&xL3>cJevRywR@J`m2{8AFHRM|FldhLyf=Rp5Pw;SIEANAB7jM
zohAxz9v8Z6gg>cJCxU}B%gb^>MIf8akm9hDLWnLRU<UMdhlY*%LmNh|P=NXlWH|}3
z0eXn;z!#3bAc4?QMvlQ1H-#p|)<f(qSLDLo;SFA=w98MqTUYpOlVm_sX9Bu;s~8xP
z9E};EC0LI84@VRTlESr1>W!efjs(m|Luwvv(|?C_iY(nRm>0|7ANgWswzx)DvFyo2
zanZM}&Ny7Xppu{$X2NV~WW6SuEp}H#om}v{$^L4fC@CaYT$IFN6G)$jI450k?l>EN
z>f;V+uec6rXKWiNY}AL#lLFJj8s5~<)X2?0sUa~^4rnMcY6uj6eTIc}-?XxQLTS^?
z&%70qGs@dlcCzz4gsE1Hfkw&#a5S+|KWTV&>3BLQddxkK6b=DSu~|!fb=!RKBa=3P
zqIVfs^_ZTQu-(F;5P(tgOkYjiJ)+^p%@fA%L`i)xT0PFF;+8T9)T(|Yd$6fae{5n=
zRAUa$la_hYG=Ize3*wofzOLwMt~SALX!Fr2G`Q&5Vm-_1@2Y)@6OfW?aTK3ib#=VD
zv}In*Q>8mX4>3XX7w8{NMo`T0_8*~&2UW!Bnj_BDs`;<nvfq=}mvhI5&VMA*=ZL?B
zZv7{f@GgsKWlJ%8RUNA_3_d>w91WQPi+uZw>I&|oXt-J2S90tTQ^5(+Nn$NJ*w?jB
zWj>SDfv?|f)@zV4e`Y(<REJpq%sBn>wlIjd?ib*oX?gZNnmhqy9pD~-+`Fz+HAfPS
zV8MrfFGxy<GhOA@zf~w@#ShnMjFz_c8otwM{`f^*w92Z>t<o#A7aUGDMBI<7KEp|_
ze&DPF&H81?yN%NswaJyma8=jF^4e2l%#%CyYuq6@awhRB`QPlvZfMj*dE=Nd7B10I
zc0C679Uh#G)Gv70OEuqV%7Ak$gL}z^T+xufxz7h^=B_vtD!A6eh8PA$_2e)6!er7&
zUI(Nw%e^<xTy)!F;{U3Iz|AFnZon}ii)#>dS$foa6^XB3p6Pn5?R9e8p~DJ3d){~}
z#Z}&gX_`16H$Rr$Xl-b8H>_$vGecN4gPt~BF<yR6!6RY(sf5of<dgV~iIrjJvbtIo
zF&dCUD>hZ}#Ys(`)D-bcQ*p00iPJ?m%871S@;xz`p$?$FJCPUb#0#uRBM*RaBS2cw
zR2EaKZCx`5m`108*5Mck%Aa1HZZ}Pv09wQI*o#+imF#RixF|SuLq&R#GRHj_C4um6
z<w{;-$HUTfXrJ-)k+%oxuWzd;;6d%oy?}soRnD;=ncYS3*07U~0wJj{h7j8S;%9v+
zcs+=YeDNtfwcs&t@kH*+Kly9NBb`N4SK(mmkps4jlU=Ql0(Z!ah^P76&ENDR$GUoM
zp4*)xGA&UbcsWvpyGmyZKFB9Gb7}wmrFCdfw%>vo2+zd=S!4X{>@|r1aZVnIvK!GX
zNh%K8HAb_#Pj7Z8Jc>s!kU%(+@!c_g&K`FToV5WXnnrqln{sLKv^GIl;^pBlmGZjH
zutWuIuYEo!<wq-3vsu1gEp+MW6+iw8syW^GECDT573kDIZ@vG<^Y0b1(t#HOzx+%D
z5TpU?#Wd4V{nk__+(ggBqBPxM!nNfQ?9iKhz>$6$=kDwNXw$uVoM+wD>f{;xi5<N$
z#4ZhO)&NhG8VcY5@&t+JxuNPMuM0kM&oov<*K>$VAdA%shKgLsWnO%bzgJ;*p39WK
z*POijgtV%xeWTEGfG(7)>!8jA(S#5Olu9Yzr%7#9-;P;PK^8swuw?vdb$jtL{CdhV
zWdPINb}#ia;zf28&GBl;19Q|DeQP*cHMdD28-ySuOb?=hSW7}!KSLhm>Md=@L=*Ut
zDoU?$kL9>jDS14~K{6`ElSeeIVf=2Nmcus4URZG|s5tzHn;L2I7#PwCVLQu2pFKC!
zt7CYhR}WW~JfS#w^h_!yki?P0+Z67TaP05|r?z{pQYu>*r4YggGn2GS6=8@D46sa{
z8Wgk_hH2EApdb_%rKwKG_Q(N4+!O2xR!)9P5xuueLLhts;q*AP)eO5@3bU1Q99p2i
z9a${E+qTG7QIg$Hl(jr0=EO#>uSoyyFM0L4{?yutg3$7W)Hb8L!5xA}%1ex0q5#=y
ztph85RQ4yjjKU!GZTQ$w%JF4$grqJxpK@vYzDdyWAcQ5v<PZw81ZBB4eo<ShXS@MM
zy+)qmiJ2_)bn5;sN4CE;Th=Hm^&LDWT*+uz3K|V#h~2C$#z7@r2s9E>4}9@0o6y<8
z2s(DtCdxLd_63j6QCLJ8=2{Ni$Gq82=)&Ndu{SeU`22hLsO0Levd(omunK`XWLktJ
z)s6y#_oQ4-?3emY(ixd|%!bi{CYQoN{Dj<%<*qvIgv!kZm>k*VM>N%P^wo|BZML!T
zk^ZQ^VeCfK3xr^Mh5b`6$qK~SBPDNt&$n#Tcmply@r~Sz;n-Fi^0U-!m4|%3a-XN)
zpU!<tdU&LYn3IWmVQl-`3$=&we^3aa&$|*<?`lpygH~wFGkqnK_sy4fwmfSW@=wME
zYz0P!IL2yz`T}=O+5YfU*QcrAZ_j=Ubb7LGf$T+G;!FBzHWcwMkuKrJty`}w*ClS+
zh0-tM^k_XX<br_)HzTinMofL#<#s$&apB}#W49n^64o7W1ek^p?+LCA?lW9h%O2XH
zkAwYs8DQH_Gd)tFT9MkJQ9PtmqtZmP*OKy2_vY$Cztn3`{<V_ox7l-{79RhrTlk>o
z`Yx8WAW_HelfS<d!aPsTy$)s<f2n<703YFRSsLh!voQJV-$$3@=NjXkcK7gY9g2Kh
ze6dDX|B4Aj+$M49QLN`<0^y7@<l_6HSJz%va0=;+DrUG67zB}V9X5<w6bUn<Xmoy-
zO)9<X^E6lchYYdN+5$mWxwG?@CGXwYh4;4LdUGyQ=hEUSQV?eEcZ;Dw-<Xtg%77IB
z)Q?O;MxNdGW;|hCVf{sv`zRvV{OrY3d8Y1*r_Ee0ORDn^yH*(@56{Saz`41HC!8zV
zW<pD12-_gNos(pJKox2Y<~G0^z+3V~EbX6lo)k{{#fiLUp1ivOU1#upy9EF0$h6!e
zEB))!keG{F!A=|5M8VBiuIjR}0xHW=OLlEVUDko2`ZDb<5toi=^%PbW_DbJHYhm69
zCrP`lcLV@9RW)`IF)DT%g-QLYD0{EY;G{9HpE+JJ<Wkdozpp}<Rw|LAfzm|AJL^qf
zs0}J-EF~-fITWMHzvUSvkp26C(UgqUz=EL~^O`H2+iifjzD&O|Epxri%AB_-e@c&Z
zID)&?Vq2Lc3e>_%x;CQc#qL$OMwzoKsUuo)4U`lIy~0+MBy>lP>@0iBKrsT`&?8{t
zW}-g&K6K)rJhDbw?i{7Ufb!mG<s6SS-p-zQAqC5|I*-q#5;E~XL$SeUaQWM|-J7M$
z*nA`3Odv3rW@WVI&1II%i>~3V)5oeBt?wTAd!JqR|M5SLCnw+;s}%D<a8L+-`dJ$D
zp2FgRCZtn5Gf(y3sk~c;ie?Qo<LdTl=dQKAVv*T_@Jnf_RBDW<uh*c(VxA=8`W=p1
zb(%oheYDC<AMv3IUAA8;E*TVfn^O5Ib2?o6$q)g^TJl$%B;h(eWHPFsCew0X^@RrL
zS$xwt=Mgn59p4&Q(m>gp@k_I9D2L-GDAlf;pjNN!K@dXm1q_5uPkHMKrzeLYIih9Y
z!{$y{Z@!S5U;(ye;qkqdJ>mcM?A5%s(sW^hEXd|X_NvwD$2SIr%`K+Oj|yI)L(}ft
z_XEB&8-v_SR+;?HnX!7#fveUq(gyi$3tu*Vz276xRXRl8KUw@fIY57RJsR1~@emlU
zRU1qy_s{#7h)(#3uN|{r$Ak2H&+;{N;8JZ=;ANq-Ly2riQ_?3}k@U|6W{mwKE!=uV
zrt?7|%~k#?o73K-KT|XVIkSHJY@^uvGL&EVh-GAp$=)7+8T;x0I;!zW@JjZ$TxhB*
zeV(-o8I<y<^W#8xJ0r@F-#c^T{xCf}SX1qReCC1CYB~>2b~lT{0M-Dg`Vw78foFO_
z&*77zZJto(G4FuNY1f;X`nT<*XSA7|W}R56>@IML3(o~xJ+RcM#(mLm5L!}+fj^5u
z$M<%GGO|P-S>ql>i-No0qHoye-kOE7>B4%ZM)RRESRD?wCR~Z$0D|xlpvtOBEIegN
z6LC_(*7SA-{|Se1!SV3Q>Q5s=zrG{^bMT9NY;6G<Raa6{z-h=&YH-*e2M=ei_LTCn
zeW#Sl^l*4QT)3b@Xe8ffYlQ115<2v;^;+^q7ezBg5qpgvsZS`rTftEU{ZK!`+sTOd
z!@VK({v0suI}iQl_{y~zt=<4JT&4X4jMh{JeG^D*8@k6>GP34Q@x=sL@acTsrE({3
z(9R8T_E`W7WezPYEao|rcX5BN0?Q@djdRsarFcnpCQ8=7eDDVGqItnf+ugMaMppa~
zhnE?2-xr(TL;>tR5Y=zY!y+}1&GE%92v8C-sULcAa+(x8I4XQd&G;(!L2`4vbSWd3
zm4-#is#!1a;g;~SzBF^HJ~4Bfmq-X{lB%LauWyeBk%SyK%|5AYhHBd}?(kRMD|ad1
z?~8r8cz?ZFeEm-;lUec_Q!qe?emr|%jhB0`!V7*1Og`Ur_XjN1+e%boO#<J6&d9Ic
zVJvo~c&yB2$FA~?-Cq8n`>kYQWgmtVcH-X*(BFc_eT*!#zis~&Vnhdo-*}2UP)JBW
z<xV-WdYZHnoXlZV=ST3R=%@O(NDe<`UVDBv1yp9^tuaMS#DhGeSu=a$i?<4YhFRo-
z*W$T?P#nIA?=-F~LgYeIPEM!UeW5?%eGdTX@!$m%xwiT2tJ=~|tAP2|wCsuh7kPtn
zg#>F`X1G&d=7kkok*s%+SrLE%efyGgdw_qXT_CJeGw?{6EvHL3r==!N^yLEwcGa#-
zO#@T<NWGJ>R3%ZgN&Pf{yjC2p&epc7#oX7QBK7FFv<DkrLW1EDMEfRdOKSw4FdO0C
zV9@IpX!yoR5!kwq0C@AiT=`^iB|lxJ1ZcfJHC9^|hC{c<R?XH!yI@W=Wur%bOc0MD
zI!}0eI#Lu|68l?M`jwnc(Zx&q6!{Q;`iq*w<ISU2bosCByGQzFuZ^OPjVBEyvaoRB
z&b+|_-v6OvA28Z@1^|{FH?Q1*uggF9;G+}Q`vT+F9k(%lzSWv#8ikea?8)Y!GyEpq
z70qFJ%(cqRPpxNLPFmxe@*7}HO#O)n86%VUzS9IYo2xUG#L*l%>Z>Y^qX~F(KE>br
z?m$`dK%J-XLDJz15}QFU9S{SsP3CH@El7`kDqUT}cJba)fW7|@*OusRSHHGdzSw&n
zdrvs}3>w*v?ht&7h|ojPfan2k!lIJhPPKhTiHaam8i7ndc58gd-4E_8Cr98Fiak>M
zp{)8O-R=ub=27f)<m+sUkywz;cjvbS@9TQDI{|Z(AjL#Q(6mN|pswU9HtF-V=Co$M
zqM&Pm`TM=i;=6x(?5F~{I$EA@gYg(w&gbk&!$#XQ+P=p5=U))NKg-YTBx1gI{C{Fp
zC9II;P>G^AGQdpA!n2?HmiRZP#26k1mM2FB<<K4K4|qR%L?P0dOe@k;)63hQR2StB
zk7e>Za^zc{#Cd_m3I#b*9KC&Z8;$VWXe{-GUZUVVt%GSLW$G#CO3CeCZ6A;1ntmM^
zDh(;s2&3xC#H)9jx(0%ASmte|JY49gutDj5JU-sss|RPl^3P>6O$$$xPiv}=nd4cu
z=<xuSH&N(hT&70h7rqVjL{jjW*^71g_jT${@nnjNgZhq&rix{_EvI@qQh2jO7X4N4
z(y((aZ5$AncmF%$kvRrfcxXTomSU3Y6NoXJs_vJ&sT#ecfV!wxmH_KpX}sbrq%$=J
zgHH<&2mv$=)p|wpoP1e#;d05p;V)k2vv8FP?K<Ava_kMCWs(7SApZIt&2rCM9g>BB
z_2keNj;)T~MN^}vE+35lsjpCy!V=z~=zYM==fE6A;tIn{dh>(?unyomcv}?e)i5TS
z`1n~#^qVJYW}`B4c$_KhM)h%VeBU#JHy#du8Y;J><VsTK(8S^)qM<Vm^hjyK^&|4i
z#|l&$dF8Q0N5%PB@~+^c2m?VFuK}4r{SZ5IsyDFGMg}Pn@eFz>D05@5Qq0H%%<!yt
z#Awh&GQ^Uy9E<~N7+6R!EU%vf=0zRwP(ZgPv%&rhfctzo)RCu&gTQbD%`EYaO}x#=
z&Fqr|J*1ayi;NG@+qH>J$bPjhV`P@}C^jX!-Jf%CJStSfn{n~oiN)QvUw!Pz^iklT
z1@>9DtFyBw0Bqzx_WSPm$5W3~?liUKJ*r_q6!^!5FYna?=let^fYvRVLF{SL4`4S6
zJXD>@_tEr~D*!Ak0K)L?KZ(uBI^{#!fQM%U#Z5i$poa9xnAq=5)vnc$R$x`kB0%Bn
zEi0iwM`?@A$&Cf@A7$<XA+38CiB8GK^ez-f2!C$?GQL>HBc$U$@Z6(0JODoax_~1p
z7%8E-%K@4kf&%9NUnnEiyhv<wrgVIc^!c=@Ehw_4b&W7=G$8J^zyKjq34D41Y<=T?
z&VCe$lC_T!oo=fNu1a_TG*&mQGF78Cn$Se!Nx&mw?f1*IY>{jmHuJ&K+x2~J0ON4J
zza2n5FaXFH^!o1r)42a;YKHwv)m;-;4Cj)42t6wU;$B6XzqFh7hrp(x-&T!!R68k!
zJXs2xY2pf-A*L(7OHx*6C869cz#=Pm(tu4FTvnnP<Uk6`;h;-rGGLSX`b|K~&<Sf~
z`wqj7wbiEF^M1275t5A!1b?T^2ZGCo$LzE1>*+g3v8hbpwi5v;+V$=V^rDY+vx^Kn
zQsH9CpCYH|xW_nf1Lwc0R$NP54`S4(8PK@g?6tT)mW3_ZAgQ4xuCGR<B$^5@OhB4~
zdEhk>jM|{}dY$EOh2VMW8^94a!h6}2A8~^Tc|BIddxp8_!x{gJkub3W7Ch<xO?(v!
z+y3;>(w?_109e5OU)0&ZFSXVX8;|NUEa^uY`R&+qw5nC#++kLTUiGT^OqakgG7@Dg
zT4eQ!Kjt|&(`RECkcV}ipmK=sFVvRLJRHCKDB`pDSDhQ~G9Wx_=);*d8AZTfm=Az8
zHs-|Y<4=G=it9gsch7#xV*{Jq`|47*f-EaK8tROmQ7z{Y%iVY^dwxLbe(sUWtSW1R
zhawdrPq9y4<s;;&dRsh3SrXTs4gxXFBa{V+OxrnIDvl3U6C_xWf{2R0fLY$sds;=Q
z+eHu;D&$=HT3_y!@Mlkx98Zf8LWSn<9jCJkY1YwZQ(HS3Bhd?B>wZGi?Vca3*F!Xp
zfwYCM_idM-`z>dxzOG*un!f?gRvWM?=an`oFIE*91uDlrMQ$e8Qx^BIf*V>?FaK6F
zVD6{4iOkdj|GrC2XsU_&WeSr_^VJJbyx6$k;gVH%D6=hNATa*XVV&NeQEDHv<VaXt
z1Tu3NrvTTl1;9qaE1(P?i%abZR+xe5q%i%f*g+nVW-JRT%pJF|FQ<)cF4pcoI=p3W
z-$+Z5j4gPyFjflI$yECNld~=3WUIiX!+$fmUZ%RN0(GG2@%YX+&9l`u60#9s%Vg#I
zAQ~6l-}@~^U0ZF?UFA~I!S}Kg89@#}n6AoE=mCTc)g}nEe#tl34!ERPkIX~s883cv
z2QJ_Fu^P)5G1?CMr5Mlk(ZDkmCtjPjPtG}0D3B~hn|4Q8^#67q@j@ukB;eVG8;MU=
zYQX-84~acf>0|4}MGNZ*u&z<02wS2AGvgJU$q8>)blpqT;hp{eC2nt{FAi&{=sK0}
zPNdcrC&^8!gZ_qYk0wW+c(!X6=}xM#@xb!U`F(fi=xC!Ujlw(fn>O7m8G7>QLD|%1
z9l|Ugvr<{WGV8Hp3O{jflr%rEFm0(vyAnT(0XdGMKt(_We*&%p)z5_yBuq8w*jKFV
zu2%NR674vIR7Kp84{R6Lg!{Yu*9KR*BRgnd&nldBxOKi;5iff55|boC%quF6NkaF4
zc<<!?6#!7`PkEX>Ue$9~Bs3?-Xr$5b!FDA?E4_$NB&dSiTE%cxqMua_<Im6B9GruL
z&py|Z=KKlmm(~1)CmvgxkKRcMyDt07^8_Y89i;1cEIjc)k;K<P+%!<pC_Mr!W)f^&
zfwTa=w7eC+0Oy;Q8`>t8uxpVoYnop?^$(AMrtYwoo1N@Q6C^7U(4x#@=^sIN&3*WR
zYvZx(Q5w81s5hUIl7ZgzNuXm_od|9x)k8h=rmG+f^Zj|#(TZ0AY?C;w()>|<TI2j7
z@-MVM$Ui<^<eukBI8{e$2lky9rTO21n=<5meV6eoQndqEtYtM_^$AW%u?;K)IakMc
zmS<J`JmG#>_+KFfv##A3Y>#ih`;pYti+y$|`kG4jW7J8nwczsezVNlybRlZfi*#z=
zLrT5>@~}~aB8b|_us&);iYA5-&C%z35=7GO5qxc$TCWL+axu^kE#H3G&Sr_t>8Ib<
zRtd-c4^jUgHQ@iMxfJ`r8(N`5rRnPN5lO=l<qjsp#ZlxeQpR3<JFNqE3OB3{fS5+*
z01K7A^3iV!ndjE~eEWjS@IsONwP6Le46w=bkAbo$IOO-aFYwSk8B~+jn1F3FHyAoU
zxg|i_d+c|+(QpBH|N3E3$hmpgn3jZaD=HmKD2EItOgX{djd7%{YUU(|2|1iW5Xk{F
z1N|1^{Ij>~(Tpb_&~oj3syIg4m)7=#*VFe{kf;Y#0iwDaeDXqn3Tjs)7>@CmW&=Rd
zY1eOO_)58}YD5HiOcubaGx5b5^oBJv^0C`TM+r&oA3rMHV{WhA%K4R*h>J}76iLCz
z<%{L8L+%{UyP<04m`A%(S;M`u6H?Fo)*Q3Xv%bez*gvwv!J4?$iLw$rX&M;$e1CbN
z184~20gc^lma2-gdB_>xb0h08l*)_$=BJt0lqT25QNgyci437mOzHYu94Ec74MM?A
z=zoK1?m+GLb2?v2q1?9Gq`npqqAR!l^s-i<>FUK7|FUOA+*2(5G@IlpA*xGR?cUP9
zh9S8%%KC}F5`O@zgTkmBu9FhwQ%ZN<J<h(Fre5Nhw{u|Rj>Iy9cWcop8aR-e`?0xK
zr=6tIsC*~+dsNt3vQX+WoY6O(;w}ZYi&JOh9-jza`+FLkqLXCsaR(S{I_&ypsLiwR
zpG-5<4ThbHo5dyu6AjQ;c*ghI72-Na?-oiP+k0@iN!DV)!yn<U+7@COMsFS6d_t~H
zhrdt&&FKF|)W34me_t9=;-zw=saz_3nw1dr;<~vu8|qUHRefR%@9)<0s&%lq#>k=j
zC_@KX)tShxy=smhqzSt%NY3t+A?-k5*QhI9Nau^DX_EtB@T=%2-Su0rHTJW-kn`_M
zZR}rv0y>J5K}vFF-VhZWD~m;qGOyNgWivvh@Z9JG-b3!lb!dgcK7sR$xsxw2>EI9e
zV`;zQC{AeRNsM@()U0`%iF*C+S^<~bYdL>}j#(IDP11Z`@aA5d`_rA?z-1xy8L*x6
z3?-y!|NpV}R$*0k-Tp8sAl=<k5(|*-ZYhxxK}tlVq`SK%1q1~|kXAYt-3=1bozmc<
z`OoF^yt((jzLW3Bivt&WuX&F#=J=Jr@fhphholM(*G7D^(zQ=g^=c*;`>O_LD&vCY
z$3cPFH@*@|QC@&}e_`%#wuE*xky2S%;U|W(^LzpH>iJPcT583z1*bWxNh{3}Cn^FR
zXO5p>`fNfajJ<BBP^3Uyfo~gT5&R<azchmDNxxU-B)tBd2UL;Al8OQASZcZg_-Wy=
zr8hbI(r9k+*JT;f$4GPaL!h&0v+F=5OZWrt*bZSz^QZ!49blq1VAm?U3|)zV&x{2w
zV0!LxGQP7_jvvv{(rPMPh4(7QbuAUv6fA^e#RDHGs^l}O9e<YM=vX!6H77&!(1!Iy
zM@C7?kr6GfTD6eYzWB?vL1n|A<cKfLsjO2HdxoOC9aRc@!w~MJjvr{wm$v#vInXBD
zd979a=)9t#FIMFE*WUt)|1n1uv?H!5t!aX)Q~8d6J(Rc1LSya8XL_1o)mjpk^|*n^
zY!1N2?rT~z=&ffZn6_*Ll);HYm(^B-q!&I;NG5p$C0`1J!QO5@9G}s9{RF{82gm!F
zSp?G#ujybP4}-|>0^_xuKGF5zM;2dhL5Sc+vf?Qk{v@{MD{~A5oyx}sL^_t0oKXxK
zw)f{>vURgEs?K&UzJv|Fgql<mGYL&1LoavO?ZjPx9qLgAfPk8knGCcdlbiq43vd+1
zTTouxa0>o83ROD=<sj~10;E*tmKys}i8vQXe&xhC&#7LcMmyuO2gwurzz#!uVy2er
z!x<<hN%y^%$+(I`9D{M4q$t4B$CpNltfu*uXJ668)c3}2Yxwd{OLDRjMD#wt6Gzgo
z1~C}!H94RQsXpt`xhXWxR?BFP8iL4Q=BDL{tyE~(_Ft98`{g=`SdZ<<rUA86j>x7D
zjr{nNW{#Vp@6C!U-@yuySE!}JU%zOrz)%1}2SIX>9!eBb5(aXZ@m{8^@QUzChJ7a0
zw=n}Bo#&#66pY%;!5A}u-yrxGgy85OklOmbRg|i-swX!>%8@n2=0-`@klISl`}l{(
zkqaahRc<T+*ZShnENl+2Z4I^iIVk^k5^<Wgu>Tvj_XMf5zMAfwKa)|rHF20qNgi}E
z0zy?@Sa`d*3WsZb?m%KT33qQ|ZmdvS-cLp9&Xh+w2T<Vv$S3O?;EgxLzLIRU^_t}v
za2i)>yboJnYwDs>D@tSnl*iW;9*zbRg%rIfYD7<VBYp0yl|yXc>Ybw#2rfSaH8Zb^
zCODEAUuo{Y%|!3B3r9VKrys$P_oM!<5|&zPqgiR`pQ&;)Ic)9ApzlB9Zu&I8V()f~
zp%G74g-2=E0CiT?H=2&~wnt`E5&v;Cpsg;q-zov~K=Vtw#Ci0iAqP@p_fO3@t$vO(
zoYm89O+aK}%aMgwww3nDtqxF+J-T|~IcAP?gdJ(;vx~QrCf$Ark_i4CpyO<_ebF@;
zKBoC{Ho?22aKi-%Zf@}Hn!_eIO3`|hePf&7D?_5App^2PsSGz-(ONV|(|V`RwQj-v
zeY@jvQQUFsV`M1NpYu@j*LkRH?-9}@K|8-Sc@cnWRAV<Uc8GF;^HW1|pJ|vL@^(<;
zZQf}XQoknTI=mg0(RQS_&=aAO{lMm(!oT?@jiBJXl6vVM#y7HB=5^2Vo^u;tyi=LO
zHQo>U(ofvY*?zZmkp&N)>oaecpC2!H9WZfeUkv>EKW<gg$caL9KXsy_+*L!@(;e3I
zFW7upqaM=uUM6H)=(g2ul6|b(Nbg4$=t-pIEhSOZdf*Li4t6(ZQ!L7bN%9zzf-Hxq
zc>Oe9zm|8s;B-)+D`<K=|Fhs5U<%g4edTNHfgdceMBGtW1L3NR?ALWru;-Wug3uOA
zwhoa%jy;C~!fx?SXRw#M%6)k_jO2|mu8J5&YdiIbYbKxL{#V|a6!`?wYQ3pJ?brmr
z6gUVlFcx+KN=C9<SVe&OcLc2RRiQlaUAJPBakqGN_ASP1u*y#ix1UyJJ@Go^##Y0d
z<k=H>vj|S-fe<ru{_j_^MlZ+26~DX~L{Xt+*DC$~KJILg>|DAYK4`3Of5~2`i1Gn;
zY>czIL@9_Lk#`L=M=OG%Q4^HmxhDv+U8gHi5RuqS)6$q(6FzaviJe`8h1E)^p~8H@
zqPpnbn)EmS*&lj`xNN^ptPh-1s^hKxIc*Tarwvm{uB!}sTlFvM)@NEij^q9i`E13}
z(;u7w^8a;!zXwzxNu7uW-lhw3u8DIBK)re{eSVVoONk8jj+~fOFnSdXsf=pNc_Gdk
z!hJT{rxD9QI^83;XR}^Cd;Y$0Q(KjjxU0hE??Uh@9vSNgg)_N7ze6H6rVrK-LkrtS
zN=N=ztM9UEv9^NQXi2*1I+^S{^#GnW97p}u+Znb!t|*`Wms!a_HBtX;C;@Uf!Myn-
zTnQRSVGp8IaFS_{*&i4rRdz^A$d_Wb6Ki08N$X>#X0BjDTfGI#(}k7(P)fV46Rs0T
z6hX1Q`jTpzAc^htX9=*psrf3Q`1-{KiU{DR6{S3>#U1}*kW0S+xcJ)1XQU?Hj)HI3
zl)8_k=}n1|<vC9`CGYA=pOSoD_uv3~GGn$#CQ^S+dM(9R*0wedB4iVF;dLU|z@y>w
zOHJQmwNMry{|(ph>Lk{y1)kZXCZx7c3O=elxg@ovBp%G^Il+#+g_oN&4qMzS-A7k1
z_0<h&hpv1_C*eErCa^77NGA}DYrpNBnFj9OyPO#Kg1Wb%k=98&R5ip;CO3a@(BubT
ztavidyXE`F>okuX0Ov7>-Qw@DFeH@TTJC<1?>f2MFa!o~K!<BI!Mbkw4zE7%8w>iu
zklt>Y43dRaYkt1WsDs;MUm<SATc&`kw;~JTN;<b`U^YvI9RU)V@D8qxV55fS+-=Tw
z?;{%%4X?QI%hv`jyYme-XdT90dsTKnEmJ@D*|PSFey~(ySmid(f;Id#-je;>c&kzr
zw-c3d&ztQMKB3rw3B}4c?iKP`1E|CEZ@v$1=o(lO-}%HgC&1MbX=s}n_7Z4^sP6{4
zGfP%u;#U#wHk)%05O@xi<)n3(9x<zA5jn_P_DMSTGDdfcALl7K*5O)?amN~X<JbHH
z1b<6M6;HlK9)HxnZXBF_ePqt?BA&!w9>zhmqG5Eg{1z8qvT>6lrx?x_&-TfzY#&hk
z_P;6w;HM9TN@`N>o_xN=k=9#Q-%r1k#d-@LC~iCzG3u>eYmamI%rXyd-rJl|gvll2
z<u!TFHG`y>Z}$TI42T}ejuCmnr<els+N(McH0awcp=cdVEjr1*2ILT)i%D7HUY-ci
zBymRr+Jf1&$D}mG-$2lEgLKe6kCyw2ayNVSeka`mEmy!=Y>Hic+C4EDq56d_!VDNU
z#YaNqf2ErE{&Xzv23PTCgAeaP5o(u(D9|<gK_bsSiQy~yW?{6Jah`6f)!Co9in#U{
zVOEfbWBD8^etm3X0%KNMYxt0S_)x@RGYhtsU?!GdD1+y2!lY*gwO*YLqmmkpG~HhA
z(gb%-Gk~E;EC|?r&%_C{BEpw|HDfC5b>K*S_cYQk*_4A0ZkSS}N!fl~cg^?JEXuks
z3dSVyS8-l3$p}>Nlv6kqQ3vkldRnsxl0=#o10xN^jcN9pZBEh1iam&|-m5W!-rSQ0
ze5Gu@qZKHcxIRgB366L)nk=ybD+OZ3AK?qNeQ^7J{01zA!2LZ1R;z2mX(%{`OCvU2
zb65B!>-A?W;ycIhjpGJ0Ibu<bi)&hW8bo_>No8PmiYsqCP)QJO()B4IOuFYyUktyp
zOMvn>aDXq?VMsty{V`Epq!)STI_8EP?X3gC66RY}O44}33q*HQ8rh+E)k#nkm4{@Z
ztKHsVQIcF9tm>?OE42M#eW~a1$H#)nlE~0-LI4oJ>AM8N9}%Acd5GgZpHi1N%6;F}
zEFqO)eq_O*rm?pr?nZ>ELbV(ZWzJ>izRSjjRC!w2UZMQ9`af=2{Alr<Oi?PoJ3=0$
zzI`lK7unskHp(s5$jtTap|6J6QLwop|0IPHT0tOpavVdzs+#7T)W`4%8WX{!-~fbQ
z&4aaMyrByRRWt>E-=M_RuaXsu!VH3zZe(1sk$JFFIexu5B(xe$gYX@+${LKKb;K4+
zup&QI>CAK2mzE;G*V#gvR0Y1k4`{utoKY*Dzt1aP_=4%AemX}ZLBR6qC8;%~%WzH)
zqp{kcPOPP^s0-L2f~FbOXyT7lz36-Ol_@%H805kp%mYI4R)CXop9umMtDTGteIw9-
zc$FCrD_f`cwi~`cO3vN@Cn#RGdnB936r`l@|Fp`+ZYrAcmq<e{k0*X6rj^G4Z<_P2
zvx9J+`crn@zGqy!UlDHggRl#?^ks~xPMm>)EA*#s*%j>IVAcm-sj8d*0F?b+MrCCr
zg&9&>1Nc^19xszwlu6GPwmEDuP6n@h6BQFAv??XFp~p%TSI1Cx`HfS<vrkY>&Lzxc
z`7A~9?cKAop=+8^-@zIq<N*;7c~=YgscS0;2(Cad@H=6b53-Z)^}HXoC9qgAO^OTd
zR$Pd6<WlBMR&%)dMd&zj7n%8n{E%ra^f~39bMj88#eeW)QLC^KRUZ02{XHAb`vj>r
zW7ZB+O)G?o9yU1$LdXf~>q}qUGXrcCsXa*k___VFE&glYW3hyA%#??!u%_yZcl_1j
zsf7+;b*zp2aq&g>T*_ip;Z7C@x4}!X!zadTF=G8%B7<OD1Jl#fxGCk?n|iQcyF5n2
zB3p_T2c9aohjAb75G2bjaz0d=3VE+gW5vE&s>Q;;HUOnx`~_gm%P%|?RGt5tz)s4V
zH$56nOkRu>u1SXMx*VQMW|S**HrGw-HwPl?2WZ)4z352lg?%j&9}75s<Lbw!<|z+7
zrxKKF5;BtxKK2CR_NQloZpukDe>6!*)(X*N%a^(>s@6JrwyK;}NoXj0U;%B{6Hjj~
zUwQOJBQeD{mYB+4K8IttNjFnrX5kmqpeXCL{U{8xNFj{Iv!F($gJ%(M>0xp6p&Hz2
z7}r<XQ-QS=k;kDjc7gm-xKFQO(&-rgq2J(|DamaiO~vf{OKGE;O0O9&xD5~{gu*Hf
z*WFK;0Go*t_`;3@hhC3vtfv0xBPzl;nKa%XkgX?FCGz5|k`a;7OnnEyF4z&S3|c*B
z*?_zCFTxZ#UbbeaLYnx9&t+&l#;3r%c4?X-<gweuqv>ygh>BQQEDt|-XILl0SHA3V
zjXpWiw*_MFx+Hc|Vb23tJT^`}&pxSpYrq3oVN0@7;XK6f!G3Dj<imw{U@EW{t)f*#
zkby(y3*U4G%)#}|V%^^#qW?=SKOpV<dx*=R8&`_)144$W?XWjW-fa%_ZF1*{#*&@M
zYK0D+EXHXI{*aaEx<ByXM>(8Vhq@_PP^=M(O!9DiGqOC;SJB=|bn(4lFG1i62KT)l
zLO-KpE%J^4hl=ySk>JBg^6mP**qGaAwogAi5H+VRQU4oh{Ex%=;`NFYYxbC(#bb1G
zLSd5kI>#kO7CNO7?C+EK>RHq-R))nDk6xUiEJYn#j_MpkL|-97mB=60mnt0wF=l8s
znyv>6tfo9pLT*_DYSbgC)W#R7d7eic`p*z5Wo|qcVn*OQzHFwC??HeFi__T4YUO0s
z8G-e2;`!e@8G~!syQZg)!>N1pWBXJp{n~;teBY=b^Z)3#QCTvzvPM2wk-R;^9X?*X
z*>|h!Ql8Ovrn2yDGsAPzVmx~_sgL9zz?h8?xd1e7XZ02thdJA`7Wz4ghV#=MbzoC*
zVUG?a24<sKg+F)~w#z@}94L_cFxdNH%_cZMUxUNREEBo-%{jxl(Wmm8(F!ve{B|>5
zMEPiReKoF(ipHVadox0GI4^kO>^-2{sIH^<il;mlDF3vyC1_0T3v;+wRasP~=uLRX
ziLn_b>C5n+U8Xe!_epqw9`d(RjB$T8Z*)mttZA%siUHzMuk{cITt|(x{bV#+K9L=z
zhH~#f_0t-Sb*kB{D6SpXk~E^5$EZxN|62L{kCB_Y8_`15LTyc@H)l?Dza!gbP1i!x
zNa>grGtr1p(KlFCeVxLRVOw9wwoqSe)QrWN&d9=yNP(3*!|_J~q~{+-O2A!0nhKu8
zNv&8QrQaz87Rs|fP@-7$+s}b(*7cDi9B<`UA3dFjPIu6%w4>S!=C3wx@~q3St1rah
zujGh9{*a9<znD9;C{tvrw}wC>x>=^rv|3=;8#7<;a`G($fxE{8sdkB_4*z`|-#glb
ziwAehVU4US#zzknAI4rMkkTi2Rw0@!1;VW^fNt?U^70CufsJXrO-OH?7xvtJ^Oi}v
zp%#r=-#*+_?!92laRNQyC^`+6l)mXpb1)M<wN_t~!eNc(+Pf=37uS7BzniEGKl0b<
z>cDU9=Vn^_o>pBK|6elt|9%GoVwVxV<&n@8BEl}M6SR(*VfWiZP&}6nk2y>Y(~_?H
zZ$Mnta!FXZdAyKg-J1<EQP($TTNKBjt^6(TZ%Jwkpmv>Z6$e`|s4$gJ*QhT@_^UO)
zZ6Cu>bl}02f$M`;!^`6%^KnleUeznj-@~R@n{5UoS_3dyuKD%Vz!#YQv<EO8Xr)@`
zJ*`xA^v|6uFYgB8z`%ECj)))8gWJU4(!zQ?Dyrz`3G=<<QR`CX(9M%*kLcRuE3U(v
z0e6P_pWK-jFJ8t^ek?)M$Mhy*a)<=nu-5f%gwlD(4knH39@4*jB$=rER#>?#@rK9~
z)4XlFv=j-USzSI7ze!;Sv@96}xpVO(#-=O5M3*6e=&%&_cl=m^BhHK0_@?dws3Z;_
z-@pxM|JC3Aei~A_R3kEsy!pOs^mT-K9WJcxp|^R-YW@6<XN)wy`rf9?N#=es!fEb3
zjjXpqzs*1rgU;k%Ga3A|UPLapU_u)IBBIDWH_X+?m00peo&!g5fmvnr)RvcHl+k|v
zoMsDn6qt-l95kNHy;J2fFe~9;UzM6#ky?Ni*i?<Zo=q0=?<7SuDPL-%3YiPN?rJ(s
zLwFVslQUXX6f^4byjIenD0P95`mL8Z^k%KG`xN%I@c%nl=;SXgMipQ8a#`aeu~E1?
z)-+z}etT=Svr1X76d@89Q9dIl0y)@?YS!+2ExHu4yuP_&+5DS-w6n>)q>AoPn0!C$
zO~rbO-I;{XYx#bvd$g6)Dhr2pDtTbSnzl7qrnD-C3xRJ3Oa=n}SQLTBDdi;8lF2@1
zRCYCO$+eOyXRz_vaC=p3cfA`w9KOgQRj~TtqALgng)RfWGh^=}z2SV_988Oao=0U<
zclA<EPl~2r`6;i?CJp53Y`ADj<qmU{GJo{xV$Cvu?azyoF~p7=97I(&<<2}US~wDw
zH;P%TXU55^tqnfHiiqN1u6t^FzS`Zy0Y#YW&dw&0!%&1)<i?78b<_W=6@hv|Lj?>Z
zA#+FFv<I6VK%QJ}xQ6v;U<ruvd1?Ufrl#UlJ4UAt4DSO)zjlX=YQD|Bz92_S??m*9
zOYb!37sN#a+aVrY@8tqU3&E0_r5#qrwOYJ$2H*qtl<QJtMa7=wXOhG56EfIQRU0uW
zDeqFhoWykVU)3QQ8LJJe(GaVn6W7dP3PGKU6Nw;SNQFfz>Tl~ew0Mx1i}~Q>WLWZw
z`mH5!NNsoDlpueC`1AU}qLSG~BRBRQv=J=&OWh6@pq?z54uOmG3A$6IznZ~zsuu2(
zKNBpAEB+&7^Hvx6SKHs@gZoYhoxi{p#_&Up-_`75eQOZfmklqt_$^NIR){Avmm2W=
z1pHhtKrCDa*(QK*o&4^u775$UhT&{N&f2BGiW)D#G?@qMfUT~$GPO0tLBKSzE2)}%
z%gM<ZVDH5Bv(Oog@D~HZ{k}l;YNsy!M5;7K%t`GNvhRm6Rt-O8uc>p1dt3a9>q?JX
zmO#?NW>QzF`e>Heuo|&dbOWd;)SJ^`9gm*5&AZ%?uYB^eYTz3C9s5Sru!*URp+RMT
zO?*X>jO$jDHRvtGgY-^+@~Lr0Vst+b&Vc;4^Bmsrc796Xe;Jki<$$AhM0E}*2I5PJ
zk8KCyVzft3V^XG+uEF=JFk|W%gG}8EzE_cVSGodJ2<Kzk2C^2bNdCl9oOu6VzGc||
zW=Ek6>~YM$Sx8MXWZ(1PJY61^`{>oi|BA4SznL4ykzX0X4j-R(1oH@kg+{bN`1U2h
zq@GmHaeYjUTl`vS395Fz2gdn35}rzw@#x&xeBgouH>3f!BsO=~27DX7VB4c+-f;0}
zrUx$>B2FV%<k<Zv(3+r1a{@$+C7pg0_-gnHERzgkvRwlTHT~It#iJME<H-THP2j#j
zb55{9Zv5o#_U7v9`<m?Cw=&^|Tez>}&wY@C<4{_+@vtGBjk#GN>jJ<Ez2hd|8f{Kt
z{FC~*N%pI3`R&O+;>Cuea}d`n+;yV>R`sX`;C>U4W1mbtW*0ssml9>^+5;#?qc^!x
zupX!VLD|DhzIVzAHb<LTe0W^2_~Z5!%t&zqI!5XYk=xzo+x`YB7Zi7Auy=)R|6jXY
zkx=AJu@P-V=*J+l8-n+^G9*dKq!v)ktThUm$?-U$Jm9&-Q+Z$3`x;%=ZY}Hl9TSrk
z0Zt*#?d3L%<~^&U?tXntHb%30Q`!>yE5AR*{$rw(RFD9$DK4$5{j&3j4q0dPfs{}%
zZIHmSN>Dbs-!T)Go*Y%ka`z3G$u{A^g>6w+RQ7zotA3>z>wGD0N&U&*APk#!(g=IT
z{Ft+a)V&MmCjef6)j|gW4kprHasyCgsBqvZI{R?=;G|~5l*0}|N{NAOmFFoO0M^Up
zj&sUG^Y}C!<O^Q18m)at3;L5f^j*$q7~aJoZ$HQVx0sxj@p>eE$n5w1S?PkciEf*(
z<`2B<K+=4Q7kFwuWJnvdcjt<NtI>}xuU=k%X4B8m($yP&(n1PF+hz0exK-Bmtrx*P
zK25E3i-GL|u(kNN8#EQJJ_AN0(9)rN^{01Y!&p-7aE2Lad3=N}2(y-qJ$l}M-XYYf
z-y1lSMQlJ%bs+L&^`x@t(T`@`CZ=%}nh9|(qI$#ljyM|uEABG7xX^8k%`BmJR$yvh
z=X>ABj5ADmh<WgkQWznw6liWf1X${#{crFM_r%*J0BN3)7#Nt#l_uH|lB@GF_y*Gt
zOV5Rw8m+R(xOT*yM|Sgj^kmoeY1onFHx8^s37NtzAO9M%5K0i!I>j%ZP$3Iq`Wa%a
z87~pvv!^!cXekSkY?D{%7LSU`(<2XdjIrJVZ%7M-f&Dp++Z-kFqj3=B;qmQNvcjJ%
z4<l!-8XL<^K@yX`{6dU#ZGi)he=O^iHd+ps+vkBIeHCtTQkG^JYiw7yKBquwo0KNi
z=N`)k7*<U)9m`a(Kd4JE!O0z<p=uJg^f=N14Po9eTKRp&+PqPdyGy-0YAGlcgy@+8
zMoFu~8h&>RU({>xojrZ2H>d{;25>@gsAryLXca7gz?~*HPO(YUk$#Z4cz<G)pl0K*
zL=RzGKt|m6yWR9NwDbg+ULDvlbY1a#MZbRP5G3d^v+x4{am1hZa09!y$Vj#)?VNu6
z*t~+^LWj4sO<6-s>6mj0$ifvb6=^&=vhj!iGJb;I-Fn#{S%OifWA+~&;r}%oiG%~S
zUb+6wBJpz?URvG{7K*27fBQd8SpNU!|KttsPqzh(t{NMk|B;I!W=~=}hH?IOo`0$q
zTm{!z+659Q4qN0zR2W=aa}g}i#6<I!<pIOfM;+b?^_ZD0`%A|_?_7jqV|D{+JjTn@
z->o#@mWF~aTKspMv<-<uVDoO-Hic;}=5Dujn_0VXjJDa!9k6^IaK#S&WiQ%zp1>F0
zqATHy*Bzy&pRRzzMlHB)|2TMMImLbk2APX_z~0{m4nG-k3x{vO=Phz)=uUyhnwOCq
zdX@>NyB+)v69iszC9;2~X6$4-4Q;19cQpXz;)>r=&(^?Fu&;(U`zK(??p*a#+BYsQ
z_`seongEj=d|YnuSNFcsx|YyH&ckQZCn#uSyP(0pStN;Fa0j^;V&y38D6*kg%5TiY
zEyW@<uT8m#R76U9Kwy;(khOyal_ws@2{8$mnHkFsFtXoimWIbg=zQd8*h9qj2GEur
zFnuv@`8<fpQSSc?2ySNw5|i39@1N@iyHFNSNk!>Om7(|2!`FFsA;h}qP1pP?8bphE
zn_@OY`1=b@4cS4$mvW2RD&e0+ckbJkx89rZNMig7U&S6Y1OAsT=PI|}$&LRQKgh!9
z_-7Ud$IS!$MN0j(00i}rk9mzPq{%T$aV{t%c<<1or1i)ASH2N9{}qJ+6&J1!_LUYM
zNECBBm!i}&wEo-yNby?`gM}(ErwzlHE=NCw(R|&|ofq3HWiB=H28bINJhGg!y^kaO
z%G?#pJ389%4umE%mXN(k9e-e&_X8Xy^VR2sgCFqikz!bxb;|3=N$Mh@XzL_J@omK)
z5fuUU3LI~Pb-Erkti4m60~RRPH9rE-Xvkh3lp)@`U5EG`@!~9YgJ=`;3?YOYa>jEB
z^XR4UOd4^|^8@Su&dJDNh<_T7P0o0Aw!7IqR6LATM<kQA^wS1W`z@<ECNMSSzE+MZ
zmZ|%fkCsmcEXa+3ftr_!%h4U$s1ZH;kCyTudk@fI9KpQOmX2ccs%PQdRs8(9BQEgn
zi}#X(;C-Xnj>l-Pe0LX*pByU`4=j?iEmTTn|C3E96~v1y5L6fL<r`0ON>(m!v}=5X
zZXOWd8~A)3@81oy;^tRbsV;SiARgO6sULvlC*f{pN;ifTj%#!JhMwKQa}DP>F~=gW
zgZ3$Q%e$qQ?+e2+>=!zXvXceAX3k1@R2a3SR$fyaNp7T>&#`^UT=Brmm;KbG?iQQv
zKjsestcHxmfH+=Agf8IExlKIP6GouVk-WPYwgd78<HDf87<pIx`*JO~%N0a$#g8a}
z)rdPA#AsXCInKY}zqr5CZRVhq_Dc~zK>^O1(tDU6;zTtDkbuqVul}(@$14Che?>_A
zc>v(tzh<YI%l#EcznvVHL|Z9*hldm5etf6>=p|}oF|fO;_IT+i_J^ua&y1D@_-1Z!
zWq2Plo}BXa;e(d@ut$S@N9WV!E(S?QRNIcAW}aIh2qHes*V0|WTtpa%!!v)9E}vfc
z_HgrR1=tE5cJqAhL=HyUdSoZMjeuamwDA+vil(Q|2yFh3T!?gvTKce^h@A}de*-M}
zpcGKDX<Y!#?TC)t4yY|W(O%%UU1Ilnhi{_2Kv`lVasJ4#r||xE+C1*UTgdPswl_zJ
zB!2s!;ET7wd#e^m?IStF+*1z1AJhZ8EHR-}?qWRC7}h*7Zx(R`R4GCb@q9dtBBiK?
z@ZwxO60!cTXqf`7T&fntt&c%CuTeL8X6>pHPQ7c6N(jb5NX=frsJH!Fj&!I-gkISK
zLKuRwtbUU|+^@#vTrY3`6b2S4y{2qDG1H$>$;8BTi=wSuFSoyVmFsX~iXqU(yTym-
z8)0G~kS;FxpT7&Y-vSdT3(|;4ee;IT%N{a>-^-ZCCSw)Pm%lIj%$Y@Tih0T0J@5_j
zJ;jWrqY!g1hizn8`D2a_vzffLW=&MddP-rTbCE#e*9p8M^>NB08|f}7m#FtWs^8#n
zM?tdq|96x_BpP|9*8feccMopeW3F$R77Eu0B~tIsfH_fIt&yq(QBTNuq^x(_Qyf^{
zYFPGh*W!Q3DX_<|R<NKH1M3=&%Pj-qrjcdRMn~%eLrA$K<h?;Q*HupHzAEjd&q(_9
zp4sw8TBpG`JJVCIgN%E0{wvgi^27fKwIH_G?D*hqiD;s^|51maA}Z~91cDZVZ8_#K
zxN9A@0#&nXbq-dr2Hr=kq!@pSX(l!Y<c9oSjR$zBFhHPl%y{!Hq6R_AfMe!&2|~>I
zCkMG!=_bwK5N9}mvKlKo<n>tc=F~3vsqWE>WWXt1U@vjc$NMYhqCo#zADwwPei~yK
z7sN!ge#LHB{D~c9NkKBAg<jE4EmMIMDR}LEh=_WN;@$hq)fk$5G*Hgl&O?Xv(QyD{
z7!4JL#A&(&dz3}<M@nxE5=TuQd<_smg-3^YNWUcC<s+4X=hO;D+VT8KPZe7N2WNbL
z67+Rma|;S!*3X@9euQdfhpaiy8j|vAIw637JRU_w2?{x1@Ygil2ba+adz$MsNf~*O
zv(|dV4kPks-t>!jSpH|BAgNBLAAw93Fpm(<-qHRT8=FbTCSe#7+2x?U*Mek2iPx>n
zqy8xLZW-6F012d0kS|6kdV|;)cq#?77h!EgW95Rbk}BAR$er}vr9rMDHILu;B3*3s
z@>W`!`#pcRLX(0Yx{ZzAEKU9>`m;;VqOb2Hy<ik?^^zA5y)~@zU#j$m{SHcX?8-||
zlTxJ?WxD*t5TkYd0=0Wo#g;Ot#+`jM;T8HrR<e;D^n83G9irqPIg^<9_}cN|HMoy_
z$ugfs*-9wO=M7=0*>Bb?h;^UsXZj3XW%;bk@(m+fl~qmI9^5Qm6*py7-ClVty;f@<
zlbiF)V_eHMyp({<820$>fuud__>}p?z1bSv?4J@-d(&M=#nPQ*i1b*>9eyanj9mv^
znctbAr{Zp_3TyaCq^nkUF0es;;Vwbu5Bk;j*%iLmS^=MP4SIp{=pd;YvgNn2sM#%Z
z9#@jvjM4T%+%>N!zM3tU&;QnzDDycWC!pn}HTAJMY4LgEExp+ke7z|N^}aZMSM%oQ
zH*MDn*npow^RGJe8*QW6s-7rk4;SAbQOBQ#(?^oR=)Pz;#C|&HS}PC<hZG|*9Wmhz
zaN{eX5Cq84{rexErTx{dp)H;y)bTi*q>i6xKd6({f4V>+xLDa4#n}EfCR<j#%a)66
z{opvK^rnaX!v5wuJ9K78D|^W2LywWO3PU{l1EdHkNtB$#Nfqb)QMPXA(4w5J^MZ>3
zVPIcxRBil^Jt3R~meN?0Um2`?7uNK?6c;c*oAfx?aFb5ggrYZnk?yUu({lFnCquKh
zez#L)8DDOfuLhg<@2s6B$ro)WZ$=H?DfS&uP4P8f#Vp%cTfBG8L8V4P4wPHzpU2xc
z^Rcu=jE-i2zL~47@P5j92mBW~Y+Ew*iH=;nYw6+RTl(4VRBB_oT<eFnnJSwMG+OU+
zeHX1ovyYH&1CNA#V;cxmNzusEx^pFsFDk8y&6V(i*{%I4GBamjr;zlwI`CSnB!m!{
z5N)V$13aGQo4rqA%v>u2R>isC(6JO-W%y$}6CHzJ6<14>uq<H{!n-WwG2aD_Lxa;;
zuZ{j~Ym)b>t98oY>E9)yyALzG(^r%C7QMSZ>2EuXr55e;s=56Nh59Q;9d&_tnzNg{
z{<mtC7xMTf(M%jF4aQuojgRojW%QFgK#jSNp)douC|coc35z(3p1UP4hqJ_)JhTl$
z;IZqUL}?C84)XC<DM@Pa9MEfgNNOS+<K3Vqn>*<Ax)du9+F~3LWw=uVgPE`o_UO<C
zSL%amb8gbT&9mt$(>dsJIo#!Z2$5&2ZQ0lB1*!teuvGEp_UImxhjpyU{ICiMn?MUZ
zonanRk81cGs6=OH)K0CRNt^TTDAe(u^lxeHt#_T^WqE&UBD>-ak~{n8@k{g@Ft(lM
zXO=d`++)ag>GV2Rnrsy1(9MpDBOpG*A3lqe*7Ou?j;7snjEMfO#6Kv$E9+f2j2U1g
zi9ejdQ+><EA;K_0H}&IN(y+~<*M>-7C5!Kj^%r72sRfoxgu6%jwfo7)q*~9%T!v4B
zcDjeJ;$j(3qpU>3FOQQ-TxLg<cg<}ConNe1RoO2>$4F6x6``){?Dp5$9jO$Z(JbKb
z{(Xl3@kcoyx;}f3IRkWLb3nM$GyM?(EO)9`P*A@4No*`xz4=zs4lC)l%++ynoO!S>
zt4?UJuYoJh8<5l;qtHbNf5Fn|kwh#BsK3REFypxlh+LtsGJPbB^OSK3(JEV*suuW>
zuuxhQYht3Oc;&~(4Y?`IjY*}0UU#}x^RYwgUK%gc-u*%wT)bOd<X=3${JK%bb(xvQ
zTQ>4y)22UT<Gd=05qcg;_Nl{+)Q#|HEUNl({vu$JSh^7%buxS|>uM_Y*_$_}`d0hO
zH1UUA7@gLO+|Z|FQTim)x>!&#T*AvaG6xf>+KO-tH&}9+rx`vMIuFxwOIK>mzzX5o
z``=SbXpz`K*5Qy+Ql37&-YR{f<8{`f5HZ4?@9*fKYEHi-YR{UiN*A5XM(>YCSkl}z
z83J9#q=C~~DPVLo!KE5Izu-@{#WWV-tz0c-#Yb9Ntl(L)8;{2=(fu)<?j{S2uY%n*
zo+Yi5u#i}tL5yJ0iIB+i6{<GdY}j)SmC4Oes>nR)c=_%Gz6KKg-QPPxg5Dg#l^FN6
zHo$V_%?phgt`OJ#IRozXQU~A`6QXkp1a(PAfvC3>n?g9dcDs`$?0aWT`!n-n>HIdK
z2Pb3aFIJ84K13smKeBxjbWX6|AY<~=2q+0pzBNVZ(=(!HD3Mgry%3T-;LbBiB(6fC
z8DFB2Lt3o>6W2Cfkwlec0vD#TBUhA<@sHihGJ1Ot<M<ekfyCcOS4KeOB{t@=clL<K
zW<_<;DNbU*<;{Hk*~iV%b9RSEzBX|+6O7|?-z7RoNnG`FO^-U<8+?q5p>#b70v_r!
ze`@{v6POWW9o@-=r2R}~;TGlcK1UCCpR4keI41RzrV)N*6OXE3njK*+W@o*t2Yq3;
z?2pAx%@3p=2%)H+t-2pa?8+IcMnO<x=it@&A1C>*+RRXHfetJdbTbEu$F8>QPHRV&
zw_L`|Z~fI-X+&}p^%kHbkki2t!raG}Io>}a_*^QfT~zBT&$SQx9{>5INAfKeCeHg5
zrK>zgq#wM!%(z9oK7A8$A{-RCOy6QygzR84mS%dkabrLCV`@r^x=E$w8!YqV_jB~q
zxuJv3IS;}zEERohjT20+k0sNuXel^+Ij;6z_HQ(QNYy*=UKh-Gxn8qjY~kXmH#hYi
zozmg(X$fjr^{@E`w^uH?kG-YuYts&qgmR!%p%$)h<;HRKLZ@HSWTQkNne%h>byUPZ
zi#JjtJ^E~+K25jMfn;<wr}*?k=y@B8-(D!gjQmcx)yqkgSUM=xS97;zP@yM=14C?J
z)ttBXYHeQ3bq^y@f4bJqX@L6NPKbEZ2%$uW@y}7?m;U0I!_Sl67kC}fc`jnBLxu5<
zi3la#aV+)x7({`StjJ!G73r1Hyc3`Gcz!kKLZ?K~A*oARpJx-`qT_-2fnyslMYeHs
z)(j9L=iO2zYW5~K0Xx)A-xo6w^W83>n*GcKHM_Ik-)qy@I*5r(`&o=NZBbKm{4UOM
zjN?)Y=d)0h#F?FNw-tEanH@AfqHSeP`u)>3))maLp&Qtui9^J0+{1+@a0*v1<+@=$
zWMBHhi!-<jYg{{yEQzPS554WTvGS3C9<!{}f`*Yh3ZpiksCu8WXOv2P#mz3yMT>~D
z^mtWQ`Z<Pfz%OA%dAs@YI*hx^1ZHNL?j^u^6q2>tY%?%nX<O8FPYd6)BIUEE@$N}_
zzF$!pVu1J@g`;!`2Rh-wClI6bR_I87s&I96|Gn$=Rx(ek(qdk!O4;fR*8Ee}?5(@G
zqI%9VGZO=gCPH<gPhw8LW!-SZ(}p&J5NXNs{+DALkIq4j6b@n6EoP-1sEmO8-gXXN
zP^!WFw1{u*`$<nFN=RJGIB7x`@8wp4qu9kKQH28PcO)ho4n4MiA6q)+%beUvw%zDl
zS&}Xbla5?MK^|81V6ARw?RC9+o;(`uSrx?2Y{G2#eNaf2^_tZIjxmE1O-h$8?n-}&
z-*=k@%*UVaX!smp$WweK7sq-TC4yqpKZjE99keFix-WN-GB?JF+AYyq)2U5dz5T|i
zL~TSBFW_N8e>U-5=w5fa(Rixdr{`_N0cFqxes7F7S`Xyr+9<5Ey^;#sL4BPQ>0q#%
zPw8wcw`egN0(&DvD_A7j(dXfcFRdj9;zik{c3;&cF4hu+^bufw#o4I|sE>HS_=Y2j
zg11onOiFV(mNnQ$h>O1mQ1_k~smo<KjG2k$V6Jp!;}{)it}rW`tf<!hwx<2kL`Hi7
zuDS*%U>!{orFSW_nvUm)Sz?jWLAs`E_Zhu0;l3iquNaS+&08Qj6)2{m^7>U_c_c{U
zmY~M*%`?s&QeN3UNF@D3$`F0qYaRf3zelKZz51I7Oh;qZ3CHBCF`^(uzA3NjJ7ff-
zcx{iw+PY8>qj)*k@b=G*!2*n+tb`;vxb?3C+GLvaS)>CG1^*jS2dR4n#i(x>tjTWb
z(e_Mo9dIG&yZds}s6abvY5ApEV8T_NFUkqmEY0Zw^9Q_U{Ei!#E*5iDd@-}~^>EU&
zaM4HW`ApCsQ`B~Sl~XBP1IZcA!#EQshS^tqH_xspOaR46W-H1WhI=c$5O=C&Iwd|{
zMlt+aRq0f5<y0f*E{^YNXF8ROM$%(P&a;xm#M7H+D+tM&$KY$G1lD^<1VmE}KDhno
z*ev(L8vkSSg~O-na~a$Rr=mx6Md9N|Tgh@FP2A2B>+2!=tdgglN^#W_QLd`yK{1z~
z^l-+(fFPA%`sZkVmzN4t-HFvxEDoBqo+9-7?Xm@evpyPk;OpmbZucoPNIORew2MSn
zUvtcG@A-C-TO|pQG#GFkt$QIyK@_Vv0Pj~Xn;*7U@0in>x=7Y|r+)oALDri`*|wFP
z1gm>K;{nt=cBry;@ZI_G#ZTw%cjsd<k2fA5g)t(b$D@ZXG#imzs7Rt{;r9kOG<~rz
zV<M@lTYX`fLlTvh)Y++IveFM$B$CdiYqgh8$Bd&>UrKueMEE59{g`6!CkAM=h^}af
z&ptrZ)la~>HVL9xYv%#*$_xPH)YJi#`~DFs&u>85eg#K$LS4wrE5W5HwIa3J%5gsH
zJ>UzMy$F-rb?<t~QQEU=7G6Z(ZKsN7qIU1iY<0;8aYx!uzrkveeZ4Vm#bf<<$Q5ZK
zDgXwYj;f3Vbs;@d+s}^#_EqH{gr88JnV7$a%sJ8{8Tp(|XnB+UZnDFET<>aGuSDj!
z;1dCf<x!r2ar7O`)|Ba&9Y@C!<Z)ZDtu1nGGiW&{r~2j*nsk{GdOU}595)3uW}5|;
z_amt%m9>|8Z9G>z)tLF5>M4-ZOb}}PHIsKNDK|Uvs`G^C;#j6T=CUVT;^oqDj5_6>
zyl~1_{U{aCe$)St_Dcs%Bjx@=EJs9t6ElJwalvu<k$X%=BM(!-!?JVM<5QSI{o9?N
zWhV?=*?FC*!c=cF;J2z4HT>`)T}7%7wUw^*q%vyv6bcgc)WzuwWiR>^E_(DN#)A9k
zTj`+ZBI0wCN%u%A42p|#o3Hm_>Gm|uuNUxrk56a?8ce2tQu+Nl;P<=Pe73nhA!_pc
zx8z`?Wbu=(ZW~Ohu#C=B07}>D>l}Tq!&m?uKR&=gk#66U3Wrp^XJt|LelPnO*Y5iR
zXeMydAG`#+RrRmt{oe)wkTsW((F=wRhg$lUJvEN3I8ir~Vn#!E+%Pr6AF*#Sv9AbB
zX1ccxqZRMH_|Tri*m<0nsQz#*ZRTO5@B0j*w*}!461iQN`PKEF({Af)btT)@wi~I1
zWrAST?{EU1KG{-RynGl)z2Q?*4rjASnW7G++%xvv{*0YUZS*(+=>3|6L7;+aW7D>(
zcLiST3v-SwXq|4i0xx&zueTLCgi`sfJ_Hx5ng%22*Y&qH(&t)34Ry9mUk+Ss+{UWd
z$Inc5MeJRAWH`Z4JG>FgT_aCmb`~efWv+8)KdgxkQ-o`|SPaUd<nYfFLli}hJ|Bn&
zZ3Ev8<IAd+R6BSspI|qYliCB9(C08UNqoZSl?Ch5$JWk|O`9Ml!q#$g9(46`=_0=w
zO$s<S5zvNHd3OjLSMGXO`h|A&KEJU0A9V$OImcl`YD6nGs(V||+}VwZ&h?3L4A*?`
z(Xs3otZ&iI)}KrwuSU_5@w<GtLMtH7#jJ!ETw)QBu+!gGtMG3lkKyBZjJokA<%b5L
zQT*Kz*(4@>g)nN%oF<XzV`kjl<G$%QS{nwyrp-=2|8}Qn^4j;vTDYkq!@=eB%4U*(
zGrPgs_~-oa!5iP>VaYd>cfD@u<4|$W0L73+!v#JQlLm(<2=k`7Osen=_XiW&>n7L&
zrLk9rnD*3SrS+5VPMbsZuOk}Jpk1U4`T9ciKFUOMSVqpH@}EoKe2Hb(98PGDRsDy`
z;il)4w+Tx-1-N!T2S4G84WpMW^}8Mksqet)zmvo-z`#->tI}SNJi{kBi;&2vj^wu1
zYS1z4c=@S=R9D{h*R+<Q!n7!;LO3Fkj_q)FnJzk8Ub)A=O?iUX<EtHdVZi)7dCh>p
zB%ZHvN@=Ptbs!e|Ee8XV>H0dLXFP<x=}+P8Y@)Maozt$fCwUI&*BvryTD~b$gP+Gr
zpEvN$X1?uXvm8yWBLC)bvLQ3gCR*~?WF>0Dh_N5Sj8ZEq^U57~nDi$^i|dvd&x^c%
z(!=B9kS%ws{}2pl<EwF!#-)ODCKIHKFpqIvqlSt?t5VK0zY^P4#!Ga&kWv6oyH1!j
z9RX;TbK6!=@w*T#2*;hS^&AFvk*`1k{j*|5WeKn`3R@j_ZQ>%3Z!l^ae#+((Qn(gF
zDL84+Uh7?t{UOpu=-c#dNlcx<N|w(kh<EZBj!zPs&4Q$S-V$6XMx!6e;0A70Fg40g
z<_ctc9lrYZM-oXS+kNuJmAPvA%*h)+2`(!HKr42cx3cYJ>`C3;DUeFY_^*}+Kbk2-
zh_s3CPfnMSd=hUJ+z8YC7^KxOY#>#oWF4ujq?T3qj-~?*3bW2i-SJ$58e)CP$hZP`
zm<R}WcbOk(V*Zf>`RfB(?Q{96ZWh+O(RXwhg@T{V`NmNA9;<A9)aE2AyvL~I6?{y;
z_(TdnkTvjrIO;NDB+=(^B^f#*#BFi<yubkeZF*>`n=j!lixW)zYR+p|SdeAC8ET(x
zZS!*Y_P}Ry!RF;)x@(*UMGc>~+}`FJJoBJ?*xD(wj4x24{qYMB0zRvzhPv*}5Zl}y
z+}+yqJifiVS-k7y^9E3eUt2dIlJ=-l1zG{V&3#(mb5pG4T%5f;l)G+;-xUnmJ4HTY
zm?RwNiOi4hw};_s6jck|E>z;Z)G+bo^dN>bUU!&{3OxHoCQ&yL%X4$x9~Yu$>?h*9
zJHtqIHR04YV^ae;wq$(n#fd%dY30=arNQlhW@F$zAwZ=m080eQJOFQYLZEY+--4N(
z3~0hC6~q9VaR0m2Fb;qrG5l_JO(>HS-1n-c0vDnH5b?TpD<_I!7&J}Fu4r;XAfx_p
zc;I&@x)DPyD)0-up{6bVh|8d6M|;3)8X5m<o#;eGa%WJ%!T>jjrOO`Z)ebu$zC2yy
z*^)Qg8p}l{H?IdCPQa2<&vE_E+Z|d_NjrY|-JWEd0-LGGBW=m->ot~Dr=y?4z5>yd
zf~6R$p7UVc?JEQ-a>k)fy4GM_QESPJSJ#~b(1PHcYz+4M7(eXnI0MgL{{sKKSHqV8
z?wwH%?2bd9s0)8q4ok@BaSC_aFE?$E6l*^3gtUQe0=2|ZghntBa}=hTSO>!<0N6`W
z1SeJDJa2FvwA}%OJ`7A!F07l&Gj=HMlMQeaf*5(MC-c}GF14Bhyo;SgBaNGW4*Vt_
zA0VO%1ygptetr)Cn2F#i4QX?LSJ@7jJRZdS7{C<a$l;&~)^!bDU5V3QKfhyWq&oui
zw%b0l5&EU^r_iEIqbNr6>1PP)LLtzp;{p)cB2B`_vlb9d+JU7S?Z(gt%EdD{VmWP<
z?PK<+3c3&ag@oFBUZ!H;=oR3Gu{j60^KBR`neltBJcF=)aB<Q;w=--wZ_?y=V;T%p
zj)1?M-~}v{;-)UZFdnM@K_mq9I&oj~l-FM==FTLy!M#`r*l%U<WlPwboVSs#z@8E2
z$MG6oHENd3`Nen*HHATslgomEY?Yzw?8%_ZcvqS4SrNC(&X03jA<xsTm73<6O|KJR
z`(~|X_kB=cIbIe=ORE-q6>S|6gtAw^_mEw_pSEE_g29^*$8!a2-*LQEKkL{oj#sO6
zKDkJ_)%(_%Jojk18eq>|o4m6dV5f@bxY}HNSMF}exF`Xu8x9fwJuUmxTz`18iUjuN
zXr*%*{AXh8(d$=%j-GS`5qz*;$L=g}A8P{=w27_s?-6fdSRNt9D(H^5LUG5*is`)D
z<*F$hY{!LI3w)(~^ddyCYV+>cfcmW(sxhBYE31Jtt)$T(JmiRfz1G}F3N7ele|~6*
zRP?XQ14%^poZY*MM`qDSVI!oYn8G95ANk^h>T@?_3y~q#6D+~#6QMH?G{R=quUB%7
zMJb^OLA~&g(0qpSAd??KX&2q<7{3SI9K!~Cs}SwSvL<!%7hCO6Elk^lvRW*Y0$B;<
zFf~_jj-JIZFPW`!UK@x>2D3pb=ML9LkQGDFy6<=f(#5~Khd!pf7wY4BXQ=PjbR8j_
zc7<a^G2_OiYois6Q4Kf=B4$TG=okh>@74OazzEe;iu9qS7_V7JI5&uk(Z2)Gdt~B^
z&U^P00B#xzC@xbxQ5cD3K6^Gi#wGZuLD!3ylQm|~$W}*cl1MlWiO|0GpNX%tK$*#)
zIzi8>U|7*S@o+Cgr|eWvEgsIj?FT{Fy^F{=LUdg><|xrEUt<vNLDb@9vM&a#+5iMU
zy%rchtJZeBFO7KJB?#48V-qAdv3M<?#~%u5Y(K|YYCx7n!IF4V56A(la%>(Zx5ugN
zUnI^7&3F!`8ushi^F0>Lrr!}PQa4`=+P76&qq6@*;<q|)3+C7i`VC;&au7n%;l2=u
zMZ6_SSZ^Rp&Md=&?%yJ2b6BXn2SO~keA!>MW!W?C6BCxG6+pqSF$JJ27U=d)Z;B?T
zVwQJlZx6$!t9{d=UuuiQy*52>`ySrP8Y)2Mp_U~kOhJGV*65@c)WBU9vaD*8O<MY8
z&JSCb!6C#wg&V3;n7*6;;j}sU6aMgX6*wg04p!@Cx|4^fLEJtk)Q%na^0L+wo3ktH
zsV1??(VN^ks)gy$T*!;e&Xch^r%eao9MLIVRC)752r1VZt4URh3HEE)@78JQ3Zt)&
z?if6c<_>$viUE0IUyU{|LlX<x`~I{K)gL`2$|mN%TQ=b?gPab`VaYphwQuMMO<^H~
zWbH4wgMVFvfTo2t4{e{eMlWWcq|HESIhh&R;RladpX&vs9_D#hYEUa#2J_k_3|;mx
z#sy3GT*|dWW&(c*T$7!@s7!&)b>6?_`PYl!kN?+O5g?%GFD!H_Nb>Ykv$Dy9Si~r2
z5%S!RunKpoc^nzVq-9L&^CveD{y_TdN@qoP;U6TQh7_O0W1FNbFPXq!FR91)QcDai
zO#Z~F2rQ2?WdqZD8H0s9;@$Cg;)8*xh(7!6Skjlq%phrbW@mk$zK8oN*2mxJISh0b
z&gE%Lh9uT^+#h3-3}Mm^cnCVrmV24veK-I9#kiq;Y(z7lo#$Thu*h!lv@g)Lx50q6
ztQ=Ug$U(T&URMOh_bL^De;{%f?@LqSJD{H=Wq}?tv_J6ItyneK0Ldm1>^Ig$hK!M*
z;#Lc_c6l5X1SWI<XoQqSVrv(0eej!pChdqOvJ_*fZ-cJrMMn$weam$tNOrn=UrhXT
z)kWS`heFqB|FuKW?<~irDI=%HLcqdf_4Aiu%)}M4j#ukESaVU!#GZzcEQfL6k+NeW
zT{pk?4mqSb-q!G|w^-!c9%`U2!!CCBPckX&CdJZoheV`pc?0sGIRUb|u0c5WhSGSU
zB1xk%T`D($DFZ$-E_v)5z~dRE#O^CVhwz_L?*MV%=}^EFsXMo;X)+p(*elFFb(QXc
zH8fe`HP((k-{?2m_WbVBpX_sp+=et3wMu!6ObLkEpOW9K^oH1IC>!$~PM($d-LO+6
z^-ZIAJf=NYUlFB0L(tyc-4Mk_CK3yk7Nd1HGL5H;vp7eBz-p-imcc&A_#JATxO@3%
z4XYZNlxf;K#fc?jRoTEv35bzK-5teZpXAlg;gv_2kVQY>z)C)<G+`u&eK`O7YVl5@
zx)T966dmr{bFHvRsjUDxWwbdD)FM!@!0TdhH(t4GIT^eoT15%>idp6xmRFhh{k(Sc
zrL3&%^~(+=oLn|BG}E-UJDfIdW*Z9<%=?m{r`+22px&}9bqVg~XV_7QzcJ;zSDHlc
z#;vq@rJB@NqoZK4PRWZux1?N{HEdG_i-sY1Vg*OH2PNGjSp>Oohro$JAm!6Df6C)h
zqV@SlSx?sP4bvY7)~<!`6A!a^<asb-jPqW~8oo7be4P=`E0%WD=orV3@KwM%brbJ>
zTx;H+2JmN2{8vNS2}3Xsh;II5p0nCJi&;-)y}>%Vnm3yeW~UU6lQtC4#?quEwiS4&
zeJ>$DcIGp7A39sEv5J7V@~FeypMD~Xf>*Dpi{39JA87o=VnjoR<`Z@+a&xfzO#VGQ
zjOE;DJaf_^WeFGZbIZfTR+x(Q?bTje^i<ze%5s0*m)p#&R4Xp68K<Z=DZf<9spmOD
zf>BRnijBHZz1ZqOx=lN|RVIFv3OQ7>rElh!%CAaJ<6>}!Hh*zeT0o*egr#YNiBwe-
z?-enMoya@a{$}yL^T=0^2{zK(B{a!bmHdkQT`cQE<L|z`9)8YdS5<3uP3nO|0}R2w
zrS|>SmAo8{>pQL;K_?4%iiSu|KVn|pWZs{y-I3xI2Ly&3Dl8NHg+_(Ts-Cynn~zWQ
z=ZEtgRT@_-QBBgzgch;il%$p@UI3Fud~C_ijL^m+9Lej$t?fwr*bUG^GdxR`W*LlM
zvlA>Nsx_uEid8LDFsXt?lH1&IkS{~?lQ+|m4q!Y!dKTfS7HJPm5<8h+`^+~A>JuZI
z^0jz1QdI%gN(}3mE6;iBRZxLyDwjO6`g-zx_Rgl1P?Xc6s$o^9yQ&`z@@!>%$;LI@
z77gDU?X|_IjwCz$^L~i4!v;nrhL5xqsflYi$1ldp)1l@)3O>-He*B<k*KzUW9zSNh
z6hzH2Lw7z`FQ^S`^-*H2b0*lonFz(#PT9F>)b$*mewlp7FM<R^vKJ&P$V>7ZTb|9}
z{C3QGkVP+e^!qdCq5HijK1sjxf{t<Gi<y%2Nc*f68+o+PrS+JykypiT<FGPwa8<KE
zb4>~Q-CnbnRZ)MKad-v4s{HE+{`rBO1hK1nWKsV`AT(e2u}lmxo+4yTQ@ANFGsrt+
z>)oN0f$?c)lAiT;q)K-m?alNdlYG15pYk1pH-bPHNGc-~^&pA-mu#)75TW)x`d@5M
zjLv#VY1b);bZE{Z#s%bhR5sY2<m*_T%RC!5eoaa;#H5@4mB)L#))>91#=2=V%Cl_=
zLa3`owlxC;rg%6aTOYTSLn1iJTk#Nsf;j@ni{3QDnhrXXzdl4WZ|sgHf0W<5<4dk}
z7?{m(qg&keQJkyx{m59K5%Z+8I<x3jYB=%6X~ggK<WOE+u@#RE0Pn=I3mL4Z?RhzM
ziHL;#KeoOyEXuU~TN<Q6rMo2t5Ky|54hiXylI|M1yE`NWq(P7p0qImqkWygi5E#;d
z6?w05pMBna{<|OcgL`-gGxv3$*LnWx>;?A#SKWp#r85Q;x7#?NG6qwJ_H7kiZyW*V
zXZt6!1@AS#+PO}22j4KH;X81jg8@n?G{O-dBsrvaqsM`lIb;?K#gg~v^Hx0ObglM0
zr6ZVt66ggUQmjyGep3DZ`dryZqB!pd$x-EuJKoW|!0W34Z(XnbJIy10cgr$s+0PQo
z@YV}qeNjW)m_YNk_Q<TjiLCT$frw(1nQi$t;NOh}#6lngD(6u7b&jwD>~~lk4aWFK
zyCG;;uNMX$$tjRC#UxLh+;atacUT?K(*D-RiOH{2O={~!1?||k`NG^~Yu{}{$9vf6
zlg@r>)EzuMfo7O;93nIB&MGuVE5chA0ykqh>!QnTV~Vxy3$u{jmTRck#Blt@Bgqw=
zNstRb+KD~z7*;;LuM@C1ghn?}^9urX>8Wr4NPS!ZY#3sN=zVuwa{@YfA>S`P62~6>
z4_|;>RF5iFv*v)I)7vZINO@jAgE&foCNJ;$O{Q;zlFuFI192_!F6D(me2At|T=b1_
zBg;8v8Gpp^LzmA1ET(N{Tp`<on%YO(&C`C7(p?>ao7d%hu}B0smY<GkKyy%XRr9a_
z782#1bEbjtiA>3wSr=!dN$0PN5gU!xN_xcLPfcVy>gj~%ji_fY6rvv=XkI-Yh=dT6
z-2B<e|NRx%i@ddt8PD?SLvicKTU;8(#Db`<>^-lIa$9KGX_@P88hlU6I$avi6V$DP
z0hJTFLV>zRuO<V>G5I9lA2nptQ2rhcq{fJzOR0y7(tMRASAI&`+xNU6ylFHeQr-vK
z8>-cl2*WLPe_GI@D1p}PkizRQ|0dH@BFbLTj4X@;a%cR!a8pi<W8bYW%d~Xi)8O0{
zVtTTb*R<K|j~Dtct-9$^v$j=KE+91uwc+!Pm?eam=dM8$Ekus0UmxncwUFv7g3u9s
zJ<7=7B{A15FYA90zn$;F5}>@Fxo$||(g(*N`>BG>$1&h#$clV#yGP@1Ewg6pZCwwx
zaBv5#z*T!hQ!{=z<cFZ(oCG`}iG-ZdMC8=wj5^-ct`3}CYriyE7mt33e-+PH*+ptU
zJJI4$PTSVHdEV4?U|08YJJK1wYe}mFH$LXF3!I76i?|z#NVBWL*Jz3yrY0S^U8f!9
zMUUx{34hM<otbFdc>iKE5)F^H8=qtyxOFMFvioqwk~_oMmg+oK*L`B~)r45zSNCt;
zWx`~x*urvoVb<x%+b@Af!E->C*6J(iZqtVAbG?`b>K~MW#}%rFoF*|Hvl`*wB>y|9
z{q=l9+8KgjxN&~jgel|f-_#Ael#|lcq6*kd&cx52M7MbirboGzO;HR~`=(1T2>1y3
zqhO>Vt7Fk1whfVbZ=Qfmc2jr@x|hf;cC$JZ+4d(im{>To1eY7TEYj4kXdRQc#Hh)`
zwBOHaICQ|@K3BtjV8VT7vEZk;z}FAAs`avuc>Ce)*Ze@HNRk*-znyoR)035FiNq{+
zkL<0aR>6v00%TWM-F^b%?H(TIey+m&=<uHc{rv8eTSr0wYcTvSUhoC})y&`lu}vjx
zEH@^x-q%V-s-5$y+{0iu_cn*tI}i0Ut<4@RV$Hf9#m$npsZnIS@i!EYShxdp+Ib=&
zP-djdL5DT^E7?D1TFR(y5P`mq`n;ve>KOHk5tC=fXBrCygNc0C<2H=6_=kq>V}o{P
zR}Y0*CT>lNj&$phNQnO9JR#&bFoTVPUXO{VRjf)|N)`egW~vJl!47n^MwfKlBl<9X
zn?kCT_TZ^5=Z1@xF>WuyYHR<pz|_E(K&;cD(dW&SvNDQc48jR`BD%5E>}`O_$(6<0
zelL6OuYr3nxElmh5V5M|kwZ4aN!6lBJF5FUFDVU@g7Hlal5*^4uuwddchkeEH>7Qi
z+Bwk@D`{`nV={YU?7XF(iCSey7$R%&9eA02A`q<j(!o=}Vi3>SlbQZM@9ba41o;B*
zh2Nqz#RQj+_{^);;+5h*cImkT2m(^t5T$IrOcoS8VeRlDI+CpMik3?Gyr+(nEzu&3
zR9)COQOHvlA|xe+sxPA#THqfoAVU$NW)zy&G&*9@O~^=4b^s$Vg5d0xZI{y0n$F9W
zFV-fm#YkS6EtPn)w&3D!zkbJ^<ZT2AKYYnkJ8~h%Em<v`@c)0cH|E6I51mcOAG}cc
zDX|2?yZeSym~<Vm{97_^qfm9#Xt(y|bA$zZXyNnp-lxfI1Doh#Bxj!t$QKYSrj08J
z?*g;uBP8sUGDPNKgrC@$Y;kqAdy$Fp{C6$*|33&hkI@h(gKz9{W>4%EH;z>}V;I?P
zVtNW&zD7qlhq|wAdSzaF@^qfOqhQr3qSSTlg(>bkBoI0V9L4D;kDUHIyS0yRNply+
z-O5~jO@VnuG|m{W#cRZnKFL}t(ShwTIzwP$M1MTpf*8Oeyriy4u5O0KT}j+rdzpPn
zFEbl?wK-SPs0mx7$&6G#b0ib-=IHWOY7n0I&zV5}zSS70NT?Lto8}#vhu_{u0ZgXu
z-rQzf1zrdUgyRW(>AgG6;sDGY8G>sDa?dg7llQVI+a61@(53R+7uWXLsZaLM*y{}o
zj5T?g8K;g`-ZuK0mZzZ%i<D9R7|{rFe+FBS2*&?>ImkbpORoad<Td~Xaml-+rY|SS
znmdVosh8-BR}>4=VX?loKLtt?(vt+PN)<Xvwekfv8-~b=H$jsN;2&9Z&5-zHdHOVY
z1%t;0CnM`mf|D~*;->NLq!QMjU@OYP%Wc<)wsS?jow7wd?Z`zuY(Cn@6%L%rX8#Dp
zj@!D6DM&_!=atFjM-kxQ*wNmEOY_B;^2>oH@0;&m?^%1l{73x*KU5igQgBLoii5&G
zomR=D%CDDAJma+Fw2HRa!*CH+WOQEn19V4nNsxRI&-;6W)7F(q5`T<~9?h>Sb34~9
z@&9A$*ABiF3E|o^hoSm1VqrpdT)5!63ZHlUHi(tf9}j8e`A;`76lmWtn_e*;^x*c4
zp;Xppv;UljKT&uj@VjOZq2M^+n4<H$hD*4X;e4KTE`@0XtYJHackYpp(YZol43<xc
z8R-~5-F^p}#&EFOv0v<8?rrdJhGnJNt1*eo;(7}QVPV*1C8?PbxtZmz(5Yu5ej6$B
zGW8~%GTY<%7UDXXnykiphBU~S5CO-3ekk$~5r*I)H9S)|BGe>m9GioOh995rxwJg9
zx*SjVj{oi1$muGGaoWW|iC9F#Y6%@xSE<dP=e>d$726@aF5F$@(J+UCEVe!V?Ox?P
zUy?(mI6B(qS~85t2Sn!{v?u+oHdC*JmiE{S=Kpz7p)kEMU<eMxu?;4^PDPV3&8Uk_
zyj_ndi+U|qC2z<NEvA`XA54g=YZUd^AzGqWcbpQs`rc&w`TH?Ox5_^rdx!`leIJ>a
z*Q-<M9T#YT26X^|I%FDWYTu)Xs#l$Y;c-s1|87?JT83Js+i_pomsVI@vg_~3pn?IF
zWZ6y=)u5L``eQJiOm1>hxNxYLXtY8Bo)LQq%^rJUvKKZ-7#3sy`q;)uS|7mGXJ~$x
zKx7g9pBKiBSm9hNds2|WL*-2GOl`OI_LN3UA7_5Lh?3T8uMswJv)=HwS>i~DU6!=g
z?gyxU58MhgmL;+OIxC0YGNd^_{3hz_pVAQ5@<^somW^2@MvTBiIwK`=l4_P<bChky
zpUtyWUa1v1xSTu|@+T%C_+3Z^A4~P>pao-_;8+d_(hu9hqK4O{o-@H&K0d2!TI`+2
zU{uYSwzB|m@<44Ok}&c4*Oy<8o)FwN;L|AWzM8gBOjD=qe1<D*qkP4Vmevo`pxvC-
zim{lN3BXjNqNI!s%by9so{Hh~&k=Ti0oRcyzV|PO7&M=>qJTA}Ypu#yo(E;D;{C`i
zOmTHgo()Ck{_Y5oQU(u+-Jp$PNUTDfx^F2oy?)@Hh_1uwvEq8>r<Qw~$m+WUmZT>y
zdj4m$yGx%;K%i-i7S{jlwb(St*ZZ>1m7|#u9CO7N*c_jg+M0Me?6N|771LN3)^US#
z{^ybX`G+Dd)SXny;P8|t0(^d@73Nxg83j2=f7yiQ>k!4=52bWI8!0=-5#npGk%FuN
zYOU8QI6!;>`Sh><mKwI$Pk3K3kjaMBCQf3M5t5h(Gcw(o-U%q3I^_*kRI~*bLOZ?d
zZUVeo96>+&ME^R)-_M^|<gZ6}t0z7=b29VRms@n@sjji;El_M>qE!PLEQn*O{Co2E
z^l*--EVmOFF=V?aPkgF#me?ly-#(Nuy1-;~Vr7`fv?$J#ek~fIPvvzU25a!W;3P4z
zE?$?#28$s%Uta&64)QLQe398m2<n$&WHa~|{QvthC{n{-J$?duDi^bHl1}{Vgr+S%
zJ_qR)Qerkj2^kNClL~d3H6>1FQ^#tfcD4h%F70jlCYW+;<ofS6fs!ehNF9UU74w&6
zlMHrGRCgqHhFXN=xwa_;t&<45xQW)2FS%zO7cC+Ti!f2_-#}Lsrb%klopfr(GgS`_
z1=ozYtYm%<UFeiWS!<Qb6_>4#e~-A(B{d~cng4Q!&+?wa!|s3i7>U^NbdnO3T^@&D
zh4-9tZ<uFv<aS&uVR2`o9^#0{ACr2O6)1d5u_ZE6vJ$HE8k<z9x`Lzsq%kbeiF&aO
z@i9qKvC2@XY4K4tS!rj}q;VOn?&}&c96aBU$!&|blmL&tO=jGXCZz7)Ug%s|DYV2L
zus?}|CM(&WeO6jgd4)x?dcTSrQM#@M*tIiovF{u|*$$3+ge&}7_2r8s$Sw1KR_+;M
z6g*Q(N=j5*GG4u&3Je+Vut_YdVHw(}vr&g!{}hBm$-^p|Gr8j)CM8duP2$DBqZbMh
zd_avVILyXSA0lz$L(H!FE?mf}Us#hCdY;<d_5@v04g%LASP8|zT`SlDBq{OB|FFIP
z=UlK5OC>$NNjHgcs)QP_20YuGNl}Y6QI@dXlL{|oXpRElt*Hno-KUj9uM)xDBeuxj
z&1n1^KrIfr{YznpmkJ<4M!ndulXty&#!YK7c}edf?c*c8t$ePyM$}$F0Ig7_6z4m?
zjV9@nUi>gM(zLzwOl6eeoM8|-q3*nGy3WIA>;nd5^BuZBOLGMt3XY=;j^i5TSFLJn
zOT1@iBt_JWgvF}w_LA8c3%xj)?(~%KpD0Y^i#}8-ln@7ZHoNfeJNtj9<`6e*h4KuE
zDglP{NXlg9q(^ZN$lD&%sqSm3QPS?dh5GMKmB=SoJ3z^$1`rtEG9##gw9jiE%pjwl
zb5{TRKK*{VCI_*_&L(AxgKmCJ!7)13++QwkMSliV@>SmSG@Vty47-eXDRtm6aXJ2G
zU-iYE*H(68w5H+Vzn_Iv0<i){6FP60-{`gnwiD(r0dfU{K~8LEN7L}txo)~m##yFM
ztBmKK1f$XGl)fh$BW633#Z@hu5f4{9v>qWQW!J}C%J#BF|Jm>9p@GLbBV|$LPBOR3
z<jWnFu~R<n`b;eVLBHGDpP@c1eeJqFI3T{J&sQM^o&D0`bNXs13vj<#4!_69|EU~c
zTEYQG_3Gk)O2l*Tj;Dl&$Zq1vqD;Y=^yZXtyhW+$C=|nFH)dLpV?B9XF+1Tit<Q{x
z;l=_S<Ie9ZK7^8~2t^df62~qd6E=>b$exy2q?6M-GmjB?eBTs;DKnb>+W*(jOV{d>
zj9IwV%y5d?SZ&MgA(|ln9X+Ui?!OhqK<uI{nQ3vsTO8u)J&J48wiK5$84Yn~W-`Z`
za=E@6;@~BAT}>BX^He+2AIB%e6@D?EM{)7heM0Z>Kd0({-h>K5RPwH~{W*xQznP!G
znb5BHj&mu)+BBh}#TjbxzDAOWt?_QqPIMI(VQJIo@Mqzea?8G~JNQF?-P2%pO5i0+
z*$NgYit4^ctZU$(&L=fIhB^TuvdRk+T4hr!z@!-2)@!oS$bRH%PA=gOt(m(g8Mht9
zdvr~7?-M7qQr~FjGfBL=3<9yJEPLZPR!H1OX0v|yt?wbOtIWSX7ebWX?46=y%zI_q
zN?92u_XDS=t)F4hJoB+r{s}(L_k{;eo{x>ApM^jLSU%~<KX~yG`vO5ye2gS*{`WW+
zIbqwtP-#V{?g~#X-FY>pXw6Jma#x|9)+ZUUnxRX+#_twlDh4l++!HH>ZGt{7&AE^4
zDerHx*)Bd9^O$H2+Z4xr)4g4rH|@2`Pm;AYU4?ge21Hv;(z*V%d0GW~tH)M*GnHl_
z>n`v0Yk~hiHd&#imr<_xms{!Nl#LFj!Ejy0x>heS2zg&WBSi5b18WGRCSyN6JG%eX
z;{SGPQn$X5$oxnT<PaCQ=YJ-fb5gclWptjNDKQqzYLx_5u<y)P>w=d?cE+A#Zk64W
z*FQ(dF&Ezyz389SP%58jQb!&LZk=XOa$aso(P=AC=c|b@8V^KcFeage(&ZC5^KK~C
ztL*oLC02^u*D{{IUxK_`LVw>9lbF~F3ZFeho@W!FGyXhYWrXFQ@ULP)tYS%JNDkB8
zX`}hq>`ZMjZ?mZvP)FiZ-Mh3qerxH9eWc<5U}eWHL5i+YOrA}<kP+!9YLdt=Z$4~}
z>yGjJtixCex*Sf&87x?!=W7$|#tWxIi8NFM9A8_32rB}h47^A=2Qp5Q)35cLB=Reg
z8o=JURz@2>c5^d5+R|iO7hj>ys4lEsGV=2$`<N@pc|QZ_MG{C87K9f0xxeP_TN_@O
zJ+pZ)_@m?9w)3;L<qnCK3!jlbN6$fa!uP(LtrrDWf5fyZS>E|kW7z6672uX>ZKbN~
zcW~Zbr+F=xHFFb5M7trx5QV2TX-z-6s_bd_D{0!))3LM+t@;}dDQoz0rytpheEMge
zP5AmH05oML|K(~A#0JtCp0lGB$>)err{NAAkwN)9w9Z7g7D1U0VT3dqV9mEu9lFFO
zsnT}1>2`9U0yZJ@H9xDwRm0yJ6~^GFk<7`&8`$PJFT%x9bDu&`!rS(UdzCAEZF5^H
zm1$1idRF#n?AIpV`-o$<wI7i+6?D?sG5K&R*Bs#nD9R|Hui-Gc0N@fJ<-gNoyY;CD
zo}`&gmny>E7G687hM57+b%|UAI4X5e9I$zf0I5-lvz7l{r>aR&I}9OUJ=L1%dysh#
z>nBzJ*x7Gi_m0)+^V3+AC&#3Ph{po=zJiPerG{`2ha!yJRmL*bn1j?Y^Z}MH_Y(m!
zZ2<uoMIeOY=olt7Z*&EC8ZJIQzM|98<HEqJT^E4b4-6&&WldY}2gmWIz1GECzb>%J
z;qm(CXE#+;rqV1E%F96s&Q^Gx?PM)8)M8MVd7!kREc{rROaF94{Bul-D^fSr_s0?0
zg}Q3AUkkt=21A;e{mSBW+z-w>vO5Bmhf1BN1qIs_^p&P%rwm~!hxa>meohBfa?+5S
zc(5%$fyS41jhBZ^4#bf~A(tG}nrcqcJp4bE1zaB}C_etX+Vh<#>fAd4J5D>U)3C|?
z;Vcb25i>i4Oe-uZDp~f5)v<`JN_975jj2{_Z?a`?&<nH!P75C$7-j)vy%7PTg9j%6
zGk`v&K*fH6<87d@PKl6xlvYSX&TJ|}XR=n4Cp%dl$wLCKQm=UAKf{!6Z-aSR%@S|&
zqQd~nAV|B<wN!&=dXlZF&Rcz=BaftVdy!lrBrSjdnT^q*%(GRm770P}ZI8ac>05g+
z^eeFx#PM&hHH(-dr$oJcA}ElF^>Md;)$CwiM&_WrsIv|={kcX418G$}C)-bu7bUNe
zw5v*`pd3*do~aX<4Q&vqEjfd`H(>h}HE)rPvhUC1p+2NkRNd9z%)Sq#CAVzu>g=`{
zx=-lp_GKv*WM%%GgD!u7M?jiJgo>)qWOc*Fb=@W&am)FTOQx4V0*~W3&-I>_&6ynL
z>OR(g7pT0lA=xKQ89>@8KviBpZH&VaHR(O2__@VK))u<3S7G`g@R&x)p#8!2W5U6C
z4?rQB0SiQo<JHjL@TouVgg2~A!D<7&DM)QhZ@1A5SWpog$>tb?9|^&a7;txZ_EONF
zAwdnR_~EOin8_phlSiexspXG+8LigJxG6rmd=jDCoTj-uO<<V>8FPWxBQKkx*Vr~i
z>Y<dy@w}N*tTWFG*GSg*or+~QDhX`Y`0a|jMxRAxg|4NOT1R{ZqN_fTeq;N}+}y7O
zDIfYAr#7S6mz989E&M^)&63{euC3}re^^0-%nz_q6qo#LwWr(i_tP;ZMw}MjP-iIL
zd9Zv;wA8stk!Zso2oy=UKuPFFd~bQ(VK?N}=pU55xbq;--*|(8AIQLXy$?^WF^-o*
zJ0fiA0b|NHJ^>=h?tP2Cj|RC-t|3Lv$`4y9S1*JvgK$#84v^v2fcNACQ0rcLLD%ON
z?c9N*s&85bE_F7A0I}3+eBm=}LiXcBdR8IVN>ygvhR?_!^&=MH1>RkiNg{g{j~2SB
zV2%7gT2uXmEC%CUfNoLl8+Hz8vnSby5Oo`Y4CTogcrFQCJGU!440GO8Y%J<V{@Ok_
zY-jy}{*z%N<xG9L<0f4`SEO`=tuBoJm;0!$UwT^o-LST9R`swl__5R4wKce&1^%f8
zlW7C*dGCCK1(kHqPgD1G`Gou0*-}9kFqyq$3~?fv4@^83ch`2HI~hcmI}y{DtK}-~
zOq<hW8TBod<z5yR5p;XX^;}yE>v2VYQnD4?sMtpAcRR4n(FJ5gX%I{aQf%rFv^@?W
zs##>DGim0OC2Qt5;%yq>17t3*)oA*oXlklTxb>p)L2vJ-yVKp4#*SP(b2y@LQ^zo3
z{Wj+Z0AyCB;+yKsif#u|A<-Fwq;6pHB?e(*Vep&@e^#}RCx=#^10dx}w~<eE@NHR2
z%YZTkNMH_%D!lo*?fOh~<#u_#mw`T-jE<)mP>wd>#6O$wWl0J=eYp}olEx-)m3$D<
zXriO(%<JHzjZ5h26EO1f`KNW$v{Uc^pLZj(zvW~!Moy={262D;5)qOMl$O2;{VlaT
z?WumOvNBg^AdW@Ye^0B>ZblsQtN;k6vgf|=S53tj=77g#=o2esHnIP(owZ*S=NoC~
zoo}g4CuLcwkx~4JN%a`_r)=EiDk61z>&Fq^q@0*jwgV6ev21gCt0V|9<v)h1H<3&(
zun01th0(kS2k`iuUNVKjaB=ta5L~i%WX>Kch%l||?}UYqrWHi<um|oDO=Kz(K9d0T
zFF%t*P56J`LWOz8XqNtwv8_{?$>&8f;bP#gg-<8DK?myH5E=5=bfm5TMtCVyTNP7t
zdDM#gAd{Ob>AG?t2^6xf-PbPg;;4IA!kmtO0Cg?yhpXB8wW_C>ayjVVS3U&IgUsqa
zT_CpndI14Di+F9POKr-oOmEIjRn^of#3q4T+{7d9M)KxVGQp_v15j$f8ir`&{DHeB
z=(*d2GN48k0Xg3HKgAYk*c8rQBbBXd7lh$>zb<yBnABbs0MmsT2tIMphN!-wyZ{PH
z0;FaP3NGz+tf5RpCyGciF8^H!9cmf2MFmn3*AN}(2s9EfNYJHn+s&^(&<vrge5>w-
ze;DNzS)E&Dk~c|grfW4W44i?uG`jX}=+V2?P~2DLA&l-h*oIyp$b^SQ7?l5f=)v<O
zT_%Z^mU;6yn~n44`heQ0p)|^hi}u+>WH0%}2pv%0G=W#23*~Oj`>rE(SdlDH2BdIG
z8TIp5OR)?P52$NYt6}&4RTJzBd6yB$Ju-v!MidvXM&2PL(>Iqn2IzJC3Js7pj|!$+
zRkOxpf>fq&6-I9x!|Z867mPS7moz>J=zEV-LPfmn2sc4<e8%frmXHqC;jX^{@%Cl<
zd=k#f9gmJxuaU~%Cg&9ikNq#)CZtPeFIGH1m#ZfQl<||6<tl7mUw~YIej%Xsn|NhS
zy^If?>S0pbOTijcs(a}tY^`P%G>m#IG5A@XW34kmo)){Wa)!N9vyUwQ<xw}#=~qJ!
z7Eagsu+=Hc#<`cjtf`5&)WDYBf>_AocdKF@CGU<_y9G~7u=crT*L-Y8f)2noo!Auy
zF?rA}je9X^yM41|0^QDsUf}wq5Z8tWj0c4u-EZNycye!<vzy`Dy)<V@OWYNI09+`(
zjC1Y!F|S0rb`v?J#!=OB1ajzf(rxpS0#B%?*ev@%)D5|a_u<!_CLq*7%DHErAreJF
zq%2jlI%;1xQkbnlx3=^P=mQ;k!{YlMMLNq`qOa8XFZB|d_yDp#Bk-Bqgr<Hb+e0A4
z=|dPN(Z<Ao1)CsWeRtRuUtfqo6l^b_awW?f?&OBs=DO{^nPE!&{>1vJ;S58qo6KS_
zBJu{^4TW~MtDoTzLTj3A`%ikRJ2z2E9N(1OTV^iv*K59qct)j6ujuR!wKk_Ythi()
ze5N5W?nQ*XvK37pvSm2JSy1h9ceB1M!Rr;+K4_?lREeZ^l!lr7S-!@|f=b(tZK6;N
z0L2*-%Gko5zH~a;X%TW2E7XeIyI<1^@c|b#jd`bGJ)#g7BFR@X>r@M`UFW&IPW$eG
zitqkF@8~&3@fapmL|{NGL7&$`{hL_l%jfU#Otn8u6UFm(Kc5s!;*D$r{q0(~Y^F7c
zAxca$c2F-CC)T3XnXwQ<Yv{c}a+<EJ59`538*=9nLKBoG5!0UzIN`7{pdP=323bbG
za+6`D1Ud4FHq2>Tq}#c0>TYIBj$W5dV1&a4xiN}q=B#=G@4Uel*T|#5AMa7nQn~nw
zhn0+22{p~fg55BMK`ED9FMVMk?`qsSy(uF`pPpNB4T?OSIHQd@-x6k;B2v_q=4W!?
zX+5#t1lkOHTGSiFkYq1V)Y3qHimqI$<uSkDr(*2v!KCVkUVTm-fwr6>`sjWURl{=c
zlnjg60b=^qlek#9#7(j3jr=J8E>7NfuJc4~@%X2SkJh4D=hVdUZW$<b)SneRqruaJ
zBZ_K^((98)re$$4n>Y@gyDncKz%C0aecr>;AfhAD&V6`bpXj}{U&U<}0&!S06}kH_
z_ya)PSp!W=rulxRW+_h4=yYIe-3)vaEJ5L<Tr)?EJ$%a14wg}r$V-hPGKVR@>x7Cr
zniU04^>>G$t&77tU$Wpm=Y9H#a`?-iZxg6=F>(N{K&DGse$?3Y+^4LZ_>t2E%TR{`
zDQ*N7EtEd6_4wP!h0Uw2s{|Mk=JF)?VN_o8W?0X-BWKU@x37_cTS&*#`8k0oa%gXb
z$Tywpdq2KUD?<_nH8;iJ&k^(iZ1w^XC}e|v<i{C|c!>ny`c1{OIS(}9?6f9lF+&jW
z>|~U+94H;(-wcHjh_LsjZDsXxep-Jg#lr-l(7Us1QWTY{PFLy|t8UdKO(AxoqC|T`
zERzW4!8`b-kFeSwc(RAJfp|D}8Q4D|87bpd5pxX!TGPo-6l_vKvfgP7xUKS$948ly
zG^zX)UD4_tO~sEGM3_rkrWk~=E;n3>$V@GH{tsVgEEw}N^A_vODxE*xZN~2mYeZt$
z-a31V^IB}8(FBscCjM3R7m5#_M!OEcdt=v?Y>s~tz3zCryc6MNg=loz#+Mli4H*lL
zbi55IBr*v)eFtCu-YWYe!8fXe;HEy*{_RBrRWrZ;JK#6z{n7QKbDov+2_K``U13rW
z=yPIL6@)nGS*Dr|EPw5kgANuMZ~aJGQLBc>DubhcbgZTrJD^vOiG?C~^;^WV?==cE
zeCCg-`(J2AKHDOyUfF$Lz;L3MGA7tiMfr-GRgn+9$36~EMvvkWcojHKN+l~%uz5E1
zuSfc+UGd7u?^wG~ih!syR6}8)q{%w(?-g{B+Qc)>j_%_Gh1|y)Lkubd1`_yT7(>=o
zlm@XLFHZ0fwT_A`2#tuN3*m5@HSu=%P4d-DVGq-ztV`lSj%|9qWF|qjBvA`kOTmf|
zcvz{55zoYD6OwH-=%-8DJOhtV)DY{E>R`IRuum37L~*hDBt+3No;i74W$^S9idnE5
z$UYf7%FNb4^jzDDq^Je)4oASLQ_c}G?<@Ik9nB*3TLbRAC}Tdnp*?Zf2h#ZX37re8
z3~Ru7<jU38jp|HAbaZE#xI?lFcunq#OT!B`zM<0nd@4BiNi_TPG(Sq3U_$YV=hgL$
zJJGU6HxG-rH6BURi)yAW8t5|p@~#6-8p~l%HlKz04FXdbtZk%f(2f;N7)}m8qF>%@
zBCPXII<77LBWa2_ZI|QOA03lA%D?QvZZyZAUtk5uZEOS9ExG$!U;U$2@s(EC$c@aH
zdxOx|@pjSt-_I_>%NDy%zeOHnqx1NWotSQS9e=8H=JdE1|6y~W0=!f5l2;mFfmM7M
zim`n(_cnZ$>ErIh8#YVy<$O!tR*<F}g|wrn=GJYW8XSoCMH5;`U>_MW;Vum^Lg<&3
z$!{3KT)b5&mawI3-&xOKY2iiD7g+7SPPN_WkyoJI{7QIS8GmJKWGl1GcP(kar(k?$
zNU+<r^LBX;yYycuR;z*s6jU>ef?IOgx-v<2_U0Y&$EaItlhRYaeIaPT7c!IeUt36h
zyjiKd8-98vezRf$LG#$<fV}vBF|Vh9Q0Yp>ycNTgHzH4Ozxq-Pf2RjcBMMDv?6VMu
z1-$_TbpVH9F}yHDmNkO>%^-FWiLbMPncEBBF+5Y7pwnN4x3TD4G`~~r-uygDby=qi
zqJFIw#PnU_Ecwmni}z{9sqGhd#fF7e^BI=ImgfE;o*bkqDqP2n>fdr6kdIgCwY&&^
zBe%&!U#5g_IxQ4!LEc+sRx#saF1;lm39+=m3&o=7EY;^uaK(~Se%kU0H1Q&JnC0KW
z`pvjONijmANKPO^G<E$0U99ChD2NRz$T!NTMns(ry*pk6id$ri`SSDZnH?Mcv7S59
z^Ht*(39-$0$RjKV`(=35wBKN$RByF{z)U#@l~^}bB02Tme1S9v6|wz-x4y#pJC1St
zTOG)L;0qo)RMJAB*Yduc_b}&jrzE0>aP9p=<7b78)1Wy#vS)SnahCQeu$bA3<@bmA
zg(}+Ck>z}Rk0pyqd=!lYn4VY+B7IntuPel;8uJH`;KAFM>k%=I7|k?<N2N1<G^EAk
z>7&W1-sEXZL@QEl0cAH1p8Y~J8)jT_J@}D)4s1+GPSEM@X!$|u<~Apay2-*BM5I8t
zG$-lgQw~Dfs-%;ZJQ(gu90v?1^uUW(8)*xOL%Y4!gG-26M})?tFZ)HwwOpKnglPL^
z{6Y7OWS8RQ7Z?>*?>rV$gqYpIsf_5S>p2ALFCe?8QI9FUyX^EBsN)@1KSdk~Mmvke
zSDzUVHCsf}muwkOb!jhocWjtJ@iKgAFAI8IaPDuXRHgdqB*2sxA@M6Iq`u3OgvshB
z@zEOigMu8hr#`j7j6lP`$dstoch9LqJsIWaM0e=^U<Gs1$sy2FTCz>>F&r?^DU$Ze
z(zc_zLNz7EEB`3wm!W8##I)_2nA(L-C=_ZerJoYWd{F$bds;Vi`M((WpOlUlHt%7`
zuR(L6vxmEJ{S<wvYURg7XA*<ulLz!3k14v6BPC~VG?~ax6qUWhvt%8K_xzhM7T{JC
z1iu84(AUfz6m%X`BUC+C9GB^SVdjdQN3zjrSTSV91d7ppY_umFY^pw^W5VRxmgdnT
zc^-|?zT9QIkXBsWErAIj``WR`%BQ5fa+<B^wI?maZ(a6zw)5Hk)McZ1EMAt9&p&;q
zEf9#0o!-H4=i-;_qho3`BPnW32Aah@HZydE^ffy9$-7)u*vNEV*l|YAFZ2?UKB$=t
z*E=q#3$=2~m_5X^e5;f%q-n01j-$_RPc36&cdM8F5`b4~UQ8mOZ(e`Qm80MHQZAm3
zrApAh=bI?0i;6bf%;U4_!w8VF@?oU1?FDNhNC@Aznf>^-K-1UJ0VV)!bmp!GI@S9;
zLWj|y6RQ?S-SuKp*?CJtUFv87B`X_*qCQSLuIW%u!1Hl_z%kbHC^zp(OM|Dnuz?1U
zZK6Q#5mi6j;G=)xe})WExP#Bf*Zz?*`*nv8X$^-u<p(f|y^2b%2?>S1R>>i0V9Woe
zi5;fRYqj(NIO~`w?>1O54DzYK%OCBFK^6PPD76nf%a^!e=c+4=4adEN0X>s3KWHXY
z?iqsCK@wt_@#$gLae~}H$38q5(~K)N<%tsc^GV6&Lh^}5B{mkA2F@Wr^XeZU&ay_g
zaOSN-K@{_OS@Q($`N=PPmAuoA=MMcp_|nCL1m{%!_-RMpU!3JsG{cme1G4beML-Z>
z4eJEc%Gcfm=kf2|B<Dp+hx))O2A%Jr!lzZA=iyp{baa8JhcD2?UtfNo?5Usv`*<VX
zt@WGuEV-6XefuoT7TMXumm}}3cd~l5d^xsP_30D7%RpGvJHl-#00|S;uS{hZ$1hd@
z!-(y9x+`FpCPAOX=ikFV_8SWOKLpRYY;eTb$B8$y#J>3*oke3QFKS4|)!J!%b|S-f
zLN`i|q~VIrcL=TEudmoWXLuZ+X70V_p!^@ph9)fkwi!ja!sLEB-j(8TA0cpT?3Fv(
z-AW;n=p-UfmxHIN8)H7Eu(76ksburp?KCt0rbt_q-(UE;lrD<kKvc+F|BZ`D+s|#V
zpM+pPQcK?CO9hvzzkfc_mGctN5H~rQP?r#?nm1g%#3@ME!R#aZx>{~1T@ln)mDZza
z*WGj5FW$0kTg8SiB!eYh9xSM#eXDPqXn2#ZiI&`SkRBC->L@GKG2?~95rq7{Tg;|Y
z@9q(i>LQ(~i~jNDa|0WE1$K?$4P=H~@DFD1iCEnqJGy?eTSC$i)sm<VL&2d~4FUK|
zG}6%WUMNQI^ORZ!&1p;jT;2PLC~O5!d5bvYXDPdWf@H_&70d;9hlYWBPfA7{^i6UP
zMCN6%7s157o*CwYJho+s%fOyAg79sk4r|L8XWACp$II5O=RMF9fLd}=wms+a1z<)v
z(9%bNp19v{sPh%RSdUcYT=w^Ojk}pft?|wX9#OFFJ`R($a*kLm%!VrEjCz*5i&xPf
zV9@eLnrL*3+cZ8P({Hd*({M~X?mZq(yVn6_7g(=Xo^@v(y3@0dn=Ysmn=_(rUqJTE
zem4l;2obqPMOk&xZi|LyFE+7hELw2e$E4VRvTNqmk@r_uc_{FZnXe!&`k%*3*L=}r
z`B4Mreh->o?|<H$b~u*JKd*@HF;_bGHTfL)jB#b!z8h+?MA?9GcPS<W=cpKj88Pf-
zaRdn!cu&}bp<S}jXp68pCKD=RJvl1P6A2&wQsY$ZRWWq^SvYwF8nl*El6a<%5GGs-
zYnVqNH2LS~4E*VIs9ec%K^DY!uX4{MWOifvL5rfTmc+45Z_3clEcP^0_o@t<ky%&a
zQS);u3ExyxfciHH0Ytv|w-})e=<gI{a(X1tTf!eOSP}IW@DDsI^gq_9la}7pD1787
z8?NH=rneci=P~N{;_Whp^J5&hu7}~9-?i#^E{r>FbZu7GIMr^`-OMk-YSQYpz0%$o
z!%`nEHJnF6$d%u?Q8JOm`)BJB5nH?6Hqgg6oi~sst=xOaK<ahE>H-oGqJVZ!^xk@V
zhxJ5n*Het%Cz70U%EY9Ncr_37hwpDZDM*6;l?4FKF_F&LXgABI*<DE!YkF3+&yJ<$
zFSfw&Kz2x&X8Kh$I!28(U0K8TplxOe_*Ru01{7_65iZy}$L;ehpjZP<{~H6w;D&EN
zWA`eGuZ4-ktYavXl4!Y<w@Rh*-3S!VnD;9Zr(0KwX#$#$=19omBHNOe7r)7-ibx|P
zowMPvS(p6d{v4YKJ6lBW7hVTW3^Sr|X$uZizpjABfDb@p`f4srRcL`(?U$V!858L;
zhQDZ@-{HF{PP`=*X>z;gP4wV+6#_`q1$b2Zx7u1A>d|2d1QTpe3mOveOcBd{q^h)h
zQwj1pT*qRe_|@ic_P%?JM20BK;P>Jy@a2xBh$ysk&0;_aqj#`MXTg)@B?{RyL!g>K
z6NUpNwf(*ssk_e+OdySsh?^0K`cz^c6E96?t%cfXyD4vq$SL{g9#*^xzNW1YbCZ)q
zKj0=hxi{4}6x7@c<9J=jUUC16kX2Jwnb=2|{b51#>}l>rC&^`I=O8lYhw_Z0@DHqC
z{Gqymm2bX^%eJ@`#VOI1;d`izGvq%LVYh-awU)MO{>QBW<p3@P{ZH?oUQR~{lU?D_
znmPc6{q!FUyZs~79gTSWMi<K7KllsIramv`W)JPn)tk<&OfGFKM4XbyPn6JAI>`s-
zM(T=~Qf5iu)DzTYTuic5f-FBr$cxk)AY2}x7`$*7ioVRXBu)Ddg>6HFO42){g!O}H
zkYpwt+Ya-Tx%63`fY_*PTi?suUU;U{Nc+afJN@&q(KWNa$S2ERel>l8Z^nlXWnEAt
zL2$`F5n9wq)aoZe?C&m*y*zyC&)r;6jd#XxTdLUVmf?VCq|VPI59Zo-(yt-uBQtt?
zsu4Lw(!W7%_+V4R4v{*Pwxw&1Nd4md+uKKvo(+{9Kc;;#_G*Tlh)Fq~n!aTk)|sBl
z+Psj61|j9(+s*k#z{(A|TMvE-fVx7QHe~_vR{Y&k%ts}91)S-Gc%>1@6GtnA=AO|)
zhr`MZ@WzJ&{zlYkq4x`S(B+uvZ`@D~<dfJSLd%;0h$xI?wVi5*etZE~t*&;5z3Vrz
z2Y_3NnKz3cy+pM1t>3n)N$eq|*&a{DGj*Zx0~=s0<6f$snp}S_{B`FNO19@S5Jt81
zfp^CR)W5;nC)0z|IF|yFkb;3ulSuSE(@Nm|q+G=@!-juy4%GTS@MdxUb@5gmO@SB_
z-uZijKC<yCYOA9h1fN8=-`xotj$U>=3l6-b(~3OeCnouV-{35SSpt$r1u;?HL`Q79
z`98ER{e_V}KjK@GRa4cKv~;(nkC?|pR2VicVd9E;?Q0B4joRfbNobwu7Q!tep{8PX
zX*X<g<p3_}bWi+Ei~LO&^X4^UHzQ|<X1PGeDhvuj8`Rz|G6U<5DES+!Ru8$|z<4w1
zX{NHz#oIBua$IoYtnuuVBK7+T<Lo9U45LL3xnh4G>I9<M%+w6Rf=Cug=67!ug}=kZ
z+r8&lI><+|^<M)?WKx);tImdwygap=+|H8U={((ahs5qXmoXYi+|Gv-M2R9lxvU=I
z%pJZF5Wurb&40<~ckz9PcoSfA33>n#pmi0cHTn^!cM$*5c^D`HSo%?3u(B760nYH9
z;XV6W81BT@uRo6HT#~S8+&}V#I5Lca)7A(;hzRgsEw$fs+!#R6*9?EYhbcKQNCRx%
z&zt3LLG*IPAl}6)U(IY7Sn!s&SewV1b*pL&`m!8e`lKDJ2(9I#9l81^Aw~96k66!R
zd*5d}Y8JKd`}d6LUpY-&6bdZ)t_sSh`@UHXeBRNQNe@+D?>q(3IT$Ud{UyIiTVADJ
zUW}?u&#~1=uMc3_89L%`$qfbZnOQbJDM)h)?eI;rv4^@bnQRZK=0^R<n9#ZiPh0eq
z@TKnebPBI0wVV_&AV4F@j|fRR3a!b?v#WpU_42(J6#PG*>(>M`nn{oh;ET7`yNF96
zqQ&CN-Tou@rWNl1_M9^pNDnqC_ctjtO1Fmx=REqd?2ag)67X)cfg{`LooJ~0_o))B
zk;ZiIiDc5@01utrrfI>uuSM!T)W>T@;L_pg`<)g39y%u*#}Oe~)6|u9V>hHp7MmTW
z8J!Abe_F!+?jF!#LeJjLePFFt!fBpDTad7nJHMBY!52@+iy7M$9fIo%WMEgp#PM5@
zyS;2OM<sR9O&*GCJIPh@2BrK^jtM~IHAX*jM6$C;!MO=O`D>Y%VhRw{<79awEKj1J
zi{sdVi!%&?Wq0`%6vP*cdC($ilBvX?yw40&Kbty{-4h6m%5;!5q{07cSMIX9JS4F8
zZu6orVs6Es=ey8G(VJ5OCd!Pm7`6SVN&EdwKmVR*$bbmSmxxi_E|U3n2IU&Np=)97
zad-p{k)vpGOA4jZoBY&x8%^3Za);GgbaNT}A8wzB)6~efn!Ku+SXl&;^R2mhPeaL2
zdI4`V7J^flKD}QR1;f2wE3kc!p;NNr(uY5Qa@<sJ`x8VHMb}M^jJ>}|m!txB@OVL=
zEg1K8)X_E3FynbOH{&_wB={-`845M)u|KKW4Jp+kY%5{7CQs%i2zvF1Ec&>PuY=3E
zdu#X}+kFokBC_<%oUc1XMzDOWD}&+6QIc!R_yi<H2uqSHnMdD(ZANh4v{@rVZqE24
zAKqyxTkGOG9<#fPr&VNN^3d?UF-U%E_%`9c^}v;%%=y72@Z6O2sHs>6f?2LuxQ=)N
z;;(g*5DGHQT32W%`bD8}+%3a-f{)j;?OdG45hW&|rxCy2diWt`uKJ*UI<Ef0r-a*B
zbj3!@U0><OUZ0RQmDqvvtkyYz(@@aK&=+uTLqEUk$T#o!rI7}v_xxC_uJ5AMO@-0m
zm}BI0)k>OkV*1G4c@jxN-15EOovAK038dhWP%~tfEb&$hcs+V*ziD{SeQ{FUaLUkq
z_N2h9wEyj=(+F#hGxRkmp^UR4*1dOIT)?}&n5?EaEKQp}SoYq{SyTLu3BJN!o|yV?
zyVR#2KEN`8YM8>Ij+Wgt(pkV~5!ot2lKiI@`)^~uUI}qUISiN9l$^{;+3`#WsD>qJ
zO3Nk`lgJ9s9z!j;`VvZc#CD?k%N|rY?h&(TQ#EnFN<`MD-rtI)B7CA`5G$Wq#74)M
z@KmmdG>e|C*6oBG9u_TY>sPZgs~qaPD_l9$eSh$7hLh*npGingJ`|!)*8nDU$MNkz
zA}r1Dfc#xS&}9RBbYDHn$=EO4;)AbR&-B}Xn8mTi_6q~b_VaOWCrua7<&%B8SplQ>
z)U|JBj3S+*u*N9BTf0Ai4&Qa@HtSJi|LtS2WbXb8i)`0PX)G&!bKfVFT`n@1QTh?0
zmcz+yg%&MZDo(chGOU+8?K`jJxE#%HO;aX8*z!FzC(+02-XBu3ZNDLMN`!Xl&rYB#
zE;nb{mvGm;|9WZk0vIm$!h%^9a`eOiOPXs$?v~|EEZ~oT%N-f3+HE^pOqVvi;5Pso
zo(EY*Zi)h-pI&OK;S=+ws*2k-+%{dJH?wI6VK5JO7ycVCWUAapMu}8VtP4r|1UOIU
zFo!v_EdLQs{v9qp`61}W1-M@#cR!a$0nx1xWo07^^A9Jmu9-`%>dRHT&x$HY4hpn~
z)2`>0#Y0jL<&R{@SGC(`i5-uxf4pD0<`EkEK`<9XjAm$`4^&deR087VYqP6$HzTn^
z%uiRwuIJjezxsjr40SNKza)RYo)dAD12n&6AC@@65Kevb<fD{k@PwEwM$E*Dmn`vR
zzW|#w_#M3Dk0>k4#AYwV9jmp)GMsmVSjJvjKTg?H{@j~T`vJ=HHr$o6?b!57ke*m=
zigV!~U$;@08MLYZq8kUCz}O)3@qLlj+9rl<V2f{<7YOWr(OJ6j?Ezfw$42sDRdNf*
zcHStdr0rhvJvtu|cBK2w_8$J~CF?mNG_krz<DMIQ#hBRXy+!%I_&fAsh%2^r<WCTx
z1W9V_o%n5&N5f&m+sTIt6t=tZYb+{0=9@`@>{`N}3}t0WscOIm$wB#N2Voa}E7Sm$
z8ilJz^%U={te1TK4xTPHOA}5dAp|v_znRH<eXY##IF69^M3|hYb`Wm$n;)4(Y--$Q
zrRbveU9EtxA|xaA-&)^W5OO3ZzgW1oH@iM>zjvzi<O-SU12OE^uWD1IMcXvE>jysf
z08U*xP6?fn`GX?d41RwzjHZ@3GeJo?at=PeSF=;<;^*3V6$)c_Z;%+Gu2b3zqHAC=
z)zxs)134m;)PNpYWeVF4J)mr)eWCY6t&pD8cYck&tcCX$sH$T~62H};NK*9s8`)La
z1j4dR5=;nKhh=%#>|V&L7b*b)&7wfePtm-Gp^<lkD^jwj=SZy38MWHH4l=VH+-f`A
zv%@#9zqLBAz!RMPONO<a_`8N@VioN1Ord0}#KF!HfEpH}RC`^H4Eu?roq!W%I+2~7
zeO4zEcV|#<ep0Y^`Yog!MQlv^6Gay<!`Nj}&0K7D&Sgq5YJjy&R?Jj7{1*KY$Mb@3
zU2<uQ(0G`EfLXnxWA<ZfDmFaR<6n*7pB>t=5BP?32~J+f?Mbe%sVHr0aEo=pxy+g4
zi}9C@;l90=jV{BY-hyqorv~I*O&2~e-_h$iO?3$|<pt+v;B9s<zhS{kfF5eD`EAFr
z6-4Xn_mQ<MP5;;<mZzSw1R4MKCSa3_9@)BC{ElYT>!Tffa_i%cRn>^vq9#b|cnYQb
z>H*8dt>RR_3vd|;!w)d6tcZLnTWf3L6*mnzC{mWwkRr4vB`%8*dzT$L?h~2k65#*|
z=U)9rLJ1szAc?Ds=w_Y#caTqi+Ov1HYbS^LRTi(DrNo#vWSjC&*a@%izKRF-)RVm8
zx!0R(pSwBg8Y}xw*~GJngcCZpJI(&-nyA^uE@I;oVmHox$FLP=Nj;s3;3XSC75ucV
zuq|skb0K$@^hA0ZXIH(&dHTWUWFbw7>76vj<5V@z>GUB`#mD}v;*r>;s1yuIQmjeI
zP0?bTX+v?h7`V~yl~J%W)0u1%r$(--f9_`(AF#x#R;R$LO=p#)>P>wzX3AT(m;xJH
zC^w?1ckk)-frSYlMLJP=L2676^s1CfI+{hf@bSYatpr~}!A7XKH0_#hNe}^7l7i;c
zNKrI2xtZ{Anf=gPZxoI(=dcJVPz=8Tk$VK-YjZqH?|UwS)dco>4aD?_dBapv`8cpW
zfgQAt`Gt&X{{|MPs#et?JR-!2;;qX8AmvT^Lpy15Iwtr2Ksrf*5RtWALVd!x76m))
zVU5b4***g13`bz`ltWVhnhAO~*9)S8XNN>|d=5Q5ztVjA<+Z;UP6^H#ks@Q2^;kN+
zSYPu+PwknK?`*?Ew=p!D=W4yEk%+<zhF}M?le@is*h|0C8CBa)yN2w;Sd%jT4ELGt
z^vn4(+=uL`LzzQr&wDo2a$0>jYlup}0(zg`vN1oknV%TzjMkAM(oiA5Tx6`XcFO%{
zxDSjbc8Gj2v@va(@4=<n8VLmfUr$Vm>RjDeg1L|6<U@^E(e3gh2ZplQ8<orxe010d
zOTbYo8-x;i+hVMEW<J~-BjCBr-IB5yG=<vwmq+|~PvJV4$NsAes1uw%%zb3gcSD=l
zcpyaZG?feby(cW8i^;6_*6qG@u`0|T29zX!y*vn~!Fhed)MJ`~ANhc`e~sTI+}zB(
z^5~~&3rGk<bdI-X$D8cPgH)^%X2*f>W1NC4ge2VmRC3@E%9@GA*(diD&E^0yr=|sf
zIeb`v^F-5zpooXr{yd_`vuKoi(NF}}8WCT=i8NXbLUr<g(0ES1;z^zm!f7>3gZKXO
zg0$>}JA+vNGExQoAygB2cN~bXiw8^GVpyO5qJS3uU#-E|WL!7Ck8bQJ$n$v?-w(ZK
z^YV{iE*L$Jae8u?SoAh2t%rupZcC{!yKcaqIFP>`iw!@XzF*G0cS>zulx^*TQTT7h
zrbSxd@*saNJM>t6<M~fgnxuCRBF@mS6UBCYcD$*lDMr{-sn(>e(|;*u&l1k^{7hbq
zjp+q&+h2ATeB$KpO!yNhsr-&|TO6D5wOkG+%3XOErti<P+D4;46NrW9{$v35*l>cw
z^W#(vj!!`!jI)moE*Akn{9~q&jC_o0B;BrZ`yPYGVdHnJXH{a5Bx#d(#}g;Pq?q(7
z4!pNaK=UKQRsc13b$PUeX>0PPrr!z#+0z6fU@)KqVjt18dtYpaXZi?-GxROz@aMEs
z4Ofu2h^a$kU1@+u#46roC%NQRDS*l2fZxk3=QR+>5xB|M^HC7=oa2JxV2HByN<)C1
zRIvqC+Ik0`)xRC0HTu}Y*df(&1=|$g!SovNTeP-Xnzom#4P+cF;z91iZ`%tM*VCc8
zydin={_=0QpSRHd?3l}Lf;{Q4_W1!z2z5>Z={`10=SC@xZ)bFvJJxfc5P7IwkA-sP
zA&_RYZDL(-d`mHR|K>Rtk@LWMFi<N=@i;+fv10x)IMm+vmVBhh@!_=G@*o>UpDDJ<
z7%ve1i@x`f?qJC%=Utsx5TA*&qYJ`Nwtm@HddF#+*xv7SG8^`?cEHt+g}V*i5TT`N
z{;2u-K;BPm$l*hbh6@KM`s9robV*X16+u035^sq4nUW0rCTy&~&o@jZ^VF-JDEovl
zd|)|As9ofh8P)78oKrfYFr+&EAol@gvU(sFx!FEAlSUwdWoWsnQRx@?F+6#Ud_|Fr
z1(Fb#lx&^OuW)5!P%sF4qRWzW<Q{L&d-aM|PAz@v-W;37P{73kTg$;ebsu0%Bt+$s
z>4QgLu<m$L(ml;<TDzTNDmzya|Hzk~L8MTo4l}T9mY`$9JzC!9wndM;<lk5dCUl~C
zY-1ejX_Ak5p#qN!Ffm{(YT`KFWdnpsi(leU`zWG)MF@S?Ebh7s8qy35;!6G*>+`J2
zRu3?bL+3I(ovQl@COa5&KT7DX*+F0r>)`AIO!ebXx3ekvp=Zf8cftuRqParu9u6Xt
zeImelXx008ZT2Rs<y7YfSq?5SW?|6Jbvi88>h8Rzotn4fw~=eiQ~CPQMv;?|3&lj$
zC0D~$R>t`x62NQ|5!-|nycNj~d~2Z9?+yfq@6!*wn=$D>QGBa_+(zmscNBv|uE3T*
z_V)|PG15NY6mxujQNXSJ%FYUU!n|qX9kMruHJj)19Vd{ZCz5FndakgTHzn1caT~LI
zQKJ6c2x9B0gOmBgTGP=}oJ|$PgLiqpiLihkW|8Whw}#~vs;qQ;^HPB%WM)4fbgYJ8
zKy1lO{ay2T)mw2%Oobi?u7{vIV}Q6-o<OXgEc4gCfHh0+i6uFdRwCCt>7sh%@;nz9
z!NSA&Qlq`YI-a~qU?^CpU;csAs{Z^%;`~>%kL<SdC-EV70yz|)((NQS$Eehy>Yqxk
zAAkX(L_R}Pj-@GKyOp!9jj`Z0OQdFP0O(N0Oy$B}i!nV|T>t4$CWDNZK4ZK?8d0cJ
zZ+LD?M+g;rd-Z`gCrM)gh=IvEr&CNpg>YZj2caT#4reu|{%gC@H@5GbEA0MA+`ii-
ze<@T}n+{J84WYPco#E6TErHq}<?O)*ZtH%6ZYWMn+)yv1`i5!J{5{eKtN*V^AC0!(
zkv>zhb?tjquRabbG^8IBwt+tWD#~aOjW~R~AEmfnlaO|qC7e3>Y%*Q`ybbabt6w>H
zJJFkXg5q+cGOuOo2k&^}P!@K5(BI&@{}|9cWrO)-2HD~BG2>XpeIxtLXTtZal-VBF
ze-3fNCbSACvSK`$!t#vP6)77XAT%{t0S(RIUk!}{v|2G7@;3v#$Nk~AVbL=gA-Gme
zvNT{VLE<<H;p1UuV$3@W2j(-anUTu3g{ZYm*zqiXl{fuA!p=G>s&;SxLn9s1EyB=4
zmqSYnNGl*ADj*<3NjQ{rqoj1Bpnw8OcZa}GiqavWQiBXg{O<8N=RN1V&w1DHFPCe%
zWZ1L!zQ1u@pGzivEdti&=#>1-?M)(#Jb?7T)cJ#(X&vvdl~ONn&4ZB`L3SoM!NN3+
zV38BihebR>vVL#U`Ps)`GC2$czB=%7BfgA2rgtW>!#rg{5)K`2Y)!xU0_2jd`rxLF
zQ?8)4U4zpOHA6p1mz3=2v?}<{4Cg5+wQ`GbE;ZS!(=14$+1CC8-4oFS1j0q`Q~?jN
zicI*cOl`iD=lCzqo6VpyA6GOy%4KOaz_c2~i-_J^|J|GdWCJqi4vZ0-L4y(t%;4Py
zuVUmICtAh3@P4!UP>(}kt!JBThJvdoQ=(RTG!$91gU;INNE`f68}Hv!(cs`Z_02?S
zjrI94yvugT^CJ%b_4m|~=JNb&SkJ#HrM(teHYUxyi7Zp+Vy*Qq=ILI>-_OwMQtsf&
zo=$4|QDp$@4M0yeT=BAnw^o0OR#y~%Y&VR1C-I<&_Q7uzcB01oK`k|_*x3TB<FJiq
z56%6Hy>tiV`k@B*x)`{Y{)yeV>Owt8_0$~qw)^1Kr2lRH$NOXc4^0guD||OaU4c_k
zLg1;IvG;JvYDlEQ(37zhEBr+K@=0r&aO=K##n6^g;e!>k{2QCXvD^PX5h15)ZyEut
zRr)G?nA<OlYUZz#B(Q>#2pFC8&O?p-2gLc7h4zK!It)C*Ey>8`jW-+lVM%C1LW$_E
zBKTlQ8BJexxW6y@p`#-o#bYC)E7zgDE2Q(nEr4v)^EY6`>m_2KIaV02@Fc-{Jk0xj
zX-_OKI;H!CzCWMuFJ$wQVQSC+Hqagp-;8Ihzo~h`EuV*0+8<+3FYbXV7{Ld>WhZ@9
z{~7_yxBb%`OfrUeA(Bd^M76B$4{{54yb%X$KG~;v9&8U2lf>VI>27ycJig6k9{VOi
zmLqI$Xn2NnCS~RLK9l)Do3H=pdk3~f>FWjJkyww)AN@x)2{)MT$%IAILVE>em%?ZZ
z9U4tB9$yaysH&HA=@uKdNYo*Bz`8j*<Nu%xeAb~%g!$4xg+8%vhG1d1b_)SVC31f^
zaN5ReECQ;q&?9F-&QH&?U7NpTjxBtOsRvYFcM9VZPA)<|aaFGPc}->o*!F;#)8OKo
zGQ-uB`Tn|>{{tKVAfLY|79q@6f^9XlbRBge&cTVs1G4J4mhdoEV#J$-&~#~@Q?bV?
zi^deNwQNfEJr9b(+gvgYgqCdMxlyi(^DlrRA-f`bI-G5WwBUECZpHlkOK%6M5C3yf
zz(7+77eK2?u`87YX8;j(XO#0;jrkEg`re4kwkth#>v6rreX22KZuwG*PbEGyF;Qjm
zE|~^*Hfy_=rf@j?UNcU%JCzf4MShG0)3+P0m@D`G#xerFqnid@=_Wy4p`@N^8?L~C
zE0q{+M|zSQCF{3KUHJQ%X22GexdqqpL(4Ukf|L0{i9AukzwLV&al(8BlA<Mcp+$76
z#ESUR*I#-GoW3eM@n_lyS0*kwd>I=87IdZhIn0EV?5utdk0t)Hp?3Pw3kQXyItTrr
z(CvbryeG|R5^9?EXcm$9mzk}-JON^<4~TcMd*WE(0o2F*(AnccP;(LMgm6)x1rYUW
z(7l<?Cpj~R(1k(dc_N7eXzyG$vRYf_DJGkvvqs<Ad?S#osB6J)gGkg<j3m4+M@bk4
zbb43+i%ySft6^#!#Cx&!y$AAktL)#CtS{e-tB&fD+Y~PpY<CFW4ZLivIylCyzWXY!
z*~MxtrNni1m*Dz8E!V+R8lN7DCMCi7=oWV!sglI^UgnZn5CiJgGKmurHv_8s{?)E6
zS;86ThAHZ^Vbt<*IL^S4+AYbdvBVw%hH2fj7GMLFw!SkPPO&XQzWw-8LBKZ`y|RBJ
zJpGfKVtZfp|Ib9Y);MTpxp`cd)WvS2Jo3LaDnKC*X`IAbAa^H?4b=JG12>*106se^
zqozOE0;t>=RV_lLS7alK>Lj1+cK=F}^$WdZ7!8LLTD7jLE{2lbuv|hQaqQn`Tgn1)
zPBbB}RTMAzk)xlD#wt4v^3?Kke|)yzUXhO9D|`hb<{y&hfw|=r=ez-EJy9cn&eH#7
zerF7MPMoh<7^G8m{euZyIJvdlV@nIFUd59q>CLH%N}BCjA&r2s$$Rl_)o;|2<<tDd
zsj>r0xP-&gzkBnsEGAo!?p#m+el39R*qBm3$no`7;Ygv#*h=o^^7YPV==>WY;iHP&
zb&LNz8)`4{)J8ia49ZkFB{Is=A!}5A#IC?b2d6%+)nzImW>0;l>HqU<gL^)>Dyjqj
z?RQI2Q<i^&HY~YRAUPR))vx<@c1Jr8DB1zNcvmYg093qqmK{q1mi~J{(M0<tI5C`6
z!r>zsND(q`_}Mu8H|L-&{w!n2-b!C2NZQrxVpzX2{(J1l*wWY`=RV&`@V)xyy#urz
ziIv1{=o`x$p@Wg;KlpD9O{V>;hx`W;0R~y~l*gBW;gJ(QPunBuwEV)rg^5nqY|uK?
zlBm}T$O#o+u8+ut`*{G?)XVb!#(Dq*DH<HKmY2b11@o=zeOD=S(n33Q(8inf0%eNG
zB(&x7AaphVT#ZuUGN6jl66u@f9lXj0zaQ|(gC`PS@86Edzs`n`6TsxtU1$wZE7Q*@
z{Mi4MC+tyQh(5H7VLv*VXlW{0_9WNq#+H^rO64n$&Foj_uVjBvmnF<z8U44@3Wpq}
zO{{x!Tawu4(vwT~Q8beR#u>~_?J(=L?H*;V7pRm`P!&D$248i-&Yv>ipAXqTZp(ct
zWmtIelZOx^|CfZ4+GY1wjTr(iKUciLXTAA)k~{HD0;BBxaNBYg+Q`UoR$rvusQ=$j
z9-vaB#3CIIw;32jv?A52)EH7IG<TwOm9C25F`-qq3b>!ctfx#ZQ9S(S*95o|J<vTu
zpLcm;qb9JIC4`wPcrl#n6Enux0yhV_OzcAKUecq<q#;D?0dG@Iai<_>rNLrl_T{kn
zbu0xhf|7%M`}pr(Q*3D{hd-u0(QzF}g+ausZcmjYvOF|FNA5nA`<^`p1=^1KyEpOD
z$zqnrF9(v@lp5r*gV|c%t(m_S7g$yq2R`qO3@Qc@V5a2yXkOS=@IgDht3tP&bdXcS
zzYsHaTx{9NeRfkrWVZ~Cf|}ZV3r<w~&*!R`x|8{Pk>47v0YS}RH;hXpFg#@_UmZq*
zT9wFnDLr7!2FG%Cq{x`W!zTV4v8SC_G8S^e6ZVt;%*fx-;)VEHMFQxbRn66X?o%bp
z;+0{;E6B39;AD?uM3E|a03%2B7scwIMaZA;9Q47IN~Z`(<mT4~&&h=hz$8dFekluR
zwi`j96Brz4;ZGLP>gNhDf|r-Qt94E7`Gs{%zo56&s>`cUfzJShikJRB5LY(=A8W%T
zJt^&`StgDGyk5(<teFhAQ}e}g*v;7lLK=Q<eKv{`2BBM2y#L@6Z2uQ$F!tMG2aKhS
zZ22(>scJ2&2!6(D@O>|qgi}2=_|YBLN$IrNUaQC4mHr3C&Vb=7yEEt%Dh<wi{J)*|
zfL$1gg<}E3|7!rrH_YpDRF~&$dHzVNAI|fI*=Z?s{o44UiKc(SmNw;eSQtmn%?L3R
z%+&nkeoTbIzc^-GxWxChp0cRqko+<HCyC?BMs86XrQbY6NxB-R%lk7G1IPc;n*`;-
z|9$LWH{HT2%JRI;|1i40q9BFI^EEFgCkULSH=;t8?k`FnVy@&cu)V-6_r$KKQanLw
z8~!DA`Hv^FdKnN1(?L3gdgx{U;Pc3z5fo*T{`qlt$H=3Tp)EA6l5eDm$7xF_b@GY>
zHe&`u)89{k%R=K8@>e5Rr>-0t@CsrEXM?0rrMH(d?DCVt+?zW&H;mO7FtV}?@UWOJ
zO?EC&zUXDqgYw1dORSgk-(FIG<X@b?1^!&E5$f+GO#xX|DM8QG3VWHAECpcEa&3WU
zs(>J2-};d!01$4l?>i7!@8h!Ye>_g2NGC_fDE4b&4?;4&tpc_rRm<CFDmp4<H~je3
zVApqyv-c(SEX6Za60N|w5bMoXl-v19_ONB@**_h^Y`Dy5?(3LAPJ)7X&VPBoWtMru
z7E=vL4^1oOvvu7Eqia+jEq6!TVRo0^lK;&F`{!a~xp};ysVH@+mr?p81uM^?Eotz<
zMe_jFec5}vg}+RG0i6awq0N49GobD1FdAf9%?1ccN#tj+PQ2UjUs`UBd`05^-SBYI
zS6ngZ>t5IQ$A1^Y3e8nFe8g?XvtN-}E|%r)o2FA;v1t}7+U=4nF{eLp!Cc|Pj>T>9
zAI3s(8FUD$2v4cd#199lHkfZ-H2{mV9x+=(%krYf_cscq*VrQ7%dU^+abR`JSVr5I
zTb~2}$4Wbw|HkFa^S^vBXBym%OsbO#LZNYCsf<@Q{lYdXQ9h>nccPNuUgn$iDCfOD
z??w$l!X5)Qc!vHT?h%jb=HEwZ%5zl8LEFIodCO<cdnKFQpN)_obwFG&*{^=W#YN=Z
zZD8R|JWe1rqfPuu@i3|j&y6`TZg+N9{pLTwhZH!MtnuH1e1p%(OF<upZMm*4=__Cg
zB#T+C_bONe*Qh%qsmUT>f(K@rMH&fYmXGR8Wq)E;)cQJGgZ~dj=SCjcl~TOujjZBv
zsY~k1sppx~A?e5{r0_;kpzblP0i2rL=9bvY#)o+b;E^3)83GUjFP;C!>$^#Wzl%YE
z)p5P4a9KJ-+T?Fi&*a-Hbo*oEJqCW|7u4o#eu0J-CtR-iy5+(>rusoH7+jJ+9}5te
zl!HCB5Zw7(<h##CIrFqaLr8e4dy0Ock{XNG_6Y2%Le#gm+odE0SHTnadSVK01rkmC
zb|R}Ct(&UvxpzPuE}5l=r_cWb*hBIE1NIQ%pl@szlT6W;j4O;g8!Mzp63Gj2;VZfO
z@$$f=g8e|n)y13TLL*N{uhO1Qarb%eZqI)!m%)@2hP&Yw@cWmr|Mz=8X>%w;={JKn
zyjI`Te3XA%vym<UI64HYhBhZ<vnZs%TCE!MS#lB_GgUfEC-5J9K~;0Thc^K%u?}A{
zG?4g-7G7}5o(BfRudtAxj_d2}a)0kBJ7KoE8t=RT$a~>HtXyX5Op|vJ*d*#ah^oFf
zzE2nQIYMT^=`%^2ODjqokRkdQ;BAXI4@`Mng{5rUgYyHn%qQz6555X+F$b_?he7|Y
zF9KVK&Dt<3`O-L}F>|@%JQ^bncKMft@~<jFr6<jpIRHw`y(b@SN$%1K?MhcT`kMUT
zBMGpWMUZ-8raA0fNLo5?T`X8Qp@O1KO|*V>d~-9SINCUp%6hLrt-R7pR~7h}yhT1@
z5efey7@@BgJFzbbg#bWBHE%ABw=Acx3BX>zAiO+ao=sIqas0a6K7SWj)Jd>zx%+jP
z+wWw<e0b^27DoO>@7a4UzmcTYImZ0!!`I`7w|nz{aD}(7+;;#I1+t@spddytDit<(
z_QmYY=$mgbv>pbSq`y8vT)PK8x{_CO2fbDjZ{Kf{U^Gc{Y*88beq?>Ni}UgH>)VF>
zKR{f&RlzgYBH@Y7Hw}UB?{k=iV~HVIPtMK4w?{y-cV0UDtC>UGeszU;p!3e{_j$4O
z!ZG48Pp02keklCCDzq?|QTc0j+gq>X<PH4Xcmp@=D=qp43MI2ygX(@2iA<-^Ws5o?
zSvyvDbxic7C*QDI=DGKb$nwa)f_v;AAN1e9ysgM~unngN1++2x6MqpMS{W^;idK&Q
zU2wE?tS--`kPc{0nBt)4rQ}i4#fduqFwDT;(j2m5Y2>(Hur%_Zv3wN)pZ}pi2Dhi$
zmNqUEBbHgar9_F9Gz9&%Z)!F(OQujoCW=$974sYT$q|Ld+(78%$k#ovWE0My?F4h3
zv)=}-=?sVQ2t9Em6NvPx2Wd<(=}N$vvOBjE_#xxbkk*^gGi;0#2wxC;e0=fw8YQAB
zrhLc1cj{``6?M+5Tr$tcuG^FctJ1^}N9EJtsK*fFCs8~*v0zuG;tEDxrZU05q(!8H
zuWH<grU*%b=txnit_CQz9%OZ0e3kqCGvKF_%n|Q#)i*hZ*-R-3=TU13=LbJtU<CuL
zUSlc>w*w}miH31JZ7Y`{EH%(<gsS?u#e*03I{|Bm^a}!1wUOyIfpRiAu&W?D$Ut3f
zKx+CHH^aB(SQrIX#qh{NdLL_Qz6Cb-HRDTIpf5HXEkmqGG6^aQD&Fe7UY5v&goLZ_
z9hxcOyUO(^TNT`UKrSf^iq&EVl1!qP()+{ax9_Jq`d*`yY%0Grf=(~=iT4wWu+~kl
zoLoIIs5BL;&BGgkOHAQ19i_LO@-!csZJtl!`##7<ixqlB`r1U8&CX~25GenEHre8B
zNjW0UNk%;Uu4*Mso<qlq*h~Isa8kajz4Fqf7mr?TJTf(clw46jId9ITX2d_)ROAb*
zDE1n(|JxrS$GLdO`gT_$FjS6eWGQROKhjQD`_{$CBW2qGQ=o)zhIb|>TuRtqF~8+^
z4}Hb_7!`T9D?NqfR~FuSu-upi1*ccYYpS%H>G|f*HkUbLBZKjq=oyVO7x65#u973;
z?(il14rVGmd7L4BUx!h_->chgjj|{`Jx@T`_wnqUmo8xbs7GyTi+cVx{S$Nf3E-Ko
z>=03~G7?vT(o|i~%^BG=^nOX#k|Qzt1>Sl)yf*~wA+OxXlzfE}=v}~insaaLf|xjg
zW^m2vPOngEhTpA!ipo&s)}Zo>fSFslt4kuaok|0@lpcMp55`e9_~TNq1Tkp0x__2b
zkf+~y{5e<XQDx~|zeJunxlQIK?6BDxeS{@^VWV+8y*V~xQ{C2Ij8nwzW0^vkdMC3p
zt@J1RnieDPTOJgBQ@(51GOlzC!k~%P=APyGc3PxdKT4U`ZPxduR@CdD)I)WcGhvw;
zxEdLxX_YPaRZMEzBY9^UTEPNFaqm6_nux)UA_IF#ZU5~LWnqeZwZgVNE{;YvdDh0P
zILrQ64y}nxMGM;LSK~S4OLpBa3C6>N_qFm;DqkX)Do)-0?YrTn;Pj>bNNf#hQ&zoA
z>QD2rz8J?sImPBUnt{F3T0<m;TPe^HuRa@t1@VAMK>fVqR?%S|nnv*ENyW_W{a2_N
zU@oXLZ_mjJsWQQ`ul^ulD9%0K3I7oK5&`qvA7~H)w^PO!S;UCcOc++eFYq941Y$l%
z2k1W%fdHLCf#nU9G{k+ex`r=IW*P#rsSfN8Mr5iM7ngL8eC9WsZIUJ|8J!^;ASCYY
z_~-&qO|F<9#4KJWh~tCAiGSYxre!o3u=T2}6Z^iK!1&(<GhOmnp?6wjN8L8#gw6&j
zQXeKjEYm@YOHlv&_-}bWg9h|&k4R-EY+~l6=3$lRCP5C5T7b4E5*(qUt}dGshpy`{
z+?l5VYlhaFk-kB6S~EecYRwM||6#=cX^NsV@|#J|7{Br5x9XYm6idr<j-6Pv;Z|J2
zK+SRk6%397J_Ide|E*;P3QSx9QY?yV6?A+8es#Or@;k5<PUr>W|9Z~;dg}ZW!NWFY
zC@+;s$uLGVJ~h4vLCc=jqv+hdnQxSn(oilAR(XYw3mcy$R}bQ9VxEm@27wi8gI(L7
z+ro7jLh4U!2T|h0`MAvXl*9a~r7Cl}Z}^%ydl*vSlNb`mgm9BzZ}~HyeL>K0h8XpS
z&uvbLN2E3KM_)5}j0d2hjQYsi?j@<6k4j)|a(g{vGO}QT+`7kVMGC&gjVxAKV0r4o
zrX8ADy4KZ;4f!^&XF5j!;+FV_&e^zcIz_<y+C=&hEKhe3Als3k^5$KN_CpV(oFTpy
zQRfsDq*uUd$p{~-k?aDD1FB7rmYcs)Qqhu(mGEWejNGRdEUy(z*T3qR10FahD~LDq
zbe6Cv_mMa&Y4Q<nnI<U0K8qzK^75WiM45gM#IJ^-ux`O!knZ?CW&?{D`r~Y=&rLHl
zC6HlsEd4=FKhC|OeyEXn557#qC!_=by=Y^4@eUO?9-$ml(&R90Zn9hiLJYYS+W}@{
zef#<0*0HB}KHyxpo2_+H+#@Ju`7dAAhB`$x`#_($l{dbY!}S@pNMqK<T=aF+<wSOV
z5dV$VK@^8RPXNGjzf{V$jga(+y)U~w@4AEjJi)c;cozN1`Mg4Q@v*kN6k72XSHITT
zYROC9!gSHGEk`F;_fa~EJriBqwWobERgv(ZbqdyObzTimn@CV%YPCX+tJ{5j|E2eR
zt?CgV_fTM?>z2(6kaB~(i=Z0s)L?PF+<N%NjShu1Xt1{VW7EY~4rye*BGlIE4|&q9
z#9zPdWnK!#qaeoAK=MHSbK&B}a|-YqqC#_O&`-4$E(vK4p79fSi%d|W-TQI@mvSL}
z>`z?2hP{y-X8&_UtlLvG1B?6;IEn7BLd@OZSe`<4m@zSkmu$28==Figpw!Z>MGBj8
zw?5ib$;XRC&qOT^fka6v8S-m7Hui{4b$VH*pI8EoXB?RFUe2ZJGu2}xZwAB-I}i`L
zH$*Wz+|r8GY%arjbitB=J-XQtUN*ctrC4n=u#sA&W_0V}tCCJI0!`LXzW_!Q7Ma$8
z3oJlqWSl4M)|D~dN=3Vbluq>Kg#Df9FLz^w1w0{@Fa5!J&Mg2XLN3$hMFr~j+Ow`+
z&qiNor^#}X8Kq&z0c#%eY;-cwDE#2Y;&pb&AI1()>7|Zjdw>+midqFrMJS>Ba}Ddy
zovtZ6tM=9%byr>PPQduSfsI4#D4XI~FW4@@jx4GlqtpH8>m)wPa(_JgbWaJ8>n6X(
ze7Vsi_(C@qOZi&@5|dc-8d0BbY)kmGmEtRGeSB<+yTb%7r`(o`#{&lI)*aoOP^|s$
zdSsP4bgI_ECvNSTQ;Md-rsm|O&+W}gv~os{eG=CIF{sE8uQw1RTq1N7PsGShK};(3
zA@lk#5X)-Jz)Hp~ns5vRgG~4FcceXic9+bl(T{^ltViHACTVm7BUq-(61a4)H}Y*x
zQ0ax=Umv~D_UW-ruCRPogOXY^3fg>+QW!VbJVLXf>DFl3?Rr+8_A!Ju(+XujxAD79
z8bIHWn>w1}_O~Je`*O?hWL;djG%Yi>AnK)32ACnaF9QtXtfMp;ZrqtlK|)UQytJ%3
zi&ZF@3$xZkdF#hUo&tLUtNSNxF%lx}4(R~l5BX_hycEi|x{INBNu?Z}Ilgxs@D(M|
zw5^>UbxFi*`&*<9X03~XO9fPlzHR=-{ARMp*M6<;*@Xm>hVAV9nm}yln1_F}LB77{
zbzptVWt^vLcg>8#e)`KhNyf(_X+yg_T;nMWt+vR{LO<%))tw}NqCoLH=pzNAbA!&0
zt6c{$gt}8J3D-noY0_>#c!2;0Pczq>!QF4axDa0Mz=n|4zco*p*FjzzJjW)-2L7ta
z>rqUd4v*IYl<!%JcCZEU`7Q%~rQ;ktK!S3^mcmz9MC0xyXN<T6?-s_2FrRJOC}izf
zZFbzkvkmS~)l|P(wM3c~-tU(`9WAN8Mm2i648m99XT<21?84rG5A)dR+Oa6)B?ESI
z2I5u|1-!_NWcNbcVU(YQ?voiDCv@y!F+NeP0A7i|MTEs$E$#JjBnIlY*-3CL9@~jN
z#o>c)K;G15jiAB9tAJX1$Y1$r0M8YZoHm_|r~$@<U91BzDJr6EIAnjZ`QT%$x!v<#
z{_8G}%ErhR1`<PXHE1g;8y_Nh8NKe|;AOBq{!|d_j<|NBtFSX$teuP-f!EFz$!c_e
zc-*CFN@HK*+r7ZdaBO_$SFD8IH_mxnaum0!$=_ZyB1C34wF=4ex^CKHJny{D$mitu
z{q#HZvU^p;w-B>HO;S-g^$^_ffEH5p*5nPX@0i1w>sX@bO<f#3k+>t#<sm%!Re<zL
zcMhKZa#r`*A;J&^pkGXfaCA?za}&y;>vuht$N8&x&+l}ww}6N%oj)=Vw?9#Ej;=*|
zO3k=A;}x1nWQXt=vOzr^4U^xDlcm3@4W-=AqqPy87yDZohAqm_>_oRbm+?3hc~R`V
z^443LN-2twc{b&m%MS4>@>lH;V+87v^fY<k-c~}4(Gi3ZfL<T^J@ZeMjK``>%$>m#
z=FWrWPY?yX;sg$>@Kk+PJV-Ey*5;m6o)AYta+<cHbc^VB$6w_|pC!~XP8?l}7`Co<
zrH2y=GZUtfSt-uF)p;et1(#S`+U?D%iYQ5EWqv$=PE?{ke4Zcqn5p#?K+4E9IRd<j
z2kve%fZ$?B7Y~r$+ZWHVmq6YIvJp!>zFG|5JOT3wo7@9Btk@2>?`4he$MJ1s9Vz0w
ze5k*CROgdc3;mF)@nakXCk*Q0=i2ZQS)3n>y4J15ZKwM~cs7ZxHyfGpz(W3B=*6FN
zGm14y1ves*(fW#@7(M>`*@qR?pbpmzI+>X(m9A%{i%}tMU*89*VT@;fL5Iw()whSE
zVUP$(#z{$%O>N2S!ggM94VvuA-UrR=R~hq>J5LrWn4xY>Ki-$edu?@X5<;Mw_Y9CB
zj~<e>Z<1q8UxN2-8P()mo_fR(qk|I?wkBL;xt3Fm^`o5_!3{*%?roG^9%8pU1ODxx
zHdWk{Y*r$6jI!X5^;(8O2mJ^YinHsU^;*s7^jy~NO}<?bf<p=EAeM%$DB6b`ZV*p~
z%7g*jQClz&eH-ZVFp)#4m89f$tJ?Jl{OtD~*|;aWsmF{^y^UjgudqEsk~hB?9H$N{
zb3l6a9-26J0Oa?XZq|TD?VXs$q9or5LvRP3##A#mql2hH*$w?}rw>cI72XaXWA=!Z
z*<KLsR~~$oC5SjD$@fIOOVt+xH~w!B{muSuPAJ<>d4?FV#tOwmeVfcWy2RAcY)$An
zyo0T-e7NSa&g!NdBB(ifk&rUCAEu3pW_>ymB6g>dWES_Hso%{^D5wN4__FIF_OkeV
z6zPFEQ_h>$iVI-R5^UNegUV~36RD}(!`0ARUDI6PCRZALmfV0`)<u$?OZ@L95yvxs
zMz-Cl;x$8cW#q?Rc@>fk1mw|l2G11NfM5>gnc-3jy*p$xB{Wc*)ow%3D)rmXZ*Iat
z?+jypC>5Q0U+Gi-XN8sdEtvkqs6#lUO5M%S!H}}xO^?DQzcA@~GQ#3#d6L54b=u1?
zop_PHfkKzx-^J|r)}q#j(fg1h`EL!3t&k!Oq;%YuhdZ}yIxl_)afFdxc<J~$oz&PR
zk1vpIzizlR-cXHsSEBdSF4c~o0UF<pvHw(Uw<nJyo%V_NMxum+Sa#LjhD@BrC=B|R
z-|{`o(>xg0F|I{yFY@g$-6iA*Wp#b?TAHOs&^U+9G?r(UFaREd=jMUj_iLzo8PJdj
zHRPVqq6KcNzQYPorNqkG&wvAL-G@T7@~&3rr$%u1hhtfa3FCbnK}gn`iK;DQYwr(C
zqxB=}!YlMQy*%O^Kk|e9ESHPUgmvrcC-CMg<O<yiasL4VVShW~t9=E*f$ZeQDY@Qq
z6o)6<Rf*$sOHa{&$Mn{NjZ)*)=B78}%X7d$c$qR%DxLKO;>p)5vNbB3U<Y+)94gF^
zXmtf0>z@4eT{&$$ZgwW3x}rI8tB}BlNHxZG#&mK=&K-QpHHU;xIZLthxL4kyIG`%F
z^|1x0uuHU!LaGQ7$}&Yr)}uxz2JZO>#}oiLv*@7T>up=k5upQOZ6Cv_BfR1QM2+~K
zYWybkYJ4&yx-5HfdSL&|Wy5neK0o!bTIht87aR3~Zd^r1A6_jRNM}wCe$3KZYjFfR
z0#U>vebNkv964bZ4>;~jKyhLQeA51QrwQ3NgSsH($K8i65Dh8Dnc}fOH@L>Nd$o~y
z+fntM@q748!R&Z2$D=4zs)71V^so_|vA>XqiIU?=I%&YJQ4T$G_g;~;1sXrS86pcZ
z5D+o$6np(5tD^gq>2C?`bt|i-{?B*2u_7&L*gshS&zDF~EX!eqUD`YLiF)!}b#%E8
zMdt48eHQgavFs&_u!fg>FzflUOYrNjKF<+GMAc98UTB)DS&Ep7o~q1u`RdF2?S-PG
z;bVB_?)70fyAz^;!S669DI?j1_P@CA#<y)6ph<T|UWV)%0$cRsPwVYtZ@=o8GUW#T
zEI<sHI)vG&X@uvz{~=lZQdNL}P=uy)EOlE3S#Va>ysvY$OT)~6B*gLHP(X7C56fFk
zhm`|-YJOY@RTd{d;w+>!>0&%F@G_uiS4%d;wo$Jni@dOmb1ZggZOsKS@n5fYS8LLO
zc3dwC%jy(!>|${5sRYN|@D8h16^osk4F}oAEMsrsWYW!3)C0K9d|4TVsD2IqP-&jD
z1IUA1^Yu>LUvKaPn$LGHG$DMi<;6HPkmw_jPuJ`0M|_txQ%Y3NJy!abarR^oN*mfk
ztNM<Rq;m-$;!An2>M|B~!)<_NEO&2<i3-SrwsWPvk1%M^A+-hwdBU-A7bxetxlM1~
zY=N={t*h22MIw{Y1UM%*(mseIsRN%4-R<&e`#o2Fuaf+D+vb9KMOKA~JNB|@dw$@s
zFeL~B&EHlJ;|`SU@?oM8t&#=3OH=k%a;}h(m+JGaamOGooAIVnT5eJ4yVm6QhTKZ#
z#*+8648Ke$jz8*3H`^9r(zr&UfF2V$dnWe*)0-`K&Fw13*sz3i&u%#FW7+r!T7!BK
zAxoHkK!-9#Kl3Q{%wKow+2#ymgY9tN?`FVoB&-~n@OBW7!1+M@P(dR1nio?=lIcdq
z@>{gt#?$okc2mWM)zAdTMFC1^uKRMVJ`SF_(^%)&GwJC@-0GJB380Mp&uJa@Z;l*9
z_41jAR}^n4FWAQibI9kSHLNzhikH$wwAqiNq1o&9RTAXM6s}ewj<gYGnd=n^-8@Zy
zwWZJSXg<|Lo-(xI*LK!#&bWou5%VcMwTunxUNUD6+;|!~ln<ezq<T=06wlS_@`%vd
zmoJQReuvd0#t}d{7F!H1;hj*vR(;|&-L$k?qm#vfM^8fZ)7!|@f*JD(s>=A*{|rF7
z=C3H3GdR);js~kmz*yBUKvvjeuC88&zEV8o+mSs?T|T%SExa<dD?Yfi%CBPrPRMMy
zYYdaaCl{fKZnu$<BYzqS4%uLrRT9?VZRh%*#Py&PE!raqtjrp#S797`fRr;iO~iph
z3v88*NiC$14OqeIlG^(?I<s3`xp$M}tLWAnDJrRO>m!~TGsNUi6FN&%vNUEF;~_kV
zS4`<M)W9U#-5ow;z3n-!&Oo3qnjAuE&V2{bL0|_&_)Bg<zb%oE;ew6`8nUEZ=44?(
zmddg@@m9Os$BQ9EW@I-|#+n(C8_dsY<G}kXqbVD?Kky9pu+32d2G|I+_7?L~;&1lv
zMBoGNpzkN3R5x|$S(_x(55RfXt3y|u2#-fIti3t96AEJ_5Gy0JaFvl1tzP#pD}3*1
z#C1mJShl2lZ7UE^rOfnYSMTwV_0~TwHFR8mAq7&cbGw>`kncBY-=xSe3f!&EP<1<;
zskI*I|4>W5S*Ky8(&K%1H_Y7;BqB$VM(_tt+n|T@L#)fyyG;^P6$gLgu?Gvbn95fy
z*Z6kRLg(o06@d5TcYbIA&;6UcvBir8ZDZ2+813j)O%uG9YLWY;YklpSYtJ<TSC#z2
zA~|ML_!Y9mF(p3?&L+(_K^|^pF#0lah0t*aG{NJQrA45Q`TeDR<KyMFAs8$w>*8mS
z|2JO)BhK$fRR>-o0}MkPLpF&@>_M^X94E?=6)p-FyQf13qjEAA({PSl=Y+g9rJXk@
z$&0BcgQrAoR)}$L#)D%Oo1K<8vtnbas{QcT*xX)u9FE-Gaoh;lAUARl-~2GC;+>YR
zlaU(=p&skiSr}^LWvV|NPky!m1VH>U*nSMuFnX+71X8NEJ8!RE!YeMYf)INMBeXvW
z3L!5A;9qkJyIqYJWh~dd1WhO^ux!}cX!xyjxC1ZdO-nrj>#wdOC5dUlp5q`M+`gPf
zAIztq061&of|HX`YMYJIocro*JWDGgTggV>ezkL^)<uYTw?>X&l?ee>+%V$07q6N<
zK7YCw(%7$c-M9XbIj`7ncCG4zOM;@!<IkuTBc8>mpjO!tTn%L_a-7vY;n<z(KO?^b
zJfe?a^Cs##TkG4&I75Aj(V@WzZ?XJR>pO#jrV(H1-=bd^nTakB{LDA)Vz~1oSs2>H
zRD}jU7Q)v4Z<+MHR3mq^`bHmI9n<e(kd|vOBWdT13V#m|J{tCU=iRmx!Ls~{C=}#I
zWwp(I?dcEGGh3&?5}V+35zeI$GAU6Ds@mB{KNY6yp297exICHJpm`AWUTNSTt?bj5
zRBzXifezjaIVX0z)xLP0sj?im{(KM6p%c#0lZA|iC(fxm0Om!)T`4|@8^OgG1!(~=
znYQ{thaNif*X0%!KO%1VxDtKKuuq8Ix$(YDN8@tNyX0Ky)Rvf+Y~Ja1jNbTT>S@;g
zn~r=VO*7-;)QRFEW%L)@3V21i+r#b7)4M#bA1e7nt?6TYDXe`)UzeRYTO2)DwR{iU
ze!ljS8^-Wa%JT!VrqG|cO#5^>bV-3A=u)?&iH4HcU~eqxCy6k<6+xJozz@DdF?xfE
z{dScIoYnLMpe#e+Ag<H;3nYf$no?ggc0+VfyLPUw5Vf8b8nB-hhAX+U1TGnIoSx<z
zutON+1#Ipw8p#Ap;_MZ^5awV_Uuckhbl!Bad1q;E_qW5b{qgo*--_FlZyee5AD@I<
z|2U5P#*s<+<b3Md0c^x`A2SNq+NZqp)PW!uO=-34UQ(2#&#DYp&hS-UqlV61g6j+Q
zu9clG*5qnqf7<DoPrEUDxG9AbKie+kQ0DYu)<$`@B!@4EI2}ap{$pCa22quxYb3tg
z$!tP3Z&BUFLzb{hb&jDkux6@HB4h)j%nE{QsCFF0u|NV02P9-qn6R)&A?1p_mUS;c
zk5)6E$HbfKck=_ZRp=(Oak@=~SQi7m|7S^5spT7ubtc58-JS?o-AUZUpJR%ONHn;+
zJ!$WSU@S(*ru_k{21Pq)G0Q6@uIOjYBI!E#Y5A)+Uv0CYFc#-#<TmUe5^j)ABc<yW
z$vv5sXnQpz$oWVm*IbUtFC(*w8Pr{=@oobnlrAusV4(A;eAMu3)*0`J3N&OOgv@ra
z0q9i20V-4&Ay4M{3hTuGSe5@J;qin6R`uo=NiDo4CbQB_hpN9DRT05=jTGFoON&w5
z3H`i2EWM1F{UKPQFXPYhHjf{qGi}w5q99uk6Rxi#G?!$s5_@{P^(c)iWGnrs(p{b8
z6kino6A;gbTf1Aj%7isKUz6=aS1*y?_agf2z>CyZT}BIRQpcpn8Z!18fhD!E3B!kL
z+%Y0dI@AYEOS<d^@7&c#Z}`Tk#2KKZV)fgp1GgR@4d?SS@t8OAtrVa(Wr~Z61n!*h
zuTfJ{I6?eyIvLIGri|j2(@Tn37zQGapAoX5@7^my72vs|OccEh6;T7aic@$D`AFej
z8eWcC6H3RIbM>cu>G0xbHhw0GdjcRtI<!KbKUWrILQy$r;BG3Dy0$+ObQ1YHZ$W7Q
ze<<(W>9>~ZQ{lu9%ntB#-&0rb^F2WS>u#X%Px;1?8{~UF-gE%-dfI%<vB!LYV8TO`
z7$jB7?r+~ABvQW6QtH%oS~Sm%vO3XS$tPHRs>!UBs=@|Yeu-ySLS3d9eojC&&B&X6
z@+!OVSKlzl8IUlpMV$RrhD77hj1k}Eq(klNY9&)BDzhquDdOh%o@u3XFc;Ts5K{5#
z*^S#8tDCdMvn$9iOP|bam}*`NJV>hkI%a6v13x(JvO}eoMHYlAv4IK5Sb44F?j8<D
zM8bu>{lnkDZ93Bac8#^EfAOdU7Ql~OVObz%or5hpJ0u(vx?qgfV+@e|2OSrGK8$2%
z2s97*?wy~tAV-!rqlIW1X)TkDS7zw$mbax8av;sPmMKvTQsya|Zd)nlvD)v*nw%Tc
zd23jTU)g}EwVEq4;m79_+I0&`{SoS7=&fD2=zIqi2B<hFu`}IzFaleqi^$$UU}+si
z7GgJWW<Nh-`l@_{-6q4M6DvxCv6Ez%#?8|4Jg{uq4Ub2VxqRAKYjD5AT?V;(uO0q&
zBc@~$Qq0uq<8V4|40VhOQs2oW3v370<sXgN&nJNK^2?ns9sK??F<W}<`SY|kU~{rY
zGkC#x$z7ds#$Bv!{VZ)yfsxg@84L(7GjDqXenJ}0#pxpqYD*$CQD)A|IK_FH-+vtZ
zhxB0V$)rx#IHw@7O5o4iE}P$@?PYk1veaII21q(P7Lq9Iu5bs$HhOHWgH=Q!S1#(h
z!3k`y+mOSGGro&b7;UrfxMU_@x1VGXTP|P|Av8uGkXj|XPpv6824z=L8l-BSg>_}S
z$osv5Vp3puES<%#SWmkR^_gwJZM)cXx_=UNY$HwPc~KFlbasCG{MI>$Y{7iNoZ@vc
z^wR1h2R;VD|Ed{svx2%T1DhR&?e^!DQ11?cdgV8vgRvhA9Kt#Lb&TaUxMGs^RWms9
z{Vt<lk%~A8#Ma$B6;K)xwA#uP=9pb9*GC1Jz)JXYeD|I<`+-duyi)e#pLsOBTrejg
zRX3#bR$vK#LUmXjit#GdR%geQ0UA;8s%JwIR$n-zs@Tghl8X^Piw<0BVM;M$@tPVh
z7koqeejYg^u&QmI&7S*WAMwdI)U~tGdChG%$*x0PmGPa&3m;Q_5?t1)HgIqBPPzqb
zTZUAyylXfA!5Ty{31CRU>i`Wh_#hEa+Gge827o1HfvS|jt3#W6tK|{j$b?8x%l(>H
z1>uNFuCY`+CxxGF7w6SrrPB8j-da-s*J55&3Bd^zK*VY*jkD)qVM8Q+7;?vFu5QaD
z?5A{{dXe=9YfukB5|z#|T94zUripFNw#=I@cOaKQwVrSg@rQ}i70s2+`kbJW7QX$u
z=C0Q@avM>UtrcF(7CSBJx#)g370zNxI<~1-tidvQt>gQh_^fn$JndI}06rx#f`9Qt
z&79RMFM#z@m3|E-gYJe;CmsZY6azu#@7>DlRiI?)AJ@<iw9_B()?}2la_^ygdv#q;
z@O8Cn=_FOWy~WZKpI(lZ`<SQW6QCmh^2z#6P^xt6)H$JWU5*@mfC%YkQ<_4Dn)p-a
z@K&&sbf}4VWn2~kR=u!ZhbsApnsZH;F^2dD3)nmz?4Bw&;W~Of%gy?QrNaUCDd>R?
zr)Fh;l?7mxYGD6dE$H?_v(OLMGgCO4wBGllAXli73y?CumdB)_gLXY(fa;2k_9YhZ
z^j-)FO+WR|W0E|^>AxIYog0e^S6djD<p-ijp~p19=(A`SCkr4j?WXr2o0|r{#Y@mC
z$1-;efdEl+Epo7k<5_|`{vlCRq&W#~`gDj_9kqXO=U5kbPC}|q%Oy6uD-;LQOVn=p
zt(7Ak>yZa}fk{7PVmvPn{uC1xZ@X3u{5}RF(U>o%r=b-IkoBS9zP$bHTL-dx-78gn
z3vyEDsBilx9R4>1E;{g{W_*<ugO3<*GAj9XOe7*vy6xO|IN6Nd>jffD%k!2mC08Op
z@0(Ki4HO~$e7i%;Nx^F}_L}~mNnpM<g=2m)XWH&G1ah04oo2DKV=WTmprT)&S<H=@
zsG4XGr{7y#>?7zO?G%VT8)0s3784GWDf6Lld4~9yM`ojCaX-AS%fZaz+FgbH?mJ5Z
z4(!CbLajG2^B)rVghhXi4%|twK=w!4MeoBKsi1n;;10pQ3r{_qzAA?hJ&sCM+<h`x
zuPN#oGpxeHG*s3v*KhsB;30&F6`?E(f)1iY!u;b6NG{bTjcI*mHIxHhsdjB;>^3yr
z=riKWTG2=(yw!VPk@&C0raOgWXi9t!mZ+=iEGA$pgxj0IW-0aaq45*_JdElcePBNG
zeX2cP>hUltxMKzE%x=6VwhAb8P7;;8<F}TYYU0ijbh?Ka;7RXBfTx19KVxWsN8P*1
z<Vs%`GHQ>MA(U+$k6Q;yg5_O@^fZClF!VLZYuFov=FWlL4jVShMC;Yuk6v4xE`oLD
z;V;;r6HHIGe(}(&K=>VEJXYxkSq)pnnT(1T=SOXct786zIgDb6x@q99wW_~0MzV02
zJM5%}yH`Ek)GIO5>6*J_Ao!ycNmecQA{>^3o%@J*>gXFBgRmT?icG1__UcUIm=lm1
zd{D07A(jThQqC`jV)LP)zxc>MOf{C(?w`Iw>Mo=TJ!;Xo4A$cD6>S^ox7%gOTlYk^
z+35AT_kWPuU{v93Mt<&3YTDkfys$eBwPORmpoHxG{luVCZp0KzHQ?`tf!&MHN$h#!
zlLxzZViU)dBb>O5B%>z`VpEH?gHrV?2n-MfvAV3#R?ctUKR6_dXWq${BbzNZI&`4c
zYo&)***M9SoPzh47!=X3@*Ju2mdDMM;Wx8V@+9ksl>CgXHdOOuQIIJnrOmN!y>0&7
z=(Mke`vsT4Q=;@k@Mloqg;0=CkiuUjO-D3rSZQqM-2um_68vKSwC3CTLgvg&=7nx=
z*@4ogOt%;V5dSSh*)r>6()Cs4*S3hr=bxZDOmo_~UyFxPRt`e-*Fs@hL+Lkg(&cf+
zOyn@pkqL;7g739IyGy{4@jpta2NYVI+{IFij&^z?>QA9|@fFqkoZm~Tmmi8M?>a-Y
zHj@%LNJFzRomZOmcN}Y@YaAj(564f)ZQjrM=OKoE1d&v=9P5<4T)SpQZt3z)?bf}e
z9zl1%+%>Z^Q8X;5`$hU!o`i6Z0J<jtHq}F3c^R;L=%3skBLL6FJ&dY+7LQ9*N&EVG
z71%m6dY^2T^;Kae(66zhKbLv4uK1KQur3yZ1JJ@-*k0-y=+UhCb6aab2ROZIN$~j}
zJAXWi;<8A@!@g-tx4Dw3I60TjD{ARrb@WHa_te-~qV?%ya2Y5uIQ;-#wa-~M1BMu6
zu$d}DOqrVZ#2YQwi-@*}M7ckmn1b|@lUW+s>UV16O_Zj-zNb5uvqZ}BE`{ix!JDXO
zFO--BZu&@jHPBoQ$13kO(3gE%Q96Pp1F3qh`f&xqv(+<o(k_Lb@w8>rh?Akl?Mjw|
z4^4Ams&Q-VP@|mlfL6LBHlGdJI>sPI(>oS1aYr<)H%SZ0C(uOK`e7m|fBana$-@@s
zO>ISV31COG#1OoxWl`O13M-&K6A1@VDWgldPku%lg1vv`7ZlPPu&%y))G?TQD}Vux
z*bc}jV>39=a{6H8gC>Zp*??u2cADN~v?@tr)<itNQr5bvA~E_s)4B3ewj}XA;F#HT
zvb@cdJoo|5^h}YKY*lVaEPVcZ)f>1(-4Z|xkY+!+WIO!vG{=Y4o{=mfDaY!q*>-t7
zXiLwY=0TJi`GWJrR}Jo<Z!5>XM8!sTQIc;qgIv5Pa31n5*sgY0zq+4M3)7j5!mIH8
z37bY+owN3ED8x><^|@xFq!VU}9rY5ga*LQEzj1{~X^3<=C89!o)<tnITs#cs?{P3_
zp1EIty4C84ZA$0b4}Y7_UwwDVpD4G*lGc`EZW{$<wp{f;-IPC%m0A9LDtTV$$*l>p
zGBpkqF7{4G4;JD?B+I_##o7BaJev_v(nvd(ywF~wcZz`;WCBt=T9Um@*(t08{1gF>
zO0tJZEQ6YNqM#J4OR?;modi%)0jMi&;KphQxy^q4vh1JNu*GUHKI|!TN1QHezGz^W
zXX7F->)J$T4*haULe_bHSD}<U2KXeeaM<9!_n4wSME+U(D+O_Kv5iH;B6orwxU4*>
znJ0G}^;Hns8z|AWsiF|#p2A#Uf+^KB4=udNzk8s7$;{+)@iOTtuyev)>ZZ*0GF<34
z#Jv1~LS$utcXi|A?)~;)oTW&mQ#;8tZ0!11{INrAWcc7ZGqi;GQ~Tof*UOJukJpvq
z*#59wkW5tZZdWba*u&34Xb%64g0}*?LT|6jg6xk@|Lr#n80Hu8Uj|CJe|+vH*vHV*
zo;qOVeC^225NzD}qgIraKIPJE9(=6yn!N&4(edEc9w;F@P3f~yJhny2v;)C<GINrm
z8ka=ZwYoN=g<J#@*se)4uZt?Rx2r{PTW$A6$Y;gl>Z=z0gxFtYsmMOTrRWtwmW)P=
zjp4q_LWzkV+mC<$UNf2?hDSsZry(5+n|HcAL?_8uO>ER^tmy5~LEc5D|I@Z6MUFCf
zNx;=WrOZ*NZqg`3Fw)4LwpV^Dc!_l7jz6we)0dHE3cSmeo;VvE*)9bW<S6+e7#NHA
z_0~by6F^iLLpbdd*^Y?gg7s$$f=tSrFSnX+yxDEZiNKHl#V~8MeW&P*QEXf19gqre
z#j(o0>wIc9OHRF>9RyN<t|-vE`r4R*g0KGw=vk`oqE!{%0TlwzrT}l8fvjKjQONno
zlNfj0_L|;}tiWfg72XUB`Jcf6=vxKjfSqJGdx#y$4qLF@jp=?N-js9D@HD&i6U@_M
zdXX<G`b1^B9m!gsM|@rK7hOMnYSLOFenoI0DSDSY`?5bcyH17~iA0e&N$%O41Q)^l
z#-(A{n1}JvLzP`}zjUHQxWsBD`o;i_m9j^8wU^nJ3Vbx4!)dS#-U*GPR(xk8{!DVs
zKIAgzjka$@uFE9{TLGN8@}j>Ux^U)gB~Pmza#03C+B)kYwFL#fjw+V-HHs6@i<?5#
z!0hJaHgY)(FSpYPJRUX{RfYQl-}Z-WqBF5`(hsMg-Qi>r4yyPT$Lz*v4+(b<@j5-g
zOvu49^7?GnW12OszGWUM`kgNw6TRy?sQNY9wkY_nA?<WL8@kqprf;cwz7rO1z^a4@
zFWY}-hZdRl9HgS~GX}6YtA@pj@3qY-5eQQTRKI33%0%A+whNg}W&n~=@t{*T?0u?i
zDc5eBL~`en8@}{j{i0SB_ZS`TolvSx%yEhA;=}ea1{X;Pl76`z$_AJAlC=&BC6{(=
zjF(v0Vz3Tud<--QtbU8PdAi?qnq1TL-g+k(ChGWhAJ^Vn=Lc16vwW{o>?O+jz>s)y
z`t}1*(Jhn4e&79xZFZhVFJTixSUvi=Or3;Iw}%eP!=APS4NKk=1q~ekkqxt<(uLg~
z8O@n*9RR6z%gK#>VSoQ0&6-~-p15j$0Ek|)ZGOjF^~Q>=%>C+|$xNvS5VklS`>mC_
zBj-j--AS^gI|)6gMUNIO+FcZP!6I$2y)=Mb^dnZ%8#2L{;pydo!Hq|+#t4lxS7<S=
zeD<v($e!$s7QT&D@hqouOeV`24Q7Ekkj%!X2m5dNTUVd!nrYQG&0$;UuU|_bafFP0
z&MMraaOdmKP(6#06CC&e@_FkMU~gR(^2%C!a*h1bORJ(kYDa~+D?9R~555R%c+A}%
z|N8Jv-E_<j7vWXE(br~qp^9g|05q0h-ube5(zWC#<GW`{Q-Vgb`-yx^>3i%Y{t2j6
z>677pnTC6ac&<Cb{ny9|PyJU}%<JsJQo`qdR*fi1R7x+m0AA2-#4LG)5q~jsGk*u6
zZbt2OG@SGUt>krMP;K5><+<!?#j22q(q_e$AW4ziGYURXv5S7h&*Sh78-Oye+8L$>
z#*iwjHNw0m{GS=PkKvgp9`9AaQTcc;&&Oz7Pdoech78%a3LBrpbS=F)pn5-`xp{+7
zz5A=Fd23(?pd@jya5lPQ^SQlazi)pA^erMCn3wJ;Z)tb2O?_x0BBM-n27OvKQJ-~=
zZ-Z^^?e#w@ZTO&=K>xDi_+Am!b@c)<5G%+O%>nniI>KEHQ%RQXMEh)t7HaxiFodfU
zF>qS%=vuU*iZ6=MB}e@{dg$xiG^3|r=F~++^k<voNJMls-(AX4OO!i>0K+p$JxlYo
z+llImzOR$w#`6e4PLBE*?&0)IB;8!h5-GY&VIDT@ugT->Z7GIisz(s3nLB;m2)Ecx
z{e=}Ui@Gm&4_@NwK1kgHat}Hzei%b{6$x<zxvpFdxFAKQ5l7!=DJ2bzXx{9bO0!%C
z#f8;Z$Cvj``nwF#pDRe;$vR<*ll5b4Cd%ALPQDmQ$F94e-;S%=;K-5$WVybNF8fxE
zqs1|_Vp((eSn;p61!(Pw#IFAM=*Zck6YlO)6fYe!^5c<2>$P034{x*9N3R`+c}bss
zw$e99u&WdUEv>KXB@H>hc1(NeYL3tRZ6?8XOP~zFMv$(U`o$%?TrZs=SR22RAV&gC
zLRjFG#W{UcwHTD>gd9LCBkf$)nTp%JrLxW5Z<SY+j?*b=XfbkMs&BnnrjBjYLy}h@
z>-yMTfk}7xm!FTzG|21phi@Lo!#yj@I{EU6Coi;Sy!q7YW8Bhquq$e~A<yVb{8_6u
z4<P35y}Kor^02lIp}<3^r>^l}tO&Ut-VR;`7IN>i5H&w|VUPg*i=xqok9sbNFs8aT
ztflRlC@de4+3;m0n?3@6EpOGoSnVdSWLVZ6y5d;(GrRfe-hi=z0^M;^T9-CIW5!-<
zNttSi?7qy&a7v=_>-ye!T0h6w;3L2p$|Wq3Z0MK4lz!7`#=P&Lw=~K5^b%g*GG~(&
z@PNVE*KTdHs?dkIC<Ev^i>@4q84XLEhfso%*gb{Q;?_78l)*rSLrJ(n=OSvf?pC?%
zk{}t|X&lU@6d|5SZ?fqyHirAk%F)=SvoO-;kei|rvgc1(Vp;Jhn*@&yp^axCI~naC
zm0;!gRE<%dpUOZn5F-~)$DC4t{f}}cVa$t$KB*Houq!l~i>bb^7lW)+O4zfZIG|(y
z13bbH%)_!|E^G}#e8L(me6YRE;DOC(8~g&rIMIKqdqT8xoBJSWaFI=KL8)g+)!?vW
zt;{C}*~yh4xwIW%umYMfzk$TOKp0!B>^@FmnRqmwjrSF@;<e%*=898gad%1ugQh{I
zN*XuCUp5b5C1}RE<YT3WG{IM8SNWLe)k$WAIo>?ELa2D!{Y>PhVyBC&Q&NEoiZ8KB
zM@}(EecWs@6eUb(%poj%_1x|7N}l6mklmqU=-ohy{N7b<<<z#da<;7syZ#i0q&^2d
zanFD(iyyNssYEKxJ<L9kK(+3d@Hek-KPFSsxL2w7QoZ7tWI~ODeX;f8XHOE{6Dj`|
zzoxD(->9PH&tpGc{d#OpRQBh?0ucifg(%F{{snBaLAoUO?ek2rs>LnpO5D{gGBPd3
zto5t57}dEK4DM3Nl|35+^0h^C!-9-mFDeWjD&_8el>VUXw%Y>RElqtq;bsj|hU+tu
zt&<0)o)3?L+YcpukZZ?SdX%ELKwJx?i-LqYlQ_riO$jQU+5QWD29DQ)<F-DI@vf2X
z$2S_gRqnqwZ!MAZA6gic*xr<%$U8i(Q+~14SS%PvT4{BP_8WjB_Eu;N7J40D6%}z0
zYW8SXtsPH5FCD-KG}$}Rbo11kqvfF+p$4p*-FtXZk-U(A&G9f(^TC3jg{kjteuPSU
zb0rS;@=#Xp$MT}1%aCh^fhb5xg`VG9tYZCOqRnyY&;6m%(bFB|#bg_}m3Cgw=VA6S
zXEmqCT8ftEX*0zN=O!$TSCph$Kf0~JplY~{Cmw;$O0Ic%d2L@7KIAHmsvR(#-2ZjV
zS%z^s7i>}YPnoyzVpHB6yW!1ycpPPNl5DLmEA<HcTpTa}^5?tbP5A#<JMVa^|Nrmf
zWbeIqvbTf|N6F5JWQ0SKEwj+c$PU?~%#4IWMp@Z=J0&HFV^eVs>fku8*U{&D{l4Gd
z?|1!o-TJrr?lqpT=kxKnKgc_VMQKt*rQt0(m~za8Em`xIc%XYb593id9mPuXIQUG3
zcWOqYtcq#|8Foq*)RM854QcOCcd}Qb&gU$qy^!0Gvhkn3Ruv<gaWbFCU>{o9kYdfp
zZBe#<3tOkzLE61Y9>7-)k4|A0dmig-iIbCR(lbW!JRVj=JZ0AQAL|65f^VkR2zlbz
zxiyU$Q$FE;mItBG+4c+n;3WeHZ&s8vUaHMKa$$Z&_C47L=@-2N;VVRk&MlpB;}Uk+
zN*nc$%X!zIyFq;y(oEE<*wn#Q{(JHoXw$|;`<+=PCpSG<7AcT}4PUeK(J$evtoP|k
zuclQ$h^`{F?It={HapkwTwe{AS)t^^nhf9XrH_*dWaFLHfd-Z!P|;Nw;0qcq_w&ho
zf%r%bpwppDPp=&+o{SvNf;+QtIc_C+r3NT@JNCz6pUsOpeCk@(V9q7(6CEuD?du0F
z+hZMNvSqtr8&{z0t6^<DxTuk%334JNtW%gCHt+8mk^7=Ngv?DsD->gz<*IG6k&GyY
z$m|obACtqvtJ<1M4d+w(O&rTolhyv?Z8qCUOzC|_j>KBi>hjYd920(F!O|+IS5ZI^
zyC2BqmO)IrgJve@lR@KDK<Xrb@Bl@9^wp7Y^oZmHOCiqeE^*$TLeTYf3m{>gy%{4*
zVA?sPzGEaLyOUUw|C>9;;n!j(DZ4Gh+O3a41jT~rhcWfW`$k`fh=F7*J@>_VQPuG3
zArtDf4C(w#l`=!oKGve#7i!*Y{P}TXEXK^jv<SA#Qx6(V4R}J?45xgFhXtM}WnO|R
zm0pY#F3D0#-mE^n%xoi0=UZCUURt)2Kz7jiA-N?^MrOku<|h6g3SAMGfUgV(9<0J1
z>cIZMI>LheNP`_uN4Diq_>`4waE0&e(%s<kwEVF3O5s)a@HKvCE$7qYc21J_e!XAW
zw<TF;V(nuSKYPC<OuTv9W^8U*3A8s-HYK7R!z2q~TZ}81YY6Qv+Zz<NnSB1F!7zjk
z&jQ;w#FzS3YHiN`=WOgV#o~1<$%0#PYvsfdN{dUP_E<lC7m{HU$eB=-^&GPiDkGK|
z4u;}oK<UTbP!TBT^K%MTxW#_w{Rf_*2<q6{JxrPQAY07^_v*b(ThKl?v!jmvFDa3O
z{c<P4N<kQtuDKdYH(vh?Jo>ABcUp`B{eXZyP+{2hVH#vTJA7~QqX=z2OLh>^x9cg>
z528(QKsCddJi!mVw0(M4;6yJHo==h&)hJLH>h@bet2ZIWHX4qZV1$V~Q(A$*5$&0E
ztd~^}oAX{VsYX55(vYT*v}@2S|E6hkXOrD~vjw+_7i}Lte=@RNMi@)})rPFlK1ibH
zGE~Q}PQX;qq>~o9iRCEHYQj)*=a*|i*&l;yl={i~mjm)`M?Nt=JS6QTL}ue+A|Ap(
zUb_8uXC;k{Z?EXJUxth&dI6&~!1&N-XJl*>CQ;ZzAsUEg2Th2_Doa8CG$AzA)?G+j
zx@qWI>TP}f<n6nXQ?mKlQ&L3jAeO*e+15SBenN1r$~*Npd@ip3;zIE1DDU^|bRG3U
zjGk>RK{RLzZK~lM4OVO2x1P;&<6*}eCW|0vih4w<{wfw21wV0H_&hzGHlE54<&yov
zgMo}+o$cm3AX|zBf>UokuZmm?dU8I1Q<Vc@9krl89Gxnx`zgIoWmU6qA)HOAEUb8d
zWIb>Fh0VuhCz`TUU9~rC=ek_3?SoF1iSu)oo@_#z6)}YDicRTOFWWG~&j9)B)b&72
zt3VN1?zi$HpcKA@<eR32!OECx`1jc~LWfO*n@Z6i#Ls7l+Q*Ys&&sxW9uGpovsWP#
zE7^tF2iy3yKNA@8gSfVVM%+Gj3H{Cm2pF&=G<?v{py)V(p8V8WqF1v_#R=QDobh+5
zK5wv3k0fr!mSv08><J-Ddo;~M9uK=f`%Solv2KX|=<2<TJEb$4*>zE}EyI#fq<*@L
zSX;xdNrSF`)9EDfXo^87JkBUQQfD2tDgCezF1J>WU^-;_HMv+W*Dz$rhpG=2Pk^`9
zs1?sijTUfrx89B3!M7e8ly_y2mCz5z$erx_8V7E$lS%D4TDiVqIHVt54LEh0{C7Q_
zgZE<io<)FZcx|YZrUA?XxbQ7Q?rw^DVU~wjd)TF)rLn_cu4$GD`IDk_YPcOOasirf
zE&IN7b|-GzzEt{$)<r?x#YylW3Fg`GVWC1)XIG7qEz(!q@Mk)_N#f>WMyUFVB%zM0
ze>g}u(g_E8e_n&E-VIlr>E|VrHS90+JE#fLLKn=Rq`s9X3_Ra{c@hL(__{Y@zzqHn
z2PwdK3$~(XcJUD-vMaDd6N!_|bCwgv!M^*(RR|yAZju#I<IpK0a#%yz$zXC7bV0lZ
zvydhO?Uvwwwht5`n~Q0_r@P-Z1tP{;L1c1F;YAc-1Z|@5qV%DBVC$owu6@US{jwTt
zWgwFuidn>zp+SaKHxM6xcaTi<{x?JFzu8kWRKwfFBbfp$4yM%0T8Bkq_r7I>A)VqO
ze?XQx4KFXRBN$pHx)#Sv9<y}}ho5uY7(_Pu60awaQNLdxUM7!KsMmzTGDV?{(QT6=
zQnL%gDd%42Vob@J7E;-HrUYq9(GuxF2Ok1(GT(9cPb9e;4nWQF1}Dw!7lIR?fGK%*
z(|0c2JzC|LeZOaxHxiJs>OQJ16($XS9A)9O=UF%S2m4>)BNER(Da06fUluhQFv%-u
z#&ushr-w(8EC`7bWk&MbMxZ`mw8?qO*f(Is=F1>bHcs)c@Un=MPA|m}EBr&G_B=ys
ze{zs5Esuit^PolWYlmNI2eXjVL836}PYRbl7J>{exqCl8>-GHg|DA60|1k2F@TA}k
zGy-hdB;%Qjat-c_*t;$0i)KAB<T{iTZ4by$HYdzxdZe<bRI<49*`S%)YDz@|`+6L2
zQ|L_F_nd4|;-YrfS^1O#eq0Eegk+aA`Rbdndv{&?_B?eabTNgFHuR(LSA2tggRHb}
z;Fu(Q&$b=x-x&)$_IOL_2jRm_2Q8w@L-32}cmDR*w{cpQytLfPi5szNFxA~tMPAN3
zi2p5|_T3_$OV>`)LnCA^A9q4H*!S>N^SzhS<yshauP!pxwDndY)~R#@D5&8}$(y2F
z+ACU-ZKVl(!Exr+&rbRud4Okk8JU0H?bC*mBw;UC_y9Vh=2BXWK(?l+F-gAC0cYYB
z!{95~N>c(I?TDU<yQ`y59XCH#IPR@arN;cVmHZEvS%i*iI31NMno*qvCes1}O%LM9
z%^tFTV^=E<{Oa|NRN0&in8w*{x<qNA8$**??=r7Ztt`aK9Lj|fLA#fG=wIe}as^w+
z&ar%KZ}7^HeP$raA6iz1#Z=LKjBj~k^-3jET&=PSEYOuo8jP6Tflrq{dd1TEbou==
zca<k*pHxAC&lp-F|8Z%X1Q?v{<NRq>-3!7pE*$R92jN!^TujD0p0-|4JjsR*7_FVO
zbr@*jmrRyisf$#)H<x-P?R=Xi$zl6dG`6d}&%z$dG=zH|lx~$PU}oXtc1Hj#+jy{a
z{q%Brh6;~TB*`lzd+Z7A<|n2bWR*GSBsa?r@QJPo*kO&O=F^emXvbET4C<T!XZ*iy
z&VLqQLnm>7IhzRa+^Z*sJcq88TkeeM(I$J>11!Va0FcI#L*cd_hmxyl-y|tw2fJv(
z?lmMClB%~s50$24E=OeOLW6yXF=jHpxZ9e-&z4j9)!c5foKr8;hBow4&v_no>3^*W
zF_m2rHda#)%@nnvYDIu%PtC5~?|(FJx=SwyzW<(p$sru)yKKjH=?PP~^{>11d(U3U
z2p$VRyoXHA(L&p&lV|h$R!EUvFd~ojwcM3G7)sAFQR}$QFI?lglxA$3)s8HB4Fv-X
zP!)dc5m`F@_e~0rGYnTad=lcm%$=giZtX+d%=C-v<rUe$=!u0?RHT+w2dMrp_(&~+
zlZ=04r|?u!`9D6>Bo+CjMWdCtx&?LGda+H;S);?6y<5`WY4<?WChECXYz(MR<&Zst
z5HOc)7%Z<t`aPE{VZel!V|LQn1!Vc7!xQ*<ZT2CuuahyU?6%FRrW+>v*VLm*{0Qd!
z$D+nwBa$XT#o!KZ!GY(`3FfFs;{`tLH-B04$-%LCM=jW#`&jdWn?X3~yWYawO5aoS
zCWDHDV{MI7UB;sp6IQP-P{GEw(dD}Vn&>{v4CcP^5d3|8Fc@IoY6>~=oi+(BL?@8R
zY`1C#uTS)D9fNTu)e_b97sjg@I1zOd{Ou7FH|MPqg~zts?JU0i=+kci76&btP%72E
zD2;9#2yKEl7ZDo5C5PWFJn4<ldc?0L9zLNd2wh=+*bRV+_Ca9Y*8^HdA71@cnEd<k
z_IKqO`4g#Iz}Q3^JD<wjdEB%IkM@mk1-k7XLJ$&gRLHcvX=nTRNHmDZ5!nSHe`x6z
zg?3sfMl1``9p@mLK3X1La131*u|GV&Urw{0Lbm{P6iV6`ykOX3;Ia4Lphv72Es5y{
z3_%L8Ye34jFHES`)0nehSsi>~l_uU!uYexHe>WMtHsr?*<;>oK5BmnUk&Dqij9N{q
zsEz=a0m}|ew25tH7=>j3g$JIPRy_<unH{hJ>n+pdLk*HIyjV%sv0f-^D%N^7%$}4H
znhG|gcAjtB>DrO@5nvr>8gA+p?&Y+l*zGAKA+d`zd{%%wQ%I~0d4y{sQtEP<x(lr3
z5&D~i(DP^iue0oiia`DiHSq?_p4~>5-;}kva0bDcNyD!JrQuPL>yIQ~xO}tPHQn-1
zHmI1CFA#}(iJ{_WpB$1!)@ZX^I!j8oey*(D^V$(NIc#+;Ya`Ze@U6HQqr7}gwbK7t
zVGGj@t^nK6VDwj<Y|Wo0u*?WI09a(o#^4sbU9w8l>%sFI`*jYtRF-Z37-S|2>s<fM
zP0#_Nu^)iuCV=d={r$rMQ4Msw?XmD!GQZwF{f6))Ir0x2lZoL>rZB`)W#b0F+pMI^
z@=hQz@v(P=!8BZ_$=UYw=-OP?RC{wSfegfeGOaSraS=7R>hdkRn-Y@?PH0|w79P-D
zTHch=Rm>*}B31V-bWu5Wr@!vMUMZ)Pl877N%$HDSWq*I2deNrnN*F0cWcp!O2T=I*
z)H?QDKEWR^JrWCf6)Kgod4?UcYtFge-mR5<E~)PJ!etJg;WNo0WgC<FZjY$xn%tQK
zL8m%LfkoEV)>XoY`fUcK(J%>lCw-}xpwWJmvPzT%U1)giu)z3A_Kf~$7-4Z`!P1hl
zI#xam5x$Ib!Q>_`Qk^us>dD>{!VD&Rt?;1>eyD!3)!G9mOgp&AKS+TzJBIMg`-cvf
zD6oirA(7EJUIxq*c$5|p4VPgkBx%*e>Ch6AcRUw>G@Vv%<mKsJRO%*<Ixj$Mq9XZ`
zGv|!h+0w}Jps0%wQb!blq+)hk4+5u->`lM_`^Oi@;S6!YJt;9v@az1KN&_%in8+v1
zr!GxtgNIV=ba$Cg=@OGHZ+7=~)6$b#5T_A+DUz&D+kDSDKdzfZvcZ=aBXL!gs!9sg
zIc?F2tTDHho;4$%idI&^O_n^@eVDL!AIKqEpO-<Kiiz#k#ggPg8{y7OU`4n!<1j){
zL<G!@U*Y822@apR;w_>0SA3B%;L}f=-0|~i*x(MSu=DN20eCXlq(`gRssqjY7?W-J
zpbC7%eCl*qr_tK?s1Iv3&|XD6!+4enXQ|6RKd8wpvW88MqnIgY4qSS&)i|A%PS*$5
zA`yh>vNc3YqUgMe9w)IbV47@bM#B%zYsSSS+7?~nf#D{}d{oiSpqx-f#Pgv4*Hd4!
zRYidJhT3a3=_$iTAMtDz&4l9RmC6#rX&=pIBgR$C5PRt{X5n(K3epVbMugtz_DGaE
zW{jmXvJY^=NWfH(t-hJCGVO<%<Otj(v1Q=3T)mzeC7c^Kg(SU7cz3Bd42=O@EtFmR
zL5;?X(Bk$>Vb{1q|8$IxablnU83PXi`t8KS$Ym+-LmBaTFc(Qa?8B+y>&iPH)Plh6
z8~q%~u;~XHgVf0#`TYJ52x46NeeD9sL-Qp&wUcW$zwLD9od;k(^%#1n=D~9#jnIu<
z^72%SHlzjjjFh`wX+(AHuY8M)oMD|J7(hcJUTdG1u9Nq1P3aV|cRa`>w<RN*0uidF
zoTVOekI2y5ZM()n=sxxyaB>NG!;f0A#R=U_Uhk5ad)seZm>D1_BmevRsYruPPgdJS
zn?KX|syC9taDY`CWPqTftDaaXO}ojqkn^d9qsk=HtF^7xF(tO^kjd_a=vo?h(eq^8
z&TD*_ieD8GNyF#Bqjd2S+*v#s`7u<Q#GK7-Sh%GU5-?bDkKsn}a8>OvgEZ1E^oy85
zn>^?h6du8YnRT{P<~cjU^11Z~dH&@o@fagC44UIp6$Gpwe<xHMIS+#I7V}423A-kn
zrT5>u;<Z{<A;=3s9n*ZMy~N<P`a}94agDt*%OhDe3VOn_&Q&yJ;$ijG00Oj<w|iPt
znMOh=eg^n-Cd*|r=oT@P%UQ`04Z4!@h!>PHpQE)5h?^1O4?shfBb6Od2k%etM-LAx
zOCAD^<Etj5f#bVx_vs;^et7%;cpCWAlb6m^_9O34=@U!48@RA)0MAq*%x9tVC3^{X
zdTg{sfI}$Kmz;)!A@G(f=(&-}O$yQVu%U=IMoKS1T8bfF)mlQbMQW8$*F{V2!SX{?
zWnu##RvcogIvM^Jc|}(STZ)EQ7Rkw^pg?(6h$ota?UX-E3_`7gnRDm~vRzPBXa<bt
z*g1>QWM7EI5~)j%`<5nfs`#rQ@@@QX3=JpK5#;z0{?d0n=fuMVLOZe`Y;Wv<e5rkp
zbKY_2!Mq*ugpA~g^N;R}^y|m$Nw4tfnY3KGEbs}OmUD%DQj0ReEyJn*uM5YRP5}3m
zNWnqi6{W{QY!n&SB10@3h6%5cMRv}FKa#{L(S@mXo!x$AUElrBE0lkCulM_pr-E%q
zHz>9{ZdPvpKw948m+Q=y>VV-Lf$Qui6JXzD*@SG=x(p?I{4dKC@F`kV!et~ivso8(
zEi->f9_Q>3xcdY)E}MPO;_x{tGAW{9D;|*!Hq8%x7Cw{d&bZ4Q4iRjos!hoB=OWLR
zNyTCnD0hWn!8?&Phmn#nnSD!MZEBwI0OE#DQgRqf6W3{y|58|Uz6}$<ru($%^x3e5
zOH*x!@*kr^DG2kMf27Pf+|ud00pP;u{*k58k9IsgYE(N(moYOuA<|XTtqfzyq&J?z
zCHP&xQ+X0@!ZEly1FhzqiIE-i84Et$hcDA1Ts&txeHr(9AyJHnS3A+d3#>QPd^bpP
zP%D_SXHv4KPyu5EL8|p&xw7Qx-F@mBqhmS5PUu=O$-aT(N41r=FMKQDF|xhBC~DCT
zACknb|818${8|oY)1GoED?w$?8&**`0mX{08k+PQn>ri&H%=ZRbxxR?tQ+>ZVOwZa
zCcKHGL61I`4jmP3$m2-tY(^F&5vkNj+_4Ve2Y~`o>>bFJv~#nQf_Yi56{45Gbb`Y^
zJ{CK6G9D;$7<Xz<;B6)pb!kui2r|CuxktVYsRskVO2@ILH98Fig7E3~tTq0JVfen*
zasNt7{BCIEMDiQRBuDXD{vTY|mN#B-cHzYyYyUKYEvyO@CO1^qai=%!vJcUv*AbV}
z^=$?6U70==^Hq~E(h@Bw6s4R~%R`Y+SVG8GDCv1n2V({5tv_RA`A6v%3n%ue>*wPw
zDh_}V>|<xy4YJwRu?roXI?0^o)UOASy>RIlzpXBv^Za`q%USw|%irkC8Lgq<C^=Y(
zSS1g3dt8+XSMh5t0e+V4Q`1W57Xr_oygDf-U7$VCazfR*yxr=C@I+fHeun+4<=uR)
zpR(GB-0a}%va)L|_9YX*Y?}Bx^%}IEz`fzpy6t=D-ZcI8&yCiQ;`zztSnq-Q414go
z=Pmk)=Z4ZnW1k=`d#STD9tn&#ozW<7TF*a6-*9H#odhRt*NtqB77bY+nT%qS3CLs*
zS#T69QL;_41S${BP~sp7c4%W^(6G^#NK0{i?usGT3!24BsBQLLd=>0(DJjk^B_t^w
zHUgB!;4t`^6Xt`W4qr^@B%HV(*`X&npeqBtxWQV{o;t0Yp@X0TkCd%oJhHI}(mp&c
zDJxyh+CdAqSuEH+<ztu<rVVM=G(<k0=Mc+1qmB+IBjKzSOO%fx<L+Bb<0pdAE|H5J
zff+U>q1Qv8$R&F0Z@=dhY{Oiws6P3sI#i|Y?+vo7z!la_5bovn*zJ0}ZoKjOh3eSf
z1?`}*@(=jWnaBQL;J;?y{|o+m_&l18s_^h*c{jinaecCKO0vxZ3r+<J#K_HVUk0}k
zYZo1Xs(nHyHkL0$Yz~-A0Ky2VS<pH8T&o92gn87|)Y3i|pb2@vr&yWZ`=Be)slFJ4
zpi}xw{@WQ#o7!n3`v?4|^e^z=L{}vFgvXCf=AUk>Pb*M^O&z!u*~QoI4E~g#>r_0#
zWOwlBByyzo{#L&$>9sxfY47&?GUk$81OEQxDavX#BSK*(=lQu-&ULbgLlnY}be0lw
zVp(U1#Zxn6$<S)RhNl~~o7R!V@u5;q9Mk&26o&UjjrU(jVbWu&8ups?Yb^7lWS>Pn
z&z=dzXfiXv2Z1E%xF0m#J{&EB2JirwIV<-OFO|TOVfi{0iTP>ld|@O0&+d)F2w>fV
z;l_+nBQu{9|C17WqR^8NI9~6ryEYyT9fEt{rQeGj;nPhH6Ks8U4B5nGAL@i6(UMnf
z{`;nU{-m~_blHTo*{6YF;4)Xxf*5TFndFKQdMA>au9}S~o}6OW`On7+^Byv8PlhF%
zgP!%3m2!ihl?7{`&WiVB3zhDj&6#iCTnBNG^szjCdaop?Ydxx)?_6u-J=HdatIF~F
zF97inMfy3TN}q7_gYGEGXi;X|rez0JP5YrcX~$rX<#mqg+H2Y03+F!kiv{rigCbZf
z?Z4FAlD@CGk{f*II-~@eIPTFk)Bd}0=ljX=_eRr@^RK_W{o`I{82u;UeOb?opUb>w
zGG0_Ykvl`GvJtJccQYw=*|F<-hyrzMZv=n~Tv23_IF2xB8NSZ9?&n;Kyh48bRB7YO
zf(Ije2WF(^aN$MJBy)H!iKCCWVdzeLiS6bx=3<SH@c~uGULrd8B!A0Tyl@Uw?E0%a
z1*HN{oxrrKs(pcAQM|uPuknIZ&J4({cClM%%j3@7<hnQHxSZTo_&RseVA%WJkY9fF
z6NN#V-ZW<&htC=v)CYCnod#-wDxQGQ(<0qZC7fXf#ZF>-+3sZ&G4gh4as0UhC9G?g
zA(rcEr(jZT^{Sxp3PWt6O1lA|F0J+Cu+`9^LP{!<KZPL^W^HN~N6gA<RR7F*)P#S%
z2~O{MRNKgTLh<SF3)M+TO(a-ehF4h{*LstLdKkU>W!rYT9n+1JE0nU{Jd;!}>YI-0
z1SqV7TF`#5^x3KX+)L?AVth9k$fBJXLVzSIC#{<R8hr6wNJX1in95<HGs3s0P+Rif
zNQ0l{=0N+XM<_vxsYe|>^8t|SuC2`%6W|>oU+^ifnI~Y|8HG~wb8Ox(I#}L&w87_0
zYVhMc2%y`dLo~Yrqdt%&=EVep!22ujNqOVUB~qR8aNWC?jRhs;bv{>>N|s`(AD+LP
zZ>H#V_x;CD;-m2)h9=qt`X_zU+h8U{S%}{&U$W4B3}Ihr9x;IxC2J<jQ?qxP#u(X#
z2V_34N~1_O=0i?p#xv7yOlJu5+N@}%2Q^-DPAiC|)=<F}(bI)f^M=m)+_?E+KO8vq
zgpHh=K?T@egxBHs1y+)Be9ExIVa&f~%s&gld_W$_<K%$9eE{?MyIWODvMtOL6rEn$
zCk(XnVMU*gOw@wJfm17l_V7snf3!C9yKmq>=$`+_z0;aR41m0zFt7_?L2)<rh&_^+
z8g4Vn#1}~%+LvxgCR17liDmoM5U%r#Z2~;fqV?UueE$RAHv65xU(FS6My(2Qi@n*b
zmNw!)ZX9BAnc*SKo>*k=-2E@7m-ndp{~#1vjfy)0eY&%^a0BN=rcR5QtTqmWyYT`e
z!YkKT!#QC<El>LJpa3;A5hwr%E8m?MoLH-U#2<af|9<DoM`TycK3q@-6hS?iy0(xH
z=5nISRu3wF`9G_sfm=1HpyGsA1JDnP+wL41-ru$fc}=ZD$b~a3blqw*i@#Iwl!kJ#
z>%Rzvyg(dQ*aHmP%u69QIu@*R4n<GjUa-27Tr{x}QnEx<%Ksf0Jt92*ut{w^8ie|Q
zra!z)G@V?FP1%3)L6_EyHk^$&z(e{iQ{m?Pa5+|q-wjz9KVZVMzd-(wD4TynB36M#
z*FJQak#|Lq#@irW3Cx1!HvVZ*XAe^mUP4JCd|^=h?|xjQ`SM2O=yXU4;!oHFYy*-N
zrY?ChssHS0m=Lp>olXnm#MP8>x43M4$zFkv7Z%BEd)^3a;GAvMaLsIiSWfJLyxvGn
zM0mgsG3qR?Yr3;2AX+;?8x}6-MwLJYf45mF++N_x_Ah#2n>CXiW@u*xl^{d4^!A&w
zaY3uVd4{g(D}d9njar?TtZ8E+_jolmW8?9<76jChDRbBF5WqH@R{MaK1Dyj#U&fyR
z<m#Rc1wYsCGvLkC-R>p?@r3T?e(#kvJ8;jW9R#haC=kymhS<9Kee<o?$E6r<ZwioX
z?g~}I7{U+DPQ&N3Wb#9MRz*9}zj|F30XEV_Wp`8&5*YTYc@3qrK_&T$p(E>?V=OOf
zSvYsV@o(!XVpVkqn8RY=cuaOGQQZNs+9W#BmoxkTI{fCS)~|`89{}2ii;&W=yJly}
z!mM%V(Yvz}#cWIgLfWXn$O|2nkU<x^N@-~qXpyH2z`tjo@LThA+fGMKb#B#k@ZA~B
zVZ0#brU>5%`{iGl;GgQ*4g_>(F*@ixg_4pqO9{^Rbwf|P%?zbk0bMg+N#YQ&PQNvw
zjqt$DF6<pA^QM>SjgjrcZm3u^Na`MFVR}apuk}0rgFM^>tj3k$Ar+}r-^X;Ks8Uf(
z_~)yw!C5;L902CMP+ABL0$w~4Q4A4>ahZ-juxh>ZWaC%<>RE5_wSL9_7K5nUa;Eg0
z&VjK;^(%rH-j<^bZc4YyTyPOll(hBwo&B#yho9>NI<8BeuMQL)m$ctQck$}j>!z`W
z*0kp31Hjy31puS=PDI9m>NbUFj-2cY@7mruY>IuwP(Q40CA|=L`xoogywGl2_V9mr
zhsJ%EUR>kbFXg``db@{Uk0PVxV%aL{xCgB#Xl<|NDoc+$(raKHQmdOd$nYrkjyN@@
z-L3q4vlVIQ=oRReI9B@xDQM1S0rH&+e=J;k^6PPC$obt-GwT~?FEsbBf$}U7p`}x-
zJGu51J^C1HZPK=P-KQ~p>_JzB1@wY+ftd@Aq))N~=^H$uH^4!5oUMWj-*Y)sK!+!K
zOy&=jhb)jRZ0H70nzpflM7r)}=7$?g84>V};_?=ze%CD0JFbkzBV8tWV9xs?bP+!j
zd`RCmc@#Zzg!)s{rs4XJ|G#Egxb7O57D2Jx`C&x^sq}XJyM^P-O3;&C+<ou7Fgc9|
zt&<cfP2DuQ=)`MK-wIrWWjAR}IT((sk2!ugr3$7&Hc)41G}ncH5EGoKWTa(on6o^#
z$3+qRlToZ;&$0uioCTWzQ}i#prDpzm@hHm^^<acm(RY%?qt;`kxsWxB#RGPJ$%oDO
z|9~Va&~QvPTgd=Vla6BO>>(g`Um!r1<t}ntdkQ$y>V7VQf<R^JU1w%&9UT5Sz2AQ}
z?Bp0i{aZVnad_Gi&dVAlMK?^=FJ9_Gyu_(ovp2o<W`OUe{3FI+1jrCa`Plis5ofIx
zpr#m=zNvEWRG2GA&b8DDsIuHZ``MDS0f?n>xxJpV#8K>a0aNQHC!1dYb~YJ=*el&x
za_6pwN<0byq~c#YF0do(v*ue@o)!DWxoG(QY@F%e%6YsaclnF&0B>tUK7xbjBQ*e9
z&^`F^MweBMOgs-;R8>^TWJpXy@m891@&%$00I8M0Y$wv<FEVk;lm%A)z4j^n4vxd0
z^MUFma@VqNo-Y7p;AiSMIAg3_ua?q=F?<MN@&-Y~S~i^MTZj?pS$Z(;ZVT_C?-ajc
z4OzT{rIV&%k$YwpIBl_{*i|G<&Cw}$($#q(`V<s;el?MUj)+j6X3Fc<|GaT=aH7pP
z0rq&{8?at?1M3G%(m)ei($>_OZ_~M?E{U&*6HDZOj9-=vEbjoI5a%h1i-wktY=eZ1
zu1b%_S@ftez|FWyS!|u*+v8ltN#)4bnEV$dabw^=D2Yrl+dHHW<+f+5_rC0CcmvXD
zs=6D3ucOX4*iSX#gKG}HKY1-ap>0|6R`qO&dhc#eP3;a)R;d*Q9I)z4kXSYh(oZJG
zt?_0O)1ax+>0Wx;h6hcVeu+A`Wa8Ge98usJUK4<#tm5n45>+dH{&#S{dnC$v>%ctg
z*t$7BFXKl8m_n4GKL8d67~E$Vr^c3pbF<CeZdLj*WMCU;fI7ma52?2Y+T>1jO{QAM
zgQ^bVP<7id$4hUIA8+e}{)hUI9f9Q@agYUhw(cg7Lel>znv6`^K81_|Oc8?)Z;{&4
zGSTqZ3<~qwBF}eHus<uU-{?Er_yurwCukfuOY$RG19mlIWT|OwlxU<ln-DEdnP%TE
z2i+O&SxmYBr!|ySRr=9(Om9G)c<l5Wm>Tjxk?L534AdurIynAGfa7l2QrxN6hTp5#
z8-F2`@a_>{bXM05>G8nhFlAz$GwBHNXC&})Cr=^lhDjLL6OF@lj%5R?VbV4H(ROmK
zaY(4Avfq96gevj8d$Vr9Rz#Wkl3@EmtST192QF+<w%^KrZuDs<+Wbz_lSl1D4jEdi
zQc)-SHDO6`TILCVmmax%ABKN%SY4k$6!aEY&Lr}4IyD<pe0HyT-3{D*^U*%{b7yaB
z&O1$#)Hb)F9!u(k&BNcv$a+5Z1Fv;KTC(#=BxHgLKNdX@%Bk{c3sH*7OHc0;{X<|J
z^^XGt#;=vi$O`&$ZlXM%RCP3IONBg<6Ncb0G~i5J%!p*9DUZ{nUl)_^euI`=h>9~e
zRuv(WuU%-M4c{tNv50)L3(#C4P}NB6h-?S6V4mz0!`Ls7iFsP$n4$$6deXBobjcIj
z-OBQDBIlwKuz87oocvCd=+dlqjv5+CNP;|+t{+u!#9`4EVq+LyA%(LJbbW190K%xs
z_`gCJBg`X$&gt?7UN4(?i}W78L)Y(S`YhMcr%#-X0AbXFEnLa_i=!iC1y2P<-Ropu
z?P}YCUNDY$-a*3A;h<7&o(OhUC@AH0OIVHjyTYp(7lu`hcNixsE^IR^knn1f`IqP<
zQ4vbW)|6jk_}NXxr3T%^10v(^m-*AGyPA6Sa|Q(x_4T;r95j2q1{4#bW_Jc!BgPZj
zeu@qG=8N@qOSpZ6&u}yLPdq3MI20!0gB{B3>48FTQHiz#v(T+LbvDUw(1eF5e@_>x
z)FsR(P`I9U4l%W&F7%{9s(sijSC8Bzq||i?=oUNvC7tV!`VoX8JmS<W9qgy756Jlq
z1@5aE_@4(=A^%9>ffnBVs^hE0_cbo~r>NrkNz1_*Zo=zop=Csgu%Tig&lrT(t!a9k
zQ5BS8GDHPzBR;G*_{b=Ytb8dI!(AD=j0i5)gicSYH}cV`R}^>p8yM#E?D;-=tPJds
za-2uiJI>vBU`h7&<hX;rJ335Fq)qAgOYPA5-I%~nbEPSxsF9f3-dfD9+k$52B4~MO
zE)ucTfJfFJi9~??770CXw5%_h&(h&ueOZsByf8EbhshRul0J}9N}-~GAfOy2Aj*xO
zqpl{Kxd;}>`ZcqW43_AIRwojvJdHL|i7?){76P_SQWtpmpDT7k^stYRC_np*u=s-L
z`Z{{2eErMmE3%VE%s(8>sl}vhF0V2NY<o*s1P(ngAg_8{sj*^xKNp=i<2kQzk4Rf|
zAZ|4eaAQKdUMT%sc}&xPord!a#|)m}$<~qUl_zt`F*`$$7&ig_f|K9<CIMg8qH16q
zT1u)~Rml4lE-yi*LX<n}=?xi;;J8o$v*h*FruOA{Rrltx<0zq%QFHc8VY*U|<dDis
z-k({ERD0%2+}%WEZ#*?2!J<K8Fz(iGob9e?aVE)QU#2rNKWp_9BVH@VW{!(P^A3p|
z0!F5_#Fa+wyAGxh!FGkJA?C+9>3&E)(QYD+BZpE`f){T+;7_$<uP?!`D<t25YT&*k
z`7?&Bym?(si00|j8MkVauku$q<tSbMl1cf7r*CT7huxNmUt}`fx>9+kz*-XcsNTzI
z>Kec7a14(@AZ@uyxDq|g)=yV{39rIzPX{nakyZORK`)W*6m(I~suu@nUuRU>9ewP2
zo;!JwI)ss5LZD_ckkg;TKR7mJsP_XOZczEQnj_NpAT=3^iPX{vy3CV;(n^359bg&B
zEQ5M4>4w9D>q0S<mNEfmpj(_2G;H}kZi(Ehxs>pV#S55zH-#A-6%$tfKI>`2m@iCi
z;NFl?a!1kx>^8Re;PyQ!43I7AE<LeLhWSrmBR#L~(+?S_8%BRnb=jPFaH5?oAJ;zl
z@0%dF0764&^YZfNa_SpYJ!gFCsO@_r>G|A<WR%XY56ZHuNv$*X%L;QQDt>;I#;ASv
z)57;X(ZlFJcLECaV`MLS`a7&!d6!kvn85y+HZ4~wcGn7)bQ^!Y$K`rmFp~trPU*Nl
zoKJo6%U+ut^&BA);ucdb<%R|MmF|nY53Bn=Le+ZD-@=mAzyW7K@3B#XXY*M=<{g-Y
z<o!wu9Xkfqu|>7OEC}>Kbq8L#ipRQR$zj+_i9=lNMLv`BnU?md1#&(9CJ`UJmA{mF
z-rgfbsq@_X?C4ha7rv7NG4c_3?;S<^(0G+3z>8+-l6%}sA@Fw2{<Bd5NxbGc>^Byv
z?2@`=`^}ts6~rn8F0fFC*PsG#X(nRVw}(UvUvcCR{5R*5bhy7c^f_dnk{u-qwN*~Z
zj<>GHmcy~#>?n&^4%YmT&59|N7+QSBghVVlC_nI1{GN^1{g7`=<y~$X4Ds3cm(+o`
z1j9AbS6<V=qu|Sa66BT|FFJX`KYS;mah9*sBZkmy4$LhUMbc5_*<?S$PSJdK*6W1+
zUWlas<yUDEQl~dXsb6VWavY7&-sakMJf!Z|8GRbzc>uiLAqsrr?hj@~XTj6f{hLUS
z>i~#tnJt4UY_op9okQf!2HG>PIojncSCzPop^GhYL4_pc?duKwuh2X}@4vurKD_g>
zFf=KZx*yRt0jg6E=%U$7{tyS*oDd-Ku}--w7sxYM_j4Fr40?j}aNZ&DS{89zV3^=A
z$O&33(cNNU$1u>#6t#6HrIx|giI;(P0rFC2Sj%cfCn^~~s0G!0c!fG!2~(z-=M!hi
z!R`Yj=*OMMHB!`Ils<FtcaR>y^-4&XxF4)(^@}GCv}ZJSyDrZo`f=OV_?`zNVIwCx
zE3k*>j@pG3%bfH8dr$wvAbG(meDBf@W?jGV8Xsr_YkbTlobt=<BZRUkI1BQnD~|Xw
zB!-N{hh@N_NN$5mNpGNrSWBe|%n^JOh!BbPoj^mEsA09fHnMtWAv*RlcH!8)<S|qY
zwAh2T&AY?#kSf#p+<kAAgICDaf$-?=hzI%CGqcDve#bNDyqeEh9N~NLgRx^ZijG^?
zbD<XdjYjDf){OpPwJ?&*=95pf_9}>9)lonU9m7s`VRm{i`X${$+a2tHrd?Qr`z0a0
zKD!NiznZhi#K$>CnXFYnt^02uzsQ@80CKS((j=>{S!@wr05A3@{gT*bvqxLXW&jMy
zmAy6)mzHk&8COO6nycLw{FYNYf;amKZ+??EL;W*U{&wV+6vQ01ew&vWmFl{NV`M}(
zK!KB1@c7)JXRp7Ppp)Hio5BQ{7BMKml(ItDt94oy9#Nw{Cv-_oJaHkVHGV{lG<UkL
zlX}yn)fv$<_p1{^4|YXq`4b<7!6x6O7M2gdM5uESfTjGF4c!;C1V`x!b$U+L{l=?R
zh-|?w5G%y@8$bzUexjoI{z4(Gmvs&kFrSX9yVw&S<;X%_zvbrQQ1#!mzxMTM{Remi
zuunCV`~v7z=b)V~a;I-9B21C;H2vJs;Cu!?*L7%HYukx-xmQ_RmnmapA4^D8$BTV;
zo%S*>y_)kVDv3nWMam_H5VQLUPXKhc0e24zfU*1cD`gL*$Rd!DZp?KoC2aE|wi`X`
zZKY`Q&`oU)9#j!z9m2>tkn+TlX77M<N3w7@f=o#~S;^-LJ5P5hq+5g!XySs2cUZDf
zDd(Vo<KVp$Ss3IFAOrtW90AeztkpZwHGYn5Eq-tx!%u&Fw*lkkDRy8sc(^FuL<gFC
zaudFq306%~qptEv5tpcMDsjOQ?%I4rc3$F1H;~?;Fi8}mvD;}30-Zw)i*C+XGU$I?
z@WNu|9+qjpz#Qg1o(Oct`eE@dH`s7d*b{>@Pc8;-@4PuV3{nZ`_`ve5@291WC{Odf
zwMS0uQF#;qgaG>fHu{U}9?Bg$Pk1=7-5{-M3QZ9f^oduAFyACWG=i-^tmz&XRhT3%
zaNbsMlzo6lm#%hU!m`pj2*kxL?bGy@AE>t2TI%~qVFBPgXN;@IvlprRS!!AGcI01m
zj;04s=cEq^8bN2sRtq!v)Nxt56Aj+`2j56z$I+@h>sr$EG<$Vy_nkYoxawhDLwzpV
zpb&Ilut(od_)NH*Xpqpz0Gww7$xkK3qB}=*CW#zHca9?cg8J@j&u@2|7Gpa99pZSV
z$E<%_I2o!?K-F{JoG6BiLz=?I>ksHknm0d5b&(XlZ5*|<%v?11Stmwzlw39b1;yv}
zJMHPDhr(@+bdMe7W@3nJBZKy*Ep@{}+^;2y9XAdGif*mkvw{H8Lyi~+0g}C#MQR*M
zqVUID#q_-o1;1wL#^ncin7=>u49iRuQ*#zo_mX(PdhOz-Opn|qMNzK9?f1P*hQ0S|
zN=i!n%p5s|PvF~}75la>WcCD)c59#!=U$y@um28!#;8xjKeSvB{$A(R1~RoIMIF-m
zcOy>}GA2;vi(suk>);LD6S_@SZsM3iBG5YN)DUFAp;@lAD$ISbNFEy$Jrr9Q)Gt=X
z2*wMX?Qv{6DH(!?%OXi~duJvEt|F+YB<Y<sA-0)<i0BVWxJp<MhM<aQ7xV!Qaow<#
zwrd@xpE2bhIwuKUWwriIJ2duY0SxS_8dY*c8Z19-M_$_TQ=!P+Uh`;a0Ge5+E;t!4
z+zlIwY$vG4Wz}hC`oK}ODo!W20pY-Ype#b^f9Q_Ru<TZ_7v!h*S*WJ~e={WMur7x%
zHAZnrfZh#jZM9;kNu&8JLWdSkC!UW*!u(Mqul~5i#Jli){24DxosoF?FMe^h*K!O7
zQbSNPEx}&4AdIXBgcyBr7FJ03`f`yvVbs&gtw+{SmbN@bviBXxyO1s!1pa=Zag}+(
z@fmTb+R1(hJNhz#;uy))MwH1q(DV-ybAZUU=|G)cH}hQPAr)sKQf2jn;rEQL(>p65
zlBL4d@k(=|i{?GW0u|+6QKM(qoj>a%`1Udu4ehPJG<kjl>d<+gZ-Fy?%#fy*6;Pqj
z{`qzv&H)QWC?UF<0)StR+E#sVLvHlV6Sd8kD%p?jU7R&4e5&GmYnfMc)RfO((b!fn
z$;jTgvgC&pz@?5^8^?IC$PK;+c>_+$tHhf%wnyFjpl2is;)Ufnj0OJ(pplm5e*rXV
z>u^-wC)fw4cyAXz-BG2aEO9$@<#S+(dBc)0uRWQ_*arxBX1yay?dwk|W98$}l*ja9
zYQ(zOim#)JhP&^2!a&C}hOx}UR-PntKJg9TLq==u)=B?^)F*Rk_KC3R_=@Dj8_O>a
zh6d<on<fY7y@>2?g6U@Yo;ZAe@NlTGzd|Y#G(@@#ef1$M<%ghZ1>)!rlS?P{fA|*e
zv8~LW^!f`#b3HmMD9Cy_!GJYIsdTMKFI7ldKw2;Lo|w?)oA7W7Kfv18X1Q|a(qlbZ
zMDgAvZ3NDoh!paIeEiSEyHMs|eLwEkH2$%7cB#3r6<Y1_dSiEdZuf2QYG~oqe(L*B
zit-tHM|haDv<M~t_b|lCm^}=Q62~!4C=N^%no!iYpUAvFx%E0@H}Zbtj{_~MKkV=M
z5Aa(@vTNbr!?MTW0S~3_PJ9nqys%RkFG~wm@qPw!dk?h3;~%kjwVl~4Gf_t^PS6X|
z3SPArf5#G=n`XC%(X{U~w2n1Yr%E568Lq9b5^2BQGCg$(t}a5u)x<X@Gn{eZT<pzX
zO-eLBU{XAF-`)DKuUw+}47*b%oSiPRy+{U8HzsrLw}8^o_ZqoBo+)F00(OG<BHKS?
zNr`p_B1q!&4T2__XAAhz<bMDIVuTmuEW#}*-uJ8_!Z9KMAe`lYCMu3o5RmnI<zWPB
zP?7yv=|UUC7f?HQ10r4_o5zX^cQoj)zq4o){u_*0v_wH5jP>>HzBPD5K|b|pt-18Q
zw%5wm%bSvDkq3Ex3Fs8!+VQU4j6d|RD&7#~+GsBZ4=Ri6xiG?O{jxOR^*=>N-||_F
zrIxZuanKK5WQYh}#UP@?Lpq7cdtbZ#0z0M2NT`>kwBVR+F(w2A1$NfDP8E0FFdqb6
zcxKQIDqo+#Pa7Z{1$iFP_PX^awflMMk+n%?eZ3_v5`I1M!Gq=G@wy^G+_0U85H2P8
ze(|f!Jewn<_doaZp)1vmem`H(Ag?9JPA7gr3QHZwp6z9G6l)3|SUFtfNvl0(yg@aR
zx?d@HP3a=K?328cCtuJ)L=gOgiafnKZl^~JBown)e0qInboj;%XOch51gYrmW0!I^
zW1kIbSd`o!*|B<GO6FvS8`jam_ZZ8A6+=-<+voTLHNyp;@L%R@R*OOUPLqut4H>r0
zUgn&B4!ltM=DfXA%DjbgfWNr46oxsk_L<_M?NZ0}?b6-;weQFW5jC*yVFC2hjS*W%
zHHENH{Ea{OE}myDGTZK<C)VzaliU2ECkr-{iZ3|lJ3bD4-r&JK#im7G@?%a4XB-qI
zX=4$(+7u+1#_;KEVi2wkVYnmt3Q_u;VM$PUMbXXd_xeh{3TDyl0*p=73decDJCE*K
z>cy>0Z^y2@-wCc&C8^w=toOd}*Rqj%Hy<PAR>p=LkER}g7zeTUomvt0RWWi7J!MUe
zFN+=%QEL!v6SfXPfXsc1mT(YvgL}{X?OTI5Sx@F#fY<D8`3=IhI^Qx{FD8Ustq~UY
zjh3UP1nG*M+(Xiy4^lD-b*0QCV`0__c*CGR(f0C#*I8<9<o8>D(^>OlH4PlXqf#|W
zR3-l0VcTc?HCAB}^_#8H={Xf%%>dC=ISAG}w?~ZFQ*YXrJ!l#9@pc%j-Td|tgZLNn
z1VJmhA*!2)c7V_z-%`-aJ`b;T2+#0%a8+uTT%SdV<WVO3Tb$Er+qg+x@RRB1tjE4i
zi|kuI4CW~zzjLKCWkAe})ixms_xp!h<;bgfD)LPCZVBvKN}{7T*M+m-L1DLBg(+xH
z;Z#i9GQv8EgFNSZ|Mc7V+)c(!S@g2Ayd{wLe$)V*^F{d9fsWng#oLha=2xXNHlH5F
z{$ljp*iX8P5WcCD_L-3I$Wi!h^Ch3x-N4Rd;T*#@0Qp@6nP*QvrN$8=i4wNoees)4
z5etG1grF9>B6~niMV&>z+{WmAQ@LBLXDasaS$%nGN_R#=JgP&UaGn(z_ZpX#GQ4Ep
zoxCqVfn|`GO>^&m_4=?<zXz2NCu`M=D(JIPT%ApeQ#nl2cz|Zs)nL?(TPkl>3>AOj
zcGE`GjR~b1gW6#x&%*jL;+T+(eW|hhfu+^M>4i$s;x{GueV5Vbq>gb?+be5ap@m`X
zc%=U$|ER)kSo_I~wTOZXp?K`U&5@(nw`wT6Zxj5muw(oiL`PU}0zwt5h;~-xxN^UX
zf+M0|OQ5PW?a^g)gGzo5(>dvj;@3i(OA{uGDWx4z*M3zPqpp)B$Rb44LiSwg%-`Vr
z??jZ!Z!woSG*ewc2tF)fycv^p;j_Y>hl`n_-BsoVln+0xv$x|L6{&|ueyvnec+gle
z9nwhU+FFo&<@o{psBffR{QSaJk$3$v;yIs}dM6uYPUr*`wXtV(RB12kic{)OFy4H8
zDNa%9vcA=A4od;aHv+MxE1WLvo-T~xzRtuS|FuLD!rAn!t)Poh%r?9<X2cVasH1nU
zLKr_4-)r`|I%pmrkb%9N4`dMb4Gw1B*HlG>61mP-MzhMl)tFM&OHl{QqvysL0;s8a
z?t;lK2iycj%~}8;iN3i-eqMK{bIv~cBT$gv#BeX@oKwL8*e7&g!20;600G41J0jZe
zJtF;%W@#Wf`TWP$?+k3F9Cg}k6FbfRYdR!VuewFXWJ0zsA-XVgvZ3e%E74NX!=WS6
zPin>*2g_{Ku6+=oZ(FF|x^2x&`4RuN`uyAXw|}IX^%mM38s)c*pvRM@%RiXF-ZzCC
zbCGNuq#4S@<E1DG6v)IYfp70W_q-usc>McaN757_yuIOb`f5evPdB?V+{Ur=`x|w^
zRf5+jF1*E~+D56iyBGQ!UwK#sOEh;p1gT46HfGlks-f^L`8z3L0-rA3bJU2-%m#Oq
za_uyC-Smx{(Vz{g{Y`q~hT<I&$x1;#K*UbPl2pWp%1unuqY_q|#L?PO>?<>ig3T%X
z*-GQw@v9T1ZgfU`Q3_1Mrm*6m;Yyk5^uRzU$}k>Pq3d=1SdA@MkKI~#<1sM1q3WxX
zI|ACe$}+^}u}8Sw{Xg;35_Xa;<yia@;p8o}@?AJw_|g?9*ioJN(Qdx51ECo%Cu(x^
z`cKNr`;##Z{I3&?|FQpT<%Aq8QcCz|D2QUO9c5hT(;Q~Cr(t~0A~708LM;OgVi9F`
z<_SeE4~%^(VP`<@n8y@$dzy3_y0;LqOKvQDM;!=W4SUmo5qo{PH~Zl|m@-sp<K5!7
zFL&9~W9d0L`?q~GtpYR8KlUwyM(W5=e#;K+wU%hM;3?&MOH%xu;gXflN6Vt&Q8rot
zc6F!0IPU{J?aR^|zxHR~{2lG*h_$hdx;#@7$wH>ct%SLBV>NM^YH`|ZS=DPwC0BLK
zPzH%&xHm-pbG`%O9PdiFRQ+xfXiFqnq;fqIzpv`Og+^r)kg)~)o->^&I|&omalqWC
z2%v@kri?fkfg7j)yg;JU2{thmgWl^{hejt*@!qv~cBGL|3ynPRJD${{mtJ-AkZ;ea
zATbf?WiRluI<vsLOqhmD&F0X>_Q|suFuwg^_>MY+Fpy^(XDAS1xM>y<kWd!!RFPWh
z%cBNe#G*=_PgbK%>L<yLII4zxQoFZj^hq%<UzLXk-#g-xc6XAGX?N|i|2kV6H~xU>
zhDR;F4xpq5Hn+ZQXWNHVG`&xqow!JnfLtl%>t!F;j%#7?s{Pe{B*2D_(rR{^dDJRb
zLyj&(?ndJq0$-P9Ayl&Kwu2k@a-GU&n63zqw_g98mi}5MRSFGq-1f$UfRLtfb~fR4
z%k3_Pt>~0>vx>5xquK&4zU@1FV>e7wXwCG87_Ah0Hx0!r?u^z>4nB}fdr!`oZS!?_
z-U)ehv*N)OwR0&Szr0Y&1Y5v^Q*nRs?N@JVtDGyJKivbfri2-l+Z+^Ha~I#-p8j;h
zcRKOu6SyopY9vKai=<a}bwDV8GBoNy4&Bs?{(w{EK4)Kyh*Isapx?c{BAk3>*S$=9
zz8ch~g#Q*|5Ow~Hl{kPhPO4o=lJ3_#Ld|-qvo{-;n0eFvOrqvEgJyF~(N(SHm^wO3
zDwU`3ei2&j+&IaM5@@img$!+aY+Z(+#?34RoK;+vbCvKD#n+whv94312A5EELZ}f=
zQCmLNcxtwBYW~q+**)v`cQ3_%QOtdB5p-I{X0@!}2sY5J)f4ffSmw)Um0E8*{{3|k
z2uf%GupTh8vg)L`GG<pV?bl8Ab@L%x?{8zz%O%`mVw1z#uq@`-2rO-#5HckJUJN8g
zH~A1>TLDX(-hXv8{-C~>RftnDW3P^ZK`|6J0E`<pw@0%&K;7B{fNA{x{x}dsFZnjM
z&zeI1kR*#nsv%L*iof>sqa<nuQux4~(X3q|6kqWfOwuj&t})YO(tMKbHVLv~xqHyX
zCaC~pp!-*L1k5HXD}$7sIfI@GZ8kR6U_MQzE;FJDbw=IObXZ=2PZDPt<lQbJOLUW)
zY9CLtV>ItMKA@87H)T(=%XpGH#D9gg0IoMtpe{UgC+WO~U|$_6tyg+!lRsj1oXw2E
zvUaZPmiYE%iY!~Ci?VNBF|lfvbgWq&<%Iq$5jy&Q*+&w+_eW#9d?Zv^vkc?(Qa2rf
z%ktu|m+kwTq=|dLTCcgyCiUB)3s^yJKO!QPFU$M*=z)6tnal#&z4F%{N%!4f9l06S
zLFiNjUJ;_CIovlcWbVxW8G+*!J`J?0Ux@-A71lli1MdxOB=yfhCb)ozo8-AcQQ*aU
z*g(~LFcwIqO6>Sb(B6f8)x)dRXNf~AhK7;>_c@Ij$&wW*@WSVtAcIrg+4>w)Y}K97
zruimWpZsv{tn%8&gBPVs<$Xkwj_A(bn|~lexEyqEZ{M9`?n;7I1gsp`Y~`SN!m*Eh
zl6xMpU<L2CAKbwbg5QoujXIN#><D|vVA|Ypt|$6+gUYt6@PyGXON!&vO!jK-?mX(!
zsv2AB!_-)%?$Jo|D!FCRCrbGq%WJXgeEKcjQ%f+g0scN|Iw_RoNzSz^0kZm*jzBp@
z4mRyWgnvD#oLxQ7lwMC4q9uKX6Psn|HX8=O<DlrW&r60^GXlk@qA@rXwgcZ4QGVYh
zsr6cwXr^YHrzfHBc0PTdm61k`yfbbqPVud%tNY0$Z9c=t*lqA0CNKX@p%D=$Yf6wl
zqi&fs=PgksI3pUXWhq8hz&Aba2Jf|N3J1N+CN!|aspQ9QVmXb`n(`PYdTjkZBtb&#
zdwp-F5)58)+4xe#*dsn_Td8sIW&%$H_f*f|em<rN02)uZF+Cji<IO<K?gXsk-`{R=
zQJRzmq@LF11_TMx4){}gO9QUiB@9n9!I4YZYTjJr#2MO4*S+8Ge`*TP>n{tP*ZurV
z_U02Pl-asLRs^~g<b7Fcg|}24MIBh0C0Q4kHTyVfO^SNki}K2KskgVIf6{%yMBc;9
zU40Y5L9L&4Pgv@44d6QWNo;<*TQEa-WxnD^5-mr(Elrc3NE1Vb2;v-$FOj^l?6vO8
z^sDN7UvPzF)?(uTIp3IN^G?h;^Tli^wU*w9C-rp$0uwrj_p*Ta`8!_u{vQW|5rcxU
z8OO7AS#K3Bi=b=~vrL1|wz@*(8N)X>a;}m0lE(#j>5F^FEpHDVC%v8(5Ogl9nwW7P
zNPL~tRQ-Qwd+&Iv-~WGHq7Et}J6rbQP%30|ILOXcR!H{B2%%%|Ekstx-XnW&k&%&c
ztSDK@QO5Ur_I|%!?_QtZ=li|A|M~snb~`t>be_-ax*pf#@wku2OEZ2-k`3l7Z({Yw
zAUN{8!J~vYkO&(-nCLWXighN!5S@^=A!q5-IUI8w={X0z#SY@++tZ?4KAi!=A$_Qh
z;pQ8wPJ_R85eOge2f^+c8_WjQF@9bw#uz2>o}uE~xN@)CNTbQFP_3rGxHxBJEtr)<
zZy93L--paeQzcMQWj3OCxwD1#9N-BY^b&-l`n=5!Utc2Jh=|rPJiOH;MxG^P?X3~q
z98LLbaU80Voh0Oq?TS`j6og01fLix>7r$|=lFuEmfslUq9F#LKC6&8dRgfRCP8&8r
zD2J>@6=Us4VAN~sXAYPYyF~Yz6WJKI@@1JiUa!bwHI9Lyy`6g6K4I=5FsWWf#VTAa
zSCPq3|Niesdwm<PE=cCOZIocNU2c1#i_tNLYT0krAl$yxb&L1wn^h$}apqU}&nc5M
z2Lu}L7*{0QDpeTd<*UrIG1-Wo0(h}WdN=xcHw7ve8k;Ayp5~14_h@(!y=VR){edo%
z-&bK^=)$s#_TsYO?)i0Twxf){pE{@g=`BFJQ#MX*)xaenxDkt9&niOB0j?1;%&}1k
z%mi5A)+b?l-t_BLEbUB1a%PS8jWrw9+(Y~X)d#PhcUs+z7i@}e(Vv?(B@5%uMX}KZ
zZRzj<Nr`)JBuOr}m{Cc?=3CTbZuuM8;*lfoXq-Np1R=*9FOi?V-Ky=^l%TvQY$+T>
z0<V+gevu!M%ZyPXH4?g=sKo#*Z7J79);T&KmwfO!`MIH1Jf}Y!xk}N?QQGuFzmr)E
zCsBhb*|8~CJ9A8QPe;UpJBWg(#&P*L6G2wu{EfHZ7H4kX>gfeLS{+QlEOvKUW}(?T
zp*mo8V%@sh?CA&PI~2t}3Gd##>@Wm;rmkn=*Sj=U7;y@o4(j{r$@u=dyBtOVPgf$*
zrIt9Zm|?*X1*y~d^a`Zh)V#oq@XivIaA1#M1cJCqpMElVnh9iD*T1g&-}`hZ)Heh%
zB(euC{9XizdMj>U=bS(&q@_C-ZviVIx2)q_$_Zz^jHEX)<oX=E&VhVIz8=bf@Y!Tl
zc2#>gX|l7QD)HPW8BEAC{G5+p5k+_$wSl1Q6*@DRNg3eiOyc1Y8O%HNR-nGGTdJS=
z4B4e<VIdVx<<x9varYv5KAgnY%#zRyM_~<MI}t_(6~Vp9liXfSTyaNUTqU-NiW6b3
z)c4vd`P(q43~_HobLX^wWh{cixVovvCNI~o&%SZ_?$Pz`f<e^I!?sBp64ZB}$|9y!
zVbxi^?~knC)YK5Z)k)nPwVxm2t6TI(UCA1<aUP%EW<S`JIB>!Lc3|_o+I3>ge)!t_
zkh_tp0+j@|jTrOGgA1cHqf&A+*rY*4c%3Ike`ffIP%7lM!}CRb%fi>@u1#jHfz7OQ
z*)yy&Idu-tv$v{J-IgNf7sf;y`i%yXUA0obxEcl{1~baA?e5McR(xr(YCAXI<S@^u
zL<=KU1tqlgHZ#N5`a27YHq~hl3g~>o{>a6`C4)VmIxIdI`dvWwo`;skBz{f~ER9nT
z4xwPYjYf&WQeuRBNJQ3^n8L<*Hi_7VoH(7M1Qj1303z<XrT9g^RwOin^O!gJYP&%x
z1$m58YVPOH(q2dRYgGeoHXnrupHR{$;t@`F%zQx*G%0RVt7moY(R5*N_`u9=gYj9d
zR0A_9I9*~!3wvE<|JgLXRJgje^?>PQnmyf4GC-fWCi^<OGign>r^!wmuZ+9<BGJrd
zutyP!r*81&EgcqRH2W9{hGdl$;WJb&>(n=iY>1Tc=-*{kalL9U@OSnZE?LQ99QMEN
zMQXqMR)NyW{ldqvP{Ek{us8|Vz93vxkNZZO+%52CP6-dr(uGEk{dPzJ2?i)(1fHC{
zINtjazn5qvqA!v7@MkGiO8R%)hsn#9Y5fFigNMLN%Be5%Ulj?I`qEPSU9)c#u)C{p
z6;LaBAJdokrG9zi$^u@y3rk&zNG<GfA*&vx>B9ll9CA|iWX<KNIT|OTESKYWGluY6
z)R<kK2dljR$iqu2>*s!c?|a4{YneiQ4h)!a-}&Uq8m)<U&#P~vwSF2T-GaAq3s@o&
zrHvIRtTkF=h%uq@PqCzXS?(R<wdBt6q@?T?+{ZDD_^<a08aFw@r)_GMpk7?)#Mg?g
z(S^LH;6BjS(HhZ`{(RR<;X%!vw<Y)yT7*h`;d<J@hn#X);_R5;=NM}f+woV1A1--?
z#P_2o@L=giPJm(3JW#LdV)4_fcZtAP6d}@^O0~p;rcCj>e12b-OX<wA);;LQ23YOe
zY_Du1lGkHZ(G+VVKR=?KR<gs_CeR8TEs;_wYa1dAOH~ZjZU3kyNTH{89RFm=8f_0f
z^&z(Y0D5XpT+VTl_$T0pA=g@taa;wj1r{51<2YJStT;|E-kbAtFt8KL^ubKu4r==5
zp+FCa*!K$87mg3#1-Ru=MOHqxVw^2}29*tY7hQ>X4jzW8K08WfI{~wp!k3ZHY4%S~
zeg#3+UV!&bepq5p37=E_E4v%Gic1o01Q70zxy|0cy0=6V^G@p#3C#Q+dn;w`yO{T&
zuqXq}9Bu87^%1R3p}z3u@0$}m!`{g~(&8o$uakwYHL-LBH%dQ@(e72HPRhU($e<}#
z&nd2EUy?xI7%#367<>Nr>jo*K26%L<F+aE32+2rN{#~}77wd1Xfy|%|hFW6BPa(JA
z9L+KAK;+UMeV?Fp4BpGik?DPb8|l?ABf5cBP~CT;3r4`}29pJ{?F{H02aDk8jO~qw
zGP;7L4uf3*Pra(*Vf*$x#uK>)pUd}R%bd1J8cO4NH_HCle}5$;f;_k+Mvyic!fivb
z?TN^gUtseQa1FYVVz4nKN43W(GCT;^K8;JxmYW>J8#(Gxa~AZ(hqHfN7}BksRLmw*
zppb850twASx&AFdTsbB;7)mN=?~*yKiMOqsrCN!CfIPJ{(Z-6VsE1l_ftP+>(Yr-O
z^&q0@05dXGy=HFj{h>RMYF;S(KY`^xm1wx63=__-`Oab+b2YZzi_*j=%;*utQ1Qz<
ztes)4?S?Opxi$h^hB7Hi8@Td3&CCNN`fna~SO2SE^MxM$^)z_dxzi&!hYPS3Vz3kU
z?pWBBgWm{CN-EaIw`N(y1y)=(4JCKeC{y4HBIDEQRoInlMDgc@tz-%HFRLmD=z6^r
z_ihM5(Bi!NV?qD=lJ7}il3qY@;Mxwho#FK?Nz|y9uCqx|Wia^nhCYLS2^lI&BX6u2
zO5FF<BOOxMB{nGk+Jw+4xCxaQ`=8%!%Q0m@CB}%Ob0Jh>IN)iR)A+~|-i~+mvSoJ)
zgV&%o<U~CP21;)Lqn86IFDaKxF;@3EcAeLUFE{2uUiWJUe@2_XR-4*SPI3`|kpwb9
zU?|VCAL0APdd>>9%>KPBU-%R`BJ0bGYDiSm*4~5D&B0Dw(mq&A8sJ!<<Pkp)!`5B?
z<B>megFU>#z2a>M9^fq!GzFf-I157$BY6$>T5vh2Jv<}+F*f%e>lFnBUe38*nY1y2
zu-+_BPI<b1vCWPswMY@z)e-yAEadzqXVyPTt-qG+@pU}Fe<=sKD~1S<Vy$lQ8S+tP
zG0PjtK!x@3oDgi5SHBYd-m=CO^-n25SAk#qaX;0~Un75POyzKp$ta6rzcrBdazWRn
z%i^33_>#1Y=g2KdRMpZHmI5<`WJ7PSGGA%&(HOS6%Nk>n6R+tLuo`+@MlAk8or6g-
zpb!9PmmCTI<MIDmaqy>b&%v87(F$_fxyIXBb{=axo34$Lm_!R+k=TFOi-4K;^4z$z
z(aELk8Xc6e_I{&WP&F#x*z)hXlG=}54!k{f1~0cyuoZH!E1g6f>}tTSJd%_Qy%X;U
zD`_^?q&BDPzcr@T%vI!qc{GaOf>{L?he7J)^7Je{(NRA+gSwJ{wxz>>9=Y=8--fQS
z-)kS?|5wloxMgJV@RA=s6{%H#@HU`Z=w7elKcv_V@LHLgOF42^^k+^lTN?u7%*AE#
zlBsw8+(s#MQ20K^b2yBUyaENTpciZGP~gJCUaMW*K!)Bi#A8c^!O_fluf2dHX0(dO
zUe+S3@_}&|K50Fh)+QIDNAP;B`>yF#BNo%soBz4zf1gjN6DTK*6NZ3xr;TeT9aSM>
zFyJNYRST6t!(@JGI_F1*t7h|I(NTi!{Vy^aQ=+a?9t8+(Mi)Aj-#DZB`(fo?_dy4}
zPZh@v9CQ-sl?pw!s{pSwA_}MfX1sMUxvNG#X(BXWIw$_BAJQZkuJM)YN>T;v2n?7;
zn+?6Xdj~{U)^M7e?A=FyZm7SvfFvuEZ&#Av`HS7fkrka3F<P>wCMs}KB3q7E8Ns}D
zgMNK49_`<FuCmWPc>L0nJTl<qA4@I|ExE+GId9fz8R#BddR^ZKMF4SJjpQX3&Z(Vj
zwT@DLz8p$&C(h5XuvQicLNI~w_E1oUXKv05oEIcfBoE7srJxl1w~l-N&t>}aw1c+^
z$v1e4t2EN4`YVWRJ4U>cjw;sP4|<2Fc7W)?(z4dSG7(i@0TW1(*W@$E*sQSrV{=+S
zN85tl1H}6kD)1)v?mo4v2XFFnxNk2H=a|~-kg6>9t8%ET3IUBQ6)4iYvb{KY*El&{
z1IFA=T3c7yxh!N@<3x;a?H_;j@0Ggz0;lu0;U<HaCwU*&VBE_u6<egz)P6hdUde(O
ztkt)BB0fVeKZsh<to8P%4p)W@1e(eHW2qIOrB=8&|LHcaFm#aUh|^Q;KonYL@om4?
zFRUNp6yfj|)j>-XDr^|<w4yFf`jA{zkJJ#A&A_!6%<;<8<<cHg9f<3<ZS^5}SGaXm
zOX~B3!m>m0U$Su8Vq3c?@VI}k`@c7;3j;3DKNEt1ZYrOrD=l>aPPm*#=}+XWw>H4?
zR??re56O3QJ%usPWT;fZ>`Ji{noW@v@sDUv?UxH;Jmw|@Vl^^@Yja+1aO)PhHmP8!
zHufwcG`SDw_6o;k2^Mn($78kTm?Za;cvaW9E7SOy3>XS+`Y<X4pPj29P{SqHj-E!o
z5)vqCX}hqr!x{+_dv@@oYOP-Ee|~MK{h$Cd-Zcj#@XTk2-(uX`=Ms;~e9%agNqSgD
z##-x22cqKA(Dg{s!IudtjhmBc`p&j{YPIM;a(#Z>p-8Ae^tn)XCdc#~x~N(NoWmd#
z`5Z3idlGVMn4;iO!W*G>ta=HTGNH&S82ERvq>%@2%Q5dO^rYf5{J3F2&--`M@;<#w
zsr~E(_T@Id<~R?WK;}+v?kb4+71|5UOP~E2r~VC?{o`o{BycOR6?^?WR0KRJcb7xa
zEbT<j4=^a!NDqY1YM1hU4vd>|BOW<+{FaB;tmTh21TAe4#avfD*|SC)L5FYqWBn?0
z`1o;2bktsF3SG@))5;%piP7wRf$9q^bSl87iZRK*SV0sjGS;W`pfm2G1fTRzu&+gI
z3$u^5-H5hTjL5|GtKt{05~my)*caxW49HTwU}+}t>!O0U7@zAl#p9MTK0Q7%`T2dL
zs}#w@^`-G24+B29T*igem(-%}4xpVGJl-y<GkZ;-#r)d!wFWLycH44{W|D}k12e*8
zZHR1@t>{R^E=AsB3qVJI^(bFYlR)W>+}z16+#@K!97kn7gD&LrtW45`p*OjvnX-ec
zSlH-}Q1U>KKtt{npUq&{&UuC<<;YUfkE|ehREE6)hQ9GX8P9KEJ{ZN2oQhW)=nB=I
za3j4G2>5IhaO0Yqe@^gQeEnEcAv^>lCv^w6P=^lD`XE$k0l5qVBq`?y^F2*H*%(T$
zl?b4n1+)TnG@`sD-kkmA1+Wj{UB|4gH+9-8lZ}Lz=G#l-T~@?DXdl_U+M1{}Zu8#(
zoyYF3&RdhZtRO9AH9+PC1{gfs`Z_MR@_J9PyRm5>aq$!HY^UN#l2aY;2z3H}X&4zd
zeWlG!<}K$a(?Rf>uX_IY`f_NjY)SvuycYeJ&8IS6G{B>g&U(J(NXk9)fsN61DzCck
zkd9U1ENcTFOi1>XRg;o?$({~<h2n8K2eFLm4+Iwf+YYdUOeTAm{#%q1g)K|zd)8HT
zVN!hu1<i(IC-sj~PR!v(*IyD#0CV++jddkp>x1fhR+Es@`n2{K*GNQ!y*cOc#|0V~
z9msZ;0P~Ai+Z#yigCMhvE(f-B$cWDdaK+1eiNVw#hcN{XEsZ%3C^00%(@howZXKZ`
ztDwsi0H*i8wb=$P44XS(@>s&Xb)rMn=RZHhl+}XimkEQ;AioaMG4if{q<?!4kZmt@
z1Q7!xj`fV^;-c8a7be4L?Jq=Qz?~MjRl6V#>25=|=(cZ;h+h5HxIe6W1o#9D7l67^
z_@e%mC&iBj?*Pgr3g^L<hEG{U6KROml3Vjp%$^6lHU$JUjnB_cc_UXPy-D&d23;O~
zbA)6<9ly4zeyA#=1!jSKy8}3W#C`1EpBy_Z`KruXm0BFh)Vw3QqHlg0-iu&S+>|yp
ziM*GF;^V4kdu7k_aP^ku8y|XkM<+A?v%haR5YJYicIpa;?>l=ur(h75gy{tDOoN!(
zEib7kR85{st0?HhIp?5xBaGZlF)1sO-^a&_p<jbTqL-I!PsWp3!fIuCz^=xZM$EIS
zLTgLf)8k9Ew2}BxZ_}p+Sud_6foi<v;>iBY6>JSj9T-2=(fsS%wGr=TLiR?0oz!aO
z*rbFY%rhPRL5Ly11><lO>wpz?sDP-ms@TDJMIu27n2@sr<c;L}N&96x7aao-pEL{5
zc<P~8r(avO@)#w3%gwwK2nF|*9DNCVN{-p)z^7djdGeauhR?RD@9sO)m%NJ=FnSn*
z0PmT;eo|<m7R*FxXuP)m^ZFNbx6Vxq!SfmnD?v3YJVr-~zm58}6Zw=2YqlTEd~R>M
zmidXL`8&7Gvw<|KC6S3r5{Z37c++E*!8Cn|A#Vj%gmenpz5k0m1BNpQIJWjBCF(Rj
z_&ctE$aoDZOlE`Mwa77@LGk`fz=asB!DC50wL}G}i$}6+$+_{Gaee32K@P~Z5G*q-
z*U(SG!JO`?(2)==Z`Dbfe%H+|`IfczP``K0os?749^R&WWqP*eA}wsn{^yXZ=S#X^
z_d{`vE}m`KKPLix7sq4$s<FL(drVk#8Au%@4PcP4eQ6^vgO9H@CW&{dpH#kzx}~4H
z5Di9SW$NA<ajg0Nnh##Z40P)29ncJv!52ZiL>}o%W%KP~#F@?WP0x6^AOy<<OihOe
zmS^FF;QG<^`kw)hgR4=$z_|+mfG^jZ-4Z8&Xa{KNJh&Bjce#|5Qul7Q(JS@5U_>La
z#YoWCUFtIpZJ&yxJ<5_bFD|!YNAJw4iKF3Pd(1&}WEY4T((dTeHZ)Cy(@d6?08|5|
zXsiNV((a7QpCWfL;$2N-WSyPuhRjV1x5%g`zBiH1EWoxb3R#PyOm>lvsL~a}@2=w=
zO3mF5UhZi$utJlr^}OX^D~~QYx@C^~(D>?x)vJ}tziOoaXIU$S!$#{r2G`2xN*9c`
z=KPM0i7M;mL05Z|hDscF=HgK&Wb?sW)EIK<dzdbtwFeM&0IRSpvX@>H{ewyG0s=CM
z>a`4%%hO<>?$rZRs@j(V5H00cQvuuuA>gDv2x*S8#oK$)+C^nVCk`S=Ss#09XMkS%
zXsUg)$43D3D?XJD+qJQB85HQL>fZ;7N1op^Z+PR~Co6|&iF{YlTau^8>k>VWdbw?u
zG*s*W2^-5G*<^!=udayIe_=AfTI06?w?gAj4sRMXeF0@k*DMG~mGcwpS<O#|lYW#`
zyBJWR5Lemn_2N@{SUtLB#?Hd*JqHBu9hTzzFDXAY0To2M(b>-_>Z$3&e9DU@{A$Vz
zJfgCBkL=M;CH8t*9eD~9wDk*w?7x8xk~R>E(;=#ZM}-lzUt{Q-OX6>@1dKd7XHx=`
zRaRj4*Vl7QGg@xi`d{{QUh@z5AldQhiskCr+0rlsN>+J-^<2{d$Nh!wkwKU%NrC|i
z8K74_w;5c@QJ4TF6ZX6(WsNi3`UzKeSJ#YAxW6`yh--0C=@q>Lrg$9y#>Y_YfqiO~
zEcWc_vHu~Y=>Y^tN#k?q;&h1lxC0K*JM4i`jTGe5(XpCj#PAR>ocUch$Lkh_Ogn>7
z)FO+%=R+08Y=qk(tnD{mN<|4Nv>z`8ZE-^gngbx_U!)Y7jn(g01v-)Ak+WmfW7<T7
zh2Alph|6OvFb|-H7<x|~Pk^459s&w+md+F5-2GN(hK)MIM!l~!_6Q2l!TYe+nG~z<
zz@ud(j}a<W1tVcA^Z>u_>&Mdy8bX5PaZ7d5LIUH!F1+Ua^_gj>0ba9FNac>aH1l@A
z3QEeTa78Wo>Q`bvT78Qe5j!+&JTnVe#4bl62;`oH?UI`=Z9_D-RV7=<N#e8+jdcP;
zV3B0-5k<J+qX1q~=q2>HMFU6wc((out*beH00>14zP!m%#)j|BaN9-~`_)py!0_?C
zFV8^_l;w74N5kbw>*&jbIXastb1+Vf(7?7@i<aVKe{Cp?Xd(U#IO5Rgl5Bm*Q}sHn
zJP4W3y-%X#Rz*PrnA*E~y_8y|EvKI0kU>dUqNBU&qK7XsZJdRerf}nq8G#%mY{5<R
zQS6K7(!{0oAPLsw;wsR`05!?8B``=u<Lk2@SlvtQv2q1wJodSDnvv@~+v&RYi;asy
zjXDC~79|;>yF7N*e`48dqqiEGnS~6KPm>2S&xQsAm%<IVa)-8kXpXGt!MLWMoAmrv
zy<Aym=R4*pp~=)%KY^s*U>p5Ypi4kl<&u8kXhg6q>JMuu7u(904~a!AkE#r_&U7~U
z9kK=!6pWh<mViOi{D3ln{pP*b$B{Q7FVWeWaq`vDF|y<CH^9Z1<0h7U-Yd|U<P_Dq
zIRPel(kz6u6{fiy94WqgOH=v%q4u}tK6%o?xa4b2Q7aG9otqiVw6BajSr)FX7k6h5
z4$txsaDEb_hRT*mv6S&uK$;}5NqG0H(i>&{><x<MW9IvHPd(+ox{lQFa!@jkiQE9)
zd?_dDL+(y?OvuA%1^<y9zg*~q7L1glUrCCM^vWR}i7M^UbD##(SPHb?h%vUyht1qR
zJnqO~pb($f(p<V0bjB&Vhu!YDcDA4tV1|G-=@{I+#872I{cgxEQ$9*HewC&9{w#Yx
zgfJ39qpl2bjAMw9wP>U$jAvt#<m|xcj6y~1;J!Im1LQ--+9nltzY85D2ERAw@<Cah
zIrWX-FQB8Ng*1SI4FMTQLCR7^Qu!xbBOj$tjmuxBNzT;+dtQU;)Z;YyMHx?RCjT;r
zHwe1{QpvYnyw4gHJ8X1XS?&q{p1|q<r2hN1_x7_TU<2dWXfY<rIa?my`jib-?~`Z#
z6(Aa~k4W6X;&lK#jsEWGkiE}MKC-YfX?HNm(;8n<o^pA5Y#C&X5$4R8a*(@ja01>4
z&Nnxd0k9CI4|1PJfFmi<xs}|%`T~u+BslBVFNO0t|NHiW1RVedcq?R3ZI~A|{!e0b
zVUkQA^CVv@N1XsgnVdAY2Z%5qQL$}jsSC&KWQMzDCxKmF=-uV|o_%5>5ftx<g@8Ap
z=an<mBy!7(Px?#He0WM$l8D89c>qktUWcN5S0B8NHw1j)80vep+QAjqKRt2C<AV`K
zvqO5L9z1DzZKl?pE4Y2P6Fh(CM(*}6gnZMS`nh;}=_Y;{oV*s@)^5x*HwXIYh#Z?<
zGn=qChnM%Nr|g1dNM4b``lAagHI!zB7wiFf3WXk?EacDe2Q;J7t{VLV>PjNMI;Pm%
znF=uP7pPO$q#F(LaQ(s#eNbMxc+y?KB=142@8oY#w)^-(yLcV{Hcz#!j>v7pD3G}6
zpgAHC0Xnx!#=V78^CtNZjR3)Yv0X?;#bl7cS&XztIC(e<qRtu)1@$S>j2)3CDm89u
zi>zXq`wgr!4Cnu7Wez}aADlS*vpBWi8fdsDt<l;aPJ%qw9F5a|C*G2Cc*W^)*K(5o
z<$!C_DSKet&CzOXWQ9to=w_>`D4J?QA+3LBg13KfG+VxB`ToyZcOTdXBb(Ik(yv&W
ziyFtCWLo+y-mvMF3;2PC$lFU9l?w#kQ*_i<rne;^E^Il$!S!afCE#7&0r}%#DNd`}
zCsn*+L`o!oEcIkDhF$V988p4mt$WYJ;38@0#~S}GDe`_$eq>;#YTsrA+=-xaoHBau
zovi!uEdet_?jE46T}yZm|NgnqiTpeKah8xuZsH!qXK4q{QzyFgvnCFP&FRlUCA92M
zwSHdO2tw7h6YWlawVb`fCxC?s{Z11#D3wIKq)KfC6-gzZwDI093Y2IzHiv7r5#mVX
z@Pgr(esF2U{2)X!voe@Y+Ct=YYvAZb{HEKz->psM2wxZh$qo~f(}=HN&<@=UIGqMd
zALg@e<JYZAKbF!pgl3mzw~QOfhaljgrn~rlsPma`G)$y4IvI*M%Y+CNaCyucjdq&-
zBqfi2PPH&BD7b{nGkRBbNsDZ?HJodA7O~z9@YKA4GkFbS6JP|~Bc13_{L!8T#56Z@
za&KLO%Nhb!hQMWi{K?xSHF52x#3RSx(6EwOhOD2CI7fJ`$OFcetbXLkGa5AAaNPG3
zzn_`|Qo8cz-raXe*J_v`rF<f^KmseWp^u~J#=-D!eVHmX657nq)_+t$>BdbOgJXS7
z)S!UT&;!vnhVEt@BVEb9|3u6vzmRom2J(Spx_6TupcdM@X~nq<bg6FgMN%8D$fQ5+
zEOjg&5eds|Z#Sk+rD8R#XFc5fMg4t=wq*>zgkS5o8`i;dI+s}ds4Jhr>?u&j%a0Kz
zIx@Z2VzChp!e=y5c~_raC%?nM*ACeOPywgD((1PjJR?*3J(qYAqK`<5>;*WMeEfC{
z+iBURu#jcs2Y^G7e%KVSD9;i(l_Fp9TCQ(xOmtS0_?aVYr|3nxggly{(|ggzraZzq
zRuI>KlBw{?jSKvX_78Pc{4Aj6hlRxXx#z6W5>SI@A-TQ_{ALC39DvA^Gw;jf+|#7a
zy%wq;?-Uvr=0qo9wYO~XCFVwy;Bh>djbkK{b&RIghyYx16Gsc}U!fAgh+a<_iK{<O
z_XNs6q0bJ_e8}y7ZXr#&i>5lRm^IVZ%y?bQQtGF*4tj6-DpxmQFghf@iz;h+%(&z7
zol7h(zSoGHyqY2ss4#7*0g>Me9VkBnJh4RgrYu?WaYC7K2g{oprA4KWE~C+1*L(S4
zq5G_nLej|WyTH{1+jZM7<9LN*H*8Z-rh1jxr;L}B$ohK#{`>LpyFg}qx#+2xI34ai
z?)acfXyc(ke91m=E=WhHa+6qm$Nf_yHC3scKDYt*FkN$l&Lr~vukMxf=Z#h?jYI!)
z3c_$k^n$O$-$=*L0V&UN`wk?I$auG*bHIh#;_cq&YsK&$+UKOLQcu(ufkH^Bj8pmf
zG|P*1TG<N(l;(gSZX`=~$x-wo^PBj%-^QCDG)DAot+HL6-L<-#4mA|Ww6yMQ-_d1w
z;rpU2e+YBC{Ta!j!_0`bJPBRM3&H+&?n4h)n+;L0vBC?t3o$PMJA+gwUxICcM2;!9
z0w*HAVli_M{w>{O?WKTGy+o5eH@y;xP3?L05I3ex6h4oruD2vpvqfLd1V+W1g=}&C
z6MCz4Ts&A2bUa+EU@{_)7*T|)Ie@6^IrDB(ZBANLj!EBSOHM<nrQikc?P_|`N2c?|
zRjn!u%q)`kq&Jnl03p4RsN#T9W7BJeo*F|omWX@{xL=fj1j2_}oa1n5-c27oQP{4G
ze!?`BGnTM!U2G;NAq#9AKx5!yjl;4>yBN-ZlCe}v5M@m;H^)S{UVX#ch#>5Z97*F9
z;f`C`&l0<1J?J4WZpVnX*uTiQphH^M!^7xtJw=B{dG{%3^ZeC*eqRK&I*M4geXjW(
zL(DOso?%|-c5fs72M@RTwQND45^d;hQXNhXBtuERy0!@zTz8|>azG={sMvsh$TQbK
zmp>@GnwO=Su52pAr1$k@{YR&><Lf|4@LW&Vvek2G(OaB3v8wkz?7QJDwBI#t6|W^F
zNn6cMX|gaw8Nz<em*ti`=W0kK%Nk?3o7C|tVdtzaSaTV_Buq2_N*pe|^}7p4DndZ{
z9oEM=bvAN#Bq4B*o+~pDwUadMTGWgRDI|Q$J0iRTG-N$bbXx})lJJ^mx^l#EH#kmW
z=>|Bxv_gP^JD<80!}&f&Bly|+^Ha-kE+kF?e(egs>;BVtY`e~SbcQaSH!!0MRkXi_
z?n<g05r1dXk}y&NUfECx&I-)-PP@POWI2iLwGJ_1HZ?*vu$5Q6pSb$2<Aqhge_A;v
zu9F%ZR<R9)Vx_NDnKO;(>s><4{s4_kN`-Wg4;b)dnWxl_;cKI^bzyyE<oDOVZ+u|=
zfvz+lghckF9}r$kM2_#IP)KMrU*lP2YX+uhdFS37a1Sy)sQz*HlN~{rjVF8IR#m|5
z-7CGqab4P-RI7;fJyFZquKVt8ZBOWN)hS|;+$8*u8Mj3_Ub$$rIvH}eXVcChuP@Rc
zuEeR@nNM(3!!?GbV`nrrj->0Irf64qhpBqyDz3ze`S6~sePoG>|MJXJW&C%9b|ubc
zgyzH+?#H;PE_MI15jK^)Wu{HE8*r#qG-|wyb~~|oSN0QE>PlbidhnP2{pv}9?31*q
zXhWubM=?l6<yexvH7py*Y%dJRv;7lVwxZfyf#hp;gGug_kHx!BV)i5W*I%y<qIX%t
z>wQ+3Blt&j`ftdy-}3=-ANl0tV-oroE&<s+|0t17K^(Tiw7E@1NUA`{Vcz+53kW&<
z2tyUHBWVc*kJPJ}(IFhA<hG$Y$&FZ`Fi2Ah;fr6-+pF7)i*l+XL0Al@O=EaAKKfoc
zRemOpj-sr-{vw{68#B<?V@U4lvOUc*;2*Hxu3E|o_xY|XoF=r(!8<nA+EPm0{$3f3
zhuT3_7P-6@T2;E=%NuPN?bJ!td&B$Jj|dOl;Oj=(t;EhJ#zT`=;g?X6fbD~2<1(Qv
z))kfBomVfY_A=-(8MweZZyv(KSqI#}sKWLsj%r&@wzRc!(HS;J`i|DFWg@aJXl(n`
zq|Mz{-93uiMECVZk7T@R7N#4oKu_ugbBHn~qC;<4fBXhBxhB@j1DjPY`y|J$AFjHr
zc*K0elmH)B*+7G5cNI#-JA=Lo0Ka0=;*XD(X9+7GTr_|&lOW3*)Ks|jjLoH}ltf^O
zG8zMq-ew$T1I-V|{8Z)a&)+V*x_e}80mU(PK=%y>Ls#{G6wn^`W23%aO`B~N?|gU6
zKE~dC;qGqd)iAuc@l9Bw)DIA=wSx)*u(($1c@ig9oye1^bMB?}z^%blzo6LsN!J5e
zT=+LYI(8JX8SRoL);5ZU>lGw#n5nX@hxI@Gu792iCDn*vt^ScJ!bEGvTV}XW{;}sM
zbUY5L5mmDQtmI-y?#+J0C2yy`j#kV~5hzT=wu=T?Cml98P1b1GFmX%k-pef<o~n8<
zF}E-#Zal3yOIwal@kok)Nx0Kc1}~=S-e#%A;Mm^5jtuI>{So1wli1rgi6?K%)4dQH
za~UFglcCs=@q=QF$Z<tS{CGSQD0sx{t@MlL{@YDh9~kDOj3y_4!crN{-bKr|%lTQ>
zE;Fb<EKKcT4rPKmorh3je_SME7k8N0vN*d)XDBx|_2>P}Atg86CzbKR2+K4F4;%TE
zqcg;PhvBXs^z*Y?igv4>Gq;rS_J!gdzfTPYe0MQK?5)*o=MBz^T26oR&Sc{dr7Whh
zDec@kNNWDhW*%lhShf?WMcVw$VwSFkIGUw8dDl#}cy+ql7tzgJze6EF#7%Y#?`PJ-
zz1VMlFOwC1yO&la9E;rs9k_4<8Ir-oQi|H|LI-<pXl!gvYVl?4*lix$gS)9yCZL_0
zLVOMu8?C^cUq&B;=EZ!}IKOn-uk)jzs+O8~G+_Or!FJjEsq}G0uhB{I>E%aM%L(Go
zPmgy%ze89bwfwOESp=R0Q87v^1QAU!txb5&9+jVq_tj&)ujT~w#EEppJ}<O9H$0xe
z@Lj*!`$|-1`Ua`eU7MQ$lH<NrOa;{o!0^l{%z))ajZG=qIN|aD2THgi0wfc&CLwRq
z%H9v%mDd(xYzuT#>aDk7_Ak4P0aoQSCj}E()auwm3O7=MkL{e*xAT572TGDiHTYw3
zAKI+Od9N2%FMQ8yYK~inEPNV$D%K0Xk**ef&6#{tVL&>Oy~PqZDu;)AZp8uCVfajj
za8l?IuY*<O*jd9cYOD9D#R}Mru|EuE<JFC{`%P4ue{>gBf}OYpc4CEhBj~w>X>%%=
z9k&|co!OiU8V)7ru6|jvv}-?_DAXwxipn_|%&0r-dqU)hChb~Ue_0@0xn{VsIxXwt
zBg%?e4$5$uE6Vs8oE^T&GW-XQ>GyvH)+2EgZ{q2M-ZYGN(CCf{1b{^exl8AMT-Fub
zuuTmb!_BLsNY{RmORl?SqZdAWi{^hDqZoq7BZoJ;jDR+6-D97+oxQl3YV2Ntf7j-c
zfy?FHT-J||LJ;vwVVh8wAjbIq+enBC2kgDxOt9qdX&W%$-w89<x4G|~I|p~nP47(7
z=o#ovXy*k*Ygq`Qn&tBzNS~{MaAY;U-4cC1T@hURoh|w@voMoQZuf~W1rSkDT;jP}
zQ1-dc)QAm=U_eO5X$Rc0Jl-%(ce!J9Nm>9Vq94r@f?#`v^x|?YvN5dLQWZaX1R*NR
ziM%$S_JSminW3K5Qhs)1XeU*0Brvn}GX5n|)Ul)D3Vd9<+z^{3@-4!ae88nTn4Z!?
zh+*487g!$f29{Cg9d=f!vNV_Fhq=}$;%j`}_Bni~8@^sPtW)D{@{5Wx62f9oGs<67
zs8&8;olfE39w4u){Zf2jt&5MRipSDAD$iK_6<Is!qpAMPn?qHYEO6!lkm{OMaZC$n
z`oNi`eyq{)vPHKuDM?WxIDnEi<rP-r3NSsGOXeaTVM<pW<cM*ibcmO5Eu^We@)A29
zR0dE09dEO7U)-~-wRSE7{1y}sosO*fuwK8FPf^9V49!q&$a+vdLoR8a6P6dMT>i##
znE^4N5-Mf>2QlEa<W(yqp&+JW7cPRThwJnU_s1|QJQ(XMJXYjr!8r6?B)EVXsF>UQ
z{JJ!q?80S3M2*37&G}?HyZYrZ{<5<&hhCpNu7-qn(ot+Cz3ckOq=-c&Tgv#ipEfzG
zaVkJ(F#u%h&0ot=#&`XHYx)_2k-u#O)_&UvNQD&RU5As4o*nO-w`iAE9e<s!Jij(`
zq)4B;6?yj?^$*Z^uWO2n?9-V~z9V1JNkwVd6G?yV!?4hDxC0mxApiU)M6>Pk3;}~;
zsO&a&pB#Xsg~y-I9w0o={&o%6+q>ugxXoF2Y(A@I&vm>w0UIl(Qs3p?i=(@~__7<9
zg>p#OSGhQA=bmXQc}^veBU_poq}QNr#mZ7x6?k>|8KT`jlA+fbMuaH!iG>z@>uwD}
z=BTyY=w$!#$_17=wQawP4Ahjo`s5#<5Vmp80Wk#m$#jc8sPWM<WlImD9kWa6uEn0)
zPFStcRU}}VSe$1#%C3YzhP60NrNAUsmLKq0v*m&9Vh?SXdh24tcU&)A#xY8_%xb>F
zl+Kt5%8}HBcJnvun}vg}+aO=$wmLm(dV(S!Qt>Kq9i&dZ$l%U2KP9L#NPI=&c;|ho
zkpwaU+B+2qS}$A0Xu=SHFTI}kn=k$H3ro(Z1X@sb!~h~pe{;nm|IL^d12nC)P4@Z!
zDzJo0z7+&8^(vhY9x?^Rjqb~6SdsC|6Mc(tO)#P~iq8;@pCS%p0vcgLV9OZVlmFd*
zlIK&qzwlPln6^CYosZmKo4=Uw63#jO$~EavjqCW4eMo3vukPs=gxjQj*`zg4sr<3J
z)Jw_Y&Lm(n%w*>$c@RYZRJRUH=N+IcsCZ173KhL|b-REa+1YMW*zrSzKITV%C9(|w
z0#^%v+u#~#KME*468IJQD1--YdWo8!>5Wv1$v{96)FW|pjK<m=4Y%{o1}e7GGdGtd
zXXE447`@jf+Hg$w`MH6qj@@!g8S(jj*ZIY_;t;UD<LqvVL3*Pt6`xRKHX*kZN569J
z;uo?&-dIHp{+1158IgU@I-rgdmM@k~Cg%|&JkVJ9I*(1E8-NKrKYIc-o0WsTe1EkV
zd*acH90JmFZT$m~$8676AdLz)z%#uZU|T?ahtj9~{RIL10?U?Zjg7qlMAU&@MIZa9
z2IHhfG;rX&0K1!;qYV^MWAgBpoygv&@+7o&z|_TEXr2+|d83=}t1-|XD-1?Nr$ac{
zM<d(k2~V5B7EAg${O-cKq4t<HuXUTuA*_btXZM}v7+%`qI}br)R6zXQgu2+w{H8CX
zJU^8O@bGPi%)X0RNt?cuyrWzYs9XhB6+4lGUie{*5KyK~(~)zt)<mUi(gBrwSPNep
z&lE72G;p499@GtAoLf6?uOQ!khb?EoBVfQq8E6b8S8EyFvYOe1@#u;g)LZVxF(xrC
zM=70=94K#esz*BGTl04=>ooMoT$I>_@tGuOohE<&FPRe>NLpT`RT}qXjxQ@?Ck5A5
zRW7NAdZUzYv}xoGmiGL^75Q`dUfiWW3HB3iPfB!0T+1`1s6R`iY5%IHl;CemLB1Ox
zdM)DP4V%WcM1fyKrJ|${U+vxdTq)PGb5Qz9PfhwM!eEH@d?H%>`~Z8cVtxV^_Y^La
zd5;l{KQU%5Pj9Crf;zQDWR*W{tnY`!^Qel={P5kP;lG<fLHVv~LXHdfB9WJU(}6bp
zf@2^)KLHV48UlWSWqR*bMCy!s$Sf&_=%Bo-Elt=NGid}__7uvLy%$<qMkd*`7??jr
zgIZKM;6F<L1A2{fhmX+D^5NG152e3kta5Qi`9VmHl)pp$QsA|kCu_j_^<M_=Sg<AY
zcha1PL$-xhXXf7uDBx{N&-FMmf88;Jz&Rm+#IiCc+rsWFc<tA%UNx%)cW>bCa!(H}
z(AU9;bluFt;OUuwD;&{jpl6|!^5FaA3vBzZh5zXMZ!%cZL$+&PJ#Ys8-EseSC2{7;
z*VXoC8z!lpdlyk$7**brH!AaaWrP0zlKEr5snX)^V*ix+&sw`~&x<8Syo{CT)d01U
zz1bi%REGD*^}bsVc&x-$|1I@D`YrWG5vL{TEqRmA)g`)K=22xktc7Z8q;(+o0@PSp
zzvk_Ge7^ij1(CB{Q6uD_?N>Y>U0gH64Rr}djlPwp2=M6WRPO?*28zyL_+0nPdV!Oe
z#r2-XB$pC_wfdFibVb^I%P}@UKj$+U>nk-=liPRMV?uxMyr1z8bcq!rJ1pnF8<AsL
zfXEKpyUt%AvW*&^T0S%91o%;>F{seSZf-ERv&(3XWw!DJb{Cw#)ZUXK05R;O(=3JV
z!&YO?8zKh*&5LK0Bg7^@!{|AhzgGS#U&>Tyxx78>^UfW;BqJBNdzX$x`+<3csUg?M
z>lh{J!(2wkL`6Fa$R&i3xe-c-NR^szKO%)wz<tZaa4UeqCJ^!bXkc`NQbSkCq=;#x
z>|+5!%`C8;krD~;rg7?(Lc1FC*l~??d|dC#UVtmq6(BYdHlUNkS+D+xH5Wz)KcxeO
zoWQFVFp3=whNB0%&3kYdPx$iUd`u_c(rVV9GYxpPGo_9pGQ$qu9O>NcF8cW<)lT2$
z^3>qdS=%XgyRN|>5RvdcEN4=tY^EG!aJ8EfhYu-D>XXXMI{>PsKlowN)Js4UKOGpl
zKs|pi;>B0E);bl~+zyk2umBCT?f%%7f1Q!3`K6^(f^s&B`MYI;t%;$iXPs1$tUP9V
zg%nmzdtv#KvwH8%m7?!6IrMuHCR^5)j%MAaH2WMz`L(+Ea@c1Qbh-YEgCyX$A);-x
z?b8A-ny#&gai8=LaK)rJPZA>`D&_&{s<s9qZB-^Eq9CW95_~t4hr}4A+;yT8t1tRW
zyhjdv^p2gRyiEDI3-`h3Cz1%EZ4DEHdo`)DAbqKs9eXw_b&-Dji8W##X^tcz^8dGD
zpX#?_pKm~0O?Lpr#wKs9PEv@-%}EjHP-NMjMg3rqHGE>r^DIhX+dlUj=|-|7xn<$|
z`we?u#pZ+KL4dr&YrIOj^dS9Ex5TlRpCqu(&9v`raWUpC%}x52hb8c4$^PZJWka-=
z^e?3JXroRJ^_nr)Za__RMn&DRtVQM(QvG=OBZ@b4(lnde)6^UP2)7W`U2voI-K-o_
z543}q+nhf@JJ=8}#~}_^neY~1<{vF3X+(Iz88RDLuc$wacY%4RwZ^D=07fkThSkGJ
zKbBN{`eyOsr$DtYP~7?)`&fN;g-Xv$co{ulc9#mCMkSuS|L}9A=feA@XR2?lG_^mM
zU%zBk5N3B%BIJOn+0gr7VhO<XQ9T%*Q%FhA=T+WIz$|AJ8|#N3<`__lWrIhD(BYQD
zx^9Fi08R5#$d9oD_^VuN`Nk$eL^;jN4*G)v)k5;ABOrT3^#TRI7AA{8HUVrXG5y<1
zA9I6w(r&^@dPUA1fzCBaDgLm=s&$)kPr;-)-5ZrxGg(6JSED3vE7nFX&RJ&Cn)oeO
zeNYKI75Dzxxs_i7a$O;n@LO+=^%~_A5AL#K0nOX*jg0U5xv)~$q|C=3dGU`&U#;Jw
zWUO*8!am_`er?mPpMVY+=F)uAxd`QpSjC69FIg|=QR<bkw>e*mg(c!Lxd#hX%seUV
z;yuE~KE$Potzi}O{2okHsO!y4{D`V~tjF|{EAupRgZkyM)cvI+zwckCZ^qh8>Mmc^
zfE&Dje_J8+ZcpBp4KuzY{s28-7>8~nS9)TJyj79fg6`~Pt7?k3m(o?QxvOHDGxTu^
z+*&-=q$S(h>DrI{%!w#H210@nE9T*|Wc-HU#!|FsGbN_9`Oc@v4pSr1>{sBen~FoJ
zfhOYfnTAPs9SZ{`TZN~<Qwt54Rkbh~5Yox!n|y#XNB2+N$3ekmz>T@b?K?=7N>HAe
z^m-Vgoa?q-ct>~xN`}OZht990RV1mcdq>i!3dU!iF3G(Ds{W8|<>(bAWfNhTDd7}7
zt^m8zjWB|MmM7ieUm||tP7&1Y&Ig)H&v!9L`0-fHxiQ7=f8zmXWJ8SQ+4JRenB9s(
z?r(f3d>yBg3jK_ZGDnuo1JVVJfSEAK-N!g{bqfiQ714dM>P{)IrA9L^a8BF9C8W>B
zoHKsWO4CV<)i;wI5yZV|9A|3>q9yt$m$6=+JK8J%I3oWyHNO{L&TAQu!1f4!LZKMV
zF?^Wk3)57WJp~hahP^^BeU2k7l~57GUOu`wm;Nj)@+f4l>3`Gnll`IRPvYh_coR=N
z@dArmL!tp$h3#GB&iT#tJl-F%j|nO@`YrUA)(-2u&R<fd)<d<=si#?xE81^sYZN^h
zlCke=%c1+;<an0FVTTQlCXHW*vscu0w=V*kAQd)?3Pf$nIn&%*$K{JGVdv-z)<7A?
zYp0Zj_#`lGqzEZo9s0TQI&(Bm__VqmL8S>lg8`Mlsw!|(tut3Hcvu-Qb5&K8G;R#(
z%FC^z<fRa0v{`3Gcl{n^gl0VeGnR3kXp??=*c(4<v=QC|>^OQq<S&i(eG8DlhOMZ~
z3(v4NtI0p9XECrWC`P$Ymha3bN?zzPRnq==Bbry@F~>+T`L*5x60L)W-C0<`5z#Bk
znm<_+JFjF0%Q=^BZmYm%md>W0b0Cdv`}rcrZF?TsUW!qypTIm+WjVL?_PdwWw!Tua
zL41Xxrfo|AbLW!NHno9GIkNEzb96jyWzDeg=DMi(O0*2F!SjSz{h2E<5qpgs)ojrN
zb&++J@o|bh;hqe9BvH&`)oi&%ZP6{Phj(h8yg<h%l!zM@(%-DPjcHgD%P999yrRyX
zFdjP$jiUR=QkZuCrp4;!TXqHv(YouCUF16Tx|mOl){e7;<$O5Fh_@jg&0by()!3~d
z?Z(YFX`5Q_4jNnkOU)V1YD&C?;2o{Bn18Fz`gwBc6zlFY=k0Z7f7YaDsppJzKjz{J
zM7+#X&3JfqH$Z&Qs~+&Nsf?^Zvv$lmf#ibSeVUB`?O=d~q-{6<va_KMbsj9O%+Dz`
z)0^|J^WRy0JUMr#E=$zn9UY9Z!1&E6G-ii$P^oXFFOF3JZ?&RZ^$5$7u&g0|^7G+F
z-9+O07nfimn~dv3Y~wvs^}59``Awvcf5rg;VBTq59xE<QApQk(={TUOf7b4L(pIcx
zP9a-{j}t~mp8$cBqoIC#mAb9C97OjTw1qf;3t8!7v7i9e?h4vDmrIal4sHZ<kXZDX
zVX$KQq!_@v)Qs&y$T7_TqX6RKACyl&?B&8UqK9wBSU!3p9O!nL@|uU8MXieZt2qwl
z-#!6d&)BUBOB$X4W38tZ=5xTe^D5Qghb{m6;$QZ@w&D_?2Y?=fDuiQ2NkCJ0-ufd$
zV1Rlz6Gcs7+Y>5-g9I`ZDmv!6Xp}iG1|UxeecNTRFgHTpoY<E66BUKawt9nV20S#*
zHF;w<4OTUE))^gVuCOU1R!b?}YCJl#6uC4AdQ5&LKr;;)Dp+L;00SL-8*Z|c{+Pl1
zsO5bhG-MMVgS~bh1ifFyd*e|QBEx!3X2xy!8Z?ir;Fn2_fXcGGyl4-Y8&wNU2}>|@
zIKTSwWlA;Z$?D|HQ+TPQI8?&1T-i8R)_JZi{0nb2VZvHW%NTf^BHi+cYwN_`F%GYs
z?G=ipxRm)0?>Ky@BSXw}M=>(~{IOM7#5?zUM^^$Dg@VTig>$zqbFG04nP+~VnJbay
z3<p(hHi<h(i#xX<-18C<66{}iRJPV0ZSa_<1mkezm%I0Y{CHXr$S76C`$<(ktZ;n#
zM{@y^*jO-t)(~vvDkKLIwzI1S70%^I$+z&1C{$ZuMPvYlAy6%~D8!9LxCgB2(Co#k
z{!5}b_CX{>{@kDvx54f>3nRr-f#g%uCEYWFpI>TKgAqE~F3GAVzhe3G%N|xsABKjy
z>RSXOlJCp6Md2oHIf$^pyZvq&X;&uT^?OiqXyDrz9NafZ7g$$v50>!S=)<*WaG07D
zm{nXJP=EPloyWDg-Cju~^qR%79?53D1Fvxa+X-Pyw)yP9MHAT7Blx3z{L0@l)AyHP
z#<u<e=IL5Csbiy-7q-c5#BPATcPnHYP$!R2TGCUP)gv+gw`;&V$TeWfJ<&w@#qG)=
zb@>J2&50=e%?-jiYb*Pv{>k5_0TJ%@s{b|(pnFZe%Vv9Lil&qQL0;N^0*cpm-7Da=
z?6o=xhhiC&uJ+X3DFSc#I{9k(Dh0=-Q@L5IJKH<-O)a^uE(tA(0$<+Vp88TpQsPc!
zd6#|oW`se*WzxfYCFh62gl{_<nsqK~L<$XM?(Q#pUI%(jkqnCN+$*c<o=rbLd;Y<a
zkCumc5X<@XLvpWyd}}wizGtBcf{x=zB(1uM185|;Mt1;dj*eyZ6^dttSq12fmA+)s
zIdUH66H7=7$3I1ftoLAi0C?QhPxPE<4ZSmI9dHU?-QyH#ATjz)nhUr0F;!_n29o(n
z|0w(MQ%Sm1OX<4Elb1}b!dcD{0g+Z8-rzSUPS(KSv^%Q^Bc3UlNQqOd10W*m+@~;*
z_Wn_sQJf!s6JTY(6)lg+@yhI+fdfw0T3G~B;$8Sqh$P_P4248K`&0xo)(R)S!qhCO
zW)eAYEGtXtKq`Qoe3;xp5)_Q}&k$P8y>jIEQkC_s!M?*#Wk^q{mq6t|R0Ew5l-~Jb
zyX2Z*8U&@QTpS*POjveFB^?8$uXMd6x5I|W<UH17!0deCSfzV}cg)hEhLBj*(JevU
z7?;s&_5u|@Bn-U|*Zjh`l2n@)Uwb?@`m_A|*z+diF(vtPUvj)`@cHfM8!M{K6ukit
zjx+V4Rr}DL1v+-%{;OUN-0{ThUaF}xTY~@iclY-_6KoEc%$R_o>*cq=NV7*(?<bj*
zoo^;W*$UjO)w|9Rs1B)$%uV$;KMe;T6|Z#;W;3@lS<(5dHANed^hfJFq8<y;Oxa{2
zmKe(XU}lxhK=cp&;{Qz$yXWUiZqK<)V(8uWhQD7Z-a04KOH+5FvoDLtr)!{#PAF7t
zlSDYsYg}F!-dskZ0_}tI&yRa*<ez8E@WRtlyPwW2fD7s86{9i!*=w$itH9n3UjO;{
z-m^Pkrm6$r1_gl*MBeC+zm}IDmx2kW{yUgr6&_Xy4Vg^_PR97TuUtK3K!{njmHm|A
z$;1?fu)*&!)ZI5f9&~mjjnPitufR`)@eX<;y_gw~Zq>4@0=?=(XUmuey`>H0@?!sx
zQ{RQkpkFkLr+_X23G7b02YJD(X1WN}sxnrAWGX<b@KtR*q*Ypn>HjNOWhU-XNbu~J
zXUOFRs-170NgsXN|Lr$`AYkOxSL{{y5_bE;ap32~gL<z>qo*)KFmwWmM6BOGJ3Z+D
z9IB3BQdSIA(m)BDc<jH)9Db|Be)vR`Xh?AIw8(y;dGu}D-jvc|el`s9<=?TJ|F`GB
z)2ifs8oyOqNMuYeB53E@>4o>dsbatVOBI_9q@BxXqz`kX$jV#8qQQT_pH2`4zjw9u
z(;Zx4S@4qSuB4>eKvGFo-@QvnIu>B#@&wJ+$(1g|wJK|@PR$ZV{w%a37cPA&7|yt)
z3yI5bS`5N~LM+7b)h<LJ+@B{l8Ev#%%I?B%AC_18b^1SD2gYgS-Cq3z+W6N85RZV?
z42);5n@~@zW2p#5!C9IfH!F!qU{-HjWS3weyW}(WQX<cT;!U&QtK<K2Sy6uMrizJG
zS^rZw8_dB6l(S|ig^TAdFf%X@CUpbyHZky9i*)?oM984G0fR)6z-qvcSNG*#vRR!@
zsv++XOS>X|4=$b<qmBQ6RI{1m9~`SDNFBo{c{i(yBgYy4H=_Y#JZ>ZohRC4!$LG;(
zl!{6Epkb126iGV_O|{mTL)xS2Y&o`TJ)E|tFu*Ub{SZUC$1?2@{!arENNS$qviQlC
zHQEfi9CjD$H^AZu^5Jq0=A>mOa8AMULIsP;Unh4UN97n+uPz~X<0;w#1UF+?qTI&{
z<a?Ni{lmJFKv)j|V<@_X{*>kZ2h4hmhX=wPIW&mzeWm3{8JM8eEzFBYwN^2hguL&E
z#~K@ExThc}q0*6J6xU6szY0@|mwPz&PdrQsTv=U~kizPBbZCr7o`p0)d?eBS%Cb~2
zu4A?NK2=&D*?v(BHq(n0vHO!NW0Re}f=F7dlcz|867kS*Zu2pabPJUJc?<l$XMVG*
z1aWb7y=Z_K;4=_`Tu<k(H5V^pG$GYUUdOEG3G*NAgu!Jpf?0{3Epo4xHr&daG)xs8
z=Vi9}hgA(Lh%uEJ=f1U&_A-LdvtmCuXA15zCtu*rgV#mtPp0exh7I!j#9J%I`Kx$1
z9B6vijdLmSTj}k+oev<Q@+@R+t@sZJ`1i4qlwk&e5Srx~Q<hbKvjoM-(#Su>7Ac5H
zKE&ueoD)=?(OYGGRe?$|a?SnC_x|hkL-sk~J4H7B0y>>AAlW&hzgs&88XXtpa4>{~
zg5;JgRXK#WQuv$*J%I1AgBD-)BFl|S2a->v)a6Ay3c}p?7JHB=qpHU-z&GeI)Fb&D
zqx|dZ(GvIpx~t$N22mkNFDcn4Ch3J+5y=Y`m&u$z#lzx$$m|v<(X-S=C-LuFgzS+`
zdePq*%5MAzugwO!jBQxIoznUpLoe~P=e-ytZ1N)|VaD%z8E+G<E~_6y28jEtb%ceN
z2!;FAiTO<8pC1Qb9cAN{*Mr>v`fUL-Ip{V%&${~N4=aHGya{Gt9`gRRRHo%fx?}nv
z9Sx8R8`L0T{|{$p9TxT0w|hlVU}!0&K?J0gmhMnmT806UMnaHQlpeYT1VIpyMi{z=
zl+>Xll`iR)I_u~2?EUETo_((OI{)lzZ~xe$vu3St-1p~(ad$g~G+RJ~f%M~KN$sF5
zUcDQ4#Vco9BQ+=(c_igrTc7`aW<LK@<xoNrg(e6{CbP|D;<{fJQY#Y~r#L5P1(d2_
z8zhgo{3(FfH~OIj;DZCEjM-z?fv-78qu-zaf0aEd7r!p!Ov5PPa%Sgo4&~*PAK-9y
zM~7Vb#KKaMwQb*;S3BQ5P&C7)=I}2C^IxCC{{zmTgqxF)sUsT#3O#BEl}FLjYD-!J
zAT*7qN7i6@_HvcHjIR>UENi$ojDi#A-&doq;Q#&Nsirwk0{7fqCSR!K53b_Wh0j{1
zA+sraLSAXF<W%uk$H^+i603WhbjZ@o5odEq9%8mafA{|TJ%Zl%N7PRH!#K0_Pzxa$
zxaJ475W(j<Z;{zlMyWrHFi;T@cqK-BKg&IK>)zPa=)zkq%E37%7)O>_&1+8n3%#$Y
zAN3?#Oe3X!hZX#NGzt998PO8Z2=f|xlZ?n4(eSAU`oBmCRpRNch`&*aw{1Qc8>6o@
ze4KnM3xc2)#0vk8*-EB`ZpIUQ$Fp#$Q(&oPd1gLO0m_!BD;G5~8QFTY0+OedWvecE
z$j?%snTj;j#warmn$?X}o@<IMqqkslnmbPT(Pk9f##Ha_rBJkmU6mF5{r~@WS?(A3
z9~cV+XmFYwuk+fUzI?sg_SHh@cl5aa_9GnbZXaCc?!-gJ7EN6l{X?CcEjAPS_(lDj
zwt%<u_n){2a=!KmFRy(h=@5eM9<SqZPjL5KBRfy_Xr!nk>-pPHY@=EJ+F}Uy)wml%
zEHzPZ5AwcEjiITScf3p63w@DBw66{@Z&;Bj<#&mbZd<BB*_(-<O1z1gKVJp3({!Q7
zCi?c}gQ9Oehpm4DL~u)g2l1q^mzN0e0J0-BA$`8JJ6B$YF|Dd_euUUmOH<$CQ{VX2
z#C^7qWoCMrYJcILK61-He)fOH&9P%NQnNz^(OU0FBH<S)tNr1?g-1sUQxV~8V90X9
zUuI|k&T-~&cVF;a;%Voo5zMrOBj-ft9<RM1p7fG@ax`39{P4^4=hf!yv0GdQo8M$B
z=q8$D26YJ$J(G<2m^^L5b(L@__KV<&ph@%D8`%JgONIWWAUaR0T)T+dSXENrfpP$r
z_`uD8iqA~$0GJi&0Z1zW=~ff{*EbJx!oom-209OH@cu?=C(V#PQd6aANqFKLmJXo#
zHWGJDI-`0ci;bu6S76xNi8LosqbvOX>T~|}{=lGGwM(fcUBUDhVt3AxbK(m00pgq|
z(bP!IkZYDFi-h9|k~!d5cSfeW&n2pgc8aoZy}uy2No=CS>U8sEYvR@0kNkhxI|jCk
z#%k7sShOwu9blAC-;c70*918<596vzJYZ<z%wdAv;Z!lt^fFM<qw_M@`^enx3C&oc
z-h`onfvx|Z_Y#hCZ~uFMGpYhh6=V<ft%piq!IVDX(C6LPb6$TR;q%NImw&zQ-v&nj
z->m?Ly>hfO*yAsyK0c(>4;Lx%|M@<M|N4ras5K;X>CA|r`-=te_ZhZwgR0ZL+l?ne
zSclLRaUA~22&zuih^0Q=2)L>uAlJzspjnM*!p=^eo|Q3aQcpgv9P!Ko!z}JNZTF@Z
z*a(mhgaDZpC3X)^i<h^ys2RyPYjs$#VZ5q>H}yH#^j{jJ%>uU|A^c=nZ^rF<UQxYg
zC1k1u8TN_Fl(yn1PTXv~ISb5&ns5iSZUt$wD0c!4C@zln>$2_1?(n+*+xvPfEi@1M
zMy>%XJTU|r2w!tdT7mDAkWWjPS&LnKa<<lS;1~`DWN#t2G9iqTJM8rm<jB})yl?>~
zpI{OBye*P>+k5zSgN~}ogT&6^=*`D@wad|CCO);4wP2m*#OD+)FoXkE2O3{2rtvEF
zMyu{#>u<cA`>=cL&e^rflvTk3%yu@7L)UEuutp2Jtt0wqWFAov<3(mZ1ZIWFlOd(9
zPu(hq>YutDbq;<TTn&UY=ZkZ1&(F7aD-w(Ad6)!uWZJ$GF5I^h_CZCx<Mp^twEjJG
zm`~V5Z$^sxchnJ}Fo6#y>x&~q`dq{T=k&=%mW5x1kB;BDPJxRS*E$8_Tr0I2tyh?g
zF&br?+9K>*j`t%<@wA03*nt9;)8b&zC+{s07#g4lJ{LItFnoxM*VBhjgxI}roBJ-K
z6QVr*;vS%ucKX$cz8&^H4V~)U8F2mq1Pt6XF5P@39&Bk9z?a%<XOlB@@^hsq2+X(G
zO<37_7@0~0?lOM@%{Urj9hBY^1?z8!EztEYQKhkz;L$Xc0k{FY$9eAbnkK!i7WRHh
z?I@#bewJw-H^zZYlW%jQnTUuuO_XVTe;o)^Ho#QA{RbzW8sOkbD2i%LdMv*@*Ea;*
zct!37(lQ`?=WVC1FBn?{RZM#3J^TsOEHn})OX`Z5vyW2jb#D<-<ePx)SB&+DQin!!
z5M^4?)u~huu-&?_|3>E$Aq^E2JItF^y!drQYt`f1$f`}tPmZhGP#C+!`n3}J^0M6I
z?d<XLwwhaVMF2<_sQFeQ0O0F}G5m>KFM*i*-G|Edlg-Fy`0EX4^_iJnNvi<QK;A%I
z{{G?Bi#AI~x2#M?Wcg)k7&o@@UmS!7P!{URU8m~t6R^AyM(@{{nLgj=|LSs%E&?Q@
zT6d@5#-`I}nnx8n?)*{T{nM!68ufYhLEy9WyCE4W=wBS?tX0Ntf`~Rez|hYbt31gN
zlZ=q}H9q{LNW%?x>q`~6ee-a}&-Rcb%A{IcGN5nDCU-8j^!rxTZUXgI7i36;65N9C
zgc_lZz|M;GWK|B%)&A%x4obmAtwC=K<R)iDm2H2R_pAi%16uNQGt#~82Oy2GP(Hg;
zgiV`QHQ7S>(+7M%gFv2HqCI#EEi#r${r@(iv`bD0GiO?4MhFJ-ftAHrGZ=rHM?+z$
zcEAEj%eCh1Ds?VqgsWm)D?h|?EjK64aOhSOh=IHc%*3zFPMzsc7B4H&X!y<eC<Yb4
zc!kR)sI0`N??ItW=dt81Rk#*>EKzwRD}@ic6ZL=!Y(Z7AP@s1o?CT4)QRnSjT&xXH
zxygKQeWJD);1w+J!%jW)g2a9ms`QDqVY$ybMuC!W5@)q7lQ!$|yn1)!tNmM$yxCNa
z#@e_6Z(Abn=O<>r9U0NXc%p{+xeu%>AHtSPKo9hnJH+qNKTc*rZb>D36?SWK2PZIE
z2C9nTiAEbOW^PS0#Zl(UTaYQzMPzSf&9sxY4CHDz1Anp^?fo-yln|bJz46EF#2=e)
z=MuSKF#E1gC`Iq=pFsA`We2q7enkg~**ac7=74S-_dD<xJ@EGi(>j7XKZ={dUww1?
zv|*2LPdC#~z?vprc|R}>^QX+;W5~-dRWT+r1eJuD{xb;mYs{<h)nS-fV@2kQTssu&
z;!rRIl(mj%TvmT_J>!y<J44sG8kY&j)Ji(q^cnP%Zh}k#GqGVS&&SigjR|xEt=rcQ
zp=a3*gl8=de*@4i^mvsEdDwM|Gy$C5-L;9DBoq*yp@b=mA>;!>GaCC02ufM$_QAFp
z##6VWb$5n#wsIx{mRC6Hk?_?<eBE3&WmX-ezO0rm$WmanHN?fI+tt?w<cYvRV30AK
z&EB<s`xF98`!~J3yg-l;=<ry;JWwDXC~9x?A}e!B#aZ_GCgZ7i*0jet7^O|8IRAh>
z1Rh{*#_nHT^GLmH{Pw`2JU|#7JiXy!;^-R%zKWK&4-c(-?}`5Z<9Ruwl&>mY3l&9I
zW+{uXW>a%tq!`S;RXM<#iCm6zrCOdA0`qMvTr3u6F3jpHJ(+{yTEh=)aJTaK=9nHq
z&h)i7HF;AH#(HB=0!{%zXvA>8P{U!5g__t0i>NfOwJOJU+NUiyZ?e>j9nQvnsU{A9
zRGk|meZHuKca=YG$-JS1-P5-sMc7nKxOEkjzq7dL@qox>vz0Ok5(e4<U7Qml!IEdF
zlqyIov(+8Nj~Q~dmO!yJn~@u_ZQ4mLWyOxx29?luKr9b^?1$tiM|M^y4krmvy7Ck4
z%ZE(7Rw)d$ZF%iHS_FAtv+N45-^sHN*DV5I%w@<T7CuyKfl2$55TSp=$2#F9*yu5l
zzW4(E7*_!xqOa`v3iwxCNSkhMZ29f2Ax$M(O2DURgZOm}Kywgm2CR@c-?(m)_A(ik
zbDiv%so>nDeMSG@XuV@C+p;>5m|$&@Kju_ae#DY==Pp0v{r>S6;_G)ZrXJ24sV-9e
z;I6jqa_~9H6~?)+O?E_PaWBo@2X;odQ{}8VBjGgIc+$Fh?Vk{vc#EU5`%e`LsS~`x
zGH&S3s<3N56^2BYqVv;;WjZa`{1|bIc<<K$T=Mv1U@4!ng&!G8m7D=P2RrwpJz&(f
z1B!?9Sc<tkMz$h*;5A&Kn4g6MF2pasyPNNlDjbiq`&}u}ngyCiiVKF@2um)UMf&c%
zRk}E4`jTKeK|7v5hKGtFeZ!Scm%P$f7w)smYufm{@gTnpqhgVl0{R2vs3x0c$+N>g
zpb6Rk3<?q6haFK?KG@k_URtotY!V92(G_^^j*X+&Y_uYlkvyM--FkDTJbM%AC3rA%
z6iF%UWRNDM`fI44*K(uZ1?HyU8B<M|Esg%xcVP(g{b|*~#C<A2N#YHi|8{^g&H^V~
zB&T%9(6+qBhs0>)H3*n5(P!siwD#E>Ch`M&z#vubs_VKPL)69%#Hy8g^v{krS%?NE
z&BOwP8|VQ+QNMn`O`dORrUB@bpr9Rnz<aD^MNBbqq$&bM==#hH`u$pGIRli<3;qot
zUTa;6a!HUNq88*dA<ABJ-4$KusC#7DlT1FQ0&kC`hu7+vK3LfuPOR_y0iI;}E@Ay%
zGY&S22ii!nxT1I8s`WH|jhm+F_Jg!;S#-udm#4e#RrDd@Ak%!<Gd=5G{IuGu!g_VL
zS;HD2YMT~MS`aWg|0p}zH^;SjZdzMiocvQ|ZMtK)Y12g{h4D<S<wmViMFNz$ePN$s
zQd}XD?zJxENo~56n;b)Bg0|T3=$^{Apk=3UI8Zn`6~4%BiB*>n+2cETNp<is{e-hO
z=qusn7mm7>?a~p4P)O#tRtD*OfUI#kN=4x`J@Bc=MB21*)+NS!!4E)<)O@o4joxYI
zw00)qPTSJ~&oBduGsEW8F=Kk5RX$4mrB$v<Aja&R<}45bY;CljE@A^Y8&iN3K>@n+
z*4F<A-I+vRBP%3JMyTWeCRVn%2?Jl%rjwT0&-POoE-EwGJ5!I9`_>rkUh}AuC-qqR
zWu`(>K_}@NW6?3jIuL}3NIz?zOlcg`jI$mmS5!vZoKyZ9Lyen~`J<U4rsD=fD08&D
z9D@vRD6icGthWc|dN{nL;Xm>SQ+{-@5mS(pXt-U)*$BAkD5ar<<9Ar^y#W8@@_uYT
z)oX1@;*<F6?b?QKBKIE{>4^_MnAjcaf4o|4JMK0Os@nDFxBwE=`lp+#$kdd85x^CA
z(_XcVZTdwj0ed-nY2A^N$JFoql;HyMdp*v67lF_?aT>^duKuJ6ZT8m$Dxys@$j~t;
zwoeo?XI~md3W7?Pk{RnwNth<K{JFG1+XfDe>b+8Oq~vN=V;^$t!PANREY_=_fI@&~
zqC@6t<jBvE0K1DT*VtcitXHuk1B58(hrw9(YYwN*qX6tRkZk%<QF0t;{G1s1Q|c%A
zW-EYhc?ek;m<|O{tKh)$Af>Fpcp7$)l#K<hGt)i~as;Qnd~Ls;v+ZMcJ5Ui(b|Gx3
zJMQjg6}3>d!3s&TgpmBZy|ThH*N1t`?}_{UXx~k=_u?o#65Icw%2P-7D<<thaLNEt
z70?P?c&L7HMTppk_$Lt>C&8uo%}X+CA><N-x8V#b$X<>PDf_ODE=!|XV5u)NOPxLT
zaAbu)i;VTD8iq(q=bX-ofbm*Qw9z)|4u$R^^BGjo`2^_+uYpdEqTq=%ow*S|N->uI
zgOJ=OXoY{{43k(-2BKq`EefjTm(%ur-jnYiSm(T^P|mJ1`0n>L^N?gVScjonX7Xi=
zo+^V*7`-IOMJi}08m{$e^ZE{oLrUfF+HZrSD2`R?Nh5bfIn0KkyG8TQpAs=W!`&q)
z(HF;ZUP;4SkYw7$#<)<=|LGIC&4W+v<u3%N(3>14he|Kg9WN%D&)xs|r;6_hFVt!|
zF4Qb3yvYIsQY}n`OF5+CdwdayrUe2TV}6OIX(7?{26LADW?Q1CR(G_bTvF2eEk#eV
z=PEhJH`C4I8lyPc?$-<VvaHurUJ~1SQkdWKD7of~rL6vkn!%Tky7ZHlnrK%Db4^?Q
z=rMZJT@b;gK`Lmxbi!>+o<$IO%iAKNxYAEXf0!5{-wQEd^eFY%VH_;pjL3~aw(B7}
z#R^V?_w}-+?H3kczJnxr0{UG`$j^$L2@Ky=j|>>5CK1l<!^1fHZ2lQLc|N@6UMy=u
z{sHHMxuZ;rvCvEenENHiT3wwoVX0@s_?vS;mqEl?E5z*mr8jYPl|kNdCe74|7{PH7
zCD(!Xu;EiIYddxrqB$@CB+|S|&g!UQmxDbVXC4=d>(e_n=JA&9sUo51H_%ZJ@DgUx
zck*EqrwAyefHSOQAv3KFa_LFOK;wTc!NhaP5mazlntMD97v+?m9|RBb<kuCyCf<rK
z@@9bydg8s~R+=gJ#Q2P53{k7@f&;Pjr0~k#;)55n<#=(1nN6Ws=GTW=hiQ?U*DhQ=
zs|OP2_I--Mnnl<2{j^q@mRFW(SM$!3gddS1?y$GHa!zL(HB0mQOoy<ViDH=LN5d^{
z_V#(vJ!B}1-MOlEm^;UiujKdOW_52ei1J$$R;JyWR+~JfV?A;%dH|liXfm~QNHsQS
zi&CnwzVq;6zO<7MBXJ=VBjg?_)%)4|To<C?Mm<@9*W`Xi=Dx5nqAKiAg$|3g#gg*?
z$7OP+GTohWW<sN7c2Ey4Zm2iwox8KJYgpFDuqiz+TU;+-jmcUbk`zm1IODst=_@t<
zM*5}MsP2vd=lg(XVHM0AL*9VUcXz5TMWpzmq~v^E%Qolq1oBB)wD6jxkDZJJhMgwS
zd|J84B}#Fh#hN&x-`VWVAG7leXwaWQyZ(sUj}#j8hurDA52+A*NTf0X-{{C@1b$cH
zW5rI1v*&9%mfYHq#T=B~oz~dPc*AV$YwW*;tBBj3Ny(FI-X0O|bnmQ=pBdl%aFA}K
z{^{B*6>2Q0pjoz0oYv&o%HvJ<LGr)=dx-{VeTzf&fIIXjvhHp_%Qh;Wo{}Wwvl%HC
zl-V3?-AD;S$j<wCyykl1Fs#BDmb$;|Dp<(b4rpgU<kq^p7k?mQmakX*oJ*cVm!;Sk
z%NkdjaeQp}EX#U+JS!1s@I^L}mJxgcX~~m%$!<@zRdMSKus)$?fP<XSPQY*A=ZkB$
zyu{a{^06<W!Z2>4`bo+KH%p#hAPEXU_!s2sKgnh7AqK-{twa~pmCbB62k)tFK~hdn
z8lXwOKmDfI!V8yI1^{Sg%Q6>+u&!Fj>X@fchi`_Jk2jCk;2^(p)(^(&+H3A2;m1tH
zb6Ry=ca~p&n>r-^euy9K->Q?3fJOtGSG^(mpXKA9_kBDA6_A@^MFzDNB$T<9A_^AV
zoYS!NE1W9*CWR$n{>e&OuS3My31Qj>OB~Kl_SZ|wlQ7eQUK0y-mL8Wyfo<44y?Bts
zXo#dO!JW8=p{@9JH#mXhc|j}$N@7fx%QGjK3LRg>d0$c2Kdb?)E#}<#8N)vMIZMPo
z$dJ)RB^S0a%2QlrWoPDDn_XRZD*aN|24YkbO;qkP`@!-|W0+Rog#n&eO*Jiv?g@k5
zQeA}QMY)U7$wv3Q*$wxZ)@9K|6(e4$V)DT}OJ1WCMs_4zr%S%ipSK<O2hd*3(}}Xx
zTIyRVw@Uv)7`?agxO(ZGAJ@2h8t<hI2`q{-YAt2)PyLp=ot@N#S1)U^TsQ6T4I3W6
zGXUR@f-wFYVrn5gsVO_Nt#homU>3ZEd3P~vbz5v<VsQnvd>Q}C;~a&)hsV!8ppmIe
z5(HNfz%1nnpoz2Pm4l)#Vbd(d1v*ZP+>p4}<)PtSdaln*t(r}}zP|Ihq$DMJY<)+G
zds;Oz`0)Ho4kYFy2Zd(ot;$lzy~i{A_#B+t=EygUszFsNgJ)=QBi%c6Lb4KHbQRg`
z4{vE3@x6b**}V~P1Fg3lo*&5X;_&)HMQjMqQi3ofCfT*spKA7L_3>BwQYegihc>&M
zK!gdn-THBmaE`go-c{QBb_*qEcySUlqUMspbA+FeZAs7*JNnPuc*mKQC3T;nl*zB&
zoSDV$Nq8`%oeP@EeK8}bttf~bzB6vfaG|T2@J@bEe8LX$&@(|&CsCJ+|J4DL9A!j`
zgAmrHHE7SnS%>toa$gi^mx8XZzBUMlb*ic-lXGm^%E=9g-Xe^$*za*YMSuZI1xnYP
zPmAILM)YKk=UK?u7BQ+{?ar=Bn%!PCk8|Ia-GzQItroKb6WVB<mIU`GVn(rd!Yg7>
z<k;7TvG>fjLs1ZYq08FNB^J-sZ?Q#&bNDWW5eXb4R({M$u?|kyL}qAMEZKFjEwOJu
zy;Ad^7D-P|S9N36q^*oNRV&pr-J6Z}><ivWwi4LPwwe$K{1Wl#TTlnH^&TB79Jqcc
z+=|ouTd$yCUG*zj6z4x)x9FWnAGZA>@%GgC7fxYw@;2bNoV$7qED=oADuE%FT~D`m
z3|?nCUv`1Jxw^JG@v3?QT?M?Yt1Qy`whWczw8vA$*<l((Yj#!tt7%Q5^qat5HLf4^
z$Ej<AF43mf>+h)jVxaY|@}1s6NV;@F67_;`?kb*8gl1z%>I>(4p(2JCG6LK&?5X@&
zdZ%S~4W2f|XA)9cNGx1Wt!0zbEQ<tub9yTxags~jY5mNgcjnOJtoiY=Cjzm^8sx8c
zwx>|J*Tjxkw!LlkvoNC>E!1XDt(&j!{wliVWE;S4>MBMu6koYqCd#+6lKjS8d-r@#
zl)9XE6TWXXcIfC4^mWHog@{g>gM_Vv&M6{KlN-Q!6q<OVef{<G%d@-`N|ymI6Rq9f
z=MxZc`C=En_uy;tHF;G0^l3o_SL7DIthXjz)oQV6Mm4{)ksmeki)E^lLW{tI%K35P
z6ClDbqe`5(l|c^f#t|TLq^<`&+rAYyg>UiC7yL|j%0GMqAq8IuVEm>a1p5mXB`f0S
z8tRS=AcmwVnKTh0qE`jAzL<Gm)9va*3G3hUlj=_)W2uK|W1ABUUJ(#~*s$bN;J#b8
z8*S9>XnWMi4O7>QG=7%}$~sHe$5yGPuxhZEzZFI;#C;6lQb->~IG?UL?j`GouQ}}X
z;G<ky1nU-d@@;~2N;a<kPyHYbl)U0I5<vTQin&7BTG!D2seaPdm@<mh<Eevu4g1WG
zk9`qi-v_-Eitn+kV=Dp2wER)n&siUOrpGsX#%DSc6A#eFL0*ab`JVqlCo~iemzl_a
zV`l8LHDX51`o|I65DU7YmP)mdXr1!$RLm!V>+K?63#HO%ZYyQmJ%2B<hK`#D*7Vzt
z{2fX3lQ?1}Sn7z2M9R?j1rK!`IP<p@eLIK0zH$701-vK+_5e#QCQnnsrG7~W$4?eU
z!CLh5I~=8@Kn%Vzxn)a+ovZ;z>uWMQt<DU8RdVM}bzzGS_|e8>3c|jf3XTRi^RVIC
zmc;W!V!G^BX@jry7mp=L;1QGdMa5gr=^qqMRwtgKiHa(D>F6sK{5Nu2O1q41e<L{a
zJ;X-5VoAVfT@^1$&RITmpW~?G5_(UU@TDLBP!9NXbWJ(l<`?^f<l`O#QXM`N*Ho%p
zO)KQG#&6Dg1ztvcQ%ob62neVQzco3l=*_KY*T3t-GomP-z(vcra&d69l-wuZf9U3i
ztke+&+UlF*U#rjA8RUalF{5Gzh>{6GeKRG?+oYv9dJC{`p?J-}?`Rqhw9PFoiJYRy
zwoQ4;2W0Qm)9Kc|P|Puo;?574>;#$;uH^C?h6OERNk<esJ@{E04bGR9ZTb(7<?#EE
z)ArYtL6FNXz3C|U7hM7Rz}H6rrIy1`{1;Y!8c2^BUzw5waP>!s%qLlq2im_Q#<7p0
zxGq0-0=n`bz}#e}Q2bU}N9qigc$Ycl7<W4and&zrf?1M1(K1357Ns$ksaau}mHYd`
zBa0>%cu)z3E<FM@(z<06WJB*)vqV4y@$^Y--LTHOr>>ipt@cPkiJ|6x?Ye9kJNbmA
zzrg6vyN6pK{m;!d<yQQw>Rn#edv7I-H2QYS)(YGsk0Asou8)n-`p55mckG$L^BUf1
zCrCHl1rfbI`7vdFw~@%N;_XvR6RE^&o@+lsVO)HVM}TgXTupS#DYfmBdhPF#FR!84
zj@RQy4mBifte^{u`}ob+7A!+YY5a5y0_me)5LnQ5Dgl*oly)#s89UN;6^UiByzYE?
z@M4jsCC7raSFhn;F(~is_lkt3yV}o|%%}1%NEjYyk1(~SZcoUP>$nn$t%q%tsCb>t
z+!5c#z5@RsJjJ(}O-)lrXF5a+yVL=;QY6KOpY^7?p5+TTrVo-*NHc1_iAv0ZQQ)og
z^l&>`^t&-_vLK}kW;`p!L18qd*YNXx_lt7c`UC|C_11{G#F+q9a)^@71lt%;NI&C>
z$|Wc_wl6q;xBxH*AL3gOTr$sjb{MI)XdZPjJ$OnM$#PkV5XWdKYwRk?J9&H5Ok=0q
zO-|3Pc(2=9aR*yqJFQ#6J6+3}%v8Q6LeT=nCVp*8dY{;UE$_WF7dQCcZej#$4YW{^
zMwZ2{U4X$$0cAHi0+)~6G%R6=P;~Ll1~4~V1XzVNR}lZGOQ~k`#i8&OXsZ-|6ce@_
zx(}JY3KiyTEM}oz=nVz))D1eHoi8Jcf$bh`%6MF&x_kS=1}i4!)KnXC3|IhB{w?Hm
zr^u>?Jx_B?Sv%4{!;_Mw-Z4TUrcN(TqVFhbtFuQobMeVEvUsJZVA!&=`F8L^?7aUj
z=XW-r<@u$L{LeU!z0X0+cq`ZF&8Vtd=z|=QTQ0_v>-;=7(s-xk6By|cSs66P$BhB}
zm7+tHdFIBQTGv`#=zbSfh(b_*(ei}}2WAZua8a>8{#G>)7W8F&SZqC6S+dqQSg!f9
z_v6TB)n2g<;P+=wn~9^5_4VhC^P-ti><Gd{n4=Htz%m$Sm-p6>++ue2#LHp-3vgC!
z_4eJMC0$89bzRm~L;+hD_Th09ErU1%{B$d^`4Tn1rAV+mU$Da6#Yyk&9tgbNy2_(N
zjgk}v``$cc{}R@S3P%CiSKS<;rg5<$nq_5HQh4b1HY_4od(@di_%(8fnjkz>;@(!N
zXS)&wj>%j39_(EU_qvrpN0hD^lBMHHE_Tf1mM}Lx7Vv(;KOh(C;?GUtWn%Z4E5DVu
z&tAzhiUWuQ^}1H~HR^mSgm}b0$(j&_sdgS)SfX9*3r@Ca)wE5fa#QJNQj-W(;`|(O
zup~VXyAVb@UIFZ%me1oZ@?l$B)W}z6j6+qPQ$DGt%f}u;7+C1gYKmvEZL;(UE3<?~
z#Gi<(4b=?Gg=K|9cq}3g5&5xuRpFy*$)5X$b)K=8m-1Q@#r8XEZ+9O(-t%GWK}r&Z
zWcEXk82&gk#}Y1_QcPlA1F`oAkU_DH<$2iGZ&^o{$PvnS^@Yg#7_rWKNf!i(0h>+>
znSs}ok9wa02|P~CnqAh{IL$n`b4V=J5q&VFSDp0rcWvvUDfBpf?|s@IF7+!BB#U;z
z26~)Maoz~aG6qfG#S=RAX9TNC0>r^?th3tK)ewB<>{QGOB<GHkH6c5+>*56w@umD+
z7fz3jaUM7HGt<u|=w5-Nqq3XFcdJv<)}5vWiL4&gFaqsXb??I!0*X}P!d+lKt=5<t
ze+;pSlWtk4lwFcSfEAeR^DKWUwzowjN`g`Lp-MT#aKjL43V5+qqy8sg{ZEAGOkWAg
z^H0mB$HOTEj(`C>!6<CooBgEVu}@xy#bPZ1u@WwR)I=%F96}f~hrBSmaX0C6kBZJ)
z`PEA~Ya|nT(=c6mHIccvq=rfT)}vps#gxaTStW5lUItKea$3xRF~6-aV0D-~{_9oQ
zsd^qyna}*iGKj`miRKQK?AL@)U-PM_U<Zn9A-jg@bo-c%fo58p24EG-By!dEc1M<S
zELKa0A-H^GUiC!8&a#Jkfr;Dhnt+lz5XD@*hd+9Hldk)WW7Hv3bBvMNvB!d?Zn%^}
zOy@C5?Rav(KC$Oo1y|i{jH;QtTi#pUfx33wh0FY&^quovvY8McZpO`;Ss@GujA_+T
z9q!$3Hr@6NGQ|Qkm>&lTt*N&LEMZ=-X5GE3ND|{QW4M08i&}sB73nLiYGHDuqlW6B
zpsp+33N+sgD3C9Cfn5@?qBdm0&-&>2-B~n0zU1(wSxSFYtnNdqX<Y5pP6h(W=^gE=
zRQQtFpD{ABkSRj;&Ll7aut1ws(x+*8P>jqGGeawNr?4EJ5&Jh`g{DAf0?AGxS`KkU
z>Ea9cl=ERGWh<S<hH9U(1X&(W{ejt9K?GX$Hu`xYJbdBa8ACm%uE_e;D+@lfufu05
zCv_EFx$2)3kfA%``!iJ*gf_FERfnydLL7<xMnl^I@`iZ_`Fjl7#n_ih!LT|AAh${k
ze|%z1r>Q7fw9j~#T<OQkQa`|Czmrf$4#axKw-Xrj^GrE{u~`bx;ZCa{&MA1%-(3za
zt!vhm1llpqi0lzTGV!P2;jtLYm@)YHNWM#m=5g5<1;18}t{1XWCw=H?2;w{=x8%;}
zFkb1<_khc0c&sf;5kY|UQ^h-jD*7!bRoD?6sx%K*uGqgU1CoqDusE$z?1A=dj-YL8
z+t4M2vlVxUcX^TbVH@MziIS2dP62w%$_+HEIgr|cs=_;S9m7`-bSTBVAVjiKo}!Nf
zm60!Buhe9Z4c#pUWKSnpVJS)sKRj!O7hQhR<?iNlIoD~<Luh%fj~g@=D<X9jSAtAw
zmn<cZ40bG)sq{=dEE-ib>+Dw;R389FE8jYZNquYa(Vh3K$ZDd$)aI~%ldDdz)Ox!%
z7Dq^lNUY%_mI%RkWuhw)$GzJ#V}MUghnjFRvIuv0W>QqJc)LTAc!i;cH>jnvEB$mQ
zr&0HD$Bh&_Qb?__ShSy*)3+QSFJw#scMp0?8>L3Yv3a|%RbEa3(c9&taLwQA9<Z(}
z7gY&ZYmwqlCEr=0$<i~xdrR}jBLyi7MNjY?kHV!6p|BQjpLrmsVAj9_Xn_oVSzOlE
z6f!rqWi5H(S+cmtx!DxcpVSS>yjyZ<@+%p#ro?i!)R&ar3X^391oN!xqJ-RMm+0Qh
zdLQP5#%xH|Zx;#7;N&ZMGp_wGG@`ZN86i$EOkKpNTn*uYfbqx6G@lL5eSLOzq8cI@
z`m8>G!33cRD29n^<+S6hoC?lGo4dS5^c$|$H<!%L4Ve`GWcq@2ZJ!B7kn}-4VAXQx
zz9hUvrX!biY5F>>1oU3oby?!*eo@TR5zn2DC|uM0@73g+Eaje2%A+yOx>E`bubtYi
zI-U0b>xW>Yq|bqq6tkgeHSw^AoOdU{Q%TbQWBAAiJDDddM<<_@F;_m5>U%>1Q<Nc5
zlTACw%NT#_9sG_H?QHMd2X*U%{B>MydRGLdtOF0wRFS2jCCg*qPTll9=GHE17s?hY
z&O$rS3i}aAP2||cRnbz(h5E|mU_nMSf3`X4mwleIixJ?)dQA2Usx3?0WR3VGtc<8B
zzKpctZqX0H1t*^Le~r+sID$l5qmyiDZ?@Xa_>q|1Eb^8_v6<_;>@T33uWrINmxVqp
zeq{eO)9R&)9g`2`tJC0nN<!y*fQV`1YOX)sEmD+xW>?X=O*3L!ROe}z(V_bQFz@Zc
z&OnPuUEtC3^6;7bvdNAQTY=)oePIu9*A8ufX1UF*)STEax4hs7RcyrL^2t_=#No1D
z!?hu>%5kSV*#)!OtUjGHYKKZjXz#x12n6j@F!+Itclyk0Dm3wogi-!3ip4TbqW{on
zZcC!sy<1mtzyR2ym|eP4llHwLNYF{lGq-w4dXG3|M5l#yuN`Nx5KbkD-Aud{+<d=2
z>GL0Nsw4EKZonFQgs@m3zX+*Yavr3}J7Rv0!JoSpbN{^)C*x}}dw*qiRxD(Mrjlw&
z4zKYRQ<i$<CUYvXC=^m&J-@|YA+{q&#p|V3@q-xtUYiRG=A?AHC9&$|<-p>lg__rI
zCy4YLzpsqzKyA5{uyYHE;*&A-bDkvw-gvSRFbS`^f7zJgK>xEGlvCO8LgA1T(G*qm
zaO?plptIh4O2w;8DzG6hk7JJri5?e<($o(|_>uWh#m4ACrEevbEHubQSB3@zL75)!
z7LZ#2zVybXAcV_G>+Yvmyo5UpPFA&$c>HdWlYbd!mN_E>hde+*>B9kZXwb~o2OA!4
z=a&;-i3q{!!oNnJO9wmBzxJL*zHg!v`&O_frLm)Q{tcLT`qB6T8q6V#3Iu)br4L_8
zgBjm8PB(rQRp-bByX3bs+T@8db~->B&d&J;u_^sfG+?3p;6>@u>!%W<ZczcfP!f+W
z0u)xrG1>PLVFLPUQCYv}0{X4x*nA02+866A5)5t>zv<Q6iGeT(5wSEbKAYTrgOnIv
zw_^Q}R;o^!QY40t_t18)THUGdc5i3sr7>LTu)CjbM8#F^1H+u5N_)L-MaurIH9eHA
zbfrYGouBJVPmmC8y)-lFUt$h)ZAGuLMx0_~LcdRbn|b(n|Jr&FNaI#>RV@V@!rL3Q
z@n9)u0T^tsDbU`9ww8SFJt>_}wr$&Y<*W(Wkr4;G7ED1B!%V3KbKm*N%_?<ywYNnh
zcp)oH@tLla4sjztjx-D-AFVrWIX7&I%}SgXnoMMzk`eajzf{=5w^l4prCV`*=^!D3
zWMng(k7T^G@6&0m33Bgh-}zu39CMnnYku@w7*(DCAkh^2nP_N}8%#a(fD3e;<(=%L
zfvuF26N{{c_M;gq(!-*N+VxFsv4!ht^i$3r=@b+rW#iAR4QX8@wpJ>Yyi$MHAtUiX
ztI2s&e94W<uU8tJ_ueJjiUDAj2nc>o_NWr4Q{b3wU}J?Uu~ijH<rBUUzNLCzF?H+R
z(nhSVifG&n&J<2N=c1{}GjREYAv{hm)o!}ssMkfY+J4*4zkRd&WFV?O=kd!pV#bFh
z89alaa?`H1kJR)((ApUv`MCzF<0$}I>AciFBTFc9J@pAjSzu<AJ<4kqnhC*J##K4h
zWN$3q)33Csp)t6Vo0t&rus&(dL^Yt6_@U<&P8?I^H__wZdY=MHg@Tl@fW98VG4LE{
zg7i#U93vdqH)6KN$I>c!j^>OhMaeA06`&bppdEUGOoc9G9qyACl13wjMz`1q%#R_+
zOeK}lS1{VYZxyCj<+j4iK#Ijqb!EjM4rnB6(6U70WH1%V!SeU1i3c%h4Zd6pt-QJ=
zR;hSH3i?uotYP-w4%&n~XPL$OE>W!7;+kXk5fxe#b}6(_c3S<K;ZB0U5vMMq<xfXi
zp#=U7!zNw@KYLp;4*)w0ZvQB64490cUZ!{&U2pek_-?wTGTESlju_}cw-$bl%@p<x
zZ6-2@-0pgeadnT-Mcez?;2L3^=w<Zt2QBL!xWu)))`IoJWfWH)%fD}1b?CMQk4>U<
z*2+B_gO`jx@V0+r08Z;ow)d_YQE#4JXbRe-wiPmPeqy5>By!p4;b5$ok8V-E*wl{r
zus{~iD03HgTtNC}%3*1nbGCA%vTCKAZ%@2(9(^ANiJ6k(wd+P{oxj@>{M4WfMYUCr
ziZPrxC_}Mx>}esCp=keGhT=_^Fk;piJnK!>62)tvzO>$m4HS-G>}BvLQGDgkP7CLw
z99?EhFv(ppC*NK^OWM!gI({=G(#3go-l5oSrPD}>1raJy<0}0)M*=FUhj&z7ww|m1
zY6*L7*y&q;I@jen3%viq@F0%IUtIENs@Qt_#J0N|WvGXd^^>fp9n6vVK-85QgDUSz
zY}mowzp#%5-~afzrA|xz07G@04pd)BJonlYn~3!oQnPf4;{vxgu!XY7l^*35hhrT=
z{x1GXJxQ1uXL7^ge99Lr>10sv3bJp`J-<MR(;P^k`cYtKTb>twiP^`X%t7Cjp0tcq
zh|Ag8@YUgZ0iJv>K?&XpMLC742<sSLD$wU`?)WstIME;lyvt8OQ++@EGTAu;5*bz9
z;-BZI)P~+MaFm$xbTN(WNH`E+Ndo=tjQC`*alAuz%w9%eKbSHqz-p{HRt%ENn$lb6
z2AuKDnUUdPJOc#@Qken8o1k_;*|df}iFyW@Vw6MhXD5zewXKMSsD7YPP>KWYPq1dV
zl_sMQBlRP;JQzv>hmuqHLKj;3+G(`QiKR^Q#$Lx<E2U`BX&A77*T?7~gZG}b`ZRdG
zOIW$O78<r4Zl|A#ktQ!s*cv|z>(_Ua1sxo5L3!)TPWYr7hvb~>jkyUa|0fjNjBiWA
z8506=isZeg#`Tk5UQDUicJwjRj5sQ*u=M^?P3b|eb>x&%*B+nv)C}b`Bcf__y;hwM
zwetu&e3M{&plFud0gB$C5`FSMbY*^Te>b_JuMp(GeHbkA+~;54f^c`P-9cIU$m0tP
z9!L4qN!Wz$L<@9am+RXfX&E>97)Q3OfW%3Kl@zvl5Ms`q`c660)hGK<2^mHB#YyZ}
zR>EI?2T{m6C|Wi%VaKciah=(n7OIw^Sqsm<tb++`!@_Fh)@*f}sHseS=5S1gcT17u
zR_J#b;}4b0sqUR$M3i2B&lC=l;&c1)l`7$A{iIXy(lhTH`0rD5;%`-Kk;A_p+>RF~
zyCnF4Gr{ik<l9-@lDEh0=j%Y3F|>-@sI`a}fM4Z(1~%!L0az1{liU}6esgRl@CtbC
zg*%NkM(FgoR5<jL>(4qKbX}Vn0iH((PMtmCOX3!V!nHOWP7-S|(Vfq-l%91*S1L}$
zo_;)mg=~U23RqOl6Z?<FNNl9%kYciUQ2*0QSo$fZ`DSCxsC$Uo6{O=t$u5rh^_iRI
z58>_Y^>N=4`A?ksP?-~AaQA18)l_|#P$D<`Gi{!IpG;gqNawI)915wG@@xBYvS7j8
zVqUgj{j}$pE*(7JlWf?i)IYdQnd|jsKf}{?*;aTT*Itq8tqn=!N_^`<TMf<3D2PKE
zUf3)!@qpc~RZ8dT_T&zBLHH0mQ;zX{`6gymIbWr>sJg~{krcmu9PZrj_0mbehdbNF
z`q;Yu3BE4PLWc40-A7oX82GR@<ALi@>Q_{xo%sAu5XGp0cTpob<B4ol;P-`~Ej2*#
zX4aY~X(O7Ww#FS+U(ylW<kV%3ldX)ne+m9GLoOh{ark+_-1@rz`AEsW9LE4;D7Msr
z!P8x0iK-`sTMWXGyt8U+zQ^B{fV2F`hdAtQ5Rk(N1=$U9g&nB4gCLgG0f)RX2PG%S
zRucvX>y~CPIvuRGrv1`@Q~cbsS7bqlqe-ByozAPJ=xv_gFWguHj_KeMXeNVQn>(oi
z4&Zf&6dX*6Ln4eOa)DcSu0Q?s$#qX@F@!^xw?5FILy4yFrKAh75&TSD&zTWfh~9j6
z^nKL)K;_Msr7W{0|8Y+#yy=J9|Nf$L72j~;pk(mQVaq}&8JtDx+}za{W(3k9HyWnN
z+W3HXGZc6?t$}ybqcZN3-Ycc##Il=-JoH8-gPLNv&&an_-JNX^T|8efT?@Kh_dGLh
z0zX~k(9I1VP7z=nm=<J(t$44xrQJdhZX)eDPY>E9+jxEezm11L3D>zXent=p2nRh)
zyw?q9B_j}c9>4|r`tEtaHXya3<m-%aAx{vq<6OL+ZUt)!u*^d{0%}X=P<c}DV^e%`
zaD9u%1l*$fhGYnN7fa)44LNs2p(>S=Ki_(5QCX#Ra+#-!qL@cCe_f}__E*4N{aZo)
z&(GAk7IHExwq7|aWpW#x2eV`t2CdSmn{b;Z`G-`Uem`DhMz~|ND5kQSB9X*>dsJK_
z;H45iD=J<6^4!t{e~SKg|L6LnM1x!1C*3(N_KyelV}-Lx4sg!joj2$HhN1O?q*x#%
zkpqz(uZwrI-tcT+iN2f`>$YWY*x2Lp2d&18;7`5G)aY}^V{7)H9)-r^@K=t#F?eq!
zSRS$vQk+P*!BP~@k?sMf{fBj7rgGlC!99iU$0L_QsvK1OmHXap3}oYj(BCdTU_!+>
z|4L6)u>K=GwI6E8`#r}&2JajcAhNZeVFZ0usQ)WHbtzcU(KTO;ZMH*Eq>|?C@r+_p
zFt@eDmP}OBGz>NdT;&cTS{EkW?{vTZsRFe<>78kJ+)b&9M?WCeasqeQ>#hKQYOyJa
zJNT$)4*1+Rz8ANUs&amft$G6fm|;?vnHm#f)g@1!*c}2J%Z0Hx15wKJsIV5M2@w8<
zey{mfloAJ+c&`I<7Q$}UC+?6>5{IYTexzQB+W<Jv0=rU^s(2+21)jab&qfq>^UZya
zp^%g@@h>|jjwdJjJs#YT5E^w6u6YYh;KV_fy2_|iArw8n8vdNjfo&j5UzOZCH}l>s
zxnUN6C#wvM+bJ{=&W(3RiJNAIQhEL*kwkFkZi0iW4(#XCZ?LJJist8`*hy9TFAu+;
znSH22`iS9E@$+^U=)2=~>2+|ca+z>cH2;0#{&p`aytzPPn#UZ>W9NFE6vq3X^v|Tf
z(m#z4LHeinYej^!x&I%_@F{2+K1KOF<?%%o$OFmpgI^Cy|J;MpKL`Iz{|p7`pXSHM
z82;JpyS`CI*Rz6lWIU&p+5ryW-94C*LsfRn2nb;Q%QF1e7XwU@*KvXmN)M)y?IJwn
zX57d@%EMO+W=rxQ>V4p+^_nWpA@THe|5&&rhFC#DZc|0Qn!f@4zdKw^&r9(Gu5r&^
zd1aoUrFQ=YfgCyeWR`con?ef*5rP!Wo+xaLYfYv|)eiBUlK9L6LwK-0K>-*4{d1OK
zW7)Zufjmq(Bo9-K6_R=WQ<R3IHpx=JA!=Gq7vY=ltOXu-;Ia=A_Dz-qTe3&LyVr9d
zJys6<yh8&C8{}S(E9x^g2j@}c#W@xJi`fPrG_-}C*oGO3g2&M%9UQa$d-80j8&?uY
zP2(a<i;rb|$$U~}vyvdubt2qX1h_B)AO4PQ_|I)?@7D-QdrBz2D?#5ZWVzPkd!yeV
zky6s|tv<jPs4AK7AvR7rat`B#&j%4JnBcan<lKr^nELr%Zb8fBf4P$WD|qp~!WR&{
zh!#n}s5v=nm%^6fb*EB^ENHo%L~r;G<r_HVF<*g??wC21|IcGd8`=m?I8`7KJ>A#k
zU=c3K9^@-+q`!=?%Y&YejEz~D=5s9K;EtVdCyiGW^>@cbB&Tz9|Nhzh<5o%pODiiw
z7^DT$0O*deFNv`gsV^-D?NpS$MknGBn=!&g<I+-g7Bj7r|F#!UVKx6{&5`&A%ED#9
z(*R98g>llhj2d9#@VOYG8Bkf<=EwfggnHWuOiYlwFHIMVu?0t(_c3v{{bgh0%g}Z6
z?^C`5xrTS15*-|abHxv#0(zL{cc3%oC&9qL1mdIPtSW=io2pHLXaax-+PqS@;~b)B
z0P<xlzO&Mxk)7A?dK4dkOT5S*sBUki{Sp81pVK;e9)P#q8A##aZ}h+HqDzB>kX<wa
z*hRP4f`oxxRLtoQF8bmVXdt!2(YPvvH3wNlw{~CILIWw~-z=iEZ=W>300!ZJPXV<6
z1a#>1aZc$~V$6e%oEgv!^3)!0bwM7{e*!_2UBDuSS65e~A^!n8wiYb2ihmpIqi|+&
z4qf(=978Zp`5ppuyz0857$yE9-PAw7=h{#mq3t!fDu^`)b$wfVuWg|<LJBhj7OWG5
zuxgbmpU){kI)=!80q8YHWu&U_@e*GTD~|_G-#iPEB-ky@Q-<dKPcFcs#>IDcUy)Yd
zY)J&3BSjdv@k!=8O1IFd`Yw;AH<_b!cKVNBna?-n-lxJ`QJ~p=6rtQl^hGSiomMgO
zk1O+^^h0$dQCjyx`N^!d-df2DgWD)nFknSLiy|NW28v>tU1+aTisX=7!f9@u?gBYD
z&44{J<8ksoe^dzFKui3WvzB=?;E-?IWWH&1K3J4gfyTv{*4CGc6jpc<18yU|D-rN*
z=lEFHc*VJ|zg@mktk8YLx?ex$aIq5#o1Ob1G&~AUqabv#kH?L_FuV7VVmeE|nS}=X
zbq5!}rnM8v7IGj{43C*$LCbe~vkydk-hC}90BLg)rX+tm>;JimR-d11Nra*hz?wm<
z*OIZAx81^lBM-zPX}|-ff@t1~-1Z>GEX&5lEy{?wJe+p==(|O#Ko>8c^oLvlGO)iM
z-FB!TVdH_W&Wd$o7x4Ry(wvWbgi}anS;;n)6~;^`PupIp^_iqsJyaBj^QNkYBfGjB
zWjy-|Z(QqRa25TsFN2Y8NtoNwQ4tVyhJAA#4wkMN?AiV8qW<eu^1}`SKRXGt0=Vvx
zTqyn285{1@7>x~NnT$O{9YeRrr<}u*ty_9GBIn2afk7!^8b@2=zYR*D9k>sb9RJ-8
zya_2|!oG$Waje&s)eP#0cLwMUMXf}4%*{F=@8vbdNWbtq!1Nl?(h6H^>AMt^qkWIo
z=`ZQkZ~Y!j{MSP&Wy!Gd{UwnClIP`Rq6ioL`4Xmr@3$-;6(Wf*TVpd4GU98BVmfc)
z`$ij=TJW_Gd32~7`ugYEp?`<KEb2gC{(-coHQ`bo(6_ACXCWEd@V4P(soW;B(drFp
ze8F_@I(f46&jA)%Jh5y|kKDYS(u2&MEXD?3P)p)N@FEEMv!GA>%;ix4@AfM3WV#50
zw{VV3<6#un>zkeJ>fHp)!|Nwu#PBHcKth6Vxd%?a{}6xOW5tWiZwew3jGaH-BnhZ0
zP-17w<jrX-s=7T(@k`t<MrF(EKciQ>6@5u^3WvMBGjE3v^T%xcpZ3+0I9Z|mHh6w4
z_w$v{D~bklXpLH{GGj8`kHFtxrmE;xFwWbdSUT)C81{zFg#(C90IeOVgd9>!%e!Ci
z?mgdVE32An-d|uRuqChkd1G5iynGtx$|klX*ghY>z^3}6CH(hk;vB^pfBMY_G20P+
zej2u|Ki}3Jz;bZNx6YDgAD*-jqvlUO-}m#YKLD^q&JWUDDe@5T2<aDlurMRcrRWOf
zbN_uT)u2s*+7H)?5u7+`sFRv_R#*oOyF$<530%ac2LI3t6=DCHWrxI_KZ`Dzb9VoW
z1rS6Z(+0|tpi&}i+NrG>rZ{zBkX4o@erK&+1R4|!hc*xaRoHOu1@w=n)QLByRaG39
zxF|#09)O(-@4JBA)m85ZTLLU&+u*p40(Jp7do^oE&+c`3w|WePU7;J=z6mvuP3<R7
zbY48q`f8u8@2<a72%KxFi)zs5)b3Sy=S$)vpp9uMngWgK2(Q)WH+Cej9sNpy4+~fY
za=3Vp-}O;Hc*bJoFmY4Rt8Sp#UbF2zxBCg%7rS(eyu;I@^>)5c2~bDQVU2x@lMhAJ
zHH?mY+f8UqY~`SrHq8w<N_y&Ecs^Rg{Sh&@7QQPG8k;J5VitXeT>@{(S!rI&9_BkF
z-qJvAwMqT{%)j}^<unsRKnj_a*82>(SSG@TIGe0~JzIZ96=Vz{BLSW;hMi!l#pSMd
za>91;`(CVJpj5<^7DP;XvHB0E6%DMPE%R(>@`Qx&$e4X`<pCMX8x!lkLV_FMg~p+_
zFVk!g+yhQ%JSb%|zZs;lQW1*peD*C+uZyjqcGz8Bas+prCsQN(hq~`p?7<HfH=yX4
z0@J?5SB}0N*p$Y^kPSY0(|hVPSKa3(NYxQVyd)5O|7yPBbfp0e$!C(CMj9c#2?8h(
zx-JEQ#1}Crx_j#N)0;$Fa=HNdTny;5L4}2d*Pk@G)Bm;DL+=BbZ!xGfc#^JgVPy;U
zFQgxKTcU?KvZmzkZ5i_bb;2Z)(UYLSF89-3I!9sUbmk>JqcT?Y^xWw%r!z25qMh`u
zDSc+cv@=54aL{T+avj&<&f{p*zNPtS#w0P^{gQM`Hz`~gz*AMN7U~s}n75ftwjUn?
z%&TE1DI&1yW3Qr^Qyg=J<WcLwU-UlcBE18-Jn!thSb_fIHq@Ko8>;>KdRSqdXJ6Dv
z%W$00ho@-bcM7o23kQCd5nCctyGG{RnV!JD!d<B~FeT$QmFge+v^P~`3TWc-0BmiF
zKj0#!E3fbVvUp@le@>~KcW$C^`Nf%nh~<od$th?zBMfX$<}CEy8%@Q)z`17|&?Vz-
zEj0eKyx-fIS>x74h-~86BQUIE+q1nN%pCFF_SJXEvu(-dm7)fdd+@&7-Ul1!oB{$W
zb&?sS2bk(13Ssm?Ov0<5xo2Rje&J#$Hv6-KW_mP~$fREK%)+)AWTsn7rxgxZ2=y-@
zZ-O2EE+)|{eB}h%M}7r^D^;KHGV{6ZovW+Q<1Twt3;n&xoQ&DAHJ(K6+h%jHJ`VDf
z^}Y(YDoR}Syy^0l@J(cXW|hGILzX%}S^0Zc@kA87w@-eOf8V3_+kzN>hd;XoATjhs
zAWBUj)z`6~)<8+$1;isfLH0QfbT*y{`y>t}ZlF6PO7#VF-AhOw(EV}T^+tHTwN~Gq
zz#vD*fC~yQzDT6uwzXDcc^u5ojoA_SuL@V%%LTA3<i3MxGywqMS_#Q;PzWuPD3(z*
z3}~qa0Cn)Y(T8bcc6a0qi0?-~J6(822q}RC2<SK~>W<bFk6>nXbI>oFUF(E^Dgq~<
znMa!;xpc+bLb0yn`E$wYZ@_`)dd349w{HN~V7oBI86;{B0%t*#jwiUmP2cnZ@v0%Q
z1)#_tne2IXq(z<<S<JDf6xy|W6efD^U)!ftF?z6GYXqSQoJ#8KD$87az{fCD4CN*X
z2l*wPGe~#B@8a2^oFOx3@o!X)uaXg+EWbkGF*-@O`|A^#s`AI?C((2ipdT_$vX#0{
z88EeFPME**Jyepq-8C*S7L)_3GqbFJ<j$x;vjnv@p9(NbfY7j=BaaIqG_3u<(Xg9=
zrG(jq9bBbfnX;*;v?f3OrrBibe}5Nkz&69;3YF&elMPFK_&6UW4PCm7?h2&i@PS;b
zUqwbdPeaLp8T&7~+R8__W-d5KY8TFv8(2_!?Ez$A1)oh_C2!X@m8~A6P`D>mM%9;~
zFnW#q-T@Sfo(e3&eq3?xmrap^6z5iO$NY{@_ZuR=MBV?2&Q3E1aq3fZiSUTI(mIWy
zP8A!1K(5HImmWzg-{CCgevc}zHYS1VFNy=Si_rsb_RcPsI{xZmjQxXR-V(6jkHbQi
z>fBOK4^dL0ZU9-g0ewDeE)&UKV6WmIMDHsc$hFA#VJsv?tfPPLhI)xqOoeP6q->~+
zC!f8W=GPrh(k9sx&6qD0_@y?<9UV+*5a{i1O&Fd|?_!4ezMQoE9zQ@k;W#uh<j)}v
z)MyZ{x(k8z5*0MW8TTlxhK4vukR-;wq>-!~5(w|)M-#KJ%Na5fAVL@P<tXB1CD0mc
znsmPY-fY{#H&W@5R`M01$x!{UTuan7<6*eTI^Ff`WSSCjTv($^p6bzc3MvpZByxs^
zmX}a(&T-UJw1%Dd<6iN!qmC9Qg2$%;E#VYUE8+J^o_QNP8Uv9r#FId;)vVLS7mtX6
zzX;=FGvAqTAwp<5h!uMH?RZ|uiO(4%?ch_}6-yrsKRX$&hQFieQTI6oVajculH1+4
zfALT!ZSzYMjt$*_&Ms_N7B#u#L^lqh>fLTD_Eph?WN7^#P%L#L+TkV;UARH8o&GnA
zJcduZr$6!r&t0JKDe-L7+Z?~VgX;|T25s20?w`>OtZD8{#@?H)n;Z}8b>@$m6(jJ0
zo9;fK8Hn4M^cA2B0(u-ZK^HtL^&JTP@Fb5$fLjMOc>oqWG$AbdjKYg=UfLvlwc<;=
z%Xxh7)h(9!qVfltVM)J?jI5G}%1Pp0Zi~yyp%mO0=MD3#Ye01r(bogWB2|R}!oO_g
z;8%V{a5yMSr$B40Ac%A?kRB_h%{ZY{?C^5;+QS08rFeTTEdxXVIT}ckVlK&_b-%hj
zgBChG+pA~@@Vjt15UA6+{||F-8CK=i{)-}_v~&qb3kXQ32q+CIrL;^^M7nDNBF#h^
z0ZB;_kWL8+=@2ADLK<o2q$VY2Jg&8TUH`q`>zwmx?{Cj#z?|b5;~sbXqB^Wt%|l1U
z0w|7^y${?3iWZ~%$%g?@_x(C}k<GeQ5djvG>1^Efd6b??N%_-zY}8B*ipHz?uYi5E
z{57okhbk&Ps_>yYPlhQloGr8+OlLsc(H(y4YL{zE>5f9$qzhYX>q15ht}UJ((r>=E
z_>0&9VFBTqOV*#D3t$sm-!HfA4HXsXUE^OHxb9YdcwIMt^c~!}J7B~Z2!^~oGdfc&
z4RPfOG>2k2E)GgH!Ka({ezepEQb*ltV^c4}4j)#>$<=;m+#HF`a#bwrPwF^&%RWxx
zYHBk({Va^_)ekqoNu=4{h8pYJrI5o^4NCkuHJafZ$>3<z_F=51X}|cI74-sR=Z;-B
zwf|@#IMPy0DgHXQSGU&_yp~ogT(}EG?NE{D>#%c)`3~wjAk)%ORzcyTO*GgrXE><~
zHz5elY^6)AOAY0Y@2ygzHmClUEiUZH+{BSK9Bbrjc$@2C^)f)scMvrXYo!0H82m5T
zb(QBB;er4+Fp%TWrbf*ypE67w43p+usZ1kT&5dq*bSy;B{1+0ng(D6DZ#hFPFu~Ej
zhw{0){)^k~f>&@DXm`qX8qXf!9iAO5@64a?x&*oG8c~<`p-kF$s@lHxyWs^~_Q~O<
zLb7o(*HDpSF0WO2#Pi_no<kNa&$~2LL1y|2eMt)8S!E8G0z?pk?s;Eq4?xsS?93y0
zgCBFX)5llkXZU(ur9b1gIR)UOa0K~8SJqJpfU_&DeV*5^hEqO-28*?yV_z<a@!D~3
z7&)|DstPZn36{swyRQBs%k>;c6VX9lG#+Yi?-^2Rl-YfJ#iCRg#yb^)%>Z{`)%!#?
zf)4O#7yg8)bEEhp56>^du4C*AIIjRK*jrM3QGqf{uTMeD=t;6gmh{<ruc@Sg7evb8
zr)8C@mVC$V!`39@Yf&WURiUJ{Eg86L=LpF}Zziqf1_YLaEw=yk))6Dd-Xo6zpy5<z
z;Dp0TtXf6!u%@f$!k}Jy8|N0WFK_cHDv5laZD00%<H0u!J+hW#Lc|fy8MX-)DGQ}b
zH1p;Y{xgsWhc1;?ksH*Ekn*6(635~ez+4${GYVA{f<n6m3!n;+&5`TgeCgeIw&LZM
zv~orcnb*4DHZskS`O$@kMcq{=D>!LTJ@2*J+vo-|Fu7QveTiQrb#YX+fi0`_Hbw)l
zxdqTk!3PDHJ8M)K&+C~-O5<;5h(j2sm|@4miLDB>w&Z84u$X%1Mrg|EzsbCgyNKB}
zyIQSZ{G$TU;&@_ny(&Jo!Gr4vcUihf3S?$qG+>97yxNfx@jXSq#;W`a-H^kIb28g{
zT0U0&*y_83^cFxWk)#VXP#R5?>MuBn+#fRQfF0wiTCTb&7$&|Z`|==^Pw8rKhIPO?
z855C}d@xfw-=_kC;T@I-(g}s0UVZ;^)c9|7bq;Jy&4xD-vJU%~QX(}<-x#u7SxSkd
zP)p*jpVg@~Y+9BrQ=~Z^c8-mb=k22L1b2`iS0G5l9(cXE$=t+U*Dhe<5HyQgeLwhc
zjkI-__cqDTgRym!AE?5>M)&iYZ~<q=ZdqWO#vO=st!>hOLV~D91&N$|!oNl7s~e~f
z@Qn*c`<?ib2!D85gp7ho8HoTcOga2vtIii<T}=|lOLqxj(Yx}iK=yzt;WPI;b?m@T
zxNBKIwP@r~vikmgIh*ep6F*-epVLj7D>T94*5&I<|A1o$xnsFHzH;8N;DLQ*hP(Dq
zRTu0$l9r=V9;!Ec92_Kv3ya*P5ZKR*dK<t^Q283|1gw~X7NVr3(yuO^LZsDVN=cAM
zIKI&sr}c3J$(mb*&_i<3s&S})e1>?AgR6VzIZmg?#kng$E2@bULMU9Lu&I1||1!=C
zVtr!D#Pt~Aux(%zC9lEV#3(t*I3mQwtrY$>fZ`G*JCm~UX80$M#swLfBXC8~e>Zcv
zlJ2v5S7N`V{=$o;(4tRNJ@>mYBn^Cj?q=u=wqSCv%+Ul>ko3rc-lsuD%U|U61x8(C
z+lzp_o*pH6>wF3JGgn1rX`-bf%q2%LyfVcddtmSuO(5O-xD98qD!M>d@={g#alHxy
zdgNBiesHM;fkCHvkW`YSr&H1QQj@mU3)pm@d6bQ&IOXIpXD)f%)RL-2!P|!ek24O1
zyA%t^8;v*$c@Mt<^HAziJh}gn-Ni+>jdcTtKhOknDKUe~BOjGMAnv(h^NW{xzLzg8
zkHXo^jBHSKEcs&Jz_s2OD~>H^q{shEKI07h?aLer?gg1lYlW{)SMa4;Q@xy}`4x8T
zA`wL(kPS(gRd4)-FJqPJg5!+UTz^y@Wzitxar4ekGXm4CU+6(oL#|_P%8^!SJ@{Pm
z$6tcvhR(I2N?cQ_l2K0?T7^|5a94pGIiX`M-U^WIY(*Dv=W6NwOXap3DhIn8x2tLW
zogm((_(^{iRI2oo$P5Ag99t^6O>JoW%ri_pi+KCm9JK_O9QhW-)Sehq9jh;UDvDQI
zkKXL?+=U-a?h((t9ul3$x7GJqTxms@z(vOr7tT-oqzQCjeos6sI`B<W_+dmTHnoH;
z!WI(=cXjPXJ@NWp<39UU3C@8EFqA)93)IEo=qknwaL2xRCOjjoPhM`lX%Gk8_tAZb
zvwBsTaE*&n-tC)J{yVm0kXQ@b0HiAGOXhhzZ1|&>6y%)d;-c;3rHZ;Ty}pewR%!fz
z5p4g^7OGxS%GbJZ3st;8UXKbyn!MweI)_2v)UkG?VJLh2<9_&9n!IF}q*C>!O~J>+
zeQq!2V%8=ZfwpoY{MX#(<vXdb2Q867C8a^$EZna@@rZOmt+PEYOi3N4*d3c7hgzV;
z*J-)OnV(9UvAwFZZzWF)jNPZ6AYVCR{fE@fBzen<cd~V-FR+Wz->}!2ij<%n5PTF(
z!{;lu7=G@AH~`6?j#&jO<#tL(=4#aG{o-+x=?j{<1O2Z8xb0XP0{DMw`2htFI%Vob
zc^pwmmalj*o2$g!Rx<M>;%_N7DIJ4QS}4L!oJFO^jFIx$H>V9O5LaqfVDxAujgNx+
zPU-X&{I&)b4TT%Jb1iEZF-@p2t!{Wa<`a<M?(9aG-{Ko3$|BuXX<%WB_F?24iF;B)
z)nnyS@}{;CsBSKBGU=OaDrn|R$NLLYrJvz!dqfxR87WONF^7^*Kbuztk%lR{xF%YE
zoMk(fI5B#LTNC6q%<YMlM$s`e>@JPSrVcbKA~O0J<9N>SU({rJ=FPe9E?@3nG^j;N
znh?xNUBv&^PpPrbs+KXz#bqzH%eodS%&<n_AHttfhA`_eU$(s3i?cA(`bZ*u5N9=X
zK^Gv?w4Eg*IaQZ5FFV%uB-Zc@{4oOXm&XMq2xab!i$MhF`+{w5xmRHT1Y<wmRlvxl
z=@DivRA11&E5Z2<Cr<ML7A1Z5$9PjUliEdjrHpF}ion|@qdZA#u+R72*WT|Dme_%Z
zGplSZryL-}d2cx>{kYmRcKX?K;QXGCq@nk2oyll|4$=2-`z$XMYUC0ES}4r83yY@d
zke9y9=<3`l3u~47Ku-d5sK~r{9Vo*Vl3sVQqvSk#MrXlgm8<?p5`o~hVb+Tc3gudy
z>s7JM&1~Q<+6iK7)ma`9PGCMN;6<=Q#l)2F-SLzjOKX4I>SRR$z-RU)kCa&Bke9FF
zu(LAhClv!5nzxgQt?XkrC5xtM;REhWh=v*w0=Bh7GsrKj%M2+We6baFvAeffk#GUC
zj^pG~^YEMq!r=8d<W_o&?eFq|gmP~jAiZ@-Y-!uRMw5~}QU#lO={6Q2?w}Q=MVV6G
zC%q2W>aErLl$6LIiJfcyrNo?w3;f1E872wt4$Cki4itQC-24-Gu*!&I**N;7U8mk*
zZ^Uf8x*Jhu+~XDmOy_J_DbgTl-9*dD-SCQmi~f{cPD(>=`I9^*NB0JUbv>4%>SbK!
z&w{M4BZ@<LRbYdkZgc`%>Lkx=cZ{NDrs(@jdO4UE0*;Ye7^_tHPYQ6NBx?~$A1jVZ
z+pesejIvj8YYyIxT^rumzuN?Q5sSq@9bUeiWP4QU;8gzGeNX175o>R+``|v*tlYZV
z_Ovrb@!G_K*CM?VFa}HUIb>#t%^wUWhLx5E2w&w+m$4fh!!P75mq=n8)cF2al-^&d
z4_?Gfjymyd4aD`g-7Sp_4J9BWS~~@MUqXKAN-*DL+{m&}se55uYg#e7PxI%+nUJSA
ziM<sGLP{b$<4&)&JNqcQOBRwQ{?(EH?`U_%Aex&m0PzP;_*9}pJ}lzyl}q%UIU2s4
zv!PluLiE1FD!+^c=;o4mvo!X0Eu61;9wCXP;LRtA?NvP_$feTlbehYAbW=Rt-W8U?
zf&(Soz6AOLbONh;c8;qpomBWHi^u&WFtkJpulmsoGI@I*6WXhNJr%QERL4M%Bcuqk
znwy}EIG&=3k{%d*5-cNZ`xaE?3|k_6>JtLy#Y>tVl*mhUr$`r*;lHJN>=N@p&vn(k
znr8O+<JwEg%L$n{b~j}01hFEsTvrfQ#}RHwHetj)JrmU{dbL(;NH*_u{m$t8%BSCc
zO!d!duNz(w#8fbzWBG_~O<cv9950<FaROzx9171DC(5QKCY*BNOR2suj;rq7KN#~d
z=;+(nlbGQ^5Vz1B;>+J6!AaD8{Fc3+yR<wL!A6hO%M@{>H%A|CyXbM<yk`IC6R$5x
zDdzPT_^eQCS|Fk@+Sm_B*nMisF5$SS%BS>9_`3J|4adJ&^i~jOEx|ZepMLJK@hKWP
zG0&2Wqp87CAP@Jibnc+BlrtRhO=vr5fz+E8p4swfkpsv0SD=r-bGGdV%P+3i{n4_9
zAIrw|h^+rm$hncj9=0v)FgG3LZl43#s~20jv=7&+=zARvOCZ*L@!J!~<hQ$h<fXd~
zj+yTFr`mvOW(1}qbX$+N&i^O*-m{~ol5n+J!RF2-J>q*FSMGztLj^;5HwPl$FWU!Y
ztgHcS(tJe}Qs9jEg7l_IQ;~S(a8Bn)fJ4~n;wLrzvm`DAu`Hccw2kMD-v3V+0)9;9
z5~c3z!{P7x_<`C3E5&el7qfh7WJ0>ojTEuS{e3pPTWKMDxdBre=7re>Q4hPs7-$MK
z$h>Nqn@(qEck4OnmC@&q@WhUawu7V2zp%H)V5d#9lwe+d=#r2vVi$>KM&Za^;Zb<k
zpm6j0M;-lw@@7qWKG(s-#Hzrc`{W~fS@PM=6|>i^F?1P^T8Ml<7o!`FzIava4*(6R
ziDE<gQsQ3M=weai%YkBn<9QL;Sq}X}A-_hcfWY=@N+lMQGVEL8{k8)VcmYv&P)Utm
zSM01MKe?65))NP<BPe(J0mEXv`XEE<wm#hS7BlXkUiFB~*Jm$EHnglNsfmUz&0jXy
zHrC7iO{y<PAj3l>k3l0)O8=@E-Pi{JX4QKtudfXE|It;gi4(}!m0E?h;fdWdcJ}_m
zR=74%DOTrif_>R(l38S!w#nBgc>ZrMSl!XAoF<Y!br>C{^Wh>D7;7nozZhYe>;if@
zUb<NY?A$J98rQiDqm0|K_$e*EzQZ%Q)dYq=Y{y!K^8A@79ccfR&ZzgU(X<oeFe~{H
z!#*O4;pN*80A<$uYE_yLd#c0T2FvpC!j8~?X!oJ|8tx=*Z&_LmvF1h1&9)lB=mVqs
zUCa+DmdCJaL6*lx^QzzMY_$|T^$J47SFi3*yr?(&Qolm;z1;S18a`hB`A68IPtds2
z?w($;Q+ObM$bu{;Hw;LE^rG`EnLBaJuI|##$7?%V&LhbZ@5fz3{D@s<A-XFe*NOc2
zuaKw?ja)xRx>vlE34=zi?P)9Tppk16P9|TRQ>1>D;eyzs9ApA>kBA|;b&iGvi4pk&
zBND?<RSNe&GBt6D5Xu~fqw+-F3%~_F1;6x37;lIUFtX_bb`57gi};QjWNG!`N4lSw
z_n*-wqq8F4DW)oSGpJ0aOulbVoLMWXwVD1>eTa<=3c5teS=CkOHRg05UJw-C76E3!
z&oMmL3i3NFg(=(7Dlp7d!q|(gA~q3Z1wgcGQ>;`V1`m-AkcA#sM?S;i(Jyj^Y?s=)
zsVAd1OeIaYLo0HPRZuJquOM!8v9m>6x$F4?!#Oo%$z2=WGsXidasv+_QwbF<#9_SA
ztVDk>=db+5oWJ!S<~-w&lhjOqY3*IQNw3mT;=h>l$Nw<rqXqr;3t^vJBvoA-%Qx{S
zn@c_5faVnViPE6RKyUR0ye3ovTW{(Fp_I8cT0j2vvcja}9W3;KdsFt}qZ$yM-u@46
z{ia}UCn;%;RX+>)O)5=lb55o4eb&F2*88RR+Sd1zhxw#-;lqX%>6hqo)u#UrLYqHp
z-<JxsC$%SaQGcrHg6qjqbjZd$T8w?rIwel8_N7k9cSl1ik}Z5evK^B9{%788jI|7g
zD~J*-kgN0r1GIz1IzLc!qxRQiWW+?oM{&%e-!#N!h;c6G^sz)R^oS0VzGomzgjw8i
zyCZh}LFbJCc?w%sp(lMwN!1h0PiiE-t*?iK%oP^RYzhrFqvdLs^PF36aQRAXG@isv
z&kqNv5xl0YAG<Gm^#q}Na}_`A#nsA+Pl<#gUm2kiq!IIy0z^Nr5t4UU*H&N3r0Hej
zT=rZ`Uxs~cPXwymT>3kZX=t|QFGXV5$+z)&5rfvilJzp~=SgVhhZ|S@<u6{SP8*u{
zwC6D$x{@Vd|90%D#)lfzvriOkP3FBtHPl2j80&NmsypxbpN+g#ic~Jn;u9&qk5`@<
z%ByQ>W{^G;XnVW#HH$Kj?q`N*cScMzpG`odB{=-<=Vy#B%Pj#(i(k+rZ70u3*rc2b
zb^-#r_LsSlWuxTfz<V|bv>b09SNK6Rvq0HWf5!XGL)rs`-Omr@W-dOnEsH0WLCwyD
zo|a{DKgDVGI(&^IowJa}Va=8gc0&!c8@7!Kb?i}$K2>OtGA*Z>%t*5`g^qL7dVZh#
zNqLk`PE2-1a_3{cd7~t2_yhJP@=d|xCD4eET)66sh3Ww9T`J&XAi|rOcrNKPrs`Oi
zRSMB6EpDt0>;_xD^`%2Zx1xi71E|$;Tb0^U^^t*vHmEt^oFNp?GxzmRXTS##X7)id
z=9Djsx)g{ToUn|#4p6qmV_YDAiqj*6#rFC%T#LFBt?{1o0iHx|%c$DYoMvA9kd@K!
zJ45m#?he3(6IhtIFxTiVX0V-A966?E9ap-0g{+>fX}QDsSL>&G#woFMRiTQ?qpK7>
z%v99i=1d9GU7YW=s3r#^fROsMnxP9lKAeH<fM|hBHzB!q3AV6s*U5NJZa7p@bI??E
z=oDhpUo;S9++Qnp9&tv@zT&B%foiFIpAJgAZ#S8Wzhp;AT?JyQ^Z{36)P~_NPi+Xx
z0OP5{9E_h8jSHiTjO8ylpD1NJiv}1RNJ@bc9^^{Vq|~~ZUz{Hco50O97))#)6f+Cy
zk7(2QxSpuM{V}{D0X9=6T4-Xi<%l;!1zF#rXQJ6;bIcjIgN?;mxoo!GfJ<8EEZ|Zz
zS{b)s6zCjM>#Y!FvC3g#aq;TFd|WpwAYPc=qYz>8>fEgFx@e0O!ca~nuF3vaDv)|D
zw>vl+2v&=tenwy&j7RMDOc`*$EQS@hn|C6C>OeyxG}lGCNOq3tn!UW1e>2>h1qH;2
zV2rmxnq*Pd2&nwF@F6#?SKkIcu#FpP4}0@ix5%1dP2%}%dw=hJLI~kx6Ahh|2?p(4
zN5bn5#pX^iX8fRGB_GhUeM%oTOYipe&GGxV{=^Wu7VT`^VOlWU{c4%vQ!d|OHlO@m
z#@yIiEN24AgAliPJ4ksjW>~x-NXb%LUDw38zWY7`F#Ds+v=AJX;#{7`+y)9mW_s`z
zJjw-Nn;73)q0LI(dgRDMtU%XUN!2_&pJz3E%$fF{JxzA?k@o9OsFM08Xt~^g2E)$=
zKTIoRHh{*9=1h}wKct>%hNVuL{ZQ61Sn~m-(DqisxAllgC7TbGOKHfVg(uZ@ljA6q
z{kDap)G)9<3RNr%FPG*;F4=#P^{`e@BRfT6b!UX~V);CI`LfM&{F_*Z)X|3Q9Pgks
z<tqa>UG#xy<ok^;QheQ`(;qf^oZFlVU5Kn*DnY{nn-W7Kz8rm7p&*l^QviDlm>4iX
z@~1))MF9Jbv<6qsl)$SmJmpT&u{yfkw}1xrJLO{p`ff&rx<bm@=m-67iS(@6+)p5n
zdMZCXkv9v5@wmGD5F2m!ot!ix=%f!OW+f-J8dI0}TyQ`vyM7vL($siMnu}ZD86r+$
z#qM&=h9?{VCO@_+%HZd4b6*31f!jAe?!G9yKqG2rShMn;vTEJdY&g60@&(XiSMP&>
z9Zy?wX0n`A<em#9>64g25&&38d%*hN(x`wO6d+y)e?vk$6&}P%UJ$vnzc!OCpp3CC
z8_`xv>_(lT2ynh&AY&f{xs%}YHt^Zh&ILR6vLD+)b3ll-#Qg>m2EcIi=PCENQr`cN
z2PLn0_Vh6h=7X8yNDln@T_6Kbf(Y7^yT!y`S~X@8LO-^Uro6)Y;=@*4(0x|*Y45)^
z1LRKu;ie~$7-2zKBt`E!qJf-Fb-*3d@&(qCpW3)_7XUgnVlvzW`JzG3pW7Aq1#}v7
z@9$iBtpbj}#V9I&!N9A;{L3<v29D^=Qr*q}RWM)$s|PU&Iw@So1Sq0*iLRS{{-r1s
zq_SN)N(*=|DS<#PUFvxK3>2eY7E6Skm{bdr;}}`uybHP2qNcvRjh|dIkFM>`JtR-B
zkB`Y)Nb;<Zvl73aigNrSr1CFIpET&6O&eRVD<R>KhERpgMAMjHhkv8?f9QCfjn<qz
zMmr~vg&v9XJ~9D2i0(-J<D63jDvH5`xjyHp3;zy4HgL>YT*%g|UGBp(`KHCdiM_r=
zg|rw?BO*AIa`5q3C?0>Oth27qzERtsZnB#DsyKKQMF6w3qZZp{8PFdRZu?q3+b1{}
z;mA<}uC;T!Ro~ME2AyU%%Qu>^CN2^Kf}I4Wq%0Q;5^jp7jwaBuG9$*nZbQMi$_wn0
zLv~PL;x|$(s;%~Q?7{?qIkW<NV8V}an8wt@D>u>4$utXzOyy8Im0Oi7K&2RAYxw~W
z=RWEC6JGcnK62fs6@=gT65gBmg2#9#z%BQsMg9?Ea#`(1Ow3_WsLsDi?}bi0<xR|j
zec~cFnQMJ`W*CUl2-&s}A|l|TVlS+0k3f#f-S+@G$$Vp(Me{xvRP~6ZwCVsqap5kf
ziLQuh4Zdm7r*9OkU-8S>C}xyPh4_5Dg4hgV085q9T$~}cN}uGSpda%Mb$3da2~ySs
z5Qc@jyzr7NYf6T)L@3RkA}BYiiU|=vY!<K_Dc5-+Lj$16x#@ennqN3cTkunoS2zAW
zdoj3Mt8lEyvIxf>Gv2MZ6zlNTeT%ske^(obe>NIDRkH_V*6t8%&XWP%oaxkCjfsp`
z9j9}h{y`30wg}_3smVPI0llQc&M~8gFSmhS3O}#G?Ymj3xk}T?yfOpxUM;Wj4DQ?!
zQDS3LG@iIp$Xf-PdedI(#r}udthX+cywacSiR52JYg<PsonW;JP%>*lI+;ot1wd@t
zLH6S}MogwucjGO`E<WO5>RV;zqm$Z>p2zoA>=SzFBKT8_E0Y*@7p|JyAwFHLOO0BO
z=QCWkuZ+n!4RpRoqta%WY}V7l#^W1UiDPxdbc5^KzuZLVp|L3a)RA312?r;%n=2O#
zZK2%^+(f3--zt~Ax-qONpVGxusbm$e7D#D0PtMzH2*fao#XERo3BuKyu(-=dN%p<|
z>a4h<5TU%%V(5mi%ZE<}3H<z4`b($SL$nX98Se2n_OM^>Cwx5ZI@Fk_!wS1u;UITQ
z<HcROIm9MJn)jW4*-A^No_;shxG?ykIyIuNRp%5?&1?+Otywq-jN@>6E*3C@&&bAg
zT-sKf?}eajkZzW4Lgftiz}?Uxs!~?tHx`DUj%9AhJF51Y`bS^V07~~vNUmp;WNh50
zI|;=(Pp9>A#J~wKa|CQ~LoqNbZUyczlst!@?fQ@v7%zpGGuq{RPQ8J8dm$pr_=+da
z-62g?9tx^LF{(*B$4$nU1Jm4gK1F$P5L*a?*x1klNzvk^bfA}|^=v53Qd*m~(xYgn
zffA-JVr4UD$n7Eplzxzv#A5pik{2SHR~?_lT(TyWB+@lrtm_tIoyVCxF3TLC+9yrV
z9igWYda7=y`)Li|itz)4{B-nY|3^6>;BBiQhKWB}Y=3#LuUz;iJUrL9oLXn!wE;>^
zVx7{d3yuly*RWJ?u2zKb=?#5UxoU7F*PJY!Y6Kuh2O~x>l?o^Oz3H*YxvQ8A8FZ^Z
zqEv2^AcHFR9PKfKA;+bDR^5%37lhj(UQvM<m-utj$y*u|<X(W*_qQ*TjS44a)p<PK
z9_O?`j)5W=Xu%TCT&QHbj#wuq83TZl&|BNl%#G?%+{jCsvDKz8;4hZgwy@vZZ)tVm
z;`k8aCjM3#7#*cxMBj-G5c(vEX^MA9kI8>sRRBSf&@AcGan@1$(FfBmdVj(z!d+j<
zY*vMC;fkE~Ov|6T14?l!Ko|z7FRozhQU~%!+P?fq<O$?b-f7?TRJ$bF@j)LX-p>-W
zSR=|(%QAdTi-z}kq&rc)xy8V)uMH?#7Ovw^F*UY6x?+X9k}rf8N6YeW+zym6Uunje
zg0raKg)(N7{JI{HF;_}sYPJ^Sag3^GA!X-+Q)2aUYPA~3UFjAQG1WXBa*F~+n3!(k
zISrGkNl?1*l|&`HY!F!Ayf8O<zIwYRl(&=4$(PM!n>AUVt+-MFN0lJ?FyV1AdZu+i
zV!i0~lesUFId_;0Rng@KAay9DplD+pF$6$O{}OktRkeA1pZh+L6hWoR?Nh+iFh;Mc
z`F&$aeGW2@pnoI^R07`p+@REuUmp-29A8VCE@8`0bJPC?LVO6iI>o1rL5_r0lc6>e
zTjHUb+&N{l!->DLW%ys&G82#zur$AC*85t&^}w3w_MUpgA4&pao?rNywk(IlDAFCd
z8OO<H?tjhWNr~Ev*yR2;PTFz1gTF{)X8=gE-K8m53b#qFs%AFnvzTiXZPCQ1G$?lh
zw7O0n>9_2I>EtPppG*VPf1g=2(|{i>C6-VQt-0+s1V2Z}TzxM2IYsEpiXN%F{>?y!
zB55VYx8Y)irTTV8QwGYcnMVCayf3$^M(X8x3Wb2k0Kvpo(acFVG>zYu#bK>FE~>GP
zMAbzCTFG`TTf{&jP>{b8^YV1Hftkm^x65KmF@k14XF@7Fl~XHEj`?w;0B(r|Ven2<
zguTt^Wn50KGoQxgO~GoB`KD!`xTcTa2;~YMYN|@~>3wA`Okez!K;Tj#F9|U2ng*^v
zUetIw*Vip%pEv!Ba%L5?ca<&G^0{vgQv^J8e&Nnil#7*b(Bz*SihKwWnZI8P%u;)z
zK>S_WmaTypJtA@#7Rlr;+*sXo74c5*1gsd}DIu>f(VB2fhU#2vWewE2=~zoT%n`{K
zd88Rvl7%3KaabP<La=M(=qoT_YEca;?Xg6~7(Gn!-fk2<ooqfcFjU9z!@b^LhSO?l
zc$?`qY~mVl+d!&5%FQM!WfcI#&DXHQ-A~f6DKk`B$xKD-_y;&mlsb0P)`Q%qzQ@;c
z4*}NrDkPy-`Qxb(!@4NPv3DGEZSGQ*hh;A(<(h8hqV5aVSHODWLC6q~zB~C(Zq0I~
z9Pf*QTafWVWqa#9+aY!iLzi?hX%VLS_3^->9(56zycy5a44;EA*tFC4{Uwk!jJ<QK
zr2`kwYuV=~G|W~k!!q>=c!Sf$)!%NUzXe*b+24fpzuw;+FNfci#Q({CGyj#D$G}T!
zer7v^*l7uQ3xSTiU(o=tWI%5p7H}%~-qb&6bNPYP(PFJ}x*b){sa_(I0iRWu%VWK`
zroOQ=CyA3`@F}-NDaB=<XuQeMom3-$4jG<($3RMI&WbxIuZO4wN?#XWH4x9FLHeF(
zsl3W!J9m|5Kl)9B2fp9SFcZhtl({{$uh>v6Tac(d=jkX7?*44~1pOS+o+l?1p*2dd
zP))E`A>$R6HwD+aBT!<}gI4BXJTernF8TI!$+iZi^%ID<kd^2)W*E0z(wqR&x#T=3
z5+ek<wXUqF^@E;Qv9piqYUpMVXbR+M?K>dG=zF;u22ClV%Qagx@vsE9YDR86e68^F
z$;rJVkNhXJqTHyQl@%#V8|C6VoKc1yq7GWkq&KHZvBH)*^oPHXThB-ZMDrHH_P4BN
z_`&pGYAuOKxs37%+Yoi2$8&EtkiSXri7`^%oN9Tnp;u6CSuZFB&*b!@x+5J+rQ#BC
ziG$&L`~+1x>DDe;N$H^6m5T4by#o0#(;%*A+Shfv3K9;8xfcK7+|c`1at!<~al(Z-
z2i4zlrizhUbIhP)BF*CG&_`A$%;bJ(+&I#-)1HtFUZL(1XX22I5)~%nOmZG(25k?5
zFX``6ch8?0I3I<gQ5pBsmdzM4XoGde3Z?i<3v67;244$vL5!mLDR8%Zt$#z)QY7K=
zW~B4<_T=68JB&@nc<Dj7l!{+5-_me~8wjrS<nd^_cd;kcS@L_CFL5o-U^$T?G<+zw
zM2k9eC^6y_Pl#U(0(3n|bE(Cgu8Mo^Uxr>!6|p>cjZKnQXeaabTsP($Us$pZ;#Utm
zmuVHN<GUn);kwcoy5enbaH;B@QSnpJZ3jsJ`^z36Hu1FNLhNC0Z9cyr<K{fQ<J;!#
zr&9kMr~ky02egf!Yzc;%)T`Akr^GP3u6PAy%F$CZ)Q(qOx-aP3mGbH&u$m=8<7KGG
zswegLx3~6}AJ>*F80ahb9U*{l>1f@fl^};t-jb~R{V8<^bvkm-P5K`Ck>+^{Vo{-<
z-dn26u_QB@LXbu#L;^ilHHm?+ABO)w+R3tdz>mG>7U%3+VE~PvBOfS>cMFe8iG8e8
zQi-<$=h$)x`@)apC<b~^9LONA=EDa#B~m&}D0q%Es~BE;ViX}-7v0kAYyJS{xId+W
zDjk09+%{k39`QD@e@=ms3e#p2;MAyu5)O&{(6aZfrSDVBw}Z<TaKSzg;TTUZL&^fw
z#%x!5>0b@VWtIT-AGyxrt%q2pH-hCELj9SupBnY0>a&v1C#^qAPh$&Q)%8>!oYLDh
zpDRQug%I;H-P?5z`jb8^lMjJB@(&s&Z9&lpMc>U^<B<0<V6Xv}oh7jb>p$dAr2tr`
zilP`RWxNwSD2%vMT+S^fHqxb?WPk`ktt$i7=6yPQM5tct!SR~Y;c-;iUiti5OHN`F
z=CVr=i7{;+BxqIO1cuUYpL#VG+<O3u{9oN$#yhi6&AV-i1qM?5`gp2Yz)=J0>SqqP
zX`Mu10GDBS%L{yGqb|<AFmYg7O8u8<Dc>+;TB?sC9*i=p13kY_aZwCel|Jtq$bewP
zKV24M5(x4wU+X+A#8MgxzHKk_w=%m|zwk>KJ)-fJ90QA*EI|v2F9?HZ@1_nfup6!}
zkw%q22$$^ns3sOjm7tu20?G{l4T}o~Cl-=wTtB}a{3y}F4xHFt=Ca+<WFmNMYu8&X
z+M|QNBJdx^^T!wR#>;)lCaA@3B)x4Ag*Fc8cj=e1yR6#21Pg6DefzzkG!q6tJ+Mfp
z=P#jPx};-3!#{XGjF-8Aqw(EMYrfice)d=D*OrJw%+JEvuQdM)!5Im~7T-&?X9}5c
zsCCpN<@^$~jyP~JIVN)WWDA0olJm^s?Q|XPaOU&XMeFR4u}j-k({b)<mg66}^!XwI
zxX_9EmYYrAWKXl6JrR!my%bt74z>?(f%@7~!f+W~(=JI#eLbo~i{Bk9YJWG`=ZB>L
zeJP=B{p0f+N5`7!wI9dal33{;^I?3J1F4Xk79VIv2f3SObVJIv|0kKM&D!>W_J1H=
zaX0D64QG3hj#w&Ht6)21mpt@*54WhE04Ly8D(x#e($<e`&z9Vh{+K2F?$I%0YUSO-
zeM~XmJKGYF9YnQUjpJ;t=V|hwNL&z!CQ-U^Z1uB`e|L7|2Ei&WOQfe@XU<B<)Aaid
zk=g&E7ynoF*BKn8g6r~E@q~^vDw*h1Ioah?T3xv{@wH9V2Xf`8P`e9;Ih_d^E`f8X
zT;%`#lvc9`K5HWdCR4SJWdwf`#Qq^#g7zjh7Go0ugOnt96MEiJ3g16S{HC*ko-L@r
zj&Bf1FH-j>cLzjkGi2q+QOzf_kVU2J$0hQi-g3A8Y5DqJxt7Z~nL@G-xngbdxa<~m
zjvQ-Z9SJWY9eg!M?ig$6^#rJTGS|Porx)^u+ZPfyhuXz}z!YZjuU5ccQTH#l6!2tk
z4<#9z?*;84%9YxGEcVpxm3VQSjZjv;MGbuk-PuPXb3nWzTdXyn=wC-wff0)g2B!c)
zTwMgJpbVnwnxL5jCYU)e7c2QI=!&G4jH-_?IpwCZFs#Omu%%b3lz0qt5hS`q8#6X}
z6lUXO|4EMiC$we0B=!J~t=XR-vUR68_pWY?wnMU@;JAEfK;;YK5aM7CdMgWx%gstR
zC(4t|)+HC&d8At(ip>3sob=y&(3-h4c*2}3a>jRJuE*l_Gy1H>Ub&P${I+4_k(VA^
z!)rJi)|@P88T^l<v-5vl!T$?+sDIvq|Cu2I5sm*t9Mk_dUg^qzBZoidZi3FykS3tS
zcCq&b$=@An(8-}*?&U-Vxjk)q*{fzw*+cwB-YVXx^R;zcNO?jH{f;AOb^Q)@pJ5Q_
z6V`Ro0Jh~KMAT{M63>ACI+F@ZJykhOLEuOuYi{M2NzD5H-XumGWR|}!Nu;*obBq5S
z6}<Wm#=NSIjt({G>JWiDkJ4%j-=B>whwr;Q&Vr((vndd$dz0|0TrSCE>)uh$&}piZ
zQd~Ma<&QtVxC<l5qg{;iKXfZ(E<)EH>Wa%gG%<l;<z&iQ1q-}1^RZPZ)_AYX-^m|H
zIj@}WFq|2!^&el6a(u{F#Cf?77xGl47JNdG|EI>%A3+Kq1gQv6Qssd3L(;?-0W+uQ
zFHRO^2}FEsHB8>)Tn+L7)&TFzyYrncVI3uVFX;cdq^r=9uIfCWw8!cRf%2+#!SSyk
zuOek+%r#Ik)~E`Tow&>|AASpvjN@f-6K^c$c(53<QqRjfX;2>_^K+=Vo9?BE^tV&F
zK7af>nfV_duLuwxOuE?;fe<=l&Qr*}U`$UA{QsNM%O6$LvUe;Ogot#+R=YYKud+)c
z|8?pGpmlWG{;;W#nF_7rfUk2gw2sbLnie#^a(E)~u5jDyP6+O5rBwwnEAdw_PbJmb
zzsw7M5#fM9*7Qf!wXbDnX8Qj%%!5&G6C|3?2lRu)h+YXNy3jI*a+hyqd9)_c_CCX(
z`;$3#B$D-)XnxH_srLcDcP9WI;sdniF}`O8G|Y$QWU*A@D**ik;I=^bMbMX{5B)cL
zEINMVMe9pQINyv!@8Ojr9N9WWPc#Wi<8tR;5+#kJ8gl=-mHz<`e13o<3FPL7=JDI9
zaBlQDCLe}(-F+;7&z~S}pdgG4DZd*3N?@^*jUlUCn20@<&ljC=^ZLQBL-O}ak$`Az
z61BV2E-dPrP@K2wtosH&Bj}WI3^1l=ip8}ON}Gg|+p5S?`<~^b0`(l`HYLvdJ&9Lb
zu>?!e?gtwaCdYfLCVM}I%>V12EJX_d8f@*TMtvH|u0elTvZ8F@ongMyK5wRG#zm&$
zF1~iMJh24idClQL%UFWz+4<|$b)Lbj%pj*-#@tZh>!FNl!%y9_Cd>=oDye<hV-y!Z
zV)xtiyZ`VBq1Mwpi>JvC-^!5&GQNtrPTKxFFD%f3B}%aQXu8DuL~6x(tZ{I{JHtD}
zdE511{k7hT*RdhddewW^;`QT=K|Oq$$c;DF1{3);cYnq_$6{r?fU6{fsd`VQEs?DW
zonDW1Sp_`$8;O13xqwR$AVY4?vEYC{BC2lJ=m3-pq9ud*Zgw7f7pBxbwA$_chgusN
ziV<ef*-|~gHV}+&JJslgo&NaAq|wkX@t0?c7Hy()`)Xp#n|da2VoIR9<H)aXGWfxI
z{5?eg<v|la{LYo5jpB(Y9Tw{0Fw5@|+}KXF)E_HD{r>)lq|qN^$v*E`bYnly=k>op
z3Lc+R_1{#L!9=KG1nEZ@WqGu9zA;B!z;}$mX~0VQM+-npy=hdmDq79cTw^CD(aQsY
zf3t(<Q2~{>xzdUU5NZ^LTeY9E{91*-KI^YXgxqt{rc^kpn?6IrG^*DC_7%TE@%lh|
zQX`)uoz+GRlBKhWDum9nokf;<Vxu#x6CEV97MkHyEN~8%^Y1Us#-2IX8%u<t2E)9_
z3LY_dUq62J9E&moqel=}X>+V)sk2;D)E`zxXx_Zc9cI==`pIZ`hZ7;&)PcM3)OvfS
zaT*w<et!(=O`d+~KR(?*i^}+s76#4#4+^rI=2RjcnYOp419IqI8a$G^dbR>v;qrK*
z#krvcndSMt+hH}Wf4mpf2hba5z({Yxx~v2qFBl1Z;J$#%E#=SAw*%yvaI)1|QpKbc
zcsLf-Ka)gVP;KRy?NXh%p_t^AozsSKSy3Vq4Y-YCz;fMZ`e-HN`|$s|h@`q$m<`A!
zAWFY+Mf!B7x}-nl@ef*)gAW^t6(LWyRlQ!asCpT;PH?fL1T;Dkn3hN788$bK<nsQ0
z8?O?c2lMuNE#0=qB}fF1ZH;aRhM1(f#+dv@cVdDuc@(%-1sv%-`8Dr|1aoV&vjKN9
zO;OMG-PP=8x^ZgsF$dt6qYJX1k0<`#>whm^5YzLyUI6?brg!RM;_Besh?`hPO|Z~8
z(p~1=2<c{d$>ME^!nGVUw0K5y&=pgBVl#Y<y#9j$IxfF{L}?C|5L|B<f7?pc_#=3v
z+4)ql4tD80sf-Eb5?!NQokGKnVGmmTaB+CNQ<vP$%e>0@HUx%U+36f8CH4%j;mZPI
z@ENodMA<3v-7hqF{hz)5`_rzI7&CYR!!uWi(MBe|5FuE9+xwvMY~9O3Bn2YCx_xlp
z-h%WL?8e_ewpBy;<NFvl)5%gq7@IDVGSt;>L|IFoSfjqm=F=f-7nxL>9{jyM!6F;W
z$+S@^zQAJT6T-aOM6ek?0Rw+XjFn}Kc!PhLla6DX^m-KE%^t~NG4&=URj<gdTssuM
zTZ;zKYFK_G#9Ug^QiL?C<MyNe2_?U`sqt-0ze9Jw@oB&`vo7ZaobjzJ#7+G;ktiH{
zxF?Vs|9Ts^X4?d_Z`e){tuS5-AU~)J6fehCh;)ds_(5jXRciS_YPH~&_u58P%$qH-
zd5Qll{RXu32PCscs>UAB($5H2bb_VF0B+cAZ*<$<$f=5XDziMGUeZTpWg-ZCBS%8i
z(mcuT@gQv0e88aWY=orL<@YE3`-Sqwd<6J_q1#~AX1xe?K(-(OVeomCz)J!kyCUi$
z^X&)*mU!xh(s8zzlEYsQNh7&^6AFAH=#Jt)JvthB)JqM{_um1l7Yd{nji~e*tYB5}
zIA?Ur`zAPHd>06G)HC0RA?~O?dONgFozED6h$WO>TB9{IC6K*M{UP%$3xnPoGd)c!
zS`3u|O7=+kclK~ArRt4App`tLJAS$Lpp(w|-pO{`>n5c+KnSk|7`DlJzzJ)*wLhXo
zRbYK!5r(@X+Y3klqeh;7fOf;fkE{0h_lviY_TLnNLuO491TY8wXC@gbgS2JMOM*%p
zuHBuV9CGCk&Xm3O3$lAiEWguH>CI1+Ea)V6t$|?s_vx`<0r9N-vE!f)W*Zdcc1qq@
zf~$m^&!0LcQw)3`vv_JCbP_^$BzD@abvcM`=`D7KSda9TVbdR)y&9AkX$W9j&F4S2
z0L?e;^~g-4_XjojJek=NkVE)!KzI=MK%(FlcoCgF+y?WaO~{v9zzFl2_cwUqPvAqj
z{y_R{uj~l>7V?{Q$>tW|CyQMFezxUaqZ7ffAvMv2_4B0p{KE;N8I9Pg8}zX|RBhf<
z#r)58NBUI(bMmNwWd{9Xu9qo<Zuo$8BZl9@#J+b0G4Fi5;i%kZsn!S7?&mf#3Rna-
z62i2Iq{;&w<3BO=`l~+Xng1gSv_o5Q9<g1ZYMcpe#UDWxlVB^Fl7+Ss2I-SqKZ?<&
zu;n+Ji(rm(;(yx0&U=L0sb~@sgYVeN9}D45B_hGKX_+V5bPCALutP<^Jw@8P%d{I*
zFu0>TFb}oms3Ay(jKe}M;ASMe+q(7r=z-!jyfM89m7hl$=XD<dB<KT#(m5GoI2+Pm
znrefgTdC^ReAcw40UBbGfFSEM&0BWTaL!F&sz+;*bA_Lag%I|HEwAC9txB52aN!^W
za7G@xgPB*2%0%MEL`D9l_40Vn+v{T=sGI13#W|M(_hKop2`{~D{8~kGR#Xnj6NZRE
zDGA>-CCQ}<%Yi0rX)C1S?cI{!KULQbL>2DC{lg75J~=4BAm2?`f&epzD~FpHsgNAZ
z4BC0V!cXqdB#IsJN8E{YAoqxA$$xN#z+gVQ^T#DmRCF8l0vI7$+tY_lu{K|AY5>l-
zu%m}W9l}IXXk&LU8F7O%V=p8E2k1(l0ZYxa-lW0(TA=5Wg2cBkp53JQBKETl1(C)-
z><&sd-vSaRd7Mr%0?=leWVfL9zV*pgw5@o)T5G^eTk2|4pUOSY-%*C|9wtA0?tbzH
z!g0gGb6vG{qtN4v>Oud8fs^^R>a`^YSD38Ck~5?1)g^~+`xqa;=)$GA_kUboFQLoJ
z?bB@-E<px#c{K;8`(v?|KF3mj^+vs|6U|y;7O8pjvBG891df?3c<)L?mm1CRyi&dq
zYG)x@`I=Qb10aEI0dDzm9wBVzWajWabyH3nh`Z$<*4`D?124{;QDDFvpJhCy<k{tE
z6QAL>Fvu(of?P)axjzv+^CaW^DB}s^-sy_8-@A8~!fsy&oKtg)^~^6m5wz%dS*Aym
zcjk$1cz*_j;f*xL@&_R8N+0bt;KSx~_=2i|v77d|BE9no+IGa>(Wdb9$z-<C^1J=1
z%3$7+fXTP-eQ8rxcc1j^O$vj^_WNR#zA!cb6nNm?3#t*1QDH0x-5X@cLY9{SRmQ0D
z40FF!uP!wSDQkr>*LbEVmJ>^qc&zrMAjm%c{t2&QpoQ}oy={q0kOD1Slkb7iuUns^
z&w*n&OA^##E-3Y)Hy#Tzksc8`p)0#ULJ}uVo6uM@vfg7Cf9Z?D+R{s2Fi*Aj_QrAg
zQhVHy=m<WtBY^U{b8xCjBHOoY?Y#{O4*+(5O$ul+xJmEHN{<ZNgFw0k<d^Kvd<VT}
zD)Ou%9DnXgpI7W}0v6+%?<}@&X2RSTDWFL(a#fExRdlm#)_2w)`&*sVium9v6qU9t
zc)cgC9_g8nlczGbrr1Gt;(19v>jvK?%G$Yud10sXR39K=hG`J<Zbcx_C5lEzFBkeH
zKDce_TM_xf07v&~l)c}{<ffLqAwo;-w(GNOyc=yFX93L5{`C7!uxQZ;tYiuJ^v++&
zCVbDfunG)6wv2!VQjHov|MkL2f)l-tyPH%ilMH4Rd_`yJmT0x}J++iF>ID`R_qFpr
zOQ|pKc~`+ELIvL+aJsg86+iB4URz3|(Ntj{5!`DN=rjG`!}5kM=nhi*sCRZOZB$!?
zTXDQTtE!v*T7BLP_rs75GoCBOr)Z7!Hgv>EP+jy%5PzTLHwYK7<vHkWMDZAR&?%iO
zh~S?+0q%xAx##;#)@BE{C%%`9n8Ro<QjdA_J23H_JQ@48Q4+TBHO1WT?$!NIBvEv$
zVeAofw)4Z<2(;qwON*QH0wL_xUaR*vQffZ%co~k|s0YWX7E3*8{~W=MC+79iiASY2
zhb(INrYEwn3?CJ9Ut;r3Z5w;kMe%ufN3a?_aw64gS}2$o9v)JoVVr|n2Le*XYdJpW
zhkkw`{HjuIf%D~8o8X()uyrX^OjHpy@?&_@Jl~U+u7zmXD^`v_cVrJkr1suy8GJw1
zzQy}(vBBvl-1%o!iH~huhP+#@Kj+2NFCo&Wa|d~}1g^e7p~u&>TaN%Hbyzp(+OT$O
z<&$v4@V=<;g6OyW+^403QPvq{FPMQIEU(?Uuy~pC2^OE!aZ2-1%5^`eWkB9tHPz_t
z-s$n&-4^@K%rg|wQSi#`d-C;g&|+9usd<dn?2CZm>K-K)AN*)pw0R;)dm$10y1d&_
zQq5j3pU{I>`{LdAnaXkei&O*;JXFaS>aSwN9)f@Bxul5qO>b}~$cf?Xhhhqnz^PJA
zzXM1}+k5sJXm8P)^BK=I_4_=cL7H{b0*#d?MIkm*MJvfp$G_7iV|HR=d$)gb(_8ch
z2Hpo7dKDe7$315NF?1T2J@qp{@tWA)?mCXFqPG@lrK>HPEB|R$Z18w~LW^avo=n>N
z{-PFaEPJstMu8^n_r(z{GyZdq^vaLPUpZQ^49K3C4B1XNKt&oWLvF<}@Gk46N4!-I
z*+5ivD#u(qi=u?|x2*VueqJ%u(*TKR_Eb20QF)~w4-_YdS1$%>w_Nti<A--gp?STA
z5cQ&stM`kmPaPgC0$kyS?`fxBL!%GYlIhHkkF;8R1hf52&|Wuajt2T(XWzE~o5SNU
zZ5y7?DfRv5K~2ftPUNkvACTI^mfoP3b_mmj4*pb8dmn&CrM-%9Z(M&oO`=FQB*i9J
zyrFVY3(FX_0<@Yozi2c(eo-@(nVPovgdeW_nAT_J@<Iv#GSxpG*LonH`(gG4{<q1S
z9{5+zdAh4Qp8i<z-CC)KBsB`09{a`4;a{3N(~{oT+U%#M#xjn-bIVYNz{xa6sMj@X
zravOcs)O3qzCHT1*o7bdhR|s8+Ct)#;Fks@+u7s~$>rOW*UN5yUjO9bIlXQ)9&s-z
zh1whPrkb1@70uEI+kgSa(MCkucgv<Bc^!zV{VY5IP>ji7!nP796$?sMtA!=mE48U3
zL>qQ4Q_twj-)hiXg&b;*NX!LSlGpzz+T1WNjAd?Ay!!y0T|NNZ%-iezY<<_R2lEyo
zbp^{aEc{eceHa{DUH$GQ35_M7yW)av4kp4n+0%|WWv^l{i8;ix-Dm%O8GynWVFvO}
z>TBT42fO!gl!0;u1CwJ|Jzd@;BuZ6cj^iuv2H-_$w989L9dWE@b!A6(E!$ph7msd1
z=3SA}Xk(YjbB!Z_@%hdY;#Ib!XrqZ_4A16Hb^P{qCRgN+ZBgB+e#iNK&n{os_UODd
z#zA?+1eCJ;{J37+k(b(S^P`0p#M&LC(N#5qBNF@{GZ{Ek`9CJfSC3U_B#Az9XewR2
z&vIHi5ViEBmimryXlwqXJV#oZTY(H691V_nzCS}nH$Gn*k77XcUr$;DJMpLrc2f1k
zCBELHqIdgjW?Pu0$h~PdjVnX@b%M{prG;p#&Q>9_2w%H)z7>ANVBu|=iz$w&48fYG
z9?#3h8VF#m_C{tVq?4636YKkA(nvD;41vN(Q92~7X=;6H*KwVu$${52=|!30Ihj0l
z9@4E47|dHP5$dc8W{4aI!O%ez7bU;7P%o?fTvV$Eki{YzH)NQIVNah^dU57|%FvHj
zm>htlQl;qr=$E<T6rjiKdH=O)(mtcN_*lTk%L@07s5|(CCZ(~B&ICr$%KGMCSvoy}
zeH`hWx><@D9!PmsJ@~V1i@-V^84@sZ9n`~YyAG;`(vpluP?%FD$q;D%U{(<}jJFEQ
zj$R<V$*~bj$zXP+b&)ONdkHp8WS3lB2ou5T>01C2I;<8AsBG0bEePhNR{N|*7fb<i
z!Py>51@sh=^p6$Wn@4kW3(>Hzhb+5dod%D$K)rAvlJrGQ+DAG@`saeQo$XE?sg(bV
z1=}lN1Ne;|J1!?%Rx=EGp7e@|A~tGKXF^gXfh`xMW6f$?{lv4LrggL+0T0n?{0yiX
z9^&OITZjsL!;vOP9sppJvv;kb7)wa#I^N0$yXdfYoBf^ue6E<k8O7B+%sciN$gt7d
zC%+;5*4p1AwbGj6pGS}XC4&FBoJ1C7>Ds`w7?*Ln`0$fQuhNz*-p-S3(S|v~>HTq-
zv`$;%PRh7$QoG2e?Xs8S;OUtC*_f|1GoSR?*7i@k1^t)PV}fuR_X|lYd>y7!y9!B=
zZq??a(=Oi)Gluo1<I$38Zwvi}=Kj=`THoaBzmHU~itz_R*n@9}PoxgwH++uB+15XR
zmX@AsdE!7!gKz4d7>ZQQXTy3zl$}1gw&;6YqKnTzxfyF|5mfMuacz658rMPv&sJ5%
z3MhD9kjc~q%O(edE4Z3tmhax3f?&04;UZUhm}IFl#FlWKXHjm6)HTtO1UENHSHwQ6
z(O0Q-o=$-4?XW`nq{2Ev9MvX%nTz^;gfpOsoP49D?N}PEJnkUXh5wLcScA;aN<xi+
z`iaz~RW6Vv9dM?b_c5mk&>l6PpEQ5poc`d>5)<YLH6^@zJLOuoac#^ik=TAa*qhC~
zM}7Di$!oVF!qIcrq#6n=VpGh~<ug^Mv)IyK-zy5klM~LKbU-K0c_ws@^*Z+JjG9w*
zwFskH#g(&yY|p45WgDVJFB72-gQyO15J{dFblA~?GbZi3stS9Sq0-ug6VR~sZmySA
zp~|o|MSL)R^gj)!TmBf<tDDCoB=#3AV4bwW{9Y#0ed&~DR3I--4qLE{x@R=36h&ac
z*(OCpv)J8hB<V_=FNuBAHa5cp|IY-7A4-7G^WJNu)ErO(<TbZZ4HBTQSbSn(sF&$u
zd_AIu<gQ%`L)u?r5T;Qzt#W!gy;_Rq>RY3HuCW~{Drg~+jPs<iQPA21@^!`MoV~O%
zd|u)krERg5^J>R)bS;2BUG5|B1IU)q8z|mbs89geY%i(pPpFe1<r#S4p6|x8<Pp3l
z{kFFV&xbr?-quN@@~)NL8>j51@9(I&G;{Q555$R9?1;a%npRMtor7|Xx?8}Y>Yy+d
z9KpS8hRsN^`A|qQXp*-%gHNq3apd-<YfoLD0A(JH*`66o@al^85kI^@fwxlF{$ED`
zIgzP)v(B6wMV)xoH+Xt4ageas65ZN(Zs~Vm$tA66JezP5tCq{}{-}*gs(T;g#coww
zWoaB?;Du;TW&Tbts3k8PyoGnf*R0N=D|t?M4sv$g8mglF$Y(36Hd3qt&L|c5CcejZ
zG(}ycYNI-6Tl~aMl$=9yop*I2F+aU2%4S%f>CZOrb>cKM$eL^0$t7Jud8-7Sis8}n
z5^ySvapdZPqnvm;csPc#8d!M4h2g^*vr9ZTm9q&<=uA)xrp9F1RNqvR1OoYqTd3z>
z;NMg#3-c9*dxAqSc`RJ^S;}8oI#sI^_HzkVt;W^})BtVqMy%F0dq0M&4Nd{Ep-sW-
zi{mx&4?)dgT^BeP!qg2ljU$vjdI>W;zNys23|;n_^BNPKA8DEba+>t#!eJT&mr3HL
zv_Uc1ue>2D2rYbNGfCT?eIc9x24M#eJhR`4Wz@{|HgvYKR%1Ig@=<$31rdXjl*S&E
z81STtk}r`x0ryP%+fY#w{t)9(DypW@oglRwB<@WDbe{0f$v)3KqW@%zGME)4A9t33
zb<|UPc-S1i_0v{QYgJ)*m<E1vyI8Qp*z|;!R(gOBzb9RwRue<sm0^y!dZjPQ|7kg~
zK`kdE&p`vsHt5lzB<(hId8C5z5}hx(C7QZ0)25A`XyG}>cfN;rhJsmcn+!X4<r7Fn
zdTC<M{hTyuI+@;f172V-pf0!~d}Q_0CU>s)rRdC8$V75l`NYW52l<I=dpyk^zCgQ4
zmkvz$M3&ewzaNj)eDgHDR|;ko!WKVwh|WtFoY|!h%%sPpyoC@Oufs(`Kkk7WVs#5B
zWsXTHh%~gA78*u~7$L)TTuMCqt;d7{OwquRZOv%s1(gewWN3Hb+>N+66YT&0H1_53
zP_OO(?WIITA<L+-j868-5Hpn+TTM6}sflDu$d<B=$q|xeFtTKsijo$}5=zKAC{u_m
zSqIsQVTLi=@BY*|<#~S3d3}$+K7W{*&wXFleO>SCeJ!{77LU}_(c9Fv8OJ}EX%d@A
z(VDAV;o<RJd&nprg~*{a;mKDZhAXyY(DQ8OLiw1yzdj*rE@c5Y2IiqWF-7gK@AiF<
zDj_@Q;bHM8Tzy#3_EG#>5TkT3$#1szfy)X%>VYwau6>KuIQ`1OcR5KZuEQy+=-EhY
zQOWt&6DRX8`fT$Dr=&gi7kwe8Cb_bsh$H63x5P|^J>I%8aJ+mxY=>IFo97Sgi4>cM
zUtbA0_h)dgFyBWy!;b0E9Qns^zi?Yp1{B1jR_PK11c^`(|H_GZ3cxt1ixcq<fVU9C
z(`e~B>6<!I{_%B0-HivU<L}xuW#d|vNc(6?5pM*;RoByj@vWR)TazRlJQF&d-hyIJ
zF%`lQ;{Kt{z(e+nCRTEqD|@8@OEO&^KPIA>lNoSvfrMs}enZ>L!57w}W<s10KA_b8
z3KVjm`P|m@qA7>7x|xWdvY&R}kFfTiYyRW)=qxnx?-iI!RE(F2oEs|c_kzYr_Go)Q
z1-GZnGe^ZlUzewbYrO{TM79@#`dBSjk29QZ`vbnnI|E4u;M=%fVz6jy4dt1CASm|e
zK@M-;9rfja4)Jf#@g~VD`c0EpgLLN!`?!XllcgnUq5<4V+e&YNdWniSR>i{W{J_P*
zh&0Zm&BDtARE>VX-jOGG)BU`sxAHxL>|#roCLW)WM00A;y?xtidYnsbA==_a=Ypni
z<>c9Kr`3zVdCR-p`;&eK#>Z@p+V3rrw&$N5Sv$2g(#l?}^*qJQhBjmWHo=qmKG80}
zH~+W5(J6!YNZiB&m0#i4sXrjzZt~Vbxx5+<;_Vi?yL^CQ3laDoRGSnd#_k2_$M1k|
zuQq=vkKU-|K*8caj?G8TWvP#x_%!GfciftTf#HiJV$9g7!V{mHv?@;U2_VY441kWJ
zzzcp$V2e*?8%SB`OM6_dnq`J9xjZ=dt-O#8#)0<HA?Drb{p{i}u|zA)GqW5&l3=Rh
z!YZV^Sf$CitGx6k$MSCvl6H4~{vJb0{9yTb_*`?(r3%i7YKhj#6Y$Oq>gy`i;jtKx
zAbSY6ANx3<yV>?)rQ+F~%a=Nyt2H9wjE;(E`y0JbupYa)7hF2`@vPrqn9|D=yzIG@
zu~RAG)1Z-Lcn~nCu5;TLgnUE{{gHk3f8PCr=bBu^5VWNq*x{g-{RSyCEZ^5ut6SZB
z5{!Rig8;qz>zQs^@LfTV$R@7FS52eBOvULhzmk~8cU4u4fqn^B!|L=l3Fq_=)8M8P
zN85wcxwkp7r{F`UUKOr)`W#M%k3Sjr6t5jfAQ#J^{If9!0v%}rq~j<R?|5Upa@((T
z;JHYF3yTG{V*QrMRfoW%#`{gqCGxT%bqXi8yUdH$*`0hc8|o_RMl*<PAeNXH4bJ_s
zivEzOLHQ%%!zL3wLBkX6@kF<7McC?iPzewiv&;CYJx&~cbD@&YRd!9%s+dtq2D6J^
zKu)~d`B?qOjC~F)uhf!4TDjUl)j*imt9j{7)6}3*&Cey3-03U9G#I!n^|L9MIJn;<
zW*2^kHO<)zx1RS~e2HN?xahf1G{ZRQfL~}GAi&O)^>g0!<K{-i1Z4&qdV<8Y#5d2d
z;C<=pPd{whP8j*kcAU4A&wtqiU?Tgng^u?4X}Ym|cW_%;U;FDX2C62{k3A<l?lqg}
zG{G>}DyTzuKc&sq_4F}cC<g{&r>Ragq!xP+DxH2&h|9ldR>P%(E|ixNkE(`dYJ@$=
zzg5qysY#hweDVnc_#P+GIVfeY|MA&Q$XvKzf`<miV*}N#=%dLMgPSy>eU|Xx3Y8Le
z7>fZAlDpv*RsTlQEnU=i-kI#}2M+(FssvM3kbBAj9ng{fCX6jur~2~Cz5On8H_m-}
z+aqQzS<rd&g9)>F%EubqbQwliM?t0FRmUkq!yB9{Gs-E0od-TebQILOnEtY+a%!#5
zYwRBP1*q6VNPG^8p2{OnlL4j)!Gk-W2k&{paoevV+V7?4uVc|L5)nkR=pz?1+9L{7
zeYZRaa+r-L4sHsU1>M~;bvs%<U<BR$HtFMsYXYQWbopB;R|mAb3n`a=r@m<#-g%x=
zTl}uaW(hxddTv~7(NTBaQOGbzbIQ`G`?=aX|ECQz5Jwn1b~QLBMmzfEj<auG_xb<6
zu19ajgEE_sGb73#{-%>E9szG;g=<Kwy@<MWqcnRm<B4-|pu_E#=W5T`IZ4>JrH}1%
z|Ls@eJ^aW3xODu>Dc6$`cj;ixstsv$TgCW;wC<c(X!y0$eD%xZV(ma#rq-<evm>Xg
zDNe%IrN))?%ai2w9LN3WxuL6*gMyYBu`8=8W*xgQ*Tz&s2DgH00l&_-G9ZDqTK3wI
zpuuU;3j$d;9&bDleBB@y6Hu+BFBK+<ioHC<*$@>ZWhX?3r|CMd$~Smu56m3~iN|wC
zua$h9>DbA8wQrq7K`J@~(8+TibvxyM)K5U1*r@UMs7hx%n|Y-<sNx1*mF>h+-yLY%
ziX5Ue$m_8$wu&f_ks4FU+LY$L)FlD9{y|Dz&XZsH*u9z%z-LVae%&Un0I?nZpQnny
zvmGZ7M`*+#O<suS9L)_+P`+96C=MQjq$^>iDL!)2m3t=W{&LYa6nHS`k0`>12(Cyw
zn^^T?%Ydc@AHbFOuSfUik3(q0%`~m~(~ZB$^}op3@Z;wWqJ3*6K|~19bdT=iT^j>&
zQi10|LY`c&*dilA*7Mj8(h=U-&Xs0*rR}Bx4rl5Y=nu6tjF+X=o1rQK$MT8H!ZqQ?
zz@wclIuL+~y@(L;hj;eXoUD`ZSHF-uPBBmt1C5@IId0MC9u9*WvM>3{ZziwK5|eWD
zA8rQqN}U;is`y^+aH#V$m@@Dg^g;KX1=BY_gWEFU3Cg>nVS87gKGQ%v7YvauGI)CG
z=}%}MSEVcPj9C8l<z#n2Y5)~E9DRwJsW%PN9_<qH{SNcKetvZj<(O9T{9IghaPn(+
z=3DjiZ?HQ@1mIR90>d+1`eU#YGhRyMr9zCN-r#>E{Qoi4_pnK$8ku-O3bEC^G(OW$
zFD*Okdenzas3x@FX(KFNyrNwvPQNUIsDB02bVx_FgPRFT?z4VT+kdm<&o->_8*T=3
zuY3Czj}YiPlFIACxGL<iidhrEvqsMSQRLTZjux@6y`r5g*87)=*JtNV4U_t>FDt!B
zN(5NTG+<EAT|h7eJg%<ry8;rwr*NwfeMn#=q(YMrZC~)MS$Ar31e>(!o{__t%*)Z|
z?$I85_!*xqs+pycurILEta`DB<3GLDU#Q}o`35M2n4Z1{&Ct>eup>63K;6YWNl(Sa
zzh{$OtEYI=mWKHHHx;Syk%yZaGIe|l#}xF~ZZrX(UoP<4nwLy!ktcGtR-|qhASFP-
z0SK6C9ScYRvuqKlHCkI|o#=5rD>14-NE=5t!h#XZ#V1hpYLpzaiAOG!9F=M!n&-Cw
zSofy~C!Z9C-}r#~nVJ5J<fsyougZx%4!UKTx$x*y^za?b(kWM;XNvWMo%@)z{-$P4
za<O|^T`)zxkwRiU_O<$ruDhjr%0Foiwf!sm7d7_pSqnVr+Fiif{)yZ03cT%<*(&q$
zx<hNp{5_@ti5C~mDF)gRf-bdlhGL?ZODRKWkbpn-Az9~M5xnJ%q%G9w*rHW2^;Uh<
z`e!Kf;~mBKgg|56-_4AGmUQ=Zd&F}bV7UIJgpwD}wEBu&JDbp<&oHrvHwnhs!_0I7
zhiUSeoT;=f50QHLrv}R<o(@SIwL%v!AQ%Tpy!^ryYasEURfq|29Vaeo*Cv#TNhzZ5
zMppD=kBi2s;G)TkYb<;2>Vfns)&}J}|H$g~#o0Gq`ac){mr*;la}}Si%5Tkp>Y&0^
zktpX{n<PDrKqqGHl$ZS?Fv3$I@y&f=+Czzl*ICnNd>n`w0rpdW65S?jZf_chH2E33
z`ECFZMM#_kHZu&0-KuSN9t3=pU@C~+L|scOj>I5UOpw)xFP`RrFAARU2VL)06QFQ|
zZvUlqPuD`kWg!P>1QN8JlTZ}kF!|pSzqUq5Cj^4<5LUPfuyl!@N55y7P`!AVo`xN>
z3^_D)f0$%w!|cRc)4h~P+{;aJs08}I%2wNj6Qj0n+PJ@3%DCa-+Av)7*?YBcG958O
zG0iv`t0p8t7r{!`Lbr-Ifs4zmDhe8x{^#L_#%6y76-hYz#RU95wgV{esGh>l9S|St
zI^&GRE%d}=ccS?FwuPo7-n~TMjr~{QlpyxrKK+nCHrp8G&w>#6vMDlLEjK~~>5veP
zm8z2#l88mjS%{H!UV=#m_+is5+OOh;zvV2tN*oMw6Xu;;0NKGp-$*?bA=qj$T(kxK
zfH>V~n9?Vq-D=;S5X70v5HUR9trS7T#gzO<Wgb+HXRKPDqa3mlD$=VGqvintMVYP$
zlQ1bR70<3kt__n4S3>lt;daGF9f{R-ARRwjE}@_i56_^_#w!xx1<;vp*v$ZABHUb-
z6{`K6ZrZyl1l-l~`XIPE`4yO6lO0&EnfbgvC5)@gJ}+gcs{Y3tXR1_<IK4~6r}m>K
zvr!3?&Y3FfLW?NaE{9ROK{^2rkec{T$iZHzn*s`;wqX^BNVDr!gn6Q6B#t8nFU}-*
z(tU<b9xzlj-(aCYFN%0B2x^u<ruSuXIZZzIi0x0P_qXZxd@m3LjpPBTq0(Dau{wl2
zirqbRwaeB%y*i%jOFQ3QEf8NHqU$YHdc82Ge(Z*uNcTcS=`!bk5OV(bHGaJRFV#Wy
zG=Fw7>`b)XqXOlP<rKTBZ6jxbXqE@O+ilUlM|Ia}j<24DY5|}K@?anDPj$1WQNbNd
zi}k@vMuAHD0o^$s>J^Qw2gJyn;HLY>TP?2A&3{*j(RrBW7gXIy#LD1vY@}v`*)#*E
z*GwgQHl14P&GF|u_C<c<40F<0yDF$Ka;5c|Ql2MwWT}m@u!RZhTJPAu?-HNHJ#m(=
z)^LCCxIb@j7@>cbLX%Z>iGS=X_ckX6s!IFXMGd|(cXhhE*ur^J&^PQvRnF_Fv$;7h
zh)9j>PNx5rhWH3LxulL(c09cx5@YjgXa5NeZCPdBWDpV#3)^WYgySGq8pF-}rEZoY
zhK(9Nt&z8lwgHvLoWvT8%6hMEeFgjtvhL8lCPRc;78g5fR*|2nF@CV1J;Sd>%ZrnE
z_{B?FyrFitnf3%Ny)D0p%qh~(kmAno%;8bC#_B7yFh{;E&heVd2f;>6&NYnXPZB@8
ze9!3QpD9H7a<w%?DKB-X?>uw8IzGiW2T1la7T)v_s)F@+xU?sPf^Rg<qt-AI)i-vy
zTcK}3iF_r_^c6)t=Y*=pbr;Q%c=;IQ^zP&!IwBMvt*<h^7&+Xg;1Yj~Fl1Q~9y$5b
z`&Jb|XX<}I+1=O93$5L`-sC_~;uZ5g0|BGcI8pD!I`ehf(I=KhvKCEQiT9-jvvZ`z
z#h+%QmO}JZ9A|U2X1h`J`A~YIF?*3>zAo9bRY|O?2+K-G`+vOe-ik<LZpe{xL{e&U
z-j!Y_+4SUdOSm7cu182$aI9_(#iGBV$H*V~Pp<H!^-6+xiyU9>;8HUqXY$*WW<j{j
z5D$+3n$MT$x90y&)>}39S?k2zOexBi2U3HH*i`X?>oC{pZen7L?ns-HJ9;|%^CHDU
zalOXk6#t>>q_{)l<5=YS>E*z~5P$<OIdIJMp^~%rc`4jm*Ve2vkiDrD1Tw*0Co1k<
ze%z#e{L!9)-KN^D@rueSgNu|q?`sTDF6K;gt9RcbA~EYKnT7qR0+%$;Zlls9tRAIJ
zafl`|YLs>z9%?(XTc1lgiP4=_#Ptvh_WO1Q#OLE9qo<oIV?`SJAKBerAkPu!zU>Lo
z_3`5=OwBp_atG$FI_yg-Ho)ioI1)a-s&Rp}jD?Q8${PPHmZG6T{9q&|1#Sm|;@Bw{
zC98bfiAcA1Ie8QdjKj=h+_cBi3A{r?G4^yc?jcE|$a1o|PzRrja$H`M2nWmyavO;6
z?n2Sa1*^9_;7>z$U;A^jnB(c{#g8d+H(w!ES_+X@kKjc8A}tlydz^Sf9A1xfxHkZg
z&JwDoY<qwY!igr=x@yz3jj(Kr<qqwMN9(j|eQZF!J@cgn+BYG5m?J{0)^xOtWyZf5
zv=qh!duGQJ5#N?FNtr$cc$TJu6rqpMg3e-nVqKlDk)B)CGDf|yd0?)S5izOSNq!rd
zS9x`m7wUTOD+?Qt!S`1vs63Ly6|-a70FiEM$rOY|U?p&)+gcwU3{<Z!O+2PUKCs(N
z$1yh|>xEVxxBcUu&kGS6?fTNW#G+bKziKl57iE0T8e%q{SoO^%Re3_pMz5<g6+noU
zTMj)BKd*B0HKM!KH_?xVnGL7M6g@IClc0H;Z`h_t)G$_5zInKnl9h*0hMSflo9?K|
zsgBs2CCty0G+bb;B63mtE!1!hzS=mS(XP>+`r<-bsK(;BBx~I2Dd}=kj-VG^Nh=o3
zlA>X{T!1}HIVa_~ckm$ZkA91_#9n?`&fq9_j6(_xpB?ziEC_enX2F<qPp0w-X9;;b
z;ibHt)5d<Wqt-XkREA=-&yy0qof)%7@pxIbW~O#RrrPj9jVA*3MG5moF@mhO!lj8=
z@|V>@Xjjvw(cr@}T6uVyXZtOtC3<{Ze?mS+Z9MVraiL$)ZCuq20QF+m0Q7tTLeJgX
z3o8M7zO&)Z1whTg>P{#6nwM`SR&O?tG%2Ck?K^_Hd9ZKl2+9R$M-iOUZi(F=cCM-O
z#fIS-SDlfEXvZ6h(VT#3ctn<4B57WA-GRm$tYmJQhVfX?4KUADn-E0v$xBBM(n!ex
zE@V%4w7*Nl0i#LsK}J^vM;fTe+qJ2-GpVZS1Vif1F<UYk1-8K<*x}OKoz0BoNo@U}
zlixmav0r2EPNPecyZDSwG*s|Z$TvX+Dl&u8RjCo;rCW*mFT9P!Q>UbJBh(6>)QPm%
zBr?|9wSr)AB4#RJI!AReF~*eb%NI*+m$v?ul9Ua}Yn!Pv2WUnRD!J2tb)IPjJiO@2
z#EVjhcH~e(EKFW<5W&5Oay+p#Xo00?i9azpJTY*muf1y{;hV7U9l4|7oIS}%|I)=`
zJdKnItGR(uO0C$6WshGCnt%%@Gua~)c#MWNwmM#sJU_2E&6qTnb~(t1kImA}vsH14
z$NKlcVt!ks^v{lQOP1`9jc(!Sz#PBc=qK|vI@`UCeRy8H1y;#L!Kt~<G1WP_7I1uo
zJ7I<S=ui10GJnEi{mv4eeU-K8gi$(J$pPD_0gAqi{-Hmmd<S#zLy4wm5|5Q-8_1y7
zd((XQmYGZEFYC*2^Sm6i5yZ#SippbTKau%mCD>IP0hsvXggBrj)*S)CcnA*hN(pRF
z+KP=jI8o2V(nqC=%1tGUh{2@-@w5SozKV%%b@u(^ob1{Dl<Qu(L{CAhR&?t_;_3)D
znx(4a#ei;%jJzDn+%UnA+&b2Ni=Io;Nx-1nI)T@qJP0154L;Ik#W!ou_h5T+NkKiy
z=;6EQOeq2|h6^_r`Y!~BMgSw~L8zEv4FlWJFhTs#3(KqQ$Rqe)p?Pv&T`XNq;ss4C
zxw1QKhdVTHp#!sD^59a*+@19b(Jq{++=rn>(f&iZTD}%2R;~!JA>;r{G5<v49?C)w
zR=SJu;B%1yJNte<#Tji)C0_n@Qchig$ZYn88IHV~E<|R3yWIsiv~%ay+{0z{m_Hg3
zUGhf^?hXYvlL9m`eu8(>x?0`nt}cBsH#A6U#KMYZAv`WXig;X*eOJ&-`ef345mwtl
z`(Db?19;=l@$h`ugU^Y_WKh#_$rTE!+<RuN7Zma7#oX?N_6QF){VD)b+WhFu?WvL(
z1Ps*xIvGCLzuZO<*^8^!!*lLq3ujUbrz%@fJ`%CW*nkbrT$0{tra>(!TxuMdhh9J8
zNvSmmM-C=pDs;ecu!)UUs#f>Qb!-iGXhY3TSSWbYw&vlV(8GW7QB?&HB)85lA5#t)
zgdR&fTQVW~YuB}H%1s9n-6FG24d2*mdR);&t5qOtO5e^1d9$WnKeZxg;;t^E)4SGE
z%)4DAbUV#6H=mb`YZ}PuKUPY~@lb+wwMSwDbE5)~THU)|>(IZTRmQML-&hjxFeAFN
zUfNnsTaUxsZFvAHRC>)t0=cVFg~;eE#`?WMyx0!(@aU#aSQe~ULNTw>aMG=loL5-}
z3xCF^oO;LYvE{c1-e%=DiBLHh9Srl-e%#ox*2iy5nmz<S6;7RjYWZ06``z1-T;srT
zP(z&?;e9gi<g&I5*^uXuL5!+93WOX2Igl!`hCC2^AB<RGQp>rvW38>|CC<!onWj>N
zu=X4R+(}x70DQP#wB^03nub9*NoTQrtD_})I(|nPVvVH&<0Ak>y!KFC6<-p0b!rjW
zM=mC)oA_p>?>rTjns`6B>4V`CDc~ZTlH(ra;F<WG`;m%mgbcwL0F4JV7U@4!z8hd9
z;4$+mF@`&)b|v}p-;{qs^QWH9_+J?+Y-sW`)@A2E*>7KU1U2|l@$q!FE+hVU`pXS%
zLbFp~sIl>5jrk0}%vnlKaP@v7Jy%s@n#TRbp31!k5%$m_aNffW!Fj)XR-OGDIPXb^
zM19Qjymlk{F6t_Zjo38Zk&7-+bBVtX)LY7Y^!_E9`A$RQNbF9P5eu<#sl+-!RyDpy
zIg$)h_h5Bq+f#MovheiAtk}}|`1uKo1NcT(&No_vfx>i7OM3{;9rTw_x+^%E3NxBl
zG+sc*y@BoVF-2`y-oBRQ{PF$P9c2*%G|sCf&K%eTEuRPgpO-p;L&)zHSp+A)3!M1L
zPFseIR0Cgv>Sx&VYUH+O27-hP-fW4HqVj389Mdz_VzO!bIH!};CXX}8*7oKq^!BuX
z3&Q@iRs|O&)70)@2TQSn(%_)P3DCXr7v=D*7bt=C*U4{Prsr-z`Y?2|kO~~+z=k`e
z`l%gOMJFB4ogCQOV&1&PP$1fNE*BPN6K%iZ_c^7|sG)q&{&3f90wd#SH*rLPMH`HJ
zSGGk_&*i$k6sf%3m@S!s_Ab^PY>)Rj=HIQT%o_Jm?$=o0?ur3+k5G?28KjBQsF+yX
zl|Flmlla2`Ao)(gGc3*1n(eH@W0`DT+~{8j%GMfP#yh>Ab1wMpQb7y(`dpB4@S^*|
z5{Z?@n+I?~hlOjKCwuz(qjtl(o{-~AQ|RKI*?Fgd+4YJek~uHO%u;l5OYLOB#kA}3
zrjm<F{d;DYd4fX#HAk)f?||266{5`(BnwKT3czgyhZApK_oB#~1^ChiEnr@W!HWpi
zw&RjYQ9+_P6mMCP5tt*0R_@78mDtW%Vw%h`qA5jDZc>a9Da%++;xU`1k8}A=ly+l$
zZiJ5l9>-R41&~R+xzy{2?HlFvO14x!Hk5pJ%`|hDUFbIuM|otz^Uyd#8SgUpwFncY
zJ6WJIs%=FkG&au(YsbDNP@MQ;)|n(^2S^?fOin8|<8GQY?TUbB?2Da<lNScak@5hS
z*||8b6-?lYu@aXN(c8Z0Y_^qJ3xo}w35}xPoCp9j9u_$?E_Pp1aa)+I9o^Hs`fglQ
zHE3-z(QzO}B*e~3#YZIwYfl{A6=imdxGLc?Z6?cXsuNSz9!3p$Jf<&!tCX3@re<5Q
zg4u~r$B02ol4x!gzV#yhB+7fd*>Jk;QcDBVYBPBcmX*&FkDG;}MjxI8_eQPM>9I{?
z{U7<)Bf_X;2AK~5BLEJc=A0$G<k7Tm!zaHk`sc||coD1}$y~8P;|1Fe?P7du!g1-+
zc}-s*nd>03jw8Y|fO`r)Jwddce7AIvVUD3q;Ey7y{n?fem|=7Iv;Ud7|DP<!g;nNX
z?>>vVr+%|KTRwK1iiY-hB323p_#ruC{n*f#Cl(D-Z{Ut$b|mkkw-Jp27?jL8A(x@!
z1yo*OI49<MTQH+7xEsXG*<<OCj);`CJO1!*>WXS&1L=f%G(p38=pa8fv(mq%D8!N{
z_j!!^=*`|?1r__ov3#m6xe`T46$|1CxpL#Rb$tRD*06zzx%^R)7M&=qssVbCte)M(
zuHJ=0vcUmr_k^OEwGfRhl)A(*PBX@2s*Nv7{b~V|4Vi_GHMQ<{VCKCbGhf<Sp9z`y
zxI?0Dh~ax*qU<*2n2KX$Optx8N5nB*kC4YvCUsyc%F9N1n17S}aXs^iK~gL>gEm{U
z#%tou*qxw>v-$WXQ#R;pZNE9V*|8197>+a5K}}ntS=xlwHY~k0SoF3wf##i!U$WkQ
zf3leD{X&({K>i*f=2OY>c2B6bodDMuPC7uAKG};OkMGW&#iFQDFZt(%Q}Oa_Ri=Fx
zUtVwIh9cRMNp>OYI;0XeH0(;#xj^<~R!SCQUvs@{Czn*+zbs=oqoE!vKa~d{0*r!s
z$?9GoV4AJk_9<k|i6T%1JG5DBM0OmR=x?ka?kA<usGll!|6H}X)B`h4Vnfbx(VL6y
znAC}f=#d95Xy5nAMP!r(w&gdJ@9tz~{9zR9x+Q8_Q5ap&emE^#KAmZS@@i4_jdraZ
z?E$7eSc>4<A29gcnY~(4*#86Cm-4*1+NYzOUuQ5ZhkWtVOM!eYcBD|6Eu6QhGo&nP
zrfAyIsdtX7<F}(@@>oV>o6vd{cCGHg$7Uj*78KnbxG?~?=DbU<F`UlX8%(owuD`ex
z5&eq|Gdf2ASZ#`0D+<K>91`!R&W64p;!O-#H1FGL=-)zkYOob!BT7Jw7!h05G>kDj
ztlE@JGfJ<!q6QID0``K1HteSfctR^``oooO?CV)$Y=0Zdk&-`Rly$syk_FednUIY&
zWpe{sFCD{L_t@gu*b)6x5O6_{!A4hsV++(4P+yR#a@;%)QC|h$(534;dI)dUC3Dv<
z9Q!KWs?-o<f*Nl(NP$mc>0N{&aQ&0^P%)Ph7oL^5m|OV*i=4i%GUUrAy*zEOoY(vW
zRmHG(sRP@5$`it<i)#x4fz@h}i-Vm!QDHFnN6ZPNEBz5&<)#iT>)KHjUxUcxPJK(5
zimx1cyq(0Hb!FGOS`TT1<!w36rnTh<v(0UGN1WH3#z+`Tmv#r6g003Y_IbcqjPCsD
zPduaXy@Uqa*Q(|GKlp*EtU8wSye<1}p%*aD9=JK+omSIW-@f~${MpI=rF38J_!6mj
zA+EE(cWhFRZ$v$<!A7IdwR0;mJ2e=bTvf*zFN#mUY*dus2!KD9iuCJ^*t3aLv}d#{
zdSN#sN6_~diFIv_0>olzz~up@Q3niE^ZB#FfdIkm-5P@UiX1`o-=jrg14IJ_Fe@eG
z;V6}jH3$hfR>rQC6i#N6Vx`>cFzTm9ERuqn;$ZUjtutP^>$RmEhsT0igIi}CO%J-D
z>BgAY03ROWAgN;&o0lyEq7eIPfWwl#;#dHV%-5Kg4mkG-X1y)*RWWQ~b&e6K{qgbn
zAP}=n6`A!)#Xu(6L08b9+bG`mg++|tq+*}p*&%E^%<+*^MbX=drl*5i*><#tB|FRF
z{*ZROAY4{tiW+R!y2Q1bRQuJyB=;-{$kx?goCI}ygU2XB%+y^_s;Mt<R7p%;I>&mu
z4-EtIMmJGIUWm2ox{=;$j;zCbMvU~=VUUg%VlI@S1_O1ZDVu@2fc8D%yp+z2%)u{N
z_Fxnob2aTaiFaGtZ_U}}<7sY$eNNS8yx7WKQ;4SlqNJjsBU(7>33$2R?B77l+>_KK
z7ycWm6z+)O7)+s8(U+ghaHJP%9XlI2*ZVF$FjhmLjhMJABS5==4_Bss?GA2DAR`?M
zo#n90x${)85|V@x$b#+N0piOYlL4P3!SQU|Kx?>#SYb}Nn-15zsXfF&8q27RBe*Bl
z4V~{j44u!-N~YS?xmkNeluXk#%y%1RzVxiMO!8|r1~#DI1?`=yI$fWmg6qag#^(er
zk#%V#)G@XaR?<Za<vZv`xXi6N#mi#L54-g)I^(o?3jO>(!s9uQ(Tv5ct_D^EtCLld
zM}W9UyW=yg$tA7Hh$qMVot$u`yzV8fYik%QR)~EuK6?0fhM3RnzDe7!R(abyAAIFo
zWCjThQ3e|Bo8@^aV>1|CaT?iUONzZ7FzeQYOy;m6+V@w>>q-GPXh=c~D+K`Sy-+j4
zj&HX=!N0HnXneDaNK1&fnu%UDV(Jl`xQ~OZ7JqhUZ+2#4q(*$e3GpF{sm_RnZPTvi
z_@y{SRU!YOMX&2wRc3nG_cH=yfK`@FK42u-8QlE_1JHLSbCLyYuQcJYhux4&jXytT
zwDRpPNV+J%ulW5iNYj<PcRC{d-{mW<p>kz{7fSG?ynLSN%IBnNe&RD0Y?W*m2#GOL
zy$P5Ax=}NaR5XDIjUsyro{!6+=B6PB+er+M$F;voi4Lt2foQg^@gTiX^(RC-zEQdH
z8T8F2kq!lWJ~q)Yx|1EH5sw^1d>aCVac$E5)}Y5e%T1Z=2XZAKjtK4sVpJvvv|S1k
zCApwSS`908XKCg#{zJw1q1>D#Y=7$|4xpb)i_DuzmjFuq<oO*VBKb?4Ss*!kU+&ls
zGMT%8{)#qSH{W%&?%TIYBkImqUn_T$%Xj9_c|<!D*hU=|r2FzsQ<eaUYSUzy7dzG+
zEJ9y~d#ip2@E~;~=?GZKDrhAkD&c3Lm87j`DnqQ!YHt=UTr}4IASN$+6OE(qh8gVk
zM=afd>z5@eM#EJ#xXecVtrDq-ovv*2OBPm@c$&pku((!j&*IIk7BCd!*hR9=LrG`$
zFo6>OoMY90hxQ%vdGSV42j`p_5`P)e_~&Jl*v|g1=#G9u-L>n^Ujo>wtqs%s0<m1G
z?WqMax;K=|wPh094+p!WeZ+jXK0wiK3=dx{m0wo*ZFFuAa1dr;#=C&Jg+RH~Lt-^~
zP^@#KK&7dy*1mMb-P;(cFc}tQh#q>0gV@+e+@|5(9+o9Uv(&0r&o*C&_Ht;;DYELx
zi7k>u<6)h_PqSXwHUm42H|_V~y-?*xzgqO&%V?+^_FzP;{#N;sl^-iHM&^zY#`=rV
zFIgOGyuH!r=S7B%H&0q(SK*})BJhl8>zXAFgO$d$%Fv8>#=F!1)-ihUEqhj5Y!pvt
z&!O#M4cZ;EFrmcUF``-PjAhaRPg>6BMSRk+_sg|T6Y>mB4m&{jDx?8UmJogIv+sSl
zw^lTjBj%S(DiEA|qP1g(gu-^K%r0_YCdk~E4URsY(5b5bndWupdNdISnot#0xjD81
zn2P@3?i)B|lJ11=duE$z5A5~yN+BFyEr~xtjJMl*;71B$bs9f|u)z0v5BvZ&Q{8{G
zlxKZbGd$)8Of6xuHrakHT%Ag=Xece)OC>n88sd5P-RN;+yoNE^%1XYRGUGmPqVwe!
z(sI<|1GKJ7O3M@=mGzK+Ur&6k4B<F&Q`wt(8Un-jC{ceBizu@&_mg))*+8+G!|vn&
z(Czr=R&89cn~}}L&28Hx=ockgJ&W<xk!^ptqi2iEC!4PJk+gET?ND6hXa5$-E9Yy-
zX!NUL)biyrwd+~VzPzhEF2Oz8!EKQvAu;u2fwRDRwG?`BRPt}QMhS{z)E_@Z@Kn*2
zEOffPkKf7o1K0^guiPll4p?K)7gpL!r3ll04ZcE)?|bn2f9GA@GQl#^oSlsYj0Og_
zyq_5v@GLnA#o3bE4y8s62|1p_i3aT#zAsb1$2@N|A{Vid?P%O^k|kaj2jXXUIGy7x
zlQ()la}l6r-jhz$h!?4wxJ^X6+vL@(JAqLNx7)7BFZPgqG%UYB9Hz3VEN4dLBh3bH
zThB^0K8PlQXEvq1h0o$4^X}&PBj4nDRCWOjAZkelP@An)TDAUwFLAq#z8~-WvubTx
zK-*Q^&>}LEgj-ll*NhFSUX-E@r<fLEH%oRm1!TwOBtD(<*j%!4Ie(%C)m}LnI)U1Z
z0a>7qBeJ$D(x4uWXEG~AgFc=dk+u^JGT(`@HcF)!NEk_HZza<Ajm)~H(51|c@;Xtz
zyR3RJ2c|JD685P@un|Z1!f+*W0jROW^=32Uho#&I4o~Fx9~Q52V)}$mek<F_1o5F4
zPntV03WdWRl8fI#rfw;(*N-c#*x7&3ng6Eu>YX`TW@2uXuOZs3JDY(~uF<?57{5B1
zt7r$TL_+`W{{WPtU<n7p-a#hsFf?!G@O6(iNQ??wZ+LGhL##FbBCpq^7la#9roTqI
zaABOre3K*92n9=3uf(w0VNw!jk#_&mgj_66%00g`c;e8N+st@u>LL{5^iSlpl=IUG
z=>$j+(pw>P(aacIWDq*u=T&|ty!GMNmEKHq;u$#IX69<z9|&$58lC~u1O$I|N~{!+
zf*N;)#P4ng`qKlsQ}=b3e4tl!lE1c_2yZ%^7|8iVyt@&k?q;*DI%IKbumQKSgyWBi
z!%|Bx{{AN@Q_axIoq04aF5P}54sO#k+29fiD1p%r!4t*Y_-%f-C&{j|{M9giY-RDf
zi?Nj-%5h`xuO-o>-oV8^kfx9jPQ&w@a35z4Psg+w(pqIIhN-j3vjdA~_U{?BNxi~N
zV?XNifRL20t|!qkofceUOJgPT3dS64K3(7^&piTt)%-^I>z7_*WQP4$w8Migeyi0l
zx;d_j1F;V1qz*ZN7=*!cUqlo>g-kW_+$wXKdn=}XTW$Q<q~^MD!!EKnLfL$yq5lmx
zTB~ul$xcT&7CAy0lNCn0TVSe<`_0(qHvzjQO~_(@1m~iGb@k(yHUL_`hnNK|Z<jtY
z#wgc*!{G?j3ceR#UBg8CJy&c*OOxlVYMI3L*JSs%-(6PF?>PXhleTAg2gsDTsY0)o
zT=En;>PXpD<_?`EOC~%olOs(h4K7U_ei5F9t0fj_Xt-!HI*|q9?QzN8i>&w^XkSG@
z0B3kQC=`=l%(gw4ZbsXOs89c(J0v0@N8VWYaqQa{%*+$*1BE;<?sF4aDz4KuuTo<N
zj-cGXMA}~;V#A*rqd&Px^}CrBGqH`D^4R|ua}6pfF+ej|&x;g*w+n>4onE@T0R%~U
zH{217P7uCtD;j%UBu71X;3ho78(Ce-5jR2d_s0khQW7vJp;$?Sm8nb@INHyw2j%#X
zsM8udP2{;s$^bHcq+$k~JG;G}KM=>krIqcBhA$Dm;Qi2N2}HrzUV>Q(|4b2AtkeBA
z*Y>lRBQM8|S(%=^+{jNt@8s+D6jWJ#+6f%9+h!|Qkd&5tro4upbs@3Bd_%(Vov53K
zgZDixxD3(?%KFHrqoR@K2}77SDK9K+yLZ3tFbJ|>yZmNy3}Otg|1f(Fa$mkD6Tf|l
zS)~grctP1I=aPs1105=1DEX8hx2vDgN%_<P@E)~SBoAHU#1*iTO7}`F6p?8l7xkto
zMFcT3ulxROw}Hx?fvAF~Bd*h6>o^dwBRuE;J=8`6ceXr4pSvS<ROyB(vZ>~FCM+o{
zDB3KM)E=oDt_d^~qr#wP3B>Ys-<=Tv*s*%CsL-693xoMj)c%$3ONFIKYUCsNNIpIK
zuawT0r$(ugWvbiiul^_!nW(tISfg9OZ(OS8HiUeuObPTXe2Y%a8X(%gBihF#yC!m-
z9d2Ly)oglg%?qfM?M&>abs$94hA=_Pp{LNsSG|$DwoMDei%LdrG>9#wY$2{vcZnn=
z7nmPlPDZL9NleIHO~A3o^|>n*rtiBoJ?%u%DMJ_8N}c%;eoOA`$9zYLa5_w>i#=RF
ztHt9j03B%T9R%dO;jsVcob!A~G*8#0ckJ5*@ai>;^^+SrD<7{j%0ow#@Ein(o$x%O
z$<yG91V8?g;&Gcy>7q75cw9aR?*1;(_=JMg0Oooo0cfv2q`jU+J0K^yN&n8yyYH1m
z!x2Ivv8&?!9A@XT%z{gI!{i-W;ga$WqKSAGB|f$g&pHS>bulFW$<AF)d6#(%7HQ0l
z?|*wfdONu?3wHP{;R*LmI%~TElr_N-MpGw&`L(LAKGA7Azr4W7a|S4<_splB0-%rD
z&|Af(-G^RN@XtfRM<o~FTNMulzk6&an$4P(1Juvlu*p;VUSdgnKI1{&=_|NT%n|bQ
zZRp{~*#-Xe)&2nfw1;l|>=37rPoxcx_BJ(wU`uQ65~mm2QrS}Jn<qO3+?OylTGuK?
zQ^U6Xc|w_-_x}8F$Vs?_HZBKwn+}702`d%6a%9!Eln@|j%_@uEA>qae&>HrLQl$_{
z+6jGVtyV8{8_?J<X?}vV!)kkXt{5!2{BNewF;iTN{9Ws&D4L<qsN@gC$>Fcby7q&K
z>?Tm0BV4avZ}?RnvNjO8+~fn=Vrl2{D^p6AS5`zp5~?fP!8{7yBo@3$o0o+N^d_<J
zYv)D66!Q=BE55NSZfTWy-a{N^dC6`3K<R+BZW!A>!8#mPw1@Pv)iAj9sDiHok!fTq
z(US~7^ZbL@-rpE~yQjEXOV>l@s9%oZq9b(-HIkiTeF0#OtwJpP{%P@hkW<638Z`s-
zATT(WxJ!lZi_3~R<(|y|8*RO4>aZS=)=-oga3~t8qXcP81ZR?%0|X|E7W@cXbMBVk
zyJq4|+Tet68_P>+ytd6oq;ElScD{~@sW-mmb*hmtzxtS?KGI%gc&~kAInv>VbGf|U
zY@!!Oo2Mr9#D1@R9h=Hloimc&)PjcF@BK=8cFx8ZQoJ(Fg=3i|##rb;D1QY9qTzif
ztgM9bGr0(|OvYdf?QFCHl|vk%UIYzWJQbQRRkd;(MOb8!^+6b|;)3|fQqSV+W9YMN
zyNQP`iDLs1niIw-7cO17FtOx^%BK@Lb_RT86~kIM8#U=a(8b>sMIH+<YuJq0ax^*>
z1XOy8<2of_axMo7>vGPTQ~&>3%fAX60kHV{gvM1VKrEuM=MHdeg`na;p`8JezovC9
zGn@bY`0NxUk|&dP9>6R$g6Gt?Mgl)GP5<Mke*UT{r1JMm-)3g7xdMT+EA1om4nN=M
z=fC~;4?^zwpHTPz_+JQI{95TI$a#jnlDlFAlpC6yA#m;Ozgy;BXqidBP5Yai8v{V!
zaSUfl1t;X!SO3#v)k+|Vk!v&7puZ2f0ep-0hWG9k|LT*wq15!&{F``SI1fOipyB1W
z%k1hu|Ms(^(A(aNn$9&j7XiI(1kMPn|F3>C1pMa6A%W9iq|hg5LY14ASI@uuO=!TE
z_4`fsB|s5;A$3yOsrj$OxmOHGKWQ=`@Wr-I0^m!!1gt*z{PW_L>6F@f@P=<!-a84T
z+yhONbFXu^|0hBGheqvy1|~)Yx=*Eo3Rg&-hRag+0Pp`F+Va1?>D)MkZ!RbIiX>GH
zK(Jxa^vl2a82H{42=9*8d^ipEXBsNkV?KW&|F1r}32GS$tI)jy+`Twtp4Cs70hRc_
zH}_dIB$N8bU$sroeFBdXOh)0t|60}mx9m|UQC@bpXg5HaY0!#~-ElYkR|<3wf+ipG
z<G4U;mcVb0i>NOff3-|_|Mhsz7}A++vA(vXs%y~34n#S3E;FkCyjpN3K)+G8%UNJy
zuRz*<5YZF<FLnp2l>`61Lab2*I1yK9mFpt5{ws+zL*Q}bH8ZnpO*o`?cWt!UU?l9n
zP@fjCC8?Sx9)sOk2I&69M+HN{Dr-uQGlA_m1+@w6*`)ukM45COe9#on((?xcg1}>F
zx!aY~|4Nk0V6mGrP~I0w`NhlfZvVVmaY69k>wI#j9<Gs_(F11`Df-XiTmCh7fUT?x
z0h+PAR_*^b1ywsBZx>Z{8uU6na|AowrBU?9vW&xjsoFAaKL@!li4I0V$u=-o$z^c}
z@qhmsbn-&L`4C(GU&BF{eeXX#o&iHela*Jw76V;Pf?m4${b?|>=bvBj?=K3mgZ}$e
yXLBFW)!+$=`v3ir?@HAVl{n~sFL4Or!`5ar9@!*&`Sl9$XKZl%Xx@=?fBrx6AyBIT

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index 01fe21e20b8..e4151c52e17 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -5,115 +5,105 @@ description: Utility
 
 <!-- markdownlint-disable MD043 -->
 
-Event Source Data Classes utility provides classes self-describing Lambda event sources.
+Event Source Data Classes provides self-describing and strongly-typed classes for various AWS Lambda event sources.
 
 ## Key features
 
 * Type hinting and code completion for common event types
 * Helper functions for decoding/deserializing nested fields
 * Docstrings for fields contained in event schemas
-
-**Background**
-
-When authoring Lambda functions, you often need to understand the schema of the event dictionary which is passed to the
-handler. There are several common event types which follow a specific schema, depending on the service triggering the
-Lambda function.
+* Standardized attribute-based access to event properties
 
 ## Getting started
 
-### Utilizing the data classes
+???+ tip
+    All examples shared in this documentation are available within the [project repository](https://github.com/aws-powertools/powertools-lambda-python/tree/develop/examples){target="_blank"}.
 
-The classes are initialized by passing in the Lambda event object into the constructor of the appropriate data class or
-by using the `event_source` decorator.
+There are two ways to use Event Source Data Classes in your Lambda functions.
 
-For example, if your Lambda function is being triggered by an API Gateway proxy integration, you can use the
-`APIGatewayProxyEvent` class.
+**Method 1: Direct Initialization**
 
-=== "app.py"
+You can initialize the appropriate data class by passing the Lambda event object to its constructor.
 
-    ```python hl_lines="1 4"
-    from aws_lambda_powertools.utilities.data_classes import APIGatewayProxyEvent
+=== "getting_started_data_classes.py"
 
-    def lambda_handler(event: dict, context):
-        event = APIGatewayProxyEvent(event)
-        if 'helloworld' in event.path and event.http_method == 'GET':
-            do_something_with(event.body, user)
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/getting_started_data_classes.py"
     ```
 
-Same example as above, but using the `event_source` decorator
-
-=== "app.py"
+=== "apigw_event.json"
 
-    ```python hl_lines="1 3"
-    from aws_lambda_powertools.utilities.data_classes import event_source, APIGatewayProxyEvent
-
-    @event_source(data_class=APIGatewayProxyEvent)
-    def lambda_handler(event: APIGatewayProxyEvent, context):
-        if 'helloworld' in event.path and event.http_method == 'GET':
-            do_something_with(event.body, user)
+    ```json hl_lines="3-4"
+    --8<-- "examples/event_sources/events/apigw_event.json"
     ```
 
-Log Data Event for Troubleshooting
+**Method 2: Using the event_source Decorator**
 
-=== "app.py"
+Alternatively, you can use the `event_source` decorator to automatically parse the event.
 
-    ```python hl_lines="4 8"
-    from aws_lambda_powertools.utilities.data_classes import event_source, APIGatewayProxyEvent
-    from aws_lambda_powertools.logging.logger import Logger
+=== "getting_started_data_classes_decorator.py"
 
-    logger = Logger(service="hello_logs", level="DEBUG")
+    ```python hl_lines="1 3"
+    --8<-- "examples/event_sources/src/getting_started_data_classes_decorator.py"
+    ```
 
-    @event_source(data_class=APIGatewayProxyEvent)
-    def lambda_handler(event: APIGatewayProxyEvent, context):
-        logger.debug(event)
+=== "apigw_event.json"
+
+    ```json hl_lines="3-4"
+    --8<-- "examples/event_sources/events/apigw_event.json"
     ```
 
-**Autocomplete with self-documented properties and methods**
+### Autocomplete with self-documented properties and methods
+
+Event Source Data Classes has the ability to leverage IDE autocompletion and inline documentation.
+When using the APIGatewayProxyEvent class, for example, the IDE will offer autocomplete suggestions for various properties and methods.
 
 ![Utilities Data Classes](../media/utilities_data_classes.png)
 
 ## Supported event sources
 
-| Event Source                                                                  | Data_class                                         |
-|-------------------------------------------------------------------------------|----------------------------------------------------|
-| [Active MQ](#active-mq)                                                       | `ActiveMQEvent`                                    |
-| [API Gateway Authorizer](#api-gateway-authorizer)                             | `APIGatewayAuthorizerRequestEvent`                 |
-| [API Gateway Authorizer V2](#api-gateway-authorizer-v2)                       | `APIGatewayAuthorizerEventV2`                      |
-| [API Gateway Proxy](#api-gateway-proxy)                                       | `APIGatewayProxyEvent`                             |
-| [API Gateway Proxy V2](#api-gateway-proxy-v2)                                 | `APIGatewayProxyEventV2`                           |
-| [Application Load Balancer](#application-load-balancer)                       | `ALBEvent`                                         |
-| [AppSync Authorizer](#appsync-authorizer)                                     | `AppSyncAuthorizerEvent`                           |
-| [AppSync Resolver](#appsync-resolver)                                         | `AppSyncResolverEvent`                             |
-| [AWS Config Rule](#aws-config-rule)                                           | `AWSConfigRuleEvent`                               |
-| [Bedrock Agent](#bedrock-agent)                                               | `BedrockAgent`                                     |
-| [CloudFormation Custom Resource](#cloudformation-custom-resource)             | `CloudFormationCustomResourceEvent`                |
-| [CloudWatch Alarm State Change Action](#cloudwatch-alarm-state-change-action) | `CloudWatchAlarmEvent`                             |
-| [CloudWatch Dashboard Custom Widget](#cloudwatch-dashboard-custom-widget)     | `CloudWatchDashboardCustomWidgetEvent`             |
-| [CloudWatch Logs](#cloudwatch-logs)                                           | `CloudWatchLogsEvent`                              |
-| [CodeDeploy Lifecycle Hook](#codedeploy-lifecycle-hook)                       | `CodeDeployLifecycleHookEvent`                     |
-| [CodePipeline Job Event](#codepipeline-job)                                   | `CodePipelineJobEvent`                             |
-| [Cognito User Pool](#cognito-user-pool)                                       | Multiple available under `cognito_user_pool_event` |
-| [Connect Contact Flow](#connect-contact-flow)                                 | `ConnectContactFlowEvent`                          |
-| [DynamoDB streams](#dynamodb-streams)                                         | `DynamoDBStreamEvent`, `DynamoDBRecordEventName`   |
-| [EventBridge](#eventbridge)                                                   | `EventBridgeEvent`                                 |
-| [Kafka](#kafka)                                                               | `KafkaEvent`                                       |
-| [Kinesis Data Stream](#kinesis-streams)                                       | `KinesisStreamEvent`                               |
-| [Kinesis Firehose Delivery Stream](#kinesis-firehose-delivery-stream)         | `KinesisFirehoseEvent`                             |
-| [Lambda Function URL](#lambda-function-url)                                   | `LambdaFunctionUrlEvent`                           |
-| [Rabbit MQ](#rabbit-mq)                                                       | `RabbitMQEvent`                                    |
-| [S3](#s3)                                                                     | `S3Event`                                          |
-| [S3 Batch Operations](#s3-batch-operations)                                   | `S3BatchOperationEvent`                            |
-| [S3 Object Lambda](#s3-object-lambda)                                         | `S3ObjectLambdaEvent`                              |
-| [S3 EventBridge Notification](#s3-eventbridge-notification)                   | `S3EventBridgeNotificationEvent`                   |
-| [SES](#ses)                                                                   | `SESEvent`                                         |
-| [SNS](#sns)                                                                   | `SNSEvent`                                         |
-| [SQS](#sqs)                                                                   | `SQSEvent`                                         |
-| [VPC Lattice V2](#vpc-lattice-v2)                                             | `VPCLatticeV2Event`                                |
-| [VPC Lattice V1](#vpc-lattice-v1)                                             | `VPCLatticeEvent`                                  |
+Each event source is linked to its corresponding GitHub file with the full set of properties, methods, and docstrings specific to each event type.
+
+| Event Source | Data_class | Properties |
+|--------------|------------|------------|
+| [Active MQ](#active-mq) | `ActiveMQEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/active_mq_event.py) |
+| [API Gateway Authorizer](#api-gateway-authorizer) | `APIGatewayAuthorizerRequestEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/api_gateway_authorizer_event.py) |
+| [API Gateway Authorizer V2](#api-gateway-authorizer-v2) | `APIGatewayAuthorizerEventV2` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/api_gateway_authorizer_event.py) |
+| [API Gateway Proxy](#api-gateway-proxy) | `APIGatewayProxyEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/api_gateway_proxy_event.py) |
+| [API Gateway Proxy V2](#api-gateway-proxy-v2) | `APIGatewayProxyEventV2` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/api_gateway_proxy_event.py) |
+| [Application Load Balancer](#application-load-balancer) | `ALBEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/alb_event.py) |
+| [AppSync Authorizer](#appsync-authorizer) | `AppSyncAuthorizerEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/appsync_authorizer_event.py) |
+| [AppSync Resolver](#appsync-resolver) | `AppSyncResolverEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/appsync_resolver_event.py) |
+| [AWS Config Rule](#aws-config-rule) | `AWSConfigRuleEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/aws_config_rule_event.py) |
+| [Bedrock Agent](#bedrock-agent) | `BedrockAgent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py) |
+| [CloudFormation Custom Resource](#cloudformation-custom-resource) | `CloudFormationCustomResourceEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloudformation_custom_resource_event.py) |
+| [CloudWatch Alarm State Change Action](#cloudwatch-alarm-state-change-action) | `CloudWatchAlarmEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloud_watch_alarm_event.py) |
+| [CloudWatch Dashboard Custom Widget](#cloudwatch-dashboard-custom-widget) | `CloudWatchDashboardCustomWidgetEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloud_watch_custom_widget_event.py) |
+| [CloudWatch Logs](#cloudwatch-logs) | `CloudWatchLogsEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloud_watch_logs_event.py) |
+| [CodeDeploy Lifecycle Hook](#codedeploy-lifecycle-hook) | `CodeDeployLifecycleHookEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/code_deploy_lifecycle_hook_event.py) |
+| [CodePipeline Job Event](#codepipeline-job) | `CodePipelineJobEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/code_pipeline_job_event.py) |
+| [Cognito User Pool](#cognito-user-pool) | Multiple available under `cognito_user_pool_event` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cognito_user_pool_event.py) |
+| [Connect Contact Flow](#connect-contact-flow) | `ConnectContactFlowEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/connect_contact_flow_event.py) |
+| [DynamoDB streams](#dynamodb-streams) | `DynamoDBStreamEvent`, `DynamoDBRecordEventName` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/dynamo_db_stream_event.py) |
+| [EventBridge](#eventbridge) | `EventBridgeEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/event_bridge_event.py) |
+| [Kafka](#kafka) | `KafkaEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/kafka_event.py) |
+| [Kinesis Data Stream](#kinesis-streams) | `KinesisStreamEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/kinesis_stream_event.py) |
+| [Kinesis Firehose Delivery Stream](#kinesis-firehose-delivery-stream) | `KinesisFirehoseEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/kinesis_firehose_event.py) |
+| [Lambda Function URL](#lambda-function-url) | `LambdaFunctionUrlEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/lambda_function_url_event.py) |
+| [Rabbit MQ](#rabbit-mq) | `RabbitMQEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/rabbit_mq_event.py) |
+| [S3](#s3) | `S3Event` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/s3_event.py) |
+| [S3 Batch Operations](#s3-batch-operations) | `S3BatchOperationEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/s3_batch_operation_event.py) |
+| [S3 Object Lambda](#s3-object-lambda) | `S3ObjectLambdaEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/s3_object_event.py) |
+| [S3 EventBridge Notification](#s3-eventbridge-notification) | `S3EventBridgeNotificationEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/s3_event.py) |
+| [SES](#ses) | `SESEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/ses_event.py) |
+| [SNS](#sns) | `SNSEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/sns_event.py) |
+| [SQS](#sqs) | `SQSEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/sqs_event.py) |
+| [VPC Lattice V2](#vpc-lattice-v2) | `VPCLatticeV2Event` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/vpc_lattice.py) |
+| [VPC Lattice V1](#vpc-lattice-v1) | `VPCLatticeEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/vpc_lattice.py) |
 
 ???+ info
-    The examples provided below are far from exhaustive - the data classes themselves are designed to provide a form of
-    documentation inherently (via autocompletion, types and docstrings).
+    The examples showcase a subset of Event Source Data Classes capabilities - for comprehensive details, leverage your IDE's
+    autocompletion, refer to type hints and docstrings, and explore the [full API reference](https://docs.powertools.aws.dev/lambda/python/latest/api/utilities/data_classes/) for complete property listings of each event source.
 
 ### Active MQ
 
@@ -121,119 +111,46 @@ It is used for [Active MQ payloads](https://docs.aws.amazon.com/lambda/latest/dg
 the [AWS blog post](https://aws.amazon.com/blogs/compute/using-amazon-mq-as-an-event-source-for-aws-lambda/){target="_blank"}
 for more details.
 
-=== "app.py"
+=== "active_mq_example.py"
 
-    ```python hl_lines="4-5 9-10"
-    from typing import Dict
+    ```python hl_lines="2 8"
+    --8<-- "examples/event_sources/src/active_mq_example.py"
+    ```
 
-    from aws_lambda_powertools import Logger
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.active_mq_event import ActiveMQEvent
+=== "active_mq_event.json"
 
-    logger = Logger()
-
-    @event_source(data_class=ActiveMQEvent)
-    def lambda_handler(event: ActiveMQEvent, context):
-        for message in event.messages:
-            logger.debug(f"MessageID: {message.message_id}")
-            data: Dict = message.json_data
-            logger.debug("Process json in base64 encoded data str", data)
+    ```json hl_lines="6 9 18 21"
+    --8<-- "examples/event_sources/events/active_mq_event_example.json"
     ```
 
 ### API Gateway Authorizer
 
-> New in 1.20.0
-
 It is used for [API Gateway Rest API Lambda Authorizer payload](https://docs.aws.amazon.com/apigateway/latest/developerguide/apigateway-use-lambda-authorizer.html){target="_blank"}.
 
 Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayAuthorizerTokenEvent`** for type `TOKEN`.
 
-=== "app_type_request.py"
-
-    This example uses the `APIGatewayAuthorizerResponse` to decline a given request if the user is not found.
-
-    When the user is found, it includes the user details in the request context that will be available to the back-end, and returns a full access policy for admin users.
-
-    ```python hl_lines="2-6 29 36-42 47 49"
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
-        DENY_ALL_RESPONSE,
-        APIGatewayAuthorizerRequestEvent,
-        APIGatewayAuthorizerResponse,
-        HttpVerb,
-    )
-    from secrets import compare_digest
-
-
-    def get_user_by_token(token):
-        if compare_digest(token, "admin-foo"):
-            return {"id": 0, "name": "Admin", "isAdmin": True}
-        elif compare_digest(token, "regular-foo"):
-            return {"id": 1, "name": "Joe"}
-        else:
-            return None
-
-
-    @event_source(data_class=APIGatewayAuthorizerRequestEvent)
-    def handler(event: APIGatewayAuthorizerRequestEvent, context):
-        user = get_user_by_token(event.headers["Authorization"])
+=== "apigw_type_request.py"
 
-        if user is None:
-            # No user was found
-            # to return 401 - `{"message":"Unauthorized"}`, but pollutes lambda error count metrics
-            # raise Exception("Unauthorized")
-            # to return 403 - `{"message":"Forbidden"}`
-            return DENY_ALL_RESPONSE
-
-        # parse the `methodArn` as an `APIGatewayRouteArn`
-        arn = event.parsed_arn
-
-        # Create the response builder from parts of the `methodArn`
-        # and set the logged in user id and context
-        policy = APIGatewayAuthorizerResponse(
-            principal_id=user["id"],
-            context=user,
-            region=arn.region,
-            aws_account_id=arn.aws_account_id,
-            api_id=arn.api_id,
-            stage=arn.stage,
-        )
+    ```python hl_lines="2-4 7"
+    --8<-- "examples/event_sources/src/apigw_authorizer_request.py"
+    ```
 
-        # Conditional IAM Policy
-        if user.get("isAdmin", False):
-            policy.allow_all_routes()
-        else:
-            policy.allow_route(HttpVerb.GET.value, "/user-profile")
+=== "apiGatewayAuthorizerRequestEvent.json"
 
-        return policy.asdict()
+    ```json hl_lines="11"
+    --8<-- "examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json"
     ```
-=== "app_type_token.py"
-
-    ```python hl_lines="2-5 12-18 21 23-24"
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
-        APIGatewayAuthorizerTokenEvent,
-        APIGatewayAuthorizerResponse,
-    )
 
+=== "apigw_type_token.py"
 
-    @event_source(data_class=APIGatewayAuthorizerTokenEvent)
-    def handler(event: APIGatewayAuthorizerTokenEvent, context):
-        arn = event.parsed_arn
+    ```python hl_lines="2 8"
+    --8<-- "examples/event_sources/src/apigw_authorizer_token.py"
+    ```
 
-        policy = APIGatewayAuthorizerResponse(
-            principal_id="user",
-            region=arn.region,
-            aws_account_id=arn.aws_account_id,
-            api_id=arn.api_id,
-            stage=arn.stage
-        )
+=== "apiGatewayAuthorizerTokentEvent.json"
 
-        if event.authorization_token == "42":
-            policy.allow_all_routes()
-        else:
-            policy.deny_all_routes()
-        return policy.asdict()
+    ```json hl_lines="6 9 18 21"
+    --8<-- "examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json"
     ```
 
 ### API Gateway Authorizer V2

From ae2a8f18faaccebf5a8336a71a5338279b32c674 Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Thu, 23 Jan 2025 17:34:39 -0300
Subject: [PATCH 2/7] update examples up to CloudFormation Custom Resource

---
 docs/utilities/data_classes.md                | 265 +++++-------------
 .../events/active_mq_event_example.json       |  27 ++
 examples/event_sources/events/albEvent.json   |  28 ++
 .../apiGatewayAuthorizerRequestEvent.json     |  29 ++
 .../apiGatewayAuthorizerTokenEvent.json       |   5 +
 .../events/apiGatewayAuthorizerV2Event.json   |  52 ++++
 .../events/apiGatewayProxyV2Event.json        |  69 +++++
 .../event_sources/events/apigw_event.json     |  20 ++
 .../events/appSyncAuthorizerEvent.json        |  13 +
 .../events/appSyncResolverEvent.json          |  71 +++++
 .../events/awsConfigRuleScheduled.json        |  13 +
 .../events/bedrockAgentEvent.json             |  16 ++
 .../cloudformationCustomResourceCreate.json   |  13 +
 .../event_sources/src/active_mq_example.py    |  18 ++
 examples/event_sources/src/albEvent.py        |   9 +
 examples/event_sources/src/apigw_auth_v2.py   |  30 ++
 .../src/apigw_authorizer_request.py           |  29 ++
 .../src/apigw_authorizer_token.py             |  29 ++
 .../src/apigw_proxy_decorator.py              |   9 +
 examples/event_sources/src/apigw_proxy_v2.py  |   9 +
 .../src/appSyncAuthorizerEvent.py             |  33 +++
 .../event_sources/src/appSyncResolverEvent.py |  57 ++++
 examples/event_sources/src/aws_config_rule.py |   3 +-
 .../event_sources/src/bedrock_agent_event.py  |   3 +-
 .../cloudformation_custom_resource_handler.py |  28 +-
 .../src/getting_started_data_classes.py       |   9 +
 26 files changed, 667 insertions(+), 220 deletions(-)
 create mode 100644 examples/event_sources/events/active_mq_event_example.json
 create mode 100644 examples/event_sources/events/albEvent.json
 create mode 100644 examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json
 create mode 100644 examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json
 create mode 100644 examples/event_sources/events/apiGatewayAuthorizerV2Event.json
 create mode 100644 examples/event_sources/events/apiGatewayProxyV2Event.json
 create mode 100644 examples/event_sources/events/apigw_event.json
 create mode 100644 examples/event_sources/events/appSyncAuthorizerEvent.json
 create mode 100644 examples/event_sources/events/appSyncResolverEvent.json
 create mode 100644 examples/event_sources/events/awsConfigRuleScheduled.json
 create mode 100644 examples/event_sources/events/bedrockAgentEvent.json
 create mode 100644 examples/event_sources/events/cloudformationCustomResourceCreate.json
 create mode 100644 examples/event_sources/src/active_mq_example.py
 create mode 100644 examples/event_sources/src/albEvent.py
 create mode 100644 examples/event_sources/src/apigw_auth_v2.py
 create mode 100644 examples/event_sources/src/apigw_authorizer_request.py
 create mode 100644 examples/event_sources/src/apigw_authorizer_token.py
 create mode 100644 examples/event_sources/src/apigw_proxy_decorator.py
 create mode 100644 examples/event_sources/src/apigw_proxy_v2.py
 create mode 100644 examples/event_sources/src/appSyncAuthorizerEvent.py
 create mode 100644 examples/event_sources/src/appSyncResolverEvent.py
 create mode 100644 examples/event_sources/src/getting_started_data_classes.py

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index e4151c52e17..968b79e3f71 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -41,10 +41,10 @@ You can initialize the appropriate data class by passing the Lambda event object
 
 Alternatively, you can use the `event_source` decorator to automatically parse the event.
 
-=== "getting_started_data_classes_decorator.py"
+=== "apigw_proxy_decorator.py"
 
     ```python hl_lines="1 3"
-    --8<-- "examples/event_sources/src/getting_started_data_classes_decorator.py"
+    --8<-- "examples/event_sources/src/apigw_proxy_decorator.py"
     ```
 
 === "apigw_event.json"
@@ -137,270 +137,133 @@ Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayA
 
 === "apiGatewayAuthorizerRequestEvent.json"
 
-    ```json hl_lines="11"
+    ```json hl_lines="3 11"
     --8<-- "examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json"
     ```
 
 === "apigw_type_token.py"
 
-    ```python hl_lines="2 8"
+    ```python hl_lines="2-4 7"
     --8<-- "examples/event_sources/src/apigw_authorizer_token.py"
     ```
 
 === "apiGatewayAuthorizerTokentEvent.json"
 
-    ```json hl_lines="6 9 18 21"
+    ```json hl_lines="2 3"
     --8<-- "examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json"
     ```
 
 ### API Gateway Authorizer V2
 
-> New in 1.20.0
-
 It is used for [API Gateway HTTP API Lambda Authorizer payload version 2](https://docs.aws.amazon.com/apigateway/latest/developerguide/http-api-lambda-authorizer.html){target="_blank"}.
 See also [this blog post](https://aws.amazon.com/blogs/compute/introducing-iam-and-lambda-authorizers-for-amazon-api-gateway-http-apis/){target="_blank"} for more details.
 
-=== "app.py"
-
-    This example looks up user details via `x-token` header. It uses `APIGatewayAuthorizerResponseV2` to return a deny policy when user is not found or authorized.
-
-    ```python hl_lines="2-5 21 24"
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
-        APIGatewayAuthorizerEventV2,
-        APIGatewayAuthorizerResponseV2,
-    )
-    from secrets import compare_digest
-
-
-    def get_user_by_token(token):
-        if compare_digest(token, "Foo"):
-            return {"name": "Foo"}
-        return None
+=== "apigw_auth_v2.py"
 
+    ```python hl_lines="2-4 15"
+    --8<-- "examples/event_sources/src/apigw_auth_v2.py"
+    ```
 
-    @event_source(data_class=APIGatewayAuthorizerEventV2)
-    def handler(event: APIGatewayAuthorizerEventV2, context):
-        user = get_user_by_token(event.headers["x-token"])
-
-        if user is None:
-            # No user was found, so we return not authorized
-            return APIGatewayAuthorizerResponseV2().asdict()
+=== "apiGatewayAuthorizerV2Event.json"
 
-        # Found the user and setting the details in the context
-        return APIGatewayAuthorizerResponseV2(authorize=True, context=user).asdict()
+    ```json
+    --8<-- "examples/event_sources/events/apiGatewayAuthorizerV2Event.json"
     ```
 
 ### API Gateway Proxy
 
 It is used for either API Gateway REST API or HTTP API using v1 proxy event.
 
-=== "app.py"
+=== "apigw_proxy_decorator.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, APIGatewayProxyEvent
+    ```python hl_lines="1 3"
+    --8<-- "examples/event_sources/src/apigw_proxy_decorator.py"
+    ```
+
+=== "apiGatewayProxyEvent.json"
 
-    @event_source(data_class=APIGatewayProxyEvent)
-    def lambda_handler(event: APIGatewayProxyEvent, context):
-        if "helloworld" in event.path and event.http_method == "GET":
-            request_context = event.request_context
-            identity = request_context.identity
-            user = identity.user
-            do_something_with(event.json_body, user)
+    ```json hl_lines="3 4"
+    --8<-- "examples/event_sources/events/apigw_event.json"
     ```
 
 ### API Gateway Proxy V2
 
 It is used for HTTP API using v2 proxy event.
 
-=== "app.py"
+=== "apigw_proxy_v2.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, APIGatewayProxyEventV2
+    ```python hl_lines="1 3"
+    --8<-- "examples/event_sources/src/apigw_proxy_v2.py"
+    ```
+
+=== "apiGatewayProxyEvent.json"
 
-    @event_source(data_class=APIGatewayProxyEventV2)
-    def lambda_handler(event: APIGatewayProxyEventV2, context):
-        if "helloworld" in event.path and event.http_method == "POST":
-            do_something_with(event.json_body, event.query_string_parameters)
+    ```json
+    --8<-- "examples/event_sources/events/apiGatewayProxyV2Event.json"
     ```
 
 ### Application Load Balancer
 
-Is it used for Application load balancer event.
+Is it used for [Application load balancer](https://docs.aws.amazon.com/elasticloadbalancing/latest/application/introduction.html) event.
 
-=== "app.py"
+=== "albEvent.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, ALBEvent
+    ```python hl_lines="1 3"
+    --8<-- "examples/event_sources/src/albEvent.py"
+    ```
+
+=== "albEvent.json"
 
-    @event_source(data_class=ALBEvent)
-    def lambda_handler(event: ALBEvent, context):
-        if "helloworld" in event.path and event.http_method == "POST":
-            do_something_with(event.json_body, event.query_string_parameters)
+    ```json hl_lines="7 8"
+    --8<-- "examples/event_sources/events/albEvent.json"
     ```
 
 ### AppSync Authorizer
 
-> New in 1.20.0
-
 Used when building an [AWS_LAMBDA Authorization](https://docs.aws.amazon.com/appsync/latest/devguide/security-authz.html#aws-lambda-authorization){target="_blank"} with AppSync.
 See blog post [Introducing Lambda authorization for AWS AppSync GraphQL APIs](https://aws.amazon.com/blogs/mobile/appsync-lambda-auth/){target="_blank"}
 or read the Amplify documentation on using [AWS Lambda for authorization](https://docs.amplify.aws/lib/graphqlapi/authz/q/platform/js#aws-lambda){target="_blank"} with AppSync.
 
-In this example extract the `requestId` as the `correlation_id` for logging, used `@event_source` decorator and builds the AppSync authorizer using the `AppSyncAuthorizerResponse` helper.
-
-=== "app.py"
-
-    ```python
-    from typing import Dict
-
-    from aws_lambda_powertools.logging import correlation_paths
-    from aws_lambda_powertools.logging.logger import Logger
-    from aws_lambda_powertools.utilities.data_classes.appsync_authorizer_event import (
-        AppSyncAuthorizerEvent,
-        AppSyncAuthorizerResponse,
-    )
-    from aws_lambda_powertools.utilities.data_classes.event_source import event_source
-
-    logger = Logger()
-
-
-    def get_user_by_token(token: str):
-        """Look a user by token"""
-        ...
+=== "appSyncAuthorizerEvent.py"
 
+    ```python hl_lines="5-7 20"
+    --8<-- "examples/event_sources/src/appSyncAuthorizerEvent.py"
+    ```
 
-    @logger.inject_lambda_context(correlation_id_path=correlation_paths.APPSYNC_AUTHORIZER)
-    @event_source(data_class=AppSyncAuthorizerEvent)
-    def lambda_handler(event: AppSyncAuthorizerEvent, context) -> Dict:
-        user = get_user_by_token(event.authorization_token)
-
-        if not user:
-            # No user found, return not authorized
-            return AppSyncAuthorizerResponse().asdict()
+=== "appSyncAuthorizerEvent.json"
 
-        return AppSyncAuthorizerResponse(
-            authorize=True,
-            resolver_context={"id": user.id},
-            # Only allow admins to delete events
-            deny_fields=None if user.is_admin else ["Mutation.deleteEvent"],
-        ).asdict()
+    ```json
+    --8<-- "examples/event_sources/events/appSyncAuthorizerEvent.json"
     ```
 
 ### AppSync Resolver
 
-> New in 1.12.0
-
 Used when building Lambda GraphQL Resolvers with [Amplify GraphQL Transform Library](https://docs.amplify.aws/cli/graphql-transformer/function){target="_blank"} (`@function`),
 and [AppSync Direct Lambda Resolvers](https://aws.amazon.com/blogs/mobile/appsync-direct-lambda/){target="_blank"}.
 
-In this example, we also use the new Logger `correlation_id` and built-in `correlation_paths` to extract, if available, X-Ray Trace ID in AppSync request headers:
-
-=== "app.py"
-
-    ```python hl_lines="2-5 12 14 19 21 29-30"
-    from aws_lambda_powertools.logging import Logger, correlation_paths
-    from aws_lambda_powertools.utilities.data_classes.appsync_resolver_event import (
-        AppSyncResolverEvent,
-        AppSyncIdentityCognito
-    )
-
-    logger = Logger()
-
-    def get_locations(name: str = None, size: int = 0, page: int = 0):
-        """Your resolver logic here"""
+The example serves as an AppSync resolver for the `locations` field of the `Merchant` type. It uses the `@event_source` decorator to parse the AppSync event, handles pagination and filtering for locations, and demonstrates `AppSyncIdentityCognito`.
 
-    @logger.inject_lambda_context(correlation_id_path=correlation_paths.APPSYNC_RESOLVER)
-    def lambda_handler(event, context):
-        event: AppSyncResolverEvent = AppSyncResolverEvent(event)
-
-        # Case insensitive look up of request headers
-        x_forwarded_for = event.headers.get("x-forwarded-for")
-
-        # Support for AppSyncIdentityCognito or AppSyncIdentityIAM identity types
-        assert isinstance(event.identity, AppSyncIdentityCognito)
-        identity: AppSyncIdentityCognito = event.identity
-
-        # Logging with correlation_id
-        logger.debug({
-            "x-forwarded-for": x_forwarded_for,
-            "username": identity.username
-        })
-
-        if event.type_name == "Merchant" and event.field_name == "locations":
-            return get_locations(**event.arguments)
-
-        raise ValueError(f"Unsupported field resolver: {event.field_name}")
+=== "appSyncResolverEvent.py"
 
+    ```python hl_lines="2-4 8"
+    --8<-- "examples/event_sources/src/appSyncResolverEvent.py"
     ```
 
-=== "Example AppSync Event"
+=== "appSyncResolverEvent.json"
 
-    ```json hl_lines="2-8 14 19 20"
-    {
-      "typeName": "Merchant",
-      "fieldName": "locations",
-      "arguments": {
-        "page": 2,
-        "size": 1,
-        "name": "value"
-      },
-      "identity": {
-        "claims": {
-          "iat": 1615366261
-          ...
-        },
-        "username": "mike",
-        ...
-      },
-      "request": {
-        "headers": {
-          "x-amzn-trace-id": "Root=1-60488877-0b0c4e6727ab2a1c545babd0",
-          "x-forwarded-for": "127.0.0.1"
-          ...
-        }
-      },
-      ...
-    }
-    ```
-
-=== "Example CloudWatch Log"
-
-    ```json hl_lines="5 6 16"
-    {
-        "level":"DEBUG",
-        "location":"lambda_handler:22",
-        "message":{
-            "x-forwarded-for":"127.0.0.1",
-            "username":"mike"
-        },
-        "timestamp":"2021-03-10 12:38:40,062",
-        "service":"service_undefined",
-        "sampling_rate":0.0,
-        "cold_start":true,
-        "function_name":"func_name",
-        "function_memory_size":512,
-        "function_arn":"func_arn",
-        "function_request_id":"6735a29c-c000-4ae3-94e6-1f1c934f7f94",
-        "correlation_id":"Root=1-60488877-0b0c4e6727ab2a1c545babd0"
-    }
+    ```json
+    --8<-- "examples/event_sources/events/appSyncResolverEvent.json"
     ```
 
 ### AWS Config Rule
 
+The example utilizes AWSConfigRuleEvent to parse the incoming event. The function logs the message type of the invoking event and returns a simple success response. The example event receives a Scheduled Event Notification, but could also be ItemChanged and Oversized.
+
 === "aws_config_rule.py"
     ```python hl_lines="3 11"
     --8<-- "examples/event_sources/src/aws_config_rule.py"
     ```
 
-=== "Event - ItemChanged"
-    ```json
-    --8<-- "examples/event_sources/src/aws_config_rule_item_changed.json"
-    ```
-=== "Event - Oversized"
-    ```json
-    --8<-- "examples/event_sources/src/aws_config_rule_oversized.json"
-    ```
 === "Event - ScheduledNotification"
     ```json
     --8<-- "examples/event_sources/src/aws_config_rule_scheduled.json"
@@ -408,20 +271,34 @@ In this example, we also use the new Logger `correlation_id` and built-in `corre
 
 ### Bedrock Agent
 
-=== "app.py"
+The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/) with `BedrockAgentEvent` to parse the incoming event. The function logs the action group and input text, then returns a structured response compatible with Bedrock Agent's expected format, including a mock response body.
+
+=== "bedrock_agent_event.py"
 
-    ```python hl_lines="2 8 10"
+    ```python hl_lines="2 6"
     --8<-- "examples/event_sources/src/bedrock_agent_event.py"
     ```
 
+=== "bedrockAgentEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/bedrockAgentEvent.json"
+    ```
+
 ### CloudFormation Custom Resource
 
-=== "app.py"
+The example focuses on the "Create" request type, generating a unique physical resource ID and logging the process. The function is structured to potentially handle "Update" and "Delete" operations as well.
+
+=== "cloudformation_custom_resource_handler.py"
 
-    ```python hl_lines="11 13 15 17 19"
+    ```python hl_lines="2-3 10 14 19"
     --8<-- "examples/event_sources/src/cloudformation_custom_resource_handler.py"
     ```
 
+=== "cloudformationCustomResourceCreate.json"
+    ```json
+    --8<-- "examples/event_sources/events/cloudformationCustomResourceCreate.json"
+    ```
+
 ### CloudWatch Dashboard Custom Widget
 
 === "app.py"
diff --git a/examples/event_sources/events/active_mq_event_example.json b/examples/event_sources/events/active_mq_event_example.json
new file mode 100644
index 00000000000..50da9596682
--- /dev/null
+++ b/examples/event_sources/events/active_mq_event_example.json
@@ -0,0 +1,27 @@
+{
+    "eventSource": "aws:mq",
+    "eventSourceArn": "arn:aws:mq:us-east-2:111122223333:broker:test:b-9bcfa592-423a-4942-879d-eb284b418fc8",
+    "messages": [
+        {
+            "messageID": "ID:b-9bcfa592-423a-4942-879d-eb284b418fc8-1.mq.us-east-2.amazonaws.com-37557-1234520418293-4:1:1:1:1",
+            "messageType": "jms/text-message",
+            "destination": {
+                "physicalName": "testQueue"
+            },
+            "data": "QUJDOkFBQUE=",
+            "timestamp": 1598827811958,
+            "properties": {
+                "index": "1"
+            }
+        },
+        {
+            "messageID": "ID:b-9bcfa592-423a-4942-879d-eb284b418fc8-1.mq.us-east-2.amazonaws.com-37557-1234520418293-4:1:1:1:2",
+            "messageType": "jms/bytes-message",
+            "destination": {
+                "physicalName": "testQueue2"
+            },
+            "data": "LQaGQ82S48k=",
+            "timestamp": 1598827811959
+        }
+    ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/albEvent.json b/examples/event_sources/events/albEvent.json
new file mode 100644
index 00000000000..9328cb39e12
--- /dev/null
+++ b/examples/event_sources/events/albEvent.json
@@ -0,0 +1,28 @@
+{
+  "requestContext": {
+    "elb": {
+      "targetGroupArn": "arn:aws:elasticloadbalancing:us-east-2:123456789012:targetgroup/lambda-279XGJDqGZ5rsrHC2Fjr/49e9d65c45c6791a"
+    }
+  },
+  "httpMethod": "GET",
+  "path": "/lambda",
+  "queryStringParameters": {
+    "query": "1234ABCD"
+  },
+  "headers": {
+    "accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
+    "accept-encoding": "gzip",
+    "accept-language": "en-US,en;q=0.9",
+    "connection": "keep-alive",
+    "host": "lambda-alb-123578498.us-east-2.elb.amazonaws.com",
+    "upgrade-insecure-requests": "1",
+    "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/71.0.3578.98 Safari/537.36",
+    "x-amzn-trace-id": "Root=1-5c536348-3d683b8b04734faae651f476",
+    "x-forwarded-for": "72.12.164.125",
+    "x-forwarded-port": "80",
+    "x-forwarded-proto": "http",
+    "x-imforwards": "20"
+  },
+  "body": "Test",
+  "isBase64Encoded": false
+}
diff --git a/examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json b/examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json
new file mode 100644
index 00000000000..920258aa396
--- /dev/null
+++ b/examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json
@@ -0,0 +1,29 @@
+{
+  "version": "1.0",
+  "type": "REQUEST",
+  "methodArn": "arn:aws:execute-api:us-east-1:123456789012:abcdef123/test/GET/request",
+  "identitySource": "user1,123",
+  "resource": "/request",
+  "path": "/request",
+  "httpMethod": "GET",
+  "headers": {
+    "X-AMZ-Date": "20170718T062915Z",
+    "HeaderAuth1": "headerValue1"
+  },
+  "queryStringParameters": {
+    "QueryString1": "queryValue1"
+  },
+  "stageVariables": {
+    "StageVar1": "stageValue1"
+  },
+  "requestContext": {
+    "accountId": "123456789012",
+    "apiId": "abcdef123",
+    "httpMethod": "GET",
+    "identity": {
+      "sourceIp": "test-invoke-source-ip"
+    },
+    "path": "/request",
+    "stage": "test"
+  }
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json b/examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json
new file mode 100644
index 00000000000..f30f360f6d8
--- /dev/null
+++ b/examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json
@@ -0,0 +1,5 @@
+{
+  "type": "TOKEN",
+  "authorizationToken": "allow",
+  "methodArn": "arn:aws:execute-api:us-west-2:123456789012:ymy8tbxw7b/*/GET/"
+}
diff --git a/examples/event_sources/events/apiGatewayAuthorizerV2Event.json b/examples/event_sources/events/apiGatewayAuthorizerV2Event.json
new file mode 100644
index 00000000000..83c3c9d8d61
--- /dev/null
+++ b/examples/event_sources/events/apiGatewayAuthorizerV2Event.json
@@ -0,0 +1,52 @@
+{
+  "version": "2.0",
+  "type": "REQUEST",
+  "routeArn": "arn:aws:execute-api:us-east-1:123456789012:abcdef123/test/GET/request",
+  "identitySource": ["user1", "123"],
+  "routeKey": "GET /merchants",
+  "rawPath": "/merchants",
+  "rawQueryString": "parameter1=value1&parameter1=value2&parameter2=value",
+  "cookies": ["cookie1", "cookie2"],
+  "headers": {
+    "x-amzn-trace-id": "Root=1-611cc4a7-0746ebee281cfd967db97b64",
+    "Header1": "value1",
+    "Header2": "value2",
+    "Authorization": "value"
+  },
+  "queryStringParameters": {
+    "parameter1": "value1,value2",
+    "parameter2": "value"
+  },
+  "requestContext": {
+    "accountId": "123456789012",
+    "apiId": "api-id",
+    "authentication": {
+      "clientCert": {
+        "clientCertPem": "CERT_CONTENT",
+        "subjectDN": "www.example.com",
+        "issuerDN": "Example issuer",
+        "serialNumber": "a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1",
+        "validity": {
+          "notBefore": "May 28 12:30:02 2019 GMT",
+          "notAfter": "Aug  5 09:36:04 2021 GMT"
+        }
+      }
+    },
+    "domainName": "id.execute-api.us-east-1.amazonaws.com",
+    "domainPrefix": "id",
+    "http": {
+      "method": "POST",
+      "path": "/merchants",
+      "protocol": "HTTP/1.1",
+      "sourceIp": "10.10.10.10",
+      "userAgent": "agent"
+    },
+    "requestId": "id",
+    "routeKey": "GET /merchants",
+    "stage": "$default",
+    "time": "12/Mar/2020:19:03:58 +0000",
+    "timeEpoch": 1583348638390
+  },
+  "pathParameters": { "parameter1": "value1" },
+  "stageVariables": { "stageVariable1": "value1", "stageVariable2": "value2" }
+}
diff --git a/examples/event_sources/events/apiGatewayProxyV2Event.json b/examples/event_sources/events/apiGatewayProxyV2Event.json
new file mode 100644
index 00000000000..9de632b8e3d
--- /dev/null
+++ b/examples/event_sources/events/apiGatewayProxyV2Event.json
@@ -0,0 +1,69 @@
+{
+  "version": "2.0",
+  "routeKey": "$default",
+  "rawPath": "/my/path",
+  "rawQueryString": "parameter1=value1&parameter1=value2&parameter2=value",
+  "cookies": [
+    "cookie1",
+    "cookie2"
+  ],
+  "headers": {
+    "Header1": "value1",
+    "Header2": "value1,value2"
+  },
+  "queryStringParameters": {
+    "parameter1": "value1,value2",
+    "parameter2": "value"
+  },
+  "requestContext": {
+    "accountId": "123456789012",
+    "apiId": "api-id",
+    "authentication": {
+      "clientCert": {
+        "clientCertPem": "CERT_CONTENT",
+        "subjectDN": "www.example.com",
+        "issuerDN": "Example issuer",
+        "serialNumber": "a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1",
+        "validity": {
+          "notBefore": "May 28 12:30:02 2019 GMT",
+          "notAfter": "Aug  5 09:36:04 2021 GMT"
+        }
+      }
+    },
+    "authorizer": {
+      "jwt": {
+        "claims": {
+          "claim1": "value1",
+          "claim2": "value2"
+        },
+        "scopes": [
+          "scope1",
+          "scope2"
+        ]
+      }
+    },
+    "domainName": "id.execute-api.us-east-1.amazonaws.com",
+    "domainPrefix": "id",
+    "http": {
+      "method": "POST",
+      "path": "/my/path",
+      "protocol": "HTTP/1.1",
+      "sourceIp": "192.168.0.1/32",
+      "userAgent": "agent"
+    },
+    "requestId": "id",
+    "routeKey": "$default",
+    "stage": "$default",
+    "time": "12/Mar/2020:19:03:58 +0000",
+    "timeEpoch": 1583348638390
+  },
+  "body": "{\"message\": \"hello world\", \"username\": \"tom\"}",
+  "pathParameters": {
+    "parameter1": "value1"
+  },
+  "isBase64Encoded": false,
+  "stageVariables": {
+    "stageVariable1": "value1",
+    "stageVariable2": "value2"
+  }
+}
diff --git a/examples/event_sources/events/apigw_event.json b/examples/event_sources/events/apigw_event.json
new file mode 100644
index 00000000000..dc0efd36604
--- /dev/null
+++ b/examples/event_sources/events/apigw_event.json
@@ -0,0 +1,20 @@
+{
+    "resource": "/helloworld",
+    "path": "/hello",
+    "httpMethod": "GET",
+    "headers": {
+        "Accept": "*/*",
+        "Host": "api.example.com"
+    },
+    "queryStringParameters": {
+        "name": "John"
+    },
+    "pathParameters": null,
+    "stageVariables": null,
+    "requestContext": {
+        "requestId": "c6af9ac6-7b61-11e6-9a41-93e8deadbeef",
+        "stage": "prod"
+    },
+    "body": null,
+    "isBase64Encoded": false
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/appSyncAuthorizerEvent.json b/examples/event_sources/events/appSyncAuthorizerEvent.json
new file mode 100644
index 00000000000..8820f2ab00d
--- /dev/null
+++ b/examples/event_sources/events/appSyncAuthorizerEvent.json
@@ -0,0 +1,13 @@
+{
+    "authorizationToken": "123",
+    "requestContext": {
+        "apiId": "1234",
+        "accountId": "11111111",
+        "requestId": "1111",
+        "queryString": "mutation MyNewTask($desc: String!) {\n  createTask(description: $desc, owner: \"ccc\", taskStatus: \"cc\", title: \"ccc\") {\n    id\n  }\n}\n",
+        "operationName": "MyNewTask",
+        "variables": {
+            "desc": "Foo"
+        }
+    }
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/appSyncResolverEvent.json b/examples/event_sources/events/appSyncResolverEvent.json
new file mode 100644
index 00000000000..84ac71951c6
--- /dev/null
+++ b/examples/event_sources/events/appSyncResolverEvent.json
@@ -0,0 +1,71 @@
+{
+  "typeName": "Merchant",
+  "fieldName": "locations",
+  "arguments": {
+    "page": 2,
+    "size": 1,
+    "name": "value"
+  },
+  "identity": {
+    "claims": {
+      "sub": "07920713-4526-4642-9c88-2953512de441",
+      "iss": "https://cognito-idp.us-east-1.amazonaws.com/us-east-1_POOL_ID",
+      "aud": "58rc9bf5kkti90ctmvioppukm9",
+      "event_id": "7f4c9383-abf6-48b7-b821-91643968b755",
+      "token_use": "id",
+      "auth_time": 1615366261,
+      "name": "Michael Brewer",
+      "exp": 1615369861,
+      "iat": 1615366261
+    },
+    "defaultAuthStrategy": "ALLOW",
+    "groups": null,
+    "issuer": "https://cognito-idp.us-east-1.amazonaws.com/us-east-1_POOL_ID",
+    "sourceIp": [
+      "11.215.2.22"
+    ],
+    "sub": "07920713-4526-4642-9c88-2953512de441",
+    "username": "mike"
+  },
+  "source": {
+    "name": "Value",
+    "nested": {
+      "name": "value",
+      "list": []
+    }
+  },
+  "request": {
+    "headers": {
+      "x-forwarded-for": "11.215.2.22, 64.44.173.11",
+      "cloudfront-viewer-country": "US",
+      "cloudfront-is-tablet-viewer": "false",
+      "via": "2.0 SOMETHING.cloudfront.net (CloudFront)",
+      "cloudfront-forwarded-proto": "https",
+      "origin": "https://console.aws.amazon.com",
+      "content-length": "156",
+      "accept-language": "en-US,en;q=0.9",
+      "host": "SOMETHING.appsync-api.us-east-1.amazonaws.com",
+      "x-forwarded-proto": "https",
+      "sec-gpc": "1",
+      "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) etc.",
+      "accept": "*/*",
+      "cloudfront-is-mobile-viewer": "false",
+      "cloudfront-is-smarttv-viewer": "false",
+      "accept-encoding": "gzip, deflate, br",
+      "referer": "https://console.aws.amazon.com/",
+      "content-type": "application/json",
+      "sec-fetch-mode": "cors",
+      "x-amz-cf-id": "Fo5VIuvP6V6anIEt62WzFDCK45mzM4yEdpt5BYxOl9OFqafd-WR0cA==",
+      "x-amzn-trace-id": "Root=1-60488877-0b0c4e6727ab2a1c545babd0",
+      "authorization": "AUTH-HEADER",
+      "sec-fetch-dest": "empty",
+      "x-amz-user-agent": "AWS-Console-AppSync/",
+      "cloudfront-is-desktop-viewer": "true",
+      "sec-fetch-site": "cross-site",
+      "x-forwarded-port": "443"
+    }
+  },
+  "prev": {
+    "result": {}
+  }
+}
diff --git a/examples/event_sources/events/awsConfigRuleScheduled.json b/examples/event_sources/events/awsConfigRuleScheduled.json
new file mode 100644
index 00000000000..02ce2a0700c
--- /dev/null
+++ b/examples/event_sources/events/awsConfigRuleScheduled.json
@@ -0,0 +1,13 @@
+{
+    "version":"1.0",
+    "invokingEvent":"{\"awsAccountId\":\"0123456789012\",\"notificationCreationTime\":\"2023-04-27T13:26:17.741Z\",\"messageType\":\"ScheduledNotification\",\"recordVersion\":\"1.0\"}",
+    "ruleParameters":"{\"test\":\"x\"}",
+    "resultToken":"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",
+    "eventLeftScope":false,
+    "executionRoleArn":"arn:aws:iam::0123456789012:role/aws-service-role/config.amazonaws.com/AWSServiceRoleForConfig",
+    "configRuleArn":"arn:aws:config:us-east-1:0123456789012:config-rule/config-rule-pdmyw1",
+    "configRuleName":"rule-ec2-test",
+    "configRuleId":"config-rule-pdmyw1",
+    "accountId":"0123456789012",
+    "evaluationMode":"DETECTIVE"
+ }
diff --git a/examples/event_sources/events/bedrockAgentEvent.json b/examples/event_sources/events/bedrockAgentEvent.json
new file mode 100644
index 00000000000..b7ad75b3c43
--- /dev/null
+++ b/examples/event_sources/events/bedrockAgentEvent.json
@@ -0,0 +1,16 @@
+{
+  "actionGroup": "ClaimManagementActionGroup",
+  "messageVersion": "1.0",
+  "sessionId": "12345678912345",
+  "sessionAttributes": {},
+  "promptSessionAttributes": {},
+  "inputText": "I want to claim my insurance",
+  "agent": {
+    "alias": "TSTALIASID",
+    "name": "test",
+    "version": "DRAFT",
+    "id": "8ZXY0W8P1H"
+  },
+  "httpMethod": "GET",
+  "apiPath": "/claims"
+}
diff --git a/examples/event_sources/events/cloudformationCustomResourceCreate.json b/examples/event_sources/events/cloudformationCustomResourceCreate.json
new file mode 100644
index 00000000000..5c32d8c7aa1
--- /dev/null
+++ b/examples/event_sources/events/cloudformationCustomResourceCreate.json
@@ -0,0 +1,13 @@
+{
+  "RequestType": "Create",
+  "ServiceToken": "arn:aws:lambda:us-east-1:xxx:function:xxxx-CrbuiltinfunctionidProvi-2vKAalSppmKe",
+  "ResponseURL": "https://cloudformation-custom-resource-response-useast1.s3.amazonaws.com/7F%7Cb1f50fdfc25f3b",
+  "StackId": "arn:aws:cloudformation:us-east-1:xxxx:stack/xxxx/271845b0-f2e8-11ed-90ac-0eeb25b8ae21",
+  "RequestId": "xxxxx-d2a0-4dfb-ab1f-xxxxxx",
+  "LogicalResourceId": "xxxxxxxxx",
+  "ResourceType": "Custom::MyType",
+  "ResourceProperties": {
+    "ServiceToken": "arn:aws:lambda:us-east-1:xxxxx:function:xxxxx",
+    "MyProps": "ss"
+  }
+}
\ No newline at end of file
diff --git a/examples/event_sources/src/active_mq_example.py b/examples/event_sources/src/active_mq_example.py
new file mode 100644
index 00000000000..983233606ec
--- /dev/null
+++ b/examples/event_sources/src/active_mq_example.py
@@ -0,0 +1,18 @@
+import json
+
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.active_mq_event import ActiveMQEvent
+
+logger = Logger()
+
+
+@event_source(data_class=ActiveMQEvent)
+def lambda_handler(event: ActiveMQEvent, context):
+    for message in event.messages:
+        msg = message.message_id
+        msg_pn = message.destination_physicalname
+
+        logger.info(f"Message ID: {msg} and physical name: {msg_pn}")
+
+    return {"statusCode": 200, "body": json.dumps("Processing complete")}
diff --git a/examples/event_sources/src/albEvent.py b/examples/event_sources/src/albEvent.py
new file mode 100644
index 00000000000..fd2b6aef05b
--- /dev/null
+++ b/examples/event_sources/src/albEvent.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.data_classes import ALBEvent, event_source
+
+
+@event_source(data_class=ALBEvent)
+def lambda_handler(event: ALBEvent, context):
+    if "lambda" in event.path and event.http_method == "GET":
+        return {"statusCode": 200, "body": f"Hello from path: {event.path}"}
+    else:
+        return {"statusCode": 400, "body": "No Hello from path"}
diff --git a/examples/event_sources/src/apigw_auth_v2.py b/examples/event_sources/src/apigw_auth_v2.py
new file mode 100644
index 00000000000..128c7a57a6a
--- /dev/null
+++ b/examples/event_sources/src/apigw_auth_v2.py
@@ -0,0 +1,30 @@
+from secrets import compare_digest
+
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
+    APIGatewayAuthorizerEventV2,
+    APIGatewayAuthorizerResponseV2,
+)
+
+
+def get_user_by_token(token):
+    if compare_digest(token, "value"):
+        return {"name": "Foo"}
+    return None
+
+
+@event_source(data_class=APIGatewayAuthorizerEventV2)
+def lambda_handler(event: APIGatewayAuthorizerEventV2, context):
+    user = get_user_by_token(event.headers.get("Authorization"))
+
+    if user is None:
+        # No user was found, so we return not authorized
+        return APIGatewayAuthorizerResponseV2(authorize=False).asdict()
+
+    # Found the user and setting the details in the context
+    response = APIGatewayAuthorizerResponseV2(
+        authorize=True,
+        context=user,
+    )
+
+    return response.asdict()
diff --git a/examples/event_sources/src/apigw_authorizer_request.py b/examples/event_sources/src/apigw_authorizer_request.py
new file mode 100644
index 00000000000..e0d81196af2
--- /dev/null
+++ b/examples/event_sources/src/apigw_authorizer_request.py
@@ -0,0 +1,29 @@
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
+    APIGatewayAuthorizerRequestEvent,
+    APIGatewayAuthorizerResponse,
+)
+
+
+@event_source(data_class=APIGatewayAuthorizerRequestEvent)
+def lambda_handler(event: APIGatewayAuthorizerRequestEvent, context):
+    # Simple auth check (replace with your actual auth logic)
+    is_authorized = event.headers.get("HeaderAuth1") == "headerValue1"
+
+    if not is_authorized:
+        return {"principalId": "", "policyDocument": {"Version": "2012-10-17", "Statement": []}}
+
+    arn = event.parsed_arn
+
+    policy = APIGatewayAuthorizerResponse(
+        principal_id="user",
+        context={"user": "example"},
+        region=arn.region,
+        aws_account_id=arn.aws_account_id,
+        api_id=arn.api_id,
+        stage=arn.stage,
+    )
+
+    policy.allow_all_routes()
+
+    return policy.asdict()
diff --git a/examples/event_sources/src/apigw_authorizer_token.py b/examples/event_sources/src/apigw_authorizer_token.py
new file mode 100644
index 00000000000..e27eded5c7a
--- /dev/null
+++ b/examples/event_sources/src/apigw_authorizer_token.py
@@ -0,0 +1,29 @@
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
+    APIGatewayAuthorizerResponse,
+    APIGatewayAuthorizerTokenEvent,
+)
+
+
+@event_source(data_class=APIGatewayAuthorizerTokenEvent)
+def lambda_handler(event: APIGatewayAuthorizerTokenEvent, context):
+    # Simple token check (replace with your actual token validation logic)
+    is_valid_token = event.authorization_token == "allow"
+
+    if not is_valid_token:
+        return {"principalId": "", "policyDocument": {"Version": "2012-10-17", "Statement": []}}
+
+    arn = event.parsed_arn
+
+    policy = APIGatewayAuthorizerResponse(
+        principal_id="user",
+        context={"user": "example"},
+        region=arn.region,
+        aws_account_id=arn.aws_account_id,
+        api_id=arn.api_id,
+        stage=arn.stage,
+    )
+
+    policy.allow_all_routes()
+
+    return policy.asdict()
diff --git a/examples/event_sources/src/apigw_proxy_decorator.py b/examples/event_sources/src/apigw_proxy_decorator.py
new file mode 100644
index 00000000000..81db0b1a6aa
--- /dev/null
+++ b/examples/event_sources/src/apigw_proxy_decorator.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.data_classes import APIGatewayProxyEvent, event_source
+
+
+@event_source(data_class=APIGatewayProxyEvent)
+def lambda_handler(event: APIGatewayProxyEvent, context):
+    if "hello" in event.path and event.http_method == "GET":
+        return {"statusCode": 200, "body": f"Hello from path: {event.path}"}
+    else:
+        return {"statusCode": 400, "body": "No Hello from path"}
diff --git a/examples/event_sources/src/apigw_proxy_v2.py b/examples/event_sources/src/apigw_proxy_v2.py
new file mode 100644
index 00000000000..fb468973e15
--- /dev/null
+++ b/examples/event_sources/src/apigw_proxy_v2.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.data_classes import APIGatewayProxyEventV2, event_source
+
+
+@event_source(data_class=APIGatewayProxyEventV2)
+def lambda_handler(event: APIGatewayProxyEventV2, context):
+    if "hello" in event.path and event.http_method == "POST":
+        return {"statusCode": 200, "body": f"Hello from path: {event.path}"}
+    else:
+        return {"statusCode": 400, "body": "No Hello from path"}
diff --git a/examples/event_sources/src/appSyncAuthorizerEvent.py b/examples/event_sources/src/appSyncAuthorizerEvent.py
new file mode 100644
index 00000000000..012f7beb016
--- /dev/null
+++ b/examples/event_sources/src/appSyncAuthorizerEvent.py
@@ -0,0 +1,33 @@
+from typing import Dict
+
+from aws_lambda_powertools.logging import correlation_paths
+from aws_lambda_powertools.logging.logger import Logger
+from aws_lambda_powertools.utilities.data_classes.appsync_authorizer_event import (
+    AppSyncAuthorizerEvent,
+    AppSyncAuthorizerResponse,
+)
+from aws_lambda_powertools.utilities.data_classes.event_source import event_source
+
+logger = Logger()
+
+
+def get_user_by_token(token: str):
+    """Look a user by token"""
+    ...
+
+
+@logger.inject_lambda_context(correlation_id_path=correlation_paths.APPSYNC_AUTHORIZER)
+@event_source(data_class=AppSyncAuthorizerEvent)
+def lambda_handler(event: AppSyncAuthorizerEvent, context) -> Dict:
+    user = get_user_by_token(event.authorization_token)
+
+    if not user:
+        # No user found, return not authorized
+        return AppSyncAuthorizerResponse().asdict()
+
+    return AppSyncAuthorizerResponse(
+        authorize=True,
+        resolver_context={"id": user.id},
+        # Only allow admins to delete events
+        deny_fields=None if user.is_admin else ["Mutation.deleteEvent"],
+    ).asdict()
diff --git a/examples/event_sources/src/appSyncResolverEvent.py b/examples/event_sources/src/appSyncResolverEvent.py
new file mode 100644
index 00000000000..6884b0649fd
--- /dev/null
+++ b/examples/event_sources/src/appSyncResolverEvent.py
@@ -0,0 +1,57 @@
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.appsync_resolver_event import (
+    AppSyncIdentityCognito,
+    AppSyncResolverEvent,
+)
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+
+@event_source(data_class=AppSyncResolverEvent)
+def lambda_handler(event: AppSyncResolverEvent, context: LambdaContext):
+    # Access the AppSync event details
+    type_name = event.type_name
+    field_name = event.field_name
+    arguments = event.arguments
+    source = event.source
+
+    print(f"Resolving field '{field_name}' for type '{type_name}'")
+    print(f"Arguments: {arguments}")
+    print(f"Source: {source}")
+
+    # Check if the identity is Cognito-based
+    if isinstance(event.identity, AppSyncIdentityCognito):
+        user_id = event.identity.sub
+        username = event.identity.username
+        print(f"Request from Cognito user: {username} (ID: {user_id})")
+    else:
+        print("Request is not from a Cognito-authenticated user")
+
+    if type_name == "Merchant" and field_name == "locations":
+        page = arguments.get("page", 1)
+        size = arguments.get("size", 10)
+        name_filter = arguments.get("name")
+
+        # Here you would typically fetch locations from a database
+        # This is a mock implementation
+        locations = [
+            {"id": "1", "name": "Location 1", "address": "123 Main St"},
+            {"id": "2", "name": "Location 2", "address": "456 Elm St"},
+            {"id": "3", "name": "Location 3", "address": "789 Oak St"},
+        ]
+
+        # Apply name filter if provided
+        if name_filter:
+            locations = [loc for loc in locations if name_filter.lower() in loc["name"].lower()]
+
+        # Apply pagination
+        start = (page - 1) * size
+        end = start + size
+        paginated_locations = locations[start:end]
+
+        return {
+            "items": paginated_locations,
+            "totalCount": len(locations),
+            "nextToken": str(page + 1) if end < len(locations) else None,
+        }
+    else:
+        raise Exception(f"Unhandled field: {field_name} for type: {type_name}")
diff --git a/examples/event_sources/src/aws_config_rule.py b/examples/event_sources/src/aws_config_rule.py
index b81ae39bd25..07d87999982 100644
--- a/examples/event_sources/src/aws_config_rule.py
+++ b/examples/event_sources/src/aws_config_rule.py
@@ -3,13 +3,12 @@
     AWSConfigRuleEvent,
     event_source,
 )
-from aws_lambda_powertools.utilities.typing import LambdaContext
 
 logger = Logger()
 
 
 @event_source(data_class=AWSConfigRuleEvent)
-def lambda_handler(event: AWSConfigRuleEvent, context: LambdaContext):
+def lambda_handler(event: AWSConfigRuleEvent, context):
     message_type = event.invoking_event.message_type
 
     logger.info(f"Logging {message_type} event rule", invoke_event=event.raw_invoking_event)
diff --git a/examples/event_sources/src/bedrock_agent_event.py b/examples/event_sources/src/bedrock_agent_event.py
index b16d3c86bad..31d5684fa08 100644
--- a/examples/event_sources/src/bedrock_agent_event.py
+++ b/examples/event_sources/src/bedrock_agent_event.py
@@ -1,12 +1,11 @@
 from aws_lambda_powertools import Logger
 from aws_lambda_powertools.utilities.data_classes import BedrockAgentEvent, event_source
-from aws_lambda_powertools.utilities.typing import LambdaContext
 
 logger = Logger()
 
 
 @event_source(data_class=BedrockAgentEvent)
-def lambda_handler(event: BedrockAgentEvent, context: LambdaContext) -> dict:
+def lambda_handler(event: BedrockAgentEvent, context) -> dict:
     input_text = event.input_text
 
     logger.info(f"Bedrock Agent {event.action_group} invoked with input", input_text=input_text)
diff --git a/examples/event_sources/src/cloudformation_custom_resource_handler.py b/examples/event_sources/src/cloudformation_custom_resource_handler.py
index fa5b85d54df..87fa2bd1ab9 100644
--- a/examples/event_sources/src/cloudformation_custom_resource_handler.py
+++ b/examples/event_sources/src/cloudformation_custom_resource_handler.py
@@ -13,31 +13,15 @@ def lambda_handler(event: CloudFormationCustomResourceEvent, context: LambdaCont
     request_type = event.request_type
 
     if request_type == "Create":
-        return on_create(event)
-    if request_type == "Update":
-        return on_update(event)
-    if request_type == "Delete":
-        return on_delete(event)
+        return on_create(event, context)
+    else:
+        raise ValueError(f"Invalid request type: {request_type}")
 
 
-def on_create(event: CloudFormationCustomResourceEvent):
+def on_create(event: CloudFormationCustomResourceEvent, context: LambdaContext):
     props = event.resource_properties
     logger.info(f"Create new resource with props {props}.")
 
-    # Add your create code here ...
-    physical_id = ...
+    physical_id = f"MyResource-{context.aws_request_id}"
 
-    return {"PhysicalResourceId": physical_id}
-
-
-def on_update(event: CloudFormationCustomResourceEvent):
-    physical_id = event.physical_resource_id
-    props = event.resource_properties
-    logger.info(f"Update resource {physical_id} with props {props}.")
-    # ...
-
-
-def on_delete(event: CloudFormationCustomResourceEvent):
-    physical_id = event.physical_resource_id
-    logger.info(f"Delete resource {physical_id}.")
-    # ...
+    return {"PhysicalResourceId": physical_id, "Data": {"Message": "Resource created successfully"}}
diff --git a/examples/event_sources/src/getting_started_data_classes.py b/examples/event_sources/src/getting_started_data_classes.py
new file mode 100644
index 00000000000..64119fc4c0f
--- /dev/null
+++ b/examples/event_sources/src/getting_started_data_classes.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.data_classes import APIGatewayProxyEvent
+
+
+def lambda_handler(event: dict, context):
+    api_event = APIGatewayProxyEvent(event)
+    if "hello" in api_event.path and api_event.http_method == "GET":
+        return {"statusCode": 200, "body": f"Hello from path: {api_event.path}"}
+    else:
+        return {"statusCode": 400, "body": "No Hello from path"}

From 099464ab7155f6b7ea3502e631c97e4bc29fb3fe Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Fri, 24 Jan 2025 10:08:52 -0300
Subject: [PATCH 3/7] continue fixing the doc examples

---
 docs/utilities/data_classes.md                | 120 ++++++------------
 .../cloudWatchAlarmEventSingleMetric.json     |  59 +++++++++
 .../events/cloudWatchDashboardEvent.json      |  38 ++++++
 .../events/cloudWatchLogEvent.json            |   5 +
 .../kinesisStreamCloudWatchLogsEvent.json     |  36 ++++++
 ...uthorizerEvent.py => appSyncAuthorizer.py} |   0
 ...yncResolverEvent.py => appSyncResolver.py} |   0
 ...edrock_agent_event.py => bedrock_agent.py} |   0
 .../event_sources/src/cloudWatchDashboard.py  |  24 ++++
 examples/event_sources/src/cloudwatch_logs.py |  18 +++
 .../src/kinesisStreamCloudWatchLogs.py        |  17 +++
 .../src/kinesis_batch_example.py              |  29 +++++
 12 files changed, 268 insertions(+), 78 deletions(-)
 create mode 100644 examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json
 create mode 100644 examples/event_sources/events/cloudWatchDashboardEvent.json
 create mode 100644 examples/event_sources/events/cloudWatchLogEvent.json
 create mode 100644 examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json
 rename examples/event_sources/src/{appSyncAuthorizerEvent.py => appSyncAuthorizer.py} (100%)
 rename examples/event_sources/src/{appSyncResolverEvent.py => appSyncResolver.py} (100%)
 rename examples/event_sources/src/{bedrock_agent_event.py => bedrock_agent.py} (100%)
 create mode 100644 examples/event_sources/src/cloudWatchDashboard.py
 create mode 100644 examples/event_sources/src/cloudwatch_logs.py
 create mode 100644 examples/event_sources/src/kinesisStreamCloudWatchLogs.py
 create mode 100644 examples/event_sources/src/kinesis_batch_example.py

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index 968b79e3f71..4e6723a33ea 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -224,10 +224,10 @@ Used when building an [AWS_LAMBDA Authorization](https://docs.aws.amazon.com/app
 See blog post [Introducing Lambda authorization for AWS AppSync GraphQL APIs](https://aws.amazon.com/blogs/mobile/appsync-lambda-auth/){target="_blank"}
 or read the Amplify documentation on using [AWS Lambda for authorization](https://docs.amplify.aws/lib/graphqlapi/authz/q/platform/js#aws-lambda){target="_blank"} with AppSync.
 
-=== "appSyncAuthorizerEvent.py"
+=== "appSyncAuthorizer.py"
 
     ```python hl_lines="5-7 20"
-    --8<-- "examples/event_sources/src/appSyncAuthorizerEvent.py"
+    --8<-- "examples/event_sources/src/appSyncAuthorizer.py"
     ```
 
 === "appSyncAuthorizerEvent.json"
@@ -243,10 +243,10 @@ and [AppSync Direct Lambda Resolvers](https://aws.amazon.com/blogs/mobile/appsyn
 
 The example serves as an AppSync resolver for the `locations` field of the `Merchant` type. It uses the `@event_source` decorator to parse the AppSync event, handles pagination and filtering for locations, and demonstrates `AppSyncIdentityCognito`.
 
-=== "appSyncResolverEvent.py"
+=== "appSyncResolver.py"
 
     ```python hl_lines="2-4 8"
-    --8<-- "examples/event_sources/src/appSyncResolverEvent.py"
+    --8<-- "examples/event_sources/src/appSyncResolver.py"
     ```
 
 === "appSyncResolverEvent.json"
@@ -273,10 +273,10 @@ The example utilizes AWSConfigRuleEvent to parse the incoming event. The functio
 
 The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/) with `BedrockAgentEvent` to parse the incoming event. The function logs the action group and input text, then returns a structured response compatible with Bedrock Agent's expected format, including a mock response body.
 
-=== "bedrock_agent_event.py"
+=== "bedrock_agent.py"
 
     ```python hl_lines="2 6"
-    --8<-- "examples/event_sources/src/bedrock_agent_event.py"
+    --8<-- "examples/event_sources/src/bedrock_agent.py"
     ```
 
 === "bedrockAgentEvent.json"
@@ -286,7 +286,7 @@ The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/
 
 ### CloudFormation Custom Resource
 
-The example focuses on the "Create" request type, generating a unique physical resource ID and logging the process. The function is structured to potentially handle "Update" and "Delete" operations as well.
+The example focuses on the `Create` request type, generating a unique physical resource ID and logging the process. The function is structured to potentially handle `Update` and `Delete` operations as well.
 
 === "cloudformation_custom_resource_handler.py"
 
@@ -301,36 +301,17 @@ The example focuses on the "Create" request type, generating a unique physical r
 
 ### CloudWatch Dashboard Custom Widget
 
-=== "app.py"
-
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, CloudWatchDashboardCustomWidgetEvent
-
-    const DOCS = `
-    ## Echo
-    A simple echo script. Anything passed in \`\`\`echo\`\`\` parameter is returned as the content of custom widget.
+Thie example for `CloudWatchDashboardCustomWidgetEvent` logs the dashboard name, extracts key information like widget ID and time range, and returns a formatted response with a title and markdown content. Read more about [custom widgets for Cloudwatch dashboard](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/add_custom_widget_samples.html).
 
-    ### Widget parameters
-    | Param    | Description              |
-    | -------- | ------------------------ |
-    | **echo** | The content to echo back |
+=== "cloudWatchDashboard.py"
 
-    ### Example parameters
-    \`\`\` yaml
-    echo: <h1>Hello world</h1>
-    \`\`\`
-    `
-
-    @event_source(data_class=CloudWatchDashboardCustomWidgetEvent)
-    def lambda_handler(event: CloudWatchDashboardCustomWidgetEvent, context):
-
-        if event.describe:
-            return DOCS
+    ```python hl_lines="2 6"
+    --8<-- "examples/event_sources/src/cloudWatchDashboard.py"
+    ```
 
-        # You can directly return HTML or JSON content
-        # Alternatively, you can return markdown that will be rendered by CloudWatch
-        echo = event.widget_context.params["echo"]
-        return { "markdown": f"# {echo}" }
+=== "cloudWatchDashboardEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/cloudWatchDashboardEvent.json"
     ```
 
 ### CloudWatch Alarm State Change Action
@@ -338,76 +319,59 @@ The example focuses on the "Create" request type, generating a unique physical r
 [CloudWatch supports Lambda as an alarm state change action](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/AlarmThatSendsEmail.html#alarms-and-actions){target="_blank"}.
 You can use the `CloudWathAlarmEvent` data class to access the fields containing such data as alarm information, current state, and previous state.
 
-=== "app.py"
+=== "cloudwatch_alarm_event.py"
 
     ```python hl_lines="2 8"
     --8<-- "examples/event_sources/src/cloudwatch_alarm_event.py"
     ```
 
+=== "cloudWatchAlarmEventSingleMetric.json"
+    ```json
+    --8<-- "examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json"
+    ```
+
 ### CloudWatch Logs
 
 CloudWatch Logs events by default are compressed and base64 encoded. You can use the helper function provided to decode,
 decompress and parse json data from the event.
 
-=== "app.py"
+=== "cloudwatch_logs.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, CloudWatchLogsEvent
-    from aws_lambda_powertools.utilities.data_classes.cloud_watch_logs_event import CloudWatchLogsDecodedData
+    ```python hl_lines="2-3 7"
+    --8<-- "examples/event_sources/src/cloudwatch_logs.py"
+    ```
 
-    @event_source(data_class=CloudWatchLogsEvent)
-    def lambda_handler(event: CloudWatchLogsEvent, context):
-        decompressed_log: CloudWatchLogsDecodedData = event.parse_logs_data()
-        log_events = decompressed_log.log_events
-        for event in log_events:
-            do_something_with(event.timestamp, event.message)
+=== "cloudWatchLogEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/cloudWatchLogEvent.json"
     ```
 
 #### Kinesis integration
 
 [When streaming CloudWatch Logs to a Kinesis Data Stream](https://aws.amazon.com/premiumsupport/knowledge-center/streaming-cloudwatch-logs/){target="_blank"} (cross-account or not), you can use `extract_cloudwatch_logs_from_event` to decode, decompress and extract logs as `CloudWatchLogsDecodedData` to ease log processing.
 
-=== "app.py"
-
-    ```python hl_lines="5-6 11"
-    from typing import List
-
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.cloud_watch_logs_event import CloudWatchLogsDecodedData
-    from aws_lambda_powertools.utilities.data_classes.kinesis_stream_event import (
-        KinesisStreamEvent, extract_cloudwatch_logs_from_event)
+=== "kinesisStreamCloudWatchLogs.py"
 
+    ```python hl_lines="4-6 8"
+    --8<-- "examples/event_sources/src/kinesisStreamCloudWatchLogs.py"
+    ```
 
-    @event_source(data_class=KinesisStreamEvent)
-    def simple_handler(event: KinesisStreamEvent, context):
-        logs: List[CloudWatchLogsDecodedData] = extract_cloudwatch_logs_from_event(event)
-        for log in logs:
-            if log.message_type == "DATA_MESSAGE":
-                return "success"
-        return "nothing to be processed"
+=== "kinesisStreamCloudWatchLogsEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json"
     ```
 
 Alternatively, you can use `extract_cloudwatch_logs_from_record` to seamless integrate with the [Batch utility](./batch.md){target="_blank"} for more robust log processing.
 
-=== "app.py"
-
-    ```python hl_lines="3-4 10"
-    from aws_lambda_powertools.utilities.batch import (BatchProcessor, EventType,
-                                                       batch_processor)
-    from aws_lambda_powertools.utilities.data_classes.kinesis_stream_event import (
-        KinesisStreamRecord, extract_cloudwatch_logs_from_record)
-
-    processor = BatchProcessor(event_type=EventType.KinesisDataStreams)
-
-
-    def record_handler(record: KinesisStreamRecord):
-        log = extract_cloudwatch_logs_from_record(record)
-        return log.message_type == "DATA_MESSAGE"
+=== "kinesis_batch_example.py"
 
+    ```python hl_lines="7-9 15"
+    --8<-- "examples/event_sources/src/kinesis_batch_example.py"
+    ```
 
-    @batch_processor(record_handler=record_handler, processor=processor)
-    def lambda_handler(event, context):
-        return processor.response()
+=== "kinesisStreamCloudWatchLogsEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json"
     ```
 
 ### CodeDeploy LifeCycle Hook
diff --git a/examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json b/examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json
new file mode 100644
index 00000000000..fa5089cd6b5
--- /dev/null
+++ b/examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json
@@ -0,0 +1,59 @@
+{
+  "source": "aws.cloudwatch",
+  "alarmArn": "arn:aws:cloudwatch:eu-west-1:912397435824:alarm:test_alarm",
+  "accountId": "123456789012",
+  "time": "2024-02-17T11:53:08.431+0000",
+  "region": "eu-west-1",
+  "alarmData": {
+    "alarmName": "Test alert",
+    "state": {
+      "value": "ALARM",
+      "reason": "Threshold Crossed: 1 out of the last 1 datapoints [1.0 (17/02/24 11:51:00)] was less than the threshold (10.0) (minimum 1 datapoint for OK -> ALARM transition).",
+      "reasonData": "{\"version\":\"1.0\",\"queryDate\":\"2024-02-17T11:53:08.423+0000\",\"startDate\":\"2024-02-17T11:51:00.000+0000\",\"statistic\":\"SampleCount\",\"period\":60,\"recentDatapoints\":[1.0],\"threshold\":10.0,\"evaluatedDatapoints\":[{\"timestamp\":\"2024-02-17T11:51:00.000+0000\",\"sampleCount\":1.0,\"value\":1.0}]}",
+      "timestamp": "2024-02-17T11:53:08.431+0000"
+    },
+    "previousState": {
+      "value": "OK",
+      "reason": "Threshold Crossed: 1 out of the last 1 datapoints [1.0 (17/02/24 11:50:00)] was not greater than the threshold (10.0) (minimum 1 datapoint for ALARM -> OK transition).",
+      "reasonData": "{\"version\":\"1.0\",\"queryDate\":\"2024-02-17T11:51:31.460+0000\",\"startDate\":\"2024-02-17T11:50:00.000+0000\",\"statistic\":\"SampleCount\",\"period\":60,\"recentDatapoints\":[1.0],\"threshold\":10.0,\"evaluatedDatapoints\":[{\"timestamp\":\"2024-02-17T11:50:00.000+0000\",\"sampleCount\":1.0,\"value\":1.0}]}",
+      "timestamp": "2024-02-17T11:51:31.462+0000"
+    },
+    "configuration": {
+      "description": "This is description **here**",
+      "metrics": [
+        {
+          "id": "e1",
+          "expression": "m1/m2",
+          "label": "Expression1",
+          "returnData": true
+        },
+        {
+          "id": "m1",
+          "metricStat": {
+            "metric": {
+              "namespace": "AWS/Lambda",
+              "name": "Invocations",
+              "dimensions": {}
+            },
+            "period": 60,
+            "stat": "SampleCount"
+          },
+          "returnData": false
+        },
+        {
+          "id": "m2",
+          "metricStat": {
+            "metric": {
+              "namespace": "AWS/Lambda",
+              "name": "Duration",
+              "dimensions": {}
+            },
+            "period": 60,
+            "stat": "SampleCount"
+          },
+          "returnData": false
+        }
+      ]
+    }
+  }
+}
diff --git a/examples/event_sources/events/cloudWatchDashboardEvent.json b/examples/event_sources/events/cloudWatchDashboardEvent.json
new file mode 100644
index 00000000000..fd2d3be62d6
--- /dev/null
+++ b/examples/event_sources/events/cloudWatchDashboardEvent.json
@@ -0,0 +1,38 @@
+{
+  "original": "param-to-widget",
+  "widgetContext": {
+    "dashboardName": "Name-of-current-dashboard",
+    "widgetId": "widget-16",
+    "domain": "https://us-east-1.console.aws.amazon.com",
+    "accountId": "123456789123",
+    "locale": "en",
+    "timezone": {
+      "label": "UTC",
+      "offsetISO": "+00:00",
+      "offsetInMinutes": 0
+    },
+    "period": 300,
+    "isAutoPeriod": true,
+    "timeRange": {
+      "mode": "relative",
+      "start": 1627236199729,
+      "end": 1627322599729,
+      "relativeStart": 86400012,
+      "zoom": {
+        "start": 1627276030434,
+        "end": 1627282956521
+      }
+    },
+    "theme": "light",
+    "linkCharts": true,
+    "title": "Tweets for Amazon website problem",
+    "forms": {
+      "all": {}
+    },
+    "params": {
+      "original": "param-to-widget"
+    },
+    "width": 588,
+    "height": 369
+  }
+}
diff --git a/examples/event_sources/events/cloudWatchLogEvent.json b/examples/event_sources/events/cloudWatchLogEvent.json
new file mode 100644
index 00000000000..aa184c1d013
--- /dev/null
+++ b/examples/event_sources/events/cloudWatchLogEvent.json
@@ -0,0 +1,5 @@
+{
+  "awslogs": {
+    "data": "H4sIAAAAAAAAAHWPwQqCQBCGX0Xm7EFtK+smZBEUgXoLCdMhFtKV3akI8d0bLYmibvPPN3wz00CJxmQnTO41whwWQRIctmEcB6sQbFC3CjW3XW8kxpOpP+OC22d1Wml1qZkQGtoMsScxaczKN3plG8zlaHIta5KqWsozoTYw3/djzwhpLwivWFGHGpAFe7DL68JlBUk+l7KSN7tCOEJ4M3/qOI49vMHj+zCKdlFqLaU2ZHV2a4Ct/an0/ivdX8oYc1UVX860fQDQiMdxRQEAAA=="
+  }
+}
diff --git a/examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json b/examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json
new file mode 100644
index 00000000000..000f37935d3
--- /dev/null
+++ b/examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json
@@ -0,0 +1,36 @@
+{
+    "Records": [
+        {
+            "kinesis": {
+                "kinesisSchemaVersion": "1.0",
+                "partitionKey": "123456789",
+                "sequenceNumber": "49635052289529725553291405521504870233219489715332317186",
+                "data": "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",
+                "approximateArrivalTimestamp": 1668093033.744
+            },
+            "eventSource": "aws:kinesis",
+            "eventVersion": "1.0",
+            "eventID": "shardId-000000000000:49635052289529725553291405521504870233219489715332317186",
+            "eventName": "aws:kinesis:record",
+            "invokeIdentityArn": "arn:aws:iam::231436140809:role/pt-1488-CloudWatchKinesisLogsFunctionRole-1M4G2TIWIE49",
+            "awsRegion": "eu-west-1",
+            "eventSourceARN": "arn:aws:kinesis:eu-west-1:231436140809:stream/pt-1488-KinesisStreamCloudWatchLogs-D8tHs0im0aJG"
+        },
+        {
+            "kinesis": {
+                "kinesisSchemaVersion": "1.0",
+                "partitionKey": "12345678910",
+                "sequenceNumber": "49635052289529725553291405520881064510298312199003701250",
+                "data": "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",
+                "approximateArrivalTimestamp": 1668092612.992
+            },
+            "eventSource": "aws:kinesis",
+            "eventVersion": "1.0",
+            "eventID": "shardId-000000000000:49635052289529725553291405520881064510298312199003701250",
+            "eventName": "aws:kinesis:record",
+            "invokeIdentityArn": "arn:aws:iam::231436140809:role/pt-1488-CloudWatchKinesisLogsFunctionRole-1M4G2TIWIE49",
+            "awsRegion": "eu-west-1",
+            "eventSourceARN": "arn:aws:kinesis:eu-west-1:231436140809:stream/pt-1488-KinesisStreamCloudWatchLogs-D8tHs0im0aJG"
+        }
+    ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/src/appSyncAuthorizerEvent.py b/examples/event_sources/src/appSyncAuthorizer.py
similarity index 100%
rename from examples/event_sources/src/appSyncAuthorizerEvent.py
rename to examples/event_sources/src/appSyncAuthorizer.py
diff --git a/examples/event_sources/src/appSyncResolverEvent.py b/examples/event_sources/src/appSyncResolver.py
similarity index 100%
rename from examples/event_sources/src/appSyncResolverEvent.py
rename to examples/event_sources/src/appSyncResolver.py
diff --git a/examples/event_sources/src/bedrock_agent_event.py b/examples/event_sources/src/bedrock_agent.py
similarity index 100%
rename from examples/event_sources/src/bedrock_agent_event.py
rename to examples/event_sources/src/bedrock_agent.py
diff --git a/examples/event_sources/src/cloudWatchDashboard.py b/examples/event_sources/src/cloudWatchDashboard.py
new file mode 100644
index 00000000000..f1c806fd84c
--- /dev/null
+++ b/examples/event_sources/src/cloudWatchDashboard.py
@@ -0,0 +1,24 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.data_classes import CloudWatchDashboardCustomWidgetEvent, event_source
+
+logger = Logger()
+
+
+@event_source(data_class=CloudWatchDashboardCustomWidgetEvent)
+def lambda_handler(event: CloudWatchDashboardCustomWidgetEvent, context):
+    logger.info(f"Processing custom widget for dashboard: {event.widget_context.dashboard_name}")
+
+    # Access specific event properties
+    widget_id = event.widget_context.widget_id
+    time_range_start = event.widget_context.time_range.start
+    time_range_end = event.widget_context.time_range.end
+
+    # Your custom widget logic here
+    return {
+        "title": f"Custom Widget {widget_id}",
+        "markdown": f"""
+        Dashboard: {event.widget_context.dashboard_name}
+        Time Range: {time_range_start} to {time_range_end}
+        Theme: {event.widget_context.theme}
+        """,
+    }
diff --git a/examples/event_sources/src/cloudwatch_logs.py b/examples/event_sources/src/cloudwatch_logs.py
new file mode 100644
index 00000000000..95890275595
--- /dev/null
+++ b/examples/event_sources/src/cloudwatch_logs.py
@@ -0,0 +1,18 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.data_classes import CloudWatchLogsEvent, event_source
+from aws_lambda_powertools.utilities.data_classes.cloud_watch_logs_event import CloudWatchLogsDecodedData
+
+logger = Logger()
+
+
+@event_source(data_class=CloudWatchLogsEvent)
+def lambda_handler(event: CloudWatchLogsEvent, context):
+    decompressed_log: CloudWatchLogsDecodedData = event.parse_logs_data()
+
+    logger.info(f"Log group: {decompressed_log.log_group}")
+    logger.info(f"Log stream: {decompressed_log.log_stream}")
+
+    for log_event in decompressed_log.log_events:
+        logger.info(f"Timestamp: {log_event.timestamp}, Message: {log_event.message}")
+
+    return {"statusCode": 200, "body": f"Processed {len(decompressed_log.log_events)} log events"}
diff --git a/examples/event_sources/src/kinesisStreamCloudWatchLogs.py b/examples/event_sources/src/kinesisStreamCloudWatchLogs.py
new file mode 100644
index 00000000000..fa6fccf2b17
--- /dev/null
+++ b/examples/event_sources/src/kinesisStreamCloudWatchLogs.py
@@ -0,0 +1,17 @@
+from typing import List
+
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.cloud_watch_logs_event import CloudWatchLogsDecodedData
+from aws_lambda_powertools.utilities.data_classes.kinesis_stream_event import (
+    KinesisStreamEvent,
+    extract_cloudwatch_logs_from_event,
+)
+
+
+@event_source(data_class=KinesisStreamEvent)
+def lambda_handler(event: KinesisStreamEvent, context):
+    logs: List[CloudWatchLogsDecodedData] = extract_cloudwatch_logs_from_event(event)
+    for log in logs:
+        if log.message_type == "DATA_MESSAGE":
+            return "success"
+    return "nothing to be processed"
diff --git a/examples/event_sources/src/kinesis_batch_example.py b/examples/event_sources/src/kinesis_batch_example.py
new file mode 100644
index 00000000000..0a7366fdd8b
--- /dev/null
+++ b/examples/event_sources/src/kinesis_batch_example.py
@@ -0,0 +1,29 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.batch import (
+    BatchProcessor,
+    EventType,
+    process_partial_response,
+)
+from aws_lambda_powertools.utilities.data_classes.kinesis_stream_event import (
+    KinesisStreamRecord,
+    extract_cloudwatch_logs_from_record,
+)
+
+logger = Logger()
+
+processor = BatchProcessor(event_type=EventType.KinesisDataStreams)
+
+
+def record_handler(record: KinesisStreamRecord):
+    log = extract_cloudwatch_logs_from_record(record)
+    logger.info(f"Message type: {log.message_type}")
+    return log.message_type == "DATA_MESSAGE"
+
+
+def lambda_handler(event, context):
+    return process_partial_response(
+        event=event,
+        record_handler=record_handler,
+        processor=processor,
+        context=context,
+    )

From 2e282183a3571221e944b377578debe34f78f31d Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Fri, 24 Jan 2025 12:09:52 -0300
Subject: [PATCH 4/7] examples up to lambda function url

---
 docs/utilities/data_classes.md                | 425 +++++-------------
 .../events/codeDeployLifecycleHookEvent.json  |   4 +
 .../events/codePipelineEvent.json             |  34 ++
 .../cognitoCreateAuthChallengeEvent.json      |  29 ++
 .../cognitoDefineAuthChallengeEvent.json      |  32 ++
 .../events/cognitoPostConfirmationEvent.json  |  18 +
 ...gnitoVerifyAuthChallengeResponseEvent.json |  28 ++
 .../events/connectContactFlowEventAll.json    |  41 ++
 .../events/dynamoStreamEvent.json             |  65 +++
 .../events/eventBridgeEvent.json              |  17 +
 .../event_sources/events/kafkaEventMsk.json   |  35 ++
 .../events/kinesisFirehoseKinesisEvent.json   |  32 ++
 .../events/kinesisStreamEvent.json            |  36 ++
 .../event_sources/src/code_pipeline_job.py    |  10 +
 .../src/codedeploy_lifecycle_hook.py          |   9 +
 .../event_sources/src/cognito_create_auth.py  |  11 +
 .../event_sources/src/cognito_define_auth.py  |  29 ++
 .../src/cognito_post_confirmation.py          |   9 +
 .../event_sources/src/cognito_verify_auth.py  |  10 +
 .../event_sources/src/connect_contact_flow.py |  14 +
 .../src/dynamodb_multiple_records.py          |  10 +
 examples/event_sources/src/dynamodb_stream.py |  16 +
 .../event_sources/src/eventBridgeEvent.py     |  11 +
 examples/event_sources/src/kafka_event.py     |  12 +
 examples/event_sources/src/kinesis_streams.py |  37 ++
 25 files changed, 654 insertions(+), 320 deletions(-)
 create mode 100644 examples/event_sources/events/codeDeployLifecycleHookEvent.json
 create mode 100644 examples/event_sources/events/codePipelineEvent.json
 create mode 100644 examples/event_sources/events/cognitoCreateAuthChallengeEvent.json
 create mode 100644 examples/event_sources/events/cognitoDefineAuthChallengeEvent.json
 create mode 100644 examples/event_sources/events/cognitoPostConfirmationEvent.json
 create mode 100644 examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json
 create mode 100644 examples/event_sources/events/connectContactFlowEventAll.json
 create mode 100644 examples/event_sources/events/dynamoStreamEvent.json
 create mode 100644 examples/event_sources/events/eventBridgeEvent.json
 create mode 100644 examples/event_sources/events/kafkaEventMsk.json
 create mode 100644 examples/event_sources/events/kinesisFirehoseKinesisEvent.json
 create mode 100644 examples/event_sources/events/kinesisStreamEvent.json
 create mode 100644 examples/event_sources/src/code_pipeline_job.py
 create mode 100644 examples/event_sources/src/codedeploy_lifecycle_hook.py
 create mode 100644 examples/event_sources/src/cognito_create_auth.py
 create mode 100644 examples/event_sources/src/cognito_define_auth.py
 create mode 100644 examples/event_sources/src/cognito_post_confirmation.py
 create mode 100644 examples/event_sources/src/cognito_verify_auth.py
 create mode 100644 examples/event_sources/src/connect_contact_flow.py
 create mode 100644 examples/event_sources/src/dynamodb_multiple_records.py
 create mode 100644 examples/event_sources/src/dynamodb_stream.py
 create mode 100644 examples/event_sources/src/eventBridgeEvent.py
 create mode 100644 examples/event_sources/src/kafka_event.py
 create mode 100644 examples/event_sources/src/kinesis_streams.py

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index 4e6723a33ea..232db8d87b5 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -131,7 +131,7 @@ Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayA
 
 === "apigw_type_request.py"
 
-    ```python hl_lines="2-4 7"
+    ```python hl_lines="2-4 8"
     --8<-- "examples/event_sources/src/apigw_authorizer_request.py"
     ```
 
@@ -143,7 +143,7 @@ Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayA
 
 === "apigw_type_token.py"
 
-    ```python hl_lines="2-4 7"
+    ```python hl_lines="2-4 8"
     --8<-- "examples/event_sources/src/apigw_authorizer_token.py"
     ```
 
@@ -160,7 +160,7 @@ See also [this blog post](https://aws.amazon.com/blogs/compute/introducing-iam-a
 
 === "apigw_auth_v2.py"
 
-    ```python hl_lines="2-4 15"
+    ```python hl_lines="2-4 16"
     --8<-- "examples/event_sources/src/apigw_auth_v2.py"
     ```
 
@@ -176,7 +176,7 @@ It is used for either API Gateway REST API or HTTP API using v1 proxy event.
 
 === "apigw_proxy_decorator.py"
 
-    ```python hl_lines="1 3"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/apigw_proxy_decorator.py"
     ```
 
@@ -192,7 +192,7 @@ It is used for HTTP API using v2 proxy event.
 
 === "apigw_proxy_v2.py"
 
-    ```python hl_lines="1 3"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/apigw_proxy_v2.py"
     ```
 
@@ -208,7 +208,7 @@ Is it used for [Application load balancer](https://docs.aws.amazon.com/elasticlo
 
 === "albEvent.py"
 
-    ```python hl_lines="1 3"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/albEvent.py"
     ```
 
@@ -245,7 +245,7 @@ The example serves as an AppSync resolver for the `locations` field of the `Merc
 
 === "appSyncResolver.py"
 
-    ```python hl_lines="2-4 8"
+    ```python hl_lines="2-4 9"
     --8<-- "examples/event_sources/src/appSyncResolver.py"
     ```
 
@@ -260,7 +260,7 @@ The example serves as an AppSync resolver for the `locations` field of the `Merc
 The example utilizes AWSConfigRuleEvent to parse the incoming event. The function logs the message type of the invoking event and returns a simple success response. The example event receives a Scheduled Event Notification, but could also be ItemChanged and Oversized.
 
 === "aws_config_rule.py"
-    ```python hl_lines="3 11"
+    ```python hl_lines="2-3 10"
     --8<-- "examples/event_sources/src/aws_config_rule.py"
     ```
 
@@ -275,7 +275,7 @@ The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/
 
 === "bedrock_agent.py"
 
-    ```python hl_lines="2 6"
+    ```python hl_lines="2 7"
     --8<-- "examples/event_sources/src/bedrock_agent.py"
     ```
 
@@ -290,7 +290,7 @@ The example focuses on the `Create` request type, generating a unique physical r
 
 === "cloudformation_custom_resource_handler.py"
 
-    ```python hl_lines="2-3 10 14 19"
+    ```python hl_lines="2-3 11 15 20"
     --8<-- "examples/event_sources/src/cloudformation_custom_resource_handler.py"
     ```
 
@@ -305,7 +305,7 @@ Thie example for `CloudWatchDashboardCustomWidgetEvent` logs the dashboard name,
 
 === "cloudWatchDashboard.py"
 
-    ```python hl_lines="2 6"
+    ```python hl_lines="2 7"
     --8<-- "examples/event_sources/src/cloudWatchDashboard.py"
     ```
 
@@ -337,7 +337,7 @@ decompress and parse json data from the event.
 
 === "cloudwatch_logs.py"
 
-    ```python hl_lines="2-3 7"
+    ```python hl_lines="2-3 8"
     --8<-- "examples/event_sources/src/cloudwatch_logs.py"
     ```
 
@@ -352,7 +352,7 @@ decompress and parse json data from the event.
 
 === "kinesisStreamCloudWatchLogs.py"
 
-    ```python hl_lines="4-6 8"
+    ```python hl_lines="5-6 11"
     --8<-- "examples/event_sources/src/kinesisStreamCloudWatchLogs.py"
     ```
 
@@ -365,7 +365,7 @@ Alternatively, you can use `extract_cloudwatch_logs_from_record` to seamless int
 
 === "kinesis_batch_example.py"
 
-    ```python hl_lines="7-9 15"
+    ```python hl_lines="7-9 18"
     --8<-- "examples/event_sources/src/kinesis_batch_example.py"
     ```
 
@@ -380,72 +380,30 @@ CodeDeploy triggers Lambdas with this event when defined in
 [AppSpec definitions](https://docs.aws.amazon.com/codedeploy/latest/userguide/reference-appspec-file-structure-hooks.html)
 to test applications at different stages of deployment.
 
-=== "app.py"
-    ```python
-    from aws_lambda_powertools import Logger
-    from aws_lambda_powertools.utilities.data_classes import (
-        event_source,
-        CodeDeployLifecycleHookEvent,
-    )
+=== "codedeploy_lifecycle_hook.py"
 
-    logger = Logger()
+    ```python hl_lines="1-2 6"
+    --8<-- "examples/event_sources/src/codedeploy_lifecycle_hook.py"
+    ```
 
-    def lambda_handler(
-        event: CodeDeployLifecycleHookEvent, context: LambdaContext
-    ) -> None:
-        deployment_id = event.deployment_id
-        lifecycle_event_hook_execution_id = event.lifecycle_event_hook_execution_id
+=== "codeDeployLifecycleHookEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/codeDeployLifecycleHookEvent.json"
     ```
 
 ### CodePipeline Job
 
-Data classes and utility functions to help create continuous delivery pipelines tasks with AWS Lambda
+Data classes and utility functions to help create continuous delivery pipelines tasks with AWS Lambda.
 
-=== "app.py"
+=== "code_pipeline_job.py"
 
-    ```python
-    from aws_lambda_powertools import Logger
-    from aws_lambda_powertools.utilities.data_classes import event_source, CodePipelineJobEvent
-
-    logger = Logger()
+    ```python hl_lines="1 3"
+    --8<-- "examples/event_sources/src/code_pipeline_job.py"
+    ```
 
-    @event_source(data_class=CodePipelineJobEvent)
-    def lambda_handler(event, context):
-        """The Lambda function handler
-
-        If a continuing job then checks the CloudFormation stack status
-        and updates the job accordingly.
-
-        If a new job then kick of an update or creation of the target
-        CloudFormation stack.
-        """
-
-        # Extract the Job ID
-        job_id = event.get_id
-
-        # Extract the params
-        params: dict = event.decoded_user_parameters
-        stack = params["stack"]
-        artifact_name = params["artifact"]
-        template_file = params["file"]
-
-        try:
-            if event.data.continuation_token:
-                # If we're continuing then the create/update has already been triggered
-                # we just need to check if it has finished.
-                check_stack_update_status(job_id, stack)
-            else:
-                template = event.get_artifact(artifact_name, template_file)
-                # Kick off a stack update or create
-                start_update_or_create(job_id, stack, template)
-        except Exception as e:
-            # If any other exceptions which we didn't expect are raised
-            # then fail the job and log the exception message.
-            logger.exception("Function failed due to exception.")
-            put_job_failure(job_id, "Function exception: " + str(e))
-
-        logger.debug("Function complete.")
-        return "Complete."
+=== "codePipelineEvent.json"
+    ```json hl_lines="3 19"
+    --8<-- "examples/event_sources/events/codePipelineEvent.json"
     ```
 
 ### Cognito User Pool
@@ -469,18 +427,19 @@ can be imported from `aws_lambda_powertools.data_classes.cognito_user_pool_event
 | Custom Email Sender     | `data_classes.cognito_user_pool_event.CustomEmailSenderTriggerEvent`           |
 | Custom SMS Sender       | `data_classes.cognito_user_pool_event.CustomSMSSenderTriggerEvent`             |
 
-#### Post Confirmation Example
+Some examples for the Cognito User Pools Lambda triggers sources:
 
-=== "app.py"
+#### Post Confirmation Example
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import PostConfirmationTriggerEvent
+=== "cognito_post_confirmation.py"
 
-    def lambda_handler(event, context):
-        event: PostConfirmationTriggerEvent = PostConfirmationTriggerEvent(event)
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/cognito_post_confirmation.py"
+    ```
 
-        user_attributes = event.request.user_attributes
-        do_something_with(user_attributes)
+=== "cognitoPostConfirmationEvent.json"
+    ```json hl_lines="12-14"
+    --8<-- "examples/event_sources/events/cognitoPostConfirmationEvent.json"
     ```
 
 #### Define Auth Challenge Example
@@ -490,213 +449,60 @@ can be imported from `aws_lambda_powertools.data_classes.cognito_user_pool_event
 
 This example is based on the AWS Cognito docs for [Define Auth Challenge Lambda Trigger](https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-define-auth-challenge.html){target="_blank"}.
 
-=== "app.py"
+=== "cognito_define_auth.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import DefineAuthChallengeTriggerEvent
-
-    def handler(event: dict, context) -> dict:
-        event: DefineAuthChallengeTriggerEvent = DefineAuthChallengeTriggerEvent(event)
-        if (
-            len(event.request.session) == 1
-            and event.request.session[0].challenge_name == "SRP_A"
-        ):
-            event.response.issue_tokens = False
-            event.response.fail_authentication = False
-            event.response.challenge_name = "PASSWORD_VERIFIER"
-        elif (
-            len(event.request.session) == 2
-            and event.request.session[1].challenge_name == "PASSWORD_VERIFIER"
-            and event.request.session[1].challenge_result
-        ):
-            event.response.issue_tokens = False
-            event.response.fail_authentication = False
-            event.response.challenge_name = "CUSTOM_CHALLENGE"
-        elif (
-            len(event.request.session) == 3
-            and event.request.session[2].challenge_name == "CUSTOM_CHALLENGE"
-            and event.request.session[2].challenge_result
-        ):
-            event.response.issue_tokens = True
-            event.response.fail_authentication = False
-        else:
-            event.response.issue_tokens = False
-            event.response.fail_authentication = True
-
-        return event.raw_event
-    ```
-=== "SPR_A response"
-
-    ```json hl_lines="25-27"
-    {
-        "version": "1",
-        "region": "us-east-1",
-        "userPoolId": "us-east-1_example",
-        "userName": "UserName",
-        "callerContext": {
-            "awsSdkVersion": "awsSdkVersion",
-            "clientId": "clientId"
-        },
-        "triggerSource": "DefineAuthChallenge_Authentication",
-        "request": {
-            "userAttributes": {
-                "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
-                "email_verified": "true",
-                "name": "First Last",
-                "email": "define-auth@mail.com"
-            },
-            "session": [
-                {
-                    "challengeName": "SRP_A",
-                    "challengeResult": true
-                }
-            ]
-        },
-        "response": {
-            "issueTokens": false,
-            "failAuthentication": false,
-            "challengeName": "PASSWORD_VERIFIER"
-        }
-    }
-    ```
-=== "PASSWORD_VERIFIER success response"
-
-    ```json hl_lines="30-32"
-    {
-        "version": "1",
-        "region": "us-east-1",
-        "userPoolId": "us-east-1_example",
-        "userName": "UserName",
-        "callerContext": {
-            "awsSdkVersion": "awsSdkVersion",
-            "clientId": "clientId"
-        },
-        "triggerSource": "DefineAuthChallenge_Authentication",
-        "request": {
-            "userAttributes": {
-                "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
-                "email_verified": "true",
-                "name": "First Last",
-                "email": "define-auth@mail.com"
-            },
-            "session": [
-                {
-                    "challengeName": "SRP_A",
-                    "challengeResult": true
-                },
-                {
-                    "challengeName": "PASSWORD_VERIFIER",
-                    "challengeResult": true
-                }
-            ]
-        },
-        "response": {
-            "issueTokens": false,
-            "failAuthentication": false,
-            "challengeName": "CUSTOM_CHALLENGE"
-        }
-    }
-
-    ```
-=== "CUSTOM_CHALLENGE success response"
-
-    ```json hl_lines="34 35"
-    {
-        "version": "1",
-        "region": "us-east-1",
-        "userPoolId": "us-east-1_example",
-        "userName": "UserName",
-        "callerContext": {
-            "awsSdkVersion": "awsSdkVersion",
-            "clientId": "clientId"
-        },
-        "triggerSource": "DefineAuthChallenge_Authentication",
-        "request": {
-            "userAttributes": {
-                "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
-                "email_verified": "true",
-                "name": "First Last",
-                "email": "define-auth@mail.com"
-            },
-            "session": [
-                {
-                    "challengeName": "SRP_A",
-                    "challengeResult": true
-                },
-                {
-                    "challengeName": "PASSWORD_VERIFIER",
-                    "challengeResult": true
-                },
-                {
-                    "challengeName": "CUSTOM_CHALLENGE",
-                    "challengeResult": true
-                }
-            ]
-        },
-        "response": {
-            "issueTokens": true,
-            "failAuthentication": false
-        }
-    }
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/cognito_define_auth.py"
+    ```
+
+=== "cognitoDefineAuthChallengeEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/cognitoDefineAuthChallengeEvent.json"
     ```
 
 #### Create Auth Challenge Example
 
 This example is based on the AWS Cognito docs for [Create Auth Challenge Lambda Trigger](https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-create-auth-challenge.html){target="_blank"}.
 
-=== "app.py"
+=== "cognito_create_auth.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import CreateAuthChallengeTriggerEvent
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/cognito_create_auth.py"
+    ```
 
-    @event_source(data_class=CreateAuthChallengeTriggerEvent)
-    def handler(event: CreateAuthChallengeTriggerEvent, context) -> dict:
-        if event.request.challenge_name == "CUSTOM_CHALLENGE":
-            event.response.public_challenge_parameters = {"captchaUrl": "url/123.jpg"}
-            event.response.private_challenge_parameters = {"answer": "5"}
-            event.response.challenge_metadata = "CAPTCHA_CHALLENGE"
-        return event.raw_event
+=== "cognitoCreateAuthChallengeEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/cognitoCreateAuthChallengeEvent.json"
     ```
 
 #### Verify Auth Challenge Response Example
 
 This example is based on the AWS Cognito docs for [Verify Auth Challenge Response Lambda Trigger](https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-verify-auth-challenge-response.html){target="_blank"}.
 
-=== "app.py"
+=== "cognito_verify_auth.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import VerifyAuthChallengeResponseTriggerEvent
+    ```python hl_lines="2 4"
+    --8<-- "examples/event_sources/src/cognito_verify_auth.py"
+    ```
 
-    @event_source(data_class=VerifyAuthChallengeResponseTriggerEvent)
-    def handler(event: VerifyAuthChallengeResponseTriggerEvent, context) -> dict:
-        event.response.answer_correct = (
-            event.request.private_challenge_parameters.get("answer") == event.request.challenge_answer
-        )
-        return event.raw_event
+=== "cognitoVerifyAuthChallengeResponseEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json"
     ```
 
 ### Connect Contact Flow
 
-> New in 1.11.0
+The example integrates with [Amazon Connect](https://docs.aws.amazon.com/connect/latest/adminguide/what-is-amazon-connect.html) by handling contact flow events. The function converts the event into a `ConnectContactFlowEvent` object, providing a structured representation of the contact flow data.
 
-=== "app.py"
+=== "connect_contact_flow.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes.connect_contact_flow_event import (
-        ConnectContactFlowChannel,
-        ConnectContactFlowEndpointType,
-        ConnectContactFlowEvent,
-        ConnectContactFlowInitiationMethod,
-    )
+    ```python hl_lines="1-5 9"
+    --8<-- "examples/event_sources/src/connect_contact_flow.py"
+    ```
 
-    def lambda_handler(event, context):
-        event: ConnectContactFlowEvent = ConnectContactFlowEvent(event)
-        assert event.contact_data.attributes == {"Language": "en-US"}
-        assert event.contact_data.channel == ConnectContactFlowChannel.VOICE
-        assert event.contact_data.customer_endpoint.endpoint_type == ConnectContactFlowEndpointType.TELEPHONE_NUMBER
-        assert event.contact_data.initiation_method == ConnectContactFlowInitiationMethod.API
+=== "connectContactFlowEventAll.json"
+    ```json
+    --8<-- "examples/event_sources/events/connectContactFlowEventAll.json"
     ```
 
 ### DynamoDB Streams
@@ -705,66 +511,47 @@ The DynamoDB data class utility provides the base class for `DynamoDBStreamEvent
 (`DynamoDBRecordEventName`).
 The class automatically deserializes DynamoDB types into their equivalent Python types.
 
-=== "app.py"
-
-    ```python
-    from aws_lambda_powertools.utilities.data_classes.dynamo_db_stream_event import (
-        DynamoDBStreamEvent,
-        DynamoDBRecordEventName
-    )
-
-    def lambda_handler(event, context):
-        event: DynamoDBStreamEvent = DynamoDBStreamEvent(event)
-
-        # Multiple records can be delivered in a single event
-        for record in event.records:
-            if record.event_name == DynamoDBRecordEventName.MODIFY:
-                do_something_with(record.dynamodb.new_image)
-                do_something_with(record.dynamodb.old_image)
+=== "dynamodb_stream.py"
+    ```python hl_lines="1-3 7"
+    --8<-- "examples/event_sources/src/dynamodb_stream.py"
     ```
-
-=== "multiple_records_types.py"
-
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, DynamoDBStreamEvent
-    from aws_lambda_powertools.utilities.typing import LambdaContext
-
-
-    @event_source(data_class=DynamoDBStreamEvent)
-    def lambda_handler(event: DynamoDBStreamEvent, context: LambdaContext):
-        for record in event.records:
-            # {"N": "123.45"} => Decimal("123.45")
-            key: str = record.dynamodb.keys["id"]
-            print(key)
+=== "dynamodb_multiple_records.py"
+    ```python hl_lines="1 5"
+    --8<-- "examples/event_sources/src/dynamodb_multiple_records.py"
+    ```
+=== "dynamoStreamEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/dynamoStreamEvent.json"
     ```
 
 ### EventBridge
 
-=== "app.py"
+ When an event matching a defined rule occurs in EventBridge, it can [automatically trigger a Lambda function](https://docs.aws.amazon.com/lambda/latest/dg/with-eventbridge-scheduler.html), passing the event data as input.
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, EventBridgeEvent
+=== "eventBridgeEvent.py"
 
-    @event_source(data_class=EventBridgeEvent)
-    def lambda_handler(event: EventBridgeEvent, context):
-        do_something_with(event.detail)
+    ```python hl_lines="1 3"
+    --8<-- "examples/event_sources/src/eventBridgeEvent.py"
+    ```
 
+=== "eventBridgeEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/eventBridgeEvent.json"
     ```
 
 ### Kafka
 
 This example is based on the AWS docs for [Amazon MSK](https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html){target="_blank"} and [self-managed Apache Kafka](https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html){target="_blank"}.
 
-=== "app.py"
-
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, KafkaEvent
+=== "kafka_event.py"
 
-    @event_source(data_class=KafkaEvent)
-    def lambda_handler(event: KafkaEvent, context):
-        for record in event.records:
-            do_something_with(record.decoded_key, record.json_value)
+    ```python hl_lines="1 6"
+    --8<-- "examples/event_sources/src/kafka_event.py"
+    ```
 
+=== "kafkaEventMsk.json"
+    ```json
+    --8<-- "examples/event_sources/events/kafkaEventMsk.json"
     ```
 
 ### Kinesis streams
@@ -772,22 +559,15 @@ This example is based on the AWS docs for [Amazon MSK](https://docs.aws.amazon.c
 Kinesis events by default contain base64 encoded data. You can use the helper function to access the data either as json
 or plain text, depending on the original payload.
 
-=== "app.py"
-
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, KinesisStreamEvent
-
-    @event_source(data_class=KinesisStreamEvent)
-    def lambda_handler(event: KinesisStreamEvent, context):
-        kinesis_record = next(event.records).kinesis
-
-        # if data was delivered as text
-        data = kinesis_record.data_as_text()
+=== "kinesis_streams.py"
 
-        # if data was delivered as json
-        data = kinesis_record.data_as_json()
+    ```python hl_lines="3 8"
+    --8<-- "examples/event_sources/src/kinesis_streams.py"
+    ```
 
-        do_something_with(data)
+=== "kinesisStreamEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/kinesisStreamEvent.json"
     ```
 
 ### Kinesis Firehose delivery stream
@@ -825,6 +605,11 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
     1. This record will now be sent to your [S3 bucket in the `processing-failed` folder](https://docs.aws.amazon.com/firehose/latest/dev/data-transformation.html#data-transformation-failure-handling){target="_blank"}.
 
+=== "kinesisFirehoseEvent.json"
+    ```json
+    --8<-- "examples/event_sources/events/kinesisFirehoseKinesisEvent.json"
+    ```
+
 ### Lambda Function URL
 
 === "app.py"
diff --git a/examples/event_sources/events/codeDeployLifecycleHookEvent.json b/examples/event_sources/events/codeDeployLifecycleHookEvent.json
new file mode 100644
index 00000000000..6e422a2d505
--- /dev/null
+++ b/examples/event_sources/events/codeDeployLifecycleHookEvent.json
@@ -0,0 +1,4 @@
+{
+    "DeploymentId": "d-ABCDEF",
+    "LifecycleEventHookExecutionId": "xxxxxxxxxxxxxxxxxxxxxxxx"
+}
diff --git a/examples/event_sources/events/codePipelineEvent.json b/examples/event_sources/events/codePipelineEvent.json
new file mode 100644
index 00000000000..25269cbb387
--- /dev/null
+++ b/examples/event_sources/events/codePipelineEvent.json
@@ -0,0 +1,34 @@
+{
+    "CodePipeline.job": {
+        "id": "11111111-abcd-1111-abcd-111111abcdef",
+        "accountId": "111111111111",
+        "data": {
+            "actionConfiguration": {
+                "configuration": {
+                    "FunctionName": "MyLambdaFunctionForAWSCodePipeline",
+                    "UserParameters": "some-input-such-as-a-URL"
+                }
+            },
+            "inputArtifacts": [
+                {
+                    "name": "ArtifactName",
+                    "revision": null,
+                    "location": {
+                        "type": "S3",
+                        "s3Location": {
+                            "bucketName": "the name of the bucket configured as the pipeline artifact store in Amazon S3, for example codepipeline-us-east-2-1234567890",
+                            "objectKey": "the name of the application, for example CodePipelineDemoApplication.zip"
+                        }
+                    }
+                }
+            ],
+            "outputArtifacts": [],
+            "artifactCredentials": {
+                "accessKeyId": "",
+                "secretAccessKey": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+                "sessionToken": "MIICiTCCAfICCQD6m7oRw0uXOjANBgkqhkiG9w0BAQUFADCBiDELMAkGA1UEBhMCVVMxCzAJBgNVBAgTAldBMRAwDgYDVQQHEwdTZWF0dGxlMQ8wDQYDVQQKEwZBbWF6b24xFDASBgNVBAsTC0lBTSBDb25zb2xlMRIwEAYDVQQDEwlUZXN0Q2lsYWMxHzAdBgkqhkiG9w0BCQEWEG5vb25lQGFtYXpvbi5jb20wHhcNMTEwNDI1MjA0NTIxWhcNMTIwNDI0MjA0NTIxWjCBiDELMAkGA1UEBhMCVVMxCzAJBgNVBAgTAldBMRAwDgYDVQQHEwdTZWF0dGxlMQ8wDQYDVQQKEwZBbWF6b24xFDASBgNVBAsTC0lBTSBDb25zb2xlMRIwEAYDVQQDEwlUZXN0Q2lsYWMxHzAdBgkqhkiG9w0BCQEWEG5vb25lQGFtYXpvbi5jb20wgZ8wDQYJKoZIhvcNAQEBBQADgY0AMIGJAoGBAMaK0dn+a4GmWIWJ21uUSfwfEvySWtC2XADZ4nB+BLYgVIk60CpiwsZ3G93vUEIO3IyNoH/f0wYK8m9TrDHudUZg3qX4waLG5M43q7Wgc/MbQITxOUSQv7c7ugFFDzQGBzZswY6786m86gpEIbb3OhjZnzcvQAaRHhdlQWIMm2nrAgMBAAEwDQYJKoZIhvcNAQEFBQADgYEAtCu4nUhVVxYUntneD9+h8Mg9q6q+auNKyExzyLwaxlAoo7TJHidbtS4J5iNmZgXL0FkbFFBjvSfpJIlJ00zbhNYS5f6GuoEDmFJl0ZxBHjJnyp378OD8uTs7fLvjx79LjSTbNYiytVbZPQUQ5Yaxu2jXnimvw3rrszlaEXAMPLE="
+            },
+            "continuationToken": "A continuation token if continuing job"
+        }
+    }
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/cognitoCreateAuthChallengeEvent.json b/examples/event_sources/events/cognitoCreateAuthChallengeEvent.json
new file mode 100644
index 00000000000..ad018ae0829
--- /dev/null
+++ b/examples/event_sources/events/cognitoCreateAuthChallengeEvent.json
@@ -0,0 +1,29 @@
+{
+  "version": "1",
+  "region": "us-east-1",
+  "userPoolId": "us-east-1_example",
+  "userName": "UserName",
+  "callerContext": {
+    "awsSdkVersion": "awsSdkVersion",
+    "clientId": "clientId"
+  },
+  "triggerSource": "CreateAuthChallenge_Authentication",
+  "request": {
+    "userAttributes": {
+      "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
+      "email_verified": "true",
+      "name": "First Last",
+      "email": "create-auth@mail.com"
+    },
+    "challengeName": "PASSWORD_VERIFIER",
+    "session" : [
+      {
+        "challengeName": "CUSTOM_CHALLENGE",
+        "challengeResult": true,
+        "challengeMetadata": "CAPTCHA_CHALLENGE"
+      }
+    ],
+    "userNotFound": false
+  },
+  "response": {}
+}
diff --git a/examples/event_sources/events/cognitoDefineAuthChallengeEvent.json b/examples/event_sources/events/cognitoDefineAuthChallengeEvent.json
new file mode 100644
index 00000000000..80ea5ac2d98
--- /dev/null
+++ b/examples/event_sources/events/cognitoDefineAuthChallengeEvent.json
@@ -0,0 +1,32 @@
+{
+  "version": "1",
+  "region": "us-east-1",
+  "userPoolId": "us-east-1_example",
+  "userName": "UserName",
+  "callerContext": {
+    "awsSdkVersion": "awsSdkVersion",
+    "clientId": "clientId"
+  },
+  "triggerSource": "DefineAuthChallenge_Authentication",
+  "request": {
+    "userAttributes": {
+      "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
+      "email_verified": "true",
+      "name": "First Last",
+      "email": "define-auth@mail.com"
+    },
+    "session" : [
+      {
+        "challengeName": "PASSWORD_VERIFIER",
+        "challengeResult": true
+      },
+      {
+        "challengeName": "CUSTOM_CHALLENGE",
+        "challengeResult": true,
+        "challengeMetadata": "CAPTCHA_CHALLENGE"
+      }
+    ],
+    "userNotFound": true
+  },
+  "response": {}
+}
diff --git a/examples/event_sources/events/cognitoPostConfirmationEvent.json b/examples/event_sources/events/cognitoPostConfirmationEvent.json
new file mode 100644
index 00000000000..e88f98150ca
--- /dev/null
+++ b/examples/event_sources/events/cognitoPostConfirmationEvent.json
@@ -0,0 +1,18 @@
+{
+  "version": "string",
+  "triggerSource": "PostConfirmation_ConfirmSignUp",
+  "region": "us-east-1",
+  "userPoolId": "string",
+  "userName": "userName",
+  "callerContext": {
+    "awsSdkVersion": "awsSdkVersion",
+    "clientId": "clientId"
+  },
+  "request": {
+    "userAttributes": {
+      "email": "user@example.com",
+      "email_verified": true
+    }
+  },
+  "response": {}
+}
diff --git a/examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json b/examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json
new file mode 100644
index 00000000000..2ebcdb5c278
--- /dev/null
+++ b/examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json
@@ -0,0 +1,28 @@
+{
+  "version": "1",
+  "region": "us-east-1",
+  "userPoolId": "us-east-1_example",
+  "userName": "UserName",
+  "callerContext": {
+    "awsSdkVersion": "awsSdkVersion",
+    "clientId": "clientId"
+  },
+  "triggerSource": "VerifyAuthChallengeResponse_Authentication",
+  "request": {
+    "userAttributes": {
+      "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
+      "email_verified": "true",
+      "name": "First Last",
+      "email": "verify-auth@mail.com"
+    },
+    "privateChallengeParameters": {
+      "answer": "challengeAnswer"
+    },
+    "clientMetadata" : {
+      "foo": "value"
+    },
+    "challengeAnswer": "challengeAnswer",
+    "userNotFound": true
+  },
+  "response": {}
+}
diff --git a/examples/event_sources/events/connectContactFlowEventAll.json b/examples/event_sources/events/connectContactFlowEventAll.json
new file mode 100644
index 00000000000..5850649b6eb
--- /dev/null
+++ b/examples/event_sources/events/connectContactFlowEventAll.json
@@ -0,0 +1,41 @@
+{
+    "Name": "ContactFlowEvent",
+    "Details": {
+        "ContactData": {
+            "Attributes": {
+                "Language": "en-US"
+            },
+            "Channel": "VOICE",
+            "ContactId": "5ca32fbd-8f92-46af-92a5-6b0f970f0efe",
+            "CustomerEndpoint": {
+                "Address": "+11234567890",
+                "Type": "TELEPHONE_NUMBER"
+            },
+            "InitialContactId": "5ca32fbd-8f92-46af-92a5-6b0f970f0efe",
+            "InitiationMethod": "API",
+            "InstanceARN": "arn:aws:connect:eu-central-1:123456789012:instance/9308c2a1-9bc6-4cea-8290-6c0b4a6d38fa",
+            "MediaStreams": {
+                "Customer": {
+                    "Audio": {
+                        "StartFragmentNumber": "91343852333181432392682062622220590765191907586",
+                        "StartTimestamp": "1565781909613",
+                        "StreamARN": "arn:aws:kinesisvideo:eu-central-1:123456789012:stream/connect-contact-a3d73b84-ce0e-479a-a9dc-5637c9d30ac9/1565272947806"
+                    }
+                }
+            },
+            "PreviousContactId": "5ca32fbd-8f92-46af-92a5-6b0f970f0efe",
+            "Queue": {
+                "ARN": "arn:aws:connect:eu-central-1:123456789012:instance/9308c2a1-9bc6-4cea-8290-6c0b4a6d38fa/queue/5cba7cbf-1ecb-4b6d-b8bd-fe91079b3fc8",
+                "Name": "QueueOne"
+            },
+            "SystemEndpoint": {
+                "Address": "+11234567890",
+                "Type": "TELEPHONE_NUMBER"
+            }
+        },
+        "Parameters": {
+            "ParameterOne": "One",
+            "ParameterTwo": "Two"
+        }
+    }
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/dynamoStreamEvent.json b/examples/event_sources/events/dynamoStreamEvent.json
new file mode 100644
index 00000000000..16009a7a956
--- /dev/null
+++ b/examples/event_sources/events/dynamoStreamEvent.json
@@ -0,0 +1,65 @@
+{
+  "Records": [
+    {
+      "eventID": "1",
+      "eventVersion": "1.0",
+      "dynamodb": {
+        "ApproximateCreationDateTime": 1693997155.0,
+        "Keys": {
+          "Id": {
+            "N": "101"
+          }
+        },
+        "NewImage": {
+          "Message": {
+            "S": "New item!"
+          },
+          "Id": {
+            "N": "101"
+          }
+        },
+        "StreamViewType": "NEW_AND_OLD_IMAGES",
+        "SequenceNumber": "111",
+        "SizeBytes": 26
+      },
+      "awsRegion": "us-west-2",
+      "eventName": "INSERT",
+      "eventSourceARN": "eventsource_arn",
+      "eventSource": "aws:dynamodb"
+    },
+    {
+      "eventID": "2",
+      "eventVersion": "1.0",
+      "dynamodb": {
+        "OldImage": {
+          "Message": {
+            "S": "New item!"
+          },
+          "Id": {
+            "N": "101"
+          }
+        },
+        "SequenceNumber": "222",
+        "Keys": {
+          "Id": {
+            "N": "101"
+          }
+        },
+        "SizeBytes": 59,
+        "NewImage": {
+          "Message": {
+            "S": "This item has changed"
+          },
+          "Id": {
+            "N": "101"
+          }
+        },
+        "StreamViewType": "NEW_AND_OLD_IMAGES"
+      },
+      "awsRegion": "us-west-2",
+      "eventName": "MODIFY",
+      "eventSourceARN": "source_arn",
+      "eventSource": "aws:dynamodb"
+    }
+  ]
+}
diff --git a/examples/event_sources/events/eventBridgeEvent.json b/examples/event_sources/events/eventBridgeEvent.json
new file mode 100644
index 00000000000..65872cf9a34
--- /dev/null
+++ b/examples/event_sources/events/eventBridgeEvent.json
@@ -0,0 +1,17 @@
+{
+  "version": "0",
+  "id": "6a7e8feb-b491-4cf7-a9f1-bf3703467718",
+  "detail-type": "EC2 Instance State-change Notification",
+  "source": "aws.ec2",
+  "account": "111122223333",
+  "time": "2017-12-22T18:43:48Z",
+  "region": "us-west-1",
+  "resources": [
+    "arn:aws:ec2:us-west-1:123456789012:instance/i-1234567890abcdef0"
+  ],
+  "detail": {
+    "instance_id": "i-1234567890abcdef0",
+    "state": "terminated"
+  },
+  "replay-name": "replay_archive"
+}
diff --git a/examples/event_sources/events/kafkaEventMsk.json b/examples/event_sources/events/kafkaEventMsk.json
new file mode 100644
index 00000000000..5a35b89680a
--- /dev/null
+++ b/examples/event_sources/events/kafkaEventMsk.json
@@ -0,0 +1,35 @@
+{
+  "eventSource":"aws:kafka",
+  "eventSourceArn":"arn:aws:kafka:us-east-1:0123456789019:cluster/SalesCluster/abcd1234-abcd-cafe-abab-9876543210ab-4",
+  "bootstrapServers":"b-2.demo-cluster-1.a1bcde.c1.kafka.us-east-1.amazonaws.com:9092,b-1.demo-cluster-1.a1bcde.c1.kafka.us-east-1.amazonaws.com:9092",
+  "records":{
+     "mytopic-0":[
+        {
+           "topic":"mytopic",
+           "partition":0,
+           "offset":15,
+           "timestamp":1545084650987,
+           "timestampType":"CREATE_TIME",
+           "key":"cmVjb3JkS2V5",
+           "value":"eyJrZXkiOiJ2YWx1ZSJ9",
+           "headers":[
+              {
+                 "headerKey":[
+                    104,
+                    101,
+                    97,
+                    100,
+                    101,
+                    114,
+                    86,
+                    97,
+                    108,
+                    117,
+                    101
+                 ]
+              }
+           ]
+        }
+     ]
+  }
+}
diff --git a/examples/event_sources/events/kinesisFirehoseKinesisEvent.json b/examples/event_sources/events/kinesisFirehoseKinesisEvent.json
new file mode 100644
index 00000000000..8ac0ba93bd5
--- /dev/null
+++ b/examples/event_sources/events/kinesisFirehoseKinesisEvent.json
@@ -0,0 +1,32 @@
+{
+    "invocationId": "2b4d1ad9-2f48-94bd-a088-767c317e994a",
+    "sourceKinesisStreamArn": "arn:aws:kinesis:us-east-1:123456789012:stream/kinesis-source",
+    "deliveryStreamArn": "arn:aws:firehose:us-east-2:123456789012:deliverystream/delivery-stream-name",
+    "region": "us-east-2",
+    "records": [
+        {
+            "data": "SGVsbG8gV29ybGQ=",
+            "recordId": "record1",
+            "approximateArrivalTimestamp": 1664028820148,
+            "kinesisRecordMetadata": {
+                "shardId": "shardId-000000000000",
+                "partitionKey": "1234",
+                "approximateArrivalTimestamp": 1664028820148,
+                "sequenceNumber": "49546986683135544286507457936321625675700192471156785154",
+                "subsequenceNumber": 0
+            }
+        },
+        {
+            "data": "eyJIZWxsbyI6ICJXb3JsZCJ9",
+            "recordId": "record2",
+            "approximateArrivalTimestamp": 1664028793294,
+            "kinesisRecordMetadata": {
+                "shardId": "shardId-000000000001",
+                "partitionKey": "4567",
+                "approximateArrivalTimestamp": 1664028793294,
+                "sequenceNumber": "49546986683135544286507457936321625675700192471156785155",
+                "subsequenceNumber": 0
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/kinesisStreamEvent.json b/examples/event_sources/events/kinesisStreamEvent.json
new file mode 100644
index 00000000000..ef8e2096388
--- /dev/null
+++ b/examples/event_sources/events/kinesisStreamEvent.json
@@ -0,0 +1,36 @@
+{
+  "Records": [
+    {
+      "kinesis": {
+        "kinesisSchemaVersion": "1.0",
+        "partitionKey": "1",
+        "sequenceNumber": "49590338271490256608559692538361571095921575989136588898",
+        "data": "SGVsbG8sIHRoaXMgaXMgYSB0ZXN0Lg==",
+        "approximateArrivalTimestamp": 1545084650.987
+      },
+      "eventSource": "aws:kinesis",
+      "eventVersion": "1.0",
+      "eventID": "shardId-000000000006:49590338271490256608559692538361571095921575989136588898",
+      "eventName": "aws:kinesis:record",
+      "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-role",
+      "awsRegion": "us-east-2",
+      "eventSourceARN": "arn:aws:kinesis:us-east-2:123456789012:stream/lambda-stream"
+    },
+    {
+      "kinesis": {
+        "kinesisSchemaVersion": "1.0",
+        "partitionKey": "1",
+        "sequenceNumber": "49590338271490256608559692540925702759324208523137515618",
+        "data": "VGhpcyBpcyBvbmx5IGEgdGVzdC4=",
+        "approximateArrivalTimestamp": 1545084711.166
+      },
+      "eventSource": "aws:kinesis",
+      "eventVersion": "1.0",
+      "eventID": "shardId-000000000006:49590338271490256608559692540925702759324208523137515618",
+      "eventName": "aws:kinesis:record",
+      "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-role",
+      "awsRegion": "us-east-2",
+      "eventSourceARN": "arn:aws:kinesis:us-east-2:123456789012:stream/lambda-stream"
+    }
+  ]
+}
diff --git a/examples/event_sources/src/code_pipeline_job.py b/examples/event_sources/src/code_pipeline_job.py
new file mode 100644
index 00000000000..39db6e60b9e
--- /dev/null
+++ b/examples/event_sources/src/code_pipeline_job.py
@@ -0,0 +1,10 @@
+from aws_lambda_powertools.utilities.data_classes import CodePipelineJobEvent, event_source
+
+
+@event_source(data_class=CodePipelineJobEvent)
+def lambda_handler(event: CodePipelineJobEvent, context):
+    job_id = event.get_id
+
+    input_bucket = event.input_bucket_name
+
+    return {"statusCode": 200, "body": f"Processed job {job_id} from bucket {input_bucket}"}
diff --git a/examples/event_sources/src/codedeploy_lifecycle_hook.py b/examples/event_sources/src/codedeploy_lifecycle_hook.py
new file mode 100644
index 00000000000..862dc75de8b
--- /dev/null
+++ b/examples/event_sources/src/codedeploy_lifecycle_hook.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.data_classes import CodeDeployLifecycleHookEvent, event_source
+
+
+@event_source(data_class=CodeDeployLifecycleHookEvent)
+def lambda_handler(event: CodeDeployLifecycleHookEvent, context) -> None:
+    deployment_id = event.deployment_id
+    lifecycle_event_hook_execution_id = event.lifecycle_event_hook_execution_id
+
+    return {"deployment_id": deployment_id, "lifecycle_event_hook_execution_id": lifecycle_event_hook_execution_id}
diff --git a/examples/event_sources/src/cognito_create_auth.py b/examples/event_sources/src/cognito_create_auth.py
new file mode 100644
index 00000000000..9f57743f053
--- /dev/null
+++ b/examples/event_sources/src/cognito_create_auth.py
@@ -0,0 +1,11 @@
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import CreateAuthChallengeTriggerEvent
+
+
+@event_source(data_class=CreateAuthChallengeTriggerEvent)
+def handler(event: CreateAuthChallengeTriggerEvent, context) -> dict:
+    if event.request.challenge_name == "CUSTOM_CHALLENGE":
+        event.response.public_challenge_parameters = {"captchaUrl": "url/123.jpg"}
+        event.response.private_challenge_parameters = {"answer": "5"}
+        event.response.challenge_metadata = "CAPTCHA_CHALLENGE"
+    return event.raw_event
diff --git a/examples/event_sources/src/cognito_define_auth.py b/examples/event_sources/src/cognito_define_auth.py
new file mode 100644
index 00000000000..5ca425de0f9
--- /dev/null
+++ b/examples/event_sources/src/cognito_define_auth.py
@@ -0,0 +1,29 @@
+from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import DefineAuthChallengeTriggerEvent
+
+
+def lambda_handler(event: dict, context) -> dict:
+    event: DefineAuthChallengeTriggerEvent = DefineAuthChallengeTriggerEvent(event)
+    if len(event.request.session) == 1 and event.request.session[0].challenge_name == "SRP_A":
+        event.response.issue_tokens = False
+        event.response.fail_authentication = False
+        event.response.challenge_name = "PASSWORD_VERIFIER"
+    elif (
+        len(event.request.session) == 2
+        and event.request.session[1].challenge_name == "PASSWORD_VERIFIER"
+        and event.request.session[1].challenge_result
+    ):
+        event.response.issue_tokens = False
+        event.response.fail_authentication = False
+        event.response.challenge_name = "CUSTOM_CHALLENGE"
+    elif (
+        len(event.request.session) == 3
+        and event.request.session[2].challenge_name == "CUSTOM_CHALLENGE"
+        and event.request.session[2].challenge_result
+    ):
+        event.response.issue_tokens = True
+        event.response.fail_authentication = False
+    else:
+        event.response.issue_tokens = False
+        event.response.fail_authentication = True
+
+    return event.raw_event
diff --git a/examples/event_sources/src/cognito_post_confirmation.py b/examples/event_sources/src/cognito_post_confirmation.py
new file mode 100644
index 00000000000..51ecc2de43f
--- /dev/null
+++ b/examples/event_sources/src/cognito_post_confirmation.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import PostConfirmationTriggerEvent
+
+
+def lambda_handler(event, context):
+    event: PostConfirmationTriggerEvent = PostConfirmationTriggerEvent(event)
+
+    user_attributes = event.request.user_attributes
+
+    return {"statusCode": 200, "body": f"User attributes: {user_attributes}"}
diff --git a/examples/event_sources/src/cognito_verify_auth.py b/examples/event_sources/src/cognito_verify_auth.py
new file mode 100644
index 00000000000..ae15942246e
--- /dev/null
+++ b/examples/event_sources/src/cognito_verify_auth.py
@@ -0,0 +1,10 @@
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import VerifyAuthChallengeResponseTriggerEvent
+
+
+@event_source(data_class=VerifyAuthChallengeResponseTriggerEvent)
+def lambda_handler(event: VerifyAuthChallengeResponseTriggerEvent, context) -> dict:
+    event.response.answer_correct = (
+        event.request.private_challenge_parameters.get("answer") == event.request.challenge_answer
+    )
+    return event.raw_event
diff --git a/examples/event_sources/src/connect_contact_flow.py b/examples/event_sources/src/connect_contact_flow.py
new file mode 100644
index 00000000000..53d120a4c4b
--- /dev/null
+++ b/examples/event_sources/src/connect_contact_flow.py
@@ -0,0 +1,14 @@
+from aws_lambda_powertools.utilities.data_classes.connect_contact_flow_event import (
+    ConnectContactFlowChannel,
+    ConnectContactFlowEndpointType,
+    ConnectContactFlowEvent,
+    ConnectContactFlowInitiationMethod,
+)
+
+
+def lambda_handler(event, context):
+    event: ConnectContactFlowEvent = ConnectContactFlowEvent(event)
+    assert event.contact_data.attributes == {"Language": "en-US"}
+    assert event.contact_data.channel == ConnectContactFlowChannel.VOICE
+    assert event.contact_data.customer_endpoint.endpoint_type == ConnectContactFlowEndpointType.TELEPHONE_NUMBER
+    assert event.contact_data.initiation_method == ConnectContactFlowInitiationMethod.API
diff --git a/examples/event_sources/src/dynamodb_multiple_records.py b/examples/event_sources/src/dynamodb_multiple_records.py
new file mode 100644
index 00000000000..ebc216e4da2
--- /dev/null
+++ b/examples/event_sources/src/dynamodb_multiple_records.py
@@ -0,0 +1,10 @@
+from aws_lambda_powertools.utilities.data_classes import DynamoDBStreamEvent, event_source
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+
+@event_source(data_class=DynamoDBStreamEvent)
+def lambda_handler(event: DynamoDBStreamEvent, context: LambdaContext):
+    for record in event.records:
+        # {"N": "123.45"} => Decimal("123.45")
+        key: str = record.dynamodb.keys["Id"]
+    return {"statusCode": 200, "body": f"Key:, {key}!"}
diff --git a/examples/event_sources/src/dynamodb_stream.py b/examples/event_sources/src/dynamodb_stream.py
new file mode 100644
index 00000000000..e317ddac8d4
--- /dev/null
+++ b/examples/event_sources/src/dynamodb_stream.py
@@ -0,0 +1,16 @@
+from aws_lambda_powertools.utilities.data_classes.dynamo_db_stream_event import (
+    DynamoDBRecordEventName,
+    DynamoDBStreamEvent,
+)
+
+
+def lambda_handler(event, context):
+    event: DynamoDBStreamEvent = DynamoDBStreamEvent(event)
+
+    # Multiple records can be delivered in a single event
+    for record in event.records:
+        if record.event_name == DynamoDBRecordEventName.MODIFY:
+            pass
+        elif record.event_name == DynamoDBRecordEventName.INSERT:
+            pass
+    return "success"
diff --git a/examples/event_sources/src/eventBridgeEvent.py b/examples/event_sources/src/eventBridgeEvent.py
new file mode 100644
index 00000000000..5bd9c165824
--- /dev/null
+++ b/examples/event_sources/src/eventBridgeEvent.py
@@ -0,0 +1,11 @@
+from aws_lambda_powertools.utilities.data_classes import EventBridgeEvent, event_source
+
+
+@event_source(data_class=EventBridgeEvent)
+def lambda_handler(event: EventBridgeEvent, context):
+    detail_type = event.detail_type
+    state = event.detail.get("state")
+
+    # Do something
+
+    return {"detail_type": detail_type, "state": state}
diff --git a/examples/event_sources/src/kafka_event.py b/examples/event_sources/src/kafka_event.py
new file mode 100644
index 00000000000..93568931eb6
--- /dev/null
+++ b/examples/event_sources/src/kafka_event.py
@@ -0,0 +1,12 @@
+from aws_lambda_powertools.utilities.data_classes import KafkaEvent, event_source
+
+
+def do_something_with(key: bytes, value: dict):
+    print(f"key: {key}, value: {value}")
+
+
+@event_source(data_class=KafkaEvent)
+def lambda_handler(event: KafkaEvent, context):
+    for record in event.records:
+        do_something_with(record.topic, record.value)
+    return "success"
diff --git a/examples/event_sources/src/kinesis_streams.py b/examples/event_sources/src/kinesis_streams.py
new file mode 100644
index 00000000000..195f6ae565a
--- /dev/null
+++ b/examples/event_sources/src/kinesis_streams.py
@@ -0,0 +1,37 @@
+import json
+
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.data_classes import KinesisStreamEvent, event_source
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+
+@event_source(data_class=KinesisStreamEvent)
+def lambda_handler(event: KinesisStreamEvent, context: LambdaContext):
+    for record in event.records:
+        kinesis_record = record.kinesis
+
+        try:
+            # First, try to parse the data as JSON
+            data = kinesis_record.data_as_json()
+            logger.info("Received JSON data from Kinesis")
+        except json.JSONDecodeError:
+            # If JSON parsing fails, treat it as text
+            data = kinesis_record.data_as_text()
+            logger.info("Received text data from Kinesis")
+
+        process_data(data)
+
+    return {"statusCode": 200, "body": "Processed all records successfully"}
+
+
+def process_data(data):
+    if isinstance(data, dict):
+        # Handle JSON data
+        logger.info(f"Processing JSON data: {data}")
+        # Add your JSON processing logic here
+    else:
+        # Handle text data
+        logger.info(f"Processing text data: {data}")
+        # Add your text processing logic here

From 905ebd971ced4790576f40fa69edc2b403f8e5dd Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Fri, 24 Jan 2025 15:47:17 -0300
Subject: [PATCH 5/7] complete all examples

---
 docs/utilities/data_classes.md                | 322 ++++++++----------
 .../events/lambdaFunctionUrlEvent.json        |  47 +++
 .../event_sources/events/rabbitMQEvent.json   |  51 +++
 .../events/s3BatchOperationEventSchemaV2.json |  19 ++
 examples/event_sources/events/s3Event.json    |  38 +++
 ...tBridgeNotificationObjectCreatedEvent.json |  28 ++
 .../event_sources/events/s3ObjectEvent.json   |  29 ++
 examples/event_sources/events/sesEvent.json   | 101 ++++++
 examples/event_sources/events/snsEvent.json   |  31 ++
 examples/event_sources/events/sqsEvent.json   |  42 +++
 .../event_sources/src/lambdaFunctionUrl.py    |   7 +
 .../event_sources/src/rabbit_mq_example.py    |  21 ++
 examples/event_sources/src/s3Event.py         |  18 +
 examples/event_sources/src/s3_event_bridge.py |  13 +
 .../event_sources/src/s3_object_lambda.py     |  31 ++
 examples/event_sources/src/ses_event.py       |  13 +
 examples/event_sources/src/sns_event.py       |  13 +
 examples/event_sources/src/sqs_event.py       |  13 +
 18 files changed, 664 insertions(+), 173 deletions(-)
 create mode 100644 examples/event_sources/events/lambdaFunctionUrlEvent.json
 create mode 100644 examples/event_sources/events/rabbitMQEvent.json
 create mode 100644 examples/event_sources/events/s3BatchOperationEventSchemaV2.json
 create mode 100644 examples/event_sources/events/s3Event.json
 create mode 100644 examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json
 create mode 100644 examples/event_sources/events/s3ObjectEvent.json
 create mode 100644 examples/event_sources/events/sesEvent.json
 create mode 100644 examples/event_sources/events/snsEvent.json
 create mode 100644 examples/event_sources/events/sqsEvent.json
 create mode 100644 examples/event_sources/src/lambdaFunctionUrl.py
 create mode 100644 examples/event_sources/src/rabbit_mq_example.py
 create mode 100644 examples/event_sources/src/s3Event.py
 create mode 100644 examples/event_sources/src/s3_event_bridge.py
 create mode 100644 examples/event_sources/src/s3_object_lambda.py
 create mode 100644 examples/event_sources/src/ses_event.py
 create mode 100644 examples/event_sources/src/sns_event.py
 create mode 100644 examples/event_sources/src/sqs_event.py

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index 232db8d87b5..7d5723a00fc 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -25,13 +25,13 @@ There are two ways to use Event Source Data Classes in your Lambda functions.
 
 You can initialize the appropriate data class by passing the Lambda event object to its constructor.
 
-=== "getting_started_data_classes.py"
+=== "app.py"
 
     ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/getting_started_data_classes.py"
     ```
 
-=== "apigw_event.json"
+=== "API Gateway Proxy Example Event"
 
     ```json hl_lines="3-4"
     --8<-- "examples/event_sources/events/apigw_event.json"
@@ -41,13 +41,13 @@ You can initialize the appropriate data class by passing the Lambda event object
 
 Alternatively, you can use the `event_source` decorator to automatically parse the event.
 
-=== "apigw_proxy_decorator.py"
+=== "app.py"
 
-    ```python hl_lines="1 3"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/apigw_proxy_decorator.py"
     ```
 
-=== "apigw_event.json"
+=== "API Gateway Proxy Example Event"
 
     ```json hl_lines="3-4"
     --8<-- "examples/event_sources/events/apigw_event.json"
@@ -111,13 +111,13 @@ It is used for [Active MQ payloads](https://docs.aws.amazon.com/lambda/latest/dg
 the [AWS blog post](https://aws.amazon.com/blogs/compute/using-amazon-mq-as-an-event-source-for-aws-lambda/){target="_blank"}
 for more details.
 
-=== "active_mq_example.py"
+=== "app.py"
 
-    ```python hl_lines="2 8"
+    ```python hl_lines="5 10"
     --8<-- "examples/event_sources/src/active_mq_example.py"
     ```
 
-=== "active_mq_event.json"
+=== "Active MQ Example Event"
 
     ```json hl_lines="6 9 18 21"
     --8<-- "examples/event_sources/events/active_mq_event_example.json"
@@ -129,25 +129,25 @@ It is used for [API Gateway Rest API Lambda Authorizer payload](https://docs.aws
 
 Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayAuthorizerTokenEvent`** for type `TOKEN`.
 
-=== "apigw_type_request.py"
+=== "app.py"
 
     ```python hl_lines="2-4 8"
     --8<-- "examples/event_sources/src/apigw_authorizer_request.py"
     ```
 
-=== "apiGatewayAuthorizerRequestEvent.json"
+=== "API Gateway Authorizer Request Example Event"
 
     ```json hl_lines="3 11"
     --8<-- "examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json"
     ```
 
-=== "apigw_type_token.py"
+=== "app_token.py"
 
     ```python hl_lines="2-4 8"
     --8<-- "examples/event_sources/src/apigw_authorizer_token.py"
     ```
 
-=== "apiGatewayAuthorizerTokentEvent.json"
+=== "API Gateway Authorizer Token Example Event"
 
     ```json hl_lines="2 3"
     --8<-- "examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json"
@@ -158,13 +158,13 @@ Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayA
 It is used for [API Gateway HTTP API Lambda Authorizer payload version 2](https://docs.aws.amazon.com/apigateway/latest/developerguide/http-api-lambda-authorizer.html){target="_blank"}.
 See also [this blog post](https://aws.amazon.com/blogs/compute/introducing-iam-and-lambda-authorizers-for-amazon-api-gateway-http-apis/){target="_blank"} for more details.
 
-=== "apigw_auth_v2.py"
+=== "app.py"
 
-    ```python hl_lines="2-4 16"
+    ```python hl_lines="4-6 16"
     --8<-- "examples/event_sources/src/apigw_auth_v2.py"
     ```
 
-=== "apiGatewayAuthorizerV2Event.json"
+=== "API Gateway Authorizer V2 Example Event"
 
     ```json
     --8<-- "examples/event_sources/events/apiGatewayAuthorizerV2Event.json"
@@ -174,13 +174,13 @@ See also [this blog post](https://aws.amazon.com/blogs/compute/introducing-iam-a
 
 It is used for either API Gateway REST API or HTTP API using v1 proxy event.
 
-=== "apigw_proxy_decorator.py"
+=== "app.py"
 
     ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/apigw_proxy_decorator.py"
     ```
 
-=== "apiGatewayProxyEvent.json"
+=== "API Gateway Proxy Example Event"
 
     ```json hl_lines="3 4"
     --8<-- "examples/event_sources/events/apigw_event.json"
@@ -190,13 +190,13 @@ It is used for either API Gateway REST API or HTTP API using v1 proxy event.
 
 It is used for HTTP API using v2 proxy event.
 
-=== "apigw_proxy_v2.py"
+=== "app.py"
 
     ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/apigw_proxy_v2.py"
     ```
 
-=== "apiGatewayProxyEvent.json"
+=== "API Gateway Proxy V2 Example Event"
 
     ```json
     --8<-- "examples/event_sources/events/apiGatewayProxyV2Event.json"
@@ -206,13 +206,13 @@ It is used for HTTP API using v2 proxy event.
 
 Is it used for [Application load balancer](https://docs.aws.amazon.com/elasticloadbalancing/latest/application/introduction.html) event.
 
-=== "albEvent.py"
+=== "app.py"
 
     ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/albEvent.py"
     ```
 
-=== "albEvent.json"
+=== "Application Load Balancer Example Event"
 
     ```json hl_lines="7 8"
     --8<-- "examples/event_sources/events/albEvent.json"
@@ -224,13 +224,13 @@ Used when building an [AWS_LAMBDA Authorization](https://docs.aws.amazon.com/app
 See blog post [Introducing Lambda authorization for AWS AppSync GraphQL APIs](https://aws.amazon.com/blogs/mobile/appsync-lambda-auth/){target="_blank"}
 or read the Amplify documentation on using [AWS Lambda for authorization](https://docs.amplify.aws/lib/graphqlapi/authz/q/platform/js#aws-lambda){target="_blank"} with AppSync.
 
-=== "appSyncAuthorizer.py"
+=== "app.py"
 
     ```python hl_lines="5-7 20"
     --8<-- "examples/event_sources/src/appSyncAuthorizer.py"
     ```
 
-=== "appSyncAuthorizerEvent.json"
+=== "AppSync Authorizer Example Event"
 
     ```json
     --8<-- "examples/event_sources/events/appSyncAuthorizerEvent.json"
@@ -243,13 +243,13 @@ and [AppSync Direct Lambda Resolvers](https://aws.amazon.com/blogs/mobile/appsyn
 
 The example serves as an AppSync resolver for the `locations` field of the `Merchant` type. It uses the `@event_source` decorator to parse the AppSync event, handles pagination and filtering for locations, and demonstrates `AppSyncIdentityCognito`.
 
-=== "appSyncResolver.py"
+=== "app.py"
 
     ```python hl_lines="2-4 9"
     --8<-- "examples/event_sources/src/appSyncResolver.py"
     ```
 
-=== "appSyncResolverEvent.json"
+=== "AppSync Resolver Example Event"
 
     ```json
     --8<-- "examples/event_sources/events/appSyncResolverEvent.json"
@@ -259,12 +259,12 @@ The example serves as an AppSync resolver for the `locations` field of the `Merc
 
 The example utilizes AWSConfigRuleEvent to parse the incoming event. The function logs the message type of the invoking event and returns a simple success response. The example event receives a Scheduled Event Notification, but could also be ItemChanged and Oversized.
 
-=== "aws_config_rule.py"
+=== "app.py"
     ```python hl_lines="2-3 10"
     --8<-- "examples/event_sources/src/aws_config_rule.py"
     ```
 
-=== "Event - ScheduledNotification"
+=== "ScheduledNotification Example Event"
     ```json
     --8<-- "examples/event_sources/src/aws_config_rule_scheduled.json"
     ```
@@ -273,13 +273,13 @@ The example utilizes AWSConfigRuleEvent to parse the incoming event. The functio
 
 The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/) with `BedrockAgentEvent` to parse the incoming event. The function logs the action group and input text, then returns a structured response compatible with Bedrock Agent's expected format, including a mock response body.
 
-=== "bedrock_agent.py"
+=== "app.py"
 
     ```python hl_lines="2 7"
     --8<-- "examples/event_sources/src/bedrock_agent.py"
     ```
 
-=== "bedrockAgentEvent.json"
+=== "Bedrock Agent Example Event"
     ```json
     --8<-- "examples/event_sources/events/bedrockAgentEvent.json"
     ```
@@ -288,13 +288,13 @@ The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/
 
 The example focuses on the `Create` request type, generating a unique physical resource ID and logging the process. The function is structured to potentially handle `Update` and `Delete` operations as well.
 
-=== "cloudformation_custom_resource_handler.py"
+=== "app.py"
 
-    ```python hl_lines="2-3 11 15 20"
+    ```python hl_lines="2-3 11 15 21"
     --8<-- "examples/event_sources/src/cloudformation_custom_resource_handler.py"
     ```
 
-=== "cloudformationCustomResourceCreate.json"
+=== "CloudFormation Custom Resource Example Event"
     ```json
     --8<-- "examples/event_sources/events/cloudformationCustomResourceCreate.json"
     ```
@@ -303,13 +303,13 @@ The example focuses on the `Create` request type, generating a unique physical r
 
 Thie example for `CloudWatchDashboardCustomWidgetEvent` logs the dashboard name, extracts key information like widget ID and time range, and returns a formatted response with a title and markdown content. Read more about [custom widgets for Cloudwatch dashboard](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/add_custom_widget_samples.html).
 
-=== "cloudWatchDashboard.py"
+=== "app.py"
 
     ```python hl_lines="2 7"
     --8<-- "examples/event_sources/src/cloudWatchDashboard.py"
     ```
 
-=== "cloudWatchDashboardEvent.json"
+=== "CloudWatch Dashboard Example Event"
     ```json
     --8<-- "examples/event_sources/events/cloudWatchDashboardEvent.json"
     ```
@@ -319,13 +319,13 @@ Thie example for `CloudWatchDashboardCustomWidgetEvent` logs the dashboard name,
 [CloudWatch supports Lambda as an alarm state change action](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/AlarmThatSendsEmail.html#alarms-and-actions){target="_blank"}.
 You can use the `CloudWathAlarmEvent` data class to access the fields containing such data as alarm information, current state, and previous state.
 
-=== "cloudwatch_alarm_event.py"
+=== "app.py"
 
     ```python hl_lines="2 8"
     --8<-- "examples/event_sources/src/cloudwatch_alarm_event.py"
     ```
 
-=== "cloudWatchAlarmEventSingleMetric.json"
+=== "CloudWatch Alarm Example Event"
     ```json
     --8<-- "examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json"
     ```
@@ -335,13 +335,13 @@ You can use the `CloudWathAlarmEvent` data class to access the fields containing
 CloudWatch Logs events by default are compressed and base64 encoded. You can use the helper function provided to decode,
 decompress and parse json data from the event.
 
-=== "cloudwatch_logs.py"
+=== "app.py"
 
     ```python hl_lines="2-3 8"
     --8<-- "examples/event_sources/src/cloudwatch_logs.py"
     ```
 
-=== "cloudWatchLogEvent.json"
+=== "CloudWatch Logs Example Event"
     ```json
     --8<-- "examples/event_sources/events/cloudWatchLogEvent.json"
     ```
@@ -350,26 +350,26 @@ decompress and parse json data from the event.
 
 [When streaming CloudWatch Logs to a Kinesis Data Stream](https://aws.amazon.com/premiumsupport/knowledge-center/streaming-cloudwatch-logs/){target="_blank"} (cross-account or not), you can use `extract_cloudwatch_logs_from_event` to decode, decompress and extract logs as `CloudWatchLogsDecodedData` to ease log processing.
 
-=== "kinesisStreamCloudWatchLogs.py"
+=== "app.py"
 
-    ```python hl_lines="5-6 11"
+    ```python hl_lines="5-7 11"
     --8<-- "examples/event_sources/src/kinesisStreamCloudWatchLogs.py"
     ```
 
-=== "kinesisStreamCloudWatchLogsEvent.json"
+=== "Kinesis Stream CloudWatch Logs Example Event"
     ```json
     --8<-- "examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json"
     ```
 
 Alternatively, you can use `extract_cloudwatch_logs_from_record` to seamless integrate with the [Batch utility](./batch.md){target="_blank"} for more robust log processing.
 
-=== "kinesis_batch_example.py"
+=== "app.py"
 
     ```python hl_lines="7-9 18"
     --8<-- "examples/event_sources/src/kinesis_batch_example.py"
     ```
 
-=== "kinesisStreamCloudWatchLogsEvent.json"
+=== "Kinesis Stream CloudWatch Logs Example Event"
     ```json
     --8<-- "examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json"
     ```
@@ -380,13 +380,13 @@ CodeDeploy triggers Lambdas with this event when defined in
 [AppSpec definitions](https://docs.aws.amazon.com/codedeploy/latest/userguide/reference-appspec-file-structure-hooks.html)
 to test applications at different stages of deployment.
 
-=== "codedeploy_lifecycle_hook.py"
+=== "app.py"
 
-    ```python hl_lines="1-2 6"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/codedeploy_lifecycle_hook.py"
     ```
 
-=== "codeDeployLifecycleHookEvent.json"
+=== "CodeDeploy LifeCycle Hook Example Event"
     ```json
     --8<-- "examples/event_sources/events/codeDeployLifecycleHookEvent.json"
     ```
@@ -395,13 +395,13 @@ to test applications at different stages of deployment.
 
 Data classes and utility functions to help create continuous delivery pipelines tasks with AWS Lambda.
 
-=== "code_pipeline_job.py"
+=== "app.py"
 
-    ```python hl_lines="1 3"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/code_pipeline_job.py"
     ```
 
-=== "codePipelineEvent.json"
+=== "CodePipeline Job Example Event"
     ```json hl_lines="3 19"
     --8<-- "examples/event_sources/events/codePipelineEvent.json"
     ```
@@ -431,13 +431,13 @@ Some examples for the Cognito User Pools Lambda triggers sources:
 
 #### Post Confirmation Example
 
-=== "cognito_post_confirmation.py"
+=== "app.py"
 
-    ```python hl_lines="1 4"
+    ```python hl_lines="1 5"
     --8<-- "examples/event_sources/src/cognito_post_confirmation.py"
     ```
 
-=== "cognitoPostConfirmationEvent.json"
+=== "Cognito Post Confirmation Example Event"
     ```json hl_lines="12-14"
     --8<-- "examples/event_sources/events/cognitoPostConfirmationEvent.json"
     ```
@@ -449,13 +449,13 @@ Some examples for the Cognito User Pools Lambda triggers sources:
 
 This example is based on the AWS Cognito docs for [Define Auth Challenge Lambda Trigger](https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-define-auth-challenge.html){target="_blank"}.
 
-=== "cognito_define_auth.py"
+=== "app.py"
 
-    ```python hl_lines="1 4"
+    ```python hl_lines="1 5"
     --8<-- "examples/event_sources/src/cognito_define_auth.py"
     ```
 
-=== "cognitoDefineAuthChallengeEvent.json"
+=== "Cognito Define Auth Challengen Example Event"
     ```json
     --8<-- "examples/event_sources/events/cognitoDefineAuthChallengeEvent.json"
     ```
@@ -464,13 +464,13 @@ This example is based on the AWS Cognito docs for [Define Auth Challenge Lambda
 
 This example is based on the AWS Cognito docs for [Create Auth Challenge Lambda Trigger](https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-create-auth-challenge.html){target="_blank"}.
 
-=== "cognito_create_auth.py"
+=== "app.py"
 
-    ```python hl_lines="1 4"
+    ```python hl_lines="2 5"
     --8<-- "examples/event_sources/src/cognito_create_auth.py"
     ```
 
-=== "cognitoCreateAuthChallengeEvent.json"
+=== "Cognito Define Auth Challengen Example Event"
     ```json
     --8<-- "examples/event_sources/events/cognitoCreateAuthChallengeEvent.json"
     ```
@@ -479,13 +479,13 @@ This example is based on the AWS Cognito docs for [Create Auth Challenge Lambda
 
 This example is based on the AWS Cognito docs for [Verify Auth Challenge Response Lambda Trigger](https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-verify-auth-challenge-response.html){target="_blank"}.
 
-=== "cognito_verify_auth.py"
+=== "app.py"
 
-    ```python hl_lines="2 4"
+    ```python hl_lines="2 5"
     --8<-- "examples/event_sources/src/cognito_verify_auth.py"
     ```
 
-=== "cognitoVerifyAuthChallengeResponseEvent.json"
+=== "Cognito Verify Auth Challengen Example Event"
     ```json
     --8<-- "examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json"
     ```
@@ -494,13 +494,13 @@ This example is based on the AWS Cognito docs for [Verify Auth Challenge Respons
 
 The example integrates with [Amazon Connect](https://docs.aws.amazon.com/connect/latest/adminguide/what-is-amazon-connect.html) by handling contact flow events. The function converts the event into a `ConnectContactFlowEvent` object, providing a structured representation of the contact flow data.
 
-=== "connect_contact_flow.py"
+=== "app.py"
 
-    ```python hl_lines="1-5 9"
+    ```python hl_lines="1-5 10"
     --8<-- "examples/event_sources/src/connect_contact_flow.py"
     ```
 
-=== "connectContactFlowEventAll.json"
+=== "Connect Contact Flow Example Event"
     ```json
     --8<-- "examples/event_sources/events/connectContactFlowEventAll.json"
     ```
@@ -511,15 +511,15 @@ The DynamoDB data class utility provides the base class for `DynamoDBStreamEvent
 (`DynamoDBRecordEventName`).
 The class automatically deserializes DynamoDB types into their equivalent Python types.
 
-=== "dynamodb_stream.py"
-    ```python hl_lines="1-3 7"
+=== "app.py"
+    ```python hl_lines="1-3 8"
     --8<-- "examples/event_sources/src/dynamodb_stream.py"
     ```
-=== "dynamodb_multiple_records.py"
+=== "app_multiple_records.py"
     ```python hl_lines="1 5"
     --8<-- "examples/event_sources/src/dynamodb_multiple_records.py"
     ```
-=== "dynamoStreamEvent.json"
+=== "DynamoDB Streams Example Event"
     ```json
     --8<-- "examples/event_sources/events/dynamoStreamEvent.json"
     ```
@@ -528,13 +528,13 @@ The class automatically deserializes DynamoDB types into their equivalent Python
 
  When an event matching a defined rule occurs in EventBridge, it can [automatically trigger a Lambda function](https://docs.aws.amazon.com/lambda/latest/dg/with-eventbridge-scheduler.html), passing the event data as input.
 
-=== "eventBridgeEvent.py"
+=== "app.py"
 
-    ```python hl_lines="1 3"
+    ```python hl_lines="1 4"
     --8<-- "examples/event_sources/src/eventBridgeEvent.py"
     ```
 
-=== "eventBridgeEvent.json"
+=== "EventBridge Example Event"
     ```json
     --8<-- "examples/event_sources/events/eventBridgeEvent.json"
     ```
@@ -543,13 +543,13 @@ The class automatically deserializes DynamoDB types into their equivalent Python
 
 This example is based on the AWS docs for [Amazon MSK](https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html){target="_blank"} and [self-managed Apache Kafka](https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html){target="_blank"}.
 
-=== "kafka_event.py"
+=== "app.py"
 
-    ```python hl_lines="1 6"
+    ```python hl_lines="1 8"
     --8<-- "examples/event_sources/src/kafka_event.py"
     ```
 
-=== "kafkaEventMsk.json"
+=== "Kafka Example Event"
     ```json
     --8<-- "examples/event_sources/events/kafkaEventMsk.json"
     ```
@@ -559,13 +559,13 @@ This example is based on the AWS docs for [Amazon MSK](https://docs.aws.amazon.c
 Kinesis events by default contain base64 encoded data. You can use the helper function to access the data either as json
 or plain text, depending on the original payload.
 
-=== "kinesis_streams.py"
+=== "app.py"
 
-    ```python hl_lines="3 8"
+    ```python hl_lines="4 10"
     --8<-- "examples/event_sources/src/kinesis_streams.py"
     ```
 
-=== "kinesisStreamEvent.json"
+=== "Kinesis streams Example Event"
     ```json
     --8<-- "examples/event_sources/events/kinesisStreamEvent.json"
     ```
@@ -582,7 +582,7 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
 === "Transforming streaming records"
 
-    ```python hl_lines="2-3 12 28"
+    ```python hl_lines="2-3 10 12"
     --8<-- "examples/event_sources/src/kinesis_firehose_delivery_stream.py"
     ```
 
@@ -591,7 +591,7 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
 === "Dropping invalid records"
 
-    ```python hl_lines="5-6 16 34"
+    ```python hl_lines="5-6 14 16"
     --8<-- "examples/event_sources/src/kinesis_firehose_response_drop.py"
     ```
 
@@ -599,7 +599,7 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
 === "Indicating a processing failure"
 
-    ```python hl_lines="2-3 33"
+    ```python hl_lines="2-3 11 33"
     --8<-- "examples/event_sources/src/kinesis_firehose_response_exception.py"
     ```
 
@@ -612,60 +612,49 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
 ### Lambda Function URL
 
+[Lambda Function URLs](https://docs.aws.amazon.com/lambda/latest/dg/urls-invocation.html) provide a direct HTTP endpoint for invoking Lambda functions. This feature allows functions to receive and process HTTP requests without the need for additional services like API Gateway.
+
 === "app.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, LambdaFunctionUrlEvent
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/lambdaFunctionUrl.py"
+    ```
 
-    @event_source(data_class=LambdaFunctionUrlEvent)
-    def lambda_handler(event: LambdaFunctionUrlEvent, context):
-        do_something_with(event.body)
+=== "Lambda Function URL Example Event"
+    ```json
+    --8<-- "examples/event_sources/events/lambdaFunctionUrlEvent.json"
     ```
 
 ### Rabbit MQ
 
-It is used for [Rabbit MQ payloads](https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html){target="_blank"}, also see
+It is used for [Rabbit MQ payloads](https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html){target="_blank"}. See
 the [blog post](https://aws.amazon.com/blogs/compute/using-amazon-mq-for-rabbitmq-as-an-event-source-for-lambda/){target="_blank"}
 for more details.
 
 === "app.py"
 
-    ```python hl_lines="4-5 9-10"
-    from typing import Dict
-
-    from aws_lambda_powertools import Logger
-    from aws_lambda_powertools.utilities.data_classes import event_source
-    from aws_lambda_powertools.utilities.data_classes.rabbit_mq_event import RabbitMQEvent
-
-    logger = Logger()
+    ```python hl_lines="5 10"
+    --8<-- "examples/event_sources/src/rabbit_mq_example.py"
+    ```
 
-    @event_source(data_class=RabbitMQEvent)
-    def lambda_handler(event: RabbitMQEvent, context):
-        for queue_name, messages in event.rmq_messages_by_queue.items():
-            logger.debug(f"Messages for queue: {queue_name}")
-            for message in messages:
-                logger.debug(f"MessageID: {message.basic_properties.message_id}")
-                data: Dict = message.json_data
-                logger.debug("Process json in base64 encoded data str", data)
+=== "Rabbit MQ Example Event"
+    ```json
+    --8<-- "examples/event_sources/events/rabbitMQEvent.json"
     ```
 
 ### S3
 
-=== "app.py"
-
-    ```python
-    from urllib.parse import unquote_plus
-    from aws_lambda_powertools.utilities.data_classes import event_source, S3Event
+Integration with Amazon S3 enables automatic, serverless processing of object-level events in S3 buckets. When triggered by actions like object creation or deletion, Lambda functions receive detailed event information, allowing for real-time file processing, data transformations, and automated workflows.
 
-    @event_source(data_class=S3Event)
-    def lambda_handler(event: S3Event, context):
-        bucket_name = event.bucket_name
+=== "app.py"
 
-        # Multiple records can be delivered in a single event
-        for record in event.records:
-            object_key = unquote_plus(record.s3.get_object.key)
+    ```python hl_lines="3 6"
+    --8<-- "examples/event_sources/src/s3Event.py"
+    ```
 
-            do_something_with(f"{bucket_name}/{object_key}")
+=== "S3 Example Event"
+    ```json
+    --8<-- "examples/event_sources/events/s3Event.json"
     ```
 
 ### S3 Batch Operations
@@ -678,54 +667,42 @@ This example is based on the AWS S3 Batch Operations documentation [Example Lamb
     --8<-- "examples/event_sources/src/s3_batch_operation.py"
     ```
 
+=== "S3 Batch Operations Example Event"
+
+    ```json
+    --8<-- "examples/event_sources/events/s3BatchOperationEventSchemaV2.json"
+    ```
+
 ### S3 Object Lambda
 
 This example is based on the AWS Blog post [Introducing Amazon S3 Object Lambda – Use Your Code to Process Data as It Is Being Retrieved from S3](https://aws.amazon.com/blogs/aws/introducing-amazon-s3-object-lambda-use-your-code-to-process-data-as-it-is-being-retrieved-from-s3/){target="_blank"}.
 
 === "app.py"
 
-    ```python  hl_lines="5-6 12 14"
-    import boto3
-    import requests
-
-    from aws_lambda_powertools import Logger
-    from aws_lambda_powertools.logging.correlation_paths import S3_OBJECT_LAMBDA
-    from aws_lambda_powertools.utilities.data_classes.s3_object_event import S3ObjectLambdaEvent
-
-    logger = Logger()
-    session = boto3.session.Session()
-    s3 = session.client("s3")
-
-    @logger.inject_lambda_context(correlation_id_path=S3_OBJECT_LAMBDA, log_event=True)
-    def lambda_handler(event, context):
-        event = S3ObjectLambdaEvent(event)
-
-        # Get object from S3
-        response = requests.get(event.input_s3_url)
-        original_object = response.content.decode("utf-8")
-
-        # Make changes to the object about to be returned
-        transformed_object = original_object.upper()
+    ```python hl_lines="5 6 13 15"
+    --8<-- "examples/event_sources/src/s3_object_lambda.py"
+    ```
 
-        # Write object back to S3 Object Lambda
-        s3.write_get_object_response(
-            Body=transformed_object, RequestRoute=event.request_route, RequestToken=event.request_token
-        )
+=== "S3 Object Lambda Example Event"
 
-        return {"status_code": 200}
+    ```json
+    --8<-- "examples/event_sources/events/s3ObjectEvent.json"
     ```
 
 ### S3 EventBridge Notification
 
+[S3 EventBridge notifications](https://docs.aws.amazon.com/AmazonS3/latest/userguide/EventBridge.html) enhance Lambda's ability to process S3 events by routing them through Amazon EventBridge. This integration offers advanced filtering, multiple destination support, and standardized CloudEvents format.
+
 === "app.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, S3EventBridgeNotificationEvent
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/s3_event_bridge.py"
+    ```
+
+=== "S3 EventBridge Notification Example Event"
 
-    @event_source(data_class=S3EventBridgeNotificationEvent)
-    def lambda_handler(event: S3EventBridgeNotificationEvent, context):
-        bucket_name = event.detail.bucket.name
-        file_key = event.detail.object.key
+    ```json
+    --8<-- "examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json"
     ```
 
 ### Secrets Manager
@@ -746,50 +723,50 @@ AWS Secrets Manager rotation uses an AWS Lambda function to update the secret. [
 
 ### SES
 
+The integration with Simple Email Service (SES) enables serverless email processing. When configured, SES can trigger Lambda functions in response to incoming emails or delivery status notifications. The Lambda function receives an SES event containing details like sender, recipients, and email content.
+
 === "app.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, SESEvent
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/ses_event.py"
+    ```
 
-    @event_source(data_class=SESEvent)
-    def lambda_handler(event: SESEvent, context):
-        # Multiple records can be delivered in a single event
-        for record in event.records:
-            mail = record.ses.mail
-            common_headers = mail.common_headers
+=== "SES Example Event"
 
-            do_something_with(common_headers.to, common_headers.subject)
+    ```json
+    --8<-- "tests/events/sesEvent.json"
     ```
 
 ### SNS
 
+The integration with Simple Notification Service (SNS) enables serverless message processing. When configured, SNS can trigger Lambda functions in response to published messages or notifications. The Lambda function receives an SNS event containing details like the message body, subject, and metadata.
+
 === "app.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, SNSEvent
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/sns_event.py"
+    ```
 
-    @event_source(data_class=SNSEvent)
-    def lambda_handler(event: SNSEvent, context):
-        # Multiple records can be delivered in a single event
-        for record in event.records:
-            message = record.sns.message
-            subject = record.sns.subject
+=== "SNS Example Event"
 
-            do_something_with(subject, message)
+    ```json
+    --8<-- "tests/events/snsEvent.json"
     ```
 
 ### SQS
 
+The integration with Simple Queue Service (SQS) enables serverless queue processing. When configured, SQS can trigger Lambda functions in response to messages in the queue. The Lambda function receives an SQS event containing details like message body, attributes, and metadata.
+
 === "app.py"
 
-    ```python
-    from aws_lambda_powertools.utilities.data_classes import event_source, SQSEvent
+    ```python hl_lines="1 4"
+    --8<-- "examples/event_sources/src/sqs_event.py"
+    ```
+
+=== "SQS Example Event"
 
-    @event_source(data_class=SQSEvent)
-    def lambda_handler(event: SQSEvent, context):
-        # Multiple records can be delivered in a single event
-        for record in event.records:
-            do_something_with(record.body)
+    ```json
+    --8<-- "tests/events/sqsEvent.json"
     ```
 
 ### VPC Lattice V2
@@ -851,4 +828,3 @@ However, certain events may contain sensitive fields such as `secret_access_key`
     ```json hl_lines="16 17 18"
     --8<-- "examples/event_sources/src/debugging_output.json"
     ```
-    ```
diff --git a/examples/event_sources/events/lambdaFunctionUrlEvent.json b/examples/event_sources/events/lambdaFunctionUrlEvent.json
new file mode 100644
index 00000000000..da5c133e6f8
--- /dev/null
+++ b/examples/event_sources/events/lambdaFunctionUrlEvent.json
@@ -0,0 +1,47 @@
+{
+   "version":"2.0",
+   "routeKey":"$default",
+   "rawPath":"/",
+   "rawQueryString":"",
+   "headers":{
+      "sec-fetch-mode":"navigate",
+      "x-amzn-tls-version":"TLSv1.2",
+      "sec-fetch-site":"cross-site",
+      "accept-language":"pt-BR,pt;q=0.9",
+      "x-forwarded-proto":"https",
+      "x-forwarded-port":"443",
+      "x-forwarded-for":"123.123.123.123",
+      "sec-fetch-user":"?1",
+      "accept":"text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
+      "x-amzn-tls-cipher-suite":"ECDHE-RSA-AES128-GCM-SHA256",
+      "sec-ch-ua":"\" Not A;Brand\";v=\"99\", \"Chromium\";v=\"102\", \"Google Chrome\";v=\"102\"",
+      "sec-ch-ua-mobile":"?0",
+      "x-amzn-trace-id":"Root=1-62ecd163-5f302e550dcde3b12402207d",
+      "sec-ch-ua-platform":"\"Linux\"",
+      "host":"<url-id>.lambda-url.us-east-1.on.aws",
+      "upgrade-insecure-requests":"1",
+      "cache-control":"max-age=0",
+      "accept-encoding":"gzip, deflate, br",
+      "sec-fetch-dest":"document",
+      "user-agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.0.0 Safari/537.36"
+   },
+   "requestContext":{
+      "accountId":"anonymous",
+      "apiId":"<url-id>",
+      "domainName":"<url-id>.lambda-url.us-east-1.on.aws",
+      "domainPrefix":"<url-id>",
+      "http":{
+         "method":"GET",
+         "path":"/",
+         "protocol":"HTTP/1.1",
+         "sourceIp":"123.123.123.123",
+         "userAgent":"agent"
+      },
+      "requestId":"id",
+      "routeKey":"$default",
+      "stage":"$default",
+      "time":"05/Aug/2022:08:14:39 +0000",
+      "timeEpoch":1659687279885
+   },
+   "isBase64Encoded":false
+}
diff --git a/examples/event_sources/events/rabbitMQEvent.json b/examples/event_sources/events/rabbitMQEvent.json
new file mode 100644
index 00000000000..5b1d998459f
--- /dev/null
+++ b/examples/event_sources/events/rabbitMQEvent.json
@@ -0,0 +1,51 @@
+{
+  "eventSource": "aws:rmq",
+  "eventSourceArn": "arn:aws:mq:us-west-2:112556298976:broker:pizzaBroker:b-9bcfa592-423a-4942-879d-eb284b418fc8",
+  "rmqMessagesByQueue": {
+    "pizzaQueue::/": [
+      {
+        "basicProperties": {
+          "contentType": "text/plain",
+          "contentEncoding": null,
+          "headers": {
+            "header1": {
+              "bytes": [
+                118,
+                97,
+                108,
+                117,
+                101,
+                49
+              ]
+            },
+            "header2": {
+              "bytes": [
+                118,
+                97,
+                108,
+                117,
+                101,
+                50
+              ]
+            },
+            "numberInHeader": 10
+          },
+          "deliveryMode": 1,
+          "priority": 34,
+          "correlationId": null,
+          "replyTo": null,
+          "expiration": "60000",
+          "messageId": null,
+          "timestamp": "Jan 1, 1970, 12:33:41 AM",
+          "type": null,
+          "userId": "1234",
+          "appId": null,
+          "clusterId": null,
+          "bodySize": 80
+        },
+        "redelivered": false,
+        "data": "eyJ0aW1lb3V0IjowLCJkYXRhIjoiQ1pybWYwR3c4T3Y0YnFMUXhENEUifQ=="
+      }
+    ]
+  }
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3BatchOperationEventSchemaV2.json b/examples/event_sources/events/s3BatchOperationEventSchemaV2.json
new file mode 100644
index 00000000000..720dd1f0cf0
--- /dev/null
+++ b/examples/event_sources/events/s3BatchOperationEventSchemaV2.json
@@ -0,0 +1,19 @@
+{
+  "invocationSchemaVersion": "2.0",
+  "invocationId": "YXNkbGZqYWRmaiBhc2RmdW9hZHNmZGpmaGFzbGtkaGZza2RmaAo",
+  "job": {
+    "id": "f3cc4f60-61f6-4a2b-8a21-d07600c373ce",
+    "userArguments": {
+      "k1": "v1",
+      "k2": "v2"
+    }
+  },
+  "tasks": [
+    {
+      "taskId": "dGFza2lkZ29lc2hlcmUK",
+      "s3Key": "prefix/dataset/dataset.20231222.json.gz",
+      "s3VersionId": null,
+      "s3Bucket": "powertools-dataset"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3Event.json b/examples/event_sources/events/s3Event.json
new file mode 100644
index 00000000000..71eff8db743
--- /dev/null
+++ b/examples/event_sources/events/s3Event.json
@@ -0,0 +1,38 @@
+{
+  "Records": [
+    {
+      "eventVersion": "2.1",
+      "eventSource": "aws:s3",
+      "awsRegion": "us-east-2",
+      "eventTime": "2019-09-03T19:37:27.192Z",
+      "eventName": "ObjectCreated:Put",
+      "userIdentity": {
+        "principalId": "123"
+      },
+      "requestParameters": {
+        "sourceIPAddress": "205.255.255.255"
+      },
+      "responseElements": {
+        "x-amz-request-id": "D82B88E5F771F645",
+        "x-amz-id-2": "vlR7PnpV2Ce81l0PRw6jlUpck7Jo5ZsQjryTjKlc5aLWGVHPZLj5NeC6qMa0emYBDXOo6QBU0Wo="
+      },
+      "s3": {
+        "s3SchemaVersion": "1.0",
+        "configurationId": "828aa6fc-f7b5-4305-8584-487c791949c1",
+        "bucket": {
+          "name": "lambda-artifacts-deafc19498e3f2df",
+          "ownerIdentity": {
+            "principalId": "123"
+          },
+          "arn": "arn:aws:s3:::lambda-artifacts-deafc19498e3f2df"
+        },
+        "object": {
+          "key": "b21b84d653bb07b05b1e6b33684dc11b",
+          "size": 1305107,
+          "eTag": "b21b84d653bb07b05b1e6b33684dc11b",
+          "sequencer": "0C0F6F405D6ED209E1"
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json b/examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json
new file mode 100644
index 00000000000..99b859484ac
--- /dev/null
+++ b/examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json
@@ -0,0 +1,28 @@
+{
+    "version": "0",
+    "id": "f5f1e65c-dc3a-93ca-6c1e-b1647eac7963",
+    "detail-type": "Object Created",
+    "source": "aws.s3",
+    "account": "123456789012",
+    "time": "2023-03-08T17:50:14Z",
+    "region": "eu-west-1",
+    "resources": [
+        "arn:aws:s3:::example-bucket"
+    ],
+    "detail": {
+        "version": "0",
+        "bucket": {
+            "name": "example-bucket"
+        },
+        "object": {
+            "key": "img.jpg",
+            "size": 184662,
+            "etag": "4e68adba0abe2dc8653dc3354e14c01d",
+            "sequencer": "006408CAD69598B05E"
+        },
+        "request-id": "57H08PA84AB1JZW0",
+        "requester": "123456789012",
+        "source-ip-address": "34.252.34.74",
+        "reason": "PutObject"
+    }
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3ObjectEvent.json b/examples/event_sources/events/s3ObjectEvent.json
new file mode 100644
index 00000000000..afec46fecca
--- /dev/null
+++ b/examples/event_sources/events/s3ObjectEvent.json
@@ -0,0 +1,29 @@
+{
+    "xAmzRequestId": "1a5ed718-5f53-471d-b6fe-5cf62d88d02a",
+    "getObjectContext": {
+        "inputS3Url": "https://myap-123412341234.s3-accesspoint.us-east-1.amazonaws.com/s3.txt?X-Amz-Security-Token=...",
+        "outputRoute": "io-iad-cell001",
+        "outputToken": "..."
+    },
+    "configuration": {
+        "accessPointArn": "arn:aws:s3-object-lambda:us-east-1:123412341234:accesspoint/myolap",
+        "supportingAccessPointArn": "arn:aws:s3:us-east-1:123412341234:accesspoint/myap",
+        "payload": "test"
+    },
+    "userRequest": {
+        "url": "/s3.txt",
+        "headers": {
+            "Host": "myolap-123412341234.s3-object-lambda.us-east-1.amazonaws.com",
+            "Accept-Encoding": "identity",
+            "X-Amz-Content-SHA256": "e3b0c44297fc1c149afbf4c8995fb92427ae41e4649b934ca495991b7852b855"
+        }
+    },
+    "userIdentity": {
+        "type": "IAMUser",
+        "principalId": "...",
+        "arn": "arn:aws:iam::123412341234:user/myuser",
+        "accountId": "123412341234",
+        "accessKeyId": "..."
+    },
+    "protocolVersion": "1.00"
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/sesEvent.json b/examples/event_sources/events/sesEvent.json
new file mode 100644
index 00000000000..636ecad687f
--- /dev/null
+++ b/examples/event_sources/events/sesEvent.json
@@ -0,0 +1,101 @@
+{
+  "Records": [
+    {
+      "eventVersion": "1.0",
+      "ses": {
+        "mail": {
+          "commonHeaders": {
+            "from": [
+              "Jane Doe <janedoe@example.com>"
+            ],
+            "to": [
+              "johndoe@example.com"
+            ],
+            "returnPath": "janedoe@example.com",
+            "messageId": "<0123456789example.com>",
+            "date": "Wed, 7 Oct 2015 12:34:56 -0700",
+            "subject": "Test Subject"
+          },
+          "source": "janedoe@example.com",
+          "timestamp": "1970-01-01T00:00:00.000Z",
+          "destination": [
+            "johndoe@example.com"
+          ],
+          "headers": [
+            {
+              "name": "Return-Path",
+              "value": "<janedoe@example.com>"
+            },
+            {
+              "name": "Received",
+              "value": "from mailer.example.com (mailer.example.com [203.0.113.1]) by ..."
+            },
+            {
+              "name": "DKIM-Signature",
+              "value": "v=1; a=rsa-sha256; c=relaxed/relaxed; d=example.com; s=example; ..."
+            },
+            {
+              "name": "MIME-Version",
+              "value": "1.0"
+            },
+            {
+              "name": "From",
+              "value": "Jane Doe <janedoe@example.com>"
+            },
+            {
+              "name": "Date",
+              "value": "Wed, 7 Oct 2015 12:34:56 -0700"
+            },
+            {
+              "name": "Message-ID",
+              "value": "<0123456789example.com>"
+            },
+            {
+              "name": "Subject",
+              "value": "Test Subject"
+            },
+            {
+              "name": "To",
+              "value": "johndoe@example.com"
+            },
+            {
+              "name": "Content-Type",
+              "value": "text/plain; charset=UTF-8"
+            }
+          ],
+          "headersTruncated": false,
+          "messageId": "o3vrnil0e2ic28tr"
+        },
+        "receipt": {
+          "recipients": [
+            "johndoe@example.com"
+          ],
+          "timestamp": "1970-01-01T00:00:00.000Z",
+          "spamVerdict": {
+            "status": "PASS"
+          },
+          "dkimVerdict": {
+            "status": "PASS"
+          },
+          "dmarcPolicy": "reject",
+          "processingTimeMillis": 574,
+          "action": {
+            "type": "Lambda",
+            "invocationType": "Event",
+            "functionArn": "arn:aws:lambda:us-west-2:012345678912:function:Example"
+          },
+          "dmarcVerdict": {
+            "status": "PASS"
+          },
+          "spfVerdict": {
+            "status": "PASS"
+          },
+          "virusVerdict": {
+            "status": "PASS"
+          }
+        }
+      },
+      "eventSource": "aws:ses"
+    }
+  ]
+}
diff --git a/examples/event_sources/events/snsEvent.json b/examples/event_sources/events/snsEvent.json
new file mode 100644
index 00000000000..3d8a8ed443c
--- /dev/null
+++ b/examples/event_sources/events/snsEvent.json
@@ -0,0 +1,31 @@
+{
+  "Records": [
+    {
+      "EventVersion": "1.0",
+      "EventSubscriptionArn": "arn:aws:sns:us-east-2:123456789012:sns-la ...",
+      "EventSource": "aws:sns",
+      "Sns": {
+        "SignatureVersion": "1",
+        "Timestamp": "2019-01-02T12:45:07.000Z",
+        "Signature": "tcc6faL2yUC6dgZdmrwh1Y4cGa/ebXEkAi6RibDsvpi+tE/1+82j...65r==",
+        "SigningCertUrl": "https://sns.us-east-2.amazonaws.com/SimpleNotification",
+        "MessageId": "95df01b4-ee98-5cb9-9903-4c221d41eb5e",
+        "Message": "Hello from SNS!",
+        "MessageAttributes": {
+          "Test": {
+            "Type": "String",
+            "Value": "TestString"
+          },
+          "TestBinary": {
+            "Type": "Binary",
+            "Value": "TestBinary"
+          }
+        },
+        "Type": "Notification",
+        "UnsubscribeUrl": "https://sns.us-east-2.amazonaws.com/?Action=Unsubscribe",
+        "TopicArn": "arn:aws:sns:us-east-2:123456789012:sns-lambda",
+        "Subject": "TestInvoke"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/events/sqsEvent.json b/examples/event_sources/events/sqsEvent.json
new file mode 100644
index 00000000000..4ca764cc0ba
--- /dev/null
+++ b/examples/event_sources/events/sqsEvent.json
@@ -0,0 +1,42 @@
+{
+  "Records": [
+    {
+      "messageId": "059f36b4-87a3-44ab-83d2-661975830a7d",
+      "receiptHandle": "AQEBwJnKyrHigUMZj6rYigCgxlaS3SLy0a...",
+      "body": "Test message.",
+      "attributes": {
+        "ApproximateReceiveCount": "1",
+        "SentTimestamp": "1545082649183",
+        "SenderId": "1234",
+        "ApproximateFirstReceiveTimestamp": "1545082649185"
+      },
+      "messageAttributes": {
+        "testAttr": {
+          "stringValue": "100",
+          "binaryValue": "base64Str",
+          "dataType": "Number"
+        }
+      },
+      "md5OfBody": "e4e68fb7bd0e697a0ae8f1bb342846b3",
+      "eventSource": "aws:sqs",
+      "eventSourceARN": "arn:aws:sqs:us-east-2:123456789012:my-queue",
+      "awsRegion": "us-east-2"
+    },
+    {
+      "messageId": "2e1424d4-f796-459a-8184-9c92662be6da",
+      "receiptHandle": "AQEBzWwaftRI0KuVm4tP+/7q1rGgNqicHq...",
+      "body": "{\"message\": \"foo1\"}",
+      "attributes": {
+        "ApproximateReceiveCount": "1",
+        "SentTimestamp": "1545082650636",
+        "SenderId": "1234",
+        "ApproximateFirstReceiveTimestamp": "1545082650649"
+      },
+      "messageAttributes": {},
+      "md5OfBody": "e4e68fb7bd0e697a0ae8f1bb342846b3",
+      "eventSource": "aws:sqs",
+      "eventSourceARN": "arn:aws:sqs:us-east-2:123456789012:my-queue",
+      "awsRegion": "us-east-2"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/examples/event_sources/src/lambdaFunctionUrl.py b/examples/event_sources/src/lambdaFunctionUrl.py
new file mode 100644
index 00000000000..f518d825680
--- /dev/null
+++ b/examples/event_sources/src/lambdaFunctionUrl.py
@@ -0,0 +1,7 @@
+from aws_lambda_powertools.utilities.data_classes import LambdaFunctionUrlEvent, event_source
+
+
+@event_source(data_class=LambdaFunctionUrlEvent)
+def lambda_handler(event: LambdaFunctionUrlEvent, context):
+    if event.request_context.http.method == "GET":
+        return {"statusCode": 200, "body": "Hello World!"}
diff --git a/examples/event_sources/src/rabbit_mq_example.py b/examples/event_sources/src/rabbit_mq_example.py
new file mode 100644
index 00000000000..998f012fdba
--- /dev/null
+++ b/examples/event_sources/src/rabbit_mq_example.py
@@ -0,0 +1,21 @@
+from typing import Dict
+
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.data_classes import event_source
+from aws_lambda_powertools.utilities.data_classes.rabbit_mq_event import RabbitMQEvent
+
+logger = Logger()
+
+
+@event_source(data_class=RabbitMQEvent)
+def lambda_handler(event: RabbitMQEvent, context):
+    for queue_name, messages in event.rmq_messages_by_queue.items():
+        logger.debug(f"Messages for queue: {queue_name}")
+        for message in messages:
+            logger.debug(f"MessageID: {message.basic_properties.message_id}")
+            data: Dict = message.json_data
+            logger.debug(f"Process json in base64 encoded data str {data}")
+    return {
+        "queue_name": queue_name,
+        "message_id": message.basic_properties.message_id,
+    }
diff --git a/examples/event_sources/src/s3Event.py b/examples/event_sources/src/s3Event.py
new file mode 100644
index 00000000000..2307bdfc5e0
--- /dev/null
+++ b/examples/event_sources/src/s3Event.py
@@ -0,0 +1,18 @@
+from urllib.parse import unquote_plus
+
+from aws_lambda_powertools.utilities.data_classes import S3Event, event_source
+
+
+@event_source(data_class=S3Event)
+def lambda_handler(event: S3Event, context):
+    bucket_name = event.bucket_name
+
+    # Multiple records can be delivered in a single event
+    for record in event.records:
+        object_key = unquote_plus(record.s3.get_object.key)
+        object_etag = record.s3.get_object.etag
+    return {
+        "bucket": bucket_name,
+        "object_key": object_key,
+        "object_etag": object_etag,
+    }
diff --git a/examples/event_sources/src/s3_event_bridge.py b/examples/event_sources/src/s3_event_bridge.py
new file mode 100644
index 00000000000..425c144bfd8
--- /dev/null
+++ b/examples/event_sources/src/s3_event_bridge.py
@@ -0,0 +1,13 @@
+from aws_lambda_powertools.utilities.data_classes import S3EventBridgeNotificationEvent, event_source
+
+
+@event_source(data_class=S3EventBridgeNotificationEvent)
+def lambda_handler(event: S3EventBridgeNotificationEvent, context):
+    bucket_name = event.detail.bucket.name
+    file_key = event.detail.object.key
+    if event.detail_type == "Object Created":
+        print(f"Object {file_key} created in bucket {bucket_name}")
+    return {
+        "bucket": bucket_name,
+        "file_key": file_key,
+    }
diff --git a/examples/event_sources/src/s3_object_lambda.py b/examples/event_sources/src/s3_object_lambda.py
new file mode 100644
index 00000000000..11e20287191
--- /dev/null
+++ b/examples/event_sources/src/s3_object_lambda.py
@@ -0,0 +1,31 @@
+import boto3
+import requests
+
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.logging.correlation_paths import S3_OBJECT_LAMBDA
+from aws_lambda_powertools.utilities.data_classes.s3_object_event import S3ObjectLambdaEvent
+
+logger = Logger()
+session = boto3.session.Session()
+s3 = session.client("s3")
+
+
+@logger.inject_lambda_context(correlation_id_path=S3_OBJECT_LAMBDA, log_event=True)
+def lambda_handler(event, context):
+    event = S3ObjectLambdaEvent(event)
+
+    # Get object from S3
+    response = requests.get(event.input_s3_url)
+    original_object = response.content.decode("utf-8")
+
+    # Make changes to the object about to be returned
+    transformed_object = original_object.upper()
+
+    # Write object back to S3 Object Lambda
+    s3.write_get_object_response(
+        Body=transformed_object,
+        RequestRoute=event.request_route,
+        RequestToken=event.request_token,
+    )
+
+    return {"status_code": 200}
diff --git a/examples/event_sources/src/ses_event.py b/examples/event_sources/src/ses_event.py
new file mode 100644
index 00000000000..690bfd2f7bc
--- /dev/null
+++ b/examples/event_sources/src/ses_event.py
@@ -0,0 +1,13 @@
+from aws_lambda_powertools.utilities.data_classes import SESEvent, event_source
+
+
+@event_source(data_class=SESEvent)
+def lambda_handler(event: SESEvent, context):
+    # Multiple records can be delivered in a single event
+    for record in event.records:
+        mail = record.ses.mail
+        common_headers = mail.common_headers
+    return {
+        "mail": mail,
+        "common_headers": common_headers,
+    }
diff --git a/examples/event_sources/src/sns_event.py b/examples/event_sources/src/sns_event.py
new file mode 100644
index 00000000000..a45e02b1e24
--- /dev/null
+++ b/examples/event_sources/src/sns_event.py
@@ -0,0 +1,13 @@
+from aws_lambda_powertools.utilities.data_classes import SNSEvent, event_source
+
+
+@event_source(data_class=SNSEvent)
+def lambda_handler(event: SNSEvent, context):
+    # Multiple records can be delivered in a single event
+    for record in event.records:
+        message = record.sns.message
+        subject = record.sns.subject
+    return {
+        "message": message,
+        "subject": subject,
+    }
diff --git a/examples/event_sources/src/sqs_event.py b/examples/event_sources/src/sqs_event.py
new file mode 100644
index 00000000000..b76b1bfd360
--- /dev/null
+++ b/examples/event_sources/src/sqs_event.py
@@ -0,0 +1,13 @@
+from aws_lambda_powertools.utilities.data_classes import SQSEvent, event_source
+
+
+@event_source(data_class=SQSEvent)
+def lambda_handler(event: SQSEvent, context):
+    # Multiple records can be delivered in a single event
+    for record in event.records:
+        message = record.body
+        message_id = record.message_id
+    return {
+        "message": message,
+        "message_id": message_id,
+    }

From 92363ac8b2d61d48182fa7875b55c58546ddabc4 Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Fri, 24 Jan 2025 17:06:34 -0300
Subject: [PATCH 6/7] fix mypy and use events from tests

---
 docs/utilities/data_classes.md                |  76 ++++++-------
 examples/event_sources/events/albEvent.json   |  28 -----
 .../apiGatewayAuthorizerRequestEvent.json     |  29 -----
 .../apiGatewayAuthorizerTokenEvent.json       |   5 -
 .../events/apiGatewayAuthorizerV2Event.json   |  52 ---------
 .../events/apiGatewayProxyV2Event.json        |  69 ------------
 .../events/appSyncAuthorizerEvent.json        |  13 ---
 .../events/appSyncResolverEvent.json          |  71 ------------
 .../events/awsConfigRuleScheduled.json        |  13 ---
 .../aws_config_rule_scheduled.json            |   0
 .../events/bedrockAgentEvent.json             |  16 ---
 .../cloudWatchAlarmEventSingleMetric.json     |  59 ----------
 .../events/cloudWatchDashboardEvent.json      |  38 -------
 .../events/cloudWatchLogEvent.json            |   5 -
 .../cloudformationCustomResourceCreate.json   |  13 ---
 .../events/codeDeployLifecycleHookEvent.json  |   4 -
 .../events/codePipelineEvent.json             |  34 ------
 .../cognitoCreateAuthChallengeEvent.json      |  29 -----
 .../cognitoDefineAuthChallengeEvent.json      |  32 ------
 .../events/cognitoPostConfirmationEvent.json  |  18 ----
 ...gnitoVerifyAuthChallengeResponseEvent.json |  28 -----
 .../events/connectContactFlowEventAll.json    |  41 -------
 .../{src => events}/debugging_event.json      |   0
 .../{src => events}/debugging_output.json     |   0
 .../events/dynamoStreamEvent.json             |  65 -----------
 .../events/eventBridgeEvent.json              |  17 ---
 .../event_sources/events/kafkaEventMsk.json   |  35 ------
 .../events/kinesisFirehoseKinesisEvent.json   |  32 ------
 .../kinesisStreamCloudWatchLogsEvent.json     |  36 -------
 .../events/kinesisStreamEvent.json            |  36 -------
 .../events/lambdaFunctionUrlEvent.json        |  47 --------
 .../event_sources/events/rabbitMQEvent.json   |  51 ---------
 .../events/s3BatchOperationEventSchemaV2.json |  19 ----
 examples/event_sources/events/s3Event.json    |  38 -------
 ...tBridgeNotificationObjectCreatedEvent.json |  28 -----
 examples/event_sources/events/sesEvent.json   | 101 ------------------
 examples/event_sources/events/snsEvent.json   |  31 ------
 examples/event_sources/events/sqsEvent.json   |  42 --------
 .../{src => events}/vpc_lattice_payload.json  |   0
 .../vpc_lattice_v2_payload.json               |   0
 .../src/aws_config_rule_item_changed.json     |  13 ---
 .../src/aws_config_rule_oversized.json        |  12 ---
 .../event_sources/src/cloudWatchDashboard.py  |  15 ++-
 .../src/codedeploy_lifecycle_hook.py          |   2 +-
 .../event_sources/src/cognito_define_auth.py  |  41 +++----
 .../src/dynamodb_multiple_records.py          |   9 +-
 examples/event_sources/src/kafka_event.py     |   2 +-
 examples/event_sources/src/kinesis_streams.py |  15 +--
 .../src/secrets_manager_event.json            |   5 -
 49 files changed, 87 insertions(+), 1278 deletions(-)
 delete mode 100644 examples/event_sources/events/albEvent.json
 delete mode 100644 examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json
 delete mode 100644 examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json
 delete mode 100644 examples/event_sources/events/apiGatewayAuthorizerV2Event.json
 delete mode 100644 examples/event_sources/events/apiGatewayProxyV2Event.json
 delete mode 100644 examples/event_sources/events/appSyncAuthorizerEvent.json
 delete mode 100644 examples/event_sources/events/appSyncResolverEvent.json
 delete mode 100644 examples/event_sources/events/awsConfigRuleScheduled.json
 rename examples/event_sources/{src => events}/aws_config_rule_scheduled.json (100%)
 delete mode 100644 examples/event_sources/events/bedrockAgentEvent.json
 delete mode 100644 examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json
 delete mode 100644 examples/event_sources/events/cloudWatchDashboardEvent.json
 delete mode 100644 examples/event_sources/events/cloudWatchLogEvent.json
 delete mode 100644 examples/event_sources/events/cloudformationCustomResourceCreate.json
 delete mode 100644 examples/event_sources/events/codeDeployLifecycleHookEvent.json
 delete mode 100644 examples/event_sources/events/codePipelineEvent.json
 delete mode 100644 examples/event_sources/events/cognitoCreateAuthChallengeEvent.json
 delete mode 100644 examples/event_sources/events/cognitoDefineAuthChallengeEvent.json
 delete mode 100644 examples/event_sources/events/cognitoPostConfirmationEvent.json
 delete mode 100644 examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json
 delete mode 100644 examples/event_sources/events/connectContactFlowEventAll.json
 rename examples/event_sources/{src => events}/debugging_event.json (100%)
 rename examples/event_sources/{src => events}/debugging_output.json (100%)
 delete mode 100644 examples/event_sources/events/dynamoStreamEvent.json
 delete mode 100644 examples/event_sources/events/eventBridgeEvent.json
 delete mode 100644 examples/event_sources/events/kafkaEventMsk.json
 delete mode 100644 examples/event_sources/events/kinesisFirehoseKinesisEvent.json
 delete mode 100644 examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json
 delete mode 100644 examples/event_sources/events/kinesisStreamEvent.json
 delete mode 100644 examples/event_sources/events/lambdaFunctionUrlEvent.json
 delete mode 100644 examples/event_sources/events/rabbitMQEvent.json
 delete mode 100644 examples/event_sources/events/s3BatchOperationEventSchemaV2.json
 delete mode 100644 examples/event_sources/events/s3Event.json
 delete mode 100644 examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json
 delete mode 100644 examples/event_sources/events/sesEvent.json
 delete mode 100644 examples/event_sources/events/snsEvent.json
 delete mode 100644 examples/event_sources/events/sqsEvent.json
 rename examples/event_sources/{src => events}/vpc_lattice_payload.json (100%)
 rename examples/event_sources/{src => events}/vpc_lattice_v2_payload.json (100%)
 delete mode 100644 examples/event_sources/src/aws_config_rule_item_changed.json
 delete mode 100644 examples/event_sources/src/aws_config_rule_oversized.json
 delete mode 100644 examples/event_sources/src/secrets_manager_event.json

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index b354408d981..6095c83c47d 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -120,7 +120,7 @@ for more details.
 === "Active MQ Example Event"
 
     ```json hl_lines="6 9 18 21"
-    --8<-- "examples/event_sources/events/active_mq_event_example.json"
+    --8<-- "tests/events/activeMQEvent.json"
     ```
 
 ### API Gateway Authorizer
@@ -138,7 +138,7 @@ Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayA
 === "API Gateway Authorizer Request Example Event"
 
     ```json hl_lines="3 11"
-    --8<-- "examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json"
+    --8<-- "tests/events/apiGatewayAuthorizerRequestEvent.json"
     ```
 
 === "app_token.py"
@@ -150,7 +150,7 @@ Use **`APIGatewayAuthorizerRequestEvent`** for type `REQUEST` and **`APIGatewayA
 === "API Gateway Authorizer Token Example Event"
 
     ```json hl_lines="2 3"
-    --8<-- "examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json"
+    --8<-- "tests/events/apiGatewayAuthorizerTokenEvent.json"
     ```
 
 ### API Gateway Authorizer V2
@@ -167,7 +167,7 @@ See also [this blog post](https://aws.amazon.com/blogs/compute/introducing-iam-a
 === "API Gateway Authorizer V2 Example Event"
 
     ```json
-    --8<-- "examples/event_sources/events/apiGatewayAuthorizerV2Event.json"
+    --8<-- "tests/events/apiGatewayAuthorizerV2Event.json"
     ```
 
 ### API Gateway Proxy
@@ -199,7 +199,7 @@ It is used for HTTP API using v2 proxy event.
 === "API Gateway Proxy V2 Example Event"
 
     ```json
-    --8<-- "examples/event_sources/events/apiGatewayProxyV2Event.json"
+    --8<-- "tests/events/apiGatewayProxyV2Event.json"
     ```
 
 ### Application Load Balancer
@@ -215,7 +215,7 @@ Is it used for [Application load balancer](https://docs.aws.amazon.com/elasticlo
 === "Application Load Balancer Example Event"
 
     ```json hl_lines="7 8"
-    --8<-- "examples/event_sources/events/albEvent.json"
+    --8<-- "tests/events/albEvent.json"
     ```
 
 ### AppSync Authorizer
@@ -233,7 +233,7 @@ or read the Amplify documentation on using [AWS Lambda for authorization](https:
 === "AppSync Authorizer Example Event"
 
     ```json
-    --8<-- "examples/event_sources/events/appSyncAuthorizerEvent.json"
+    --8<-- "tests/events/appSyncAuthorizerEvent.json"
     ```
 
 ### AppSync Resolver
@@ -252,7 +252,7 @@ The example serves as an AppSync resolver for the `locations` field of the `Merc
 === "AppSync Resolver Example Event"
 
     ```json
-    --8<-- "examples/event_sources/events/appSyncResolverEvent.json"
+    --8<-- "tests/events/appSyncResolverEvent.json"
     ```
 
 ### AWS Config Rule
@@ -266,7 +266,7 @@ The example utilizes AWSConfigRuleEvent to parse the incoming event. The functio
 
 === "ScheduledNotification Example Event"
     ```json
-    --8<-- "examples/event_sources/src/aws_config_rule_scheduled.json"
+    --8<-- "tests/events/awsConfigRuleScheduled.json"
     ```
 
 ### Bedrock Agent
@@ -281,7 +281,7 @@ The example handles [Bedrock Agent event](https://aws.amazon.com/bedrock/agents/
 
 === "Bedrock Agent Example Event"
     ```json
-    --8<-- "examples/event_sources/events/bedrockAgentEvent.json"
+    --8<-- "tests/events/bedrockAgentEvent.json"
     ```
 
 ### CloudFormation Custom Resource
@@ -296,7 +296,7 @@ The example focuses on the `Create` request type, generating a unique physical r
 
 === "CloudFormation Custom Resource Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cloudformationCustomResourceCreate.json"
+    --8<-- "tests/events/cloudformationCustomResourceCreate.json"
     ```
 
 ### CloudWatch Dashboard Custom Widget
@@ -311,7 +311,7 @@ Thie example for `CloudWatchDashboardCustomWidgetEvent` logs the dashboard name,
 
 === "CloudWatch Dashboard Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cloudWatchDashboardEvent.json"
+    --8<-- "tests/events/cloudWatchDashboardEvent.json"
     ```
 
 ### CloudWatch Alarm State Change Action
@@ -327,7 +327,7 @@ You can use the `CloudWathAlarmEvent` data class to access the fields containing
 
 === "CloudWatch Alarm Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json"
+    --8<-- "tests/events/cloudWatchAlarmEventSingleMetric.json"
     ```
 
 ### CloudWatch Logs
@@ -343,7 +343,7 @@ decompress and parse json data from the event.
 
 === "CloudWatch Logs Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cloudWatchLogEvent.json"
+    --8<-- "tests/events/cloudWatchLogEvent.json"
     ```
 
 #### Kinesis integration
@@ -358,7 +358,7 @@ decompress and parse json data from the event.
 
 === "Kinesis Stream CloudWatch Logs Example Event"
     ```json
-    --8<-- "examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json"
+    --8<-- "tests/events/kinesisStreamCloudWatchLogsEvent.json"
     ```
 
 Alternatively, you can use `extract_cloudwatch_logs_from_record` to seamless integrate with the [Batch utility](./batch.md){target="_blank"} for more robust log processing.
@@ -371,7 +371,7 @@ Alternatively, you can use `extract_cloudwatch_logs_from_record` to seamless int
 
 === "Kinesis Stream CloudWatch Logs Example Event"
     ```json
-    --8<-- "examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json"
+    --8<-- "tests/events/kinesisStreamCloudWatchLogsEvent.json"
     ```
 
 ### CodeDeploy LifeCycle Hook
@@ -388,7 +388,7 @@ to test applications at different stages of deployment.
 
 === "CodeDeploy LifeCycle Hook Example Event"
     ```json
-    --8<-- "examples/event_sources/events/codeDeployLifecycleHookEvent.json"
+    --8<-- "tests/events/codeDeployLifecycleHookEvent.json"
     ```
 
 ### CodePipeline Job
@@ -401,7 +401,7 @@ Data classes and utility functions to help create continuous delivery pipelines
     ```
 === "CodePipeline Job Example Event"
     ```json hl_lines="3 19"
-    --8<-- "examples/event_sources/events/codePipelineEvent.json"
+    --8<-- "tests/events/codePipelineEvent.json"
     ```
 
 ### Cognito User Pool
@@ -437,7 +437,7 @@ Some examples for the Cognito User Pools Lambda triggers sources:
 
 === "Cognito Post Confirmation Example Event"
     ```json hl_lines="12-14"
-    --8<-- "examples/event_sources/events/cognitoPostConfirmationEvent.json"
+    --8<-- "tests/events/cognitoPostConfirmationEvent.json"
     ```
 
 #### Define Auth Challenge Example
@@ -455,7 +455,7 @@ This example is based on the AWS Cognito docs for [Define Auth Challenge Lambda
 
 === "Cognito Define Auth Challengen Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cognitoDefineAuthChallengeEvent.json"
+    --8<-- "tests/events/cognitoDefineAuthChallengeEvent.json"
     ```
 
 #### Create Auth Challenge Example
@@ -468,9 +468,9 @@ This example is based on the AWS Cognito docs for [Create Auth Challenge Lambda
     --8<-- "examples/event_sources/src/cognito_create_auth.py"
     ```
 
-=== "Cognito Define Auth Challengen Example Event"
+=== "Cognito Create Auth Challengen Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cognitoCreateAuthChallengeEvent.json"
+    --8<-- "tests/events/cognitoCreateAuthChallengeEvent.json"
     ```
 
 #### Verify Auth Challenge Response Example
@@ -485,7 +485,7 @@ This example is based on the AWS Cognito docs for [Verify Auth Challenge Respons
 
 === "Cognito Verify Auth Challengen Example Event"
     ```json
-    --8<-- "examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json"
+    --8<-- "tests/events/cognitoVerifyAuthChallengeResponseEvent.json"
     ```
 
 ### Connect Contact Flow
@@ -500,7 +500,7 @@ The example integrates with [Amazon Connect](https://docs.aws.amazon.com/connect
 
 === "Connect Contact Flow Example Event"
     ```json
-    --8<-- "examples/event_sources/events/connectContactFlowEventAll.json"
+    --8<-- "tests/events/connectContactFlowEventAll.json"
     ```
 
 ### DynamoDB Streams
@@ -519,7 +519,7 @@ The class automatically deserializes DynamoDB types into their equivalent Python
     ```
 === "DynamoDB Streams Example Event"
     ```json
-    --8<-- "examples/event_sources/events/dynamoStreamEvent.json"
+    --8<-- "tests/events/dynamoStreamEvent.json"
     ```
 
 ### EventBridge
@@ -534,7 +534,7 @@ The class automatically deserializes DynamoDB types into their equivalent Python
 
 === "EventBridge Example Event"
     ```json
-    --8<-- "examples/event_sources/events/eventBridgeEvent.json"
+    --8<-- "tests/events/eventBridgeEvent.json"
     ```
 
 ### Kafka
@@ -549,7 +549,7 @@ This example is based on the AWS docs for [Amazon MSK](https://docs.aws.amazon.c
 
 === "Kafka Example Event"
     ```json
-    --8<-- "examples/event_sources/events/kafkaEventMsk.json"
+    --8<-- "tests/events/kafkaEventMsk.json"
     ```
 
 ### Kinesis streams
@@ -565,7 +565,7 @@ or plain text, depending on the original payload.
 
 === "Kinesis streams Example Event"
     ```json
-    --8<-- "examples/event_sources/events/kinesisStreamEvent.json"
+    --8<-- "tests/events/kinesisStreamEvent.json"
     ```
 
 ### Kinesis Firehose delivery stream
@@ -605,7 +605,7 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
 === "kinesisFirehoseEvent.json"
     ```json
-    --8<-- "examples/event_sources/events/kinesisFirehoseKinesisEvent.json"
+    --8<-- "tests/events/kinesisFirehoseKinesisEvent.json"
     ```
 
 ### Lambda Function URL
@@ -620,7 +620,7 @@ To do that, you can use `KinesisFirehoseDataTransformationResponse` class along
 
 === "Lambda Function URL Example Event"
     ```json
-    --8<-- "examples/event_sources/events/lambdaFunctionUrlEvent.json"
+    --8<-- "tests/events/lambdaFunctionUrlEvent.json"
     ```
 
 ### Rabbit MQ
@@ -637,7 +637,7 @@ for more details.
 
 === "Rabbit MQ Example Event"
     ```json
-    --8<-- "examples/event_sources/events/rabbitMQEvent.json"
+    --8<-- "tests/events/rabbitMQEvent.json"
     ```
 
 ### S3
@@ -652,7 +652,7 @@ Integration with Amazon S3 enables automatic, serverless processing of object-le
 
 === "S3 Example Event"
     ```json
-    --8<-- "examples/event_sources/events/s3Event.json"
+    --8<-- "tests/events/s3Event.json"
     ```
 
 ### S3 Batch Operations
@@ -668,7 +668,7 @@ This example is based on the AWS S3 Batch Operations documentation [Example Lamb
 === "S3 Batch Operations Example Event"
 
     ```json
-    --8<-- "examples/event_sources/events/s3BatchOperationEventSchemaV2.json"
+    --8<-- "tests/events/s3BatchOperationEventSchemaV2.json"
     ```
 
 ### S3 Object Lambda
@@ -700,7 +700,7 @@ This example is based on the AWS Blog post [Introducing Amazon S3 Object Lambda
 === "S3 EventBridge Notification Example Event"
 
     ```json
-    --8<-- "examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json"
+    --8<-- "tests/events/s3EventBridgeNotificationObjectCreatedEvent.json"
     ```
 
 ### Secrets Manager
@@ -782,7 +782,7 @@ You can register your Lambda functions as targets within an Amazon VPC Lattice s
 === "Lattice Example Event"
 
     ```json
-    --8<-- "examples/event_sources/src/vpc_lattice_v2_payload.json"
+    --8<-- "examples/event_sources/events/vpc_lattice_v2_payload.json"
     ```
 
 ### VPC Lattice V1
@@ -800,7 +800,7 @@ You can register your Lambda functions as targets within an Amazon VPC Lattice s
 === "Lattice Example Event"
 
     ```json
-    --8<-- "examples/event_sources/src/vpc_lattice_payload.json"
+    --8<-- "examples/event_sources/events/vpc_lattice_payload.json"
     ```
 
 ## Advanced
@@ -820,9 +820,9 @@ However, certain events may contain sensitive fields such as `secret_access_key`
 
 === "debugging_event.json"
     ```json hl_lines="28 29"
-    --8<-- "examples/event_sources/src/debugging_event.json"
+    --8<-- "examples/event_sources/events/debugging_event.json"
     ```
 === "debugging_output.json"
     ```json hl_lines="16 17 18"
-    --8<-- "examples/event_sources/src/debugging_output.json"
+    --8<-- "examples/event_sources/events/debugging_output.json"
     ```
diff --git a/examples/event_sources/events/albEvent.json b/examples/event_sources/events/albEvent.json
deleted file mode 100644
index 9328cb39e12..00000000000
--- a/examples/event_sources/events/albEvent.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-  "requestContext": {
-    "elb": {
-      "targetGroupArn": "arn:aws:elasticloadbalancing:us-east-2:123456789012:targetgroup/lambda-279XGJDqGZ5rsrHC2Fjr/49e9d65c45c6791a"
-    }
-  },
-  "httpMethod": "GET",
-  "path": "/lambda",
-  "queryStringParameters": {
-    "query": "1234ABCD"
-  },
-  "headers": {
-    "accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
-    "accept-encoding": "gzip",
-    "accept-language": "en-US,en;q=0.9",
-    "connection": "keep-alive",
-    "host": "lambda-alb-123578498.us-east-2.elb.amazonaws.com",
-    "upgrade-insecure-requests": "1",
-    "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/71.0.3578.98 Safari/537.36",
-    "x-amzn-trace-id": "Root=1-5c536348-3d683b8b04734faae651f476",
-    "x-forwarded-for": "72.12.164.125",
-    "x-forwarded-port": "80",
-    "x-forwarded-proto": "http",
-    "x-imforwards": "20"
-  },
-  "body": "Test",
-  "isBase64Encoded": false
-}
diff --git a/examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json b/examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json
deleted file mode 100644
index 920258aa396..00000000000
--- a/examples/event_sources/events/apiGatewayAuthorizerRequestEvent.json
+++ /dev/null
@@ -1,29 +0,0 @@
-{
-  "version": "1.0",
-  "type": "REQUEST",
-  "methodArn": "arn:aws:execute-api:us-east-1:123456789012:abcdef123/test/GET/request",
-  "identitySource": "user1,123",
-  "resource": "/request",
-  "path": "/request",
-  "httpMethod": "GET",
-  "headers": {
-    "X-AMZ-Date": "20170718T062915Z",
-    "HeaderAuth1": "headerValue1"
-  },
-  "queryStringParameters": {
-    "QueryString1": "queryValue1"
-  },
-  "stageVariables": {
-    "StageVar1": "stageValue1"
-  },
-  "requestContext": {
-    "accountId": "123456789012",
-    "apiId": "abcdef123",
-    "httpMethod": "GET",
-    "identity": {
-      "sourceIp": "test-invoke-source-ip"
-    },
-    "path": "/request",
-    "stage": "test"
-  }
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json b/examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json
deleted file mode 100644
index f30f360f6d8..00000000000
--- a/examples/event_sources/events/apiGatewayAuthorizerTokenEvent.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "type": "TOKEN",
-  "authorizationToken": "allow",
-  "methodArn": "arn:aws:execute-api:us-west-2:123456789012:ymy8tbxw7b/*/GET/"
-}
diff --git a/examples/event_sources/events/apiGatewayAuthorizerV2Event.json b/examples/event_sources/events/apiGatewayAuthorizerV2Event.json
deleted file mode 100644
index 83c3c9d8d61..00000000000
--- a/examples/event_sources/events/apiGatewayAuthorizerV2Event.json
+++ /dev/null
@@ -1,52 +0,0 @@
-{
-  "version": "2.0",
-  "type": "REQUEST",
-  "routeArn": "arn:aws:execute-api:us-east-1:123456789012:abcdef123/test/GET/request",
-  "identitySource": ["user1", "123"],
-  "routeKey": "GET /merchants",
-  "rawPath": "/merchants",
-  "rawQueryString": "parameter1=value1&parameter1=value2&parameter2=value",
-  "cookies": ["cookie1", "cookie2"],
-  "headers": {
-    "x-amzn-trace-id": "Root=1-611cc4a7-0746ebee281cfd967db97b64",
-    "Header1": "value1",
-    "Header2": "value2",
-    "Authorization": "value"
-  },
-  "queryStringParameters": {
-    "parameter1": "value1,value2",
-    "parameter2": "value"
-  },
-  "requestContext": {
-    "accountId": "123456789012",
-    "apiId": "api-id",
-    "authentication": {
-      "clientCert": {
-        "clientCertPem": "CERT_CONTENT",
-        "subjectDN": "www.example.com",
-        "issuerDN": "Example issuer",
-        "serialNumber": "a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1",
-        "validity": {
-          "notBefore": "May 28 12:30:02 2019 GMT",
-          "notAfter": "Aug  5 09:36:04 2021 GMT"
-        }
-      }
-    },
-    "domainName": "id.execute-api.us-east-1.amazonaws.com",
-    "domainPrefix": "id",
-    "http": {
-      "method": "POST",
-      "path": "/merchants",
-      "protocol": "HTTP/1.1",
-      "sourceIp": "10.10.10.10",
-      "userAgent": "agent"
-    },
-    "requestId": "id",
-    "routeKey": "GET /merchants",
-    "stage": "$default",
-    "time": "12/Mar/2020:19:03:58 +0000",
-    "timeEpoch": 1583348638390
-  },
-  "pathParameters": { "parameter1": "value1" },
-  "stageVariables": { "stageVariable1": "value1", "stageVariable2": "value2" }
-}
diff --git a/examples/event_sources/events/apiGatewayProxyV2Event.json b/examples/event_sources/events/apiGatewayProxyV2Event.json
deleted file mode 100644
index 9de632b8e3d..00000000000
--- a/examples/event_sources/events/apiGatewayProxyV2Event.json
+++ /dev/null
@@ -1,69 +0,0 @@
-{
-  "version": "2.0",
-  "routeKey": "$default",
-  "rawPath": "/my/path",
-  "rawQueryString": "parameter1=value1&parameter1=value2&parameter2=value",
-  "cookies": [
-    "cookie1",
-    "cookie2"
-  ],
-  "headers": {
-    "Header1": "value1",
-    "Header2": "value1,value2"
-  },
-  "queryStringParameters": {
-    "parameter1": "value1,value2",
-    "parameter2": "value"
-  },
-  "requestContext": {
-    "accountId": "123456789012",
-    "apiId": "api-id",
-    "authentication": {
-      "clientCert": {
-        "clientCertPem": "CERT_CONTENT",
-        "subjectDN": "www.example.com",
-        "issuerDN": "Example issuer",
-        "serialNumber": "a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1:a1",
-        "validity": {
-          "notBefore": "May 28 12:30:02 2019 GMT",
-          "notAfter": "Aug  5 09:36:04 2021 GMT"
-        }
-      }
-    },
-    "authorizer": {
-      "jwt": {
-        "claims": {
-          "claim1": "value1",
-          "claim2": "value2"
-        },
-        "scopes": [
-          "scope1",
-          "scope2"
-        ]
-      }
-    },
-    "domainName": "id.execute-api.us-east-1.amazonaws.com",
-    "domainPrefix": "id",
-    "http": {
-      "method": "POST",
-      "path": "/my/path",
-      "protocol": "HTTP/1.1",
-      "sourceIp": "192.168.0.1/32",
-      "userAgent": "agent"
-    },
-    "requestId": "id",
-    "routeKey": "$default",
-    "stage": "$default",
-    "time": "12/Mar/2020:19:03:58 +0000",
-    "timeEpoch": 1583348638390
-  },
-  "body": "{\"message\": \"hello world\", \"username\": \"tom\"}",
-  "pathParameters": {
-    "parameter1": "value1"
-  },
-  "isBase64Encoded": false,
-  "stageVariables": {
-    "stageVariable1": "value1",
-    "stageVariable2": "value2"
-  }
-}
diff --git a/examples/event_sources/events/appSyncAuthorizerEvent.json b/examples/event_sources/events/appSyncAuthorizerEvent.json
deleted file mode 100644
index 8820f2ab00d..00000000000
--- a/examples/event_sources/events/appSyncAuthorizerEvent.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-    "authorizationToken": "123",
-    "requestContext": {
-        "apiId": "1234",
-        "accountId": "11111111",
-        "requestId": "1111",
-        "queryString": "mutation MyNewTask($desc: String!) {\n  createTask(description: $desc, owner: \"ccc\", taskStatus: \"cc\", title: \"ccc\") {\n    id\n  }\n}\n",
-        "operationName": "MyNewTask",
-        "variables": {
-            "desc": "Foo"
-        }
-    }
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/appSyncResolverEvent.json b/examples/event_sources/events/appSyncResolverEvent.json
deleted file mode 100644
index 84ac71951c6..00000000000
--- a/examples/event_sources/events/appSyncResolverEvent.json
+++ /dev/null
@@ -1,71 +0,0 @@
-{
-  "typeName": "Merchant",
-  "fieldName": "locations",
-  "arguments": {
-    "page": 2,
-    "size": 1,
-    "name": "value"
-  },
-  "identity": {
-    "claims": {
-      "sub": "07920713-4526-4642-9c88-2953512de441",
-      "iss": "https://cognito-idp.us-east-1.amazonaws.com/us-east-1_POOL_ID",
-      "aud": "58rc9bf5kkti90ctmvioppukm9",
-      "event_id": "7f4c9383-abf6-48b7-b821-91643968b755",
-      "token_use": "id",
-      "auth_time": 1615366261,
-      "name": "Michael Brewer",
-      "exp": 1615369861,
-      "iat": 1615366261
-    },
-    "defaultAuthStrategy": "ALLOW",
-    "groups": null,
-    "issuer": "https://cognito-idp.us-east-1.amazonaws.com/us-east-1_POOL_ID",
-    "sourceIp": [
-      "11.215.2.22"
-    ],
-    "sub": "07920713-4526-4642-9c88-2953512de441",
-    "username": "mike"
-  },
-  "source": {
-    "name": "Value",
-    "nested": {
-      "name": "value",
-      "list": []
-    }
-  },
-  "request": {
-    "headers": {
-      "x-forwarded-for": "11.215.2.22, 64.44.173.11",
-      "cloudfront-viewer-country": "US",
-      "cloudfront-is-tablet-viewer": "false",
-      "via": "2.0 SOMETHING.cloudfront.net (CloudFront)",
-      "cloudfront-forwarded-proto": "https",
-      "origin": "https://console.aws.amazon.com",
-      "content-length": "156",
-      "accept-language": "en-US,en;q=0.9",
-      "host": "SOMETHING.appsync-api.us-east-1.amazonaws.com",
-      "x-forwarded-proto": "https",
-      "sec-gpc": "1",
-      "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) etc.",
-      "accept": "*/*",
-      "cloudfront-is-mobile-viewer": "false",
-      "cloudfront-is-smarttv-viewer": "false",
-      "accept-encoding": "gzip, deflate, br",
-      "referer": "https://console.aws.amazon.com/",
-      "content-type": "application/json",
-      "sec-fetch-mode": "cors",
-      "x-amz-cf-id": "Fo5VIuvP6V6anIEt62WzFDCK45mzM4yEdpt5BYxOl9OFqafd-WR0cA==",
-      "x-amzn-trace-id": "Root=1-60488877-0b0c4e6727ab2a1c545babd0",
-      "authorization": "AUTH-HEADER",
-      "sec-fetch-dest": "empty",
-      "x-amz-user-agent": "AWS-Console-AppSync/",
-      "cloudfront-is-desktop-viewer": "true",
-      "sec-fetch-site": "cross-site",
-      "x-forwarded-port": "443"
-    }
-  },
-  "prev": {
-    "result": {}
-  }
-}
diff --git a/examples/event_sources/events/awsConfigRuleScheduled.json b/examples/event_sources/events/awsConfigRuleScheduled.json
deleted file mode 100644
index 02ce2a0700c..00000000000
--- a/examples/event_sources/events/awsConfigRuleScheduled.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-    "version":"1.0",
-    "invokingEvent":"{\"awsAccountId\":\"0123456789012\",\"notificationCreationTime\":\"2023-04-27T13:26:17.741Z\",\"messageType\":\"ScheduledNotification\",\"recordVersion\":\"1.0\"}",
-    "ruleParameters":"{\"test\":\"x\"}",
-    "resultToken":"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",
-    "eventLeftScope":false,
-    "executionRoleArn":"arn:aws:iam::0123456789012:role/aws-service-role/config.amazonaws.com/AWSServiceRoleForConfig",
-    "configRuleArn":"arn:aws:config:us-east-1:0123456789012:config-rule/config-rule-pdmyw1",
-    "configRuleName":"rule-ec2-test",
-    "configRuleId":"config-rule-pdmyw1",
-    "accountId":"0123456789012",
-    "evaluationMode":"DETECTIVE"
- }
diff --git a/examples/event_sources/src/aws_config_rule_scheduled.json b/examples/event_sources/events/aws_config_rule_scheduled.json
similarity index 100%
rename from examples/event_sources/src/aws_config_rule_scheduled.json
rename to examples/event_sources/events/aws_config_rule_scheduled.json
diff --git a/examples/event_sources/events/bedrockAgentEvent.json b/examples/event_sources/events/bedrockAgentEvent.json
deleted file mode 100644
index b7ad75b3c43..00000000000
--- a/examples/event_sources/events/bedrockAgentEvent.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-  "actionGroup": "ClaimManagementActionGroup",
-  "messageVersion": "1.0",
-  "sessionId": "12345678912345",
-  "sessionAttributes": {},
-  "promptSessionAttributes": {},
-  "inputText": "I want to claim my insurance",
-  "agent": {
-    "alias": "TSTALIASID",
-    "name": "test",
-    "version": "DRAFT",
-    "id": "8ZXY0W8P1H"
-  },
-  "httpMethod": "GET",
-  "apiPath": "/claims"
-}
diff --git a/examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json b/examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json
deleted file mode 100644
index fa5089cd6b5..00000000000
--- a/examples/event_sources/events/cloudWatchAlarmEventSingleMetric.json
+++ /dev/null
@@ -1,59 +0,0 @@
-{
-  "source": "aws.cloudwatch",
-  "alarmArn": "arn:aws:cloudwatch:eu-west-1:912397435824:alarm:test_alarm",
-  "accountId": "123456789012",
-  "time": "2024-02-17T11:53:08.431+0000",
-  "region": "eu-west-1",
-  "alarmData": {
-    "alarmName": "Test alert",
-    "state": {
-      "value": "ALARM",
-      "reason": "Threshold Crossed: 1 out of the last 1 datapoints [1.0 (17/02/24 11:51:00)] was less than the threshold (10.0) (minimum 1 datapoint for OK -> ALARM transition).",
-      "reasonData": "{\"version\":\"1.0\",\"queryDate\":\"2024-02-17T11:53:08.423+0000\",\"startDate\":\"2024-02-17T11:51:00.000+0000\",\"statistic\":\"SampleCount\",\"period\":60,\"recentDatapoints\":[1.0],\"threshold\":10.0,\"evaluatedDatapoints\":[{\"timestamp\":\"2024-02-17T11:51:00.000+0000\",\"sampleCount\":1.0,\"value\":1.0}]}",
-      "timestamp": "2024-02-17T11:53:08.431+0000"
-    },
-    "previousState": {
-      "value": "OK",
-      "reason": "Threshold Crossed: 1 out of the last 1 datapoints [1.0 (17/02/24 11:50:00)] was not greater than the threshold (10.0) (minimum 1 datapoint for ALARM -> OK transition).",
-      "reasonData": "{\"version\":\"1.0\",\"queryDate\":\"2024-02-17T11:51:31.460+0000\",\"startDate\":\"2024-02-17T11:50:00.000+0000\",\"statistic\":\"SampleCount\",\"period\":60,\"recentDatapoints\":[1.0],\"threshold\":10.0,\"evaluatedDatapoints\":[{\"timestamp\":\"2024-02-17T11:50:00.000+0000\",\"sampleCount\":1.0,\"value\":1.0}]}",
-      "timestamp": "2024-02-17T11:51:31.462+0000"
-    },
-    "configuration": {
-      "description": "This is description **here**",
-      "metrics": [
-        {
-          "id": "e1",
-          "expression": "m1/m2",
-          "label": "Expression1",
-          "returnData": true
-        },
-        {
-          "id": "m1",
-          "metricStat": {
-            "metric": {
-              "namespace": "AWS/Lambda",
-              "name": "Invocations",
-              "dimensions": {}
-            },
-            "period": 60,
-            "stat": "SampleCount"
-          },
-          "returnData": false
-        },
-        {
-          "id": "m2",
-          "metricStat": {
-            "metric": {
-              "namespace": "AWS/Lambda",
-              "name": "Duration",
-              "dimensions": {}
-            },
-            "period": 60,
-            "stat": "SampleCount"
-          },
-          "returnData": false
-        }
-      ]
-    }
-  }
-}
diff --git a/examples/event_sources/events/cloudWatchDashboardEvent.json b/examples/event_sources/events/cloudWatchDashboardEvent.json
deleted file mode 100644
index fd2d3be62d6..00000000000
--- a/examples/event_sources/events/cloudWatchDashboardEvent.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
-  "original": "param-to-widget",
-  "widgetContext": {
-    "dashboardName": "Name-of-current-dashboard",
-    "widgetId": "widget-16",
-    "domain": "https://us-east-1.console.aws.amazon.com",
-    "accountId": "123456789123",
-    "locale": "en",
-    "timezone": {
-      "label": "UTC",
-      "offsetISO": "+00:00",
-      "offsetInMinutes": 0
-    },
-    "period": 300,
-    "isAutoPeriod": true,
-    "timeRange": {
-      "mode": "relative",
-      "start": 1627236199729,
-      "end": 1627322599729,
-      "relativeStart": 86400012,
-      "zoom": {
-        "start": 1627276030434,
-        "end": 1627282956521
-      }
-    },
-    "theme": "light",
-    "linkCharts": true,
-    "title": "Tweets for Amazon website problem",
-    "forms": {
-      "all": {}
-    },
-    "params": {
-      "original": "param-to-widget"
-    },
-    "width": 588,
-    "height": 369
-  }
-}
diff --git a/examples/event_sources/events/cloudWatchLogEvent.json b/examples/event_sources/events/cloudWatchLogEvent.json
deleted file mode 100644
index aa184c1d013..00000000000
--- a/examples/event_sources/events/cloudWatchLogEvent.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "awslogs": {
-    "data": "H4sIAAAAAAAAAHWPwQqCQBCGX0Xm7EFtK+smZBEUgXoLCdMhFtKV3akI8d0bLYmibvPPN3wz00CJxmQnTO41whwWQRIctmEcB6sQbFC3CjW3XW8kxpOpP+OC22d1Wml1qZkQGtoMsScxaczKN3plG8zlaHIta5KqWsozoTYw3/djzwhpLwivWFGHGpAFe7DL68JlBUk+l7KSN7tCOEJ4M3/qOI49vMHj+zCKdlFqLaU2ZHV2a4Ct/an0/ivdX8oYc1UVX860fQDQiMdxRQEAAA=="
-  }
-}
diff --git a/examples/event_sources/events/cloudformationCustomResourceCreate.json b/examples/event_sources/events/cloudformationCustomResourceCreate.json
deleted file mode 100644
index 5c32d8c7aa1..00000000000
--- a/examples/event_sources/events/cloudformationCustomResourceCreate.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "RequestType": "Create",
-  "ServiceToken": "arn:aws:lambda:us-east-1:xxx:function:xxxx-CrbuiltinfunctionidProvi-2vKAalSppmKe",
-  "ResponseURL": "https://cloudformation-custom-resource-response-useast1.s3.amazonaws.com/7F%7Cb1f50fdfc25f3b",
-  "StackId": "arn:aws:cloudformation:us-east-1:xxxx:stack/xxxx/271845b0-f2e8-11ed-90ac-0eeb25b8ae21",
-  "RequestId": "xxxxx-d2a0-4dfb-ab1f-xxxxxx",
-  "LogicalResourceId": "xxxxxxxxx",
-  "ResourceType": "Custom::MyType",
-  "ResourceProperties": {
-    "ServiceToken": "arn:aws:lambda:us-east-1:xxxxx:function:xxxxx",
-    "MyProps": "ss"
-  }
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/codeDeployLifecycleHookEvent.json b/examples/event_sources/events/codeDeployLifecycleHookEvent.json
deleted file mode 100644
index 6e422a2d505..00000000000
--- a/examples/event_sources/events/codeDeployLifecycleHookEvent.json
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-    "DeploymentId": "d-ABCDEF",
-    "LifecycleEventHookExecutionId": "xxxxxxxxxxxxxxxxxxxxxxxx"
-}
diff --git a/examples/event_sources/events/codePipelineEvent.json b/examples/event_sources/events/codePipelineEvent.json
deleted file mode 100644
index 25269cbb387..00000000000
--- a/examples/event_sources/events/codePipelineEvent.json
+++ /dev/null
@@ -1,34 +0,0 @@
-{
-    "CodePipeline.job": {
-        "id": "11111111-abcd-1111-abcd-111111abcdef",
-        "accountId": "111111111111",
-        "data": {
-            "actionConfiguration": {
-                "configuration": {
-                    "FunctionName": "MyLambdaFunctionForAWSCodePipeline",
-                    "UserParameters": "some-input-such-as-a-URL"
-                }
-            },
-            "inputArtifacts": [
-                {
-                    "name": "ArtifactName",
-                    "revision": null,
-                    "location": {
-                        "type": "S3",
-                        "s3Location": {
-                            "bucketName": "the name of the bucket configured as the pipeline artifact store in Amazon S3, for example codepipeline-us-east-2-1234567890",
-                            "objectKey": "the name of the application, for example CodePipelineDemoApplication.zip"
-                        }
-                    }
-                }
-            ],
-            "outputArtifacts": [],
-            "artifactCredentials": {
-                "accessKeyId": "",
-                "secretAccessKey": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
-                "sessionToken": "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"
-            },
-            "continuationToken": "A continuation token if continuing job"
-        }
-    }
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/cognitoCreateAuthChallengeEvent.json b/examples/event_sources/events/cognitoCreateAuthChallengeEvent.json
deleted file mode 100644
index ad018ae0829..00000000000
--- a/examples/event_sources/events/cognitoCreateAuthChallengeEvent.json
+++ /dev/null
@@ -1,29 +0,0 @@
-{
-  "version": "1",
-  "region": "us-east-1",
-  "userPoolId": "us-east-1_example",
-  "userName": "UserName",
-  "callerContext": {
-    "awsSdkVersion": "awsSdkVersion",
-    "clientId": "clientId"
-  },
-  "triggerSource": "CreateAuthChallenge_Authentication",
-  "request": {
-    "userAttributes": {
-      "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
-      "email_verified": "true",
-      "name": "First Last",
-      "email": "create-auth@mail.com"
-    },
-    "challengeName": "PASSWORD_VERIFIER",
-    "session" : [
-      {
-        "challengeName": "CUSTOM_CHALLENGE",
-        "challengeResult": true,
-        "challengeMetadata": "CAPTCHA_CHALLENGE"
-      }
-    ],
-    "userNotFound": false
-  },
-  "response": {}
-}
diff --git a/examples/event_sources/events/cognitoDefineAuthChallengeEvent.json b/examples/event_sources/events/cognitoDefineAuthChallengeEvent.json
deleted file mode 100644
index 80ea5ac2d98..00000000000
--- a/examples/event_sources/events/cognitoDefineAuthChallengeEvent.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-  "version": "1",
-  "region": "us-east-1",
-  "userPoolId": "us-east-1_example",
-  "userName": "UserName",
-  "callerContext": {
-    "awsSdkVersion": "awsSdkVersion",
-    "clientId": "clientId"
-  },
-  "triggerSource": "DefineAuthChallenge_Authentication",
-  "request": {
-    "userAttributes": {
-      "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
-      "email_verified": "true",
-      "name": "First Last",
-      "email": "define-auth@mail.com"
-    },
-    "session" : [
-      {
-        "challengeName": "PASSWORD_VERIFIER",
-        "challengeResult": true
-      },
-      {
-        "challengeName": "CUSTOM_CHALLENGE",
-        "challengeResult": true,
-        "challengeMetadata": "CAPTCHA_CHALLENGE"
-      }
-    ],
-    "userNotFound": true
-  },
-  "response": {}
-}
diff --git a/examples/event_sources/events/cognitoPostConfirmationEvent.json b/examples/event_sources/events/cognitoPostConfirmationEvent.json
deleted file mode 100644
index e88f98150ca..00000000000
--- a/examples/event_sources/events/cognitoPostConfirmationEvent.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-  "version": "string",
-  "triggerSource": "PostConfirmation_ConfirmSignUp",
-  "region": "us-east-1",
-  "userPoolId": "string",
-  "userName": "userName",
-  "callerContext": {
-    "awsSdkVersion": "awsSdkVersion",
-    "clientId": "clientId"
-  },
-  "request": {
-    "userAttributes": {
-      "email": "user@example.com",
-      "email_verified": true
-    }
-  },
-  "response": {}
-}
diff --git a/examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json b/examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json
deleted file mode 100644
index 2ebcdb5c278..00000000000
--- a/examples/event_sources/events/cognitoVerifyAuthChallengeResponseEvent.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-  "version": "1",
-  "region": "us-east-1",
-  "userPoolId": "us-east-1_example",
-  "userName": "UserName",
-  "callerContext": {
-    "awsSdkVersion": "awsSdkVersion",
-    "clientId": "clientId"
-  },
-  "triggerSource": "VerifyAuthChallengeResponse_Authentication",
-  "request": {
-    "userAttributes": {
-      "sub": "4A709A36-7D63-4785-829D-4198EF10EBDA",
-      "email_verified": "true",
-      "name": "First Last",
-      "email": "verify-auth@mail.com"
-    },
-    "privateChallengeParameters": {
-      "answer": "challengeAnswer"
-    },
-    "clientMetadata" : {
-      "foo": "value"
-    },
-    "challengeAnswer": "challengeAnswer",
-    "userNotFound": true
-  },
-  "response": {}
-}
diff --git a/examples/event_sources/events/connectContactFlowEventAll.json b/examples/event_sources/events/connectContactFlowEventAll.json
deleted file mode 100644
index 5850649b6eb..00000000000
--- a/examples/event_sources/events/connectContactFlowEventAll.json
+++ /dev/null
@@ -1,41 +0,0 @@
-{
-    "Name": "ContactFlowEvent",
-    "Details": {
-        "ContactData": {
-            "Attributes": {
-                "Language": "en-US"
-            },
-            "Channel": "VOICE",
-            "ContactId": "5ca32fbd-8f92-46af-92a5-6b0f970f0efe",
-            "CustomerEndpoint": {
-                "Address": "+11234567890",
-                "Type": "TELEPHONE_NUMBER"
-            },
-            "InitialContactId": "5ca32fbd-8f92-46af-92a5-6b0f970f0efe",
-            "InitiationMethod": "API",
-            "InstanceARN": "arn:aws:connect:eu-central-1:123456789012:instance/9308c2a1-9bc6-4cea-8290-6c0b4a6d38fa",
-            "MediaStreams": {
-                "Customer": {
-                    "Audio": {
-                        "StartFragmentNumber": "91343852333181432392682062622220590765191907586",
-                        "StartTimestamp": "1565781909613",
-                        "StreamARN": "arn:aws:kinesisvideo:eu-central-1:123456789012:stream/connect-contact-a3d73b84-ce0e-479a-a9dc-5637c9d30ac9/1565272947806"
-                    }
-                }
-            },
-            "PreviousContactId": "5ca32fbd-8f92-46af-92a5-6b0f970f0efe",
-            "Queue": {
-                "ARN": "arn:aws:connect:eu-central-1:123456789012:instance/9308c2a1-9bc6-4cea-8290-6c0b4a6d38fa/queue/5cba7cbf-1ecb-4b6d-b8bd-fe91079b3fc8",
-                "Name": "QueueOne"
-            },
-            "SystemEndpoint": {
-                "Address": "+11234567890",
-                "Type": "TELEPHONE_NUMBER"
-            }
-        },
-        "Parameters": {
-            "ParameterOne": "One",
-            "ParameterTwo": "Two"
-        }
-    }
-}
\ No newline at end of file
diff --git a/examples/event_sources/src/debugging_event.json b/examples/event_sources/events/debugging_event.json
similarity index 100%
rename from examples/event_sources/src/debugging_event.json
rename to examples/event_sources/events/debugging_event.json
diff --git a/examples/event_sources/src/debugging_output.json b/examples/event_sources/events/debugging_output.json
similarity index 100%
rename from examples/event_sources/src/debugging_output.json
rename to examples/event_sources/events/debugging_output.json
diff --git a/examples/event_sources/events/dynamoStreamEvent.json b/examples/event_sources/events/dynamoStreamEvent.json
deleted file mode 100644
index 16009a7a956..00000000000
--- a/examples/event_sources/events/dynamoStreamEvent.json
+++ /dev/null
@@ -1,65 +0,0 @@
-{
-  "Records": [
-    {
-      "eventID": "1",
-      "eventVersion": "1.0",
-      "dynamodb": {
-        "ApproximateCreationDateTime": 1693997155.0,
-        "Keys": {
-          "Id": {
-            "N": "101"
-          }
-        },
-        "NewImage": {
-          "Message": {
-            "S": "New item!"
-          },
-          "Id": {
-            "N": "101"
-          }
-        },
-        "StreamViewType": "NEW_AND_OLD_IMAGES",
-        "SequenceNumber": "111",
-        "SizeBytes": 26
-      },
-      "awsRegion": "us-west-2",
-      "eventName": "INSERT",
-      "eventSourceARN": "eventsource_arn",
-      "eventSource": "aws:dynamodb"
-    },
-    {
-      "eventID": "2",
-      "eventVersion": "1.0",
-      "dynamodb": {
-        "OldImage": {
-          "Message": {
-            "S": "New item!"
-          },
-          "Id": {
-            "N": "101"
-          }
-        },
-        "SequenceNumber": "222",
-        "Keys": {
-          "Id": {
-            "N": "101"
-          }
-        },
-        "SizeBytes": 59,
-        "NewImage": {
-          "Message": {
-            "S": "This item has changed"
-          },
-          "Id": {
-            "N": "101"
-          }
-        },
-        "StreamViewType": "NEW_AND_OLD_IMAGES"
-      },
-      "awsRegion": "us-west-2",
-      "eventName": "MODIFY",
-      "eventSourceARN": "source_arn",
-      "eventSource": "aws:dynamodb"
-    }
-  ]
-}
diff --git a/examples/event_sources/events/eventBridgeEvent.json b/examples/event_sources/events/eventBridgeEvent.json
deleted file mode 100644
index 65872cf9a34..00000000000
--- a/examples/event_sources/events/eventBridgeEvent.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "version": "0",
-  "id": "6a7e8feb-b491-4cf7-a9f1-bf3703467718",
-  "detail-type": "EC2 Instance State-change Notification",
-  "source": "aws.ec2",
-  "account": "111122223333",
-  "time": "2017-12-22T18:43:48Z",
-  "region": "us-west-1",
-  "resources": [
-    "arn:aws:ec2:us-west-1:123456789012:instance/i-1234567890abcdef0"
-  ],
-  "detail": {
-    "instance_id": "i-1234567890abcdef0",
-    "state": "terminated"
-  },
-  "replay-name": "replay_archive"
-}
diff --git a/examples/event_sources/events/kafkaEventMsk.json b/examples/event_sources/events/kafkaEventMsk.json
deleted file mode 100644
index 5a35b89680a..00000000000
--- a/examples/event_sources/events/kafkaEventMsk.json
+++ /dev/null
@@ -1,35 +0,0 @@
-{
-  "eventSource":"aws:kafka",
-  "eventSourceArn":"arn:aws:kafka:us-east-1:0123456789019:cluster/SalesCluster/abcd1234-abcd-cafe-abab-9876543210ab-4",
-  "bootstrapServers":"b-2.demo-cluster-1.a1bcde.c1.kafka.us-east-1.amazonaws.com:9092,b-1.demo-cluster-1.a1bcde.c1.kafka.us-east-1.amazonaws.com:9092",
-  "records":{
-     "mytopic-0":[
-        {
-           "topic":"mytopic",
-           "partition":0,
-           "offset":15,
-           "timestamp":1545084650987,
-           "timestampType":"CREATE_TIME",
-           "key":"cmVjb3JkS2V5",
-           "value":"eyJrZXkiOiJ2YWx1ZSJ9",
-           "headers":[
-              {
-                 "headerKey":[
-                    104,
-                    101,
-                    97,
-                    100,
-                    101,
-                    114,
-                    86,
-                    97,
-                    108,
-                    117,
-                    101
-                 ]
-              }
-           ]
-        }
-     ]
-  }
-}
diff --git a/examples/event_sources/events/kinesisFirehoseKinesisEvent.json b/examples/event_sources/events/kinesisFirehoseKinesisEvent.json
deleted file mode 100644
index 8ac0ba93bd5..00000000000
--- a/examples/event_sources/events/kinesisFirehoseKinesisEvent.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-    "invocationId": "2b4d1ad9-2f48-94bd-a088-767c317e994a",
-    "sourceKinesisStreamArn": "arn:aws:kinesis:us-east-1:123456789012:stream/kinesis-source",
-    "deliveryStreamArn": "arn:aws:firehose:us-east-2:123456789012:deliverystream/delivery-stream-name",
-    "region": "us-east-2",
-    "records": [
-        {
-            "data": "SGVsbG8gV29ybGQ=",
-            "recordId": "record1",
-            "approximateArrivalTimestamp": 1664028820148,
-            "kinesisRecordMetadata": {
-                "shardId": "shardId-000000000000",
-                "partitionKey": "1234",
-                "approximateArrivalTimestamp": 1664028820148,
-                "sequenceNumber": "49546986683135544286507457936321625675700192471156785154",
-                "subsequenceNumber": 0
-            }
-        },
-        {
-            "data": "eyJIZWxsbyI6ICJXb3JsZCJ9",
-            "recordId": "record2",
-            "approximateArrivalTimestamp": 1664028793294,
-            "kinesisRecordMetadata": {
-                "shardId": "shardId-000000000001",
-                "partitionKey": "4567",
-                "approximateArrivalTimestamp": 1664028793294,
-                "sequenceNumber": "49546986683135544286507457936321625675700192471156785155",
-                "subsequenceNumber": 0
-            }
-        }
-    ]
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json b/examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json
deleted file mode 100644
index 000f37935d3..00000000000
--- a/examples/event_sources/events/kinesisStreamCloudWatchLogsEvent.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "Records": [
-        {
-            "kinesis": {
-                "kinesisSchemaVersion": "1.0",
-                "partitionKey": "123456789",
-                "sequenceNumber": "49635052289529725553291405521504870233219489715332317186",
-                "data": "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",
-                "approximateArrivalTimestamp": 1668093033.744
-            },
-            "eventSource": "aws:kinesis",
-            "eventVersion": "1.0",
-            "eventID": "shardId-000000000000:49635052289529725553291405521504870233219489715332317186",
-            "eventName": "aws:kinesis:record",
-            "invokeIdentityArn": "arn:aws:iam::231436140809:role/pt-1488-CloudWatchKinesisLogsFunctionRole-1M4G2TIWIE49",
-            "awsRegion": "eu-west-1",
-            "eventSourceARN": "arn:aws:kinesis:eu-west-1:231436140809:stream/pt-1488-KinesisStreamCloudWatchLogs-D8tHs0im0aJG"
-        },
-        {
-            "kinesis": {
-                "kinesisSchemaVersion": "1.0",
-                "partitionKey": "12345678910",
-                "sequenceNumber": "49635052289529725553291405520881064510298312199003701250",
-                "data": "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",
-                "approximateArrivalTimestamp": 1668092612.992
-            },
-            "eventSource": "aws:kinesis",
-            "eventVersion": "1.0",
-            "eventID": "shardId-000000000000:49635052289529725553291405520881064510298312199003701250",
-            "eventName": "aws:kinesis:record",
-            "invokeIdentityArn": "arn:aws:iam::231436140809:role/pt-1488-CloudWatchKinesisLogsFunctionRole-1M4G2TIWIE49",
-            "awsRegion": "eu-west-1",
-            "eventSourceARN": "arn:aws:kinesis:eu-west-1:231436140809:stream/pt-1488-KinesisStreamCloudWatchLogs-D8tHs0im0aJG"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/kinesisStreamEvent.json b/examples/event_sources/events/kinesisStreamEvent.json
deleted file mode 100644
index ef8e2096388..00000000000
--- a/examples/event_sources/events/kinesisStreamEvent.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-  "Records": [
-    {
-      "kinesis": {
-        "kinesisSchemaVersion": "1.0",
-        "partitionKey": "1",
-        "sequenceNumber": "49590338271490256608559692538361571095921575989136588898",
-        "data": "SGVsbG8sIHRoaXMgaXMgYSB0ZXN0Lg==",
-        "approximateArrivalTimestamp": 1545084650.987
-      },
-      "eventSource": "aws:kinesis",
-      "eventVersion": "1.0",
-      "eventID": "shardId-000000000006:49590338271490256608559692538361571095921575989136588898",
-      "eventName": "aws:kinesis:record",
-      "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-role",
-      "awsRegion": "us-east-2",
-      "eventSourceARN": "arn:aws:kinesis:us-east-2:123456789012:stream/lambda-stream"
-    },
-    {
-      "kinesis": {
-        "kinesisSchemaVersion": "1.0",
-        "partitionKey": "1",
-        "sequenceNumber": "49590338271490256608559692540925702759324208523137515618",
-        "data": "VGhpcyBpcyBvbmx5IGEgdGVzdC4=",
-        "approximateArrivalTimestamp": 1545084711.166
-      },
-      "eventSource": "aws:kinesis",
-      "eventVersion": "1.0",
-      "eventID": "shardId-000000000006:49590338271490256608559692540925702759324208523137515618",
-      "eventName": "aws:kinesis:record",
-      "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-role",
-      "awsRegion": "us-east-2",
-      "eventSourceARN": "arn:aws:kinesis:us-east-2:123456789012:stream/lambda-stream"
-    }
-  ]
-}
diff --git a/examples/event_sources/events/lambdaFunctionUrlEvent.json b/examples/event_sources/events/lambdaFunctionUrlEvent.json
deleted file mode 100644
index da5c133e6f8..00000000000
--- a/examples/event_sources/events/lambdaFunctionUrlEvent.json
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-   "version":"2.0",
-   "routeKey":"$default",
-   "rawPath":"/",
-   "rawQueryString":"",
-   "headers":{
-      "sec-fetch-mode":"navigate",
-      "x-amzn-tls-version":"TLSv1.2",
-      "sec-fetch-site":"cross-site",
-      "accept-language":"pt-BR,pt;q=0.9",
-      "x-forwarded-proto":"https",
-      "x-forwarded-port":"443",
-      "x-forwarded-for":"123.123.123.123",
-      "sec-fetch-user":"?1",
-      "accept":"text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
-      "x-amzn-tls-cipher-suite":"ECDHE-RSA-AES128-GCM-SHA256",
-      "sec-ch-ua":"\" Not A;Brand\";v=\"99\", \"Chromium\";v=\"102\", \"Google Chrome\";v=\"102\"",
-      "sec-ch-ua-mobile":"?0",
-      "x-amzn-trace-id":"Root=1-62ecd163-5f302e550dcde3b12402207d",
-      "sec-ch-ua-platform":"\"Linux\"",
-      "host":"<url-id>.lambda-url.us-east-1.on.aws",
-      "upgrade-insecure-requests":"1",
-      "cache-control":"max-age=0",
-      "accept-encoding":"gzip, deflate, br",
-      "sec-fetch-dest":"document",
-      "user-agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.0.0 Safari/537.36"
-   },
-   "requestContext":{
-      "accountId":"anonymous",
-      "apiId":"<url-id>",
-      "domainName":"<url-id>.lambda-url.us-east-1.on.aws",
-      "domainPrefix":"<url-id>",
-      "http":{
-         "method":"GET",
-         "path":"/",
-         "protocol":"HTTP/1.1",
-         "sourceIp":"123.123.123.123",
-         "userAgent":"agent"
-      },
-      "requestId":"id",
-      "routeKey":"$default",
-      "stage":"$default",
-      "time":"05/Aug/2022:08:14:39 +0000",
-      "timeEpoch":1659687279885
-   },
-   "isBase64Encoded":false
-}
diff --git a/examples/event_sources/events/rabbitMQEvent.json b/examples/event_sources/events/rabbitMQEvent.json
deleted file mode 100644
index 5b1d998459f..00000000000
--- a/examples/event_sources/events/rabbitMQEvent.json
+++ /dev/null
@@ -1,51 +0,0 @@
-{
-  "eventSource": "aws:rmq",
-  "eventSourceArn": "arn:aws:mq:us-west-2:112556298976:broker:pizzaBroker:b-9bcfa592-423a-4942-879d-eb284b418fc8",
-  "rmqMessagesByQueue": {
-    "pizzaQueue::/": [
-      {
-        "basicProperties": {
-          "contentType": "text/plain",
-          "contentEncoding": null,
-          "headers": {
-            "header1": {
-              "bytes": [
-                118,
-                97,
-                108,
-                117,
-                101,
-                49
-              ]
-            },
-            "header2": {
-              "bytes": [
-                118,
-                97,
-                108,
-                117,
-                101,
-                50
-              ]
-            },
-            "numberInHeader": 10
-          },
-          "deliveryMode": 1,
-          "priority": 34,
-          "correlationId": null,
-          "replyTo": null,
-          "expiration": "60000",
-          "messageId": null,
-          "timestamp": "Jan 1, 1970, 12:33:41 AM",
-          "type": null,
-          "userId": "1234",
-          "appId": null,
-          "clusterId": null,
-          "bodySize": 80
-        },
-        "redelivered": false,
-        "data": "eyJ0aW1lb3V0IjowLCJkYXRhIjoiQ1pybWYwR3c4T3Y0YnFMUXhENEUifQ=="
-      }
-    ]
-  }
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3BatchOperationEventSchemaV2.json b/examples/event_sources/events/s3BatchOperationEventSchemaV2.json
deleted file mode 100644
index 720dd1f0cf0..00000000000
--- a/examples/event_sources/events/s3BatchOperationEventSchemaV2.json
+++ /dev/null
@@ -1,19 +0,0 @@
-{
-  "invocationSchemaVersion": "2.0",
-  "invocationId": "YXNkbGZqYWRmaiBhc2RmdW9hZHNmZGpmaGFzbGtkaGZza2RmaAo",
-  "job": {
-    "id": "f3cc4f60-61f6-4a2b-8a21-d07600c373ce",
-    "userArguments": {
-      "k1": "v1",
-      "k2": "v2"
-    }
-  },
-  "tasks": [
-    {
-      "taskId": "dGFza2lkZ29lc2hlcmUK",
-      "s3Key": "prefix/dataset/dataset.20231222.json.gz",
-      "s3VersionId": null,
-      "s3Bucket": "powertools-dataset"
-    }
-  ]
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3Event.json b/examples/event_sources/events/s3Event.json
deleted file mode 100644
index 71eff8db743..00000000000
--- a/examples/event_sources/events/s3Event.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
-  "Records": [
-    {
-      "eventVersion": "2.1",
-      "eventSource": "aws:s3",
-      "awsRegion": "us-east-2",
-      "eventTime": "2019-09-03T19:37:27.192Z",
-      "eventName": "ObjectCreated:Put",
-      "userIdentity": {
-        "principalId": "123"
-      },
-      "requestParameters": {
-        "sourceIPAddress": "205.255.255.255"
-      },
-      "responseElements": {
-        "x-amz-request-id": "D82B88E5F771F645",
-        "x-amz-id-2": "vlR7PnpV2Ce81l0PRw6jlUpck7Jo5ZsQjryTjKlc5aLWGVHPZLj5NeC6qMa0emYBDXOo6QBU0Wo="
-      },
-      "s3": {
-        "s3SchemaVersion": "1.0",
-        "configurationId": "828aa6fc-f7b5-4305-8584-487c791949c1",
-        "bucket": {
-          "name": "lambda-artifacts-deafc19498e3f2df",
-          "ownerIdentity": {
-            "principalId": "123"
-          },
-          "arn": "arn:aws:s3:::lambda-artifacts-deafc19498e3f2df"
-        },
-        "object": {
-          "key": "b21b84d653bb07b05b1e6b33684dc11b",
-          "size": 1305107,
-          "eTag": "b21b84d653bb07b05b1e6b33684dc11b",
-          "sequencer": "0C0F6F405D6ED209E1"
-        }
-      }
-    }
-  ]
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json b/examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json
deleted file mode 100644
index 99b859484ac..00000000000
--- a/examples/event_sources/events/s3EventBridgeNotificationObjectCreatedEvent.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-    "version": "0",
-    "id": "f5f1e65c-dc3a-93ca-6c1e-b1647eac7963",
-    "detail-type": "Object Created",
-    "source": "aws.s3",
-    "account": "123456789012",
-    "time": "2023-03-08T17:50:14Z",
-    "region": "eu-west-1",
-    "resources": [
-        "arn:aws:s3:::example-bucket"
-    ],
-    "detail": {
-        "version": "0",
-        "bucket": {
-            "name": "example-bucket"
-        },
-        "object": {
-            "key": "img.jpg",
-            "size": 184662,
-            "etag": "4e68adba0abe2dc8653dc3354e14c01d",
-            "sequencer": "006408CAD69598B05E"
-        },
-        "request-id": "57H08PA84AB1JZW0",
-        "requester": "123456789012",
-        "source-ip-address": "34.252.34.74",
-        "reason": "PutObject"
-    }
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/sesEvent.json b/examples/event_sources/events/sesEvent.json
deleted file mode 100644
index 636ecad687f..00000000000
--- a/examples/event_sources/events/sesEvent.json
+++ /dev/null
@@ -1,101 +0,0 @@
-{
-  "Records": [
-    {
-      "eventVersion": "1.0",
-      "ses": {
-        "mail": {
-          "commonHeaders": {
-            "from": [
-              "Jane Doe <janedoe@example.com>"
-            ],
-            "to": [
-              "johndoe@example.com"
-            ],
-            "returnPath": "janedoe@example.com",
-            "messageId": "<0123456789example.com>",
-            "date": "Wed, 7 Oct 2015 12:34:56 -0700",
-            "subject": "Test Subject"
-          },
-          "source": "janedoe@example.com",
-          "timestamp": "1970-01-01T00:00:00.000Z",
-          "destination": [
-            "johndoe@example.com"
-          ],
-          "headers": [
-            {
-              "name": "Return-Path",
-              "value": "<janedoe@example.com>"
-            },
-            {
-              "name": "Received",
-              "value": "from mailer.example.com (mailer.example.com [203.0.113.1]) by ..."
-            },
-            {
-              "name": "DKIM-Signature",
-              "value": "v=1; a=rsa-sha256; c=relaxed/relaxed; d=example.com; s=example; ..."
-            },
-            {
-              "name": "MIME-Version",
-              "value": "1.0"
-            },
-            {
-              "name": "From",
-              "value": "Jane Doe <janedoe@example.com>"
-            },
-            {
-              "name": "Date",
-              "value": "Wed, 7 Oct 2015 12:34:56 -0700"
-            },
-            {
-              "name": "Message-ID",
-              "value": "<0123456789example.com>"
-            },
-            {
-              "name": "Subject",
-              "value": "Test Subject"
-            },
-            {
-              "name": "To",
-              "value": "johndoe@example.com"
-            },
-            {
-              "name": "Content-Type",
-              "value": "text/plain; charset=UTF-8"
-            }
-          ],
-          "headersTruncated": false,
-          "messageId": "o3vrnil0e2ic28tr"
-        },
-        "receipt": {
-          "recipients": [
-            "johndoe@example.com"
-          ],
-          "timestamp": "1970-01-01T00:00:00.000Z",
-          "spamVerdict": {
-            "status": "PASS"
-          },
-          "dkimVerdict": {
-            "status": "PASS"
-          },
-          "dmarcPolicy": "reject",
-          "processingTimeMillis": 574,
-          "action": {
-            "type": "Lambda",
-            "invocationType": "Event",
-            "functionArn": "arn:aws:lambda:us-west-2:012345678912:function:Example"
-          },
-          "dmarcVerdict": {
-            "status": "PASS"
-          },
-          "spfVerdict": {
-            "status": "PASS"
-          },
-          "virusVerdict": {
-            "status": "PASS"
-          }
-        }
-      },
-      "eventSource": "aws:ses"
-    }
-  ]
-}
diff --git a/examples/event_sources/events/snsEvent.json b/examples/event_sources/events/snsEvent.json
deleted file mode 100644
index 3d8a8ed443c..00000000000
--- a/examples/event_sources/events/snsEvent.json
+++ /dev/null
@@ -1,31 +0,0 @@
-{
-  "Records": [
-    {
-      "EventVersion": "1.0",
-      "EventSubscriptionArn": "arn:aws:sns:us-east-2:123456789012:sns-la ...",
-      "EventSource": "aws:sns",
-      "Sns": {
-        "SignatureVersion": "1",
-        "Timestamp": "2019-01-02T12:45:07.000Z",
-        "Signature": "tcc6faL2yUC6dgZdmrwh1Y4cGa/ebXEkAi6RibDsvpi+tE/1+82j...65r==",
-        "SigningCertUrl": "https://sns.us-east-2.amazonaws.com/SimpleNotification",
-        "MessageId": "95df01b4-ee98-5cb9-9903-4c221d41eb5e",
-        "Message": "Hello from SNS!",
-        "MessageAttributes": {
-          "Test": {
-            "Type": "String",
-            "Value": "TestString"
-          },
-          "TestBinary": {
-            "Type": "Binary",
-            "Value": "TestBinary"
-          }
-        },
-        "Type": "Notification",
-        "UnsubscribeUrl": "https://sns.us-east-2.amazonaws.com/?Action=Unsubscribe",
-        "TopicArn": "arn:aws:sns:us-east-2:123456789012:sns-lambda",
-        "Subject": "TestInvoke"
-      }
-    }
-  ]
-}
\ No newline at end of file
diff --git a/examples/event_sources/events/sqsEvent.json b/examples/event_sources/events/sqsEvent.json
deleted file mode 100644
index 4ca764cc0ba..00000000000
--- a/examples/event_sources/events/sqsEvent.json
+++ /dev/null
@@ -1,42 +0,0 @@
-{
-  "Records": [
-    {
-      "messageId": "059f36b4-87a3-44ab-83d2-661975830a7d",
-      "receiptHandle": "AQEBwJnKyrHigUMZj6rYigCgxlaS3SLy0a...",
-      "body": "Test message.",
-      "attributes": {
-        "ApproximateReceiveCount": "1",
-        "SentTimestamp": "1545082649183",
-        "SenderId": "1234",
-        "ApproximateFirstReceiveTimestamp": "1545082649185"
-      },
-      "messageAttributes": {
-        "testAttr": {
-          "stringValue": "100",
-          "binaryValue": "base64Str",
-          "dataType": "Number"
-        }
-      },
-      "md5OfBody": "e4e68fb7bd0e697a0ae8f1bb342846b3",
-      "eventSource": "aws:sqs",
-      "eventSourceARN": "arn:aws:sqs:us-east-2:123456789012:my-queue",
-      "awsRegion": "us-east-2"
-    },
-    {
-      "messageId": "2e1424d4-f796-459a-8184-9c92662be6da",
-      "receiptHandle": "AQEBzWwaftRI0KuVm4tP+/7q1rGgNqicHq...",
-      "body": "{\"message\": \"foo1\"}",
-      "attributes": {
-        "ApproximateReceiveCount": "1",
-        "SentTimestamp": "1545082650636",
-        "SenderId": "1234",
-        "ApproximateFirstReceiveTimestamp": "1545082650649"
-      },
-      "messageAttributes": {},
-      "md5OfBody": "e4e68fb7bd0e697a0ae8f1bb342846b3",
-      "eventSource": "aws:sqs",
-      "eventSourceARN": "arn:aws:sqs:us-east-2:123456789012:my-queue",
-      "awsRegion": "us-east-2"
-    }
-  ]
-}
\ No newline at end of file
diff --git a/examples/event_sources/src/vpc_lattice_payload.json b/examples/event_sources/events/vpc_lattice_payload.json
similarity index 100%
rename from examples/event_sources/src/vpc_lattice_payload.json
rename to examples/event_sources/events/vpc_lattice_payload.json
diff --git a/examples/event_sources/src/vpc_lattice_v2_payload.json b/examples/event_sources/events/vpc_lattice_v2_payload.json
similarity index 100%
rename from examples/event_sources/src/vpc_lattice_v2_payload.json
rename to examples/event_sources/events/vpc_lattice_v2_payload.json
diff --git a/examples/event_sources/src/aws_config_rule_item_changed.json b/examples/event_sources/src/aws_config_rule_item_changed.json
deleted file mode 100644
index cbf7abf67aa..00000000000
--- a/examples/event_sources/src/aws_config_rule_item_changed.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-    "version":"1.0",
-    "invokingEvent":"{\"configurationItemDiff\":{\"changedProperties\":{\"Configuration.InstanceType\":{\"previousValue\":\"t2.micro\",\"updatedValue\":\"t2.medium\",\"changeType\":\"UPDATE\"},\"Configuration.State.Name\":{\"previousValue\":\"running\",\"updatedValue\":\"stopped\",\"changeType\":\"UPDATE\"},\"Configuration.StateTransitionReason\":{\"previousValue\":\"\",\"updatedValue\":\"User initiated (2023-04-27 15:01:07 GMT)\",\"changeType\":\"UPDATE\"},\"Configuration.StateReason\":{\"previousValue\":null,\"updatedValue\":{\"code\":\"Client.UserInitiatedShutdown\",\"message\":\"Client.UserInitiatedShutdown: User initiated shutdown\"},\"changeType\":\"CREATE\"},\"Configuration.CpuOptions.CoreCount\":{\"previousValue\":1,\"updatedValue\":2,\"changeType\":\"UPDATE\"}},\"changeType\":\"UPDATE\"},\"configurationItem\":{\"relatedEvents\":[],\"relationships\":[{\"resourceId\":\"eipalloc-0ebb4367662263cc1\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::EIP\",\"name\":\"Is attached to ElasticIp\"},{\"resourceId\":\"eni-034dd31c4b17ada8c\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::NetworkInterface\",\"name\":\"Contains NetworkInterface\"},{\"resourceId\":\"eni-09a604c0ec356b06f\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::NetworkInterface\",\"name\":\"Contains NetworkInterface\"},{\"resourceId\":\"sg-0fb295a327d9b4835\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::SecurityGroup\",\"name\":\"Is associated with SecurityGroup\"},{\"resourceId\":\"subnet-cad1f2f4\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::Subnet\",\"name\":\"Is contained in Subnet\"},{\"resourceId\":\"vol-0a288b5eb9fea4b30\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::Volume\",\"name\":\"Is attached to Volume\"},{\"resourceId\":\"vpc-2d96be57\",\"resourceName\":null,\"resourceType\":\"AWS::EC2::VPC\",\"name\":\"Is contained in Vpc\"}],\"configuration\":{\"amiLaunchIndex\":0,\"imageId\":\"ami-09d95fab7fff3776c\",\"instanceId\":\"i-042dd005362091826\",\"instanceType\":\"t2.medium\",\"kernelId\":null,\"keyName\":\"mihaec2\",\"launchTime\":\"2023-04-27T14:57:16.000Z\",\"monitoring\":{\"state\":\"disabled\"},\"placement\":{\"availabilityZone\":\"us-east-1e\",\"affinity\":null,\"groupName\":\"\",\"partitionNumber\":null,\"hostId\":null,\"tenancy\":\"default\",\"spreadDomain\":null,\"hostResourceGroupArn\":null},\"platform\":null,\"privateDnsName\":\"ip-172-31-78-41.ec2.internal\",\"privateIpAddress\":\"172.31.78.41\",\"productCodes\":[],\"publicDnsName\":\"ec2-3-232-229-57.compute-1.amazonaws.com\",\"publicIpAddress\":\"3.232.229.57\",\"ramdiskId\":null,\"state\":{\"code\":80,\"name\":\"stopped\"},\"stateTransitionReason\":\"User initiated (2023-04-27 15:01:07 GMT)\",\"subnetId\":\"subnet-cad1f2f4\",\"vpcId\":\"vpc-2d96be57\",\"architecture\":\"x86_64\",\"blockDeviceMappings\":[{\"deviceName\":\"/dev/xvda\",\"ebs\":{\"attachTime\":\"2020-05-30T15:21:58.000Z\",\"deleteOnTermination\":true,\"status\":\"attached\",\"volumeId\":\"vol-0a288b5eb9fea4b30\"}}],\"clientToken\":\"\",\"ebsOptimized\":false,\"enaSupport\":true,\"hypervisor\":\"xen\",\"iamInstanceProfile\":{\"arn\":\"arn:aws:iam::0123456789012:instance-profile/AmazonSSMRoleForInstancesQuickSetup\",\"id\":\"AIPAS5S4WFUBL72S3QXW5\"},\"instanceLifecycle\":null,\"elasticGpuAssociations\":[],\"elasticInferenceAcceleratorAssociations\":[],\"networkInterfaces\":[{\"association\":{\"carrierIp\":null,\"ipOwnerId\":\"0123456789012\",\"publicDnsName\":\"ec2-3-232-229-57.compute-1.amazonaws.com\",\"publicIp\":\"3.232.229.57\"},\"attachment\":{\"attachTime\":\"2020-05-30T15:21:57.000Z\",\"attachmentId\":\"eni-attach-0a7e75dc9c1c291a0\",\"deleteOnTermination\":true,\"deviceIndex\":0,\"status\":\"attached\",\"networkCardIndex\":0},\"description\":\"\",\"groups\":[{\"groupName\":\"minhaec2\",\"groupId\":\"sg-0fb295a327d9b4835\"}],\"ipv6Addresses\":[],\"macAddress\":\"06:cf:00:c2:17:db\",\"networkInterfaceId\":\"eni-034dd31c4b17ada8c\",\"ownerId\":\"0123456789012\",\"privateDnsName\":\"ip-172-31-78-41.ec2.internal\",\"privateIpAddress\":\"172.31.78.41\",\"privateIpAddresses\":[{\"association\":{\"carrierIp\":null,\"ipOwnerId\":\"0123456789012\",\"publicDnsName\":\"ec2-3-232-229-57.compute-1.amazonaws.com\",\"publicIp\":\"3.232.229.57\"},\"primary\":true,\"privateDnsName\":\"ip-172-31-78-41.ec2.internal\",\"privateIpAddress\":\"172.31.78.41\"}],\"sourceDestCheck\":true,\"status\":\"in-use\",\"subnetId\":\"subnet-cad1f2f4\",\"vpcId\":\"vpc-2d96be57\",\"interfaceType\":\"interface\"},{\"association\":null,\"attachment\":{\"attachTime\":\"2020-11-26T23:46:04.000Z\",\"attachmentId\":\"eni-attach-0e6d150ebbd19966e\",\"deleteOnTermination\":false,\"deviceIndex\":1,\"status\":\"attached\",\"networkCardIndex\":0},\"description\":\"MINHAEC2AAAAAA\",\"groups\":[{\"groupName\":\"minhaec2\",\"groupId\":\"sg-0fb295a327d9b4835\"},{\"groupName\":\"default\",\"groupId\":\"sg-88105fa0\"}],\"ipv6Addresses\":[],\"macAddress\":\"06:0a:62:00:64:5f\",\"networkInterfaceId\":\"eni-09a604c0ec356b06f\",\"ownerId\":\"0123456789012\",\"privateDnsName\":\"ip-172-31-70-9.ec2.internal\",\"privateIpAddress\":\"172.31.70.9\",\"privateIpAddresses\":[{\"association\":null,\"primary\":true,\"privateDnsName\":\"ip-172-31-70-9.ec2.internal\",\"privateIpAddress\":\"172.31.70.9\"}],\"sourceDestCheck\":true,\"status\":\"in-use\",\"subnetId\":\"subnet-cad1f2f4\",\"vpcId\":\"vpc-2d96be57\",\"interfaceType\":\"interface\"}],\"outpostArn\":null,\"rootDeviceName\":\"/dev/xvda\",\"rootDeviceType\":\"ebs\",\"securityGroups\":[{\"groupName\":\"minhaec2\",\"groupId\":\"sg-0fb295a327d9b4835\"}],\"sourceDestCheck\":true,\"spotInstanceRequestId\":null,\"sriovNetSupport\":null,\"stateReason\":{\"code\":\"Client.UserInitiatedShutdown\",\"message\":\"Client.UserInitiatedShutdown: User initiated shutdown\"},\"tags\":[{\"key\":\"projeto\",\"value\":\"meetup\"},{\"key\":\"Name\",\"value\":\"Minha\"},{\"key\":\"CentroCusto\",\"value\":\"TI\"},{\"key\":\"Setor\",\"value\":\"Desenvolvimento\"}],\"virtualizationType\":\"hvm\",\"cpuOptions\":{\"coreCount\":2,\"threadsPerCore\":1},\"capacityReservationId\":null,\"capacityReservationSpecification\":{\"capacityReservationPreference\":\"open\",\"capacityReservationTarget\":null},\"hibernationOptions\":{\"configured\":false},\"licenses\":[],\"metadataOptions\":{\"state\":\"applied\",\"httpTokens\":\"optional\",\"httpPutResponseHopLimit\":1,\"httpEndpoint\":\"enabled\"},\"enclaveOptions\":{\"enabled\":false},\"bootMode\":null},\"supplementaryConfiguration\":{},\"tags\":{\"projeto\":\"meetup\",\"Setor\":\"Desenvolvimento\",\"CentroCusto\":\"TI\",\"Name\":\"Minha\"},\"configurationItemVersion\":\"1.3\",\"configurationItemCaptureTime\":\"2023-04-27T15:03:11.636Z\",\"configurationStateId\":1682607791636,\"awsAccountId\":\"0123456789012\",\"configurationItemStatus\":\"OK\",\"resourceType\":\"AWS::EC2::Instance\",\"resourceId\":\"i-042dd005362091826\",\"resourceName\":null,\"ARN\":\"arn:aws:ec2:us-east-1:0123456789012:instance/i-042dd005362091826\",\"awsRegion\":\"us-east-1\",\"availabilityZone\":\"us-east-1e\",\"configurationStateMd5Hash\":\"\",\"resourceCreationTime\":\"2023-04-27T14:57:16.000Z\"},\"notificationCreationTime\":\"2023-04-27T15:03:13.332Z\",\"messageType\":\"ConfigurationItemChangeNotification\",\"recordVersion\":\"1.3\"}",
-    "ruleParameters":"{\"desiredInstanceType\": \"t2.micro\"}",
-    "resultToken":"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",
-    "eventLeftScope":false,
-    "executionRoleArn":"arn:aws:iam::0123456789012:role/aws-service-role/config.amazonaws.com/AWSServiceRoleForConfig",
-    "configRuleArn":"arn:aws:config:us-east-1:0123456789012:config-rule/config-rule-i9y8j9",
-    "configRuleName":"MyRule",
-    "configRuleId":"config-rule-i9y8j9",
-    "accountId":"0123456789012",
-    "evaluationMode":"DETECTIVE"
- }
diff --git a/examples/event_sources/src/aws_config_rule_oversized.json b/examples/event_sources/src/aws_config_rule_oversized.json
deleted file mode 100644
index 5eaef4e0015..00000000000
--- a/examples/event_sources/src/aws_config_rule_oversized.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "invokingEvent": "{\"configurationItemSummary\": {\"changeType\": \"UPDATE\",\"configurationItemVersion\": \"1.2\",\"configurationItemCaptureTime\":\"2016-10-06T16:46:16.261Z\",\"configurationStateId\": 0,\"awsAccountId\":\"123456789012\",\"configurationItemStatus\": \"OK\",\"resourceType\": \"AWS::EC2::Instance\",\"resourceId\":\"i-00000000\",\"resourceName\":null,\"ARN\":\"arn:aws:ec2:us-west-2:123456789012:instance/i-00000000\",\"awsRegion\": \"us-west-2\",\"availabilityZone\":\"us-west-2a\",\"configurationStateMd5Hash\":\"8f1ee69b287895a0f8bc5753eca68e96\",\"resourceCreationTime\":\"2016-10-06T16:46:10.489Z\"},\"messageType\":\"OversizedConfigurationItemChangeNotification\", \"notificationCreationTime\": \"2016-10-06T16:46:16.261Z\", \"recordVersion\": \"1.0\"}",
-    "ruleParameters": "{\"myParameterKey\":\"myParameterValue\"}",
-    "resultToken": "myResultToken",
-    "eventLeftScope": false,
-    "executionRoleArn": "arn:aws:iam::123456789012:role/config-role",
-    "configRuleArn": "arn:aws:config:us-east-2:123456789012:config-rule/config-rule-ec2-managed-instance-inventory",
-    "configRuleName": "change-triggered-config-rule",
-    "configRuleId": "config-rule-0123456",
-    "accountId": "123456789012",
-    "version": "1.0"
-}
diff --git a/examples/event_sources/src/cloudWatchDashboard.py b/examples/event_sources/src/cloudWatchDashboard.py
index f1c806fd84c..ff8b896a806 100644
--- a/examples/event_sources/src/cloudWatchDashboard.py
+++ b/examples/event_sources/src/cloudWatchDashboard.py
@@ -6,19 +6,26 @@
 
 @event_source(data_class=CloudWatchDashboardCustomWidgetEvent)
 def lambda_handler(event: CloudWatchDashboardCustomWidgetEvent, context):
+    if event.widget_context is None:
+        logger.warning("No widget context provided")
+        return {"title": "Error", "markdown": "Widget context is missing"}
+
     logger.info(f"Processing custom widget for dashboard: {event.widget_context.dashboard_name}")
 
     # Access specific event properties
     widget_id = event.widget_context.widget_id
-    time_range_start = event.widget_context.time_range.start
-    time_range_end = event.widget_context.time_range.end
+    time_range = event.widget_context.time_range
+
+    if time_range is None:
+        logger.warning("No time range provided")
+        return {"title": f"Custom Widget {widget_id}", "markdown": "Time range is missing"}
 
     # Your custom widget logic here
     return {
         "title": f"Custom Widget {widget_id}",
         "markdown": f"""
         Dashboard: {event.widget_context.dashboard_name}
-        Time Range: {time_range_start} to {time_range_end}
-        Theme: {event.widget_context.theme}
+        Time Range: {time_range.start} to {time_range.end}
+        Theme: {event.widget_context.theme or 'default'}
         """,
     }
diff --git a/examples/event_sources/src/codedeploy_lifecycle_hook.py b/examples/event_sources/src/codedeploy_lifecycle_hook.py
index 862dc75de8b..6da54d185fc 100644
--- a/examples/event_sources/src/codedeploy_lifecycle_hook.py
+++ b/examples/event_sources/src/codedeploy_lifecycle_hook.py
@@ -2,7 +2,7 @@
 
 
 @event_source(data_class=CodeDeployLifecycleHookEvent)
-def lambda_handler(event: CodeDeployLifecycleHookEvent, context) -> None:
+def lambda_handler(event: CodeDeployLifecycleHookEvent, context):
     deployment_id = event.deployment_id
     lifecycle_event_hook_execution_id = event.lifecycle_event_hook_execution_id
 
diff --git a/examples/event_sources/src/cognito_define_auth.py b/examples/event_sources/src/cognito_define_auth.py
index 5ca425de0f9..2f7d197bb26 100644
--- a/examples/event_sources/src/cognito_define_auth.py
+++ b/examples/event_sources/src/cognito_define_auth.py
@@ -1,29 +1,30 @@
 from aws_lambda_powertools.utilities.data_classes.cognito_user_pool_event import DefineAuthChallengeTriggerEvent
 
 
-def lambda_handler(event: dict, context) -> dict:
-    event: DefineAuthChallengeTriggerEvent = DefineAuthChallengeTriggerEvent(event)
-    if len(event.request.session) == 1 and event.request.session[0].challenge_name == "SRP_A":
-        event.response.issue_tokens = False
-        event.response.fail_authentication = False
-        event.response.challenge_name = "PASSWORD_VERIFIER"
+def lambda_handler(event, context) -> dict:
+    event_obj: DefineAuthChallengeTriggerEvent = DefineAuthChallengeTriggerEvent(event)
+
+    if len(event_obj.request.session) == 1 and event_obj.request.session[0].challenge_name == "SRP_A":
+        event_obj.response.issue_tokens = False
+        event_obj.response.fail_authentication = False
+        event_obj.response.challenge_name = "PASSWORD_VERIFIER"
     elif (
-        len(event.request.session) == 2
-        and event.request.session[1].challenge_name == "PASSWORD_VERIFIER"
-        and event.request.session[1].challenge_result
+        len(event_obj.request.session) == 2
+        and event_obj.request.session[1].challenge_name == "PASSWORD_VERIFIER"
+        and event_obj.request.session[1].challenge_result
     ):
-        event.response.issue_tokens = False
-        event.response.fail_authentication = False
-        event.response.challenge_name = "CUSTOM_CHALLENGE"
+        event_obj.response.issue_tokens = False
+        event_obj.response.fail_authentication = False
+        event_obj.response.challenge_name = "CUSTOM_CHALLENGE"
     elif (
-        len(event.request.session) == 3
-        and event.request.session[2].challenge_name == "CUSTOM_CHALLENGE"
-        and event.request.session[2].challenge_result
+        len(event_obj.request.session) == 3
+        and event_obj.request.session[2].challenge_name == "CUSTOM_CHALLENGE"
+        and event_obj.request.session[2].challenge_result
     ):
-        event.response.issue_tokens = True
-        event.response.fail_authentication = False
+        event_obj.response.issue_tokens = True
+        event_obj.response.fail_authentication = False
     else:
-        event.response.issue_tokens = False
-        event.response.fail_authentication = True
+        event_obj.response.issue_tokens = False
+        event_obj.response.fail_authentication = True
 
-    return event.raw_event
+    return event_obj.raw_event
diff --git a/examples/event_sources/src/dynamodb_multiple_records.py b/examples/event_sources/src/dynamodb_multiple_records.py
index ebc216e4da2..8436dcfc827 100644
--- a/examples/event_sources/src/dynamodb_multiple_records.py
+++ b/examples/event_sources/src/dynamodb_multiple_records.py
@@ -4,7 +4,10 @@
 
 @event_source(data_class=DynamoDBStreamEvent)
 def lambda_handler(event: DynamoDBStreamEvent, context: LambdaContext):
+    processed_keys = []
     for record in event.records:
-        # {"N": "123.45"} => Decimal("123.45")
-        key: str = record.dynamodb.keys["Id"]
-    return {"statusCode": 200, "body": f"Key:, {key}!"}
+        if record.dynamodb and record.dynamodb.keys and "Id" in record.dynamodb.keys:
+            key = record.dynamodb.keys["Id"]
+            processed_keys.append(key)
+
+    return {"statusCode": 200, "body": f"Processed keys: {processed_keys}"}
diff --git a/examples/event_sources/src/kafka_event.py b/examples/event_sources/src/kafka_event.py
index 93568931eb6..c6f62e243eb 100644
--- a/examples/event_sources/src/kafka_event.py
+++ b/examples/event_sources/src/kafka_event.py
@@ -1,7 +1,7 @@
 from aws_lambda_powertools.utilities.data_classes import KafkaEvent, event_source
 
 
-def do_something_with(key: bytes, value: dict):
+def do_something_with(key: str, value: str):
     print(f"key: {key}, value: {value}")
 
 
diff --git a/examples/event_sources/src/kinesis_streams.py b/examples/event_sources/src/kinesis_streams.py
index 195f6ae565a..630190c5807 100644
--- a/examples/event_sources/src/kinesis_streams.py
+++ b/examples/event_sources/src/kinesis_streams.py
@@ -1,4 +1,5 @@
 import json
+from typing import Any, Dict, Union
 
 from aws_lambda_powertools import Logger
 from aws_lambda_powertools.utilities.data_classes import KinesisStreamEvent, event_source
@@ -12,21 +13,23 @@ def lambda_handler(event: KinesisStreamEvent, context: LambdaContext):
     for record in event.records:
         kinesis_record = record.kinesis
 
+        payload: Union[Dict[str, Any], str]
+
         try:
-            # First, try to parse the data as JSON
-            data = kinesis_record.data_as_json()
+            # Try to parse as JSON first
+            payload = kinesis_record.data_as_json()
             logger.info("Received JSON data from Kinesis")
         except json.JSONDecodeError:
-            # If JSON parsing fails, treat it as text
-            data = kinesis_record.data_as_text()
+            # If JSON parsing fails, get as text
+            payload = kinesis_record.data_as_text()
             logger.info("Received text data from Kinesis")
 
-        process_data(data)
+        process_data(payload)
 
     return {"statusCode": 200, "body": "Processed all records successfully"}
 
 
-def process_data(data):
+def process_data(data: Union[Dict[str, Any], str]) -> None:
     if isinstance(data, dict):
         # Handle JSON data
         logger.info(f"Processing JSON data: {data}")
diff --git a/examples/event_sources/src/secrets_manager_event.json b/examples/event_sources/src/secrets_manager_event.json
deleted file mode 100644
index 18e7dcd935b..00000000000
--- a/examples/event_sources/src/secrets_manager_event.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-    "SecretId":"arn:aws:secretsmanager:us-west-2:123456789012:secret:MyTestDatabaseSecret-a1b2c3",
-    "ClientRequestToken":"550e8400-e29b-41d4-a716-446655440000",
-    "Step":"createSecret"
-}

From 69ed1995869f5ccf02f5d239e6752af70945c7f9 Mon Sep 17 00:00:00 2001
From: Ana Falcao <afalcao@amazon.com>
Date: Fri, 24 Jan 2025 17:15:27 -0300
Subject: [PATCH 7/7] fix highlight kinesis event

---
 docs/utilities/data_classes.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index 6095c83c47d..2574d119acd 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -559,7 +559,7 @@ or plain text, depending on the original payload.
 
 === "app.py"
 
-    ```python hl_lines="4 10"
+    ```python hl_lines="4 11"
     --8<-- "examples/event_sources/src/kinesis_streams.py"
     ```