From 85efd821eb2e1773e659fe84df7166df2bde4f87 Mon Sep 17 00:00:00 2001 From: Kent Yao Date: Fri, 19 Mar 2021 10:51:50 +0800 Subject: [PATCH] [KYUUBI #443] [DOC] Add Kyuubi v.s. Spark ThriftServer ![yaooqinn](https://badgen.net/badge/Hello/yaooqinn/green) [![Closes #443](https://badgen.net/badge/Preview/Closes%20%23443/blue)](https://github.com/yaooqinn/kyuubi/pull/443) ![246](https://badgen.net/badge/%2B/246/red) ![9](https://badgen.net/badge/-/9/green) ![2](https://badgen.net/badge/commits/2/yellow) ![Target Issue](https://badgen.net/badge/Missing/Target%20Issue/ff0000) ![Test Plan](https://badgen.net/badge/Missing/Test%20Plan/ff0000) ![Doc](https://badgen.net/badge/Label/Doc/) [Powered by Pull Request Badge](https://pullrequestbadge.com/?utm_medium=github&utm_source=yaooqinn&utm_campaign=badge_info) ### _Why are the changes needed?_ ### _How was this patch tested?_ - [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible - [ ] Add screenshots for manual tests if appropriate - [ ] [Run test](https://kyuubi.readthedocs.io/en/latest/tools/testing.html#running-tests) locally before make a pull request Closes #443 from yaooqinn/thriftserver. 0597c8a [Kent Yao] [DOC] Add Kyuubi v.s. Spark ThriftServer d4df9f2 [Kent Yao] [DOC] Add Kyuubi v.s. Spark ThriftServer Authored-by: Kent Yao Signed-off-by: Kent Yao --- docs/imgs/spark/hang.png | Bin 0 -> 48377 bytes docs/imgs/spark/sts.png | Bin 0 -> 216284 bytes docs/overview/index.rst | 1 + docs/overview/kyuubi_vs_thriftserver.md | 254 +++++++++++++++++++++++- 4 files changed, 246 insertions(+), 9 deletions(-) create mode 100644 docs/imgs/spark/hang.png create mode 100644 docs/imgs/spark/sts.png diff --git a/docs/imgs/spark/hang.png b/docs/imgs/spark/hang.png new file mode 100644 index 0000000000000000000000000000000000000000..167b71baa35be229a893d544d3e549480ab62b19 GIT binary patch literal 48377 zcmb@sdpHyB|39vXPUx)2p;tu`lJi-qB%xBsX-bYWbC$zM2P&a*D#Mgh4l}3Cd6Ysl z%V8TEmawrIF&o>A?|QvIpZBNl=X+i6SHJ7}{WEi2&)xU)zVFBVxF7fPaX-CkV zdb^O2khtZg^Vfxh#DWFi@moa&pT~e5fnuwro53((MPXu6de+l7P=jwz7ieK{8;?b@uy$Xo{NckTom^?a7UDM z(Ar%DrE&AlxBHL1N)rsz%ia-EzUDT1c%S#m3&FOo8Ir8UH64V6ofWyH52*|Un$SpLnu8mIq`oGs~{9#r5r!X3}^(OtFwKS>K5jGZ$93z z2G-jadFNbonpd2HOBBa=Vp0+|x6g?4^Ftslz6NZ%{&L~5{P;TSr-uU{c(1`OYElWk z^s@QE(2zcYd(-MLebXBWav3pvq zqwgR6&jbC{(kbD1>m5@z2foTmyvS==fpx?+tc?dI&StElD)g1WohUGC95h}9-;9*! z4b^8a<1-79;8C_%8Z(xt8;mQ76Z{6+G?nbc^8!0Z;9l2|XPp~#-m7@Vt{o-YjNdh3 zur0)Mcait?F)!5w{nOO{%INE%cx&;g6iEt2xKO$LY;TW{v;uHbq~B_mBiW71VONl~MsU=M-lcqxiULKa!q*JuA=npO?YReSE9GrNT;! zb3&}TuDk-PYR(y@;qDX%uR*i2cZguE6dcGo89KfS5yK0!n;SjmqELs;{}YP;3nol+ z_d(&tje4Xxa6)7{gJG`T1D zXH8#mw-auhe9-WqL}u>P*>beoDrus?VQgg0q(b~Br5EG(qfyT2fAhD zKkeT+Dcrck>cKgjAj_Jp|NN5hwq@Ec&Q@34s}HD9&&{5$ArFcMCo*)t5C6$FrKGeM ziv%m}__00hfFl3^?iNNfov)!@K1gAUAX zlkfg*#f`kMFJou8xE?>$+{$wNXsn!*rt_aHsoXaI%L);4GS6)Ph<6S=7K$IeFsr=w z=nse|GeHnsH0vk5{U6xu?@hja)8@vc0lU?0e-bP%2(}u;Y3=)i6?5FTStMAhsO0C~ zKM9r=1ZNeO`=0n`5>}`>A+mK!?XvBJ(w_ut{R*~r7`*x?>vC=Du5Q=#ypOhj672gc zIJ>g=?H{aR`@3BVFPcvnKZgBD@W8KNEmv#vBmYc`@fVJmDMVb0+HU$M!9~A)o&hRg!iFaJpUl*Hc|th=~cx9Dc$7Q)-%|{LT`&22E543KZgWO=C?mi!3vL zdjBxGj5{~~b1~6YM_-FyN0JBiRSW+C_|vz2^;KAT`m?{h?0cbzDCB$9Xim&!<>AJc zLVoDt*}i~JsnLZ z(RHzJdqWc4(mc$vz9zm#)HQ`TWt4DfWK;D|{a**me?oY? z{>~}XS-Wkg{e%`9#RlBphUbdA_*K;s?KvcO4_0)uj&-kJVD*ixJnR<5L4y*Ww9kSC z4wd;3(NR+sKN?`-8`7(aefQ(czONYG`_>l$+KB0*op4iM<&;0@ebe#N5rRhA5#l~v zcMs@FO1`g7RcYI_A9h67Py74(_|aX#VMxG^oZ1o=rS~Ld9Ym1iDF(EcXs#L}N%4vTL zZ@#alBzwd%z+5i4L#NA_7Q&0Spu~$){)xCEua0`6dijr)=q5+hPdD4-;5@rUbVd< zmvB6ghnPC?&OFxF$UdifRRj+b_9;rvlSKu?(841-(`2Z z&5d_PMMJtofhe_qpw*IrZ^ht}9&cCAIu$7EKrEglL+Or*nz*3hU(1 z0G`_)iwxprbim~qjXD5NoY+IAPI(J4#l+M(y0PAeZeX2{7xM-22TV;`J#Pz7rJ_nk z9{vGo8i?qqzEIJ&JRRY(OBXUYB&Pm3Q~aP`llVEBK95%;eGush%CFwnjpQ8HD-BQ2 zvj)>a!Wq-LHY6dCn&TMJkE~-82SlkNOl|@E-J;P;C8|JvEytfv#QTvlt(kS8dC4Eo zGF~OuDgMc3ir=N9{lajYyLcJV{jL*QT$-qRg%r$KnDKj2Cr(72{d5u@)nVW3ceM_V zfLkqb@t2r-`2@y5}1&Jj`+;QeQ4f zKgZxk&w8XDKpwOrV}3u7d-DotNQGJi|thvLQqW1(?zG?JvoHK6oe;-Qd}0 zpB1k1GZzat-4Yjqh4TuM`meP7v)XLe+50_t6f`eXmiPw%R`|YcS2ydtUc#TmR$&Cf zEg(efs_{RMKtQ{;_suGmK5G0)Y&=L&AcCNV_i2Bim^N*_CzxF0-6?+*>#r$L$fVIt zHzfZ+QJA&wRd_*v8o2XMV%?#Fxf`QM$!ahRc|M8!yW$72IrJt@H&oiKquLw6H6x`+`_-FyX`r9-H#Yk zWgkWV*7}YM_gSoSVT6>31IB&DNfUZ9DUP=SHa{zZOk&hf~y^vZvdt0wB;i!EkRA|zt zkq5(@yN_(k(F^)({R(4O;v3Q6>FC^|JL`Y%{`Nb9^je4ci7UUQ$NZIE46Caq`k|b6 zfzbbIOlb3wb+?~?H}vLSVqltt04VMnTTjE(FPcsq|2?N&f}9TW>rT17>l#_sI_%xC zTcy|feo);g-zc0S4`o8ZM}8s-M;|(`jya*S>+GccK%L-hc;IrG_UF*K_cHK{l9et=^U=E85KEb z(L1(LC%0K}k4X~!TNJrp-h8UCM8rblcSzn9EPS8Y#1Lw?S!(TB$*z&WPd&kV-4Clq zYzzu;e&0+@`tPz_yz;iH7kPUQfBs!xy*Sd&H4uJmN4h9v+$U=MzXu(!FEN!DGnE-Q zQ8{*dK?Wh2nmkt;*Yv~tW2I~J$7Xcoog3TWlbnUsD2 z7V{j@h?K(NFW|>2;S0({tEDDkxYfZKs(bP%OygZstrv1;Na4DT*w}l|-!)QgSuOVTt8(ndOEEgF)Q|5ytsUHAfxV^HZMo-F zxGpif^KhA6*Kq228FJLlG;e#OK3DRyH(ke1FuhJSESeUlcHxF#R>HA*>RCxm(i2rQo3Ng zVx<4kV>7O8tma3e<`aQ06W6P(nVr=O4nvk2hx_ySRCUs0_zO``p#4cxoof{Q?7act{ zKIJSK+9%bl>#{hA$te%XC0^Y)MlN{FPR=$5w;aL4px(Om^;N&f>c3R>=>?Hzbo!ip zb3N8#c_OFMg5?NP*8=*~rl^k9my7dUF2F2&vLT)MVV}I!mD)xs!{{uYVP&*MZD*!- zAoF>#x2!zxOQF@9=(fdq9}B`Pb3DuNL)$yKysNzGM)~HMXMvv|V}V>p z<}Adq0Q!yQHux!XyuQ?R0)f(o(S~VObD5nVE4WqN{j0;zuML_U>LRLv9#T}8r7b8> zR(N@?SHNlP)z9I*^=b(0p&cs|22zgEd0E&36J1bu%wCT^TVtt14c-~oy}?ayEDB@Z zZR!AUocQ-h;HE`b6L`wT9YD;D?mU�zl0VmE71sk@rZjG(nsMtLaKmo#zcDq7qt? zI@*1T> zR;X-S-Z;CqSb0aBKjRbsuaY5$UI!3`wzA$zAGc7H1B|1Ck?TYqy5ps##)R-CpJr?%JVxuE-l*oU%R!)6SI zbJ#@oROf5%U!?AHjZknd=pfFwk?R^U-_W7K{GKBc+`QL(ZtAO9O|Cl6-UlVd7omwg zKn^}Ru5o%zyW6eZsRWt3`g(U61@{Hlq`)&c7;JJm+jv1q-?KocPHoKZmMVdJm1Uvn zbCKh^@^)5}ocUw1r~c#ql6h;eP#ibnV^&@%`eKP=iiqI28{E22UBOuDW-jo@==ImS zp?S)fEX;%at8Rl~;{%*46hrw(s<hJEapqpk(yC(l& zo0l)Y3B+8*hZq4jUogfS_~nVcd3Mv39gC$5dfz3c=JKkIr5-`i5IbgY0=wD2oYyj6 zd$zi01$3d=L}5hpK=z^s5&3fLFAEL7wX0;1D^YEF*Mcv`Jj$57WC`+XN&$eN?6l%u z`>xOuTfguqnCiN3B+?s#hp@)jZN*>g>HSgDIhog*qx|`GXYY@PcHlD|`kdOV(;#qX zByAAN-Z@+kp@V#6vn?PsF?Ar2lLN0mfdBj^6X@zu_im@ZyrVqDw=LqZc1k$Ru-rZ) z$Dd{7R#kp8#@4LblDK+6zjC8N99E2 z5!}82sx@xJDM7GXCf@C^^?mqIc(U9Momb+t(d_i?Ot_jAX{68UqbqNOdd*sU7KyMn z-4{cM!lf32fn;1Bv3}MZ1r3*?p%}ABFy*#$+nlb+5J4!q;&~m2Xs-_|M=UB$B1Bmb z{zy>ie)TWmUybyn;$8MX*#FeV;H1R<1UdSaezz%58*Pgfv%D3R68>)BL%Ir?QeTQg zbKzm{Q!zrCx+kh7j=IC`KvVS682?YBVMp`_K^}&dw`9;Zs#JbJ&+}zxh7V~ERaC+r zy*U4KAS#%Iq;n>$>#^8{4T%PuGa})~1Uy)nCz;LpQ0GP!dSmqqbSkkaI$l32i36OQ z)EKzKU|QoKr#Nhw{wUL~IcjwER@Gb9vk;;V+!-`ejR*FwvV(q;^;Isv2vGW=iLH-Z zz#FmVR~H7MJVw-58StvBx~}B6Gjx081mR;-0HeZVjOa-Jw)P{dG8tDar%R`E8=qwM zhZ>_mz}}&&!~W9o@8lpb8Odd|65CD@#)h*CXkW%t4}}CdFtrTuRG*6*maSf=e2jJ6 z?V{MlL~!pt+hRkt;0layYf%t`L}~pQqZQXtKA-3{O6am~iVRfuAIeK{0FZ}0kb`yQ z+d3T%Xthoy_8qsEA?lPPt~U{~{miKQkr^;`67@rw7|WqI6-h=RkfmW|*2XA*TwC!v zS9KQeCbNo1FL_oNj}W*+38rigb@ram;hSjubIj;>QvM|Tj>*p}u3a{=clW6RNd;juL4LRI+j-g8^ww9DaY@zrtkO7- zt}F^+32mZ}*O~5gP>TzzWLZb5$Ky@}F6L&gd-{HWSNY#O%+@toLn#O(}1+W_~(5L)^#M*K;#$ zNcfCzgyE&If&NXEjDC;mmxd(|&x>8twKcf5impPJCI`FToS)bLh?DPORVD$O+P){( zi*lar`gKPjS>)f_H2bD@&gC7?z*d{&Wuk)h9H5QnfPCLW49T-DMa)-i5}%d=H{s&>!i6)O7*iVG@tq~oARS$H@%`Z{}-V~=RV3;3JmO%sZwkpht;D1xk% z8*mpol1UxSeHNt_yleb#ldoVpWA?9Az=KE(5#{Afzo@TGrAt}-sC~fg?|Ps9-){jJ zR*-A!uSFSrn8<0;P1r%3PxM!J?8vZ@l4}GtL3b8fN z`>Bi0BR+8|7IAJPpWdZF({aHC1J?ZG1|HamAjn7CWmkspu`!Mx z_2+97Zt&8Q)deInI4h&MpzKU8MtjJDlOZ9k{dE_2ghi)YDvjBvgQB4yn0_?G#*_9H z^R#&ivQxL?Y@hfDArxe_{1s_CLNch^5+$oTThWunMiQ-9SEp}eR_7AMgm>byavNkd zB?BxKbi<#AKXLgw3O@e+>fV=nM|`P7qs9>8OQ*zVDp|VDU{HIKosy?Yi&pC1vf8~$ znK=hTsCBzX+%Mj=)qITs?DUPEJ63E$3_+{r29GPn9p=+f^&VYy9z*kA79Op%&bm`6d)^uX$px=hGTcs zNw`9FvBoYOo2G5~rQ)tKbnbY-^e<3xodlq&an#e-6davg6J2dZ?w2Vhgw*dtiFDVs zg+rJ-HIO98f#Yh5(mku0g-{((XnnT^u)(l$5ETZ?iZZd39}0Ufeh83FPB9!KXhXpW5cNfPxHse=Zn&4h1TuBw{BzWMrra4Z7dQ;TY_$u@T#z;!VCQKWT zhM?YhF6XSelfa~s$gsXa4^aU@vxN8Q{8N{h>ql;XtkYiu8E)OKv{#=j_ule-i1ipB3_M{XiB` zG1_hAGt6bo>Eb}*9Iy#>Jc_a`#T#&mb6z0PD+swY zm)vNRS>-l8Md8s?4HYkLJP{m_<#Oe_LSKG2wEbMl!MWKb9;z_VgNrW|h?;r|`Nkqk zAKa8@HP|WImEZ?gJ#$a{2Q!vgJP(bc!^BO45=L;lUS$h&R+>jm7m9(~N8UD*JRPm>(|wSV4C zJP14>1|69;c0AwZzf@(4EP#;vljsGVVC+R!5y!PDSeaE4JkY2Hvb$K$k`F9z^I+)a z7_Qrg?c|iqIsrVe&og|H?;!4=;=>f`dx5BTE0(rn0AXR2c$9l>Nz;?jF{8K4%Wj%~ zwSzs^h0LrC$+SUB$i)tnt(I*m3@O^oLQ9N%3&lZ^86;a~1PKp_%O$(*P&^Efg`JtR zlQ%qGqZI79rVoPF41_W?<3?xH`Vv#M+Ttsw8G12w0g1#V8=6tRCnTz5p6I5TDlzOJ zuFJs~6_{AcHZ9N{Hg1#?QQ?2{8OCJ+%me8>kfLh3t^aMQJWG*2U-)FK35W-P^UQO`6wu*A2eAa z8h=GbE0wDs&2?NBc@{O-|8CiiWbv4KPcd~o6$v4W1|zXyB#I^DnGTs^TJ(}ytLt0pnQ(RDEZ8FxIP z2Z8e_i$>z=2qG@WK+o;d-UXx`q43ld3h_D}htxSd8e7UJiQ_M?8SN zO7a@4WoWG5a|5q+Tl^p`px28f{fu>-7H#IfPYUjXnIgfDtHV*@HzLkmRuU!OKKVRi z^q$Aygh?vHN;b#dCCVn|MU5_g$Fcp*s))F26ZCIS&ygm2i3Z0~;egLT`uvn-u1|`Q zsWSCY8F;Xi2_ed6kF!PRj83unV#t`=ncg^6Y)wUzt?EXEOwsVNqeDCpVt3|dr6WWWS| zut~0-9_q?_7AJ7BR*SIGF3$d(VHYTx`XF#peBn8ebvL)tWjJ8FK&FGpKHm$*%L0au zw2}v+OMewF3gxw1`+ZLNEMEs2(XJyW^W>lD+zhdo_j9IY+7{d{?Vt}2*Xh*B%8VS) zFYDileN42%;rV zA0lzem)tOcsYX<|f;);WU0Y`pa#z2TCbWO>Yf-S36#5`F|2jv6T@;WTQ6&Ddy1#DP ziioNaB@}Ocv}!M&02LMMaJKnXZsypB42g}iC(tJ6S0w4) zgXb#D+?m__S$f3u132vG#LZ8k*H>~5;q*&yYbaKpwv>5t_R6`WmL2EZzZzXqs4vmf z-g=d5^(gP1p^ERPN99SD2T}~n>AskyJqJTJy@@a|NZi|d(l96KntD z4_KMGD^(z}@}Zf*rt_Ad68OAJP(v z-zgaMp%XboonM2V`F{rOZ>Qj(2rxPQ&+gs-n0)Elr}uq}?Yo*_IZ$*IkH@dJ|84wL zeV2AOp*nT44*zZgx`#`fyoJ%j-$ zwCy1aXYAqJj>F<#vqbO89p+jnWSOafZQlLzCJh8l83Uw34>&H1{pM00a2BpWNHuSS z6IabsYx|E1tf8QiWObtE8?}QLX^ZCoKhFsp+6teMl;9tIVI@?uxBd2+;mEX2kjpTe zG66t*ysl$j$YXwUJo76AbM2`!<3%44VC3{KjGPfWrEBrGNj3>vw-Am&p4oKy!O*V( z#Vc#KpUZx{Z-?^l_G$cxufXe@b9~pETzfuM#`}bU!0OaHQ=A3$AnS2S=H(Nt2suea zEA!qxzAJVqev|a@Iq{as6mVjyQFsk!G;V_*kDb~n7xVMO&jNY=iNnTGbq7mcLu+Q%Q3ny=W^~=Ymt@ls*FK-pNd^si6 z@#@axlA@sHCPd|90wgR~a_6^p9p84bU`c_`yLzSb`y21PZA*~?|M-DOs61r3-~W^i z<-^-Jk>G7pUY|QYdeWuTPA77VeDmvG|6i9} zOq}D6829_4C|lvIxM|Xaxv9ZO%#^Mh=SrX1L-LYWWlILMxv$$uZy7AJxp70Tvh_P> zq6Yylv_ZrgyP%?Nhmk;swbkXsN{C$=Dte)40(f+DRRnCQGC4&P& zi#h(L3?h^JG-kg98f;Np-9m?ulwQ(bm{x+Y&1;p`lSU}h8jj+!o!&5NC+p=jepXV~ z=21D4!Aipg6(edGU#Du(5uLXb+mLifEpdNyEgOe#eZnhxT!;EhJ0JR;*TK%{12%!Q zG*6dIceW9KvfzzDM>ziS(Q!DNQHihOf_g?1kP)_q8Q$+~&4YUZH*ns_qOKkY2;P+N z%&oOJO{cN?5NC#UwBsc9ExeZirq?hIeU5yFLa`8!*U^o&dnO~bhdFo_?7}Jx7Wug|Ckl?>ZkNX3&@p2uhQ8uc#+9*m zx8S+~nvr*8Mr%TTF2Ihem##t_~xuXNQx6nJ%BaolM$T$NN-&h*~VXRf3Do|G&tG(QL-*YZzi9dw0>s)`# z;zt`u?&SQST2w1HEmDh2898LUD`q1%DrW(-p4Vun=Se9>`8S21SgbNq>d#AOg6dGg z9u-q0FW3Uk1A=`U@{j;s!C=V{&IOrCo&iH0uwZl;{AluEKx1_w!5kYo7h^0r`t$ZW zvNZ#8L)rqt;o(lRL;A=r;}vlc3$3T-LOcPB6uazYV{aFkzU-uK0Nj(R$? z)EVQ6fwAb1`y=Gvw9FNTiBGj{&~y{1vJC}`lYLfz7l&;}QSscNJdyTk_^49ey}x9@ zuLPV-J|GrMl6i3V8i1TW^VcyoudhE0)nYK1OIPH#QhKaE4u5{DmRA?+y6?Ej0q|dC z(0$DfwgFdZs9S)$K{$Ly+m~6F)2vQR;LOzQV$hZGvl7Dmec-y}xM2UrW$slHo5M`P z@7^I-9ns@iuz5WLkfB40ElUBJvbb$$*#)3xldEtxM|mgG)f{rn1H+DQ+nq6a$924( zdv8up`p$PqEkpXG;d{otf-*_9i!;D-ZnO+tS+($SSW0USlXz`xKhHwz4kZev{>CcW z@w{tuJE$H@ij@UAbY;aIoFtW9S$p^p;W)-eGC+ebZe zy(9?idJhwah_F7*J%FSf-Ea2O19cZ@r5o*qtXc;BuZ5I6E+-PyH(fp1G-C3sIQT1a zd{|u=sEvV=!so1boh}3*L|!lOHuY@T&{657$&)223wAWD#5XJNokJd_-Ztzjm%FML zEQrc|dk<|~W`X8na9P1=qo#;L$UJE#Y`?ZA#SYfCqz|YE*`BHgM!cI&0U>6qJwA(w zfk+qV;Wk;3Lvj`yG){5o7;p~9S-#he8p7!!E^*k>PKzoO1YNBtS|9@FlGGV4*KpcR z^V?W-$l}+;25mF}6u_^nOuX*K%m3ocdyT3!v`B$F&vonh9YPX*p!znY*r=PkI5jsm zCG_d@8=7>znq4A-AY=XIOzhebz%qtoIFw4vL&v`2P#z?enO<6u1@;l<))XU0wGG+c zlvLBt^(JjYE8))7i_GvV2naL8&RK^6z25qxT-M?hLQ~SKlXD{^ywm0j`4&u_R*iSo z%*!1&h}E;6k$26cR@Sxssonu#KFipCQqG;Fy;+8rX5Ghw0TkKSDs!+K%J}9cy-xYRMWq zcYl_;>A_h3vhk79XhJ1rwZ(w%uz~vVL;p*)%R-$hT1`LG$QlyH_fyXz=P~`YRJqka zhXJu{lpX5bSw_}%s1ZrSGrbhoJe+zZy7T_Zk^XB~Jsw}B+-x4k=Y9Fv6=$yC@UUjk z|M&|PFh%XWf`gQF$>D}m=t$Bj`x;5yTyoMFSiP|3Qgu@1^5)~71NqO@Ufum5Z%UcC z9B^ALDWcgii<@1;R@AN^E|WqJT#VbR5PK1jod|UW45DtF-CN50C@l7o^G3|02VdVy z@}=p3mhhJFJISO%8ZJ0rm(5Es$@aXB83jC@ zOG>p{Z1Z(sW}Y{w1Vz!U%Csl&p4X=Pm%`V=iLP1ok)QI6)mWIC9Cg*gBwb3tPR?T5 zw9aXZ=d`^J2zW{P%gexmIlOLnq;+A`Dcn)?YS6W*AH>~|mhUxzBb<_B9yKy9xJ5h8 zT?D-6T+Ag(hur+EV-O?#eyPl4qmB+Mvva5p6gFL#H}f$1d$I3@abd~Fg*mMzCs)F4 zuFuz!iTW-S&1mCmrlEPwKk}MMbbm?t>1qavXu%?*RB>*3^w;Y{i~NoUZu~HtH|c%A zsAg+~Hb`cG89x66(zG%VnA#}%EYlxALdK))Vy@daR*!L~?&4<2`x0|@K#3?Z;^)kWG^U2RGYdUxoYGuE$B?b$8N0i8pSRjv+n>nqHn+Rpf)X=Br8}vA5A_>{Tv=j6~N-+qqKat(shj z!6U4POxK>Qx;!R^{dDD~|47j5LW0M6?cBmyWHezOpJmX-vgUqBQ3ZRv^1!P40*mLn z2bLQJ!b-6j*5ixwi9A2nPjGFXY(T9XrlpN-*Oa9PyK%8{z52b#EUU8w6dKKc+r;Y$ zI0mmn_i;Q}xmMs?;>!j7bwAZuX~St6FJ};x(FLpe*e~SgsZJJW5_uf|J^ZZ^i`7~Y z&)klw>gq$`ew3NmxQB%jLO0ZhpcO}W0sQvSPY+TSfv00-oArKb8-Y2%caNy#1WiVG4>xL0S3~2yn*UKw^4vNHP%

Dal0g+CcTsCYgY(>ccGV&l(xRM}0txk|-dK zW$riWsJD_N`AO(~j^RpD1gqGAb$P7oV=uW*cWvo&)@N4lY(LCnVoq}C!#A!YXyc>d zJOWa=l(Xa<@o6$7phc}Ea6^0It3ex5op;BU$<__^GvogeHyT;zGMR@WC zJV?35s!Gnjz2Ka2JT(Ac464oaF%Cm6WR)(1IF_ zEj5p{_}5EVU79aL z7kQ7R0QlasJ=1k}7$c}MuOiuZKqy|S+c=7v(J${gOGahr0<;bmB;wRLu&Yr7sI>CGFx^Qm5*a-hP3RqB6nxxp~ z_-aR<>ztKqw!>hdM}e`gE%joP>u8d!vrcCH4iDwH4_m$v40MyKvwOz~u2OAf`qKky zb93TVEE1qWx912DTjxqcNse%1s!_)PG5ND#irDZy9@~+v-thf_*NaS3V80Hs^mB@tGR`TMw!P&0o_A#vcaBezp}pGdx`3DPlvpo zqZW4}{C3t68tpq!>oc$+Pf7qiB*#44bUbjfjNPAl+2UeMaC!~5A6T0rYaD>6_vOqKZ2JL>#hs07D?-h=;E{IIH?2R1=E}6> zeGPhr@EZ07gDg5hADdBwRe{VFT)a9xwa5nO+=IHpeX030VARd# z?8=?NF}FL4xrOm zghjde62G-CwtCZZ+*k+syHKmWs#=5!93qiUgEcQP4zg9I2XvpKZ%O?3TY!iI)Z*uA zQS`96GL%GWq%YJ($^aBf_;47|8=|seLD%U0v}~O_?jj|&lw_h4%pbpe(Sw$K$Rc9n zNSKm`vfr&Pn)#xVury^$E_Hot#1&|_$8zrN9k4?`l|_Ob2=+v?d9L3*jFdx1Bq06% zkC%b-Qpaab^141Y0-Uya$IbfaO6C&HeUlB7N^EctRI}?aa7`V^>IE53h_5vEjn&3w4D;&=_z<= zOzJ2vF#Tc2)#oJuJFrb$n>3*@@(q?12WH4$n~FrTK;-xxX`#*zl>yGM^o;ys)|bqe zkT-Ei6R21347zY(BrZ&^HlU!2TQrE3G%Z*E!XWN{^p;ZZOwY>8T2e1%CL!=Bfde)t z#p!Su%*(O9T^{+V_!ICHkmU9Sn0mZz8VF)d-z3*D`qd*lhO1tMKM}_iFa|(b48DfX zdI%z*&EA<*nB z3whj!s(v~=9?s5&CUZCC3Z8p)!GRA?RW2WSUD*4h#n(KSfa+3nF%0uw0*+}QOx%G7 zg0QxZzT?%TQoVg#Wt8iKAr|0@qoQYA=n-P8@0|BwoF=aSd2{?p&R(7()8TDqnmQ?q z!tALYx;9i&WzB6EK%`eo`_17YZ;2Sr54v6DyM7n>(%9q1i?s!qGRap)tl^h6XSPZ3 z^J-V%zF9LQr1fB7@*Q%D?PBBLfsX5>ik#*69OPSSO-@$e;&`;V(~9*RRlr5)f!LbJ z(6(8zK?`DAI1u^XGpwASKG=eMNy5@TuLPZqbB*SQyquDf56c@ zJ?44FH|Y6{3)IrK2iw!7%$VZZt~r3H1BUC8bsFq9jR{UXe5OmZv^Wnq_MTldd9plg z@#e!fY{}Jk{Q2P;CrtHBtD7{;3WQ?R^H6HN*t~jDwk^f{A3aM38>&tl4Q~(P`ub;f& z`4@OIP-e)qzZ$S{DOT3u6+ml(o@KOXK%)_Ky6wB3)WcTYJDr(bw-y2zP&6S6wgZaP(oG-zRB<3H(=OT>UkUz8P|0 z**r0%TxHRYiyorB8izNllCv^v%cE*z1g|x@pi@#nZ=X2-G4pUm>jhT;RENjQx8!3M z?E$s?V@>a=IsG1R{Hy0r!$+UVO-X0P8fN2-s{xr$#}*ECK|CD!RU`??Y7iCGC zRf~(ALnu@I>Am&~lJsgP#3gyUiwnCNLr3VNpL?75!Xl$d5F?coSBbIeW0SSCq-PP= z(uA3;aLs~P&A8!4kT07sCeuit`1ax9V)7^sck)HF%XqgdU>g;3`*;qIQ!p`#mET5< zow%f@6q}L|g1)Dfv+@}C6AHMele7L#7ogYNwycq@!pjjhv9kL{zz?GoJE2#HzafqIul4z2;$ zO4kf{%!mX)1uV66YzCpM(p3ToKYQJTTT@b_Iy)`}1uPN6FReR*UDqqk!Imfp{Aj9(YB?K;v5clK4M;facsC*o5fVJdBJ>mVCH!=0rD)i$R$62m zjy=7G*HUIivm8`5X3dp8%H!fk#Zqp5!03E)+H#j9Ho0pr3xxd@QCJX@dweRQWDz zXqd)P^sv}zOyq__6;{uq5FpXX>X!(c;Rz36DtOar5!mcBcfyL zOXd>4*lAt^taTKiYaqT(sRXmxi`~@PC?KR<3WCJq?fax|S41XoFZGauCYZqJP#{=m zXvNDV^tF8~&;$hK7V8w*SX*`7Y8pm{@y=LB7PP(Zin?}OH>*)2Z?Ys-l@z|3P)CA= zuUWxX(TvmklJCl;`#t+4%0U6_u3?tsx0Yn~y;VhGO%)HGJTI?SXks6B z!^nztlL}od2?oI^QkNwtVjr=<_Kl-!(xe**WG4&UrfA4F?k=n;A?(CW zoqkxBL#c-pqkf>!qG3EWRdv=aG6T*1iyAz6WiZU}Bmi>(aa>K`|K()CQQl({HyMPmu5#geP_br_lz?^4e; z;po=n*ld=K2kAMa_p+WgpmmNWMH=ujq*~r`ZX+)ItOOlL9s$#c1MuP5a$Um&Kd5S!-_G(B9Q!NE7}OoK7lx~U%YK?#WK_KoU6)=? zLfsl*UODL|kZ>=#G3&$Bc{vwmDggRMJMoZMvaBwZ#u;zg5neYp%y`cV8{5dl9INPD zEFI<#|8kV|1T0GmlLLCZ@WvjjW_IT1x>S{avtPsl z9T`^HeIe-NV1Mf23B!FeH=3cXvPE4@aWTym;Fpd3$&#ix?!D6SPkn_DFM3`g|5o6Q zgv>WNR-LZ`;T!H|Fo%(~%*Q?hw7%kM)0pJ@{a%_i@uSEpwAQnwH>!XD~ zEO^nugZl>7Vz5Slz_#*sM1D@dkde1IYUs;j(K+y1lW6bN3)=$R;`H!Jk#ojht;Qq5 zR!3UFl0Oi2<`2HnqQ3%rxJ`B!Ic&r+EM*GCOOkS${-3+=hLi)`9{~5opZ#v z#P>10+=3SC<9YmW^mp!R&1WTfBm8h1eL(6_@R-U(JaGI*5u%Xy17L?@AQ zx8{8uR#8w9@yHPbq*wqI5s@xc5fEuA(n~;^ln{DP5K&NRDgx3)n$%DeLJ2A*^Z)?@ z2@sGHT4*7GBn1B9zVCB>-{-}%Rsvxy7VP=#nb|Y5=eov({Dp5QO|ZSeD6*V03;FiP zumi~c8uSa0_dyhJQT>}qOCB)f$J2)UBX2#$n`?fO$gQ=O;i-b+;Oh!f9C-Fg5W}qv z+l$}`hB)AGH>CxxusO(Ti<;A)dR_d^wXVOAn=mgGTB9h4gN#!P#v8U5D!Ou3u8Nce zDYh6k2UxC~IO4xx0#kVzhG}KlcW1lC61bl)XV53UR)cXp-;q^0E}30l`$r}#tM}8v zDjo8mo|3ZreT^7+-hy8%X2s)g{XrYFR<4am$eNj>dbz)9M+L~ZDsE=NsO%l?7hvQwYcYVI z&}ah(EYE+;QLDSB=?keQ+t<)q@uMzIGGIkMtWuhjd506=;&4^bsBG#@z|u@bIUzwJ z%r2mycQr6>vWj9JP&f{8(Z!Zo>8w^qXpdICVABL!LuVyrs#Rz=!j! z&K+QoX#D1_@J4H|XH!i#h|3^yF~PY)XzGQepCOtiPSoimcDSqw3~c6(KF=X#YDhs< z2~`2`Kr09)yN8xGD}H7*YCjV?6_cq`u+Dg`k7#I~%tU{dz#99ij|8@Rb{;$vno7-` zbz2s$Ru%_)gKZP_R5;#ER_&jqx2&kKnqtCuxAZ>Xa#Or zgW-10C1b8va7^62zDkbv}>;AYO#W!WP1FB z>wNq~U9xw-YvNl!^{{K1%(T``zfsq-F)U+O%Dj<-zI4hJOt%=@p-HqNa@5cFH<4KW zhcl+tqs3dUY1z;CZK_?9#3}?sh>=ydPX6TEN0cRSw@^#eX3VD!48kftLOKG>V{-62 z?<=83gah-`=*chwubmsY5u8CZO|?5`7fjpPq72VpL*L*#aFjt8vwRfLq7lctx$a7B zQg50|qQM^VpZdC1ieCl)g&%L=q}AC?cF=_qGjq}b@S%mpRL7zvSI9!bZgdSP&&Im^ zV5$)AKz^(?m2C)TsDmn6!Y2*+QQ|PrHT+^kA*h)!=n|a=it3Ya`+cw-2k}G@nww6~ z?QgP4{BE=rgJUT);J?GwxI8x3!X~ z(EDHB#x{q1Y_C(#AL0a57#Su38|%w>33|5U?ckNxfd|8*z@57N%$Coibr~%(PgEco zH5sLZ6c6PylbTcx-*Usr)CN-2s7uSf{zfJU7d@m^+Z~u4i+xMKY+bd&*O(I2&nKnv z#RasQALm@6kWPBVDiXQnO1mioaP)4Q?}_6L_`BLVl-6#WNmyKds^xRa->C7wk@5z8 zTtC#XzHTV5wM?lR0|u+AgD=XCnNM8-J-zI+t zKU0B~gAJOv3mQ;!JcU~yO(8`%yV;vLcO4(qN{8=7Q6>SZ_uq)cSCd;-Y-kR=Lu7A5dYr`UoMAX3MF@J?DfHM07pWrE3U!S(g^=4 zT&)a2T^MSl6s6ZL75H2yW=uci&U+SOt=pKB0MD(~)6iz-&$m~MxF@{L^0U%dRVpK@ zwGI<`G?){vE7cGjSx6;K<6g~vhzjJ4cu1D9704~iwFd{@92{K%uc@sKzLj!asbQE3 zV~Sp&(T#7RAE@NqvGe%8bc+_fd|K2{E+r5W_s$UE^-yOaksqigGf9crHTi>616}+Y za@W~(e)C=&#i>?sOBxqP@qZZ43VV~Vz zmgebw@0PYXSnW?+%Yv8OarAA4El}iJUMN-=Agzn+B||cn{RW`I)QADp?}g25 zqsyXG3DotORbvf)yU_g`GhYb%?n)~)tcp!eh&V0Nha^!lO$;!WAj;<$MvUO4uUFLB z`A%Z)5A9^`Z&sp*s}7_~?bjvMnavyD&70L9Azv~u1kM&}x7y5G4rIo#WTdQe&_Yp* z)d^{W>t0FEUNT>a! zQY<4)(5_&@Zi6uR%8-JyAao%foTG@c*$O*b5@qh9^axTKWiz#ybNsb!$oft#xRkjD zh6B;;zUC!x5BW~_sN@ldxSHUEA;H2_1+~VyLadlVj`-!VAx;oht>ILXO%(_;H^%PT z&KDBP%wFjGGwhmS4weE28HmEk=ko0G7o*%;?tFO*SUdX4Zu?q9ldA_ZYDqGJ2&cU0_#e_+xwuW9dhlmLW2d}$LIYV|Wn*H-nZ)Y`8zWZE?Su>9) zfx>cD`y9J{f_;WI(Gfx!u1j7oS@*JRQ+#1%2I=LPOm^|d%pXftq<-m)g*r*p_pFYJ zB><(JQIR?O2RU0byBz)=Y`;u~fkkLl$#d(&Sqbrr+pEEkB+D^;DtNIa?CDpq;h7{G~$&f9|oJDCr ziK}v1hS+M+SODu*ayzC~ciWdZ%pt^Pm=UzTbo>Q#tcPLY_Pj&;g)IF^fhGHe(q7uJ zoz5x*_5J?j*B`_q=;z&aj#Wa6GzEXC7%iLz(-E0$Jv+b3{7g+8atQP+0`jRK6c)DY zbN%FJVIqx?TF37$`QXtTcxroec=uM???4hD&o*e4xLbx+1AdYDf_a6l8lFW#(Mjbh zGf%2^m`*G3+24SuS|lvIWMnaKFa#bha`0Ssh}YQ>{F!_&`?-mpn$T!R#fpjsd$|w+ zic@eFQ-8_)!wL(TCg9SR1q*xu(|LuZ1F$SuARE6BU_#z_h;+#Te_4HZD;|*6kWp*p zH97T>r2E|?uti699mJ?55uW$v9@0wv92pvtwc$BMSoG%nV>WRw7GRoYANwa{qSw9EcyR zJV0~5u|-FKcPXW;T8nysQq%VL=9w>wV6ha9S?c;*0C+xo!NT)wfnoq*-+ydp>fR%3 zhF?b!QUKzBt=J$OEEjh}z@(-)pERS(GsUBwp=16B~- zA!U_2(^JHl^%%u2Y=nExO&k z75P-_evN%?*2QJ z3QzkMGjZwVWOW_V!*bH=jaI^2P|r2w590=kqJdz!^k%#2E{1*&Pmg|Ld6wdcKd_Cj zbt_hwYidbb*`3+;V#v8A4VDV=m>Ca6dq^{u=4N2<8OjU!Aw-vd94^p|)503Qn^m|| zv*Fx0>uE3SjkFYhs(*KZOO~(}+?vJ@Kxlw`*dk;(#A~2hC?YE{-5Asa3>&I?rnZe9$s=w1L2*3D8Fs?OBB*_?U zv3Da`ijv&#V|Y;SlRQj(4MA+W*9lnKcw5%5?wO>oj6U2~26(nuFgrsUg%iU20tOQ6 z3dk9*nFishmGLa-0I{jWeRA!PkO-`=guDX<^@B|Jro|}=A4rxMz52GAC z6~l;Yp;EM!emta`wtyE42qIGw<)K_s()5)$eGKuLx!Y=R3teeBxOeFe))?WFOVy{~ z)b;4OJaeAJi&beJd3B}&8p~)iFa6LsbtPLdrd5&Uz8#MqB=2YyDUC??lvMVtt#DI5 z&7oo!0O)vEhNfR!wyNe2qll1xa5dI3YX@P^)P>eJzDDZ;M0bKMlHmd7*jD=TW@R-} zfR)rNc^4k{)S&n)&BBUG&_&s&T_w7==SN6f*`*2${ z=RwF0Vg?HhQC)3ZdS7{vg8I#$L-#r}wLCWFM@RiGZ8swGKL(Mr_ov`7tdvK<$fH~R z0u}sccE+`r!g!lH#Rt@%GMU=tF3j%kmz)ZPsO$%|+-}-kmPk^SMpQDH&j6{QSh#e6 zyNWY|aB#COYdA{}l%{&2EydN;y)*?Mf!7#~B-Pp(V#{}DfULMjKhTqrzo${0_xtE21(X?cWWNUKt~?$Jkds=%$5qJX zc!C*MunlpB3=xig&aenFeIr{W^W=IsfR#4d7aV^$Vm?k+^as+lv35KW=H_gO&xMiW zHq$0-EicTs)a+kZA*PGD<`jNe3nhvF5X8(W1_qJ5rfNxFC@sG{kjs{PRiMR%@UA+E z(J)p=V1swdrxjkG48NIDFI9_51HY#Qy$dhTSCIPy7Js!iF*H05LP3w%MjNNd^dfH`8au z#HVrHOc`=zwZ%|9F@_0O{HMtT5;t8RkyVi6nZPuuczuzJGdEM zVRu)FvKOMj@JT+%{DrXJ(gy__(T*ZfsRy~ozZ@WEYS%}hZ*o#!MMUDiS2Cl}5h{D_ zJH~P%G`b(FQ+mLD&BR#kf-m-nrSTbN*ne;XM7N__PomqOdp+?!Yda?|8nNd9iHg>A z{#ry+CAhu}Ie&YLkFe*1>BsawJK;M|O3a3OWICz#hS?oMsDR4)8y7aX`*I`82U)CC zg9pDv?uKXZ%mmJNAs< zfZ-cy(Z5P7LamkNxgt0;@<*Ca4UCpZsIQ*LJ~+MZ2!Z>QLu>eS2#A90 zRKX!31!1w13&^wH=hZ&KhqTUQrsqUf0q|V#WFQln>R!C3q0I9n+E{rWy zt5|s#P0h8bLJ{1!Fx>s403t&-qU9LYiyv)l^QBi`~nrc;vv(YL0rh&;RrSxV;j5CfDMb zUex?j_+N~{m;qNMQU{Px4Alev3m++lbhUI&tk|#NtOlTF>K6%}$plog=%GLhyYDy5 z4;py;>z8zA3KZ3ZTE0_RwDGr^_Fyrs#flmijhdH!ZB%CnpDdc(whyNDalggP`C+tX zoE6P;OhAz9okV9vwZDy8mV6H3H6|~orE(a7yX5ukm+Ar^of^**Dzo0SRym@6&$Pxk zA|~VwMtQUj0$0r?iLbo9K1pxyCO`&%nz^%N*@h*D=H1?o{ujHj>VGK9EIHrjA1^?3 z^PKJ(r4%<+!C*+?v%+7XW+_LY!?qlL*o5f1y4IPJMiH(e$i~#hpOz+xJzNe%zG<-p z8co;Iu9YzRi&&QWQNJ=p87k7t-q^7lMaK3sj0+ccL*y_C(?I7m_C zl+IRKTx8SRQjt@8DHSr+*%uG-Hc(N?(?71=>IY4JXCJMcy3OUS^??f04;zl9{>u&+ zne~GOky#AQ_K*JuTA~`y6+Ygeo~&7M+?!ii^&-5~qx3Sw%>4H5JS0&j;7>E{PrP-z{WNB6GQ@Xu1bWg8LqOiFf|D5tHVO}U!B^We$r07 zPp#qaUdxx6vQ2#aeq!X9b?yJdFnx=RKXj!X{NG#0WgaHhIGkc3PMkcYucDUwtWV7e z-@6uRLo1n2uB>i2pHMEuDd};(HyQ12QI0V)PwXH|uJ{^hcsLjig{d!k@Kdxi2AMD1 zG!HlMda|>y%&8J#gg+q{#nI; z)YWXe__%ASJE>wv;+UHHvFspKHE!s z$A6^XfALc$B02K#Uz{X|Y0)3;4wwc->$ltnRAC}M?d_KXIMHg}s2@#QFqk-#F;kvO z;0N=zxRMylSmXr=i?sjj4!5^tT>vFAf>T=AJ7{-<%@<=zyH_akn7ZAxjnUbArh@S_ zz51K3VY45pgk0zT-3Z!)SXehp>`}y0-*8W4S(@YI z8e3qz`Fqw=5xO?9-4Ix~i=j-*ibpNX(kjEXk>yky4#8plWQ$+$zGX*|PBm6t3j5$f zXE}8iU(YIF>xKV_YLj_l!{H~3b)pBHFPzhseraDLFS_#n5Zsj3%Mo=sL+bgeEdTdN z8s_KT)W-y_xyRpFOhqtmLNoCGZ#{ph`(`5b<;RMGqD?@|owQyIS)eoP4dxd4G`C>W zWdEzJTllx-v<%}V9{TY^dG2TkSTwIh8J>eFe)P!U**@-@7Z2YHsK+lzucFuKp%8jZ zRdoP3QrNXsfOW`rjsbKMOn=seT;18-+!e2Aif^noTgStF9W~9n^UF#I=w!k`d4#Uw zeqqI4MFnJN52=dUINU;Ex&KKqdBR@!-dT~anulub#q|aBNK7*nw2QZ1dmpJAlC;Ia z9gc4*wxmp^s)w8JZgLa&_{PtRGB&vn^uv?P2y!G&BljaFWc8h&wiN4crsvGjJGdVN z^*)+el_3FQ3W&ix6WPniAM&E0*-y25DVOgBmU1gplowE}Tdu-;S_Ze{cXRjMzFG7a z1BRrFrnaQ}tbdN+>)5EVpt-{NT01xRE@h~6Uo8BGiz7J2UqrJGX%!)9yD0eUp6>Ib zjAf~rFI8Xa0tzV4_X`Cc15K?4LdSly+|bcOMBmRp9@CND%*Lq;UJWgfbF0T{OEv11 zn^r#SmuNx_YZzRjwn6PZ=FIenLkIlNeVDLL(SB&c+z2?Fz=Q#@w-$ZB( zV@>7n(G`}1^f4dJ2EImYUFcdV-O7NQ?(Zh|QtASg-dUgU8^qpSj#bEGv=9By1(Fbh z4>n@Og6XmQ57=rjnzZQJ)Aw*kEN}l@U_+dLj)BgU9}5u3Gz3?8jzf(qj(Gv?EAN?E z7pSMwOGRyO+Y`~_j*Zet))xScgdeA;v0ulCzDOVC8Z9)yDVR~0;Me0~ z6a&lNg@?iB{iyOEt;S)$0Oh)SbvDD&8B?(0o-35Dt)6n>^~ ze^0La$bP@n-Wni^Wz4b_?2l1@J+Z=_-LwpT{;O{oU8{yE0J($Gz9K;o-cTmR=* z23S%4H}Zm~P#O5ZHmIG@9p92sisleMIY-w7>2b`n5&%ERx)?GGs=)FjOpe2YOWpE( zLTRbP2zV5WZOy&dX$ys14FWdPJ~-3Tolgx@m+}NVN1&EoaPYj|3XxM}mnHh(|3nw6 z7Zn{X|4TA+CXRhUpN&U$%x1ijsd%LHhVO1dY; z$42%IfOW`_u+g0G0Sy35<4zg4Yjn#+MD2e@^ZljfRDRzH4{5~QXYVetb5}KQW<0(^l;S_H&I#e^+qT72G#J z)wY!J$&Hq)>E(=P-|`1U{VHyLE{!Ry+mCJT)-5)VNQ4=#7tT+;0g~bS^I#9Q&sxmN zv`8E046+I_wa*oAI$wUQUf@-o)ic=lc$=_i3$6Ds_ijd%AfHZJij0E-PI6lOPvRHu zqCB4EQFZ4h;z29C$Ux;&%Px?s=E452+tP?<=2^$Lm4TsDU`sBGvsZ+LQU0WCPxRXc z{aLQsX8wxeaMV=HE`{cpPMfhcECm`OeM7#Z`-wdlzb6jszMdvx@JWpUH) zU~1uh5#Cot-rn}a`5xLWybV*2&UV0S=c^gf3Uf~+aohm0RouXaGrFnPIerk!v!l^! zP{t_tI2I0)pM>4-ciZO{1C(ZBv{&+Q?r_An@;PH#9ZgZau=0e~KgN$QjWnv1CyxTj z9bV#w5gOP7oizc_92G(mYarN7rtYS$?<`;ltZO`m>ZQS+Ko9Rv%h>7i$!5!?~OpNNy9C6n({y87YR$MVK@RKB{XSLyDLWTEYsS6=^70 z=RR#ErN<9~F2hSeV=-+1!=FdCV_zM2Cp@Fm=jaH{a6EMq8^Zv4kFL2QtwJaqiZMaW z^U&5wHZ*Vd%1XOy&#pz2IxBQvl0BqE@ay#T{bKJW&?(g8;CaNH9ABre-f@NXm+^W3 zvwaosnzzAl-6roC6@f83R(jIVyqBtXaQ;W#(OGAA6`*q_i+JEa8N%3OuIDXDrJ(8l z56w+W_;4{lH2K6R)_NQ}ET0cz#jx=|S%sIF?Z@=~c~3S34()5SL$>A`FvC;oC<8lP z_%Vcmn>09od_~HuW{MQvdBFA$$wA?W zX1L@IGw6(}X!a{;Q@P3?pv`6~g>u{`#7I^pp4Wm!-u++d15&0DLV5OJj>mzyU>r@+ z2+_4@*(z_%k(?4p0MK9?W9tV-6BU4`$;#@5o}Y<82WB@CeG+g!Y))h(;*Q{`Qd~;L zU=C8YY%9-`%DmG>~ zI`(SRwA{5ygD+ zq(+mka&N!q-j@!@W3>av9M)v~g(@fHUDBMfUv_P(r~B|DS<9$wXjb1ihj%o3S_E_`4x|f7{l9WK7`S5ozB3Tpy3}t+*k< zC@}s7F-h4@xq8b!k{zbamU`fzwC{INkR_6HAkvDPO$^BX)g%Apf7#>Dt`9NV!^fn* z56GowN3z#nc0N0O@BbvOtoTIbaA`t41*7wdEq{#?s9`g^%FvT20PTCRhAx1vZ<0Fs zsM*h)T9z6^(T7NsP0|ug)O77_WGh%?c~;h(E9(&;!TjBk94-%IRrSzY*v<0(p);BGT3W>A0`!x!$i~G6NlD zyGx4VzH*f^hxQ}`S>%TNqsXkNUX#s?#j!CMHPYI~IKNTU(_+d2?SnlaW@IS4F}2nOFKLu|c-&X-Hav#l;1>2ghB)6_mveDU zo>uA`@C3^a&d>yTG;;0Z{8lBy4jsN{Jo_j#)L6wB$=u1Hp|>PH;?ox4g?^qAmE3-; zjpluNsKj{fVJY=I>wgZNm-cpttP?=5hZ$SRua0}V@>G&$>-SR*K7oH)EwehxW*hS3 zot0bm3$Y4*77cJdol=czNs#f)o1;>!{A(y?f!tay2qBKY|ipT_4WzU zt(R|i2Nr$aM=R)Rt%%SxRgCx7K(34^&D(79l4scG7tTDc{~aK4m@RKNC2bp656B+c z0gD%e#eFh)$V$OpH2Q6iecqTU-KV8Vvzo6%PuhWnD#OJ#{?6g>LOPWAVut0h&d6Pa z_Z}Cq&NE_5;y11(++({&j=h?CA8Z<6kA6=D+ zWA=^FW*7%A{MClUPfbrr>A!q$kgLF7?AlLg2(tK{;V#&&!3@6ry_1V8p6iN`7LQ~x_RqH_26S2SM>x7*SG z$KvyIkHy2IrU9;cnVlI-#Aj%Bz2Dg%G?>s$ywSmf1vfeG9W>oATvdMU$bIQ^%Ilx+ z6Bxc{sa{oea-t%#Zj+LR%oMalU( za8PnjM_EVwkh~~EbGi+60LzkyI5_AZz2l;GUsN$RA?c7AC?(^NNXnPz`yu_$zbm|G z%&JKRo6Q-V%B)}gOg%cyAY_Oeg}f0q@s{vHAf5NDiAC?#biG$2wT7OZ`zroX(q8VX zB;#H}iD<<`AH2O+FQ4ABU2}Yh97u>}d-{*u`D5oSph_C1HAM||g=pFI2_+$|S4emJ+WlIw8%3!8t*;Sie2TgQV3YHz6-s{9{DK-lZU z8-j05vMa1%c{C<#o+6pwq_zLr9iXT=;G3Ec>n6aTkh^PLZ+Kmi-8YA8W-fGhY{&Qw zcB+ooE{M3faR3hz?}t3cW}!7^o|k+cer`C@`+Pj9jcR>-R*C;b*j=Bd^T!@EZePni zaaonxmYw$em{FWrrEIbcb?nzg{4Je}wW4ha=UzHrm_2RkQuUX;<)a5H7%HSiHo$9V zNquLVMA~6cFkvk_rlzHh>%MEsIbn^AzzDz&sB22bssXOuL#=yx1GGLfe@to;9GSAJ zEF#VKy;f;*o+OwjW)h4DL6`ayXJFP-p(|3qkFj55n^j>?2;a%UK^+F*l~m=7#p1P%^;q+3=ipenX7T?`2}C?`VkND zA$PdrWq1LhYd+OyX-(0(cDG%&_5~m|g#;Y@qvkkR4cEr5^2er3@+}J3Q8SA?sF{8% zVqv!j&hrKZX|H%tz4wQ0N7o^&mKi&|6l>zkzIfhIri@hYboi`K5 zPbg@9|E%uk@e&(N&C|y0 zL|BS98%2J^dwj1{G(G8mWv<&A(R5l8!Q)Xy{#rv8<= z?EQ=jzk0Ni8OKi|?)yJF&f4n8V#9CUC!E}Q9&G>nAP+x0$vU!t9kI;KH$L*90-g6> z?IgnR$=kkS&2J``&Bv53?*xQgHJ`$WHE254?v9gd7g_I(alcw`qOyQbPl&*HNVbj= zDXnJHH-VR=w4M^8VqF_dMAT1RlnRAu$7atniyK+d$4%yZo*MO zXV!DjoN!@0*6uMOTpN5l^57V8AgVUp{v$g(`@{?K{BbBYMgj8vb~8;o>&v)T%bxLj z!z$9KR?o|xu%#1MN-k0j1?LrFpkc4huCzI+l(hJgL7%@g2)0utEj$i1tQ3{zUbtv* zH}92S+h190N=o6D;%>{r%~N@d?(4W&Hnx{>#9)UcZ(eQFnCIF2L(R`NM?PlUw1Xw# z5;Cs~n44O72>;1D4K2!OuPQ3bk0{f?VfSQk%{|iPjQXI7r9h6;^thh!*%2x?s<0>6 z;E!L_whXpeVaH-sy}#HiclAC`A{&2f6U?z+kk5ypN6Sy7?Mf+0yrly?$Ecl|ob{Q= z1dE9F1Zxfy(7)Fim-dFORk+6Rtthhq!2rHZTdwl$NiZzH-XOR%ph(8i`^z21%C6lZ zcjDEX#5~FLHetT@y@3dW5LHGZepbC2%kTynuMWS52!AH?0eH;3aBB-gAt=MkOP^P) z940kg0=xz{i^0?v%YUY>O`C}qPa$q>$w%1e(&+cHdIj%F743YaHeDxbz{uPO#D)YY z_v9t=s4c44erh(EJ5Ed}Y0U#_ml)`@_Z(O>b#d`i64%$_5nZ8LfKrQs-*|7mB2C*7 zxu$0M_i2$Z$v>_q_I)fC^j~If(0U5_gp5^@vLvUAdNWV?_3VJ_{<79~Ol#}* zr(AB#fUd>^wy1+gvN_87<@XF3KI>8Ju`{D`5z_ zHzY^z$$2=BFnA$}Ivd+((>C}=WFh)eq5MzatD7tbAL&Xg$+ zTYK(iQ$%RUNjXD!h)z>TGwI}mNrL4r{z%;or-xX{EB#HqPh27mK7GMREgLsk4jM|> zYCPLAp!BicN%c9kz3tqV;m}R|B_T1aB1;@s4x^y9t5EKCzD6oe@_q5ml^PACRLIq! z?NZ4o3H)!yoB9r=mQNW*FShgT#3h#=s@yE<89RwEa=l{YWG()L@h#P^8>tr);@~-wBHU8W#f>2S*9@=b4Tph5btf_6JtKn8)zqG*mYK9A8uJ04fHlVjMBK-0IxII(J zw!`(E_26#tGYuymw~>>7+iGrKJm-;Fh!Wi?CxLEclyM6Cd-DqeO#5TJE(y$x3Yko8 z=G0n^SE#w>^NM55ezc^2_|}BpBYR8pr@|+n4^vhHSBeDj%eXXrXn1%zpyf*NrMDe# z)e>r8gAuc%5vSF6^atynUC64;$lVEKDZ(sH1N0Wb7j( zCSaF}?z^n!q?J}0hihECmlC^oo)BV-lBQiXcE~3!l2lvjrAU&DA3JsNPAY4BOatw$ zE!?NQYDzFCqV5lT78_?Qm_bNX*!e?JygWy*N_V_*Ho0d*DF8L})1J<8PVADj@QvCt z$J7sxOTvSUscA*ux{vsTw-Z9FgE4_+N89`YQIqHUfL2*M(eLI+( ze!Qk%wwf_HTUnbkTOjWQ9!(2q@5g{JuC8YWYo*uw=Fo&KSvrQ5)TcK`EdwR zBgwzXkKg=kE)0`s##AJ9FYGtZ3t zy0_Wjwwn%YJ19D3h08koM>l}tZhSRTCwy9-aFU*6b6dpFpX`MUjvGVzClPiFWq1<* zinf95iRy*x;ZGY>OKyDZf{!H$+9c?BOfr#AZq zQTLv~Dbd|1umr>p(1HRG-=U79db$5rtYCa?bW!dvOsFIxc~$5WRtw5CU8O|23NkxX zfz8n2;^`~m4{&N?gO{}wFN@G#sW|Fv;O$?pG~6Dw#y+N819LV(#NkHtmAF1 z>q)uuwY2%ZuGB*RIEAxtDDqKquZ+Q&wFcn`pZ5$?&t;Ft&lID7v8w8|H@2csBe~4` zgeeR#ZIkFjvX22j>JY&u;+LH!hJki~Rw=>0EGGV73;wLoUHBQi@8&#t0XvZ@EEym~ zl#YD6rQETodMRDvp_{Mp=dTDZuyhePko>8y<$c>Vzf0YjS6205;M+MiSDoTcWCuLo z)DQP}j@>)Gos|h1(}{M71l%=yn?sK5ks!G`F2HtoZK@#PyQzlDo122~053|bg^e#O zwl#F3o`m#Gjn1ov+`f*znOIkT$B5C)>#Jq6T{ZXnkB{lb-c7ZB)Tv|XMI^4>h4dS+H*}xH;|K`zu0VQSz`HPBdz)rDa@^`Px2pQ0+T5!lPj`HSnw<-0!*B5P3AB*;i>cR;tH2 zAJ{*;JJGaBAMv06`Ry-X7B6V_^^O-KTUAvl)mR(jHe;!0H3!-tc=Z5r9`$|s=fHWZX7@A+T!O%_5t-Oo zE~JcmcVjR+dmhz4d+Kb{ryiL{ajU6VGaKx@bxyo39%cH_XcF5b71y5grp`_OMY8W! zG<18scBJ&POuO@W6`itxz(4hEDQnQUuO)layZH&iQ7KWvT0LgaLb2Z#oB{;n-q%hhN^;;9GPO=1^=f<_TRjjV zDNT!)?{TKYOhoa3{oH%PeA@RPh45j2+PiDaf{bj6uXaUQ)3$4}HCO}-paS+d>pU30$Kybi-5nQ*9yxCk1vB`m z6QN_MHfd{Jk~PfN?_xVItklsJ0BxpP1#IaNoQ!bhf(>4y>$PgqF6J8DJQWIr_T2q% zKRcXJN3euT5jvAQ?*(UJW&?FSMPfc7VB5QpYc{Y_RC2!Kq)=oNhvD69r?|Pg^Y`}e zIwKO3IIg5k^wMrwU)gvf{=74PQ%Q=}Evu& z1K|RzxQ_)KI+jo>9vG^&p|eJ#o)8FGz9kjx{$)WUAe~n=-~+Fx1}h3tXJz%7-#?Lx zUe1_Exb0Ju^5iGJ$Pc?!o{D<{mczdDJOiyR%rT?mvU0h4T@);oep8rio*@Me~AtNPuN)md#nm}{>o`8>W!NwtXL zX@AAE!JKpNMeZyZE(BL!RkW^v*uVZ#Tcq$U|h%1*+#BO=(3fp&m{Z2# zpY-CDhOG{DVo%7^)#UPW?ukO=?Zv=tp9_~9-^S-2q%XESn7b|e2h!EY?X>@@vdODR zY*^-_%%{F2zk;|M;4@Ao#;=Z3jVmPYYWN^CWw$)Zbf{IeZUjFre*J$WvLf3P*eu(3_uMr3;~Fi?(S@-Y17F27w4W+7!P-XYDI1}KkAM% zb(Z^rx-_R=T9){wI6;Avh{b(hk`@*WygeP>7jk<#UJR(Hu4rNH)zl7qJuB+pgi_zC zO3&1=wN_Pc1H98SD~4) z^B4b$s9srKmFl_TG9H+&@Ajax&s!FCUY44eBZqwdTa0qjTJ)Uw!26FY&7VBp+Vp$= z75_ALK?9P$py6}VDqEFh@~TTIpNfozI+F&gH@a$Sce^;{4!U^!+s)N=S~2T+%Embb zG!^uq=}PLLuC%STxkku`g;M7ZcL<(ZBxhaVv)?2^9g?s-2j2SIxm$HplD--zw%r~t zp=SL;(Zp^X`KQ4lomw!dr*^xC(Ud~=>=c0kS00Cjsu5u$zk=(}ptiA99~n_WS1y~s zk&(Rq;iG#yGVTd)u;cLf-wsBxfU4_7z+mUuJ=K}&dQY=AeQmtw{%YPGGvCCYd}m|C zAdQ$f*R7}Bm5HrmP#fUJY8~lGQ={R2d$S7TDH6*a>ZY5Pdvo-=?38 z*@cO(iy4XTJbyO0ph5h16%9V4cnm}Ce0Ganxdx#F>))r+S5mGacU>eLB^N}K)V$2G zpGdu}7CytnL?_r~9xbBrACKpH#%ISxfOv{t7uPwg-fE2S-;#vjB;aE~q{d$=Gq*;@ zkZT@#sddht8aJ%uDjvX;<7tiPxD&!{ZrOjL%9Np<=C@s$@!dh^8#PATI4tpyWEnA9 zT3y3mL?7{aEg3hjCMjl@LTraYX9`7&0VKB}y`-h3p7Xg;PCf?@?zgs*y91ki#dDICjLm{na^q^qg}mRFL6V=m(xxXW@HDt15CUVxY4Ki}2% zfEA_G47zkSkT`B=6eO7i*h*O5zVMB~_IsMhYV^ zCbIOe2Go<8XrsrZn)#1jjNA^oAGj<<4>%~A?VeRU+JQ*6X7UrV5h6DmG;7byz5 zv_gKT7UcX^XY&pyi}DG`o8{+=vSC4g8VD%~(*6mz-6eQ}hIH(&4j;Imd5cTg6bGkY z!th()6n8cW%SAKO)VYTT9p8|KKbR`oRQHj*!+q7S-NuSh^Qbc0#cL`Kmi2-5u`|oQl$w9f>MP@6GEid1W^Hz4$`Z1 z1%Xf!>54)qQlv-;MF~9wq$Giaz_;98nA_Ya7?*xFxA!ostY@0! z!zwdmTF{7-n%k@w+tX%gGbP_F`1nbI(fejzbv#zYKE^DiuqzrkJLlTy>BX;j(+i|@ zbBiCWvz0W@An_P0>b#H3^2=IK-B*oK_6S{2@l0F*`##s=S23soDXDMq!;@5H;7|75 z2vRQ7xRTj<^X>FybrFefY8l6;Z7y`K_k4v-U39qP{wv3J;=*Kz6wRqFcS1?iDrM$7 zb@s5abv6d;<~KoXWCvO89-5JoEWqLdy+ByKTwd;5!PUMFxdaz#qNE()(RV&`Pmz2x z`?3_-t+dFRumDw1C%DQ^_@q>8>a=kH)r=->UF`_7cisMQxYpbG($oRzV)j}1$H)|X z4mf+xmB(g$tQcipe;Iuq`Vtn3>dy*@kh|RY%4~1--Dl8`@4;tVBGo*+&Jv=Azq*n# zXKwYDNnM_7@^;qwEIL=VVd<}M;8`miD>?@v7ZIcgHPaP$%z}Re24<3*TV$oHU{^t- zkfPz(pOK@lRR;-<+}z-o_QSqxl2*1I$<@g&5xB}u%A_IU1_ZRHf{sQ&9Xu&RJiuKG zgr515Z=>!r&ziTeQZ>R+(G`!IN*iTY1uJ9~PfUKV26>u%>cyhQQe{(?ij74q9iSGL zZnhXGt~N`-_7rdv20IfK)sq1Bu$!21-bcZH}^4^VS$pU%kVQ*nif_cC1#YVVWY z-;%6dloVNx#xkYLba~{*h2|)Hg`8i_{qn3SDEWcgpug;Xy80lCmFnaD_;bF5Iv%G- zX1n@Q#q>n-k$d%UN<%09GB`*-&AuYB=t%?!lcwu0hpMO zz9(NHL_$?YxmlhvSOXR(Cy)h@c_>ZUz~0N@=uxk@^Oqv7G3uY8SK;!s6q-Z1^nJp( zteppbAWd0$0dagK0ZoW)hTf3N7LH&4mQrS~?!A+E8`|*eGqZ%WT>%O*ur`U0DLfT4!SWUT5~%)E{uD_KN5A zsQ2G;=C&xFqH`3KkENB!92ZqqVee#v?(Q2xH>yr*xhZFBiJz>s)`r0>*`BJss#g5M zTo9?hsYY+ccQcOQ%pH+0R(l zRR&rz6$_e8u=MHbh7>+N%dmwc{r1xyjMnUm0Csiq)UGQ zeYt3gW|GDmbC=V3@WFdm(z~FO9CmF<#Nw^_O(7y*@zewY^}=;v>X+maLn9% z644{AU7s+Rq=ihN{IvPG73@IEOTU2Kz%mIQ)P?kch)=F#Qvx3do=PoOhpvb<#2Ags zf*)CqDe_F_9${HjBLS->Ly(lAA=DnBH1?&6LhRf5ngbV5l>D*3(z8zXYH z>qGk~N2wg8aV@x+;5Obb3(NbJ0jn%^x5+~uXVTO&aD~(FSB4Av@W_y^EJJDqdg}}R zYLoR9^IDN=tKoVrP~4%${rV0tXFVUEiE~ylZSg?*<&HBPw@KkYFD|Rw`*UI<=}wlU zuR20&K3MXOdXh&58Qu0wSCRF&=5_X%4`ZxS1M zHcgI4U=t>1iT=my8(Q1T8a%=}%EzkV)(pM}Ev#X%uAx6Hac zNPmOf^>nFvUWuA}rY#oAT4%9F?e;?P`Pr{!X~!DZ@|GyZY4iZhnIUELui07E*%+m| ztNmRbEM^(9o%979dSIKx5X?eLU1sfd`bJA(4R?m}s9FEc z{aekOtcV&vCioAhH+&TspR9pLZjlD}wbk%_pCj(iSSD}Sk>KDM2FH=`ccP@#3`mAA z{E_Wqf51aOtYMn|bLw{V0PyM5IV24l82$qF`gsKrfN@)wzK+Jw+Jb`;Wv; zJ$Kc)%2wjTXi=x>lgXpu>uB7SD{0DK;^pbfoAWc7dctuj6nk*}k0^LTFy8e(_@11V z4MvP0oMa?L+HtJ=Ui@{UhQI_u!mwV{6}ya>2;4~0!%P@VtYHwft=Vbb zn@BZA1Bvt25M^Hh66>iv#?5z_h>D2O*=&cA&O=38HaZo3i+T$|y*ooq@1qHZ_^2`D zW7P3z4zeCH|3`k`uAmCr9;U%39@Q4bX=W~>UAzk5td3gQ)(OWEM@y$387r}RVuS?AuOYHdSm_Mf zPpa(V56JQ?!}P7m>}CQyqmBr-Xdx)T5#zEA4;K!5j}&OTd?TrEo6m5+X6b*Q>sPTj%3qzLIBNPIvac$kr`C9%*#; z^<_>+&0DzZm%nUecHt;4^UC0(M}q~?7ghU``j^ffO28d&??algd5q_{WVU}05H-2Y zoW1(Yk$~L>^GLugM_SbqWENh-zhb{&*zfzC2*i$W&@R_PC^zkORr`6doHr*S=g4Pg z%p=omISXbm3ArCtujVdsw!W=e6BkUC687Bc&g z&Wf2U@18<`Vwc?zXV2Wsgtf>)o2DD>;&qV2WL$S(C$G<0cT0E1Fdj6p8NH6f!zf%* zQ*`C{LerU`p)cv*LNQ0CF0IwmcI@Sq58acx}}>6>}K2FbZmau&(g zV?<5ed|?t}D`$)DMG<$t`l>G{#`!ogc!Ffx7qDqZ%*u z;PTRZJ{wWGiICOCX-<$EI0)sSoQ@RqQFrY%0Mjj22cDqP)@-o~aWk@PwrYqV_=CMK zkk4>;?8)}Lq33ZwhXdG>P|NKgg;*$URh3eS-;ctm+vMI~@RS^wA3ru#iMm}$atQ9K zx9DgZ8^wGP#*fxletVHSEiJ&&;bJ|1&;B5>{`nevbM_9te|fcDJ+|z#%^j)6j}BpX zmnMqqb!J58PZ9j0i}-#>Ee1)6xLfq8Y!FRXJj|SV@c{22i109I#Ud$2(%=$*0mA6l+Tv0hQeyJ0mE~+Tuz`%>TFJJDJ=U><;$Q9cxGRp*9T!>9A00{F zF<;CNK^+tx%%{!WvC@h=j4GjVSXO`I6_yC$+r^JZ?Jmh};r&w2uRgDgwY=AftVPgX zUU0{1r>Eh#YgHuAW31Ch1GZdIf-Ng`e(tGA=Qz8h3Vg&pEb=4Nsb?4SI;Njr=1wjq zUZO1hq5oTbd}{ZdOyb^POBIaY&|!q)fE&^;Xo=g4f1mtjX;-_i{wt~gpA3zwjPIG= zDObl-tDd?n(>vYaNS)yKL+$zhVg*>lGI6Q8_tsnqnojgsM1rKaosTg*I_<2{39X4& z((>ZJu2lmH%yon*=>prhLpl9G_8vs;-Z@$F?tGFg1aFr?>tt=%Yq)uipF96G3(H_p zYK7;lcxp_FywD+^5j^1Bokq>~ad*yTc*t8f6S#YK)(m6`4NghdYxpNLbF2DGXK6k3 zsMf0Bv9d~d0>pZP&9*4!fC7&N<8yCk?hXYl;XWPQGH2*U@`=u=Ue}tT-le!Wu)Z#Y zv$nrIUcZ@AHf&3sY%x9E`@+9PU?no-5YmX*)xm+CRdFGN0Oz>_w#NeN=<8!zZIt5c z&UAFV&vi6znr6R1$RP-NLRN2c5wCUv_-a`nd=wIi3W4F3o8QfJ-VOG|zQlW~GPjVS z?pH(YidZGd0=39`@vmI{ z#;`IGF&-*(D?^`wf|vvq$H>FJ1cyGj>SNqF>i)SdzBym^OJ&rOK;?@MJIwW()7wq} ziOM~sTFq1-k7=0AbGN5!592&>qtO7ULESIB+M2+V>im_v7rvy>8~F2L?=0H={=n3^ zX1EgmBiUu)TLGYQR^XxSR9RQ7M@HQ|JOe$?0N;3hSQh_-T^1KQ1YGyXXdyl?>mgDD z?2tRvnKsNFJ48{Nq62DAie+DpiXOZc&0&tBdHg1%HK zs`Mniz?E^vpU=4VZfeUko6XY?>i1MlNB~63DYh(b;{ETTjB?VHe0Hg~qp*ApN@#f^2D-t=;p=+?H42=vi#ILv#)5M=Dj39Cy1uI9ak+dM`FD2 zMPHG=F3gJ4t1gj;xqc1p!O_eN6dreGBj*`=1DDdM!JA(sv~@Udw^BZS@+LmhcJ6q# zuARU3?UO8QsH=2U{g{gga|;W9He1h#-;@EUl_J?7c3O(Leg7>fqEJ*8vZ z1|Qm!)~U7VYo}$m77xU6$S92pg9D`3H80sfc1b!O;Wd40oX1vOqOJ z$fc{{LU<&pONvvQZRW7Yh=T=O*4y?@$B=2xOy0ruv)b&d-2JSz-4s%{c*OCzsr)U| zX;B%a*W*#w9gv#=FM9OnAv`5cc)NL`zj(ZXgQugP0Ho=^zCWB1c(O}8vosg32Jntg-*ezp zt9Tk}aJuwnUTl1iUOWxI}EXAv@Bn-CZycj=GgEPtAGXX-KF&LNT54mzV>`H-%AQlKKVxi zK_+20Bn0I-J>Y_9&C1q&iwi#=IYSE87Cl?h_|w(_R7AsGkkr6pYjdjV0YSxmx9wff zMQhUFB5X=Mm)hq};jNsi&Qv{s+K>jE+^1BEQaR9I4S8kKTT3l%?Z4R3aEfg9?pJ6R zY!0=*){2+0uD1TwW%sAdJijT&YCxAYy6u5k`!_bXfRR2x=eAev>=mUGl+QJ&^aN(z z%L}Xe*Xa3}>o+Xx3BFM_Aq1{2%ZAIFC<_Q{hi}xxu*g1mcd?~^Qnz&|%kh1+m8uxu z0e2;WDt{^J(ERhbZ`AZ-Ko(vB^76b{tpxaO*+VOGiur?p+55U3~$b zUl!9K4B&<3(^8f{1OuKF%#z{xRp9X7NZ@n~kJtgt$Xzvk!E~b&ins_Ia-=Pm4C(8h zPx3OnS6z5=^D5($8@8vP#ACUpUI_fs>jQhX4;q2?B<3diKe_t91j%B!(wdV+lVfcP zkH-c}{ngTGPil=VD+kcZI^&H_0-xT!-ygdI2;N2aQSxu5Ob4vR1A{L4-C*M_AUKE) zI5e?r% z!DHW6-Hu__aIgd;<_c@UoM_bV3gDk}2w~(S|d`HJrcbFT3d$+v%Z|*0gcaDnD zjK1-bP2>^D<5JzJ(rx7-K?KBvi79u$UseIX`8^C243x{x^W~Fzys;a&Xivsvh8?Sr;5b^W;7yxUE z6~6qd{DF>vbvVL~L?(9zl znaEtN-RgsHH~O_K``#0vPAS>?zy`ZBi#2Bp8Po2N4!h<=&CthaSm{XBvbMs{ZAxqo zgi!AWOZ0ESt6+(qle4*;Oylkdn|IR9=c0?ON;3UYhvXknr=Hj&L}?XWj&QL zb9=5594@p04#eGCh5R*(2fz%c28&^cB>uf?A=b}DFYWWx6a3JF^04=UY=MBz3;GD>!!T1myaFv=h_~N0-zQsO!8zu69WZQcS7O>SrO10eEK6J3!pVu;8LR&H z5x}qslGV&F;OtbR&*bpDZ<^HqQ%f!TMNP}G1PR*m+^xrYVIQ4s-FEASRNTRA%W6-v z4Th+JnS^C{GhdwpPM@}YMAuehd#lbqZ(7K(5y(Vj#+@&&yid+N3ja`FtjH?s7cC|5CU-K`K04+wa=dj1DHq%Njx8z zp-X&#;LQ*wz2Cxy-`IavTux`E*$M1cG&N&R)Ev0wCeG&h4s3R@j(UB&S{Zz*qDxuG zV~A{GNo>~zmnayfp4=^lj9~8=GWS~9Qem`rPGG)c-`t0NyM^accQCH_h&~*Y@0mnT zKmfhRhJqe#h`@mz5=Q=|LLi8GIGq*KK7q9j{z@~epiWsay$z3d4YQH98{OSGyazdrXSc33%;(n6)es< z_W9B9sn)I@J+T`p%=MQ^MX=;*l^G}Tqq-IfkI6 z<_WBdeH=l#k_%84Acor9?nul85rI{{fpfR73ZU8N7KSS_k)#&?Q)P#;n$y z7KK?*=ppIxncqh3`C(DqtJtKA`9389EypHr%evHVY-`Y$5q*^WJ#@2@-@mcT&&lJ2?Hk%HF-jP)l&!^T?xSBhS5 zzusXc|&jTW4Oe7iq)r$d8{G))NYZY zGtYHvR2`^E0yd-D5*s>HxMw}>l&p>uA{x6D;p3fq=HUpJ0Jq;*48XCzFa25MwV&Uh zn;q@~h6wQJzLw;Vn8_|xS&^oLUk+L5KbS6jg60}J0ZGzqYb24US&Xn_NphP<gmcgagC!=H38fkqmCA<9F%z~tP9w^s8?(b6_hZ?DCJ=LFs}T%C zvK6H|eh9OH_^p}UH)5yDX z3b)88iPW#N<yb8%FdBSB^Uk8tOgd;T5n{F@-f9l~(0bmXZA z-)@C3<;jPlCkBq{S%ak*;~P zk9bo|kBD?@#bHi|Ye4fES~6HbS3i!I(SCu$0a;q;7dXTM;IOvyTJASE96F@zEcWDC zIX`QBzqEF4;97!l+Mz$kiY`=*es6b93^u@dE>dRPY(zd7XkP7%gBpW{t9v1mWk1K# z0=(m1dW#?%tqn>SokIkq=iaY67JKAz{54@<=(5?Sq6L5sH~dOVnf*(T{}E;aVY7T; zdvHASKSk3%j1Lgj5uDwR=--93C;~ffhNwIFG{tNz6}V1q&|YoK9K`%TXqzC)ucOg{ zbO9BTDyN6X`JfQx;<1T!zI>$N3DIavzk`dtm&fTbY&SaBf&f=eZHZzP0OHbA29d&e z>Ov;$PT9!HRaw*D_Vj*?;jwxkGKh}wmsb+!1Z}iw-d$|3a zF~Nse8NSQhufWYOnKzcr7+~4ouFW9AIwWavm#})O8U!3h%Z2f zj_BB5nkjw?*~_fo#Ma-_ZWWy5h+v_q)`6xh%Je*}M%%*L;I{zl0Qrik{qpFSLaz#@ z+D6ZFJ?z=1ncWY)z8k>;Dn73rJN)Kp^=~)N9#7|fOY}j>hd+{&f7IfJ>gWMcxenHc zy<>x<*FQAoba2Anon44jB3VR=6?G+Fi^WfL8olmktZk`QRurv6P0kp5E5u%J3)cmj zO?rLqh2WjEwcx zKhz!mOg#Pqlz%=+%V3zm#2LF1zyo8s!DrNl9&%)Sm+z45xUr7;;P7miQc^cu@ssDh zgExv*myM zfl(@e+y5)V|2$m(tA+o0e12X1|I(1yO*>U?lzm$(VksXlNLgIUc}58L@P@U(e{y;6 zW^|J4Dr+C{xUC;3(nu4u+7jR1rsJ1-#Q70Yl}1v4a96COY71K zNiOAaP@8hUp<_4XQa{%lDV)SZZMR$L-V(U0vst5BV_tcl^VIR9EZ191!@ui`Tgz7IaVwy!XG>ed6l1*mVIF#b zG`J*1@`qxc)V>?N(@$}xL4q0#$HRf=C{G}2v#-8FCQ5v|bhjtW^*qOa1klfKoL7^K za%4t-WB00~JIDD`2s!lfiO`(OAtRK}czl)U{La?a!pq8u1gIUP^ z43sDWFAo+rzzDfm+#B{_Zmq6+JkVBL=yGZTbV+=}qcO1(U{ylr$_-5)uMRv(h3R5(2v@(jwilA_yqm&C*?hba!{{ zE*n3*zxVSz_xpR^_mB75&-IzPX3jY?bLPyPGjq;{>u5bEBVi!H!^0y}Q&rN%!y{zI z!y~vPzH?I|#-LFzUaPz_O{;t+;q?K9!Yp#*X^(P_;T_b_XHUp`ZspB5`PEo zeHxVFcv`JiZQeR%nRh%9S*nySIFW-_lJIBMni)eBrWa2dp-x9frx)nBaT<4vqLHAN zhUb;@!n8I7LGPrR0+sf2OT~lR_|D0L ztDiDD)r0Y@Zk2ElB;>wM2z|Mjm*0G#r0ld^KJ6V?4ZDGWPn0o`#w)q^w+=1T3swENujQoLv86;mP<&-DI6? zJS~`goE)7!qTXzGPY7dV0D_0fFA$-U8kt0xs@$Kp{y)zjX^nfWhW3rm;xp0cd0e;fMm=bwJs_}KqXOU@qu9@fnOfq!d& zLIQ%o|2H&Gd)xmHw7)g~p#5uH|1>A_mzb1}y^oEfk&?ZWjkCv1*W`o*g+yik)z1H_ z`k$Wu2dd$JqCOS-Pt^aY`VZ8BEn1Dk<*r~aO&9y zZUNgzBo>g~;z{G?Q{*t2u&o-gc?56xz4_1`_8yki3$89mcxnJPKd)6OWbO}dwC+DbEp4fAf40` zriSB1a<-_G$rGyehqwC*J9(N#GCH4hDxBycf1g-Qga$vm2<=k1$TwMjeM3%fi~RfJ z_t-ZVABSO2!&6#rcWuhqn(mwfm| zOH4LO@qpaAmF#{s0G}emu>jL+|Dqc94&*TwQ%S#31v3v|D3bZh2c(?N{WN;~61lmK z5!Vg&FbkttFZ&AlHtBcLSZ`71uiwriz|435>8~M1^=UCm1ktr5AXtFWx&C=Z#2qXT ztfMuy5wNkEfc(M~v0l#%Ml%@C%dmbceKW`wsBRub{HCo9i;nXPV^5}{#j;Xgt1U$* zH(4qrnx9ao9&da;Wf{KtegaDQdWYgJr<_&$wBQF*{5v6ZFg^oPXJiSe}P^>LuQ4E!yFBjE!Om*B%HrMJQTk`%8&J- zVsLELljk`7yMH;v@hICdfe7DE{=vELaDng28~jY)ZM2L)NU4jUTpG=$-UqxjL0$BB z;qRww6r(3OD8&mqeenVe@#C^TH!S&s49c|HMf3b(8<2#?Ra_YR5}rT&(tq{QUFQzr zeE-k%?YgsjXeZwig;e6%5q0BFZ#X`=h}s6tP*yyVE!RP3G=+Uxzn9mqZ7TLx&~-5O zFo6k30j3J>+W9_rmOK-B`)s_aK5=%$eMbArba@kpsy!v%zNNHrEicJUbZZ4|a1X>A z+iRL3`%M_}ETqr!K}S)xo6d(W?TsE;{T&3QY&I&Wf`Z$1;zmA{=#*al!VLB)N&M8o z{6vXdt)<+fj|g3+iir3MW8!4tK9hpn^81k-!FDsh`c0$>AKjVXz%`;iRnFWokx7(E zY}C6pweVtTfu;?tt*U-I$Jf1?Px2mu&SyQ*yV3Hz1z7!Si;M5G+L@qjwAyBh6tqhH z<5_UXZU%@1`l0wfp(p-#Db%z2w^{KYK$3?Kl?R6{o+ZY`7$$A1WZ}+ zM$)wfA6TEnxo4v~zTUrjev#kx>>xBOXf|3$@vm%VUv}*Dv}zsaQC*JPb74$w#Dte_ zVwALB@r;$?iG*>$)c`+lOgIbM!ioPqfbcZBH!yvLN^(zfceNn&_`6Kf-)7O~A)*?2j;_cqmtUZ@h1U9^dZX zf>K|Xplt8EC=QndxzP00t##FnP>F3sdBaCl!b-IXz%S4QgitEZO5q@X7{GjA*d?ZL zR{JYuH7v0Lrlq*Eq|Wxu?jI(cGQR;3TR%zhlP88udA}cHP#`cCdDAh>T*p&YppyLR zv0y@0O2bZ&w5sCG_WDs~8__1OgIN&`+9sZWTh9N1Nc8Dk^H>qYWuK8tC*Eu^mmV!c zfD8tz>Y^zUwr`{q4-fH*Tac6#kF3ZTU6kN#+R08kdf1Em@{zCrM@`T&!RI-U2}7Hw39V(uSsvANK~rNKcD_CA~yWN$DzPz^ePIJ z@rQ8lzL)^o<_Y3L*m5~>k>wlWCt8Q(nUFXJ1oNcqp%JQp#+O(1DO;Tv8xxi zn=TL3n36V!Quv1fx+tsw{a3%T%#NA8f^Ht`TvMj0-}wW%^PNThAL(by2hyi4U9uTB zF217stDanm-d@&ei=Kgx2#Vxk4$ptRsvODzL1AJ;FVaQ3Ucf%>t@GG&?v^z)g`*lF!=`7~ zRXcgv*=-CA6S#dY`Ip@%(xeqaXIH7=sGPK8E?9y^HSY5_-|o_3m_!v*5{(|=mNK;5 zB%wue>uB=cHtfkW`H{eaxUV{5Y1H_GWp4ErBWwE;W0~jByAR$w&80MJgWCU0PNs!}FpgObCoLIh!gHtDY7r=UFZLB1 zG`<^Wo5kd=ZN4{KrD!rN(Qo~Z`$$zQ1{dNOap!FrHxKpv+UXN95qfD{LJ|?&8Tr zZboA?%?JOWUAf7*mx4d%{4UAdH<)v0Nm9fvmF@M?@L;Aam*ej0fVcQm6Q)4#_clOU zKgdDCF{pLK3L<#aa-4>A?M$~tPXm|>sRygV^&E{-(-@9tCOpj?DaSop8S+M2FNV_6 ziyfr+n{;wePuz&`6O;2uR?|Si`U({fMa~-VH$MPQ`kcZ=?x^pcjS#!oMn3L*8R=(Kh{7Yi1h1q8uv_L&nGaW94W{8|l+PzhT9^ZpFNj(^J7Q z0kEVdYymu-ohKSx3TUyfC}*-(M3p97_Uvs1@SHC}r)d7z?mC3EMNw z>soh8skWE3?%6&0TkVEv0*j=``fn+m&?1G|{m_AMSaF&BH9tTz1r&un_VBo>pGpC> z3fwF>9I*z-0vbCom?WK{IYO;;Z`a9Cunj_oGPFfCkx{evW(Mq6&v0&-<={lbe7_s^0Z za|A=je&y6W_;Xb#kl&dsoSSj;`@_s*PKz2_F|QZ*@VjXbBf^3* zS}_2=6|GxpI>UadZqB)Ea9{v{Bnc@$s=Wp>HbI2EFHNsCuxgA4Hc*?I1G~E^f28;v z`7LDQh6};)W;>=6O9j22Qr@TKWV%Gu7!cdhiy+R; z^{7#iL0T86p)jPC)h=^S$>m)>S$TUl3)hJM-SnwB%t)eic~TGSd?>Z`ZX9n=Nno8J78LDl9+d4U zbLFmt%{8xA$DA31GvpGYaS%gYOr`B$RYjXYLYjuyw2IW+YewSsw&~iPC?;IHok!ns zPQnT+sz;3Vl4}uK!e7!{UUWH`w;Vm%_X-74IND$%7pk`X?|C9vTD}lSe(O@U|Jz%++0S=IBCSSS?C4*7YWEfh zLNN3GOf=_=z~}D#T!K0#rQEtnLG|$k{j|PH~c6{14py;Tc=^NBPGclo>fO zsdG$k4rPywMXa9O|8;K4Ecfxxn|4XSMvoO6FohHDOTWePX^X?uV>;D#um}9W5htS` ztKNS*c;HHU294_QN$-i8^+cBf{J$==#TdU~qs9gx`8RWtm!A9rG4AdSCHqiZJ{pxj$3=0OzHMnwWgptfYTm#XIWK}vvyOMWcue+G_|F{oETMlb_4mNE#o!o3 z<@m;8T|$j}5fzRlXvE2D27%bXg;cy$zy5Kf2%|SQ&n)_nHC&7&;&y2>#!5Z`#)IW} zTs*2_Hu-(gf560W_fc5=`wFvVTT=SD;(E+jxB5!y1?g#m^ZSWUf5lrvn;S3`Az$Fy z!38V0MKT`L_mG!1$FbwIwfMXQOi1KStHtm=zL2S#rA2{jN_hM%bJx9rfl00})Wsfb zY!)YAK%rEjj`r^W>iQjW7DMD>a_fVDn8^B_%B{giInUEr05bMk3?F_D^;h_Cn|&`d zyr!uzj0{S9=YPR1Tv@uo9T*;%I;UQcTw3JeSyyBj0jzEn~JRPg&ao0_TxO zsx`SNSn~n?*{}#u`IKXU@3Z0q-$1L<3slOm#B_O#mF(17+j~@JU##N^s%Led=34m{ zaO%lkQK|!s3j~xsPVg;lt$(0PSZ-vS_&9Im8=325n=qBxF{*v^`Jh9zO!6M!r$Nc> zpXo{56>Y%4Fw&E|dr`aOeOyyIV%%Jsana97X5m}T0c9^L-0t5ed0)|1&Mi=iVYx5x zJVmP{NOTP3ZIX(RArbykS{Zh>mr$2mxE{HO>ueeth42{cCOR}h!nMbt77fb+Q{O%b z%7#FVF>BraTxzkre)B*Lst$>p=AVTKHg}?U7a+wT@tT?7#6wW5Nb_r&kEg?vymMm3 z0r<}Y)dhlz<0tzbihoD19xI&^Aro3`R%#FL6AWc8wS3argqGr(hauR@&=X$FQ}Y)B zKFEQqR1Q}`69(C?utITYicEGp7Xb!2=K$epfi=j^cTQt8hG9bN5XS+kD3|RE2sTS4`*;GOnT~Z znuHs=6rtPcEn#|y{RHp#7?6dlv{EuXLYU%tr)#NXHC=exJ7{g0m@l zx?nF|0^WvXxz!^#8e!~GM;{o?dkh0|s)yP&1kwzk=9|o)D$3iOP1cg_2s(s+)x@wK7}-lwX0_b02}596Aa#1<1q0q zX_-e0M1|b`2=*| zs_X$hCoIwvEYq0;d&}RyMc6Ay)56`McAEZKGglTL_opj=>BzHOG<-L?A*HkeDG;8u zV}J4dX71au3H?u$!Saw9&W2x`@G*ovMoaaUW6>Ey%IRmp^sr^DRu#R^MI3~^xSkQa1KmBgZxA&IQhOuxVQkiYoTQxoIA47| zv{b#Qe5ZlZ`8KUXm5|~71S55&-B84Oa=P*-qI=nPO(00S3h6Uf8>DazUz9f}$dU)xA_?o9%FrJp~tM-~R6anakWpMtO+OOHd0+k()7q~8mb%H!=yXic*MyG4r<~JsBC0KXD1Xl!udqjuA9=-m- z5-G-w_Z^h3qhBmvOE_i0DR6Q&X+{lOB(^^wg{g_Cl8`g%4{zEC-q9rq!3Ai0z}0Y^ z4DMqR{QPvqauoqSt_~7E&N`j*N0cN5`yrzK31Yzi-$K9M}Sj> zaOD?gXP@J{8^NPJ0T?sB+QtpLd&tEa39SO8!zw}uG+l6W!qm`RM_u^AQoJ6y!&R<~ zYoqPwvNH$tUL(WHV*T~LVf}9lmc6mJYG?a5`7%z2sh8HAQMo@i6GOAaOdgdz z7YIM+Xgo(D0~er$Q9~v;`YZzmT8=uaoSG7{vF~f%sCAyrhvs`%ceaVaqF`-L8MRhpUGfcFY4E6j9bL(~W)QRAs7%N6&yGwf ztc=^CDUR%ksXf}vAT?i1-Th4IXL4d6{hLw@2sf+_GbFWWeSgl&zSI}4ixhnw)t_d? zJ_>xzRodv`u=%#eHFsv+z4{{cHy}zl{y6;g>F~%=iOd_a#@?Fa)yUcX6O{6dNLFYm z1UdZN@ScTieMGXcy-_8?U1N@T_e-?UrX15r-pV0ce+QLMW;l#~)A{RThsz2v&OXQq z^$$=q=68}_uRv98 zoUWfYc1^5L4v{mUN(wjpdCKN_!n*^4Y`{0ajth_ihB-#;O5qOXO?xl>2Ao#8=0AiR zInEqj%BexjTW~yQ%S$c~PLDqj)&zK)*G1M}hE=}s|I`D{IBIkatM^=Q-sEz`$6W)W z$#>ALqvgQ4DM32%^Dn$q(D2JM4=OsK!!pdPn->pvQn?X~G*bQGW+yA$d2SAe-tLCE z#@sAGDXy&gd$BqKin?H-uch4kzPs6*mvB>>?1Xgk=Pfq0%yHWs+Nf$*%)q(v-CQIo zg(-UlshPhnamF9qPenvNS2teEiPFs%E7WM(_uI1O?RhJ&2V?j`OpG;J#TCU{m zLu|uvCYN6(B-f1T>*kP!2$Gi-F-goma~9PgNc^XiTfM*}YW$oNs2tKibR&H=}O7n+Oo zlJ%F@O(eu>ZgHC>>OdcMi^K<9$U*`*xA+GGqra|!3WURfjZ!Ovklj%6%eFQuX_lxDRaB&jKVJ_$-*~;3st#M@ zf_+@jl9Bkr_ZoCEcPAeE!YOJe_>qK6u6y6ZWVViMZ1q9d3hff6Rc1bwdJ68(tnT5L z;Ym!x=gOTw1$9G7;35So3C%U8J7glK_~YicT$-Ybk%oc9NX`DlNX44C-6fysgE1Qd zxN77XGP$m*aEKI5S`B|}_oxZ>DLXNm5DO=^c?#cL(30SGbmh5l381hhApcxg)SP#) z#PPbd?b{o}Ztzb;c}X1_N_qV$VuT-QjrGBKC~?f-oMhyD@At(mi)1dA@-T41iuBfd zLUN2)y@O|Q<5Np%EYD#M-H>zT&zw6U7cHlwA|a8&Tx89Ia-;btFePmW@|R9_@cry- zO6m0BnH36;W1D=7-&THJcH7fg-3{CUlV~EZ^EM6aOo3(HH(znNpVv1!C5^2_c1}Pc zw;J>l_d}R>+?tr|C2Fik`{^22(@wP%#m(*b?l#fJcY4Zi3zgjj2GaE_>uhBqmejs3 zQ6wc)c3kZBj03S_1c|T1z-e_a1(aT={=@>zh#U=uOP-0O}EK zoV52w-+3?-`HP|z!v2SG8BZq{*Ixu%y;RD1WWU*i;2oq3w7BkgLA>GIZU|zoc=-Za zWq)MOvg{z_CjO9U)@^kdOkUj7C9=LiI|cUF@ptcC*i63y4dmE<4%p~$C>+5ROeeYW z1eQK4f{!zM=}T}DK8BgE5-*-gkgie4d^!&nz4Cn_T74lr&hP=N zoh9vv4OHrP#>w*gyr~9<8An~IJvR*y@{dezz0gE+z38MmVgUjssDk*JjaDHBI&uhk+?*Uki z*r*tQ3mRc~7YE5073B9klV9SN>mczUZxDO;c=sw|kd)>f)ZA7Hfe^_&_s+VARsqVX z&iFg6EuNJ=-2(YWDg_&e3%AetlDL)!l|uJFix|eC8ve8^vrZqTe{CGC0YxRjvW6_D zrUrN5`8Gnpl?i#sMeeowbofJ$Ar5HGv~MEdM}8SsKh*z)s`#)2PEGPdG1Fg5Kytr& z6ZsjB>^q$pW61Y-uvo$Qda_|22fg+W7c<0$aXc_E>JW!!WfhX~jOIEzGpIgt>s{j| zmvMq(zFLzw`-IKf8V0_--xGh8d@yu|M+Eg+RjS@V&%2Amk=xGmQZVh5L*l&DC zHx$H|Z0crI$+XMnwFE)EO4%erw1`80CY5&v?d+#ykgttwb&yv=Y8s~zv<$ylSjebJ zMnhrj3AdW|j^gt-s+Tmr62jYFTcYwL1l%)R=a#-rpVp36$c~p+G7s@roX3f&p}vTV z@j2Ok{_IOOMt{(#a8B)7W`>SWk)7PNnYDT;&$Lr7pS(!}cIKIi?rm*yGbn(Z!lx@V zQUNV=kGLwY#<{eglJd_ET_&DGbyd`OtFe|9D^n|HM?D%TCPO>vs|rZsumJ41T-QKR z0@>WA?>_E^w_~(x<2@rG!FFOw?MHArril}xd8PfK`C<(vX788cGEeDR0NcVs-t}A@(vM89;JUhLA$e5Rgzi29mqu#(XveNf~H+l zzc>l_7rpNibg&Z!QR{z4E`CA&@rT*BN8fp^X&c%Fbdsho16}u-6eR#~+X8yXl~vLtPSFf=Z+K9GdpgnPn)NNTy4OYMdTk*3bVPvM zQB2zSW&}xchyLhQ`w!s%QQ8WD>JhuW{CsR*0!za>m)-nIC7vq^ck%=jc59<#AU3sn zV(JGtiDu|XsSZ;>2XgX_ZXRmI!;|r_CQ8z;F=+75XQC%9TMjmYoY1ed@b$MT`Fm$) zLCq(_m@A){54$0LL%%MWfn5F1BEKuSZ}s8i>>h7eQeKswl{_6;JPlkYDJ^uWsFB?H zs=>Av&K3qkvcW>n=UI>BUr+(guk?myQ}9Bkzu%XB+>9C!!YXuA-||}T*(LW??Q=ms zXDIDLxP@Xe)3C`Dm!Hh$;l$F@NWCOwPCWA0T99(>IISR@qgRL- zb3mUL{)^b!(nSn=Z1Y4L0mz%FpBk0em~shUx0VjUEa+#R*u-p1nRW>XR+PE-!35vA zRXlvEh2w5kd;?kKO4+NfAeL~_H+o#+5Y{eBIx)DY+`9lErV85$B$snzyIu6mk6Y6BvoEEf^uO_SfyzaE| z2d0+q<#%ZA>>js>fTFsUql+(>9{v3Ih4!6G1Ui3G?G9-a?13CTzZ0+O()`-UL|X5w zU4-`Ff)93X1+yk9P5`qSDg^O+P_Kdf4$MTXk0m!7M_ftln_vVOgSSM4+Bje>cD?kM zTMv*8aXNC$)bu276G3u&&Tiw^-P3U=wX0uhy2#ER09?)2(Uk2*pQtec<0~j#;7(wf zHJL>y39=6VR4A!2i3+i`Wi+1AduNArt>G?Wgf}2tS@f_e;v7~L?=K=#il!X}a?ejv z{)Fp5EVovADqkY@AaT-oPuNb0~0XySXtBZ@XP!ONZSoT#f~qL=2^9sZrN zt%BjWrb`hJBl87!fX%TLprDZ9uYLZmL4n?0i?GOznB-oEKGt<5Am*`oN>&WlAS{Mv zO!(V5KLK1JUY?7UlAfm?Cu=c{T5kR#W8JxvY;JQKXeY`|Zp=a!Pf#DZ>FJH0H=Mhi zj!;i#g{r#lbYVZ72k(A4-b^+M)K2GD1**dSMRn5vwun_NIcH1){E1EZ8GDf*kjY-Y zFRTm^L~DAm+%H?pKg)Gu$toDvOo->*lBD*uz^c@M)%lfRo_MyU@2}T)@9l0i?ki_b zK`k=zn}2Aoz=%xqBwH*WBt0CxQ5p!&Ka}}f0YWpx_ByEmt>VV;y9wlvUFrHmd!RfO zls}WI9yjL(qq%a`9{V}51_;Rwm_c*N?uwtFs4MCU46l2luyR6s!p*Ncv*Q9z$K{vs zr5${>ZQ~e0vzZrEr|}6qVRH}35BwKC3Je0ymq;8gN!&NUwrejK8e%wUYQpWIO_!yA zT&g=wnZ%>b-iJ!Q9|swaXg`M|r%7$c5a6LzpTu`PIhRi{u8U+KZ(f0Qj%83&@; z-K(?D7C&lLgMEmd-JMtvcN;$x%lr*v`5PMc)|L=arwl-cMDr@vOZcrVL@I2oir-b! z$UpD=bTnD5g*F9l;rOd@XFMK4yekQQ4eV$s&z+0`I?|J8g_>pGm``a3sOmTNXuHv-{HnHFerdeR?{mgb-Dif$)xY)%z%pt&EL5kxq{70=_RYtY9$-(3H~?Uq1;5BN+hgoy>u;Ro@vFrJYYb94GOglFi>-*L|E&lfB_EXp}2(B8p zDaAiO;Q%!jpj}Eq`PSK_#dmSSF-&gu!+kx&s$Nd_&Xm`!MAz4pdwYT`Dgb4tZaYJp zbtVFLb1+@Wg2KdxGxEq5v{)X76*}|`Y#0K)M3wq(B(HHb8^oxf*Vef1=Xz_S(Wl+F zrD>Y@#CjDufXEJ^lkM+Ua7%pF68Kn{Pj@H~%4+h(VNPxVf@?s`kmW z-c!63)+VdxN)=@B8hoB}Pu5%2HMv*Lj$AB&$jNXKd&Qu`gQVrIf_Q~I@}!9?Kr4?E z{`EfL2i(s2_iYFLd8@**#Za2}{2ieb8KLfl`a(T(i;U#qD*~scv04W7m{O?_2KM?6 zIreO0AQ?6*wnHtElxzr9P|j?8|1{M&zx|OWK2q~r^dB3)r|K|O-A`z)v6=8XHZQjO z2j|@eFR|%T*!^6w)SRjt6GEiM4UIeQO8N6$>a0zy6!UXNs8oFlH1E}{i<>ycUY%^N zHUzv>B7j2PqY!+by^-Tg@bAC%k;s5uQUAN_zCwX^8dXPM&N#LSq29^I z$-0jof#h&3&D1Ps1T*uz-FiGOG?axQ*wr^r~18p zDbZD+#8#o$KRBoa#Jkc@EaaP+}7ocj!Em!=j?K zBil-2M&Hi*KbNOv-jrT9Uh#j{I^(Xt!FecJgYHU+h%@=19ImnmxE-aJo5c4o9*m!CnQOJQ4|@VO!oPKlYiW5-k!crdKy+^!8`#Evbb zoZ#Ay#RmguOQ*WP-x2QCciWb}^&t=$AZ#OFidtwC?+i$4MD4QV5q89_JkaQ=%9 z+zJCk)uq1gAPP8<3JRQy9QM! zB(nl){1aYH<&_jTDy`S5VgO%#s4Ltu>j^8|(1B*fj{c&j#q+ceBS!OgqAmTgC;|ww zhgm&`{N&y)j$+G_7?!Xit<^YqTy!rBBySWk2ylP&kcOIU9i_b+o#*FWeo5?DLNv_qYv#LyB~|D zYnzIO1o+~*6mMc5b>X}+a7--r%E`9~mykuQ4}g?_&t0A}|BaYd1agxPMdFctOn0kG zZOmkEt-4(^)91#j!L)&At?a+PuW^NkRTC1FaR;#Cj70XoJ|B#qTCm~7$*}N6zA6qQ7(lI1 zd+5q-Ooq7eS50Id>4u7O_mFdmvy9Ty(eyf2B1A3dE>7D5_PM~EG?k(?MBay+izeju zR350d_mh&EkB_=d(Y{{$js8!{72V@OUk_87CH*}hW+C?OoHN&*K;iFCUP`(^METPeZ=jXfVXktZpgxA z+01F+!bw-b27mYxmck?V^9pA#fb=y=p8Ay};>n#<7 zzTg#clLbEw7cKLgtY}CyE@^1=3-3vsF|>`zJLhKvom)3JsNY;-a*EUtBGuU3Drkty zv|;kCSJuj$Jh>VD9Q`i0oai{Ln8W1;ACNtW!@V7z&y=0BeB7f=X8tfm6kBVW{p@Xf zG>9!>9&0bLEjUzt^yRMa^wQVG#e7Oa!-wzS%b?Y)9?ePVkq)5ytLrzBbZv5@AV`*~ zgpOXjLpe&)Ufbi+!1Rw@C;p@0Qc!yBGJC~#somGj7 zZ?q@r7o;K2IVTkF;<$jSzg96RKI$7;H4Icmy>J3ERr#QuBnsK+;3aS>6nHmIILP5E zw2z`$y}ZOUx9jF^|L5=~{}817OGsG}A(n&8=Je@z&8wN;jty7$ZE0Gngh(POV9h5b z$kk%<@)%_OPnZdU*<8R&p!$?V`5K;ZlHLK__8YLXz!I!XqCUP-KGAq+s#!pIYeyte z-8JX^lUqZ9fgaVaP0ez?M)+%q)#Eccwnx%f6*ftAyVuNtQ} zK(fjC^E6&T)on0&X?+m=BLY44Fac~}Y009zLtQ`;1#s5ZbVujryfFzgKmFXrT-nLL z@~CcSsx4F%`+a|N%DISC7VsjT3C=W{9Vwk3v?B*mLpo*2M?YBmdoL<7GVcR67P2Lk z8I3oZ6DY;$-o2Gd!9+4K5}aiK@aL>9aF#F?&>C?6t#~!NG zqxg_jegfYz7n?u$6DY!W6Op$$3)BBVVJE_p(F$khcp3i)4EZcKAwWn^ewA!|c=ThYme>NBG?u*&Uy5%6Z>_$@K4_oGoDmymS_-5*ke6q;; zdH>)(fvIp`^iWCB;9r4n6_o!vJ|bF65{JnNGkzbx`?OJ|a_6Ner!(ir^w#gf{od-@ z88S-7cOmAHBzH6paS6I4zw=|1zMpNg{iK*nlXulfT%rr`Nml^mUE{C6_g`_5=Q8M5 z=U-&hcE9v^*9!u!x%4F_X+D|lmOZa!JmBKN+{^HUq#pmcy=g=P^DFupU)=rm3F{u@ z8I?dguG0;k<~Q6jizYj&JM;LZRx(1vm|}Ar-pG!LPXJLF4QCXY6LX*;i4}nn$7<=4vi_ZRmYyrhUux`Q9Jl8W~q@UZ4W3 zO3>O{-iM=e14gQ1^0=-snT;U>F%G2h6TtR%DCBB?1Y+gT&yg_E7SWlQ5kSRbSc^_G7IAjgwFB>BH4{QE+v#-0%Ej{tFw!27 z%+Ot1{dpajbPivAm1|j1KJhGuY?JHb)+)L(lNEGw(y{PT*@n*lG?J&p6rG6eoajH! zR<@?|=bSt`*(ah#UWs(JpIi<|3Y9yCNVkM6T^N3bZnDUNGW{kX`6+w%CC4*bW?+LW zg^pIkGn>pF0O#Xg`lChEeA$(LT_B0im{U?qx?Itko+-vL-?* zC>cR3*BuHJrXa`;f8|QnTpIm&{u(|~q!P^_>vsQE%PM6KP!!v+GG&z2Dkr{zS&Ba4 zoq6bkSoAqM(5&U46Ok98wC2`Gsu5yg{ZaG+kP`GDb=TYvVbr0wVB`|m(tP^x&g0&`%6pt| zD3{NsmNfW-?rL1^S|qg**y`e(Dn>4CZ?s6B0IUDij=^S=6L}3>=5o98361M(VLi9* zj%jkZp#Q>WxO;wmS2B3^nD!l)w2=s{3={)mV%U*{T)Mn;l-xq_=0a;F9RX)3I7}SA zLNUhPQ#?&>?is{lTlj{ygT&!NERw%Af&S{EcKR3Qc8w!EI&>5kr`l2X^mtbpkinx+ zmvhNB7)R@alPvs+;b@#XPD$Z0hlcNi?F1F0%BGHdFmx z7^#3MdQH)c=d_%UreND2WAH+(1w&X-p2@{%_$D1S$KC>K^^IPuv)&j{iAvx-0rFdd==!_2qCiIr>|gtT(~}rHC1-bcvrM7H?}5Lzzk^I{ zxmdQ7me?S_PR#_r!{tBF)4`6trGx211@kr7d6gm5cY{lEa2mpIwTt>vIIp;~jtJC3zKWhsjPoEYe(xB0b7r%<9VfNduR z7rEfcH6uy-#ogs)1B1D#KX;wcb6+E=39n%A%aUxDUvn3^L9Q{Dum_lU^LIZF)PZe3 z_TAe*)I7MoqDOizbN8^3x2e^ioaJ9b~vC{rtxes9O zFzkdRc7Z$_&7z6woLb6kCDk*DM9L(bz6$M`q#aXLjfc1qHg7BlK8R0nfH3}yN4FeTU!TF3L}>T;g$2Stk((& z;pbAwE}tMD z3#(E~OnZ$_(9G{$kW;^zS{`<(ewEAn5I73m0MCXo1FaC59URbXPF8v=Jk;&lr$tqM zS&Zl+Ocx-HWFG!FF{buzUKzeT0^7vV!1vmp0y5%e6RqB(NmSiWKjq;B#_YY_6nfJ= zcA7Zi!RAH!YT&Uj_30)MTr-b+zN{I+ai zve55tEU0h!WeC^8i{2ktd2IJ{n0_KW5SZ3(4C_nK?_W&}4bF?Imh1UB%=akhlej>n ztar2UEFFpXtDDYO95khMbs%hj6Ooz6)Rj<%No?|=?=k`u@^A^5x?eYlqd@0U+ZbD_ zcME#T0*o}6y7CJtoQ8{z>Mn84csLTUCfA}d50Y+;0bkO+Y`Q*N^-TMExWH4Jye43k z_8QvFdU1|* z(iiT8;-MiFus=FetYxafw8fpGVC0x za%T8>kE5t=5Y%}ZPnKwV<`5LN=u~}p`bTXFJ@dPyrxir~UHF^ni2L(^p4&ANb9<|e zTw?`|i8+Juup5VZW$-ViPQ05=Y2LG8WSxph+_4v_D1pDgoc1|4YF|$Q;r;nrObl#? z%TPD8Cde+zHgMy66JOHZVbfTD>O{P9qjsh4rx54PQv_MiQ@*NX`=p(1xm3e$f&$L}L_x)2^+XFL5#>H3*u$lIda?9DHHImk#k ze*5yIB+@d*+Vho&NeHXPe^7cW5ZK{WB4~6o8wEaGqMUTqy2r(Mr?1a?t;wq7`{FKv z@^i_gf}unP>-DjcX9rQ?$(Cn6-EQot*`)iyPCfDP9%s za%d!9jn_5t3kd=gW}KaVi=;SeC2TLWo2V*^Ek58_Gd9V3J0e6q!ibS~A4KCb zFYdTd8S}g8j&!&4`K-lAepH;7`>}iCMi2a%WTA(@Ojx+)(WRBdl66Nf&t1nx57nw4 zmxMID%kAksLD=`%W5@BJ3!~eJoUZCNZ7VK{Smw(KIpdw8H26p|SUwBI-=+t!vyjdndCTyXk*m5mU3>|uYEYesnf%pgBw zjbKz~;Lx!z-H$UBtjw6f*0~3NIC4K#QE9Eya?cxl^i;+z41b`P8S(n#!d5h9WeCR! zSeHZO*>zH*)#;|ybpJ%ep`^fqV6%RG=`FAPs8tPM^7{_{H5F9?@?wY2E{t_&{aok> zuD%DveVBROJxV|RUi9=>(L$0qe&&Wh}Z7|S-_@{0xJ9wR;F?8AO+rQU_h zd+%w0?7~OWlD(pOiQcl4o~NtMFusPq<-%Eu5;&}2%1*47I9oi(ACNz8bXy&77@%HFg{_>_{J_LrK3{RR4K8{ypUrgtFli3#|1{*q z_udGrYN*ghzuf^D*a|gCog8){i7uaQnOb^dVd4J#|lU>2lDY8CmW0wE~u&5N~oz z*B^Vb>l~*8Dqb1+4a+KHPD*Wwjj`JcbLYWUN_9kLJ`;@V+3ntMDM zXqE4vH28@)u@t&b zGtH&duk%*$;?B3QtaiR`g$NkuSa3LRcPIS{?%~i|koKg1!a1+X&1j{jbGnDW2rZQ7 zP7?jNJN$A%@~XS*u^3Uv>2x$>t8e4de9KZ~5}HNpT0X9!D)#{x=J0DDY>Y6Y4^_dm z!?Z$M%hupba)qAb9&y*!fnv~ZYxvkEv92@5c|YAx!`Q)a{UNN=YXUpWI2wO)I!km> z!myV3>?cAbAGGO!V_ltA_tDH@61KGf5h@w~-_aUUXC+@PTsI>($mO#LCgeOZ1VvLy zmB#tTfCF0rS8RAR?Dbx4dRX^gC`xk@uGUE=NK1BFlr6GNun1nQxZSqYSQy9k$w*8| zWMMK0(yq?@Ks?>(WSIjx{Kh&vY_Jk)_9;-A@QW-C=SztA*7?p(ao-3Fc`d&UZPNbD znbB_D=RD&n7{oNVm#_Wy9jJ3>lh8YT>`Akg!$Tp_E}l@Q9;!}j>JO(MHqG>*-O1l!Pm{Az2R;gx$E`)RYQk;q~o3WbpK4+;VF4EmR~kg6!@ zseBme41_%@zQ{N&IwL7U+rfz?ip!bD;^NBBLjq5748up&?$$o)-5Zgk&NfGl(3Xc|Wxtt!i37C*a{`TJM;%(2fitM)^ z{KWTtod#aFli;kQU>J5FHGN|HNd?t5TlzGKGw>%8?@}Yt{RQV%Qc?lMklDoOq)5HC z2g*PDX&poAv^+UX^-{m$ITn44V$q;-40XE}#LD@ge-QSxfXhoMXHj>Larq@FWhWZR z8>*IaBq<_cDDpQ6itq9>j1>JF*ogQbe`KAtRlmv^N%rWsD;~X|(6lh(JlFMODUxL= z|G=D?R>ZkgyvAUu=8j{N9+;5+uS0H<~>YH&zo#3Nn2C6(4o9g|}5H z*GUJf&Yu{9#vq}t1A(IHWJQ%UL?@eS(jB;m& zix)n*q@F-gDfU6I`SN;H@9CTdP1Hxo7N-GupFKfw2A`Oi1(I}gE5+8WY>LOZLH-Hl z+<#)tpCg%6|KU-gVpK&qxAa+l+8LKw0piPl&-Vyo>u2X>J&_;SR<}I$kw_jSmkSmC?{a~g`wl5z9%8)4 zdCW06*E$l9#uaMr>3Q!>WplC<@5z@4%? zU;WSF71-!2=+6Y?i$hSP2>jjAFeiBN-ow#~5L%V>!3g-`fD~}_(Pgf1thw}4a8Gwk zNe)k#PTk`U!?5M%NhBF6$`*+c`>i{PO^o-Axnt~4Pp=wEBe|NN5&4q0tjNteBzb^_ zg*T~l))EJ+@@-=h5vY~88~$dB{@j|i1f5JNRk-kgTV4@~h0@YvF%09U{trjYPw&>o z?c+aGr38xTd<#z-_{_Dz^Ko$Gf_$5X1=Zh2PCxL5mCxAFR+t$c?KSo+3Q3vAJGwIAl^54yUvpZ2 zD@$J@8RnS|d=kC$B+sq!K<{#coX)<`1%(HA%x zI?9}tg_|!wO=p(_ztExb9TJl@4)#Tu%$%voCQJj7SS6$$Rxn?L=aNEI*wY?wWPA|A zx%e`qASHsIfptq>Cuev{!{3i5ij zz%p1Z>8)A^3~I2k(b&VrODb58d-Z8B#r!#vSr?du9Q)NgmDCJ4G8&oTI%V#m)6MhR zE#*iclqudVowEaxAw4RdeMy||?3Gv$5LZ4t$AK;h{l|-a2@#l@J;FqGqt=W3PnlUh zT_tdThBsTmxoMGnE+o1Or3|%Akij7r)kjrUj2NWw%xu(1PX^zOraUHk{(tk{0%;NN z27_Kc(Rvq)xw*Bnr^gwr7$k<(-^GIhO>Oi?CgaixAs%b=6IB0o2svbiKqbrbG8VPSPqsJUU9)B3$VyKh^WSV4mLoAF$g(+1NLlzTf^cN=_2}A>k1;US zM&?t1l&9a5zl=S0cBOumBi@@x>E160Pj!GZFEH}4j(aaL84r;EvK{~3I+yxp&8f&) zPa?QS9X019zsEKXhsQf&`prb4ap)JY{U|4$zwc}+SSqLgnDXrZPe(-Vdwb5c#^tZt zz2q?b|G)V^AVnurlohjPtcJg`)j-&O+(HN1e0Q6FbP@TCB{Bb!+TFmW2Dmk|6#=+0 z5+m4tIFm|Mm)=ieUW(`5Sgp2&jX1v0u5VyPzLlOB!K9pvpTdd!M@4bgA5|9FpIk(9 z30(F^_XO56W7^0zI;4KkDSUG3Jjq-3rftwZ_HRQg|SCmh@{$gUb5p=O^? z=Q*bp0RAF?ohXs!hdm3?T&>mCm?fRx;eTL0)Oy?v3&>voX{$n!Mb`Gll_6_^#;lI! z%h!r)Ux)~Mp(_>9^b?dgyvY5QH~$gsoW;{pTieYou-R$W&KY)m5T=$URs1^8Q0KpZ z$s!Se@9z9Lf5yqmw705rRl+Y;N7JPa+s?X%& zG+3B$ds%~D>oogwdA`%Fdd^rDzHszbt@?j@TLIXKeUrsWBDs<;wz2EUZ;^zm#fEo{ zH}we)WMsQ8T_-81kyv%MniVheAk}1x;&An|m0nY!t6F!k{W#89i#l}2{h4T`s_=C} z0xs-#w45evW?Go+d5Y1b6X$;zcOm8Z`1X1@->CE-2SM2*eJ1N}bz6+FUWjAl7ujiz zo!hY2Z_m9?-n$$dGt({1`?AV-0u&+2$Tn?uo&H)MWSgQ=Xc6u8`+tmfL%JIPjgN70 zb}sCnz`anzA?$<6rEf0aG%yt*TcTMenMACxG6 zAlZa}?h2yE^#{DhDn9-@(XRYScZIhV&o3*HCOUmPg-f#xYh zsr5BWCqCxcm0v4@TajLLNlyQr7iokM)O`5DeU)b?QL*Alk=2srfNdms$87@MaJJ9R zxWY=#89memhe7PLOV^$Dk)W(Vn-C|L)jFhnN7&|?mVmm#-ev#E1tWZ2;wwFiTmJur zZa3+!Y+x_vmAH-PpudD{kh{u7ye`w?1MtS9(t8p1Sih=@C65pfgN_|lU#mZT_4wR#vrO_8h8E&Av`Nd@(bN+n|F z(ag`B&R{~VA&0u1hF4Cs1xX`vCnsOcQg+gaj#F>90uQ`HunEX293Rw`ZN$Y_J3EUS z6G=Hhfj-ybACYYc5TUpGfBK7x1@S6dSL3?i@_)Ok2wZy^6;Z)+PDB(JDr}d88>1|`e*S+M z6m*@Wc>h7oGUJQL1yo~}&@6QLc)Dy^?)Qa7*=blx7rRVTg~;WclmIQ2Uf=-^Fq-L+2@Kd>US#0 zK1|X{KM&c_bXBw6KU#PX3VgR7ds(%_2FHJL|G{cr*vz2GfitfFiBZ9ba1DUph+rp?n7#DauFXm2_Lwl_D)sFjyVeB#Hw5YCk)!cbwhG&N>jw`K%>Il-uaDzw;}J z@Mh68{w>bGxd?R1{&ymMl%s`7&HQ>JE+*H&{(qcY`Ht(BC}mc%aI z=Neb+=W9JVm*j%R^L;v6f?V2n_F5|GZ0m9xO+v2dGcw0>kzlOXU*52g)OH^wxa`+& zb7(opNJ7yx;jiB|Ta&T=eDGf{aiYe$VK`f-W|S51wRbDseh9~^(NPJ#XwY^4bz{~E zyLpdOh%SO#ZIT?DGBKO;J_ha!gx{$IPXylIfJp3r@0hpb0d74)bQ zX~mfo)Yd@2J$FDN1Ouda&u(e*ozuVvNSq26Q~1_*DP28b7Q#ZFd%$po4&z!g&U6>2 zD1#djvJ?`C1U$JDa}#waYdsOGaWDQK{PS>%;>01?-PpzXxTk_9u0$}5{&vkO{Mz2I z{a35&7$v{LpYGIH;LA59E^_jFh?NJ82-ii)POF7tw>ANn`huq=8oX*7NK08GQ0w$F zW}mOmkZ!RKX!yEH)3jn}A|`9E{6y<(B(1aV$>*>Gh(u%-E%cZLocy0{@f(mGnjlg#ww>omA_M|&l)K~*m$6Yjj$H} zys=;LDxa7JjD_6QU4m6Ydjd>~0vUpUU4|b7ZJo0;M)GLVCOpG@?}{eQ*2R_oi?@Ey z2)e9#@CU>7=A`Cu;$>XVHw29ke0W>SBPW#uKje`2md{@b;qL5wP!a2IJ|RTYUBUe5iVgMMruYYv!)g+!+=S4JL(_v zpm>H4Ip@{0A@^Y3Q|Sn3A*J6Y0{y|mAMTrLshJdY`PKE%-fPytz##jz-c0*R@z4L3 zH$UV6lnsZRW=V`B3kUn3D=@?CoT5Ajw!au_BI{w0^J7%l)EZ}UAst=)NfBrLW6q2P zHS+!X^Dk{257R7>+3Y_+@uJsc5SMpi)=MO$#3zh|p#{p29~Epr@KN=U(fpUihpI*5 zY&HE*vgP*+6CP%b+NJg3)i(cr8d(%70T{vz@)na9mUn1zjTli?CyTo; zU!P&U5WoO03p>gDA_!gdupT>z^+J3{<>3cj1NWPs9HyRRpL(l|zr9?C)EItbTrW^QbNOlFWy}fm%FsM0_+w21*e< zvgSv(f&@Rif!GnpACi}PY9#Jl0U4pd_*?niGJSb~4Gh)v)Lyn1?4momeI^Ho< z4NLVT0+>*_dlnH@w{&w!Z}i{EG%H52-)>fPex2KVqk{Gu`D_Ks*A!6I*!lUFMs+f$ zK7ifp>y(~cQj5F)r(aDKmbTWR9Eol}?S9|4H7Hvao&VKUweC07L`4_Xi0Xu}ElEL_ zy7Hb7#lQLJuh0#`Sk78wYGhe9hwPWHKcK9Hk6zH;RDSfcANiUdMA+!$pWIN>ua&mE zkE#d%6Wk5lSg;FKy8%p{sGNlo`l3-(t@Z(RLhVV{r(9I`kpL*+@Gfhn__>2Q_Vr}> ze~oKxNjCW2(FW?{sQAc^bHe4#(`sb1GfAlQ=&{P}h!l)e1+7dk)=>ePUe5em`>xW2 z`uqPB9n{eg_o{rAD#?~t zg*sl*t&u&2$_IP2Loih46{dEC#;-6zP^_tefj5o zQh-J4sW}hszotf($%a_;^xjArZSyyfu-G5Eu98$*pA4{GprOil3>ghm)JiihfS+zm)T45jmxv#JID_72tlnc=^j~-IX%RP zN)Io1G9`S=4zrR3xre=h9e`4xw~%V=39Db>pnF;b(G?BUti(3B@tn4kZmnD%&SOgt zb9YKvBL;+UwPzaCnN`Tujm!sNLV40EdhUsVIE7%|?<8U5A(}n{Pnpc>TQYS@h=Oansq%x zWwL&~^r&ALH6e4Sz4XpM{JA(ldK)GlNT-rd2cWK%KF|?K#$4 z(q`nXF78LO$AyL_?|R(;3RjxJ#S-76|5!fn_OP9&WpFV*?kAl%Zof;T3p$9fRdeui z+YSE-8`J#UDL!l~uo%h_!Wxtx@h3wQQnpyvz#UX60m}p%B|%D@Op8wnvo4ef6z#%c zgQ~|362gU!cYmU-NEv|Qp{#H-yp%gSugK|8ygdO4X9(1$VzSZfHtdhOV8f#(moZx> zo`}9a?l&nP`DoZv&sJvGa<=gIKV#`^b!9z;-A4QBD3(ti zqLng5c^E{ujHM&6;4-l3#LbyaPPQNEW2serw=}*BS{mRzXSdVAQXqDx04BD%HxpLeg&g$sgOwBPKgTy?=z*32rF z7>U}b!%PDk13+H&S}OsEb@P4MB2vksBiMho{lEGVx}g;nMwbb4Z(iwziNl$p0a5ov z9pbIn{)FEe#(!eRXU*EqOdNAqzfm{}d(yiOOM{%zq-CuWV}3xaV+JU<114~n#@6Pd zvb}m$vpR8@vZ>dawO7F(`?+eK&&0p4e5D(EKu4PUde}f@ZgKO?65m}PuKVQH?65I3 z7~+99VWrY*5eHF$na4ZfRjCfyYN8nixl#eNl=zIao$#0kVJ762m0BJMr(SLR@^gil3Q>sQY|)BP_1I$?$Qe*)+rPXT$z% zG2^PJ^Wgg%WM20tjPqvF*D42HQ$9&Yn z-G!^_#m5f0@{0n<710ZpyE88fIc1-l`9#(CLpt)t#l;Cex_LaE^JWFvK3*0AFaRdz zM0(Nnec0fuYg+>iQDhxN$Z*CU`}SMp=UW*cr9hg`9Ona(qb_ET5O`NRQ0Ay(jAL0| zovJ^g1=mt!JOKz*JzVD9-V+rej2I<(T(1@P>vOfyc`*D z+YJQJaJ@M05d$(ehDV1JARb;xDa3bYv>+GMjPxOZt?CUi=l~=`S0TQCg*cw2bUi!O z5pstXNMBJ6ZBdEr)UPEz1@{hA#b=)$J;@1SB)aF93r}Fiy{Ck4!&1D(7qlc<({;Uv zL+Pr*pX5%ZMv)Kiyo~thW31b9mJzdcJ>WwSWP?-IV+FVuhsVM4t)p{T`BPV4F3AG$IwNw_zx=w zw7sh|y&}g}kQT#!b?N}f%SrJ>iCL4KG8BS2nF}U`R=Jy7Q$Oi8n zM{!`#`P=GhsBYX2X1;hb z{Pt#O=lk;OFST14P4`{58-ngCAqYAJ$t=7$cZwUt{xc>I;$TId|*?P#1d zPxk9*M};Bz>N&{tiAC^lN1y;x2hpB5Y>9G6EqSlky*B^WRSS8CW?`S(CFc0%;L@Cn zK~Nra@qJaKhiC3= z#|g*xdq|V`(MJ1?pL!tg=~ou)_2Hr7kJrYhl;HHxtw}1P3+am(?L&;-TK0X^{u#Ig zYme^f8#R3o^a%x9*?6wo1n)~Wxs7dz2SBK5`MT{xi4`=|oI}gfG6qNx#&PwqiJ0w^ zyz)RF72b#+b6WFX0~whT2idh`KtH*8b6D2JKlExp!mZXJbHW2$ZE(1a)-!I+YNiOR zhCA&@RSIBSD1N-P{R6f{5WIZ#_V_aTN|$tJZie#qKuA&D0`abmsTHD|I-{E>CPS^( zdcKxti(c~kKz#9eo!QwBnyiEH(Rh&~+}O3?EG?;HI!#6u@z2g!a<|D6zASPUpSH`& ziri1x5ayx=y(y1dH+TGoSUOW#aUUl!sVG_fRz-%!OTdpS{k0XUq_kDRIDqM=J8~NZ z&!OrctL*Kx?Z?9foy70HqaE`deiWu*mpG?Wky7{qHF~N5_3`#*YPT9^_R?)4ZNHBQ ze4FAI-fVyF5~wrZobE~0-pmS659&?p*UzUlQD`QP+KE=n|A_aMUol-RyerDjdxR@I zfpz;pt$6KRI?(F`8=!;r>f<#`XVD9$;AXs>y*Vof?|Ub$RD2vf3UkwBdpd4dF8B5Z zKXC0*FFLd*97n9zyyeV?;FLdbjc4yE9XE}WAwHUvX7()DK5uJ4U5{JvIV}9tVT3jQt3W2TC71{=?28JtvuZclrE{UO>79r@7tvQV+Qdhxi zd;W1?bfFN&zClPqaz*diYvB;Jt8Y+XMD`=Wak11ww_=L6KDnPZ>#Zz$eitut__kX6 zElC>tFnR}&CM4^13Tx?4W*xVZ>SRM$bqB;%|AhaUiXeGIvv~T_om*5r%uyb-j^cWO2+g z-PL@v<>gHmaAK_Kl)Sf2Kw8$i3-idIE3|p~MzPcO$q@$u>0K&ghwYn#n77!sZTR;1 zQ}JLe!ZP+zJg!87mD*ZRSk$WS39MfI7)w`e;bb~@TUMv&?$5WV z-oWs8Y-ZZUHhx>_YFYb2ipc}tt-Bj8U_XVX{8J_U5*0NSA4mP}8t(|2X*vs^IlNz6lE3kv@5>RQu& z;2mzV-GTfvzi?b2c_9ITX3y=B>OIby_}WBVI32?H>H!ovH_V);*|$skPnb2%1i(LW z4t=Ljf{XaCiui+H=e>fQ7;?&HTXi`(4I(n%*9K8ELm>*#ckPWaJC8kqf%Iq1d;wvz zmmG3jB$|+8l6#@6hjNXoa1hMbE9f9r>W!MEq&?@vIiUM*T@d(u2m5y5<+du*s+y^} zI=LhTx}a|&pD9y}Vs)Y-fnw2LQ*dEc@Gx0=nQe2#C@os9h90i=cI);Y0ekNxEzKub z80O+W%{x}-2wz##CgS||(o~S1K*++?0|leKJJ#D|?n@KawtuFLIaEKG&U&5U7I*C8 zGY23Y30b0Dyv}c0J{!{?*$Md(FeaUf3;~t$&=9%~0qSQL(jJu^Mt&8@{fTl}v*)%| ziQl$=&4jw=@6|zD$C_{Kqb?1<-<2!=O*T9XCVPX zp>#r{aVw87wPG%f0~I2?yB{8@Vl_k4H)Ytp1Fi<3R8&?Z;-;MJ=D$RhN{ZpUiQJ!AzPs)M)Jd?^k3%yK z-TV=&m;S%D50@nC#gIQ|4jmc!p~ou$`vI%%0mm&ng*_U(ZcsAoys7~_t|G}OY1l~# zJL#2Q^@A$mfE6ASuW5B-h|Ju#(7megQ_QNGg@o$T^GQNneEe;5OSQG9obgNYI=+;? z)Z=v2DN|(O%#{6(RdnryaK@UvD+WdqfBeuA`LqgBp;?adz!+X3#Ii_+XSxfu`!Zm+44nUoC(5XS?1$uKn|=mI-6d0_R=Ar#L# z%vAw1jPT%NPXW!dapRWmg7bQhmY!b?9?hwl4P~+2pePKR1|m(4wIjWvj*6jv8S(4j zo$fRl5svS;mJS8y(LtfGX)17(`;P3bZ8HLLN)a#@;g=W>xG26@M6Fc;%m{}kxssq z`~3iO-GFF;wEVW!xRWq2qp4|`JGw091Qv~HKrn(K2D39;GV+?pOTXdx!OaF zfY?Xsdx9D`HpR@>^1MP><~g4(CBzk6Fyuz*H&F{8yn2sh*K4Zxr-1Z^ zhr=?g9rJI!w0Ut1s1`cr;?Le#=OLmger=o$gj_Rlow;&k;Ha8rrtZ9rNi&ay$_-w#9-1*WepUrr`$-;++wcWN*#LFOW^iFmOmaPM&rl6%gC zKm~sU%%wJ5A?Ks&SUT$~LFNxyvPUm-HNr9cvj#2;^74(Y|>i6X9MCGS+FYEzvl6g-ZdjkrT+>cX%|qMs;mh3 zqY6QIB8ojc!4>%C-$}L!ym51cbjiP=`-AAlZHOrW+{r9RSBgN)>(E-;~q$gtl)><8m=1&-bEth!KN(kQChv z&=!CXE8}fY<6DiMx~UU6Q7b%__(<+KQcr~CMf_y5Z)Z0782I^C1aPr!^g7kM&_MY2 zPkw8KRSek;Sbq0&9YVU*AP=#s3dl#hjtQ-ukV`R-vWSRFji$(gErqy!m#)f;;O;BN z=mk3huY(5otVD#gAj`t4z^?#&mcV1qnu64UVuWSAj@L9?)o)G(d9CHt``d1U%eLU_ zz!%F2xHKZaR!PA$sTJ{Vjmf$T-k0^;Avh%k;GSsWDUZ*%gjV;l40m4)SXr#96(|F=6)dpZ5qjrwF~7xhuAxxPfE*&YMyRFKD~L~ zFIq|fCw4o}i?0=sqt_laCuFq;=ej@z1I4VJ5cw9Y{nU_;owbz{l? z?7Bu=IA5x5LK*-Z)1j2sxAv2qXPgTfyI`P8m{1X&FcN)bVkA?jw#|o*^^A0j9%Fn} z^AY;v)>X}f?c)PXe8Y`v_mewcn!rpkugzuoAm=B|XQ2*YgQ!D_sy{;^;FZl&$>X)u9FIz zu?YzCuG|JNdg^a2PUc6^DL!#3%XPA5WgeY4lw2=;73v?7>|(SI2yd&thUeq?Bjcit z?BvkHDS*P46DvA`0^RKV_HtZt;95kg$tvqoy1Sq(O=jJWt;0gX3I@im4#@PFd&ehL z9p!-*O!S!4Ra%%Gz z38w6xzPZ%dw)K>D5-H>c87s{UgY9SvXa}4x?FTlz68XAgs%~$akJQ=-4>~^|JAwE(`-4%bUrUT;4*o=@#|U~8Wi7NW zSxwAve0i-F@3Nz<BUOL_x#FwjDep!=aAnC#*Xzq1zb$p{ldKYG(qg;W9{>=fnh4Wt4A5PC5G0Y`^)_O zE_#MAt#`z_WqgvmckcaR+%+_Nl0RvvtPrs`60En?QlwOP=&Ynbj2<#S5}1>))$b7q zgJQ1=cKjm>Ii_~%Q4Nw$v$gSC+8Ad&N_*$L!npRe@faxy&>^V1@Q5k1^Z@HCUghB+ zYn|8G5z;2353!5xJOk#V9dR%~L&ct#xz($_kGK}EwGLbqn5Q8jS@S}aihY_4Fnv8G zrNyT(2~Yl~+Y3)QwJT-jFJo_l8up7nkdk72QHnTDl<%T|z#C7O`ZNsr*Ejd}Qvo4m zUQ^>9+YGQ<>#%#A5@g1~+#0&@Y=<15v_S)ZgPdk*ZKzXSAPkO#(dZ?A*sZ=Z*J5wP z&Fck8$=NWV5lm-G9J$`!*2(HP@6PdJ_ePwZNJ^2TJ)OBFgGwr47)E;p2TPI8 zKND}SAy3IhV{74xAi&e*$ZpW(y^Dt^pV&v!mAXGMjo+qT{i6H`vbb zv!=TMMqA)fAGD?9h&#G3MCOj$BXk-o!%jDBQuVUMlh9GCAt{F=s`x5PW| z*LRhY{<(Zg=bRRge1Gs6*29Rw$<*id(TY{9H6QoCAErynrBJ=SBQnwuR&VkA6+_}# z{Xrc7Ks9(ufxZ|RINF7|@O)S|v#xpOfxGlKDhI)%u7FS>Cm?K<_0|G0|IE~U%e>-! zm`cm+2L-1zSH-KM3`14q$0N{;A6J>c6>zwGtlv}+M!oYYukJX7m%I=PZ0XjNg^K52{ zdiQKTwYIVTYswQ!lzaS@HabF=3=p&Sg_Xf1>UXvh=`+S7!tZ<2rJom34g`w8BK3;+ z$c=nWD39R-d@jlAiodOh`I2kJ8Yd<6D03u+h&%08IQ7 z%plJq7Cp**u$JXh)Chp2>1f@|cOPHigWA=gDP}a?aj&m<;+c4xbt&DYT<~8AG?fOW zrJ()WAXE)23+`=W5KwfRZSp+cwG9vlb!+QOb9+{R99ujI(#q>S8nsB((7wj%Ua_gC zn{jF?CkJHu)6n1G)BM-K3aTvgRPHJ>HkcT_9>LrZUuplk2^BhB@#sw9^EQ1DBzMrx zIXPL1tP0lys}s!~BWWrc5|*tXBSZ^G8`!mDrbbuEWCXn>T?yEt-)kB9#`HWG*{?bd z`gej1r7_1>+m<)5T|Fgh8KcLJHNTf%;&~XqV9~B*J~z`K6zXGoiS!}bbz;2}(-a8R z=M~(I$~D2>4P5A?)CS*+NPxAm6YCQW$(NU^L>b+r_FhU#U3gNVLS2=0@~wq!uE(r1 zx=4@LVkru+;nZVV7j12e1eJ6{FKfSfb5?W5ERn0~q zqx5|6HP-uQJ!KZ(df{_~n7X)WSU&o2w5tqgXQV36lOkCLLhAQuBF7xG73*2a<{a_? zEsOQe*+^eYKy}9Ebj|PHEH!xYliTqdCg(D=eKu$ru-il~X_zRL2~bB9$=t1Q?PRH; zq>>kTY99sYq=oYdhwB)jKlZZ5b)(Fw{h;jtQl@ z0l|F(oSrp$*A{L+qel$Fp;ZN!zDyM8cSbL}KjbY$MqHTKYwCVx3R7i?PF%(4ke`Z( z@?>C=o@0#xK=%6_T#4QGGwfM}ng*~5>0$s05v)=k+ziCYpZr{DKex`g`vwF^t-84r{#n+> zHfoBr!Zrx3r-uu{c#zX&`LwvT0$3IjVw8KKYu!{+MrcDaFe#7zFAD&4&98$NjtR%e z={LR3zh{&q;U~vHhTO*oAj3`qQ>)OZ=@pkjpq`#Ns7E+tsU>BGt$8zKR$)$L3-Ix# zsl-cVxJ{i7ADuOQ0>J-dW6iazT@DSf+<9gAP;ev7zqd>R3!8-S@}&;oi}+e80V$LU zOzx@!2%2!q#!za}^r;RELA3MHG);7RpWt}r$Q=*29`9Hu(R|Q8SnZMvh~9D)Hh$M$ z$R2w~KI%Bfi9d0Ku9l>W-rwSH$56rOwd$EKJMF`K>{|0T1EzChB)y3^&d@@NK0yE( z56BHIY+ALBd`tX3U=8!bw!n*arqwg;RF7L*?vd-zr)rZenL95ZIdF&Z(MxVl8Dw@f z!n(+ip_|Tt!J*ziL}i?r7H_9i49OalCRxP>qix5n%~?CEX<^-y1abw6UJ-kW%$N3f zo#qWv0{k!Cs;TJs{-N}F%U_D zWiY7NN;tanqjbaT^vz&jiqxre0agc~9dFbdRq5ehs$S{CSgosKLja?XoBVzt#b-Kv_a-s3SC$tJrpXP(X!oZM1fV%Th;-(T20G}-XF?!@( zvRiME>E^bimt6}3R;$PzWw!})x%&|wr?fbW3Gw$XsXa9F`HA1z1(LqVl|M34FhPCs zVwA_qw|B?^F%&$S=f1UiAxT9~dMwjDJ|6cRk|dwGD%ep-WaYkg{CAi2v+UNm2U zdU+?Cbk_0CC6yat=K)!i5H0njsX!h`M**-Fi0Sp?M70Qi_H$P((Pe_{%vmbFcZGL+ zbQ*m3(xcqv2?r?ozSLgTFV{f=2m6|g0pv`^2&_LUUQk+x7u%CO;y%l@@JTE%i@oLT=o?_yUBAkxQl@Fgo1)aH0YnINh}au7nK0_e67wsmqA5)`Dr`F(7-l zICpfy$B-r|LG}4W9G%K$f^SZmW?06Pyva!4f|3x4t*;JY$??@?4E}ENZE1xcDc`ec z#aGV|12X;w0yPpL+}oE)I+*z4Eg0TUY$iwg(KZc?QKbbI@VI+xixxy2p6*pKbD)*+ z`$I)oJ7HTPFa-Btq^%Dqk~E`Fv#v-kix4?KE;{(ojo=`@fx2>CK0A$Fd&0@%bdP8N zaTVEVIIN}ZbYh4M)8jO}A#q!oZ3Ij$PDKJRdF-r?YSODlsKk3hJ$+f6MwYOS1Qn`V z^tPWP-m>q;uVUPqyjgf%N%`hvcZvBxda+ObiC&(21_W{g(R7+o!BS-(+&LUaIEyQs zer=mCaBCsgF@z2}P@sHHLt*m}|9FpGlYJDCD!;=S@zmf6c2cDlb*Imn5kGXr-zueX zs-J&>Ys{%0^TXU{ud?mNF9HUl;O&7PYk=^1wjn!=S|&a|(mmSI=g;JR$(01YiWV4t zd2rKbor-EQ6egJ?4Eb-=+WaSKF^;rwlE5Pwx{v(nmm(|G=B5st3)vTl8AtR8hT*W6 z-Yi1~n<%LLFC!@*F;?HJ=YhUNpnBSvF60TVQ=HQ34AHcu*ny7luhnfn^qap#*EBoo zD%&*D-jw(`)A3uRAKi0P6cn7a4V6?QoChA0LEKiu;ICM6ajiLJwc`t{QYte9N!j&D zKX9>kS59m)T~TypAeJM%`5gS4KWUVnWQ^$UI=OaO9Gaqu*>}ro>nu9@(%^`Z>ett$@jkej1gsu4{orh!oZdEeVpO>E$l|kh3Zit#&oCSrm3%5q0py-nicO=eh7h ze0;F$kcr;d-(U3qp(lU9B>W3pC*ZK+)xc|%f}F&++w-lY=&r$UbI`is&D$IwHxfRCXI#!i;8A9F z=;2d>!f|c?qJnR;qG4O&RI@0@W!rnNA(-fhN*%K2l{*7B9Q0k=f&Hbz4!7bzZl%aC z5LYp_CGGH&F68uDA4mZlaLiRG=YX8#Fwi;V?<{z!bij)95P&gc?)mmhL6|v}p1o|Q zpbGELp;jl`n75)B=g&2iWjv0Pf<~tU*RYJN=nt{Vz@I6QeW15O95j+*B(@?;NZT+J z&eY^J8qP1>tA0!sr;g$01OZN|$hFV5ef^ElIYtoL!T(I*6R8ew)P+8+y*F3vrUKU} zed2;!7fqVo6_ebTr#8K=5jv)#ITo)Gf%CmKBs%UR=lZmYUSH{sH&7E!G!YRXVskzg zYNjZNN+5x(oYD}Uwdpk_d)AHjaiH*VBc)TF&UPe21aA~iF#mf zBS{^jq32P44#xl)!l(DUvd{7m{650`S`<6gQkW8(+;|g8?4shxq!Zu}B5;5vZ z=bzs#sB|I-b<_)QeoEE8b?}hpO2J5tjrs@pn$m(o+c5rMjYx6?4TI;rea%gb*niBt zmw2!AvbH7z(xCp8{}%`FG2q{Q{2_ej~fOe*o;5#&;Um+J|<@ zq0ZRW)G$IBWufa+vr(ZLFcW_lnIi)HScM8d$d$J3fGlgvU6v}dCy;zsgGUS^DFp+C z6prl%LHl*U7E34Erw7`)-7nNJ{hxe|z&8p6Z!<;~1*UA9I;o}Ceab^SL9EI<4IZWb zFo@vbqWk#x7#7HnBR+opr^LKjY;c%6_Ad^u^;3RwhEd@Y;{|-^79j{g$r?WN%cNLK zpM#Xp0y|=;Prc$4Mnut32dD%1``2*l4CBP1KijlhR2Dgdw&gO#2D^jvE#jFUZ9vQg z{&hi?M&FNtfl*vh`wM}^!*jLrDtjwZ)H{S1S+X(Ew->8%`ioq>G$~Y0q9EYW|40#u zzt|v@R}c1}jK8vk%~|X+{$o$^4j+hf(96AK%i-gcV0oZrso8j=^A7l*A5TC}U_V~J zFJ=>`>cjOt%?iliBp+U4!h)cZz9azsW6L#eupiurr0t}2)z$r*h2F2hKt&Pjpkfwa zBGZ5=ebef?CY&~gC5?D)J+=aDZ4#{J-nAf#j4A>;KXw}>CbbxW*zT9P`Z z9(d{4dj0Ys48#ZOFPjLAucEgXQ{dSGQ-hYOEbjL`Tas8ej^sT~=CKPr7 z&4mkRd;o7;JeKVj*J^A}Kmy?i=OJ|$?rXV;Wv7f^lRS;~kzMTjnEuv=e=Tqu0&8e) zp1!Y>xKxS2xqW`)x&K_3YQ2xXXapGN8!VHvS9tmF&rJzHbB?O$n`(r}U5JblNk8$W z9+|EG@GL$wQ0x@+o5d*Qk92MONB1_NR&0RTg#a3fh9VAM21vE6VpNB7j=1c>r|TK& z?S_md>e>^6#X)GsLfWRvbF)-8df6s;4{#Hh9W_v6+x;ofp#}d! zK|CbFGVU>LX#Bw^^6fBBbMMZ0(WB{_ypD^MTqo?00#qT8Vg$iN8(8P09!AwBw$@?%wD!*Gd+7Ib|@_%+lRf@W>T5 zKC)PiBXdfC;jc4zsdzM%Ce4}lhs&q^TWvPUA?HFe(hgW{J8E{ zA>d~J?l5_b)qrgYC`Fmk4K>ut&h90RmeyR#YJYD1pYxeSm<*$y3NbqBqQv^luZ`pE zy`_H2N8%kv{;r5AWs4v$-z9Q`{RFX~weK%zZkSQH|WgCDZPa7bMMT|5{JA%Em zNRFMXm{p;T+O1y#PPZ4&Qtwc`mZ=nS==6PaGCT}aAq?dw=2-dwWgU`+ zb0x%SOvV32;Q!?*M{#|9yI8RThD)GoEyTOL%56Zn81!7BR~Hon97Gn%DK)ALKG*-f z+a{HN>S@953HA%#GhoDDn|)E0KNs1&v@0dkBDe#a|}=*#GAk0{pE*(=#WKHgLo?<@27lN`d9 zVFGt!4z0562{s>|A=KKy89yl@R~dHq z!`@zvgZ|Uw3bfd)-Z8XebQj&es4~0mHfz*+mjDGPkNz6pRGnr83HikN=_SiLKGzgm ztRwTqGVC8jSTU!L7O!t}CY|rrhf|{#h5N$^_1D{EU{Rs<}*2k z3l4FTv$U-U3Jsg{R1Fhz<%m$2H|Hs^zv zl!WANKwzuy)!SI6>y29$qIPt6pKbp9($9qxqGNJK!{rMGAR}B>uc{rqpy9lzVlYR> zKr#$y>uhAqA7ZyE4~^gch9r|pdr`#mnc5zTg$Rl{!50@cm2`=nud42z;&aiNaI=d0 zKT+#}hSR~cNV~pt_(iRY_UgrYywtsIgw+ZvBKw#kxwiRFV~^SM6-wR%nCjwOW6 zmz1@xLR6E+mzU{|W5j3c$R@+T9SDjTr9WVT;L?SE9CXp?_SEMVs&)d+s3P0(si!PUk##Y+Nd5ArMu3N3HEAoI5pM0Ds#6Ig}KU#q=Tq)h0!po)Ps(aIV_=YS6gOgnpZ?m0yTVK`9 zx&+P3WpB98Zj@5Zu{sY(^5*Tu>JBuV?^Tz3=G-rlBq=+eaaU%0_b^Qktvk7v1otGz zXPY6w*W-K48S3=sB>yPbwpWagss1PQ`#wO|W?otGOqAh;_BIE1#?&*4;;wbA%8iN8 zi~gB$Jsb2X&!wV)2vUDx!a)_~Jqcqd`|xKw=l!U%vt!OQ@B-4J#RO=;3yjllMl!V# za8%P zC$KRW%Qx2jH7-F_nHt4@|K=ZRPGWFZjQH3wVIc0X?R6av%AlV7U|{DPoIR3~FDR)t z&%o(wI(pX&Ei4C7!?owz5*`4`2{zCm^T3_+QC%iNLJq_c>odlWe0q1f(Kt3s>|SJDMFov?;v9Xi(f~QXb;sGia#)(*lD$ zC(RBCrVh9ie>teWQX~Te>?xCC@@hPI$30M^$%#>&NBJ30QRXroY&1|`7wk6O zP^4q1Pb0<$j2QU(v9uN-P_{L7`k1a-HD(r@Z|eHBae4z+Hk4+I($$FSwQ?M?acaCvq%i zzj}v_D8juYeP!nL_fqeMyNAco)w{>O7FwnDy)zQ6O-cZ}k@#0`lPh+|209yZMw5XkU*7D3rUnJSP?UD4UKI zOixdn&s7+kU!Ja;PZj>2$M|^MxT9cVV)EWg>o_ZzV!@*nj~c+{_!8Zf2&Vl2T2Aest#r<%sRKLXpv1S6KU zU%Yrx)t_%(Uzs~ORTq8zdN>(?r^MeWbh+m5)%Dsz?2w~j%`c!ToAXD@ z*$8(yAsg3cdc{|aN3hsrN@P{u%2CZSJxjxVM({5XTvWJnX6d}2l)I{FZc2k7)zGlf z(4a;)Qh^QB?rju*btF+zs$g7mD__1`GnRspTZg~Js|Bt>HmQIxd(BXfZQ}8tB56eQ zT0ZmaZ(=7^3q1C*tbWXThgQd2iYnuASRrDaMc+uIGfPW{^&G#`&4Ash){#o;tfrZr zMg(?}CY1z-RpenWUO;SsGskY%P(?Yb&4;;s?$5pi=RaXqhy36Kaj=%wABxy4jhkO_ z#bAYyA0NKpjWqElO=S?X@Y%fA6mr!g4SzEuM+0QYPaRC!t~8uCpMrbWcgq`0)G?g zXcNA;Q7Ga?@sCT!V^(yCH89ze(rYY0hbJ0(&)?pxJ{%|NTUr(g?B#wQdM9#5;&gwt zlj?OoUtma%;<-t-%6Zaq7PTXcj7@=fj&x-Et$KP(-thWUQF%F~XV!oikV7!wuifji ze}1p}l$rdpX$aFl%QE({GyJh{jojA>aRe=bsf{PuGmhR1V(}wG#3tS;2p15(;Sm{! z|CVDt2X35?L(IY4{8F@Gkyea$-1v%9YaVF_(2){>?|(-7{4QaR#46LS?p^YExZ9p> zzpu^m0+HtZ7#GIPhxamMxMv$upc4y$YS6@vP)HGvf^c9I^BnCr%O^v>_a<)$Dr^^d z&;FGAv>Li|A&v^2MbK$w+lSu%_^eF-IdTGmXh^G~s$)U&B{%W6T+V>!GNHQnE-o>5 z%eNGa3i>3nH2%lbE@8+r-60JFLCDaadPQ~^XbNeBcQ%<_tOK4p{G3yXaX=BQBV?!>&KIoBXUp`F2+022?@yNu3tudm7`U$^TTf8( zY(Q5s>A{f_uQ@B7_g;^-Wp?aF@~wn4CyXx$n+@Ps&l-6A`Ss)b=gkqP3S772CCmN& zeO5$bWOn~N3tMuVwpU+nAmq&tvJ%R~f~10qEOnY?b8~4oks272VF){*8svAl+mJMt z+*+6!1s{N2zhTAGm~(^7=r5m!@LS8M5hRz0PWaR^ryi6w(FMWGEXRHkjHt2M&q~#& z0dt26UNWH2dWVjZO_G>f3KwwNPV&bQnPb&!7)$%OU(_osuw~_?POvnd5dY`bFyE>T z8bsu7Pg(cpyOA`@5&lg~Yd^ua-ylwVd5PHkKMO8GfylZtH8Z1A#<>^kcg_+ee6Gd) zenp7e@rSI_?{OKjrkLN^)@6>(&Sxjm{G|$Gi7$(3hwXo6bhkwxuA*!IY^->k9K8$q^!a;!KE1>VDQ~%c z^UM=1d&eOs28W&-zV@p~?Fu7!mU#ft-3C#61$|bu$hC#qx~!&VVy&b1<$7?c;BiBa zA@94fF3Y=v!#L&qn{QjPJ^e||6|8|$2J6%$2 zsCL$1u^dv5K%eZ|d=ov(tIE0dE%xdGSkg7`F9cV-Z;re+78~Yq`D_BQRxxQ$SG|U zf7gVkF|k7~Y%^Ad!a@3{PysYR*OzgLBm`x#7yfJZ?iNNx{G+~gr?HGV(cHxQ_eXP` z?~RB%z+%Nm8Ny0tQqTJ)p7|ilsA02=2ht8gsHHq@ye2Mj=_#5#wS#|(XDq4yU2`hz5GG(}OE8BGn99DE+o3;bl z`|S6m@&(#vV4}4OdYw(S*f5YF+t2e{a-lnZ80?&UOZNT(#|@j;OPk2To{Vj-0%eZSIc(s%Rttzi}9KUmKFsxgm=FSM0rGS=0~rk zj2jYTN4#<05W~nQ48)J!mmKI9?B3N{R(C7@{xVqlMienVqZ94*SDN!`8eW=fE!W{UpZ^ zUHzkdRJNtt_<|4} z-dQ(JE04TI0zytAd0kzJnF1v<#u0x8ejVv6thu%XcM4J4DZkx#EC(+uUk|ZLWM&R{ zK2c{T)6h1JN@b`|)t(WyEK$N;avneHLF5ifw$!2n`Y-L&9iglYV=S6wHA||mkuwbF zP-u?(3h2MV)b#aj=N0Vxa_TYd_Uu0|ZXzP%29rC6Tul{-m^Iw_9g{o&pi#RE0iB2V zn107}&TF(Sp8>o0mO;EmckS7RB-^JfD!clMTB)=xoM*DH@|Q<$nI!G4Jyc{RahQ3r zYVI~#FIK8^&M6x6OwYE5y^^HG_Tszc>?HC>JkGC-7AcQk@_Ff*(A$!ToOm^SAg8xmxc%fnV+5K-mFf{q4EhP>=sSY~cv$7?A{ zzHIO!=dYY$D>FM9*dl6;aYyS_8l>&l080=raiOt_p5EcSMe)jHjwEXeudU8h=zRnU z_cfgh29*UQih|QZ(9e!*FXQLe>X9lv)v721{AeTiF$`7Srg`ztmeE-RUu$A1D!NN= zRODrH^e0v3g`=7+BO()zqP6O?({7x_&Y4(J`Wi~(&xw7XIee}LHI}t~7$z}-KJTXY z@M7;`x@8n(M~>V&X8;`=6J0Y~^-2=KmT&mtlK>^~Iuc9XjC3Ng7 zn@Acy%OG^lZ9K<0P9%Ez`qXdEzn!(DshC?9Y{eWl6cB5c-&QmU{)0mHEag>(CAh&) zDH7B)v((^V^8V*kSmuEQsooFMPvVczzxtxhtE=@M*xBmmwfBLQHNsBJd#dn$;jPlN zr`^vrE5Sf2J@x3>I-~KslQiM z{vFE4%uIdkdIs!zTP)Htg@nr?>}S7UNs)an{W7tI0;)NwxyXGriP=3tJqL%P!JVnr zlDLP$hv+6$BYu%1z~M5ONT!*K;zo>6My|k}>ZMkCjg&o3NyY(6@Jxs7w8uf}(Ami$ zXX(?|@cu6u7jE*FH@=Igg@0g?e#jVvNhh8=f~sUZmJ`pMX7$~)&z~&CGIoSW+36yT zG#KE?H9gdX7XLPoMg`8=WQ`_$tZdj6A%bmQ5i$s>8VRJe`=z?|Det|{QeDSM1Vzq< zxbFrQoJNIj0vnNDPutbYD}5|jLwm4D>~M9tfE7LFZYhT0Z1S3_!qoD2R>H=(<-;>5|e+;YId6LYeoyU(0C~iZ8M!W)GYnU46 zxd!UYl9uIKoi zYJ5#l>m<&TgJx)=@X}sOSv zqVF=T9+V+%;r{!mew9K+wpZcxbgwtTYnTBw0ylK~?$2<3-NGV@k^wxcHy;bW>=fMb z+l&2!&^aoPZEgQa1f6gH$^C`dK{s;m0z}YUEA&?KrV15RbI*bH)iB%xn>)TDVR?px zRL}es8<;BqL6}4ZvQFQ$DYTR3gn5Lal9wTggX#?bF!a3d_oV5X;?Xg9y45Fo?;tUp0B0O`?Hh>h zWkj;qB#zvjnUa?qWd$7utX-rp$m;63CC+!V&+-$=L5b~&uT+IGP{P( zIcb)31H8kKv|PuHS2=NC1&<`g4*XJg+n%SZX=_`eAuX*?m9<@4IUQE^>C9o}dw#s5 z>XWZY6^o`zrnmbpaJ`!onRpI5*y!ymTRmOxW@C#Yd*3pS&E@Ry>X5zpkc%6*@I-=) zs77#u{w<)P*poJ52*B2LtplzvT3|hzarQ609rm8I8p^28f1|L$TIEvJTt3M-_h zt7K>r4&xu&ynB0|+g2j5$0+~7oCw5L5!GsAQaxW+(yb5()=j9YF7Z)Ior8>JbVmE! zZWhKilu{*}!uQ(mj^4{Cp0tUTqFSNdUeC6l^2NkziDMO!e^z0g`94yUT%7RRHK+EB)h!Q zmhWW5aBI1;ae0g^mZs!>XZ&n`xM>esJt0f)-vt1%lZsz zle8C5(+^PxlYiPj+#ET1MEUsMo*Q^yIPs$-bH;OIQXiQq@(({^$FqNX)tq#$G*mt$q%yV_e zA8O%Ae@s}*@V4{M#PV}z@T=K7U2+=LM!{INY>0=mER2dic$WW^dsnabaW8LXzb(-g zsmU#OTwx(FQ&pOwwx&kwv%28W%8aq$*)DO0-#j2A5%PAri61b)k%k@W2X(YqpU z#_dMUHUqRmEO9uFe!lm4^_SWj*#;>%-kHUZ_On+1}@ou%SUvs*3-MPzhp z3$g%Sp54ywL06ZV=!?MNRmt7{q{~NWk0p4BwM@#0}g<8Eeb*nfZaVBEKtd=tD8xo`b8YxFx(}4 zCAeRh^Dz+d1@_f`NqGtY?H@_RJ}%~6o;~M8v1w0$u_FvVKX;YS@mt}0O9FG=$vQZc z@dbJc+rJ+%s-CA3KtOZ7VlF3~Uv+EL=r$uu8J=JDAvvCwN!>GH8A9&EvRUJqIlfB3Gq$1Eq!_y_Y69qwn;vC#3dIA5|0)$os=6>~Gt zrDf_Rj8Nt2NnjcADj2|)wTe+^mk34BO#7~9sm$X*^Zf`EYDbc(VzNDyOjyvQG{E5j zWn^KgZYln@sZHl$RhsgH6qI_fsQ5-Vkp%4`b;?e!y_Ib?rSRO81fI?I_)(vE;iFdN zA3+Zc3^$IK%FoKfSgeR3i8|X5S5*FOpGygkou<>Eh8vA8(cIA$gUJx@x@@00|3(GD zPc1ZR>Wcd*|EROQ34@_&NEZ)cC^AJ2^3}m?v74O!O49o zWrbMOk72SSLq4Ee*eTpOvEbH?7HIw0u{v)ffkEpX5RK}5aS(*kS#zL7%kPLN_pN*T z8ZYMYI^O@}WcO0O(u{-henE!6t%y?-Py&2zCX{*Vcb)(W7R?Q2jbuBA4I%%Qmy_TM*Dyf}4E z%)7mz$<)>}6mpLL0|6InOL-ScUWFoD1P4|8c{}Pr0LTN*Z^2@vgn(XVcYFij8oE1# zr@})M55BFW{v%Q_r3Oh=+;D;xInUEnELRLBlLC3v;vKONJ=k$M0W0WP8}io6R5#ch zKbLi;HuQrQMdD6B(`3-u=NdH+(} zQZPj2CJVw#<@&-|OZU0w99UiZ-_9`9o@#7@qAEhc$swy+{yd$0Z1;sCWG*}z4jbJt zPYF}4qX3Gsb;K~gDq^^OLqu&35m@z}dMpePefouEgyVd#dG%BAf5gv!eQeDT+*DaH zHa=}jlIU%F#a?YzP^Woa&v*CcY^71s)NcJt%1wLzg5Uas$WRF(jNU++z;lsI+)V%wIM2zYo0BFThZ;5}8uNALyv@X`ax0bbvJ7%i;|I6>Uq{4;aI? zCLU-;zRTP4hvwq64$WAg`jfJ#I5CWT{*8n;{r}Ul-AiTSt)A!Cv9od_m-e7M)JgJO zV1Qap`hA)H$frByWdObISIXP+f}r)cyzy3-*|(CJMQmX8;fiF@9BELYo;W z|8ww5iDh#clL7(v8BPlci&Wbvm-iaH1@0Gm;)KK8OA^59H11GeT7yCYka|!&IK%vw zLe`b7x@BDTb(`mxW{m6HoKy7E_49Grf2TBy=a)7w)|haZGDM~Gy9RdCn^rzw=6B8c zzTO{OIx54h_%xFG4FYW(&igVxsbS>&<9Kr)5lC_Ee_PvQ;V@M*c%$_+;TzxQE2-tI zM_99R`?wV{<9Z_)9q6>t$o!7(Prp?{^#V$tOCeV@2bwTN5d@08L7N@rkqXSOYv_+) zW8%dd2va2Kx|KcG>q^nRtV9$ks|G_wj$2y3HUWGLk;#}LDYQgqVJQ3$mbsinwf5vf zMxvj;ns9mgFtt2na%IdcY=A8=NzJU(^WQ!=1Wpa}T|GZmBF?e#t=vQRQL+d|sLKtn zA*v7`Ld4J|obSshX?Rd#XL;^a%sfO*TRc4F_;6^xn=UU|Q?hASL4!>S5Uwa#SzP_B zAjE^@+Ps8hHo?k?mzh1Mw^1l(yE7lFvBgnU!=S#0Oc2WTtsGNdE~yY^vVYYW5@9d| z`4hyiHD`+}Y{B>QEsRz_+24yEfh_;k22(c53yA>mNjbd z0b5*4WtpouJi#&lNr;I~K{5aOJ;hSX@(YvZK*m}Kemrui`X?2^3byaZ(YjW; zWlR5l_78ecU>@?!`M`)qWa{lww>5Rh<#LMRcG(}@AvqJP;h#Cdx{Lf(m5N^5Ptr^P zMVUPHGqQseYnM+5G_xOH1TS*ezPoaMN5(A4mHW5UzxYeFnJ|* z^xjIpF>)KowFLMn6v_hg zHAp7%9>G`Nt6a?SqOvb>*9gOmp6D_*DA#;^U5V!6nwmXekgWE_&#lyk`{2v_nmVf& z642*Yg~ndT2jc&YZnDClI)KP1c@<#skOd-z-u4o?`z$CPL@8DOTK{;k*tXfK!F?Bp zORtq%J0)pPQQV+xyK1)b-ik+aG|57`+e4Z+#)<8-Q-n?7o3<%2qaAtW9hjgX1~p+c zR3F6*X}r0oepR1sUE)c4XJ>Djx~*z0akkla_2_N3^aMgl20h27qLR|Z7i9+(D2y#K zIU^H(_BpxM|GH(743%%J&e=A$L^)yT>&eePDF z>%*mapsK*da3SY*I!wcotk2;U*dcaJirSONbQ4c(qlv4A%3^`cvQ)|ygvc-tej#7q zUCbl}m3*;yxiDt8u;094hpDOFMeMHPkqz2gR%>sWKGYizx~a&I zoQ@m6QMZWMK#`mM7cxxvA_RhN>&}{$;9@kAH#p04VX9j{ZQn1CoAI_TnR+eC%iyOx zKV!~fs`LOQ%L;@EIz#M-hAN$SA=GJ3XglO4yJO$Kd;*H*FKy>u@`6vVua%0nR9<|2 zx7edIi4ske{R6s-9mvKODDGZ6cdrz_J|H7xT4Wi;#2W~OX#tw%(88ycUUK0@8G3Jf zISP3vqbThLr2F*?kZ96@9hp>*nNgMnl&-j(P-(I7cH!Eb`vvZe^$U0POwg(;Izf~E z!Apfv&#)3d^Dfll;kcaOl64uO{!v(nMU%IyaUr?f;3Zs%Z*H0tY4rGUcs;{Q$t2eTq61#t+ zC{%IsW6oI8c=PzI9WF-QTCfaiZyfCavu zW`e2i^{Yq^jp|oXz1PajF?%q=+mIhP56klw7T-1FNWq0l0%pcoVCZs%-7>-aCsm^v zp~k@~*CTawO|@eBIIZHO7UlQEz!K*aOuQiG*$?_zJnqDzkWJXoI`BH_fA2~Ry1iHW zrV&~d8<=mb*!;(q!+$vli-R{M{q!|Kq*Z=g%EY>GIO>%9+_gsd{O?tI7GUosk4K!9 z12w6;2$m12iB(i-uwNP}bVQ(6Wr}WfAP#|M_2W|C5f%|nDMB`$$IN||U3fI^&`9xQ ze)pwBFpS)EYm~c^2s|;Lo{b{_a7RipsLnCQFv9>eQ+4_B+ zd=T<5F>yTM76pi0*A25$k!OdT_5wQ6MhFNqyu7kW&6q&ZHbs1kFJD&IxZan~glKOi zI4~^)WH!+SVz4c~9NuSeJ;xOvd&PU<!f4Ux` z{dNAXB`8S17XeFt!s6MHh^>F;-bjATo(-Dzs%yPI#I8H{0`phU!wah8eumzu^SUlelY}=3hctG}EGYTcYF{a|$fmH}N%mXvkz-qv1YkZ)W zi6|Q9ZG>=~4pc&*ufOM>yigHn%Lc?8V<1vJf`>`W6C&U!5S8amb3^>`Nb#AL{`w&* z9&<0g+VTyatQs#EjfLS`VWb|tuTQdrFxnIozcIDSk^(A+edlER-ASmEgSvMTb~nmiOA%khkcJ}o@SUXp>C z94(yy$mIzP*hV*|{g~TSvjKlC{p1+O+Oh4edf%@SQ_BnByHk zme{i|dbi;I-(4xd(KeaudzEwSa*B`wnLpXTK!du{lR>WXcz!OFweOKP;>}IC)e2rv zbyV{9Ej^A43IWEgwU2?^$}k)IOLAWQz!z5#wBy&1A5idhgjk4w^=d*~fa(YJGRpyX z6Q(ril69d^QU32MS#UE;^U;FUQ!CF{6f0_EnvL%;u*QORd52To$ZjY^B)WpX9(KIY z*zfsh+bv7mqW!rR4Aq__D3-0GxkV;qf{}2wdhENdK+|jUHw>wK_k+`YksS_PPrBjb$;q87G zr@eFipYuilFS-OAsETUoou;l%)Omet#n+AqK^52Z+v(3mMQnXbwp`a4q@30KL;&&L z;G|ZYB?GIY3~IwUBn5|K44o#Mng8k{ZP?t`CMZg#|D!-g`QHr}m$>j^IXd%!@$QH_ z#qty_n(oiuhyD0d$%FC-3#M*t$SUS8gcG&{`^TzVL8S2Eqvi`5Y!`hskwamaS+)7A zA|^_GQw<@l_u}b}k;Oaz#Z_N$*LVkt(dZI1Of*^aOaj)ak-i?qdmm5#IB07u?H($O zakc&hG52}(PphDtTGGfP7z~ww_)KLNRS6tK#HyYg{JXOSk$Q~-yi08ojVFCsGErl91mr znUxsDzW;-y|KU9*qF}U`9pR2-KpElK>@(dYMl+V3xJHGm=J;O+`}2@rN43v!ClqG@wuuNgeVA%hE=t!7H zeecR%uY2KHBEs8357^c_9?(-`OPHw(YLVl=LF8}IAm9%xsEKyU=g8ra1cg}iGwMMQ z;Ouh7f5`t|14G~uRAWVzZqoJ?1LEkxRrc|0;HszavWlsWs@7<=_8+*6ER39ZgRee~ zQb`Y(6Wf=b?7p(TCtG;=(HdIHrYrbzSgCRHsE28pVN*U_QHpb}fVfR6k*}U~XR#)i z%7{KO{ycQYrSk=KOYnD3N++XNM7B>qoZGSYym$H3_uhppcPRA_1ALItNTC>OfoE8fYu7&BR}N^DnGm5_T0s}{8mCcksl#E$14rPLgA}X zZ!CU9@(y{LBlr6j1g3%>)S+0eAM;TJt8Wv)Ow6nht#QW~y{Z|Gme{ z@!_ZzGb9?pYq8q?*I*!T4^L#M*8X)0VTeKrBe!9)Ko2IzL`vA5LPP*`eUO`hfz`8O z@{GTzWlE37E4!#m1M8nH=x-nvhv`hY!DZxVR6*Dt@rOv@A4uJ(>AB30=a*bSA_BdT z$`-;uLK}>JX}vk9B%oLI3=%7J+MD`GA7dfj^Y^2kh5Gic$boipOo1IGh1F`)L$uHY z6v=Hd%}^2vs`O^oWVfcXQDPP5ej>dzopPwOp8gVM&S!Zt-Ju&r zHcrAt61HLjB|TAoN39|LCZ@l5od87YQGovaa9HL#Y<`iiSeuZFiphr1*{?W;7n~6k z+h{f?N*Uf(Ijc6h=%RZt{6>~CQpf0-z2-Z{(kmGj-SvCvwN!acZLGCo4^C)B!;?h> z`fdzxB-6yb#EX{>Ly)tTus`E=J5rZfoTns_86778{t(1$eaCNU2qAeahDnHe48Ep6>U@QErq zq#hER`(z1uIx`Sr*@%pXxxvc31w{||dJ|7NwR?@AE1cfFq4;-L;-K+T)P|I@xbJCj zZECBXc7~)y|Jg?f`JgaZXfjWGBQ*6t`h6;g$4yq`+nViB5^7fC^0Hu z05|jC5T-(YLrNQl0iMPB7X$ni)cSzz@@56e+n;5j`lw4kTIx!^$KivA?s?+PSNC6a zyEm`-IZNm^=TTST`jK)lcMXWBZxzJE2I1{!#I@(w4u1`7e%17K2_edWwp=e#{a$D) z5QU`C=Zk_>5LFS{kuCVmpZn5Y^X}_Dd4f(52H#Awf->5Hs;JdijP{NK^uUK~skjQ; z06+=CYbz7(_NjsI;JO4>;bE*EXg#}qibqe)pDuKr#~h3&`e!M`t(O_TFiEp3MRjXp zJ4)YfJi^-6vPfzo^s(&oU2CMYu>9%QCQI!%CG*c=%a%4yyf1{8zO9eKawBtQ1K$R~ZVl;0YhSsz0D9>FJgjt#zmXX>0?1&t3XC&Psc@#9(Xsy@ z-rh1Q&Shx>g$bVE5L|)>2r{@6+}+*X-C^($G`PDv!Cit|aDux#1eZHxpYxsUd;i}> zuf_a$XS%!esp@*G#Uiw|cT{QEk{TE}ZgP;L%2{AN^IkSIhevm>ll0u**%d4z-(|2D z%sv82hbsBS*7No;^Aq$ts8q3LIF|xmm(a2i;jm4PTqN=Ty8G3? zDH_Fa{L|;IKiGO_{Sy~V?ab$Jv$dE-;xwTTe&t`l&{BKHwUmv+w(vNu8(Idg4GLwc zhOxErr`74%dwe_1{%SjVal%bBs_O2mqV>GOhErx=^#<|+yCIy+-DIjB?Se}WaKWsU z$ZF$0)YSu*Tf3oki$`^P7uw|comu~nMNR>^Uc(o2?^QH~J1xow&&^qSdPF1}o-YMY z`VAY{+~|dyY+DovC-2+N+qveA1U=hU=%1)dApRKRgx6O_6P!a!{)0k_1@)LIlIKQK zEX-kk4AqrX{q(Z$BeSd#XL)hk4>R9I)2Ri{L=v{Hbjq-^H)^W0^dG_@uvj*H^;*%iU;6M2ju^n19j6ulW;xP%ppJUMTKc zLkkfje-Zuxl!%;}CVygJTEW2HOlyr26AcDnu5A7NJeUi7*q-x?}`DcLn|AWk=s{HN%IZ&6JkA zT^kAU4|u~vQ5x@MEqsi$C{GR}Et>OL{1TKj{QcDP)?%fx2ER@U)2BX&fbVQKJ__@Dx3#-W)r z&fbj*R<9gIo$Job71q%Fwq0p>q6pe)ON6b7qG$RkR?8>OKgp3A0x;yMX$w)}`v(4nDqJP(f_-Vp3B>&wnvLlkhJF2G|bybCsC>Xx2Ks!E4~6sng; zJa7gtfM@1NU3Gy9&Ryxgd(bdfhJh!?6UO_UKo%qU1PeD%KG?KZ3smnZt!mdXEC9D; zBG|G?3)k1q;+b-H*UmITj^Z-ff7z-0>_(+M?#yl6vUzqR@<1?ApCmM8r^g#2h_Wku z+9mxF@nj*+`nc{e|4$RbPFXmiIsGd|8YR_#){g>UM9GpL=#}I0g+&ijkeWAdSu3LQ z55D^e*XTNRjoswFnnM6z;x?tG3rBNKKg)J4!tJ_&J)CZ2%fA()>N$_~6(c?&(6y#mpYDLKfXz*Ew=|kk%8Fj;~R(Vb-$-O-I*yeUKAomA-I_&1uA>k zd@A~aJzKlU9%bW+*Xnw9MlJh5TiqT>8etG5( zzz`?pCw1V{sjrXH7myj@z&T%_;RAl=g1PdrzYP1G6n#_F?g*VslYcD~f_`9D^3u?q z+v7OjU^8Wy#QjN>SGV5i&_q$!>GlU3WvAO?( zs@hy?Fi&lQ?PE_@JPK);P8DXLl^{*E$srE$r)kjep%}88BcEkybA7bf_9&HI>Mm2; zKk{61={^<+;cpZYESjdZQv_QCSB{fIkdH0Kqql)UQ6|b4T%xx>2^%7?Y(8H&uq=h& z1S^Inl^;8A=Kjgd^4F6xu(yp`*`^;*{zD=6sLoGG{O<0;Zrowj;wRg(fzME+G4n?^l8Jntwt!OymrqON{jIwpv)hLHgUGmY}G+8mR5Rh?Fk+V<+_O+;o!ZW8RlBIu?u z*XPZT`2Xzux_7>AlXwO?->bMVMOpiK8Gv=Xd#2R=0CpIqgl~dAf%@O_Vg>ADdEnjw z1644*nm%fe*R|l^{O0dqv#{bmoPXYuvh}pyM}Kep0F9`@S;tpX*EUxFPl^TnLIoP0 z@m;p?{~Cb80i1@hMm-_xU|T~|V9$NE@kT0A)m^g6@Lq8Cuf3`TnG1 z(Vjk>7oltM@OQc^lnvn@N4AFz9?Lb|^C~<0!Zx`DfA)1AXx+#3OltNbhw@o9Zb>7C z${w%Zv`}`>6pLheyiS#8^RA6CT~n}k?5oD7&1^=aDL5;xWP)uR^>5j|A{2YBK#5$8q?K9<1lSj3Sl6W?_o(~uG?x6)Asw=DY(bZkfTaj z9820L2POg`P6jKP_`*=xlQ+U%GO7;v%3Enm2w+V)Z|;hyg5R@sVe8Tg1$UF{(LhN> z_0;z-|9m{liIHEZfdt@r(tK6r3~oazk3{ZyADr4K9O5Emg_ZE?=0k)kKW5#(VHO%l z3sn4SXnW?wO&U}MVnCVb8PxjWyPUoKt$24qy}`}LHe9wRW}0Cm0f&tM3ACh*x{l65 zvZR@gow=B`bQ)=8Q`r&$zJ~xDk{B_8U#2l~JT0>MC%j~!g3=IJvA7zUF4jr6`mngE zCLdYvATj#JSZ1dmW-lGdtaRC-QTBZ*+7>XzPe)}$NmFzHp@I`K79Da)eXHSE?&fkv zo}O(B+5ZHMtR!ns#$$acB{KgFl+lE;J_SSgXHdgP)@Kiz-9c419&O8i(0BxOFE5gt zF?>5X|AGKa+isMn`cgw8lj~I-dM78gZv2y8h4ZHEFtOqQF$Wge8Mlt)!jn1~U#hQiA&x1F}KV76|9d{BJ63 za{LbYs*pFx_-g0Wb^igZH8`){xye z7{EU9I5aY7@-3tRhKosNtvGTFevd0+bf?A~{YbM-v;n_wSdWr4(X+AOXcUT4OPZ+c z4D__kBJYwAJK)Y0_+AHNbfAFg1P;09>-7^DnqPkmq}!*@ZK#5j;YF4ub6gMVm8RDh z@Mh9->?5&&TK;aInvc3}-00|be)7SPGxJc*8Gr9)N6Hc>H;{1-xl6b#b?+${@QFUh z1W|i~a}fF1c~*7zl}R8g5xtu^vQ*3B|HD%Q0#G^925HLq)x#gRTU1AmJ(0TxvOV)> z+Odws^n;~C1iiUa&Oi^V``eq=ZUR-R5lvGsHRdh{%c3_3&+q%UJX~oFEeO!%OdGv* z@C>_c`UkJTIr$=?%RU8o0Hnm9J>1GU+58D&BQ3WnpbFEoXw=X7(6S3Qdk7XFUIfRMqvH+jW^of0n6AAx(~ zZprhGlap~+2qy#c9M0>l2Axg?h2)yXH8b|~qbG)8`dHa@(cVkh1usv)d^fC4;bD`> z$^=!$YAVyQ2;5ZB-R4TpkJSXM^1uQVL>G@3qJ=|c+n_)122?jtHK3mPyxDb0o#Fg1 zlKS|WxcSTQ@-N%S9Qm`Z1^u1RW}n?~hFSqOOuL_@(=s^sybZiHThvz})Bv^zd@H((|KMj2`PF^F7@g zqvf&wavbzy4xA%L>%?8>a4@rEL?eRDtR4Ej(KK0eVssbq%AXPbMD0dz0p97prjq4K z$RDD~;r3v^krQNFfE(%v6CZKRoNE3uWhg$^Xv*&gy`_v|>7@$@eds0yl`r$>#>VPz zuFF|9+|CEeo3smtuGKH=B{nyNSdO1F)Vp5)m~e^X6}{PNC8Sxl%rP^;hs++N)Vi}{ zxzm`>5zDV0<;BGRA+(sA=MH2l;lG$x|M0Wzt0&2Ev$eVL5Z8poWJGemLM5v8; zdRztA@&`X~gE`DKI*iiDyp~KDY8H2KM=$}6;$wcwe?0B|0o=0!obWm3VZOZ=e`9cl zO&x+S(y1XF#yT{_l*5 zk|o~(#=C7HM*ziyO-{7m3JKw|LX=l{vZ|u7Ib9=<8T*uScd1}(Py3Jb!-gcw>$Icr zNlzK+kN^gKZ{&IaRqK3d4L1!K(gc0!@v>?-n?y*0du;!H!~7jpgCdU_dm(%~>|#ZF zkv2EOW#yU?-FV&@(dm)q{^Ttag*&gHR15vl=V`*}`0b7MdSdzm-i#`&x4 zCX*JDezidercb;J17?Hy{yheqMDp_Un`>Esol(I=e?3Wo>QtD16y#T!e>`-oQ-jNU z1A1V!zQN$HqQ&Lnw)Ags@&8U2)m@Y~HLy06pz>W$$Tu5iN=__#AR%<3>iFk$jb{j7 zglano^VDn+WpCdZ4g!1(x10eg$=nJ5?$iaw{RUov_#vgN(ThZ|BN`XM14oo$bx zPoGzpzj|a4=C|pX!yvRE`(ss>3+%g9z?Mh?Z<-J{g&rvkq^&ZX;MH1(&LutD4k{R4 z-#KQ!zLu0F*OmQke=+~jn2>m_4j~zKR0SQ3&&3!4%vLwMb*Zsq@!fvDUBWrBjU>_! zD8gdXAoT+vuQE7Lo zbi)cn(5dY-^c;YZYVN3ZidV<%B@E=sG}S-c&`FH`L10=`VIFt6+j$mc$wnT?hsenr zW=%iW_I=XvFz7oE7zU~9lsV3BgU{mCpVG@vzAVz+wmzCebg7qs9nUfDNSoOSOR{O1 z=Lzs>QpdH;8Jq#~=dbEO)b3Ey{vD1EY26iyP9;1n3$=$JO9pj;19|d=?(MZ`7EhPB z(+j?bfI_@)ZQEk?!IuK{SosEPCD*{54kBVsq9}0tA2=2+>>iGG9BxU z5v?{)wYHc3!dKUP(~~h1e8S#V1TB!x@`>ko<2p=;iojT?hg^gGP!fdskQRFwtN*e# z5W|x3v}?1tFw1JyVa^)Ge^xX6o4avyVXoMxLh-lf_rreD<*5^Y#v$Cqw=xE|;1f>M zX~^-XpDU1f*>D2HlBjSNN9p-IvCS6dF7ceS@ro&^N#28kn?n*3Y*k4iHfnkzGgoZw z2?x|(&!fgBqWH7l6}2laz`d!6Z&24@-H_cHu^~MXW`sX0;!`njwKR{g7JZ%C)^CmF z!~2LUmnRxvU-eNQDfb)RdUGrQp+T-IGIJy*1KmU^4#%T?{)_7-XB_J2p#bpCloPQn zAY3TbqKo{Dy#~I~5zyXds8h-3b~#SpFYR$d&gYF&+EV}MfNGe&s_AMGbgJjQ{|`}QOn0)8t2q7Ujw6&mu{VO=k) z#@0(r2M2pd*eS+7Z2}ebmgaqkImK-%_-f6Y0oJFU`#K_t;5#MU?Pe|0)P~**Rf{`q z+ObyKeUz*t?ZhH0W31NJCXWBaN znuQqJ>jP-@)j=;(%(ZbMlPiO=(Vh5afZDEhIph@s0Uym@je1*M!ONs*Sl8Rp)Qx&&3^M|HA0yfhla{|2v%1I_5ni^9&@F}HSZJkDb2rnUe@ns+!A0t6YrkROA!gRBd}JS!OOwGz??{ho$zP( zdNFYCq@?I3)7>@ElK24D%8$2fzD}2H2EiMZ zDQELd1X{?39hg8uQPoym5$f1q_Db9T8=V{I^DF$xp68j}kA;2+p?9VuTo~-2Qs-iU z|Bon;+Knmw^z-)B&zC;KFCQANgS@IMInxDz_({Z_Dcu<%4 zzXh3pZBC^@A}yClqJ#mwKZU5&P>b!nu3=*U=v+(@9!=f5O_2` zu1R0DB`Nx^O_N0v`(bYJ7S;d@waJp=E_8%Hnr66Dg0xWmP}5g68WiZvOA>7fxIU%l z8a9Qcod3PFX#Or#v*NO77c5fE%lT+;TwLYYWG z;I7WmY8pHvAtDVUDT}mDvk{9Hg(ope!u(6j=>f(mX>}z|^A)+il{PkcputBEZueAN zu)VmRV9@Usf_U$nKC_zr1)hl{$IwWsd0OR1Q?>m*US{-X9zJf4kEG~|Ku(sAo3V;O zUgH-hRSIV!bk2g-Pq%yK|5odP6bKAhJGF?cva%5?!})_CgyjwT3RvtJ&HP1+<=K6- z6vXZANsP+qgrUY-W!0gB1M1@0{r65}4CnwQ{*l1t_()1An|Sh?|Nc_Fn}5M-CB^!EzV$c$MVx7Zv}j@l+__IWPtS41oVH?R))hR`ja` z4#-BCQ~vk)|4scmDYVf4|C7qe6Ym?nuGT?F&%i-}f}(I_HSgrGLa!7rIVEM1Z+U}A zW-V>`Eb%W==t088L7&JMz#89%lt2Ht8n+QPs7{LOA8O_EQAN_*v>`;#0+2)zA;pRS z^a1H@0S+}Sx||;O`QKf|#;%bEo4WM(3Gm}V>+(4GI844hhMPbjtNyb{Kc$hEfj}Qc z*~SNa%Ba67h>!^phkAaIq!gDZX)N5N)O)P!+$vyEy0KGP(X4=LNt0h(uaPi2H&D}u zYi?ZU2x}?tHAx;pJ_}mYS;W!ov@0YH}6SM4;6$P2M}-YKP^7L%UW7g51IfPFiHa zD<{g@-cDYojPZB-Q(wP4K;4Y0dwyCYT~GA<+YED%M|1yXxf{qN`pRXnKua-%OFwUL zPg~Df&RUf|XD5ZqRBHX06n+7&{LE`+P82ntmFpy;__0Y}BTQV(*I{0#Bo;NGCW>DqLy{yu6%d z9qJN`{MHf?gLCRqIXI6k-oN}X1pJ6U1jhSVLsB3kkZhAQ0LaTtycy6Y!U#e((Cv6} zzicRP6JGHdWp$sz)Xd8+aCq-(fP#jS4e-zRgL?m^Gkc1sfbj*~O)9(`CNcctfV0>} zgD(E}sL1--n4{#s%xn{dAL{q*_?ex`n(SXuga}_Io^5b=T}3FAK7x>qeIEiux8L%u z=*OWD`5X(^R5*V*&Ez7BMuem$uE`eSBa0RURBfMaXYzjR@OsW7qA8G5Vylyw`KCf} z%>Ra;7yA{X{@XHS%T!8| zO(>@LKivmyQ1~GmVbaV>S}$tgaLkblYWF)2^<_P7GzB=UUWRND%-O`sw(nD$mz2`k zpo}c1f$ayQX<)b?Q~@Q#0}^({EEl^0x8S+lT(b%_p4o`0hsV|5NF^E>>a45GW6)_gQ%i4m{KN4yZ6|AcSI2n{6d=&O6E~?Cj>o*sB!~IfL z#@qJAmYS5x7MopVaxnp(4F3inYG#1j==Z9r#-tXc23ea`X;aA7nGa(D7jM%|9t%%f z)-ayd}*)r^79Va8BHwiYm6TX@%PG+V*Vcw zqWPmCc#A&Q2Zg^?$2y5w7TtdGz3~RoN{NE)i4uR{m$M`&2mUp@W~~Xz=Q|tFa!8F@ z6LZ-L1!5_yq*R3Tz8_fj@w9$mC`krKl}%^G1?0`n9%-a#BUQ`q&(>@e36mdN(F9F^MqML^y*mr`K8V%_~Az~Wb z;(y7vTsYL(IwG(t_1ifSa;u(^(ZG-sStlwA?HjV_Hvls^zTfnGiT&4VhOsQeDyhnJ z4k#@D_E{i*5{N|SCM8@%uom#E$j&JZ^{E9X}OSpVIvV85Hkt76wqjc2_ARy-E_=R2*PnO zYbHqWjpkGg02QkEOd(s?Ch&h%L z?-m60zgA8~4Tz5UK-1Hu#-$RTOC$X{)sCZSg(E+NC7$nkKbMpgLruU36Q{q8BKUJL z6fq4~Pn_=UAQFgHTGa!}EU@M(gTpcH4Zzd`b|&T2n=?cjO453^aw#rA4F~#le`Ih< zs&Rt_2?syE&|Xte2=`GI8VR|2giwy?R*%zwTB}`T?16UrU~S5& z%D_@grG$Fk;6j#geW{A;9m>!4emlo97Q5SR6b%-~Mj!9o#|g`0yP01*mQG#@gd9sW zt{qFC#?$fBteM>jPS`4~;x+483-it`Wz)W$@~*}^WKd3`-=;3k4%Rd)8ISd!&eK1% z1W&OTiPZSG9L?ElSIZ76W!k-8S73ACOS(t{0A5(MDI9*phE?*WN{0cbU z2X_YN&s-!nl*QHrH4&T&{6}rf;rSDSrIt%;ekYzRB+nAjV_<;=F6_`9$aX2V_H&=G zY15udsI0;|{l^eToI9aClLc6F-ASt2%E511EAq)!Gim%sdIusQjLZk7?UI7+t8yt@ z{H~OLLfyhB|BQy7AE%Ea5 zS?NAGW7gCbbW`a)h*0FYx@nCe%I;lcyt%kK_rW2Y6LEm4sNo1y5v-=XgEUcf75 zjuhu8-#_`;5nvj!y)M|sIcW$JW3v9+BHia3-OB@K$aW*OYmQcaB;Bu?G7Z*-={?=L zvMDFzNa-O+?F@&Gg5Q461Sf>atZl>bo6wwy6i0+yOO(0jtlzO}X9ptiQscz)nGc7^ z+lJhAccWW#_C2!=`8|Ruy1SSN*_7hnZY;HyiPT#VYB&{3=Q$@*m$+mSPS-{my&M1f zYDgF|p@=mF`}(LtD_37yANL<@(#97VPlPG>p?{F@L9Fn;z+WLo3@ppG8K7xQO=i5n zn;^W>xRcbb)|5;E5|sETb+Qp(cdXjONG?_JZ*m0^;LVS-A@&4 zY(y(|>V99qveio(I@b&|D95APE*W$HR~jn&f8gLi%D&2CCjg~L zeU|R2UpFR`w@vodZ{=kN4=>R}Tnje|yJYgeCpT~X2)_jjYRO!nBsE00$Zrs^=BwQj z%}M%4!-M&qg{5@rDn3kNwa*qhCN|6s>K;0z|Dqz&!f%}Gzv_LCy4vQ5Z7~xrf4t;k z8(yR{OIEq_bJIAa*+!o$j~j2T_a38hU24ph=Y4;^aXR^6E9)}QR!N4(-*Xg?tW&S` z{QL=zBp#WrY|&;i2KD9YTH0Z;-o%yq@Dm1(u1|k~*tQ_UH_p2A^L|@3Qld6$w%@{w*9cgSLJxH zO8$Zh#Jcu=5%nWS#)5EwrJR*VsJNUAq0E?o+DLtLy9nm@1}s=tUgdCIzOEzi*w z$MN}YY7|QuwgQ22Yh*e`mAXXbSDjZu;~nm8Wz*)+OwLJ>XT^uAqs&RCF9PWoXQFZj zdDW|zZM$6Ce3{2rPc7-I@cj~lN>$_qc^0_S&2|}cJ4?mr4&fqEsgHSQ}Zbs zkEmwuiG4vEN@}nje}?A8@A9OxiRq8J8kA&`vSrV3>Sv(4xAE4|^|&$$OC)F6zR+po z`{P(J&>#mE1WjeJf8hadcj9YXRK&*V7i$$DV?KSnrx6G6tu)PTwX`}kEiFzF!Q?$og&4Ldi}%} zED_ejmI@n<>WR=1HI@)jJc65?_iN#}>iDxUFa`zmdSt?J0f-^VRKzJWW;-v_`($!M zLQSy9X|eQ0JV8`9=a#A>kzSn+Bdf~fW8M$rgQ2*itsc?=)#j)wOZ*?MPzh$vLR^W$ z!g!CH&@G_Q6+dTi&)S9?cdPXM=JX~T($1;p%)vi$o&J$~=_L~p@|;OP5NueEOWHe) z5uPB%#z{u)lkq3}dq)hRjt9K?apw29HK@9!*r3Zq)S#dCRSN8Ag?%7ey?xLdUxEZF zKr_uEjQ3{EjasrQ-E4u5I%-+!fhEKH-dGCfRI?4cNI|#-hL6bmE#TmImMbfSE%x3Wv0d ztl8@KGV{rjG@h(666>+!ZsvSoTZ&#&8OyvCeO<5UBJp8Nf3A_}nA1|_n;#-H6@foe zA2*})hLWyHZYJG3mG^go+x8~J>o2{E0T)5Rh|M0tB?gohVTf@E`&M#JdzVj7nPmMP zvWTW9986@s1&ZKXrNDMpuNt0zhfogshxa%UIGa^X)W^Ndr!0|Fh{vdbM#T&e9ZQQf z)ONwPH+~vH48zp$N!9^-? zzH{-Pp3m3O#fM-;;pr>nD|8~rV3vW(*m@rascsMnB2ZZfw(!Q&CdfZhJ`uZp@D(Uz z(z_SypysWyXCQ1M-^eG>KUa8Z@{G#URwuPcmcpVd^0M2XFU@81d9SbfCKsV%##rjR zv+vE?IobA`ZvEd;r$Y0EoponLZ__mMSy}xN$kH5a7KrNHqG1`9}{ z?(}R`w{1vDJQUa*Iuf=2mOdf&hwjhy#pmW7Y7W`NyjB5Kt40fFgS){jz9rJVNolMu zB|lgv1fe)Q+|;;^+g|yuYq^_H9Bb5VTh?8MppB?g4qDQ#4+Pnv3scxbUIK+Vd5&Da zp`WF9^T$+IlJf0E!+qQy#cI*kLg@-q#(IZ`jcB8>sEBixeswVtG{v+IiT)%?kaL#w zh8cIv{DWV67i|`EGUlQfR`PIJX4N<+V!Z3{M8A9TUye_1|@%KT!Qb-T8 zI}hXR3iY!dE}dGygbRLq+E9u*KsA>=h34-L_uwut#YTiQMOJU=lf@vmJDHD@OP%HQ z#bICNX28YyiW_dkkBA}7B{oZF^-F&Q&; zacx;YI%kc2N&?3D1~HwN^>?ys+nX-p^$0A%f`4+ucS38rncM{CEyPJ+8=$fNy;Ap6 zk_W0w5-!A>FTOeT1l@EMDIrl>zo^-))kzpO*cC%iVLmr-MgVdoI|k?z9+oXt2c}k6 zu{i3W%q7??-V7V*xum@HKMX9oi(2sJI<%$EFY*=78 zvvISXrr3Z%+bn;A0&-B;fk&>N+b_*8bcyy%6}^6{LdeLnMZDrB4woj}xweG}|kUMkWmipW1Ea_4s|a1U!c>?mm7&uhF4}fTEsODv3`$+eC3KgUWt zsr(aG`{-qCO`PJeS)|y)CcE^)^FED2)FV;uq~d1I@^96 z+?-HEJY(so<2|p#he3P+0|TJXdZxlLKxL}&Vf*{V+zmm55gs9=eKVg&UXK+fehgcB z?;!HNQ&?Zc<<};80Yoa9FJBX0>W~TV!7KOon5nISQ0m` z=P-bdIBok`9L!{D5>GH3Z?b8UV>E!F+q}E{UXE2b2$?!Jr{WU-71PsVfU=If!AaKy zmIYLB7X{xHQ=iw|QHK|fCkSnC4~OAn2&T?Re8GPY9`}c)i{I1HFAIK2+_an(!Bh3R zva6(1cW3V15t`nE{DGH23$Ym@kAx8V)=4-*yD%h&ZWxwM+a_GM`D-qxFk~=pM`bCC z(5ImN$EHt5IFB>*QTsz^-jgdz1?1c{I#btMPO>Vd=O4MyawBd+rE<0~Wm09RKrww#E)Quwp|V z9+~0OWTt)SUkGAL;{&AmGx}QLI6|WD9ewX<`*}O@=Q#EQnxFp~7{MgFNI;9gLLq*x zXAx>}MLxiKsZxOCwpl`X>MkL@i`8mIMLC1gM3=YORA^Z;J;P172~^N?;-+T#oayq? zGVY4I{U);gZX|gipSzl*ufI||8I65e^4@weCBFiw;dH;rRu)s);aj?NhqpVdx>79; zu6}lLe<2^%zr8-xtJdzQ>~@3|I@^QVA*Cktj07>1*UD$mP1q_<5-tU^n` z*fJqQu>%YUvw%b0ls}jGtbp=6EIvV*q&u&N2T5?P)(?|$l}AZvAaj_iV?X-y%EjqC z`r&Q!?-4POUG%@JPEoe$EGuIlt~GO8Pwq8XHg37*YMXlUtntB(ewRA;@{+slv*~tm zTq<=|sWRL3G^%r7@je5D;R_p8;!4_ATY|Y4yGM3&z!R-(qeQi-W5(I4CApXf^ zw)-Yg9#S43Ij#vz6fu%BUssobOUl?!Ur%Q$udrEAx6dZSI;;pp7_VU3?@#%-XkFW^ zFd^ja_3}gtCUD^bCXlOM7&Kvfd*_%}eO;y&;;2;iu3}wvr@Zdw_pPZ(oR7$14 zthRG{K!p;4P9DYLS$Q%h#@6ocRzj+OQbt}6&RF7-*g`+xRZ3r$k-j-2`(s!bASnZG zkVF>i)YrDoTsX+0pD%@xY`crZvVOu{Auk$lrd`+loE*P;4Kw*U0XIkc38%c7_awfF zbmhr|I)cr&Ib()#Li0}#iiM^GFG&lfw@dVq2NKv5k{-dQ@h7*a=_cp?6?>@LE53sc z>LpXCX+6xrmD~x<0>Lf3%kL5VY>SS+^g8G+PoSFL7*tR8Jp74hrQq0cy!4U~LX+)i zpgO>3aIfiRthCOoLO-gn`I&reYhN}HUxRo(B&ez|r~>Ur!yh%Vq3>A{pLd=OEl7#0 zfg%Nq#|PMPl{^!u``f=!b?5X$);Ia)>63r zq+j!1Oq2}V0f{=Tay`u5fi~5TWIA4=zmZ{JWe;k?>5FUD3OO&%cqSKIKf3B!HF|zqo>biT6 z2`q*fgB^|&dtu^abL2DQ-Bmj5=;e>Al!DM&qUn9cRk=6m4BdBx>A`3&RGLi6oq?Nc zjIUBS630LC04E0hLuzol<3$O5>Mqlyph^fn?WH=iysWr{7j*P;L|+-d%?az;zQpyi z)8epq#ZjzVCtQ+9n_0QY0FD>HIa5u5^vpIu6V@_?IwD5EOTK^Zs!Bnh4#y7#;E9Uo z^lLQUA|zWj9;wiy->IaxC{0DUpY~XKj9eV2#~?qZycxr+RK7|{EFRaMn~T||AUN%a zfaL*)RBh`kIFsz)V_B|Fo-e67%s$OS%fKt~4>%OjYupXL%5)Q+ZD1Wl=Dl1=qdXmH zLT&mjOUQPP6!ETd;b}(Gly8@Ax0vPxZmRVBE7$4>0lX0zLr%izIy-=bltPCLoNPA$ zV1Kf=ar+sbkyL55vH4{0ZQrl^ft^aIDsM-Ct~6N^eDOkX-(dR|xw0b;-{zm3r536k zurYSf5tDvX-3u^ic=w)t3mUXuZ66z115}A=bt9I7dL{9H2LB+qU*q>Tzrl4b z?V@81r5m0FBl1Xa;Z04AI-7|BRR5&b|9YMksx`_lck>sH$QXsh{U9ECFhcE9^2|11UH> zU3lkx!+oet`q$Wh{yAOTX8=q}1L`>LGQpAMZ@1+NtY zxD4Fd%}^9?{C$(5G&&}QyVJlpmX;WlF8Z*Y;QOo2&vmQ(HK+y;;tn_{q}WemjUjjcnS3R-og*&RL>ep#VU)Z&n$u@W%co65vEcGFt9S4kZH) zvw-?llQGQSC-h>(zVLFaP`1@SXsVLvNdU?l1Oi(qOP07#rP7(1+O_>o2FV!tG|+VDm>cql8m_ZIJy zZ2t8u6#^h`^y>!WeexPLHZQ_Sv>!PGIS3WS9oAT(ggSUcx79#xV>?#?6)#rJN^5Ai zk6eW{`ysa3r5{}E@J-lQvANQ>c_!$om4&DEaiZO1g-4qr^bghk(9S=nD0W4uXo@@~ zLdmp2k#V`tX!0?B_=i%El#I&2t&vtA1+}qNtA-B6eXyN?KpqNIDluQBZZNzEReQb+ziY2%K3dlI*6!AEK3 zU43z7x4guBYYSSxbvC$mBj;x(@szF;REmYn@Ik((k@1wz$GI3p^w>HDJW)}!sSeJM zU*iq+0$ivUN}u(o371SuUZW$Sc0DWu9{$ESNP_sxOO<-DMrD z{=TU6al&FM#kHeAU|YK+DXR&*K7*5YID#>#cHR^ zsf)wak}t8#f{U>{7>|%CwXhS#Z@V&mGu8*AwnKi0 z9K$ZkI-wl^yaf&T>@uE2(MYd}j`%LJU;G};CgllZ9V#PLirG0>eicoz^pUk+MVFbc zpr&VZNahLLrhtb@xzz71Ss^^ zm3;KYNPNVki47~305i*JMWUGYG%@%f#8`4s@#138GB4LPVD`S(buVQv?6oqk_f9Lh z6hJJe=`KU3@sve7@exbe-U*_PVn*a_ibq#}ZM!!;L~HMq%lA4D5q+s24lbAt%FAS{ z{~~~MgF|uL-RzFE`-Gw~dz)c~LffsT62d z=kqvej(aZO*jl zebp0#G3c1`0r@&p1CxqR&gWtX0=KW~5&LWJm7rRDjQEFC0TFB6n*Q4C#}6Pa^fkCp zEp%fqvS<*5N`0f8C{LM!Co)TXJX)0UhV-B+A+edPk^3N&C$}!e4^ZjRi%&+_UUE|Zyuu7 z9{MgtXXUGwFq;{N<;*Pfp*#t6FPXRsHUR^tyFJsGsGy7aB(3^u9fIF>8oSFgMRtld z?aG_vokJWhTLHtsv99&9c3`sicT)@m6|+9^U`oD(Od;ab$PdDAEThpy|`rx0tb zvJ1v}othV;7aUsTBfi#@98A)R+z$rI+ZM!6(UFq`-%KNy@@P!mU?vEtY{c~vpxB`e z6V|Z9p-coIhC)i&9);qO(=GP;!9fcLoU0dmaQ$*d1HJNmKMhpcg97*_bjP84$L{=y zs8`K^b?%+Pn#P|clGA%wZ{JxU>AIdufR96DKht~ZdJcGkeL$Y`O*pJMjaE;bO=kqs z8mV)l4M4w^8$b*9eFosb=`BEu@G>jih#S_W;9u(mpGg>jQE!z<{91Y-3WO<=Gl6Mi zR_DkWSn>=@f?j&=bE)Qik}f*0r&Qiv6Agi$3Uw*{rz+=t=Q%fge)&>;34MMeF&Ioe zP~k0-;C=A3oUR#LXO4w9V{zK`kx0o?PZ^@+8(F(&IAxBi=-=DPF;1B{}?~;LC7d`hq*KbB4 z7j}+`n+b%yNzGetOdZ6uY*H~!p*DqpFPUlS_hR9 z6{J)>*&P=w*1Xd9UiFVH;~UZN@sr}hO+_1M`SM-vBpkyM zQ$g3J5>nK65WWLzPn~!L4n0th@FEAiK`9EmMRbu;w>D z#!1JEJ4%<9l`InDC0Hd&OVY)$Ag1QG*GyE(!eEvly*j>Et1<8Us;}mG!%ah(Nm~dw zST%G;I-F=pA0cJBUhx4X$Q-Ur=?#xErXc6FKA{irZieK=&W0G7VucbjX4rvB%O27dnP&D1TuJ@s_+jN zRVRO+mZ$PjOIj{?i4}<;6Wqn%v)_D^AHgtuxQr}+kxo#ezr4g>`uyzMdSmI}vgNe! z*sglj6;^dW-H`&##?!@4f}F$X_P&Zqci@&CiwTSi6M zhHayCNuvS+4g!KA-6aE(3P_27v`9!w_Y57<-GX$NbPe6o-6`ELFfg%)=l#C5-~D$l z{>)me#Xa2Dd7XJ2$4L|8^5XK>-oj=>?D7jg8#L}amgME#3v@48XYC@#DtI_wIhnI7 zMEgpDT=8#&4Z_Mgkn*klV-inexO-PxrT5um%KvUe*qzfx&Ea-4RL@y1^&&#Brl$4F zXF(eQu!7f3D)mWw^>aC0&+AIo)$E^X2P}qKJA!g6$mw1>%?o-Qj2*4HA0hR<#mDxh zJCiIyDm)oW_^S15U$~iXX?Gsob8CK@2V=|RAh>#=4Jns^@ZL|D>Rd4%#lAn-;|GSyn9;J65qkFsl7u=P$>J)G0O9qS~)GV)j`ZodM{W zFf>A0FI*1JYW2KMFVK=~^xUbpekMFjCk*PK2@K*1MHNMlJ^>?~L`iJIB~X4D@+bAe zb{AtIS*Vg=5@cPixZEh257|8c3OoW&U|E{=gRyfT-$#$YqP2S>M;- z93#q<;Esd*W+6x2L=Tf1qmZ-u03d?oHO;b%_siTBxq#$ zW`F~fJXaBCt-bQ~;Hf+l%w?k0@`)Eh3HLJ*O!cqJ=EzXV4>p(Ge$tmgD*1UD|Xs|roZ@3 zxbe4rSx1_6Je01pZ{;shr-&nxW|a`UP0jJBom}nf&Th`EcFRy)Ed$MQV%y5t2UO_C z%5m;be`m_E%;XYmLyw0mVl&ymuTA5bL2v)WK5;|PWzxij6$i%hc((%5=}CTYw8QcF zsGI1xD-&j$1s!WpF@~z6sFFL9Sd+;tWl}P5rx@Kb_srelo#4MUx*eUb$HG})#W3}6 zV~`JPEHCa)#E@3DDlh|aAEVAU(r7n|^ZiE_&Oa$*bRtfA`FxJsT8q%uAv@Q>zi5rt zT9d?L)YJ%tk7)EsW^o%iGqm^!dZ`ZDtY+8Z;BcGiSbKgd&ggb}@0R(wjN8}m?((Ym zeurTRr2ULN`4&_ia5q)JovGku#Jj6PbL!0_aX^jK_u>DQ2|Rr^`sBl{I27sh4YVxq zIDQNR@^t{>Wu97pY{iU26l#prv--R@Ip~t=51S*}fwkbYT#P&f*dd(ZN>2RFJ3tw; zUDkC!>u zVVE9Q^DBtPxw9e$hUNVHJTg{N0XFkJ->}NM~ zcGL;(4-qi(G1p2$PB?MVz25LKR}5YK_O**oW|^n`r(;u&T_(rOgrraIkd0a@3HzTg z9R4$v&4Tk3)5ytuvS2Z5gFEM$6cf&+&a3=Kr<76f{vq}&+KQN+y5qhdY@f441%K!a z->-x52{1|MZ;L)2Dm z7@V%{Q`;>e(j*22dhHa1^DEbR5}sFfw8_;8XNo-qFR6#0yfLB{{mPu;=frHW1B(jz zmfW{{V$UC2gj(pEDRp=|cV5+Z9k|Lwu{x8rB;=!*R`SKaAsOF=c67x+JQ8(=7@)uh5~ew^9s_->=WJ2d=5JDo zyzUD~9zo`Pq+amYq&6qiLgjp?x+c)-S|S5NzJWjkwc_sIgZ;mI6KOhj(PM-NUhkPV2B-Mee7^4cB%4ewgd0|c7kV|B>hVfGz^ z-(J^|&cjq};1`v8Hy?9b30d>NSCJQglaZqk2q#YQHJbsldn{|CjW4+XP8+2=w>Et- zeD;Ac8aC6@pI=-sCBce}krH~SHi9V;F;Y))4oX|J1}2_kW#WLwL&SbBJEM8QLHDw3 zUvDBAP4jr%H7tbgx*yVRbQufkq~5w4+KwgXynA_zP3`>!>H_2r@ia=>YP&DD#V!}4 zx;ypqYA;J1r23{_7^ma;gk(l}%xKxOO~37e)jpqCKiqYymF~9A9peiHCHaosiw*C~L7ZTXV~zO+Miz}sJ9A3y+_1y)f7a0W!V~_D zzp7P;D&7##wY(v61!4W>V26Zm_07V(w6Dfixt^qzp}={ZaK+E(TgpP@4tuVv8!n~x z@#r8D)m~(Ao(SN+P`Y}As*LhB8k=`c+f8=4Pkn|6jgl%V8K0o})$PO6wRP6C;`vB0 zzu@Oq;`QN**&hbYUac~YqyqhU=il(@L+7leM7hQYR=KAl9ed#o_J|a?@hNJy#`ZWl zrTxV^TcbF$xdJ#_`YqBhRiW8#?IN8uv(tU*_4#~fnV0%a&r4&q9UrP#Qzhg;Tk!PmJ{zOL`{|t zLr36BbFXRl@nXGx{g)jdDMf38Kkmnzyb5V5T>8S5tS1CdgZK4jB`yi0lJpln14!=; zV;`?-ao#Xdlz|VQjm=e_HxzgbD!08kQg8K`3OSzhl3Dl4EOgdc{-VS&-u2iUs8Mw{ho(NMwwbl8K~hW|AHYjrwh z@8#q-8}KXY%I^`LAgDBR-tM48ys@$?N*2|b5MPD8(bX_p{*cYywv-L!%WYiOWxqMXDB}AF5mZPe+d8A0!_OvM6`-gjY@(sT>YNa$5wdnrAo3= z8f#r$fkB1gbzkjJh_U{DK`jn!CkMIU)hvsrnXTzl8yV_Yc_m>X8U$0A0Z`XzTlnv* zdVq+tG?4x~_-66&TB)E#BS_p6OPJqeHS21nmP(=AWGwnZp|2LYUm4Tkj8pOkPirpQ z$=L+eDYB9lB}NoNRdh!{|Pgo~3ToBF!$;_@~uD?jt+ zh83|5(Rw&ku+(n$_dJ9Ru!szCG+R1!A;OUVD0|th{lnWJ%F#fqYeVWL+<%|aB&6w* zy0P;1PDki)I=qT*9EKdr@Kk#)amVaYuqC}uBk~OTHHv#Cxz!l4HtGHTCy*++&##zj zs@DuVUA}iVOExzyl=?Vg?r9SgpINF(|9e7uTABb96Yd-=@#3#FT|<7o(F<^A_xngH zTECE)!bvu2j{1^S~^Gj4?oVK!R^6I5F)y_T2HLl!lH0$7|F|@jWRK|p=S?hWPe{sE!89v4^hkhf|1-r@s$8#k@bF* zeoL`(t9HLK!ie5|V>#)epV2>^g~@;iLT#K5+R_2(VHW}HPh5Fw@V$ts8`{2{yglO- zU4)D!vAJIztjP^mYTgqlbxWJ|hh+`_vC74)d;BxLO`kqf}O; zm+nl0KUUJUj+=>}74v?0JMwUin=aYr2GKRo)LumgG;FgkjsAIv=~3+zGFLIbZohoy zH_!-o?Xd=yJw95SJjpJf1Xm!6Kg+~YvxmRBf$uAfT;y+Qn)aD@l`gG)lg|u9tTz6$ zy*OS$6+wBY8}rwYK|TwnuNY1ypD4?-;{6S?<86s z75gz)*6(6Klw;|Oo}qn2fc$I5sM7M_;UzogRVqDA5C`N{5QSj}q~$)`-|_Gl_}1eE zA5F2WF0mx4MPSNybB^{LQ%T(9VpsTlX$kfa6F zhX7NN+F59vPw}Lwesx#N$sT5RKtPZz$bIL+-B=G@bA)nb!M1!*+J?DK&AAD9Qj|MY zM4g;gq36i%HDM@|vWLIIPD8ze^#^kAy5I{8q#DY2;3C%4jnGid#J;mB?Wfp6)i&0G z7gRSjl%@bYGbBu4m`(O;>1E10tnhmp62E+am;7kT%%fnJUeZgNHomAkAaAPJHj14g zvntQ3iGI9M%=t@4AYe|~r|Doi@%6{lMBW&o1j?SR1^|@6f^yV-Tt=_%oAt0+tjtW7 z0X5lVV+3tV;wkOz+Bh#;FkCV=ZFXnp`7h@lRXeY0Lp727e z@ypi+oOvqRftLKGM)U%G>h}_)Lh<*_Mv59VFFejK*by^_cK{CoI(-6Bo_koQz1PUP z(zaQfg_wC?2)ZnkEXWNpmT)QlsPyjcEQ1t!q_GoPpo(a`XaK6*@lfJ28+VWei{~z5 ze_@3ua!#*hvm2hgy|VRyEL!?uarb%%k7^vc-bB?;di^@pz(^X2Y6N%6Q?lcuIj8Y5e_K!Xui9p)C8*@@`dU==iNKIXf@D|>i`(~ukTs{f{RXLM}NoH zBdvXZAjZVFvW(Jkt+E}mj9&b z$3(XE3{f?Iz%|_dy-e7gf9L-wD16I8uP&QRJvW;B(dQF_Rlp5Kd=(bf8~s$ z$f*LeAWXGAAN)Aqw?iOe8gmXa+GYp4t~yi)0#%Kso>FDlm3GhVYpc(y9W{^Z+S9h z`EK-lSPLQJU8VYLhtw~VF6`@@^f7K*7;j4JPso9>Bv=BpPc$DxT?p9LDm+h_HqW zD<*d%Cb0I28Cm7>%ogQ>F4e#HhtfLzy|gA3P!lu%*E=5mW}vdEM614NlVFT<>B_{g zAxwtqsn$o&;L*GSBLtJGfeZs{u{yA+4BV(KHkVH%mJEVIR_9zg9D_!^K36QK+OF$Y z!D9e0mc96lak{ivKSfBj%3* zWix*~XBAmG(-*|O@{g`*4w{xJg!_k==>H=!aT zEI_mMLFeG$cf3I_Q&p>z0o!CXJZON2jBly&fAzWXGprr65??i7``M-#b4G_p?Z|zb@`3?xB2xSfrM*M*B&C2%3)Jm8E)kl=nJ(Ejilo!onQZ706>Tj30&X zVkk}w1X<3Kj%^RnP)uXI$`b#$Y8s&(6=7kI+bXT_yo2Xu z5}0@v)vvnD99{ZiWTD3l(#-ZaWB-C`n_4i^O#cbi88)>Rirx8>!n}!#U)~)ZG`qhl z2$Q-MxH(7L^Ur%)bsEvV;SjOie6P?O0KJjz8Ne&+BX`cVLT!w65CT!1)^=+vfO@Ib z`W;i+M6#;izOn4;r2BHnxT&n8sn^fC5dGf*+sMf=2yf*wnmzzD0(a?L`$DZg+#MrI z-&l36BDVDBfZKvYk;=rh?Tt_WSr`>`z8(Q~l5Lo4BI&`wY!D50U`!AiB|?W)Oerh$ zdoKhHd7) z5RkCzl7{#1pS{(nB$u*+=yG_YK>a#hvgj5l#@vg0nMxiz^J^c>a(qY0;I`-jf9L&t zCryD8uwntqvp{Xw_xDM+&^bIOo=8>E8cQtDBX9UlHPFqha~TLrT8)i7?CFqRs1a}} zo-!uCgu5L04TI0pR@~->wl{YwKUAYIfj(c_q1Ub1MA6vhP3j3PWJT(IRs49*+jgT` z7rj~T)6P;hY^;#+h%`8MxL6+0;7$#BbH6X1bDg6;b@Q5z=gfM_;wx2zr?dx&7>#*d z#xnnhDqkL(%QK z0BVs}^!^p)u95A__HkPXd@OGK!E1axrrhPTTi;@f6e3>=JgwiAweGLI)D_fqb`R`R zqcn<=hH5?tTDpx^7D9(V=O8~HD*cNadRm7k`SOMV$sL)aT==qfrJd1RK?2YD+ ztfzIE#s#rBi_unyny5tXgy3cHwwEP?@^Y0+^@q!-4J7T>yPkh$V@E8gb;$$$`zhdJ zX&*s+oAFGvn3)LAtSJI_vGS>4V^f*AmLta7gJ*pisO?>9Xdt}Nb#!H|)`vC3WX;bR z?<7m8bu0M=S3=?bvIE1*Soh+nGlunsFNrE9AzG{;&>67p(>w*K5_?ieTdJvq_Mrq9 z#dqPy`m5tj?)Qd#`Zyp7!ru3(i;C~FB*}_{)8k&6%SEYu`bRWL20%L#MXkm1GCl6U zGsAy1lDP~NndA*^Y}+|rzPo|%<|6Z#l~t7wLg|u0OZBXmO0D#)qkmAYEb14OV_ER= z`j!zS9um|*!Py+gX6}(XUEL8k13M%F|I*3>OR$Yxz zfFW^C2DaN46}~~0DGu|)7#^Ew*VcGU?tTvLZoU~*CG%d<*>K~QtU%h>G)vjOTDA;V z+iS4M8=lpCyT(8H+7|7oyw}6ePewD*$w)t>K1X`h4Oy6{VKm7j0nt;CbUqx0Vj9>v zD3b^pwj6vmMKKnQ+zz&b6HS{Ba8LXo2AQgsx6fb$awr)H2Tjn zo#s}_Y@=kl5LfzZJ(qU$>Bt3;J z(X!XrCa;J$m|K63+L<>TJVE}0y;Rs?_*(-nj4V|i-M{R24$Wo=t-1+}V{*ECGqhO} zN~qVRCX@5U{BL;uaL~o-qWAY(p?@?=!q%rI!+9QD#ri7xNI@0NJ@g;SAVALwX{UB; z3crVbDaShRbEf^M{Kq$7W1>n%w9(}6(sa@wSSL5dlU`eH<#4urSecXPUbx@z&Pg2= zwfBK%e>ghIcf9rpAA4 zudzBKTJu4TLPd^FRq_0p1@H@jK>H;QJw02dD^}Dm3-_#~g%=Qv=*c%goo2^LVreqt zaRZuE@7?<7;c_}4OY;7~Q|em%m)d3SZLL0+r!?sl?hZua%9S*~&OS?w-!z+LJ z&@Ij7>S#4cP9zpDpQkXl#J;~x#_RW$%*Cnut^~ zi}4jWy}FiLGPr3-10^U$^7h*5c{Z_IwVsNnAvymh%RXzC?I5~U`rz~_;^gV~i&L(2 zTPE+mD_k3Qn~6m69AXEi=4_vsHjAt2#x{E1c$Irh+JSwAz z8*%HHdduy_jLwoHz3R6*^X?iN4r!Y-5}%qJA`jC>oQ&>7@VO z_Wf;vhLn2LX%{6@Q7 z(w*&3w5Q|yrR&$bnyM_nz+4ALLOb+s95Ya=AnonnAc z@@KrY^}V8gE{^2iXLy@lj|eBGZ3gE7PFY$Hyb>I^Qc#R-SLxwrTV7Sjl}hSm{g2Ak zKeVaz=AZD6;wtKYSiL;?1Gx{{zFeg^ahopRA8ukf!{wEJ(x>}tPSHsV#b?YPMp&@sWfSI@phlK(aeb zdgfdKOPqB%PU;zY#*~NIJ@p{9)rSl?433oAe9yhev~)@)-PC7zxtm`C5Lg}s9D~)N(BwM*X@Zp!_uP?S4A)tBeN#IGyMs(rrs2TJ^Dlr ziMr+14AZ;wQor8)g}s(QosbCrd&AI%tw-cm$`F+-22fq*cSj8v*Dv4QsDUc%6g=Fn zS6~kP8)qjH7l0lAjo%#aZ(6IB3jxWG9#i~o0X`Nk#E+7@Rg@GInFV;LDvx#8!o67W zFQfG}GJtO2H5uc6m~@Y7W;1a3>N@}ZS}&`)8#uzhakm4U)=blAHpG?in9S3K%YA~g z;b1Z={4O~x%XDM%G-?IW`RcWI75o5qH*4cq(^+C*%-T{11iv$t>~X-6t!ml=;h~vM zv6!UXu~JZ+vV6-e07G1Z4SjoBidjG7z#b+v@?6Nx5c_s_hwnwL&Lvv0b%2ZJL6aq96~)q~IQn^YHC=5H z$Up(24#`|&w>hi#R=Sm?(LJV#eMV>aKSOe@;HMK?z?lu03@aC1`W?|SK$E}AZbY2A z9o1Oy`Y6VAOLgmNDy+JvLf;Yt)%vI`Irl{Tp!alft>`ICUr$o;q(7b|yZ2RYfz31?{ zBHoY6x>(xqwj3x^eZ9Wl5}T;@bK7Ufm&0<1fUl-s9VNnmLw$kl$^r{vj+E;mfpUpi z#t7d1Z?`yX7gO&7nDT@Cci7aqFuED5k7-EJ(Qm9VOT67QKy$Xfxx~un1g4864Bd$}m*v->X zLpq7N<~7C5y&N+Oh1{QaS(@J}^1;zH5N>WI@zfgM@UA_+bH+IjK zOm@M|1v9hp{zUp~fr&eFpzmpfH3gqNTfh9y(HqrgsyA>LzL`g^AZe!PC#d#V23@Qk zYTJRz*z%kE%t_^HiIV69Ck`6rs6#N+sz69y#r=}po$>ENr_0k@ZYfg4y0)l2#x(%8#h` zx9>x`#ihXo*Z7(rs+f9Ge{UJ4|Eno;8;C*auRz8Z$Eu6fyGt}ZJXBe(;K#Z*aAFny z9AnTgqm;FxBx{M`QInai!^>_13k}d0>!qE7>(jcRj(djZ00HLbC!$3kyzbZk;^EUd zKS``Q)XJ@y+5uNwSAH5cih+1E-}%NbW%Y7``E9{nJINcDa9HY)-4sp5jRdP74;q)! zCF`z?<-|zt4LkqFdo0t2w~#r0i=gi7Xm2We_xti+Jvx#UC^lnJyy6!*9ikkLHrwE7 z;yffn|3p*%c)~Pp?mMi!7;V?^1s}_^;!ARIuVcA(W$XLGZ>=^3CdNcm1zu&LI*6^S zbzao3(66jFZU)7V(39=mA*_2y?iw0w4Veqb)1;3`?bo?M$?3 z%!kKWGC;-UETA2Y1}9Oz_+$1HefLNVQh!+JfNLY%N$}C|^-ooZ5s!PqtxOp!EGpi5K%{DRo6@>szb+MUMIXz~Ze zSqmvu?#xKbX(jX-4yTCQtYWB$P%`am$2n+#Y^O8vaT4J1qgjBSsD82Wy~!c&l4?SD z&_1wg`^aV`D*lG%o`M5%qFW75i?iktVXb$rM&XlbYjUK+Pf-$>ZuKNM-HDIUulvJ+ z1OJ~#G99k;uCjsFF~_qc)B^iFh0E8*Lo};IQ^s4j^PDhU>A;=-CnVaEI$%nic~BKX ziZ&$+>I5EpRI}Cd)_=$HkIUJ;#x7~6Ms+*CR`T`S?#5{qvIaS7gt!i0Xq^F~NYQ}5 zhzCp<^K(NMzf{T}4EXgw?5v~9)b?P!S;ym#a1icuaHme|&~DfqXE(mPF9|(5+J|nL zbhraKfFN2E#01~QP{14JGT@-{JhC~?q@li5V&&Xd*Z;CLsq|Z9#ZNyiOZKnl-zq(w z?edhOZjObO=Dq?ulMvMRr$6)pHmM~0@9^0PchTF;Du7|rj?p-L4`Oyy42H~TacHUC zn5xFC=~O(nrZf>-g>Xz)0y7-`O8fU2kDU96D@6jj2w*Rh1vw=+fCWR<$VQ={;}E0Q z^PqpN2#L~RH%Ui08wiDqE9>G>-t+YdUqxwQgfj8I;~%QUhVP=zru`~LA%OZd8%RJ6 z<$Yz&9;9uyqw*j6r4T<1iZMda3X$eGjGsKZAQbKti|8)&RI&w|qv&su^PF!8TC(Qw z8%5@-7Z}}ob`O|)s}1$4>#jD-CC{&1w7}bmFFkj;jPuA8*W}|6Z6_OU0l>9|x8tX~ z>oJj8U_B5G4X8p0lC9KZ!e64XqvLoz0>194I5jWHZ9Gj%JANX6y_04>M=#_4b-n-Q zSt~zr7Ng34z+*pGG?aZw6|zf^@W}of=4cg~jj=&cg+`|~r63C5grKuHRxEnV*f7${ z*bZU>njrt(wPW$$N-fs+C;xX5c3xBK+n@9X%D4>)?S0g??QZ;tMxc)+Jki$C0TE+%vve@&KRkoJ9`Jyiwlo@s zPFZsvqZh^RaBIJ;`fH0y{WR?^g++^=AjVRVamPKRNWt?$`vh7AsPV=n)MuJtz|#8C z91EH;ngwlLGIhT&g_-T-PiuMq4iW!5}?*e<9olS7TNAJTcAV(D3SK~dpC;nhq z;vcW%u%;+~l;F>uiEl7A%CXd=_fhU9PzveiY!L@LIq*F|$+HVy(jTgB%HeS6>vclA z+hcGc^>gN-mfRXt#;A*-{w*N1XI7VVvso!ujG%%w28 zAU;pV-+HZw$Xnp;%8MCuyOYix@uJnX2>iJQhEC#*VhD8>OyM=~DmadH^cy-GF#7(~ zbU@>eE#9%3pf(P0@5h=3$p#Um(GQse8X7pUAxN2mi+LIJx8dW7n8*DLVPs3w3FL*Y z^!Tqo!lv$Ka-aepmcVaG0F3{6B~vBp`u4F!R42qss!%`}5-Y!JkUFepQvjX-q*T@c z!)y5PVZ$2R-2cn3j)Y=}3AD0z;);Wu-hq#_n4p{-fQD1=$1DPxl@=w*LpBhUP5z`=8t77~cjOtAO~~Ixe~|_%Ai$3D5}ki}+V0 z{A=iggQa>DzYjEqy*|2#caK|U_WSfueeiA2Ql{`@mQ~tiE_o^-JrJ(c^JHs04v`xH zHkA4U+yhJl1ovUq96)IyLM~}}X@DzmBO31S{Qu{7_O5UZ(`{Nx#Rnx5cB)@5{6s0o zJrtBn>TGZp;fqBnq;jFBHNfC|1l{fQ*A0BzQzq+^8~yGA}NJ{vH? zT-3S!`@s`Xn=Of^esA3Ma2-FcXR34}?2Pj4R# zw<7=B{da2|&~a%1q#xOxZHyX3#$R-A4yx9_-TdFi@J$7yi;RO?k9WZ}Kx7vw{muFE z@CO=_Q4*El3lDWd$9xW8{g7WksW`~z+@|oh{{f@_KlHHoFu#kboT2E?n{__I;P=L2 z=#y1e2%US6CU&SXSW;!M5HD4Jf)X)JYO|jzX^mGRx(3grSwGXtfQ-8?wzQr-d{IMn zg8CW&D zT`F=N@&Q}^2Q;UP+)KZ&68v1;vj+|NAHsWJ*?}Ko<#c=JDcd;59_BsSRq_!K;poRO zgf3`mKXTN$l?c$}cM?T7LIL(^NRNVNv zF-R69%P@>in3l*?Uj*H)FJV@@1RNKBXH^#8NSNRIG>>9weDFYx&1i>IPb^%$;x#NpLhF_y(hb^R?8rbZKdqZSVsjxOb9>_iht zx)bpqI1S^h9n~o1IMG+Y`LEJ2Yl>}EvbVzjYkC{=64R9UZ<`2RT}@%kxYOqy zPfVKeZ(R;7-gck44_}FWyqMBRe#OQCR9irsf2CWPBl`OlJ1+c366{3V6?Tu7b&BwW zDn}sP_Z|(xsz)n*^66=yk4=}H$H3^Ucfq@`<^$g4CWh`pi(L+X&7WhQ^RVO%DsPS_ z7-+MlO#&nY$ij>fn2*$|1kI|Kq6Y{0QZpjHi^}QFd`c~!D=-01=FgQ*RoKctjo?o` zhf;aez^1I_b;E~=Px;TY+O{?~F30e7Vzac3u#~+&Ztr%U6OkWg;i6ZLimo|l&*{^SI2f4?}n9r=Zpz9{MUZ+6<}#R=6DM6`6J zG3Q~9v;gj#CuC6F^Z(K0Hs-<^`XovbuJS>yHxL%C9ii0fs9#blpI=}uYh@LZUu~k6 z#6cVL@1NmoZYqXE`4)Y{5?1*wqNsg+wK#CZ{kMHsI&ZK^ z+}B0+pRKk?^vb;}#sv6XqHnF=Ma(CmhnrwN4!VNQ4EbS~Zr`5oINn`RGB|hWrWL9F zkI-HW4v)XhyC=?BQ(qXf<_e?_%Mp|saSNY z6U~*4BCm|^AVzO`%lZ!E#V3pO&e`aHBFsXY3vf2#UTpF_+s#CW?aLu7w6TwQHvrW5 z=*3#!xgHy`F)(mi`gn(2%&ls0S|`mY>NzFW3ViyYX`qi*2hXc$)-QQ;&HX(710p=R zKQE_MdB_w>CKGD<40E#sZYrKPADt%tKz>$>!x=9~2l~MJT{Xb0E!q>?HsCF7VbQFDdavDQg3%8kUDp4YY|ISo>nwaRL1Yv9<4 z8}e;sk#y%#6J^S-5t3stWKel54L$7oBj4}KLax$Ld%d{1^l#NF?Qi=rt}rMCEujZylIu#3+gVAw2O>Dlwtjd36ohGPFXofRQQG%Y@$n>R-Eg9CM zFB2nu6+DHg^KR=2PJV1S)YP(3<2h(gL)5i(=B)QBjI0e**NWOWz~0`*4AJXGy4)cpRrB$pRj;bCzVbK(T=L+J@VvGdoUT~t#-1w@S;DeZjb@k zs&3b~p{x7nPI+`^%s-@$nBx^@TBD)ba;xrpa-L=!ODcheI}4#zxJ#*i)$WQM|5ql0 z;EhPi;QuJBj#Hpk_=RWF&1z}ng~@jredOG!AxqZ%xW^|+oF#+*#IK}cDSZ85+#rMm zZ1dFcmF4|!UwI?n@3ebHPF&!pv_NwULKhyRK0eWI|%si zI(hxs=4g2&U>;^cXil|7#c_YUs%?D#bI7;=kG8!5(;93f@uK8WQgc$se{w&JeoSm< z2amoeFM$)GnB+neY!c-@0S=;Zz;OB(f09knUTK@=RW38;jF9^fjv1yImeBk&+yK#9 zpor@t!Ac1A7L8=*P{2FT7d|z^R;I5)BIdAa*@PhNPZ%#dhs1SDc6MJI#2v$S8))Pk z3>Mgp;J0#jPa^7{`_F{l|99PqaK@o1?qlq6>W;UCKHZvX@3w1D9JnzfrXL@CH&sML zAdUobxrSTmzDvIlVvsbWgsYNsngI~JU~pQeiz zBf20?t?ZGTvWN40V?!*9l}b=#j)^+o+&sO|CAfgUA>B#;b=B0>I_eSX3UNy(C4=z zbojwz#_O|1JRO^TJqxhSk9$Z;QjV5A+P}B0dTXT{F9`n61JM#SvKYgB5VWh<+8Jcy zjyXS{FWZ?@zCqV=1e8St&(SR8LpKRQ!D6;!B^<+A zWgT}@_aG@yC-)Lmjy{N4{ntb2_CM~gFgVPIKt7jj@xr!`>1<3k>8zO^!9e%pc7Af$a7Ccl0r$Y;biXQ zXzy+2PNhdR5R0+rO_!tM2(K0ADHX>Bv#R{KRT5(2fn*5WY^}Rx^_pv;(IFQ+!a(`z zF&5+|iR2>OVl+ka+s(V~!No>Y?l#$dSO;u735O3Y_`t*uFno#b>6{ro zcIg-BTl~^O{l4|nVJyRo-_^~R71AM_oqNxJD4@|H3D`*h$ge77o;|RjVCdW2!&0@5 zB`vL+Epcv-R13anZo(JXfl_Hw1eC;@OgUeRL7N;dQl;hPwspvZu`i|N*m7`cudqy3h3|LKxjtNBbzxIM{mQGmLp}!h;xUZBAmw3B!dP6&WC(?p%-vC%_wuSUU^gOhL@U zsPvi1vqxMJ^LJgZ+>UerUw+i2>v`sTuVr#GK{bU5(ALtu;=UD08pTB^FFKMgJZ9j& z5#(Kdk2nRNg6@~rni2Ome>CrJx1w86@G+G0-@kudrb0BHc$_rtE}JDA^a;@~I26Bo z(}Mz{E`iP;8Jv9Xp??>;GTl~F|BSK|`^n1~?{`(7h~Kmg+{D@HDNGcV83e6>>B_qc z>{TeLFl1FW8v4ZPu#Olz9P;w~@Nt-8cFRwH$QyqDZVeAi-{}AR6)NK=QiCfFzAyp` z*`)LcIjv++)St01tAl|6B0?x*W6D; zgSJP-PbHr7#!63jh!=j$jJyAuB#DtV*LLDk0Y)KptxAmo_n)9|fgAWr0h~~Gj*U;+ zXoNV>);%m6C%2Tv2_E-PXbgdmZE=e)Ykql!p}vP`pt!dco5RD@3#<`p)GN&-$0U8u zIPTlNucx&5lX+kKXqY$Ui=}0N_nsv!WWxg5y^AwSArAiGGvI>|aW5hhEvs4IPOqTZ zBDB?1B`DLW?ppD=St+BWU-UX@Dl|C5Ow_@~>b`R!2^|9?FYQ*EU9P7SfA0Gmk8}k+ zTFDS~VxN`&(rMZ^;BjSyx;7Hk1>H?$iQ#uKU}V5n=}mY1Z%#6~dsNA&DubVqwWuDwR$;xi?XdjA@^#eLJQ$~kh> zKMD|K^X*Rh%eRwbCJPWQHDiqE*2sKumJEg^mr(>?uDLGRGFZ9o=O;JY`yA>iPc1G! z+fhG@wD<1jG;B?o`_S=;v`mx7^+<NNj72O473nvlO_T)>Lh3Xx-r~!=^{R zk7sQXZrvbJS5w%pdJBR#>eYNB9A0d&2Sf`rA@2?uuKba625t<|T!bER9#{D93r$!K zt1G9tv$fIW8OfO6{Ws7hdpErXJ2Q?S`d-%ua^YB`UzH~cZ3uO`M=RRztm+9lY{V?b z8QpdgwVMI(b^HaLMq=rtHx-RtB(!`zBs4s}FbLw^muK(^Y%dOp1aL* z;{;*@fP4|{m86TeQ50R&Wk0e{g&taVxXK*5 zAB1Gen^=&?9y05}KKKDWPvS$nfXBaL`?yo~D$%xTx~tl9*nhE;+_KU#<^c9S#<_WM ze-~uPd0_5!duAg1BO51p-5GpcYV^01uALHdmtvF-i+HKQ-r_mVqjvZXcZhJO}>M!%+3IOapgCi$uG!n2WBM~d*_&|_6oS(HJNk=D-vS~>CjVlrr7Ks z+k?gN6`ji?WI{-JU9*G!gvSysP(H;*EI|-UMMQ_TQco%UnUak_q7VV!0Azu1+v^+| z^P7_u(p;A8DQ+-K>4a_w4E>XJE(RDdjh%RRh8g|bsEnk>Y4>A@i%i^i`0csf^}&qY zbdkFHlY*a&mT`ZdC+v+OkH(g@+b^E1>>NW-_YfyF=G^g9|NKIZ{&o(_DH%Rt|3p#H6*}w_4Q5V zUWHB9;uWv-R2M&HIaW%r9sYwKOxZhiO2pI#@M)1WpN_}Dtz?;=Bu?Ca_Wipyu~v>vwk$w?y81cQ2m_Icnb58RG%?Wad>b z82to^kjPWi>PDo|9Kw2A zbd3zHZ!lwc>$fh0e(ej@pnmby&RjY}w2%Gsr@Rwi21bgar!0DX)1TkpoD z*6-*{6ttc_W8-&GALRDlctqOy+lKI?Bo?{iLV*dRrT;qi)9DP^D9`#pW7!wCfqYdM zuV*n~rI5QfNc}ejN6SCD(IdpoaPE5Xc7k!nTi;ktnri>C7A*03d@LPB6x1Ho$LA3O zBL60>hDC@;7UAy8VEq3O_SRulcHO%uEEcfnknWJ~ZWbY-G$`F6B`HXEDy=k1cL+#I zcPd@dDJ4j=fW_iGyx;r%_TJ~(*ExU4pFYnTbB;0Yao_iR<^@iu8ARGzrD%b040Sz1 zhN=cjsSh|FG~y7}#k4ytg?df0Y;|!XID4+=^s-Tx692JnAme4084p72){%^!u8h!_ z4Y?8Q+7lyl6`MUB1sb@(-Q<%&7q)fFT@C-Lh0Y+ljmc;8xVx{_lAHcu^u1{sfP^DM zV!_H;+#N8>>yutQ0kPG{UN-C}(zEaFaWZ+IB8t*XH)W7k3wyuIuOm4s??p#Hf;`Dk zIiJ;=F)wk^E3)DQo|oo*y=L%!Gds_E1*3-(ya)Uv#&e#BGoH4DeUi2NW3Pg|#l$F2 zZpC=2eN&$uVqE@U{CJiQ_B{LFKQeFw{;*nzqbU-a--4+Q-j0by4R5^cW$XN%>9~x7 zC)w4~erWR75?wMmij5Rc>H=SbM@B4EoQy5R948bH_LSAyT7^st3C`Do)SVr8f2&|k zp={9NVgEAq2hj(Oj}Lzl$A6bupf|&%WCf^W&raZa z?0Pa8^k<&v2-KLO7JplBrrQuLz#c>;yF6aW8s*!uT&%Zu?hZw5qeUb;sE7tu=vIC3 zfY=yy1mbrIVlV5sy8L<=k)i0`EU|Ml@PF9o0!s}lj#pn!qfQqhW( zpeoYWtJ((jIFy)no?p->+>*&9DROxOdo`T8{;(+0iR!f++`KjK^yf4GBi3$`W4dDX zhEq=jLdTl>oZ4>XuU(8iN#;kFgAHt}5jlQ~dL%-sd)u6V)N`0N%Ie$}l~zd#2ON*e z=$>M5B!#25oHb#eY#3}yT0m2y`^*F3!|-PdM`Q{>IR5q)lqXWBeNTRb2frYc0P9I# ze;;>~x{WcHVngd_C4%;T>TKS+ZAZ7IP(zJLa6Vy0-OoJ%rElh9 z^d3wXyRJ$_&PCY|#F9&TGH}Y%V97d!p2usUk^Kq|KSyVz`No9f%Ic&X7J*SG7MDJr z02S@MC83eUgIi#Rs8hNX@(wwRzxjwnNcfa$uRQvKk|%T$6V|H?Q5EWT z>vQXhMptc`EF1)RuxMm&ZyFb9;xBaFl2~ZpvCgFytAC;RQ0Gt0$QyFZCUNy8H%ZRj zrJGMP@zP1LhU1Vsp=&B>gTkilV>wY&u1a0f^0Rf-y9n=2KL!Rv1Se9nV+U)EDwdhZuI4C02F@Uyshmq2sT- zv2w6wtg#@$WW7gx;vgNg`l_E z^cQnTa=OSqn6)$^#m4vj9+;wsWH$L&p6qyyr7Fx|&M9UvHGVLp#A5Fv#^0=y6*cFL zul%lY3-orcpe-8(1RV~a#1TJ}J?t@8a}ST63Xd^%FerNSd}paK5T8u!*)iK7T#EVU zImb%TVF^m{^A$#O=z^pBEQuEr$l7j~iQ9l|e(O{>O= z(19HCT&*9x=FiR}bIdKS!g9@ap+WJqX*?I71$ZCQd|jRO%cVhNV_#*F{Xg<8&Aczv zbuGO-Pli3SOrXg~aDdHNH-@`|X%ok!u8mg@AlP8Ovw#p3*)Z!Dja8Slw-ZtM{rI)g zsJHJg>3A`>KB{nUc%mP-9Da=rZaXXfRlb^wQ$iKq*34r01*34Af}FKCATK$*`Yn7v z2VpOWgW|~EH9S}%qcyL^j+!HPp~#Co%~Z3_0^>bEEuiOaJCT!S4!FJ8Xkg5(kWL6k zrslNFbg~9@TqLRbs*X6R48MERc?J0_AOplGL4}Ut=-l>5NCbxhHRMODVS$~KF9pc+ zL-6YQ>2j}+=wJvVcrfvc4X)odZ40bt_Ip-2XR$BljMyEo*H;kNH z14f<99W9Optt=TD9nWuSZj+ZHG6m0XM(kDCml`i4f>(9avk%Bozka-?wWE^m%wPRT zpGXpNwQ*ekS7AMK*n3&Ve-befhE5iK&QtZ$5;Bl#ocCBRWa zyAqFpJGK;jJFEhhI$=V2YSN64jOL%um%%%W%t#7!y-(*c_|IuXODOca1S70ZkPmUK zv1Gy-IX_N=K02*)wWAR`w;nZCPK!CWU(Q7z9aL1upY8lucO+BR$3r%|lNlkEVJD#_ zF zovg!Bt9A{4WhTYzbU=-aB{OqJz<*DH88YGad#DCayen%?WRYw?cw6Mpo3K=B)#QRu zY8-k(F<^^yD_i#R-O+QhZhSs0-yPqd=0D3b`+IS|NG^C+#two!_1{-9+Z5)jzn`rR zY`9w(l>W`@MQdiT(CWq0X%o~-xw_8lLF>q3e$ac}`4BMQv6NwzTV5UK)MH!djF43TN+{`2O}xu2H2aCf_1WE|kMK?( zOpwz!qk!AnQp2O40CL3K&Qu2(+@@fG1s?&U!qK|vNk2~@A4Nn68zkLV^ZmtuNJo-V zoVf#5C_Ci1?bx&Wu%^uNbYIgh{)H3P^t-^bPdU$C)^PX->NtUjH)+wBz|r4 z&mhdrP?#prc1(Fa&r1VXq4|t8Q%ccm*RIEj^@P$E{Pbi{=dA6Bjr8||RjqtwQ6fjT zL0=jsFDK0*-Jf4|QO{4yddK~L3lLC(2w*RNZ}!LdluCne^`k&Kkc$d5x&d1jtu$t} zblz?gzoP~!L4yW|6iVSYWQU;&oLF_;nFYHaD-##GjadTGtUXrLia$hSf(x({L z8V?s5a10$VeNT8lTQ@1UzX663=2E@?Jzef~@|!hlQQ z|GsWbng3Om^NLzD#&Q0uXVbE~ir_a{6f^TKTN3DHnFgQQ6g@WTrqhEh^v)nP#FG}^ zziScqAeNbw?-?CRjOY zknEJ=+1JgMY(LbAnV}UGiOa7)6cFIgiXxJ@n4B=Z!{4P;@_f2CxI-ALZyH&^JI|}; zb+A^Jy%1-XUfq2mc0aYl=#U1f3dndJa`mcB;lC-=&6U&_m7up;*$!@qo87lE$Sw^8 z6EaBV0QRE>YH>|4dd^;7VnAEjAm#ZREFJcM4z7;;U<>#j-o=5P+khrXD6zL=PWAY6 zn!Wf-F5aGe0_|ED(V_^|JeN^pjT(KTkj+SP>?GE6AILVHT}YRDV|as9%?Wcc)`m{u zFYWJ6Y(|v2x|HDTMc<+J!<_kvs{2a6-PQ+*b1@J*(_haE&dE97Ij0qgm8vy2ggdc{=}h84|ri%i*qdIJ;im?nZSQ{`iW)W4Q%nFN&g6cM-P4t8(GAL z%}k_>I2hk==y2IW6wK6;xW$!@rw8L-BjZIW-3ky(;+L+EJ9xpn?;E^cgYyiRIj^7SrkrNOoB>=|N$b|tlyg6yhg8$@*Z`5O5>2=-~u98ptrz?dulvB5@q^_3{1Xffe* zlz`(3UV$3uROL32hfagbMGlG#rcWe9uA~h`>J#a_QNuOdD^UQX+d$JSFry)F1C!X! z(;{z1M^|tU@K(Yt^B&jZmDEz5!rnP*_Xi9Bj6B$Ms`7LPZ!cE5Sn@Jm@VGuVZjA|V1(h)l2kaX&*{G+=xRfZ@^pUQz1C~6aIBoB zcLiAYvo!t_rc^V;Sz6mW@EmP7ixE%jAAUqWT4QPpGiXC9BGq9-Y2JUl+T;n_p=T{b zA1PmdJ9Zp@CL)9dm80Q%}EZ*xF%}p_Hb0Y zggXq8gX{@vIMfUaW5@87LxRC%);Q?i*%Ydp*Jv)KJ5FV9wgMnZpvaS zw>NXLq1z2WuhXpBGAq9)3o8Ce0WpZ?wm zost>phbgY?;MZgnm>ee>MRB}G>O3t*bIp6bI~^6SMKfnl(_%eJI%+oDk@1HCzx3=> z&xm~vXotA^^6R9MM>ZW*>^l|NFg7ojy5(qdGQyp6GjPmxZx<;~zp+bB_yLUQ^4!(YlFw;nxuCHf<16w1&@YBpm#7oTHx{=C6go=y?av-n6-1;8(qkh)Qg^8#{_L2mT(^lyxbkMBr? z@ViN`8DKG5{%706@Zl=s3R9P*#-CDG3szqn8XCw>iFe4w+zX9r%#oXFE&DOO*1JMJ zH0pggaiDt8J{p7-C=+}Mn1u$#bgwxYf3T;h26$0mI|b8E(1Xfy%p{U6Qz8Mov@j~; z6TBth9psTh(BCsCqbduDE>Q0Dm8_%gd@Sapd=^w6M1v?u zIzv?_qjCNd5$up2f|Ki^%JCfE2TtR1HxG+P5`|P6Hg}0h*A;@&LeV?iw=3Xgfjg?% zRo&O%G{K+&HT+ur18Y;yXTOn)i%T{7Z(y}S-GI|#JzM4guVo+PA1wwT(@tk%Ypn)b zs*IY7pBOWh1G3!r2FH1KN2PeGGVKZlLHVdA@xjiQcYKJcu};Gcy>K;(nE%Enkpwv~ zKF`m%V|Tv(49I0V;I+atLg+Px!LA|2&>LE19L#(yv82;1*K&FC`)7B^-ys;7?q}#f zcZL~icmesN*mom>bouSL6e%jLX0zY5a})4N$|KEgTlxO{K(J_|g8P9VI2^PU|Ma;x zttTKe+8S1hOio@8Oi$2Ay!+v_P!sYn_F3#xgPIebqmf6U(NOF@Yi}gZR+oxlb|TbI z`sXRfC5$r2epiEWGi_zDa^}Cg9w6&3AiZq6=eDj7oJIxArFD$JrWd~>XhggsM{bcj z54z1mLb1e#i!uK4Txphhx9M)s{EgCVJHx;mbDgK~Q=V0vxlChtS6|`tPokQxfI9o` zX=#>}U*q9QtJljYnXZ92N}zKd`tvH37prD$zW$k+B8z295E2hyw$=ir1V#R-sdyTx zMH8Q$l;yFrozVhR0fL2eVW-S2vA4yJ&d%}Ma!tEAL935b9(i|ae++3Wy?mrA9ZHNF zE4i;ET#PDL03*{~;+|II4w5N-S}Mvl{6 zzrgP4cqVx|E|4&YflC`0lMCgLWYKSW6P-oh)em+shCP4Rse z&W3ex(YxPqdr+|gq_;`6X*&Z!dSPqX>A##4U%M6dJU|Dqyi(hbS_l^`Z|oq zupZL-nK!@+AP&j9(O)8waz6E0@tpsDywXalT7hLN7k?%{^e7I8B=N$6-6u41q`%D9 zBPB5J^k@9h17hyaRw?q|pZYGy&-Q=Qeon7W@nuy$`0_4i-QbLL}Os#!ne_+Y_&4$4ZF z+kDO!HU^A>;Ic~oYL?^KQqJ>VO^$cc%*M#LkWR_Ccs&nZI%DMgdFBeLPY(_8WYkPx zBM0&cw}7?gRn$Y05{(;A`vqY&SIFcOSS)iWP5Net5Hn`p&$(A83AE7cike(zk6u=+ z*t4$CtO%^(os?Y8YaTEc*p0S&P zZp+R2t^_>dIW&trl|DfW3x=gbU$2tNiD4j?(7;B*ZM^W63KbH#&XZB|x=(@BB$@Mf z14k;i$>LW@wQi-~{!BOq4w*|q4@n;uG|H}Q;T{kbQJ|!1e5ET>8-)B%CCeumx`VS@ z`NgEV#F}6M)PzUXmQ#Bb2&C19Y>H}9%j8bgM_>B6BELdx(#Nn=j|fVJr7Gcd>@k|k zwMBqsH4wW&fI-G&UN%Nh8h)Sb5Hv8pE6!O`dfo(qA1uF6llo7bLezti*0KdR)g&f6 zR+~JQFm4@8N@)P_RZ25Ar%ft@)Qu)e*Ak)UPLeZyVMW{HZae^}oQ+6IQHP{sW}Nl< zhse_mCqOgBfhd}fgcjY(=W1W+l;4v>-xR^ln?&IU;cf*fUL zWvxu)$*%x>$c;ccIv&k70VymryvSD}SMHw`?8J2^?A`FTDjI({0clrXIr#oFU6?}z z`9b1@A`j;rYcPuM6~%tUkG>P)?#AL4Bv3P=hvx*>z(cH9RpgSi6t@=Ry|N~A;p|xr zcFoQP`twDP-#^HkfO?1sf87~)PbJ-(@w+a|euvT|f}k|`zDv-;H_3#=E@;3E1_AagC` zqn(2L+aIx4dEXTH3Jffr7J%8U08w?{ zZ4ZBPo-Kd%W3kRwBdVV*3IB8ResPwl3)C|jDIxNGWf|wyCyP3Tg`CsTQ#&tiy$yJ^ zJeE+(zfDJ+05thT34NS4!{USbjL+c<1^gNUeBzMV@ONrpID7XtA;T#tR^sl18(8l5 zGzN|YC*rc?ckR!?wReqi^NwAORQoe!I?g~{hDTk}bI$UBc4}xF_!`76bk7a-p5M(1 z*Q+^pioy@)U#JQEHyMG%uMPm`7wjgi3mMt&HD2cRJWe+~NLjG2;YcQVVq?KYzI(K4 z)m;$CyKgnK`y}2RAGSr-wJ5ezO7H^->^e=5k!fCq#ivgGvq7&5zI>1jQt7GYAZx$; zHyLu7AtwU%nY;6ucD8ZC>;N__&`S8cZxRLRilf7Os%$JrdR#;0V?0qXi4|@1)Q*9` z;2_xyg(8WOf^U{Ptc(iwZD74SY$X^OWf_p_mJ#=N)EzZ$u#=5Nw$u`vJt>D7*5bvE zfL2FGj`5+7l0Qj|tKJbVYBVvEy$9DWVmwP^&`O&PBos`d+NutM=ZD#l|L5le(?}b{ z+Ar{@H{!=7T+>uY)sRIVK+j+P1RHue#2~?iOtn6uU~acg=#Db%CKVg+^=I8n6i+4* z_Mgr-&QIL}3;t*uGESiR#lx}G==3&0>MGsQ$*Bt6Q^14lUl^TM1#p7%-9vPxpQv$Z zUUmh-aL~~QN(<5nU)tO?T*XK{9QJXl;rzQI>K~Abtr&Lv5PO9yP0p_%A%C*vA}9oE zBV_;Ebtgt1Gl*kSS|-(h8cGMBslCD%A6X3l;8)CZ9n!KJd4H=8b^W0JezV z)t}M;FnP^aa3}%bF*BC7=mCqkuFH4(4|43h0q?$vL36LMo z(wWKy2uw>G$`ZNtI`9Kij4GT|RIo(i%CH>gD&4Y#ojw%v#gg&$nE37&eKqS0loYZ8 z%yRIXal`%0s+Iqu>DeSkrEf_yuMD`eFh;RzY2y;egQz$v{on^93~K+bT*%j88Q5q1 z->q_MRS7%tT_ky&w5iNx@dPq6jp?0ot%dQQgVI$0xV<4Gb>Jcuf9IxL-JBv?9T9Ol z_^~`q-dq;Canpmv)4ZGQ$Bij169Zt-*2}|rCCoTV5$+Kd0YF@GgXo(VhU4C;Oqu^L zC_R&Wr=1#kwNPv240H#0nxjW#V^jl|_!QR+DWgmz4&^{dTD>HF(4D`XfQ2b*Ol?kM zBWyYP{46Db1VFc&vnRx zIO}e|Pt+>%(izE_TTT@|r(*4ziM5uaE_S^*UXdu5qch(chQU|oM4HK$gperbap*&v-`OyW zKqyxXDbG9kNbC(6G?FbUX@74bs_yz^K!0yE31YCp8cQDkpQeS=8HzJV_CN4?22vOl zsKzw~X%z*1H=}&#W?p$07lOq7!5&dQNg1HSk%aC*0DMftc*ahX;T?qn3)`;rGnW7< zoYTW4+kHlo@+V44SCin|YW|AJ(JLnabco-(wp0UNF%h@TXY&<$)zM@+0=i#~_mA7J zO|Jo~rP9uj`Nj*?Nk|wT>);-;C?bZ0tB0Ef_-40+m$QVSsH?v68K6(T1$F{Yx-RKh zIMq&6;wX1(EDB>wJStW(?IYq|c@zi83+R(c9W7;YT&>X#CTM4fzibPEYbzQ&-vB+u zObKr3M@FzA3JI%jv0h-JetR>8I5Yejv;QVmt~-Rt z{o(6p66Wu3=^w|c`P2H<8T^oihBLE{TytbOG%XoWOSe&hw)%p3+NY`fQnJ7lovb4r z4XK^qKeGmLMOJUO@YHugP|%mNrTmt^nzSxIa$J0dNST)PT|iebu=oG=q#I+x5)&hwT{iTs;C74_&L5|1*UoL52kMfNsD*$=k>s z9Sq>{by=50?mG_C%A;Bew?X1`8)!ZW9Mqv%n<&^x z0_1a8=BZLCzF8G#3Sig z(I}bJ&tLi$-7Ic9nepw?UujiK{v!?Jjh;Ume~2jF-&e#HEL&KEohx_ObQGnrE`gBSD^#+Pxb9KM@sjN48B<#Vk{`FQVyZJ;l|ok2s&<>m=2m z{yFwVV&$97sCQpaI-iyIGms*`ez_TVX6{8p=M=1)YvaA;QD?>3e6>x+>wkm)1tkQA zpt@#RI(Ia76qBc;1u*_lRN^c!47KOKdJ*WebGEdI`%GI(`GkeKmuFdGb)p`*OsPmz zr8H)ZKP**DS;h@cy{FsHUU?a8PXLqeDMbS_^4fH3-_z6SVzyfvagHHA><)^v3}3yX za1fPDx`JEy-X_((_f>cws14jKSVsW+Znc;5=>Pc-9SFGQ`~xpFs)==a!Cvg(Hv}W< zo}yI(4bNo4@cyVz#vdOFWxRgsofEQ>ul(vAtWmFz3NV+hyC#(iFt<1On z$?01I<_9Pg!2)k2l~ks~xN$p&+)NI>IpTOQGdX+ESI^9m4MTghQ}VIR`2jAoAk#*P zzik3MaRkY`jN=R* z)s4+ibnu3<3-(=^lwGOJcFMs!S{wQPOZ~BbkXgJ7Qb^(5_=5S^AIfk`Jd5WbL!0Rb z{z+cRuJH?Ip|%4X*411lzkVgpTLF^;>B`kDO-bz13U=;bUNGL zD$o>Zi)c~d&&>PmP==nv_6Y^Dz2a4nxN2Z}ne+PVv_d8dX0!g2kPg1Nnl6Km=sWl5 z7(4t#{6JiWa5&XVeCp^YsuwC|E9=o=jr7$G8F8khZzb5X%J~=P&)&f^?hozoa(+q% z+|~mW&pW`3>IpQR-{a;qlHQ4T2|UXB<$7T8#?HE$ChWVIqo^q5E<|ZIm$uXUMu*O# z#ULd(f1>gd3yv#7R!_ef8YI4{@fI;F5Y%p%yl?X_arqv9-A`i0U|%@v6uxkbSbKl_ z#-vR2ar_nSo0CbCmD$85WO&VjEu};+Oc=W!@OOfZySY?=AZ0Yso8alr^S}vhax8__ zU6~(FnjvX9Uvj)9>~cz?ayx?muX7HnphY3^GrD@{Sehktb?&rKJNZ5(q%$i=Lc8MX z5?-!*M=Xf*#OdFcnhxe2aZ_{NgQMY3od=_f*L>iRI*a*TfqJ9dz-q=;3rxR^~ZB+@h zpGL4kknv9IBuBPJK}m0hUNID>+}8;@1NXg%?|az-F_gGNdCICJM@09myr9)F>E&q*_H<+Xr!5oY1eD zXC;JN1e~fOKD=SQ#ZpxDkiWxqmB2lEn`QcIRb9rK}Kr+n>-+HPZB)Vt9Y!)^K;@uA!`&B{>O?*P~bd< zJAnS#J}xbkM<7)yR{mJRdlQC3-blE_GYvRvnevivE8*pBv<<djS@Zdq<#-CHj4h;)Ab$v)c{7u_}UcAz$8~s%^GOu@>6u?m zP(xs4HCuOPdfmOZ2DrdtYvB^9MbhKbBQ+^-&mAmx-AwUezCdHgea_3~)+Le8;KQsF zg_FWi@v5AWWFu94$a)tOZu|^-VKyk5Yr3Qqpepy3{_l{huXD~9MQ(6b5qF5p8$cJ3 zX_CK-Q0V$CsBkrkI#9jq;&d`yV7a6yw?06g_C1TIW5Bb706#N6TU_=|?W3jF&2qjxKg|{N!q2Jlc-lrFp+Y0Dk!{RX1tIhN32p=9_=@BI`%G9gpWF z51)4vga23&j6~-YItnaG7kij*px>q_gBA-bgUWtfa0+~szvNs*7wS@PsWB#Duq5)R z54-h!o<0)7sMls}B$p6o%ga(hat`d-L;ItVyG38*Js&xHGTUIq(WAr^jX zpMK(O^mWR)!gN?WXIwy+K7vN!K9@aea$eduE50f~kXCeBazK_`Q0RH>hgdPCjYqrD zO7CG;amR<9cPUFg-n3%7YR&^EZq6HhSj&#~eMnRJ!*wgg_dMTQMTUq(xZl*|@JWOT0=o!yHeKZm)_6 z@~;IwYceE#_<03zedW3PJyU=${Xi;g88PMT=j(-z; zL&`7?y4q4`uI84fpkFzETAvb`G)^~kcqA7EP}6I66tJf04cYw4 zyH2Siz#!pe@wxkR5|&dv_VNXuxjsC}3dEVvqQ2z(ax4V&fK&|E`ed97f0~e89-AY{1Y&E-*$_Jk)Id-MaXMBRRVd)NbuiPDn^Y;PnsJI@|I13zBR7V_v`+2C|-73*&!SOTocsuZU^c!xrD8*z)R`E;DbY8|x{`@#6X!HEa>B9JmPHU6< zWY98?LCX3e%&9b_pSBv8`_UNt@P!?BVGE`k~v@fF_zF2CPe*DEZ?C61Y> z3=9*TR*=GH!8sxO#T2W0ZqQv@wN<&q+wm(m#NFsuJhZX9bBv4H4&6dm&6!(A^)^#+!rRMcdiYEJMW_SO*g13x{v97=@ zTGm@4&G!#EalyAo8|dL;DM6UF!PXYL^G=X;~H zw)ueH^HA5$wTAbHuL5Z)LUIAY4*OswK}mnP1t#STT;8Rc1t%A=OTW9TSUq+|{7TCZ zUb?`-!M`}WpWw3oq7stAlLY^Ld_=2t+Mme7-SI16eqA=PH&d_{R0+}g@miEOzrLWv z{ZNIf@C$|Dyr*{S)Gtg%#wthZWZ4z=zq42e9c|?4wkZ}}hbn+GOYPe5rST(wAy1 zBcBAMwuK`qXETu}wKdKpJqISZ}gMPkU(soC9gvyS^0$NCm-Zo@$Q#Ojv9V__n_ekKvM(f}STzFY7^e zle0T#uBJ~bOdFkuz`Xgg(^v9-LRq!<{Y%g{@dZT@l z@2Zg$MXgmJs=&#(_av%sHiKn9qIstGOtyOcEybJ`6n0+To2xPc!Zq^0Xg;(5Pns{h z12{4G7C4n1Tl`T*)WZ)j4X%9BkS0f!1{{N1fTX#n4hTls-kTU+fDNI=wB1*s#hiZZ zRfTR!eFr$cfyyTc{@nNFfG|l~U5G*zoTPdkUWp`DhR z6<5S{S4WO4@xT`}WDcK>5Lt2D+qG@<_>6R)wl@Pt zJx#%`Hjsz%6&J%b@g9}A391{lfh1W`I((+BazO<7j> zcKzz^bfu+^sOSpn!1+_V_#;Lt)|C#k4CF)o0d@|rjG<7%q1 zSqOc%+U7%kuOz1U-uUsXUd+8E;Tz()(x4g7s2IALt~kF%^8sv&hrB(Xxq$LkMs zMTB)c3VXnm6EDN5UOg)05$~uO2R|MTpCAZpxKDV=6C6S z309)<>1)53QjsJ^DPTDvSBn*$V55ncKx0=h_{W8C&36Q9u}DT$^f4F5@CXltJhRT~ zKn|##Lse9vqeJ%fKYntX_cgijYB~-(l&hQ6oHpoU^j(-`BW)v9E&0s5J|4w6a#&H$ z<#Z68OW7oTSAKlv$xd`y{GWM~C5lIVe3+Vcrr0t`vPDZw!(CnXBPrk zKUG@xB`*e+!7J-TH=2V7)O8jzjCbhOR@>%@D4m#`aT$q9dwAf{)WyB2{H~#59x{TQ zXf}!Rcd$c6=mnwf$O)l-iRA=|hlk(Lx{{9adeYNwy!Q8+am$*bbh2+9h9^m}pJlu6 zzuTWG%B&iB2N(s80Tqi%aKawF3xX?-08aI{wfUNZ`-t_7lTw@!@EhD9i>dL~kv2nC zGay9IOUThjCKWl|F)M0x)#{;Cd^n^NDPQo><`FcUT*dP|)A)|I^UvDbSH!On{Yowt zetofY3rufFG1MiN_=rCo`Q8=CRSFUOg4*p@GX`ReVL(Cd)-6AXzd)^7s83_mW$z}4 zB`-9d+PKhm%QJkUW0(|9S{1d`OpT;H3T<4tS~{(3yqdOy04SM7+vlqE`SJTSVWqq8 z{38Aj)8ET0+mP`g^DTBro@xs6bRjaX55JeJ=JAI<1fy1d>#>Z8L=wYP z2u5O&rNSQnF@|xLoCnTum4kDCNH;~H8^I$?l_wX~XBXgrPWw7NZyvuHmcIm#^Nz7cLAGAz_5agNge`;Ipy5i8 z*iKitNm^ybYcAg@owi4?<>(c%>7C=O`u zOGNqaQ5fGB^9Snua4}@!p`Fe3|D<^)-MrqfWwi1u>s&`dIlP|7Q?oF|bSWP-TSB8= zEt^IyUu{U1pmU|@Dyx(l+MK`Dp<71cYh?&VB=VLc#|Rvd@|G7y3Vk9(UeG3bcH-0M z1)+&C@rnlZG)93Og!lmqE5a(l@^T z?@aPr1pVj>m!$)SuEr5zCRwEVY>Nlh6UALMjf4B|7Vs`~x}rh6nN$j_kRX%xWok)! zv-u3)F@3K=N9g)0|KSS}uOBbHCQFCoX33}L9&wu(=pvj=nCI^VKC>KkLW5sRaeA;yuahqI8ua(gh_cak-MwJ3G=b&AUu2lAo zL)=I6i{YdBB?zIgc-(eA_VQa?X&dC}Jle+j^C;n5Heu9SHW!Cg?@e?HnhYcw?A{Hq z(IwmZJOf|H72G$Tj*7I16Ao*MTj(UKtsiIVNtJ(4E{4*2za$_Yxn-M4%qC*HxmZvD*UJl}F{g4f8(^$>3TvHyP z?GhrrrW%tLGt9k!dSi^rBF6@sv;1f!!dDI={6yzG#8_NM^t>w?m7Ic}k=lD3g}|M% z@7>%f6(+8ohf-JYPQL7Ifie<|F<`Of(;w$a3IbIXkBNw--XTn!_~4v;+P##soT4uD zrg57-IU(}P*e43KqOwsJ82=YuUgIBLKJt;5w*{MH)IfwyM}|%P4>Y9!Z&3ehe=|EX z(QoI2Qe$I0Rl((=frvgXk&nZ)LGN^glpCuJ_4I;f2O8sIx+bStmQ6II`hp&L5=J}O zkz*nvM31M4h;xbR+sA_02YLE8XlfRQSbE>;Y{J3uNUd^wX8r;AYS)!F9Dc-;Ho9u| z`9PP{A~US|kUomqXpc|R4{>bCpqzih&kyB@lBDw87}r+{by&hT4ko*`7|wpB*btVm zILLs<8KuYyTR;L)a(;o>h)2%HuqHjrMB{lDpNvWUB0Wc(@JuE5ncC@1vb1K3gA|2u$JoVmzSwulq{?Y4ZNI}#qLE8xG)rSKWujyh_f)i)u z_HtWaA$*Yci_~4jW-@n5XS41TWABMRTB^Wzw`}8DpcUr5UxymTJ_JaxfmyLFf(3%$FF7=HNWvJv+^^HCjMS72lNI?;|k>6KQ7 zOZC~@_XI-geS>#IuVGY3BWV)a*q5;X#10pp-WcM^?0t(iDI<*Nv8POolfm2`-b~NV zSzUJWeUY(y5KP<1yjy)zXRXU<8TvxH!Nu&xhO#NDf#w-^hcKf*gfL%Kz2L{W z$Z$^M!}rC%(Pn;D|LbhQN62<-knT69Pb)W%-l;Et(+v|GVv!`U|70Y-9h*d3%;WId zQ+~$&f_O4Sww-a&HxPFAP2T1#$1B2c&s9e=(6l1NfR1eEqQIHZHt$pYQ#HBjblS?7 zn+DM&J|~~3_7VtR5&J8*MaZef1Z<#JVWV!mz$Z#p&z9WRtupMFl=8ds(Em(`(fvNl zx#j)&l}-?3?=))V*%e-ecG&aMAHVYz6+Dk%7D@v-PddS$O?*Yt;yjr&eJ3uOQ@a^g z3hB?HGy;yL-c2}3)C^Xw)=qv&auM?~ROTk*o5VSi=sE&sb|+sOJ(DYesxPTl)@mjo z^A|!?pzm*leIA^f<1>1M9{o!~VXG8h(LlZ^8m5xxM{sRm0-8OTr&^ZFpA<&UzoLZeQjzTf{k(G*-M zRD=jL@4{v)zT9b4*HFBHTGuJJabwyn{o*;;wUd5!zO$q`sF zl>7;IYdF)~8=ZLYYds$d2Jy51w-|A@o;l?i5iC7o^ZyX{R#9<9ftn^>5FCQLlb|64 zhawOxxVuAe3GVI$*WfN8xVt;S-8DEAUO-Vy<<9NfJ=1IM>bH64>8wNTvw!*i&DXm1 z?vt-JswJEMf{dM1G;`H7xYOu7$>D{;AzV(UqoxHEPFdWc4ay{3IoJ^55o(uxaQ~k>UPvvd*V|TZaNjsRu%B=w zuAh!Ew%H>Qc#9l4f8KBzcxz>ewCi2t4;^=YwLhB7xK{u7#;6Ck&G8nc(O-HJu5YP4 z*7KC{I&OSpI4P^qcToFtCZ{(pL`)-Eh&(c*X^}e8Tg%Uvx@NmIo`+@AxYk7tU`LV2{5Q6L z+!;bvt)9pK^f!tO#0dN$E0U0_%Ms{`WXB7qqUn{aQZ>&LQ$Th5#!+wM1^21m8(+uG zJ7v%gyHihh^F6dI7%VpXw6O-RPPwkm70Er_^qf(@fc~-B$WOXDto%;3b1JC3U7zjS<06pNY5ZjQ}@VsspJ#Y)hYz<#~0zXlhNnr@Qtb_XPj?s;Sj{-~E1 zB3{$yB3_~u1#FVSmTzvbyJ}*+a3932T%vhqctqTzTt9%`&D*|94#cHTdN<+>nRvIm zavoqRTq-st*c!Ir94FVDL7R6-x|M4xUvLOq@Bc2qcw+i>oCM(A zFRccATo91zyy0<&lG$d^xXohSkR*mbjq>Y;Hr_?wz7Rm`bblbA5XU2jphGe?9mY=} z)X{TuI=BwN0CnJBN7LSxNjvf5eg>DQ4{7D;&rq1OTz06xL{KeEL}R3=!aF4=7=k_~ z9B~|sc$2CHFV20r13LvsZ*S?mPNaY6|C1vusDk(z!bSdbF4Q=Q(kC`Z41md=YQ~|yPlk1xZ#_**kaW` zBylQD9dLEFNnuYClj`BIHb+u7l}|kwe%L+vhs4+ZEgXC=A*nAYMSYyP1&0H{^D*S- z1wQ)LS!}MzG0&Oj%pVeG_HhA^UCS@e_8BU*MtvBis*(-0=YWScLCWV=Z|esQ_NO>9 z;I8Bo9P%5#r&Pr@I;ObxV&GFy`^%?G_ruw@Nr2|x&W2CtifTw~WBg;C{ug+>HfFMF zVH4;812=b}C-jGjO`<}l!QJ6gs*>aPrW=n9H4F%Z(xtjnE#^}~Ctc42FEefUxP|5z zfs+w%_HpHxx!JgIr>YG9Y+VMWPe1kF!tq1bpq-L#99%R%KnxY7l*p`%!k4_TP^aLJQ8!nl0S%d*gJ1kmZ}YbIT;^d z4R$ER;!g_J+vR45T-|mzwls2nC;GDT=HJW24M8&HFUG(LQ=pu!U&2d|qnKYlYmVW* z>o>p8WnSG*on;2zDfZ>_&ZcI?RT+;B7P z;YcRcKb^iyife&AhCo+X=z15OhmQMYaTmb(jr)v;Hu%n`Z_}oLNob|)=BdcdDOJnX zfqv82doTRr57Usme`t^xgf?&wbg8 zq-M3gtCZ%-07|Dp++gug-kROK<6n=cNO{uZgSEpt80jcI`2iyd(ct44wNsJ=26F@T zH+a+`J>ldryWI|k*Aedncntajm;8)KtBJs(`H&(2kuehBWzV>rTc^K*$z_5XIPrH) zNw`BAXP%y>CNCG{^PgqCwESUMhie0d*4ki58-X0bFn$LZqA-Ffla3&QjU=Z6$*dV* z82=nr_)L@1As29Ae&azu`d@`Tn$e8fEm(%k{t|q(hxIv1uPszg3xMbwdw|HU@$9Hogco28HA@QoQ=kED6WP!PM*SnB9WAr?;+ z7p`0|^EUiXu$P47vs$TLEu2XB?tLiF-*DUHV^Zwd)O!*<`f9Ees@`g+CXVxnp?erA z1+sgdTa_V3Jd?D?j&7Muz0Kn8ii0vP@-ps}o(J*{uG1Vl?^UTFvz zi?Xn-Tj}RUyoSl9Fws_=qaz{o%jN^?sr`9U_*M=Wd*Q2ZrEB9o88ZCO`9L8n7pwb7V0?*NU!G&$G)WGeR0XoVE!oW9=Nj|3}Z)}a)kj-YwFhI1ZGhSg& z($8fMh21)gKTwoPsSJBs{R>G8V$=K5H4ez`T%c~jsu%f=)EETsss%)d zeJzlPPM$Y@8d`64UYps?$3T}caNlsP@^*ieGoWc`b7b6S29o}lzfwke3=G&OPIu(GrvVv=Tv!dsjb^X2l?Bc9xSAO#b!^!Pki`}N( z0L}@At6u=!uxe>T5E$}7??009%-9G%X}1qIAZX!(Ugzs^XM<2>M)Kr8n9I?b)bf+2 zKGIPXx#5q!j^xoo6TNB$jFdTl_VB&S><@3P4Ne9UmbhA%`y&&8$@S!Xrl_3sF1>%m z5~q$(QB3+q0AOQsxjfr1<8{gmlXzpDiwy)4Mi2d8g0_N9}m)2-eKO6bD2eC3b?)}GLAwB!p|EtNkRSke`K(P z30P4=U^3RBzFd2NJ+XP9GG)2~0!2O*0`5wQgXk8lRDErUhD0wKH{~k^oF_;@owIj= z7&Gl$rE#%ioJ7W-zh?)SR)YCAHT&;pF8iLbv(Oc5UL>U#X6tp%)exLnPs-2?V?B;X z{9s97qR(*m6%W}u?)+P=Y8+mRq@|M9hW7GTzB=|)E0J>SKr+M z^}-C9wFRDNyI0%hk{p*bb=d5&^9Ff;rb&97j`1b+Djo21+u+>WGU8_lKvU?bRzNjJ z$g!%2&cI)K55N~sgiSNAy=C}AV;gTZoK-peZ}J`$GWo!c)STLA2n7E|+%=-GJA#me z1D)$G?olFQM2rIP)=~`xEs&kmXPeDsAB$ElQ0VXc8x}X^Y&qF9c6mZ|7ytj&p5dGP zA2n1vDmv<_mffh|E;ol$?qKvJKc0^;m|r0wh^R!&GL2Omug;0`l+VaZqABD*0`0|C zR#xA^vL&{@GPC=uuWKx?beihQ2e06o2~5q*QgOl+Sm+?WSE6aWvS-&Qa`~&tP0{b` zLbb=w(Oxf4?=86=&FKMW3}oG@R%GigQTMLdL^8;!{PY+PcM zBZp`~Hq0tHu&J-w)#;dsWS4pH?yI=aJMh9x6ap))Gl{)i_Kmg@-BUufop!i8r6w%kjI{!u7p|-!_P|@~v z^>DJcx)ZHgSv0w4G!@&*CSj^XwW&_bb)1n-UOWGs{&=oo1~*1-eCF6L6gd@SB{w4J z^drJ;CBa+fqKeao3`k_H!#P$o;FQMluEMq~GfV+n_ZDY_$qTB4DJ{ zH&ztxJK|C~P#{|KYp%B|rOh5(iE%3g)ad#4##F^8(<@#}J#V6=Vczzx&9<;5n-ZBP z>|wt*#43&O)Z*WXejF?x?!tJ<^8!Tlye;rXc>o&gRWxEtQNKM!bA16OO*;!p>8QWe_8 zj>XHLV=0`vi>U`H7;`SY+#KBe>p}7txs*={YrgY@MHt`fI$(to?f#MP4Xg0MR)y{G$*~K#=HD& z%+2R9_&_%tEhU2k^zBkz6Z3AAhUL|^2WdXYJuP)ZUBljJEg9eZ{R68{h!*>~4Xk$> zCy7&)a$;wGp%%6Il*H$Ml4E$cXy^BGXN;r!hviMQf${QfbeKrrSWj8=e6)P zx5}RB{JHvpVLs$>|D{>DG=&&p<=;hxN3Bg#d-l_0M}Zn;u-WsfiAvml*Q~j167Rdt zpT|7Ge9NO6xs|N%fH(;W$Q+hCe4{*b9}>Ncl}XPc`(dP92*7al^}cs=$n0dM zhviTHu@fX{sh7m{svQl-d|z2rI%-{I{=I+<*zK-uDyX1h5+bXu06y%xv{PgJsWx2U zD~V?{X1Zoyw)gSW$@N~UI8vygdJ-<_QGwYdjF(5MIR{Q3TEUeg0l7`m$>);Ks3DH; z1_^4+`SbEc5unC~2uNjVnYc~hDf!t5z(IeLF7Nlr7Bps23Iq!L@51KgS>qk#cEdzL zZ_dQR7emv>XCePa2O1k1INx>MgJ9g^c37>W*!WWhDIImVfC#i!pcc1WzrU>I?fpKQ zAep}hCfdyh_Jz@u_H(Ck)wfQg@~KP@DZp0w*@HEXWT1@U2o#o)+Q{X2&1i?kxi6k> z{%aULHo5T_ zg3I6t0{#9c_U&j|^;WDvc-p}TfWc*cN*3E2(uSE-{82OcBY=acy5zhF0)`r@AEX}@ zz2m#xO^ga!biPW7cu&A_WZZGNhM93P5@|ldNrT)uJh2 zA7dawD8^+u}LN}z`(*KGmcHB^tny``jBNxGdEfD2>QRKUp`#H)SLP ze-Rj{MK1^Bj%jhmsDVDxY~M&fZ!c z#F)+RJXERInh4BafhiT?Q;sE%XWvLyBvn0;I;y}L2PvHO(0a0)1l9${@EL+{uvpE*WDXQyj*l=$>^HjVo_hEY=V4^q0t zrvJVHnW_#9oE7))k(n+mFkk&9E4g+56<-1FXd*hEsVrwYXyj`*>U?+1Ba?E4)Pf?i< z@dJe|^F7Esr9~Sam>>P3s9~dv$0n4kaQ}A&7a~37!ajk{i)@CDY zc=FNmt}i!ji)BZjxXaiw+6VtioHG4Kq}fczg@_o<^;HcU9*kesdewtVmlk(t=0}LZ z6n{&Ua%@A&Ttx9csVeFLV709I@`*ag_b-49H?p3%c}ju!mloWpngh-)a!C@CVjC=S z_(2nfIiMgc{UYYLTaszN+wn5bgun+i=`NzO?JYH#q-rXr1@{)*pRQO@Y3M&ajtBWt zl@p|rG^Nb=+jStUIq~-$Bo^w+jg2?w?yGuj5UOBPzNm`$C^N~u*F;3uNvqI1O))rb z=*Vf(%4;zPN%LAoKz3Afz2hic*09dLSGe1r-5Rd67!7>kZMcMM-kTO_K2FiUbFrk= zpIudayZ(^X3QlxU7T4x#H4A9K;n)5`q?SBim|;g$WQmA(D*Um7DW5FJ)93XD+ZS_L zT(y<(-|r=1nQkTnT|g!}G?6#k1Ua0SWl~B3i)$v9uTO2ZO23UOIv5LcKL~?YEYZCz zNz>udG9b+ASZc#9hX+@qMvk@z2VuIN)$v&5ja8g`V9W>-@*y);PhDtF_ksi)<~z|S z7kn(rcb^A6#90&DW{vJ;W>aro~)+)YJ*2Q~{R?uLVBq38OY84U6 z4|tS7T}ziHP=W2$GuRHShB=MG_Pn#j{G<;93@H8dr6j=O`hvSe6zwMt?Wc}d)QK)_ zx$D=;cS~aP42VdhFZBL(1`9H&EV-#H*{P>~mCdSCBzq!l+cEZ#yd7eXtIOYsJ_!3}o5OCUnaIDeXNJvJpIn8!YhbT4V&|R$o(q zyaD=;gJ^VKHI5W|3{LSbBS8+FPJW3H<7Xj%1P5pjwxrYXJ_*~jq08L;UI0A#dj>?z zc3T|UcdK_0daVohx~VV83p=M{-`1)E0-6JR{EC+X?T#MtmpSC*&Z_yK%h313RQy@R zCx%5NU(Sg}t8G(Klah1S6;JZ-WB`T_jRucOl&K6-e91c1*A18p;%igtRdPQBZkFB@z(278l*qJwsE>oM&)i9GA~B|p>J-Ie_l zaDGgeE5}UZHs%&pUA<^pJIydWCc0>qHK!*hC(V}<|FrV7UUAc*Ad6yOcxle}G8MfJ!)e{{<4!aE>=_S0WEotx7D>+I<=bGiN_?hq_|;)utUEQZ^zAVL@7JNeP<&vj z+q4^R$8ITGmshWV$#Mt|V}>RZu$RjFs!!3W$DilXM^u%$?>;}MLD7-cT9nLw>*kae zmo&mMT9O!_EgjcZNoTbnLT9^6THGmJw0|Gke20N%0xLE*#Dxnk#&HQ%BGv`JJr`RF zppr-E{_o0BOP2_a|H0P7*n>%}g}j}2K@}%~9IYY4R6Me&`_Ti?ww)cVANnhnEceW~ zT;*}+z@%JHM86LlI~J7E#ZL{8f-ip`H8FtuAuq#SIrVqWD54c7jO5`y?_>&}+tmFq zSwjv+4p*^H2X--qwkX7Wfu~hl1=y|kq(I!Cjv{7$LCi#@=guD9oYpD;Z<+PoM z*MX*2O5s7Q_quhs2M_S&cdy_-99-Vo$y8{6pitQ2&)*80Mt>800_ z-EZ-E7)xl_PPj%en34AXz@>Bw02WdGr%Oo$b1470l+?ff3UN%F$@W8nIey=`vmQ$& z;@TD1`CPm`HQ81zTTvJg+=^HgijE1Mt(Z`cqbLbZ&r|1~4)~4$mGb_6EoeN(ZbmG*Mf*EC*DRtpefnKqKEVXXuD))?aOhX_K$*uc%rbP5@wC^E_4%`?OVqmK z-2cg>kw)gj)6zufjrjZb8+$INaS$1wV_y4Z*E6{YvURy5Qo+<x2K_ zN2Wt;r2Ty<{pqf2=XNN>6#0ya1A*_txX({3)dr|t1&_q0NwVXoRf3hdc-m#(NZ!V9 zli$@ik_$8m%9Qb!ZpZ50^=rB4&9eUgsTkIOoQ!K{``p`k5j*U6k+a&F5)IuOifc&_ z5e*E=?K()h7#ZEOKaT6#w)g+@ywS=%xZlfmx}N6uj8E`6+9}rQGPix;59tbC3e8Pl zVA=*n9JEik{$a38uNHju6mHcvrsXceW*ZrRJbS$O(SGG)T-&9{cc6atSM)DmFm;A- znCTFFNbY!9I}5(G`yY4K{*ccsQ}_YOT zAAnqTp9114EP+hjBj$>cmf$dD(dRQwOlO+do3x>!kVFf7U`z|@!J0^ zjA7m9ISxeNUd+mJxPs@IO1}M|5QOoh+ft5C4=lF2eC^Ly8-Gv2U_vJnm2O_!N_)#v zx&;wa*osw6%wInH_LMqV4@~h?9bz9xib%XG2l6wj|V zZ*KSZepSfbw9ge07H5==eVclntf?oZ*(Xu0ONQ zn7xl$)dBuWQM^tbH(?w?0BFFzht_N8&Ws4e?L`*^&#>)bf74$fMgX@Pz z3RE2*xbNFRFFxUeY3xulK9?DjQnv0?supg@;3E~brr)zecGKJ*kq&iw?pQvt_V7yI z7?C`*gWoiKy5qyX1A7;j&sC~J7?to{Kt*aLmEb{V@jG@z@Zz~cXvJl>Cq@@hz=`}O zPa?axg61x4CL-43t3HE)i#coC=c#n&gS*5ug_+bQ^vwY_?A!I%Cany$y}&9;;x#Wf zb1T$)6>Q4^p(f2top8A*16MBdL)8qdu9&dYW^pNYkx}){m`@~(^npHqO;wMDZ1B;? z3jls;2}imvqkpP0(b__hf`2KsJ|?lKuDBN1#j z#5XJa!_2ltiCRi;kv8(QSo*>*<{a;V_Y#@DJwhHa@cQQEr=sr1>QR#Dm-bimyXopL zhddwIpVRyn#(e-uEak}wWEE8USOgSK^)9;nLpw|Ri|0;*e>5)w*W)||N{^E#tz-@# z6>ftft1i4yu{*2uv68YBt{z07j|$uG0&5FD@2tpku&fX+tvLU^#uulkk`FNV=sZkg ze>6j@`Xl}tiY}rYJ%!7v;eyV}>~nq%EN3t^rsEjbW>K&nU*aMSl1QD(c5d|_Djffw zTO*|f#=!eKl?z1GWmBv-tzP`(%^#xct{`b+PKg`|HED-Wq!+>o1;ZLcVZPwNQ6Jl4s|Nnf&oR8UrK)l|$SUM^;z2Yo_*NknVw3wh z=~D{NpVB5XLlHQFYisL!{r|Xz7QK^aZSMZigVGOOM4ybV;pUtv93GH(85QMF<_h5M zruw)Ew_o>8YBr7%{I0A%0!!x^^#X$8s4bI2Fgz8qY(C7;g1Kz`CSc99?j98Y)~2Mh z)(YH!%ecKk`GL;fLj7B>cqDuNf3N^r>+G)od}`eZBkQ|cGNig_V-dk;^IrO`y%%S> zAC0}u2MmgQ^*qdGQt|iMyPZ>X(Di|n5#FI5jb?9Sp7@Dxm^55S**SZ%Ew>**)%uT+ z#_{8b9Nh@%NKxRp$njsH(!Mt$UwH4w$JH_HEPYxS$hhk!k&519;gjS^bWmbX85vSs zS@pc&IDO5+Z(@NfO`k~MrfcNK4}T%Q_7*z7iODzv>-r=3{B+z7Afw4+JjV~-lxwO- z!+vST7|V+xP$8VPRl>OIsNVR+dk~(2NciW{4#$C@L(X1?Of46-=&+es)50*L9ir52(14-%2@P!sG;vOfZ}Z|5b6N{MIc1uPdjNb97+Zp zVno6OAY?aX92-2x)5_*BB14}UszIX%r0N;7;Xul(qwpqkWftVuC;}Gp9#f*_A$D{( zPY@p(j|mkzZZ_pskHKV{Q8N-c-tN(XuR|o0X>w;4xA`H^vL8%;U&z-zI5vJ-vfk}@5 zNtgA*?R+|E1HV^Uc8^|UI?9xu{Ma`g{JVp^2C7Yw4|v#R2KTz_pC5~)9s)0@wu2%| zemJkMA$Hyysup&_6hfhCR?&%Mme#}Zd|Z6H8A|l4pCCT!`MjE>YXiYbdzWmp z=KlRKBy(yjMAZ`Z%?~9VLup5dSZTA4lJ9uH2TU8>;81%F2JH9ftAS||G47==gS;9K;HEC!9x%div`4tpr0epv9 z&H}U9u8Z1%ij=pj6XcQ^`shB_)7a-QwtHf|SB5jWM@NCG(G{IPVuU3uHBSIe&R5m` zn$ZS%b=&M-%ts0G-+67XYkTd0u6(-5OMi0s{1CZ?ZKd+FKmV7ds2OBC-RKwei3E3A zD`0r7GChX7=%e3k%9#t0@%jzr9XhG02bj6V&-}hG{rV6ZkM7jsLoaac{%2j8*4(y3Omo7I{9~CX!xkLYIA{Hy6pppTtWr5(=XYOZf%BTeeqjy~ zgM(ANw3p$-Qzc9vQV(k2sR?QNS~?#+_H@p)Tg=ic=4gZDIrpt-J=_OO4jt2LRPP>A z3$i;;x^s<0O}MItLG{&b^`p>SEI3M$$W7Cb+rHf7E8T3Hs{OYR>V#4w7i|Tl;FTWT z)-g&%dOr`PUZP9QYD;{@{W!$ejeAsdq>P61&4cxFEd~ob&Z48o!(40_2s!3bYg-7( zjUH6tk1x4|==oAP`|CA*WBBDG7sR_~BV**g!dj_IKsciXo#QbId1{Zml;RCPYw5xo zOT!#IdBc+>jhIt|sB#)nu1kc0=O9Ceo@IPz)L?1HE?$)n@I&^00DtCj0^v$wF%|&;G@tx*@FHcM2BlEp8_wDPTLe?aRE8R_OL={Xvr59jQE~4Ac&ciHz0ln89-DP=XPiUb=qLlak?PUQ zpJZ=I>p7UG9lNLF>d;mp))WgWzOn7d z{S+uNz7_^3bp|d!l7Qj;I-e#+vZzezhrZVze$l>4z}}+@6n*q$4Z;r8$7Gc}!X&0M zGBFkV8wehH^NT)Z`U1G%e^N2y+VL7Pr+|7=^3u2gEZEt+dFEL3*F3+~Xl_+Rjoi8` zecrN<|Jr@w+`aTeXd`H*iN}vio_GoooEXP=Td>fmYEbK=Xy7W|u=n=SJ9F}p736aJ&`;D|O-Ri&BRcg9DH=z+m6=-L z+jmR)>gC^KB*$~}6+v`iquaL86%FN%3s}-q`kAaqQz+khiCA}kM(0osEuAb>yf{kx zv2|Vzk*&#X>xIME_Z`{+mN#QZW;%CVt7htMa>TdLBxqk#}yFm#r6XC z1KR``J@oZ21_KlGpPPv&XCgE`2ZKlOE;mU(HqmXXJ{Xe6s_(5v*maR%-yZ&ZjzIrU z^LLce@+uP3RB*gcU}bDQA7TsoYeS=`UPhN>YNXf!S>uI5Gq10Q7TuaV?F=66{jh*{IWOs%i+DoEJ@Ma|&P=XugbI zC**wuwxM>RGcWK~`*(uKVs2G6)eY(VlXV~dbczO8IACWWSp{)yjc{BmqfK313v-U* zcbfDLGPRhPff6WYD|}jwX!xTfm^_2hJbM`o9}V_m)_B6F^dG8srly`_9Klf8zCK^V zkS(F}4uci4wjsnAz_)mS3GY0qYRr=VpF9&@iJvCe+~_!}XWNpH%{_Q3J)Q3rqv-e; z1Y0QCBGPh62qh@i12o2UIdG~&mnB7`skhH!fZ$y|%@26Ln}7Tiw`Im791cZDiIw6q z19G$K@F}i-#lnUxRJpE^e16OiT^iY?MKza7y%o%b$5c$uCS*4<17T7aNThNU5M!oB zP(8FUA6k4E9HeGGY5raHbuzciD+=b>wbocKye~bl!~VCNwp?c}tJr}#6EDm;`C_3y z@m}iJYmS;Rwai+NXaRb=DQSjSPQrh!WoGLilULeS9(A)FIm9ley3tS>{?M0E9!Mo}8? z5KTX>JqzAWa_G^jKSo-%$2V{fT4{JN5zpb8T#3Jwwnnp;`r_f$m3X(%k*A$}W36SwK7pG4!c)6BcWGY$^(8IaJnh ziF#gO;@_PM3cohjJAv&R{pEG=|ETBt`Uk3AcM08@ej)T0ge(#1uT(^YRsH+Mwz_~n z{U)^kqKLrIasYnl-Qwo3HHA{%z`i1ChxIm?S2KmS5qp+(ylbt}7K}cwC>eY|&Xn0x z400CUJF(a`>-FEe+oadgm+zXT!>zY77aOGedrqJ%weLgwgd$;8JpG-ph0x6cg-e81S`4IS@~LGWgEhhG)n-ljbwHtEzX6#_qLJ7#g2w0Oo?pR?LfQf?qfU4w&ft zTu)B}74b>2%S6(0lzdrtvage93X|498y5?|B%3Q`&xLZ3Ev&T2msb*#lL0u@?n9JMY6}B_8BPmQqh~8ORAzWDFt*K`#5^_507emai zb#)5;WCo7Z^)dSOAD+Mjv7aO;?yI}wNT(e#OW57g7J_Bu@{BhF)|R84qS_chX9t+(OjBiT6JcKNvo=H0 z<*P%64SbE0+2ze;tM8=lbbj#XI`$+JZg_mp#_)Jb_?Q!G;Mhvxt>eydfBrp#@~Kn;2r*Kjjv1%kp$Ya;bdO`}xcHJ(($JJK zUa2#QgaOCgb@97h+I$qezjVK}%BR}RIsAZ}93JpMwVhp-i;j6j{N+p66jQJ1{U|*h z`2fO`_u>qN1{C*}4dk3OnTb&Cc8p6a)~0&;=}7YZ&n&vr=Ee#o!^gI=NDxT7A4{%Z zV~9U2a6o8|NNJYAit@MhWnnjhEkq5V-!|0Swdr+Q`R{Vwn@(0Gd#XAus)_L<&xgXd$og2rZ~5v9K!pnh zZ*-Gtkb6i=sq%C@O15~N$Mw1Uf0vSixF9%b-~l|YAJ6<>d>g?qNuX_F-2eF_c4&7; zxu@W)OIwL|MWwaH?sSFtYouw%>$^|ZkOV-Z9ua- zV!3y?p7ZanhY3PjdUjkG!v+D2wvuy|koFsV#F(v@7>cTB=HuZvhCb5V=}4WY?$^nE z5sVWa*vo^L2T-yHsQev

i6k`b)jb@9ykVAfL#*su;y<%hS&6%ehK{!m)f_7j5$> z-?U(Y()Gjp<|3AZTbrbPs{)v^{@&0fib3)E)QugE2)j*!NiaTXkD(ch!|y8jG11V4 zLGL;o*Wc`JWoOL2V+*TxKG>DU*6&mvIPcWE?z>(zh)x(fmG#|0{zL8tw_sBkJNS^SG>W;RM$Bj3Eg_k7qSsO_l>L>X6Y)q7EQJK?$2hI~kbe zy>&NC+Ms84w6QRueJ#>s5Pk>buMns%=?*PTymdVyBF={dDCftAG|`VOG}fE>iIBs9 z{C>;-74$dLA?zPD3ltUu6YVw-w`-nj`mvk=BF|^_3ytJmQfq8^>}q#RY$nPNruuiJ z`$@>}t$&BtLjQ*6d8On-m8)4r({7@t67C0mvv25TPL1OrRU9+4_2&Nb9KstWD=Y$y zkz<#Y-;dK2{FtqhHCZWFIgR**6vZ{e0aZLoPG4KcWW&tTZu#|u`hUcU9C7OUv`iC` z)$CPSP+`5^&b?wybwi^r^K^Yjt{pGNnnSTy?cw`8hqDMNz0U_h*?>Jdd#tQ)hL2*h z_D||I4o%IGcgb&#&YF@-?#WHcaj`j2llhG{pdlp5 zvgHsn6w%?v^8Y1kj-6e6z3oDp0iq06;nbxiFfmD3X_G13XjiW_c-RX zkF4pYKy~DR188KW#pmGXal3Hniz`%W*aix4TrLPEZ?L}^sS9L10}PKW+pV{m?X0?>ekIR6l7jXZNy>6m-Hut2Qii2*Q)f ziJy}iS$5cv>Pr?Hlg+&@&}8knc6I5CBYGHT*?75*vFIP!t@8`LR=L+|S0(j1iI!}_ zh%u%+44kCfNcdR)q3lW&^_fji%hjGc$Qt$eDn=m2&tuicL!USYP__3U+Cj)MTDZ!|jBgOD$*ec1#`iGR@sD_O zxPSX$_#(%UU!#dFUJL*Q6tGIBwKiK`KW2;=;h+U`UttHb_i?C0l<+4?Bh>0+i64TB zF3tjq;Nq2}y zx0Eyp(kV)pf&$Xg(p|&Q(j7xLq96<<-CdH>UD7Z!)C>%;<8RM@&z`fpXFvO5U+@Cn zGIKxAbAPYJOqaBl<667WBade(<9b(25t9&x!x&bw{6E97-POt%H1V>oCxy+z}b=gp*} z`n(ZzBDGA=%Q9R^YDgx&3EMk11#=ul3VeFn2{2zo+Zcwn!Xj=1Q13Z{J^E>Gm`Tj4N!Lnp#zSun|kMNHl%Sj z2<5Mot|;=`&(yyj;K`F-{>98yz>Ns%rK33k@zuNq;VubGuejze|ZPnBg6KN+jx(QB{sn zX#SFTb@mBQo*%kSu8vW!%JvRs1~VJuBEo=u`?$Lw9B|lJQexZ4i z+TX0$vnh)Zx*w^C;^-S%6tC<-@FfCI9bLQVx`vQXHI`dwx`m@~Y%Z-J8G8)p2sX|g zANnsn7w1en$+-=qWP9wug?){|&!b=I4gSYuzTv+o^Kp~P0%o1<-sqoE>$0jQ5;n*2 z(%Uo(t(!@w+NQiIYG*&Ae5rG#)=!pE`_RL2nE*9bPGhJwp2Jrt2IWGbVhbUIKj89cKleQ1FrFlTgLG23H8mCxVCYXfVcD^Jipuw2--gLWmzA}`T zlA@QyrsPOKh2%jLR^>hP|1EwWn6RWJl|#B3w0S$Nl}h3>i&7ak#mq1s%z51-adX) zq3y3GHLyW!dc5_M_ZGF++FojJ?CyDavhjd~^UImmn{R3lR*T|EMCSmQY`Nm2SkmTKdzUMDfSscY zU!d;UI|!QM7p9Ne--J9dj_{JyZIgmBsjuoa!Rw;57OzHsppKNPYqN71g>^KIQ5Nid z#7E;E9V?OgQ^&7MqU22*wtPy}Uc=Ywyj=;;pZ_(gHBX442`_iVfW-2SXgq4I{OESZ z@itES>#B^h%sm<|zpu`F6|x4o1NYc(1&aWG>6?$k$OUR9XWE~J)%9A|3H2>JBT~-( zP4Uij6&jqbrHCP$N@sCM`y4Y02|D14eQeEz4w->i<=VJjfPyr(&eld!+iW88q^R3- zfDmfo{%&V9&09arL2N4HC#cO|OQHxHd9OZVvG8MXm+Y#SK7ivB$G^4COw+?uOxRxf++3M2l(J&dBJ)k94#dvER0Q{_27BIF51q!L{ob&R}OcW>g1Ab!6_lDfrp*QCT`6l=0VIddDO1(K)as?jR|MWxYz4VVGqlP_)wWXm|{s2wA=Ga{zRZEuq1lymg%a5!m*XIrZ(UOqn)=r z(ZFf^Ox6jyOB#)rP~l~!w-m8f))pQ~^k$ag=FNh0%*4vQEFu{MEg4Y+-x5BIPPoC> zoM&mq3P$bS4cIcR%{rx6_9IK{c(R9@9{oc$c$??8#Y|6KlY#*3n9s{?F`|JVDT{#x z?|NN=(oIxed0M%Z9@G9^xWCyrPj%)XiKKUr3aarzStTv*Z?90igDDQUcV_H5~~5#^DpxCgkoK`pON2n z6F-C9+G14Pg77c=HS+P9)B7u<0?BT-#SXE%)Gf9WZtX3M@9RGy=g`1Y=dbTUK9DVGA+r78mtCo}cqm+@ zPucWkh&^W*Tzn-&gz11y-~CNFOw}156yL&c7fB=j=Us@Hayxv`VN?`qx{ZERa>V_1 zV%Cdahv6*3`w2~o8BFVq8JEMiU7mtPuZCEvyH`BMwh6n zpNu+wnE!Zjdp&>EO>W9iMr-_8c5Rn7T5MeQ{7Qxp3eu)){FdeXhuKhMb%uQ@Dhdn| zq2C?`Ax}sO$-nQ2-6CIsPRuvWLQI}ji$N#zQ%O{Wt%-hFrwY@Id$Bwpc_Nqhq>=0V z@QwD;qTZ(UB~4}nX4<`~_o!6YW#44*zy)BbOQMmx=@cjFk;rK4c}MyNC5vM!Dm~n7 zW9CmA`L@b0P>*X!fZCTFkrKcL+>Yk#ZFE`zOv@)S=;&t_UPx?(leaGSkVJV*NR+d# z8QSJiz;_kEzsD^~mwt6~lHO05x{t6+RF+E&g$(ha%Do&+EI7&rwO}!iSt*K!yAfrBg3>zlXzHCCw=l`?&$ds1u;gue|=dyM6v2C#>_(8Oi8O$T-t*_ zyyVm7D}Z7Gtz(hkxZohp>D_=y2x`;yVf>oPOLvUxAtt}J6>!AYcBC|1!Io00b+`Ht zwB?byFemy<&cncXXBY`G*TC3&?B52|dVUq6Y+NgGc-DI{DaV9z+|q8;cKhL-sBG## za>P~Re)1Bj3^F~}3(`HU``-G<@@sVeYQfIy@f}$}>myGxmr!tkhy_LE$~O%rH!kI$ zYr9^3D0JeG%q&ab5Y_9D-5UTm_d9&%zm=Y_ziLi4PvP|Mn0pOD@=-$U(2Y@OK~ej` z+eqWX=Y0M%eou@WxD#R4yz7$9kg)!C+6&$D_Qhjlq<#TK=i{(;pL$MCJu?n;&vWnH zJ?Or|c68s3!3lrTZ%}<7;MbZ^KGA6E>yec*D`3WNsWbRG39uc}?kmpbSM!}H$!p}F$74Z9dTCHK|} z7a7uJ+0J@8VH0-xhL8*=OFBpdb47yZ_vcYLP6p4AG4IpuUmi-f4ef)x8M9hLn?i(k zPL+MmzIhv_%R*Ai`$o(}?PD;keZ?Z{)62xmF{XWrQg_KYNLS_yhyfN8MjNd`+!USQ zR~HLQg|m=(XWU8ys9aHtI@-YPLQJ!E3+c}Xo7g8n()d1bk7KE2WHOn@V}H(!R}4o} zqNkSbb~Yf0u^R*sDWVdq(R!E+Ja^LB=KReGQZywb?%ntER46z;YG8dWO2!(=ER{BS zC8==x)YOgBnBkGT$_4sL>=4g;A~+BF{DQm@)ko190u5B{CvC#Ry5S3o;~6 z^#5iq+p9cKFSaqbF-8p*Ma)&|--RS1m;H9)#Tu7-T1XO6+*m!@^xyR9QQv#v)Ss;b ztp|q&kAq#0mJ*vc0YlH{^ud!HpQRs$Wh6GT3)Ql5a!0jA@*Vx^${UPa2WE_B@cCO` z&i9+SPJ`S-G5&_82r+7E z6_gL;^r?_OuS^p<@>4Rb0#;wZ6CYf-d-X>02#n~m?*G+`gGn>utNaW3r8BsAhgP7; zzK-$+L;fEj%*~P{;Jf$pO8y^Guq4X8JELO!lIEk-(=@|7cGQp>NrA5&tu$Wyil8en z_QmX~HDl77K{GeGiMs-eS%lmly9+}1H9LI|OjXn)Qa^r;9YG_}T|Y>@-@b7kHP7M} zuwA`Gs~>ezbsQu`(qJ0ra-j<+DmC+4_A{NhPNAn++4i7ud1g!-H5giD&k zVKb@PNJICdA^AD-Ozu8rzsQ3p747g1p|`|KZ7B@bvBwvWLmO?B75Nx0J_fCxKW5$6 z`y9Yta;2vgmDNY8-ijhEj4vi}rtg0ogSofeevUc^FG#Ww7vBwTc{6!#msgh^Q5@TB zqeNG)pXA}Qudt}-M<4lY@=Dyp(*12;o2D`&-qenAFr`E2N#h}2Ff6Kqg9~M;q>>1n z!w;r}jN7U71H~x%W|O^OH@14gcc=09mdC=q1N`Cw$V%V&m{Q|ffW0NAEd|!U{@)W@ z7XR)cHADTK)6g63b^H(a3r{p1^|TfLm7ZBh@hcAPD%_tYRj(aQD;;mbh2V*II^S^U z{P;QXuK`6?KC4}S!<~?WQY=7A=N&Oc=}8cVs50TukpLoI8Ch>2QmgONo4qpGi;?O| zm34{cuJlnUSC$KxWc+hMxcwG-^Rxt$>P(|JdZzi(i*?2#NcerR%6FXM19LZ4X!GJ_ zrV=|Qt@Y+FIWt$mOf!-+J!FPz!yAeM+uS9@8YShsTRhau#n|B2mvj$EW2BLD3%lb| zT^T7p@u7~)=2g__=bl+18Xmi!q6wOFy_FiKZzUlCGC0mbT8YDw52eoB#Ye!=a7-S~ zZ?6ff4IoRQgESETUIY~iSK7l+P%Xy}e#-yQ8Vw|g{OI4$d3UrM zQyr&%D|x4e%6p&6wH@w3louW>n@{?M`*5|yW$4>$BsOfGKjdn)S44V=g05N;NPM}} z+hc}y@(7IW6FrH>7!M0Bo2wtWZo#SxIr!skzlm1a%76R=%Iy8Ou3y*t2pBh;IfP2^ z;@T&g*{ z?ls49=Z%ZWfoQp}p9$?fVN)i=SPVb@W!dASmZV*ADu^pgDUD;)>-HkbB15P+Xn{n5 z*E^&?nf-PUHdr8l5G!POfhN9n8(3hC}#n!eISKmLc{F^DD*|RCsSb-ZtmB zsQd5kN~^_cxpm#LDFYCpk>-BJM>=a+>{XMmsahgA(X$Za3ZEKPb=AGA=-5n}0R9%wX%O zQLZ7~8Z*+=A3vu0z))_tS{TZC?^fqrqjimGxh*iXhm`fJlSs>JkTM5KP!BA=8Zx4Y@5By zD3M)}B&e>h;9UOun1*=W;Vtn?oek7B;bs)FjikuFJ8d%Ce3jeL?mgQeW}zotct;h` zK2b)HaI&4KW#~i7Trs z>d{8Y{B`?U>F|w=yk)-FfwiR^8N%LQx)YDqIP_Ehv!TO=`x%l^eE7@dOJNCbSTwn# z_tPivgq7^{$kkIpvlxQvigFq578`tmw=ph!NGMz)^9rqKL0Vhm=IwXKK4^X9%Q}g7Em97 zD?nO-XOnrnKV}Y83WuV-`6ylTl!Tf&#@00{#;y-~r(uo@5QBa0(9X#mDVBtH~Vbn>EjIFGU%)FZ2vwJNNG#WX2^XVa_Q@1mm#i+); zs3@FAAVBT*r9dl(v-Fg&xd23dzGLd6T|0Tet4_Es9G~i@*N}l1zz(I<65m zzi!TS%;5@JOLh3}5+{zxZ!~J6Y@Itev&gIM?@*jP)t_RpWN%)%RE*sireq}}$n2{p z&-t}7c_cSGAeN!pnJHRU%Rz1TGi0YePg9*9$M;U(5uZen(<}%8c`fHcBQP@yVWA3W z!=E2!Db*rQewLTZPB>>M~9K z1Cf%iHQv?>9^9WleIKaE!PEuf=y_W)nNr@IV+Wm^zTz(51+Au-K~g$PkEzT?)1~=d zsN`>2^8#o<$n3>fGe0Oke?S_D9(EfQY2c3fpi9xA?)$gKIQClS{=Mjfw=F0ROKlA4$~Z$ijgWqwPQy`kJ-!bOV6CYq>IelWd1AfGJlVhruF;_ ztAzyU?$;fo$T7>U=cg>6lpTwZxrO$i3EgKimABgKP;oZO`n~NG>Pxg)B9bHK_XF+O zEU{sZvdO{11jPkGJI^LC2kk{#G5}O$)(T-NcQ;e-f(Be>Ao#6QhmAc<*3e46TLU>X zInL=fJ46|f>rRa!MJYPkm6zMssf}IDVf}&}Lte}qo)g!~qEk!=9~xGq-G#mj2T(5f zXtO${uI9*e--d#ekgGQN)Lj5|K)7dwH&!xHg= zkY{GZJS5VkC0umt09NCUYvrxBuI3U}pd`9Ir+9bjr0wJJdDVFlh-m9(!z&B)cx}r_ z5ag$O;az&@saYOhWe6$}4TWkiJ!-1@y$_0Z{FSI%Tu#!WwZ^K?GL9za^a>q%s^sP{8I8JP>JTOY)XJot7^ z?_4DF%@2BpQ`^7J&!o8(zBCe7xBtwr2-U8RHzVgy{J?)c%M=bNHDJ$M{XzD?EUF-U5d9WKtXA!2 zF_kf*)c~*;ZhYzG-p|>-ouciTA|Tnb)WS^NUYtq~lQ5NHID!;^;Pu~AM})>|xku9c zpFoW`+$WY}f1B1X75S*f*M>BW+Rfj=$7w)c$sLQf$C`k)@_vTGhImCFjb7XPEhBOj9UH#s}1AdzJeLX*h%q7N+!GF~>a&{x#}ulYKn)u}`BGx1oJ z)Rpf&bUK|+CoV*JW0-g9-(e#cBMJKT!Od^phc+h^t9!<%(E8}atOu_OdW=P@C- z0*9}puUFKjnq}3)SSJwbk8Ps|=<5D{aZ^um>VxiMuqO5}L62)%%8MnmbpoR>m(HZO z!M`88PnQoD1TZ2Wf0xj=8(KoQ2P_`%Z%AD_5jMW3zZNiD7Jcupre)Ab+DN5N1bsH^ zCuNVX+~Di<4(M0nT|oe4lKmoT;~Q|5l7vSuFiYSEMkumy?rHoj#j-mnXNUYDxQNsGS8%iZru;a+Q`))QzE0Z z7szwz&W{#c$QgHqY~mvv z4_+OQTpFav3J-3n8*m@ifl##(+f=`9ZGUuUIN=6gKJUYOZLX#U@c050;VxGuGTc#<-R`6^on2-f>WxD18|-AV9M{dC0CWvdgYtd!WqzuqG_4!zXL( zL=Fk+x`|A;=f#k%IkSH}X}AREdS>hZk3kcpascFdjr~eS%>12#OTXgguR>);S6AOJ zeXXL|G2-guIWl5DjR7i~?a`=~9-+(PM64DIs0$ffX0g?d*qYWaxM6zXep^OJiWkWz zIjnFj>OzG28J^BhNc{5FHNW$4pn>$83#=lmTDfh{oEMU`=T!nJGUjNvGIZ>UG~jG1O2VOr*|l|BQUm z?M=lyj*p+nG52_AWNo7`v4;?B3!UQo%$lDNb9zV)L3Z6-pz7Ovpv;v77#g)f!<$GA zmr=vyouRdYD`91grJoOU-0lgIr-HM>fr$ z&O?f{ttY{qT4)->`*#1UBiCj7@(;^dDz4R7v1BNrq6hq)G6MyP_+~JQ^FT5~xTiQS z&(Y_2j)>=ax}>Ko)aUr=!tU-Z8%!qwv7{P}fu=hFb~AxR*`<>4CyjTcA4%WkA32+> za2)-JDKmpbT1Q?celotry;Gw`(0}|ppxc`jjIK+>@E~9vZALCS@($GiD4yIyqq7m; zn=0uYxn^mH+*WSMEv)M~po&;E9wo)PUq7_d0P=6*#(}AG?631_*qY6PpfHau+7&*xu~|8n)W90P_sAYYCISZ%x#~}7A)ELsC=32db?rdJJWJBK z#L+H9ZsPt|jn`cxWb@XxH=8xV!;o%c)p+_LLFPU5tmGrE%**H2lgcGCjWdMB zN193a?C*3mubJVN;9Z@9r}gt1 zW0LQoOzxo|^+QLY0jfh2-f^V^a+w_7nE4js^vm1cIOtut4xkQ`Y_s@vrm@Y_^ck{@ zeiFV|u`ht?lag-WfSe1G#Sgcw_;JX5-T-{4xe;T>Ec`C&bB{9|l)-SWbZ7|*U z`JT4JWaDX7Eqs9sYl+q^RGqoxqU`!SqR-eWU6qH82&P@y4l`}t3^PSM1@-kr=Qms? zP3);B?y4zi31sJLdk)imH26OQAUzW;$4nh7RLnIuo<>+x82zCwZYs1A0CJzm1zFI^&~V(DweIR}5sCr%kS7sC^a6;xWfCkt*1l#uVqxb~h-+|M0Hi@jKmp!M8Z zMZh{WOpMBmrqg#!tS>R&zx%`3d}1DKedgK!%zu1s%_>(n-Gbc}mmabUNF40w;%uq= zW<^$ODXCThI0JjHo`M=R^-KjM+h*9PTAeJ{XzpHI1(-x!sV0r&r6&Hqdp4Vtn2$Ty zs8wQXY5DG-utA5_M0DMRh7eL&A%#QGVQD>7S5avtwmc-?I(D||Dvw*7q8)ww*r zcIq;l4rLXX1)F*Mf!~?}7k2#P*D0|p6gkFVmWi6Thz}L<8>T~td)*&*Y%O}B8CPPq zC%aS%B^KqFY$N+=eHI5ed)C+mjK2g6J>ah+q4k*-kGT@l-Z4?#o+H|a-e37o%=sMBNh zmp;9bf8ga7E!5-Wa`_q7AN^#Rml%9zF++|&e5jmpau8|z{904Y6oK1z;VHKl4Ax(F z_T2QUf(=BPo*>qThyu zi{>E?3f*381~Ey83`)2=b8fqE)us&&4XX)l z{ofT2O(Ndti7HF~BJCXhd{co~|R?=|s>qW~xlt6u1DK^pIpc%y$ z^!@#v^On}XOa=+*>$_XOkzMdWU12}s+Q7yZqdD`bwPX>yNAI47Tdtr?60~P12hx|V zo&Q_egJ94Da+H!}yZy9rg~PM+%?GNwJ8i)^q0e0$dW5pH zb;8N&F@s9F3JT3Q+Msh=AH*W`R}+b+=Ao*cyK~b&=!F~skE1zq0{X-}xUY*m)r zdLwL_yMdc$h4;-@+AwUB+wJ79fCW!QZSB;SHxc+C56N8NpI(cAX)>007n`TmSSzVoY(ur~>mrvJcGS}D_ z!Y+f~X9_IeFMpf=o@Tv-IR1W*JHL^|XJg;SX| zEuO!9MnZi%CsvqEGxW{BIFt)aEpE^EEzK1s@v~}8OB@<2npgyKEc5WIbI=}I)h8%1 zPjs|L$w7qYG1nv9_6-ZtZ!wmy>K?OWU?q`-LI}MBJ1deQ%-Ld95*IA~s26J*DEir}57vJLt3cHi?pN z2fnX%kr$^z;=X9Jop(I~3p|D0#CMYvkzv}Rj*Cy`!DdXRzFQFxltk)7m+$DeFcQfZ z^g&2y{vH`NC1>GYjoL&!+9b_W)LIULlVaxi;N5v67h-`C z)yaq@T>q!R7Bgd8x2U&a%~;rwY7N<)LDaz|9Ov479=na*ASpP1A@DO(bM)8thaUtw zk9tdbAkK@2)bqPvCO67mfMS8G449fUp!*GH`{y1Cb!{4-KG0S=(0X77 zmu2lw`P(UHhmTXoP$TnHOs>;Uc)}~@ zs6pq?HYStbL`E>bTpmkCI45L}fg4v&7w$w{kCg-f(%mn$mhEd0*lCM&E;zy0$Fk%U zL6^ZjR@pzqWwlq@-%6KCQ+Hi8WHc=9w^og4mQDxjx#Cp1jq)49-%2hW7B+N!nTg=& z$na*&;cM}p{cYADJTYVPFUeXO{Sbx@6 z93;)ucU!JmHX$F|Qw^i7;_}QRqcgFwQNGjU?hNleiTzQ!@e+dW2`tfV8al&i>}b=> z7z~2W<=Dh(UK)A*W^c9$G;tfCP&-S8qv|jos;zqQ7E{JMIPt$>DHy46rbqbD)*i@c z@}00>WI}f+1~~wOkVeA4cIdA;I7)h1wCBOKnnL=lFw zjEkf=rhmmXCv=wM2_DK$I|5Jp-xmS7_!z;_(Hk?ZaxJtKu@ikV@!XHi%wv~~-^*{i z%Z~Z*M|mg##ctK)hN*l(#n-3yz|oB_!k?Bs{&(+%-Z{!jz1{dlLCRhPYdUq}Ucisn z@kQQjl$o>yv1bDvJ5lq=;eU{pNuLi2Vy3?SJGTUZ%NEL!0j2zU9pyTt9o7 zC6*z2eSxpKeI-(l9X9K`pGpC8dLidK@iGsdm%MQns1g1A8CwLNtIlZ2?4b^&h0LK3 zOBA=Sv5`Zui9;7W6^K%Ak7VV1G2>s*tl$b7DTsLsbr166jFL8^woeyIm!(|lzTU_X zRd*yUfG!DB40}A%kOP|EKj5-cwcb%f=!nOji54`Vd)Ebd&kUYc6amr>yHSZ&umidb#Ge?ySjnX$5o9-mG3|fb)neHvD7XMuX@t)hI$0r3IDp(H<6nzD z%S$F_<{6`oWz}Gt{DKYDcx=;G?5_uOh@t;FblK(YET{@=z-#nKOi?aYUaR4 zkPAX7B!}1;b1)P2KHxn4F^PbiQ*5b)xO?a6Lh1S#i#$qi*_0jx7L)Qoy zdUk|C&g}gWxlPrDM^8P{i(Tg{9Y&gH?n;847^>ne*HC6!oyzgS%LTm2$3WmG5nM~o zN}5NqJ`R;BucB=@Gpl6!Xt*P@{fm7*LNAENxS~t;`xu<1@~G>BY1c+!)eb0GNpX!% zB&x|cimW~D_{Ia@5r*l9W(J!MH+|h+?b-aT<-A1}#rY^N)bJO~mJqf|^Is91zoF?k zdD7X?RZ5k&*`H@F(aHb6MtuIX{0u?iJ1dw!?4tnd#AThDPD-?eemPrV&sodB*}H|_ zpC8&$=R%5!l&2f&>pmr*VA=h`Up}4z>~q3rFy`>6AuD2`vrMPs`eoX_v>p*Un>>lo zbQ*ENDCWZMB2-7_<7|X<3EXo`UbX#r2Zl{Y&HJ2Rx7CcwrRWTy?&+^vC{k4zn0%S= zbWNqI`|cAgouDiSPE^}rI6}K6f|#Yg#tC7Q*QE+^HSE3hk88o9e+(u?K^6M(?UN3 z&ySXoVh|S#RpgMke4k3r=(M?tN6F(GpoIFbRRcnG=XOF>{Lw)ow|mXzS!s?Rf(%z+ zYG2W-JOl1ukEQc28Z_H81oag6Cpwvv*X*V@~1U(zWdmV|mkof0}u{ZJzLsj-5!!uP#Pqn8->* z8eWb7H{03!IIq8E@Gg~@U?;82$5YCs%1#c>`N3K6JHvX+1>t8{!DM2wuzG{wcThQg z#w1mjnni0P#!@=$Obu7LUKdy%6ElI(+C46Fxc1|YH6L)SlH7~UtXk|w>^X12vmeOf zN0d!LGDfW5|Op}>j{=LUil{m;pXU}Vs_n=&Y>_ef`i4Y?p};od|sQH zlF&8M+*-&*!Q(1a`luEq@YtY1C$*rPp+Y}W7v<(87)TXi=Z zn{uic$dpX}-ns1x&y$E79pgrWt; zyncmI?4W9X=60n&g^+P+rUW%}QkM(Ckqtb4p)<7CWd9i%eN9y&WbG-9!kzq_$E)*$ zG>f>jFoR-Y3l|cr=BSUth;WsNE3HGMFl6@40v&>FjFSe>^EK;7+KZR8LwBICyUT6u7@G4A<=4A?P)@cXK@@zkD%q)pLw& zEJRDp|BzdzZ!x2q?LurH_C(RVc@_*@P& zWUuk)XjN`Lrk@Xci{F128aZ9(s~|Wts(er*Cr8H&#ixqCy91uJ?DtlDsLYKXdLdp@ z3&2uv2?~xH!QSV7B2E{AjmL3uVke)05vk%nfhk41iTEqlMI(DzM2aXO19#qjX+CQ` zMsBK4eBSgxEj^P;7-Gq6zEtB0w2pJ)m4$pHoyZ&Zu|r#6Nk{#*WErB?eeV#&7^O$m zjqa0K77~yh6&~_k9}B+NT%qcnu;Q_;%~EC0IPwdJf*ol4X2x{K4MOus|J_)H!QsX7+E% zD?uAG-P_gZV~hRtj5vc%NR3q*!L}-!(pd$%vGCt5k2TZ#@Q-YN{Ak=_5u~{%_#QpX zbP_+19zQjJ48JkO3A`bVJZoB<*vn#gxGmkloh(pefWbuGVENxEcC{|#!BdNPE{@ReV!GV!!-Lk!lgir@!n15)2&lculuJ1H`%y4d9KYK zQ%@Lf_~ug$6^Uk_U2!vBj(?4p5LL-Ub;u$X_}j@d)V(aa9U~Sym#k-nZIRt=-q05R z!$7;+cIVyMg>83JZ!i5|HqyVL6r zLW!ZnjReiOPb-4neW)<{6MXUzzwq%{aWo>=%+olCk`aF4SwZD0{)dX5H3)o6YC80O zEjIUb!&zC%?$h7aHDRwk-Ysj>iKPFc%LoZW9g3^l4^W^DYTWd%I)Xh2?EZ$+uZ(ev zLOtUbP9T2L`_J25Y{>%x?sY{nOY-^bwzt!UG{1Keq7-xH9b>MQWd(!gZ zN_}`@c6UwmeCD8X`A!rG(5k3IDtbU*EBz7-;yz(lzjg~`rM0%tr$r1aaZ5a zQuFr1!)T|5)~?v6&`V*2f@k(P9Nb*!H_j4TN)ck#Fy_YwNC^Y2EdStRgxi z8K)i>s6Hdb@-_OmeM`G6&hBzSxD%Fnc zQVmlUdG-QViXR9|Er3@_+?CBG5bf@!QZaH$9G0dc`51YVUO;?t8f)Qbq%5GKhJzyX z!DBr2Ts!~xj)`ynajOQ8pKjcM_uT>aYFA9gzZ6HtuNy|5=IvL>^58M9#Cf_Mp_KSMJNL}pD1jm36s3HtzsOW}IgrHcEK2($htmE8@CB)EaGCWc@nurdmV!}~ z8vykwdArd6@34l`U-k^^G^?P z54O+^<$`pF5bpG=SAy5{78~ZXEpozVn1#uva(g}(_+|$KP|xsr*Oh|J_3w#&F5y`; zFLX$sY^}k|a9J!bOQ`%9F7+c03%lxqo+C{YN;lNgLAs5Nke2&Sm827Q{(^QtbQX`< z+TKgq!+d~0k^K^)oHSxiR=j3*Cf7GMS@r%+UUk6;n<(|m zFNt{)qW+AEQx>%s<$WRyi~9?xfuUZfrnSGu8uJn>A>G?piFR>Ri@&-fvGFFt%u^=N z)AQi@sF}@wf1s2!5HyFfn29GR9r$$CdR62+)J2UiItz4KXKj;DRi3Sfj zDAqa6;ZqZ5BEX-foWZPh)w^dXYr68W1C4}8Y3K(d%Xd;BF+nnjlyZcWw*7(A1{}61 zim%{a8Bn6!vRx^x06T(sxsLE5umuomtw3m*@yKjw=q|qLU@ypR1RUJ~Pp2x_tW)+I zVF4%lMzJej#&{+2fDJBNh-OenJG3OJKq^4X;FqtV_-!G4>qCKn%Mx||dX4NVVzp2B zfsf8b%G27Q&h-(p`b{4Nk#q_YfUM$(JLZ{=T8?h1S@45@I*YJ_FJr;upiA9kkk&{B zA8LAG;_lg3_Lk1Ya<79fYJDj3hz%#c=M_i6o9X!PEdPebsA1T4e-gjplB@?=oTNG8 zzFDu?k9T!$5o_&STQ1D@ELCXa_(qW%jk9z6=R0dbJ(e`}&te{g{X*WaUjaR&(&lv) z_wGB;F@AmLx(3}~4=Q62dBd?!{mT_W5+D$8Wp&bil|c}xO8W8`9ztib$`Zod2xoU! zHq1f-aKh_Y@Y4k=Rzf{)o!>dR1 zoVac}HqR+5IoPelRB{;qSRenf=ar&V`pYA$8-ntOmwuH;Za<%*_D2-BY$NnIc}?b+ zFy96KVEq$TVIo8gT0KPO$F)6Q&Bt0eW60tBV1XN1@q8+Dn;`3HI?34nAxg9ba_8VF zSP34NDf6j2VfvaoV_QZHD?<7BHe}w>c8Z%?|wGHp-^?YOSlt$Fi=2*;F{9Lg(Z- zcem}sKJyAKNba_(JbF)!Jqmk#bouS06|4y{c^Yk+F1O9b&oWa&Z#s{4G(5>RF?!(1 ztK^Cm6|!AP!RJIsmQ=Hj+4WnR)hPwPVWy`-wNb|s4|Iwg)?o1YW1|A$pJj$;$y+sO zQk#&%ul~{^Ud2*XhFW-g-*a3%+`N?lo7eYU=jkk=>pv6f!81aB|DJSk?0~-3@bLlmzxayM)Nfi9h;O?eY7U9fav$FJJ@x$F z7yGgHAYEXOkY93y!3LQ;XB)}00R>9+*Zrz%LR5*}>x`jRBJ7yPQt=WLNbJnGhVtnF z5cB5^%eNM^vV~`f`N(|8%16^sxie5}F8aXfJJGoUV=gb#E7?e&;@{9xb=p%r?!(qS zb&0%_Lk>$Fq}8$W71#C7lgXq{t_(lq9O&fy9*0~9fEqcw*m(cGh)jRvh&K-Y4f0TT zILsJ`U@#gq`X(DG>?oI1CcJU8->zOG`s6q`%EtC;kV134*0#AqNShb3CkU63V+>k- z^5oQGNh#O-9ph_m^<_sMFNrzoJE00pl!bFVwEJ$CXTTX(g>bwPAODo?L2vu| ziEZ~A$gu_Q9LZC-Nl;ws^*l!CPR-C#i6La{A^dyYE_sy)Tgbb>S{-w&J$a*c{$ln& z^L*|_&E+y?&~%8M_l3-JMo8s1haditPRzXLAaF$`*lKqd`lBLb~0<@`3@jL-7oB~@<4*ZX#scVj6mLHnh2_G zok&UP?wkKLq21j2(`n9bnmej$?s^tSeuVXl{e&Nck<<@F5(d_y)1CQWZ$Y%>?$05} zV=$bgX)cnNbiW#41TQ?LWX|;&x8JH=FeTdX6O`Tl+iicHF3_<1&Ft5;O+e1@|Hjx` zhDG7U-@Y^`4N}sebc5tjqI8HzNF%9q_Y95XfOLbD3QBi(cXxLW3^2?vbNK!5InQ&R zd*9sG`~BYEz1HWuR`8Z9w;B1ZDe+_}$^K}SK~GY-GsItNL`loFUC$n!zZ(ao7)i-Q zBwhJPSJqW5nq9d4pY`$S-#g0zW#7%q&}|GX#k1vh-q9uY+-KUhyW?x_Wl{*#0PG_&p6DCov-1V5Z;p+oacWt+`%*VPLAf z=U?;;6&KRdZ zLZ07vzWAZD{e-Su{^Z~4_KsnX>6q0S<~`%S_CyqC|M-_&Xl97L5cagS^Ft?+$|NdH zdig6_j$PvC=@`w2L4^tf#1CdAU> z)`C}6Y$}A$#&o#ga+(+#s|c+Y8_(5q|bYsR!B|Zvjq+}yy{K93|W|ZCTqINU*T~#!cIF|I+|;_ zBKMo&M*4kTSbQsrWz4{*8pF~#oHg~d!is!?gjn5FBZHafYxI;4+S8?KZn4?cV^r@* zEY;w6){Iu=e+M{OJZ;0BPt+%@elssJiMUF|1b-dUu{3?N&Y@1&A{pnQ%1n)q_mOyV zTWl)=(~0>i3thY8dU7d5HOW{CRyigbYQMSl^G9|zTS)Utg(jb2GJ}G$sOPM6$4hT6 z*$21BYBO7Qyn*}oi0Nni=Ol!DoBB2jdE;SdID~?TIq_d^a^X%>jZD=7?~#L4*Z-K~ zO0)Zw5f86v=@no4Y=eLD?6?#T-uMf(?Xgyivk$SwX5uyik?Z;~XM&$YHt_y^l!;97y-IdDCK2eH)FxK_yse*;M7KwQ&-Y+VRA~{R zLnO_W?ZDWLU(xXr>3*hBw~wefi#FHZ%2A@bh{3)v@l|cS-D=53ax>nmi+c@iZQ+8~ z=rxU-TP2l3uw%_y5yp-EUTUk5n~4=GMu(UeAeZ^b?#v!=8KoSPPq!Ciz+Sz5ci|Fq z0tmEpvBc6>u*E(hO}1X|P^@))wbRBg!+<=E01@-}ApSRSC&j0KbK0NQqknPl)CgMB zAws5s5f%oilpJUQCkrT^R*RkN{|mRH6m#tBquSAmvDaiJ24k4wTJtwXW%m}r`CmbLpDY0$OV*6;4#4K!lgT|Ks>ptrY>Ys=fW)pn zgK0DXkW}_c^6DP%R&w0h@Ffs_y3h1Wr0R`|2K8s+B77dWM-DptyM`c@!Mnfkg>ONq zXESw3$*ppM2`@Pk(GCfN*A^coQt%0WnDrwd6=tY5v_PPWDZSBohh(Ov%aAV5%RPz_ z;L}Pbk7Qr5^ze*guNO-_`fCuU8RUC7tKOi+WWJL8*UiJ(e>j&Cnm5t!`EyrIi=$wd z^>i|W`$-2QPbC|8(;|*-L&)7ZJkofP&0y{2?opT3W#HQ_u{>ASK05 z#0(hFZfJgKZz(z^NN?7BpR^U=FY@j{_fu@D0dRBrlIj2ipc9bQ+?JFE7GQ_KRKQ<$ z>1^@2%|!i&pJ0#w-Gr2F86)_-8fsbED%Sc~S-3JR<~+WNhH!%uy!3cl#Vu9y^=<3d z4|pK_kvGC+y(_X)?Aeiw*xAFaGZIqs$GV^_)6!-nACTR-Gi%NG8W|VP&TV(vc075H zQ!(^oWsruDSbhEDoLzEh)z7QWqNh>{5EN3p6GQ6&@h~yZZ)=VG|jhu|q-V0u%4)RIDl7HY# zTiN}&jYg4uw&tQ%yx|zKQNRmyz=<#z`c@-51s{LDW7|3ZuLIiu>_BVJ8=fr$jGF?R zCh4|Sbq7YFrnv&#qE0nz8bK>J{t`P_9c#d$=vzHRIRnXJ*O&T_PG)uj2`lO_rmFNp zG!F_iR?DyNwfL0Fxiz`zMv5J$MUO=~-K)v+OM$55Ws1SJ#Cym?hp%%{i~F>K3J?m*|J zw!f0>2%mr-Zd^7R&zDkP=nZkV%H8t^4pIF2qo>Tdsv|os`% zbp&P!IKGMLL4K9r>}Nm6M=h+$Rx15oe@?~N!G^fyZ0{6N%-XuCi%S~7f=L;i

&>=CLaEUqIODQ<(1!;PPRYqSP2)YnA3#teHxwb&kNGeR22~NCq3WvWvV^ z)RquZ8TT#V^Rjt@*9_xc-AzlJ3Wy(3{78YaIvF6mT{3}Ti^W0Ba)8lc+E-aMns zHN1Rg_a;bQDt+hFRsZJA4|Kp%cPgy0kQt)ngqQSKDYb!`SofE+_cFHr3E!WUSS3z9TLu~R_&lx-?d3cO^shUW@K;UgH_?XPiVgx+(nI36OqAOt|W9xIciQz8%wz3 zu*+njQqQwA{L$!l@wmi#_BzsQPQO(1@c^+EL3EdUjC9sLdp!F9&qjT^Kgm{*%8*IU z4!ks8axLpPu*O>bmM!&dE9i){Rw(|}52=dNd&^BlA#qc-?3&?`;d6xGSAI)?+4;HG zomrmvj;XFqiOm&ms0!_e?lg&4_G2Q}vCblCy-9x7EAkNC8cPH!$YR`%K9wiF>Md?oxi~z;lPuuA1=lnA%e)5g2Omvl zEZe?L7zjXRSPK1_5bD&#Y^5mVcsw^jF-_dBu%G+f%C7_mnLRGt@Hec`#vi9|m&7z= zaj@;9cFwhM-zq8(Jk&`A>{%KA^+a{IJFO<{?97~wQ9`HrdMEk~t@X8AgYtD}d+8oA zbe@C_z+KqUqO{)p$o6@yLEW@%?;C7dhd9Ae=J8exIi4GezCAN=JM^ZRBgBL>6w|5e zRge+KCBQoVnx9WW7m=gxJC?caOTS}V79+`IriJS$RJt0l2Xz<_T`cwR1~;vj<)hHo zZ)hsU`a7xdC-gJvWUT-EYZ6&07BOq)mOhZdn8WC8lEq2EJ@|@c>ea_4#*qh^2tMQl z5nnA@<&Ay4vPbuNGkVA);SrtAW62VwNrsJB&>X}9`-zd=ZD|&&aF>OZyvP4=Z0X z>hPk1+F9T_%fN?Sx3zD%N&18~GlX)L*O-0+TVfq=;TD=_D_+?8ifwT#lO?UFrfKz|cQxHs4vc@IO0PSAz0JtT7HacCObMXMpZ7kSauw(O zbkrJ)mJ8n;m-W;lPUVf&IIik(XLbqj{AiveX5B)EYx?<~gE5lMdKZAo$vthsla2_L z!F(&1WXkR5w<=w&G$C@=Y|fsJvIp*}=!MF@=PcIA^-WY)x2L2U>9tFvB3eN<6Qs6D?;~N2&FaPRqf9D{AywY!K8pG4V*nw4R9Fl>c=z4FYu+%R56I_Ye3aU^qaYb&Yg=_y8@woiM2uHpgI0L^mo^5%SI98ns*P?8!G8d0W(GR>p)J2{()XDAAJj0`tlR#YgJ& zKXWGSQV`#%h3{Gz1<935m`1~NVTkXYRWtvzs$>*9Ufr&N;f%(NfHgpUHC})Bb>bxg zw;g?_Sdy}0dOJq$M8B|)D)i5LU99JP5G-*{?VLaWT$|XZ->OEDk1zcd$m~ec z&aGL@(nu9Bg;U=LjB&=|CD*#2(;gNhIRkRy?SUp57^<~FeM*nE4HCr=_Be4R1qU-4<>VxIl$l5;!XsY{+@j+LCbQFv z4EELsNvCnPL(!b$J9#moWDK{12RwApj>-P}pC&JS$gyWq=V(u*#w8hoh9b>>P#(~x zRYa9lU(8k+=TMw-`J}BAxz0VPxlb4~f$Al^HROPKGDX4~1|&2Kj9)Ktz#35%t}UG2 zeyhBhKb;mdg!Y*aU^u$(52(Ki#@kpL8nelcogArFSwsCK2i2^zu6R>2G#-O4bo}5q zqIjnEuAM)TxPE{06sSs_-MXlK+9{a?_7%IS5!2AV21%Oy2lp<;e8Zqdb7GUd`=#%l z_7!U^Ab6aTmHGwYnVGk?Md?1mZUHWad$SzyG}^_2D7q+U$qB?7YewrGZ0UP-xk( z2%@JfqFA!UDt|Qak+Wou3G-Suo+$X@8`;^pAaBw|IQ~YJkBp00#Ty<*`>KZg4OA`z z7=F2gi)8o4wxHIb&WePGfpMF?o>vAcizc@ImUrRbUCqW_(@U5H~Mr(H-rOC;8H!${T_3br1HUts$W4LC#Rb8v>X3-{b zO%G~v=+i4Eof?aO1i*2n7vUih(Aq)c*-NM)kc0{x@KVppt8*y;T%Tedy(izlg!pW+ zl+LPY8MTSld`3(mzVjCxy}$>ksz#K40T9 zy)hlE^#=&m5=L*b41ukihk@krX^6ORv!dP&{gignOYepK)9$z>EWTCbHvN5Tf<42` z+YBlsEY;gRr<_$H@2v1lxt^rJce{+xkIc{lp&oexc+7dxber{@uEBtc;{DY?DxAil zCQ{}R6HaYzxrK%jtnYmpZYxD-x^7jO@YA`W^6cRlZ;$Z1B$nq^_dCR^xny0?cn99) zy`_u=uBN-x;QHJ>9RDNY5qEqfOPy!JP1={jti798?o?XzPsMijw29$4m1}yY+ICo? zbj0e-< zbBDuYH?4n4IR@r~r3{O4uySv&=7Lu~?*o=CH6^|*G0e|oyIFfcY?F58(oslj*)I#1 z4Q8G-(mk7-AFgVc{BHD-cc!Rja~$Fjb)8nrAiye7SD39rHjVd$6Z#qJ9Z03UfVd!* z+$p8govEajRbsK%o%51OxxH_@Myi9?EO4LMSI=xOD%=s^9*j?t{;EFnG61h+ths0F z16dZ~0}n31oct&ZWXE)6D|G-%%sq%hC|}L$ywZ=*IC@|GzSe+`kIF)x`}!}8L^Gd_e_?ws&kaa&jzJy znO^CUbo>eoz5HB#rqJVn=%CY8KcfHi%oMnuW}VZezH{)=#4 zL(KT-LpD%Sa{0_soY&jSQ@NDu{B*V&xGY5x>XrsW}o!8Er3oeoz-Jp&>dvc5&}Fr_8jaBU7j5m&v}Z>q$f^H|lHjt{ms)XRqZu znZ3`Ed;!~%l&s3Ex#GLKHL;Siobfjz?0m%wWjZ*%+|L@cSO3P4C^yD!>N`DNb>qI; zZX!e-rCcO?BFCuUP%o@jD6@voJ_g&dtKUg{)?4UTlc4V#^;hF%rUj2`$otm22gYPs z-;;@vypFR#H+WqG&QdjoX;PGjfiv{}y9_?YME<65l+&7<21$&!Db`QQV`(u zy+~_$$;CU4_eqM0^1$`4;Ttfi&w$3tUI*}jfo6_f?asOJ6Ru?+W_F>i=m__?U{Vs%`o{{)C^{m`z5C_b? zUKhXGfR0gQ?+*A?k)u23+&}uuST^XjTEpWYtShG9NB}{u3s<4_HCtPl6H7hR6_b6T z#H(H{h&fENdH4bQu5Oyi---bbd`dfZ)2StntvE^_d~8$vXzWPmGvLR|^5=`dnHW=s z-knIZZA!utZ&S~hO+qRyh9!-UgI9(VrEiE<=ABa0j%g*%}o7I}u&sOB1gMpVLW&HI5E(v$O1K=TZes zuVstRSc}eL+;^F#i|Z_-4bMyZ4!)^ta6PF{8i>ceKf*CM&Ka1JakCxiJtGe2lg(0w zd;KH=9is0slcYuAIp+m2)MX5>tT2CAq@XS+&Wt`!5Xf!ZpQlGbVo{`Tx=$1oi{xb9WCLSAE1qeG zVP*5Fr|0!MCgs5fvzVRmUnuGWSM_x8+K~$OInJNgIgllQMDSSyPX(|s{WH_Ab)H7N zkfK&QL1Ix7w#T+N_K_AMz;*QA9A}MS9B%k^7sL9m-~my~+Ktl{3(o;Yfl$BJ-#5`J z-bxA*0FW*tC7lK((ii?~rRsSz0%qw$O4dzkl*v`5qfgFh|!w^rc1eNJA2Ne0s8ggg-gK6>-)%AytHGc_RqfC!#71Y)soOj zAdM5}q{Oo?>ghFSvD&I&SZ9J+3D{$pbizn1ACr+!WRma1_%fdkD)2Njvr0nA7aV|Y z4$43nH;9)p;7n^d^aUL1NG1#Yu|OG3eDn@Zd=6t@^0m@pX6#k-h`q#hMr6>Tikvu6 zlMAv=F~sKPrQIO^o{k!^FRQ;MTsqk`Q1|z1O>1PFd7h`6onJ7gLBKh1qH&Vh?-)FF zAD>qO$VdAPHYte!{96ji4dg`0<7cU?SjOcT z12&{(Rp+`@SJY8#p27C7{Oh?t^yEfpF4oujP^P7G>YT8*V5wLqNHn#u=2p5Nd{e?! zJshbm)u_?)>%MFVF>Aaa!9;w=91bN)x*M1{8fW|K2;5T8j@EBRMM{z#kAs{eJv#(8 zZzRgMM&kzz_jhY}dzrf9V`y=?CpX8<4ua=&^;;M7-vZ9+exZ`VAZ9`2W!GTk4jCm& zHtzv3726;#7m@JIa+!^^B~A>17d2A>wsX&UhTaeDu7Ru4k9i8t`SSdG6bucWb&NQH z&mrQbRnrE{M_iT>9OX^6j_p2arwHW8F06+YGWbu&?JSjo)XpOMW?{KjfGu-cRrZU3 zoi#9V9FVHeq|A6|?Q2qW6X)|v9*V(Y3%!N(l54oy_FX4mZeq|H zHWf_&<4?q8mkH!5vLn&Ir~mqa`+`5ZC{_&ZE~~b##r{nd=}HJKUA->{dVD44L84_xe1vX}|pouB+=)U?DQQFa_5A`93Py z0jGWw%);~U1cw)PW;T{)vB3wKit)|f<>Q%|v0}I+mg%2C~$coC)uM5BDu%UcW2` zrG(GZ{Q7>bEw%})ZBg6hwZ&5a6$hMgTBsd=oa9oVS*8OmTbL<%Pbmuiy!Gh9%#bLA zlyrxbfM#v@s=&nCG04P4VShzH5_4ocL^9XIAb)O`6l73TGQD2X~!@F zgl}C@r9{QYV!~vuHcc%S?HC=IYY<_*o!;;b?8iaH?~_1z@H;1cLDkpp%O@Gwp~-C* zFG1)-(EHVo!3Xa)Q+~W}FfMwyN*LN`x=!+v>djv#ySkZr6w<4-Lz4j1Y=xS^(|Mm8 zm*Z1nHeYXlpRSZ*ZWUdo_1QQ;^1Puqo z{|&^a&cYyEW8nS2jN-&8L3bkS;oe>pGa3^JZ2dgR(-aZF!}F;>P`h8hG4%4<_#^|eX{Pk%mVKv zXr?Jpe2>LU^sfpe*p+agDxD`DXaYQz!amWJS&N&)arWYTi(Xqe)X(%i)V8LH5?T&- zxB&XTjo-1=}M!Yo_#y_<({b4odD2J5`sZqr%h3|h;8pAQFx_V`zL0Nn}wM##P zq}ZI^{vo4OTtH{ln}1_pp4ea?4}Bpf?;!%PBI6rVKjx+W_M*Wp-9oDW5-omn6-{{$ zy*~tZg}5OZD}uLiQ;*b~x9g9dI>+@hNP6S39L~B!z>&g$?WICMecOsSU%}fPwGgM+zlj3#{pl^LF;f4j z>f18yx+nXB7_z8-+T9cIX*I>NU|{;Ei$B}==l=>92IsQCC!(WO0_wN3L5K_MV zb|QVkQYs(3FHY#GSr5$-BD@vCOi5x@lO|y*Rjk}=D{jkksnWZ0Qq*}ZIK2?0zR}>< zY9pdimB@_0s1gm&w<(V-vA2azvSL}U?TJ^MbAEnliV1;4%to2jTVlSrKSI>~>iqtC zQ7+b#3gh^}_9eD@0IBTG5hG&Zxxsil#SQqaBUR`ZcS()O%JlEeR;kc4N_sEA+BK;V zswx;GVpSrsFCEimAUyD{tj+xeS-TUO&o2>sSuefDYh2resi7LCGTzy<2B4)vlfutO z220=m2)Bya6^Lg)mFVAc2%jD^nl^&vrNirIZZ~{38Sm?G8BROJdV9V&bEPPENcYdv zs!s;Sr&^!Nw3#4ASmuH=yVk; zp`EPkmA%-GGd0Opu$u8~NZ>(-{XjoqOHqTjvZ501Zj$$TBItfluhV+x{BEj5P=995{={~ACotGX-lx7FfhrLsIFY@N2 zq_SZ8d4bA$w*;djZ@ZUn`~?@cVO`hWg0)A+wOi!g=X0(nvC!99qSD}T?i;g9+$-zy z#KQF@873*uQK^M6!8cyAo4Ay*b!D~p|1%#VEsg73p5{Z(9xi{bi_#8g5dnR`x>Jwc z-9<;d#;L4tlX24)a4mJdOsj6*gar9E4qudiJp#my=6vYZ32DC~jh*NYrw+kuEa{!f0+$^3))y)S-68=H5^* z+vw#7ncdb_ScPXp(WVbcjTI#S>vVOZqf#(9>L{47FHA+k1NIJXx~`o=C>|8mzS38) zJskED5v*lH(KMGrWTN~n?;vbzEFw+2JCkdw zTSgb<_D4OO`NPD=ce%G!!L}py?7Krs&Iw?UB^Ys7COYzva)3mB_D1}Dvz*Lf8ZUCv zF*|ZA>|B)KX5DB5ErQHu4JYM3mHw6?KJi0c<%1uTwcH^yfRuyYTu8Z2yvIY2Bs71V z*g8Rn_-eGNCfM^y;gkHpmghSxn+5Fv-Iz_3G!3UJGRd5a<7(TEyFUxwh7AdwB-_#> z{GK%`8a#Z^(i&EKR6gMZG9TlD!NW=&^($W*p%A6o9MQ%q8GOeGt(%ckZbHk|t07<@ zvS-iT?W9);IL+ZVA1V(gS&{^}GGF5qdw`{@+`IZRY1c z_8tuXh>VST3?{*yQ`3wgZ`#Dc%|r1aZwHF0oZ5b5rRV)IkWTJG$NA9uf2d_3UQ-S8ff_T_5DP(eTS#{dt@1XdI8 zR5e&~7jt}t|2oghSV~ypTzwE$(QegI)Nff87Aig? z^l0{B_(l<!!tLi6LAMe#Iq9kG z$eHTC4Pci{#FgktJL;|e?A+6z?W|qJq8URbGOX$*c73^~x&dR;-%_IHX_2bo2!8Bc?)z6d%fiiOl_?>d1SB zI62iSaix++#C>0$+J~&g$A4XNg<|TVx&v|da@pfQ!vdb_G3wS!b7a_1ZIdz{Z*S-Y(jqJy^X5 z6GL*Tb``pYl(xr9*s)+j@IPW7t@W~F3vD3g79YPPT$a{8X1l=dUDz?O+U(^cf5+au z+z1td#|NEVyS_b$+1)an95*;Y?~8k$&y`rwGV7Z7TD@~8OhCdHVZFrqNyg}@TVTvQ z28cy7P%kDJX3NOoXvi*HiUYUW+-)SFV-yC}9DEcHWjh8_4bP{3@IDL85%+c9cS+Dj z8!2I>{H0Suz@*nt6w0w@f1Jk!E=*6WcpS$n_vT9SKA>vXZY;za^4OBkm66YKbjT;` zyGpJ+$mSs8Dg3?R^X>cDEh%sA&#rx++LxQA@I#J;d` zv0b{)RXW_)m>9~1uIyfJ#q2f6B8vh}WjC1YUjh=yWT;*T;3f{=zZc5ajz{S2af&S< z0WO`!?4WB)slO_rv|c0oF)LF)X>CWWNucB z!ZqAMN&VS$f5IldVO6_ce12m@Q^w+Ap|mNs?pgMCb{iU3dM87HW8hjAF`z%Z19zG- zA>sBAN<{tXqw=OT_U)>rJBb-d380JUxSLNm=@V>u-BV9;}kj)B|%>vNIxK^y4%00`+XRvI`xpf%M zO;q`s^}%n72#um)|CbZ8o6(_L)Jw*PVK@R^8WyDa((9#p1IF>!C4qIN`ynvwuh0HJ zLetW1xk$ccW%m^eG~b#s8Gjn}cMh7NjW5ks?5V%xXx5MTRFaR_JLCi+h9i3Rk)NN5 zOD&#@2cGly0-X;!V^(IphQc z50m*sK*aCR{mxv54RbbW|7LwT`u2g?b+;jNA`Ji);9uF2LmkSVd^IikA5ZUFn%6cU z)%Ad{T^L4u#hFuGL{2rMq7a|+Y_VAGr8kcYF6KQ4xss$yWtXJ;xkvu!;$r%yf(&#f zkIO8Zv=bI~9eO}%q#`+?wVThpCDrrp<*_Rb^u7h#6oD?QAtQ>m@G?! zKJTB^H8dps}^`nW*~v_T1nPlPV|2eg#aEb@nr zyi@E4+bM;Ovz?H*lG+Rm3b{{yR*W}0%1Y5ME}=>qY-Pa8uL>NVk&*l`V|k^v`>0hH zF(>4vo<&%3mJ=6v$AhzAI*1Fmk*ulcciXwq~gyoVu+fpyG&0jaj%)mIEL%cC1gAq6k<$sK5 zf5dQhau3As$aDR-VR&?AYEPWA>i@;5g+jolf04#yJ#ynw@^i;e&~N&X*Bk4IiE1?& zI$g9scp{9!S*9L|GQ`_#Q*H>|X)6|Ak42{`<-lGhW8eJnuqJMS!y8`QiMh3HG!HHn)CX`D zs5uJl)I#Iu&S(+9d+g=PKKMyPY^!#!9M2)SRmbA!0a1j=?3d7b>|uteh{${(^4;$& zJk7=2@{pV7_2R&9HCRuxn6ao0LUqc=GuBzVRkfxBA~v5Nr>7l8LIxcduy<3O9I;Z7 zStf`pk=lvy8Tc`xPnbW!Jha^qanl|v7aFP@#KfjIx*UX^c$zL>K}(_l-r2g}v1{33 z{OxW~+I$0dKGRnhUI0T+?gnEjnyC1O(-_5hI#3z5qYl4Dmm)Wnnprq^{O+6&^4!pt&=rJirKDgn93H*2Uy@KuH`~>nT^iBUlV^# z^h{zzaZPbTsnAN1WjUSf9lGTa7jN5t_G{|8V1*&z zN!y*UuSim0kKDENmgai0DU|*78*cutr`P0nm<)%ufDD{gA0(zC5yOLvq{e#+1Hn$D zR6ws+OC5JA z{^i`-JE@N}$llvSGz&9ptpLjls|ZM_jm%w8yHF|Wm%=*mNRdu}9&0RDX%mNUJhP#g z<~aS3r7L`~U3H~{lK_k0=!&fflpRDA-`YAasM06$0-r2@hCONE9Zf(MvHidHE%8F9 zfE<#Z_L+#TNXa5eHqW=KG9|fwuop3HQFl1zdzLaQ8!*`vxCo6L)YO z$_Zv$oLltPuQN}M@jtD;rw#sw{$+|``HzJyHwNl%#W|I=RB3l)!(TDtR@UBT=Kc5I zM|@AQPYr|6w1D?|(7GiStdjC{83WswS{${f`;<$Yg!H^FrvQz99$kogJR?p`O>75I z)LQSv$WEhmD2ueI#a0(%$I~!EMZCRJ0q{1KDDEx#Na6M_h=r~CfjH(x{xyK+>?Apg zFXt2Ynb6utSX-9Za5A4)Mq>z5;WDA~a@VBQx9!`|aUVO~=%kQc^WW4*Jed>fp?9eb6{4KJ5e>Oe__RpG*oagqJYm5jb z=c0$vVz+`~lkyK3ai7m+aUWjuCsW~rP}Iq|<03A}2Xngl_aiURHg7okuLyZpyaDEd z{t7fpY*LOGeG)36v14~%aN;6@)vP=3T!LNFo8fcU*(7o0!WrRwny zoQ4rj(rllk$Lo^Sg9}9U0 z^}ZgxM?1iqAg^bD-n1x~E;T93xP8fI=L@Ae(eT|AOZo_67B(`e#fAAv+L22zh)3DV zG_LTyt3TTAxh*^AKaPaX_nm?eFrt$J665SH^p#P$Akxn8#|GfGsKgrp+uix9CDr25vq0Le&0>kNMiOl&o;GXsSI5SbuJMf~D@6T4V?R+B8uFuIbDX_UhQ9AAo`*EDrpG^h1w zN-NLBDkpopjG&&W5tpC_bCB`vr zHBce{2p$(i2(t#Hk$r_r+1@%U@9n`E~wg>ZwbHon+djAw}2W&XR=+;&k5o z(Z~Vb-w<@snt(hur96nX& zr{8sW*+7V(#C_jH=44_^J73nu)y`i|aV5K4ToJJ3*DGHoptfcJDRFJGSy5W;i>zU) zE1edoNAY5{Ut)X@`@k+(7M>k&-X6*}zb0HxoZYI1gL`-AJq*H4+3|aU@Z6}$J=gVX zF--&1U!;UY{+V&3c9DHdj03}6$c{9<|iz%T;v}wTg>dWt{)F` zz>C=4-vU0Rnt2p^9ICoy-{vebvqy*xy`fs;K5%{)A+Yan>uLG|go__=4+xhpe(ZMvaqzD&O=U@YqrNIUk`7(9o-E^dBM45Th%S2nO6Q*p zjGKK4aJrq<;%E?+th%H^x(dBx*)&~!&Y_@{9rSEy_0Y7iS4?GCLfer|9 zh$-;*^foWH+f-H=*H|C3w`)uHg^TAgO!K-sy}TSfmxdtP?p`Jb47&zLc`%6WcT%LN zgwl=l_CGCgm&Q>?3hBhYj+5}wbt4u3C#xE;{jUvDRdJD`-67@nxanjP(5U0*rwBD3 z5OgLA9TOuykZ}r3AoPZSqTWgDIaup?v+aJcsw<-?ukCI8t8W( zscyFjOy8tA<5Bd4Y}o{#Qg6PJjGeR$LMxe`j(-)A!|U4^x@+>>iLWuRPNMAANPzVB z=V1ks8ZVPy1%V?4TC%5$=$1lBf~-XGA=_M3c&7!K3ECDjU|hT}Ef_z3Fk?O}R`WHT z@TLuUZb)(r%tMD`k&Wghc;V5D7+A~|Np^h8a<3V9-~2t>?g7YK3c(Xm2A4rEm6YP6 z!WG~=^?10+TJcG5L;{Mk_r7iX9^x)+Jr;QL9AjK;s&Y1uSKZp6=A!-?RvVkMUrLyl ze_&#k%koxNTyC4SXmal@xy{&>xawPUmkhpS`LSJXoM!^f5=OocKZfrP?dMH_*ByiH zfksvbNn*qQN$y!vUMEcdi>a@SimLtMl~z#@k#11By9Y$NLAn&AyBh?gJBMxpVjkfd4>(J|@NpW&X;mN3zX4QMh9 zj8K%9S$X(4?YQT1ba+0lm$%dRW|%y9{jR4kAX#E%a0rAkTb$+v`J^*l6u@mnFdgz+ zL1=dX)<{g&L%AgJq^Y5;0PAZ`?JMM0X{vt6o5)J?ecBhkhqz*f3WqPN7`&P{9rxW1 z6^3UTHDEuGJuUvzQS@}$%Be9*$;9-AY@+jw#op_Mft?aa^q1+fP9*+ts%-e>TS}(cfYVuM2(r5zz zJRq7^^}!EI9+F?d&8qj8UdWo?K`0R~NO}XYe2+2mdrNExp$L@6osEJlwpuatPgTJOFTiTyP$Xr;86h*YSs%_oI-)A_E+dlV^o}qo|FcB~Zk+Ew^`ZGUSUmz>g zA+4NO;-U@qlxzz)siU{9S>!moKK_Mp>4!83y(0MV2HZ4DPYMLl?9OHRih4lh@hveU z2E`g|;@C2f(*(E62GGx@H*(|>Ad@Rgp=g7AWNP1+%eTjwlthupePqR%eI~(>sQs^( z3r9}d^CoINj@eTB-vr4rDN|Ha^P<>~v}c<$e5(v%eaO>=$1YFOw$0KkPFt_JNffQk zbShnbZM+-4b7L5B!k;+Z(Y!Z8E=(kmV9@?+j;)gPP#P{NLa}s<%7D*nx_w7SN{O-K zpmF6Q`0mQ+k?vx7gyR!69M2%SJkP-~%e7i>mF2csWopS>qiAu_W5~-xf&`*rESZix z2)mCtpX>#lmF_N&s2?H?uBvO{3(o zPxlf;Q^K#Y2Z}@90?{K2Wc-vY!~`FiZ*DM#k{C$inRH0!eAaK#hK)}JV7TGqQG3mI zlhh!I`JwTEg~e-96DZyX-$wrm6ZDzpY%V7|jmAC0IT7&Fxu-tOTq$>2~8%Z3FcmM zfPBU^g`&X0urMN4Ll)APhdvjMhMPxCL?a)b5VGwOG1}znasDW>vtMlp*vmyHx4%9d z%6;~g3qPa%3s-X*#@q^~C6;_1p2S79ysUTi(so&|)URl|{p$t0v1YGmfc^5fK*ycj zGKD)5P>~NBqHc7Rop)mK$!8WY_I}rhF9zlqR?3oXukKF1`PGV=Ms6u&QFyghHMoqa zMH9U$Z>4k_B-d}rhPG7 z4}20InF`ihXJSBWc4|-ueSo@1**5q<&luJox=w@yVCvZz)(pa$7oB`>NCtOMc&`71eE>EeS|#oMt7%^>PxXd= z58IS_w`g78{_rmORG6LekyBAIi_7u`os_ld_Y89zZi`P<+eagRmop$g%&dI!q&|uU zB;ee&^?u3Gs%6aq>oFyBXE(9#<6TvJu(2i?Hy;Pr?@JvQT}HCjXYLlJ6bSqd`1{|q zjUP%6rmTE}rP+~d@UroGiF$uvdr_;yu5g^jUdd#=dnoKFD{%|qGT~}3$|77Nk3J(w z7`Sa$QHPNw)Q#L6IZ|SbRIl$;x0*@`XbRpFktD94fa9r|EWS$y`C}kkE&GK=VLU*y z=G0K}Wrb_l``_7<{Fvsv-H{L2h6CGzRR}pK)5&S%ft;pTPSHcoE(vh3TU91c@P07S z#3uk4WgTJ~eRfjSc#q6?NTE=gLws*5&PmtJ=l<5W^M%PP+l0QLL-;@ z+;`;!hLDjAy_f|ipPuTZy)3{*=VMdRW{k%x|GJn&2lY@m2a`#xjfnOc2ZivR7#?nj zFp#Y0DbUplnX3`7Q#&~b5)dGoXbl}f99GZ)r#S2`e+=7=B{g!^Z1Hx{)n!rAw^Hrx z&Lb3Erfy~_t(A|T`P}UChz08PC&FEp9Gymm6@HPv>=W)n_u2t6VJ8v3CIku-u7;md zOdl-IOk0(zStQqOcicTX$ErUKP=RuP0Khy1+}1#_s<82O{`eP7bC3Ruqe9(oOcIIE z_Dv1?tl2Az6)y;$%4a>$03l*lV%?Y1-J)#IHg~tLS?r%t%H}&Q-u~cDQElH{WxgAq z)zB@ZVSzcKUBsLOM~~QfMn6q;L=9cv3Y{V-kfH}Ovn^<6yW?_*2x6kQP@pIyAy-$Z z9PZJulC15*t)l87>TAv{Ii}h|9fQKVR32aBaV?(^vn$uW`Ft@{Wssk@G>ilGz>3SQ zwdc$DsEN2qlVn-eSdd17&LA7>_4;_^g`X^l7@`zD3>HsuH7`~wL}f0OO;D_4Z-nj} z#xan?`Da&L+TRD9!GYX0L@5Y65(To%+_Wi z!PVLQg5pUSm8!qYg|22Aszymy)P`B&4-}o&qkqjYluUt;j*@Yg39!|GQ;8DnzUCjs zxb!Ovcf6AH)&UOMH#S1#K;h@s(?-jNQ>_-gs2l5#!ON(-U;I=ERkUp?qxjvs+`Pr`wY*15?>M!#?g!syuuvRA)iBN?Iari!JSFfU9MLPdr zDUOtzP|&J7joNt_?8x*MbtUt=CThs?=a9OQf>NC3-}GZ zneP!Ua8XyC-}e`H8ddGkD&!m!e;n|8`J7fuB^MF!@W$?QWEA?nXl4*DEsKD!Sq0X{ z&a@>`->Wf9zS`OeOnjtGm*H{gX!OZ?M=r-Ff-1qBjTYmdxSFwf11gRSE9(pCZ?);o zf}})oq2`if-2r=AsQd(LQ8k$^G3V_<)@F+EFU!`E(8e%2rfgu0TV_IKT1}`<5;U(t z!O3Ye&o<;Jb-rq&*2!5>y5T(P>?|!V(>VSiC{J3)E;Cb~0!?y$5UK={JGR`QDQt#u zuj><}9WP{j@jjNn+fHzwj~Txp#C>;_9vn;M+0%`LTee;tj&b36J%ZAp|Fbwu1Wvc0 ze}d(zUX{EZ{SSwDsU!2Pdz!Ug7|!y!^0`0mnOF*Z9Bl_dGn)?bUH7t~WrPXi>po{$ zkPJ$eheMHmYBXql#EUz$3`K1SxfMkkGZGDtyZ|=Om70{_GqJ5!21x7Vsg!IJJ`mxT z+f=pRrq$?~c#Q*g%}$hk9<~u7Ww1Z%sv)Z0H3I{jf@2kK%M(1+Ux)|<=7CJq$ZOxO z-ag5dCJrCIE3>a#w4nw9HaI+_>F#~rB>I?6drbZdY^QVw^>#&EctbRaYWr>I*QSWs zY9yN$X{KWy9qeeiwZ=gcOCedWRg}qqZ#F^04`r07y~Nm*S7p4{(D&`|O)m_{rZ*5ev^46i%N=KQkyB#R4Vj2Y-0ibRdK+cmhd~XvkPC|SQ#E)(WRyB;- zJi?cvuowAU|Ml^Jv9|8fGu2w;qSE)i-XQ+g7XmcCAC%T|e5gD%a7~FcPN%dTqz^UV zmzqEoAnhzW1%8F3jq?3v2>>p$U>D_B=7*tbW#dde+Md|2UJJCo%KlD@A%2heFGCU?tFk(@(rVp9UsV9VqBf| z3*=J(%Wn8u_z_O4fg7mq137hKE`wxFgD+gW!8wm78g>F-4vQun(aVNl!+#(?Xachb z&r++(%o>bwZr?iX+6siT78pfl2dhXzHxbq1)&Hp9k^IiIcPOy6@lI^rsq#%~V_->o zE@hrx8Gq^(QXVzs=lxwfg}@H`GAT%9Qa{KoLk*Ukr@f0xN!}6!B!!MBbRXT++hvTO zt#2ZJ_WoU=;v(-l?QTFNx3$Nx@9EyMuZ-t}_lwd6yRR%Kr6NK-kDTun(RbVjSzbMv zkSO+wW5D=l))gyP3D^c!3@R1-pYu!Ky9K4cPU?x-1hkh0<--!VJ)Sph>%`p3Q~Ydmahf##g44`k*y$qS290BgZI&#MkA>X8!ZSr6VynX^J$eS$oLl7NSNI}5CU$fkpTJXD2l)%~kYCpbA@PU>9p<5g0;#P9wi72nZGuueT=Wkn= zZ%DU4BuWvI=MXGTS%8f)NnHfLR_oruP%Za36w?WYIb5HtMCrR&G`Va6$rMdp=d`PQ za{xYiAc?O&ch)M^L`B=`&wo4nIOB^<>Y|>FFH7Bg4|dEycka^8c2gyMy?iGwyu6w> z`=d^A5pXK|=sS2xvp$K^UJr;~Ju%$HEuu2Up>bOq6b=CoZT(6JPbn!kTeC9pXEK_o z*o!9|lV|Pwb}!9S`d1cnYoBxLAQ)}sck(PN)FY4MU2dF^0($+%|Nda+RU-}eb}7og z=yxsp&UN0I%dT?5uCKRymY5fDZ3C-;zE87QT{OUDSZIGU@6`N~F&NhS2OE6b%d&Ix z&n#neSrzo`;&^gdcj^EwnMYr6S!^0#fwkZ89CteUR8EH&aAOyG$&X`+e58^z<5e2X zL8t%tgz)D3Az_9(uOT zd|943y~+j@=Qd^)XxaArQ~dtDxFs_mfL-|KuI3%{T|#s{RllNcLr&@Y zg-ydi`;;)QgY1PrvaDEw4(!*_{2vw~Fy5%@YEKZ1(Wig?lWefq;nh!`jAh@T>1x5Z4wz{+lbJx#CqjL8lfBcSn(aVAu&{%`FEbe2T z2{?j$X|8X67BjIeKfk2f!zXAU(D84 z(+PpolD~95L%-5w$#*$knYeIi$vkE_}-vRRUT_H@< zTAR728HGToA>jEiJ!0HDUG}Dpv;IYt#Oqms_w%uKJ(-xUaGn6oRkPgc_uu!s|CreG z(LYv!@xXe_;F%T1b%&nBYU_AUH;+-pkt5fuu#@h{k5o9q8pe zhP#GRMWG2cH|_M0uy>}_h|e6LCUYT;c?=(H2M_OCecM_2#XTuTQRxs^ z=xshZj%vc5CXd7s%U{6y#`?SU*ew-^M^%Xoh;3254Nt6F-*grFSg-+7kr1-R0>3za z^^%tz{deL04#1wkQn-*JsA2i@@H!?o^F8ukqdSxU!dFD0xM=Utk<0EKB>pyMs#)xg z&qB$y6nz70M{>KwgH@?_M9{zs8^3mH=qO2?x2d6?QS-^~?=%o=ehLzS%i45a=l-gI z4)-Pz3>nCihzW)E+d%{L4BhhQ#a(-YLCE+bv0tFD)ajfmhA5&~fU7|Q zgtW^Jd@d@bl6(7ul(1C=<3rh)^z3q}BPo7qlb;MX)=-K7PofoaYE4#MTPSzp;UFDj z>8Ns$OTt<-px`oiW>*G!^ zO}#SLcG9lF_g4^Qi#EkO4onhQUVmgK`Za^bgv!B}x`6dpTcbViyHvcIA%)_2-N;nx zLt4o&0mJ-c4mzvegJ8768qUhx5_4NdhW`N<)X7=K*A)o8bvd$JYccK| zw+$%hcrULYe^Po4^#PpKO=&1HjKP-p6K45Q6Nnl5o(;-C-_Qhk6BSQtrrxDUcucl? z6vuj{Sf%L7D4rNUNMXA9ej92ir8C6PX(iG1 z4}~I(lEc(r`5by=1VgNy|4zT%2-%qA!(Pe#Y^FgdOnvT*ukUT=Wcr2E>k#uqBEWJucRV5q zSViq7)Eg6&9xAw>Jz%^o#j?}Kn`FeOZ6ZJ2+3aQ><#I^Y`YA zS)r9wOQ%Of$No>2^m|*|yqwZ*UE)o~7vUP|qs~$_l437yTQ#z)NT}VWlvgTG9NZEP z94dg;D%@8K_5tq|S7#?mxXkKa6OO>> z@3X@FDz6fO3ZC%14_BkA9&lU8ez8}LlYa2UeI!4I@(r~N8oGdW{pNXkH?2PY&9(sU>_F+iy&&K+)6K0NJG>L6av zupCI>cS_{*`@z6nPdqzJ1RIOCWv~X@?0a9U$RXNU^|}<_l`-!zU5~w;O26XXh+XmX z&nT~HEtZjy(|pKLCv)P7X4QA~*FmDaL4enH2~uAb z&dQnSZ)bbp`Fx?#u$X?qePvR?{A9cZ)n>muK;#{klYaPG)*X?#?+YK+vs}3z3&#Uo zXY>AtRN3p&Tj0R22sLEp>LgJG_3N$aPG~-K6RNPRv1aq`KO@MI`PX$u=4}-AXLB~PCB+mWW zNdA%0P`Z({zP>7^859qy)m}><&1KqY=3DA!uyEb@)$5vGH0T3cd0OcKE>!c~jQ_zlxHZPQVz2x=B z`%kkfAkH6Ro}db_o8%yC)}ESrUth#j^=c)CRgufo{=b@fk*v<7jfk}=4rp_0Sav$5 zi2i^qJ^i80*@GbfKwyz{F0_&)eWzsoOTJm(+umhNU!Ekcg71*$)rFXbL`#JMC*S@ zSp&d@BMJ6MuL4qd;z^wh2>$Gfm~ILQWW^N#uCdQZ$HW{O?PQO0H=r@HJ3F zqEN0qLV<68Y&*nMpBm_+IBaKpMlQVPNGbo^J4LoH?lk-+{y2yD8ef*s;SOo-DPc=$ zfXSk_-{X+%8Xryj)F4*Sc?#ny0uNTmI}iVW9$M>+Q7;Kc=1J@KiviO<5?Kgr!qgc8 zWWeGReZn6`M2sN5t_ZZd-oJPYT2a?OnfH}5xl@P2cSXaoPkQ5k^P*^x!k-sp#&_Nc z*{3uYGwj8#(+00|j;U*ufe1*%>y1cin0Sml>zf&xt{MJwPTxBV(%Y82t^I=Fg4k-- z@O2eA`9YQTh&ZO;$>d~~W8(!B5XAmmtLQs(lmEmnl%ROc4p3<;)}<1l^WEM=AaJ(; z6{nCACEjFau5Pl-8K^75s@DfM*u72D+GBkBn|B;m``P(fVQy7X5_{}I#!z-VjAvs8jhFXn~&w_6Pzw-4HLoftHFa`R@Fo$=qcBZEQmE`sG|M8(}$h_ue&bjmS?PcD^H*hJi8PID# zpF?p^)3%o;iVya`aKSJ|n)w7%1+Nm8g7`z^8_5670+c~3y zChc%E)p^?G3{y%&130JZ375qS&E6wKdhJKpMo1FCGk|(L(p8z05QLNH72r2-Z#U$Y>d%BdnfJR0W#EASKOw^=V$>S}6c>Ec zQaW= z0|57=N2J8H2w1R!yJ`;$o^s$&1{iAcWQ*E!!xdnSD&`G?NO)-P@pLa-7Z9xL!Y0(( z3CK=3A;|I8{7?z@Az*6nnP)i~}c_xV=o#qQOwqPlr!8m;So3xGZ zyPsf0th$uT4~qlt@AgOxiwV_d%+ty8Jq!>->DAzcqLTH$aS@lgB60q|N|7Xm%qnGW z@~J6iE18fq=?dx5*lRyx7wYgaV3nfOBT9sZSv z4C8V7WUlT{v?RAhB^H6{o2Wx>AzzBx{PT_GtKeCFG*KBE`JV}fQAB-ar35NzDFC* zX|3pq>uORHW?}Ve+5Z*&Y5sLJOQ00;G=@LPz>An{oDS8se}!g6mM>x+hnhRi5uB80Fjwng zZZO*BKnriogWZRtPsV|&2#9g;=Jh`9UjZL_}5FcWgf{%S&>hNFthyGt(H{3GRF|YWqH4GCm zM`k^gMyn{;M2#rU;i!Jv<2iOD#~9ol!uI#@yiG+_kqyxM$PDbakJ1@35;oWXYq~NR zKg14?&V%o#H4159@r~@h(kwmplvxnE0fW)dyyt|h=^@2yN@BLns!_qdiF$=5_3PPa z^*x=wYhI=EL7sL>c46lD2lC-WTaOkfwE%gD?DbDYD&fnge9hS*hMDld@MJuok^8a2 zeLiT>qY;1QE#8T3;Ro;Q@*08`@#O2iXvz)xJEYRf($15j zo{}5SFV!yvgK)xzf91yOWPj|ml`hqJ@v5!Q-sJ#cIVV?X>8tT4$ z!VQnR_dOx?)4i#X)cZl5DQ!gBnvpRbP+hSyfggG9Fm{}*B(+=c#GJaEx`drGd*J{DuOUT5TATKaC0 z$XIGAD}>g+35#JRvC&b>WllAXgX(#Pxt|Ae^Z<5P=t3lC9t;Wl84vxyigA~tqvM2j zn>Kk+gH96cW-t}!`9X`?lB>hbE>XAscceFJf&>Hh4g^u(p^^rNFL->5Nf`}QK^1z;MzAG zsWu0pM-)cH*TqwGBK~!QJ>C?=n}UMuTyu&)Jga=cIH$5|LQ^!W>kA3e%4@2xf3jpK zD4+62=9*;Z`sVB_BscXgY!0!5LtXd%L#jTn^mBL}7xM%>xy&cG%3RFLybq`Pp|{8? zoj49JnhY4wR+^f?7!de&AAxK4MzBM_JX@aY`28M^8d4bruXJ1r5tjyC&KJU)ABilN zZJE8_A>GcE^;+j>OhSpELeQUFIvR+~>@9>LeYamIa4(jEwNRT1n!%ynEwd*KHc3%F~;1Fs7sht zaKcX+XC&T{mc9wESfh$1(tPTUim6D=8C3LW7NNH~RJqCQu2HbViGPeqX1w;-7k79u`!B5G$e6G`wYpt1=WCqBNhmoY(hsUYH~ z*j9d<`_WtTz9N0g;@nYHWY*TZmrSvn``(2P1_m^bJ?jQt2Ee@-OU)YA^`AnOn!*1W zAgYnHxeit(H>VD6M#y~k;ga4h)D?n>wo-VyzdW*Cbg9j6tCQJQF@T48za$h$ndf}G z-5udmSm0^#om!yTxVlX?OIMg8gPmz6Y>6LIxxKPG)dd_$QR5lnFUUIArx3#KnHJz; z+#%6pUtI#@Tj^%bTFLm{C(n{`>1lbLA7jgq0c>+QXe70X6DEe#zj=v@lV`k{XS^G0 z=1RZggI$`{N;%R~AL;j?pukW3TQbUKxgF%O>Za<=xFr zg4mq3YB}4rmFaes%+rq93tT_4kSb428V4xeJP)n6#7K^f_uEPt%LM!dsiYt9 zm3=ABZ1gcZ2lV304z)jcCm764Nq>UX&t-+^E@dWQOQjKV+#qB?*z|AID>fp3X2HFoDcb!0*nTB7tZfv1nbT%+&#wB*jatFnfYP<%$iQa%Ufdj zIfG(Ewh00aFCk32yWV3KE~loe-+M=)jZ9L%l)HtC6r;`D8L>4T3QQDBYKW8FT`kvf z#$`o@E3~e2TU8t~B|Ed?xzO>CnwD2lyj@h#v2t5!>;V)W&-MHdQT3Tcm_sAA+jD;o zWOTd;&JW|Mo^|qTYL;|ZEv$1pDg)0ZHOw}!fK}N-kuSMTMk=dO+AZ$7R6eA7bGX8Y zcN7>|4QmdOPw@Ry>fB}e?Uxb^=y*SnkE1MOe@owVk%8?9)h$hXsvG)V|q>N0!o81hW5xF zP*U_eq?apNl$YCYVx9&(eP#cM2tbCUo4h)NRd;8HK0z%peHMlnE;@-90-Zz_Y}TZ7{^g(JsI zUOhgWP#*ecb<)J6qu+JK0t_WT#WxYdMDi|8PZ^;qR!Dr!?mhwPAf2a0*Irux?05NT^s~>$ra{cL^34bI z2C21iA0&4o7nWW+H{1}tW!LNp{KjrxmbHVO&7>q5B%1P9zI|1RvwN$qe|6GyY+zCkW5m?LXYb0 zhx^`7twHH6%hwXZ6$TXzJ-V8%dlh;-d}Co05n9e>b(Bqal}=1YgXis5hgSnmC#UAug_dLVD~tlgND@;#g}c)!s_^+b#p=EQ zbMP>8t@;-Hvbv~a;}yEIB8D=l z@*v$8L%Pi9dH4Tk8`1IxjeS(#1{}1gaYwYgOf9-|$`R%z)Iwmeh z-B9a>;VXd-`uJeXq2-C^K&XDRc+$q*`;;m1lhC|iV;Q`9P;juZh0~A6FcS7VBLGFl zh{l&xqO|0sJkXLx#0uq&GL)n_#{0)(B+`JyUZ=gD*C)N~NmB*Q;Hf<|bMiIAdS=6u zGk?v_%qh%=53USSR_u`;qouwltYb>vQuSvGTkTS2!SGNG@iNEH5aRw!}kZGYC zJlzrSLkf%a@yXE|+CT?%g-6HKiW>owK&?USlZW9{l$875oVIpc-aNml7G*)fQJ%#J*Uo-GLy7Ir#Fo!w?2|LzEEFO z983LMF^5x2*MA^={syyib@C&0(q?#h^|2E<2LxtM2#xEfs~x+pqsl+jbZS zJXZ)`vNjU47)Rp1=_sBYtxibJ&v@RhUA0x8dmm)7Js7YkX?MJ6CnPd=n9wZh~8WiNMEKeP(Si6;n6w^lLam8 zi^z{-R|dDH-!II8?w-FcwY!!*H`CAbuNrDL&Oe@qciEy(R=fcPXb|j5Oc+myUQ#0M zDP2q8q7$;({wcwG;_!NiO4NH+3!O_YOSIt+Kq}_>@#(71s3|pQPYh=CSJIO`g7nuHu>r z@d+Q^vEL2gL(a|m=S&*63R*@RrR#ou;r>+wiU!+mS`i(@?^eJWA=6FA$=zEJ<0bJa zkLRRJEBgj*Vn|zsjI2f)99fr~_q3?wJ-X(^J`t`9#EU5z(_x2k6Qn8r z>*-666>Vc~N|zDV=?ov_U+cLK=6tI%HsG>eR+T?NFEyj;0BTV6yScLKG?%Kx zU@l`RFfxir6&2q8<( zD%Njbptn4$_4fT}y=E{1Cd_0hF&hw_Z&z9lvddhByP74FZ4g|(@sZ%jsOE}A#*NyG zz9Di2K3$1>+(d;JDNZPPNB4@)6kzdVy@fKAs$Qu?e430FX*GjKv>*V|hv>b`Y=88) zPuhTWpTTwdQuL1ReQ5gw*k+CH=>}DeQ^$T7-6MEDWm~1P@}~7;4DPe4rk)qk=(M1D z*zrL-FwJJl0Wd~0U;S< zuBMBixNpREJBs6Fax~j#=bDJtEm$83+C~^6z%+d#x0;N;q8GQghGq`CPqo<6ZXx`` zkkZ1YQH8*eRrt7`*!e{F$ z>#g@VkRUBH46X+IQ~%z=TDBT071F$$1|WG)i;JQx$1^nbWJt{D9A*vPwOb9ubvcX!C7 zCyZk8UDX!_STTc)bw>E2-0D6fHgSDLtzz|e?bQ6VRST?SMZD=`liTt}p`5&Iv{aJv zp55`K$PfD(|7kMg?~;(ICWYOmo(>C5>?hs`qS-|1>s9;3Nt?2xn7(EG@>j_`zSq4> zFaAWPrv$=V+_?B>q@{2^#5iy?d1UlZ+31Z5Bkm2!X(rFFAmy6aKupH6^KlbAJ(zA;Go#!M zR_Q=Iou~S&uCZ%E^7a=~Bp2+uqxFZ^_rp$(*sxCsKPV%UYPt52eQuuyq>rvC_BWj^ z{)WmkjJ7JV>1Z8p?s0yOYBz}(%E^;Bpv@6$F0VVY=ERFSbFN#7FrvNfUHS<*^7`iV zS6ZTf@;4JTfmK7=d;?(aV!5jVNB1;FQ2rfVb-#SJ|21>=>Jq3Vx zNcGU)KqPy#^3g4^YQVW6K+)2I>|CMk^AFy$;2&q)$5h5;@9ToI&0Y-}A}u!SjL!pk z&01BtYjPOxJ?F9ga!SH-4-=<4 zjrWV$tD-PS$NR sY0ch7_F6i5CHpC2rVBqoHi?(KIrMg-{8!^KlW`z%(7Mg<5q z2;Asky<`r4Z1&|_&oVC7LC?(_PhYVAm+7gI<}c;46eQM7+NvA3-89fkn4^Ffcr~UG z`Nx~sMk5-gXm*5u%TJd&QNrZKGsuXFqvw=VRphc;mA_0Zg|*7uTYt~xA__!!^NglW z21F5Uh~3-4v!}Y2Ne=bf9^;1#ahKw$84!^FVNUuKt+kJ-w$)i`5WY-inT_q?F<8Gd zlght2lFiGyk6wPRuDS@;q>hv%&lFl55x`Ay>-xR)em+dIv01Y%j6rLrXBAjx?(P0t zOAO;t6j$n!a_Q5Suu;urc&{tP!&fWvCdw^)bZ+eed~Qw#RCe zu48t5(jofj9sVf)`&nLkG{Ralcf2Ex0^-pGU1UsmS^u}K=&?+k2-kR(3?$y z+ME0R(_i8Uu5m&nm*t%o2O{ND>^$!GsFUM$9=BgUb>g8}_GvMq2-@ye`J(X#JKZ{V zcUtkkRA$O(X3Rv91;-4OHz|{hZIrN3_(+*XHn!G`gK}Nh?JRjJ34-X5qC#bbzG*r- ztogs2Po3c;w?b(vUJwTsSEiXW-px}5PH!kd%&f1*(o*1goizK!z_qR1g0x|`c3Kt0 zP<}(dxNm8x({AIx%HPsV5Xf6q2B444G(mQ$Ln^g_CScdqrVT=eDLq%<=g6QYmDWiXW z=LGbrcP?WP`^2eAl%yzR&c?gWp)ZF131`h6E63u+vhe+0PWUX5qQ{pizECXLi1Nvc zquZvL*F}JnbX2c7rlut9J#*tf8R2_PbLspWmz9YiZN+?ub5d|<11U`n0HgJs*OQh> zU*|g+qmYQKTLVL&yanUa_fa>=9${RmMzvt7nczjHS<0ELN!hd0#X$Xl-7kn$6fxbg zxQzAdWpoQYMut-iG>IlP;8a!23DZR1XDYQHrJ%cxF(DsroVLe8$(AlP0}$tKE%%3~ zd$9SdC5sZQdG54ls`%e0B%Ah(gE*^ULN4_YT%L=ZCtQl{Ad_{Ch0S~xb+TN{4uPU4 zNlnepf57Q5rS22l-*T%??C*&Dxwz+-G4*H)@rPKSDE~?YDJKaBiND$MUpKu*m$sMt zYgD0Q<-O`3Y~s9>L%e;uO3-#xTYN9`7HgpV;^$2DVsXB!|0II6C*ZQ5f%7Wk)&Ady zeg?xmJhH-Y|c$X%$=9J(^s`n?I@`L^Zxr*@)veZ|;m+S9j2jX7m zXE+OekFbH3+KD(W#WkQ&IahU24tj3yGaLJ;q3ig6x4=jdaHHGruDju@1h` z8T-*$QkJFq$X&?aQw{wB}4M z2hPa5nT_JzYsI3wyjS{H5&5xYjJHFrdpr%EHg$VAmHWE%TGcJ|TVlM9!7Kp9ZwMIt zsQ?i+YX#Fvliu`V*0U3NPmH;#m5tLpOig@cy@klKQ>EFx?aTQ{#@70pym5>%f*hZn zWllOMHdZkuWnj=O=$BDM-HoC``gbF=CU38QKa2jzNFl;s_TcY$3CZ}*_zUJJ6K55T zx5$F=_&-e&H*@eUA*4A!8JV21y-KY$IhNxzU?NEi$HN_Eno zzG+^6TwVQwD_B{K0{CMw#rS`yx~izSq9qHBH4vbIAij*@GI5InKOAiRcFc zKJbIY^uV9YLw?8eTtJ7*Anvh{!m9tB>ZTSH%W~vihNud=#>OrFLFv>n6lxfKDU9kz zij1+b>WMy<=jx*G#7Er&UCNE?$m`Dmv&A}gn`N1Zr>lS3Z*<$f^d%iJcYwdZV+5i} zGIbqz&hlcpPA4skWFG$|UVq|ttmQ}0{u>36EJzyFKTO+afYqdU!WAJTlM3HnyNXoE*Z?Mw-J z!O@sMDqtdw)r8f3JqhWxw8yB!&SkBz5YhBz*SU4&4jF4byb(G@BI0I2^vFMf3{`K5 zlqC4p;!<2Q-X@%W)|zNJ*D@MN=QTEl+E0MBD@6{TSTM|pF%g=Py;JT8<;xX#d~;nI z{GB=zIca_VP5iF;^rc$0%0%Jd-o9fRarK8qE9d|OjarzxlwE#;A9^~OAho6teO$&$ z1VU=8m3k(QoPX^4qgQ&O={RB2k)xyVlA2LJii+Fz)kJ|`I8_%GgWvr1wwZDhZBy@{ z5s`1UwI-CD;dMJdvo5~kUYSMwDnqHuKa}vKe2TtA>S2sZ5kdF)1>tFylA1~}qOg>Z za^g{MEqadPF-XuKy_zTE*ZzkaE6)Wiwd>WE~{%YJ~Ic*ua&PQWTOJWhW@7vWTU zu4K}9aO7qufPAQx%S^d{gEY%&&=nl?mDO+qLXgW?+tktDd% zp@E)M39O0wT7)<^)`*;4%TeSDB9C{NkD#5ptlj<0ugTK<&w(`RUhC3UsA=f0RqcM< z81zzAt}aCxV=MUvcW#Vhqgy~cmVx_%_p6M{56EQFWi3CsoB)eI+U;3CUY(x$3e;Z( zv?Dxo0JXt(@TYG7I>klkeS^fEYF6E8@gPQ$&UV6>3)2EvL#UV36A?5% z4-9uv5e~>B<>(G~H)}W8n*HedxP1W^QDXS`^{bh& z;$HP;CjC(Cy~}9b6dz8MBI&Kq^N{$GUYZ=$T(Eiha<^+cW$;O@GmRrG01@21Ds}D^ z0dop=bsS(CEfjPr*p@1b9Ik zO%Oh$DEXW_W6aD3_<$x<_rVH}D12K27u1RqmMSv05yoYk+n~)#B1}p77#A)m=S^<2 zIJ|aD(HATj9+fE=wJBx{zw1&z*`pDadl~TCXd1h8RuT3q7uCyaa&%q~yjx+&x*cVlKfsdMcm+ehX@*%DYUH#nn?Yr+%K!47z#i8pv!b=sWxKC3?nzILmiK;woY z6vaPXH%P)(Wt4Z%*6r)a6?!!3nc=O;KL{hdfQe`V!t)O`r0OSJ7M)Kv|a1w;nt|sZ2n;B7(brwd=XYrh~3h6 z`55QK3t`V};&i++e`qOdq<^Y4C-Ol>#d9>yN>~u+>(SHQjb5(a5&9H2N6_%MTOvSSkR5XOqn4Cj5R^p5Pb~u+2E$lv0I&!l9tcyK1nB z`M|FnQeO%D79xUCLR7hpVF95+bYI|MHLtspxYQAesnAZP$Jf3p1)?$I1{;?;PEFX} zWG|!UuUO-!E`H-b=@+YK*Af@FdJXJ^Bn@}Ify&`enj7wsTzzAYPq9wVwPUvcI>Ff_ zKw|5pk5AY2Mm%&7IxUjy$7pX+&{~z`+-{Y1g{|*=-VcU}M)4;viRaL}4~L0TUsQlVOhI;6P zY|lBNF%|ame+VUsgZO#*?J~mW*Df7*P)R}DenRDNmsQzv`lNx0BXb11Tmm;Ol*J$r zpoT)f;Z|8byn@c_VVcdz0zPCdkph-X3JNb(VV%`47~A+ah%CZeEo$qCL^Za6!>^l6 zE8=*RRd)yzTC_DXu#UVEn4mh>ujUz-%iM5dU@2iBS@oelBGJ~$PJ{GQs3dW|800O% zr$0sJvo_q;FCb}xNNKVs4YNmXdygxPhEpDvOKr}-4`*g_TUMD1%*!TKme;ca8%%CO zhQ+7rl(;f~vFq9*-FS!2Jh~scnJuF;B#+HSJUjkYIUK|vQ1SW0I+t}kN7s0FO^H&B zL3obRFFo+fnO=Hst9dK3tXmWcU89FIDhvlenaFlIl~7hAZySngj9$0V5-&5=Up+KzhPj#~REr_Qs)|N7|xe(qHzp8vT*&6*iHI%rWJt>)Kq zeqKCl>Mq)gTrjtVx9XT%6ZK@ove^;E{~fzb3kZ!>lIk}mQ`DJ{m0gXp(5onYRfF}< zAK04;J2Bz@6hFM1$Fc4e?{gWUH*vC9JBvI})&4}o#?Ic46-S-z6?fLSjk@&5PH$$Z z-eFrjjoamyVW4y}gU&C0->1Xk=0BTBEbuC}ICltLN2^p33-QOOnn)i31{jjeCYRAp z3ia1sXvh_p7nD+Z0IRw3T%PmRcwNs^whlNW)Xwigig^!w{8xX;zhHC>_|V4G#seR@ z!(P>eNK7}Y$Kr0tNvs@RHT%Cwk%2@1p#QwFHQo7Ui2Mj?!zUks=^~kN@LNu=5f4rdIgV5T}$?8NF8Z9S+H71 z;k3EEUOcZ(v5rFfO3+-+I8VmxHlLqwitnd5+2mJW6U*;WFQ~cadhbsfPZvFCd|nV^ zsaXvs@;qVYzU;+R`-lc4zVP&Vy`5K)lXF(xt8WN=KC|=UaXPDX3jVcB#~$cAJ08e7 z^X5`C8fG6;-iK+Bz&$UHF6bPczG7kzaEWpaxM$*TM%aXzSv8Y8ka}H2*Z*4d&8{u6 z{pCsqkJFxn@BQVv&T^JUyUl~G?O`i|)p~*H>2BHX@L@Y92A@@e*qb%eb;)9;&GWvb z?(ncUyNFUIX`=0ZO-4&g>z6#;5RuP=!BV{y&g&jW$7CC!Q_&7BJmxCZZR$EORtbd`~ytL%@bh6on4(ul9GGNC&M@Ajy`aW`R--)r7uVZ!@Blk^q4M zStc_*S3YWItKr+rV>mQX9b?CfBc6Z{ZxlX9G(+2sGG$6-{y=N=A~6O~C(n#ItCE$J$TZ4m;om*VN#%-q~B!gMaDz0Z08 z#a+E7N0aoe+_xBn6=cR%Mf%Dy?qj-cn8v+i==uH8bcuN#Hy!-hX^6(nAH9TQ(P}3m z(bCyFOiB3T&X4!k`@?j*cBPXE zj!2jhZi47Je}M(!^VOE*&Q;UedKzS6CI%D~l$%~mg}Nr}voNE9mLQ`A8;Fw$6!Zd3 zkf9I=OuoKdsj?V8v6MzgTjnAGCc)LXFK5w>rdbu7yY*@BcaU#Cz z8rcd!<5zSd_Y#1W{)}9NBe|dL>yvK%z}LTm8@9g9p4hh;MlRu8{6TkI&?(y8oBWFx z;5Rl}wn1wWR6e(qFbOFzvf0+B>Sl&@_tEz4RRTkpM2to*^`80{x&Y{Bci9k|!^z1^ zB(pQ8C$sO~9wK^$3@rh2EwRso5Fg1l^a4*|Vd11%ws%qGrk9u)+-N3GGB%@b`S074 z#rW`uh{WlNFidKi(V&+XulmpcCg=#x6eI+Ex{-(n-59CHuytb!Ybcby91$V>Z<4E6cmcx)_zEEVH`{HKj=NY zJ)c`VUhT5}xH6ud>3G>?95VQXU9w^RH5DjKRJ$m9zwRsWdZf{z{MdPLGp$fuV>B?e zH=54pPvG+NT@d6KRGqYOy}2DDK(#<%6f(+jx=<6469!$RUt(ri*J9qEsTbdKnD_Ln z@VoPJP;1t$l$J2bBw{D2L4k^PGWid;RoQF-cU63pP|111s@?5Bc1v{@s>;fFX$yri zI8(687o<0RIC}1BZ`toJA(c&gc(OSXlmAJo2!{IZ zBpSBv4eV1&K7R=VTzW>X8@^B-zj~e=3K9?s#&>aydKzNUFDuKV)E^J-e!gy_%jS_J zVHp)4&T7vOa0|+MRTP66ZAZA~QTm_MGob+LAK`Ox;XO#=ERcZR!npu(BUeP(7_l=6 z$3ox7!SGF2nZ^B?KK^s817UrN#w7A)sghQLf_+=;rFR=q@ zs`25}v>uc?&FDBGTYjV|Lj_kQbN5tIz27<|-~#D1BVSMLd{vOwhlZp*_EOCfNVd*e z&hN?)9Y&Z3K35%rR9}wu-j(k~1Z!+pxfM{Dc>I`*_C`{(oYoNZIb*%ez+Z+YS-L*t zqlE;j9sMr)i^y|pU7J7&`$3MRuP6{LRC(LV$Kb#R;gF#2hQtdzZP=QeoLsiCLxFT;kToR0Vfd; zlV7HVDR~{0VG=}}4TFag0n{sBci$dJ{zdt?2o_=)==Nd;)YN0m1h;zy1&w@SX2lYE zYUtX~f7X3?us(h)fx~n?{8^`iPqzWG#W-w#K2y;~;v5?uRzVx)433us0>?PFKX|FO z+#G@5%{TvETzoJ<7!v7*VV_Dh%PL*FM7U@C-Wa>Fg8ryPHPn9cdpLm!fCsZQhJEE$ zU;|1KT!!W`e0{oA+3oqUlOMw`-SND7e(t7I077=4Q?+D&G(opDnS~J)Df|d;j>*>ei!d!3vM$imOHR7( zc(c{atg$1%m!~o=5DYTU7L>4FULM9T!L}JYINE+DReUq%LStd0FlXJkC$!Ejg|a~q z{oUCb1RKTiFxzE!{iQe~Z*21q?zNn_xIOhmnth}1``eMOukVFto$sFO zO=I7$HQeT9?=y0}HC}grI^|;8H!scpxBYtQiDk!U zuRu433-pZUJ}OaXs*Z>*2yzbm0flWT859&Wl%(!${x%IsV->Q26-^dUx?j`TZIoLi zHNiqqlf??e+>bl)vt%G81`_iNYOvr>CM$3$f-G;26m$h*N!0!Tf!XLwxaE2sx>)mThB%){G=;jiG+7XpsGT3SwO;<>Ng|{v2ZAO-z+WiE zvi(0OBkiSfthtM%KDE8xEz^8w9+~&@-hY7vF24qtT(0HquaGf0QuOMQg(2kX)qP`I zL*Fo4yi|L-M|4nm-)+GsJ(DnaQLm_wIx2Z!D7@$nLSE_MseN@h_Y!R(~?zb$y=%5tS zHE95WeiK00l_;v>rPZnumqxjKO%OVh9dKUQO73O9c`KYYp^ES&SUBKAkv&scrx!q| z_6}5x=(0Kfmje#-hOFZbe|gQ$k+Wl9Gt%Vq{nH&6MmDWw+C0lwvjcw(2uRY892ORZ zA!7&;!^5%yFfSy;xFqN6`o@>Z&o-IZxy&5*8y2=DWM)<{pb>Jbigf`K+;;x{Ji@5M zuRaL4^KS@1gND_W1POLJ;Nv4DX1AZ8e!k6xHpb2Brab78w($dpATmf?%_ zFSMWyU|>P^N5FJ_&Yyu)z!6q`cyvqtb#}v_$eZDNHzUs;78a#XKsLQ|Se1BvL>u8L zSOUK*tNHpDzbls;FPF>!)C9I_#i72cr|30?#~?6hB2`dDh5Vh7yR`B5Pe?sXLMFQR zHD6{+!8eDCdKgSjU>7smrkl@tySFqGG$#A^kT3A8Px@(`pw@=%N%|LR`_*sfijq9G-L#mE2;Yvr?|vY%Jv()cVy z6vL_@P|y|W%akEvvR1&SAZ_I8vIK!e`fOL5zevQTy(8@O$qQs?3e#>anq{k*cs%=d zvYD%N4s*VIu1jX+S&Obi5e^Y}*+d)a$1&h1-2rzXrlc5~n*Iv<9EhH~cRkOa;!5%u zywclLD3iP;_qeEtK=_b<`nzkSu&qF6{_0QiAM$ziQ+ul>*2{ayVh+k`(D3LtB__T`2o``(W2MO^SRI-NyF&5~VZ$IB8MeN_jqINyEGoa5Yx!$osZ z()@=g@zbIk8Q_61L^RF%3BnK;aqt1Uc=a{*e$Vg^&iPmZ`T>!sdkV8ru;UokXN8<= z5E2Pe@S=55ah8X4D$UDPaz{bDJa^bXNa2D%*7K<_sa1}absG8mG%ScS_?q#wi#R)X z_TuTdiWY5WLKZv@yRapn&96haP54Hvn1x-FM{X0~^m{U2g0>a}6#EB@cA*Ik1ap5l zJZy&03dxi_PMEGc-_B~30kJ_@oqynFz+L8Bypgfk-Yr=rGVSgr>!}-v z<|^4wis5{5`cOwY5iT3m@vmXT*mchPQN>lyErz4Ie7?!LbHgwt2e8W!cYc~0Ea1eo7+ z0*0g&P_Rr?uT9JfCLg-mES6G)SW6&P)FZ!p!;YXtbH6^II&u${M86AM`leY+J$v80 zp#*`UseC})-G9*Pt}oI*(DQPBy~}a~g<}dsPDc#k8BDSeNV&QNJ*g|aP6_8pO5`C> zHMh{pYPE=I?OycgexW7Woo~&lB$_`&9rgKxBdhE8WcNv+fTPW49P8$)c=*6i zga5X!>zQQKG*?g8i!9S~L=-!=p3W+K=+{A*8_x7{#OmGYKLI@?Ihjt~7Aq9DWWUC) zy?VG5{E|9yl-skG9wm@qj|f|9_e8oKlasL|TFVSk$MvDzJcllF^;0%7%D;LIc%>-1MD}_XuA&_!MZsU7z1l8a=jQ9O z;_ybt{l3tXaA9zs>!|&(jlHC&EcIixWx`t{OL{=gnMeB8t!iz*6TXzc+y7JBa;D^N zQ%2%WHL>!0@qI@_SdT0_rSdiT(i{X=?{YTrZNlI|MKO;cfcTv$NXx0u{F2}@bS?i; zhuVvmZ>UauKw^;g%33w`S~~41Ccr@mVwN44KTH8hV@F`qN@{G8%NW=v%OdWkaLVGQ zn>4@r!Ymy>6S}SB*2(MN<@MD{yoC^XNQzy7uVvb%I&e;kOuh|iT}*VgX!6|9up11g zdd_fCehk>yEJ=TpzJ9xc*Rfx}zWIBcUB;j32#Z|X%8F_@sidi$>65Um@%LQsAw|CR z`b+cW<$FF?hevQy<$CFo?@}GJlGT#R`)iu~>+bZ;;#I@sx3r4xJSllx;s2clFo#X9 z5%@k%r9tl9(Ug((YMlJD1y92}Kz+^oezn*Olhh+ViR{v|Jdtqx+*9W0Ag0PrT~5_W zJf1Hroz@2O>mr?P^&pPXpTR(A(%4AYoIP8+g;H5&pX)7gkEbG4Jb}+VpOhrCy@4cI zyf1d0W^gCT<9zquO{4)GxSBw#NpUaR;|qxsL%!EZc}k!PfZ1|!_1NA3zR5t)$89!V zt_3YFbCjX(X2@)Kab)B3QCybz>hG^5B*n<9j$<{_Jb41^P9LB3?KyRBc7IjeTv%nJ z*HOn7MG;AwRZ9)jO$KN(3Dy}ph}JT@2nk!zNFY^GrM0joWHjD}RkZ#a~J$ zuuiJ;)(acDe-*zMDG$SkKaGw@B^C;aArK51DoZ5U&eaf5dj-0_K1lUgpx$pkKCVy3 zxj?pkMCyHa20-fJQkqSQRFr;Tc|V+Tdprf$eVq2;YnddjN)=hRS?D9EUG(h}ls2k} zVdJ@*_GTO@el6S#NxyMklSFvQ33;EM8JWBp8E7$wXC zLTg>GW4QWZmW%>bU2$bsB`cwHnPo}v@R0F93Ys2=1|nvX?LsLm0tg)0^jk~>-p1p; zz3fW}9LB{Te||!@1txBf7ZBya!%2vobN`LQP#vrf1ButcbUtmS(+DhfL%~#quP^n% ztrE-?Rzyt4x2g>NcE|fd)^fY7qwBRT$D{0Q5snPz0Qmc{!sWL&2AA5}EK}>2<%vp+*kc`Ek_f0>(UEl{O z;cz&}Mu2v2UbEUx`SbPdSbU70$a)m{=BQWx6Hdk9YdE_c!3dRqfj228q-ywY2}M5S z`zMut)%p-J9s%R6b(BH(?#|W}hztK8T$NAxZk{1S9=g!}urOlShV6 zyH3Z0XV%JhE%GhyO!Fy10ULpXJ+m;Erzd96jJzaOE6vILTL{*zt!(7>>lF&^BFGCb z`X3~Q-5=+ZOGB*8`8T=Q;`pTS$GvBOmT1%ijTXxGa2KSGl&(RB)nQpEoOMuZZ$g`A+ zS#@S-IT4#^w6Ccajq?Ra+h-b*OP`7eyw7ucY+NZhzw~Cku?%ai0tIo)5d&{u_~t77 z(CJE=QPa?@%y;jk*^$fhgO^agr_=hgNlyxQx_8HmFT4e;pq!xUA2Hu-JZ`{%=uRW`v`>GpRpyir`l!&E z^1%uSDG3{%fYGSC%Cd-2-<(hWtnbe#(huP6+2uR*5x$&Frr*B&HY-k`VvFH5ks)iC z0ni44{xoum@lJIxEG$kO02BO}g)vzT0(AF&8^e_qNZmCheqd-KgXNar5Y*yZy}Hp} zYVHUQLc5*Otc@OpY%n(^WRyDt0S09t&UKLIZpw)iR1CY3;E1V}$WpB9j8@ifM^j#u zzK2RyruDMdf0#q5T8nqW;PLR@FyWglyzIwDeB|ahgN(Jwk^6*x*pI631Wo-c^)NoL zUW((oO?@fCHu6zF2@1NqJgkS0=Y|I@p}}&ha&Mf;`yeZEEcdH|A|7IpLD#BnqW*DzAbSOCh%jM)9RAyzC-VaRxeC1 zZQiGToSO%^{m;;Y^-j@btvL>tTmB|A1!mR9YbL@_{;*NV=XEh`WU(7D!kB{Q`*mJw z-_4+X!FwSE8?Xd)fh5tw`f|q#zTS2`Hme#U9h|Q9wdWZ0zu3LK82$&gyL~00c$P+$1P;=Wf>Xi3b2-G5{TeP{q*dbMgLKjdcglarw^)D`at`}6hg)Z))ildp} zz*;c67Rb6*R@nVLKlwM+6xRx&U=Z>egRWyJI~WvnxiZeeQafM{n7to@M4}NMp!2W0HPXg+@u!ZlGyo7s*oH5zwf(5%rmLjR(3N zEl-~c0QSQda(C`tDUW_f!C^36cb4T9$v-B6^-TWR%*ppaMILfz-Va1rPECJ~F3PHS)4_^A(4`lprB9ve~gLkS3k&a7t| zrZ`)i<*%E;ivR)+vfjPP?cfP<)PdA4f4B$Vzq^tc2wD$dNzC}*rqk1w>z-Sgj&{|c z?LZi@6x>cam^7sI@@4sAS;Emxo?_b3kWzvzM|T0Y1<}CM42V;IjmFBuYI zttLsf<-W#!TISLFU9I0S)$e|LHmv4}nxIDWj&@NCzL}hI8FK4!vX;I|#vfNU#hS1M z$HMs|Q<%$k4)mDOveQ(vyGU`JXRAuW@o; zslru^ybbW{SX+9;7_UqRYOl36ItLguU?iILZMcd9``8X*W&Y&JLhPgxJi{y^H0i`A zfV_|XimUUL7W;BS8%q_nab-p#CJ=~Gv zJ2X2fP~MA-#*|Cq!LFju9aviyZwWtY9DWg4aIe_lXn^nn!DCqpI@LImk{&1Pp^{F<>U#0TFwOAQeVgNNLjks}hS2Gpk_M+{E z4uL;|S|W!2E?eYbvtOy*O^H1x$(3unpH?;mSFh4EMhxiw8#fvdF|7kEDoRr4*$^D|wqRZY~JS6uh(5imQC(KJ!E zrv>CePa=hQfdIlJZ-|YmjiS`&(wbB7_D-H4BG&acQ-Msj3LG5|FTKUp@OPm|No1Ka zyhFA(hSqj>MjohMTdZ^4#fU+rjtIA%W&Tj{0(5w~ItXJhceYTa+trLf3dm4}m&SK% z>Cv^E$3K<71y^~a?h`JdyTi$V^6KWrS7Ksw-QlFWDm~W`Dne&Zu7#D$ffpH*jUn}< z;VTfB>pA9bHt54`=3)0V=-~aO>e~)GtKqCwDF-V6#QWm(CjaCbu$(O$KV0d>*NKq$ z4@;4WKpx`HO`1X^Xi|^?z&$5Wt|&h@w!HMU)X#AyVE^5_Ek-_TC7yw|2rcRp2|pPb z?*|8^m$88Q8zc$o$BSo}a^>?mdvLKM=Lajt*dfZ3|H`$*KEUW z8wFdlJL5br)!ST?I4lKySt(rplnFhcv`;1*XDViSmFkBaLI3PzbrlyyZOS)MGm3&F zV@e3hGba3T=+*)Y*}086NYN+YN2NjUS!g=`fbvPYFNu!tAm2pnh|N|Xhucluj@!pj zAq;`|U1TvATiE-3n62-|SMN0coTEj}^itt?CpOI$TbixO|2)vGM0k)Ow(}m}ZPLcq zH>BaCv}y=Ac1L&xWIz51-+k=w4p)HOqbB)QhYVWDd_k_xp@07K#K>in^%}L`)|Tmn zv!x_l`hMH{Dzrxg2Mtohs;Qcsoa=7N!X(tG=N~kj%wO?_-4y!WhTr2z5ksN6V|!>a zk&>Z&ZZgRHfH+2~=L31l7NP|wWGtTie-^GRM#pG;Z1N=D>}ajTb|ybfBbk?*i;22? zzp1ny@Way;Br=Ac7NV)NR_)_p<4W{k%lp;|(_V0ZA;=o0kYp2STd1540>(qt<*zvP z+h#F(T(gU5-C)k%DU}j%>YN#M zK}+&pJkh$eAvx-u}A>(1|)4}dg08Q1P>fR@&Nw7sf;r<6XY=Yp!{oqx# zI(;#8QtNx6=+FX;x}A(&>Fusv`)4mE*$|Wk^zuH+Pw`+#4G~x6R2dUu=#oYX)b^HZ z@)A}Ef|bf1?46HoZkhZMV|Pd+Zu&+PxTvRlma@*=g}Guos31wd_&Cr=iYH{wxdBLC zcYMVFar>YH0%&vP8o_wIhDc`P2Iu@WE(_<|L3>xaFKdW`(*_Wi&t@k$EyPkI*phn+ zB~*`jEgt{PiDB)T{FFR8g@OuK{FMlD<0a&@uSgM4-L(!W9#V)3ow5x#lhP0ND-T3B z)6?)&UNMnNe%#U8HIY5p-YvNaNf*POmq1M96LqeWkeQaiDb}Muf=`sNh6CM!EXN*9y}u-?*VC<}eUCc9EC~!k<+bDd7P#Pp z92f5(1x1?v|0JY2vd1J7yS(iOrZ=KU9XVueRiIk+J(R>24Q1sc>W8x_v2(t%RZ9$S zYR|}&tlZ3`4XN$BrWMZR(mDXc6%0dD$5*;rG}nm$fzSaMOj-+%#@fDFw4p?eh6xY8 zp|uXdIUbY}6`Et+maTKOt^~CF?s3Djf($&!giLnTcliaqR3uiHy+j>%+KhnEyMw>= z1(f>rp)+ig2?^q6?nQJB5j)Lc-P zdYt+gvS?>Aa-)yUd3Xpb?W}1f%`LZn1Z1ML>_1h=xYe zMASne67ta^31(&S1jK@rsRhqR$+;Z4Tv~+_iDLP|7)NA`4sJ+@NU0X(TmqZYzFaFiF=2{cFRz^sJ8nm=iZr}&g!Kq4>r$)m2>z}_06l{g8>sbsMoC@;TEttxm zk0e!kK3f4A$X{f#g#T#&ywzk(9HJcDnY$v9-_=6J8Rb0wiS6uBWEB5)O>2j95NKR5 zti4hq!TS&OxwWT2$XN35JCXN+#4rCI%4B_%D7Y-YD zT1lE)?yqCQz}1o?ZnJBiXhKzD!Rn1==0D;hgv%?qm&?U~8MxJc>QnHn;%S;#lMODI!c}8!WPvG~Od8FHy8) zcx-IrSoBWfgvdlknjWi5vg7Nojtoseeuo8;pHvsCh2?)MHY; zE0+<96ZJCj{<`-SoBQK*a#_UkgG?xuoH-Mytc^^a+qEF4X~Sopf17aWgCRfqsKd`@ z$lpyQg9qcb!`v?ih9xEyvv@GRs9nOmZ`D&uYerr4ffxq9vavO}x9ex4Sgu{LxCv^G zUWZeVf@q+%B0{8TF0aC%$S(V3wF%$=Tsjz5q!@4%4mx6F;;kjyObIgX14q}1AqQnH zg{s3mn%e%0{^5FOpG^#)=%hLQ5jvEWAE@!qXI@e@Pf6j>zmZs9VmIoOBGJP}(?Ro)?~T)i)REgwDoUFTclt{SRz0?t33F?=$uz_bl>nc{ka7OMbv) zYdQJVNWQ5cC9Ten)|OokfN*&uTi zr4Keft0PM~OyRnTP@`Y~ggfnFSI`+{2`&u*5|Yi&-4BuON}As#^e!?k;hq87wY5Vm zNK8)lT#ybErEW&^zhUdJXarnL1dvDt*V0loINV zKra_g6V}L>h>_pUEO(c>fQ=?BW7M49L~#AQ=rQms4i1&hSusMQCL}7EIo=hL;?eg4 z%+=-6Y>5fot3Ekph_x=XcLcYa&p9u&{^@7IW%5=OMqsl`xctE$6iWdc2L_k-Me+P4 z12dg1NRM}ufQk7Ym{j+!4HC%zh=)T-v?|inLAXY0bVg7bMvK~nvu0cV)U-pr(e90U zd?Fz&85KoBSz2JV{+p=;p9Lfoo39#Fn#s6o5@W1x`uZQ5^?))l)xWvz=bW?HEz za2CWLYM1rdTdE+fkrd3<2r2kB<#e`#6n;BP(7@sO37V!w1>X+lLvj-02hp2PP@@R( zTp~Z{C3=wqF(bs59IDk333CpsYpR!~VaKDfW{gkEsc3oBiP#+>rV?UJ*rDAZGmb5d zHld^4nakbO>(XGAa(;-*1SQYcrK~l5zvZz{)3f(4PR_#=%m+f<`t6XZI=?0X}g#EX%tKFEdi zS;>?XwfAWi3~L=vI-5JzbEZT>e=Jo7_VPiOx7ENW8-Is1lK;1cQs~#GSez+s9~3Gi z2WiEv5Hb9_?w>SUaE1-zsoEghpEhTIcy#KlS;_`~Ltwpf`yZN?-* zT9ojA(Gv;mRtglEZVLTkfmmy`mR$3nhUPILy(&gE(;w>>o&jxrH)FfyO7axBr1LwL z4osz<#Pa_nD!G9A+3|49qvknC}wlJw8po9^kH?bx$F1HS9nqcvD+c2;r z)@?WX$gQ~b2Yxk=c@F#W9+dw$EMhRgVHbQ)+P0PwZ zz7L`vlaw2TmjI=>;9Eq2t-joFcTyE|-W2sxiTj7hXE=xJAxX+UrX zTgaHPRsf{Gf+358hWFnQI8#2fz$k-3l8yjPCz-GOkTM}$-^juc0}NcA5}ap$T$yu5 zEqqfcM^6bL4O$#+NdvFwtL|k4)|B3g&ASNVe`YkcMDEt(;`|q4&JJB|a z-zw_1A!hGYFyc^0C0=C|#}=X28@l6UoDw9F075h_T0CgDjz(twV=UwRZ}h?q zdcvJVkf4w}`>N-n^;4g~dW^L9;CCr$X`02a5Pt=U%#-(sCVhG%_(F~nSeOF&zx`>U zENb=~2)A(|q;rlXEHi$SmRg5g6BDOjv}mij;WwlatcmD=A`t@z$U!jERrK3CTQ?mO zSn5q%kOQvc&k+4IF+1^iIy{p#IYf?PF#b(HK&(@Ze}I)Yo2~wrZANRyQi=QJUsws}w)G0I|;yH`5skTNjFB zL12p6?(bM@W7B--$Tm52iY0weZSTTNNN0DkW8ug~BZpxAS4c(vUtV^S(*CKgCXlV6 zVCP=~edm+aVJRxCk7u9tl0#15KNd>FLOGBT`r8xmYbuL5q<`@#U!gbR)^gw|))A>8 zy`HFU=C@HFKjBPtV#%PT^^VTJhpTT4pptQelsqZwyugfq>Upk%#IH^z;k)U>vl-C2 zB3dpHhnd5(IbKj*#Q_odnv#$JfrS0v?(Ptf?(XjH?(XjHmQXq16;2lhrr!5PusqT#n2Kz_!;3YW^CDTMPck5HiKn#=-ZpY7^C}^MPEMjz{HVhv6a#ASX1LGcruCX3ckiG{!*R zfe$dsso(8OZKGLVtJ?=hU&uc#ujE1huwQc7kEBoq{LH{nO@kU7Za7!~ikgh!M>?uI zI3WFUH>BlO0qM&REVKX)LKFY>d|#Ae7%)0daA8nF4gGoPh0Qy;STwmj%eexz)z7&i zqt0*-oD}w-t_#S0LU8g&jO>F=f{OZ+Ev0!`wWi8U1O#Us%|0_8jDlW2Hjn@|L7(%H zwl6pZS>yu^4!G!t3z@yp4`2cr(=V6k_g{Yz%?EE)$?R4QRGa`fs*UGc;1XPN{nEe8 zx0Ck2{Hid>6<%#VC}uV81bk)ynIaRF8)OeXL6b(N)dU*_AURG_M$$BVF)7*u zt39HvTma5wwkw@dgF1)2AGtQ2d99XsGE5bxxvBpS;P0CR0Hn&zclnb>!^LlU%vW_} zuiJEiA>(EO;3}QA$pf32mFh*{G(@7}X=cHo%G42NPJlQj1d4gyiaMiHv|VywcD{QO zKrGp%2`K?k=lY7Zn?WY#S?Ye?krUiBx6Y`4#+T?2n{qPzOP?~ zmD|s@)~k4o;u+wKm!iS)W^#N#FObRd7sJy z=d4x6^kCzFNPVGG24>G5s%7ICQJB-sszGQR9GL<*<0a~KP!eWRI>b4U;E(drgz`B$ z+?bSN|C`c(=7;X*Lq)7X6^Z#OP5+mFrvciJ?)JOj;{X0{f1eaRvLQ|>n)no-_$U4z z*ns)P0v#IxRIomN;uXAreH7tG4T_6o(YAlmiT}tfoG%D!WzV0o_ZHGa5Eb|xr8EK| zfVz+EjhZz9AazGF09g{~ODhP2Fd^*dTa9(8PTo@&cakeR*5n0AmmhvAnWA@AtU?Q9BIChjKSRb*qy7lQrIs%A>M#D7e~1Lc z3RrnF&tiFAQ|?y^VF!Z^ACENlI)=$CR#AA0wN4>=3O2yGkzJq5{2-MAGr@SXd|bfM zr2}N4iOiIhF+NacSc&dz<7{fvF*H@!r7H`H=MsFk(M=6JGZj#`OMg{_KPIzn?YEP= z<6d`H&ph43)ZOqM^M>%JYwBG}Hks1zOf08^VFK8NqtfW)`2u2S#~omc;_-^_yCo$p zWH+^OUlM?tcO-D&neeRK8CUnJM?V(_ElWctX&QFzYfyr@NhsgMYCG{CN%-XKB|87z za}K3%6fK{~)Hnn}d}HWDsp!5Ve^bFsm^JJIO|>P3w*7=!+xAZ;tEt{N1Sw%3Ah|Ex z1tTmd0g+v`Asg*^PH@6du2LvG4=xM~J5HQ1BQ)Gr@c!>EP?aEPOYPX&bZ@Ae8T;Z6 zu*LOAPpdoVy}qYkJ02Y<9R$Gp8?JpS<>i0%0sKQk8nN3@+oG47%hZh&~DyWAvSn`(?KIYaeV91dqk4xg6RXA~giSC&ZviQ~cFBDcUv?XGLHw z#n2jV(eRel%+iE=#Dda+3@kv0JpUfDcGPo<^Zn(cgMIJG;<-a^CyG(O;5iEN>p&$b zsXyci5H3(EyxvE|NVtmFT9u(RJWJDxTyk>CR~h=zB2)bZbbcG1G%IrEkx!z+iJw+- zib})VKvXChtWgN}*O*=pL8=iS(!jGcaf&Tkno*OHk>-EJdtFS)ghzs40x2)gR)y5? z7RE^A9`7|!xMLDY{*W{f6rz;R@|YS6O+4Z$XlaflfN@u{d7TPPupwN69>KQ>Du=lU zp6GbdCO*8WbvNQ~y+DQNg3^ogWn)EOS}=&(kr`RZ76a2izDV3W_yC4XN#u2luS{Lg z>~wQZ^Y1YDzg_#z!0RDZnhWb$N4_Gm*ZqULxTXh%$WWh3CRMwyetXCh2RXi14f{(G zffYvLV3y{Slmnd|Lqi&xaTl-UrQe3Md<&sHwz@xvhW5>Hkc_#ps0aTxZN6mWK5UKH z1m6KEBBu)6J#6|n#>pf*UoAVKc49KX<)~>;c_-_HUa&#&r!s<|SRw2_gf_BO*Ct!h z7RagEELV-R3%z!n14;9BE?O|ZUkVWYPU;zjWwKoMYY`gqzr>P^3q0WGz+3!-3zTlk zicWI8=iZSAR{n|#1bnq1kqxYbSa>DpjEW@!|BK6*1GX(zFjs{!WpbzFD8G6K8 ze>9GDfR_c(2t2>f+~Ww^ZzrW(>J4?GR_+3$zsCuJ(ttBF!QHZPtRB>?8i_>%EKMI= z{(H}vOhM0l|D|JU#XW8=_J3B}{#RmO$wMM1sOet4`X%P=any+Fdp6NTfR%Y+n$$9w z5Slm1aq)&|{TS6Lx@2P|Qat|zwEtlXI&j;@rkX#G3tgA7u6drb#M;?w>6u?}Hy;(u zmjHGgGlYV&yLEDA!Ss&wZ}AHdgn~a`)2!@m4I>cSL#vPsi-HCW#eiSi0^Ti9B2p=3 zXAfOc-H1+PmH(5fJ!()5Y`-_rZ__r^I%Q5b0c+Yitm{VPBdFjS*_J1z3uzQT|DW;w zXPQ4h2x|HhRoGRJexcV13nzZ<2({}IK{u3i+2N<}X<8TS;^wJ;n*l}=aBC!;wGIjn z1ETmwIl%ZV#U^_-%jDE85!?$uTv&3{YyH3A1_#92+m5^@oo433oIke@mz3FlqMP%2 z{8r&Q_wH}D>8ZVbr);W|g2PH8zQz#fs81-F9+pymz30L^h72Mo-T(2Q4AcMQWR_&6 z1Ln43G+()T0pl|uSRtGSr64r;1-7<+T{}2~|HCW;*~?g;CYWklop^~_i&E-7AdpAX z?@{zHKsT%57~aAJ7d1f6Y0&tS&Y;imtku1ImX`x3p$!|sfJAusj7SiJK|~@K;|IWj zcHa>H&CooV99N{xpD{6xv(Q9$Yd{aKLy97PXm)K{1*M+mXYfnV=2d@_Sn_r18-uWF z=`zg708emDX$vX2(d;<)BxETQfb+WlGLvxOJ{6PweK^h>;b0`EL85OlEg@u+lfMQo z>sPFkU;mTx`VYh5d<#I^jWD*2>~djK`0er7hR$+sl)y?)L9bozsSm)SPH~__nPN6p zqT{&G(zVbofxTx`tdKnMsjSRAr%yz=;Z~llyXg}&&^yEIod@3(8sJkc`TUyl4fn-^HSkDDEB+OMgo6&+S4;a<9JCo%ss zEGFQDmtQHl(UOAzzu;7;SYzQ^2Bv6ZgXPxfp&W_zn9_e7f}oN8`!(?x#mlZi5eJGd9~=+VzSDU6#?g^(Ij{Tl^1L)|=XIFFQkH zKBK0R3XK{%WB+2!s^R^3t2hO$R+&)%#&h<*_V*M}N&ZbpWUh?} z$7*iltk9hNq>h+IqWrp|#TbH$O4Pgi`z|s(QAc`;Mg7dvGJy!bbK;B&J9tb13V2HQ zBC~*3($5@B_GvkGB(FMg?mtZDPp;Q=aLi$2->4^njeC=>mYfKpGyjg zHGW=b%58r&tM4ASukwegutNSda6o+nS8c(LFh~}DWQ|uAwkUoQ9XJQwFMd5jrbiRJucb2~>or#%4d#^aR5&-r z?Y0;HrNN^gypQRff`RH2ASentw-M~ki2B1J@#4GlbBzycTJabJq;?O3O6C(egkH9N zRV&E?r@3tFVP-#`5yno^WQRY#72Na!b=U^L3>p_l6nb|&5zehEb89;~dvj2p=&phF^ljMkU`6WbfN4qCcgf$D+j&XS?Y@&p z3cI1pXt(}V%|Tr7DYT_JFhrxHptMdK9u|pur&1X>M<2lkuXi2Zz8%p#GoMDOfl@I9 zy3emsdM^^41eK*`G=8(MJfC!AzyoZBe@X^KT*;OrH2ut9*k1J&sVR;7$?QoR#+ZvEgDc_ zM2z5}VrjqN&XK=(vC_+zB4$zUFwSvYjH!h15q~`x)dr)_*YjPFBVI5_`*(j8 zGT)4|;g6VnnEPdmm74mLvDQjS0sS3+0V3Eh6Gt1m-588l2YFcS%Da)2US5jj{M#bg zS=yh}7Hw5_GE^G9C%HtHm`XvyD0oSSIq|5U*E( zAJUV|w)v#9nA2r=t_>lP$#(5jy+IdjhaP%XWLw9R(ctkNd}}_yj2X`Gh+)S)d)nAn zuI1@MwJQSyNKA4<8S&X<)QZXhDd38Wgw21+h9D*U!leif;r$NkG*2W^ngnp(f;16S zh?Q@!EpH4vD>t06V2b>*UNOM~bw{|uaL6~toSZMeN7i3%xUjI5Yk!T$tEtVbWqjZG zE?)MaVojB&N%RnLll-ZfN{Pq!>+?E&hOj9SPhT}iY&_UGh5pfYl>PquFB!NrsICKb zr{61dG?k0y3*J}{1YjsKJ#XtG%}Nb+p>|BSIaKy}KU^@n0Hz_;tJL7YnnQ zhqJTzN*B3K`U7t}B${V$KqZ?*$4^HoNzFz@%<1aJ}e(Pxad1XKUQK^2&%{_ z3TbC=<2?ydR+BgxK!<1Gx1Ei@-WYW26B2d0VrvgQ6K?7>gepHfH@p3&t18K7Id!AC z3iGfR&IdzT!#m-W$Y7+6-t_!!)%HD)mr*0WH5o~;f}hE3w3`pmCm*m8}` zH&;8g97(gHH;WgLXHy~}{_c?EqJpgl8KaJn0*vV`nZ0u@#C!(??A@-Hl|(;RZ&eja z-cpO)JF22_-R~R2RzM(sIBT`%MmkH*?+b>RSn+*>>cs0dPg^)UyJ^iHt{!-k!PLd@ z^sO|olGT{dI2Ue8#G#+#tNWtkz0FttX=ivt4}v$ekA=zm)rEQ1Sm zn9I-J{xAi}<2_IHQwq8F!JZJBk@0%1hmOtWImx$fii|He~TN@nS}uy|7^ zmoQ=-gFmNYogqz{Ba4TNY{y@P0}5K;$Ag!{p2Avb&KXVyV;D4zZy?GhbjI*jBsg^L z-gVdXEpA_i_tRxUP9N;q!}-_e<(Fn>LOaETA4J|J<5;JhoNid6@~E)}XL&2`p}V%x zZzJi#sG3qrm_peMKGB8_nH}S@p+^#+Va-Y^K#7JeOlcj!C>*Gsw$AJ$);cu^Or-4%L1NbY znPn;v9XZ4V=K}_}o8U8BAM`mQc3v9OO#ebI2m;#IWIfxbc{Rt!r~Jc%Gp+?31Txt< zl()KWH~9rKY^PKuckBzB4nKhBw1%*qc$ysWqN5s8kgO zNacFaIPyS|&k7`5Fe&#&NkMQFiz=KbxwJh9a_nr$N+vGvdSO}?U(S?(YmD`4JPY=a zYZ2qa7(EW9W{^ReD?;qU8Iun^zqu6x)nxqRmO}gdX6-oDMEua;*b_El;P-Fj!X^e8 zo>yk`4hN!Peq$d-$-@GO%ACvuSPK1Ih`3C;GxNjH3#YbTFghDVtzEK*^~4zrRCalGOwQ%l{q|(AMm zJ-;V&nc0-{*r$uj&$<&k3@dLi{O;72Qrk9s;p)MfWZF=nZehw1dTjQbU`Jfp#pYd&5<6a(9 z2fumI(n*4_dq<635>Mbr1Tpz=r`h`{<^Gm-9+PYMRNzB&l+~bYFz(w#&=Z;dJBBT; zgYBKQt_uOGTW%GYkxNYYynxoTL(=c3(E!tf2eN`bhmJl?Pa9)HenSjJ2rl+^kE=~7 zd1`mv?`Q6}&-}24kw}az2nHqC0|61K9X8R}gS{I``wdO>-47d{KJ$E%GJ zP5ql;kyfkz+C<2u&}G`MNw>C>(ACeY$c7Af!BIr-u!y$t@VoWg$q48ynRLjqq_RAD z?sY~B_=b3EQC`J46`e7P{Bft~w?J2_NyHI185p!^a7auKJ=ELI&5?{r#^(fAAM$@&1&d{G^gFBk-HXj^x(A)^&6)M4+3IgI&YH@@{+lB|JPi zgqSy72<4m5_rlv`vwF&@&J(1yA9=+qVteIj9LRi;Epi<`k!FMz2Hrvu$Z4%@3)O5k zgIRt|BcSGdA+u?l!lJwB2OH9-Fxc8qlZI5Jv_dQOAOmAgeqRZ=3y^+OgJ^Hyed0UuZaVr*d@D&1$N%lPg<} z5>l~L0DBmY;5-FUa6oYxuD0+u7bkgnKhUaF}aV zaS0b+DD1}Usd#Er-@>l`n zll}Me)2zOIA^$lG09F<74?cozPy?HOk47*)xSku%x8P~Zq4_s>WvjxB<8oa=XIvd9 zbi3pPqrwt02)p5q(P48Xv=h9fBcEJ9le&`O_kXx8Z%ykFEUcYrOrL7+%Y0XrFjE6cg3{bYDUskK>Fd+-N^q z-NkyTF2qu~{#OVjIFJPMKxO2=vGB|qp*`|gD4ZD!fXJJ1+vq*1yuc2;Qf>>aXys{f zE#U@codqAlG`jh<-3$g~yq*qQ#N!g$8zGmc{UIze@U~m4@M*y1+g|awH-P}d}smP!48pQ%4Yz^SiLy@4$`#2y?*pBR`{T%TGW;#*EVl25EcDkCR5-u2*4@G=+Fkrg&|4W>jkF;pq? zAbhl%U{+u(m&t1=9k|_jSP5gCF;WT0s-F01X5@}H`-}amUi67Jt9CAn<>uAUf*c@- z`8sHHP`|4K=8cCMNH7sN!OQfuq`C`Z^cM7J2dI z7iTZm*6mocC#0B_`gl;`JRsE#=wBAN;KV-}Ua~;W6_VZMw*-$S?_FDADxlPn?VfQE zW!o+J<8o#+JCb@fHb^@}x_lD?_TZ6fvOo*&8m-GhqOevX=jCvPw~l^#UdeGc4T(%n zC47k7PsIqIFqOrf&vrbAE7P-m3wy#P`S5g_=Pwx%v3a|pb?=AdB+bb3`2K=mGUMku zsh6FtNx#q~bI^X$0MS~6*Fog6QCoLn@|hZ1fPNlGhHE0p`sV?P9%;c3qUPZJR{koGO)}FuXiBiR$sPYu?%LB;+hDRL3r=$!j?DY0wgMM8mm3>3g^Nkj(8K}{uQ3UG z_g!M(1xnU&xq|6u03mFvKp2D*tAG;|k|4k32^sM7uB-9TE|-~DVHJDct;Z+p{9wzl zzlvire>TWckcuv{;dv;u!IVbVih70{-OZo9Urzw9ZT=9CaYM!e9gwA3XKmUwrMk>E zdm`r{e5=J5Yhdc3^((*gK!A5#)FcVleE zTmKSfuofZ|w-*aD*$_S4ZnjUE`FqG9bEUg#42xHyz(8cvYFVx!GEw01_^?nU^d5eO z=cNi!%+H?*L{dqc%!)aRTD8SZZ5?HO%fuVgeL5Uut7?-we&(g=P;d5*_vT0)J3XOO zzM#m2Z6709Dh@7H%zl(;tAIm5Q|!PiBZAJ4Ri1`&=EJ347o7=65MkvX3}e7I zu}o7?{8XD-VGf=jt={XOA=ZvlJAD)Sktz`p@v#gEq;$~`Q+kq#;(9Z}LDOWm z_qlggvBB*hDTRaNWxd?&-obc#tZ%fFY~>#AwY`(8DWk`d7zB ze~E+Zulcjdy5$4`6X~e_mBa(r;WY2-7kjBha~%~43Jr8jOMKBW?SZk96_EJ*K{`t- z)WNZjIPWBzb?o8z+>b`D?f~>Z9GzupQFFNzj>41)jh5fokv2VeZ6*Msw+ZrtCl-lVtKV^7xkH!Le z+CvUCFj#fWUjz~5i zR`)s1=*Ew>y(KM~;&`E&B&rHmVFAf7EKX?YE`0WbA?}d>S$*_orjD0)s7beQ64Qpm zqG((yxJhoqiftJ#qs)3LCzH|LZ_8f?ZMZlw%<0=hzff|rpARZajt7T^GUcXod8#>i zsdWT6pU%JjZ0L6?RK|CT!L7v9gu2}0kJVJDHM|%Lmbo5pJVEKm5ZlO1qly(BCAOgu z3q^+uGRyw@FpsBIr2hP3tVvwDQW!$b+wU*xL}RnR%I&aPK7#Aid4IZ*c$F=eJP$-c z7GI(=KZ3?dj7+ALUersd$|+9x5?;d~t;pR?jV1~=lVK?q$#&7~V&09-Sl%t{?3sNT)~+ z(vV(4A#+ogVoNtV$kU6knrl=G#qyrzVNuZeRGc^&um-}q5Bc1o>B;VGS@CX8*xAV6@3h~C5 z_V)>nOF6oWh=>~9Gj{q!hL9;zwLwiZ5j&0QTeF+__p_-O-%V{Lxess@-lkGTMcf7S z>9<9l5FVGpVV{l4Z#o__w@C)U5;EP?JS#K~qiB!U^0-t+Z6?C<%rr zo)D;rhg6~(#ysqp7Dq074gFs6y!d9&;7c-AyQSk{XT^Ntavv-sX@X9t)g{Gpk5`Tx z&wSQqK$7`*bfCa4FlQcZ-Wvi1I6@-d66f<0NSU>@KADL%;YSf60e@>1I6ZiAl^T-y zV>EfT_{~Y*5hA4V@Nc)IP=IBCAg@VSKHs`nD9*Hbnz!{7v7KPgUfW8Y7#!KTLdomi z?vCk^^-Cb#d}DOz&b;SefRT>SieNBt`TXNY8n$!4>qGjQO3Srv{Xt^t>K zJ(o?CYgjbQNE#;jDXXGrfx#0hv7jM_$Ys3o#669-u%-L zK5>Gr?Q}S;8Cw`UmgDL@CkDjhX}l+N0IWf*)YkS}RJ%9ewLEse42jHjW9F@u-pI{+ zUoE;`6&EY18jRpr;B|b#9I*R#*W8I_y1wJj;GKiB8SZRoo&*GGRe5e0&S{hv33pmS z94kkI%a4h?>?5==EDs2EDz^YyGpNdr#cljRITD9;Aa}=|O)J^0>-IyF>_7=g#%o2| zbmNM_?crBqsg8kETUq7x)hfqP-2P&VEQFsdM zWJd6TErM)sntAzYEbyk?wU#ukTo!0UD6#W7k{s6!lPJFdfM7$WCqB^G;mNRwzsZh) z@1YTql$-(WmDv(Pml!cg5?b1V`a{xyw?<83-* z?P$Yyo^10c4MO+Jh|u;yaj~eE-f@noZ(gq7BB71;zY@pAI2UY*>N6c2{`h{(k2{Zd zYdWbbLfLq|gP?+#3e7Y`#ZF0>^(?^st4Nh9^+&iP*W2W!pT^-|5$f%(JbWnl14ee42ry`!~lp z3)JAg@T!v;gX|#WRQp3l?%R-Fc*QUDZCt1YkX0}3NmAb_61Ovo9e6*p!L|4b;@nUZ zZ!*GMpGX5$HREgQkWYkQY*jq9>}<_lAN zQZQL{&pKT?#cu~Db8)K@QlWr9VGg!xBH>s#!bi^QGGcVU{kd5A$w9Tv+}(d^ zpDo>@!5A#F@&VO^Dob|Y)OUsG-fPk+&Y008%x@|w@!+#k1d0K#hI7XFUQPeljUdlZ*b$$v6 zdwQp@@3QaD#(Ld|b=j-8)Des@dCl*4}7; zy|ey$=o$#_rzk+WFUH$c-Bv-U-r6rourZh8WFb8LdliVWy1>;dycj}Ws|eqSMZBDl z^R!;G2Pet0e1raBv@fyQnZiXUwMzK%I6#8M@|8awxz@C~F&dWE*0GurP&H8bq{5uG zED&Wk6l%-30(>iFVQ#LOsi&tBUG^leG2tK2Zj{e6GQFlNM>98IMY4{pZ0YJ3k(!0P zmTrrX-Ud>)B>M=5-Q3j{5xXP6<>IKnL4po&x20%6d?JugmUD@$tl zljKL@yTU;<)bc&9g5U~0nP&q<3I)aVH{HT zS0gzw@ITMC$*s?JRqAJk(eGFK4j*H64S+VtO#E5c$#Q~9q{|u$hc>V>m6cBwk8LLr zSpGAV6hTJZsPCvo{jqQWi~jY%KvT0@%l;S27YqaWz0t zvar#9-ez@HScw1JwLYKtr-oudqndBn6a`m+THch+=phlrMzq92L)a?&ksaI=s884npWO<;d^^zLs2ZegG;TggD6glR$yd)+ zEEH?1hbC1&4>QmNf|LN6^dkk0!MuNmP_;g*2S@|(4(sdu?|EF)k|{sZ8^YnqNXFC# zHu=BUi-T=BI|RLjRu|HnZ3wM{68W|K&|d^YQ^z`)FR`pL81y_m&5B0ynrHaqp{2~} z_CErsiCyESl%J(-y}lwWFvJcEmE$u4ZiJ~%2d-Q=829}azpmKl=X_`{9gXN8(sOqJw zIayd5T?oL@<$(;$(7?3*`}m3i4W0Y)wNXgNeSVB%t2BfYBe(t#`&qn&krd#vQ2-Lo zUa}9j>X>egy~I*ktwZ*y#%9_L8;=uxy^6CD;=lR&FYZQ>_nd9sBZlaE($Lus`C+kX zWKlOpQPDDh;ZcwS`8GvfPIC!}u(F9bH|sK++(q>|NG1b8luK7k#TEG4;z`nC0`(l( z{|d|Ni){*s%Tv0u?Mr(84sR5hbPB`Z$i+#GEa?>fI#vgxBy{liAjQ4_Q74k~#fH!= zjMDK!St5qDq{K3;2TxWLNnJWy+s`Utf<=F|3I@Rh%-hx#hk>fjiO=z2MM!&-yC{U} zU9dVOFwP~ke4h$b`2*$A+erp?6LR;_E1y{ZhK|nFi>uT|H&VktCAYcbJvHlIz_0zSqzS9Mw-*@FwXOPTc=Xzpu+Fh8CNV*e@9bofU-Ji zHY=PUcq|MpStCC9wN&XWz5|CM2p8CPL_x%>F|L}90AoIiU}%K!*C+?h*6uIgJP~YA zQ!}fiFsZ5vHbfCujN#uENPvlyUAYi9M#2SH9%O4}4js0Eb#iz+s93Ono{&GBul!Iy za5PLCQo$(xH%CBcYu}!PH#_$THpb3RJ0?GA6D82%uMeTBm_&EXfq;p>t%+ICf!Y^f ztJP3m{86AH*WFD)llaS(&+#VL-OLrZl>iz&9&2g@^ACl~v4bDsY3h3X_Ri}z$=Qy^ zpI=2@%2Nes6|fC+q;we=3>}1PO~x%a}Nn3-*Am z+Aq{NbyQogS}Gbg9*Ye|Zo6HO$|O3L^A8dbm-%C9QC3q>d9bwHc zTRRK+9SNA#!h?xPrqPIhHZPcy12@9c*r7Sjb7L*QKQY&|e3`P%@S>BuH;O_09JGp( z^lg$8a9+&f!Ea7PbA*t#M#34ItSgab7M7Dt3oZEClIBiKiH4S3SHHuJ)FRTWFcqbdvZr!Q=?qBjxjmfV@zp?FJ{L+{JZaVD*mhz&0dmK1%+f;Xb(mAZ}NOM142zEijo77Yg+ay_9tHTUT zqh)}>1F}#5lQo|sxRD81?K``Rg3nj+q{HfKLuDr)uYO5%=O*c;B%)mHcLY;DkIg~E zs29IRWyR+^1`lXvtpUjfR#oP3b9B?RMe-@pb*NRmUPN&MDd-;BD-@z~o4%~(yyrxJ zbOZ)BfCiN5T}_jmP2q8BzX@%YRw7=WdXKZnNFEE+T_>NS%Ym_gxTjIM zRzd_9H%u)aP8?1>oX9+;f~+UUk_aXpf2QcDm+o|t!YCT6Q+d`IMVjyq505YPS-mJC z85eT?A2ub53{=G~qjm?9Ng3Slzb+<{#A)=LsIL?9cG=;%x7$(qCKscxxG>-4wObPS z@BR@&rdULg*-7QE2j^+-Puztd*Zny)j)g{ab2=r?wW?_YW_hlQm_+VpG767MsBjlN zaA`UYNjLfejZH7bur+*X|B}`oHwc7jxA%ub-3ThYE*hQM8=k#nI@H#cldz?C`Lk73*r3XOBv6tihsuufK0ze%Qrp&lfCkBO$f6ZMxuT1oq0p*-8G@YbY%tWBi| zS_igxhZJc$@t&~DFVSn_>)aXf@twPsk5AUT?ecyWk=U@Xh98-vhVY;P`S@7EzyDr+ zf6kQ!e_d9Au4%r2JZ#`0wNU39crpSBWf$+_edEn(xM0dF`0@JpkMA zp00kvI}USUm@k7bO}oV$@(qpC7d1_Jpjr>}(BX4rH{Pu$>&Mb1c8x2&o$wjKaKTLH zfynp1QdCgb+I)#gMO8d3g}us8r#O?=(FsnP1XXbhJi1|Za=N2=4$|{P3Ymz9)Jiu_ zniak$yUPA)DW;HjV14b`s`f2{c%O5BCI$WBFGK;NAx$sr7lp%d((d37;uX{ZS2U*1IQyDw(zkc3)f2cW1;p%`oz&_yJeXql! za(9h_PnAM`o5N*>5cWUn0c7-r11Iucz-K97An0KyjKb@FgLJBl#+4kI8M&Umy0~wE z&SQ(dX2t*L=X}8@OKNcTlH*h3{F38@je+ZZ9sD>f)tYYWA-AkZ^!3uaeJ=L9o2HiZ z<#C#ZUxQUYyT+(E&2nvJ$j8O&hRUi?rv(lLYo+ietNhq`R#?9Ubi~G~AjvH9slQE` zF_h7g2;lk#y@(RA?@DB9bu|q(Dk}oq9O?GeuFfKcR?u2SkpGVfZpL zG;(XH$at9qGM%S+!At-17l7{&bb_1EX-Fi@s*UT?9DY9LI=9mOY<_F$RDUPxBrRIi z`UnP1wAz>u`t(l1M zP=5Mu&YLD~K+KLd2uVY*;+%0Q>i@RGe6&Bl$s~o1z8)R`=T>uQCF0NU$F6s<8ZWF@^S#Y6|X1e#(dOqn`$G2BO8pYGcU@-+3TOJ-j{5)pU09Wy_M73x&wkT zJ1?R|1T_qMrK-n}CddV`MIl&-Jg=EpS%Z`oRCkbb11iQFeCZk>`_vEh;! z?*@4OPoltl`zTNmOFuPshI;7*_TS>aHM=;}(5SJ8ZO^j}g=UFP78Ss&D)gT6wlMf| zEcLG4A52{4^ru7v$vD)I*7Yf_z}=Lo@xVa`r(ufv=Wl%_&dmmg>I$NKtL5U&%mT`e z7YbbMx3n}jbuUH?iI|}R#?dzz>*!u8Y9ZyMt8RP4sV=`M-4NNMMjwu`rI!3hYWJz7 zzD-I?0NJQN07ij?;6|%uH~aFbKEGb{*}LJ>tvjujNhFUD6o^NR2ZG)9Cg3Oi)8Rs z6ift<bG6XVQ#+~aZPpEj0<*Ntd`w!24iVuU_6v7YcId{b1OQN{#`S*z>46vz=U#4Z-NS=jI>z*{%e<@@i&0(_PI`}) z-Oe)t5u%R9FmT82P;97Z;#YkF6vxcNI6uZ(-L068Ah-WzyY*NgEMg)Xn@hshNHkSQ zSTA{ONad!jchwQUJVt4be`b4(wZSi59s0pu_Yy{(#aPQ;FjFQrPoc6}Aygtu2zT!3 z3q-1VZy*HRMtK@4n!8CBzFFUJxI%Q%XU)lv;Gbi=k3mFAm#mZr`0J>sjzAz~q2pKu zJ+9?_mxuqKsMryLM^~pT!Vxcie^a`-AER-`p!}4(UnB78oz2xk0I)1!=dG=R*&;Op zut8SnMa8e98tq{LNcNh<%W2fKss|r2XmRA`#dT= zEJ%$010!(x!bzF4f*yX6V?y(4;LCcQB7C|Lf@__W z1ZT_JnBto$f8NIW9vu@Xkle`z@IzaZj0ZlVWU|5BiGUFDVRVOE6Me;DtU-jg?A9?b z!SHwVsAQnCmAb;GF=ePviOT9>Z7F?MPAeF0Uv{2UJ&uE5gtIng!lx`DcSl`4gWj$u zgYAxXdHSbuMf+&(Q7!ZN_NrHf=JSrjM|6GLvG3mU?)s)sz0WX58VUV-5rhP{EKk&! zMZE}fI7C!GzGy02`-W`R% z6?|B4!LSJD_Ve-WnR#PNS6XrGO(*fS=g`;2UV4XNwmp!8+8ug%cI2F5jY^9^0fb9G zNDrqbE{KU;&iB4@SnjF}JRI1AG zHQ`{`Y(u6JaFjfrb&39lPK6&?t|`V!z5S@!z

p(@aC_%YuT9M1&z4&Px6AhQEbwOWWKe_yiPU4 zBGVVb;k|K-y}nqiTs1yz_1dsds5Lac7EL%8dET^>Hz=0nd2JM;xek}sCFqw%%RDgG z(&Av32@%LszJhK5{|+vMEl?%Jd#WxIDyHtZVWCC4M)Efr;EuWWE{NPio_jg06!7q4 zI|^LsPY5*9RR|>!fwi#bh0dr?l`gtvrld($=XK;C9DDm77(9uIzWDL(`E!po!~vo$ zoiBS3kieI7E5NpFP{u8v6%g>wMZBR*csXU9cHy^`ECAxYTJD$P7o~;W0(IqJWM* zYX>2$16&#%%JeVeit^Fk9i7?+kh{ZKjt%SS+HlqN`?04A5BZ^5({NqZ>Ab212xic> zBt+ry{k6|FO4@QnhDf$U01-tRO%mFvL6|5F|uQF=EaRI;x}~XbV`a zt*mWlYF7(NTH4c$YG(B?=4znPU4pH10#N$~^W>Qtg_i zQ~|Zb?bb`cS=s)?Z;JFuKVIW_`pYRCKym?EYjL3a@V3^f&K7x~jU@B#m3JN_ynzS7^oh*EK-mNF483A0zshKzbJ`=0Sq zF(v*BB)6Iq#(N?Rc4?HHCCCRP$}e|=bVTuwg+a@}TTafOP@0Z{!60r(Kvm#_>(Fnk zV^=&{%I+}U1DmYHN+O}5L~|)_n>N1NSG$isRBSw88xbTz?@}SaB5O$lZOuiA)n5Xw zC*T~vUnqpKCzq4$gM|)=cPke>JfyqfqpxBgTpyfHH&tQ^L@3xZGs#7Zao0Tk+`7D% zb(`q&V!;ME62B-Ko2?B<#_<|UNiqiTB4fp}q+T0-R~UH9soqTpTwfgevnwg%O_~Jd zuexxSLI|At@<~Dq!_7lKKOqnf)Gi@Tb6uqnmxxhMnLV+bN~|cqEHRj?y|i3z7LYP` zwHIc{jglpf`RHno0NI&U1D+e-!+r)8q~l^Kl}wLS?I6}hG$BqYhwPPp%bg1Wig^R^ zt> zSwO(p=_?(KjbAKV%|*f%Vz{{&w+bso>jiruEmZ!5tff33eX%BcuC}deID4-=FN0zs#q=3l2^A%@;7V439 zwWnr$56W0`pf7LUIupna*8bX7Lg%QZ7doyHyze7u0kyk{gNLeamKeHF75)+0HH_Tv zyD%A;EA@bmM0&j#z-YR+H=jamxX9##i<>{^#3G z=2Mm6dlBGGGH{|FH(m{9w8{&pC0x)Qm1`UIp%^cAhZF-t174z>j!Jtca?(=hca0pp zbfRx^$*kcg8*%0D2{8PYwi<^H_-VXSXOEY1TmcI$=+xmJJd>tyZ&4P&!j<61Rh>$R z2ih>TI4Qo+*`Qn$`NW;bFQoC5@j_0$P~Be}KHi)90l74KSue}DuL$QCJ}TZILaWgH435v$jmoNbQuQiZWt#U^L+BeA zejEKM`u?WQ!^7UpeOb0Wr|0OD*GOMtQDe_GZUlzbbTk;%?JS=YmwPqX6ob0nV7laN zCC2aZ5Ym?T8=ywTVoMR+MuVyP5X@MI=8jZK;{_Ks`KbT60HIr8I8b51OIu)$bc{Qi zk--*6zh8JP(m1ak6sNR$*y$hQ&4%`BGR?o*yP7GEh%cVEKWCry#LZ#&1Ur|1+_eF&*@AP3E&@C(rbtO@2ZWg{{*HmJyXXqcHKGd4jh?%4 zv>_O{3B~L(2N|N-r~3*9mMvFx#UJNE3Ns%k^F2VKziaRojlWhuDhEHigDag8%&+4+ zCbsmY%c5rUmBv&NK%P?JJO4|lcr_83KQFS(wj8;jRhw?>hHvp~)_eHlfzze@UJpF} zkNCAK>*Crjdc9;Rrm##eAUkiqL5q_uBLX6bm!9C+eZ9aGD+4y-(aovwDvHUyyOM1H zGnXtA=X_Mwl~(y5DJTz2uhxLfzTnbx!oA*t^&FrE_@wCI-ZD&po32IcHuP3g+Flc! z7_zV~W?XU~2iBd$Rn4z%BwQI(#SVgM*J!ijDp1K?f5l?;LaAcjzfaa*>T!Cj?a!=e zTf+6holc^`Qdju>{O2-l(2v8ZxI~hD9o0}`rwfu+kJ4XMH4A*0)^ly!-G@k%gGo~GP7V_CuAjC%MW^=y|1H(9QV z;@G__T3SO%Lgtm8cdy+qD!WIPTVy3d+Vosqk$cBX>m|>43=M{KwOso9agT`2W-_=r zX?+y53^_+L+iIhRo_e_bHa`7^QL)OSW9o?k4;zR{`+oqxLlNt9ykNou7aBkkw&)O0 z{uQ2#M-SmzPdqz$qVWgnwyB^7T_0rR3FbB1ej3Tk960`Bxa{#8Q4qN3VUnR zhuz2h*WVN8pHT?x-cyLsSLR&mPt1PSAlI*z;=fU}dWxvbu5#pwzT}4KmV3QKUCpi@ zge8DdjiG8Ri13KkiI9SiSfAIDmSAtByE?H>=gkfgR--G%E%XdHSL7&b@@zJ#Dmj~& zTw(I1^2V+`>Sian(s|;nvBGJH4gG(tlL%TZRTl5{v2jWyX+9?ubA&*}wr)U&X7vii@Il#h{UVz35Z39eb3 zIU1<8^n)=np%v?x8mDcEfcF9q9;N&|abZ`8z4?j8?0tjv>LjJIYRH5sZ{7ZLRQ-!0 zRTTfjpFcP1vvykrAAfuh$chcQjy9AJdH~yuwy+v&R)}3aCq0q>(bc|^3?CissjvW* zg`~B6!J@HQ)CLXlI;he3AwNbAC^J$iomX@uaj~1z+l?}fw;T^Hx< zt5W#-;BnPPunIIi9lXOJ>zl+xa~JzG!0_rhHMLczhPf7h*jP8+(!$x7@ygHlD*R05 zCcweP{x@#ItCx-k#nT1q8SDRj5ZRrBvars7d9Ny$3KkPkkYGi&K>sST@Qsrlm8{(6 z?*%3(>l?~66TD(E>pj=5zS%Dr*}*-zf}tPkrn2%b^Y6|T5?h_SUjB&O%j6y(>zKCb zoQd#hNP-2urRO22ljpsCowx8+4cnDEk?|;b`RL+`483`*qQYZluYv-*;4Yt1s(Y2aGedWZncNb(&7^w-Mo5Yeq^eIW#N zN4`*o%jNbMpnZE&EzAey(1L<5=Ti! z7hzR^{FL$6cJSBj-%Ms>p+uE4Icx<+IH70;*z5S$sp&0`_1W6&VXYuCi=`X-v=9Ss ztRpjBn+nHer+57+*p)ui!$v_{nCP?P3UuV7Q(|$eXErSNl!c!l7eC<4mvE;PhK=(! zkH)CvUN8O{Y(2A{y1TbfA4_P;PJ2Zp)hEf?8u~}3N?3T-ef?pj@3w|;-OYMLb3^fA z?$-)E?fFD_vV zCd&XWTr%}V<<^7!vI^F30(<1WODa9UB45))q1!kln^WT|uwKv00?dKawoW%&V0stEvLaul{ zoh3n-sJsS;bV{84uSj+~nvI72mkIdDG8ZcMzw;Z9J{>3C^)QAIwz^IJJQ3B7ODU(7 zOm?Q6FsgChlvChk^3qz6IW}Sr85K5s@?%m%)LNB#H>~do>g0MSy?vpeI=8}k?C$X1 z3`kIog`v^;819xumQG)oaoe_gS$0!b-9Hi|9m89wDp)Xc(v z=4!0>!qsR+V(|^%dT2vCSG5&f2pKY|+f@98N<>blsdT8FwJdP*L%ZtpDlsdH$P8QdeHL{cK`TGnuS!B)fM{iDnxdsgwyIL9;`qu0ua7|1aJe z#)vOCFEdsUjqctPhPi+rVkapZ6)1iVP!IhEFWEv*i}3qzuBU{ebxy~hBtX@5Jk%`T zlc*FWTNzlAV+CKLxn)m}#oftz634dfYU^^}-6lQ96C7!qm4N9LU3MJ4=X+VI=cn6%TGpq!Kxrc~KBy zLh~UOQalP|a`!W;wX@oLMQ<&pvn$??v%wh;3(@Hlkg@{J@6XwqQx)7_*{wXr_$xLqJnoqv-5j5EK-nY`_pEB|A`H!MD3CRN18sQ0tsn+DAk=HyAg#_7%N9Zt`y_&WT z+&fdT!kE!JgT4$nyF{XNjy~YU*SeMLJJxiJ-OAKeS}zxYUS@w?RZC^fU%orLQbh<- z{l-JNUT)_&>EbA4OVf0AwDqVKDfE6j`~YNjb&gFJcQ|DnDp8xreV{fy@`jIQAo32n zJ|3Yu)%42UP)2&YX>TDuN$(o-RZ8b2lvz$ZI%{Ijce^i{ZHPcaN%i%m4=uqPOSS!~vbkG2g0#89?m9N&0Jpi4hs*L67CMQ&@ueO= zX`9{Jj?#Sqjad&RN7AVO6aO* z(iqh^#`C;&|Gd`7^yTx`cT%*?zW(tu_EB}#wVEyRx;eb>TAHs=L!pj#9Ac(9H<#-7 z%1k-OGntdyesF~=56LEvd`VQW)P1H9LIQUQ{sc+{Gi?rky+R7Hc%8QB8&NhQJM&hR zS(N`3zw>gZNh-jGOg~KqhwLBn>h(6)$CsuTu=%XdBcAD}Kiw7w$^hDjL&sGGR0x1u z&%oMqK}T^u1JXd1G^y=TUs4?+LLPsDAphJd`i)o#8M`e>Zx^ey+0U!OO>rC%w5o8x zd6YBdx1yNG1%ZCw6uA~Px1H<$oAGHZLfBJIef6vWBte06J7>%&GrM9p8Q~~z?hAyJcI1Qhj#Q|T}BEWPUeP*;~;9aiox3BCo>qE+=5VO3Zjli`rQj& z6SjttNqPohbFJP?USG^+c5 z;OzGI?4ITLCN`Y(@cF{YC1wrYy1$QS-Brwz#$|HEI!4R3-osR3nP3oH={og7RK(oB z2&Dr8-ebu?`Icsl*4%V3_xL2<7Lp-Rrf8rN*-83(ZgPGaIfu{+kPuRI1*$vezKh;u z+0GrHx`?6Dq!no}IZN$?OQ`Y*r0_8Wv0a6m<(HaEoaEX$q>1iw$_;qC;M>35-K%WA0G4om9)Hf{~tcd}?v5fmH} z6Oi6@0G8&C{0B~h18MtB>8vrmnOAO483(9ZrwxI$*jdmaMVwY;>bEPFyV85R1=^LZf zH}0u^_PHKxb2&UWLE&5%AN^B58anU+U@Yj7Zn?H6e5-7vv1ewF@i_$50dYC^z^gkS zLC_50dwe?)l)}3!`&i0LwirGi;Ndf31`T3fZs`iax z{&2Jk=d6d3xxbf)R-(clUBdNs_tV7NEK3*LCpS*q-8x*7gQ0Q-tF2rVTy(Tb!ko|4 z45~^>FbRiKI?;h)=~wr0vsxcqE*~1+c9)N*C^3KMhN(qcr}3VR!3;mkZbP!Luh4jz zy)%vI^@U#SG^Sk~7m}d=OO`any(V!BhO6&C=D%Eg1B|Y?VQ?)(%{3Z_2_U2y5s7>? zFW+jQpH<8t8Lp^K3@da;teY*@_&#Vjxqk&54`MFmqAfk7t0bUUPLU`@c4Wmlvx(nD z$n_yq%(cFRN;Pkjd!|!6_RVaU`v{IQ@yTN#Nk7qbQwLEmn3~r-J`j5^RXgnv$vCrp zm57F_x=9UMkHW?m$9fs(XLDn>omZN!``Re3y92GAzfvC`^!hrL^D}t5d8It08lf-cVt5NY0AZ}i%`WonG zh+ls&yizSpP@o;uMf#={E)O#F^w&M3oH5^NrN?DGZan{^n_c0%O9f9n3}|K?$z-A* zq89}s6K?rx=Wju3owNM<*>sf@0@^6I)$>xQ-^;pCre3w0cG^N*2=~WWir@ZCje-Cr z{&QLyfJL3eQO-~}Z>{=MVffv>+xubwf#vbOp*X)MFn}wkMpGi_m^Wv5CLSW5JWYHNV|^%jv|bfOLn9u8uK#$LF#N=% zcPRknr;4MKE#)gMaD$vauH~plFS5bX^y~nF#Y*SS1y7*__X4M`R;O$KDPb;UL-xWd zJ`fIRypFB)->Dug*AU-|5fz*uZQ&e7)94@rlvXj6@AavhP$(Bb#w)?iMfPj}t?UPM zlS4S{@t=>u#$uL)I6*X$dudAbx+kYp;lECACu`5M7_MJZFcB?TMG#v3NiDfQToX^} zw%%jo;&{){xS`h?7X|jqc~l?3g*U!QhUVp6Bd%;#1s3Xlq>3bf7He~Od6i=D2NJq} zP0KU{?S3n#nWCERTD-COQx=e>ZJy{52@#JJIkzgruA3%N#tqIV38_?Q+yYo$Ud-ah zU4X0(`18=rh8h?I{~>Sz{#i`p<;?)r3b^D?8Ii7A1Ap1d9!jybL_)H7t9>Fo{@B@`Ax{ z=Vm#HddoWb~{?Qsz+Gt{_l;j{LYy&wM-2%q)L3BLxLJ_B7Wrb8ZY^4Aig zKOK+03BcR6qX$$Eqetn~q-m0|qr+E-Oq1XOL(|z7FH*Ps#9-^oY74`>Ic*V4#jz&G-72$?yHpmPNoyfMYrl^P+mmIP5bA-HZv zJVI72NZ~huvAAzVR&6hK?Ze0YeE=nmC;9KOBEUvd@AA$36T3aIrYOM&gg9>Kg_G+? zd*Exx$4^Sp{E;a>4qxtZ6IP8)iPG7ow~1hxmLO%IFV1p$jHD)t5K5X=V{b;`(~}to z`46jcd%vLFwKI>UV0A1Qej@{oEkeLUc>mDuZi9e9#UIe_4k7+U4sWN}z(7#v8O?6R zJ)q5CL%|`M`}R9aYo(5RxptmHMK@fN7@zcMOhkJ&JsRl3(rvzg_$t=qCa$yrj~x7q zZ^{g~oGYBGZ2)i(qniCxM@1^sbY~2u;v9DaW#s48hr^kyV`L1 zv*L&m-q5U7etcz-u9ni^GdvhbwHuLZ@0W9$3<3?8TNs>4_{Dn8QTQC+oiY zG(1WcpHw!7I6w`}#NBMMXlToY8f9Cyp{&XdzGDlP+dSWX+^sTq?|u%%j;_L2l2X8Z zJANb^kVgZ-^uJ4{x-V3CZ6h!bCvFiU@_0;$*Ec*uHR~g<4nWegKB_csCbunZ91D}s zAQ+ICjdN5rtfrbx!K!98-y1iOfN<|?mS|9=7v_45pvR9lx70y+^Yj)`F3l@5XxyE~=Y;N;5ozpQY zSKVtcMZ94KDwVR~5Lr18DIvm296R=LJM&aN3cT1EzW-cy1cqae1aogiH%|fPOo44v zIiQUyUiry@!!Q;6Ma+CQyr?76BEfSd<#RJRe37~3%ag-Q$&z_y&G^FA0FzN8q1Ehc!*=N=Jdt23E ze4lR!O%mpim0)+ZVqyd}OugD{@YQl)cyo2-9()uHD8o6ev$LTs+X;J5*Shg=n6;h> zqj8`ysFd@6n}cMfMqsiO`}Y5OESTDK8lv#IVBYOtLkS;;eo=@RS(h-u3fJ-BB#Hj6 z89*24$j`IAUNs}fS}W(?M_w^on+W58wyEIPn*jr>pUQ fI~+0jeYXUE*5c=O9hm6u06$GtU6p#J7g7HMas^v} literal 0 HcmV?d00001 diff --git a/docs/overview/index.rst b/docs/overview/index.rst index 3d95def76..90015e783 100644 --- a/docs/overview/index.rst +++ b/docs/overview/index.rst @@ -10,3 +10,4 @@ Overview Architecture kyuubi_vs_hive + kyuubi_vs_thriftserver diff --git a/docs/overview/kyuubi_vs_thriftserver.md b/docs/overview/kyuubi_vs_thriftserver.md index cb868e6a0..b61e046b0 100644 --- a/docs/overview/kyuubi_vs_thriftserver.md +++ b/docs/overview/kyuubi_vs_thriftserver.md @@ -1,12 +1,248 @@ +

+ +# Kyuubi v.s. Spark Thrift JDBC/ODBC Server (STS) + +## Introductions + +The Apache Spark [Thrift JDBC/ODBC Server](http://spark.apache.org/docs/latest/sql-distributed-sql-engine.html) is a Thrift service implemented by the Apache Spark community based on HiveServer2. +Designed to be seamlessly compatible with HiveServer2, it provides Spark SQL capabilities to end-users in a pure SQL way through a JDBC interface. +This "out-of-the-box" model minimizes the barriers and costs for users to use Spark. + +Kyuubi and Spark are aligned in this goal. +On top of that, Kyuubi has made enhancements in multi-tenant support, service availability, service concurrency capability, data security, and other aspects. + +### Barriers to common Spark job usage + +In this part, the most fundamental one is how we define a `Spark User`. +Generally speaking, a Spark user is a guy that calls Spark APIs directly, +but from Kyuubi and Spark ThriftServer's perspective, +the direct API calls occur on the server-side, +then a Spark user indirectly interacts with Spark's backend through the more common JDBC specification and protocols. +With JDBC and SQL, Kyuubi and Spark ThriftServer make users experience the same way that interacts with most of the world's popular modern DBMSes. + +Using Spark APIs directly is flexible for programmers with a bigdata background but may not be friendly for everyone. + +#### High Barrier + +Users need a certain programming framework to use Spark through the Scala/Java/Python interfaces provided by Spark. +Also, users need to have a good background in big data. +For example, users need to know which platform their application will be submitted to, YARN, Kubernetes, or others. +They also need to be aware of the resource consumption of their jobs, for example, executor numbers, memory for each executor. +If they use too many resources, will it affect other critical tasks? +Otherwise, will the cluster's resources be idle and wasted? +It is also hard for users to set up thousands of Spark configurations properly. +Key features like [Dynamic Resource Allocation](../deployment/spark/dynamic_allocation.md), Speculation might be hard to benefit all with a one-time setup. +And new features like [Adaptive Query Execution](../deployment/spark/aqe.md) could come a long way from the first release involved of Spark to finally get applied to end-users. + +#### Insecurity + +Users can access metadata and data by means of code, and data security cannot be guaranteed. +All client configurations need to be handed over to the user directly or indirectly. +These configurations may contain sensitive information and let all the backend services be completely exposed to the users. +For example, in terms of data security, the [Submarine Spark Security Plugin](https://submarine.apache.org/docs/userDocs/submarine-security/spark-security/README) provides SQL Standard ACL Management for Apache Spark SQL with Apache Ranger. +But in the end, this kind of security feature is at most a "gentleman's agreement" in front of programmers who can write code to submit jobs via Spark code. + +#### Compatibility + +Client-side compatibility is difficult to guarantee. +When a user's Spark job is finally scheduled to run on a cluster, it faces problems such as inconsistencies between the client environment and the cluster environment, conflicts between user job dependencies, Spark dependencies, and Hadoop cluster dependencies. +When we upgrade the server-side staffs, such as Spark, Hive, and YARN, etc., it is also necessary to upgrade all of the user clients with transitive dependencies as much as possible, which may introduce a lot of unnecessary compatibility testing work, and it is hard to have complete test coverage. + +#### Bootstrap latency + +For long-running Spark applications, the bootstrap time is negligible compared to the total lifecycle, such as Spark Structured Streaming. +In this case, the task scheduling and computing are fully thread-level with low latency and fast response. +For short-term ones, the bootstrap time counts, such as the `SparkPi`. +Relatively speaking, this process is very time-consuming, especially for some second-and minute-level computation tasks. + +Spark ThriftServer is essentially a Spark application in a multi-threaded scenario. +It pre-starts a distributed SQL engine consisting of a driver and multiple executors at runtime. +At the SQL parsing layer, the service takes full advantage of the Spark SQL optimizer, +and at the computation execution layer, since Spark ThriftServer is resident, there is no bootstrap overhead, and when [DRA](../deployment/spark/dynamic_allocation.md) is not enabled, the entire SQL computation process is in pure threaded scheduling model with excellent performance. + +![](../imgs/spark/sts.png) + +The JDBC connections and operations are handled by the frontend thread pool as various requests. +And the corresponding methods of the backend are called to bind to the `SparkSession` related interface. +For example, the `DriverManager.getConnection` at the client-side will invoke `SparkSession.newSession()` at the server-side, +and all queries from the client-side will be submitted to the backend thread pool asynchronously and executed by `SparkSession.sql(...)`. + +First, in this mode, users can interact with Spark ThriftServer through simple SQL language and JDBC interface to implement their own business logic. +The basic capacity planning of Spark ThriftServer, the consolidation of underlying services, and all the optimizations can all be made on the server-side. +Some people may think that only using SQL does not meet all the business, that's true, but the service itself is targeting users that migrating from HiveServer2 for the reason of query speed. +With UDF/UDAF support, Some complex logic can still be fulfilled, so basically, Spark ThriftServer is able to deal with most of the big data processing workloads. + +Secondly, all the setups for backend services, such as YARN, HDFS, and Hive Metastore Server(HMS), are completed in Spark ThriftServer, so there is no need to hand over the configuration of the backend services to the end-users. +This ensures data security to a certain extent. +On top of that, the server generally has the ability to do authentication/authorization and other assurance to protect data security. + +Finally, the JDBC interface protocol and C/S architecture under the server-side backward compatibility constraints basically ensure that there will be no client-side compatibility obstacles. +Users only need to choose the appropriate version of the JDBC driver. +The server-side upgrade will not cause interface incompatibility. +As for the potential SQL compatibility problem in Spark version upgrade, it also exists when not using Spark ThriftServer, and is more challenging to solve. +Moreover, in Spark ThriftServer mode, the server-side can do the full amount of SQL collection in advance, and the verification can be done before the upgrade. -**Kyuubi** is an enhanced edition of the [Apache Spark](http://spark.apache.org)'s primordial -[Thrift JDBC/ODBC Server](http://spark.apache.org/docs/latest/sql-programming-guide.html#running-the-thrift-jdbcodbc-server). -In enterprise computing +## Limitations of Spark ThriftServer -It is mainly designed for directly running SQL towards a cluster with all components including HDFS, YARN, Hive MetaStore, -and itself secured. The main purpose of Kyuubi is to realize an architecture that can not only speed up SQL queries using -Spark SQL Engine, and also be compatible with the HiveServer2's behavior as much as possible. Thus, Kyuubi use the same protocol -of HiveServer2, which can be found at [HiveServer2 Thrift API](https://cwiki.apache.org/confluence/display/Hive/HiveServer2+Thrift+API) -as the client-server communication mechanism, and a user session level `SparkContext` instantiating / registering / caching / recycling -mechanism to implement multi-tenant functionality. \ No newline at end of file +As we can see from the basic architecture of Spark ThriftServer above, it is essentially a single Spark application, and there are generally significant limitations to responding to thousands of client requests. + +### Driver Bottleneck + +The Spark Driver has to both play the role of the scheduler of a Spark application and also the handler of thousands of connections and operations from the client-side. +In this case, it is very likely to hit its bottleneck. +The Hive metastore client on which the Spark analyzer depends for resolving all queries is one and only, so there will be more obvious concurrency issues when accessing the HMS. + +### Resource isolation issues + +Over-sized Spark jobs encroach on too many of Spark ThriftServer resources, causing other jobs to delay or get stuck. + +![](../imgs/spark/hang.png) + +With Fair Scheduler Pools, Spark ThriftServer has the ability of resource isolation and sharing to a certain extent. +It will send queries to a high-weight pool to get more executors for execution. +In essence, resource isolation such as CPU/memory/IO should be something that resource managers like YARN and Kubernetes should do. +Doing logical isolation at the computing layer is unlikely to work well, and this problem exists in the Apache Impala project as well, for example. +And it is difficult to avoid the problem of HMS, HDFS single point access, especially in the scenario of reading and writing dynamic partition tables or handling queries with numerous `Union`s. + +### Multi-tenancy limitations + +Spark ThriftServer itself should be a multi-tenant-enabled system, i.e., it can accept requests from different clients and users. +However, from Spark's design point of view, Spark ThriftServer implemented in a single Spark application cannot fully support multi-tenancy because the entire application has only a globally unique username, including both the driver side, and the executor side. +So, it has to access all users' data with a single tenant. + +Spark ThriftServer occupies a single resource queue (YARN Queue / Kubernetes Namespace), making it difficult to control the resource pool's size available to each tenant in a fine-grained or elastic way from the perspective of resource isolation and sharing. +No one would like to restart the server and stop it from serving to adjust some pool's weight or increase the total computing resources. + +### High Availability Limitations + +The community edition of Spark ThriftServer does not support High Availability (HA). +It is hard to imagine whether a server-side application without high availability can support the SLA commitment. +It's not that difficult to apply an HA implementation to Spark ThriftServer, but tricky. +For example, there is already a [JIRA ticket: SPARK-11100](https://issues.apache.org/jira/browse/SPARK-11100) with a pull request attached, see [SPARK-11100]. +There are generally two ways for the HA implementation of Spark ThriftServer, namely `Active/Standby` and `LoadBalancing`. + +The Active/Standby mode consists of active Spark ThriftServer and several standby servers. +When the active crashes or hangs, the standby nodes trigger the leader selection to become the new active one to take over. +The problems here are undeniable: +There is only one active node runtime, so the concurrency capability is limited. +When a failover occurs due to hardware and software failure, all current connections and running jobs will fail. +This kind of failover is expensive for client-side users. +The clients will retry simultaneously, so it's hard for the new elected active server to handle the coming flood of client retries. +It's very likely to crash again. +The Standby node causes serious waste of cluster resources, whether Spark dynamic resource allocation is enabled or not. +A more appropriate approach to solve the server-side single-point problem is to add LoadBalancing support of your own. +So that when client requests increase, we can expand Spark ThriftServer horizontally. However, this model also has some limitations. +Each Spark ThriftServer is stateful with transient data or functionalities, such as some global temporary views, UDFs, etc., which cannot be shared between two servers. +And it's expensive to expand with computing resources together. + +### UDF Issues + +For operations like `ADD JAR ...` or `CREATE TEMPORARY FUNCTION ... USING...`, classes or jars might conflict in the Spark ThriftServer. +And there is no such way for deleting when conflicts. +Besides, since UDFs are loaded directly into the Spark ThriftServer, if they contain some unintentional or malicious logic, such as calling `System.exit(-1)`, which may kill the service directly, or some operations that affect the server behavior globally like Kerberos authentication. + +## 3 Kyuubi VS Spark Thrift Server + +The HiveServer2 is also introduced here for a more comprehensive comparison. + + +|| HiveServer2
(Hive on Spark) | Spark ThriftServer | Kyuubi | +|--|--|--|--| +|**Interface** | HiveJDBC | HiveJDBC | HiveJDBC | +|**SQL
Syntax** | Hive QL | Spark SQL | Spark SQL | +|**SQL
Optimizer** | Hive Optimizer | Spark SQL
Catalyst | Spark SQL
Catalyst | +|**SQL
Parsing & Planing** | Server Side | Server Side | Engine Side | +|**UDF
Loading** | Server Side | Server Side | Engine Side | +|**Job
Submission** | A query is
split into
multiple
Spark
applications,
called
`RemoteDriver` | within the server | Using Kyuubi Engines with different
policies for isolation
1. `USER` level isolation, where different JDBC connections of the same user share the Engine belonging to the user
2. `CONNECTION` level isolation, where one JDBC connection has one Engine, and the same Engine executes all SQL within a connection | +|**Spark
Compatibility** | Single
version-specific | Builtin| Multi-versions | +|**Catalog
Management**| HMS | HMS | HMS | HMS, various data lake frameworks and third-party catalogs | +|**High
Availability** | Yes | No | Yes | Yes| +|**Multi
tenancy** | Yes | No | Yes| +|**Permission
Control** | SQL Standard,
Fine-Grained | No | SQL Standard,
Fine-Grained | +|**Performance** | Fair | Good | Good | +|**Client
Concurrency** | High | Low | High +|**Queuing** | for queries | None | for Engines| +|**Resource
Setting** | for queries | for pools | for Engines| +|**Compute
Resource
Management** | YARN |pools| YARN, Kubernetes, etc. | +|**Resource
Occupancy
Time** | within a query | Permanent | Using Kyuubi Engine to request and
release resources
1. For `CONNECTION` level isolation, an Engine terminates when a JDBC connection disconnects
2. For other modes, an Engine timeouts after all connections disconnect.
3. All isolation modes support [DRA](../deployment/spark/dynamic_allocation.md)
| + +### Consistent Interfaces + +Kyuubi, Spark Thrift Server, and HiveServer2 are identical in terms of interfaces and protocols. +Therefore, from the user's point of view, the way of use is unchanged. +Compared with HiveServer2, the most significant advantage of the first two should be the performance improvement. + +From the perspective of SQL syntax compatibility, Kyuubi and Spark Thrift Server are fully compatible with Spark SQL as they are completely delegated to the Spark SQL Catalyst layer. +Spark SQL also fully supports Hive QL collections, with only a few enumerable SQL behaviors and syntax differences. + + +### Multi-tenant Architecture + +`From wikipedia`: The term "software multitenancy" refers to a software architecture in which a single instance of the software runs on a server and serves multiple tenants. Systems designed in such a manner are often called shared (in contrast to dedicated or isolated). + +Kyuubi, Spark ThriftServer, and HiveServer2 have been designed for a typical multi-tenant architecture scenario. + +Firstly, we need to consider how to 1) make safer and more efficient use of these compute resources based on resource isolation and 2) how to give users enough control over their own resources. + +HiveServer2 is supposed to be the most flexible one. +Each SQL is programmed into several Spark applications for execution, and the resource queue, memory, and others can be set before execution. +But this approach leads to extremely high Spark bootstrap latency and can not efficiently utilize resources. + +Spark ThriftServer goes in the opposite direction because there is only one Spark application. +It is impossible to adjust the queue, memory, and other resource-related configs from the user side interface as it is already pre-started. +Queries can be sent to pre-set `Fair Scheduler Pools` for running in isolation. +The `Fair Scheduler Pools` can only provide low isolation within a Spark application and be configured before Spark ThriftServer starts. + +Kyuubi has neutralized these aspects with two other system implementations. +Kyuubi applies the multi-tenant feature based on the concept of Kyuubi Engines, where an Engine is a Spark application. + +In Kyuubi's system, the Engines are isolated according to tenants. +The tenant, a.k.a. user, is unified and end-to-end unique through a JDBC connection. +Kyuubi server will identify and authenticate the user and then retrieve or create an Engine belonging to this particular user. +This user will be used as the submitter for Engine, and it must have authority to use the resources from YARN, Kubernetes, or just Local machine, e.t.c. +Inside an Engine, the Engine's user, a.k.a. `Spark User`, will also be the same. +When an Engine runs queries received from the JDBC connection, the Engine's user must also have rights to access the data. +Besides, if it needs access to metadata during this process, then we can also add a fine-grained SQL standard ACL management on the metadata layer now with [Submarine Spark Security Plugin](https://submarine.apache.org/docs/userDocs/submarine-security/spark-security/README). + +The Engines have their lifecycle, which is related to the `kyuubi.session.engine.share.level` specified via client configurations. +For example, if set to `CONNECTION`, then the corresponding Engine will be created for each JDBC connection and terminates itself when we close the connection. +For another example, if set to `USER`, the corresponding Engine is cached and shared with all JDBC connections from the same user, even through different Kyuubi servers in HA mode. +The Engine will eventually timeout after all the sessions are closed. + +As we need to create Engines, on the one hand, we can configure all the Spark configurations during startup. +On the other hand, it does bring the Spark application bootstraps overhead here, but overall, it is just a one-time cost. +All queries or connections of the Engine's user will share this application. +The more queries it runs, the lower the bootstraps overhead is. + +### High Availability Capabilities + +The HA issues in Spark ThriftServer have already been covered in the previous section so that we won't go over them here again. In Kyuubi, we provide HA in the way of `LoadBlancing`. Kyuubi is lightweight, as it does not create any Engine when it starts. +It's cheap to add Kyuubi HA nodes, so horizontal scaling is not overly burdensome. + +### Client Concurrency + +The compilation and optimization for queries in both HiveServer2 and Spark ThriftServer are done on the server-side. +In contrast, Kyuubi will do these at the Engine-side. +It is instrumental in reducing the workload of the server and improving client concurrency. +For task scheduling that belongs to the compute phase also happens at Kyuubi's Engine side. +It is not as heavy as the Spark ThriftServer, where there is an intense competition between the client concurrency and the task scheduling. +In principle, the more executors there are, or the more significant the amount of data processed, the more pressure on the server-side. + +### Service Stability + +### Service Stability + +The intense competition between the client concurrency and the task scheduling increases GC issues and OOM risks of Spark ThriftServer. +Kyuubi has no problem in this area due to the separation of the server and engines. +The UDF risks cannot harm the stability of the service either. +As if a user loads and calls an invalid UDF, which only damages its own Engine and will not affect other users or the Kyuubi server. + +## Summary + +Kyuubi extends the use of Spark ThriftServer in a multi-tenant model based on a unified interface and relies on the concept of multi-tenancy to interact with cluster managers to finally gain the ability of resources sharing/isolation and data security. +The loosely coupled architecture of Kyuubi Server and Engine greatly improves the concurrency and service stability of the service itself.