ࡱ>   @=z) snm`uqmǷ#7x6#H)xU.: aCI Y% HA2ss9DE %JVAĬܷ6wg3gUOwUt7qxYqE:NƲU9rBqzgv'S$A1ߢC_"CɃ)#&.*t8S/iƓ{Fy3 uҗLs:+ᝎ*Js%2,s_䘪*_Ӊ_rIQW7iG|:1`ʄ)>́>zR#!=r{?}pU#cO6w8]FѳSML]͝LN;9WO]uIǻM{n Okt\'jmN(sv3w^!iى*(Ļom\Nj6NOvj^DMS|{C'E!1]ILc(/W| /vOTeJLXot!ȷ/-[>ηoy?־}k-/[^ʷW^:*˷P|w-[Q/|u|˽cBLJcwYNq]ZMu *c3 *긴UT2z4IB1k>G=L٤z讃hCM&&I3q wn(6>"Mu&0&>Rä?4M!yԡ:Pt(Ml2&dGQ4oIFjGlRItGRhCMR8M1l2!d ǡNq4oIJ&ؤ0yICtUSMRa4&cLb~N=M Ou&oMIZg xXc} l7Tj,5 6IK/L0iǦI#$MI 5IG4i2MfƘLtԙX>4y#`XӤ!4&4Ewc$ j!MfhLcY1&0?uϠy3M2`Lh4bf¤ fnUSM2{J,Ml2'dgY4oI&zgҔcl&ٮ9ylIst7EҘ,CM2z4ɂ0q&>6ӛI3$o&Tgj#`\Ӥ)&͑@ws$Mj#Mia1&s0?u?&ɛ&MKa&~I3J&sda\G]HwL~YϤwi%LcI+t@Ҝ&c,4&bLa~":f4;{,iHޤjIn,5&y|I+MlFBݭjI^&Ik~ͤ%?>^&Ewk$-7$_gkE3L}}6qvn&YiR) Ljf¤-n5USM g묉4)0iLR6i!iCu&3I{MlQG푴jI,5&E1&4MڱI'aI'tw@Ҏ&/b,4Y&bLa~ 2,_Bf0iҞM: H:#TM5)aMM^t4&]I'$] Iǰ&&`L:ktd¤3#USM^Ű&&%0&]Fl&ylI7twA҉bCMJbX`RA߭UӤ3t&]tGwW$jRÚt4&=I7$= IaMMbLckl&]1lIOtwGҕCMy4)0iҍMz HznTM5y#`SӤ;&=FwO$ݩjRÚTLzi`>¤>USM*Q5&{ =ޚ&=٤0鍤/{#IT*|DTLhb~¤~USMwYiRW3iқM H/TM5AߡeMIM(ϤI-L+٤IK 5EߍdMI}iҗMH?TM5CdMI][&d0y @tUSMH&dU2̯@]+hL]&Ml2H @2j@Md0d0"y& ;*4iH 4&dhtB2&4iLLk d!d0!d USM쭉4iJ)L5MPad( jI35&žMl2L A2 C jɛXk"MZg@ѶR$Wtkx5 E2CDS]nIK5&}0M!l2B C2Ð jIњ&mslpMl2R G2Ñ jI[̖5&IMal2J@2 # jI{,5&s'HMl2ZD2# jIGg2Jd&A($#j҉>O`MIgzg2Zd$&Eh$#j҅'.MVi`51&+0 u y3M{=1&d0d ETnhk"M=&d0d<"MT^Wk"Mz:=q&cd0d!CT^Fk"Mz<&cd0d"#KT>4k"M< &d0d' GT~#k"M{<&d0d2'"OT5D x&4M&a2 tOB2&}d?6eH{2TWj2#`M`{g2EdL&SLC$jM&d3i2M H{*TM5Jӳ&d3i2MfiHf{)TM5N&d3i2Mf Hf{:TM5I&d4& $=4כ4Cz&35Mla2ltD2&cuDk"Mkf,Ml2GB2ݳ̠jxz}ȚH g2[d&&El$3j2^ LfhA2s̢PI{5&w\dl6/L"HfS5d >gMT3i2MyH{9TM5Fӭ4NI=&sd0d!#KT˚H3Yi2M H{yTM5E54MBMlX,D ̧jz &d./=E& d0Yd !Y@Tytl&d>bMlT,F݋,jͭ4YH3YiM %H{ ETM5YDϚHŴx&K5Mrart/E&K,4Y&+2$+н ,5&3YiMV HV{9TM5YNDgBd&+0 +,jJ4YE3Yi=V HV{%TM5YM˚H5d4Y!Ű&&'1&4Mɻdwѽ^°&&1&kͯQ ޵_Ӽ&g0IYɻ&d0y~tdUSMaL4yM&!y!y&1Ig&atG.USM.`X`5Mc}$>jr Ú\4&$}~|aMM4yM H j%5 609irMCHTM5aMMaLkda$0TM5 Ú|09irM>&G|#HQ5 klr#`a6H|#t0USMn`X`5MQa!|i&!9|@T$F䨦ɇl09ctE!USMbX`o1&4M>b>#|aMM|irMN@HR55 609irM>&Ǒ|HQ5 kl#`rBc6T@)O &?bX`O4MIa qaMM~|irMN OBHNP5 kl+F䤦'lrZDr'|BT0&4M>e33>SaMM49&gi$g}IaMM49&$})<6٠iM6ŘMX4qFYMlr^Ergj5 6s&g3arg> USMBT5񙄪Par^,\&\@y$gj¬$+L>49&gH.3$稚jOų&>*0irM. H.TM5IXI &5M>c"辈3$T %M l0st_Br&T"k3I ˚& ar辌"USM$gzF|irM&#ݟ#DT*5$SɄ&0t2USMg"ɗ&Ua%TM5IRXIJR\4M +H /jJ&>*0i%|%L" W|ITHiM|&iTarM |-L!א\jɳYk3I 4M7+$ߠ+$WjN&>skMklr]|:Fr&UzaWlrC|AUSM2 gQe&5Mf:辎kdR$,Lnh|& $}7TM5ɢXIVU4&M$}udS٬$.Lni`;;辅USMrgS&5Mn]ar]tFr&ϫ等$%Lhbo$ߢ[TM5ɭr[IG4& HC]$jW&> [M;l0Sw&w0=t.USMT5W&߲}a=ɷTM5) XIAUP4M~&{HjI!UȚL 侦l@G|OT"5UE&Ga{TM5yQhM|&/MlP<@ܧjI1U̚L^V/ 5M~`ɏH~BH~jIqUܚL^Q&ga~USM^UZI UBi#"L~B B#USMJgRJ&?wfcnl3_3TjRZ&h& __DT25񙼦^&j& __LT5So&7$7$P5դ*oM|&ׅ&ɟw$w$R5դ`M|&UEaol0_oTM5*YIeUYi;<&"y?NT*5TUU_&_n6n俌5YIuU]<4M0yD1&5T k3j w_1MG,$&MTk3i x&al@ăAXăIUSMfg\5&5MI0pXćI\޴&>0IiM 0H0GT5RII|6I$La0OT֪0IiM 0H 0I@T65UmI"Mp6I"L ,$&T;k3i Ě& a"1LR5դ`M|&UGaD$$&I`I`&T'k3: g4MI2a $jIŚL$I6I.L 9,$ USMng]u&4Maa HgjC&>0IiMR0H0IJT^5VII26I)L"`0IFT>0IiMR 0H0INT5SIJM6I-LR 5,R$&Uk3yK%LRi`Ha HTM5X@5P4I&iIjEjj 5ȚL$R$<+L"a,,"a&*ښL!$Ij6I+L -,$5USMg2L &jDI:a, YDR5dnM|&#aV$ <'L9XIT#d%Li<&I:E:%j0ɥiM\0\0ITj5,S˄InM$0 穚j\-&>j0ɣiM^&y`,$USMVgJ&y5MrI>a`&jZ&>5j0yA$D ``&kZk3Y |&y$0TM5Y (Mؤ0AXDlP|&4M6ɖ ߄7Ѽ&Fa_$&aPa&&k3٬6 &QlRHA!XIUSM-gUm&5MIaaRaQ&jMm&>j0)iRMB0(B0)@Tj5T;IaMlRTAQXIARd-LhbI"0)DT=j5U{IQMl0) `Q&jzۚL}EM"lRLbx&EjzǚLU 4M% `R&I1M٤0)(j_&>eMa2 ^0y&k39 &UaR¢8LQ5:dM|&aalRBx&/S5:bM|&ɫ&٤0y%a*LS5C5|>&%4M^aR¤ JL^jQuԚLc¤ɫlRZAiXɫTM5X}lM|&qaRJӤ&`P`R&' k3D}"LJkdׄIi0)ITOէ¤I)6)+L,,USMNgrJ&ifr5k0)MT5QgIYM2lR^AyXIUg:'Li& r0x`USMΫgL4)&IyTEyjuL.uMrlRQx&娚jrI]&>0iRM* 0 0)OTgBT4yM* 0 0y&_/䊺"L*iT`*¤ L*P5䪺jM|&5aRYӤ"T&aPaR&_IMJlRMTA5XTI%|&>o7¤Ie6.L :,¤2USMgrC&4MI aR 5`Q &UjrSݴ&>[0iRMj 0 0JT5QwI MjlRKԀA-XԀI5Uw[0iRMj 0 0NTwg^4&uI-ԁE-Ԡj=uϚL¤IM6+Ljà.,jä&USM~P?X@4&IԃEԢ77\|;De~ܷ婗%R?M`O_{5,0eνS:][fGSr`\[,oY#xn$55 `[y[*Ք jB`[Ux[ **UU *"`[9y[*˶'~,eSwgLG|wa}cNoY߬vq?O7:{7j߬Msfu޲_o_ 믬OX~]SW=tϾ8ӥhiNǡ'pՉZ.Y:'B˷9>92<5msq6'}uɹȉrO;_R`޵aGe'g2hoڸm.N'm"57(b8m8noOLBb>,WQ^y!>˔d>˱ޖ&8X:{Q9J,CDoܾwefMtu2>p/隸 ;;ܛ8Vft`ꎞ>8GN4,DW,e!qx=qՄ]R~>~qlx)8q~Gݷݟ#?:QdxǵpOVqݑP,:Yvgq:;i}a'ʁQX+3V-vKSQ7r~wsw]_3Εn)Mw}gWw={?ٮ 9c>5e<,uzQxkvg4ԷGp7rP޷??.I޿dשžp/oN G#Rl[׷rsOOp_hiYZ%w<'^Nν?-G#;R.wc̣K 4N{&8%In|Ȣ20c@=q+ #N˖}.gZ#WP7 lq;&?+x|7𹄎ԀAzD%tB{DT:H * ҥ@Į9ɞ}>{?̆͞n%/$❲wQ։pD ͎8S|,!G}Vg`;'LW@UPN&O%^ݗ/ۖ-DeWʯ/z=!#Wp'5JcX`a<4AWt9]v_gP'U'vg|_}o }'Om>·o{wM}۫Wmmwҧ qx0a}7m^Do/~}۽cFGƱDS;~Mq]a)/.|w\^q yŜ"RwLXI@R|CM:Iwe=j`a1RՐTPd5&\/ec5,awH".4$9niiMƚ,z Rlu3MRкg 4LlRI-t@RCMRbLjmˤ:ƲMj"HS]fI*&$5FVjrw5p6k!Au&i6KU&+dM B]hLPIm2ɏXֲIm$u]IM+ 5IKLhxX=a7]I-ð&&bL!.A:6$uԦP$$=z&uؤ0>!CT 4giRMH$ .USMð&&3iRM H>zTM5D4YiMǚZؾ4y#`@$M HHd9<o_c&~ ԧP,$$+3L}]&~ݍ4PlXk"M~=ƚ& ٤0i)#iHT&||ˤw(mb&H FTjÚ䢯44i&ͅIS$IcKZig44i&Q¤(t7C҄&yIsMlB4G͑4jI> kl#`iҌMZ ($-USM gFMl9d=7nnIAgBӤ9&-Bw $ͩjR#`R$MZ HZ%(>k"M`LZ13.|,nßyK@ u ou3Mƒ>fM\֚&-٤0i-[#iITb$ؤ8FI+6i'L i6HZQ5I[~ˤ5??DzM"iHZShI `-&d[&oAFnII,gN:wvHP5դ5 6y#`^Ӥ-D HI[t4i&I$I;aMM^Dsk\&9lP2{4)K3iҁM: H:#TM5)GI'Mh6"L:!NHjR~G5&1x&5M:IWaIWtwFґ&1XiR~gEӤt&]tCw$jR>gt2۹ktE]tP*A̚&U3I7M.lCtCݐtjI]֚HjyiҕMz Hz;TM5NLzhtc^¤^USMjb4ILzjtg¤';USMjg@4MwLzqw`&Aw/$=n5Ԥ}3iғM H7TM5K&Ҥ}3iҋM >H^TM5ϱYiR>4&I_$Io4'y&4MatC҇& ID4x&5M@a@tGҗ&s'd66k ;PwaZ7Ӥ NdI?6$L HQ5դiLiҟM H{ TM5iF'&Ҥ9}3i2MAH{TM5[i҂' 4&C`$C=@D{&C4M+dW= D[iҚ 4& H^EP$j҆*Mvjlgݱ&۱u7u3M{]=W4M0a a~uz&j eU$*TM5iOa&ҤQ6Wd0d!y&~=k"M:{<&kd8=ɫTM5DMLFh cddUSM:4B9L^4& אא jIWzϑ5&5HMl0 tD2&݃&(a:Q~kTM5A%&Ҥ'o3yCd$&o 7jI/z5&=(Md0d G!y&}hM7Ma2ɛ Ziҏ~뙌4&o 1HB$jҟ~iMgh6y[mtd4USM<4MưXa~  _Yi2~V㙼i&&o#IT!iKd|kP?]nPg2V-6/L"Hޢj+g2Nm6yGC!y&kD כ=&c]a2ɻd,USMkDV=w5.q=lqTwj虼i2M&"y"OT5&kf{&a ~;TM5y^&d♼i.L&#KTZg2A=6$L& Hޣj5&oq=&da2dtOD>USMޢZi63i2MIH{ TM5KwL&kLdd${2TM5Gw&d<}L4& )H>D$j}OjMɻ=gd6H|#td2USMޣ<5MTa!OkXi2L>4M LCGH>jDz^&d=x&S5M>dd*螊CLdGl2CLC2Ӑ|DT)t&:6x&5qLIJM#HReɇtl&#<&d0dg FTt[i2ng2Sd:&3FL$өj2ng2Kd&A,$3j2n5&3iLfkdd6融d&USMfcÚH4& 9H>F$j2<&d0d"MT`ML>4&Hc$sj2kk"MLied螇d.USMLk|& |$ =TM5YH˚HE&d0Yd GT$$#`Pd>,& ,FB$j#`HdEHbн,Ű&&0&5Mat/F&1I I"6Y*Lb,Ew ETM5Y0YiM %H{ TM5YaMMVcL2+Ǣ}lrt/ECu&k0IZ2M%lB,Cː,j:rMlR,Gˑ,jz kl#`Bd&+B $˨jÚl4Y&J$ѽrl4Y&k*$kн l/kMVmjMlVFݫj6[ Dl噬4Y&$н*c♬4Y&Z$ѽjC[i^Lia d ^d USMvm&z]3YiM6 H6{=TM5CMulIl@ j^z=՚H}t<&d0وd37"YOT$Fd6"L6!قMH6P5 FdF6*L6#يH6R55 690٢iM -H{ MTM59aMMbL2?Wv_g&[lGV$~b16M-lClCېljɧ$8]3ٮiMv Hv{;TM59aMM>4&$н64&N$ѽv°&&1&4Mv'dfu?=2 5 690٭i=H{7TM590DdgQO59aMM>4&$нn\&&1&{5Msghq{&0&4MatC&1I&{0q 3Mİ&&_aLhcCC>dUSM`Ljg >ȏƚ\Ű&&0&4MartBr&1IÚ&09(#9HTo0&G4M1ar1tAr&70IMQMl09StEr&0Im1M#lr\Crǐjɧ&G0 t(USMŰ&&aLkcτq$8cTM5Ú09i)&'D $R5Gg&0 )t8USMbX`{&'094O"9AT0Mia&{u3McLNi|&g)$g} gTM5#`rZ$&Ei$'jÚ09irM 3HΡ STM5Ú09irM HΣ,TM5#`rN |.L!琜j$OyMlrAGr瑜j_$o&0EtUSM&&1&4Mγ%ar%t_@r&ˆ5i9\&\FE$S5DdMMx䒦6B\B/!@TbM|&U|arY"|)L.#ݗ\jI@|irM&_ _ DT*5$Rɗ&0t2USMgD%&_i|&WWH+$_P5$J*Lh|&ׄ$}ɗTM5IY3arU+6.L"HjIrܚLR䚦6Z\C5!BT*0irM&ב|HR5$JeM|&Uja56!LFr_#FT4*5񙄪Pau6)LAr NT*0i5&7B $_S5$J3ٯiMƚ~ԃؾ4yV=+Lnj|&M$}7TM5I[I &4Mnar tBr&Tar[&|+Ln#ݷܤjs9k3ɨ2 ;&;arw较USM2Lgz^|irM&""MT*0N LCCr&YTk3ɪ 5MeH~DHjI6͚LM0]t;P9ɏ&߳=a#{TM5ɩrZI.K4M~&wH~jInۚL<䞦ɏlr_CrHT*0I.,L~B3Br&T>k3ɯ &0#GT5TϚ&?/g$g$?Q5դ*$Lhg_$TM5) [IUDi3&L~AA3USMU5UEɯ&wa++TM5) 4M~a?oH@oH~jIqUܚL^P/5M~e?HDH~jI UšLJM/aߨjRJ&j& ??NTՋgRZ&i&ATKgzYi'<&#yIT20G/6qׁg򏛨cMʪgRN&5Mf%L"Q0y}yhIyUޚL* tLaxQ{nuu3M*Diʪ0icI|aa&USM*gRUU&!&M$ELUSM"T0iM 0H0GTj5TWՅIM6I$L ,$&5T k3j &$0IİHTM5j D& $0I$HTM5j[IUG$4I&IIb$Eb$jI]UךLz$I"6I&L ,$USM"U0IiM&Ia ,$1USMg@5&4MIra a &IjP5&>F0yF$)& ,IR4VIrMdlR$AJX$I24QMϤj*L}ဆc=f$ڇiL5&>檹0IiMR 0H 0INT(%LRi`4$ "LRP5դjaM|&-UKaZ$% 0EjjI+ʚLZ$I*6I+L -,$USMڨ6gV&&$0 A:X$5USMکv$I6yVH 4TM5i[IA4 e$ "LBjϤ(L4I&aYYjI'I4I&IzdEzjIgٚL.$LY6yN9XYtU]Ϥ&L2hg$ 2"LS5դ.L4 cL9ds0 jIÚLz$I6y^d TM5zYIo[d4yM2 L0 L0y&}TaIF6"LAX<TM5ZI?Od4&YIfdEfdjIߚL$lMdA6XdTM5 &$0 TM5Y`5Xd4&9I6E6dj5ĚL$IV6)L ',$+USM^Q&$0"LQ5U5 SÄINMl[AnXIv Wíd!Lri`<$ "LrP550ɭiM 0 0ITj5񙼮^&y4MrI>a`&jzÚLFQ$In6/L ?,$7USMF$I6) L,$USMƨ1gzS4&I~E~j[-k3y[-L hcB¤ LQ5d+L jg¤ â LS5dgM|&xaRHӤ&`P`R&w]0)iRM…Iaâ0L R5=0)iRM "0( "0)DTg2AM&&٤0 A1Xä0USM&g2IM&E5MIqaRaQ&Ej2YM&w2eο;5٤ڏ i2EM&>¤IQ6)!Là,ä(USM>TZG#aI16))L^AIXbTM5 &٤0)R(TM5Yt5]4yM^&%a",JP3d)LJi`¤ JâLJP5d%L^4)&/ a,^IIVd#LJkbIi 0)ETj5|>&/i&eK0(`"USMyeMlRV x&j2_ͷ&>j0)i&e`Pe`USMgH-&e5M^f¤, â,L^jbX4)&I9TE9jI&>%j0)iRM* 00)KTj5,S˄IMrlRITA%XTI9,W˅IEMlRYTAeXTIyP+dZ)L*iT`*¤ L*P5dZeM|&jaRYӤ"T&aPaR&kaREӤD*0ETjZ֚L֩u¤Ie6&L ,¤2USM֫gAm&&Uؤ0AuXD USM6¤IU6!L,*USM6MgYm&5M"ؤ0lQ[d*LjhTcZ¤ jLQ5d&LjjTg¤& jâ&LS5dnM|&;aRKӤ&`P`R&;Nk3٥v ښ&5٤0 TM5٭v :&ؤ0zZTM5D}bM|&{aRWӤ6D 0E]Ԧj^ךL}¤I6/L>,USMgr@&&u٤0AXD¤.USM¤I=6i(Là!,äUSMCgrX& 4M"٤0iFhHQG:*Ljg¤! â!LS5:&Li4`&¤ LP5S5WDžIcMlT4ASX4ICP'30ii҈M &0h&0iDT0iiҘM 0h0iLTS5VI3M&l%L `҄&gk39 &M٤0ihTM59 (MflRD%,`Ҍ&yk3\}.LZh4gV¤ ZLS5䂺`M|&EaR$MZ 0h 0j%uI4i&mI+E+jeuٚLP_֚&-٤0i h TM5R}iM|&_IMVlNA;XI+\QWI[Ml^A{XIk\UW䚺&Lia¤ :LP5人nM|&_I{Ml-L aҖ&ߨoIMvlQtAGXtI;P7䦺)L5MڳI'a NI{R䶺-L:jt`¤# :â#L:P5䎺#L:iDIa ]` &TM5V}kM|&ߩIgMlUtAWXtIG|&>¤I'6&L,USM~T? &٤0 TM5Z=uOt4&=I7E7tjO'k3 &]٤0T&q]71){]t]3cǑb,xsTOWYm'O%a)e-Ϲ7-^s żm2]yyb^>n_x8tK\<k9q9mc*cc_9;<ǟOԣ9ܿQy%Xݶn8m8_tu9=dt ub:u+ _4udPt'رuN|%'=fzKu6u_Cn2sB t=wqz;=Qtu?U&ŨeQ34;uwn6'$(~^@{YF:<,)evSIb 0o c+%'N>nqMy0zJշx۲=eߙ@sv8Yyʊxq1+j;I4;Co,Kg"-?%$zDr{2o?\kc1%sbǢwlK mC-ǶT7mT{v:>:,[pW cӡcԄQ5C2u| .K|oN=cW;I6wl857~| z3gwn> Ǻ|9τ:W /t ;;f;lY E-Pg-̉҆6lKǁ|߫g2wHYqb⺙?Kn~M+c>+G#L|m^ += xquBt{FJ'* >qSS&^鍠79UQ GǰG#Ӌ"{'x_'a3KP(  H $ b Chart Excel.Chart.80*Microsoft Excel Chartd Chart Excel.Chart.80*Microsoft Excel Chart/ 0DArialsRomanttx, 0"DGaramondRomanttx, 0 DTimes New Romanttx, 00DWingdingsRomanttx, 0@DVerdanasRomanttx, 0"PDSymbolsRomanttx, 0 B0.  @n?" dd@  @@`` l@  ()   >>**..    ()   >>HG..21   l m ntudwx}Mc>w_O8  %?$"$ snm`uqmǷ#)"$ #N˖}.gZ#Wy+) 0AA 33ff$@1N&@8]^ʚ;.m+ʚ;g4NdNd0$ 0 ppp@ <4dddd@w 0tT, 0___PPT10 L___PPT9.&+?*, SIGMOD 2007O  =?HThe Case for a Wide-Table Approach to Manage Sparse Relational Data SetsII(KUniversity of Wisconsin-Madison Eric Chu Jennifer Beckmann Jeffrey Naughton, ,  ,,%$ Sparse Data SetsLarge number of attributes (100 s  1000 s) Large portion of null values (>50%  99%) Evolving schema`,*,* ExamplesE-commerce applications Pangea: 5000 attributes, mostly null for most objects [ASX01] CNET: 2000 attributes, 11 non-null attributes per row on average [CBN07] Information extraction News portal [ABGP01] Distributed systems Condor [RLS98]t "Challenges of Managing Sparse DataStorage Wide table Storage space explosion due to null values (largely) SOLVED: interpreted storage, column-store Other challenges remain How to build queries over thousands of attributes? How to evaluate queries over a wide table? Addressed in this paper  _^ +" a Our Position Storing a sparse data set in a single table is a good approach... Provided that we can: Overcome the challenge of storing nulls Effectively build ad hoc queries Evaluate these queries efficiently([mCT*RDBMS Support for Sparse DatabOne-table VS Multi-table Building queries over sparse data Evaluating queries over a wide table *bJ Alternativeh  Just work harder on schema design. Goal: decompose the data set into a reasonable number of smaller, mostly dense tables Dream on! Reality: resulting schema often undesirableZ~ ,&W +]/Multi-table Schema(Desiderata for a  good multi-table schema Minimal null values Reasonable number of tables Each object in one table DBAs may not be able to find one There may not be one Can t fit data into small, dense tablesL+J7(+J7(vZ=) One TablenSatisfy all the desiderata! No null values stored Interpreted storage or column store No need to join tablesP%%hs7 Wide Table VS Universal RelationNot the same as Universal Relation Wide virtual schema covering all physical tables Our approach: one physical table for all entities that loosely belong to an entity set Example All products in an online catalog NOT products, customers, and  purchased_by relation#1_W#%E"4  V+RDBMS Support for Sparse Datab One-table VS Multi-table Building queries over sparse data Evaluating queries over a wide tableJ " db$%`0Querying Sparse Data h3So many attributes... supported cd audio, amplifier response bandwidth, built-in decoders, equalizer bands, thx certified, furniture features, media capacity, capacity, cables type, connections qty, built-in devices, width, diagonal size (inches), display type, multi-language select, multi-subtitle select, additional features, body material, combined with, compatible game consoles, device type:type, display screen size compatibility, image aspect ratio, image stabilizer, media format, networking type, package type, product type:additional handsets qty, shielding material, eight (shipping):shipping weight, wireless interface, sensitivity, pressure levels, still image format, archival life, dialed calls memory, received calls memory, 3g services / included services, mobile email, supported sms functions, consumables included, included accessories:included video adapter, accessories, modem connector qty, interface gender, interface provided, miscellaneous compliant standards, slot(s) provided type, technology / form factor:type, tv tuner channel coverage, instruction set, ff/rew speeds, on-screen program guide, ram installed, license validation period, min supported color depth, other compatible software, cd / dvd write speed, type, modem / comm., electronic program guide, tuner type (qty), favorite channel list, video signal-to-noise ratio, analog video signal, video output interface type, field coverage, response / service time.......P f *+{# -a1Keyword SearchXSELECT * FROM WideTable WHERE ? =  %apple% ,-Z  f2#Potential Problem of Keyword Search !Is this potential problem real?To gain insight: examine real-world sparse data sets CNET: 2,984 columns, 233,304 rows, 11 non-null values per row Tokenize terms in sparse columns 3 terms: apple, juice, strudel*"CNET Term Distribution (1)&'Number of columns that contain the term((&CNET Term Distribution (2)$Number of rows that contain the term%Z%#CNET Term Distribution (3)Keyword query with 1 term Result of keyword search surprisingly focused 71% of terms appear in <26 rows and <6 columns. Even more focused w/ multiple keywordsBHZ0Z'ZH0'' Keyword Search over Sparse DataIn general, keyword search is effective IF terms follow a Zipf-like distribution No need to specify attributes Many data sets follow Zipf-like term distributionsJQ3('3,:H(!!What if you need attribute names?SELECT * FROM WideTable WHERE  laptop price < 1200 AND  screen size > 14 Idea: fuzzy attributes  laptop price : price, cost, laptop_price, ...  screen size : ScreenSize, dimension, ... Q\ [3 3> n  o4HQueries with  Fuzzy Attribute Names%%&~Use name-based schema-matching techniques to find matching attributes Multiple matches for a fuzzy attribute Most likely match  may miss right tuples Multiple matches  low precision again 6nQnQ)W,RDBMS Support for Sparse Datab One-table VS Multi-table Building queries over sparse data Evaluating queries over a wide tablec>%\.Motivation for B-tree IndexesSELECT * FROM WideTable WHERE price < 1200 AND screen_size > 14 Can t use inverted index B-tree indexes But we have thousands of attributes Folk wisdom: building and maintaining thousands of B-tree indexes on a dense table considered infeasibleFDC,   Solution: Sparse B-tree IndexesMap non-null values to oids Similar to partial indexes [S89] CREATE INDEX sparseInd ON table(a1) WHERE a1 is not NULL More suitable for sparse data than partial indexes More efficient index maintenance Lower overhead for lookupsZZ!Z<Z3Z<Z ;3< ,1 +$Advantages over Full IndexsExperiment 250k rows, 7 non-null values per row out of 640 varchar(16) attributes 1-column sparse index 50 times smaller than full counterpart 640 sparse indexes take less space than 13 full indexes Tuple insertion/deletion 7 updates for sparse VS 640 for full More efficient bulkloading G=8% G=8%,H  Data Partitioning ,% Hidden SchemaJOur approach Group together attributes that are either both non-null or both null in a row Infer hidden schema automatically Jaccard(AX, AY) = |XY|/||XY| X = set of rows with non-null values in attribute AX Use k-mean clustering No constraints on # partitions or # joins to get each objectN"6=N" 7 =,~ /(CNETFTop five attribute groupings from k-mean clustering 233,304 rows total0GP4 q6Browsing DirectoryWhen partitions make semantic sense Can build a browsing directory based on hidden schema In addition to keyword search and SQL queries with fuzzy attributes6$7D$7D.'8Storage and Maintenance of Materialized Projection Views99$Costs could be high when data is dense But surprisingly low when data is sparse Extra Storage  about the same as wide table using interpreted storage Maintenance  2 updates for tuples belonging to one partition Base table and the view')G>' )G    > 4 Conclusion Single table actually good approach for sparse data Interpreted storage for space efficiency (previous) Sparse index for scalable indexability Automatically discovered hidden schema for defining views and covering indexes Querying remains a challenge Combination of keyword search, SQL with  fuzzy attributes, and directory based on hidden schema `6a6a   Current WorkObservation: wide table provides flexible storage for information extraction A row corresponds to a document New feature stored in new column Relational workbench for extracting and querying structure from documents Incremental evolution E. Chu, A. Baid, T. Chen, A. Doan, J. Naughton. "A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data." To appear in VLDB 2007. MZBZJZZZMBJ1`>~/01267> ABCDEFIJKLMOU!X#Y$g%i&j'k(l)m*r+   0` 3333ff3` 3333f33ff3` "3333̙ff3` Kf3̙` &e̙3g3f` f333̙po7` ___f3̙;/f9` ff3Lm` ff3LmNLm>?" dd@*?nAd@q<nAqFLK#M n?" dd@   @@``PR    M`2p>> &(    Hf8? ?" `} 8 X Click to edit Master title style!!  @  H\i8? ?" ` 8 RClick to edit Master text styles Second level Third level Fourth level Fifth level!    S    6lZ8 #" `] `} 8 ^*     6 #" ``  8 d*       6p #" `] `} 8 d*       C @ABCDE FjJ@3"0`B  s *DjJ"0 `0H  0޽h ? ff3LmNLm___PPT10i.  +D=' = @B + Edge ] 0  (    H,? ?"@  X Click to edit Master title style!!    Hx? ?"   [#Click to edit Master subtitle style$$    6 #" `] `}  ^*     6 #" `]}   d*       6 #" `] `}  d*       C @ABCDE F8c@3"@B  s *DjJ"  ,$ 0H  0޽h ? ff3LmNLm___PPT10i.  +ityD=' = @B +] 0 zr0  (     0m P    P*    0s     R*  d  c $ ?    0d  0  RClick to edit Master text styles Second level Third level Fourth level Fifth level!     S  6| _P   P*    6܁ _   R*  H  0޽h ? 3380___PPT10./^ 0L0  0(  x  c $t8@ 8 x  c $pu8  8 H  0޽h ? 33___PPT10i.=+D=' = @B +} ] 0 $(  r  S 4# `   r  S ,8   H  0޽h ? ff3LmNLm___PPT10i.K+D=' = @B + ] 0 P(  r  S ش8 `}     S 8 `<$@ 0 8 H  0޽h ? ff3LmNLm___PPT10.F+ED{' = @B D6' = @BA?%,( < +O%,( < +DA' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*V%(D' =-g6B fade*<3<*VD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*V%(D' =-g6B fade*<3<*VD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+@ ] 0 Lf(  r  S 8 `}     S l0P<$D 0 8 "hu=H  0޽h ? ff3LmNLm ___PPT10.w+YD' = @B Dy' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<* %(D' =-g6B fade*<3<* D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<* %(D' =-g6B fade*<3<* D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*?%(D' =-g6B fade*<3<*?D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*?s%(D' =-g6B fade*<3<*?sD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*s%(D' =-g6B fade*<3<*sDA' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+  ] 0  P(  r  S 8 `}     S 8 `<$@ 0 8 H  0޽h ? ff3LmNLm  ___PPT10 .@T+ED ' = @B D= ' = @BA?%,( < +O%,( < +Dt ' =%(D ' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*E[%(D' =-g6B fade*<3<*E[D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*[%(D' =-g6B fade*<3<*[D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+ ]! 0  0(  x  c $(8 `}   x  c $8 `  8 H  0޽h ? ff3LmNLm___PPT10i.>>{+D=' = @B +  ] 0 P(  r  S 8 `}  8   S 80 `<$D 0 8 H  0޽h ? ff3LmNLm  ___PPT10 .ޟ@T+YD ' = @B Dj ' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*'~%(D' =-g6B fade*<3<*'~D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*~%(D' =-g6B fade*<3<*~D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+ ]& 0 `  P(  r  S |8 `  8   S |8` `@<$D 0 8 H  0޽h ? ff3LmNLm___PPT10.ync+YD' = @B Dc' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*+@%(D' =-g6B fade*<3<*+@D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*@\%(D' =-g6B fade*<3<*@\D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*\u%(D' =-g6B fade*<3<*\uD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*v%(D' =-g6B fade*<3<*vD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+} ]  0 P $(  r  S | O `}  O r  S T O0 ` O H  0޽h ? ff3LmNLm___PPT10i.0~/+D=' = @B +  ] 0  lP(  lr l S O `}  O  l S O `<$D 0 O H l 0޽h ? ff3LmNLm ~ ___PPT10^ .n`ه+YD2 ' = @B D ' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*lT%(D' =-g6B fade*<3<*lTDA' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*l%(D' =-g6B fade*<3<*lD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*l%(D' =-g6B fade*<3<*lD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*l %(D' =-g6B fade*<3<*l + ]# 0  0(  x  c $O `}  O x  c $O `  O H  0޽h ? ff3LmNLm___PPT10i.>>{+D=' = @B +Y ]' 0 ph $(  $r $ S P&O `p  O N $ B0*O ?" 0  ^SELECT * FROM WideTable WHERE ? =  %apple% 20P"    H $ 0޽h ? ff3LmNLm___PPT10i.]V+D=' = @B +} ]( 0  <$(  <r < S 2O `  O r < S x3O0 O H < 0޽h ? ff3LmNLm___PPT10i.Ԧ3Y+D=' = @B + ]% 0  (z(  (r ( S qO `  O r ( S rOP@ O  ( B+B#style.visibility<*,%(D' =-g6B fade*<3<*,D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*v,%(D' =-g6B fade*<3<*v,+ ] 0  ^0(  0r 0 S ` U `@  U r 0 S U@0 U x ^0 <A  ??  H 0 0޽h ? ff3LmNLm___PPT10i.ڠ0 Is+D=' = @B + ] 0  8(  8r 8 S 9U `  U r 8 S FU0 U x 8 <A ??@% H 8 0޽h ? ff3LmNLm___PPT10i.+D=' = @B +& ] 0 .%&%8N4$(  4r 4 S 5U `}  U "x 0  L4 #"*`@  4 <PU?  J1%M 4 <ZU?Q   J1%M 4 <hU? Q  J2%M  4 <aU?   K31%M  4 <zU?   K21%M  4 <U?  P1 onlyM 4 <U? J2%M 4 <U?Q  J4%M 4 <U? Q  J4%M 4 <|U?   K18%M 4 <бU?  J1%M 4 <U? M2-5M 4 <U? J3%M 4 <U?Q  J2%M 4 <U? Q  J1%M 4 <U?   J1%M 4 <U?  J0%M  4 <U? N6-10M "4 <U? J2%M #4 <?Q  J1%M $4 <U? Q  J0%M %4 <@?   J0%M &4 <?  J0%M '4 <h(? O11-15M )4 <? J5%M *4 <:?Q  J0%M +4 <LC? Q  J0%M ,4 <TL?   J0%M -4 <\U?  J0%M .4 <d^? M>15M 04 <lg?0 N>150M 14 <tp?Q 0 P51-150M 24 <|y? 0Q  O26-50M 34 <? 0  N2-25M 44 <?0  P1 onlyM 54 <\?0 R M`B 64 0o ?00ZB 74 s *1 ?ZB 84 s *1 ?ZB 94 s *1 ?ZB :4 s *1 ?ZB ;4 s *1 ?`B <4 0o ?  `B =4 0o ?0 ZB >4 s *1 ?0 ZB ?4 s *1 ? 0  ZB @4 s *1 ? 0 ZB A4 s *1 ?Q 0Q ZB B4 s *1 ?0 `B D4 0o ?0  G4 N8 ?" P0   M4 0p W ># Rows0 2 N4 0` G A # Columns 0 2 H 4 0޽h ? ff3LmNLm___PPT10i.@ȕ+D=' = @B +U ] 0 <P(  <r < S H `}    < S x  `<$D 0  H < 0޽h ? ff3LmNLm=5___PPT10.E+YD' = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*<p%(D' =-g6B fade*<3<*<p+  ] 0  @P(  @r @ S h `    @ S h `<$@ 0  H @ 0޽h ? ff3LmNLm___PPT10{.+EDO' = @B D ' = @BA?%,( < +O%,( < +DA' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*@Qh%(D' =-g6B fade*<3<*@QhD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*@h%(D' =-g6B fade*<3<*@hD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*@%(D' =-g6B fade*<3<*@+} ]+ 0 ` \$(  \r \ S 8 `}   r \ S  `  H \ 0޽h ? ff3LmNLm___PPT10i.p+D=' = @B + ]$ 0 ,$ (  x  c $ `}      x0e0e ?3"0eJ `p  H  0޽h ? ff3LmNLm___PPT10i.>>{+D=' = @B + ]* 0 P P(  r  S P `     S P` `<$D 0  H  0޽h ? ff3LmNLm  ___PPT10 .+YD ' = @B DM ' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*D]%(D' =-g6B fade*<3<*D]D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*]l%(D' =-g6B fade*<3<*]lD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*l%(D' =-g6B fade*<3<*lD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+d ] 0 @P(  r  S x `}     S x` `<$@ 0  H  0޽h ? ff3LmNLmLD___PPT10$.`u5+ED' = @B D' = @BA?%,( < +O%,( < +DA' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*>%(D' =-g6B fade*<3<*>D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*>c%(D' =-g6B fade*<3<*>cD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*cy%(D' =-g6B fade*<3<*cyD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*z%(D' =-g6B fade*<3<*zD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+ ] 0 0 LP(  Lr L S  `}    L S  `<$@ 0  H L 0޽h ? ff3LmNLmia___PPT10A.[3]+ED' = @B D ' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*LR%(D' =-g6B fade*<3<*LRD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*L%(D' =-g6B fade*<3<*LD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*L%(D' =-g6B fade*<3<*LD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*L%(D' =-g6B fade*<3<*LD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*L %(D' =-g6B fade*<3<*L ++ ] 0 PZcB(  r  S @  `   R Pp  R #"F: sssssstsrtusp  r < ?m )   R  M q < ? ) m  R  M p <H! ?& )  R  M o <) ? ) &  R  M n <P2 ? )  R  M m <; ?; )  R  M l <XD ? ) ;  R  M k <M ?)  R  M j <V ?R)   R  M i <_ ?) R  R  M h <g ? )   R  M g <Xq ?i)   R  M f <y ?) i  R  M e <` ?")   R  M d < ?) "  R  M c <h ?)   R  M b < ?:)   R  M a < ?) :  R  M ` < ?)   R  M _ < ?P)   R  M ^ <h ?m )  R  M ] < ? m )  R  M \ <p ?& )  R  M [ < ? & )  R  M Z <x ? )  R  M Y < ?; )  R  M X < ? ; )  R  M W <D? )  R  M V <?R )  R  M U < ? R)  R  M T <?  )  R  M S <#?i )  R  M R <-? i)  R  M Q <,6?" )  R  M P <,?? ")  R  M O <G? )  R  M N <\P?: )  R  M M <Y? :)  R  M L <tb? )  R  M K <Xk?P )  R  M J < <? i  R  M = <?"   R  M < <? "  R  M ; <T?   R  M : <?:   R  M 9 <t ? :  R  M 8 <?   R  M 7 <?P   R  M  <\)?m |   R  M   <(3? | m  R  M   <;?& |  R  M   <D? | &  R  M   <8M? |  R  M   <U?; |  R  M  <,_? | ;  R  M  <h?|  R  M  <p?R|   R  M  <y?| R  R  M  <? |   R  M  <?i|   R  M  <?| i  R  M  <h?"|   R  M  <L?| "  R  M  <0?|   R  M  <?:|   R  M  <?| :  R  M  <?|   R  M  <?P|   R  M  <?m |  R  M  <? m |  R  M  <l?& |  R  M  <P? & |  R  M  <D? |  R  M  <?; |  R  M  < ? ; |  R  M  <? |  R  M  <#?R |  R  M  <-? R|  R  M  <,6?  |  R  M  <,??i |  R  M  <G? i|  R  M  <\P?" |  R  M  <Y? "|  R  M  <tb? |  R  M  <Xk?: |  R  M  <B ppt_x<*]D' =+4 8?`CB ppt_yBCB1+ppt_h/2B*Y3>B ppt_y<*]D' =1:Bhidden*o3>+B#style.visibility<*]%(D' =4@BBBB%(D ' =+4 8?XCB ppt_xBCB ppt_xB*Y3>B ppt_x<*\D' =+4 8?`CB ppt_yBCB1+ppt_h/2B*Y3>B ppt_y<*\D' =1:Bhidden*o3>+B#style.visibility<*\%(D' =4@BBBB%(D ' =+4 8?XCB ppt_xBCB ppt_xB*Y3>B ppt_x<*[D' =+4 8?`CB ppt_yBCB1+ppt_h/2B*Y3>B ppt_y<*[D' =1:Bhidden*o3>+B#style.visibility<*[%(D' =4@BBBB%(D ' =+4 8?XCB ppt_xBCB ppt_xB*Y3>B ppt_x<*ZD' =+4 8?`CB ppt_yBCB1+ppt_h/2B*Y3>B ppt_y<*ZD' =1:Bhidden*o3>+B#style.visibility<*Z%(D' =4@BBBB%(D ' =+4 8?XCB ppt_xBCB ppt_xB*Y3>B ppt_x<*YD' =+4 8?`CB ppt_yBCB1+ppt_h/2B*Y3>B ppt_y<*YD' =1:Bhidden*o3>+B#style.visibility<*Y%(D' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*c%(D' =+4 8?\CB#ppt_xBCB#ppt_xB*Y3>B ppt_x<*cD' =+4 8?dCB0-#ppt_h/2BCB#ppt_yB*Y3>B ppt_y<*cD' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*b%(D' =+4 8?\CB#ppt_xBCB#ppt_xB*Y3>B ppt_x<*bD' =+4 8?dCB0-#ppt_h/2BCB#ppt_yB*Y3>B ppt_y<*bD' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*a%(D' =+4 8?\CB#ppt_xBCB#ppt_xB*Y3>B ppt_x<*aD' =+4 8?dCB0-#ppt_h/2BCB#ppt_yB*Y3>B ppt_y<*aD' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*`%(D' =+4 8?\CB#ppt_xBCB#ppt_xB*Y3>B ppt_x<*`D' =+4 8?dCB0-#ppt_h/2BCB#ppt_yB*Y3>B ppt_y<*`D' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*_%(D' =+4 8?\CB#ppt_xBCB#ppt_xB*Y3>B ppt_x<*_D' =+4 8?dCB0-#ppt_h/2BCB#ppt_yB*Y3>B ppt_y<*_D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*N%(D' =-g6B fade*<3<*ND' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*Q%(D' =-g6B fade*<3<*Q+8+0+Q0 +! ] 0 @ PP(  Pr P S  `}    P S  `<$D 0  H P 0޽h ? ff3LmNLm ___PPT10.Q@#O+YD' = @B Dp' = @BA?%,( < +O%,( < +D ' =%(D' =%(D[' =4@BB BB%()))D' =1:Bvisible*o3>+B#style.visibility<*P\~%(D' =-g6B fade*<3<*P\~Dn' =%(D' =%(D[' =4@BB BB%()))D' =1:Bvisible*o3>+B#style.visibility<*P~%(D' =-g6B fade*<3<*P~D[' =4@BB BB%()))D' =1:Bvisible*o3>+B#style.visibility<*P%(D' =-g6B fade*<3<*PD ' =%(D' =%(D[' =4@BB BB%()))D' =1:Bvisible*o3>+B#style.visibility<*P%(D' =-g6B fade*<3<*PD ' =%(D' =%(D[' =4@BB BB%()))D' =1:Bvisible*o3>+B#style.visibility<*P&%(D' =-g6B fade*<3<*P&+_ ] 0 vnp !7\(  \r \ S qe `}  f r \ S  M \ <f?p . g  M0.984M \ <f? pg  K442M \ <pf?. 0  Sconfiguration device type, device type, hard drive size, storage controller type...TTM \ <Lf?p.  M0.949M \ <ȩf?p  L3116M \ <f?. <0 @audio output type, input device type, projector image brightnessAAM \ <Tf?p<.  M0.932M  \ <f?<p K346M/  \ <f?. 0< Qprinter output type, printer type, media feeder(s), media type, printer output...RR)!M  \ <f?p. < M0.944M  \ <f?p< L1423M \ <f?. 0 _Attributes in ClusterM \ <f?p.  {Average JaccardM \ <Di?p S Row Count  M`B \ 0o ?0ZB \ s *1 ?0ZB \ s *1 ?<0<ZB  \ s *1 ?0ZB !\ s *1 ? 0 ZB "\ s *1 ?g 0g `B #\ 0o ? 0 `B $\ 0o ? ZB %\ s *1 ?pp ZB &\ s *1 ?. . `B (\ 0o ?00 H \ 0޽h ? ff3LmNLm___PPT10i.p`k:+D=' = @B +D  ] 0  d\(  dx d c $ i `}  i  d c $i `<$D 0 i H d 0޽h ? ff3LmNLm ___PPT10.p@Y+YD' = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*d$Z%(D' =-g6B fade*<3<*d$ZD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*d[%(D' =-g6B fade*<3<*d[+k  ] 0 ` XP(  Xr X S ti    i  X S ti `<$D 0 i H X 0޽h ? ff3LmNLmS K ___PPT10+ .a1P+YD' = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*XQ%(D' =-g6B fade*<3<*XQD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*X%(D' =-g6B fade*<3<*XD+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*X%(D' =-g6B fade*<3<*X+ ] 0L0 D\(  Dx D c $"i `}  i  D c $#i `<$D 0 i H D 0޽h ? 3ff~___PPT10. x+YDu' = @B D0' = @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*D6j%(D' =-g6B fade*<3<*D6jD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*Dj%(D' =-g6B fade*<3<*DjD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*D%(D' =-g6B fade*<3<*DD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*D%(D' =-g6B fade*<3<*DD' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*D^%(D' =-g6B fade*<3<*D^+  ] 0 pP(  r  S 3i `}  i   S `+B#style.visibility<*%(D' =-g6B fade*<3<*D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*+  0  `(  `X ` C      ` S j  0    H ` 0޽h ? 3380___PPT10.¡   0  d(  dX d C      d S    0    H d 0޽h ? 3380___PPT10.  d 0 ' h(  hX h C      h S Ԫ  0   So what ARE the challenges of managing sparse data? First, we have to decide how to store a sparse data set. Perhaps the simplest approach is to just store the entire data set in a single table, but until recently this approach used to be frowned upon b/c the predominant implementation would create a huge storage space explosion by storing the null values. Fortunately, recent work such as interpreted storage and column-store have shown that it is possible to store a sparse data in one table and not suffer from the overhead of storing the null values. But simply storing a sparse data set in a space-efficient manner is not sufficient. We still have to address other challenges. For example, how should users build queries over thousands of attributes? And how can a system evlauate these queries over a wide table efficiently? These are still unsolved problems that we attempt to address in this paper. H h 0޽h ? 3380___PPT10.8}` 0 h` x(  xX x C     ` x S ÿ  0   The paper describes a number of common alternatives for handling sparse data as well as their weaknesses. In this talk I ll discuss one of these alternatives, which is actually a response we sometimes hear from paper reviewers, who basically said that sparse data is a false problem, b/c if you put enough pressure on the DBAs to just work harder on schema design, then somehow they ll come up w/ a schema that nicely decomposes the data set into a reasonable number of smaller, mostly dense tables. Well, we can all dream on, but when we wake up we ll find that in reality the resulting schema is often undesirable. kH x 0޽h ? 3380___PPT10.=h 0  |x(  |X | C      | S D  0   zTSo the position of our paper is that  ...  +H | 0޽h ? 3380___PPT10. ) 0 ` *(  X  C       S $  0   ,THe one-table approach doesn t have these problems, and as i mentioned before the storage problem wrt null values can be overcome by using interpreted storage or column store. We should not confuse this approach w/ the universal relation. IN fact, it s quite the opposit. UR is a user interface proposal for having a wide virtual schema to cover all the physical tables in the database. Here we are talking about using one physical table to store a large number of entities that loosely belong to the same entity set. What I mean by loosely is that these entities may have very different subsets of non-null attributes in the schema for that entity set, but semantically they still fall under the same entity set. For example, we would store all products in an online catalog in a wide table, but we would not put products, customers, and the  purchased_by relations in the same physical table.  H  0޽h ? 3380___PPT10. 0 -% (  X  C     %  S   0   So how real is this problem? To gain a better insight, we observe some real-world sparse data sets. We again use CNET for the purpose of explanation.  H  0޽h ? 3380___PPT10.P 0 y (  X  C     y  S (  0   first we plot the distribution of the terms wrt the number of columns containing the term. we see that the distribution is zipfian-like - most of the terms appear in a small number of columns and only a few terms appear in many columns H  0޽h ? 3380___PPT10.p9yI 0 ]U (  X  C     U  S hZ  0   we also plot the term distribution wrt the number of rows that contain each term, again we see the same trend: most of the terms appear in few rows and only a small number of terms appear in many rows. H  0޽h ? 3380___PPT10.pA: 0  J(  X  C       S Xx  0   L&here we present the joint distribution of the terms wrt both columns and rows. we can consider this as the quality of keyword search w/ only 1 term. For example, this square means that 21% of all terms in the data set appear in only 1 column and only 1 row. We see that the result of keyword search over this data set is surprisingly focused  71% of all terms appear in fewer than 26 rows and fewer than 6 columns. This focused pattern would be even more extremem when a keyword query has multiple keywords b/c of conjunction. H  0޽h ? 3380___PPT10.@  0  &(  X  C       S   0   (So the conclusion of this experiment is that "IF datasets follow Zipfian distribution wrt the # rows and # columns a term appears in, then keyword search will be very effective and there is no need really to find the attribute name to specify in the query."  H  0޽h ? 3380___PPT10.I! 0 2* (  X  C     *  S X  0   which can be very useful in hopefully rare cases of low-precision keyword queries, as well as for range queries and aggregates. For example, here we have a query that finds laptops cheaper than 1200 and the screen size greater than 14 inches. First note that we can t do this query by doing keyword search on the data or the metadata. Second, it s almost impossible for users to specify the exact attributes names b/c there could be many possible variations.  H  0޽h ? 3380___PPT10.b 0 H@  (  X  C     @   S h  0    Fortunately, when the data set is sparse, we can overcome this problem by using sparse B-tree indexes. A sparse index on an attribute maps only the non-null values to the object identifiers (oids). Sparse indexes are similar to partial indexes in that we could simulate sparse indexes by using a partial index w/ the where clause being the attr not equal to null. but sparse index is more appropriate for sparse data than partial index in two ways. First, when we have partial indexes, for each tuple insertion or deletion, the system must evaluate the predicate of each index on the table to determine if the index needs to be updated, in other words, a table with hundreds of partial indexes will have hundreds of predicate evaluations for each tuple insertion or deletion. Sparse indexes are much more efficient b/c only the index on the non-null attributes need to be considered. As for query evaluation, partial index supports arbitrary predicates, so that the query optimizer needs to check if the index is applicable before using the index, e.g., a partial index containing only tuples that satisfy the predicate  Color = red cannot be used for the query  Color = blue. Sparse indexes don t incur this overhead b/c they are applicable for any predicates w/ non-null attributes. On the contrary, sparse indexes don t have these problems b/c they consider all non-null values. So for index maintenance when a tuple is updated only the sparse indexes on the non-null attributes need to be updated. For query evaluation, sparse indexes are applicable for any predicates w/ non-null values. $Ei  EH  0޽h ? 3380___PPT10.@^R $ 0  (  X  C       S   0   Sparse indexes also have a number of advantages of full indexes when the data is sparse. To illustrate these advantages, we create a synthetic data set with similar characteristics of the CNET data set. Much smaller size when data is sparse For each tuple insertion or deletion, only need to update index on non-null attribute Efficient bulk-loading: scan-per-group Divide buffer pool into m sections Each scan of table creates m indexes 6rHrH H  0޽h ? 3380___PPT10.#`9@  0 0 P(  X  C       S   0   Rnow Suppose we want to project some attributes about speaker from the CNET data set. speaker_form_factor, speaker_qty, speaker_driver_diameter, speaker_type if we don t have any indexes/views, we ll have to scan the whole table, but suppose we recognize that these attributes w/ red cells are related to speaker, we could possibly materialize a view over these attributes and scan these views instead. so the goal here is to find good partitions of attributes for creating materialized views and indexes.XG  \ H  0޽h ? 3380___PPT10.#߶% 0 TL@ (  X  C     L  S   0   Our approach for finding good partitions is to group together attributes that are either both non-null or both null in a row. Identifying groups of co-occurring attributes in a sparse data set, however, can be difficult for a schema designer because the attributes have varying degrees of co-occurrence, and co-occurring attributes may not appear adjacent in the wide schema. Therefore we want to infer automatically. We model the relationship between attributes in a sparse data set as a connected weighted graph. In this graph, each node represents an attribute, and every pair of nodes is connected by a weighted edge, whose weight represents the strength of cooccurrence between the two attributes. We use the Jaccard coefficient to define this weight. Given two attributes AX and AY, let X be the set of rows for which AX is non-null, and let Y be defined analogously. The Jaccard coefficient for AX and AY is then defined as: In other words, the numerator is the number of rows that have non-null values for both AX and AY, whereas the denominator is the number of rows that have non-null values for AX, AY, or both. The value of this coefficient ranges from zero to one. It is zero when no rows have non-null values for both AX and AY, and one when AX and AY are either both null or both non-null for all tuples. After creating an adjacency matrix on the attributes with the weights as the values, we use a k-NN clustering algorithm to find a hidden schema.  H  0޽h ? 3380___PPT10.# ( 0  P (  X  C        S T  0   list five groupings of attributes with high average Jaccard coefficients, for CNET The CNET and EBuild data set have 233,304 and 302,631 rows respectively; in comparison, the sizes of the partitions in the table are much smaller. We also observed if the partitions make semantic sense. The clusters in CNET are related to printers, projectors, hardware storage, cameras, and speakers.  H  0޽h ? 3380___PPT10.$޵' 0 :2p (  X  C     2  S $)  0   creating many views on dense tables  could be bad but not when data s sparse why? TH  0޽h ? 3380___PPT10.$ 2* 0  B(  ^  S       c $  0   8Here is an outline for the rest of the talk. First I m going to explain why the one-table approach is more appropriate for sparse data than using a conventional multi-table schema. Then I m going to discuss building and evaluating ad hoc queries over sparse data. H  0޽h ? 3380___PPT10.+ 0  ((  ^  S       c $>  0    H  0޽h ? 3380___PPT10., 0 0  ((   ^   S        c $I  0    H   0޽h ? 3380___PPT10.1 0  8((  8X 8 C      8 S Y  0   *For this problem keyword search is a natural solution b/c users don t need to specify attributes. For example, for this SQL query we can just do keyword search over the data value  apple and the result would include all rows that contain the keyword apple. H 8 0޽h ? 3380___PPT10.˦P p(/ 0  @8(  @X @ C      @ S P~  0   :To understand why this is the case, let s think about what makes a multi-table schema good for sparse data. First, it should lead to minimal null values; there should be a reasonable number of tables, and an example of unreasonable would be having a table for each tuple, in which case of course we ll have no null values; we also would like to have each object stored in one table, so that accessing an object doesn t require joining multiple tables. However, when a data set has thousands of attributes it could very difficult for DBAs to find such a schema. And worse is that such a schema may not even exist even if we use an exhaustive search. H @ 0޽h ? 3380___PPT10.:φ 0 0  D(  DX D C      D S    0   rThe main challenge regarding querying sparse data is that there so many attributes that it s almost impossible for users to know what attributes they should use in a structured query.  H D 0޽h ? 3380___PPT10.=@D3 0 <4 H(  HX H C     4 H S   0   For example, this is only a small subset of the attributes from the CNET data set. Immediately we see that even if we provide the set of attributes to users, it s very difficult to find the attributes they want. H H 0޽h ? 3380___PPT10.>P92 0 bZ L(  LX L C     Z L S    0   But a potential problem of using keyword search is that it may include extraneous objects. For example, given this data set, if the user only wants objects that contain apple in the brand column, but he only does a keyword search on apple, he is going to get the other two irrelevant objects. In this case it might be ok, b/c there are only two irrelevant objects, but in general keyword search can be bad when the keywords appear in many attributes and rows.  H L 0޽h ? 3380___PPT10.> . 0 0 P"(  PX P C      P S   0   $Going back to the previous example of finding cheap laptops w/ large screen size, we note that we can t use inverted index b/c it s a range query. We d like to use b-tree indexes, but we have thousands of attributes, and the conventional wisdom is that building and maintaining thousands of B-tree indexes on a dense table is infeasible b/c of their high storage and update costs.  H P 0޽h ? 3380___PPT10.PZR 4 0 J B h (  hX h C     B  h S   0   What we want to do is to allow users to provide fuzzy attribute names for SQL and keyword search. And then the system would find matching attributes for these guesses by employing name-based schema-matching techniques, which have been shown to be very effective in the area of data integration. Once we find the matching attributes, we could replace the fuzzy attributes w/ the matching attributes and reexecute the sql query instead. A problem arises when there are multiple matches for a single fuzzy attribute. There are basically two approaches. THe first one is to pick the match w/ the highest similarity score and use that in the query revision. But if the match turns out to be wrong, then we ll completely miss all the tuples that we should have returned. The second approach is to return a number of matches above a threshold similarity score, and rewrite the query using each of these matches, execute them and merch the results of these queries to get the final answer set. This approach has a higher chance of returning the right tuples, but again it may suffer from the low-precision problem.  \H h 0޽h ? 3380___PPT10.ɬ| )xTտ9pnNCw0gfϜ͙b( ҡ"` "XJ<3yffw{?V e4=ܔtn):)d2E0ÝwJTn "  JJ ʢʣ** jj.>!bw6wou7jgr1rN 'ӿw'rC5>n+~š0SFEqYהaJSۑn>yI0Y=t1Am3aNԕmZsO|O#L=L4ձYc"1~sXp?ɇ? C-xɸWo&" HA*1)lc2@KBkA[3mtD'o:?{L9ܶJu.U8W8/p7{ K?2~_q7pwmA( &iiA^C~@ABaAQCq@IBiAYCyT@ETBeTAUTCu@MBmA]C}4@C"H@" EMmc.nx= O7I |)N3|3g%y|pq ?'\ϸ_p+n7[;PudwBn#%E}A^C~@ABaAQCq@IBiAYCyT@ETBeTAUTCu@MBmA]C}4@C"H@" ZZ ڢڣ:x ] ;z'z F<OcŒ4X`HA%E~,d#C00#00c000YLdLsxS1 131 `.^8/p_+|o-;p#~e+Wq :n&~︅۸Uɧ,\ȍpD Q6 /!? 0(8J$J4ʠln^PPUPP5PPuPP C<$$#hhhhhhh耎GhnͲ3+qtGD/<'i @ `1p `02l`bcFbFc bc&8ppG68p >>'1N§89 ŗ _|s=~\%p? ~U\ï;n6 \ȍpD QF /!? 0(8J$J4ʠ,ʡQPUPP5PPuPP C<$$#hhhhhhh耎G(CgtAWt^xO)E?0# X;ҡc2.`xd"  0 (8L3x0STLtLl91/a>`!a1`)a9VeWkbc6b6ul؊m؎؉]؍=؋}xqo 0mwq}|Nc'8Oqs8/7ž9|?.~Oq*W\ opwFp#r#D<ȋ|ȏ(B("(b((R(2(r( J*jZ:zhX! HDT4Bc4AS4Cs4õBkA[C{t@Gt#x3+qtGD/<'i @ `1d'\pÃ?D!aa1c000YLdLsxS1 131 `.^G8q>i|q_,W[w8.".GW ~uMq qw!H.F8"(D#yPPEPP%PPePPPPUPP5PPuPP C<$$#hhhhhhh耎G(CgtAWt^xO)E?0# X;ҡc2.`xd"  0 (8L3x0STLtLl91/a>`!a1`)a9VeWkbc6b6ul؊m؎؉]؍=؋}xqo 0mwq}|Nc'8Oqs8/7{ K?2~_q7pwm]ȃ0Bn#B4by屑8ppG68p >>'1N§89 ŗ _|s=~\%p? ~U\ï;n6 gr!7HD!1ȃȇ((((((((򨀊- s*:j&j6.>!bx$ IHF RM - m Q<肮=zS~菧1aF,B vC d'\pÃ?D!aQ1q g,&a29<阁xs0/b^|,B,b,R,rxb%Va55:l&l؂7۰;{&Aax(1#8Op 4>8/p_+|o-;p#~e+Wq :n&~︅۸ D" шAE>GD!FE1G D)FE9GTD%TFTE5TG D-FE=G4D,$" HA*1)9Z%Z5ڠ-ڡ=:#:<]8z@ox }4` HVht 8 nx0^GB6r0C1 1#1 1c11 $L<10300/`EKXEX%XeXxU*X؀؄x[bcvbvcb~[8C8#x]{8xC|' NSggK| 9|?.~Oq*W\ opwpbwrAށ G"h "  JJ ʢʣ** jj"qGd M-mc.nx= O7I |)N3|3g%y|pq ?'\ϸ_p+n7[; y8 @$A^C~@ABaAQCq@IBiAYCyT@ETBeTAUTCu@MBmA]C}4@C"H@" ZZ ڢڣ:x ] ;z'z F<OcŒ4X`HAȀN~,d#C00#00c000YLdLsxS1 131 `.^G8q>i|q_,W[w8.".GW ~uMq qw!/܇!r#D<ȋ|ȏ(B("(b((R(2(r( J*jZ:zhX! HDT4Bc4AS4Cs@KBkA[C{t@Gt#x3+qtGD/<'i @ `1p `02l`bcFbFc bc&8ppG68p >>'1N§89 ŗ _|s=~\%p? ~U\ï;n6.9aȅG"h "  JJ ʢʣ** jj"qGd M-mc.nx= O7I |)N3|3g%y|pq ?'\ϸ_p+n7[; Zr!7HD!1ȃȇ((((((((򨀊ʨꨁڨhE⑀D$!)HE#4F4E34G D+FE;GtD'xO/? i 6ؑp   YF`(a8F`$Fa4`,a<&`"ɘ)| Y|58p\E\ 3\5븁 nB\ȍpD QF /!? 0(8J$J4ʠ,ʡ<*"*2*:j&j6.>!bx$ IHF RM  Vh6hvhNx1tFtE7<聞'}$B_C<3`l#:!8 >@& P pHhXxLDI|S>|_k|oq<.g\/kq7~-܅|> ҧM(D#yoA~@ABaAQCq@IBiAYCBFQI@TE5TG D-FE=G4D,$" HA*1)9Z%Z5ڠ-ڡ=:#:<]8z@ox }4` HVht 8 nx0^GB6r0C1 1#1 1c11 $L<10300/`EKXEX%XeXxU*X؀؄x[bcvbvcb~[8C8#x]{8xC|' NSggK| 9|?.~Oq*W\ opwpkr!7HD!1ȃȇ((((((((򨀊ʨꨁڨhE⑀D$!)HE#4F4E34G D+FE;GtD'xO/? i 6ؑp   YF`(a8F`$Fa4`,a<&`"ɘ)| Y|58p\E\ 3\5븁 nB!r#D<ȋ|ȏ(B("(b((R(2(r( J*jZ:zhX! HDT4Bc4AS4Cs@KBkA[C{t@Gt#x3+qtGD/<'i @ `1p `02l`bcFbFc bc&8ppG68p >>'1N§89 ŗ _|s=~\%p? ~U\ï;n6.S0Bn#B4byQQQEQ Q%Q QeQQQ QUQ Q5Q QuQ 8#HB2RFh&hfhhVh6hvhNx1tFtE7<聞'}$B_C<3`l#:!8 >@& P pHhXxLDI|S>|_k|oq<.g\/kq7~-܅t\ȍpD QF /!? 0(8J$J4ʠ,ʡ<*"*2*:j&j6.>!bx$ IHF RM - m Q<肮=zS~菧1aF,B vC d'\pÃ?D!aQ1q g,&a29<阁xs0/b^|,B,b,R,rxb%Va55:l&l؂7۰;{&Aa)c/2tѨ#{ZrևUGZ|HS)pSn|LgLѦȲ++TiucEuZO8SՇݑSIe:a§wGJoQ>}zo?|w[S=ŧUOnUOVk`޿t?ˑڔ`PJzUݤ_H+{5k'b E5}p9T5Iƪ<8E3kSD7C-Y)j|h-zؚ `\ȶTYNZP|\,9qaY_N&ˉDc89QX۠&\ZA[4FNYR\\c>MF:hi4)jBiR46u44ym" T\n"v8]}8=]R3cQn)^Re M.&?Qn/>UE3]07.QG^n)S3~Ay#1~!Wp<<as-S^i]6aϣM)薦 Y2 ~H4Ŵ\ZL+h2嫥0^LVǯIgf_J>4tPg54&wJf [|RSzJNt3QzIN8$.VWIiqҩb\\l5Kift&5n;Mwȗ́lݡ%k.nQcd!͡KzkKBCEDWפg4oMw,f -1&_ᶘ]a,[yjWYzxOҼ,=-:0tU]M x}E:MsKPi^jnKtcq\E2*ppYq>5bӭf9V]6TV&A&N[)7.> j6JoSajfYDx{jkJKYnIӼ 9˒.uNǸJ,V;עIϙ/^[t5JL굸k:NۧIG@uX  cT-XӤ^UuݡYrDIo}\qs,@EgMj^O ]~Z$=jtx}\>)=C9vIon.(1 q9Ms8#IvMR2R0\jKHɃtIBLWPd M^3A t4}~,KlV]xus?-k:7 .]8; >I`$".f״53St\V~zIv4$I@^J,.RfC7@>8.7VO:OMLw;7aVC4"4*k%4*NI7w* -7 CTqM}58bi>JjrJjŮq 3 4I>M>1'ϟVHn ĩ@Rl\l( PTܽPT1Wz(yA1HT T5H5@2jDij5ZNmCPxDm9fݥ&S=3&8*r6ytpL\<=^5`Ѽ4Bٽ%=y>'EG!4kØԯˎ7)4/8#$":2,*IN,3ˊ=nJ[՘8O(5|{qߛL6H@+vYMt(쐯kLɓ봪s3EƔŒ%mi[g!Qá2r$:-.x9qqҭRSC#5=+GR,;k$qwd&@(IERbTB%&MR E~:&;>^/2Wq؜>#auj۵4VUfԭH Yݬ^M |Rr_qҤjhtF}^jTYRl]~Rz)5FRvIٕ1I,fgA*dF$Kĝ[7j 4!JRwW^c̫{ (YՂ]̘0>666*N7fSʥ6b5e+}~kz.M/2VsyIo^:SUQ.|(J1c'Y\i*VaͨH U44DrŐCTS!.[lj05$W,5& #VfPKhH@sȅJoLctɸj.U,aaiAmUdfj"٧[v8T5؈`/WJM:jcbLaj1l$գLj{3TLRlph Oxhɢ'N/,?\DTZ?if$)T'P;'̸c7jd)g"XEJ95.VM#Qj͉ƈ:fAz20# l4 cjLSWiEj c!k10NC/sU>By#=1SV>MEӸ d\^D+ ".Sˢ/ ҆E W|XeֲS4O]*lՍF*I )=\X`(^(PR(+۝rudazZ\F9.s/,8=&8eV-EUÒMn{xkΦbTSr#nJ&yEr嗀h$MK̡< NIJ,)oOL.?ht;-jh RA{ ⒓C_ %Q 5j .ˆZB:v+=#=M.)n7r;u.J$QdvsM4 HQ6J]d{FÖE-!jFNaAR8F4qHuLS6v&lTI=*yUMΨGFJW^*w RS gG(2fQ=ncDQ*6V)YPZ&gQ6rBUR^Ц6DNç"*EЪfptKn yN'4%Z⥒(jв=Q~Qd2HN!-I63GImj+̔g$']rdR⳩v{uF4i(YeKW65{`HWfaW)O' u P37w^mJ|j]n4p9$TrvJnU򫚍[6!C4-Et4U`Fn1vG0`S!It-kR`,u!iQcRS@@\l?D\rRѬUMmWOWHQ*MKw-)ɬ nT2huQxQYSgNQtFU᮴ɝFz)aqor'Cz-R#!>y!ww:,:rAn.itɚMtSWQJ{)AT+˜F(FF9I9=С.D0SU|y S#̑Cif>GǴlhdNtǤ> &FZRe=TأI`Tr $#F3vTI=^ȫ>T5&hY2MJL"yYUUͼ*IT>$ V=n ֫jLw<$x$[?]%[*,ͮs)9yQ,UI@WҖdq>#3%)j,I>QG5D{9ӫ RWWIA~bL]ͅ~B.#XG@@z?Ky:1&MAƳoY_`\1%m GHCM: RɦWOW5N~{TU,JWv(BF` " Y+ݪ/A2"tCtXj,i9IP//IYq=$-Rc!ɗiNT-AF n<YCj#c"ЊOz!+e'ZPFSHRJ|ԝV䙰˙V3uIT!N7A)8r|)2iu]TyiS!yVgN%CJAO\U:,RX2#Q!9S?^b\iJm2ITn1;K]F2T׃9tHNqx]E4H5\Oz_Qˮ^0h)~zf0t{jyBɬ$$F$ ȓ{iQ %;*$iQi,s 50fj@Jڃ{)^(67 F.bs;V^k?F+1g02R ~*/ȉ e2Qr)kslg=dp* ؠr06էBTꂲB]D1F=lSO= ;ݧIQ\Y-DqZ6Zig2#'2ZX@j fFdC"jU` K[yaQ FY\;VkzM DMݚG4-UIMW

!ֺHY$AR*59aobd8TKkTcGX$hуFPn /16V~bxj)X}䄸8 ϧvdAmV 3H@Vy%opnInZHW 3j*o%a*Ƌs@Z7>RGRdrEeoM ||u'^UvzsTz'WϚ;RoUe\ipGo<*CRn33M2NI,7ƲdOTfx'u\yiXUD9*zbKJj#E(L66kT,Wz7LvR稤A7+᳘?Z,|nQVAhCmX2Ҍ^cF:Euinl4Vm6]T˕ze  `TpUTä́3)jrHcR TۙTdvQ"R*/oJ+`JIL3g6Z|9.n{ySrBy5Uk7M vKbj|e))îS5FD/(Rȩ3MnK\OC%,-lcopBۡj] ]y@hEQՖ!Z:qqIgny^^k 8l0N5sJf )N)%g$ɉ)`#B \VlpYc}udOUe..6>1;XTl|pxڡ 5_FHF-N5uqf,+v{ltO2 i;&I:7q+\(R05g2!}qL܁ܗs@'<:^xf#wZg<`wU*c+SOwZ if W5}m41fϗ*۝ۈG:yz`qk4 _ֱ_Ew}e÷CE: چ%L3neǃd72$;Y݉ц^ ]i)~w، )eTr POLEpl&ʆ)W*0} {61:Tj¤:&u˸݈H.=8+l]NOcG7uW Sb[s# NmR`c:gDx}GUUrh*Uc:~G3XW8Pңir3fsKۂC +w]CΰkFd-YwM8)ośl; ms|*xvxSE:'aM.C8ȐO2g)#LBKI^]G*R Em.rt6};VTEX./5֣@J׼.օ;(<2ތBvn<3*>3tC98 S@v_>$Z= ky;I8Qb'R[IVi#->ҕ[WA1BgjJ#U[3\B @HSg=Sl/qgWOa)>l4C5.b+Mp4W5jnwEDFM^g}CC;Txl{9i  yOsjW`ʹ|Glk%%,2;ߌ6T"Nr9X|kTNiލm8p`rj:كJ\V6l9(z7-L*IӨx.{'Rd52F1i;V(SDk(̟܃N0|WY1[qZ-,16 h؄6*Ɯ&A:h1i*dUlIӫ( I0m;}DF㍯I\ qi+ !;jỵ aHnhhV ;4ܺӆwőEfAA /NqfuIbw($rgv?<NJx .25kAa`rHrJ '4Ӛp14}B$N hhyXVNL$Xn_1% Nߟ3tnl/뉇@n,6_4f0xf٬*&v'&wq3rcE!;$D(D|AMC-}B9{>~^F7kbٸIi {weXbQf"ٻx$/퀧uۈ =ϲDxϣ*rA/>v-%+حTpCГӖa6&DIs9(AlgOtoubUV$zq3̬)_1=ʃvkhsܪkW-\9"|QMM4aJ MO;Iŏ`!aS]?pz,w_>|O.JUdc)׆\NFEb|Š6XԬbVT U4cXa/}2vu^M|!  Q~(%n;ʲF4hj[q>^ܰb]rP&cUEkuZư!=0k-gT@^$/kQw5ЌπDb8p 1=Hv0RpubͷOob-ЈWv+\X= mHN}V (윐FZX59wI`9Lyvn\1=߼vnLٹ1eǔSv۰ ToOTb"IK" F!%6IoB&y6h [7!vp\ڨsF6ַ.#ض !wop}DnlEGn#.+jn4mM4Zfk=x츅Bp2lkVD;ʽ(1\M.ǩp6LIHbMLR/-%lA(>/t( ylAK`Jven6I"y}Mfzu^0o6'6a)Hr00yRx١m5iK 0轛H)qp 6)Z8wM7G>؟=sE MFqŠi JF侉7qw$jI}J[V7[FVGCnR~/f=[m1}6Z\Q+0qd U1T23ؖY!ˈS2i2"+_˷R~pYYIL[1]CǍ,:VxLYcVEK5rNV ZŻvr:t7,TНƳ#/;fjҾT65fphκl~7{ɕ2,T<«w<UOdrzV!Mve; 9+#;S Ph88Ri%XU5s4C Ϡv,Ut|/ bk Cܔ?$RUCus׬oP$>ʩlT1htc#h }hcG؈D QN[6xX}*Ku#`RWf:A'/<;Ja|ZCemv{PiJg֝{nZW_;?u@jR;6]"O F^_ظǚ؈+`R7qH/N w4z䉭?|H'w&k $a (áaG 1_BL*ƂCܡ,p(KaP; Dw[5ǎfp#ȵ5~Z` [z픎ΘhE;t &8rw8>皖tė=Rrătu,zo) Q=X -фԱi$V۶)X݆daMgV8Ak%cm>}XJ{ 〽jeְUc2xUqcm1£&@:]91<.wK_{B|w~E8+vw<5 KUW \_C8r*XaφN pTLb jsȠ*[51;"bvW82f=otooh+҉8{:l@sqo&8h0`|b>tQuy-X5)Lv)R8R8 O0: /= |^߯j@bƉTQĸBFRG%4篝O-89W)X^:E ]% S5֑n @Qz˲^J~鯟`Eqbѱ ,< :%X8 kE{wCul8s;x{*iW(`scx ez[t726McId6)y&=6&^4܈F[={\#aT*B }ȆՇ;Lq 6G\\KW*ᬘ2cG;Uszf]oTSE^5C]`xk1ĎI0Ԝ/T}> {#Dc6k<&o7uo:'ɷ>- 0kc_/CMx H< bU;ʬJ& !PT|M' ']k9~lOsK'=dI|f [m3%V$xWr&G V2(֣9?F4cE[*c q纫 7t"u@1k`te>̯|& z7Xڶ+9.ibg-pP !6W0TpP0_0F: A0l*=c"lֽ1[>={?[`B,>hsn_Riè|^Mq4 av*K@hVHoeӂU[kXŕg_G$'^H9葏)Ԫs <[V+ V\VTCj *.E^169L3\~\ ٙ0pmoaL5k(C_V 0`1"91zAT@˅(鏪FɊ8ox'7QdV"3|pv r ^ġZ9DnQ. `|rm.td;6l#pa(2x4r`^|r mĊpN8S96 #9.(]k~x\+H NPޤLqeЉV9*U[ l抨=Qpb`DD`[f ͏=#;B~j*{3O-m6?1 Z;ChU (ĻhnOPn+Ϡi[)\%HC'RPaRR槪:&%@;JSWiEajF7L5l~Oaf.Ј^n6@mc3/n;T4}#Cls')Aӊν#B t}ixN,2FE8“Di_04DH`1(J6;SP*i(~ +vs3Nv͑ jW*jGA FTF7F&g )ah CYy$6WV?jE::AR 19-)eĺfӎalFۉ!x/cB}rI6oܼwŽo;Z:K$"|I7/Ћt0x- h*lA3uXnwo,ejKOmnc24=/f g; )-mc+NClמ V 1&3l4uܚLmiv04ObH// ;zx/r>P.tuJ>& VEk5h=^Y䚡BHzT')gP{fX LZ~[[Ll*Nb}ιqUȑH$4W;]mǫbKT+B~ysz(؜&nbN~:8kVTR nlSz o'bxbRkQ"7b߭kj`M$|jkcEq$ٚV#K]k(PE ryK}Π6rfvqܰ3jrImgCdIV##51cm5$KŖǔdH( ^f֭~O6RѨ Rs HCpxLng'e/=E dLw8sYW+,ԧ#zޢc&Ŝo!ޖGn|{<1t랶IhV=Bd<@ZoE[}YkT4x;JH +'lQ /Dohi 1BGGH cFѐtjG5Bk4ȽBΆMqdj8/zn uFyZP^?v7hkQ1\}ދrM :<}aNƤ';nt/Í4[ SGU@PmY`Ʌlg цVЉ ΊB:ឥ=IzT Է8CwZ8CߤE^ jKrTŸp'ϹIw[ \w!ՁUO Z7˲}^/zbk~G-!4M|ڡe 'x@@${0=_!5!œ6ϛ5|h2- ;^uUc;čy˾3k+B4z3I̪q.ořtҮ-Ful'l@ 3u_]? ƹl,%AI!_ !wf3:&݈F>3WN۩M/iVi<=7j|M11BmEq.)*yk^%+-@F5_m.+aZ}-T0uVl=͊d|N'h 'R_HrV Pu ֛C{uŐ[] E2@axJeq*[j_-(1Q5v;8dJʙ :=@JSs 3߅z++҃dexƚ2.E\Dz3V i ]BdN6XMp(QIE< bFX+=Wոmż)1/CfVï`W@.i c(ap@Gȳ~aQ?pxp^ʋiLyQ*X#| Y;^`Ĭ`23O>FITgI g904֒ZwkTF@ѡt"HC??$A1x@csnr LJEpRȸ_T\)8U`)6歗·@vܭ68dncC| .RX8(pR01tFC${ZaHݑFJ;;brRȭul֨pN~~oVH:BBbc_fϧ8 …rO2ܕן%p.]m|5wWZ.ٌ>(cb=? ZU}|4R QXd@ }I n^D2-9izLPĕ¢Ľ Ҿ}N9Y(>sa'"&H2!4Fw*c:#Dtқv$ui`<kUÜUyr@4ES<еaLwC}p2UKq6^F*Ar[WZ:aDQAʣ.sW]S/Yn3qTGwBDǗ p .&>QT`EJX1@J .6Pr-W)^ZW x[ծ߀cx'pgC7Q4 qd]MQ=3ݢŹۊ r]:f3GrY\ͯJ yG gF^ri^r//{nνzЊ `aB_f8dx|GϚL@oB]jvI1W *k:"&Ꞷ8OGZp_QS@΁xfr#Sn<\C#Sp J=(Wf%d9J%(Dհ aʙDǰ$NݛReD{zBeY.0Zr+2:Y'+\[;ceɝ #UI^C|ˋSE5!+K)N"RJ3n[q}(.@+JlbB/8*ȣA-`8aAh)( (Σ9 Lp1/92nlmB.\<P)ϓp,Rxְb[[Oa9'y-EY nVS'!1s~y<v2Jt"{\X=cBJȠx#噣0~$U-DYެ8z&/y8ZJ7 K/9;h!]}*T`r#g\YЍ}ݒ % *<<eG*(XieN;<ْqF "" xbTI)R&r~WBa<2;ZeXM,Wb\΅$x P n .9nHK5(wY0"t$- NӽTL'ޘ y/ %juca%֧Ihc$ddL-fNpZʶ+;t3#yctWtj"բ]OSXJ{"&b|(%r\#񞜢횞u 0FU]QzpuTk`\E%UE:]3-N&z,g+ .kڢ m}Q\` 2Pے{&׏R"\нX-|W:Y\jW?_1{_1 \pu.Z7=w1vqxtDZz-bG$1H;; `U ג'::Ư*rDcG&DX`O,3gz̛gD W,\pwhO!ٶcF19Y73ziϿj2]*Q , oo׏{@b5áwO@5쮀S}kfk>ƅ Э6 t$֊zbdjifخzC&ۤN=ES$&M9b \(1MS;#(5^Qc푺N#j5VT|}T#ܲkLU3>"19}͉Yh1!nE1绫US]2#]&xR3+JkVQmҕ#Lvj╠, ze'5UZ{za%?rK LǬoh&i!2: >Sv D)8͏} 0O]uS:ީ{6Z{sp`ܹjcTcVr+YJ{sЈLG8.j ꢩۮӉ֙j`g&1~֞gRBHz BĄFyALTrE_=|40\~"RI)Jۆ '@,ejGk͓הS:Vӗ:,,}5NݲAhvX{ĺ-z ,f@,t̴l\H`c- <|QRr'x*KuɪzHA,U"]TH>eY8.{- rٳ?0~V&g;:;f6|v=*X)[#I8,?Dn9!Ve k9Gc: 6.˂JZ:j JTl%5UڗT%G)GrIPduPwoPJ,H}EG% "Z3!'韾lslߴ#Vte'[1[S爳OHu褘*@kZĤ"C[x巗GJ㢦e!(HQxdz^i>wEVz U)]zt&vP}x@:@qFpfLNkF>~a!B9oƎq@%-Rl~f4Sbhr+ҚgM nmxӊnugԁ~ʀ%'..XzW_VrL-hrZ>aP?В`\TBjnp  2r:Q0=xv $ =QDT×|2ŰD%BJÌ!#rW4C! .Hq/XYA~YOLmpԋѭ.z+D yKV. 9(a*ʼQBcbͅuDGxϞyBT/ńp2~r쀁wY)GCQӉlLJ 90<.5G#vd /WǁEbbQV=0"oؐ;*^RI;5oiyOt0S 9sD_`{" F,q0*85.ŖW >-Ơ\\t\3ր3j!Qd]K*oo_uΦUs=XD3cLE}κ "eZx~3w_`4iH/:^󞲲FPY.};jzZXE_Gp7pA@b3>8,u"ymEsr*(ʹ%عf|'Ew7p9Crjrn;@v=َ٠L~D{;CwuƔs6l"{=4v +.U<E!)kT:55V,xZo#ai̇|uWuWoA*:hPD$RUȩO?9}QA xHo,_˕MD"_ucS;uD-9?Zоb} t_u/ h6(H-&_~v0?x!)wG *50,~k%Uma䷅^6v\hٺ rfϻtu(ta#(/X OI4 $2BhDfs_ :]AÐc5BH%H=hrJ(BRwSA2{,8CarJ YQYPF$z[jӜjB#o)F&5/!"ΗCAdZ`*m]΅!痤 !5 ?|qhƞX9j TH͓fW=k\H׉'2x|ahT(XT>n?-d!+ <4zQ%HB/=Κ8P rNQiS0"`\|S =+;&熹(l]͋A dZ?q } MF3 uH{uLʨ{7wp90"5 G1 IDK(Ѷ ġ=b 3,SqӾDA_lҼPYR/H>cY8>[hWYk?fB}g`#zFxKan4឵ݨ݂ ̈v#,XD":E׮:[fYkAHF53UH#VDnDt>Jvb^E=Q۞$OF?0] qX '^fDz8)`\]GZMBPqܸtEK0>_<=/:jUx)Dh2Z8ytps ??y{'6s}Ggg lCe?ogdhe\%1ּ(Wns7T7% .HGWG;@W i7h 7QYRA{c_IS4λ& y}q3;SH+aZ Go>i:fQ3l<re>X>C}יּ? .`}v mMp:^+~_L,<~>=,mm7.tZބOhpLCDŌϋ7ej>vל5iq9[cz<=Y?m)WԼ.&jύ/$U%:>D6fJbO!jq˶ |fc3> fsb{vJ?U\T!ş|^"۟iEX M06S9|gKc{;]4_oGz_ldG/p8P=w{D:Αa\O58?CK*CRm&>td?х=հA/\}hO?}a@C4:xϲAo5>y^>Y^\A +ڂO>Ox87gLݿ >^VhNAsre~_mO T:]_}O{Ɗч m!"!x[Nې[iIZYT ?mPmN(*BQxOz`nu]y@|ߟs@cvLISjsCT DX58+\kZV.@Ӧ=|Ng72vi:1Ms 9yԮii%؁ٜڪW:hnc+ ]M7%Apa"1;.$|]I@JXIB=>>v_ҎA{CQ>WN"l+XZ`#! wIJW$yjχ䤾Y+PGx|? #C}Iʋ B@J J+>~p'V.qU)QPO*oڤt|+ڴKgnjnV |- \ҥ/tc>):7aO/.QڴȖ$Dv~MTlM݆FnD񛝫ф4ެ 8ut(` 3B CLdH7]pL2"h|[oH6^(,b_rG;՘4v\p0(RÍ7EMehjHdq2Rsv VF,D2=閖)q*g>xyf.M˃/XN)H(O+\ONmjp&@U9!auPEfX:;SEXDJ<-2 ҽڧY  &~$(=JG/ کf{ٷrknv/<Ɓoh2p”#o 22G-$ F1˿}qƷ?,,Y<{_6Ngy-;P kf%*b9"Anɡ{P5{}Ipfƶ"M2bCKd絽 v=Ht\qMN-X:M'r c!LABc2V\ Pii\`֨5{Dø֝Nȩt"5GiL`Kש;zq1%=^ʙd"3]0m.t32;.uT$z+X7s89 ;uJ7 1/dQ=Vq Q3-u[JpKhҰUtsڒ4rڐ.N ?:%wal };JHK3xSJ_ C:<@ /ru# .YNnj +_j%-?|f?j0FBNI_= W Y[FT{}PT!Nf\6#<3U)GѶ]; /f)Mk-Թ*IƮ cusWw]u1#;ɷg<+}y܅(PF;)}.p42|H镓:* 03O Q5ۧ9 0ۢvઽO hH>#ri3?;U%[a/8,ЁTa.^Aw L:A覄MIt<-%:8c샀+IG.@ЙM7j E J-Cst'UKr BJ%i.0%ӘsiSV<wE&. TP\ Ww'v:-n *` RPZ! h<j6&A*` !A h]yZڭl=xtTZC =S&aL07q]v"+ͭKGiO٘R\qKSt TjTL4e6kmS30{FNqf̸T.梨qb4N9c}e<{SM* 6*9bSĵ3Y]#_2wqђmC_ `sL(m s5*l:/~e[܄W._u^3=K0f ܞ ܽ7y_K+v3<+?xe+=aH䂪6^3\0'L:IpKٝZWY盫09R:J[cq$3/ct1cpǨʁD@>2I8W60L~fEע)36S\ۃf&tqoɰdzsf#e::. l$EkQy @Cx?u퓕 U=s 7_)&aA#84] yT~UnGyw`h"nȔ_LrTyVDHʓ,"H?7p8RhT0u ˞RrB5y iD!VhAk?!_<ֻžEޤRС}'-O2h0JoU{bL=>n(,~rZ|HQWVuRgMO@6dסzҶu*NSFP7:Ầ_8UňHCĤTGWK"eHkL tm`%~ôoǙt3V꾽u;JBH<_$z4TRqU!}[l/6Pw(U;H|8ןbg]r OiͷZS T(%98XC#-m;fm(3N'h9 OUH-zwzPҿSSBT_Bz"ݿ`#u rڧt77JŪSz؍ޠ;J}}a}G#TAج|YlnMٖ?zj-|5}^={ { z=91i3a{ވ@ۇ1 x}$EP 5y \ܖ}AӿOxބh;'1︷~Ƭafꂽ7c8^t3GMLة wgT#CDtHMiܜR3Sei>3*òD o[2sKcR&pMBAٞ>AipF rW6 !ׄ٭ uL.x [M_c7`-D'L#u"JG,oz q/'I1w6e w$9F <#4i7H78( c7vm!@oC*01Կg]:x|n>W|pip$u>gaaH؏.!H7eXD@Ҕ?< @̻*jZ LVwsw\b)">F(7LB()˰ ?+SQ`]-$Eh+kF U@>Y1</ "a{;kW>Dk=Ս:,h6 8.୦PS3vL.uLLo_|êa-:rhОks HY;m-0" t҃;3v(m$zG_Rx+Q7_Zu&C){P 4 _w[Rbҗw$_puf M7N@0`0|RvۉS1ϭ>dJ!Kmhd_Rz[>A<}UݰDqtH. o\39 tg]fɈsܯ>~Ű "5Q[4G~(J^R$ ѓrqC`.6@433rSD4 ٗM[UwV͇FFTa'y:y$J\=KfJ 8\ <4&)D5Q%i1NFM`EC,L,u䲘a#: @u+.uJg{h ,յdy\$%Sf'kpX#rӰ'NtE/y4P#)o?l~)9QimcP)L/"iZI|qŃ5 WK*>jd埖aKpU y8PmFl縅!:lQOKEZA }KkT;kDmcFd r3 x_'I) /+4l:P[BHB*`b4K{yAp_D rL Ml*xFrV_ElV kJ6*iDc(S0"+zݓ-3--]2'u@*ȎFҾ~]3Ү9S׌ KW) yŬȄ3j,G#^᣺a` %m~;rk)iW!J D|w]q2J>NI'J_UXDv NJ \JŇ'rR[NHV"^uI6]D.5FlPի(T~sUh8. gZWWªWF^jJTؗ&hJwV̕Ꜯ?3PТ{< p7-S |H=+)jFHMރxLCay;u+%c &HNmԝJM96gÖQ4i &j"Rd=R J5QN[C8ɒN׫͊d] *AmZ=Ԇ:E^Z#f*-I .{Y6׀T*忲,`NLJ)\)nm :G-P$NNZܶp)3ޚtZ w PAz'O!ZK%68I_@8PR#By̗*uF_^NDtMM&*9^$"+]G$ƁbG;>iՔ]rNIw4Y5p߈ ܄ĈV]cĵڂ08T):8W-e;3[*J.JK(B;t9D b6 u?y֟ {:nL*3$L3kXZ=i'ߨMVu5!-ALRHM%Lm Ӹ #$kB?Aţ$}"qhǢ\x ?lct61]1!YKv%wcTƽ5MJH09JIXw q(Z')\J˹P6b.ԠF2ɐ&9MF`x=1@pոLqRѤ=l):8vxoa1i䨔-vwz[KcKp...ڝj]A.]x]u| gŨ|K$ʥx<Oc5@gxPTBVuo@O%Gi|\bGACj8kS vsw0⡂{W1'"z!թ+G8x85`qgG P#da퍦$bOz{MD}MS!܎J'w(Y^h6"]ѬqD0"*1m5J=y}b.QU#H:%#WeqKnMz4-@(hBBYF(Krba$0Ӽ<ӥj2'8ʎHU=M9KKHc~b}!߁"B'֑9s>Krice)br.ݥ),FHG_Gvk'3bv. -IaÈ#]M.=wYҊ9j:;]}ū9[:aw,-D6֣[paL- cbQ(j/X /bEK#cG,Fi5>riRw-X Nckݔb)2҃$ߊ";2Qu؈ujO l-?vD1o _HhCX. Dx,׋{.H^dL"#:Grw$S`b|cZgOQbibcQ#!*hV=8(%\S .;XgN gًWQ.)MX|js%O|j ^1xheT_mdt0]W@?֥y`Kb](bZSJ>u$PhZYz_v#CZ6:A\Nf`ڊ8ҽk}MT욞Y$h.'Jc&deGafWZHnA#Totxub)'jl Axu5zڛ8p\o4As ʚ rIB;>*჈()e%8 ".1!F FTqeڧIx\)|fb4i\ll, N IxN#`P+h&:=яYrdWz iCJگii8&Z~̢ *gtĺ{M lc*`GEDT).U# 1y2O r*b>Uʔ8UqQR~+[~ \M`*ɑ'5~ؑZVS4A] .I.hRc=Тt!D\A;ߠSV7Q"Σkc-b{gRtZOLEsB7\"YͶT4=hSq NiIט: }jBMI9HJ{sb؏J6x|Hu/f ^y !8. :OBӫsO 0=CƉ:(K$jgB:ٍC52tE I,S'zF%sdXᾴKI?gr8)]. Kֈ NxF'{2k!cֺO1}J1ST5bRACgg< ­zKXmDqm!W5׬\V5&)rF*A5u6]ąbz:sQ:۸4$:Ě>M D:7TBeU=Jo4fjڛY0S-I>ݓ/}UʙK,Wj2ֱ]Ѧ8HD֢ `%*O´[SĚG^}~ϡh]%&D(.>0k)YÉmkE0iⷊIJHLG|)= &o:W͋B!ޫE)/'LW̪>Qt-RT\-TnͅSjNalB[HYjVT塬%҆qǘu*]kVϥ"vc;0Qp+LB7urTȥ *`JUc2A/Be]e$/V+]5KG뒡U]+R嚄 D`qKHMB80ŨM?S[G7RK[ݍ׸6 ‹ Ik60khůs-޷ LG`~UK㈄?/aw5ïf4*f`ѐ;񠾂4K(}RKFx+G%%>ai{d2IĊ:0*%x܅7_WT=g5N+Xt|էo6FX MFt?+ zH|n>U =)ة8xr^ q =ψʩ; teBqPX E:zt9_OVJR Ls38$>1O}1xTQCF C27SĄ_ L^PϒHmQIk{RfLqtL*c'c㼙+LZFQİm B#aNVaUL=p`EewCk4=bGʩu\&+2~To2T(3Y8-̈DyJ32XiU\OZ[:Zt+ñj!N/]nhm*&0lJ0 qdw.Jn{bwK{eJ% }]p/؜0=ļ]u5L_F E8S6.k}K3b=!_gF.NN6''_z- 㸉r~G-A*ՙY-`*u@nƪڨ K4Pz;fm+dfH-!Hv9PJiMQq{#w}Vy; F݂<>}g`bα'>|& S]qvLaLL MI3CUZAKã*2eCn+jOW+}TMȪ5`6Mĕ~S*`VS eO~43%)f[ bjMQN]'T &8_K_(&mLE~sRNPk,bX/syZ,bMuB.Q1b'GxSJVрU;'ZM- DL@RE~9LJ|R \:k3ԧdAYV嚣/G!m&o($S\;VMRIc۠B0Magxx2lbBs,la.S0MG"ɺ0O+av/&qabnV/VMIz.mKVFpi,üMB7=,i`ڱiħaw^2t#3ĸ+9}&jpЯɒ_eqH^~rd6]GmuVyRB:ʡέ9:6MA^͙:XBL^5I]?פ7Qnl8cZ;unIn 4LꋼfUA#dD C!UW_ ʱ+/G0j`}́{I0n!FCYy) XkaCȫrhf3+Dc@(3w®MfXz_O~ywYFcш܈@jD^F#63wF`<$=IFL[ѼlXX;sJ2H7#iiks) G5G\{CXUq)*\~ԽL}iS ˚庥p)0"\8E,hbo 0#]uH9 i:%"M%LK%^t{L[Viԃgbbs8΁t\i?Q¥+3Z2iKd S5[}ip{mQo]*pl%g2}e> r q͇:r:=I4F'_ZC#$I&HtߡtW =EG$qFz#}8THgDܧʭH) ќTRt0ȶ }*%8D*=#O`W]Lug˛^b!ðߊ>}x亣R*dp-'oi J sZm<5c~j&"o.-'S:n*vk6u*Ypfy| ~dЙ@cq8F]|9^u=~ x0dHf% q;W]%,:Uthj6-~ԑZ1+-V5&.ӱ?yE!֐(kv.Q7\nHAvQZ% FWΉ\ SSyI$'!װgM w6^!u+ӑZB@涞Bn ʾOLT2hKYZR0Wn S [zx?)&x3KHޫB1෵o39|!*EB)J\тtGB7~G]PdN,.zVCR# ]cIw5.K\R,56%qܹOURĨ$bmDN;txTϥ=7W]Q߸z =dZ*3Ki, ťb'1*˩;)iS龌>g}o0I02݌7 a5]_xPe?|i#xFs ~Ty=U`/)ޖT)?3R#ns:kՐ A&4Uj08k6?U3sm>?Sp @L~$n@GA$ D_BLfSZ֓NtYݣI ɔCC3<ܓ9eJ-OcYM?`ۼfM}VԩRxBO#]%NMR#`(UqF+Ȏ*ީNW8.%a` J6$=7jR]U`$\pE w9qj(qu 3ȴ+-m7\i.fFj.v}9 B"3@@ `cX|>u.5K?г(zKU:8T֨6g̪۰wKI:TWl$ƛMaVL!٨dG(ԑ𿪘]7UdJT,&ggb3x5q%ʈ9NECTk6aNQQAK[J i f6|pA0&r(-DCRv zMj,fܓQiE(1o]iI/!hGN $$7r*.g(gBB2$SEݓWP{̊r Ŋ~b/,,ée4T&djc0:*1QMJ$buLLJP]P"0(^Jӓ.Ja1y8ĚcP#i'UDw}8%/.8-rWA*^UљЏH9 S̲TJռ),V7DJ2RuAn Quk?X= zZDZJ*qx;y:v-),R\˵qee֕]S;bbHc3eWg ́jD}qcŬKU Jrh{~vjCKp&+hj^aپ93y6&o8ŵ\G,Kbe9|gTKXB蔌ؗSc *U$٩I7ևd)ѧ29}o]pIZ傞`o2tt{R nY0_h$I ktaZ[Mzw[NK{6.tY Jw},`fW3SJgA%$+YDߍ>tu o]b)F8!u"e:Er#Ah%23p$9DLftQs'I%S%q7L݄ Y$Ժ^Je*-QI a-VISp-J7 w"H.vv(pE<5,&p2S0[eKZS] y/jTi#iIK)ͺjN3CC*T} l.c>]e 5\v@<A戚zψ Ͱ.&i/k9y?4*s0/j᙮ 3)%c鞟 gJ]=΃ -:&CXN.+_`ޤExhH[8walFhV$:o F"UIENTb#_ _GQ%uf)/0;L] v髂֊x&i$o-m] ]`Ap{hU(*ۻn ԝմWSunA\ARApApβAAp ­B~;w?v^v9;V?;%AAZAp)w Aw m,m } Xb 8!.*r?׶ApnkA;ݓg_t Xy X]iewnHl枔} 's{ AsGsZ08:>[]5rtbA0wӂwA2`Q/ u= xiW9kmu{}4}MA !u XnowϽ7~ 8g w|<s Xҭ> Ƽ]+^ ~#t˾'n/;_O?vsPA0߯_sv7ysТ?$I?8o5.?`W vψoy7R?yj7u72%[2_ 9̆{֣ 44ޢ[w]m(uw%(u1Y}AiLJSݮUiSvRRJ[:;@W*2Nĺ#T췅2Nd^l .go+(s֭JwߖP64GF(S|VtA(_K|eQ5wF(?)q(?'l_Q~3F(/mQ{:4eQ(MFi6JQZfqFo Fhٌ2(2Q0ʜF(s)1(e^gQ4BFY(eQL1bFY(KeI,e(eQ3FjQڍQ:1J(1t%n.t(FY(eUVDn52(ke-muQ3F(e#llMQ63F([e+lmmQ3uJQv2F(e7n=0JQFI%m~ e(L7ʐQF%oQFaQF)PFe(#F5LiQ1ʾF(hrQ1ʡF9(irQ1ʱF9(X$lSrQN3F9(g,msrQ3F("\lKrQ.3F(W*\mkrQ3F(7&l[rQn3F(w.],krQ0ʃFy(0ʇFNYF(3|n/Q2F(;|oQ~2F(7n?Q2F(޸G1X4(Fi1JQڌ2(2(2Q&eQf7F(se:ei(e^gQ4BFY(eQL1bFY(KeI,eQ5rFY(SQV4JQV2JQ"F%fNčen(+ejՌQ04iQ1ʺFY(elhQ61ʦF(e liQ1ʶF(ehQv1ʮF(e:eI( %iQF7ʀQ1t %kQF)hF)lQFe(#F5LiQ1ʾF(hrQ1ʡF9(irQ1ʱF9(hrQN1ʩF9( irQ1ʹF9(\hrQ.1ʥF( \irQ1ʵuP3F(7&l[rQn3F(w.m{rQ3Fy(!3F(_+|moQ3F(?'l_Q~3F(/mQr`1FkF4(-Fi5JQeQ&eQf3$L6F(se.]L2Q5|F( eA,dQ5,fōQ4RFY(eY,g2(+eEe%t%bQbF4J(]F6JQzQV1ʪFY(e L3ʚFY(kekQ60ʆF(elj͌Q0ʖF([elk팲Qv0ʎF(;ej݌Q0J(}FI%eQ2`Ad2(CF%gQ F)eQJF)bQjFS2bQ4ʞF({ekQ0ʁF9(jÌrQ0ʑF9(GkrQN0ʉF9('jӌrQ0ʙF9(gkrQ.0ʅF(\jˌrQ0ʕF(W\krQn0ʍF(7jیrQ0ʝF(wkrQ0ʃFy(0ʇF(|JØ3(B }I5ҷHߓ~ H3үH I7ҿ$u|#@CKj$5I-VRiiH "-LZ(i i1%HK"-MZ,i9򤩤H+I+:HR#u.R7KZ iUjIk$EZi]zI6$mDژ iSfI[$mEښ i[vI;v$Dڙ iWnI{>R"I )CN"eI9RT I3H%RT!UI50i4JIړio>}I'@:t`!CI'A:th1cIǑ'@:td)SIN'A:tl9sI']@tb%KI.']Atj5kIב'@tf-[In'Atn={I'=@za#GI'=Azi3gIϑ'@ze+WI^'Azm;wI'}@c'OI>'}Ak7oIߑ'@g/_I~'Ao?IP44Hj"5ZH68xDlIɤIs$E4i^|I $-DZiQbIK$-EZ iYrISI+V$V"u"()F$I]nR2iҪH M#IZ6iҺH6 mHڈ1iҦH mIڊ5iҶHۓv Hډ3iҮH %H}$)EJIAR44Dʒr<@*fJ2Bjai4'i/ޤ}H#O:t CH#N:t$(ѤcHǒ#O:t"$ɤSHN#N:t&,٤sH#Ot!"ŤKH.#]Nt%*դkHג#]Ot#&ͤ[Hn#Nt'.ݤ{H#Oz !äGH#=Nz$)ӤgHϒ#=Oz"%ˤWH^#Nz&-ۤwH#O!#ǤOH>#}N%+פoHߒ#}O#'Ϥ_H~#N'/ߤHԩPi i,Dj&ZImq HHI I47iҼH -HZ0iҢ)H -IZ4iҲH˓V Hj'D EHQRIHݤR/ie*UIV'AFZim:uI'm@ڐic&MI6'mAڒik6mIۑ'@ڑig.]Iv'AJHIR&H i:i%HyRT$ HeRT%Hä(i&iO^I%Gڟt@AI%F:tHQIǐ%G:tDIIN%F:tLYI%G:tBEI.%]FtJUIא%]GtFMIn%FtN]I%GACI%=FzISIϐ%=GzEKI^%FzM[I%GzCGI>%}FKWIߐ%}GGOI~%FO_I%iXR#Lj!HHIHI&&f'A4in҅H.!]Jt9 ҕHW!]Kt=ҍH7n!Jt;ҝHw!Kt?҃H!=Jz8 ғHO!=Kz<ҋH/^!Jz: қHo!Kz>҇H>!}J9 җH_!}K=ҏH?~!J;ҟH!KҀuB 1FRBj%ƑƓ&&f#M"M&N4'i.ܤyH#OZ i!¤EH#-NZ$i)ҤeH˒#-OJZ"!EI1R')N"uzHIV%FZiiMZI%GZiCFI6%mFڜiKVIې%mGڞiGNIv%Fڝ)A#%I)RO 2!R#IR4T"IRT# FH=I{&CڗiI&B:tp#IG&C:tx I'N&B:tt3Ig&C:t| I.&]Btr+IW&]Ctz I7n&Btv;Iw&Ct~I&=Bzq'IO&=Czy I/^&Bzu7Io&Cz}I>&}Bs/I_&}C{I?~&Bw?I&CቅHcHcI&R3Jj##'M M$FDL4iN\I%GiABI%M!-FZiIRIː%-GZ4iER;i%R)BbNRE&zI+V!JZ:i 4ҚHk!KZ>i҆H6!mJڌ9i ҖH[!mKڎ=iҎH;v!Jڍ;iRGJR44@$eHIC,)Gʓ "iD***F&FI3I{"Mڇ/i?H"L:t(0#HG"M:t,8H'N"L:t*43Hg"M:t.< H."]Lt)2+HW"]Mt-:H7n"Lt+6;Hw"Mt/>H"=Lz(1'HO"=Mz,9H/^"Lz*57Ho"Mz.=H>"}L)3/H_"}M-;H?~"L+7?H"M/)Ri i,Dj&ZImq HHI I47iҼH -HZ0iҢ)H -IZ4iҲH˓V Hj'D EHQRIHݤR/ie*UIV'AFZim:uI'm@ڐic&MI6'mAڒik6mIۑ'@ڑig.]Iv'AJHIR&H i:i%HyRT$ HeRT%Hä(i&iO^I%Gڟt@AI%F:tHQIǐ%G:tDIIN%F:tLYI%G:tBEI.%]FtJUIא%]GtFMIn%FtN]I%GACI%=FzISIϐ%=GzEKI^%FzM[I%GzCGI>%}FKWIߐ%}GGOI~%FO_I%Cj !%5HͤR+44444ii2iv9Is&C4i~I &-BZ4iq%IK&-CZiyT IH)J:IqRC%LZ*i55HHk"MZ.i= H6"mLڄ)i3-H["mMچ-i;H;v"Lڅ+i7=H R)IJҤ~i!M' )O*Li4B%$Iڋ7iҾH H:t0ҡH I:t4ұHǓN H:t2ҩH I:t6ҹH. ]Ht1ҥH ]It5ҵHדn Ht3ҭH It7ҽH =Hz0ңH =Iz4ҳHϓ^ Hz2ҫH Iz6һH> }H1ҧH }I5ҷHߓ~ H3үH I7ҿ`BH 1FRBj%ƑƓ&&f#M"M&N4'i.ܤyH#OZ i!¤EH#-NZ$i)ҤeH˒#-OJZ"!EI1R')N"uzHIV%FZiiMZI%GZiCFI6%mFڜiKVIې%mGڞiGNIv%Fڝ)A#%I)RO 2!R#IR4T"IRT# FH=I{&CڗiI&B:tp#IG&C:tx I'N&B:tt3Ig&C:t| I.&]Btr+IW&]Ctz I7n&Btv;Iw&Ct~I&=Bzq'IO&=Czy I/^&Bzu7Io&Cz}I>&}Bs/I_&}C{I?~&Bw?I&CL 44Hj"5ZH68xDlIɤIs$E4i^|I $-DZiQbIK$-EZ iYrISI+V$V"u"()F$I]nR2iҪH M#IZ6iҺH6 mHڈ1iҦH mIڊ5iҶHۓv Hډ3iҮH %H}$)EJIAR44Dʒr<@*fJ2Bjai4'i/ޤ}H#O:t CH#N:t$(ѤcHǒ#O:t"$ɤSHN#N:t&,٤sH#Ot!"ŤKH.#]Nt%*դkHג#]Ot#&ͤ[Hn#Nt'.ݤ{H#Oz !äGH#=Nz$)ӤgHϒ#=Oz"%ˤWH^#Nz&-ۤwH#O!c:x}w \;dqd,$ِlnA  ]JPb-py˧Û쳳cgf_@OA@^~'=#/ߠϠ@_@l҂A@A@L̠,l OPvPPNP.PnPP^P>P~PPAP!PaPPQP18$T TTTTTTTT T    jjjY@AM@MA@A-@-A@Am@mA@A@A@?:zzzz ??(d@ ;hh0( 9@!P$ Eb@aQѠ8X8xD$dT4t L,l\<|B"bR2r J*jZ:P!d55555uuu     @  AP(( "@ '(  łFFFF@c@cA@A@A@AS@SA@A3@3A@As@sA@A @ A@AK@KA@A+@+A@Ak@kA@ MfV6vP"h'(  JNNNN΀΂΁΃..~]]    zzzz  )Ws oWנAހނ}}} _W7ݠ4 7PZ;((=(     **** ** *yJJʀʂʁʃ****|@U@UA@A5@5A@Au@uA@A @ A@ 1 )9%5 -=#PgPPWP7PwPPOP/PoPP_P?P@l@P(d  BAa (49AQhP (44 4444 4      ZZZZ ZZ ZZZZ ZZ ZZ Zmmm%6vA;AI]ݠ=dP hh? 0(tt tttt ttttttt#2'U5u M-m]=}C#cϠ'_@OA@^~'=#/ߠϠ@_@҂A@A@L̠,l OPvPPNP.PnPP^P>P~PPAP!PaPPQP18$T TTTTTTTT T    jjjY@AM@MA@A-@-A@Am@mA@A@A@?:zzzz ??(d@ ;hh0( 9@!P$ Eb@aQѠ8X8xD$dT4t L,l\<|B"bR2r J*jZ:P~ + @ P0 @P8h( r@ѠP,h(hh8hh$hh4(4444444 4444 4444 44444  ZJmmmmm%v@@A{@{Aɠ>~A!aP*(8$4 ,<"G%eO+k[۠;{GǠAO@~=z zz  -O;{G'_AA}}i Jrҁ҃2<@A@AY@YA@\ܠ<|B "b /PqP PI74 ,<"2TTT TTTT TTTTT ZZZZڀڂځڃ:::~uuuuu YA~ P Av `P(rAC@HŀbACA@A#@#A@Aq1q Iɠ)iY٠9yEŠ%eUՠ5uxzF&Ph3h h+hh;h(  JRAGA@A'@'A@Ag@gA@A@A?..~]]]]==== z +97K+k?@o@oAށރ>>> /+HcP(-  eyJJA@Ae@eA@A@A@A>*jZڠ:zF _   3 +;'7/?hh @6P ( B@0E(P4(    MMMMMMMM--------Ńփ666@A[@[A@A;@$.n^P2(ttt-VkI;O/nL]{b:euhYhsejzh_^iw cy$NOcS]7m|Ji}|\ꦧFмz)\s io7M4<D̝#bX"A2LD,3BIJlD̓e'b9XN"&byX^"'bXA"V&bEXQ"V컘[!t"N[5*pi$x£nxd2{a wEڼa1g>QNADtB >*({=+EDlnt{`e _ϔΔ7 OV͜^'3`Y,xfwFEؼmVR/ )vjo-n[Ρ,Oz:OOTGhiW5!? WQxQ3;2罦VDGla5^"{Bm>(kd^^z>;kϰY"Vz/33D{ tD;7oBa6g#b=,U \oփW⽽'pDoRmY?gsFˆYatv[HTOas*b|N9zճ93-5}ѢƋ#kZ-,P;H]G.=NEgL+ĭDԪkuZ9ZZ5=VIUժUm3;Q8+AJ1o"V&beXY"V'bXE"VU&b>D JĪDIjDKDkH1_V~^xwlRbB$Ky׌6x?N#P>>ƖX#zOll.󤓽Jj1B[C$j us#=!BEybf&2y,oW҇>Ч@ #VB+ų`##A# :J[Üln``ӯ-{E^#CN66^JO?Ҽ3dïq իk^?zƯ/G[/}f w>X/T: 2={n3{X3"=MNg,_F>CU՜F 0+,OXz-<:5FSsUA7EXC2dyj,sһV?)^x!zdסzg7.Zϥ_HE:1VvV%}=r!&zGΦ9TD:FV3kVJCOE$֝1vM kPuywHaVTz:/DEC+3<[nV kvˮh_D8l^z4.Իc~1DUVdʱ_ Q@k(d(gyؓMEigӕJa^MD=PlY)t?zUuS˫>5ZhZ[>w5?ޤZk6D kIDa%>A^bskq1/~ lk*ry)NNDtlm&6ٵҥ$v[L]^\X1L/=gczSi4N]ig/8X4?EgEҶ4r:+ Dkz%G1_d7g(Փ&f'GW_M'ĺUbWڭ^m}5E簠jU<6U+;cWNoδ^5VU]wg]Xfu{g+o jEyGELĢ17"tD,=@7[P[$K%v D*DtwUfGrw#ݸ{jw_&fC_%l=O}3މx'UM$pcSmH^D'71 vXFҒo$-#m,75fQ~F;-#,dT-4n|T['"U\cם:|z-S(w?YDV[#ns*Y[d=4<ϦrYɻE[꒩[.7w@]XJ#RjȷyO5i(#N:v-"+{;!>r)_%+Uj&ʆz徲5Fh5+I"Y\I) _0%.Wb.pzQDgo:,{Z&>.{B.>Ly#MkEt3Kt;os9p~x"2+.Y"mu΅^ujm>pvR8(w-"+>5}pvpvE8u .)O gk,'P&sp[%!초L:ӄdtUR9L9tB 霆8q,Ȑɥ7tNR:eYwʊY'*Y)&露\A21HB,].mtI\F{t9"s ,"+stR W}s.s.Yci*,e*viΝRʹI8.Tq@q*Y)&rXܽ*V*HAR vQA rפS*HARIK+%2Z8tOyJJ҃IT.DJҖ%҇w0⮯.d.H}$˺QƮ4KZXf=B0^Kk څd#ʴر_}vavaubڵ/ɒ8;OX"-qU g"ݕK"pQ9f^f2!/UqTMdE常T\+:z\EIByqʔϔ/E_%+\Ԥ\T6N# P{%+& /F)ʙiuRHbBWqb*+Hb&b6sLƱ]xUzs[ۥǯj;d=ZdOvʼnX "VyRD4+CrD<@*JD2!bUXU"VU'b5XM"V&buX]"V'b XC"ֈ~cg/MN>v/!hy^so5y-KsZDVL·JVyZlyKsgў TfŹrivZإ\T..38Wn4#͛x]T.nR..'t9S<%*!gs,V޸ ,7n_q)\BSb?C[s:dKK(Z3r6'J9y,X=!KrwgXe].)]fyWJY4Y5[/9-5y,<0bЛ[׭|q<]ޤn/7u?#zh7imVՒ bJ);s)T%(ΥHRy7ΕdRI7"KK%|J:6C,]iչQ\;y߮KΥňEdeΏnu*zBiI&Ҫ)LPfdŘ]28i7ow!'gbҸɸl-bK5l,f*r+oIeI㲢^̞gYqgx\J5Uw}s9ofgXr(Wn!ser XT.'Ur\E(Hr&rZpi'd\C]yY+xR<~ԗepy!ULs㶯Z4M,'˛+¬3[/YFVU:)]K r+t+ow4 ttY11'd\~,eEY7xkȭ=f'cfHZW\Edeֿ1|_%+e]d]Q>r\֍JFtDTqJ\˧TT"+ aQ̕k3FW)\$\I lb Geme/MѣYmmeRڟLy|K% d++ӏˡJ`Guepv/C:blYsy޾ ҹ-s\(fƋTn+{C\+ڳsܨ \Es)한*Y)*&*㘬UlCIUEX;dT'IhT%2(v"ryݺ[(;UI&᪲JՌCf)S.4zjzixi]MsYkE)JVʺɺj]ŝi,UuոQ1s_WͧR1EH'6stsYF NW7WWi&1poW` keI\:~Gc/]\!ʤMzJjVJIEW\ӨA|Q<~(kr9/oIW)$kϺW-"+?s͞|pMpM)ܚTYʵR'FQbf F7WK/Ǖn)]Krw15%25EJ2IRRe)6JV.µwOGMzڤpm!fEde‰/sm-[1T/1ek7:R'˘$)UuH:B)Pljg}rrU{\whmCU;u6>>?^.]Wh{L{F[լv]v]U;<$na7#ا4ʻ8YU뉃bپfRLT-GtC%R%7+Kb?`صKs}|FLCs>LCMeݒDJcP c ^&+SslҸ9[DVf`_vY)&q_̟&5T ]׏nH:7ZDVܾFreY)&熪s#kގWFpc8EolKF#RI#I#RIa͈%5'otо\y}ͫQ:h_RWUovjVJפ+˸s|X$i^n7"G;-Gvwi>r7~W&D)kFĚD%kEZ6D-kGD#D~ bX"֕u#b݉X"֓"bX"֗#b&M~v2`w1[>l-(clyy+-SYL-Ϣe,{d?j:+]s޵϶JUҘtn,_PiŹ1Xu.e871,]݄;wזVvҹp Vp Xv5VV皐MLMTχd,nugS|k*g6u5,ꭧK)T(FMrE+FMI&r.bn5քs3ԋ<.fs34.ߛq|/OOil7#暼tU鐹R9.2%7+7'"FjOͼQJI77I7W({4[΋7J$WۙӸ B8&vZp'}N [[΍듖> GÏXҖv;%׎:֝wIKRж+\Fu^TR-M-Ue3le4WVig|K"[ hŕ?鳭(hE*2)=GsW(g~ci6x6 _ܭR[xqMk†?'Y)&֪oE̞ÒQ2v!p֚)Gڐm#)~qLʶvRI0|jşBN;1{n+n˝ǥ_^-Vx; wݮf۪ۚKȵv\ ǘTu;nUjwt;Һ>"5B熴fۙIfey^Pq졽4橴YҸ=7z\/۞4n/CZDV~_kVRMUfG5)܁ cJ ݁57t‡^v ;;• ᎆpT8KQct=I>KIᎦ@GRI*hp2 N?2L)YUНHN;-ʼW|W}w'w'9pe hV}S>_+8O?A01 nʔPIjVuf~ƫ`LY]/;O,.IBx>̅=?j5+%$Y_v].#P.6Cwy*?Z&Sv! Kj5+edE5~Ow5 j<8ՕW_1}O~ٮqWaQluƓVHsr!_%+edU5N'g49 qFMuI:wIg^Bd)o-TWJ9w39wFS2dwtʞǿ \zC^+sIBAʤ}zAJVJI*Ou=ϛci{QkηV{=eXWh5#.paz7LUQ OOx1ɍK6ZS%e'iSwSўxCw/KPR=M=e.%Rd?%w/YY"vŅ?.&W_)g\q%(OH@*0)s%re7'*I)Q7;OR^J1٣EUWD̏"f#bD,1;D"Jˆ!D,E1'"bD,DlNFDl}?z%(gg)@e4l]g 7yEdț<;5+@Wyj̃,U߸[[boS^guVR*ۊ9\bG#O(r(ԏ43s f8)/8[W'p8/nS'jVJ$ W+G vxCjtÊvB iq! [ѱr!@:T{Φ x)KhSƙ4.U{}؂rʙ4)mOZDV&]L)5FJL6UYЁFA PT:SK)@9P',"+snyk}s9Pu~G EAq8 q7j iAn8vNqklN5+ed2R{lrL]OX Ǯ5>UY !Cʴg{&NWJiCTmnoձTquiʍn߷84^BN;<,!45Ƶ 0t>ƹ%0n6%d_5*?4KG=}jV8dW-{ kDK@\Xrp}f~qC*,_o55+0);Tܻ-pE=GHKM~7̊NJrEde9n"oJNJeјI3PXv" V)=D,yu{wRz$^[.BYvBJ1IQ_XW=F*b3o?Σ #Jʄrp*ԬpI8BK.Djr!_#FSّܻBŏٕSّw>! Er g>]4K9IzG#U˻d+t00*_ :Uƣj\ٹo?+S(#\|M5(7G8IeI٩*%(c/Eӌ{}.f=KT"xkw+aہf~erRw9ݳwѦ =EGskh8ZrYxk լq8Z5eTb:ģhcTr W46kƐ1B)oԬrI9FUvkrƪ5Sٱb160kĒƱwq={l;w[Ԭq8V(ec4j́ChS3G5M3Je, S'OTRCMCU608ܟS׀øɭpHabО'4M_HLHa&aq$] 7p|:p9vtΝKfozrpy(DqE5\̍<X[mrnr:Lcc̎/5Uj)=K'#HBzxa!dLs[#zl< R{$׶UsՏH}F)۞rTc$=Ҥ=Reh_0ɒRG;?vD3.+;?HQB%n_3k Q((YE;eCm4Dyp﷫Y)&vb_Tٓ<vw^{mr|yyyt,ЌC)B TxxPUli@GZDV~ iEPR L qCm.佺Xҗf|aB[nW[w # %Uq ZBr ]h]..k"VW(T"Q+nyEYegH̋#uĩEkO}f/WR΋L΋Te[l4H++kbg(_嶎Ťbq^̕LI?ZʋMʋ e>$n햨={^­gy .̽?tJWkra}򢌯[-<2/ye2lyyK{"geV-oV[m>5%p6PF75TאkDH,v}jVJ|I|*>BMؓ}nx#P/_rZU=qCZDܔR֒kR/4/7e`-֤VUMΑirEڥ:U;qb~l͔HuB{]ǵo7)o^g^'3DUw 2\zFsYUxR:^H\䐼GQIxt*]vq䌣F,K^N1^<ɶQrb=)^c=NyozRxIx*s~`t!E6nƍ m\e7E nY:jVxxjjP٨ [)W6֝Kܺl駳+I*Vo֭vo$77ӷY&͘%9# 7ڛT$ (M%iuqRdRޤ* v'3ZTơu;&(HGlVŢW}9z)#fRyiD,63ܨ( ?%ܣ&IB],꣼*^pRmR߭Lp~ {TƉ=9,sݕ{H=rHoYw]YWY)=&=00οl*}9VJum;Np+wZDV^G.9;UJI5IUd;L6a0b*l1.pCz*ɤpiUd.kmMfMɪp SR:#HQDIH!k>w)tL .fSL)M:3s)UownJt'wU}ܹԠOnSVqLTkdb׌Ae?W^?(T/%scK_ QJ)7)Wn4c茱〪ؔ8;h28@jML{mƾfbPl9rjڅA0noI냲ZDVfρCvZfzN2%n9:^'Gd8yhzHCrJ9ĝnL:kr>dr>$2Aa͸CܘyXTawan\䫕>#Ƈ,:P<KI#0i|d|X5m<#sDgdشpAQF7}{ݫE>Bz%iEdeޯxRq>b>z/(7T2 }zO淟$m]rd'6QH7Uw$ET G1"v b')"v!bg9"v] b؏DL~"bWU"v]'b7M"v&bw]"v'bblLՌiT="^*ozmdWr?lzuyRyӫ2ۦ#ԬTK55T-(r=+U?G72<_%rb(W\GMGUd/wL\i 7S8 x{Pje}LSc{w+լ11;q,FQ9#rWc8WnX`trT>./!𸸡{JլqqUy98Ɇ#iu1X.Hxժ'H:X\ZX}>a>Z}(p Oux[$|RN|j4} 6WJ)4)T# SPSs),~HSB9XI:%+wR>eR>*7 t5cJg_U8n5fUWn>M:WkhN97br>mr>:o^/tg46ogTWFqF| Ju4>#KY>#nDxKԬ8v=+hGHG9JwyOCe,)}VH;rɓ}kWau>k>J3QAsq~ 9n,O9x4>'EgXDV~nCGBY)s&sxq^+|e*̸Y<K+RB94y>/ bNY)&Rsy/{ Fl 5O\r  a7\pd*5+e}d}A9^VFGˢ; i,^$/]L88ϣ+H_4_T*\%9ma6-q|GqBeEr_~Ede˟ X{Ѥ:^'4Dœ/هKKb7eH ϖ)'/ʗrx%1xT5+|ɤ|IUnb(_VeU񽩗fˁTGIBw\lF NRRʗMʗU弆O,MǥO\9{_ QU"'~~hYx!ǗUOO&Tމ&P]QzBz_g.8xEs=xbz^'gW597N@\UE9%ۂEU^0^9jV}죯}5,H̑֫ڮ)tzk5/׸u9PRLTkuuM!\W;S#+ϭ<,:)~]jYx|G?fįįʪ}èN@iQ: ]V|Y Y?]\լ ;+_HULnύ4W&|S*7 o֤[fooύeu#*i;Lc[o޷SܾŽVuez_1Qrt[Ult"XJ'rT-Z< :thL jVJIVv|w!fγG54r|GӮw`jVt\Ʈ黚MW[nw0Oa\z |qlcJ}K ߕ]]ra_f™B m3KsOlX!ee{ObNd f||奄ʑ1";j8/s[WU})9SWU|eoZ6Zttbな\8+W[[R;\RP+vTpkk< H准r5PU`,xȕlI;,xH*?bXfHԬCCUyx. r%rdjxՒsG" {JĞ_s"F^WD5ADO"'bG"E&b?D }%bߴ7SD}ΑHqHm}#ďxkV`Gd{$g⩀x>*Yo\xϙK_U817?G/˺Ǥca ƾ8yv*,i0`BE13 *VQ1cL 6& F̀1gŌaǜ1;1;UvݩgݿTN|Oߣ:+}+1ar_m!=6,hc0C">˾Sd?lӈo{@Wv2vW~y 5t# eHC3;hn8?l)o\|k z!~(L5>p{ MC>&:D0Rf gʉGޔ2]Q 4\.1TH?41~|b,T)Z'\=tp쮇g-WYcD` ù),~LD㉕huDYTO(9F Oj´3 %?Ar?tzTD!?4Mɱ}r0|C͝*0gZm^5LÚs9`ޔt5Vw2MÚss07:MtSZn)O~F?%_YS_q0){j4?UO)|ɗ/*2eQ>YP?*#\N!3̊PyPyƢ)g!sѦ=4ٹzO',9>h ICkvGS9s]Dꅕ!n[_Pu_љ})cNj~I/[;XBS9 E2,3BX$8Gy1K ?heom˛%m%<%kRd/KJ.&Jc?xȯCv=W Q`ʠ'I)K8p=+\:hu׍I4RįN˯^vUv 5 ~-eTy/֟NS9kse2o(y< Wָ\%ANRȻ"uIS9o._)_ $7: `!{SM M߹r\T}oDŃo*E0f|+oY[1T~xhK#h*g~ sC%@I~)ſsvY_O"wTh]lRF_*rw5Z.\ݐB=Ul&OgQTӌw&'TN^Q%Dh (Xy#פdRҏZ=YG1[##rUfMG^&O3BD^r=' OJl2(%B nLS9'!0 nɚ3Eʆg@ڬ[>3hc hn_\GS9g,Y|GB%584/h/`~U&uv3u43Q_C_f~WJ.Q}Ӛi'먾@V{K뾲 +Ca6x7:x j8޳"6nR/\ES97]Vw+Ѫ #!Sqb >@ؾb( qѦo4r;,ofeA#;SC?CQ1/@S93%$R)9)[4XԃL d?쁇jS} IS9O%$Gb/|1ҐŒ!{SMJc 1'rϦBsKTJ.J)ӿY$a*e'Lv^{]80if r3YbqkG>*6&f|(0 <*r|8;ȇlkm*[JNd[ ?~TCPsk˒m`\ye`/Tlm)9co-FaA&T#WM)9UW |UW:})`-\uybΒ, _@vYEdQZ]]pbk)qoBʱ (X̹]FL{])MɫtN JUX /C~er<'K\6Lٱb;X0={%Mv؎,w!YyrB!,0^NލB,q]W_ʁ )B|lX[Z,Eb5ka⎛"w;$ sC \w=0. Swt[Qy#=sʙ!:{m;oSSz^q+E)"_:*B/t7, ."CxZ3FM.\ šE)8|pfJҔ'ȥ7»ɺ,44jAS9ri\7/  oC 4R:"w`(J&nA;Pqb^V}d_ U]體ae`+bM.cTN\F:)+#ZVy)$,lHZ eYpYL` ܷKل9Ki*.R .'aP`yhE9k~;2<^+-$rr wDyN`Cy*IyXi+igZċwr6p%Mqy* 1+Pq|)*xWKQW@A+x۽6WTN\AWbY Wrh7Vf\́skC:YsE c6*]OfLbHN)W2?eDZ#ĕ@Lgz); ͛FL ĜX5&V`bL&j3:L.31&ܘX&2FL1`bMXS&֌5gb-XK&?&s80H+ŷބ $g:ߞ#~{%\ޣ[ܷ|{KKt](olL: jOwʬh(c 2_ķʩ++T*Ud3",UO.b.’0 GT>AS9r\cRE\UbeU*N_mۖy UYqU`ERoNm=r⪊*ȇ$rk҉ \穎N, sqNQu.aYĒHu5Kz.F̙|?Nq,j`*QXZT\M1WST.0qY]Ɇgupd%ixVg4.{YbMpuv3Yȇ\C>dm@< ^j 0iVocdp`يsƱS|kW!:`gƃ|0fi4;+`g Αf0tGjRcy HMMZ?OGruM\j0=j%eײtʁk*y%j!mwp7އBf.kZbߌZ|Dʹk)Zԝ@raxumJΔsm ?hۦ=)kHs|bǍ)h*Gk+z ב(x;Pr<`ri\θh6 o+r: %Jr]I։*/\P_P%EX ֍vtOBK1XO~8_Gz~:b 4 M9W[;&kER9p=\r@[ĥ]#h*Ǯ3BYmpx]!{*MSϯ(^G,6W.Z@Xl(w 7 *Н\;;9vg^s>o\AS9vDeeeCP7uBsQ斵<톬! /Жu }ڂf=ϥkh*nRx_mD.l 1gkl$ST,S

XNS9uE݁%sH^ʛ!yxqMO\b^UT?g7rb/EEūSD3[a,#'igR5Zi,X5F0M$ʁ;*D;I0݉\`':IXp'9Nnt˲ h*;QC,GΔ-$u&ɩYrg|Yrgܙ! TF}P0tPA ;U{!z kxX\5JKi*g(4w5, ;RsTalF֬ve] Lr殊+5ߞ Ѐ*Lw#3Q|yyY7g8,C.!)wk\○FW犪 M`){;owgݑ] G&T]awcsE-`^/r0m}Z͊Q<gvNq{boEM7eņQ cz(=Ns?<|MI=Xs4T٧l} i*g{P󤹢i^3=:Sqϯ!X=A]sI&TNSQ{Y5Eqr0i(bͽD_ t/0n4M̽s/jfsSvHso0^`?1fͽż1{9l|g獢bMc^ u}EKgV8OƎ>b;+Ѓ6DS9qE܇daWv jֵ}Zך=ޭ/+^l,^v['TWaU*EdQo)BSVK-Gzn W~tr~,/;}~#> s<8z2Ê}D9VM'TN죈}x}/]]`):\XDo`y5jB)<i*Stl(;Wp-JPF)@=Zo7I2U-SM Q-AS9E= ɢ!=м It)J_y 9;o K(-Psh*G20(}2-l(V^ӏ,!vdǢʞ%h*QWV,tdzp0u;{0 /Y3uL5t7nMS9`=wdyݗ>wC(ټjjK"jiCpi_:KS9<=E>TVJqy(MLbSeKt(k3Kj0p\ic eCPjvI3+/lxٓpt? .}_x2#Z&X1@&Ă cbÙ0P&™&fdbL,E1h&60QLl4bX&6̊iT /--_/|y}ktβ|y狥E=LM4KO_U<_Ց-$Z-g㥴׵i%RZV *т<,XT$7?V QMm.3wOnc~hOڥR~O1QlV] eg.mn,љx?KW4C+h>$5g,[p/:<_9L5)C ` 93\f{&rTQ/Nч%km֭aך:VÇ74w%:PՁFqd 5{@<pv/Ȉ] kD) R+.[OS9sb$щ Ps.{8>o AdG"MA ;$;X`?tW);[ }ϓsYv5eqT=TNd%zʎyqLz᭟<,[lܤ!a+~NS9^a); IT0d#ޏaJ'+XSaxadGM0"˽ v)[6: ؏l@Β#K@;nV4#W)9wd0Do0BCQY1(^&xZ3p»s9?mMn7 6.J߽šCVH&6#;hWg)dY` 5^KT# 7*p IhQ<2IYE|q?]/nrAщ)pe4#)E@G7bM,jyґ,:335 [zkU%ɢ#t@3Yd%K>WM`Q<)  I&ģXpqB< O|cMQ 8 b1Z;jC @=v;apG{ŢzU"ۚYw4m`*lPзםdR9uG+hH-"lQ^p/Z$ǩz$ FxjH/)ofG*>(QșQCCN$Vؑu'ZOS9u.q[gjZn( gOWGQb>E&kT>Jp/Gn{4U)ԣAjq?hV=ZL`Iu}F h*GS,Ȳ?,$\;1. humGL âLjG3cAB?#h*PDJ(X6rT!, ̱,:V,@=ీ/dMб :'Xٕu=KKKKDzHNX 1}fʑ*  BmR:j}Dtt+v<}٦y;ƳHN9k4#W)1R< ?Ӭio1]o4nj3 Ll"&3)Ll*K`bӘt&6dbl&6%2$&2&6gb X*[1Ll [Ė1u) :0~{/d4o/{קiƱ^~{ﱡߞY[h*)^be, \ƵߋtYsXyTĀ!]DS9sb٢ 8qN8c9MM`D`SMIS93E1g;p0s. :C2>|n!'gE;OOڡh*SIoP[[9iE^l"-` ZmtZ[OS9Ź:g8Un `%>Z_ANr},~wSYr 䥡c>MS9rBN3Bքpm^LY-tz!^P +~,|GۅǛfTP/bu":0/\DE@ݥqfr".حZKt .M"JϘ! ŲMo9MVۋA}I5/VV-W-f͋bl8cЋՙK(:QNk..wVdDDi0Մ|p TDA/3Tvx^Jx)Ӭ|y) ^+y)hee&b.eKR !e 2#`2 JЄ'έɂez'zZ`M2!Zek#˩8GVAO8H%Yzc4jBMz\w7r z= p~|(e@o􇤼h& ,z/` }Fh*ޠ7(}ihގ Jpҡ gȚ7ךo*ſ\r捊yҡ&dG;Iy &P2W+&Mz{cؤ|m1rMzlVTm% jy̪7ˎ͠kkʩ7+J?pXE.N3"C}E po2 NJ)}J6A>GD-(MI>h& IÃJ-W$JdA|ɓpA =pT>D9|X0ȅ\l^|',KN` ߱VT|XbV0lL1͛׬þv VaŴattnȲbxJ&3}Ď2cL8;N2SL4;2sL<.2,&v]fbWU&v]gb7M&bb?L1rLܤ'ʚ#Ǐ*|Oڛ,@d[e-KGd"\΢!#,Xǃj6@S9|3q?8o}s!rɟ-O''O_nW ʹT2BPi8(%#G⌎=OvZJw?ʒ"Y< {FK (%w|77r1\qoy V >x1og_ i*>QzgFkq3q I2%Gyμ1T|\!gX_yi tOPVٹ>n:; V}24jR Ie`' N*:"'ͫ5pI*,S9 O'd'ŢŕLul">I R|,| ;?'w8GS8ŊOx+nQ:vHS9)E|ӅFBie)|\s|察fEۡO4V)CN<$#agDSaW<>C1SEGpYjNUY|wATX<\.!5r泊,5ʪ* sԝ^ρ{cG'cD9ެMv:c9*[B ;lG'"i*>3btǭ kŐ} i/2yu_8yxYvMUEY!H<"Qk^ꋠν*8%JcKrU_uuS-l֓"/R i d~(+,0.Z=dXs>xL~{:ʙs5;˒, :E7\^})ڗX%D`HjnLʡ/)K zpx p0jw䝐A`ÎPr'eV|Yx'e_\:6rˊ2[f&6]9uYח긙v]aWgmޥd=^*|U)䙣WAl@Q]WYU1ԅWɼq,MWU*ΐkR<, 5Zݕk /|]Ɗxi 1=UK{N]c52Ee1"JUu)`۱ɀu|]sc)щTʩV3j{W4x-@}xsd<Sx-1L ľ1L~g_Jax3t0M=yJ6|{w g隼*l).o/[,lUO7Q>g ְgg8qv뚟xK'TN\?IbyM3U03^}b(Gn|_(/I,AIb)8v_*O_gb-%~ tkuVhr[Ѷ8?.LS9[s&b,uпzT,Lw Wwm}~NJ߉H ZNKS9;EӥYo{*~R߃xB}G]Y{_l$ *TN^E-a(yvAk/R}`]0=ޟf,B`@1Qi!ɣX>bu\KQ,YG"=AÃ."Cd~zU}' 9puĒ?F( umtLS9'Ii,0tAbg[?:{SʼwEgYT'4j4CVП):N_̟_8_"N1 +bB6-"T1ynT8去>xlO5Ȏ,Gk0rDʡ*"_ou6=3(~r^e &o,9߀Hzni*GQ|37#D }T%Aܡdə:j0$9%isQ=i*'+1Cib"4ʘ7]1,X֖ך.t% \AE&J.ecلIŚs㷹[3|(ʙs)\,tn1: h󵎹ks܈ѣ܀;xuvH=͢s+  h<_U`>%~X4< H.IFɒsYXt>Dǽ,d24ΧQx췕tt M?O=kHNmeɶH϶@|jh*GUȶ-%9*T&@nn8޳"ZHij]NfT_!䛒\@Gj\<wM H`eOtʑ (.-d od9XW'ZB 䂢ƭ)y_Mi*G. Rrb1;N:2~kSv,1xm/,LS9xѷ*d#V:cمƒ\Uxbم!v2UBS9v!]Hixċ:GxAa, 3S5GSMծCroES9sa\}R^isˊm,[eE5j>Ty=j\D:".BoLtZʉ*T"KbYlAyi:krE1\L5Z !]O4rb %;B,4"tQF1o\\a~?U2 SeGvW3)}Mvqʶ/t RjAI/8_#~yNt//0h*9*_#d%X,B2' ~vʬ3*NHS9qeE\3NjI9CL?(*F!:UaUTِ4CWQU(:NJJ06VŪ.n誢T˱7i4CWUU)wLdeb/JY8$uU^%T5)9k(jb/tC (:=Rk۸_[r-]Kqq-|ͫy8ʡk)Zp8Q6c aF,j+0Ӛ[ -Ov.fٵ끣еhc9Sh*Ǯk+Y똟Q'֡s+{mJ;:.=:N8~؄4CQu*f+f[D~oڈz/&_uYo] .뭫x*ͥq'K ]ΈgoS^ 9XG.9߽͸I_Ms"Rʩ)zTfPחj}rw(g(X>/5jRˇch*+X4uM`,9\G?,օ]@AW ppJz2{veѮblS-[j&T]taYjow4 e_u"f7&fi0d^e招#T즘ݨ9;V 5aPx#ͳ H݀7;ذ4` p+ew.hAN>rŚ; %+Y!wWxoe|<ʉ2+Z ekcjH%uE ,~C!Kk!Knx]QC /JmM7d rC2|HgF n;}W2>ڈ7V'@~ܗi*'n10ƁߞOl|{;4YNԘ57f_ <[LI437V̍s Q.ҨK=Yy2C=Pg<@^k/i*'Pn"ve]/Kl-uBf&Jy&`pԫ#i*gnfV v4Ur& })kn*Jg|M_~I437UM[F-oFŶs30j O<knh\ ̧~M);,lƚ)fFq +/hڻcƻy,5jB_\짼4C7W͕[~-n 2L5sϿ+4W핆h1dAw!zA,?頬 ^-S AځUws8dԞU{CS9uEA-G^y yQJ9/J9/VE4joxG#1ʉ2?Z;v lrG~6#ȯȢ;*PhQt2*祿tN8;yϞo N,T8Ie3gBĐ B JPvr3;]Hf;/`or RsgE>Pu [cȒ-]  (6օ%wQ]26O h謁+)3VZtWVUxBWJAw:҈KPQ ȏ.vcݐ썣$ʑ)n (ŵEҝmΏ6vgEWWtvWCkMq-o [fo0X{Y?͚źbܑ Ѓ6OS9bfvE[2T+ۢ=@\XdcVkqcln0d΢4P=})H<ధ2&˺@Rd=XpӨjYMS9rOSi%ɂ,8"µ;Eշ2@?Ocez^Y^sbxKi*{) F uo:̠5tX̽pEraoV[4Rޠz4SVԽ=q7RF>n|*cuâ@ Z $/VTUвԗT,ݗEc5 [k̊ه5LџOɝq`!ޓ Ys4{e5<}+ΥbUbD1@zc؆<@@=Zo7I}8U_" _$ʩ(J#@![xQ,b yLy@^ˁyx;pl 7\lES9@<1@27qZ}D㳻둽ӃX #0o s$T=Hqb݃-n~ߑJ'Gizdq0,7:u=IS9`=X.jq5eC|2!yl`ɜ3ءݭH*gPsz(xCzy;ICYP!zk0>UMCM*EwLv8 {Uv¶ٗ]p]n_f[? `b:&ĂX03aLl830&˜X8ČL,E2(&F2&6fbcX,1W)|x1P**X>'TN질Wi l>߆=֟Gc_3P'&(Js+}z= ``opʱvek䛡o+^ᠣRT6?/бbq׹^|ZzU4]8P@HirX N.>I"Yqv mTN1Fy VP](Dl {e|  1Tyvh*RA^Dƒ-pE6)c_M4Yx0?e|Ƈd0 V=R|z1 8`[(l[Hڶ=\ : ]uhhb`쁫qZh[({b+3Mb4 UL0n21x1 /_~|`V_cx[SkMI8;-]%7V]v"gc!qcF cq$l,,qc8$KNA8dI8eQ6<н,Gx]žxO)䊨B̽cUi9*]]K*W;y|O/֕H&+lK"޹N$E˙|[.٫9;HS<':Af ݬDTE 9Amerr[TЖ ]|iw[Bfc2>߳Ģ*Bn[J }v.bEQЧ] Oų>3.5_tWϽvbTE>w tuzM&9+4$҆:LN&LxWt㍦ip?΄!M&Oș~rȄ!_!%d$]œHw$q.;ID)kE1^1I88 Nt)1D/q$^h9r W2!'sK2>$CdsK2!ߏ)UȊrںmnV ы;$󝁆1 #V3v9cBύbnvS0ǹE;ɥWvL} {h8 .N c'ZzW~ԻTEKZzG˃zQ uV#ó3?ϴмw6.LLv`#xIT5AMx,v\EG_'2NV oxq囑IU[AJ_MWW{Sl:lpnxLtӜ+8kW!⎃O{TEs@~IOF*mb.Q?]]pB ?1W񷑪z8g'5e'yA 掫(vyz6xG3:=I"y zfיuGSz^iAtFEPc>oe* NR9*%^@3[l8Lzd(6Y9$B_9*΅Evd+؋үv[DU=Mj$6Exq8RgﭙHR/Rċ$/U!Œx1?.bH^UĽVR/Vċ%q&]-ӞpX"KpBb _31n{IUD/!X,"p Z*;}ckm6~K\z^ M;'QRQ/UKu:w䊏^&vex\s+ߘ^Fo spR1/Ss6p.^.<\ut/7>(̎R/W%[ar.rWH=YA\8^+XWd V~+ B+Ӏ,R߱'֕|#„}ʼnu%^wĺ}3SkW*8ExNk$^i[8"YcN,Z8ī̦-VR2/)4T"Ux$>`xdW+S悞/w;]›d6hj;5KK\+on=C zd7Xhwd,7(h[U(7@ ` 7( Sɖ\-o&[Ag+*"ȥ"AT{m-@mm@vN dl}@A ;dc@vNI Ni ;dg\l ?ݑpnyQ9[nos8YN qnVF6[}eQ"\:f৛ѰYM "4 boRM8м boR؛$vBq7['?ʛ-L{6 7C&µ囉ƛybެvܒ z~y !/w~t-@T3'ٔ{f((-oxMb ~#<)TAL(%V8xWSؿdM#'U2m/l%]@\J 2|)e+1c*bުfF|{̛$ ;ۈz.Fzft'wJUDMQoS;A pGM Mq};nvKU]ao%j=[@i< t<;LTO'cowRP; 4bnSَ NqNH,՝ lU}+UNEg'?͝GkpDaY"df "2Gn~f!Wg̶SEoDޥwA9n nty"630 9[߬Q" y%\ ێHA=@= ^É6~0N"= |:{{ 9Cx'*ɗvvAs^b?7۲7ŶU5{q^ȾWUCYb %}d A}*pA}x=fGow0*~5ϯLTzv1!~c@O9-x>W"y[f51%〲yv'7X+@ja>(ʀXiȭ0B1RBpB 3Pኈp!575C|f?* <AC?)CjZÖ:qX EX< x#)Fx*>lt$nٍ#n'5_H|Lh~M{_K">sӁ.ur[׭v{ ?:F@G@uӚ#)UQ}TxcYsqǒwL2Ljy  13|7{fk۹R1Sǔ7%ss|ۗ3S+RҐ'{CWR)d`w*"?ȏ+o'l=f >A_=OiuP@B*>O3dZ&sǑ>֢-89)F\u{oE^o+UIE}Rzqfsn.>/:~'%f?=Q<;Di~PwB^nR!WKY:~wJM)b'DS1/;[=|a7O)S15|st?90y6OC_:-ΆIU|Z!NLtqV m\{rR1VU?<|7N"3Zfo9k8?ugg%v,W~jLyY}pџ'v$UY}VY;;?Rs"'.ӝɪA )s))+(Ų.pϯ@U!k)v5u#|ŬAվ"ZbBQ7wG5փOA`A~󎗺HUC-4hWcT<}M\}!1NV @7*y\"} B_StnM+g/]Cƈ aa/n!Uu}]E:br.>O o,}!+w76ɆocM|̺ oқ" L" &N _{tq?%r;{OBIBD)qsO'# Yn*BS! _ qe# |VѺE|fp 2UKUD|KɗC^.KDx/Jm߿fCR)#ow*r8^q[ =~&b3&ېZm#m%UmE}[YJ߱V:!֕GI;*f`$J}n{aâ{KU}GAQ1C%zZ'!&F[r4w*7Gqo\;X"n?i<6"nqp8 ?LoCğ z蝚ݤ*"GɓN[~yW-E{L߅wMdK+7 RQUw{K=E]P#.9ֳy =c@xc){uSguc(OhS{)~jL^e'{N*P[gi|&[O 3Ɨp?N^zTE3Ew_.y|>[){} !$ΏKU*m܎hsElݎ(Եxkv<ύqf9ibːzݤ*"~+/ظK%lj*b4 f*d`°TE)!+(MQdy>[Yb+Km m;<e2 @"e@^@ ȲY d,7@Y +d0(@Vٕ<4lMuҪ1C2ao;&\ΐ۝Ot4 qN-6;YK[}n_CGzk{+~I}갡@Իqභ :Q7_wɪꡗ۷>: KZCa Kg3:)9Ci}Z2B 9#@IFƴI9!::B;`RA;CBqh^qBb1Ρ97PG|TEȡ 9 !#M d~K.Pi3јd7]:E" |Y/څyZ֋jmE^?oDEH"S;9#pl!UEI139s1dlkP2Ggy\Ù s&f5(yUş$Us&ŜI2O̙-sʹ2KNNÜ ͌ ~83d!UQTE̙sf)YM,Y$qBij8o{S䱲@,L|ײqגFu8"s#k~3;;xw _~ Bd]C'RӖ!E\"KywY]vY {eY r-'->ذ*BΪ<KtǺíMrx \6? rgc\z-_"l;rx:da&\9~9bOssJ[q!܎9'#b#'[OVTE9rNFkZr)b{$^s9E\x$$Υsb>*"ܒ:&r{sF R6;!'rvTEԹunF`n &%D\V ~N<v<<'3C1TEyxN܇'H^5AZDc;a^Hgӑ߻_nTEyq^@avZ~Ns3m>n͸wۉZ|:Z|D ߂V:Χ6Hc[#yL}x'?A2lΔ?<~9?m(uó*ί蒴#QNQܼ!_=Ulc-RX qcwjSRPqV xp{-+(Cl<͢ .hgd Noy>H" Kѕ67(F/ ~/dFUwM*/ IppyhnŽq0$.l2 ". sP@;] -"NEd.b|;Uw]J)J!3{h{E!sQQ⾇E?]"梊d>6ňEo^\I˶1ϝI˫DIU1\/s3b\,Ħߞ(Us1\ 2\Kc sqb{pќ.3s']kkӥ*b.Kns*aOX$7νKH6Yw퉬,Қ% w c98YBf*.KVRje%]D $XVRd)=PozJ t[EYR w!W d dYY {m {ٻ@V*YE d@V>*@!}d'@)}dK3}^~棤Q$>Ö$|-IZS[KUJWRHnӽb}^+'W8Ѣh|{@Wt'm{R_yiO 2wsL) v^,K;ɪ^9*/KmV+<ɿ:LUGs*~$U*UUe#LX ˄{Z~VZ MvF˥!riF>dUʺ2|܁dK+9+i.#qe pe ]*.HN=\||}M[v#X&ҪA#xTEЯ)tnlW0_K.:`N+ ۨo_g򃜬ڷ)U uͻm UXVTxE,.됭P:`+.^9aσ 7x/%jހoؽ]"U uʹ ohgXL&~in&a_^"7o+IٷT^Nx/'2k[8>%U[-X5 DOeVV UA"6~ NV T՗m6C*W"P(߾w;tԖ^͎XSK\g~nuL"S"3CU`v])r97gXKM?P=bkFoU+FzTE*wv:p䈷hvWa.OtəC\-O}c?.oR1Wnb] =dV }xsQYBW0 dV h~ TEt^ 2UģA[>NW8UUљ]M׆"sЁ;!Sɕ*0W"VdfrÕ s%3 Y%byhz7bsӁV;>:pV{-{+/<ʡ'oc7Y.U{ =w}Ng.oAp| w*!ӮP⃤*~_sS@9d(T&ykVbWfḵFYw&®CnJpk ޵^{pw݇ NNV `gURa?Y),Ӄn%T*wB{_~ b`}ǥKU\EWÌX?7~(K!PԠB؀CH"FL6#e⏈U/#~?2>_KUD"H킖cK 4DWO bClyC0L"8IDĞ`BοѧbbcBn[+0?Q؟([f+JfS5=jOEȑ| ?UR?9(E3lߤLdśtAϘy"'8?#B+{ i/Ug3u2 3ֱsGݏsG|?wwW>wwW>П+ϕpJ>l.0^} wWpn bUU@/+ j7@-}d{ dud5dg kdYS k.-h})_v;Q%SD Tq_[m"UsL6PfߨmU&VBU\U pjC" :q3W:sQTujʇ /j5\SׯƇY\(Up5\M9.U_*"*`P]Wm̪CՉ:ݣ!uuE]]9vfH^.ϭ|P;5 Y3^\k-;ɪ*Bkdif%/~]!"~  7 1,pʹLWT6__Ґb kc5aRT50k4\~w+%۾TC('/!y1Kŭ!UK@v^Q@RnQ=A.v[W+37W"wTE_)ԙծ K C5D# 6\5!o1of7k5@F "éI-I\l!EzD|EkAZL\l"-{n-kAZjnNTUz7*qe{|CyF߿|[#}1('R_ ]EKQ@o-v'":ߪ葭VDDǷ[:o ;vZ"ohnT#U7M;e60Ѣw;sxu9Y5X{⑪;6PNjoRmW[<6a{N6Įvx k+;9w%{R57^춆{3GE{N y珺IU^J͍ cMHBF흠:`kyq'$cF!ϮX*ko25vOM9}hH1;*Y" Z͌ڎDDf?G7:`GS=ɪy)eڔ-U G0pbGAǴvLAFٰ6,k)FpA?ʓpO'qj0__"Obgtc; >r+l[X\U>!vcU04؍vcsNϊa4qga.dՠ,Uϊg9C2d(\*& ؆8=Dn|' Z".e|D(&jn45kd$~U{8)y_1^\'xuG;JUD"*xOT 0TXS vV*jnjl#i 6SԶd31=D}`3H\|TEutԁJ>`LBe%RPd%QVR70VYa" wsvYY,Ȣ,<@b,,ȼ@d-d@$ KV@d v@:Yt 4B+{sZ9-w}bp4KsXz3:}TEKZzVq4\9Q:ť|#KM{Dv\uAdBv)c¬Ku2M˓0x!/ _ a_9+A0E6_̆n7dc-`vC\ጝmj׶;\aldinŇkD`_#G8|1G(3:\EQV-*7BA]7Dv3r}&is_?UܾrCdBvCȴSUE*%P\Tȑf^p*Ӱ/]'#rMtJ; #uQʭ!o.{nQ;gs{(~`X=EfKUhb0 6ZE t"GChc:ax4As*V:;<=bG]M!q"S-CȾ sB=I"dB(aGwǘF W 旰Dn-pn[dH41j_bľ""219Lt9F!(Ĝ_c51}ca9gc!s9p9= cs,`F>*B)b]0 q`∸r>Q"8Enħ o9^]7=ť^Q""xNt)1D/t]}qxS*a?rbz!yKv6h{ ܫK^O9 Ú[h+tN`AmQ{wgEKUDp76+] ߵTΒM$f~Z-!sKc8֒;y|-UsK0磓E<~ӝʧǐ^٩5/>H36#D ,Y"r"Mђ'*ݜ% D\9@"nyݍMokh"_װimFi5;t_9*+`?N~IrM\xl']*u۽D"$fIKJ,dن|)^l2$N6'~q2 NrfdGC=7xo`%9;93TE}guW)_\ ײ2fD,ͧ?R53 }Eap3*꾀:y܃'}֌#[WyDԌ|අX"Uq?Es;@S_Wv>J_$ţ!ucQ"S"Zwz@WjvؒDZۻMzɪRQPm'1PaGvGBU=xi?JU=Pa9m\$ ┘ <$G bzÎKJUo&$|r*xR2/=Aaf{DRSxV:SMN0Åx1fq8~'Up<st;mw!.>R0m5zQ@!G]>526nώ#bH|x$$G]1ѣuԶbkGRⱑQy\;>JHUF -fCh71}8HU>FQK}SX2Pg U+l~y,k#H+*j=ZqAhTiiq8>B30 =NTäHU=NAS#1} Oe|\6<^O_i/H x|sf<ǫ7j-ܿc-d~RqUSrOHy lV{"/x^Ud'@ &A ]v&,U=Az&,62*kBf,7.uUtQ%ky~y? ĸ'$ dSl*M@6f, dsl.@" [ dKl)-@V* [ dkl-@S&Z)3+o{mLwK\Eʛ+o!S&+0xiC:HU&71 5uNԙ=ID4>_6$H=OLtj3%^)U$E= PKG w=Y|d>$&d_vǥ:KU>YOV)ihSyngp4#OOS̶ϞM!)/ETTES@ O네JJqJBLDmuu=x"&H]NKSX ܦJ 4=ӈ { {FBG0:LWĺx*ti͂Գ,5cv^W{-lHIUQ>-E߬z+CtVp賶RAoU[fnlK۔dpmyh>fm#f~/U6żM ˼2G%y"h nWl+N̿|>lh˧ r]/Uvż2Hg+2X;d+vIT(; ;Lj<'*zOy7~ɱ7/}VLy9|$LHU_!|s; /LzrV =hd/'4>&w\Q6fNT񗃎pb4*;+aiw$Gs !ę)cjnT3s㸝1ŏ"㸈8d>n6>'ŇMeN&CkKmpTȨiqXbw;g| D>( %ޫ oB޳2:[ab UY{VV1>9s7u7J탥*b*r#uM|A!?jH A$uj[.|oTE(?yIcCYM5ذnXt _3c']R5=q3qNǁp=m6vN/__t BIq]KUDxB<m7ThA7;W~n@&i7nf.F(C"x[OwSmvY7!M&Ly?;5IUDx;GS1.F6bonDO qjoɃThU"?/77N{ػfWؿ&t B2kn̉sדAI&oDR_E 2e/K\m U_ǘ|o Q6,FQoC&T7In h?IUw;Nssk;jߴ+wDO1w 3JulR!Ko4⽴-i04ͨ+HW if*\7LzW&I4C(T͹}B;0"YD;7!+R5=R:~uDE~WDGB}{wzٟ[J!C3ɜ'ŅHTG!j #o\Rj]*vX0cY^X$ { y;ecҞؕzi;y,8O׋_K8(>??~S'>y-iTg&'Zb%{ s_%M+׵9z@_ vjяz4ԓ$I9̟ x)og'8j)R \߿4dQZ21drȌL 25dBА20dxȰ;2 @@ d/ً@ 2Y { ȲY6 d9,'@Y> d @V^@V ȊYPGm3XWNwu繩Hh`][3WIRBZ2H"(ChMx*$*UBa* F+-3DIӧ6!MFQΌ xTEۖ#l[>{'#4x[C 8'D M~.T ;*Tf,҄2'O(,ƹsR9b/Mhwld5: ؘNV ηRIkb(l"yьx14X"Ud'O+Zd8l9e&q\#r&qLwh:IU4ȋhxI>$Y$' ᄷjOY NiɪG kTEk%;OKDsqF* KLs ɪƛ2РTE5mp}X>d8YɊ OV:)'{|il {VgLBelgu68gId<lNvY9?]΋';w~ϛw]"'v\9y<9BOȓØ.AOyl)9$cfѺO,+!UIkM?)9@W$|H^)B7ZNj|H^Hb|%/I^=*Z_'(O4ixӲ"cNV У$BCMHx‡%DOPE=*?C-X~<ʮRPBŧ iT0࿸d*~ ?\?/2+=6Zx&_E )hڭ8bhZJ~r eol } M!^b!v&d+[vvO {d˖&~ Y8!NPY^8SN8@E MM';u;=)N#|0.6MQThZ@BeRU)[\ PsR(RE W8îqyOUkU"Nʩ\-Ue1$\|W{U| ij{UW4"[ёXSMQўj8S TcC }"?:H\|8WT0]-!Luܥ~eK_UZC5Xݣ>i%)J}*&Z /慩f#`3\͖uTۇ`n5ހ S+RmKUTo2mUmGk>A%^l}4VTyζ3@m!O1󬝚g.Q(̨'*6_} ݳ~$jGDMy;ʘWrU^eD_O1 (wZgoPgڳFWE.@F%PvtgbA;6wpu4}2P9N@=eQ},b={ʦ#(LJ.l;$̨eFFBhIbi:ANr XT'8@J3ǩRg: o8!NgO7/m|WEg.'6@h&$zY@.t}T )x͵%\-E]ͥx-y͖<]ϋ>(]]!OW/tMVpUdCL2n޺i%&浏őwD؊U~2UѬn;^ tt@ԋMWCr]Qc9Dnf=8`Au"jS؃up4סdqA{hbOSlS>3?"eڴ'% ,T^~BYI/K`?Xoy0Pom֫KovgK!Qo;H Mm$pU4B}JpS_@>[}5G(u/ š־jC}!Q?sS~=A~N[ *"Ύy3Ncrq;Hun/tyUxix՟ҕIU87 c*Hyo'"j(D66R 9R jE[rUdM 濲]wȬ{ (rPp WE<OH!8O!" Sd ⩾AOEo^`;k!o3XX`H3Xcz0<>\h\ ZmC ΐ`U 5*j ?#+ iJ UfwU1L9noxaT@غ2+Aarx*;HZ*tn΅"ÍexgR 3prY ,@d@d K$ Y2d dA K,F(  dcl,@6&ft'bpxX.VZWݸ*qvX+Q+ Ƥ\i'cb29#x<'Ujc^h4*hXH# 4U{=WE4..mJ4.A3f͹ ҸL c.A*frUǪm=֓$U4c}< |BXm;W,rXQg7>![ȣw ;_\yq+.JWӈTk Zqu~6᡼8VkUQ(8^(wvq>ZmIؓF*^RQxȤI]sN`4Nܐ4 dRWg슶I4 4>>1G}5#!C ,2=vYeYHv U pU2K4U9}2u ؝B"DJY!So$a8I'I8O-L%A$YA˥|Y$hA^sQLf Jc Bo[U/dӂ|uFFzd[HƱdH,n>9j~*>Wpt@ِO *|꧲;z>fMQ|AI^φ)2x$ůf1_VG#x?Qc@-n_'%{ꮪ*o7?RI*@T@. Uqo3*F=-JGhTUŒ`);ŒCTA%͏f` jD$QP ˬ BKAx݇Lu&T¸L% }T'#ţ{SƤf~*kZbBTO>~*cG*?MF=R`$H:Rgdov8zpU4FiT^-\QڨGL _VQ="tO6ZhlWcGCZs4q4F RSD 1~f ;zl jދGߏ-ܢdg Pˬ5a q U4ݜo6fng'}q9%8D[k84N8V}UW#x탩Ϋ-]qNw*Osth-"cg ZJ fu9,}hd \}`'jY D4⹎0'y"D('7n|y?-FӐP)Kd<(U7P@dj2M@6 Ȧ dl6@6 [di@ [ dˀl9@ V [ dl=m,(O΀g+&$mVLb ,a\uY'duxOE<u->Y:EYMdH3Y'CWqrg64jyz~y B0j$o?Rl|ʷz|flrܡd[}0CZz9Q/>78'K`K 7W@shT?'I+aJ\2nVgOYˠW2Ugj9񫏆pUtD\j6l{] iVM`T zpWEƳƌrie\ \#pZ$?}.7@5` *,Y,?k9MfY>!\/0k ~ZE[G*8֙1i'BӲTn:At3y[Y:H.ÅmWpu=^C`=Xi64nq,i"U\s[ i6M]ۆ|~{ WEq4\&GJ/r;ȆetX78狦Fi#?m@ȶ6 d;l'@@@v w0w(dǀ} ;ddkGO ۨ]YF86YNYHsWE& R {a &I룛XWEGHxTfmaV馬big3k(7mtF2E *-'[ Ol8dYw)\Vsdv0̱9Bb+>_l6s gF΄Xv&iI*ƊR*yAOHul׬ZnH?_<`Tv]-!vjU>z4<\ѼhFP04&M iԶ7&onff:f?<`[~H_Nd4~|5ZBa,q09hs@%`p2q yKE$[gkG~b[-¹Dr8)T,(-o+5y6<=$̒Y_!kQ2lWUsP-=@zf? YAHtPtz b"#*`KI4uzeC ?$pJ'z`hܿ/T@w$9s*dO s>Ѩ6YZ"4a[= ?c?>Gp#爼&_EJ \YʚGZ9lwq6ٻ]?˻s{xh#=6T{$WjYʞ^X^֯@G鶑\EST}8x8x¼''`24}1e>#nq,WE56QD}8Bz"/9H:˷~+Ǒ!8z'y jU&gP}(/'aQ 4F@e0sܙ7LbL"ǩoRLT>_hc ; d) >O4}dg,@v.% dW*}d׀ Ȯ Ⱦo&} d25s Z!3>~ƇpZ}(RpUtv?N|S gF+k0:! ,9y*rN*g,%MOjʟNIIsR={HvhȌE#-0G|$p:c'|$O#Q,ZU2"w;/NASs)SpX)ngX^$]lcJ| WLi[)t>4v6RJ>U)%)!uFjL*`QoYS)1#T0=0mʿpUAVt:S0DixqfD#x=i\wg! |QS KfEA"xp,;cβ 8]3E<yh."Ys PzYX.˟8g|8,sy9'xjSGAs3u:'xjXu[*r+^H>Ӫt1:k4wEZYs.9pU]SX(Li6[_cw$ ]@tƚ qUd_&- x6 :p~q*E\|iᤈϗQ-qQ1} qU4_*/#tt8'=0yf^پ!u9@yErՌD9a5odЮ1,/֗{~ ,$WE+_ W|ql+l;_k?5Co}-25Z^d}_ (z3u WEoTu6F Sv~\ jU>(7z&XhMsS=j9*VŧV3g9Z'k-pvtSy,hv1q.pgn[09G\&1R \ Z(de "O d=  ~@3=@ =_)d@'=9 d ^ y[M򨚑arZ2tm12 1qKbRzJUH^OE#qܝ<,z<;:Ew=ߝUajuo98?jȾk<#QFVhKcI?H8,|'oO'^~\_褄1Ơ<E5{=@%PTh*D?+05vg!ϒT u*G~I#c^<9 #E<,&K_rg3V@_$ rGqUĄ +hV^Op yӿ'ІU6\8h&X*h<V_!ͯfғjSz+yjшS>6gH4~ɧ)M.%TXn*Q];Zd}*u^ &?A׎X*V]'nI~xT 4eԍ>4kM.h9[ 8[3eշo戲oi: j9-*Wy;? G96w k B UQÿ*#jS}dа/dW-j=/KqqUd/McKNQE_ ޣE7a<7PKAS]*`£^%xAP=lUQ` LRyBsRfx|P%rciRf dYـdY,e@rYn dy,@V Ya +dE@VJYi +dem/O8cUDt&12<ɆV54L0o^6Y"WE7Xm+̡{~E3CHuթjWE3YqJpqbCq,6gx+ ƽbW8иEumJ_}B@t8&%*"!j%"lV%g# QD`MN #V>=;c(ɦ<6Xو $O9ZG׹*R6D^!if\9kb؉ 4xgٛ*2RdANV/ 5G^Now.uL d@F iׁdÓ8&g>`ek6HCl0 ۜ86:ꊐ2+qx̖[rU>)Y\0&3&Us@FrF^2"ck/&`9 CimrB6v$  arPO. 04\&jԫ+rsy;vp'7T U_Yk K* p*SR@<6+A_9ԡ!kC!6 qN>JF+pӴ)\m Ԧ`3:֙|xysx^c* xy!6/j$wRfY0L62`WEFTD'̋ݳ=@"rpj;HjSфf)$fVo|ըT B6ð(c*:US I%Gr(biޑ3bbN}жY SBf{ZBKC*)iE\I G)i (* qJJ*)pq˼\2qYJhb8ESͳ\ KohT;64)m`J`;ҐqS24ZF@26_@fY f)+`VG+/0eM^PYC pU-Y&I+p043T\._@&0ˁ@ӫ@V*k@V*@VȪYU dՁZ@ dQ@ dz@VYC kd 5f@bWEJ*R9=Z)l0Ed)l0Eq{^8gmY^8Y?Ach|*'Bb5sV^ae4Ǟ *KseͺOU:XB!+^xwURTU-EH1򉆪*@ jgªLXcՔ?&TMhU]MN9WeUW0դESY5׻Eޘ=+UT7'$(_ tnR$XcuHT]nR$\ O sxD.K mATA^`\S-#*a5 sN20JVGjBrt^sWESG G0}18Ԃ0l @ׂiO8HHuD 5i#+ꈄD{lYɠ*Dxn>aQ F`F~Q,*Ձq _I_.WG ׾YghHMD3j}4j+$zڂ(ftN!Qm-D;~5eˡA\muui|eZѮL+:0 :]I;:u5;R͎ oׅPuqEݜqU4F1 {Ea=Gg;R<qI# ߱cUQ ep嫳S*P/܍H7d4MkCgpU 54#VP3 uLl(܅j>BҀ(VP Qg>\4昚 =Zh44)߈rU562qX  m+9{/60PͪU41&AD꒦ ;@&W4&phC#pfSl ax{fWECL MSp3x _44$ 3{\ Ms54ۺ9iwC/a8s4W"/Z$/W 1ʇ~,2a@ZYk kdm@:Yg d]u@zYo d}@6` dClXpfa=86^`*r-Z<ީD\ xB$v={x xB4t,<*<"/{)f%<[ͳ%$jm-:;LgGZi8Ya+ƫZ1WEVZk%_bp'i QIԆY6~a\%oUpJ(SmS hY-Xb[V ៶Xfm0FwG+6v4Avi> ǯ+友PT홍jE7#*<:hA/a:&;w04kꀭh#t;b#H0G8H3"!cr'mhTUS'yNti-Ă@*:xuV/uvq]gYK댓:✱:vVGffӅxc>]O|庫ZݣHuHʢ,ZuTAց5nj;E7}&p Eηov8d(aTEk'c-ṽ;>w8Ы=ޗ"&=8NjSC|Y?+7{@FmJ{>o.WEӴf枚T<=hROSOeZkaWEKYs+W/m=Ta^lca^ SWsU4@l6@ђ7sٳս!Oooћ9*ct>0%NIyHz;6wȞ*{{M/W#AKD/+ *˼$|~WwO Ԣ rGA~A"oeI۟{sUD"TnT5WE&4@P3qy}oI3@n;uYqeq **o:.v\k"ȁiUm@hܠA ċAiuiiwa] !V"u&a/0̇y[}CCLɼ%o'|2 ǒO6D;ӫ!s--fcWC nwjJGC?P3T$/ #0ubӏa*?i6Ualge Aa)c>e ͕izgx|hq9_<&[_RLF_,:s8C9,\@ dn x K2%Yy,|@ Y@ d#l1@6x d37 '9pmb=iNk8%p8ˉUAVGig8 w̩DYdS\ a-b8JcA8|h8P rb͇b Nw 1puۨ_l.@ d.H㒃C=W/vXkJ{\s X|! bm ¨[ECx-1'#N j0aN ZBXR%G&qn*##At"wJEP (]T %CNUM6MG)ZCu{Ha'Y?iRLrUѾR!k)b'B'$qRj4(=|pWE~X^+I&n5{Vu5af뭟 CqOsg'vTIe6soR!Oi U+ܑi'#Gr'#$HAmҿ#!Hm'wЄF& j~?eQg͏(8G uC":4ZiՇpZIhh:u` ?FMxos1f8'3ֲ2[rK*Ag *vvg3gq,$KD(Ag _|qUD4"r}8iv8YDEk gAq} UךUќoaI4kX3g!DL4MԜc[E$7b+E,sy9M}q.ϗX$ dSl*M@6f, dsl.@Y-@Ȗ2 [d+l%@: [d2:s ТxL9&QkfLjtT)lTOKP~UpZ zyc2٨ LuW'|({h2,ZdC/ohD)Z*/"h .L_H3E.9| khMjz=dqc8^AMWPS!T j* T;U$, UyR4d@F4nC`*}s+wd3 }Mhpf#Df@L( afx󀙸yL8fSk1 wĘifx,\4 Yf8K ԿmvljL+ꗋ {.aKHJ[98d9i!=5G Uvwq?u-O)򩴍0m#mFk#WMjeNq!J+7 MhWoʼY)8wHafm.P6 p%bN{-^\`Y-[ SP'-cL)U'j~2grJBo~+B7{[!6El$چAmuveֽ* mgaDjf@m ,oPmvn;0yRTٳC#R,; ID,UQnT3Zzj/S exl'DIHiilY]&qU4HAr'{pMDх[D(%lDZ*#myD)n_#ݭ}k70k7aMww A>zot Xހ7 HY,yZӒp"$4.xiz U|?fT ;YeV}jrZ|?xO2?3H[0 -yKKxUg{lN3̷[LŖޜ!oC|A"w~2vP}68SЃ0|ǃBryɃ5>C9?χHxPx#ހzU6U[DÃa|0: yxa\sȼr {?EnG`\~#d57xQvZ+h[O iޕiR5h"W=̺Ta zk,Ga(]LGCQ|= G=5BQԮr84wvܳ6piޓ4Sj!㪈I" |Ácf)yLӻù* 忯Bbx_Pg.o߇0kْl!qFwf!q A Ԗ3̘] A>) z#ݸ* {);q.6Z"r.OzRhw:- F(C:d'# ;d'@)π s@v.E d ]ρ}d_u d_@ oVg.a&%CmVuC1蹮ΪЇ8qv>7xC?iNHRz:9\>O«$9fS){J|b*X;" ueE|CeuT 7[P50'*NJ c',3?8H@wOªOqUϧS)>z} ND VAt ;D%Q{Zg\}'+gNw:LZN}.\ϘQ3z Cbg -T~ovV}3)2kZ,$:+(G,"WE9siNi/yα)8yɏFsQX_jE<^8C6M<&rZV3e4gٺ7?UVG|\ jzA Ϊ:q WEэbؗBa"\@PlQS%uJN %C%չ`dDL9HU9z:WER] o.4h*޽,p:prA~*¹bP\ j z-Ԭ$&5qUD" 9c~nB#RM`K5/}! WEїj5JRKTyRU_}I@ʤj6n4t _۠N:Ӻxu\$qn7 zqÈ7pa97p +lk$vɷྂ_zޯ WT-ר)WET_3X#k-ȩJȾTze>>+!R}-w\rf;n"WEsF_{ؔܔHMCބH7M|6 5aWB*β$ҷ|ųݙYȷ[9Jj |~p9A`ח{=sƻ]_ALF =8S+M$5G=az'CCēFOx,ݺ:e͎Lv42dH V1\\}ꋅSDd!TZv;,^i]Fv;'|5)Ҟsh3D[wyr2LsziWE>5kGsr %y 'I8;iދG߯.a'z|aSS|.AU{N̝rIXTJmZ솏Aʭ)ό8ߨsjns&N!NnI UyvqUNadLcbSrح$\U S%/)Q8>xr{go8y F8r~wV|j ςt%OR(3X#|(jE#*"ψz>?'ڨ;e(?`~A(QwޒLi\Ԛ86h pAAS4=]@\zV/sUDSPьJR9͇*_pM/|tX)_ sX*)dĈݫTBI˰O!HSh6RB=r h(ƋR’'eUY^RvXY8sRtC!Pn2DPD2SEV,4WE_BNf+GdR'ISnUl~()*?zjyo}D*N(&F$K+>O1PVEيAbrh]b̽pqU444H1hkƢvxg(iKR5h赁\EyJè7Kr zHh>*R teR5b~3UT ^FHrIl%!PI͔KbS. ^:}MA:llHXQJ0yZ?\ 2"'!LU_'pUTbJVQ8Ni|) JK7^(mj\}2%{)6U2v+U@e UV\E\6<*f4e<&@cD/SKBi"3sS.H%X/ 4Q "4FD2 d偬dd Uj@VjYM d@d@VY] d5F@ȚYS kd3D/s J,B,g}YU^þW/,_$G9:-;*qUT`Ʌo_dBWDWَUY:k9]t(q8ҿߊWUQ} #PT>U@UHSͤzjM%ISD'AjT /A e~ju͌sՙ*C2ۭ_/WEf\Cqt1O 3SCٽ'X SCʤ*YםUE׀<5-9jjKUִJš5RMS ^U L6Zpt"ԎfDjG#!O U+GkWE5ծ6[Yڐ.'[sU#sg4:؄@: &\~uWGlSuQu.ku.gˆzf'`u%ήmAzs VںF`@a($xP$XA}S_ %gBg`ӺyjBi a(렁*Nnɜ26n3Ρuo68<;[yqU4VKKTtd(nEcSc .C@ . o9}$/+|*Vʡ8sɜmT覆 &21R5ڭm$6lL&1iǤ*k)x7>~+k yZJi)x_]*Vr{|]wh C+]u+ohnmnґ":C>|؇i }6>Lep4ɾ{{Ogo8m< NmCώxwx{^`>yy<5\5#LA}pȟPAV V0pxA3v`\;( B#j:JRpՌLE7S1P n_2_#Yp$E:HV'xEټ"TYzꥯ슜 :?ҙ]蚡f}ʸZsvH C"uRT.pE}+@kF]!OWͨCpWrUqRYV7H7nuZ78ẫ nDC;d1uLݡ]Pv(CR z\ꡝz^nT붫SQ,=q9KOS^=L׽z„^v0rz=1As-0/.~ETh%-U7뭾Y:|7dzCZT7JGsrl} SͰ`'_5әxԍg_g}UBZȩ/9W!UfY?YS~[wXB?HOsag4 R)VmxT}*CvgA8АT싱V -`N,-h}# xTolXKg^7@Q@KuK 4H/* &B4X@%`Vo!`9Db`V 1?Y8Hh#:a#y3k <zqPs3` G55 aj9CqP S+P_xôH_";4 DalUQ4sfqJK/˴4ӪLē>i"ur~L|/qOzg8:9,\@ dn x K2%Yy,|@ Y@ d#l1@6x dGfU9艍pmi,'p1X}״%'p`8 miy$;*Zu{ V@NE)&Jvv"1E>b Q\)4rUqpL:QJثj]paw\ڝ TaPqN6J=+>.q[c!VAR5T/X|{}v`r@ܐɭ8b,uuJqN)"yRS.tABСu<]0 L `Vz:!$% &7W.ht<k"2xp{!W;{ '}9nZ5VU'a#d,U2;* 9@QYU4۾Wr=V4>Q~5HhQH~֟p!_nTHnk\ P 4 R],u @ ;8CE=W$tGb'p$L0D> ̏PȄYQ*{G1El~l%Q(J,\U#Y}T>J^1 hH 7DnF@^hbt;=10"#1&FHt ~zۏhړ\u gWv%zB']j8ɝg^ ?IUR/uvX/l02^\꽍nxo"zҺ7-,jLT}=걹Ej!{aHg|bw@>=o ܇!9X^D}+ә~¾0\Bbxc`DU4GX%* ~h])7[PjD7Ƅ~|bUE^ɢt<=`>=ۓZ`&XOx윷eTyQl @6Ȇ0 d#l$@ dq@d @dI@ d)@ di@68 dl"M@6x9["+Wk"cu 8xTxݮT_g5@IH~ px7"+\Gh8g)VHi#٠a%I$x$)I*Q0E:lDN6DqFodq&NYܩmZxx}x/z޳4ӛ©*}x K+,H $UE{c7:av$*H+g"J"DJTO"?;$SH6 .Iə$peⰷ'HfPI;O l2^`!d:2EBdhL3EN^)P<̟yfcOlOSqT]g4!zi0 Aii4\3 8sɧ\gzfK>O yۃ0F %) g0q3 Ҍ̴3 n<$fDus^gO6hfO6ҭ0l:=KY 蓗cfAYb@ -3UEl>VHMRIِg6 JO}uUEszApv;cspwęx`h-B/s:$ֹfX<{.-kOUo]6A(qv.nDەv_K'rٽ?Caw:ґdڡ\v`hkqۃ:vbGNS@q?NjAUсKV. *8`.NнɓzglGt㬄fg%4$Mx[O  s}PRp4UvJ!̴AN t@pObC '· !taavRU4Bڭ|V<!̴0x< 9}Bc #$DR6@#JFr~{Z=AQ;+’٣d(D:dJřGsL?H.#Sevev DsȂ*dO&qXUsW4 ~SU4O9{Bb"'Κq%a9'lٓ"4BV1)I$d:8NbI9%?!?͠S7v)?z [O,7UE\f Mi4F fH3g}SwOC!cpZT9FV8 ` :؈gx*F|g,)Z;g!Y3pU LUxN!&v9s.3=s}9GCy\=qg] \cʎ a.d5}pM;_wg/Ⱥ3. 0xò|dǚPU44a%Ƽݘ %14qKKUQzY?JNYyY!E\&C .l᪆}hh#7mW`\t"]Q+޸83cY^fJTs3V_#G\{ylҨe?{Cȼt/M`_Y>>/h{!LU*{ WY'=P.`󀤔0,3AUy_⭞mHzOvخ!Ư>@pUZ #I_̺oa-y8aG#R"L81yccRjreX'4'dO$O 1@;:PU43BS} *idOqS8Dό!yaJaIG\|TbqX#tNg$rkZtIIVAzj'<_g@2@e2, } dY,}d_7@rYN d,} dy,}dB@=6k6e0!Kd0uD+12`%F'gLi/x>3׌eƏ~y><-\8׭TYcM?㲉<)VyfdL$FV2 &|h2/UE{s&,p{GD@YW-L(Jbgk5\(PIŤGsQ_DMnVA&; 2hdQUdLdQd\2IOHDYLҗ EMKe/)/r,6~K%ۅ|i2_V6rv{˜Y9`jbVȓUM1+M%YP6 .l(ƀֵʶxGU<9>G' / W&[} _k}#Мl6!k4뿆D_+ov٣7 Fj%RUѲˏO|tEvIe7)e'CԂ!a OPpj  G8|r9Ԁ5<_q"BܳrrƷ&X-VX<-o#>?wL i6˓ U5 ?ҊEO.2I(!S33|S[qng!]#*ayZM;e"!3r);H5-\UcJ4P*2BK#$È#?{@V ~' ~@VJY) JY ,@V*Y% dU*U@V~?&ptяv`)BUYzTdbNE*U [W߽;UEiQ8u2[TYSQ;1E!SQ)J6BTm=oŠ/8L4<_u*Eh}}^b`?`{ 96Ct&YQ"9d!ΏSUtI}N PGA\IO'Nd?12NUaYbSge|d0%i?CMg2*L"=,FB9 EpUïX).F)Ȝ&SZ7PUd;b;(ZԪ<%Ӱ6 KUR_YV KB$KB\%?'FXmaWESD*`>WE*_alUו R%ԪdZVT؊>`GZeҬC!TeȯU?TcTQSEYUگ?[UcE=~e ItUr"iU!RU1گJ*BV!XO5DZlW@L|ٌRUTJ?GrDCj@TE5t!eD5H(j@&ڕn䥪h/5=R{ߥW gM^8BnɿUEs}n{z0ZDCyj "RUfQSY#x>&t:Nt5swf+KI+'ix*g޻SKLf>( K@VY= d O kd15@ ȚY ZY+ k dm-@:@ :Y 3rk-xdwG vwe1h[u-cvyk-ZQ VԂD/En*ckK;kq;bJ6TMbISmS[8]][4z*::ȣëš:+\{@:JՁ>҇_b Quq8.0uO {m gUգL-d{z71sI{z0XBUMT_DL0v>סpx,\ըEUBk b( j@,}KHD7Ti#y |O2OH kF)UED "s>*y(>!#j8gn*WNFrykP#ſ'/LFw EmiZ(8_X@uD1gXt _x|뾥+TشTFH$|G[B[i-E([=aEY`N+ RRWnwӨDC0GZCJD5赆Dm "-66p1jژh[6 UEZ[=鯅l[lζLm$8ɡ-ܳۑOzB)[gԎ!Nϫm)v8 awI{:i jk}=jZ{8R;A"A)i#u ]"u06hL Z5u[cwxcGeS'Ouw<M1SGSoy<,o|$'4 j|T34;adefpY',Y6{:+pup<8yɡ3dț]j] Lew.po*oe 7aB+d]:?W1g2ZOR>+ +ܵ&|&DZO! 8@d6 2;YȺY9,\@ d @ dQ@ d1@zYo d}'\l1?XV+FW^a W+\\ҔZ.ؐqD5*ڝrw"vxYAYqU+U"+P^~8iQ vB&2+l0l`$hNݗ( *WYXALބLW$ 2і^Aı7UEDv2FaՎïvHdW¯v~C`2F()ќ}|0~6 Qjd:$SUd"H1!4@SU3UE>T.HWxB+Hz>Csy(TXAʀͨ*Z죬C\ZM4&s`CVeM_b w]"F؝A}ҕ;.xVZwlLU&(+o6/ba"qO #U*qJH fN5sB$;qA8v W>WloCp45·6W,џ"K"AvrR%~.FU<g  R8UŨ|U*[h6FPeʸqǙg;E N;Af G@qq#4QU]! 8:z`ZC?~(vPsqNa0~B0n.es}B}o7F1Okc=/7z/yTejOU3V*>\P4>-RIy,2N9˲7kc`eY ,41J(ǁbC=0{G Wa5_7~'azX׎ْ*2{I#:C]+Ӌ|VC[ N+ WxvӉ"zNXYa`7l<7yzÅG.to(8}NugE4qU5J;s;IUՇ'T4 y }ɭ UEӏ \я0"4q Spdkhh+UEnxL͐\ouxr8cYngz,k/XOl @6Ȇ0 d#l$@ dq@d @dI@ d)@ di@68 dl"M@6lef?RwUiEUѶ3@籇JA4N mI[gysץ읁= @xo!@mo677AFh65 ţ9{4Agx~B#_L:W.Cʡ>! 6PCp!f8$;CM?4h2's}ݏ*SM %8 yhP\9NadvW0X\; DÔa8ern ׭t"y~F{8n[qp4 ﮎQ70Ѷ]#pۮ>R#'HxKo#!Hm;0 Gi>JN=(oi4 @Za'¯d|5+H|$*L¡$d%I9 h9 ͡dl%Cd%3p&#?E?}Ox J[)'Eq`P ܩSvd;Q*bY*J/IHe@<ٔ 4|:`4ܺ" )&Q6cll4FQo~[r1fXG6ѴXZ$QU48cFܭ8wk,DHX88qF?8H3NTx}i]}p?g?,\0SUL7|a$ɌI51&Cʉ1M1FH8Z3u >S@)ʢLһs&?i詢[gO珮'0fs&ק4 d3l&@6< d l!-@Ȗ2 [d+l%@: [dl#m@f66ՃmSaT>&>Ov4j{ض3Me 4^rbZS+1 Ma[ WՀ^'[fj7LYtx/!t?_C:gE΀t3p 3D{=if@:313!L% `&N {nﳔ|{R߾ ̂0qY3xR#"*ð5[Ʋ7lbl3Df:D#Wh0GesH9H3GtpU#."b.|n3N\{f.$M\8cI`u<\<3y8sut̗n'z̺iPa}>χP l>l&Zmz,םjrY; `B#T슺bBD+ p-9apEfO/"8g4(p3紾8u!bxbFU-D>7,QYx($qf Yǖ`-UܾX֟|Qu/br,4K맣j42zFUQy2(OY]!ߗˠl-L˔e8?s˖KWLr-ǛrD?h*ˀVP"hj|Fm+ ePko١ _ʦ(BZI ¬ ]*YðYmUf]aV)6*l}~s{xJ\Րgrjh}}1.S#ZC 55zNۆ/?D\U#^5Shů+м1"'#㱻B|܀ ů57=q~yy܁lm+#^!Feo+#f7.<YM6~t٤w7&8@XCfgo@ f|a H B_({7n^8yocV{p՞Ox2eSc\kj<{iņ^ȳW1bCl/xb\ּ7٧>|{yhy>\v ,ُKfCw?ޟS 9T898`*ktPqAtPq_A2;SUtHbz9'!tD+ CTY:{aC|!a]UE@G 6(ۡ|I##jb:_e; : q*Q||8 瘂#=ǰg9fp)1sp|O2|'oh7Pxd \pPbO'p9IxBIGv^K6W)<}rOAs]s5)q^7%ʲ" =2kY{\0hX \:i.(^~QE8w.s\TEӷ\SeNOVC:Y?DZ}c~O`~}D~h..=w2_@[w Wh;ָl/UE4/%My[N/-O/!KaOS%InLU+ )!WRxC ZZY? y|^Cb!ՀUF*W@7Ӹ$UEBەpUʦ*UEʎC95DZg,,Z-=^!yπ,#eρ d& 3Y ȲY6 Ⱦo,;@ rY Y> Y +d{ +?2|;_NV<`]e0S3!pVfFy A8O2Wx=*ڣ3 uȌfd4Í'#h}Ͱ/#⋞UXCЙ(V@M١$2$ĉLʭ֙"ks!ϕ&S>7w9\|ь-*:þ03,(7I0Y(? #t_ BU$ʬO rUʬ"fXe6"fXtDN@&C7Ư bzغs*de5f8xB!Yf<&;߸hb|I M,)^5( \c_k_*4M͗f1/!͗w ldqh{}RVd N^S rte!>oft6}F C_PVƯ +q[$_A4+3L 0bF|H))5Qs1~k5JWT/󍥪hCoCDv1W"H7o 781-;PUtfYٕO'3jOG2jCfnP>)O9|r j\`hi ُ9ɖl9!RNdˉOp6gp&6].QHLs1c\+v`>#kxj !Nn3MMLTMP`dd Id SL$Kie ’ Rb3PK)$))xb%'ϊ뫔*Wd x)Ƀ N)/EpZPU4+q0< bq†2<2c4qJ!+=d!Nl{ܾ#ʐL@2b7Te{'UEߤoaw o]v~Sox>?!yv͢Ԑx`2N*@*{ͧ 9]:Dr*AJ&*`\7^lUE#N'Oeh*VƦbeUY1+cS2̪HYV]* (S6e&bTE,{n*Va@L9p"aUy/X02<2vX#U!MU1<]2N4=xw|~WN;<]O7P?哂07*@?f4U`J"UE뾦=V/Ԣd#ͲjBf,&9*PUL=020y*3VG+Oe¤ "dz@Vٟ@Yc kdM5@V@Y[ kd크uu.@~͜lw7mmY%;ZH؛tekaTy;jIoU1 JY0$j1'^il-HTKZ蓇kA#2(j+D2լ6#1?[D<լ6O~ǹk3\6+=@:O Ձt]ݜv'R25.]Ԁ.Sܰ7+.MUmVOfA<2:jZc=HSOqEîzD/O -2٨q&x!N}qoΒ; UE'jyyQDmo ͰjXA 7"pO{@*O<ӧ>}̿(49 !MC%G!Qh|#Q.Ħt#I6kDғIF6"UE \sE54VPc</Db<]BS\4! @&fB Ye*ZM?VS3UElTҒOSӔLo4e8r*X~uffpy5˫i,fxy5j]Aͱ+9icWPsH8+X$mOrho- _ yA/iZ> TMKFstÌ$xҴ4\U]Tmt'o̭Roz+JYRoVknrˤ֐8yR{krPUnchg:QH>lt C@6f_׶CV"_2*C$Re<8)o yڊ!]*2 %UEv;"\)L "cA*L>jVT}&tř,p"ȇoF@kj8[^tdUE %C A7ô!@rkoIU'X\/gb~x㫼_&Ҡa++RGD@>"xØ]эKjEإ/ZP}ԑ-Y}/JWT'7UEՏ f$~К~62iљ Γ2o {A©1(h?pH @6  dÀl8@6 FY,Y<%Y"%Y2Y*  dl͂FAQfHin4 ܶ4DN4Vvx' 'R>~JX\) boK>Z!(N fAb,A8ų=qp?(Z. @CQ<ޏ!R(P1BbJpZiIPl%@D`}a&g"L8f1wpL3:ɘk8&AZ%A$Ń=hIp byoɰ;W`'CdŽ݋Hэ@~_M'ϟȓ̟<R-UO  /Щ RܚJvߩ*t+=#MI'uþ#4&DIƠO*wD[hc-w2j wg=1f8y2F3һY.QT͡rYEpNsz,k]c'P:wɧƑf4@)q$POǺ+WxҺ:<瓇nC H?&@ ?hyH1Q@%f@@?[M­&AIfZs4 M3YV1YɣM_&3}CL0ʹde2xȍƫF6=Sp)f7O{LeM^u" ϓDyxO3p&ҵ5TdӁlY@6\ dl-E@ȖR [dˁlU@Z [dlmM@ȶ׹?~5e6ö!ψ$EΈpmM&?#P~[JsɧA_4)X04xOC++@$!t ߉" ih #v3 %Chi1Hb2T&:'gB'g2O Yag).e,FphXI,H3KdtbY>C݈Eg1[΁Ύ91RQ|/seo>n\๊*@%ɋCs!\abȹ ܚm.ch3+H>txk[@n-buZ`Ŭ p1h]/uv < O*BJrBܰ,y {\b,QJ澄2x@).DKIܗ0.|̲9UE}gѠ]OڥgƖ5,3pa2 ,8˔>m<A!<zϖcrLda,`Vl8[yDZa+p 8F+ JH>Ĵ}JL WBp,*H[E1*HL}WzUhA umq5,]KlWCJjΣ5rY115ph DẒ5xh1\ VFZVޭѻp/Z'"N :e^wu7>Y&lX-"Z+z[ݵguޜ(^\j$eyY*sUlڄ4Fqʤdx-m#(Lpf|T6Ty7 &ބ}› &xMو": [Zaz3Co0f a04Ein1-XԮa %49w&d֣3kiNFX7UEy>^d_I2)3w0~u?/LzZkԥ]03DQ JC_K=TNEYmzQ e d' 3;NwRpv5'>IHtR'> S`F;Rpd(I'S88N Wp\(U>]:N 4 OCӊUt[E?#~ݻ@>(3}ng&hM?dJ^>r19Z~PYt3pUAiyqTMsrZ["2K<|h9C 9eZry%xg 8,8K<^0 okԲ>4  m7h|3SpQ!,.~]HRw]DYg.B蒴m!v {/`%sI ^Kp/,`V*qY].!f^0 42TWl+0rX@+J \~Ω!^<$Q5gly Q׀:@v n d>=@ { dπ9@ ^ { d=d >ϙ?5c; U¥uUYZWҺ Oki*$jkx/){5^up8}"i: :$lx7!ښ݀pP 7h7G;D6M=ugO݄H7쩛8{&4nFʮҷl/sg:x|f#qn l/ W5SU4nsidg~oCۊG6܆Dwt"fH>Kp},HtGUpUąycjSUg.w q*.w!=QsLq7A{"c$a UENf4v|s\!}%>NM$ q^vy wz j@2mufT=ԁ ; =TV| D]=+QTMGrQ3#m3~y$f3-\U=SUtdf ̘|3/'Wґ^\o+Jk"e%Xz%[Q+奪hW^_+Ө z͈:Q&\5$z-0{͈>}1!qB$oߌx@7‹hQ kr%V_kvw]4y mƷf| *6[l3s>C< ݿáwyy#/M^D!vľ3!{;:󀎪8H ( H I iKw6ɒ,la7!kB/ {W]cGӾ)|zLwܹs g¢}YFV_I<'NUL/D}Zڇki "S:;a ,Ҕ1>Erޕhz(r>/-ϸQi)uQLUwxG,>WA2 ڗ7&WJ|3S̫ >+o0|f~r'W^ѝPYhk#n\D} >A_ǎ;"ht",#LJ4>}|>>,,GGac$ = `tq1,i|fBQmLUш]r%\r*S i*Y4Nzg;ΕMz+NeS/}}}2T8÷~zS7UIg涓W5 UQ_@:@mkx:Sz[bWբOlT5FFU3T@*NjjSa!L5Yh TáS] Wpt]uÔvόVat:^ȑ ;G(b5P`CQjXkO ^{j蜌p1jZ@:㮦3j"PM˪d^jy@lղt6Y-fBZ>3RˇAZhJkkSIIэn|m$mٍ#;scѹ!acQu85Tu|fy:sT/u}K8;JE TA&VRª+LL:TkΊF" kTè| 2]3ʮ1#LU+5{h,}'w͌if5Cf>pD3cu4UϚњhT!hn>kcTK_^rj\|YоL2U,Qe"1Dv':fHcD춶nEsQ[H_hëmϼ:8aҰNruIQǎ&Ɋ%q( #:B%^DL~2&$';+`lu%v:R(Ŋp8;|@N+v;r$K퐦)V"SްT%.-ϢYt{izK>^Дx=T\dʓGx|8Hes8h>F }GRy .nR4es2tENaN u0^'4]SQ$sg\}:y:[Og^}:c]X@8YAmI8i!!u>u>2t.]0T 剈~k1|q uNU]][!NZ0SWs=.{(a**`6{~MUnno"b ngtCnэn89n5&.xBadwGyd6ywS^iw\ЛSa5%Ç$z PkՃ^=0FU)7iuzmnSͭnUm"Y("L:Y/YY?   0 (8M$MM4M/ͬ.Ɵ0١M€f,Z5WJlJkOOdrl=qyzZS'OxjKf2x^~FXDW{TST퇎n՛ާ{!U/IU,U)/_*ڞfBR!H )Bo4a} s>A>?և>8(.^싹}9/0f_~n煳s?4C~FboRDQ^cS*o\D%)Yh X0fҎpfg:4.c@H3@tYzJ4]8Тwq7k -92i4 !aAEkU0AH3Z"=ik\ 3H3Ji^qHXT !gZĻږ38CTP"p^*jMJӡڨFἐ\}HPQo=>;Jbe ~Ot3LDH^P>a3C1aϊv =}x2 S[̀TuQsLUڀ Bí! 7F3g^EWh#x@@b.# FH>bD#pH'4@!y0XF!(+/L?L|rԠJ4m%lV+J壍,%Rh$ZIXGA!*"Lxci78]qNEc,{cg嗍el,.1$8<)'iB3S3MUZƻ B1n7vf5D w!rL&fO}rL4Md f_/]NJ4]|1'ZmOL4bFDF^hlFD3ɥY $\'"= i&YIᙄf6df(FG8a&d3N*2Ui-9󙡜<"N S$GfN1\*Me/l*o"Tyq*_[iޖptL3yN5M:^;e4&yN5M\晪՜F5z5r\u}>o0}X`:F5酪fzE8"[sCH6nV:H >Ate, Y  ,d9 ,ds@Ydy \llll ȖBTs BYh=3x홁SkgzAf#pTF64Rn@`֑w芥y͔+^4ӵRgT٨Hiʥ}R':TfJ)'3 t4dlґ)gYI7 =MU2l̊U 3C@ ˃`:fG!k q^[iBVBBhgj3?;4?+*g"L&D3-L4+SPH>iW3!/D_hr_;Es^0| aqYJkbFLŘ+s#bys1_\4K<'.`K"Yb%<חT/ѹiɑ_ʡȴbZLK1Y;DSVt *E]B!;C2*CNilVlVl ւlփl6l6l ȶdE      d7FT"YC?5bYAu+v&-De8YeZba*Bb=\WyUHXιˑh&NKVZk 6^+pM\mN~F5]JDg=趮n`FL*ތBUfloVaIWj>T]DUlJ:LS mXúp"Yc 5<`` hZE H3Jͳm:tYױ˺iYI8 p KMxy=_h^<}|y=:+^`y@ڀm\y;Kl4V}G7"F+ UgJ+&"BAMmh2m,&dpڬX(=+ff+6 +Uox݌DUOfo6JL-7Un>SD"ڱj$c2$ kmiiHHT>5 V$ڪbՊ5TuPō/|!ZB/rg,\d5N*2lEHSG&M 5TfKm }mmCmVo!v&.@1~;'oGFʽ8cRhŢy3CD"]7w 3冀TupV}|n7U g+Zg'wy'vrNܩKֻhB].&څ /Y{݆a8@gZݲd7=ڈDc1{ f݃L{|f NAރl; ^$+IEVq/b p@U؇f~}ȴg}>4=-ފ~Dگz~tu-0U;BqyzG뭈QSxb1Wmo@ hnPP)$Sˏ FQF+ |#GoDuu?KsxL mF"`mHuϼq_ =#3Wny vkwoGە HUVSz';ѿ;ѿ;PFXYCIRO};}?B|iSvݝGH>"xc9|qs4&PSN2q'wq'3J;qqvŵa%hwS B?-k%hLUbO|,?AC:H! BnC2jv7]sefv7{3/#pd$a$ fϽHt/݋DZD2ѽ8Q0T}?gq>_ ⃈5 < z4}!A# zB$MywSV3UʍE3ӥ rB o8P}-w#au!s ߇|͒*!1gZh#aa"EG8Pt̆tuSa\a$zZa4"G)&G1(EVQ!8vL5YHt؄<}"SHT&ZJix^JGzH yM)8ed8.Gy9:Lǭq]ǎ{hA(1W =9r?.q ɍcX1#GبD=3r>f\Vol{ܝmŻY1yBshq-'e΍g^Xx/,|iD {dς9=@"^ {d57@vdo- w@. d#} O@)>={gü9A8NX+ ^O`8)N͊EyaUX)4eO){ LSlʞioAǧ|]iyg^?vώg0z"p]=cWtf,Ʈճ|"s.N4WTycEq9yNw?T%kUyʍ)ׯte#Tu~YH^zjI:bůZJҢu7/^ l_@Mb?mY{EY{qT䎪 /Zd/Z:/v0ק!/#ˌ2"l!H/cמuW+\zgzymFPD>V*|rH*$ثRTk^- #k_L%߿L-߿&J A u+]e"z]N\yϾDK(t>MUkoxs-,p0qf8>4{qP8l ZԽ%bpޞ IDֆ$oObitXM7-MA\#=}M$zS{)o w;,`J'˓"n[[8>:7D~|?mDzBz{Gr߱t=wQz ;K@:D'hަ*j_; dڻ}#"ջ>Ȼ\]ܮˌ*~=~}׈2B-%}(g}DzJzӰt\S174L9 wߩG jޚ=TDn87mCڴ}ț#FtG~>GH󑢑O<|d8"Sh>vi2EQDcX SJ׺w|s 'V.' ZO]뚮 F}jebϟ '/ը)|x&7ღ*|$K073 y>N>㓽ϰ><ĩ>8놾sӤ U_\?\gJχUsоR{vڷW֝N7'P<Q/@%Ⱦ d߂; d?' _@+΀7 d/ @/9]٥O9ާjf2nMS8NUmݦ*y_xŖ]}k6H_Xk6~^#w//-7C? 6~)_"їDew}|RSv_;4+Tk_ a4.rO aR#_J݈GV4Gþ6κhuͨ:5}$FAY*q N=-(|cyoݓocRK7U[)'6o=o=w?߹' Xv8}w;ώ>isqNʧit׎Pv\=YE|/xqۀa۽~<9{?詟`@ޫ@$LhA4l3j험4ԣ:;?1#>~D(ÏeOz犸Og8?YM?qzO_?K8x~3l;~xh~і,; Z¹V /V/k _ώ/W B%%~E_RTu>XStwLUg_ $g` ,A3>X<7m_;-r5Y#]OI'9hlB)?R~44J=i)?I~8uG{z߼ZڏZKxəDre&e%reHt$! ]&fLMUPL/c5>o*2To,eXu(29ėwX֏aYd*7ò~S-lX9vJ:TdьCr~ӌ+WX83#Sɔ)+H)+GSV*e_ѸJLf?ݬ4 ~Yh* #|4"GvE(pS@z߬8Uȧ*#{Jsg}&ͩ=>IS2V4#Z5TѯWƨ-qyo??6M4AO+i+i*ib b%^+!M%y_ɏ𕀦piK&իl*}Mڟԩa*#Oe55~TSfU=r\?MqoZqͳ*~>TjMڨsWOAĚ~ "DPC&S-rK,$eFԷ"ղw]-D!W&҉4T[ otV]H%RTu hŭGfTlHX:uVű^$"Q$c1ަjIzbVQIϊEXikTFu!Xƚ _BҥcQ:"c涣JS}w}ʏK-"}sonGHX#MUZ xA<{ζBj ^Q Zj RՁXQNQSsty I:s)V{4U-iݒ<9 ِ]Ȇr! FڟCk纑rM<}40RՁ7UByNY:WX+8qW h\#@Cl٦*`l^,ŹBc5QcjXPQ#*E>T=esH֔M&Q^$~S$rn/OIw,"TW*5 d@d-@v-ZZ AdI KY ځ=RAdA dAvȺ+Ⱥ;z@䳉Y5Snbx]pK0 5o 4c@uY%S$|⚩4lǯD+J43 Ush\SVhf4-W,3+T%Y RlUG¨cSg;RMѢ5eZ)[]]5Raj_m"٩HI_^HWKRAxȬ0UK"`RURn0IW5V5~ ׯAkT5~0SڪVPzznHͬR3)5C Es$Os 4@Isi7/57HWjZy2¢[` ih- >*k׺8%C6rZo]k̴1U #ZUK>j0-f`KcmCY9"G[nj]+j<}u+STA_U@hv7#[KjXiҒ]Cٹt .CmxjLme /Cmp+yyy0c"R"R"%Zȭ c[waDVHm imD_ޡh+xQe*5RHqgKIFxQ: T#HU/kJ>I89n&٤*9'Y:_ƫFdJTgd;% EV}!uJ<Yx0?&)VK˛)~L)wdJAvn"+$vΙ:}WJ8 cHz:Nձ=^E"]~J&?5YV苿FoS' jrP;'wgŢy*C8:ͬmdRG)3;WVGh!MQ#"uTH򘸣dRuz-,ˏtBרF oҼX(+#t Μ:+x3:%׹Zʧteiu=X:oCΏCofg']ĸ tB]8iz4@W<']gԕء9<ݬ˺c4x7f턺Nӻtbb{J:O'D9w9[EI٣"+YYY/YY?   0 (8M$MM4M/ *ƟX]_ gFy'VJ pH}ĞGǂ"'l*z"NO+''DS5q80(ԋBA^#qmCf F}C[Cfɛ}iJMk~c5.Lj M+'}A5yS! Qu_DsV>O?S;AeMs?7C}~[ޒQE}?W4I3T}7 Mg8*D`EpTq9zyW`DhU[ Ʒg>;JbeUkoή1Ui).yAqu.>x8 4G`o`v#`!`R^LD AyCj]!8zZ@y?i(PDjPn=`,/]Uf^)a͘?f|(<2 ˴Tuv4Ui .P4Ӛ#pkO8qUxڏl?F ~`1gHwEDHfܶykODXY:4?k{aR@a&Fxl]QFw5F!(]2y?T%gMchy7һ]k4Z+KUh'F#(+ 1f褦15˜jc@cUJ,MUZƺkQ8NW#Zk|5L4ZX^α,5au\!8#3MU2]*n 1vc9o: m`2- +S`y};2|0%5UieI&,GW2g`dHYFn@J#( b/(&hd5UU]ՂhTϲp+?X W~R~tg VJ85μĔTg6^`.3U.E;9@0:hcgZzǽ|{Gk>#Ft fY`,/.@j^&4x'>g!s"BY j!Z" pIs@,4#޴8KY4$yHL8SJLUŘNi#bNi}],|ңY{ :KY]PK,gu ;K˖Cz?K]ḁ"]/Dͥv2V]3 v/AslVlVl ւlփl6l6l ȶdE      d7FT"YU?#[1eYkY1e.kp\.;˭]|)Q|9,Wov-<%/G\ @}:sv2 U$&$SNmj؉m'N;qrGQ0.sB]Vs9w[;yUuţAmvv7V<݂#hqqs%(L${ؒA=%Öd"&ZNf^<ˇ?{i ˡ8:~ۇYe}Hoޤ7a#w)vh?DA!H3{i~D/U+.n&zIˋEg xt=]@['@ %]VQ-*]!tn@_VA{Z׹*y"7jOdA4ĥ}?n?Wƛ8/3܄{xdo=MSm[*'yh^jWq"sM<ƾNn- dv ] ;Av} dA= ;Avd@ȎQ=AȞ,$ƟUE;nNn$*-pYDތ<7+pB@Nym`JA[ ܂s 7-s8p܂00[V>1an[Oansa&6m}߶ anS0R3 LU݅i܎܎0[܎;ܤvIIVG,;\#ĹCm2T6"'0Sm#Og I*z~wj-N*R3zC砕vb_ݩSl1pt蝜,z'iL)w"].NrVwY8z.k琋1[ptuC\2q!Regs>oںkm݇ t@G~:;:,,eg=8(R *ي$xЄIZ`0g&&q"̃Nߋ7l4UmrF=]wCUqW=A:))%19Yx[D0F a>;DGl"8b霤#tX9IG8'=u.D xH~Ct_ԉ-5UE%G׎rEV^;k1w *Y14c،CcV$G2al(MtAGXPDzoVzK=v٢׎[D:{Ǒe돳?DZ(&ڣh[e(=j>ʇ"c6g!cg~ɝĹd?Kd?K~< ==eOz]4>-$ГHBOr =Q%")_K?[ś[Ufl6S$ EdD {dς9=@"^ {d57@vdo- w@. d#} O@)>%ryC> ^ O:aͬy^6үFuLPxCv l7y@7y4֓¼.5:Pry>Id8iInZxSP&Z7MDzӲoxo=a0-/2B-vB,-v::so6{@o#Vm#=ryǢ.1J.AwT҈Tuh2LUwuWuNNM]lwuEwƻxxb$h!{g{S~_e٭8}dxj=G c0,> ms){} s`Hz'MU# 9F Ӈfge>]2v<1+?612|l Տy~vm(;k('c Ч.PJRR\8{ m5>)܅.1%Q,t/.!gV}=ڤc@q sb\Rcbo4.a>W)XRՁiQjRrQnS/6# H8,Bdz8Q;MX4|Q`\tH$CHZ/oEd%z/˲ G3yLZm͸ٲr߂VF15UbHXDzyG=wy#7x523!O%S_T_>?2S?$H@g9wgp9ô8g !~Csä8g Jv 2yytQƾ( {Jy\.KQ1~ꂅ ]0r߼v]1tћfY$hEuC;v~ًHtQEQY;kJt;Lrq s/qN%Dd^Kxh[K]ͷu\,) D9* @VdeAVdAVdAd        kAd@v'rcј8o/@>uK%*`nJ%বlt>obi F'#6`dS:tK'_`*i'@_Ә^2*f4_P,O8@ehZ&weL/;2TI,7ʺ –M lY)`a&`,Ҕsid rHSi!M9ӔC.LT,@}t#MykSGrw$DHB-8 N#S$NmaWDX4GY@Xt*"VXE!L6s8aS|䳚MIw'}Irg ?- ?q(%C)7WDh뜐[IH0 uNdOWE/R«!JTE3r/ 刳 )S9L Iᕁ-jl*DUDU`U,/߬jB Z6/9<}*U@R<5U  jTͲزVATDS=6<pSy' ᩎ+c weczea1uWL58QU2H0j$!P \j Q<,YM g©ݗyfMĩp&sίfM7Uj.k$.IV'Y-eMZ}rĹ\+KUY=TНOn{冼Wn< rC+7DHv`Npӈ<i[F8xЃUW`X k\0WXa+8qΫz^^MuMcA37_=HX* U/_S—*gsx|Zj(UddnW;Dxsx hx5H^;70ӕ dMAv5ȮY35Y ] k kDYȒAv kTuYGuYg]. n %—SJa Ϊ&܄}&8ǯhDJFtRДxJR[ͽ?>|՛MUZބ*TJlIx\%a7zJMm")zM3n4M-Kޔ-ySWW3ifT3fSuOѥh.Esin٥h>W sz-,]䵅4@G> ˆW2UZ'}ky|kyZ<;JxZ i/xm<-^SO+wKsB?kJT܃Ƴƭ9!5n%p޸p˧v$]IP$3E.?}3 qJHUˌ gV􎘪GLd4Zl'jdnd:bNOAE#_AI4%^AIi6N$Wp ;F_Cvjٙ!m=?T%g&Gu:W=MUZS*"TY)MѮ8<]-+]qtsOJXat8ݬ qkct8ݭέqz8zޯ TUr6 >V}x\+ QI=A dAd}AdA6dA6dA6dCA6 dA6d#A6 dA6dcA6dA6dA6 dA6dSA6 dK)'gE0`+]*9`+TrU p>HyOv}=-]!}'T8BLO{~WemAc,LXz!L/0%cG첑{޼ u7{:n1E=$`Q>'L)}pզL}1֗n}wqÑ 3K0 3zJ8]d q[p9? y9q0` `8~[@Ca{$&=4g b8>ux % F?o0yf f?o0vA%$Ca!"C݀ ZDj&7B"P+7i(& 2̍k,+&pJ<1 q)+$K* 86Sp8BǼ4q[w83QAh F18#,c0L4MR;&%'GZ@,l2F* Yv*Qv$r:'%ɚa3BQ9(>g.hR j4ރ F#hk>gwc8ug Ҍ6Ncp,c99/&^KX^"Xk)KXqE80f\yz\^0]q:Z)ϊv =}q<ŒW-#7v)#LUˆy <' kO>D=-]4rOFH3QȢA3T6i8vLJ0h'q$ˆ1x2OFɖv|2Lqa) F>4{SfO1MTf{PSqTęjSyis:|gi38xLC&Sc:uLGQt>꘎"X(qSnU?Dq 2ny2 )>#X΀Pdi KYB Le, Y ȲA(rA6d1A|Yl>l!l1Ȗl)gxC{& =y5 gp \2(xS - '4~q3 qҬgG?pLw{+YV:6O:7O:[͓͓{ )QUP3,?P׳HzV`ֳHzV@!SSB !OȊ8BO{Y z>z<% D})xJX.O8W&ǹ2&ӊdr GO;zgѓYۑ@Yv/{Y[aɐNX9V7糑f[fq7dT0JNT N$p>;+TœS|8:y%<n$)@Uvq ,Uv|w0'<GW88z؃gqg,P2K̖~21:~-1U)9f0 @=|^ ˭rdX!N2tvmW h`J+u\g[uVr]2˷DU.L;f SoY%`o/BUXJ<_0LUYˆpj4ԫPFՖ^͆z5Vko*ƺTZl}>h5`އߛ[E[ ~ٯpU sT%zC$b[0 :v dCiRRDEElMٍbîjޥw ET?;3眙?^sf6̌Wq~q,ŒU0Ri\Rl]bq4㌙i3^)K0OJ4ׯtU♠ȥ5gax&ᙀ+_Fٮ84ڟAIni~"*pf"Tr&l2Ȧl*Ȧl:fl&fl6l.l>l!l1Ȗl)~2- *:ƉںDc]5UjXWڪvD\Wպjꖪu5y.UiOx|I3ɰNBO=>m&s?y&dN'xP3˛MA)}ySЃN=891Ȯ f٣s88a햪a~[܈zUWo5ֽ(Nvi\&<ӌsgӐg#3y#tl3615d884#~ lNv\{0L<4%DF<噀#zj֑YƮu,Ay'; f!Ѭ~Y8f3H_dwnw[[eدXп.'$"X[ȳd-|"[(ߗZa`YXUBbM/XrlJ_m҆IĒJ.DFq%WWblU) Vq*Ye4 ↁU5FO`'&&Zyn5VD5R9HWZ`'YGi dZc5h!ZR1\-/XkyžuUjWàd%iQW\uu8Nq #IހSX/ҽ+( t)b4)/$o9\5B) 0Jq3FFv PM _Ad[A dAd;A dAd{AdAvdAvdAvdGAv dAvd$Nwٙt|bICh6k~. ƚk~{SۈHi#"m462FtjlAnMӻ 6Dh&כ:L$_\lYw oz;6+ yfW}], _ W/PWvbdo %`s-ȴնpVkzـ#VVd+_Mfׯ&WlEmR mnCmFPm8[; I9XΥEs.v@^/v`zw h@Pl0$&N;ybD'ɟl']&z!C vChn춶cČލnw#|fn7&{:/@1bk_u~tQn1nyC^E*y|~(>5zdUkE^;ۋg>};˛(-~L;sڱi~N;l>`fQ>BW0zp+W>qA=DS=N @Y5(QJ?v۝CHsȰ;©s؞:iqA06Ft8HzIctĩ}bb:UGx21vn\Ggq(Q9jQ辎xC"CcLt DǘN4JE XI;Εt(Wrq\e'U]GGd'Dv >f}7kxhMaofx؃eaN>$œ4IV' S/ s S͟BSFhxCSz'&F7x+ߵ=;nLyi+YSq4vFFvhX(%gqgQd8E3X$ c20<0Qa*|Ǻåai~/ Yߏŧ? ud@vd@'./]e]U]uM ; {  dAdA/=MWOD_,oðu+.gK' VY(tV Jlt6Mw"Ytk[>ȶ߷'ꪄtAJ Gxs!ҹs|Zwc<]#y"gxq$Sb8_0a9/_@ [:JOǻw?9y4?9v`IE"9@"qr('v/?B/?BKO($>%՗xV_BKƬij0'*2eIuop "0J7|?M;0ML9nrqnfׯׂĄ]6K-ZuL d FzH ?|JI]zDSDA_wzCCHdD1 Qw=هHPɷU to>D6J#fK!##L{a#,3>ˌ|ctgٝ=Fdž;{1kÈj /o0@&пhu#0|?#| x79 .ŸC""p/9FOb>~Ag ){&$L3Q>arU`zz(e,d̈9BY; qFegT0+-h| SfʂLY ,̔BI o>8+NnlNVGU.ϪM$\qFDʥR`ͱ! i:[6MgClztlΆ3(=)(Pg`1{ّ){,f`1;0E8CDV;vDV;v#e`X. \x|\h#-F ysԡTjv?<#*RB)K0Tɱ K\OWaʡ SWsd5raOV[WMOW92d%$|V-&N雊*:?kiODJSP{9'Py SH \B\Fܖ\hr[6@|:_z:Sq!7`*w._!772LeCnnT;MUi:ѦSo5`#o /e^tyE6/b3;!Ω|cN9_~{dv3Q~$ogҁ4",80P D]"3//oy} [^`~wKLU FL9b*D GL1+dpK!B<@1@x 4*LPFuq 3$ޅ_-@%PT ]K^@W%"PZhEV"TJ %OVjLk(@E#'Ҝ~љ)dᾈD/2ыHA"DE5'GWQJRr0Ͼe@XLpro ,7K&0Fh"EtxFZ阴?Wtz<)V V K + + +        k k k*AX_ұ7uxx+KʏvKҊwU*bQ%p^JvKU_-iՔ(aK8I Y,8%%NT WڕuUJ_AF/qTҼdD/qTҔiE a),AD))eTKq%~ WW6pZ)lkOFj*wuK0ΑzD͌Uip؃#}ieؗA2/-þ NY{p -kXeG"NUiyFQr RA!PfrZJOy; y#Qy&*D\sy7T !O9VWా΢,U]8oָW )! dJm!SC)"anLo( -R5 T8UFW!a7:Dj Q É`'RRM{.b}i[ TMkÇ js_‡߮X5%VT cjϾU*ղh!uZ\g4^-.D# y!_R::]CFum޿Τ{V fp0[qDGhlk]6B!~_?E[=n]kxܺqSghDe!R=FH!x-UHژkfκ* 1cc}[i5ln*4phjk`X>hc?i;qڸh"l< ِMdC"l/IM"o)Fh꼞O3j#jdHꪫjl.cc7FFݘc8B=a>X=d>L4{~(o1iS4\,/'79Z%^Y+WAZu7Ado-Y;YuY'uYu; {d@Ⱥtbeխ/ZrXXE_q7.,\XiR5Z{Zte *ٝf6P|JH6+fioh@T-U@?zAwbuU[m"6m yQksZl Ѭ#@Fւ>/l%;p-ٱ3C> Z ei﬿@/+ }7uUjLOZPbP+8_9 bWxNU'cB6WqʳUDz՘E,zs>-9kF|hU_D_XkHMFא5\vK0Ǿ9:JYXk %%ַ6:gZ+iIFkjIZkQk*54Dh^g:BnX* g>ͫʼn7t Aϻt~ $zC-疪a}{ĴYJ%7Ȅ41MY~T2ś/ky-Ҫkc`BZ#x4mA6Fц68Lo9Ô -zG-#2%&R5]Ҷ6ovҺk묻"U[jTmHj5wtTD#CNe]6&os6m|·vN?&wa3o;nmX"iXtUy흦"녡۳n@ 'ܞp{ViM%ziy6C~m@BWah?"-BGL;r:Ў\ 툦m)ɲA"ᜪD+nꜪnRĥ1NqJgl)9NquA n=v.Hz[]0aj'L7u5x+'_?~lPMWjjr+ʽcʅ#`{^\}G'wcS}]{D1N<}3jWyyލyW +몴9K[xZnl!!P7Bvc `INmV{2>nfznɧY uw}ݍAkznf* y=hL7bz_0ɷg8?>2[[]tU*a`s(?Gg1Ø4hQ$,DAGGh(by@hŀ XŁ,d>Y/AȂ K , d KYoY_>Y}A G{h#cFcZX=dCkY=paP=n^XE*Ǻ*9{ a&lNcp|<8>4C=-3c5:'@=z9G/+ŧQAFn/ly-O-l~6<}0y7R?~Ip|(&O8 ƂO#`9o & ; ; QP( P@$A r/hqF/h{A$ZQ7@%"P%b~M?&BQ\+mQH'\QHX!$ I4e&ZpW U̟d[U:u"%:u"%IM?, k}dDJHwK0=rJH)RrZ!K)8Rx* R1Rx*RvF;bDDo\iyFLoKUtG[@+U.=!~W P ,U@wTWW`:k}޵/{׾hSk$G*R8He瑊ɂք~\@Jl?sCCC0BCC4mSOQ8o ϷG-aX*)b}!G|LGQ6J(}%Ϗ1}lS>ŕv|aǧ}f@3ܱw>C"ϰ7.>cB 0|0܎|I~O?*\e>79А=v/03/  Fc/Xg_b%NJ_"ЗF%NJ_"WPo|+cjkJ|Y&9}6d[W;ۺ*~QF5@]NB!_TJ1њAo|骂J[$eҪe=V5ҷlEm"ED~001wݾw'.S~{^l#bx hi6(wU8U%-z}g5Ȏ҇GW0|ɾ~rj A4hm{ vQ|j(8 Ƙz0ԃhSz0 q% @C#4PͫyT+P54T;]2*R9NWma6/Ւׁvr8\Ìo70Ý 4QՐ\ LÍjp G7W' L,daD#8rc-$͑F_ۊjz鏳H)6ȃ#UU]6FYiaQ(xFi-<(ɞQZ [*y֮&F16ͱhm&961VMK bnA[9m$c1Ơo4-l)@ K[ph-4ԤxߏsLsDUx[:GtUbIgD Ò8, ~2’8, =ϖGzBnqnsgD9BoJRa DX pr;ƪa/֎զSK]2qvf[q:Mf)Ѣhߜ4$MT }V x[Fx<?OŏG=sOo0՟fBޫ?{'`tziPQE Q@HpPQ."it(MMr$MM4M ,<-"--/ [ [ [ [ [ʠJtO46E5Q,{+t쀳2&⢚(UT /S?W]V$nfI&!$#ġ$ &;XjnA'< :=d) L c gSfaL c LaL5yV3U\<<{~Z3a*G.؜*`^9q(]iv%{eR8 iLCiF3iX+d{qV*>JcUir:y幭Ux*jR@RI|tuGLOx[IZ-|xvajZ&nZ/uUiW’LpIN\Zkϥ^S{-5ZkqZPux{ENdlpZi֩[ikOJlB>ʙp=hp=4%Mh{a͟C?nLQ% PzM _Ad[A dAd;A dAd{AdAvdAvdAvdGAv dAvd$Nwٙt%\b؀g 6g slc7Il֥ܺy6Kui#M) lbó i6gM7N>-/D܌ifN{6#f沙k.q$IbW<+Eq~5֯~E-8b$[8)܂g oEF8H͡jaSmHHQq vc*!msHh{~i;Cڎóq;;@L3yv촻1P+ۉ$;d'"4fN;%^a]8wޅ@~0mei@gh1>ѥoͷAF*ÐVX~ٍw{;o Y>j{еa׺u=Xk\&0^<뿗E{JwZ֙}F"'2V܇DQTuGW%6QB%G}~$oc|:`'ELJ$˛b`3=\">gzA{>%c v P"AT-UJLlR|ֺ;Q!!!nbyMa۔|IItaRyJFFkan a YoϞHޞ=H'|g@J ln7d' a~3omCKtҶDz0(4*i&Iy';MtRU&IvRyGWݥ(#.E9#2LL93tF"唷֟Ho4lQ3ouU~.S  QڇK=LjFT PGosZyU ; ?Avd. ȮȮnm]}=? {G { AȞiK?ٛW>I}#B@|6}EY#6] vU|gJbYASwtU):gE@kz9,>99gD8b=<Z cz{L#y2ӧ347Ggoo,qW]禳d#M\]7yuD+ɮ&z[%{r '-ȷ1oDyVK g86(@od[1qKUJ5|Ii-V4MLs%y+Hs[Ҥ)KUqlcMjcQh;\Ѽ}t߈6sq]UDo\x?@rN3sZ(H䍝TfxS+MA Ȟs  Ad@d s,d9@d@dy@d@d@  ȊEsS?-zSBꖠ .ڮ .ZY\{GidtH30W0̞ÿf\bF(a6xRչJϸTD'z|~_Hx1: <\ϨAj薪N1JNY%x"C}EYZgYnu~r #R/Xs^ KC\z{s.l/y 'LހIj]IPxܔ^^2!U&I5T^IP~%uUHdvQم!Zfd҃. 3S0"=LƠ,:"xZ{uyH4e4w)O 1@^ZY [:[+A](6@=.0ϊ;D0⚕l#&°l#&B7"N#\.*ܹ\Xs!˥\.,ܹ&rdȘFf4X#)],E^Mf*L{d:}/ @F rz;dsZVٟ=ENcxNmh%Ȕӥsjs'JV0mS{As'2O.>peV0Lnsarbns#LF LɃ0y < 's^k2EW8M4Oʷ>S'"M^I,U4p}˱* M>{ḣ8|0YߞK^P~4[M/JbM$4J"UIQk%1P|Il4hQRկ9H5?9X1* Kn(65YsYK V {d5 {do Y[ v k N . w@.Ⱥ=u銘Smbސ#rhlݸjmɮgX[ Z5]z3{{jY48Jo6CfXT x}WMUiK=D;)^mֹ9[ܰ:7!jaQ_Ɩ ׿v8qZ-R5OW yE)fR|Kh-^-й@zW=*9ԗ-D R^O2e㓽̟eZ[YQkp_:,Im0Tf*Ozr9 4>h㓜 +™+􊑹™+$ja^ňU^EW*\|k5c>[ϼ&p72j&553 vGF몄Ɖmlcڅ7GFFGBkHh8;8biu׹:nϯs:ƪoXj'U輁 opacؼM6=o"ϛyMϛX]dFcB[G ZL6F"jI[W%1R|1e[Z[#[ZJ@m5-Z]صh˻mqmO̡`Pv8֎!P;q7}>S\J :ȶ=푨=.2X5Fu@˳)|GJx?'/b=#u4z;rbGGyo c'6KåTVWwG:s3t6PgC.:ͥOMylt?9d"iҔ=zotUrd]mZf wt5F-Op~+tU-UJ{F)pcLwxF];JN5p+w5'8CjNJ9F7;p~uCnW7ꆶ=UnO9=$zO 9=˺*M F uZwͩjwuG Ht]suUZ۫'quϫ}yX]zkEMS6ZAZ)O˻14Š9D.$'Ȣ@ yA 8Ń 2?@Yd d!%,d) > Tه @1>IWӌOz-_bغg zz>E=Ju<:O#x7[Gk G s&QW%e[XAW_QHe$QF!MM#o6h(hVsHmG{4{cbo|0M&*h{MZjL1Ibh] d*׽q Gj,NWkMg_bWbˉr,r,'ʱ8 KϵaZiiiiq⭏KL'p%LExĉWR5se}=tU |V y3Bk'KXTX(wN}H^W GD=ѓ=Qu{Y ?Y-c˯wB^F_/L~7`~㳽i꼞O3#_}R54𧍹fꬫRsK>Kp0w *A Kz4d%~Hp鷐KW#ha"y1hUW@AT򽘍<<@AT-U*%@Ak;5z$L%KDD${$̫'"YVPb&MY(HG+\]>PX1nꬹ]\갊gCUXuxvy\#4! U'Є]HW Ldb0Q w%!QK(JqJ%D ed.%#Ub'sSR7R(R &JA{۱Ih*P7B6B*F>TLJRr# Mf6}a2߮!yt/߾"Q_e#T; %D\$JETHET\q痷$˗a֏Ӷ~HHq !h`5RXj3|"և [:3Jmg#iS?O~dǺ1Ib}dX}k##_ H׍uU*l}bL|&cX4pKU'mR&$CO~b0QLh!L(:nT@ݺ*U@W Pq`Qjߦ~#hqw{D4`Q W>Jg AȾW d߀[}A6d@6dC@6d@6d#@6d@6dc@~O dcA6dA6!]4e$$'O3­~BЧ>56> O1NER"7 g?Cό&ϸ3%zg۟4? vi-(.r9y>7>F1^Ž]_e a{! ;d,<`l g3yc?)pGs fLC !4gPgv1b. =gPjwԉjJͶ^^D#͖gFj=^UhNTKu6($eQF!h {4H40أ`F1:Qm9Fch A1& {%p Xh?Bq~q'#QUj?Q6>D=?qwOHQ ?!ώ?cg4?ϟ3zֱvJjb7ٱ8lLcӑf1>y|㤞aO$Y~/3X3xI=Ӟ)Ij|d?gjXי4蝛ɽs39*~ƦD{ztl^H9/\\BYX>m@|0Egc:Sو4HYgs:g{f'v9(@q1^gspfϵfv\QkX/FG{t.U<5R*Yy%K3>B<.TCyFza:Wj/C|ęwE~lj ;|v,poІuucB a*ycBEJSy=aڳӞEȳH{qڳ[[悧כ(]b\y/FFf3Ÿ8 ʈq %Hĥ7/% |x)-/[eKgK_ 6 mVOs~EqKUgVwUiV/s t:b/îeU y]˸`,yycl9W̖#rc>/ {>W[~aV|^y0 ^+hCT~*f۬W"Jf۬W7[|5 g֭7UȳJTpKULJU)|]mq^OHn׭66Y] sFkh @V |=G* {bbBBkg*[e֠ Zk۠DqZcx^|mi5͵V j>Bָ(SEѬ,OCuFCu88ɰc=l#zgEu3|=|t}h PQ$ա;EY PM _Ad[A dAd;A dAd{AdAvdAvdAvdGAv dAvd$NwٙtMjY6yutXV?=lY 6K5 E.UCW%6>ͽ R y6FN7bNuAޤOR0̉#\MI%jan h_Wl7(6ckfn܌< f y~CoYXe,"ѯFWkDo̹pεa.b -?S*ߊk+HX[cm6yHjq!a2m3v 6@ |ry;~o?ڎD]GcԐ+:C@Fjסvizډ1NQw"N#iNԻI-P߅xrxmW*#qv5\؍k>9p16{p6g?%iՁQ@{{/X{:W"^uKU0U0.Sa}먐 ?;X>DڧXGT #=7Ӭ[UiB }?7rG+}& Ӧ=`x206h*~o__9k"A~mA6 CߗjpvC;.%T0atRb'ۇFRHqguap(I9 d@vdW@vd@vd7@vd@7nC=c @dOӕ:s'3_'a챴SkRyTQj JfԷrUiu{Hyճ,5z;roYL<q}9Qm8ՆsߟX_Xߟ<7bG𾸔+ًHtQM/ "TO]_ D/K9V8zjO<.9_L%.qNv q.9%..u& =IbV_uvel˼.cx}#銁d]{EWBz-ULJU+ \F|aF|5>~!oBPίF5(H׌lgcp]֙7" q]9ts:ϡ똴ްVoDй[f78T7] sWM{{MH7y"DD&oY0F [ZA:R<[Z[+]Jh!ZO_=`nc[KۘFo-i'm36JVۈs胹}0玍S[6&;xq%;\b_= > ECt ]klgW<|03ʯzG3:hi>7}v1@{`h@&z;x=0v\L8c),W{GMǮA6W86yl"Cc7!=ĵ^^=lgc瑑=lZws_58>Uip'&Fdba!F!'^FO>aCqV ['hwv yBbnSޭ{DO ?SjV/ o. ,am͛ĻtyD=p)CdSF=gA2,3ȲyeY6eY\ YY.YY>Y + + {d")矽TUH}j^Yt.WI++Cm"+؆%RR1J*҈DOEF'3F:^T'Qd<^ <.) Ȟg")1}&gH=1}&g'X"&LÉ} "г ,=k=@P8]~ic99yh ['wy/S$E<"1Ʉ0"'S$FoXJGb|ު|$*=$f5|HgEz}>k$f`ɦ7eěܲ!MH&lx[6\?5!1E,e(,;e{GbTv{|d.={D9gsҸl?2֛%hyC;BZojfJfvwUaPt7>B)W$Hd4W$HA9 ɊF9ػ@jpK0т浻VQWQiRb/O1sFR3Ȕ3RvrFbP. <Ѳ,\lr!P. b3 rYlI!|;7z9r#Rnc浖]k˵REYfy'7˃,8ٜ yz"PH=A j^ʧ%^liը|OWR5 td Ui~')+k~z9 Js~$ʯ[ՙ]4ϥV* Q;ĉuV' hCuO@1xLC/ة 9􎳇:⼠p꺥j6?q4>s dT*@(HŦ\ [DRȠv E.X!*ҾZ5]\Ha˅Q%yCeRV`JPLTX1%jI>q.bY7RD3N%/YH"QH"Ů/`/n(HTpkE٭E`OH "Xi_D#5/EWK{O+zM "YΎ+}Ő).{M ^q*8NJpq<\Ypufcss"j#Eݩ8ԢJ$^Y)YY9YUY%UYUY5UY Y-YY=Y5Y#5Y5MW!cD8'qa7BŹ.Ts :y[B XN` N @GxcB^WD U*P"BU2DmJl*!T%#į!~%l@Ņ<"l@Yg+GU9R]01=bg*-_ Ap 2U1UZ3VD.kU-e@U#4jPc]\5%yT[ w561ǫPE+Pў$o4OшWg#^F:hj)(8J5xj M #r[ i745&4YMf5M m-4H BZF\RZkk?|nJFH %k#SmUujIAJk֙cT@u@u rKU~VW%_ri@XZj8ZY]ĩLQQ]zVr%%ȲL=tCzƤǓ~'>#P}c5_V` xB"#iD 500Q lځ/#osc5_C.5D #񆆆٩'Al[FȰH"5^lb"5uc]7FF1׮c"J$Rcz &uƣhA6ݴ5n0N2X-&Dd) Kk»C^/^l=]EîiPJCY&,HPHz 3Y>o'%d#Ni=!*ĪY( g „zAB4B0^NE% {ސQom`z*VQ+>pCơ$G# u5d0CMmXPd-,>`|Ν|h8w>Fke3>Z<V@\E!Z U4zA뛔"!oDP A^oeRE j ^ELlhN!"YĆ流^6D7;ʡ81Oy $3 I3 3Ԯ4RaBzPWUT*&` SRX:Lۊ7\Fzrj0Hj2Y"A'$oHVEQ ,#Z-BÕ0D CBE-$<6h5 V#`mNFhI86G#epDBa_@(HKsi#!Z.m$Υ[F%p6Q0 ÐQ(^ Fo_ciG'8(ҎF FX9,*exQ~8"c 1g=cDLrf, iv,d5V ivI.u~*RŚϥ&t ڹ>U4O^:<KX RX0lX`A6`aEX `Y$l2l*l:fJ"gm=ùqwrpqtz"bƲz !zp,Sr2dak2`# (C2plFY*ItAF>m'|x">~ex8<Ok A a'`w6M96f ZMm6|Z[|pÏ?_?i|2adɄ|2 }-2Z^kP$utoUtt!J<bZx}my#A*P+P i !<D'x:5e"&BN5:{։N 0ta8MXsa8P#NoR?˔}N!̧ZzZ|~8ѶDUu)vw s"ќi t#SYM)83S팬*F3yȮ$4B)xNAB BƇI.( f_cƧ3[8ِl@Uy9ٴh9m|?@?Wf!\ +L:fxP{'X=Y=|i|hc4 ͇w$ջD<^k (v@Zy-}O M)(m mKJ¶[n!P.cمP9 e/ Y"J/C#AzbT~1^*Z._/rc.ynKp-hnKvSiKq)2.tjCƥxȸ2”\ZqL2.Ce ,F|j9TXŗC^5_U|9+l+xU XW+p]VNCXI׎SEQ[iwJ+5Vj)V V$u,U-\e/ {S}U)Uۺ] U Ux*̭93FEjh VcS2Z%Vj8Xcx[)=E=DYfDk1z2z3z2zVc,f,uj%isuDjwRZǔ$Em*(W(E"PcUZ)Ti=V0o󜝷 3)oGuss"7?G|r9y'ɟWH9yy-<` 99 9뗱~vMGRyLlɐM&-q '6AlPj&D7ùxf3Yٌj6C:8tYWrWrW Wl+8 6* /M 뽊 ټ{{d.^\^dZ55X?lyױy]sc:dfBg l(^ula60Zlnusb*zV{[ljೕ)BB>[ELbQgBf*g=&PA[ m6>oyto8U;1 B7B7mwn8ٮUv\=arqވ/=Sh;`; Z;)' 7q&d7aSF&?WNNHiNvI/f 5v.<@b]8nL:1ڭ :vO3Uec7$[ yc7zWREfq4;͚0{`{ =Z{^9-" m^l#BV{5#0}Kư&+o{Kt#"8EF[|ε߂bN0Zy5ME)ύ\I7ZN{◈#?% % t=7V( AaQwv `8 )`>y} `v)WʓO4kճ=k"ѳQg^`=$I/NZ1YUaLYL7ۯ D*K"CR /E-R&Ϊ(rpFt@[rQ9)P E`WŽUQ:P F~ڗvPVR:Hv~ٲ Ad E){RɌזf(V;T!^ax2:0:IG FxJ=.o9e'=ҒX9/qg0bE8̪Yq-vgՎ٢a7ׂ{>~z,M:ؤl_ W͝6I' >M xq&L6$`쓐Im}O)[ {c*GNxsJGNxTӶR"©4֧!Ӛ>i؝!vF[lY9CtNu:Ng 3wNbQNU.t*upf,L Y-!r'Di@:w,xHm< L<~h'Vχz>l>ԪC\=®~Nv94Lנd aSx\1yd{##8f2HfO3|}02| }} }y[c<:8: 4<֠P> >''Z >3MH'\c x tҹ9 ؑ^}S~4>)VO!O5)\BչhNfD:"\r~/9 ]LP_K/B~vKе_®sIkK.ds^s9}ܾR$W*PB>לW ]s 568sgnCx0CNk8p?>/ /0/ /4R_`R_'T8hPc}i]:֧pKgMR%Ԫ/V} Y}i՗XZU/S+xW <|k[<`o270l_CR_kkl]QT8l[A70S(-NB6joqv[h0 fjϕwv|j;\;A>;95> Z=[WU8pR&~H&mnUdiTXn@>74U47mmM.&^vҺѺi݄-rrrG-I$_#Qj!E_2OE-;lim-loA24x [pHRO|ҟ'H'mZ'<-$=\ϐϚٟaF;Q/~~t~п~}~ʿ Ӣd~n ߴ 7oP~w'E ~~'B3>#eiLh4]/:ǺU!Ms >b:$<ٟГ=ٟϟZ?a( yȣ"6 K"6 )Li g ߸o A0o)=mgzG`OKּ|mse ۍz)6s[xQ~m<Ļw(JuTJ_Zk:W+tJ:s z\*^>Y.0Q+dΔT`y`V`V`V`EV ` s ++++;SHO.[upYj@‰m:(o<0\[.u;}/cxb&8d& AV\jT|UILv.QGIw5 zT{ LR +КnOqr54V&>B BJ1RARAL T<8- F<<)Bj!W AN\jZBSaSē%5N2C]3ԅ!.5TA!" h0%TZ"ZhֲE+)*]I(BtQhb P)Ygb.*ybN1r) w4&SQʨQA Ĩ_SldLa:`%(.a_U,%.A.A.HɥU W PrQlICgdrC ] b[$dg]+vqȩK]^Z\Q즪(jNŒ>i_[ n% ZVG9X)ٔlJj$%-%ݬYA(|JA>m>rkBi- >s}V;Z)-`Z|>stlU)u14챶Xhu$2Q Tƥ*F(TVV8#cʺ1e!S$u6M WE5*':|4#ͰU\p{9H_ҥŒȗWL:tʻ5+m[E٪ .ъ ʴ 2TpL+* 0(hN5U C2ďq&vjB65GM ԲZpX kA6dS۩bSTmR!ZuSa,Y:pDV@Jua<>㎺2G .֟P]wŽ.$TO!Pw#z82 "z82U&72JY ތLo {1n4z]pwuʻ]pwpwwQfz >Tͅ=Z/fz'g]=\ p@N a~0Z|nyvSEQ(Ed[IxңdB-o59MZtZ„UKj V-qª%VvDi[W+lS VZʳNyZY9h!ekD!ւJ2XE Y/yaz tmhiѬOl}@ֶLϮjYiybD[<1-֥Oh n|,:o4[g/8 -_tRGCUQOC{p(ts ݃C{`eW#Oν:9^H^AOν:9^>+@*>>m|v!oz?ds?fs?ds`'E \CTQĦ͆vxi9vag)ӹrZXie:[7Ss5비~[D';3 l#M[oOU[ѯ_[-I_%~6E~o렊"6ȑ6DFGnmm!.uo{%P_E]=Nlv:@>4pQݳX7% #\IuԖzvK=;U'Qe{w:aB NZu­ UdsgvqagȦJS !.DI.0.Mm ~;XW}4 w˄B:]5u+SΊް'E}0 аdM аřݵHӝ4v3ʋ6C:E$ϑswE![vJ)CNz:jHErF=]=BSO┧f5p 9dNbI,jq=%f}*}/{A6n w^p[Rh7 ;7m i ƋzCc6^娟.vi} >K]Zb.gd B>}1O_O_̧/s̯'2~*j!1T'kQ1#SE-Fzmܳ٪(m1shc0lZS65f է`kg 3P3 RPw7AgŸvjS g<2HTQI.k㵁!TD(ש܃61GC !HgFg3jP[[ شl*l;El 6XafWND:}es眆A:ô9axi3\C5:pAϘ騊":#:XUyWHgoUzfZ#H<5%GH84%(y8 QdFi^b 6 GC21ѐhhLf4\i2%Vdy;10Ì1-Ì1.ן{•cʉXmXrb,h>"[WV1:ZZ}XuIbg9eƹrg<KX RX0lX`A6`aEX `Y$l2l*l:fhHD )388رi٨q85(<ѐˣń P၌l.}O[mëM|xN¢p19C:1x< 2 z&Lp|~iM>VZbGٯr2 74tK[2a3'83!L-dEAOVxJڗSLC*}#}[BCOHdG&gG"h+ϟ~s7O_ߘM9WߘH~8ѶDU5Xn0/~ a<t¢ZaeK+Ue".9ɟ&q`!67'nQda60ZlƗpfZ* @)|*oT2R^.(> [+fV0Ltb{pA:1Ű Auβ ldaɂɨ,<+([ 2pI6D dM$xI6IN? $l'AF4= IQdzy@F9ZhH &c2=&CFc2=&n?Ev{QL2B.^uU% MaBIyL!B_vƩ*UU4Ue6&M%F0jɐNS!h-OAO%Fqݮ y*My#q4S iZsN}Ny.t8Y7OMdk |tfH7f6f43p[f-G3`%x.O͕bb\iZDeb_V"_>s+wfj؃{`6`s6`-"--2- *= 8ؓ{ `Ox 3 FyH83aϚ󙸟τYr|hegfA>Yxny%L>!>Qs2j>5g%3jԃ.(xPSrN[48 XԩmjzH&{[CZ R+hAI,dFHf;$ba 4@!Z =ҳaͱ͛DP9.~4GssN͝ c׹8v b׹8v se̓~ yZcx̃^7%ʪJi\@Pz(MfarY@Z}MREj?b7pdєb@>*<#JSEQwhbH!͞u>4_mqo{Qϓ/mm o[}E:t0s xwBjKݫZY-Y|~4Vr")AV+~"Yhe#`gZ9_ybUgʭQžSY y-ΗYLvM?0HEic¾ b ?,%-R{lmVZ/CxZc\1.e.1x9Lk2Sb9S2Hgh1>}u2b˝Kr`hrhp:[kǪVK Z8Xr+pqZ>ʀڳkJf=+{mx:*XCp Via*&5ک!3_ lV{,WՐjfc (Ϟn~ZE5Ʃ̘#"5pa` F[X/,X,<[S (\(^(K](^(ٶiՒgxL;V#B3rcc">F2~nUQ=nGn *8w[v }y\Tq%$養"~ , h 0> ͓6LZV7IO\oMzyR 5IbIO¨); S0[Q~]y RzJ y+SD)Z? SEQJiLɒ~!54O$bv>s9m__Ft2E"t]-VH,\ʝz`l9=`/%m{`5- m{``ol'vl7l/rݙ-A4j:S"CŵxPq-*D=ay3pGoUEQt7@2chrZW<St%rAaQwv `8 )`>y} `vɕ;O[dz`ܱ`'{$u}(ʣwi=x{P \~~`W.%ck$=TrqH鸖9s3aý4\N=1ʀqS"['F_|>jnUQhb x^2:R70O@vviSԴs hX8M-/'!:xIE- F囤OANAJANiL95iqiHqihHFh||(r>swZ|쎪(RRE,Mţ鳐Ym4}Xfx \9Ns>|>xtV{,2!Kh!h!C8$Dl,C:Y9lAV)™Lشf V+\] DL˫?"VC{w^"s4GQ_7 Ӑcz J+ͷ)cHcQQXI RE:ɤD0?y-?0D"'ˉO:?Q"6e''.u'x'p(rAE.hdsA.htJoGQ} GѧѧS<8E~2('{A.!E6 da.Az K%ͽ^|.2EZi} B9#j\N=SZDk.rg>]5}/v`_+} o-`7v`?~`7?'`]3UlY\fuVp^Weط.~XZ}듳"gFR|g0 GANig8 +f]'+>_ tEW}=UcX97|2]jbFWfh/&u 5f kZ]mv >c}ps<9$69z!>JAy!@ <Nt^wΨ7%#WZ_ԕJPts_jTAKe/!/NhZtj=TQD+'֣8Qo}ϒw||tsXR*[(B05{| |=y]ƶP4|7)}uopƭqk[[[[ͷͷJg[iv9yXO,~}GG2^c*Xה{Dn ЋZ[n=,șpq4n@:7 <ҸmMF=H(aqS#\I^/s|䛐MmQM(&%&T>Gx|ʏ!])?S~nŧW߂u k-Hq-%V-x'8 IR2TQX?keY#%xT!)H~Vj*L/)6/~l~p@6:l~)_q WW-|¤o. {|~ȣ%~Sv+GK&~Sfa{H~W(eBvK~2R~Wf]dY~'R^;kh}-%Kf{i1ZLivߴqDzٟp(' ҟXњ` k/H/5j]3oooooo|9???.)7@>U>Z;;!ۘm.ҟ\,w-2zJZ- ]i~^JHZB))Ý;MxX^X~XAXaXQX\s8J$J4,<*"*2͠Ǘpea2ܨcncnر/3fil$qngVZYĹ)87"lJPL?wǻQL1Y<Vx7 [l =~?-|@>yj c<-B+P:B6yP:B6l6,646|&q |nuA>7\Eh3lQh!f&ǫM/,JSEn9(+F!X7 @:jV Cr ڕӜ"n*yMA(Yr ٕӺ)BN!(YBO[5+-+(rÜ qi˅{ )Ea#2E'{~Or?nUyX3h7dfV0LK%_tq\̨Ȋa8dT\5X8`TfHd%9Ka$U­4/+K@K]RZHVz~IJb7V)QI\G%nRt;BYR޹R'{JA>~\)s`ZZƬLo4s6Jk_74qҐSi4oeHx2ZM%epInȪ[][ 䖁Tv9)i!U:̲NY᭬HN9PN$j)Gt>|Wo9et1qx9rᗷ~ceʑ/b(vv(/b(ٔw'ʻƉM бLm;`Wg2B|)UAĢκ循(m yé:*jngrqSEuI, TQ\J:y(& {uqz.$TWK齺P=P TBf BСhczP=&d EO>C6@>C6 l6i4@c#7&5PeƤM12,"6 m6>ڗĢr;~јHE||B"FqTiEqT&.OhD#mt,&NұZ'^>DGOd5=z"1c"Z4sMaSȨ6w6}[346rRR?ʩ f O*4S'EEoYtCNsri\^LP4^ i|Sl Ȩ`>EMUQ[>ٛ=-U>iI|>j^-9|Z2SE->Uvy|wF&̯? rVƊøJCٖҘvXcm^\(VXG1X``= ``Cr*Y%f̲?`X ,J9fRJj霑`2|rׂ{=u[{`sizF&fӫmM q[TS~SSAS!SaSSQS1Ser۟۟J؟Jڟ؟ڟٟ۟*؟*ڟ*^tQ?reA[#7 oT!^ |/V{ :&Q?(,(g]uV/Vjd'KV.l0Xn@u $?:PF9˱;m2{[Kb^?_|?ynwgaJn@JɖG4s,;*&(.ԴKkj/39`C6`#6pd3ljai-=;8p e,Maݗ-4b6coc {pYcqׁ27l{G(j ?~kN7Y ްѦ4Jtˍ qQϺQo&9#~~YQ,P0GEn2?0{Yq}L`\o߷Gř76nYiow<ͺoא~/~wQ%L Fq#&f߳~[zoiKUbnokoZ452%cFQĸҖQDeXbc$|浂df!1ZW3X֧NfT0?2x7.6^3KW5ˎY;?uR*ka*;+*r ݖCZj}aYH/F1i*.,Q]_f$O**BSU|*fi-WOnjM2LaV ͢o~`'nt;ToAFwKrՌA3M'^M &jl42~VPם`'~S#RS̯̊L- s+o߹?*LkFFGZ?cimo%7^R.'k'{K3;RR/R?[5s.|>hVt835JR vDr^?;-NfyQo'g5i1мԼKG7yWcK$?'wN(UΪoմ BO.gܟ+7_&f!;f7A-ڿ 6K) 6Kl1eצfJͲ7t g^kV"|pͪwp +wl0muie曮 A_ڴ@\+liք6qGi9+jaKQ(llbQr;oykV^{| x#IVuB)PS覸Fwkb`z:"ѱN̯W V5g("<+y̯ rGW0Zd5 7Teݣa {T(D:u5Hojc覸g:csuf>"󼐹SL_Ұ)~6[5MEqFqKś{'k77 dˬxmSyѸop|$iwZyw+;[ʫ^cU]*{zx:>߱`++++XqXIXiXYXyUXEUXeUX;0kC C)ta3Mq#tk,tK #(ZuR<-8qTW>OKm}`vA+Ymo-2MU^O,+-ƽhݢCz*_/Z[:J7;OWRIH4*.r3Użd>"ٺW˒y}Ebϛ v?W$ "BKMbǔ?".s0_>M|TYt_oPF%Yb_'9t:pe;$$ecx©|%0TX&=@*|tT/@w$ktY`7b\%P`Pk_-E*#~dD@xB|%R%67;T=A!YTo KRUSa֡.P_-,*MY2ng%t–Fa$^@" )c!V"tWgN)@471TEeG&"Ejy.TTTP)jbRb!3Р)Ƽ3S cE:^L:\L~ ?f=\ :AGJr/]󪏔 mF㒺#1շKwfdJ" x'E7Kܣ5[N,d6y*UDutA70o|`/Rbq٠ŹA}DΫvy+^[u+7楖+a~oCLJ=$?P;{bIoIxӑ .RbQ ԻҌPg*E)EҊ*-M]u4e57_r+2k z2iR\,SYcz}^/} VV{rɤ%!(GEi]wٹ穰rJaE(b#M5S˚st