From 1754d44ef974cd572bc7bfdbe692a73b67e8b828 Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Mon, 11 Aug 2025 12:54:39 -0700 Subject: [PATCH 1/8] copy over indexing post draft --- .../flexible-indexing/da-pandas-repr.html | 447 ++++++++++++++++ .../flexible-indexing/da-rasterix-repr.html | 457 ++++++++++++++++ .../flexible-indexing/ds-range-repr.html | 451 ++++++++++++++++ public/posts/flexible-indexing/xvec-repr.html | 498 ++++++++++++++++++ public/posts/flexible-indexing/xvecfig.png | Bin 0 -> 74263 bytes src/posts/flexible-indexing/index.md | 188 +++++++ 6 files changed, 2041 insertions(+) create mode 100644 public/posts/flexible-indexing/da-pandas-repr.html create mode 100644 public/posts/flexible-indexing/da-rasterix-repr.html create mode 100644 public/posts/flexible-indexing/ds-range-repr.html create mode 100644 public/posts/flexible-indexing/xvec-repr.html create mode 100644 public/posts/flexible-indexing/xvecfig.png create mode 100644 src/posts/flexible-indexing/index.md diff --git a/public/posts/flexible-indexing/da-pandas-repr.html b/public/posts/flexible-indexing/da-pandas-repr.html new file mode 100644 index 00000000..9710958f --- /dev/null +++ b/public/posts/flexible-indexing/da-pandas-repr.html @@ -0,0 +1,447 @@ +
<xarray.DataArray (x: 6)> Size: 48B +array([10, 20, 30, 40, 50, 60]) +Coordinates: + * x (x) int64 48B 1 2 4 8 16 32
<xarray.DataArray 'band_data' (y: 626401, x: 1296001)> Size: 3TB +[811816322401 values with dtype=float32] +Coordinates: + band int64 8B 1 + spatial_ref int64 8B ... + * x (x) float64 10MB -180.0 -180.0 -180.0 ... 180.0 180.0 180.0 + * y (y) float64 5MB 84.0 84.0 84.0 84.0 ... -90.0 -90.0 -90.0 -90.0 +Indexes: + ┌ x RasterIndex (crs=None) + └ y +Attributes: + AREA_OR_POINT: Point
<xarray.Dataset> Size: 8MB +Dimensions: (x: 1000000) +Coordinates: + * x (x) float64 8MB 0.0 0.1 0.2 0.3 0.4 ... 1e+05 1e+05 1e+05 1e+05 +Data variables: + *empty* +Indexes: + x RangeIndex (start=0, stop=1e+05, step=0.1)
<xarray.Dataset> Size: 173kB +Dimensions: (county: 3085, year: 4) +Coordinates: + * county (county) geometry 25kB POLYGON ((-95.34258270263672 48.5467... + * year (year) int64 32B 1960 1970 1980 1990 +Data variables: + population (county, year) int32 49kB 4304 3987 3764 ... 43766 55800 65077 + unemployment (county, year) float64 99kB 7.9 9.0 5.903 ... 7.018 5.489 +Indexes: + county GeometryIndex (crs=EPSG:4326)
8wf=Mf#V->n zz0=CMe>n=zn@~O3T%}~&21@BwEe?uVae|9gsz#5?lDFpA^X56&$!nwIt(*J`Tm!FP zGuMu)`5&iug&r<6BnJpa+Vgp{8O-tuNFwncb5yIdzq&JLt=CIi1}X>7?0YrtB1NW6 z!dXVQ065!z{T7e`X9K$v`zA2Idw5uG_p^5wz$b5R{gph8!%TSGsS~5?Whbw@M|zXj4~@)I5WND*=H}DZqq~2- zXk!*i8S>E))lq4`|EcxN$G3Ahj7|n}ItYZ3Y!GjUj2QN?SSyoQMwEAd{@m* z|2@UkzDc_b%`!+>zBmj8w^t!kSAI3#3btkSn4E`5XyWVa@IuuSU+$%h-YPQ`-qSg= z$jbzeyT2bORI4hlI=V8NlsGGjfB@H<*<7o)(fPKYIGTgbj0KB`FJr(On}#JuqL??< zqoB|1?+=~)1P#RF2heNtctc$iKzv{Q8U!#6%j3~~`_ SmUkK)Ui;oSa9#!Ti-EvMV0=g8{OZbzL6McWBw DG#8^fS~? zMKL-?Iv `3oXDUa-7v}`g0V?G#=N9p}-VD@=PNR)L!qRWa8*x+#ge5xf1HdxPy zxFlvV2xI4zWa+g=Rwsk6NO`ZvbL((daR9$?D&X;s=IQp@fC}02+j1!`&+8*yWqaWQ z5 1W&8ff*YzqRBv$CQGPCIK-Qj* f?2?(cqMnlwZm9df(0*qS*=Avow62sQ@WC7mJk`U7*@t{d_|nWIi$!3s mV$!E bnce|@BCp?q2SnfHQqJ?SZK}ey=C2W4 zrNQ~r?T&z?Fg6JjjkShQVauFm;nL-mM?Q5$-=S@Br4n_=f)i=f5{CpvI=bXxYXQbe zMp?#`wcCJm0k57~mznpg+c_xLBJrHs-5A!pP l29G85V=IcnEzn(g7^ z$>FcGOe?{K|D{xhXKY^wKC}U)?>48=em$=T$kf#}dHz-3{9&rfnSnI#ChNWRho)N+ zQ3F7`90lO6y&@L*y1|t8b!Tk&QSN}Q)R^r1A3ySGo>%tl_4)cd;TA8}9rDP!QmwSe zh;igwL0Ed3@aVrl{YS$b=|pf2*qvKug8j8T0k`@h0|?*v6PEdC5BcTors1w zQH#xMd}aI`OvkdDw$b@XX5?E9VZa~C3tjku%EmqAo0rUCf|QEi6W#7O1O^RpzV{iV zec~=dt4R`9c?ch7KJtQ}dwqw93tSZ-kZEn~cy>LZaDW^%Bd+#OhWkC<{}lN{k!8E| zabmw4DVr#shy7_sDiO6*U(aA&a{0T7W_CQX`{lqKntFZX*gje@s&f4Yh+wU(HmO2% zSUKJvK)&TOE<6zLR-hyY;f*H~gm;I&NgpqTA~YKt9M)P@@et8?LqjapGZ+BVpq!)J z5I3FMDJ!gtgC&cCQQ0%c2*Qsh^geux$O^yg-MifAIqz4z!6*myo)>}AkEGXUZ4`)P z^)Y0|yD1|yM~(*BpoL&oon71{X;UZ?M$lp30cEK19!9siT?=@C%j0I*_Tr*c|D;-) zD1mI5rilNg!R6caJ|SMd7h{L^LCw#=u}4~vy(oLEM25{|W6Y?MK3Lrvx%h65Bha&) zF=xFS%*R(2J8Xu)LBP=hlnCqiXu#y7(HU9#6oZ13fdWMPF-A@%n1C4L|GfX}-3q1F zkaowg6|&co4CYSrw?CC}xnlF1%QzElw#$=cGSPVNL&D_@QY2f01PIC)a~*&20_c9* zlM)Mkhr^76zy`^ULyvU8Ksc+$<8vPPH>HDmIlm(VP}~c~ALmG8+wyY;HSYgxa2_y9 z91+Jr5;!9BhgSy %S1;6U2U&3T71~HQvt)++k zJ+2%bQH=E+L*#kC;#S!F(?DI;SDE{4A4S4(KeOY}0l`U_v(JuP!n)zpW5xB1 tpbV_BfN9+Gr#1qbQa%o+{3w(c#(VvFn z3Fkfeg_{F3$}|ZRrCg8;dO{ k9brtu2NLuq?o( zJ72m|E>mH9IktO#F(H@tX?yA1^n7o!vN7Oi&~Y%bwm*U{gZO@EF-_{LA{3xv<>IYZ zS2yt&q8}+6Sn3_t)^NsuBiZUfGn~ pHp`gS?tRtG95Rh#@dT-wp5i-q{I8K`8q z-0UT^v1S*Tv;QI 1+4!dhP-K-VI9U03+ZA?lDgXPZ<4Hovl!X~v1@K_L)rVlS= zs7%$Usc8-vTRJ|ptO3P+^?Aw9pAbrp;%n;2h9XFkiRX=!T-!%!RpN|(ow#k`9V&fJ zB$FF4J^$xcSX4k7xGomc1;hW{W&CwU8nyYz8i6o3z@8>Z!mBF>B>^s`c6qql9-sxeesyVGdYvr-7P*$$1mgA=3+uY zbh18AL_i=I -ppGB?uUZplUQI(=VGEJn>~xgUTxly*ZDre-hd?T2 z)lJ~hUzP~d#27K(k21#ar6<%rWz7SX!g6$**Zl*Bg3ZD4l+#Tq^{no;T~Aza%<$2} zYN-hFAk~yW7Cy*(y3ri?&lSVAnEww;XBAde7j9t`ekCQPyStSxiA^_1cXxLP2uOo; zr-0JkAl=<9-Q9gA=bS4ZE*5(;*UWE@@eX-cOS3|o>;{)z?x^!-i-C*q-#e_XCb8wD zk%!RvjvShuR_D|@SBZ}Ox1Uz`$0EjiV&D5*jG`|3+zf4*Vco`}Yz|@tSB~KzrnOL` zrmqOrX#{+EB08*jscL))kkB$nm#wy7*jr>nHG11$gg#zaql`5>$=^3=#r)%GEsn-A zwr@ER()9>?9vRN$*{f#~D|^pOtXHmI7|5`gA~Tf1(@+1myE7zMpqT(N+fT#4w!YS7 zo7o&L(Dvk6do*Bp=5MD=%QI6Jvh!~ZjnM59q1I+J-%OLiW4H^`ZwpoirnLfdbZf>F z?fe6#!cSF6XCWjSIzt)4+}$gTkEV j>Ji3`R@ciY^k1ZxS+PQd#Oc=c5T_8Q3<*AY9wCEVu()Ena0$$K{;zu zorRIf5K`$O3ReWKAy!!ik-7+Ry0*9-<<$`3 ~|IiK}V*J$T>HPHa^`)g^3n{5*GE0IxzPu^+N zK#OLK-sxVg9L$#7`hS<~ 0Wk^Sq|act1H` z?}lB(c{G j^YGg~-d^ur*YK|%)XYadRnV%1#=RL!kdN-(q@~8Xr556C| zU*M74H|Si(=NDwI%Nk%r?r}QV!` Ojh{0Sls~%x^2g^bN5HrS=36}gZi_YQRW|{iw;br z3%$33$7^Q)j#W-b^xQ{W8|38%atLn!D=Vk=>cn7hwyvJ4LB&S@Mto_!e=r$x^w!CA zkq^>Q3rGg!%(l+{(_nuvaS0)bg= fP_dj_XV1$Mf0v eq_YKcGm;8&qWaI*WhpOa$<>T`5&XYR zv{yrV`iEmUSTnmjXRZ6r3Q8o%%koNn7jFXo#OxuFS`T|Hq`YTMp(ZepFWnU+)A&lb z_#pk>ZTOFpn7k!vo1=<8!-vvHC)Z))^e# S z_2iL{p&p;p_2_RNk8})SRdw0by~(CHJ`5?kc@$Hat+-;BkC3H%1@a~9syPq9{t2^y zSQXJ0wsQ kO%CnjU?7YJ$Q@ z;wm9Q&0R_^!>#IkY~@7MeKaEsjK>(N;)!Hb0bz|6B)K(E^+=wnU11+K7B03jZzhXF zZ)`qa+YuqmgcVMzHyfSp%s9P7o3f>PHmxo^VdX6^5Aw(J$&7KSJHo}~09y%K2|D9G zGTP`c7i<^?19y~bpCjx|4P4``LL}i&^ShR*r+7+p6A$!Xhg$vk_02JKTkpf1sgm6X zQ!F$qI4TNnYA?R#9>`GLO_wDf4&!=jJS=9y h94*$*0dah+T*-mN&ELYp5aZZ zjM7j~1&oJbhIO*FVPp@l6zJps2sX{1Byx9|ZUon&&sTG(D=(^`=@;2E)0!=g8(s{j z_AB@V)156s`SBW)Dx&=YKl-i7lBaJ%q9l9uW&X32 Z;|H^ej6x$h{JN;|}(JoGaHIuIUQ5;O@2bfq|AIuhr`wLKruU1IXWOsiP@en9za zI;M)GhdhUlDv m_MW^ zv4ny}mjY+2iymLx^7rf>*Qq!6!KikZT=2Qu?GX_}qnQ40asA(X<$7}&dQb^NQ3h){ znD|TkW>}TxZr&v7I2M1sRGLDF>#CNItUgCl>AX2s%`{{L#fj4R`vFR?fcLEKz)Dx? zf>C}P?(S935n pGNbJ!s_{Q^(8!NG9rIXO; zgGmM-8kRmIi&fdvzd^BX*0Xac4oHpyw2-$W$C1>Bn?1_ $g@sDvlbVn;AcAtX2SaJzW6}O_vbixQc~6i#DJB*J1=)3 zb(xQ$i_h-=wJZ4WUOaHjKV6}=x?A#4C}fxwk8PM?>=e?Bys^{U+8c~^4&ikAa;`z- z;4@qyd6R&GMkF$L9P&|T*U)9ZYkJ?Y*`M$1(3A6EIy5VqWM6c}ZJmytJ7zJn5u1a_ zl(6m2I`VjABN+Lna#VLk;6DL{5BMLs?52>ChvFS&!(fCWi;E)ioZlFo^mXWM%+rq& z%URG`877U2b(-;RNSGO%3bLRnK#9orp(33Q5eW#c6|P@HMj(_}ZksnJ(W$B^{td1hZ=JxrnDARdjUu{*ZV_B<2xsH|N-O*LIs)?BcyG@9 zU*804GNLQdSIlC$Jo2K69DnS2O3BC`dRVHLK0$>Tf%IpLH>mu|A8`!TE~4U4h_>0* zc{SzF4G9Qid@z(<-)Ot_1g_EUQnObT+VcVz-dr)mJpCmGR}+r`@GlQ+74 LS@z-~ zU(9fJUdVmq7Be}eW63}Nj2VwF6iD9sjNY1RwPgqkm;zlC$2J$v1H?zJCHJjau{Ct~ z&Wq0^TfIA%g6{NN!TXFaXr&rMe#aqOT11iU#HV|+4henQ)Fnmlr(jCNg)~)!Wya@x z!+!nvoYd~$ipW$YN0s4II>$ph?>0|+?c*B9jX+4wdL1E+{s;aFvYZR80d>2a{L-ak z3~{vW-|uYOWIegZ_%OS8Tm`*54##^Mffu$IH#LP5adCQeVKzvU``g3dZuxyKd#vG# zhRKH7TL45WNlNv-!a#|^7&>}!MT+u$hNLa^BsR)!72>nXFohbltt~ xO- xzyHWuBJOe{=Dk0y^1b z(84gm3#@Lcb}sv%*OsJZQUvas4dIz}r2eJHsb7z0TL(SMvUcSU(W_0|Q%^yTL_xZi z_6o^NKR)Sv;ae)?V?9mM)ff+@XNN-eb-kccm(WhOCj4MpB>VpgPhegBIp=hxvFU&V zri(|@RkFv6f;PKJ^h7md`uvj-yvl`n3_fsEaMWiY)W^AA3?Z56jcC+2j&|mTUWT9k z5lD_sVkFPq62h$60%fXIM+lWkET<#z$oVqoKs3v1*Q$c7#r4oL; t3# 0wddI!T<&8{mu5f3K@6XHjF@7 zThto%=|96!zG@7Pwbp_Z(Kof} ZmN8*WE`$#}1>meV{h`c;jCc7NOA0P{;RcgJ-N%V=*c_ZjCzP$3cS$mHCV z=s(`cyOv&IYkPt>sOW&uH7%hVgQ3~FO{zH8Ltb&ai2-;Cpj4ODP#VFcdzTFKxV>3* zrPP7a*bfK`I a7K956(sBZOXePEX>%yb;>f#4vtT-_rAB>QgQ^6J`YpSg {V@|S+sEf*wm&oMQ Kc?#Z%4g}!kY+^1G_~UQ+NuW?@>wz zH_R+E)xryldIa@L?uOvh8?LY?1CowYzx);~s2G~7psYPjdC#PG#U(}0@AFw+U0zs0 zj0*@ly-p7~HY_^zP=qK`WOzO$y*4`y-gF1C2YufdEAGIA>OO>qAU%1~)e$Y|34xZb zlew5i-0t9FHoB5^ 3-Ps%ax!nhL0tz86|7uqsOe=){*G1WFUQ) zMtzevKsNh$x|*JMQriq0L{rRyJ9WfI{Q=|W{$7{Aoh`=3Wu>|HAu470!V=FMI+mPi zSiYg9)V{rwg8J046@4H#rhZ6!^W7K~M!p=g&SdCKe#@W#$^t&pySNxAWZleBB?+N! z^}E?7YNQi_iARgRnPxhEMw9o-3xDAIcZwKZ$HCO8ga}`ge!cP$Sev2W6!ay@#*sGk z*F-PubqDKz?K6v}v7Ofs_0=o##VipEH{_}M2Myi+{d~!-v41pQDV~-XZiW9j!CtKB zQ88!w$a45x5H7$jTr|0{wi6VaYJ7H|E|btE(3>iqmt?v~?4CgtBT5DE1XNMGciB&H zj}emrExO|R@)|F#@-WGW0qxkL iRY5oX95ew0{@7Ng 1Q`JdZr1P@;4RwL$k8^)U0I9;P4u9;`iXom89>ky3~~)4#WB zV~MK!N`302OcDys-T#s26xp?)A+P(7CA9La%eSKUge0`w$dNj*@LAL)7+-zmfODjm z_u8%L43r!fiE&0_e>5ecySIE?222h>63I8cWbKqFLhmQ6hN3qwQu?#F`HIHm1ol z%ZZkf#!_Ts6q88ifd%14BIOSFK@7Wl>G9`aA*LV3;1K3qV3B8C`RS+G!SkH``u2vT zg2(*adj~IEQ7Bp20iSd*)sFqCG2E7n)W(#0&N@E?O5cbJ@c`#Btmw$GmlMIqv#fxD zMc6Y3k&R=)_oN;QB0=9Y$_gqg2;vomjD$IU=^he}BL}OTZQQ4pbTbY0<|zC0vRymG zG%xo!^Z~)RQ;l;J4j$2GfzWf_+;Q4IWAZWygF?!8J^`%`OTsrdFG?js2S?u*ghlb* zA!1X^mdq;6PerE2hW;ylXK{^x(AEmo_onQsKQ@}yo*YQD;y$XiZm+wE Fx%JVzItMmGi9|N3CQ)@g~FyMi4raI-KBPj`+{7J@&Ud zPR9Z}dkUjCg!wUC?d8ah;IP5z&K;|3=^-S4?Dv**Cs09= kR=Ix}G%cf-F@HaNKtB+kyH6;e63o0+;73oR!R9+6&So+SH7c`pXf zO`lO8(~lGi4-3ti`3N#v=u*43DvUlxj %MHaCNfll)IpOYkKFgz}dy zstqknLwFD6q$S0<%T9D9Y2>AUg{id6_|!y%p=7oFV>Hrq|G#dZ4?2 UMo~^`b|2<@Fn}qSO#rR1;WKJ%}pgX|p{q78Aod z-GsONRVn(E VC?h<+QVBbTqg#CI>2A1Oj1y-^JQ}L4>2~f;t@`%M3T? zgzn2P)X2zpzI+G)mAO{$$9OA-=@4l~Hue92QqsozSn{)WOM rv zEVdsu^nBw_TRO*GdNL&_D*!<(kfEO6>#hh}3g!PyW{)q-)cgESYRm%ZHt792(Q&|+ z-+JRgMn4mJbB-s a#!%ZT)1AR6cuOWyR}_&^2}7b!Y2Wz43zS3Dmb zZ9J|e!-^0G^7}5V;D#A;nXaoo#(x}s+zD=i3#rsrX`B}UUrF=1DIK5?&;!$daVO)5 zp$ZBI{1;YbC1@{!{_=2DR^PbTs<>{Im7kXZ+&9HsFEE?%I35TC34^BMuwl7H&__r6 zG!3ZRSRCg^6%fiNZnR!1whcT-{MZ@}Ao}CnK~AOT(GP+_`Hg?{yNt-Uk<8NEGC2kB zKw6||=BIBVN`n@t&S!EjFIT{SWx~=($v>`&byEBetdo Q3CIg*rf_W!#L-Lp7 zpCzBqHq!ZlptzxYZDJZTolQkw&v1=sjmJ3W6E?8w6l}NqQj+}oQ-uV8Um@6t@3=K1 z0&XW{E*J)tc!Zs>9ls#rUTw-%U60RyuION_!YL7h$R)Cj*mlo{F>ssaf4BZVjF36e z>NM1zs!fDj^TD}Jfr@Ta$6}nT1M!TvDL5j%btu89c33+dyBB? wmd3p)cz091@Z}xjS}=JF5G#0|^^Rrdi`Nm|bF1%tuHUn-$3LddkeC z=Y}MaRGiV;@0(C<)8 rUeBcw^S*{I1N-V{_NW(GUQPS3e zI9=Wrg-WPJ%Ch}aXx?u}P-`@AXTRxl2%Q{+g?D)+*};Wxgs`yn507fgte?-Zj3$$e zs%;WbcTF1F^bpH^3OM2M^?GvsP8AsLJ|Z0w!Ne*5BRALhAb`9l_)YsO 6kK^vxycPjfxfZI8>(!%Hvww>N~Vmi(%!3F~DdN`Bwml3lVI#-5ZL5Q^Qmv;^cS z0kFGoTEul}y`(~9Psv=Pod0uAi#6QaOKC!=%EtvG!rB~KPUos4`bhFU#TDgw9yI>J zbO>;zEc>@8e0(}D*P#*;DvisJkM!1Ka`_ V&<=QH_jW~&~pE K3*(F#a^g97k{b7&(Zt@8dbw|%Dsg&po{jzY@~>}nZ%8w>4 pN!rv>bvY?*x<&rSkAaFp;#R~AS0z?2c5*KbJ!xa;FFIkW`4sGG(P0|vw^=~{ z?S8Rs4+0eIKtn~jd)eEw6r{W0wmlu$0%4r%T#F|M@XxUE^Yde-3#f~4ERe6S?L>lv z45+%cOU;qCBd0Ix&<`8UGihyz>8icRw$`ToJ?=1~4;PON(7%$m;5D%;HkdQ?>a=10o;k)}UNK`tJ z3ky-2OvCchIFkgmubz|7)|KVQ|D6K91Ui7BI*#(a2ay+VUrDUVrWwhq8|sxm^S}KZ zayUoELQg^I@*|2o+mVSHpI#X*( }1l9Q9|#yElVbpl(*gFg@I z&MR Ww%5gIQhE6c5Q^(I*8{kV?|(8;LAE-J z12r_hn_Eq*Ya{4H+s!<(robikFp3azO~whzwF$j!8PdVBv{H~#s$@(2xu0Tk1-Ps7 zwkz(JN;>x&JeN+_r)Q3<4l?IN?t4)ucBA=JcSq=nRl9NS-&k5K?5c_UP|*jgjmjr3 ztRy~m^=DOD9q)-$+xLlOo-F}r`Q|Ux#r!X40Ljd`6{i$rwODUY2HH=gD7`iCSJjG} z&*NDyz@vc70`I=-!$YeP?gM(DyS1~o*PpL6j*E|%ks?}d)^6}V3INP5Q*wr=U;oVD zcJ8%Cg|QxELmw@mQY >?)fpik;>4GcIUZKcXYsbfe$`-rzrF ii$WyjV87P4}G4TBb z4WGu3vP`yY`!^en*KWK4Y!ofiTEgtu_2&I8kGIE+n6_!XuPhGfr~|iWWZMbF*>{5G zsuXo)-bud-7!1yO?tn}v|I!TA7!n3nW-4MYuby!?Oh&1Svq@o7ODqn?) FYxX#Kc 90xIiVKKBv2%1h@Z|$$@6UU-GBQX$KEg!zPmhmddrs`^(wS_=s=?Oy zoOa({9(M%t^7B8;>i~u^Kz6^X_}zB1gTdouJUn>ulAjo!E>9ghfgG`p=pNWlxJ4jU zduW}&p03NkBy}HoNV14Wi);SJg4A6bZT@}em}X6Vhexg%H@uy={S3G=`VKUo-8{g) z?AbKb!{S M2tokvVYfdSr_Oo9%*Z$Z~cyZM104Dt115)*y$Wde(ghUa(^ zrOQrpYqOoy+1j5iWl-3+I*B{VIS#5Z< HR zm=&8BSatGtR%V#->(z?D0{0`GNNh!6kgfRJ6`Q(8gpEe!f1{%BzrA_W9(3ZOo3V3# z?f~fB4|R)+i+VAlOr6$0TRj(@FcI()9YEB8J7|ykyY19BxrsM`x@?$ctO>#Z>JKXi z-L9s;o}HdzSDrBW-XXlslX84l7$BvC7_2J5Qc3^-$!sMu{1sB+I2>SNi1J9|qQOQa zHP>W=g}?di*d>myO@J-eo^Q?)y8Vy%Gk$}X*x{EA8O9U6@xtB|Ja#8s0-Uxy^jLf| zhc=qDWrE<%gxa{hQ) 5YIxiFbldB~s=7l}47yOS zVF^05tQk*FPXMZeQ(014`XTU(Ut(gSOeqUt@injQN^>#@ ^_WkGIaW_Wm`X?l9*4tbA1Wy+X+4nL zzlK2!)fT801$XUM*VN2cx7ml0&foR7!qqAL)Dg2&q*f7iHY7Y)KZrCd_u{6vkzg;8 zA*kMrU!T|HZCAq GW=Wj|K-jqaNb^N#Wk`j(Ij&pMuk;mH3) zV@qP^x?}Q=h6pd}E7Ats-@~86Ugb8}Tt373L&-+!VJAy1-~*48d7(v4Q!%`p&^Mt# zwD8QPp>Y22dr+hj$#&JZ(9Qnd{vZ0gy`fvrOdBKW!1 b7qR__fD0iy?xC3=3q}&-__< z*=;hp`QaKB=%x_tzef8aC@= w;vm?*@= zy=LqH>I~9+Eg&O-K!Nb| ^>IFBS+qK~NMrXQ;ii+mz6c#oSNlADdoSBd7NwBZM z7Qx6w+kgF_$*!lTr^m;~+d&RQ`)hj7YZw!7NR7Ux8~|8B$3l&zOzj 5D5X{oFT-)clB}$C$W}lGgSw02 zM77qe2Bi`eI7J^m%v9o}RRqzE6R#6(>QA^`Bj1Rz3j!#RUrej=wCnnsjeF0BhA(2) zdzW1)=^p)+<_)Da()qF)`-`0CQVGWIqew8E3sUNTu^8cFbCF?UYyqONFeq#R7c<6` zbHwsL=KXvLsz!k{)@vcQZ~apeGUj~q4+sq0F2!;+zgi=vu4s%7@#b~JwV()w)7fWh z)`<2X!s&bEB97RXLFSWijjPh5&IK{8YR0d4dyp1^fq`-PqNAlXG@c6q?jUk@_BhXz zmc)Sp$ uEDmdTjPJJWj)qzZ@SzshOgw zpML}Bc5c6yrYi 0!Ua^_IRKzpyc?W4?* zD9H&pUZ5B?nVk*)>t9Fbs!JHj*yCB+Au9_245$Y`smI~iIeAd4Su^feLP&~MUd$hh zO~Pa&sXh?$_WA#Zpa$ZNpg=QFy~ZFtKb*YJYHaincL)YKULdze6U;t6ph@n47i|QD zHVBlM@9W`b?8M4)hk*9Ygb;aG`!2rr-JS?M2-lzsKDX14#zt;%447(@DVwb_?ERqQ zw)P)4503&h2010=2QDTO5wFlQagG-JU@(gNr?m#dUF#`jVtE(&ME~jT_YhZ9cUSz(cg+E8=bp|1U zG$F^!-SOwy_3p3+u*z|ITvCI;H+uET?@LSB0b)8jg!=jkOpz57bR!y8ckP(Clmx>B zbMuQ4e8vXd#Gf-PzN6I|b|=@)h7?YcXq5Mj{8_W*HfDWq>(Z%iznxQoyx&{NF*H8@ zp@ce;OJ@i(RlGwZT`kD<8y=rW=iHYhg2 74E6;0>ouoDGmsV5l)jW0L4f`2S-lCp>OUz(T;SG zY&EOj<9S6djb-@69-^48qJ7PtZUjzYr1Ho)|%57Lh&Co=cfxeYC7DmW-Lzi&6HB6>ixCVwMN z#9_neg8=|CLLVDws+$k=K+ _8adfzF=m^N|xC;`i5N9-47>`UIWWpB6J2D$w! z69fk55@DyDSsdV}#mS3mWf2wJD`fv2o3JoLBKuLeE>PXQIOHw5=-b@K-?YUz5C7n@ z0FDh1cwHeJqc8V;X);mV%LwnHu;~AH|AGnwC{Mw>6dzu+1!T;1rQPGoK*CaK%k{$V zlW;hoZC8r_YFxY9t#?VYR&5T6WR(F5T|YG> zTRE#-DGR6I>=5fX0KgDG0{qYC>ZrMs!?o{WsbpL8Vz#?lX`k63haIqzYz&&rd9Kn~ z(<{bZ*LgK-7{|lEik6cUiyO<|wfA}sxw%;K2Q>!-ayId(`}o888$1FpLN0Yncxi3S z-e~h%UKE&^pW%vzFWb8jBN*cd9Sk!eHl1E6Db8fI1$jYA)uw_}HKH~D%!Njj>AwH0 zp|b7BXesZ~OIyb87f=k(H#MTs0U8x SylMI+~zNLSLI!fp@kQS{t157nYmp=85; zcOmT 1%3ir3EKLB&5b(ADte6$y|8LOm4*QZER#F@SpDw?)URB zSL=;wb(!%lvTo0t$PCkhrhbnle+!5xogjbgHP8qa4lcX6I2_Ekaq)CtWi_Zwd4PC{ zo}0^girq-aUa0=gGmFFU$b_f}D*5N!DpNrTL?(9V+w&p|+A4Ie`Y1oi3TFe?gxd1= zf=nI&<1B2d>BC?JJ7JIXH(<3Nub5y7BXj%D4F!7(qAttz;~4mCL5*h5?5KmMFNv`% zw;^DrafXC2sDbwf5*6p?Xu#XtBxKIip>@)MVdOt9tjQOM8d`dHdP;h}Z`R1Jk+MnJ zD96xu$vUuug0dByJ`uUSfY}_tYk%gH-y|HN_$#j|_q~vbS2-iDYW5HYu(aI $9f@GnI9lK7A_j<;Kp*m+}28AUK;miYx7_j9O0(b7-u2i7Z?rPetHA59L_@m;Rr zK^6%Gjv?MNa9q0GHz;Upg|$fffra*6zz-qYzmuy3>9TUBj#NnT5yFJ6 X=VyhUVq #TzfcKcv`zHFv#%U+&*!?qySROEjdVgg^Qt2rN!5%h!CC96o z&9oT+VGMN}bpH=)U)00)>;qt0I%yE>Ga~t9uK)!b4X>iKa3IT9Qz>h_e!2~se%gZE zc}~0JlYfQFnU3LGBrfL;6lL}9(tIDe5R~h1Z81YuMyfxD6K)$G8;XOH!Ts^lbE*vF zV5|fGw +> ooLSsxA)1d@@5+vh;t h97%$kP7!AT#m{ zwt<{P&xIV-E>(#B{_%y3vwj-y|vU)`e9N_|kFHmeQ$tRi)Ku#B-^!Ui~ zMqBWJ8`F?oP{QOt?({c+WUhfaTZRtKx0N@WiYm +cBE9|&=oNNojjoSlS{yDbTOGoIafAa@K7My`9>!%Sh7GCq z#0TuV^ER_GPYvVs+T2m~Y>KA{H(~&aOL_8O_Mh?y?K;PB=RraZzS=q@rm&mMIlSF= z?gZQg`Ads!XLxxWtO0BIzwIrH+K9)_?(b0*``WmD??8;v49kEy^ybk(-nQL`akw`o zQNKN@V$qu;&hks%F=!I-m~%2A-h`or@O*kxCg_?gdmn-NhRPMPKC1C;(E4DmWi0kf z0B+QG76& hekjK@pu_XnVul@p>D*j@@HwP@EeltEdF;2%Av! z+Y(XKm 42!{U@$0!%HD5!cjgjO*nw4m;q{7@H&Iu2czaVgQj1X>LCA5;gN*qjXMz69( zBvnlDie0dDK`tM?W^K3}|J`?x?&cp5FyG)vB_UCj+kEb1zigOze))+hGUda_{A6<0 zl(<7=k}o&b6=^qk$#*qW Ll%#SjQtx{br%UVPrL|yG`<`^Y3ujNk$+jg{{841$al6Z$$fYkS9V??j^g*m zHr}xOJ;Qu%u|LPzUGhZ#KWFs(J|6iWx=F}2zw$TSDAE!CZEp8b+@y6r$a(Sa+qYJ{ zp++aArm<%C43{m*U3*YWNW&fR!`;|fG9R-qZu&3oFR$m{3}#O%((3DK+(sIVrap9- zzt{$pq5tsr{TlllD~Ix(S?}ExQ&jv+zwyYJOq5F?t3$(xJvc60QJo)IYC;5TbU67c z+NWlcIBGxfX=u34viZgnK`g`9RIEK1AdRViKZvV9!5b)-!t5QIPuxZ`I>l1JemiqK zo-jLeRT@{a<&P7`=C2}#C36B6?cT>UJla%XmdbDG@2c5u6w9keN@XskIFyi(Sn_>& zY6iiDuRnjT@xB9;eh}XU>}2XDQ8E3-ZoS{-qiy;P5UJe_iKKXk<@!G#I3LP8RjiK5 zM8P?8h YjoeYw)@FrU{%&|oSKH*(#fKBzQ!?{vARP%-Kh*wcyC*8UHTO6I;XXx za%pP%mkdzxur{r>Pru1TxzK@tn5Qh#vXsqudwQZ@utBi}Z2SM9Xz6dgs+YNG`RRy% z&sLd*DmqgwBFf-r WJ&j{rmbjmqaoV4nxiZ7>sClgico1HB|o_=|;jMsL0hp-y8{|iYs zUfkrDG4fyULL-O6O;(^P4-ZATXD3F)k%AGz#)f#@9QfsF%93w15J74WigP+TDoVgc z&bz@}&K&^HxHWnDR}yWny(B21y{ yp`{4)ZA<>vPetyakwUd;e68k%Eb9+CAZ%z4n8s= zX-Q!A6YJLtUR@Bf3NCKW>e`+nzJ2=!w@3(}?Vw_O7QJd|Vd1tB!BG#!0@YN^Msn-s zMS#*4V(;=O!3`8sE{Z7XxE{R^@f=Mbx0=;CegP)Z;4&|@?+*4o;en$S$D3@4_P7t4 zyk^6$LKvbN2QtX5v{Wj-K_484uKcW+!HEMKalJ6iD~&Hr+{N{c!XZ 1i|XCdJx_VKGt~#*y$1&wfRE z0) zF 3o3pctuWY|3g|_p9EGQ(=+yd`-SI8jzXA+#~lYP{@OawPaN4EN2;Cqh>+T z%X%VXy5~aWtM(^@#s9Fh{u(E0_q--j#>x`dy4^;i)s9JdS|fC;lWq7Lv%YclMSi>S zwqJ%0Qik_~;G+c(%^j`b7w;mgsc1I?T6N9I`?`qucb3cw7ai2Ryyqr(80gITYlz|; zO+w+gD-%+tGUyGI2J6P~T*p2(Fa=`KF`tzo2BK6H@1=TL5+qSzG!C^T=CQ@@k%QkY z)O5H-YGVt{l#%fbDqM8-FT|QE5Rr%1YcgjzCC>hIE;s6O2^{!fOZ4?EW^Z%`&lFxU z-ANwxa^*T*K8omAmss?=vD|#-xOZ0m>ea7=JhweHevjSsuD&xe@O;=1jD+UY?`a zo>^2|9Rfeyx;PX5efhM?oS4G#ZP6PS^Gi;8Dbjfz;*DUxh4(YNT})G93+pl7uUL_u z5e1WS!N#3A?kR%=>`@T(scLRTZ}n4mq_;Qt& Al^P(EF9q1wvSObAz44h=F#(>Qx+iLYcT(=wW`$9CJ5_gVrdREE!8RIU z>+uHvY}VwY^1O(WF?v7MXo0Xbln~Ih)JgnyZdnl&GDiUP4HQPb>}OIXVQS{HZ~y(< zHQ>(h;3UID8`h`CksJE>8;JhQX>Id OIKcl(#jWXFbZ^GU;DBeC0U;a&6r}ly*I+FS~)Laad&JOgm37cESDD6tJ~4Hr|4Z za4v9-OSzQ1@sT5QoJ|u7GXgJ}r^@cip2SKBBRRN-!`S3}!e4OHUmUpY-xzvkh$@hq zyCd$G5_)h;Q_T{I$8%iQP=wdJM`>Trpt1V!hC-sLT0_=0qY`L3CE0QL#-(!l4 !lzFcQWu8h#x-uwq_}bZE@N_|in6xxesiry4xJ;G9Mq&-F<}}e!0q@ceBasL zGXa!{WWbvV@Y%c0`A8=fl{J?ndqz-U$2^9_`$$H<%~+XpP$>c4W@h*;yOE#bIGopr z_GP?vIp?ss6}YKGw6SHK{oD(}WqDlSArfScv0;pjKT1m(b8>R*oSeEwY<3rN^7AQ+ z7OEE92#@t$930j`6zp~=U1@pkZ!TfWr#XaXF*;Lty^}(6>Q8T};@`$gO054B2h_*H zqVi*Cj^Kgu48R!&0n +)8OmJKMY8fEWdQF*nj} zOw2u_aQoHiL7bC%dHf@oLv3Yp2E^R_oMbVCbBLyYY>{D`Y}^OQKcPdW3i904{R`=Q z`yHR9gunlRw-~!L1B{`bmG;Mu#RkDJie$TFyo3qik?uCMTH3 bjYsJD7$ae3a-7A3zD5-GEnx4|dp7y&4Ux0swvuGzrCxB} Mcy{*Wnm#{)Hb;vW7T-GH8Z$IZB0)`-)KUcPEMH)M| zt<2}F-3a44lAvW?6D?6>4*anjr>tE;#`Kben(4`GvC`<&EAGy@AQd7Gre`*&R0JJj z;t4O>ss=%owZCpQre%KxmXazR%4Nko%j5fv>x1s1)t6F_%NMZm2wIrq(v~WO&wEIR zCSx8MxG)8 Jt6B6cWnQATuszE5o(sMFgLV;!`0d%kT9{)Y&lBdJE7rV!y;aDJ{atgXm;H@{ z&|+@BlbXabNH2S3kWA)ILBQ$jHFAlEI)<)zw84#6UY%2!YD@HrjQ`>f>p`2L2VNI1 zv|FFkrn(vD&Dy{H?^ShpgdkIgy(Y>{kPd+Q-BliU&G+ApFR$?JI4gb
-Bsn7uQDB#*p)Xaa!MRY zBejf;JdI$y_QrQ!x#^vH_ww|`4umG4_9}mkI+te%P5K|6t~x5}_iHZQy&zrEpmcY4 zBLaeScc*lBD%}VOC=G(Zmk#L;QMyCA@qPC9$9s;)<3U`P&pvVQ%-or_VGpl_ 4NPcphEw{ABYX8iZK ze9%eGu7fpF^D6D<0AUUzHg`ILRL78N1Dp4O9@A<~Qj=q)b9r5TR%l6CBcEqVJ%j5| zXdbZG&9-A>ZG@M@xm +tkD2Lu`2T8x>KdSEVmN+;QFJ}dV#>tD<$k_mr>Z8!MqlE*M@A#0YFBM z(UI7^7gFD|9!KUk#FaS7-Fb9dK!T3UcnIwg`I|nRoCv#WyJnw{@N3hPIj|Qw$05{T z{j@Y<_-evPLj$Iig1PDy1l}`K1wC?tBzr;73qgqt3i4+*oYTX?5CB5x;pw@)w zcs!2jFks(%-~S2R{AZ(Duk15;jPq-P^vGeHZ7gVfVO33bcIS**%UG2@vM`VZce zuFB>bUyd{uNq&~!M?EBR+z<9FZzeG!ANEa0CE_h&b-2#H;Uy>_ Fbl=;oufP|vn^5@6r<523g 1*|$)RbRJX z9EHSvI;^NG4AT@8PR c7r#q|se>Tnf3GanP$2(>fLB1_D7c9!##3|RuP zVOl*yQ4nXTEB@rI>R|yM`DMSmoA*|A4!>F}RYOL%Tnfn4;^8FDXb9^^Xb0PQU%yFO zWZo|?q`H@0h8{`NhBm2{S3q!OX3oKAPDp!;>eb=XFl?|^9tah#PpOIt!tvf~0i(J3 z_l;&fPnijOSIBm;DCZ}@@E TxI>v36wW?=GVlK>5d~-&_CNvW=DN3_ zXeo(>UgkC%8x|JxF2hD>RvOAY@`ct_l1Wx@?$YBO)k-$;p=^Jh8M>W8wU{@XpAc`U zJ~0^%ZjcnF+E@1r(+=7$(g>xPU%$T^g9&sjk9T-c+0Z>lF2}g{<>k#4`RR8>7M5=e zs94!!OOb`N+t`z|l(|CnLcmZ+(@k;{NFMd!7zh& ^TEyIwd?2Hn_I-Cx!pTa>TD? zLeh!Ycto5sOP2VKj*o4fsRUnpdUzD-82r0?XCVSIOzr~ChZ!Lb%Z M zxEdmDIFdap!nf#CEaJ^S7yAVL4j*})6q}J42U19$14eqmzPV`mw<;+3A-ibnh@G6% z+|qF>Y8v5AAOd-MNsP-sM6HVPLW0v32)W03j5ijcO2UHr;*`c$vIR(0SEC>(jAK zbw+U&iEwuB$KB70`!g!^yZ JZ0a&ThM-X3dfjjV2FaE}Xw!GK`Endg-$e}b=d{v!r+ zL5B${t5zBoeNHw(9!&E+Ej>Mbz|ATQo{pupF8I(q=Q!cPW<()Isu@>OX-mB7GAw2& zb@ZrleqY}As+V!P;Qo9-b4DiNg>tXfJt!#!AGPmut05WOO79(&VHV`{oas98`Khnj zJL01Sf?{h7$%($xMK->YXPlJ2&?9qRoSPq8FPLW3`R)!Bea>c^F)B2S4vLt*^d%F1 z8M|}% U7euTRR3!370VAhZUT3I!ssL9B-EKTj= zDFCr^b!jQ(a^{E|L b@qWi~u2q{k^xE8a5D}SZMA5F(Kc#F3@7t2Hd$t-FyeRby+-v z f5!nWV+`WMGoa=w3z^;Pm$Wd6 x_*Oi>-DhQ zu-J)k{d~5U41-)@RaTyHPPas_3CHc5y~6XCU-#*}WocNxI54u2$d^nP71dMdN1SO? zd1&z5sO^O#V>Wu`rR(0%`nxi)tgii@(On5y8={s|G-KF&n-eflA+V9Hncn61T8TxN z;v*S_mSoK=?Kcj}u$OioUYNmr#G(n3Gv-2dhDI#=S~TA|&=UHOkk3^1Y!2ik3d1#j z{29K@QM1XGi->zt9FMrrFg)>*``%?u97;ov9)~} ?4i&w+Q$Z@$Bs1l>%<1xz*%sXCP zg<`y}CEdO2!C-GB*}YQ_x+f@UGxpskY#uxFGt6R6MONl4wtTIUjcj-Px=G92A8CNk zR1?aCZo^{l)s}Frkx-Gs$(q%4hDrRy?o0cRBmc?|fyF4389fF~Ql9++s{mN^f0<$H zbRTIQ9-xTiHp!(KHOd@V_VF6Di{a g35QlpM< O_JeJG z#Dfl`mW5SSKOJ ?Z`Vt1W#;_YhX-N?Vn*Oiw@pG?bG9mqmH2wUnJ$?$w%<8blA++xgtNOyoI6& zjkhXJ*f4cpuI3zCap|VsPg kuIGg2}PoaQ6TYVLeD81RI1-_Cqe zCD{~4iulR7*c-5ECvW~KsM_Z~Wn};e#m<15j1oA-knu17p}IJz`d0rXr|yiLfPkC9 zf^=$X$5tIwU$F52xvKz>7~=!lR@bMih0R_Z@xJThl_IUmzd#IWdiuMgn)LKo!NP3D zdIwXei3nPNvK{^1l#rA;%CIL&w?x)Q3h~l_;=dP#%|Eb63ELIWdmW7`#MhU#YF`#> z)9M?~EX^MC4>YKpEK3^+3ZTbMMEQ+)QxU#^FOtKG9h6oGAilJFWfKD7wM5_38?D!X zMvPA*H@ %CE3m z{g28^w)-i>m8TLWKGdZt-5eE78W*<}l~&dkD9B10E#IJFY^g8n=mkRa)-j1c6xbph z%Nz($^(Ot|Q_B}YtI@T;=l{gPmyd;P9@Xx5Wf$;p+@kj9FAzEQzos8mVl)WW_`<@*5?^b2#%KeH%x zGSQhX%wKSHrG&-)X7kvSP*Nd_IzkF25RxY3bqsivScM%(XGb)#% w8_L=*MeiY$>=WRF07h*d`M8i gHQXWE8;ynIR&^#aDT?T;N4>9JEinZ zF-2Y2>T^?ZD5AO?)LD zhj8%lgf}+wKnT{C8x3k~Z#Gq4itx>TIs2vaJN7>f68!qjN!=CO$En0uZ>G$1TqO`l z%h2gj?34L~2~C+znVyRlcRKEcN1sUAv)fbJc~AoCAgc*R(JC==#;2%2_IBxq0F*E~ z2u|qYd}!s JNO^y)8LVVd+CqA`5^{#h(VwU6<-r8eBTneovrOv&= zn;0&{Y)HBk7cshMfowqRqas dtQsX4F&T)G zeF?$an>C1jDa|2J9U7>@2nvO~ht>9FG=Xx0AddWwZpY2dB=LbrEV5cK>;|}FOy|x! zhSzO-w1AMIVIJlZ8V927&>ZJZlA!yUf?BIF(#Gayv(+}wR#1nWf#f9awq3xKB`&=8 z$8rNn47Wo=s3%?j0%7sG)xQz!H@|mvQB8 z*@XW~c5u?FS?)z!SrQkjQ$$>xjFBsgkSmkbGi?2kNB#wz>rfraFK!3VW#Spx&!WD( z=DD{5-}^b8|10p2(uC55;M>&fNr-+4@zV(l1_j>rG9~U?%5Tz2YPmC}JxX2T-1|5` z$KtwaZ-S_x+wq!Pk&!;k_?5>`@*}3a>AiLe(#%Zqj#2oIOpcNcO5t}mW1*?e>Pw;% zH~&?9Qd#z4|JHfW0vmVG4sWV?*RlcTmHHDYglmDQKJGjUn?g!SDV90G%g&Ak0O*vk zy%T?W2jt3|KmgUqk)NSNFLt|zFh9V3_ z;7YTjfcp-nl#~>QfI#%nkOH}=U%IOdwsA@O-1Aq SD7mDN=D?Hf+J_oR zh1R(WBmP)AF3xbXBGo*B44L7i@agTfECiJ!(`=>R#h4!6*loN!brN)t7n~vR@btK- zcZEJbV#F+_8>0AXgKz>lhuqRu x+lv+sYmoD8oLf# FSqD~SI9<%G(x>TjP-tf(;zG&D|8 2Z?5w*2QTrJfz$xtLphyzCX96FH2?ufYecLV92MPr21nunR-!WHSm(o?6 ze7WhoLV}CG(mFT@`X5*v@{<%z#lMs|dYo{ls3E)7I(i<2iAwLCShQ5-zS@A$_>or^ za?qH2p)27mda ^XQnQcUv2?@mdUtytj?qQ#|_G>l$#2b!sgd`VjI zf=fplZ1_4eUueeABg2T?aWx@bHD6pc*YQARwkbWecyjN~$VEf0O4xisDl^dV2lMpB zYD`Z2?#_-C5P)Z4$MrYARfbb;$v&G5pJ!ra?FDpaaCt!>Y1P|rky1tffdVYv^KgD0 zoM6rV1psu!<54x=9?7`9>H3!dlEG#KQxw9twk*mST=dB%tn)mHU}bW(Q9DuB{oFT~ z{jyI|Y(y)o^nzK=T~9>(zkObgi{2Q*iW8s9Dfy|%$>107ec-@)wR%GSK_Z7EOh!w2 zL?Y)Phq)~O>*l{W^*EUsTQ4*ekjeyIDvKNL9UtiJsw#VNK17Xq f^=Jpc1fo+^fPkkCHd`<~TU`boNM0yVxvra#*rhOP>4Zc#Xzwk{U6|1mAs{*Nby} z4tjyU`)BNC0k@yjLUkeFsT3Acb8jvY0jLmM_e2e&d3kw64O5#AOZ7-UKfdY(4+9gz z#KHm+qIyALl>k~!Y%uJ@cgml?+Sb`g850we+ka-|C=vuV=jWiV^AXltQ1~XUubch? zkz4U!|A0}=&gXl3HiJggqN0J6^_~a}*P}(wX4NylwrpY#8Lz-<{K}`4oT~8fpKA^R zPe00*n8 KG>7rwD|9lA@r0L1(JUB%|j!*)p4 PGtfkSVBV1K%8KLfs3sv@`8y$*eu(@Jvg`6 z3|l9wUwe;7sxV$tdig3h0Q+JP(Xj7@L< sN>#Q1su%$I6J9 z3Q>LM65GJZm;_UG#;l8(sRhw+239-{hy*2zG$R6){9Bh{_WXYJ_H&=SH+dEl>eAm6 zm}q4f-;j_U_=@_N_wiMqRzCUK(@5B+!O5*mnzKJ_4GQ>K{ R?O5*?2nTC5wgJcAW~YOc)aNk67At}bIzfmzm-`7IJ}bBQ>kyr^yF zq~X{5OyRG|auKvP3f%kOxjak0bCS~}g>ugEB}wVoK!nKJHM}EzWoW_@pqHxKj<8qJ z2>;a+eT|XlBbmEv|E+^aR8-UlWXKk2FllIL1h2Mx=U7D%qDL%=wY_uhAe5GtUTk(G z3%tnrLrq7A$olqcpE7$#-)%k_pM!+4F%>q2P&gs0?iwi2 u52A*M8mv)E>l?l(2cKqB*-WV9V|9h2vZ_6RQa<%@Ni#D@2?=40w{q z4k8#2MX7Ce8cpz+ECjd6`52-?J%5d=*nk%1ZKFPx)#;18MdEp6{X6A`!nx@RF~@(V zoKE4b51VFHX|;PMjSKD#ZpGwUMU_7YLE}ZV`>4R6`yn4=d^|#{GDMBjW*go8$Z=>L z5rISGKQ+c~N&ImSu4(bulxIyk3;lcX`wX?}R!3-lUfjB5S?}o|f~T*)CCoF+9+Gu% zyM>f%ULpHOax8L(UoH)QWPDO∋*nI;;zP@~hefL6M?y=3stNd^34y9$c_ge?fr; z@<5T+&U_Tq)CPc#CK#Nn;0%q>Tx=ia;L2ZWvs#q;won32O!-9e?%^~>)uIC!ly`2N zrKrLeYtgM0O(%8fiA~MJ2Zam42R1c-kped3CJ@yB%eizGo3<`rn^ph#Gr1ejO(6`P z8XsfIVCLkqzKy$%Z*{6=ugR|z%0M 6GFd^;f`$uxrBR1DH&I|sWsSg_*cM?`T7g*w zIVhmn-=V3Gs?c_MlnEUj2ho^GLj4`P4?d?1K8=qEdH~#?#iYLp2I~p7vL*90*6&$Z z)Oqw~DM$$s^`kK%lRaj#wk(@pq17%7N4W?>Ic*6~XhGHDMNGFpwdVJd@q3>L5Hbr< z1#jWS?%RPAHj=b!qWayluZk{4UAQp`mEze0M!PVsOkPXJkb5^ho6jxQ2Ru7(YdH zgBL4E0!teTYEQjJ8$9q4Yz?pY=h7%r_hm8TqWfx8UTGwdu&*AoQ1=nP?(YdGgWHS$ zhS!hE6w8%^r7#+UK*1z!{}aOTMOHx$e&eNOg^-q`Ddz60G5G#nRbtZrG7GpY{nF`n z`bw4n1*ZIK^1B9 a75Vw-<# zCky*+Qk0g}W^Bgt@}*scwPo ixa4 zPo~jR%Ygzfh67KD(_vouOVz#E^kWsj_HY~y+-KqmL1pf#iun?A83a^c1wqCaAtiP? z6x>PkP-0qHEy-d WRK*G7JQl(eV!FRtJ z+7~fGy{lcwYhcqSm20=(^8SqO+`7E*zy)iQ&-cLl1pDRcVdjnv*-Ss^?F%)C-_G+n zE{D%my@i2};R MC{ zHa#_2T%HZY&w;p)G=Z|F2EoRXI|ehj=G76iu|>I7)jhQ|c?7n736eyg%-@^WAk0&) zL|!}RD)0Kbu;a35gI|bbOM(#^aT1N&AdL?G+Mq<<=)pq#08g%E4Q+Akm#^J+@G0Z} zzRREkZrS3ZPuH>LN%v>s7te}1yzjk~@OZ*AVds-KyDx;!Lb1YTy0Q3wncUw1e0ma8 z*s-zbboBHzw6tK`S7%HwEJUT?T_k!~SRev-g7~ihRDjtFgx+23zGPrP2BYbpKXJoK zUZ|`o7-Q9)_yb&83YpN~wK#cx3A8qCr!i|YvB$Xa#xAn)rL5m6`(7?-e%p@;5#Wjy zfm42IUF%IO`|~21@8`&8a_qBDgt0}EyS@It(2qiziFO)|#SlebG$*@cysmxq$N(8e zwl17JI3@$l;MRCze%_&I<7$mbC!afNtxBl-?zrcO3vzCzZzmW>{rjow5w;8XD5}1E z>FK!n9fyE|E$|}{sF59 Ipii!_^ep85*|GFt=3 zDcyyT<~HoD*DBuHaq+OX+?wO-#m{CL`Wd}s!s2 ior z8&z$f9|Bdd6^!A4XMgp|(&OnTdzZsis~(#i&~c0lpNfQshYM6&`}h#^|8hb2?RWS} z1kA4z?Y?{W&h^iSn{|MQSW<+BV+3^jeD;CfS5a8l)`zrr@IRU%LpnLN>F_S5{QCS- z@uOPxnF6^>_7LPWqgBEU$P|^xCEI=PM~rou0!)($$w-4o3i4)R+P%x~BGev-95=Uy z)8a=2H^l(yk{BB+1&|XUh)@}1VPPRw|4<;{3J*wQL2w&@_lMZn*tqt0y%#nL491*Y z1}VJP8YaYg0cn3c?+yymja22=-2mlsHWeYmME>P5qv`{SfRuuQi3%gTCQ`dAnfjP+ z$w61`<8=(~*mYAa4{}RNk3g=I>krrSYVrPgKL4m$g>+&E2&Bi2j&>5~-tl9)eI=kG zw&+JhDjZOgqH1sTok?lI9uQoJ!D+pbQRv_EqPMRkJNvXJ`rHG~y}f4GqXzsd)$8^n zE)n3>qM)oS{o#WsYz$ol%+AGsUD)^dU&9J6yIBv1g|9}iQrczhKR6g70Q=0;@`NlK z5`&&Ez)!z{m`EvVcl8Lq88Jj67#8h&_OM)UiIMNSLo%>U!8v>SB&VqtjW{lMsFPrq ztecM5k&o=iAyG9isks|)G~udsP5{nz8Z2~|@2|c8`>qyXBFCw*^ L>95`>eIW_##}F?j&0D~BRCRpLU9G(ZVYL&c1w_+HqwS1^$0 z;z&*Jh6zXHFQlip_YB}?C1qtupiy1?;miHC>)B6k;dH411vK_`OLgGzGe2H#f&>Hl zmGa+B&_C;odjJ%`p5ZNk*r-$Vkl%?1J_@||Kjwv15pzsnM4OWPB8h~YT*l0dcJr{D z%VFE}1t}hC%zKO)B?RAa^3+M{^a9s{f`V6| Z0w+gknp}J$(NssKbAOra43{`slXt& zbTfWfx{>Zndeitr;8TLNYcT3cQs 91lH29v*WP;_zO?zf5eH32)}pb_X9AlLt|q|COnD9cOq2cf#d*R$mDm<-_Lyi zZE!;TU%cZ=^Lp8*_fpo@jH#)qqvQW}_`AC2Yu*8z#H8tcogQXgW_#3`PD?^=F(MDe zH@VZrc#pSfoDU|?cMTd|%MHjLa()5_*BK@fy&?)7FM+YLR7sd5nY2n6vZI?f1%-}O zl@(F*#LA4DdrjIp^UrFeJJ*VbO6W)(N$J eKTeaO;)zK9>8Qpz1S zu}v5jA}LrV{WlWj7iBsroM?J (=- zpVc5@QIEc{H5oDHJz8G8C(EYsgUJmpH`Z;inn1t$ril7#Rr#Eq>%lB@dV0D*hHOsC z*$>Y{U2P_TcVy3ywG??uSG@&bR*=+Wzp#N5bc+B)#*-j83Di)Jn^gZG5J2B9VzC16 zi`}Bu#em4o<`pMtAR~aq+xHC&m|Y#rS?#|4_C6uUsST}V)hnm>+O=Ono@%3)9yJjS zslQ~>rJm@euA$&apg>q?Mg)`K7?(r?#^jT9E~!lLS%_8KkA4!SRpa3bN_BeEGoo2X zQ3cdB8aht+LfhG+SCM{;znpbINXC7;Hj|+!O26etTldv|6GyULp?#Z1QSNL`R-`wB z#9t$CKdDHxc)fh1AeoPgJ;^iTomYEX6Mu V!y~QEypL5OJ^o(} z@7757JRQQ7K&QyTh~oCSGtBls!+q+je9xEV;`*YUz86-QI4jM@4&6gOU#oLD0!Drs zkqKH^TCOkFncFxx$oTsUo0*v<=ZfHAcmXIwuhpe!>~Pyn5FH(TG;!F1D?BPHCou~A zmiGcZB045U(#xw^+0k11jGfS?(ndBe?C3*dh}_wYHSQ;pxWDN(dsvMtMuL%kdA}aF z;U14eyblJofO4U5PBQa#m|D_?(O|M+dVFCYstuNeY=pmc@q^I)szDd)ZJHXOv(%n6 ztawC}j^qcY?5`?r4~V&5luD8kpqJ%)J*aqmEB;e+B^*bkh#1V-?AQNXS0PXye}dJ# zgXqaZanLCi^2>4wHv+{>uf+RM#UofRSd;x~@VdMc@vm_U);r*;n*e@1n&;a=@%pwz zu rU&~n~tZbGg5 p2{1eTmWb< z_%nCHe_3)vQkFv_svP^_*y+VzQdgGbVssoloBE6}J#c84#qqjLxuB<2weRK&beXch zK&!2em>^j4hY*OQX7|u=G~nn9eV{s8Xa@p3sWuw8is6$k$*LL5La|9(g8Ruxs2X1X zUB?nRy1W)``lj`+=R{Bvu7ctn9wykGPHu=2nxOcTrlrY#XLLcIA8&AYcPd3r6kb}P z5$((KC23)aZCCvR8l)@Fx4FMN45j9zz#Y-PU>AVHm)8cbBjVdl1pY_v04-`Xs3c$f z34C}3+i^TRJZr#1<-e2F_9Z?PNUitj`}SSOJHht2$a7seG2i*gcsq>`rOTJz>v!`6 z|Fwo{9O-X 3lj_5lD!Z_V zZ$HE}81v@Qwt0v!57P_Vq}JUm_+v+;e_nJMZ4&7O#VfhIt%)Y_r44y}xHaI1YT!4u zz;$M*-eK|jg(_FkyiMMU$u@i}!{); 0@50Qdww7(Nu%$rW}k~fwk6B($a9mM!bOE8fa#IuY63hE6j=U zi-ScMOI@99@;cIK>-Bh}-$^XW>rfdMNgu<^sCT>{X7g>`45OJ1#UVC+%OCZHbNrIq z`=*0;Fnn4Mx|RQX@s}pW*SQqyYo+Jfmu}>*y^HAJQyw4i@=E!gkGGYdXYFc8%G6!v zUHy0Yug6JGjwdY!uBo36JZ6#|Kt6d`h +^REs zwif}Jv?c+_%lBGq`fu6JyP_zffZ=Hub&O1K$m<1sJ^^KGcO0RbaON~*q_t{RhtsIc z%37nu8# Wb9ouxch1R44?hk^{oFz&Yc9{aVjd98sfvQ^?vwp{tmcMt$x=s z?r{V 82!_uac*V%1BfJE(QoOX!(n}5jh+ XC%<$t}IsPWE8#SCM12~;`vr*%P-naOBK(Fl*$&A#Lvzae5cL&nLGXE+v* z+;(4&`y_DMjW*I*(O5p?5>SLIbRbW;YfH>r_AT(vdjn5W4m@%e=^*)kiwpJv>;qy5 znS1XTp2*TLzt@RH@d@*lVFqg?nvFl;zYJ4Cj2gkUkY(hhf2EO7|L|Lu{Hp~$LpZIE z4fK3Tv2edG+6~I_J7uzPEMFdi bP0!g zUlX{lZuNv+SFqqCfh!=8(fs;l*ibv@VB#RcZrn)@;Sdoy(o*^bJY`MBvUy>6Yh+Xu zXV7ziO_Kp^)2J=%t5(R(F5WC@?s C(0(&0GappgcX5Z^!K)2yDM6ehAv-G zb;7Du(IZl2h0w f|zB$ z=iz3|59NG{AL)Jb`p+NAn5F9vhSs!%g9i>y^;iiw){Y|HpIRVN3pXMb0B66-A+WLD zUru|28}%h@v?oU>Zk^4FAdnj?D4}_3dO8$VVn5uR@^9nspPmj*mnol3$y3#-sr4