From da920176593aeab2c4c751ea0239d5bfb60a8285 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 22 Jan 2024 12:03:31 -0500 Subject: [PATCH 01/18] Create 2023-09-27-epidatr.Rmd --- content/blog/2023-09-27-epidatr.Rmd | 94 +++++++++++++++++++++++++++++ 1 file changed, 94 insertions(+) create mode 100644 content/blog/2023-09-27-epidatr.Rmd diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd new file mode 100644 index 000000000..bdf27d8d6 --- /dev/null +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -0,0 +1,94 @@ +--- +title: New package released! `epidatr`, an R client for Delphi Epidata API +author: Dmitry Shemetov, David Weber +date: 2023-09-27 +tags: + - r + - epidata + - covidcast +authors: + - dmitry + - david +heroImage: blog-lg-epidatr.jpg +heroImageThumb: blog-thumb-epidatr.jpg +summary: | + `epidatr` is designed to streamline the downloading and usage of data from the [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. + +output: + blogdown::html_page: + toc: true +--- + +The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html) and [Google Trends](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/google-symptoms.html) and private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/). + +This package is designed to streamline the downloading and usage of data from the [Delphi Epidata +API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)). + +## Usage + +```R +library(epidatr) +# Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US +epidata <- covidcast( + source = "fb-survey", + signals = "smoothed_cli", + geo_type = "nation", + time_type = "day", + geo_values = "us", + time_values = epirange(20210101, 20210601), + as_of = "2021-06-01") +epidata +``` + +``` +# A tibble: 6 × 15 + geo_value signal source geo_type time_type time_value + +1 us smoothed_cli fb-surv… nation day 2021-04-05 +2 us smoothed_cli fb-surv… nation day 2021-04-06 +3 us smoothed_cli fb-surv… nation day 2021-04-07 +4 us smoothed_cli fb-surv… nation day 2021-04-08 +5 us smoothed_cli fb-surv… nation day 2021-04-09 +6 us smoothed_cli fb-surv… nation day 2021-04-10 +# ℹ 9 more variables: direction , issue , +# lag , missing_value , missing_stderr , +# missing_sample_size , value , stderr , +# sample_size +``` + +## Installation + +You can install the stable version of this package from CRAN: + +``` r +install.packages("epidatr") +pak::pkg_install("epidatr") +renv::install("epidatr") +``` + +Or if you want the development version, install from GitHub: + +``` r +# Install the dev version using `pak` or `remotes` +pak::pkg_install("cmu-delphi/epidatr") +remotes::install_github("cmu-delphi/epidatr") +renv::install("cmu-delphi/epidatr") + +### API Keys + +The Delphi API requires a (free) API key for full functionality. To generate +your key, register for a pseudo-anonymous account +[here](https://api.delphi.cmu.edu/epidata/admin/registration_form) and see more +discussion on the [general API +website](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html). The +`epidatr` client will automatically look for this key in the R option +`delphi.epidata.key` or in the environment variable +`DELPHI_EPIDATA_KEY`. We recommend storing your key in `.Renviron` file, which R +will read by default. + +Note that for the time being, the private endpoints (i.e. those prefixed with +`pvt`) will require a separate key that needs to be passed as an argument. + +## For users of the `covidcast` R package + +The `epidatr` package is a complete rewrite of the [`covidcast` package](https://cmu-delphi.github.io/covidcast/covidcastR/), with a focus on speed, reliability, and ease of use. The `covidcast` package is deprecated and will no longer be updated. From a488b716552d3f0389baf2e549e35f707fe76aeb Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 22 Jan 2024 12:04:35 -0500 Subject: [PATCH 02/18] Add epidatr blog images --- content/blog/images/blog-lg-epidatr.jpg | Bin 0 -> 229140 bytes content/blog/images/blog-thumb-epidatr.jpg | Bin 0 -> 49317 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 content/blog/images/blog-lg-epidatr.jpg create mode 100644 content/blog/images/blog-thumb-epidatr.jpg diff --git a/content/blog/images/blog-lg-epidatr.jpg b/content/blog/images/blog-lg-epidatr.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37ab60175cc50bc19427fd8a9ed70cfd52a09922 GIT binary patch literal 229140 zcmbTdXH-*N6fGJ=MFBxXdWlk%s?uvz1Ox=6h8~qBy>~)X6qG7mX;FGddJmllh>?V=IS+iT6%gqS~|KL47YCHU|?dPqr1s^lZp8@ z3kwT9BO5#GZT4HYS#JM#5i077-(0?O{mPZ=w{Othxc&cmoOb}2u2Frx{EC{24{(Wz zikgY)yaxaT0I059toFYJ|L;L{>0*snX|7$TrMs9=cN1`likkY;W$OP{eK8w)@jc)& z)0JCyA3nLtZ19?f&+GQ1_X$6*@jtEVWHB7x6_9%4{oy(-D;qlpr=XDVz5624GO}{= z3W{pa)HO7pYiS!9o0x*l%q?u~>>V86Iyw9J`uPV01_g(I{1g%S`Abw{QgTXa+PClN zIk|cH1%*Y$CDk>xb@dI6P0d~1J-vO%-~9t4qhn|cc6?$IhhJD+T3%UQTPN)89}o|Z zNXIAt;i3Xi|1Vho2igAv7t;lO}Q#O#O;q zX@31aQHQZu=0t{dH(3F`J>Ob><~WVKUG)wA`spa#(mAbkILuD&=C~7}cCZb3^w&k| z?AC^H$NskE%2RCzf*y80AoYwKCM9^>8(NQDwb{V-$=UHlk#7UP9?s%IniLxKJULS(uFg@rl`H!dSd!lVu&a0dj8DtF z=^2*G*8*oJEBsS7a1qd$xzkL&n0=Gw-wF25zrSlsMEeirK~J0lnzz$8mep-|t;i&& z5NXO{>Tp^h0#!vQD4&Pb>V8Yfvr{mcseXGFJ6rCgsMoNpd3iE+qa%-se)xU%_>4_j zDapfhclL*?hiiK+pN(x6n^GEfd<@gf(^nPvYg~8&AE~t5w<)I77y53>jK567#F;lE4dW4*0E~s|fxj;eXFm8A5aL(UF!yGkUX`yoC3t&Q^G`76 zdbZeD;sD2%^tb0?qgL`J>OA`A05dRxtT3j0_s4H(aVZ0x$mf5slgXLauOYdbz4Zb9 z6|gQ)bwy#ZTbjk#)@JVd>juxgu%Hf#3)&Ur*nVx*AE(+cGkO#x+zjv4wL$YCI81J&o0^bY^l24wd!N z_{;Ll%R+5z-czMCnPiLOnxl0Ju&A%z5^5=K&k%5(*aIgPsXT=5M-7j)HsVv)4{_yq zcaBkt?Kz-2JAAIqvrK|DMFz|!;p`aznM;~E-pB!|Bk`s9hfJOJ!xX%!$1&U5vey}( zb=Z=>+~Qw=12tg!22p`p#swG9W#ot#)n{H06GjkjN4IQl+%uckdth~MJ%m0z zac&TSh?+%prxJSk0S>LScCV-BmzsmIKKODCAVZ)AaqC0xVTkPWgsT9DnuirFe~B&?0&!bw-Y#6yS~!BbZh#=%AU^Jnq+yvYf5bb$Y5s z?h92bLkYnXt!}SzI_7!pn2JmX`LTpsNkG_Y(|9LkcN$`d8s@+i)czxVHQ+ zh*jtpf`ep()f}s|n@m&8kel=qownTxe7_a zo&B^_?(5W^yA)h1&X>47v1y@*%y%MK^gUt<^Dxv0eOEq{9@2jqhhi*pu5wxr+YF-K z7r=@yNOA(Nt`gY!PHn0J&rGs@afq#yGObEksUW+5S4f56w+vTaVjPZRv&!BZiX9k^ zgT5k(6^aKK-ZbfwQxTW)imA(~Hqr%A;d{et}y3F8YDx;~0>T@czpRS@a9Ux+=UJL1); zP8!n@H*fg~x{a;70nRR&izX%rrbWE*I1pFR8+~wg3WcHCTeQvWBVrw95;2BaphRWm z4T%nAy8?V-cpaws(0U+=4BlN#yT62}Q#SY|WR|x0HzZ~cM2jAgROKP%nnF#@%RTCZ z0c;3=^V{o}*y_Z>uB@5!NDgVAvf*R(pzoccB{XS%D z7TDNEkd6*2>Z^MF#S9F(hXR}~R4$lvg1YqSNJ@T7c{hBD8V2cf@4_TiI@aL9H4E{# zyLWdw_pM^M8hA}wp_5PL$<1fC4bAjyUR(~?sOtT0TKu8AxO2cPsxp-Uyu2U09+j<3 zs*#8C2XBQFKjKGG5-kq4e&<(!XcjX$zwSzeH`Q1JE86{@$kf`co5 z6RZC+bw3pe|Bzy7My*=D!faq*fI%fYm5)>pZgiIFn7=YV&!bMI%xXR~las&wp^I^EbOcv>Mr zZB-_cbsFgpBxq8<4OramM3!cEHSqwq0&cNAPZxHtSQ*M{i;#!x_lh3`M`l#(Xo>$6 za5GhKVl3qxkQej!15du06O<{Q0V{Ocm#zo#9ip@MPDNL+!<=5F>nF)Cp9Qp^@?YmX zrQK2f=G($_vn%JuAKlj^)4x2tb0J@k4EK=Osa27NC>hN$3BD26Dc_?TU)W)^M>4BE zhPjMo>J}-W_W{r|M_pxAeilRd>!|dyx?+jJkRX;#;&U-KKL|4w|ChHbr~;ZR*@wrp_47BEwuHE5RpO z3f_hVZ7UPv2)p#O&(cbsZms!^CJS~CuNrKv9fKdrg@@k2J5^&IsLSOzu!2&htn*-w zBe)6oVi)!UtCo-?bIzXB{Vp5)j1W)yGiqX`VV0FU@F=mAWvOAorz=0QFgpOSOI4c!9GsxbxgHaQqrT}ES-}~cwg${6Urj$a2e_eT$fC`pOgoiw zt&q0ua{%30^s+bpZpu<6oJmfoWlBF0R{8rtROj=8xN@9@DZA4*+xYFGO%cRT{51pm z`~Kp_hcV%z=K!f=dd#yEwuoB!C(T#a)w%1&hD3pfo zt8?wIp9ME=E|_#cCHFkSq^-&0P&qbW+I`nui~ht)FIL6{f!1ip+b?nMC`P3J29;^mF!f)F;>v zAHA)4jzKW*ss%<4%0r)$-RYs;(~P5Q7EB~qPk>jg(G97t!}6X4r<;}8-Hmg@VNI1! z5+M>8C9_*fbn+2n4e#6l&@1XLjxvjbJY|A^VVDQ=AsDojVv6PA&EtWceO1x%froxo zL}UI*#rDkl_C(#xz6{(w-;KLYwu}kxdS)vtDQ)J>RVOCL2kkdy6DJ+MyHA>AhTqb? z6|eYY?lL?Xh?;FV4HT<2=6%h^_ROc&?i@fYN-}E9NUk@5fMu4oS=I+9Lo~xq!U{;C zcJ`X7?3dSs{ZOLT7a@eGKF)ptXMl7!`&Mgu6|P3dXKxdZ+Q;@lS)nro)w4+zzf|B& zIMZdIOjnof7fX=eRXxo%Xf%Pk1F~B!%`#d?7jEw$Xl`DPej>k>N^?-buS;T^ucU*^ zI}O4_d=6u^8j6sfg-aCCseZzQgN_0?YaN{StYWTojRe%^-Uoggspr$ajY+k55_)pt z97NM`4ggG(8VvPsxm5KFCAn*UP2&(+LcVY;VH~UrnfrWpPdH+0;*oue`z_2&z=I=K zU$RrP_Rxap`>WsjZbOParzZNS)fz#WAA3#Hjvf$84SK4p?Az2l(dtTIm1d`1hA9C54}`Es0A?fs4( z+vRfPco7#EgA+_}<%x`3EZS>c$Fip}&1h`No=1|(A9dQ{bq=8F z4f&gaQ=#sDC??BkAKT9UNc)2md^&09txR@C?Vw6*!7xTkeE2cBH(1*F^@IL06*iU` z^RUQ2Z{*XYhkydbdRj*r`rE7Cyc~q12n$Jm9s97Q*9}QP!%Iu?W0?9}{OSSe1!i~I zk(~|P(Gxylw8Oj!I2pz>vRgX&Bdm+-s$vL-8D*NB=YZxct26criBsb!%wKDhbiZhJ zH=E;!(me-pll-HqjpU7N>7V!az1u=+s^fG`%Ot;~@uf{zx6Y*fos(kgn_SBJ5UXZ( zYa=)uIQ=Bxv@!XlOywQ%m42H;pif6|eB8Id@Lo1?$J`%(oQ_^ZQ^v6*Fr|W08qf`4 zh$VIhHuQZtB!~Xxx+isc@t+qArW)ztCzmq22Siazyd8cy$?SaCRR(y%BW zWxXTZehzSMXWsPm6%+xPbgE6fB-@=fw0N}e%zH$7ImyZ7S6Q&GsyxFhy)%N&9Yi;Qg?npA-Bl#9ieFKt@d~ePxX>xF;0POZq}X7K%Q5ERDX}`ZUp+^o*BBBrWpms_XOM< zwnWLzP%G(_#D()yC+aaeqhOH%*?id^%%N&%P<3rr=%|C;lvr-%U)V=jwZe(<3Fky0 za~HBtF~2?Q!6hEP-sZ%sWAem~g>hz^C-|WdD?-X~JAq|;I1}lvKgfPy4E%##HRBf7 zu5p*z^Ij+C_%Aiegy(bM?NJ6qM?XC3OEi9m|H9bcrB>XSJgyh2MJo{)=Joo9F2;F`T?wSDqLxa?dIueg4 z!`Aig?nLyP?rlrF7hO+yA9DsNu1vxoYl?p~_SI4fa3d0{4g)zK_4UaIl1&6Em)Oq% z-@8J=1Y_BD_g1GARY=W~#sy*J1ky!`H9}IujqP4s*lw)QFU}ITq8t;pXf}Ulg%OG` zxS?kDNG(VBGx>4&QryOw@&S62tLp2~!K%X5;?UO!f@#8!GDSp_t$V|bUrr~!mpvf( zLEfkD$-SWrtg)^p?5}bKubViv>a@2)5eH7CK@fji640t{)bBzQ zI6MIzxXJM9_`2_FeT`D-y7(Wv#PWU@g2aMZ&lCxl|G3L=OmO#PwlKE?7+=(bXq$>j z68k;893!E^x946}KWMnh@3RTD#9`n0!mg5h*9|SjBfh+iFuuh& zYxNa`0eLgNo?DBe(D7I@8pixeuo_7d*)xb9-Epxc(0?B-BPcBMnHsr2u(q&fOTugt zCPKMjg1r$b7X@2X2IQ;tY!&xZUr(~y+WV&8L=h!gB0MU!0c<+UOY+10s6vUkWKza+ z4c-mKbzeT64@S>L1S_W(6hjwy3}mgGB~aI3$M%3Va^!qnQdwZ)O1BLVO@8g+eiSB5 zke+)rENJ8?3xJxysiG`DivG4@Y3IMt+*=5!!F5mb5r z`8g0cXxgx=3b)@4!S!uqdAx)+XXi24IdMB^H~@Pzw9eLJ7{+!!r=`QgeP{S_0o};A z65@Q!>jAr2`DW*UpcYmI+d1~U(M?yF1Ds*7WWAz!u4l_jyO$y0TQsj`#iKBX?ZC1& zP8l#JdkuNCW?P|C;EV0 z`Qph3rt%nRgVwhsvviP~Wx)&o60}@)SGo~Q&9X+JT8U8ez*G(!+4umjx;Wf90BYoy zC8{?%mPTMm-JC-<<@z6XWx@+wmfJC68f;9PGcty^wyq|f0~#R9-%o^WaTO-9dI+$I zLC65J)xWT?7ua1Z#a6{p7lbV4XA4Fg{gHL!QAWsR{wr~+){EQ>jXcNr_8!SNFs%hv ztA+Kjs)CasAD|kYJ-d)JHJ3a>23C@)XLLWMrMy+tn`?d#-3x{n==!O0QL-*$wNy)s zj#nA9Cw?L+l(6vCrplIXT+!1Sr0rtUmOV=?*u!X_tj8uYaC~2{By6Z*LashKN5{kT zB>UyuO_{+BxX`TSMnmT2&A$REcEayut3U;!XfjRiAg=sM`cm?&tbNjJL6fOZCjH7( zN!Ez+yg+cL?3z=7(_xh}eawrJmOPWb>kk%Z$+TMmK}rnyaK{)Aw{mo0E+2v4}5;gb)A&H>%gZ?vNHZ~n1w zO8ObsrJAeKz(7OsJ*=QM8upE6ab^osCgeiXIxOU6Crv(N6%djamZ(Wu>k?Su_Q^zYrHt}Qm!6Tem~ z9auw5S9Tk&Z zHcqNGUPXihEzHbL-{J&v>Vk_QWP`TheFIz>FN2=BhKMQ#lPo})s3@K*-G1GB`Xmsm z`>8D3C2$-6$HVg#ue&Bsu;Xr}H|dRxC@SJGO)+a48yr`6KUGW6_1Dvo;2ZC_Y4>2C z=jd|@f;08yKlCqS*1?rI&vKfc{6+?q{%k#?sK^D+v%V(g;4(emZ zKUjBuj(0ut{FYR=^FeJ=sGq602PwINk%!*sLA}WdRaAbhjPx8sWt8NdkxbW7w zz^gJKpVgi#=Kx>Mc~$;(ixnh{dpajx_jPB6xU1nf>;m89x6dq{<_Q=U0 zxJY5UP7k*USL^Y!V~#1)*XZ?gDpo*hR#(5{e7qbPyW2RoaHC?zI(Qz7xyW>lm3}qK zGUc|Z{1t9xXvwLf=3s04GpGwrel^<-0}6oHDx1iVY~YMg+Gv& z+z-j$!uZ-myW;b@s+Cy{+ByY3rF^E<>c0}SW96O?n}*j46FXFk^y-0FJq#trt3S6YHBS#i)RuRNqQ=}fbMIu5tTG^n0 zEYcKb*~SWFA**9Dr>DifEN9sB)6v83-!%^XLG|~#%m(DT9}d5%~xKrJz+NCr^2C6 zuwi#CNa04<&_ppWZlh=UPo}TGdUC+NGutNSz(di(-}be(oE!GnY`b0obC@k7x@@f3 zj)m%$KSS7IzDmFy+GkUmI!<-rXZ6|I?+z1 zX5;>MmJ!8-hS-H9+*t~qG;g`ZY4@Bce{JUU`&BuXo!YP04unS#Y0^1+C)nJ}YnWjq zYVZ%Kb!UTJQLo~bGIj=*_8mV5RHozU@gimD(jFcug$*z5UH%wadGNaP2w5I<6^@V2 z;Ne}-kv(jX^|{q6A&$=CekUioI}pf2Kx&@^XpL^xwtzOh&jFLXjOeeis{U?WJl(2K zJoHv)!+DGyS0umi(lzaZJ{Qy`v%QZa6(AW3f1aG2hFgcKd@l4TGRBCS&Fv92b5k8^ zeaaNe*>=P!A?JW^sB13%hjVX7WiDxa50-6#p@h#kX#Qb;s1XM7G~MGDy$#L~%eq*v zD>Gw48uuqss-=(>E`2%fq7DnaX>LC%;NENEdBVPKd>>Y6?A^QCT21vizvY`h(SAfq z+9403a<`#ZMH$}@d6q=H*8ko;@83T7Z^Lz)@w2-`sN;g$Q=L`xp(cIozV&m3@m$hN z$4pqP>96)^yyRyI;W5GHboIyLzC#k!Vu@5E@*V7tX#_u$Z#a;dNx+h`e~OD(aD$Ii z*v-*7SFF}io;$)SXhF5GUen@a1c__tJ_me!D14}wrc%2noV>3to%o`^Q>ou|{wo8` z669{C14$Xqd{2WYIyoF;`ZeBTf8BfZPq7|oqEX)B_SRo?V*9hH>H|&W^Vd*VR{d-v#ZbKjbTW==YOFq;^_z7DcdN9`aOiMn#fMDDR6{ z6GAuckM;UcEh_T1UZjCPGwYT{M>IKEzzfw+E=qu0mc3u8N#&S;XEz>2NRww!=4c53JbQZ~k2WxS& zXzc1a;Fj`h7l1W$UpjOe*v(qjA_%b^r?~7nlQ^4REa`bnr#9!|$upx`la}Em<;YqyO|-CDyw+vPUvXZa6uuFI^UXeZG~suaR=SLgeU_ zlMB^A3b$$^6qFQ-($*XU&H;7&-kR0#!B1@_RR>}!;Lims&n_jN9*9)1eeptU-&MQ8 zTkSRg5hWhHIDl}3z8DL;1k0|HR6bTY!34{Jwt}(fd3k>u z6eY)BK?ZSWg#4H=(J*sMM1guD9#mYxIPZ{@OX53%kFp? zoI{62eu?PoVLDQC92B7HZeFHRi7tL+@Qf-lRb?eXmEu|q$fPdyk4u1Tp~&QrGXp0vrNrs zn}JyhHA|%7_ow|riX|U9A=y%2Y4lto(ZpDto-={=7Q&lpr^&1Dze^$}W$lPJ;}pa@ z@gY&C>|62q!3Ui|75R2h4DzZL5zQtg=89d`D{VX2;;cR7>WE$D~OB> zHIYoY5Ie5df6jK~Z@An*zQ#b53ssAk%#Jy@ot}5Bw0zrFsH7;vVoh8;Tp>nHb+&YwMsrybL>HTUv@QY zpdD4Ud=6ka2fU3w#W6;b>6Qa6J5ONSTR&=Sxoh_STv%eh2n$!}d3(EzodX=(B<2?6 z!Yf172z*qk(YPkrikxl!keUWnEoD3UiePWew!oqJUHy-K7viRN)j8l(0)C@7aYnmE zv#?k6!OPM(dj)xvem+!?kZV{?3c#r_ccfdf9`3FshtR!^iS9XN+ zeefdxdPK~)Z?Lh>jLpW)K%gNt@v^@keA6$T_dGPoXmP=7xliqnr|A-CA`oI`kU$f% zFirRI67)m`UHq6noMP_z!wqKJc{yeu^?Qz~)*AGLV6qh-C2d|VGYEb-bm$pz-)k7_ zIWK1w6Bi8r0fie>H?s-hrQ3yJiT0G8O8x?9O?o?_#w-ml`A&@dyx#OAt~_t67X7L* z<~Wu~KF)K%tBPf)A0Nv!CjUU>u{7W8I?P@Zrtx2a$P@zQ8f{pYE1zy zLye&2SCR&T5Pyb-nL_(f!&kjX!?t-gR)JdDu|;L!t3!7#p3eMTFS@sbKc`FUR&m`H!AD4BCc%~A{%Yc4BR z8R2rd7e~UuTDK_6XCIm>Z=(cK5zp>?-{F21J;$;)$gEf=9E(l8pEqZ&!V*8cXVt-6DhXm+~9Ginjj{PIMXX7XH+&k?flU_BaNE zPxw&-Z_AEk%6r&Tf;~f%(?a}g3UznqG?V%!doe#nk4+!`I&Rsdd574X8)$RvRiznj z)yh|Y9i)6n_;JPb`orJcj(3*Zm~nHRSdNc|c<6ONa;LhhvjN zev&uzP=ZynhtJLdWi~kd$~xQRL~6rpGrXqVZTzYlp|3K`WQLGi?&(lnIx9f%)UKJ=;&U4)ZO&_sMjxyjleNho{;$QKrUs`1!lf61g+ODT9m~)Cnqb^+rt;`z^F`+pMuIZQkBvppo%~ONLcTw#vWKP2i=bTyhPtMMx3u?hT@y z-rd%W;0A*9@MJ8vNfJJ82drCpWXF9nR7Fg zzfy1!_WJw2kg5i#2h`U(y5RUh##+uOymyu}&M36Jew)iqY-n{#^QEQ%M5o)U>&-^1 zswk`m8Xt{ve&fwC;Co9uSQdlIJqQU-^NY}B9e`?Dw#O-%X)JJ?cOGykR~>ecU6Agf zw)nZI^yJhqj)ufh-Iy&Qp}k?6viOb7dn4qBcu36T$289ElKN)*+GV-A$S+hIwZgl* z!I|lY6#j0nzyO^{{ZTjdwmdbu+m24Ei`iPLbti4EHq0XNHL*=;&)T1bg;>-p-Mols zYf7<_dN9OiuofO+qx5gaA-vagP0r|gkbpjtA3o61CcEG3PxwsK5f%NbkUnB+2%8rJ zl{-yqmQ-H9^%TDO>&#E%IWg=z@H=Rvb;6b)-?*V64hz--b@ITB`h;2R2UVk9BzgG}+;fSaUOzbu6EVRg%ZVH{!>>uQ@0fctd-G_6iaH zB|a$lpH8vjz}3)ikXHr=KuqFP&j)W#Z(*A4ek9HG1&LWHbtrw<(`Qy%bg&vWl(t*p z^8P2v@TJejz-)G#bvrKFaIzmJr4(8k^9~7MG=z$xh$v>K*rFHBZe?det?#yiOj=8I zU?eu51M&^uFxgSRSWjgBRB3O%{2Wx;TcmY1p(2>k$f^zbNybfM52gJe%Af}vSBkUP>-C-T|4R?2CHNEzTPCIu(f9vO^%D&?TexhPhL;H} zBg+2&o(Rol;V$!0k0oje?^pCKbn$XE8`%dG)%|I@lFUNa$Q_>?{_p*4nfY2NZb(qN zCFr*G3prhp3nNA?j;Tiu( zU?%5mKodqr$1)iU@?jERlD_l7>zz;bjEk-QZd+x9 ztKrB@OvTRfkQ8*qcKRHU-SsWazaAz%I@L$>b`Ml;8+gKR5AEyVzAU_2$a2`uW@9r5p$)E0)X_WCS&Xw$G53>XS&xwKo(N626eq{CSN$cjP(DfbEvOB@u+`e|9e@17&%-lz5_ z4#s_E(n4_Qts;qb;`{pRr?uN1-bv1`?8sqH(g{B`%(q=OFEmxOxN^ohAQEIg^bj)s z-A|d7>xBlt=}8|?YYTKa>}QD%Aq1JL^<|tCqMPK`eIM^gQ`opcqP7{5nXifv6*Zw9 zzgE;1nIDAgoVyW!o#Y^O?;N1@H7M!f_R8h>?)N0Hkw=L-d-GU@!1deOddsV~y>&y( z^Kzql%EUmC`hGJ9n#-i9vAuP_ht*aC@hvQ~xfgrIy>e^}UFXKuh54{z-V)2vzLM(+ zeYayKJ9n#)HlwiNKF@wm!ZGgw!l|G%VQ}^K&gzH^u zM$hO;3^?Ud9c!JJcE=WL62Qxpuq}I21S1`&6qRjcStMF?%o2_(!*ZxQu>Wx_{%b)t z)maQ~3C!(I=gEawIsa=eNh})`W$a)mXgvo!iCe(0#4z^+{HnF#9{m=5%?`Mc2}EfA z09DYG>lB1C?xw_SDA$8;eOlD?^EQXwR6LVe)&AG*n$Yus%b3f6$t%+rz<~bbYAqt2 zFF$*Kdnvc!ZN(<>0f$&I9>Z4$E5ll7)`reK?MVY7v6&i(LQF!sl9Fk97+C2Sa;KsA zFz2c+hH&rzlR*YSHbNQav(Xxs@4r0&!H$1YYdt}sJ z_&9$tcFnVb>k7-(0$qNXaZ;F8Khbq7R4%VKcOpOQS9cMwEAm1_-zai#)w;0rIIDht zZ7)$(bnj2}r3j{rR^#Hk_AezC=%q=dOOBJb8(Om3;*HdzhAO#mEtAnu-FKF2my#CY zJ62t-TP68tPhoHXS=zL%8~6w^$yRLA?pSL$a^^8uwRgN65{Z-7r2F(CmCph(xJ_pI z?w6;p%wWn|_3Z(a4bZ8SpD%ttAS?4~AP7b$`z7k+tmm}GTOeGXX0dR7 zO@1@8G-S6(VVSZ{LD<7?2Sz}7XR^mFk$2@!9exUpUsV6qxnjt12B=G1Lu60$=F(Qo z-_0Pj%yV+B{>g#|IU1|x1)PuI_$6Fm<|(JGM=SL3U4XKl8#Gcq_OKl!4r_X{rW%PbcQ4~Y{;JyHO2{=8chBORcgl}+umB4tu}M=sZ!n${<1z` zz<8*uFSSE_tVmJgo3IuwZ(;P#p0(o3cF7p4r&oHK67g=p_~%$;3at`C(i zWaIp}F8Amuof~i70R+i16-d)Xx7Z6UpLB2f>JhDPl)!oT2ng|5vET*%^ANIc97|L( zGu{r@X?S@Hq>;oe72?ZFtf>fn65r{`DEV}(a(d4KgZ>89>Q(2i_$Xb_mao4Yym8Dc ze4BuAG_3W!eP4bU=D-&1Qj=1V)^9Zf_0g}pq<|gdx%@WcW=IJ7w^&)7;J%UGN7$%& zGB`zUOD2yl;cD&==bO)i`8BA+G+F9g2$5RoT%heRF$-C+ioO{pSY>2+zfy0c2h_H< z2flF8D7Sx>l63ePJ}_-La^apCxTv|uW&=aC>JswyUd`&kd^mrgD!kGwxx1WNqs^k5 z&e$VCUoOJw#jm<1jB=A*-P@1t>k9z_3G15q{*$_~h=gm;(Ka?)F;oVYO!{5BB$pS8!phcsbY(g5b~dq6`y>tpUrVMpsba#HD))`wv#@LunNa<6qEgP4k$tH?EiyT?N$ZYXlpC=qZ&kSxlHobAD>prTLcEH>ozxSk~-G z;E#G>JsTbM{owjg2B&ZH_H1fm@nUSfropu>>b}rKneuJ%gN)~8(!cBPaA~G0sCJds zO?&TfZD zYQbX@Mr&UFXJfB+u*V?eqH#}z+uB4I4(3oa~t+$@re^3ar&C7+7x z4H~yrjkxC^FhZOWIqmCwQz@TMG_t6UHg*i=0!uAYfilug7DA^vTB(mpMk@T*|Lc07a|vTT40psx@8ug%$6T#As}ge6}n!8Dopf zoQis(#Y&QCK5MunyJHg>BPNqjOy!cFM@D&tb_U%EeRMx&oMs$Q~)RzQQ zu?&1^+M;guXUTdRCr|QLTLB_jD?ma?6FBq5YgKB)+`>OPKTz{1z2UQD-HdevSa;N& z=O*y*+fA=+uY(fE+emP8B7S*9S5tWD*C_Z%YfE73D85o41Z*$i+z`uBAE)Dya-oOC zL+F2+`*d+9pUCl=QsiK=ZR{Hm;OfFlyIoAU_+|&L&XP2XSKC&h)Wiq3$bFG%lwdZ< z&})cVl8-mS=22hlxQdsObSLoOL>^1y=HC3I@zr6f_!_4KXvKWUtz2h{-o3M-y5SvG zoqkzo{UeJ_N;Rc@`ipllQGunQDqo*ev4d_nk!<1_$&D<|d$rhlcsvK*x4&Vb(|+@E zE0#!CN}9%l6zHAqo^3v0{C*DLrY&Xpj`rXm$r;VYef^NmlJJrycjmdO32+k|^n(l< zYt?<&nD%#gbNY?eBJ9zj{lO#O7+5v@eWm)yK^w3m_;uaLmTkQWSJu1ZZ$}R9?O&E# z%QU>yXxMZZ>Ne|b+zyl{(WP&MevzK#Vc^s87jGPqx%|5C-_sIP+Ei1%7pe&!mK`N6x-C*qjgny^_%Ob}i#uhC zj*lQeidZnV@2M{Cnkw`jnj#-neljjyA@xRjAF){l@WI*xZp)4k4n_j-!kme{i`x>lA)$*@wup1%wR8?W4G@0;>XK)S zv#x%^g=@NzPj+qM>>^HFD!ECYsGOu{#A=>ZC>D!cn6qq2##IfUTkUDp@aArz)bpzv zp3-q^7yFXK{ScjCPp$gcWQZ{jYP>!z4SVo6Ec`tQ%Tyl9g*NUw@l9HP{obi!B}R=l-gpCpaB<+_?jQnM^e0>X*@yME*2iwtXvGmk7E58`KET%b1drhl&&HV zF3f%MR(l1UdaVUNpUP>U_8;x6hP8a|{+G)V8N;K!w>3IQo|2FMU_%$KV|lt}XBqwc zmjsc$b8nhKy;WduDo#%B1%Rg9cQT)N4u~b2rTTw6)sa6kd%VcJ8NRGqNZn>i!1i#3 za0N;aJ(`uD00lS}K9+wPI6b~|2HmK?5F3Z*RcN--kbkj~5tb@JE4V8}jyMK~4Q3rghLeEs%DfT(h!Jx||!5dZO22m8VLZ6kb!- zxGz#9^S=NA+G9*eKSG487e5fYG+J&2s0eU>>3#dOiu?4c%9Q|K+19aEYe&BE3r6Qi z@|SgN#R#cIM{ry&^rpf+UiS{1&rX|%f7p`d;f4B@PtHyx*EMFO?ID#e<_G;^{6%{u zgoBrX!=1AL#3JFme-7yP7#$;fe6ERVEHNy6BBQ$o+>y&agDSaOSM9d7X5Wd{PCEK$ z2`g}Bm_8nry+$+jo+P0(8frE|)*@V1<*E^;~BaedWmN^S7ooIv?eo)7v9Q5fFUYz-;GQ5vRF zXDi9^tXAJlxD`qFH0JzwFoxr~cpfn=JKyLhi{%}bcZ^~a79KIJeVmC81#=L%dN>`s zr(h&)`+CdLjllLA-y6#GB1c4^33-*211o?<-9D%UYiP*qi$e{tIF!`xUO9 z%%k0J&N;s=n9>@>Cfqs@qbXhx9t8wcvc}!*D|^k}^jBYfcGCGoqC8ucQMj~^qfME6 zX)vN&bSzEJvDBt~ZBPEQo51eY(uE-J=k1}a?(5^?nALmzv?Le%i#p%`>@HUFj6GB# z(VWXMmi*GEfmCjbq}ycD2W>H%Wz+7yn0ygS5XOI;bJX!#b~>?}3kfh0R0@$a43haR zzFbb2!UMl8m7h(dJXSar%*lR!4sfcbY2vSg^0J8qWlK%s^9nhGhbli=I(zL|4mMG! z;{JF}s6sX$R2}-_+t66@i+SI6y6M1ZV<$xw8(aB3?%;mKI;c4Sk{oy+5 zuh!NS2ggFI)saPM)}(tCe$5z%_+u*i7Uh{&U5QI{S*>9Z%!ieZMx);*ww53B;{rqI zqVV^OdmHy&9~vgPWDNOLO{;U~{ZW7X=T!c<&$_QB@aP6*Mm%JkfTS@eX;xTLcv;W?pyuzgA$!(MHJRsTsr9 z&NGaiO8W#yB_I1Yi-TPw?=xcJaSL2i=R@@$6?O9gctv&Ez={{{v!ujw;=XA@L0cwW zbUFFkbR-UiZvhb)kDaYO^vh>L!7hl1}t! z9s_g@-NAih+`co`8#4MQZ{^S-V(UN?PRj0|e3<)rNhc&zwbTos6vf!&#KB`;eU;|1 z*$J46z^TI8cQWg7bFGGyYyAZlD9Ys#?zu;&rg~|3Znbyw72DBtbyyadp(ln$uw0Vr?^kMt z*O_D`U%%r5=4%#i%-zN{#xYltyqDOw_6xoy98)F2XdBz94!Fv(oF4+ydIQ7_zU2l`_iO}nr%pv79pbvkxN&SEE;K8t_?lO}F6UafoFQ`AUv)(kUZ4av!i5Ah zj4Y2`a@cw4_Epj|i|WKSo#2`5_>{GnpaQX*(@&&Ve<7|d+cA3RTmDv}9N9iUgqyKn zM3eTl?%vh7EfGZQ4c2Qbji>8t4okUYeefn--~K}0&HUrI@luFV1j#L*3tj?p=C3KCLN5RgW?M>h=V&cWzrbc`G@=5N3McXoE} z?)lvNyyNw-30Xs%7o9qmOW~GIPhc4fb}d}EhdH_B&MLpBKVASMTcc24p5Dh+Ek1#z zFPW6n2d_*ett!S6<&c@?|9ytLl*dqV{zoR)d?L>Q zKT}Zb$LrQ?68T4fA~5;A15?9%&J|yMD$bCP9u$>S9UjPv5?)+joKB%8@c{g8sMAcu zFB3VLchFw!P@6}fRd*DHGqzLxf#z(Q{Fgx1$>&$^+LO>UxuLXA+(jCerVmvPT3IeL^bT2ZyV`aF;(eZL>%~ulw!{? zkDlkv`$oKrU+gyc1sfOAlDatXxMQ=bzO7#m3Q?7p<$mm=|>eToD2%4mO z-)w^NJb%6bfx@2OC`6il<#S?GJqGZSjwl}ky&-y3q;ueT8UM1JVjJUL4; z$$%A6M(5ccOwePGl&Dl1xb+c)2jNGR1Mavd911B?w(k3Tlk+qPDl5s9aVA+XkHC{E zRHu-PyP`VMP8~1t*Jr=*WoFlK&o_7#!xv!oSIA>NCZ@z_EDvXFO46m`*>9ZL)*`k0 zHLpa+Ox*DARZuHR_}UZG@8yN1bX9YV%|y73HB-^IOT%neI9qt|LR+b5%e_LalKEr< z>)=x-hIu8bL>l3)dok*?AKW&dz@;xKmP;n$|15jU(iFUiwyuQgFUQCQe!4rCg`r5h zzJ@mAoigp>iL|QeD&LEX(w5Kw39dBW(0UnFyPrq3U;Ln;b`Xsn`yHHX z{V225H`xs2kJ%Po&1vuhMt4cEZQ{$r5@f{5-;C|C{KgrGD!Pa9xB11%9Ppd(XFsFL zv4CgSfdV>!-4bOFn`bSS7oVFnLu!9qO5Ab7#P9_lLON{yXhqZR;J@C^QjPjj+cf7j z3s|;v8Cu*g+ZxXU7sY{!^H<9X#|?S~Q45Ie0MPfg71v8rQVDjqYO$N@ddB!FYgkrg zIaTHFOm;kTYU3N;*y^wgBcFnOUdRoC_$2TZEX5{CqshRJQ~Xcwoh~}1fJR@f4*Xjc?br4IQ(s}AACF7Nht3JVeGHt`xqI3?(gn&wLKHz{2gZU zWb=GK1DsVHd2JEYt-^-ccqT-?hEO<-)~s79cXVWr6HuT7rQPTqQYDIkAhrtiZA_;gzP-wX8Z*Cb2_{s1n6dz+ z{*i?(QdV7iuxO6$XT&fVUs(jFe%WbP_#1W^BDSG{uT;c;&sQwj6xV5agxiZYp&{9+ z&7W`|$e3=sq*$C>K${)#RfR~EVW(`jKq z5SR!luxnQv;|aFZ@iP47LH0=LIet#A5mPt+kkX`<0n;E26|W#H+Lh165@qfRT&COg zhW-VT;pp)vjaReYn2>OpN&O#}bO~M{gDYm)4~6PuU=;!4k|b?+C3h2Jyy!;=J^SQ-niIjW&d&+i^iZwyI#B%{N=E)d0f~~m6RuN z?SzlB_v0(to>^}}SXy%p{c)cCF9hi2yOApsJEDsQP=T!GdEV3_t~AC#w6Ksj2=2E5 zy|kqGFZIgbs{vT6B&+V7jO`ig*4eB(F(u~_1`li1IZL>zV}vRC`9JC7w_nON2P7R* zNAet^+Gpi_b&s$(!5l!clWnD4S9WTtF3(-^ySLZB@6G-lJbqwQAU~=TS!Fy+vby^Q zjBWnDkuymO$c02SNh}WsHK-O}Vt;}n#B8->6k<4?XHUp3J_i;|J*NKX(u#Zlq!|ZF z`hBSSDl27e$<|TyJL~nr`*$qg?H`=T`TpQTi_ti(WKWdr3vMKIWKhPk^~GJiP0M%; zblaD_9qIhg15nu#WSzYwaam{&P59N_h!6a7A3^X19Wo!iz=Tj!YIx|18CTDm^gG-M z&dATrD~=gIsU3djwUQ87h5B}B5}UhqrsDeFR|ogKXGYx)x7C-J^c6KekqzfDZU8B9 zUMp|?-l+=fFqN!N>8y0lx*JxA(_HTpes=EE! z;Zo@;zAMB*{+Hv6+weOq>MnsJ8+NtAh0TLnbEOB0RtVNYf^98mf{sN#e-<9@9}n6x zN_6DA6&R%)6XBMP9A3G9hUUV!?S5T&nrk*?Sd-Sh04@l2;o zl|0Q^lm+M(Ohp49>c1i%f2>h+SW?~+bM)c1c$>!E*H6}eFUj2Mo__-C?|i(oz==NH zNlzu5JrYv0GLH!edr2|kqYGKOk^(*n=)bgwSVvyR^qd=VF*gdpafFMT(TX6LLG9-B)o{^!vKdQh7(vV4^%Ocf-0532k)O8Q1-D z^!vp>GN=_@IU!sa&*8Lgh)Nbdfqx|m;^6585xQ zCzFe(Wpy9FpFG#8jLO8)-_Zxx-(C(yyWYsdZ>-QGSCNl_C2q1m_MA>^%v|Z`6<^mK z94yob5c#IIFO7V>qE4_AOJQbgZ*S6Lg}Nh&a5dxF8Y$e5<@(W$y&&DBhIJnX=rVG_wc3)bYQ?Qgn9v*!``3h+XQ zm@5Xonx;BU?7_moKe7OYQ{Wd*x{-OkEgo$&65Kx!uYk@XQd67NZR6+i`BOrAbp z^?dHgtfVH9z{o`AvNg3;&#R>NXijBrGQYf5cwu z#tt9u1@IWp*c^X6G;lo5i;;D_FZ1B)Cj{_IA+nMgqK6kk{<*a4>=x*Ekt~pL6&l%S zVS$b8B>9OHU3jVetn+%nxA~Ak17R?}TDRoH!ew+lNlGdYo9oeoDoNQzf=r$_^M{zp zlLyy-vIUJu63D$Z9TEY6=dh)oJJm-#JJcNR1!`-b!k9QHFtWN81*vK_uM!mpOx;py zqbvG;Ly2d63t(R_$m9yF@?GeAG}q)Gy}g6hds52*=+v*LE>ox5((JN_uwkvqYM~1K zRtGd-LG@K?`B!xLCNOUQvIRk2ZWm$`uU`_qIUVBb0qAR5)Iz)Oxs+B-1C`Wv?VbCe zJEm`QT|%^9o=RC>dw`^tS&QxkcVgPDswVWuJ&k5&nte#gSbKaDZ;332B+OZR?Z z08TV6&2AEOoyVIK1D_k>qrI4qDGw;-{`yNcqB+XO&1IES`k$W-lX}2Dy21PWvK$%3 zP>#D<57u++%X@h^F{$7BT+nt3HC)xx5VtWL<;$K!Cbw2gbk<&>SYf!1aezN1iXO*#&9KYIoTKG3x@EU+Wn8QJ z3yKKD8B~>xnQWhDU$sQ6xj5HO)G2ZoMLNi8%V%!?R3Sco$nsaDJ9E?L{Y-9#!j{e$ z;MFI1xWcB$zTLu~?Ae{42aRLcv3*0Lp||fR_)IqiuCU=eGU4w_CG%wj)jZT7CDbqE z$=#f=t1;y{>pa%96thY{2^>S07p()1;oCwRxvYwlb8PG?SnjKfXd(sti1msRK4_gHt0Jdi8 z3L5P0GbW`sMq>!+NisN5UKjgGzT0z7Im%G5FDi?`RQ@7*K}t}Nbq^#OgJQY*QsJnGyllO-~(5YD6YR2qG;Tf zlzZUTwvPa&18@f~C{7$&EHcSc;*86EdQ~n-7n`xT&CcKA#IzG+S<<4bQti|*1dpVC zv$J?u+{~~{kI1Mn#)oP$S9bSQ2K&|BINxtSqMMw#Xn8g9UzG0dr9&O-^R~k1R`+32 z2*jX?VA!@U?D9u_vSaxDY@;p#QPhr3dnH5@7Fyn>d7fNdUoz@dKZ56;vpv&gZtiXG zyBn2UK@#%=KqP!z!e4)$j)U)mus5+PV^en%Dq8~7@o52HbZWc6Y@(0;E~hd&wKU$O zixxSj&6TUW7BPnWMTHKVXLr-31o$e(+ahl2BNps0sRCPqZiVKwUqB1=XTWeBKQ4O@ zqjp+Di2{~BgSSAHWk}IQs{da1lqmWul~GiammKM*FSWdc>e63Qr7uTGRpxIW@juhe z|48V#vOXE~N{Wy2&f8}9{6iBsc}J-E_vclDG$skpiHw%j&d2xZ3`TMlSM8o@FQ;#N z-`a+D^k;7<>(yP2IsPM)$kyE+lCGoEWC-pr0=b5t#Q_v~ki$KDB(-=N25+xv(5M;Y z9fkYNKWslW1OJg4UN`swf!IANdT%~@lFg`K*iH)#vAH#oM4QD7GPN2Yz_3Z?Up z?0#bWb1bzN&rB&i@NU;0N`CKDtUXMxm|rfMcEzX9sptrJPW=FAt~6=xDX=UhQrzY=Ey{{O)Ea z(56Asx|e;Vn&>+1S2{FofD@(n?DFjobKkLKmFvGlh;Q1^!VP$hG|ec)apyd;r`#Da z|5E$;%h6iem-`WFV+65fTb%<9X!>KQ5V64VcRy#;=FgK`i;Q$7*#^eL?ny0m;kCS= zQBge6q8gI1z2+g;aQ})|)aFx?=Q)Faiwa>ldCePA{}xE7QD4L^pnldaSEH*^A6Bzj zX(wy`Fq45L&~$b0XGRmTHKJi0;|>x-OY)8nDnIy$hQ@G}kA*l?zlB_cij+yQ!reX2fz!z3ZtcqnYvuTaad0I&N}@t$T}O)C z1SeTLC{a@Dn((3YY}+G^q0-rU!ZE>N@9f^g$>*VSh|6?WsJU8Q-IWwQDd+uD5=liuK+BJf5i%)KZw5osn*+|mJ!jJf5>>uW_iEaqi`qdDpF*}GfT{q-_^%jjf5yncd5{8IkwE8hTI!dx01oOwep zvO!~1di(-~zX!;Kn_@lW2&xcMCHU-j|4USTD)*lPgDqH7{m+Ba);1$!n(nJGNx&EO z)9=7?@f^qV1dKU&JT{i2Od}vQ*lp&kA>*R@q?0TDTTU6^hZl5}Q@JW28$?AN?lf>adcr_uMh9+Z zFncgHH$nUl4|kK#*}^omzxW%oKoQHcqXu&%9&{vSyBNakh-l=1qu{Sj)_@D16V~xP zAR~UbgC+z`c%LNDB3U)gu}qQs=GM`mFHazW@;WZ(jrEP#-blakk18_d+Z}1y#JK5j zeI4f1Ee(xyRq4xgVPYMYu0D%-u6%ob@5mTp5l*wYIg$w$#Rx_E?SBBgb~9{YIege$ z)I5#oef28*# zn1<{kcQo@TgFCVGzl^c~SjR*QH_eOZ-lB8LCTBO>y_GoS=x@Jpu|c)*C;_lSnx;kx&pYzGJAy;~gy`>nO4jBq zN^*S%`)-3SX)p1;PC0Mis;-5wKBmH6Qste{wZkGhYnkKF@eM{w9-diP`>zk{POY}I zMZqCn%-`CMmf=-`7HbO-KJQz^`p)z0%M_s;&!vi~6;7OXLS?7|k!Q>Q=P~0zqflQ= z-uJ>CCI6_5^rYy@fL!-` zP-EnAjAX0@W&k!RCL6t-_^ZOSXjyp!4pNVTh}%?3*U%w;;&a;;o|YKVNzTgF3;UJV zmCC+fIoyUbC`p+tp7JqsXw+L9_ns+>ZtOuC_ZS|jdXxJT%u_W2kUv7J?ayw%#XwF zG5sSm6K=hXAwhN0X=(Dr#{S!q)_8E8yX;BIEP41|t2#?C=jPy;SJZ7~lfc0lpe^ZN zdC&n0wY8u{}x8Ws-qRbgSokffIgcF&@f=mqk+MqX9uhm61 z{OYOZ^_b$oAhAbmzyucisWRG^kL6Cx0w=du(!2W#d8O-bj)FD~T~3ONiu%(Z_fmad zo*GKenj(ZOA>sj=M0DN>DTEZ{5B*1WkF!5x({Opjfpc(hi6seZf+ylm_7=yQ?Ig9m zbgGJ5c7#AjzzFJ~IAxj~9qH!GG?G`2dK(#Ej-NT4-CO{aSA~F3yzj{Xdm^>-msA1O zWBPcivu&D3xc5hNEPjomFtzA8TA5#B0C^`{>w!^4Pif9L(| zaRGI2w`|W0jrQbg5%$o%x=Da>xB2>RMV~}&3%UmGKMM?uSB+mE0YACE-mSJdZ5CR7 z@Z+t{2BbcERwn&ih2Fo{%ngq%;a_-MU3W#E?BKr|r4CyEk(eD!ef2Rw4H#G_6dJ%V z5x{LnPEBjaTr!|MZNsmfB!}9oyFw+bLgZ~4#1g*R2lQrbrkj6N1b&2z_?B;jvC#f* zvvNtrU1;CY9>9}t((rmxcJ7nI*E3>U5NWhpOgKfJ?7B601^VeCJBoZofvn?T6*fK^ zRv*z+_zmOq(58ET@Cy9JE}`3>q|CRKE`DD_*>}1aBCq_uuMT_Nq$7n3)6>U_^}4;` z$FWU-{GE%D<@2C2KsrW>aRtIe^3E{_%O_RWDA693-ns`aH51L)CW5iN1wUy#JDp|qSayJXs zQBTR($|06PX$*qxh1w^L%`J0_={9LxACU~5R4+RXM8{F$g}|Sv4#M8n95x%rUAuDU zn5%)AD!O~Ewi3d{NIOd7(zv}?;-ecxU@^^{7Az`kb9lzV%ZhymS%%iWTF`M#SW1E<1{J{yeZxj(I%+CEM#eu9`oOV?d3eHhZyP+;gfhWdo)xU9 z()X)=7x0tHZir7>Tecz|-@dihnf?odF5Fyf5?2n zs;1xjXr{=?GUG+#;3>oduD3$xx*Y3(H?jI^$fza{pUE@&$F_&DSG^W@KCrJH6N=_e zL!^Uy#zZe}3;k_w2s7__N8lsQdY-UeS}A#`$dM23?)nw!35+z2_c;GRdb-Ucu&RDo zKFKTwy0@WX)`!QwlP88k0@UzXUeP>*;`(QeHR-F)R;NG96Su4?_?q*%c=kXujeqFHo-qa? z7+e}b9%UW2fcr*SW^QL;u{uIME(TXAAD5-gXt#BwpB$s>Ze-t>OIq2NeVvdL{RjE! zUUfO5Kk(T^%85F0bO^NMvE^@;YKK1B6=^UemRwXm08-P0xenp9u2b(r+9GxYGKq%q zCs%hSnrxqZKy4bZ-V|eN+PDQe?{fegiWskV1PWL8Xn_-FtIc2lMSog(#fE36l<~G$ zsT~g1*b}DKvzv*f1GVESHdaT)4qaEhl?dmc%Sov;=|}lHa$2I{`cvd%HLnXEG%|DpXv9!qJ{gS|A!faaO136H#Yg|hEPSrgprk?E8gD-0M^gxk(LUNg zuoOQVXb%n-M*H40+TOwh#Um>b>vfDfb1C*t!kf-UH6abXAPm zXCApXOFh23ddiUjBvCaNu&CE7ym+HLAw7FpE%WIB%85!W^z#l*{8gGUlZn7W)*jtB z)^;nN_psN+rQtbvkQ+SkX2a1RtO38A5G*(6Jag{%@`q;Wqv&zN&)&Azpcz}Q?FKtf z)6#8S@{Nmtak+?7yH^+yK*JX=&eiCPn@thj6`KaeV>^qFmK@+6wHehl;fMwn#zyW} z=7!k88K6e%*L3@1eA0I3lABQjnDVr1 zk_7HQ1Rk#nH+jX5H`%Id^9g>pg-evB(HuJD1)VHPZ)Mr`ed$z~P?P43?gI_mn?Z@< z37Rp!#_U`_%~uQ)siyur_aX+R+r^U70Yl~Kub8Yf2XutR+g2wPhCg^iAKjeR@OM|=B#Xzdgk?y09;h2vt ziC+}Z_mYT~Jn>RjX?52W%Gf4ToWl)QbNr}#-F)(qt6(E?Md?&;iu$u=e-r|Bx)GVt&6E0ov$<{Vp_Z54gc zr~V4XO#EYG-L8hw2@l`I(>pbv%epx%WV`pjNV^c}wj1JesDn-l^8COroSR%R335N- zTSt>$gyMINEW z4wU|9&X!qgvOzF4=i^0FJ-fqP;+msOHYo9F0Nwn&ov=-VQEh3Rp84z(C}!k2I|_}F z%Bh_Zdy&{;`~61fxuP1%L?NKs%eXmWZ!|k)cB@a2lOjuL^ajBdz9hD>QclwQ(_U=H zEf$fwbR+IZ(<^*qZ3bhhReJ!uQ`ZL1s(`;N?ebM)^56&ChTy)71WbPr=jW4f*+9ul zc3(FWEgQgeV1lJ9hLXgY7vs`bZ)qYox?H>Fiz0DsQVmz~qH@MW^YfZ(D&6Xz z-42Ou1elJe`y8iQwW+MKPlbzWo2HG zg)Bo6x951G{O)<66n>K@%`16CvO6ofU+dHl0#<6nMD^($Ef~&HnLgaW5fH1!3qdPS z#?Ae8--MZLX$Crp#<8QkvouF8^WM#-HOHZ7rR1;XEvu! zViZ_anB89v_NM=HSlJGs;qX1UyIpgZAaD#!c6BaX_;S5=`3Qc)#AQV&*yrHey3?Kj z_X^|H$D$UF6OW#2=>DN(B=S{K+>3lIqCRKR1!#m|$kvK3J6+(IMry?>qES?`s)tvt zY24#Y0!!`=PKIbsKJQ}XcNJYXthsQ}UkF8AKA2M51tB;Mer(I(Tza-}s^f_@*1R5v z_*{L2*j>$tqQ3I#)D^CHXYH`|h9mOkVE-fkz*XWMh`Jvinx9BV;H$?46#i~$pmwII zx3BL}KR8!h;uTST`E8L0CD3drcc=H)XDp^ufJ)*lAru0q)mQb%HTs)5`})6-_1HDR zZh>K^W!6jGbb`bvsrkTM$ zMSkGuOh7PoG80 z75zA*YavnB)uUG)zLkTtSF{M~&<-|Qvwvni1Vym5#6ed)o5k7|su2uH6TR9v)W1(5)^GnI!raO7VT+L?}?1?zH_v3%+5c>7ChRBCI;WabaPc1k|f|*o^^vhFL z+>Xf$+^zPS$$(Emt1k>xrK0CKI+brR9=+m7IbUTxF&!pv2|WB3&;IJL1QTinf7N$% z(?P!>FXOVHd)-7)yv)5>M&mHyJ3p=3qy0d!6hek|u>GmYQY6jnjHLC;4(O+#rmaTF zg~9GD6PM`|=(}~dffh+4d2Dm9hcUoo?J|u8emK0s@C{3|nLZ=osgcs{k~y@;`sKWh z7142j7s!k!KW+`+shsqaf11#p)GKZvp3a$OU-Pq8WWLYUS^I{Zuep>xRbCsB#z90i z1|zS66uditTpwyxXlbhLlaqrEi3yl3F3W|~uBh_L>_Izc#!J)l=00_4*Bnc3ySmj; zwS>z-Pf|7*zLx|RJdo8)t{8AZAV0b~;lDJ#Ysr$@h-YA4UnzyD)7$D%d9qHo za=rIVoX3XEMQP=E5_lFBqW*HE;bj5l20kIp+$FvbcNEHugKsKjNggx0!_CK!kah8F zljl|kSWh$Os-5mco1v>V;M1zg7SrWDOFt1GLt4DAfrdb>^-mU8HR~Eiw-Mbx3wG*u z>Rk&Qqb+Sa9X?Tw-}i_`ylkV00?4_l_f7mSC`M-tn&c2&@l5rb(R=L_pUQ#A)cPQOnwAshocYE7J%C8Xx*oaJfZXl}k) zK_U7|#n4A?bcP(gyZYVO40i`XsGtS*ww@^I-e^hG+=bRw9kM2MMOvX6qx-u2N9E5h z^wZQ72Yv>#r1+c>q73j#OMG&MLleja76)mO`d{hXQZGNu^`|^N?baNxFD+UT>f8~c z9_IeO>>#+>$vpFwwS1~9oYI-%rhc6s+Vdmg&kjULBbPfu&+d_C!NeZj`KicXOMNRy z7_3S9*OT}kpALrR1+acuIKI{j82jXfXx*4zc8_lGRH1My)5E~5ot?@0#ry5H%k$ju zM}3*{<2@B)rcMpVs{$`hXU|)5{P`9fJP`D-b9G`bx`_qqdK{C0*o(8p>(1c7LbT0_2uuxjt3Y_@D+Ue%rJey73ko&Sp){D#_ti+IN*N#-_Hia+95DxS*{oP=hTVD zHjR2RI)U6zb2Uc$@ep+qrS07%8Fwy4lXkZ9q)m4wB6GX215ekUlQU3naLU*6O{6)8 zH6Y4r0mj=k#N>xy!7H{mybn6BuoVtYli!z=GCvVpS(OZg5fm%k*YD=!tYEghw$P9% zw-R-ojtQfP-EOb#g>I$-sLl*9pQHI39@+8u@%ecG^!L*0@1PSz;Df4X<(6S!rt zdpG;6R&_Y@kIF+t3;T-~ih9|Nj>t(8FL;XZezN5A*e*f%F~#`q;}?SbxSz5eW((wO z6K@kt7wr%$rGad30ig?Q5%TG@5Jrsl)IpcGtV(Z^R}(yi3~fFF@KReAMc<(UN(AlC^k= z`a0sEVaQR4O5X3*u&-(gJ~6r_Zt+Bh#>o;wbrhQZXndWERP<}eDgdoQl<|~p;45ju zt7hNX5OyKlO+tL}B5sxZr5af0?Zk(j&^ z(XBRA?cMy_<_a1kceqs1o&WSe9A z<5eyVN810$5+btBzn^x2SNw}KSpFWSx4Xg8PHwCiYjD?&7O&m%sN#uF?Y45Hk`s@9 zHSre@Rt%KkLomR88aOa7Xoh8*0o3ca|I^$`Gj61IQ@M5D-IO^-_nT-q(e@u1Bx+bu z=x;GSGozjFEace?ynUMGO@!g(DHQO~R>ZW$ScMDo{RpW{WQEwA?< z8pI2-x6igEm`V=JBUk4+d0UBeiYpLAH8mrYfjKSbWsKE@hS-XvIlxoYBs{~Jtf1v4 z;a(Gdb%ipbXe%UnSyke^_VQb|9hnp__4o;)yCfX>y?;~IinjrA?%^1?09J>;_%_2psOz6yzXM85~T1Bur??o`${ zk(R|9y$y~1N5<_tS`^uzy&!Wx$EhlY@c(A2RcMFqS=sNsli)zQz3M;&5wW^$#Isvmy7^5wx%(;|9zOFrcTR?5oT55g3$li3w=TTKsC+}ZJQawpDuUtF0qrKv;|>NDK_?(i2mr9f_&BrcJ@E9>vhawAKs8);Y8 zm|~04^wg_L*VlhnOZf(>5#PMnAL2)svn+;PvYXp`S+fZ}H-%>wR~JxfgK3nn{%FJ+ zbQ*&`b$3s6y``hG6N-14CO-5L*__)wjNBmp2CQoZ(6v3 z*LR?TA1vCcRd3v+kv5D7Hu>+z^Eq&SZ+8vfIKenqenpi@jPh-T%3~*mcd0w*Xpr## zUy6T_o*XE%KQifV zoLBplnCiPLg|RnK&sI8*Pk?FEFdcgiEli?g$Af{MLH38V8#;hZvD(wza=tuLqW|eU z3(_3&bG@!%+TYuBuHGqc;94l`zYXPt$Llm$zglRM$<{?@8rKS#DmRPOGpU$jxaOzT zo4PNZpAa*CD^XsVT)6#@4B-Ld`+Qs#8{BikirLXKK;vYqd7I6zZ4d)c^Fvux zC3Ba1Z83x%kRUj_+_NBjzp|15b@_UbmE;m+>i$>jNvr|+4a8_e=l1nW!`#@0+ zrJQVn_g#j6XLg&jeVH3tXzuzuOZboEChm+t1~Q4;Mt6?dO}waEv=!+uNHJZDlm4}? zDwjR{@pm6nX8OyIid1wYd(olz&=$8jJDvZuX=HxI67}YUjzG&M4i7Xu(wGaYFmo7p|1-l# zWLz8NBlPC5tpI8XBvhA2LZUy3Ck-UDhDOvV%1Gu8d~fb{Xxq6@dMFmQPbbk+{-7#M zddVl+_GtbVjNju!hlI+2rVx%=8<;jRV(S$mcE#2E_#MxUMt|GYms;Dt`w}~jktaAk zaG{R=q;7W048%?@z~-X64Ma8n(_@%%zugaK8zU^Z5TZ#s7>EIJn=b#z>|sCQqfZR< z@_L$So=`1bna!gk4t_^AhLF*+Znb?i=_S=_S6C{0Xb+?I{HQ|1(SCq?(jlKxf z3cRi1_X*`$O-x_!v#}+Pdrz-d<4)YHG#Ufs)-o>az2~%y zz?$o8^c5{__;HCb5RSayT;(e(BD@z7;8z8_lQZ{6g9#UgPWzI36iX(E<r{jwvO{|y}kFzR!M*TzR$;+H0r~V)V7YWM$EhJ<$aY$M|>Q(&d zh}JGfWpn>rDFLh~ggf#(ax~Tapqpn2RIE{a2a$m7e8LAGE_ObCmlHox<;^nqb^XJz zN#XS0IXOiWV9oD{iA@Q){Ulpm7GTJ*k^2Z1>$Hu0kFU}jArRD!QyAH{EK=bwtZqRF}CdK z`PV;_)zBp;5o-0Ys)-qwMR(-z3R$ilg~qtkdRbLPjPI|mo#e=3UYSQen@Nf`i z^KOKA-V0RRC&d}^XYYsuuUBzqsy-6hS*L|5WnhRGgcNma1zyc|3KcEyW0J2K2!OZE z(FL}*q+#YCBuW?I>WSf93s{|g&=U1z+Kgjfk+{>TH>>q;(FvNTXRlam*WR3!Y!+vF zT+El!D17=r^997!>Ea42(!hCUpP8_DRE!A>%|@BV%7kr~t$n`sfom&dcC;9Y$(%b8 z7Ps7n;{}76>L!teTkPpx>-(uDQOmxn!V!kEiVsT8*VeP0&Ql0oMX=eQ8CP= z>Rie@yFBuD+y2diF6R&$S(c@mBP%o(y&ro}@0r?r5YJAl(x_`r7vIF_YXEexy=(Ak3v}vfw*5a6PxFI-zLm2s5y4iUULj za6vwZcBJ=d4o|1|g$S9gof1eW4+#i0!Oa@*d!|Vce--7$M`SH{Qs$?DK3RM?wM8Oa zmHd}PH#PX*-CEy5$8DceF^tWnV0F=KPFD$BEc=LT;iCj4A9d-IJA^^Y@4uX1v^`m7 z^z=j(0li)g)Yas`hJtyl_E_xxku9-45eGfmGc+A{@VI^YI3JWaODM`7CE>K^4PMtK zS(g58o`GhNU`B6{3H7-RhFU&282Z#*(p2O#YV)V<_#6sB7MOj z=M58m#?abM1JJ2wjqKf)Xqaa7YPv#cyTai@-0~D~FmGDkE_?mkJN}J{-)phPPo(+! zGUkmHZ<5l?k_d1&fp<<^+OqWJFb8#s>ty#ZttHTwYm~=n)PFDCoIeNMgvCgB6%m^s zpR#0cxrk2-3P%?)mh=Md&D{M$fZv#@WYG$r2mgHB1!|i3S_ms-RAIwn!Eer?+}p0l z;B%M#J@}D=9u-s0DZ)W!q5#j4QHQQ6;-@T^X=JtDhNhrp8Q> zR+LV8Ear})N9EfP1;u>*r@Avc>Rw|^HiGYLH!e) z=DKlokO}U1t0qQPg(}%m>X>VNc$vsu*Gx@(3<+mW=87>Ai%Aii!0LeT_a8VCO-_H1 zFz~ho@=h7HV{-~)w;dGL00Iim%CYFH`Xnq=3)?JKZ{o!-Cz$WJ3={M$8;v%6_{zkx@v^{@bT ze4ZMbvv#61YutTZ@@RJ=O-Zr7wY4-s5*#gz) zN1y!FS`&)u=L#<-I{MAmc}=$!l8d6#kn)V%vzzq|DEVXQhnii~OYqx+Me~Ck+dlCD z12JSJPplcqZglyit@6Z%U#uv!;OsFHwG8RzRS&-lCc5g8*6)fP7*lsR(HardaAg%0 z0%sqFPx@7Z_0|~cKrwSHNUxcrP}@C?#Ua1>Neb9BkNNWX#RR;Ld@xc zV^l~yAhA6W2oP-J2{$m=gNt54syt;QbPrwkjs;4^Y|49*w$ZIBjcSr2vmX<+zXj_l#(>7`CHGMoo@ zd(de)Rc6mw@u(&X_P~>*yfrza4LD&aZBhq{b*6kao5H!$~jbXDFy5#>wOEByg2p#4h`|qDwmj`y3ZgvrS zi%wlJN8<-l9(b0F8N>ek?HxB~l>d5D{RP6Ujg%KHroOY~iFza}?;`Rw8?T~loY#Lr zr{*5z&(wmGt2{w|XvA+V?}+lT|LSEVo^=9-Dg=QqNfUvN>(s)QeN83q>9+!kxuqau z{0H+x^g45;YwYx9ansLLE3}>Y;ZXcz<&<h(%V# zUY4oB0DHo{2PR+hwpu`#<#(m{a7=se)8VPzXZnJ`;6}h7u|623>fw3lo@36TMVZ`S z|9;wvs|i+=xcP91!nE~r@)zonp-S|dJJsk4Yw8{eDu3hX+vc;#3}o5>)a-?hmb1Iq zj#PjH385`Sp;KaD)cf|{Z1QT#qI-=ZG=p?0Cxg7tdOyeNpoa$>s~L`ShLN(=NCOPo z&+v(cSamkUE``c8G#KLP7=%OKLbp7{Cu`N20?YGY@K3V-X%CcMu;)xg!|#ujp|e_Q zY6GA1U>+D1M+axkUmyJ9wVuPaSTm{6YN#ZADsGCcxCSw72IRyamQvrKE}o2uY#dTT z4TI&KG)ItxH!j}K!oXbD!-R`1xCeYOf#S#r11hwMfhcGiqfN){dwa+Ed-?y79ehzC zP5-dfDeY(e{`_24&Cz4?0Vm=^RC38yj{+W@FQ#8yDUNdG5aNd?3P8g4^!@*%=q%ite!Dn~qN0KzA|){q z6eOj46BQ5;k#43SIXVXnCL$e^mYfPmIR?@#IqB{gjP8vbF!p=*{sr5v?{j^3o^w9u zzI8$}waeps7Ou}t`aNgS-D2HCZy%wsH#XW1Y;ar#|2o4(Y>=t1$R~;{N4uR~FK{3h zNWzpk?~@4YHVp*nlp=zjRQA|BE=6`MD2&4Rtt-IY;UGRELTp1$>+=<4zV+(c>>m+v ztD-0?s}>+KP*L0fB5*K>3oO}b03Ti?*mRgpYHXldKK|Wa?Zk2~%CU1jgOSXUY7cqdWn!grjca2Op8&EQqm>y(AKY6;e=V)tO z_oQ1l;&nb{v|JNF+THMH;Cd07j4w~|M^}lY<-#YwIW0&H!2s66?^_J{h2MPamC8GI z^9-y3X|9QI7!%_>n43zIq*Eg}&f=sGm?LXWr*$Mj-{o{EY=4?~3NPqH++63E87FDM zA|cIY>$P*zF$zG`;hX$&O5s#;5)A_$1+w8$rOeao^78t`_UcRek4aom{xl-HZ@$VJQPXxKHRL3as0$gia zx-N59(-%`k+qZmCt|rfanTrV^5CEnf2GBPgYei!5maK_E2`A}xOw?KooJR7VABsrg zfdk;aNuzT{XlU1ih)C&Ie`>gcNEpW1qBCm%)@$lE@0b?E=)sdTYKY{t%pseip2kHl zudgaU$l}TfTKjuV_>mV^9CB*U?VI|2ktf>?HOebrgF2}Bb~moHGT)aq0$v@q3m5uQ z6NfnW{dr^Bbp>-?_-P||_WS8dP`F|0yPl2O(bKJ7^zjf;RDAitx0>5>X5iyJ%6wll zVN*r|81dop!jFLZ)I#jT*@Lz}+}AwN<$M0yN9e}{`*>@DeI&yt?-;Czv3GrGAscM! zVk_s22hQnb@wSE__#c&Ct*P_ygpj-MN_KIc%LZ`Ys&0FsNoWz>w(Y__ucTfyWj+i3 z_oekgXXrg{zk8lq+?2gi15cBoV#0L9H1SbAaA&dA`fug{YQ`Od4g-xEjMx#`Qx??Ud)=nOp1x%q;6Ctn+c!*sDV zin&hs+FG53vjBf8ojUsf=ePg*h|uVd7m&vZPf(XhoDuS0Y3jdn_cSqW4vti%n0!d= zSay=beymD5QiCb}tvWQrT68_t*teUh$wI>U{D%9NdhZHL$*`uyk$2?OhW3Qynu{D!bdUJ)16l;Dn2xdOau@6A#h1b z#etmmqmu=V<3EO6@^VfH!p9u7+^;*n+^DJ1O>+k|s;eBGq7(YdQz{h3@JA2F^6>>N z#Qd3Fn{%P3z0cBbaO;IN&dd%2o1Oa!_EFyR_Xf27w5?%Yer>-d)Lq~F(6$`Q@riqd zQVBP57>(^U^5aUHj5{;ToUC~2qU@_H>faBW@A2O-ppk!f#&#A`yzUJ^1-}Qf}E#Qn-4FcAwdgE%i405}Da4_vK*&@AVLH-N*E65*8A< zPwHGsw&B}e2c%iX$N_OtF`_nP{w#od_yR=i)gz!0r7bn0D^2mVMmYlMpF8Q<)qB~N zl|IQWCrvb`G`dqT_gtCqar0xLJ$017`d@H}AAq4_Cj0nrl0ki}S{tbD_PU&&KR+*e zb=z_>QpqcCLsG-hmU=rNBTMQXV>v_aKPb&?(k}Qq^78F32}1!zA+znHjV7IhaBMrz{4SYHwtEG|^P z%)H5Xl1_Ucx@=fe&3T&q6?JyFX+`jXFI#HPmzKIwE?cyY^XZS~NJktd#h}>FuC;l8*+U@~(4q8Be#MiW6GPNEECtYUXh_N?^ zzdS3bUhWO%h&nFq!nTS*Lyn_nR_kLpoG~tdGL_czYA-+3@GlUU!ay7c3nnvOc*#4QoE+Co@Ji>PmS!IZYas-_@HdNO7*+ zJm99ps+%zRmIUs+4CTz1j?~%;JRfVqXrEC9;eM8G9a>p#9?ou#TxM(zMdlgaSw-%P zE7=?lS_c@@<`aQf?M67rd`wzIWzzc(-z>HFV$A}t96)p^NT{u7SMsKyZd%3XO&7BR zO9m!}4BKg29}Rvp^Z~{I=`Wc_gma#d0r3~_be=3F4W^raW;+bcS(XFsO)?N(b{K!% zXt5scx&#}fF&6FYJgYl-MLF$%ONLwg<26B4MayxMnq(l zIihUiq_DNrV)1v7NfG(b2K`_|vqXKc zsd09g`*F}^1;zTl1dj;NUMmU&kiw*6AYM-;a$e7WzH)w4DyVZ0n$~t$ow>|Gn~quq zDESSgBys2Ru5m9PmJZ_hcWsMAT8By0j&47Q!PC*I4(YSJFJ^o_yM#}At|6ogG>OPZn|RD4T;z&fl2ZZ z)Q3~{fS~s#WlA`O(^#5vfAfzkf`F;z+`wSN8;Iq))Uhc@Io!!{J#Ii^bDz@8 z=e&fBm#70c`5&v5Lw&1^Dn~BO&LsB_`mj&?IXz6|18*Y?MjPFxQN#J%s3j1qMbv7B z8^bpIkl?ytDzc{lXiu^X4=sf0kGS$y<5&BF#cJH@3)8^+ z?lF-)oNMagzk7zjPe-75p?&N$&El6}YJ40DHIp{Bes%j@LZ)w^LAL8Fo*&i%!yr=5^ORlo%NSjD#zxK!C zGG|Z^EF#MLUZz6q8h6$SiSq9nx!g2jN1hph$tkI$t+Y9>yeR=pqx@j~b@fydQ=Ey< zPw5FV(b5d`3nmzs+ZC_O1ngp!oEE|YY<%T@8=5hL{{(dJ`!$i`H$H5Cu+d?@w#?S_ z_$G%+$hV;gB)j)YP03 z+@%QE=RY;P)HpuIH3GU6B4QeYik~10=hO=}?}}qj?58>3yTACs7p^Sf6+f;aDrK%1 z>AZ79-2EPxtnLrEM?=GNI4Qpm{;?<*5GE`cr`j*%=<ogG14c5o#r8JHhpuYLXhk}LukLty166d6t{c;mreVF^=b!Gg)$vwTT zt`|M6Y2iZg#H?MVt5fJ`D?>I_ND8Fk_1?^$Sdmg}d zI`cNF5je4^906^GEuUK}Gn&PBeQvGEJ#LPsIzKKF176!iYD1x)CuEsKQ0;tq z5{snR?_QXBUip2Bb9w(R6pb_b?Ix`l*qipI_$4R9YKJlvX3L*aR@1_K3SmM7?;D$T zm1T7wxH=?x-d&Mn2;C%AfZ_ULeV3sfqnM&evkPfgqlU*VeTQV!TkW>|8$ZvdIx}1S zw0;eGm273e!=2qqt=`SFr=}iQ#dhCZS!Ub)%Z951u@DuFhL1Q3hQ*|2iPASr_M|yH ztrK{uIXHr4c$VdsKivu9y?8}bH#c!<)L-l@tJeBm`olw}Gf}c@jL z3AekS0ua)ZP`4A?v0w2*C@;gRvhu&y)eZRxEz{RN)tz38zV!4b)7*(T?+=I;oK?OQ znLEQ4jzbY8Dppozq)U3%Rx(#JL3%&Mp8YAe(sbtDuYix|NX_#}O4P7+PpUetk1|RP zlN}7=x!p%&Bn&kqLrD;(cJ5o@SkqCGbpBMP;wxGqeo`fj@-9X0GseOj6^+s`*hrR% zp_(w1?ex+-uS3)8x7RNxZtyM_^K%9eNYZC}vLKAdbu$yrrVAk4zqvd@eOol5z?dey zcNC?MT^;uI+&%!O>*Kf)OSJPh4#eo7V}nngCp^)(H{+}S_1d@g_msk2s15A~^B`~- zjW+T+`nv4?@^Iml`OOpN`^j>}c8jW)W#DFaDQ(vR-z3QrdT++jMz_Pank0y5Yo5N0 zX|ZFMa=XTGAG&FFYB2sz8Wmd8d#A-vEIvP;gNtewTaa&sK1YWoc8>dq;p_P3vH7L2 z@DG{8?LCqyBH-7X@Zo@rX2uFU{|;u6VP~HHsQ34Rz(sH!9nfdIefcLHSE1t7XUg6E z{-r3wXXO`!yip~I(>RiGMx&0>ATbB|X0ipQNo4%#H1XTJqzEP((BkXxt(Q7bpD1GHw=QEfSg$DT1@Xq*FmhiIGJ3&GVUiZ)xE z^fv}u!UaokI@h72t@sLvf=EYdZ?C3-_Jd2yThxS7CcViWk=^NqTfDBVkEw#cPj1$} z`FVe}Kcqubd?zC-*kaP*c+-QKu8TF9N57vE3cg`Uh={Bdc`#uj%)M+-+X`^}<}WVB zWq3tcXAF_=hou5upWS}&xTb^QfyJD|15VGqYLmQ2F1r3_zB$pa7vo=dFYg;?kr?rG zAa>v*VdG*v(OwJSJhs-Ym`k%7X;UJLM>M`x^B^!aEG7{0m~qf&4F7yUqkFkD@EEOFMOf20#~;Sf7O5|Wd8Y`K)JVEZF>3LI};7_Ub1Tg z721TR%gOV%akv(Ga5p0LU~T^15-=Y+xMblM*=V_hy|tkIn;2>q(@Eyx_cmhbuYb1u zBcX|gjg5M0GJAVQtbG(Zv^Bx~5YPQ%95n-~e6BnR66ZcE)x0nvx-4C6L%r*y5s?o% z;(4n_ZK@!zKYq;;@bv7HjAum!cw5~QKgmh~B!*LH+vle)hm!dTi+|4JtK?pA`^~P_ z%{VIf>~~W3p1N|R#^4o=@~&PU(778_q-s3Q}mRwSr|a zN097WquZ(YcrEeG#2afio0HLF1fwKBoO(5)BcrKv^$2p2Eu=on6_&WXr&cSE(Rr4T z)6SV=+!1`Iws~adsENt;n?0>ZWM2&{UkyjP1|R*iXezluE69es57%;Zhmdrh&B^-) ziXp)P_telL8Ero?(@RQ-%2PX^jIPAeLV+_P`WDUUA6$&q7$52*zqNDF2^Ovg-odbQ z1Q?G}USh5f@j0RSB&nf}jEpwp-Cj14Ck1{OhWNsQ!aa8dF-oKEx)RL?d>|!}70vZ% zsnNJlDZ@9p<`YNJTi?cpE04r;t{wwA{Bg)Qm=8^>iK~eB=7%xzqXqQ2Z$7zPYSk51 zcsPExa;lWm*6eFEAjvG~vHnG-WhTvUMx1oQEygM=0PowKA~0447pyK z3|C$xe|hDG&buftlhpi=N)OMC zV7Q0!U{t9O%Po7i7PomjHq}#VQbt(ibYAS-Rt>npN=tM0T@Vd?sO8vw*#Tz~y$XfDN$k}be2{Ws`|nr}3cz2GWPWdICLdUBqHab|4|)*$W{J>o#r~b*ti+P5O&Mz;WA)m z3}9%|r_kb7GoM)@XlsG_((4kEI+ozt;z(tlaLoyu%ucQ(iX047Ht??3Hp^f>C>8Y{ zsv;0(|4~Jk`smO>!L9lt&1fIbCpk-_0WV#V(6S>wL{CE;U`h43spCOve(9W3&DV|> zd6AJJkt?5a&qtLQt)<28IR%i4Y2U0Z+}N%b7?3+Jw>dKo9?_OcSDSu-*C|4~J;MkL zr6{;|^ZU&ogIGKDI&fZ2(A!!Dqwvtlp=FXr4EVN131{%W+j^(JUx%{8Ciu4XpV*~i zS{!N+Uq}ak*ODE;(6MVIB%~Om^h{!|nKGTQ_2)ke_F00nRPpjrJmm5wKT7~hC>+<74Z-G7*XowbccrM5Q`-r+YZ(`WunK#E~$av-P z4R*EzLOgR5;Z&!bd7LO_YAcqvVEZ^Sfz6eH%XmwOa)%8k%hwK9ad25t{8;8SgX|!v z_eYQ}SO@Y)rPOf(C^$U#jo;8-Xq@AhPA%x^x$)sX`$sf`@pf`5!mA>@+~Y6KHrX1m zSEATT+1WYA3@4EcN9+{>AifS=2OV~XDt+aCAl=EsQX1X(K@2y*`+bG*@O|$=>Ndx)C~C$|Zdy{Uvr7O^NhsqP=GJ0j02bbslj0P(paPyVx`Me0K2P z8TX?lPBrc5RL4}Yuz5@`ssYWD!&*Dk$opeGoAefV-TPNiYcT%EDU zfR<=efa&xWx5`ha)gs^Q?y#`w(^`63m^EqD+ zK?&_4uh{zBvA_ROmH6k}GV0J)>Gk1<086|giKxY-Wo;2@Wij&0jDS^N_mM97Sqy>t z-{~Mqk7!760^NI&!P3N^Rv0u@%7KuIPd|dMAEVV=M9n3he7;ec5YT1r320Sv^NT}N2l%WPPR;S>;@MD@Bs?|#?Zb^L6_QElE^;m^clDF=5Y6;4f*14 z3Yk)SKQF)qNs9BDJ$E$B-;8x}!iEO2o*mf&t1{j0oJ6KBbxM!JvC!E(Q}5(upNOGp?DV@Ir&bk2|+e z8L}x5==xT(7uP+{S;are|k#F+0=N1s%p*{gG~Xl@CV^X`2vSv~jE6GTt5Z9;yCFd1=~hbjM> z)$zmz;Pw`&kB>p$(2*svnT3TH>hiz}-{>S^$P0wjNo|fWU()KX zx?}w~P^L00*mka+pEAiDsn>pSF77Ygk;k^UxtXv~%kbq~6rDQ<#zHc_jfvSs%D?X7 z{X|EiT&uR2b(Z-fDewcYVl9r{RPTek@pYc8pagzAy1EBHE;y!}HMS7F?Uq110l!V< zRqk5;K*QE5P_l4gxo1c8JBb^mOlKi+60c__Bzd&_Kk_>N^*}nG8yA~w-I!2Km6_-8 zSx3R_7sb8+pAf(N(f(=5biM9MX`aV@r-cxNp2DIxIuLJFgCd$PQ?fI$B4#7Rs}Jk= zq>Kd>OXy|km(eieu{9HCI{qDjvA0@Ktp3(&M7(W83f&tqcJ3no=X4HubeYw3=q)qt7WDl!>8soKlZmxk#r=nAOf|SZ}jeu;qSN& zmw`2up3j_y}!1r$H})rDmjNM1MeMTyx!}9N8jKZqKIQ&PJd| znlWO*6EP>ctBD6g%dJcNJ7!_Y^@@&LdPz%@p-Li@9127u5Qox;pzd=J=?%Qjizt$I zYbD>1ZT6Y3WXX8)4J={#T85&{EcLe`YZUQ}i~MZ9cy%HpdvHD{Re;B&#|BzAAi_@{ z7{@lgQjc0=n(KOAHmb&3$;(OD0yWG9oa|S<5s^1==|08osTXJ_d)Di97-W@b)tre& zx~AbVIs_>@W$u0Bu{rli-D!cE!SQHH`c!m>(p(GI=QEqT*IyuhRdK^pGmz<$VNpBi z3VmU_ZFb_7a(CV@*IrSd-9{HVdTc%GzCLzx;Kl|;^f8nVf_s`dB>Kv#M%&j!Je!e@ z{`1a3c3Q#*k|v#Oqu|~W7yly?gZL=yovX_${9OLn8#&m4auZ@qze;wPq+$1=Wvp}; zw=se5U8U5nA@n-y7CIe>2nA&5;~@2R*KQ`xrktIk|ET@(=CLjzVqW-1 zxuCoveJu76ef@p;8O(@RBoU?la|=;@9>HL5f^pdIn1K*XWDCuO^jJ zWxB6h2`6%*!ID*PsFFj)?U%W*E_HURzP_99gh__E*;~#WCw6I zg=Y7J=Amc2E|K@eH*!-!pNjuL>&Yr#n<-UCRfq++qX}d{gxHA+i?FP<#!oc9sd%bH z)sE(G(OecmN$(m-)lF3Ke4qK}83Q!)2hB(MlL)3ufBH_vU45Jc-;t|dZ>PF_efKLr z0#Qk>$J$Jkk~EZ}VcWIC>K0920THp4Qy&?l!0)o~<*y`ekp%GjZE`+p@#+!p5}E#^ z5~+In>h{9+y-=QW&LGHmCBrp`99C5dIKIM$Xv2}YQO6J1Pck2jz<*64q^ugA%#sGP zItb$m&piH)X!S$L;IP4Ge}+k5++Sd?LxyzJe^jZH{H`Ddu(PpoE{SF2XqDBh@{iLg z7+Zf$9eHB2g+(yWSwf6XTq06Fe5L1&^{)tixrZ33-F55A$oW2E?(j@X?{cEvrQ(h9 zADuJ+uH(YEF1-Chy8FwoB1|tl6QtB>?;q|ZlP@dw7>_opBv+|bSK+b&OY`;YlYL`s z)>xe{Hcn91i3_pYnJ2^jo%HI0^Vhs zj2z8Q%R}lwqv%^FBA*y8N_4jvw`TH?^*MH7Z{L>Vo?d-;EN+emu`q9rzRS&jDs-HL zUA?rx#hV(r91IMYcZ>O-iS~}Ho6TS%lo)=w4DbGS7Ws>rdB({0A63g~9_Y=bs+ZW~ z|EQu$!$!>gJN>nGO<}dx6hWh$7iK&@xC&9|#LbP@LmhW^%$$^NCpXrw&MxpNJ))ct z#4kwrgpv;qz;3|-c}`Hx;i>sYyVq|P$ljwg2FE{jAv+(t%fE3T?|t!iYassmj|#1< zgm^tJjl4~C{osYdcH=}e>hB5s74k#6hCg^lry5ZEMg6R8N9fy9~IM8lkz5~F2 zjjS>k%^jw+3S&@aUjI>vW(3@;qkKaha?6sXa0VA<>XqNnlbBq3)no~gMz{Z{EN!jX zn?D)owGQhW3ibDwo~y3{4uRpRh7oOJCq1l%^)>yE4~aGu*=R0}%IijPx@v_xxzJE^ zIFVS7h=i^k!qUZ;#EZ z0ywT)6scK+cuqgFD(Xghym%2MedjHCy-Q)zWOszcouix=NrGNp z|7b?6cs^D@Pw4(-d6IVH2>>q*nrLWZ?V1@#d2l8M7W1DrNdGWW9+@E<8}K4-PS!<~ZTDR0>I2gmF2%}-qGT&|L4T`&97U)~o~6rYb< zCxw`CGZH0(iX6M(cg^QIeJ#+_X1ezT z@R?-zwI#HjsYXsmzhum^DQELjOA%<}T9Sr09tte3N1%2&{gIBUSuprblyI3#;{Iev6D(#+urq*r^pK#rd1xgv@}U#b8Ip`EWt}=fLb~oLt|uC z#4{b|ax+Vwp8kS9-Q@FSDq{f7?fzChweW+K%E>hGSoLBP@*Yl{Jj5wGWUt)mXhsqy zu#{chIG?C+q2vjAO?NZI&!j$)Q#JwgBxKi;LeOIGs5OHiLk-GRFRqf3=(87~?vAeLh@yaTdVA?4zKSPypMp&8oNpFox z^Z?=|f&TlQfhL^k2O8v`%@5XL%8gyuGx2Cz)(-a1ntAyT#5Yj>pj1lQCH^-1TZS2{ z`+Gf%MCXkh3)EGo15D4^pKAsf?Z_L$q|0r7y+(q4jHqg&W61|cWctcCXX>$#-XOWs zRMSc#+~dyCsUGEz*CPe70Rg(`Yde(c1r{9es0AjlEAkq$D^AnURF6!{Z(3<9%`#=Y z9mp(lovfJ)F#5YvQ}R@x`*Z>g?atE+STvzQ;GY%;ER&tAPVYm6;Arht6vEs)GgZ)W29xYZ*lPW$SL zSQjJAE4B><77FQF$FXtZ;jl>cD;tEv6d!Hd$xJk8@Bm$1lKi1i@5F~GMFVCwvtS0u zTAOn;i&N!Pk}nX+ZGf+Cedt}fw3pZC)YN(NK3HiLfdf5QIY!$0lrj({ly!xui0YvSoxbz;93GU;{g*YgMF^qZ6 zUa(#xpPp_(O~SfNJ5tPQeR_wTS{A`8woeeaIBx!`p`9a3QF$P#&o;yO)VlXD_~FP) zJkp3DmC%iI@!fwH6=2TutWEjT(fRd~2`rP;s|ntbuA&pv3$>~0lb(Zn3tx_Cw#|(f z9yKH`@33sO?S=>UI$cW&*}^E=aPL6Ii(*UEw6?~?MV)){1YUp^ z*5CpqOw&-Cwj7!-%#~H)hV1iY>`#O zRo^ezt35Phs#Udm7^~r<7?E%pwF8=dciqdZAg?z%LVLu)fcN3b$2*bJ!Y(6;fR$U?3PxFycdg>|3t z#;IGx6S=xeyD-ZW2(ddJyohthTY!;j6j|A!e95KVVjy_OL(LSi6n(s@@J+!jH4YgV z#)+1W&07k$8UZ_MfEsG%AVjSt+eSARk=>tDn?}F+qPx`ZX-I|U)zHb=Y=nlKt%0M# z_m_s=U);#PxKsnD3h1xND}4;X&eUn!;AEpPz}>ol^;u?ln#TF+9SmZ}wK-AZ$6kjh5AX@vwfp|(-0CNr0*_nvW6Tp708 z7MBaTxsI%ALYe7}swL|H>xzy{^WidIG*06LZS&+ubkDjVp=iI?-&FRriM1Ox7}Iws zu*_F9o-#9&1+v1*#ItH%W_UwN=6Z{*wv3i)UoV@eaEJZzB3d^|YM0~v+RSwwIo)UH zWc#XRqCe)m+)@_~{_U~n0Gf`c-!)Mx5!0_!)@ubD~n*t zvZmF2U(0iSOwzr@f@vSD5<37fyj*zHvM>Uk{CS4tH)a5{)p0E|tQP!65(`ELW)ht; zepTSK+}#RvZaa9o^E!e?>}jgic|r5wzOnPSX?No4F+UtXOY3&d$Rg{uY_H#}QqJ^uBmX*Rg79@w2xL-hIe{G$S*D@Vs<&{I; z!PTVS4tC}|oa8gA#P2AG6yWC|_qhHBzGy`JdVY%5lf+o_`m5?kEFX~5510o3%*i%H zd?`MG(}D9Z*ALXKPDd?1s<2PV3kMr;pY4;Oh27C?N*7Vd9gPvZH$n4UgDsjUH;Bx5 z;@%QEe~YjFssJVRS$=nW=dDhYN&K|vFG)GbCM!~5c{NJ;@8;PAXL$kXG1`yp3^&89 z={Ad8JfPjd;NZ&lVf*L=M4^>az?ch5=9Q{Sei09T_S5cs{AAeji0gbla+m(EmQ=xa z-64h|LDZoaaEI0uwKQg{XK3`;oTjqWz!MlDo z#Dia$^bG8ZDC@undDJn_2VB9CG&skr_d&C+%Y?*R*OBEsq8=ALBb2Yh|Pc{Q# zV)$$QKcF_PCzB`d0HWrDJb*sl&we1WW9g_uhhSP_Ykn_$3Ho8!$7f}>OGd5#azbYb z7z;96^af8;K3#SuV17ZmG&NqL$d89!y_On*$>^!aqa(?zTe@5BF5+G8_SG%~1q$}G zA>|t*v^dCX-D5~C5SDvg#O%8 zDb-!Mc$NB)l<*fRF1DpZO@sJmys0_Ue&;vjp+R+sr}0m`;>GPVdhsHf9sD?V59L++ z5jG)VxGW50N%BGsxBRK^nFW_yDf*MNB($Kvu-f|HP&zj(;7swofm2hop`QMRXwQgQiuF@(4d6^WU`LnQ zTv&EQ5cA;ah_!J-t%A>E6 zaA{Mi=?8GpeWq_IKOe3n%F8`;SJ*=K{L9$5<;v$+&AwK{a-Av07$6;74i}Jd@<7854 zB0dmGD?!#u*l003vvBnbiF^IFvaXXdF3Xxi5vB)^YZsFdK5ra?36Cd<%_(IIz|R z!)X*1;P2kKF%~1zYVaK$8WS_FnUi=x!S_rbCk$4+kp^Rd5K8xgF2F5>Z@5u+aau{z zLvGBQ>%}~3$L1n`6_Pd76;@eYT>F@BciG@y*&Kw zscN$IUKB~J3#^Fo7h#nDtw*2HB}u}BvJ8GiCS~8A1vd89Z=8b~Pb$oaFkiF7Hxfjk z0BZ8z8Eq@*F3MZ}H_m-R;suqdr|GRO$pK&FNOKxqt?q|YDt(Y>5BtV$+ ziVd#P?_8k8GoyZDg1$S{8CmDXrexeAfX9iy!Q2I+BX|FNPq&?T* z@q8{P$GLLc$-bspp@}qW|CO?LRxdJ-bhAV-i7ea470_|P_{NVKozcTyLIti{+x=YV zaF~W@3}q(F1U*&@LAp)ZW`QwE*in+4U93^| z&;J0|ExJBSm9+D#858=f=RU-)%CL@7TPDOOkfas7=2VrG3kw|d%ubqjj^LEvcT#7bCR~tXgPL! z;Yr=-Dst!iB&kUK_S$QgRl0@cUaCapRx~#O&i}<(Lage4e4k*#wts|Q*@P!&JMLs7`wIfa^iPy-=yPg| zI{V1!q!mZUUAp9x1{vMH{71zBqjj|%g=yQvI&59s#G+EjpH(RZIyYKk0?0|SAWW1^ z)FVDuLLBpP+AkmujK(=8_2q*r+JRynI#DxjVOG)CXxL}hu#c>1KqRGSYOz>2YA#)(?zZEbfZu~pqKkKH9zNC zlD%6HF3N4k1|DrCCvvzY`b(KZoA=kPrRtOQERRrgvxOQIw3Xs#X6If2z9g2I$2l|2 zwbIHZ0d}9BPbgy$yZp7G>Y2uF>`r$MRF=?p{)%{yf#yBsKXRSQJd-y&z?aDN6)2?q z_?L4|_8mtHbpli#n9wm_rtVwT|3_t2;O1Q2%=CG^L!q>KCbhxmBK>%3d0|?K7IKrK zJL32RdO0vBK$1m4^s463?TXhcZCVD$OGCyeU1R6EUZJ43kdo1z*>+FUt(iI6QfTug ztVvO`f=bo7cGa3D?74XT%gL$t#)btO3Sp~LNgWxZ+EAu`7cuRxt&R>krOWj5ghW}J zFgCt`v1Ki4)+foCTa=_gN+sCiZ2c}FjI#=;ZMFeL$NZXHiRZd8s8!q8QvcX`SV`4x z(tRCpFtFr>D6+#;dFVs^)QH~0-;QF~U=Rrfi=c3v#)qnZ?P{?du_5iXZ0v%PNysKLBxn%KzlV-Z( zx1;FCB>eaDM2{q^J}m6EaQ#l zI0zTFeExx$t4%l#cjclx>ODPHl`6~k5;C{5if;+0T$KTf92|jxwPV>f9f`pN)Y4nq zo4d%&YIUkCo6%k+6|RD|I?5%xfEg6~}apakGymd|FSLO;_cX1@x0YUS^JnlkG`^-QJd_C&_{@ zMGEBmA%Lyk{?taFvTn0)Cp3%ggF9C0)lKTWSaAiY_*W zoT=kaAQAfHt>E3@bUwrU%K{$?<#|-I{AKKo*fPwJU2P^Hv_5v|vZB*$3<#+1Qmv%> z(-&NzsJ@gz6AHUR*L^LZxyoNrrqg7aR*{>Eir?&@c+KCJr(Qg^7#^k=w4O^Bo@Zds zm%DXLZbbZSvCrIWbVNG^^EZa+xjhkjHKTzsR!TzR%uat!N&E}A5@Mx(q3DpXp>Sul zQcJL_=DNWf75A%xqz;c9MPqfsXjeb}bSb!^`1$ijMt`F-iqGNC-KaAb8ax^!Dc5M{ zu%T;YtgBV?a<`~`T3-_^nTBsJ%Q%hCZ;Wd1nE4vV=FP(<3fEi?eh8TiaKnfgammwe zu{u?km4UW;)!D>|bQ9oqF=i7eQ>%g%y0AYc&@%Dgyav^0ojSBC5weISzG)09A(B@a zrbV;vNSoY!qw@Ul8N4Z8xo+R;MBhxF&%-NY*h;8B$Nuj71xcy4o&{V1dI4dI?@E=* zelT*q`(V^nqg#pIY4;dkQIYZD#TPw|qh)Ewln*r)^zsye&8CHY$2O*%2*=&Zz1CCh z<&3eMeGNeQ8*&zZC~VVNPHpkWo3e1T#q&~J0xcqm6ggox_@>XU7Y2J@$p#l>uAgx} z;rPYqF7TD_(C4XF?3fo4ff=KO)pi|RN!i<1;(3tWE;z~?d6RT|;SRnhGnVgwOuz?~ zL`;f-Dy#b6F3B@U3X%b0N9f9>Efc>S9RC+Gr(xP+aCwf`yY5ZBB7!Vs6bAYPzk1YU zqn+7d#aF3S?zxKkk(O*QxWHQnyew%Z)cghCAU3>BROFEJp6#?OpEDEC&h!4q$#`6( zWM6^|$6mK}xEUW9$QLelzVZAWTr%UVW(m;Muhse>%V;L0uO{GCT=*e}*9#2_wszrX z^LdJrtNb9dX08QVbt71aITGD(#$b~~Fb?z4`9c;6;|BUr@*~TAz}w$`)GY|J-MuD|!FW#WgKEE}o%QxfAAR zHyO+{Q7U!E^Z`eVpLpCQVOE*grL5{Jt0UL0nPR)|Jh|nx`%Tw9sdA!bD`Pr$JIG55 z*%r`N>DtRK|JhCVa@5i;v)Gi_pq)6dY20tyt~P(!>3`Y=jywU1jo9E@qBx~{;;L&T zIQ>6SNC+NNr`(qTmO6jykrCisBMIp_#_ZNyoWVI|Y7_i#dmKrR6BDsyra@XQkw0M*ztdolEZ2wL=dwB|=w1jRRJ%N?Z}JYrc=1@+*_6$a8xS)_3Hv!ruu;(DZd4FH|A+dV2mlEszG^S z5=w)mlOy#z&zWb2U1*oEt#KI!P9{15s#I#;e|0QNp&^@Vcax}a^~h^5%Mp^lLLTkO z9rL0pzn(tD9oKdI;FxiKbnn(^Oh+Kl97cgE^DaB+bu2kqrLuQ1jl5f1i)rzxr^JYA zH_M6j(v@RJCRNaYTeq+36SfLAAk-F@$Q|ogE>TFfbOLFts?LUw=hCqGK-T$l&`sXx zlm2J3P&YNnf6TOZ`T`RnJS2F*f_OaciGh+mRS1}dTxtE(@Uo{;(KR@>5mX>30X3_L zJGYcW3vqwQowMBB^4>L*NED;-AVu;P9`PQ@QyVQ1j?&ZF+(IzC7wwbVmTFbG)7vu5 zE{!otFLTigIyO6y=tjFyhUtCJ_coDhN5BZ|+2jVhuj5PU0@o%4B3EHr)zMbIQF+?= z93*w|qej1}zGjM&<$L96@*9#yGh{51KL;)8sKM;axZ_WfIF|OSRIy6mK&=3`B3#~> zZEbmGUkt4L`0yb|i}X*odzO}_pLZtkUBJMYF9OBNAzKiK6>nyH;{=)WmV>F&ZT&vM z(KzWiuyOP-cHzhorZc&xI4^B9(5~x~T?*W>R_D#hNogg$#b09Lr5Wgmc6Zu@Vp@P( zs^pt@VH9Z^f-W$@5}4v%vSj|~&)Mgtj*vlur~>)tZ%0`TH@_k$HA&vt*46L2sh|#n zz$~#%i_wn8k~@N9X-$D*#y^#V@3dc7aG8xi_IcWkh2$4(cmidKQNK5uAC6LP=#y_u zxjXM`CSV%Hbdt01^1b59=j)V1`&mTC2yagDUTJD+5PDlB{uQ_9=05E~>S!Kn4RX}{ z1>LgHmWzi+0v~-{u*{2auhGLeIQw!Eax|19xC2_M@62D^5wrL#DHUPe&oJkF@^Jlr zIZRov`JS|U*=a7i@#sLett3p6Xk~mS&Lk+wtbbs73c*T{19Q8`{zeXXwQ3bIJU+ z{y0)eIbXrXeIRcJm4qyK#lBU)HG$ZRIdIbFn$d|+i5I?{tp9K*OS355uNTcMrg*jQ_>4$t; zm*aEp_u;+`my+%0_HD{66pY6oV@m?xqJO+^0>JZr&F$P@>ilP3K#nZv_Hq@uL;wrP zd){od7lN20xoe!GtV!k++OW)bg5xPIUF;M?jmJ%e_W>D%a+5w=O#^om5hsIFWC1eK zNa0`yxjhw@w!9_%lHvYV<*{dKW6g0Lb_>izQVgP3GF}>XV}1E}ym*ij$OsYrA46vu z*5uoVVR%tdDHV}sDhNs=U7HC40wN`?(v0q&N=Z&Y7`Z8p#ONF#IeL<#YcvcPIoR0$ z-6y{7I5?i|e(wAJo!5EohUkdUn-gCyLpdA~GYi*IT3VH)-dC*qU#GmD;J6%d}{3M z%wy$KYE`_u(!l)l7a>a`CYXSo?%QAW1F?{8-MoIytC#gRSx{0bM!5`fSijxX3m)G+ zW`!OfXP}_D6Z`+f03BzL=}u_f;2kzMcaBKVdl5KcAtobdhKPCnRa{~hePP)8FLdPk z_I1j|2|zdBcESHYn$F47N=qyMD9PU66GqQ(-6#26f~VTorbJx`2DyV9N7a-%AcP?d zamOI5T5~k6m{gu|7C;@+05^hGL`W{i+77NRU2i*QFN}u(w_Dj~oRa%IR<-!O*^R8v zc1{32s!bQhwjqSDj+yS&z|eG2tg-Ho#2%YR-#KyEuf{6u0yAgd@67f!#R#0QvENR? zjU`(403_fhK&r!$)P16=l0UnCrg}^`kPZj}-F=pzqcP3*QEjRVK6sr+VZ6(IA}8 zS zO&JePwhD~b82(42c7yd;%R|r$ANSF4K=nPf^*COZp*zWzd)2l0<{4;7WT9iNVeWrF zJx=s5*nAB4x>=uy2lfaw+phZMp(Tcrqy@p7j#m*U9 zsjP+lie=HMk~GAAlTg2pdh8%4X1Y2DXRv5cGj~{m%44^D zWeJELnObKO?myG65lG~1F24)UyS4<#_vK?a&_S*^VBb^vuL+(fznjRmR6jEi9w0_g zrQ(B6jN6s9zJKwJ-1#( zHKk!5lGM4c8d3~Xz)QS#hs)xHHO%OO>XMH9+$O3^ zW>sDnE5*$7^YT-imrBVZawSEa<(4=DRM!6BmtsgTAPw0#rMlBRTIMam*eg~Zwxd)B zwBXl%HUOXw13HOqz;8{;R*|MCLfZcR@;@2s6_JTce$p8$q)nNT@}mBjq{`i1_Zjo1 zDu#K@`f8pRwU`CCUfpA-SEh5|8#7yo8(TZe9?yL*Ul?URx-&~*Ir)tNCR3x7zqs*a z2^;lWGhdEy|9U&=DF1ts3b}p^4*Kd5JnH0Uoh*BlP6c}SdM~fKniC67byI#F!U{I1 zcoWcxbG^~Ql)CM7Vvwolq+xlNt&58xI;+XGw9Ld{@&G$+3us;1Y-5C&#*3_=8tQxf z9&E{M{!_uZ`|LAuap11TINizSuOR)J8@3H*^R9UEY|tzF2#*LMo?EK_(G-=wK1v;( zk@JJSo9O$H63J+k%biJAu>18tn*Z^oO!`;Jj08*A7N~ccE7y!Emtpi_ep>_3fE#Uig|YI4Uj;k&v1FpRV!VPwNz>4DJ=3+%s+kPc~vlA+dw%TM-amJJL1O)NMO3TdA zUy3;Rb4Ec}!FFQe(WA1CM$iE#oBEEqVD$l3-N;%ly@=@Qioa8(271X!7WrfTS_ojD zzO+x>{3l{wig!!|pIgd$`MM5nd?M!mF)LzTO{5mUicKL#%O$AsEVm{q;T`&hVwYnT zdH&5`G#pd`g`6Uap5W!n*`j*acTI6p%OSRLHum?y3VVN>)uJD&!RR}8=3 zO|}Z{JrUAX>Qp0Uy|w1U7oPbjLYcSuL6X~h*&nk>J^rlPUj~c%ZrTi3n>ka&3xaLpPX!+Z0U}X*_W-Z z_EvHG@5$00UFIBL=6D7svF9M%g^|%fp()1$fYPQ(7cO%6+y=0Vt8eIK+ZahIJ%8Ht zz8JI)e!ZT$D90KvDjGo0*R!a1J0ZpAXKEgVWCdC#+LZ~0ntcF%9@^e00Z;`e4<>W# zS%8g!ytzBJZjTM1Ga5=ysKrsXP^Z4J{a|g}bxr>uO)kN7iN*2SJ9_zi4WuDraO*@{ zez3$pZ&g^++87v{7+2gx`w`kWeQSxO96Xwz^r@oy^t?qU5V~6ydK&C1AMNp>;Gpp> z&%-8U?EZ|%erS}Kn^!q;a^ZQNDLQ{MY~S*2+5PhK*)3jpwn|UV{8b-*W2U)bc4+l=WatMTk9X;85<@HLPZgrEB9J^Xsx1z}?pBN-lhCN1anG<*y%x=? zAThHLBz6dYxUe3T-@Y7jk3r-Oxgv4*HAc8aLui~De<_#m=93~ZLV3R)xk-h2RJ3Aj zcv}nVPP9n-w?sPg{`Oo`2r6doc0-SCC7Z*@B4?B0856afZUyu#-~twL1f zcT34yB^Z#U@h5amyeiP@r1C7_8q4G59>R3Zgt_4}a_K1`cfYAMsVy?6Mremn`R=vKB%u+BHb z$1?*lg+2FVFX}-0F?%R_w@0Wd^98jBKN)Gv>qh31f-Xh6N;1aK2HrS9{Hz-sQB3%0 z>7pm99Sjgt^eL7Inow6isvq34Jy?CXc==!r{zB1Efo`S|bes4>Rdccb8v)O&-nTBe z$~2YO15w(d3Iy(%I7Mf+R7k=tI+OTdPethhkO zvJ*)lt8CgK1P=H{X!xVo-KVB%EOk_v0J2@=1Z&IA63bOXrc%u`Om>&izYOLPUDyW& zl;PG#l@Y84bq#UwJDo4%HKAvD{1+@`A-)Sw#~z;BB{*=ClGMZA^${4fYTxUbVA=*O z;r#JW#((eTDyokNVEzmo#x2BK2L6aJyxb^U@)w7Zq!-k0zP(UwY39@1X2*zzZO5iu zf~i3^#tdoMCX*Z&1?B&>v#&B!yEVsLRjkUK2D0UK6Mw66DMSO#M*fzDynHu~>vYO6 z9}&*F%#mugZ|w0$rUq1ZHygyAL(=Od+BZWA0IX&V@;3}~G33M=s|_!Z?!oRo!hTDW zVJyXeR(t{k)xR(r=lW6$9T;;?z5XA~MoAn?xvtgtMA-x9@*I;ktbJ~A-+weaM&TLZ zzP~Qv9Y${ZF74!@5HT))B}apT@kL+kaVu`!i*b?7G&f(^(`d`ytDj7 zY`;hiWV2ov{yeytS)DcOIrK|an+hYWLAMNiB<>B^{ne!jbMHM8|NNHX@_`H16)QsB zm1<1XWHO&OwwiGB_2#W&3x}dh*miU8qNoq_3N)cOviq}>d~}H(`rIIZeQ1#?s?_Rq zUwj6slMR4li1<>>^e;E-u$H!aGQH~~WQmVV@mXAkh=Y1qRPyD>_@(ZSrThwD2B22; zG+T~4+xJq3zo}V|w*gp`-b+>s*@+noec<1T#>P8Z+h8xU%C+W@Z*qlx;jYsc%Z{le zE0w$+&*z2&`WhYSU0N2lg#G@K*XZG+_@pf06Si*vxf)cq5nHS3xs3OY4PcLJd@oPC z!wO zk@J)-H`7A4?#oACfDcX58hZOys6Bk*sOFGI^@&p27D{ifkl8g9nE5#nR%d+ATtVz6jw9pnJZBVx4kQF@je62Vk%gNOHV%KnOJv(vH#{W6_iELZV%s*G0NRnu=9WGtFEn*B z0^1^=1h!n>gGYh$i8;EroR}Epau%i-QAu)JH{n^#>oHZ%TD&2_G(gxzEzMW64S2N3$=op*~cYqG;#WIBB@LU)LMY zIDPt-*Sz12{`D-vvks%_W`HRgyy{ePz~0Ud;WbkVI8f4O?52*AGe#m@h2RNz_$F*Y%}rR{FmE_ z5sjgv)DEk|DgW<9EAtNHSraF|u6)_09#n$?*g}IZe|dhNCypNGiVl7oA~n1Kxp~r~ zw}iOb%{w#*^PELDuBF6s3aFf@R$q!lQw_u{xBTT-Xe(Nvws~@g=5G2;@;nb~To%`T zfD04F1nYNTYLx6LPvh|VYfjNXTFW}!s4j{5l`Q*#gCSSkdQd>5ZP?%%S7T6(O*vNU zoR4}~yK;0;(}a#zF~*7fwMkyBik|&Nk*E8Q<^gufQo*Elvf=>WECYr-0M}cVxHddx zq=FGCy14*NDj_ko^Y@6zx-=B$=es^bIaF`VkON4H&e84H8ntkv7X)MfF5JeVG{jY= zJ|2F=_-^JBK8qYOQ*pilWrHW+0JFW3P@#>qjH<#DlsQmt;&A||_5vY88Re6+;tMvR zs&xzHytA*OwybrV#%RBQmK14%_K+nqW_s2xZq7h_OVjHM>kDJ*(T>J@8l^{gP|Ka_ zxYjhzCSU(3h4~B=J#Xb_T8Hyo#Nz>9xpw@Ic>JhR6zvMazowFMCE-Lbf}B;Hk(b%_Y1=0P z)6ez8_BcDqZRw5;czE%tVtL#nd!E8=kHSF5Aj}^(aG)3_tH*xA&@>@ic`UAFV?v&y zUSj^L+ASX4cfXHU=|FwMN{;#ty|PP$l=)}4*!@Riirrhv(3hU>^DN8CN|C4!;BDGi zXiYLn-Cp2?3G>il^x$oYu9 zq5FRYULd-T%#Ax2qxn=P#o@SaI4@Y6Z*%Y4`rVn2^uK(BJa`q+*n})tl(&VJ`Vr*; zSwBOonaBbwaP(xeJ7RfOq|m4E7ocxZ7;#LMUj?S-Wl;afHmeGb?pzv2ElAGlSIoCF zL6OJQ-F%Vlxz0WBKMF%F>w9}7wb|K{slDQ#D@Q59@uVHQ?4Lo8)7rR!jGJ(!!*Zcy z5|G3#w*Sxl#wvfp&eojqAm8HyWOOL!Jh!&p7^ceel_vtusZJ8RWRX3yE6$zS$#*b76HHACA!%)#!#${RU^I4tp%si^ zo`Y8Rdimtc*YD-?o}SEvbO*6Vos=n?e_14g#`&afP>7HngW59Nk^jOR|nA8+QskerXgjhvwab_ zgmoWLwi`=qy@s>@Qtx~8cv(b+hca~^oEg+i$V%K2EGgV6_Lbggt|8%5$17va4`#1s_i)nuNlBgs-YE8bAvp>lJG zYe0=sM}6S+ap+q%eY@ao-CYSjcARr*g_|mb$GT zmSHOrvCLw_oH?x#RT6&gOu~d+_uG=% zUL{qQ9BinM9RK!OhA^3P7kxH#yG4xTi9`r7IMU)9zCBf<3Bd4Y5Kjm(JDv6Ki9sC| z+?YG_YCndZaT2Fm9%n8&hWk)m^9yU_fm@V!TLk4sL*@s9foW*6O4sX9z0U!w{EiMk zlhGVTioI7NXpZ8GXNg`^J+b{kD=LG1261PnV9r8YL~7W^SMdt`QdOjoK8(76JL$6N zku-KQTahJ!p$xXamj~hx2VWUo`>j&AAK1Y|p0$X-4zUa0^t#FDic zAQ6FQNiZOg@Nq<@cIRsMa$^JR@@JeBCmBL#xwe!)0_5`dWtg?Nz02Qf8>Lf;px2wQ z0eQEb-Gcj4gy_OnFU)~=h~~KWtxZuqmco{wY9j__X6x;eUY>nFzGTrWKEQOFMtw&G z1mUc1&xy^M8Zd77%^SHJDdh4-Zya1XDQC10PI1)q3|$Q_&D>17wCX)N677H2Ih_B< zA-~OdT0(zQ7S(bvSkVJFD#Q&r+w=y+jDpGu2O3yf5K2?>)bMfqjeB?DEaKAevye<_gP@yGEjl)psrl53|H#lDOyOJzx0Yb86E)MgZ z%eX^T)F09bH{AiVr^x*KG4MGrxR(k{tGI@?J^!K@Nlc{gL|zm8y1aGI#qjL1+EDMX zvtbEM&nuZLu~?@j)f=oxw1p6)yKV}Kr)G9)i`Xn{3~TJ^Dp(dK|6{dmae7w-7m^H4 za|#l#4q1fRj$ihN-{TWbVR8btBw&{0JG0eS?&S+Mdf0DlrB($;ORa3XHV9C68p9vX zHkGo17SgE;x$#6U7{p;^(h@VL+E+iuTR&IL^Ht=Bg5K8%x-Uu}jf0lw0on)9sInT; zhtZji8L<*R-*S2*>n(EMS;?f**JigQ3Bg4LZW!Z2n&l!C*nk}HAiqo)6vnXXjBknY z`}o3O;LDA5&a+#3-A1Weu=gn@XxvYmoSX~NkSa7IRM9_EcXa=_KtXmvX4T3XL_P#3ONa34A0A1G8hxZ1AFQG|JD<>rDOZ{aWCG3F+Ul<-7w%)J{fv%6?@0>`JsQ3+4F?p zs`N{P$=b3`CnLGPmgbh+IV=dzwXCq=fK91kk?Fs7vQA^Ln*7~yqbAu4{+IygB15R` zhw(O-|7hfb{5nD`l|f8HenLR!!?yJv)DF%sQpJU&ZZ^Fc$`!My^RLV;)hu=={btk@ z_ZON+jrT7+CYwOaNh;E8HK6-R#)fni;?I!o2l!Gh=2%8awY$Pg!U-D4o{hL{m7Whx zX2o*Qysn;XF5uxj07M2|rpRisjqRcgi=G#6rTRl2-kG)iIQ{N#LKd?!b|fuUH&VpR z$52K1Pu%C<@FT+nIiCu9+ylc%-5srh*E`ZzJ%P?iHF7Q^yb_Ao*CzGanjk?8> z1@wBr8RxR(6!=|Hp`OTVF_)c9(7T3P=aOMZQVh@y^TIAsjpg)Qw`P7}g!>1(N)$b= zmm)ySG;XU>u8HNG>0i(rHPVmf336S6G{a8{3C!9}7EO>qJ#sWs>$`)Bn37B#`QFekUx^fcp(WR-%Y599qoKUnl-g*u zFQeK7z*2)Oa$L?)sKxYCxWdRqZqYX=ST{{YO{qrz?9*O3b~_N+1HHCDeldEy&oZr3 zSJ@|-5s+qoyGX^lu@691-A99L863R-&FGXpXnD1+{Nv`E#doxTvJmD^sViHlSLdH_ zKi{P<{&PqKUi9Uq%d&b8`f=pFliIybsl}?xl!WUQ-k1)xAJ89k=d@5VsPwEUL>3kw zA^x`USrGwUcc^I$&C@~ddlZjNNE6HNZIQgoT*@sdyCdWvaqHIJI9~s0p7nZ$)E4C* z{@iGz+b!~)KS}H8*Z(jUHRok}N|K+3M?*j`)7T|sH$C=2W@pp(Wu{f-<@m@Osdd_( zWy`@5uUcp)G9Xy%VpGMJb9uG$L&#@LiZ|%4YQdD-jsD}G5V**!$|KTCaFZ&^{j!c% z^D4&;e+Egu%&+uELq?asTCeuy&zbwfp4T6V+6rnlJ75L*=f@#_*fHeTMklAG_2)uT zzdLx7KdNKB#$Z(2H{?btfGPdCVmIjD#pD3aB4VM^E$|dD?e}&nB{$joP8e3@e}zYE z8*LnIcJo$f0IS%^KC{#5jB#Y`~O_;UmK_UrEJP@nWw&%Tn7Ac-@hQA-Q# z?|q|UW6o49@$fP|2~S-s*g0DbB#QFC1Jih6OlQeTnVEyMw$JrONb#K9FY=$d{ADO3 zQND`{@_l#LW~BCdTGiHfX`Z}dPD9K<-04a+*@YlHu&gxeZ~yxH{0>awTlpf&j`GCD z?fHK+lWZyWmxU`#nh#gBwLUa|{2uc((Yd!Pgn{J%DM?uD%=YW>3^2{Fp6;D{8E|8s8(~L@ z%2;k+P3Ot)dkL{RQjN0%N3Cd9hF6Mt;_sdtmo-&y#Y?QHfA#636C336>EpH0rzM+x zfha+{X0%&QVu!2+xUws)(m(sSt1nwA5v`W?V^M}V=%P*2*7PEDc2%cGE9XOx2{YQZ zi*p#NAF>JuZN@ej2lnWh&To45R$cg*{Weau!v0>yRr$rm%s6Miul$jV83b$t0qm@J-RJuYy=vg7^$fNr^wUP4raW;QvbYagQypPY?9~lRF z9mTZ@5Z58WusTjAn@zi41TSK`P?*ohS*%N|^7?H^E=S!&3;y2Xfv!tSgO;)daGK^- zBu|7T4KK~5a0)curH1=jhK8O6YBssyKbo7tjbwtkJ(T?6RL??#b6w#SIslq%xO&^Gxpc6>7y{M$4Bj7DKvL2~uE8P{*N)=gj8>27)Hv~HS5lq4| zlqWp{Z74rWW}>VcA;_|Y5EaX}u4PvIJn~v1Z16S5P03J04xY1({Es_`tH-GXnL5hN zgDk|S_`ha-xAPW-d`)bIC-~63JEN{Z!D)ZT_tSe~%Wn)seP^|R5+w6La?39QbUgM);8Hy&`C@2=L=XHn-H=j0os(-%LGng?$1?r;&%zFyAw4#Bj+B zCXX1XQTqYOZ8~YM{cYv#)o4glE>Run6+>u?hASN13wo6~+?<)7tvgR&UrUwICZxJp zDu{|SXHJ}2m@K)UzKlWJu_z1`D|t&^K!d|R@GVocfx{#gc51pmY&*5Br-SL!FyPlJNQx)cx4!9Gej{ptd-FnJPn9Hz z{9TIoj^|sJ*|CtSEz|4STDM`UpG)pwdH#-A{nr;RP+^n$Z(4`;@pgM1;%~;@-^sx( zbh6Z134K#t2^mw`{psKi40!Fhpw5p$(^l61xW_`mnAqd6?UHl1)BA#OP+!NO#32{AEqpLrqY+nQgr?wBohJNl;8Qg!Wz)#O#c`2f#AUrK6w3F`E_IevP35>n4?_Hk?ur53) z3f*UCvmcdZM`)eeKX5y!*B;qR;>JrDPP$e9O_Qy$p`vWXsUVBRh!Ew2#g6@DD@K!c zue1#t@lW=4Bqi4D^v}ASd%B+CQv|oyGQdkGq9`DgjNdik+==LpJiD zJO@g_pO4Opb7_fBr+Rd*z(vO4VozrlHOI;# z@2WM#OoHA+qK6fQl0u?*(Vc)OX{WJQpXy+{(|70;I)~@;l1Cs-Z3(J@Zjp#fjQacxeXH@}K;Q9rnZkMCmC#r42#LWSY zZ7PX|UI`%yi``>%M@>=}#|nSMyaCj z`CE;au5wx*v!OMXFWpRC&R}i!Va2yM5NPO*iA$Nkafctoo)kC~sAGJ9bK~%8HfG^t9}T%*l|7jXn|==JFKnu=udIQ#H(C507k3q41+$lo^ljav*1Ymp z6;m(F+HJ-+`xK{VEl-bj%g*MAWHpc2Zta;WS5wm`)8b|IB_TC$HdW}H7X-25c{{%MDW3CH)B!css!{{m&SM$LBa4GK8>79SI1% z_CDq;e-CL)c{4@SS~{0~O_#QCKpyo=xVlaKu+gS@FGFmwb_t||^WZ#p#5-Q}`u<7T zmppaA_Si&A(8gG@MOzqI;u5w@xRdO3)I+Cq@aa3tPnJ+BDP8L?)Z-R6V)AU^)&ZD- zNqA9e&U`jYrVNoL;=Hky;5avaC^Hfg6Hca_TE${|mP{P`%ON@Wy$HTKnH&DyW1K$*m=nU7plW z2lM~dIyKMI`Cb%$CTM&vy{9sW?YH}&i~MYJ5Z?q^II}(qs=YKvmf4=$ux4jr?IGQp z3FWxXfqZc5F^#7u{BKqk9ygt;N;vVq~F^fTNw6AEVP0 z>raKD6dZQl^ZJ#*uZfr2-C=qM1<9o{f%K7k!7odm447*?$PR<}Hwv&6mCc5*z9Y;9 zA*Gk049SU3L$M{5J0iY(^Qz5Q@Ir_Q4= z>ZoM*i}2n{C)>xP*%cM30Z zyuU@DA+eC3LZOS<7OQo5`$_CY%5&%(&WYr@3H(;$BdGvdn1Iz3FX$e=8Rg7>+d&M5 z!$g%1h5RT_R3T+?MZrRT!7&$mzf6IXa?iSNoeC*u67B;uXJ3WAt^M#ZffqRKPZ!QX zRWAhKzPk$g%ajC_IW6m8EmT7By18%P=ux+(C2CF8(&kpYpf}NKCigGNe<8K}G$rS< zc00IAw~V{Tn`=4e>X3AdzDTD&OkDmhlKjIQLs{^%icf3|;E|t7P?w%frWB~)VcU@J zL9|dyVTPUroK(LbE!DgH&XqjQLrWomGa04NAR(O8b<9x{^6G-YaDDE}LK?5GIl;1AS-dc+L*boy^j2uy_NZ#V-nT9^Yh02OLx!bAvYQp?Z^yqf zA%a?oSHPbezpCTEq?kQEtk=7Rxla=S!lCs82>(OB=GPs=Pv_}TmyxF6tEZ&85%l;3 z;`U~;rPJ>W~1i&pT@(agI-GkO2O-ArI^_eu$(ZT6kulGVbey4n0f@kEo#=^ zROvbScw;Hh^#aFp`N$c`pd;?7XD|N1Mj_A@`Os)H8@6HnkMo501uOr+T9-P{5&+${ zX1-SpR{25WVC zkB_P6j%v#grHX_f5!j@EH{`5MTNqNQqhaNhB&*q}u1vVZ0 zk8FrN>8Yux85g_Hx7njY0hKj3et1|4M@WNZ{H)IYqfL7gz7h1#?i zP4~*Zl^0np3o3Eit>zHff^SGtk-A;l8EBUhngZF)fJPTE-8Cy4`znKTzWsIDxbR4p z8nP?Y8O}qB57@3IEsh^aDmX8ycy^5!{WLmCcFGD)8cV0nN%P6FEs-0+aP9-|c*IKT zXL>TdKxoP~wLic|TkfBFv&N`P+eT`#U9ZEcs_Z0JN$t`bkt@J`-S(_WwT{8{5Z^-Q!?YeNDi!?(N%9FkhsRE0s)Pl^ z`-kJK870q{SDRU0KG@*vzxKp=lDF*iP5914Atd$oKD>+)XaxF>(k|HaddW6BP`s^w z>wcBtT8q>@f4)6+&Dq)pkNmpa((m}3__yEg&witk?)%FV_(i0%M3?;MR9(lY>8Yr+z z;vmtqFvcmK0=_77v2-GCIzD|_B*66}UgtAvT!N21dEQ91aO>|-5Ha{qAj6;#F#}&wh&TVl~RV7h3u$fdg|iKw!ZR+S|^<3G@7}l zHE>aBaF7<*5O?i=PjyoH_-5R4lZ~L1ISOuLKhE;8Qb=vo7Zsr8vov-wb_tcZ0D4|6 z*5ni9i-U#e-<1AVdT3YZ{cpIwf0m8KRTdBLvcp=0R*8HiycQe2ULtvbXH}Yp4!bMRN|xB z0zPGAnK%q?d7oSpI<}+eYk}#hHn)`MVw~|07Mr}sJhYo(!4C5c=;8uF+Z;jnw0!&I z^5u4u&@Q!q;L|FPFLji$K|;H~nz(+$&|EGBRatpbBA?90LYE+f8I>TCCg?QC-)*@E z0f;(&e28#LkSwQcE8CABnMXxX=!v-QoqHAdN8zlz1Am-gz&Ea>NS#yq@&AcTd>bNo zUzW-9$co2k$X&YC_gmeUgko80xC^W-N-?Q}HgZX%OI=WN*$=A* zrJWje%!^BuCL~-fYUVHaLe(P%*0)zGG{;#zje*||%3>WuxyJBWdx@Xl;kTc)gQD4% z+v=iX5|WpBg9Qo}Ux@V0d?D;3HRF$U9fK>!H6t@Dttacsa*u22IlInJLCMO|=| z?Z=lQ^)Y{x8lqpHcvzLFqEy;uHb85!kgpq7oU)IPk+j?0f9H!W@<0b{G>A(YiqD}@ zEUxSYy8E^T8kAD^?i6#`L;od&dK156+!8u&I$b~JJ$uF3CB`h0ZerF6@eexy<=Z4= z@%=iZuSAY0fN5{0acbtYQSI)%hyD=y8%x_dIc+sR5i22hDsK0DCH@)%Q8IB}D2;j# z3U}5Kuxf84gI_o>on%iGH6)E1Sr9OM@@l$Q;t1^j4&ubfv%0iImmduvD`{jPT0V=b)m!>vsMzG zFDz-CeZ%XuU+jFy3?JBSIS6{yi5)0QOj&t+(r`Sg26IAP^ZNJwfX3~a^bTA^N%snZ z`xo&mLD~w|Ir&u5MXBRSa5ZB=7lS%&D70KVJ3n{9r_&*`A^b<-LFuT;DVkmDr*Qi$S`<`E7ue-A?f4@UxS%ANC zSC{^rP(o5CYmbzXD^4>i=%O0FD3bq`g&Y+-oMO4&Ho1^r{70jc&Zx`Odqkba(S!U$ zz-zj3i`5Cy%MGg&H7yM95ZZl?*P`85K13mZYA}N4Ir*}8Hmi0AXw$ks9XWXvKgvng zq{MHI0ShHo;xyx|^*sCV{rjAdC^D2^cSfIbCpr>JwHr-Vnwj%fER;U7HtLb|N{Sl! zN^ZhdQigy`V>18I+_BpJ(U0X4OyweKiE}5l32(Gs7Xs~K2WMd6DA39)I139g=}@bd zJ``4-LpcI;a9o`U{Y7D;${)&fI~Tt+Sw>kiXq4`JFYMD#y;U^Rc&e~JRiE!?)W2mL zI_huIFj`zFGVKShg8{$QxromEbSJ|~ypb+0(`h9H*X^;DxWKZ>f@nW!nb9py#`XCG z#f>74t)AC`h2bls$8EgedzB`p<|aFm>VKvN3IEfC^FH4h4@;PqT@oWHI80I=Dh-#c zT;r2$u$FmKwPua4cU3cB7ODGpG8-?XT_qo7yC1p#Q<0uxA*9UB_e*O2_#tX)e4x@D z4xpL9YN-ZkScQ0>!xO-%xQgI3ly1jpZ1uFaDPQtRkj2Y48MMpu4`)saf0QO!nx~k# zp07&rkNvOFC8)bQelq^DsGiTj&I0@%x*9V{J1MXc>1tda2%qzX&4kNWG-*U?&_<8* z`0%P$XT_{SmRSxgqn1C*rvI)vIEjtTEOHf?5$EA4{(0hoeu?JjwvFmmtK-#~DdXCK zNE3jPou3azb@H-)=UTXhAP|LK8;jqS{JNmAM-W$k`%Y=|=@*PjpBfyNzRmDhd*0xD zDNUo~&B51rs0>Daw_-kdA{K0wrz0j#tC9PoL?C)mS%ZT&&0F>ukN|St;nl>~P>bkZ zvm|rfs`q;JfreSZQc_i9U=OGO>e2vohCY2WvZq)xe%~TrV0Qo>9%!G~9iqlnAi{Kg zqF6VT8vVvdOLVU*1nNZuKQv(1t#zfi6?ZKN`1*0<^CZBMM-M%E)_|?J-)C%^D@%1x zyC|}P`Bx{SLx9mmIr%dHIZoE^8~UTKPCt$N^3PPk?bgh~#;&#LcVG)GlQJAGy{UC2g~EeQZ~F>~pm zpHBw{Ws!{6&-Vh1pZ1hOMZhf@`~A%lpxz7N1|C%v5xAVZ?(c50CRPP-uTpkg$xlHh?BN&^+r;rCg7ZVNi|vWsih>+UAi#UvCn>x_Ov^kR|-Spqp1+)Q0~ zeG~JxjpNJbw5^%iKHTFMEuALClJEaVQ-kK&xYmMMs{Nj<8)YK5IGtf85)!7X-}sF+ zOr~sNH8_-x#wVX(m%PjpmtnTu%F|Lq`lt=JExz^yH0=ZMCPBN5kYT_F{(hZ6=7dGP zS7WkFQbsdi9@{>;$mesC8>)&bXGOz8-v=u^;>NSpMm;uRW)i@C8=nF87=NcUfAy)M z!hKc0?Tm$au}Q45BNFib$DekQS5ZO?owvu3^Z*QeqQuVTJ!9gz6a73Bq7yWDB8yXk z;du*d!quq9v1)TpX<~$V=qs#N?hf87x30e2!c6dIuRuN6FID=!qN4KYk~f(dydk`% z(9kfPcSp;Hn%xz{#P=VXH$`%j}KEL)){ny}LdwMr+@1cgn<}?#C+v_L9SO z&(g3M1Se2PEEVCEyH&-VZf9FJj&$yGaLHZ0%#i0#RY|q(Q#_?}>jK<4wz_Nn`cnu~ z^_G6ahlSC@*L|CGKZV^x^H|aO{#M;Ax17$nDn|A{f9up88=lqTeti1uPoM&CA1_8F zgQODmI8_`KTIu>`r@!gq?D!u^r7Dt+PHVfIl+37rr`r?A z*;M66jpm!K1!^8HJbx{fg62c&jW#*2r0$8yMOK?b%b8k}lJ3yS!aXuW#5aRdfkqb`jN3UruuSLr;GwxGGL=K}%rIW!BcL6A zMLJUuO(3C&AOXRAzeYFjD@TI?pQ%h|a7COh2>86u8J$KzZzZaEcAB~a7CIaV{#v`u zG1<$4x%B2jZUM~}wA9duO3x` zU;l_0HjX3*`WAOfTk50zd%+69B}f^5BXViGPFU#ORppgkvwpIvutU0e8I{^Ps>r zW~PSLMkf{Zu(JXZqkevnNciwEYpLd;? z-iI;GxOP0B5FS}w_$do|64Ov9c4`@4iA)*K(d+$O7R)TM8@trI=V{LsbuxvIx%0;3VjTJyobO)^=TP>V{pJhCoazrWMn+zd zJ(<2DvW*OntI zN*1M*!;HE%|$`$8}t(7{sjOG7Ophh1>*)mUOX|H(HrW7Fm_g~@5`WY( z>lDqa3q<{T&J>aIm#`GqbTe3FSyCafZ;gxRVT*NxbBI;+F&|Uv_+V)}{mY**LI(k- zIvdE`LuKjLl!_)x?{dxzb7!T%TWHp}{KMv|89Feex499!*okB$JB$d9A%DcWMZH~a zTe-Ay-WwQm$`$W)c#TTy@ay-psZ_n*Ca$VgP=UyW6|8LC66L9wd3!)amZuwLn5l-E zwyAb3U$JFJR*HL(%@fk=YzG`lvnw32HChoHZ5j{J_N=~E62oM59Gh9{Yuqj>B-Kau zK_=_dfX`nqs9Fzl?i`p*w$vEMdYvWe0L|Ry+dj|80|j%-PgI_wq=KtdYjzhd;=>Vm z`?fkoJEZgKqVSpAB=d#4oWE}pRekM{$4`jz6* z&4H%DPV8Nq%RjR;rt0wuR>FqDz|jDmQvG-eNoHP<#=_!xc$m@W(Q6i>VX_ua7Uuz7 zB%UX`W{HGKDk8Iw*F1Qc;5It{>+4)e!g|q)u$JCfTvvSy9a+;)Mp7l_(2?{_XgwBX zM0&I@vc-6l_*;$Glas}15iVbIOZvCG0(vp#9}Q&ae#4IS0;{-`#W><6x=}x~sO|OI zfkEQ$W95Y@?Cf^HgYhQgdv%LnG!bq-bw$QD*^u{&0aFiGB)H8szYf{w=ef^ycV?nb zZG`GoFkGG#nu_RUfI@A*bnf6%HtA}w>&s+5|MXgd8dfg?myK!gTK^*k#@g0I3oOQZ z3q&dJbErh`r>Jl4D+1$dN{-c)`(f8>QiRxKc5|zZp->6F%?J3)HxRTOcMvL$4rNH& zDm_bbe>@#g0#K(##~iyjb!CM_WQzlyKb@bTGX}q;^E980_}lEma`br5^S?=M|HD=X z3xvyR$UCF>s33!rav9#_h;U_TmqweK50R_h+<(qP2_$2I{GjK#^xu3GPF54YF zS3Ps9S$n-4MG&qDFIc-gW66#s!XhibP0D)bsP&n&1=g&e{ugR69%O(`mJKNLO}Trf z{$CU56#5l@!Kp4ZNX~sl0_fx({$!+mad7G2Ay0@u7ez5}$+&QHk+t0I-l5qEXHiBd zcQ>7Chf&x@$DXvt=ss(k2tD_TXzimCHqzb>gb`u=@F*C{*k@+uP(zN()TEDgZnbuQ zJSA~-RPnkI;~7dMAQ^PJuGzc!s@vZB!V;{#MGC1|@Z*_wXmI*U>+F!SpzP~$WrZ+w zgk&1q2X$o2YOk%rtQzjf(r$?RF>lmHMyo3GpFcD1m(mUUK!n>#Jn;E@pX#udfG-rq|GX1p zS(AVVrgZyxkl_c=(JJxspg@Om*1|k>aLSFelnz%QBGFkA){zaJ9o`90-7Ury&?EGy3bK1 z11t*`hPQ)0ljuI~j{L*~7BhW8zBhXsSOWJBCLz`qv`bhAnlquEpV;W^$B&`?=|q=4 z?(jl69Xb}C!yVu?DLL7(K7rkRzq1ewZ3oHCpFsURbh@iC?l+!jMm=KjLlcb*oFHBs zyW2R01CD^LQa=CG_?FBwr{~ZP0{F*Cu^XXOOmMEcN(**9ZuJ2ReiUu(aNg8( zxCb!M;^@LQvG#iYutV9l52crTzTDz}z<(0t6V%TNBh7 zy2Ee(qw%;C9|#Km!NnMWB@9I)T+F`*fnCM(a5;{4@sYW&6vXZ=U0)Bnh_!?+hmdSnj8K3`?8Ey_)Z~PcATJy$i>L2FI%x@)fO+b#8Y)i_q3Z%)+8Ew5 zHXe1$!E@KN42d-j$M&~${uO%9H+IQqBmHk3+E{q|7lt58Tj6+j2b8#F%BJss)yj zJo&@dtc~9TE^|@+$j)Yii%*E^1(aehVrToOO3^r;b!_7S468TC=qBA60FG1^pR9$6 zeQwol@O$&i3AIW}!2_cG0r%q{ttRc6gBZLVL+)<2S-#Fv??_#2Hs}2- z&~P%R1@QzDq)SG}At2moJ10o6jlXf?HS>nW*DhrM98mX$&N_a_;$1*^;c|4(-tish zv^Dft~p`o>0K{VIiqP*zUY-VpMo zh<#V=9UdCV)DkGkYmTWaRp_R}ti$qssL;r(^TmEqBFr%v!Q%7Uz^vSo{|01L8Ojip8|>tnWz*${qW8YI(}f4A=IFB=dq`a) z%)NA~3nN_hZk}A=7$!ig9(E*IZ0kC^WFP$ch_LRdK(--%C)Y&vln@(^t%SK3ZR>1m zFe8~um8#REDMNq%!p)Pw$WLuuG(MUi_}!5|xWPOGg;eG@@7day?(GSyHcOn<2Hu4- zE=%X{;SJ3q2$ky3aB*MqONNTWCfq(Qh~<2acEF5Z`A1^{pY?zgi2Ow1bvqKI%%9fo z#9XmS1m8?vn?-l_nfL}rT}cLSR2RNQ6!?Ra#S?xI$Cj_me4wJoIH^`{YVmxOu=4@J z637e}l7q0@nSE=PPdBl3DmJ9O|T2002b)vi)UubYHGv(oQ`5qhE#|7g_K8ySSKbzw~+QW*!*Ruc_- zY08sA6V_HVr!Fg#jpmkMy~%IE`QR$ArAK1c?i=#|Xk5`(Rgw_yqsm`O2kgh>NqH?7bAU6@62u8Wt}FK38V6 zn%Tov*5FX-Mgn5eBpS6%*QrESHD=TN6{c2>;PYI*IL zocMFaAlYBTMO0@iyKg(7k|Lib!;io6XV$_v$tiW`bZ>V$PtyJeKTv{@j+v-FlX+k% zUQsZ%3tjiag13BCceUoA)c`tWJ)H|R;ck4g`co+$zu zWn3+`NF(3$DxX|jMZLaWC-8RY31XngsqgBzmAwd#GB|=)tRzA>DFukVyyR#q%Pd_6P@73 zS5RRYy5fs17k>=ZBMXix*GDJYO!LhH4SD^iZa<*U{%gb-*%Zt4IrUX*;9K+;LA@GA zlxL^UF#2`gqF5%$@#jC9(CwkpAZ>Vr?%}95V`Bn}X{d|r5yj(R&j`S}6unN00 z@tg4Gd%W3Aan2((3{HdFBQ=438_8-Q$GSSZqg&Z>G==M+C)()$@D@MGfzG?__P7HB zC_S==yF>O_!I0%g_n5%RxGeYloe^$G+i8MGQAbMJ-;ENfY~xM%3;c#?h?bR1iGF&% z*nxmVr|afW{h*XGBFbTCTRK+xwa8KfSlGwwyP_BCCwv|u_-;j9)2j;iY~ z+!irXO0JDvsr(&S+Qt4TuXPnn7=<=+P;Nr3)0f4A^tdzI_i7Wmd*ADCv-qfQCB?+6 z>rSW&CfKZ^YZsXQ>Kn2Dqv6#Ct3mZE$DP$)pA>f|a6?boz zU*q|`4U5S^KzZj!l8YaoP|xOr^|Vk!wwXc_zfm2)NRjGj_bi^yQINze01@Cd!N$ew zMA>$=n1NhJXJ@_}vbh1BdAuZPPvV0MHPyjahI9>OeUuP2on6|%L?U#+ac<5W(^I>w zE#Y=<{!C78Svrho_eoK4bjNGTy!OtF6VM}Uuu;jbjJSG+9RLhnW9UF&QICe7`;(*I zZ=MuDBqwSfemp-US3V@cW1)X$u0m>clH%tvKa?rAJlu(l0iTxFcY6FQD(;Q!-FmnC z#!{=;htqhIZlv^PdnePPG#VQ#?rQqw>>%HU>n_*3-ZP2#H;ZPG*peOvu)FucQPKz( zi?oHN@Nk=2qsv0yh!|V%LWEZB;g;rK(YM^}VUBcT#MhLI!OlZXmMg7}0ke?sgqp12 z!zxQjDX}`FP|W%JAB5xb^F@a3+2wDOg!UVZ?WT^xHVo9BgevsrBbAbYu()KblC^6A zM!isLK0&=7JtfrAB8X&+Y{jkxJUU4{gk}V0FPOIx`z z6KyVkI~|4Rn04i^)_-5?zL>4+kN!kf3>k4>9#G?7d|#lVs37&uY(_tQbFM&&SxYLBy9y}Dtkq*O*~-i^zA>IGnNrw8#di)oK>iGfjKZ+a8QPw zN855OSb~~G;8j;wlxa|H-%ow0%#|4(*}M&Gb?r)=U|!hS##L~eQj5Wm+997Cyv zj!aUs&t{y{=q?YLvY*1#rj2uhz__*euxG#9VjtCpYp*x(tqHtNlwL$YI*wV0oeooj zl8nse^Wh^_mbbw_ob2S4w)8EmVzIIpg;@2yR8~MIRnqJ76F1$8Iyj&t>ZmFv2 zBZR8R;0>pF%=FXm#gPS5sDBUu1*;vhHK-18MfA47PQKy%oRaGe9E-ZBFBaF~VjJ}x zzaEz^ryTlFw47UR5KcxGU!hRd6E)NKt!uA-s?__$?0a|B{;S9;eYqf}Gh6r%YHCgc z;8`d%kDI+@4NOQei3JR114x}^Tj>HFwiPujjsgwVt-K#}K>84D6b?QM zY0U=V%7i)s`V-WaCcZ7qnP~nwx5O%N4&fhmxz8U|9*0O|9(7>9iN;oHyHHl&OMwJ5|>b?40FWlDcoH?^?NouSGM+^thC>n2` zX+k19CgOxxlZsI6lyv9D1HJ=yg)lDEr*5LZ;ACQ|8z88s>T3%T;kY^%MU6tTpdwlR z3h5~NK_2(0)<>%Olf5fnDlX1d+iDO!F>vIdzX^d5E<^TQE6S zgOX}3ajFzV9Y1UgujC<1C3VVTYALM)4>HRZ{Ap4CKx?B6F=V6lU9W8wq*s8b z`DS=7Bqp|lTneCnQH!6mP-xT4+Zbm2N27-vT%R=W0DgP>C|jlEf&^KN+^P8fXs zTxaDpn)xpE20o}!e^Px+SM1f;T%T`_ax+385Mi;JY1j}8p zZkgF$PN(v>TrQ77a^M-O6=*DyWtHxz<%a=ti8F#O6qSy#H_3ZGYTDzaO!aW z*kGwogRx=Js*5X@zMXwY;&W9I#iRzwVC6mPuDuhr5iYzW^RT5_hW<vd#I^;b?M&!I6FK_w1q4W-#evR?1lCdwYWx3|yBY_Vl&Lyji zapZIe^0HOQIEx?a8S<#N$sGU;5?_Ym+6_121f!Z(8ulA$$j&z z|JNgs=u3Zxp&agJRPuZfC(+s7HK%nMatrhL#N!vMnL9L{^s*zAd~q@K6MBv7z-f`| zan@U)X!`O#edd{*rd$~1nnC&s0Twx1TRS)gPT&(tykURgLCZ$w6PjCGH?pPSoUDr7MNze%&eYl4rtI*v| zx)*CL*td>63JESjdW_Tdz_aP9&nnqNA1DXVx;q>IjyJf&xvL77_x?#jR;uFKGPARt zQpru_9+i)O_qEiAXUJD8(+4*oRm51>a@Jerw6|&ZEqIpv?bq%SuKZaE|7+div)DXQ z+8A)GDKmdP;lu;_ad8vHkEd%lGKbxoM>S*pubR}n@$G?S(|r#}K2;#4Z#FqD7d^Io z1i9P+yVL&g)Ac_pSNE)>v6eP^#6Vb}b#Z;lAmhB1gRcvHNkT{M*?G5?3B|Ln3ZXju zV~Xs*T*(%WBoAFED_`#n%FD1`kQox1_BjCRQB=~_z82oK`S#7wTWpfyybC7kjur<2pdP?r+wCzp*t~PPconnz<_JK#=4Q zDt)jvCruaL_jB85NARF;Eo9^Cobwc7HdH^bm>;#cemAYk)2a-`TZ?BXKoqB3yO~4p zSO?@8sjndC$m&VYka3RS;~iMwQn{>(A|w&=K;)6Z)TdAxbE6TL#~YcBQf|2YIyQuJ z%@-2^v@m1ABdznoQB>)dhc99ttTadbPG%b&#Lbi|xy6-b+!YNhO@2F({B9T1(o~~m z{FAubo-;k~bhC|DGpi``A5BTZ%kgg{&sNo)Ei=@E@Tm?n(buViW6 z`=G*k2KqY{-M;J~N}&HXKF%#-@+7r%<}Lt~ZM8M}N7M3QtVt4o;j~q8#m}HaKO-7) z=8m%IF*tn*hrGRtl;%!({d4X6n~4(A>niP`eeM|OW z>WJP(NF*!AGo0d%ng4jTpv}ERuCrPf_}WjVZiB_z0DROk;DL((GvkwWoR8x`k&FtW(&)L^Q)8$N5uA!2W{ENAfU;_%s00JbROvZ-7 zlr^gy)4$!|STOH6ORlFiIW^c;#Q7tQfZB^@9gT*#-h(GNvhjZ%W=?fiX@0Sm5aOAOv`+2xe@n1yq$t$}UFT^r>q{9I*(=-D;4@;?6=ca-qpLgrmj21aSObp5(sOS z{!oO?M3eP0E$%mV`tuxYV&8Z@gIDgmme{c#X^()ECSJr%C~K6+#gm_8+h*R-Om%(K z?Za)Su&We!G;IiH7hCL#kNQgVSunCxWWB%brL1)wvGD8E?o6vzMPxEax7Y+T^N+^H zylRWYn&HN=uc2fl4=9=!r+;ygZjhqREOHq{>u8F!Ueq*ip^8-!7PBUc5q8j-@x}d> zvc*&wV$~CTN7=M+VM}^D`+iIIP+Jt{-tXFk+zbP_M;=Hbj^=zW>5y=?eRL8!;?;!N z0x^08S}MQin~v&75!Ht_EU)A+Y@i`b^G>G_9t5^rg>i;DcGwELN|ojAK|^3_7QT_> zi-kKra%?=TlfVtXBMRCPGorneJO2o>6JLxRsoLdXyqT>0v=Z^!q-)o)1cA+WI zlhk|YVOEyI_4<6w{Nt}}1Fjx<;kAw3Z-S-ZRBF%WZ48V)=VUK0M`x^}FSad(A~N?| zp+)OW$mP_I9u8;D)&3SbD(s=Jv+JEglsXDq0^+35uIN> zt*$bsW)u4yt$vCb`=t^q*`y}djsOsxt{;p$XUWe@zuYuy10cJg^MfhXm4*7MX^NZG zNWs*z^M5pd`Iy6VbORpJ2oi z4iH7KKaRbxqdm#}Vw{q_wfZKn^OG9?F(0CT>iZ^@8}C}Ncxz^hl;Co<=yEuBmbsb; zj|?~g;sMkaSJ@o<@~eL zU>Hwvq3&tTHQpG)As_7!`Py%C@qH9-B6cKwwoNIc433^yxeGdSLG;!WgP2QtPTgF9 z>w8!Kk7maC8&qH>>0UFG8*r#`YJ~t9;U_1!O+6vOi9lXWPpgLYM^#%Z$Ah z-oVP?RCc?SWs1jw_UTP6D_>BzG05M^EqAnxP8%AyGVB3=>RgBig8_MLT-!dT=Kg&PTc?y8P+npok^MykLFrhYF0Lv2vpOmhN~Vo)uA` zBT$nmSNHMS^Ps&bbFK^1OZF%R2bodF$=~w|7wHqxzgUj;v(BL=HH6s($5b7+#7E&K zl7a-fPikG)KxTvzqkeb85-r-B4sBBy&rOg1)a$tFdB1JKcA(tnT|!{+LnQgxTg#W$ z4bQPceUWf)PxARx(hl{$u4Rp@kt_q<(AuL-Lp2(z{LqR8qys){caENHnO5blPVeFz zn(K3yykJ@0dY$&~3JNYfGIfvIP7LN3mW;e)Lc#*0KK8O)HZ2yll@LWFOeFVsH-9uY zqE!ES@AU;u*xxMh9^%&HN$Ug{R}$!awTNP3JW(repuD#eMq;Ek2d$mU%^ctb^S$GE zYpx-DT>jDQ)*MUUe%!>^)JICE=*XuY++lkczaA&p`7-Na7w13`xz1Kad~;4_y-ojj<^v z?_)$XK#L*L#2a;36Y3R8I$7YyrcrsR3A)JXGHr@!&l__Tn>wA`R zvLDQN^Bro8p=1n}Hnqi3Qx{cj9@yw;IQs0i*8R+rr3r#bkb1#@t=FHRJMS5JN%89< zbXqvemi80B<5c*ruScItzsVDbWnsml+k{OA8ziS>=g}3vpP;P=x%}vPR4#H%W}~a- zMo@4C3(5CbRVPYHaay}%ocdrpeY<6VE59W&qn&i*=V>Xz-FIQ~H~5+_s00ubl#s_V zU4A`_ zAZVq+Z){npHTcO^`j7ZmwOr=&gP+SvRM?q@ij=3uZM_T4DGNb0tXl-t!U(_YIBN}S ze86kymu>jXkjoD6o8^N5@|~MPitSo9qJEi7m{%Qv{!XKPdB=9huX_F?8-R@@G`3^&Ui zg3cAL&SKC?!N22&c#@lOQ=Oq**-SN!uoTk0)j9NVS#;|Pfy6O_TZ}$#i3|`mK9MRL zelEv%vjm>Q@>eq+x3TPllXc|bbuCjA^|e8?`%yxYkNisX(E47&U8C`kfsn#5E%`XR ze8|n_WIt60l0>+O_G6)r z1}T7%H&OC-8OWlzNuHug0Wy={0c2wTamyZ<;YFxnEoWy_?y0Y^V%I{%@QLb71>avp zwcVHHYw+JSVTwE@v1>grKc9-F_fKpVRpJ0?((4wpkUSoiKWx!i9>NCv?iN zPyfAdCm%{ZoLabyJBSo??!K?1Q?DS$`bYmC&4Eog*_i`EzoW`l&t~L$@(pt4cxyFY z(`vb?pU2*qHc~(A%vh^I<)$E(%*L#5xCyq63Ll-N{&xmnW@|fB2A4O-qa$Hp5ZuF&^&>A=D~C6OA!x}XJ~B8m#Cw()*pZG5 z->2_tr3W%AA%1pN+kJB(sN{*rzK5?HUqO0yfz%PRDvl0=5+~aZA&Q6R z{mK4Uj0P8fC^PmJ!`rkjx247@ZP@@3q}~|gql+vDvs2+n@6ym>KYQIO)R*tqL@TZy z?d5^nu0hinakW}GK-_WhI@o?5W>jPTkLK>nl&g!|#~9X2AGZ(UN8pOY8}>}bJ#dd- zQS?)AUB;2(wLi+<;BuqRdT5{FY7hj5oEplGli;}z!=7v`6-;*y6w!q@6g84>Fu8{pePa!o{M@1T3b)xj#Rt?!zil)U4P z`cU6<4CIIuGv)3oTTBSE!xq4j20f1m_t!*qURiSdqxobT#6ol|@%yRGL(leSywLK1 z{*htW9em>Ri+9O8jl^OcsDnfov9NmP>*H}bFxPFZ-(=TAI^I2DDnFR^9PDQVx=y^% z|NTjGlbTEiqQkQnxpbART|px7`=veOzqi8hiE-TM`=I!VeBsMvRR^?B>OzRK!MWCK z{nI?hHtOy>LL!ARjm&)W%M$dux?nnfUU~CIDqnb7W9S@>=i$l0fClJG&Cng4d%tL1 zzhWzFVd5+&Lq^~yj*D!nT!o)uEw#tQbsp|)Yf6qS?fM0X;jsY#ggfqPiCFoxyfC}= z*>1p4x4G$=|MNe+ALHl)Pbki7M=>u2{^(p3#2Q$IloNE1>umN9`+ZEgxc~D}5Yh)A z(Yq(w-mn(nDT`kAf<=(G|) z7pUZ{n#OAQ&&k5d&Ke3zy<8rLtrZMTeP_h}cMLT;z|0o+rs$}>b!W^jL)`%wmH{(% z%*+`82!*|#uQ~PQ2o#Cv-nxf3%12siUqR5gwgi7{)1sbxfnL_|InBBy1MU#)g!s5^ zPUP|(5{U{aW~o%+*zm5Xa6hEq@W?(cF9=-Hn9BBw81sZW@Wz1{C>@VpmRho?6xhuZ< zfemDK;sCe9)IZ*wJ@2@MfmW?z1W?D&6JNKxq~#VT>Oil@oMPMfr{6}v9(B)oRp4j;GJQoa!B_gfN5A6M;-AnVU)1Ll86k;xy}_*8iO#>D zO#2!3Vnh*huO#bHO#xBsP1@LCPi%Jinq~DcW+=?DY_)Ap^X7|izR>s%`-NsYNRo~# z>y%ObYelCD41=mPn%g&U)f0hECuUADMsz>u@()%KIH`lnjg8!`Um=FxWuHR!g&Un( z<8^@?9tHaBJrz8a)&xFLG6z?gS-hylskvQp7kv5rI$i&ZPYP%&!rlT1HxLmXbP@J* zo{8(W#`-oxBWDjtDrt)hR#9BQ&A~bKU@uaf6Hb{*>l@@7$#E` zWF9o@1u#Kw?}h91XLG221TR7RWH#3liYZwfHPs$&kVEs-4*3{WMrM%;GcUeCp{bvQ zmSydwmZ)s{iL!x~&+o##cI+Pg{2MMG2X6dI3)SS}Sd&qC9wd!VcQ!KR;hM-hJg~O< z`T}y3?u`c=>Qq=9GM;^TtO=OwTn(^Th$Ei< z4~dACNJOIA-ZTkR9zcklJ+oOqy5|P?1)+fLM6W~fc2EuW_ZIN3z6{ci>Jxq^1FrQ5 z8wfAPw+H%T8YI^;+Ou!}x}^eSSDwk%G=I7NQt5G~E9nBmTj2kz1C2iiw{d944ZE+m zDgTKmc6`1=-5hFm*+E?%tzoeA_OCwJ6ZvMv>wESN{X@v@0C}ZkU`32)wjY>b?Xb>1 zlOz|u{Mb}%FjIAr@vp@Aq(`yvuy&V0@Y`zbv;0!kG4X+4?0+aWX`W`MNvN!qF`Se& zPMOD}?u$3wgm}h=rEmv#8i6-xU&m6p(Cen3fD<+5ssTXD4?#^nv8tGWM zHzTEr*q`z}aT9!H&^7+rdc^xo1Kw(X)4F5aQMO3j(HFkfvKp7#0b=!n)0>rtXWkF9 zIn!U5a|QiJ`)6Ysuw(|*Yl{Z?;~D&afThbX$CEGQ`Y#EjJwoN-m65RTZ@2W0Wr0`u%>6~Z> z7Ua5((vWD&~E>S(lfsNj`hz)hu@pINi|?&TIgYCKu)!?ZVi>HRPb22z&@X~aJJ(CT$C-tX z_gpzCZ0diz-adGPzf~BTh|~)*w%R7U9+DyAc%cZgafwZD_~n|$1{l)8fhm zpGL+=j*aMKyRjy2i4#vy$~tMywVm6mxv@EmYyiuTo*@;Hz z53C6dUv34zaLwwR&uYo=T{Gj|0h9(wy5-le&BBOHv1X2T=04abf_y^1z(JH-jO9Md z(ou;B(Y4aEmYrcDhrH`H< z3sj#zG_yG$yw5o%2lj?>aPdDePpkX*t}JX*+3&}7QF5Y852WJt+4j2>$^D-D&VB!A zu=j``S0;U{BBy5_DHU3Dd*ve;r%5-r`)`i3ZfRZek+@I z=tLy(emVr9wCcFxYBsYa@C*ZlQAb5%HYvtz7`86H5dl}5qcG^v9)jMHn;t;R5yx!mM9tnpD6I)FdEbb z`>Gbk8{ohZKZy2NHlRxssJu*5u4`^c&QCGw5n8v&`jJidA8n^Q;!+4_VVIYnj8bIp zHe0=pOopI_QIG$0w$7uTo?ZBCIhflo^!zE#9P{Z!_Kon*qjk9_xl=;%1E<52OSKXP#QwCvvTcd=?%aO&@!vd#VC1q$ zG7)+i9Zlthlx=ITZ$Ih+Ider@Zd|*4z9JA`%w1YrM^uNEI&+G;AkRHVF8kIuJsoJB@7 z>0w_-Yo#c~-pxJCZHHZ_qwyT#0U{;p?Xs$}znOOG_H3|$SB~~4pnd1+68B6SA8ZHX zyF1;jE&>yqo$zdQt1H(P>C`YCWE#c?ggkGbMcKt&WR7WvJLnfnIAo2U%kGkA_6`0n zJ;WN(v+4H2?-Zm|W=x(QDk2zWblqhR=VWK@obhXQv3&|jqez+{?x4i|w6K})JA;Z# zoi=}99N&Lfc*V`h%|=<->eMKID5QtDbbfbG;D)`tcCcL(>UB(vJw zVoVwHYm_+OeFymKU(;UlBWs+U?OqnugBI#35J}i zlaXqC!&Sj+C)QDT&iHWn9T`_W*S-7Z-!t*t z!<~Xsd;g0!SzY8-+p22BK-k(OH(ONGY;;ffEcRlR=R+$PFShV6|Qw_@?++ zTO~*DaZ-1}ueq0_^pEClj-7grq6&#xxRiG7F&6@Z4kWNS@Boat>af=>beWk(f?eT_ z`IeOssWEj8w!`i;1^Ee&+sMdTpINvb+WOZ0(9vO3TRWi7`z*tXrxF4E0{-oV1>80C z_;`U!zIE+&DteIORjSO)>?TP(qSkM>d=J5SsnPd&`*7WY4RJg*HNoWRVPjcEsF=vt z%EIxakHqvtjbnZ<29N=W6aO);nM&px!6zFXG89K{0rbg-PvBV=BTmj~cja!0ecIlXhg=T=S^mpJ_=*NgT47H7 zUdYC9Hzi|~1NxXUUQWk61FTEQj}r+=W2;Gz2{U`%-OH)36I{KnPD`~vn1!)>Tv=$O zv;5O%Ggj`ZW8ByTRa|&*Tk4HVA4x(R3H+j`xUWw*WCT@Hgut_&<|OKx%| zs)j~QjWyl7ljwhXq#Z1wZwHoGLmX{Er6ap+c98Z@Q>!BU;R(m`7A^Pt_$%3ax0`LN z;%W~q*-GUb;a9gvT}5?^woQ13!&;5~Lc#k6yU`!$f;=sC>)Pj4yf2n)OJXu|*(1Nd z()_5_Z9!0hb8NXu>{bV>>J;0B5B4%0S@eC#oze0%{hHsw!o@+V9WC`tVC)}*{xv$s^bGS|Q*rdp)u%4P# zk71cwodgZpuTIC^BYJ~Vgq_WIrf@=0GCDJ_&r(p&BsKF5FLI}CRCtn%Q~ZFv>V5nP zGDLzPv0Ex8UtC{XQ;p$IlV^(H-Q$n(p5NM5vA3#D2ZvMt%Y8?x&A)M9a)eFcy6Q&_ zo0z|2ZOfZj%zDN**o@e@#5npQN0KMfDoQ^pn5sG|+j`1KIhJl7<^=C7FHV z`ur8?89797I*Gr&xswCnPsX}uYmG_{s3!}Mb#3HBVvdsx5b|Ukd3_;aSF~j}^)BVs z)K9WLo{oGUz^yfD7nklPD%r&e4ywMDMN*X~c9)aNA&e1mN3N9pZnFIsu1c0iM3Vy{ zc=KjZ7@l(_xwdgR)~D-er~#FNo7*hDz;@5z>Si#@*Na1Uc?f%`OXJlo@rbMY$GR|` zbHjnOS0{=wL8(u91XX`5c@6_aE5IG$3y!KeINLyQcC&V5^mOY@zWn zobTF;EHNQ%hbcGo2BZ@fNd;tua`yr!CSZ?gGTlA7lh=BPzS&;qc(ItBbiH(`}z3 zo*}dnA@p1fir;ekI4wzgN50A!HKK7&5coIXvu1?P2I=$sP@usAe~OG z+UZKPHv|`Cym6J`HU`;MJ}3Xa1Zn#%0hOefe{ITc@>IQ6ITj>axt*fQ+c@Q7BbtEr z$)(&2*W6nH@mlww<#~P4rtW2oG(@*^^a8J{8#3U!W6B|Jw_kGIrdI3Xh*oouCZ8BG zuAfzi&2&5}WY@=dt1#6lcu+#Q9qX|Mq0>ppBN2dg#WqN@A=P;NF=H5q=#1t&S0jgi zG|}#T5-UfbQ{x5HFs`PI!zvoEKHf*)kt}2S8F!(mOJoW0`PR1kyza6>UzWMP&3y}- z4W*1rMW=t&HffPRgXr;H5Qaskln`;>k9&M?+~lOE)URx>{{1b zJ|L}#7jrvti&%iiO|kq>*OQGT-2JFa@>DW=AAQ&v?9D+h*vrBmr0aoH(1HKKFld@s za2Mi-;Kuc{4gnwVa(iqQ|D)(E{F;2bFplC+R7ylZaw;OyqI7I30wThsn~9V#I!8`K zx&#CyCywrJ22v9NksOR3-5WW^nD5^IV4pqr^PKyfbA7K1%sJ>X$0-%i=|Jy*3&i4uqnn#`Z5qJh zGxIoR?W|XT2b+2eWM#H)OKNb4D%?5Pd9gphii^|TEWp(Bs!|TjSgAr-p9j>6V9-X7 zKeQwqkAL~lptk<|XOh~xV!j~il;e1Gt68S8^|^h9P1Ljfk8%|6-Fd0WJR&O|uJ+d} z&CD5Yz`foS8@TnDz6#iUk6Lp~J1kO#3)r(BEhTviD~jwS&2^}>Vik1a6rhHFu2Co& z80I-xMoXw7Q9E!z@D>Y^IrFG2K!Og+MUG<}j*xJ%`Dk0fA{9VaD%q#tKUok;nCV0D zS=AatH_p+4s1Iby>9%F>Qb!EmJ%V7^UOi*5qNbLT^+5FG{YoLaW>J_RPk>QomYqqe zLBvVQ5@%zcDK$(*ldpl6E~?K^f8Ca?G$>6^aA~1?PU7W9^KF0VYk2sC{S>fbY9Qzd zh^rkp%tbU)iR!2a@`|2p!F{|g;vw7F9cj{CPzaa6sQ0rZ%}aIY3Sw=L9ifhIr zCXg^q+lNQ4!}Y_;gpR(-TSO|+YQfx{@d}?7zHAYGSLutD9>wnH*kJ z_?`sIdN=H{?YO45dLt9%9O$z zk8iKjT&Dq%u92bJRc$J1=K!m;(XT6%!T0;{eHjZNM`=V$kM`q;fIY9j3le><%)QK! zUJFT6E?PbhWeym;Y2!T?=y-{^)*#`3G~E<7Dwuz_6mryolcP;1Me z9&o-N=Hs3;bDU}3;g*?~E3JddU`rgg<4}BHgXKB z*fVUddxCP>d5_nT-j)`uRG`=HThmzId38K$NU?}?nzon#VoB&;9f2_*eF@;oA3L7^ zXxNn8y_d`1I#Ql`5F`}f;kodm0R7!ICSJmL4&5`6Kdx==B6f13&bc4m?(5${ubQM8 z`6^5t{+ihnw^63)2ffxT=hJ)(98+#@LmUpRaCh8;R9jWa1@cO3ZNL&gzl%OKUCkcp z?X8@qUQ&1hZ|ny1z|!->UFnBqhy_D^2!8mL(tb!T`tZ0?c3kX%s^~K>$^lPwu5F1{ zp~Z7iiJA{KCRVO$bo}`I_%0RJh!nvxQ|Sb0S*|)nJA1~lx*y@@8>yLE7NPpjVQ%v3 zcNHj1k-_EWeaQr_vA5Ns8U)pk<7G?S_gZufVRXEAyf;a{l_jWag?= zAz8c{KlYS4N9lxSF?mb5v_59>bf+EXYcupqeXk+0Q;VIP_g{FEe``T-5!>`RoU04i3PGTCplm)pd&V@T6 z&k;S)3~8@BHN@3P4P@YHg_>lJ!hY03txjTXQui_E!O9zQ zYq-2QOU98H^U`ZFFWw?8Ov*k-OSH8uZRu10L*vH5?p%3V<&U@~zcR0OX5%yy{7R~W zTU^Zv_w^XjErkfW()eJP_5{IOtA*kfFjzw({{<}bQQTGuY)05m*S~Al*KBwv7 zHv^W_s1+%CH4lYv{A@P~yf5|4Lb)cLQ!TKMM_l>(17;7pe3)|tb@qw#X)N4miT$n; zR8l`a6L8O97IftWatoU96d8}3^)g@TkLWf_hf6iuZ+@lX*i0t7AAk-+ioORBi9wRY z;$8xENL=`7Wg=S^YP!i3J!dE$SWn_JzJUG-7J`*P*r9KUtSX5W?^#8*d|7f_>;*3@ zgXrMTluI>nm|kiUVf4MRlY(;pg85#>=XdTnfU5vwlg-1Qu{Vfz^PGFU)PlnI&UgJid2Rf=rGKXb@-lGEA{3?o?C+Qd&u1ROS8J3npTBDSOO~}q z8gE)#X8M^~Jhrk%HNTbB6o;{>C*YPt#+QM9xFOjd#{$>e*i9eVL~6-H)h}(z22tH) zJPd@H=Fugj^&K+1ldzt85c%^gGys7n*XG_?hk zZfuTUb-nqs5d6f6CjhvAc0)iIsrJ^iDDcB96}0ZfAIXl3?4BR=nk# z3=>@92$Nd4GLv8G0uh@$bV{0)1U!9ZRxF6$-Gm5|oksM!AS@A4dv_^gV=g!A>)W~| z(Fzsp5C74;Ar zs0<}YRHK?Hx~t@yvc+KM@On2;N~EDSJdA}D$5+v?~b-AOT3NfF|3&rF7KFeXUe_h zRy~ZE`-5ySqq$IT_b4WC_i*tps}u}h#5mKZoL{+inStl##S|&Y1M27fNV?Ue{zClP zZv7oSu7dPCJ-#e}_WSYk#7)dLDacejj7i<{SG|$Hj+mD*XkoEd^a1se#Yd>i64p z{)^S(jrQBW^V9ZS5n>;t3V2Pi`D&Htb{gCo*h)qn4kAMak$Tf;Rw3U}*|P?O#QKU2 z@nFtMlipkP*(is+yk}#Mmi`Em{bX}G|2=xs;DN)jW{9WstZzuTey1mweXP*_aZx?v zD-*1v(K8&kh|vt?L}a*EE&ugc=((f@sekv3Z+P5RZmBBTC_%AUFkq7zB;y0G9VS_( z2Y4~5_L2{1cWmS?BrVZiGtoI`(yO4_;0&igx`MPj_7A~BQI!T+6ap2*wzOj!;Ehas zxqAwb@7=~OSKa2wJm2v^+4ya`UI&HwSyUwCQrG4Ubsz4T z(}cQlS|^NS3IbI!FStfUFE(WXo$#m<3Sf*3%Kac#N&GgGl9(_(x}?I3Oh^exrt%R7 zQ__*>_q^9MsM%PGi0b#XuX$v@mYEkH_EWPjJNSpn$An zP-VCmBWw55XD96W>$Z*Z2Fo|DAFq}kDOKJp2Xnlx5c{ngGkX4@ZFu;QNv3B_GX82f z+vs}mVNl0n2DO>aj!Jlmk#MKf7<{I-1E6!|0MF(ASf3%k;h%H7b?^v(SfY=X7bSoe zv*rRK%o_dBI<@ATu7o~LtLvpwI{XJ&+ow|{H}@Y>wt0ruQl&e1j5Qz4UCm~FRpRd# z@5Ve%16Md?#zJwcRF5hbscb>DrUMC1)R-g1kf+bRuLo(0=im8& zB_G>Qc3ca7WEQA`C%tk@(>MTMS1N^v`TUUNR&I^$>s}pp--Iv(N)hTPmkFxvTk_|k zpVi$y;`Nk+k(KKZ*UeM>HdbHOaIdmi1u1k=!7xS( zFR$9uUu`i4hemY%9l{lA2c{S;uLbi*E@6$a2}zcJN*0DG*H68NsDCT)Ceh9TJ?)kG z=;yn{kF5#jkM_XdE0gytrH8SeIK%tQ&iQ89MdiO5W0b+~cM}f&^D|h>Erw!P=m%O$ z&uVKxK*Pjl<*U@bw-PVg`8ZG-ub}Bsl2$8`?auGs&--+P4iM%qLB|lESt;Z>nHqJX zfKQit0-yhFer#L2<4UAovW&qGYoAMh9urOC{WJPnd+itv{$+pwzzikszdSRr_r0Nb>|)LnU1|GhbtXV>gIC^_JCBS>8fr^$w=V&LZbfGJXu znU*$aDUPHrN!A_>x~5!`x4=r*4Zo?5Bz~!JXjGcoiu?VTvJycw_CMm!5#9*!H!$R< z>u?`ZPgL>=TLFEewHWyiTj=T8p7N$lOzvo_yPre>LoDnH;s zyLKVS27+>8qhP3?Bfa2wp$^fm9c_${2&D*^sYqX>6#U4u71TSlp2lPaOY6=o`gXV8 zIiVJ>X*uf9u6q!a$!faBRuemlIJe|1$zDcMhvS2!LBYsdxmOCc4!tet6@b;$=7Yyf zz1X4g@t--}tqJ_^pzFLBaV7*%m{Xwh4^&#|BcE-?u8+KCwahBJf5*A(yAX6APCK9@ zWqPlhl{jiV@3@|Rbdv*>dl z3T0H$^J?jBkLmt{v=o(lbhYp}x8S=Mh(G|&78)m(sorGOY*PcDOWuo!4U&YE+Gd%k zvt21Er%q72`Na99dRHct!yQy-@+OA|&jz|tcU$ol)mM>rGq#aSUvhW@N&^6R>7%t| zLMr#rEvzO~Md~p3@zSSKmeZ7W&VYnBEI%u+5!SnS13Ci=np9C^wPC2nD}9(cJW>f@zA2tz6sS<`%+MZ!97R0#w?j=#3_UDCe-#$W_S_$*^^!G&(3RnqAkh# zd?f)VM}7(>Aa)t^VGk!Yuj0oI=LHg0;6iU-4oy#>PR4%n`0iWg;}P29)TJVKr~%;; zebJl*;sLBPK`9Jf)k#|G;4S_-`ODm$8eZrx{*MOF>|?GHHEi&PiT?V|`-yC|W6LO) zb4P!Hw#$9}R*l%`(vbL1H7n3>s{(shO5mR>K;?do(Wv{d_%S+!&059*9KGAZJ41)c-tGFhk%zK|N*@k*1D|*|Ix(FY5Oq=!yIB zUFy6DJ?hJf?BO-@(pE@VxAY|N|2#oS{dMtzerGovOii}ldv(?Qi1HaTzDjIi@rk(@ z0+UlMhNB9>9EsNaJm!AXx$^m23wSRxYCa-s+ueZ_I3$C7JYK<(=)g>>rVx}-O#suy zV=)g1mxW8bkTg0LCk6tmJdj*2z+Git?zJF7tZYkQN!wlX5=pA#&hbR`{q8e;=XiC&kRB~7G0Xd8HP#p?$77*bmJPfEif=UO)?xZi(# zTN)Y@Kjx@nZRGoQd^WQJF!kHP5*=e+t);(k4WrcKz;*UcQ;_GKwcH>1yUhNCi>psh zwAKak#hywRa*bwX zFQ`sX`2yh6|GsvE`kHZ-J646I)Yi|2*tM-fuuKLbimur|Z%nme7aH?&l=`#s_?`qS;! zkLFx=jPGjq?Eq zRxlxVEt|SzRM!k&Dpz9sZUIZy=?6FL3b~;22D|V4qw$q5w_pcHYJsrcr59X}W|Hk) z8PXxns~!1)?SYMQgU-=CiqbXypd@OX)RDQ2;PsC`s$ej2?KbSfcsX+WvIb-MZ$D2a z8CiHiz&Vu)7XIty%KAjTXv%DX?anPNz#rt8+dA9$HkWcoi%#@ka8CUJ|8 zZ9H$Hl7F(zAjsN*&s>Fl3ib90JRm+hNUj{uRyy8OBA2$aB~f3}G1rW5u4GuW)`rb; zC&lk&m}61ZTWvc|LlrR4Qg-pH-qftYr!}|vtSPi>u9I=BdQ`+R9I|6}byTWBX^UeZ zT!hl|?r=wg7F(sny{OD>KF&@yrVqOHa1MZdGCD6yK1$3Kbag{S?TE~j9dF!!?&?&^ zqZ4~eS!A1V#~jG!IgwlpEZ;r#K5|CTi8?DOwTIt8>|2(1RJ9J&9vBAoP!q}HWV_2; z9%Ir5L4HAAzOODwCyPlVg&I*ZO4u}MbI*`Qv*625l*WY@Q;r-c8!~J57 zb}v2~8i#4~Ud~nl+5N3+fB5tiUME4@fxGE$38^ZMPAb;r(1g~dEqC;DP86!e0pIut z>FQ3*ogW-GG#n_loAo$8usuBKIKBJd3TVk35{Pg9ij8`)*udq|k z)b-lp;fr^<4*t=w2fk^WxU%W&Hp!*C3inL$yXfBzo$}qs(3a#_#1C=hgHOFMiyf7E z(K!YTb`Ooo!>7jzf_eO#ysL*b%E1ohM;92QM!vuihB^#G?t7B`3V0mDQ5k4H<~3>8 z;OYC6;ri{bD!XepP5R(XO(dgO^Q~K30Dr}L^F2e4&hXMgMIGQo~N;hd+8*Jbe4tL=(rTvd<)q4SuNj2U%kl&P2EH~+FMGVqYXWC+z74UGvu(T`HyDZ(W80_GP_z++? zBelL};IdIzpdQHdG`=2z+rMdf@nfO8MKQE&fr$YcRu_SMtzK!BQ@BCRs^VNc2Qz%2 zS`y~<#C$@hCblGjJ+!slM}AhGMvr;~NnnQmV$OZ)+)$XCDO?acmNBp_)vf&n!D2N} zA`j*33LEo2_3GZv0NDw*NDako@MCr$kH~*O!8MiCg2gVz=OSpta#2 zLl^ZoKwEv9912Mem<-d0B*+g7rTBAPT4YBJ`CjobV4kYj{SY&e_r>`E)jt(q&U}69 z=Mwye>2s;-E_UhIr;jZl#{S?OXo9Uc>bG`ZiR}g#V*4jLy$Gzi^PU8TT%FZ?=|d zW^(ODauKteI{#{C=dwKL!haf5A9>WO7|!8t{PWsB8jX%XD|hns9J%94zqlvTeWsPIHP}BEKe%pGS&(Y_9oi8>i5xJj+9*ri53906fa~ay**jNUV3vLvymP^?Fl8&R+&N*Hy9@8$Xh}SFVzHG_VZPF^zL|w=Xay zLbcMZKm1@03iQ9HtZ^(jhCi+Vy-n_BFC&P3J^iW8N5UCetfQ`~1D;18;+wGP{wH1! zvh?Q7{2v61WcCss+8?(NGU4yD9|>uw^)YI~(SyG-9`DOWs{ka+Bcg(hLg+CZFtBful>_{tIYTgAacG=wK*S!9` z4>|W+Cgt2?4`pO&`>pO<(zDUWK9&(_R>YhXrHu0OnA<8SU3uf5Nh)WC>>Xtee4JyH zi86>5_2xSuw;I?lbfj-?e^6nl>}pB44SjG8#X4e6*=LDpMO^$sWu9V+fVOL=6PyA0HrUZNgVz$_&^ zU#q+ltu$P};JKQxFZ_iKv?%;kzYcWWbP7k=lSx`tTTLaYh<=Cr&9wwwrE{rk8OVMi z%^GC{7L=SRx)1F;zU#p;Q=u#@vWEH{x5TZn(_u74kdzPNlIG(}v9v)wY;dhJ!UmUD zwBFAt#%&J_OMAU~A3pgsN?N23n|>nKPoja}=!(#7J3IwfV1F&_U=e>;xUi7xbI>Hw zjL?htNvc8d&ydxkW03b%VBw~DK|58`XL-XnRJATar%jvd!_2jglkwF|{PKL;4j<&3 z9qW4B{#--He`Dj3m|Qi>uFpoYANrocPmVQ;sa7Ll9_7i(+?wi=rCJYa*7u4N?Dl^o znGt^R9jD`l0h_?vvH2?qhc?jG(SYF`zvO0HLhDQ=u&*r%#0Hx|kNUlRLvqeq=>8B! zpWwRe+Os_0x7D4|j>jvCsElGYxewtA$8*{kbSKI>=}m;^$~QG+eGwBD&Xu=Sd^!?6>rlr_Ml&!>6Kz_H^UKH8<>3>My49wKJ7LYEe>-| zlf4m;c;3ZKz7~BT5d#3!i!tM7eXxOf8zjrSO^udG)jvItc`ofSm-~5Fn}plOR)!7e zdN};nqCSsl3B41BM!FaEoQ6H+4|fvY5ik)L%fGgtZzijx@6L66UJM5$g0chCDq$kV zNmLh|*Ub%0jV%-68f^z()4ArDCgQG9P6d@ilQA?G$@yE86smihw}=os)bH=BFn^wS zL}aB1F@>OFNPJNs=LOhp^$Uh_e$Ks7dCJY7-QHfMXjgi7PauuH4@nAQfZ;9$!M@DU9JzRcv5(x&8g9fL9}u^bDtb3RKtqi z{UE>){uUgW)A01pZA}LM)ge@d>HO%V&VLz?B&u!4Mp3OjF0 zCZfvXz>v&9uca8_rRUVnEpASko{#ZGvq`g|o!jP(XmIQ%;WCbw`=wevej@4u8`3yz z)%jlW(p0c?w6w5X%N`I<=>;SuGb|#^f5EGv7n$Lhb7boDlNy^4Hu?UtZg*iY)1UC9WF+mD@>o@i59 zhgsblX%n;Q61gMb7QV?rU5kT6tV6!IZ)z;h#3|w$Lv1i(ICda^mHE7BLi-mW{`i=# z=~rbzoYTwYJGi8kwE1>$W)2_Q{bf3zXp{^QsHEYjq`nw(QV!f-PkY0_w!1+5%Jhw{ zaW&E0G8Avr)6%{s;S?WHm^+BUhO=1fjDPgAJ|g$}#RPgxO3Ba9yq+i+l^{KS!Qg?= zWqMA+h~U7HISPcY2)jw|pcf=|r58;6u0NmA5h|hdU`}oEuY%mZjcsXLe&$o90YGP^ zQ(!FNwAY!%3)XgNaoTgK6oAkl*I(X^WqQ5dBv`zm&MVU8Dy`YU1=apb1?qSnYO~$+ zl}2xKEjt)q|6u}<*?PgX_v(xm^fS@SU#p_D+|mrD*L||9eAFpDUfier+@+JLprxvA zV~N$xH)tWaJVhMMc zY$9JSXdgUI<4(+In}38~*g1D}^2(3sp#W2Sl)K{oPA88`bZiBM`5~gX^$7xFjwtcT z&z`S+uQVr%Du42##U}M=m%1eDB>1)-DSLByaqLUmtCs}|Ve0A~oUk+cvEI(WpmoZb zoFM*c+drDORV_(pVu4h;K1=Psut6j1N6GEcGLtPCLyz6Dz~`bK_8~W(gr0Fxt8R#l zXP_#vddXSDh`y-b)vHm%2YE{vorXQ*DZU#lo&V;2?rXiQunjj2#Yknm2%+ri!*+)uUH|?@5!cfr^yG=p|Pc3n+v+P`y?I1+?De z*t3*=ur74BpZc6hlQ|K~F~<9xq8KMxlUtjo(K;H+Dwlz}0kU(-%t~WS*{(dJ>PsMQ z3mE$%Pk-LLTFtZ1R89}@{U41NuKkW~d3a_Dr^iB&IHE*pN1f^1G`_-2Z)%AAHXx|) z7_qZo$|yq_)){x=`@L&oiV=0=F8V_^iSle9s+I+^5GML^ad+T21ACtE$*rf&F6ki# zRCPb}%1S`6^sbh`UW!|q!a|=o$9ZREO8to7MhM$ z)N7ty-DbQx|1ecu=hXKRos)I(gFy5Q&He|fL1);pVr#YseN3E@ldpd~F`dg~7XD-U zWnt1K`O~}Wi zpO`v}>EnAcPG$`%GTzW>s3w3+`Rt0}PC2e8PA>x+2#BRlG$?Ak?`|!MO-p z);~eF1L^qZUO~)jR{90X797-g4}f@pPV`AtdV@?^P(GL2>dpcRQ!&u*7^KDw=rT0c zz-5&vuR=x6EQe-(jp5a@0WpC(_MlG^$#0rlve{2Hn&gasf}R!~(F*d-y7vYdmU=IT zIWudtSkV9UfBCwR19mNh110xg{B_#zJQ-)`MeR(7a;<>MsZCvztyAWU6b8*MPQcX{ z$ZG5hQt&~01n#qGPQ70N`5xYP-&C4|t9KM%dGDvdOiet9Fk*3sZ2Kl4{{^C1-f|CO zB@qoiu(Z!Vc6w;CD=A$fq#Kq^0{&W8(jshkBN&mHnnY-xis;}}GsZP7Fzt%>-DCa( z+NvUHS2i6(g^o-=n;5+IbpN@L zJYM*MS;w3%CXmrDZ<~Fx>gT%jN{HA>qq(}gAngYV`-*LVeLQ1ue)3u!L4UIw*8hRJ zd*12$9Sc=pTM)A>-njtag5xyuvtP_gHNrm_a$W`gV_PPiel&i27GgUSX8umXg|6P6BA28Ix{AJBd|0m;7DX2n(+{G)?qdp@qpJ*vCz%^@Lk_$=2c5ULU&)^xn*-*)IS;=B=25r;|_3vMP1%gW%ib zmILH~6!7qfU`_}x4A<4S`(|=A1Gla`?m0XWN#34Y3{>LZt*&Rs2A7@B3zZ;+Z_oct zkfrKMx`PD~Q=1ftq*;hMa>3m6m26pzOON&VO$Eb*kmU&_-(^OS`awGXp^ElnnCeRC z<|Yw?^-qhblc1k7*%-Z(oBFChTCAh%G4Rt5XR|JUP0f;DPUW`Khv0)^sx6czWzr)i z7#)-_Y#UQ7SKp87i)G(-Of@W$iA00Hmtvd`6F2J9b0Lf_*8U}3?B?jEo9^2Q{_Sq7 z>BA_IW#NWWS@FoTKvhmnncRqgJ_S;PC!D1|fv8U5+cpYms54A@f;fr(0@4-1!LP!^ z&-;wl=EuuEeB^xS=7uC897$;>854{N-SW{?A3gRX>b? zb+T24?~z)6=83?hFzc z(9>SMy>Hq0D5fWs9W&_>*7h-~yb!YF1n2*opki(^cxbK!EX@Xf(4TxlG1@*uE_7Sr z@BETq^!n-r?KmFEX~ng_gJ~HVyP>sznH50JY?v>r>?o4FcN`m|+c>BTl^8BARalhx z>KxB2)ZNP6F*1LJ8El}t($$-*_Q^MK=Y=dDtFPzq$I$fzR!2+Wi|jT7ft>88 z7BC;5Cs0pL9saJh#s`!;=^0RQ_wrlkIOd*WvTEsoz)mW1&@X@8 zD1CD%t_5ePinB#!=Pv;^yuIa z^tzBMrS$xU)LBaX0kC&mbaA|Ft)VH(zCN45L#_MX*I2G4Z`c23V94%M;4O@-Hvb!} zB>?pcxEy+MyacYiaNxk9*8h30I6VV2sMW|@9 z{MUPeBG3q*V3@2edpc>jqY)lpGB39V z(Fw(j8$I>K#km|lTsP@JP+H~`;ZGs&s1iI#_^y+78gAeN72Sz6NCsL5$Wr%7iukcb z;Fq+RGP8}{rp9zyN9{lSybZ+^8~gc=cZEH76y#jX-s6(bprjlh_NnZ9>KPWJhUdfd z_|KqQJLwX2a>pH_f!z@wX5lTfEJUMGz>Q#83n+)qhNVbVrV6I|vsolosu``D*?Mji zP^MK5vj;ou9*vKWN+$nTeE9`vn(-rCVa*E=8O%Z~zdd;?&+cH3Ae}vEC%@?CpCV^_ z_mr10aMuaVm_7Ejcq~SPCUOSjk{=qVzPs0mJ9@#KT9Wj3~{fr=Ymd44pW=j3c z4GcZptY^GT+Us0*Kj$YEm4^Hkuos^7*=4kMD> zp?#d%?xci#KXtT3=m^nO3(+$Vh|3>4DA0U_vQvA1`7F3ZgO;~;b8J2@9!q*BUgzT% zWXeEkDi0r9PS7%r6@lKWNeO#)JpA0$HtTu9K*9Q>X7P4rp9YG)=-c14-)1WZ(qxa2=9#^l*vu*Lo5ne)BHybL$ zXjv7gx&q3^skB5~AXvJ!0AaVv+vF;08}I*!ub>U{mavw&7*pu*-9ppw^Q!XzWo_fmDSqWAHyE`(XSR^(irrG4A1Cs33K3uk=Ex@B#2kft6&wSnJb zX6C$BBVBHzmwwrz<@Z1=*d}-coP*uOdhFQmUfp>5Nky%fuW*8UtO&fp({c_6dBSO= zQ^UQYb13MbcV4(aqI%Ou1DLHR$wTn&#IvN1Vb6D=3}7Ffi+zLrnT5?KWd;mXK+zKr z4`ArfThBFFy&)IvOUk!zK<%`QrL;g?oAyxx8ny*6tyE@(lP!{gUVykhPvF^GKc`(< z!O7CVhkr3f1no4J?Uwn4i~Dc=oweP93uy_JxA5_~zQtlsOiQPV4Pr|2g0_c_7G~(WNO6C|54uQQ59JPR<1C(?Vl^&A#=HiGSo_$8;K;ddQ4gjEjqmgk zFO=b?M~81p*ra;@uArz2UEE^R0{6#Kwv4xK;9Zd^s(zR|P|QLToGJruG?BeqxS+C~ zptB{i4!IMkK#VD9s>k;gj5!Rt@t1T3Jh*ugGoV+Vfxn=Xi~GB-bu0pEboy4?p1+nB5de;wP@;gD;~gX`Hv<)K)c%EJ=UQr{jg^jI^w-BFp(S$N2{ ze#HLVyW3rPZLv#oGqEoyVp$KsG(-IHByAD?{u$hl8<4sfKeW}ny?r*4W>vZ@36>m` zpsvd<1*@m`$ggoc{COVzH$E}Ja9D60D7(cK+MW;+C=gI09@tdT!_Yv<45#DYQZ@S< ze3Ps}c-db>MD`Bn3Y~?;eKZtSX2$=c*)V|i0P5Kj@*rCIFufN|7~sHp)yek<@;p|r zt|abVRTjxP=jd~d)r+!EZ{zq;y=c=#B*DuBx9g0yZk38E1N|Q9BphnYgQ-7?h8*{v zn4mBk2D0Ut*b9(O2;K9Vv57f{oU49)*S5iyIlH@jRJOqK;d;3lH*}-x%~k&N@aI%- zSyJ>bd_q?W{%KhwP+?M{5achvu6G^y>u2>D=6mULPo};Um)oRh^73Q!qPyOS9^%QS zh#7=`zH=Ps6#gSy(N7&%Tpz?Vi*uTGOynmHT3Ycb1IFn|sVeOcb$pX)i5* zD=t9#$6VhNGl7VUlke0c(>~K9rJd~!TQ?wwp+2P$! zY7f>_39BI%2T*T@(oRR)CX+@_-rUz<7-OBwo7Ip%E}x@cz8X?0GxTE1nUCmkGCK1O z-7)+}y;%g@K@0&Rt~HLJjV4S;-d`?k{C3Ik zhVg#aT)8rO2sad{&<+JKnUvRODQOkWhpcvjregz}kFFpBjmAos+JTefq0U#_AFbxm z7NVg2RAguQ8GbKKEFvOja@pYP@?ia2>&D~2czO~OI(h6$r+!!SIghl+0N&E+?3=a7 z`+UlPR>!`X>Sj z3-Y56>5F3H_YK8!l3#^W4HioG*>j^q*Mlxj%u) zc5}VyXGazf_`((rhW}uVNx~A+6H|fwF$N9H&P(YT>^w?){fP73Fn^=)BLEXjfw0pi z`vdN{<>>BP^7_)f*0W?;J<9Kugy$N|R1`ryWcLl_?xe1KbxL*ZIeG>|STyPl0zdB2 zP?O7u>i~`AE=??#sXZ(dH%R-bg3MUhYus`}zn%yWmKU}hcYSZLGg#%QLKP+JNHye^wzgkNU@|wK5wR*rdcpsE zYyTJEO;UheJG>jn9V9a;t5-qkJeF311hZ=vIOehtTXdFR;6sjA&a!Cvh8Rumi(;*t8S=)?NZi_4(;Sf+5U8)Dn9uuEBfM+M z&sX*lLp&X+D1f=RBH!zmRI5JYwJ(K2F6bM~r&*`c_=X%?3!FQLBT1l@s*#fkDu9F_ z6Rr5e!)xbt;f@wIlmPzAW2#?zQGHnD?ET6nx;Z0W&>zS6V&v=)3)4vkqC|KX6z)mh zrpJlrBP}GUYQ4%{XJ@D2Jp|PA#0zA8bN_4^+YF|Mg?1(mI=4xdD(6k(K=tyB)DQ8O zFYrql=l+~(@2e=Iamb5#v&zgp2&PyewOA}*wiu@fzHTz_JR!}!dqZzhrUj-FMC%5> z@fUBA6Y2+J4wuR-cU%IKKUZQk?#0Y%2m((3XnDz^9!-cYpLv~&nfr)6j-|Z0b^(ng zNc0R*LqdWA^vBvnkdM}8z?nnM-{4-rzpQwMplcN+w`+yEr**s3Zc(76K?8dJQ$_9e zCQT>fN1GB$V`QRr8|(ZfN@kJQE2HzM4fut96_q;H!S^ z6Rij`+r8D>vb7%?bj)5@jg`L{9NC<{r1HS=n;m`PxQBo24N_Uhqrx;b1CjA|qgE6u zrg0z7fc^;m`3YQ1&7>cLS-(6?692l#?NTPmL`~Fjk0Dr*p`UIC%24%Aoi~ za_fkOn9}5KZGZQwT$%E{*m3WEp6fc#^K+6cc#6)e#`>p- z4~ufJ#nB%Pe9z-nXEjqV>Ijx>XOfSK6?t?8J5?0#)+U))Y|7s=bfj*p&rl$&CLAL@ zE)ObKq25{V9M^Oj+YdukhE8`(jw>gr++)e!KLk1(jSRhU=`m_i6lpbMqBG|;Lq$0A zx5!PEL?@EUkdE9?uCw{2saDgYO}m}?m9rQ2i55}g%JR8|R=bXO?61d2K8f&kT>1;7 zD-SCt?JO}`oahUqItxkocH`6`zQD039}|Vea$5RBIjQG1T*AD5-o?Q> z!HTNUiz$9;9koRRK?73^aElKY;-Or90cVF@yqL+nvCJ2mT=X?{_d4u`ByM-D)^x~! z>$l*XKCg8+81Ev4eBD0c;xMXdQf$DxH#YPKnba2gaRBirXom5|EWe~Q)q-O|6P81OxpG;oT8{#X=rH{DPmLIbD`_?6G*=SI=WHFoFuNvwQZk0QJ(ff z9&7I1@w%xfM=da0ieVaIp) z{7>zpSvP-T-A)g}2yJ@X6)EOsjes54w{Xi`f>gfRr&a1FqbmFjdQ0-il??kubI->xi3Ev&JTb3x=@gXYeZ=1c~S%KDo{;Sa5-Z+|M5)WX2XNiR?Ka3vx^IGc=#5 zbc>Bhe~!Um_}~+*OENQ=bLhb1)V|r3bFhI*el;(fx~pnYR%zq>-Hh;aF$8@rNnkMz z3UGxROw#OjZ|rrlV{gfn`1NcZvXx|Ry;*N!K)lCuQ8fn)Y}i*C)b9mQ&n!-%GE1;< zp??e)zrOM=YxF&7U8_|HZ*0)LW|MEARjgRCLzcScQb;A^O9 zDmxL{-be9xY^bg>aQt$krZShDa#%dWU^3Z(_YoXD-8lvQupB)bvi`_JngKG+6(Oa^4XgBsWi4 zfN=5_Kn?sMP-~D(-wwMXIu1GwoRzC3uEkmMcC1_Tmh=Z@aD~zGZ zdKO|zD&V6`Hc{%b*Z1i|9V|l_sx3PUU86Ep9(9V&fmQ4v({opAD(T=e4_%nI4K4j2 zPokTfXlK0u54DfogQ0vgrV7(C_czW@{dt*kW!IX@&GXif*4Tjl#0LvDBwfIsvOO^! z)D9hx`ItYp`nKGxF5R4mDLgN!edx49q#-5 zm;B_e9gb|0>XvR)SIh6N_JyC;3HmQy&-PfYggjNWPHgVf`39qtK*;(^)=nG-QrdI& zUWQYP8vh`2=C^cVWVvv>O~B!Rg-$Y$4lAxx%&~pu!3x;4gg2n`$)N%|CEi|$z0kli zihV5fz_rH2-~=y14h77H5^WcZ5Ojpq-uEtUWAuHUI=jDYuR@@_zGB{Lonq<| z2zNvq==O!5o}0h`-snNq@A=WS^(fvHDVC{J4VXuLOUO}$gBr5yiSf{ z%w2bXAWvhGm`)OW(M45;_bE#)#-TT{24SkVBK)$~&uwz>qYa>?r4}nE!a%SlAd}_?NlQR*i}8?SuK$dWzZfnhUM#0~L|! zz>2t&cTJbS53wQclvIuVswY-OFn-B5i#{|{#Mnx?d}q`V^y~yzETl_KD60{Mpg|pH zc5>2u-|Z6cSEc{axL`;oxcxnSW&K45Bwh#&i6C1PiibFP&9BQHSp6|P*uP>Lfs}^t zfTlx^9pYO2dBXnDbP&~+M0+^Z9TN*GZawK`iA-&(*}#qOBb`JX(02K<^>0SJg%DbZ zy3kMDZ)JE*Pa6tI4-J|e^CV;znAk~jc;lBxnxgbcVvbRZE3NGv!f)ysLsI?q=c$AL zXi72BU@=lGc5cUAi>Wo{FTCy)FU792`=T1r?_=q#h}H;#5XW*TkID*9i@OG!!rY0!47EL;rWoq zTbWlt?|1JHiMqAA=iXUj`a3PE)i`~lnb*9Qw5J_x00uij~ zYf8dH+M}hB@?@Z-C_B^Gx=)ctcS7-_52VfP~m8MjZS{qa+9ND zlY2BnTd?y`jCQ$*m`c6l1bK22Y#4HEOY{sTtGoX(Htyi)LuVOsPge>u= z_^s$7mpEJhOJj$}RihaxYM&%CwIlU^oGs+#d|OJ@e|h(fa*?gWhsJXyaugY?8PzWe zAhV%AfJ1Kmmc>rF-K3S8Z$R|?qq&x&Q#~nuNDBHXEJnY8CY>v;Elv1otuzHQd%G@`BP8D@^8}Ctyz-jBxGV=IRLx zV07Z5!y6CNF^3_jQ~aRkal+UUB$Qunr2e*p8`eMQx(>3?taAz}p(GHg^8p7-Z~mVS z$@*}fu8R`0up@${H>68E&SO;~cJXJ^Y-F49`%TM@39(VA{wfoDfqIv}X=tv}31ZW9ZB|NdP9;ng;_2T-)iT{JSwOKO z?gkax@3OYf@k6#U1Nn&PldlJ7$fJ$PU}@*otZ(|DeT7fL>*vRclGWQ`<&>`hS;z_x z>fsrGT`uwi!k8esA+INUoZ`+YRj+r`=C$kJzmG0ku;HmZW=zdzF=J$fvz(A+)emQK zh5HYs4|-rSf}rE?_;K#lhw~h!B#+ahrt3B1<)YcMzF7tS$8>vw7Bxral!B&4q7Vu{ zaNAM-nYSZHzf`Z}6HsT-1Shm#`zCxe_5PbRt@9Bqz}`!W;<$&pj`s#4aMtO0dz?K- zu-U|gK~a2kTM8`Ppu|qjb994yC7I3Wb*kbKcEPn}@V||?$ws(?>ymJ5+T#~uvn|mO zftRmhG*tA@smLHd&UB%#vkbFod$8x9*e4r%dbZro<7ksN<@J#dza6;vy?@B> z#&U1@Ck}EOGAqzzH%5O{$Rx(WWUFcACs?1JEW1{-X;BTk->&-U2aAq*q&KeT)ZU|s z;pnOxMGnaZk5Ri>%b#4@$7?6)B&gL@_22?-E1qqD)Yg8|^dFg4Oze^t5!6}A6P_f% zll4_z`OZl<0DkD%G4nuiSH>+;?i_s;8;?ZW;i@Uv@0&TBh?3|c?|SgV^0Jh6Bv<|8 zaOWWbBa+9c&Tg^3DHDR<_xi+WSF3FP(u{ZfxCLmnGSughS(6|_T=YSdRdn0(>(QY9 z&Nb31NFONdIgi{4$W|D`p`p7(D3<(v)AN~+t$|jpx%X+*Rbfn3!-tK@TK*In_}qnt z>iV&6QQs_6zQLZ&H0ieDu^v7}O!O8<<84yW68)_8>D=y;&CGuH)XOd_u63Gi5lny^ zjMWw_^0#6bf3Cl?+;{OAeK7Qc^M%7LOobmGg3;+s^rXm#N7*OAsR`SOn|=;)pcGGN2OO=-6~ap`yzHEjv;3hL%NRXJNK zsTlC-Ja2=tD_-{SxVROqC`p6WzIxY(pylOlrL1-ToLk0xV2`8TY3dY+=Z3YNKd|C> zBRR?zkC8TU6?IHBK|LYMj_%oS-;UFVd!sX=C5|m|?7J;UZFnVNKFDpJ>1u_^&)+Hf z)z-TFD@zv0KH5inEhP;RP^tgtRGu_YW%d)eT3`UeBlFaYhaOJ z@G_sof(;(7ltje!DD1?#nkigou6w(JlR}4%;JXKq^I-aot*BS&L2J`>lTS8 zIx+mYXTcM7Zb<4Yg6P^rvTrAiE zF_cGs_y`!K%Ni2o7z;-}w}fOAi9N}w9QE(B?5&a(@1BbI+(r6EL0;<}J(ReyVIWcl zmzY`ig zw_9^2oGV1Mp>cq1LoY`M%nFtLkmob;9G9vzxo(d;l{*unQ3|I41kY2q{azQGco zI8VXpPobN!JJV{Xvcwx*Z(A|HGI(m?FDPs1h4}@f-h1coXDM&SQjpIAt4J5JpMC6e z&mFqkvffkim@H|V%$VXw*rnJzTAi!L%Y2}Z-UaPe=4lag1)#MxKgNxccJz#PW10I_hdfSYCE5 z&=d1o%aP5d^d0;DL+YL_&5=2E{)u@?@kd2a2kIIndCQ@rzL)=grobou{+!AB-)(XO zLTRoC#f+U!co?x*8pH($T_QhQdCYy#mdMZ`Hr+IF7O3*=a1SQ)V{y}B&0g>n-e!2X zs+p57s+h?Q$M*Q5krE_2CH&AAenEoSL7|7MUFG$uu+2&7HNJp*%b>Bj#$*!L0z1ib zK_PO}8;SvKaBxxC1%k-5SKbnab~qLW%tr*P$Ct|DxIPwlcETLJAYaf*q{VYhBe?N% zEGWp*_C@Q@wMLp>FO=C{EySw%|J>L)F$_CBVSbtp{q_rQv!^j2kwnPnL7lN8K?2R0h|uH8I+y&dQnQcH z*xg9JK8-FKOL+nf?I@ioV;c3-DA{NU$>Y`I-<2yH9~hT^;V7w7(50?O zQ1jf)zawrZAB)ifB363AQL;2r_zXcj#Q4k}9a7?LNlAlp?68b^)KclzX0*~@ca9k% zWKZ{+V&;Yx(ZD|y%jtk!eemkrlz2lx#KG3UJG(iyM4frp94(o@r^9GmIX3|TEKgt=~rTlnG@hoZCkKLjzzX&wv zJCEun@v_+i;Aq?6gfytyzEY&{65nino%N5o$3>OTkw;;^(Yc4RHYOzGB8p??1-iqo zWE14=PA{`!djHaSTQQ_|ntwubN&f3<^vmG;y`rw!nkQ4hbRHE#C}g@q8a4^4 z{aj}9(qqP?>I$bjzJ%>m8zR=eJn%ts3=y3_>n(F+U&R-=#LW~dB5Ocgr!c+zdr-L3 z(Xjn>mqo6SblyhEn4-q_d1V?CVV@0w#xA<{WC>`wD$bRz_GqqgR;|e~!QrWre$=KM zt1X64$4aijdYE-*u7RAQ94w*{EG8@gZdx81 z@CpySZ$P1lc$(Gu@P>r^qp|H#eu3mq$??)O@;!FQvX0ahII$kOL_iywq{NpU>`fc^ z)y=*o=k1tVWl@LIZ;YegmyOg9XzEofymZ(}l{yjpOmmjJS#OrFX|=e<`dz%3cJ$Zb z&}(pj>_q#7B*_Qddh_(Icw(LM+|5O=Hp$?-dM>)V-d&N(UUS@klh1gO@J;g%xLzH( zkxRkfk>&pDDwP!$WO))eU9bdpgY^3u?T@yB;OP|p4@Yxr!)H)={-5AmWJ4{<<>_bl zf?+x$%pqj10DlSdk)=o>5SNDi5#2sQ*5>nZzDH3X)1uQc$5@7n4|H;++A98??c&D9 zebJsHOvc8lUfxgq>aUY6tf&PS5FdiR_->odKD;NJ`(BBD{n&TO6j}L_jv!RrgWsbk zCC{{>Kb9F~G9}5H&^`wd?#NNglaZm;)$~@2OxOE7Z9(1Q`Udna(W)x`znIPLHlmi) zGimp)ia&p!2An1SOzNEW{$)J+x<#zswhr zS9)Nh)l9sIdlO(#yZhdCJ83)T*1kqQR0G!V!uNWGL8Xg|OO4?nttZl&jauNr>Dtp$ z2Vp{U5mIPOv%d@+37M!vn?9Vm#Wt~9G82FpHOjhd*^af1aCXsN8}%MIE1Qu z+MkY8MEW~OIXWU#{498`cgH<{qPiD-?6(yWxikVL@*bg(~-O#bMdDfm7$@{UtyYTgex@+Fx9J1)TQ((f~awL-xo(dL9IMdy{ z7D}hqliGXnAcbZ{ScixJ1fh^i*|JIiW`R-uzsA zCe@~A*~^Zeg%VbwXj|TNol0JargL{_}|!l%JV9n4M^CfPXf8h0K0 z&iq}~GH`!DDZRw&|Fp7R^bd(qeQvAO6^rfmKONnr?fggMeF2MPHkT#fj(sNqVN*Vg z4EI%O$Qtv`FbU1!i&nm4kyG{RI`>fujEM{)xg!1w*vk2Y@zSPmbA350vox3vhQ85t z_Uernb+0UGa_H_?D0>i*6?n`);jV6acqR5lv{kdox9-jrUjI9JGau(ZB$QhL2P_S8 z$)M2jA+CF3TjG+cDipq__eRSRx;pb30Q~_zja+nmRz#N-_JhCx|N5z^#Q2&C){-;i zY34tgMAuP?;r_A1w5N-aby%U4clC7z;%mn=ZfD7>%BB)vVRQK)H+7T_VIXh1!0tP- ziO=D;3hun?*SdFiQJT}^@ruH%`LN`+7nfw7+58s6n0j|dFfQ>x(|~+5MvyH^T2q)h$p7B<#uv6!GOz)B3!n>i@z}(gC|;Vg zT9e{_c-~+X^%RM(n1X~}X{gh{ewcoo32C_3^lRXa8OXrIh3$`=@!MN2b!km6%pt&| zAmWYDe_7>CL~sTYEcsxY^9h$@^WQ7L;r!x8H(F=L3l{ogJ8+;*9{TChYhk47z6s6$ zN0YGO2l$n>=6Miq@s11)5pq;*57eEfR!+k-5blM&Mj<;-nx(lpNgqlE_Su;O`jL@p zoPA}bu6N>PXL(+U8sStwyFef1yVJ! zjxK9mk#c9r8Uh1xI3GT5;#&n{t z&1(gVs9@Jc>$)(NJGk>-v}sMhDE{#~R7TRf_Z2MPFfU65lCrtdb+?8fs1bXX2o^&^h?*8`9==OQ*-pKN=4WJU_tDgAkO&z;zxaEQ!^!n{{CpUrb}e2 zsBB4i*}Lq|n@ngdNyWQGP?C49ob4j|Nd@#wo}$f)sJYzjCIV~v2$iFUA=hLw{Ka2$ z<9mi&OykFA2WEPHVO`JQa5-wv$Q`{^GuDz+&lcqa%3j}ObpeQbvk?;K8F=XF%S$YR z8yQB|>mE53)12fTMF*AGeGf;mlK@hR@oU#({kZPR*{RFgI>T}LYL}i}@LtL{+TAOl zHs~a_tH~}YKetKJAeuZ?e8DRb4i>RXzimB?xa4rGr3i}I`#hC7zQ*fAJm9a_*SSI+ zOu+u>G9g;wHZ@PMn&|5J-Hc5YoQE$o|09^bWGqwN(cw*Rr_|4f>*I_{9G6b@c7&g|~3qEWbk^nT(tMPv{NIqn(N_STYZ_7l8IGeAc9}H`g5!Er)yIwtJci%~D z{*P~yN@5awLhE*M(xRWDk^>mGBIAJle7LoBMv+P0+%ESuV|dZAJP)taO&e;>DIURX zVdj2~SM)Jm-Pp3V3ujT4D|7*%esVJsJ$d9WazSf5{w>lY&S5)Y zZ#)$hbRaGi0moZyI~Qcmo;L0zQ^kn~rlMW867e?{hA1~ZA#2GC?gP)X2!pAzFcz(2 z6XjJNdBHyC*-veGXa4RZQybEuWwsnRr^GMriZR#KC_$SpTW4X-M2?nO(A#?M#4rhQ zcX+mvfqZ( zL;}g;CmxeExSw}CR7)cU}MU|28oWYV)m(!2e|L}Lz#dV#o*3Q#;dF-BI&vrb# zbG&D}PC1)_9mB58bfC*P{&P!LteEdmQ5|9^wOi^(iDBOAk;TU+M(VpO)868Z9*SZ@ zv-a=BIdTpy3Pm|m&j@RBR_W4j20(XF%r+4+xn%PZmpF%&6>_;l}$j|vF zi7`(Y1@xKGpFDsK2RCV`@O5*~o3>}keu+mJYt~$q?^88&n`N*0*@$uUHFYl+Kjf$~ zfcpt(L^f??(&&r_%J$DOn6t+!4G27`D(id|?qvcYfbJm`u^6)V` zwEt)*j6E?`A%Riot9M2eEr z?l=*NrNzIls4n+o9NZtZwb=*olzZ;=NpzR`=x#R<=*%lT7bRK%4i%*maM?$dFg6v} zFtEp#@qCM^B`;e(0&*|AQ9hVb61>gEkUh~DD|y$QUUa?j5r0M~mT&s#u0&_R!uU|xsGxxnoK_^-Kvo?wKZwxYk_+xMFmC9&qS3S(QP zP6x>E1THP*TE<4(?eT<32i!!RL_g8t(la7crxV*h8avW&o^UgkiT#8(0>UXXck-zG zNh)W4DuV|UHqBU+?Q{tT>6Q+RsInPgZuV)kUakNmGgxpYZg-p{`)Ab2h(kBV8~gd& zjk7vXL$uClgT2|S2U)bSx?fK|RGRze#6>KTQKEW<1tRhMJ@9=qW})aTdRdc@)4T7? zRVWs3z_uoo%qb75sZRU+H-ko&vBpWG=jSg=f(AXJ4&-Zg07wSjqziT90pPIHbXA^n zvv-YHEM7jmbRIxnOFo@0hp>=MG3k_rn3$B?N%VKF6Ti%ZzV8A%E} zf|E-gYPp^p$dy+k%vGg}D2rR>afGUlzlNLYzc&kbv3~s-zYji(GITxmUgya;X*oha zsvh1xy1+M)7KnXLT>Mpi5buCwySM`^e;O{VM-YIv<<%Vr|dy5v~`U1uIkekATKWB9#J4VvAbrI zmC-VcWv~9A`p}d^JJ5}JuUHT%@gw(JjQlnjUh`d0%8&jX>lyUV*2$ZXKDOl}K+ER4 zHZ3LlSJX>_m=ID~=RC`URmt^QhNxW2MMqZMYxzj*l?#_Pl2>w)7o6j9xu@ApDdbA? zZwHb`3ULa*vf@^V!F=nL&;y_BK6cb4d|h?aUZ>(ACb8@C`TPR{etHaqTS4kCkEDUTKrn3G(zgfNMcfxZ5M54CG`Sy<_~Tr*Wxe^!=o? z6cAI08978<_aE@53(=ii)Oyw~Z=K9+_9mHjYTJEJnAOXUe!8;`(Qq}QvM$eD_D{z(pb5njZ(X)bNjY-=;2^ThaW>8 zLTtDquL!w#w;p9azVIs8`&!VERitFWslTkT5{w3M%cSn~Zn(PdALc&6(URDAHMbuN zqFU5siQfnAEb6z4>*s$=HoiOU4yJ9o(OMx=zOEOSdZ?2D>O!*%2T|F#SVd1gIYuZ^ zQ;b)|<(B{0zj7J zPE_z|t0uGgXX*4@^fz%mk{z|v6vQ%|{CHV2Dem8&p25`p^6Z{9TAnm(NmU?v27&pe zq%^&n>l>y4@FN~1LQQFsf+>9;jeMz>qkCT0M;3*ilr5FnTe`kFD@dWt@HZ_+pH3aX z0?*buqS@i2b00BdX1Kolw#(z{@OSFVjQI76ojD;A#2fF#OmccV>F&!ZQC`IYw8uNP zte7<~bi;00`gqC?k=03nTzP#khH%g<_q`Y`o$sCEN$;-0s8q7Ne8_u{eB^Y2WJ!WO zF)VhpY#O)ZcbHx7H(L1~r49~IX8e5Z#I?}f*x9gGDpK6xPV7mtk6HTawMgSB)DGtp zy|3CmV#ZalH`FY*TJuC-H~(#B7P?^;r15F=k{iob6LY!B4Zi)tmx0lHN)Ez@1AbTW z;gQKIX}``-FfJMV`HUxkTJRbZ?jF+UY4#PrOri8(u4hOqe+U-6$pJm^5|&agYX>u@41}H~ zRyu~vFrpr-zy~tJ+x0s&nWD2Zj2s*L6V)X|*D0@LQY#g}ui7q%jwK{+qLPLXT$5R& z6+^6EReH(lD2=}{X}g?>wy8U>)z^fti_&7CDIMl_#xmlBOnTmZsp)CK0w;c6Kz7Kh zZK+``LM#}?kFxqxG`@A0SQ2ep`<he+4XWncIcRo2Cx;;8s}=Rn5) zRnrO3jnOH=sw|dGGViFwPXFF**_>*oR+MGT((f_b`QNFxZ~IVcCL>Qiic?ZssG*3~ zQvjZ&jRIK0%*<=AlU6sgeA~gn^{=VL*M6UEK84LE=x+&kf|Lie%P5oV5I=Q?6M-$O zh|D>!8^;t4^@W*5k;A&bi8*i=ds7VJM(pv{f9GY0ks&g&Xvk_Uc&$zgXqpsyJ=J zE7!tWi4gp`e}xNKo;9xe{#m67f7lhjj6wtx!DLI)k|)!tX1u8wHFE~0RU0fW`Ro={cW(e6?EkLI|2dRFj_qyT99GcDa{lR#dIMZR$*yZFNm0KH(ogDO)_ zTh+h&tzB?M4BgaMqSl7ISrHx5CBOANQP-C0%%+?g%0_1 zkT#Z3!7hA~r#@*v5Kj}6W&*~*bHPnki)TNo!@jn^4m&Oxb#90|Fu<-YPp@4c3%;$H zsAJG*%->(dyne>p#7Y%@Ud3HlP^C3$1U9jv-h8gYix*6f$2SU5(DnMR4?}du+|FOh z?5l1LHhU~HlMB9+z5pa@7)QlVWVxm8b)$W;J4^Q(bZSmyd%jyu{2DD6H5fngPJJFl zt9sCR6R9`aq~5xGD0w(*iqK1RDr3V@uPWGArhdq{XLe{7)r-U`EnP-6ptQ!81CKpE zs*}|ry=7~Z!U_j5lO1!;8sVCkPZeA(tNTXNI&Lnc-`!V}MhooB7&MDJhU^Yib`Ok?}gXjR|~L|)B!O*UQ?MTYF{ z%rw|@5c8|cTZT(8Z8PAo5X$6%UJ+Jlm%dqS@TZ#Qm0%z;LGI6`F< z(`HT|Hcs<V2|3Vd1Y&JdL)`dcz>dQ6b|UV?R~8a+23>FoLinC0dhN^~0s z=R$o%<|)&fv5VNt_k`h`D^>+1gwnSBscm*<`_(1}bcM&Sf?3wTP&-8BC@BxbX>DVD9R0y#&2O z>_+|hXQiMuQ~~oTw2xJ*`)!|+^G(;}6O#Oc2+7wSOKbr5=FrSxbJx#W`C1{D8_lwWE7R$q}Yf)inJfSlh<37aNtHR6#2_;8b!a?lhD~r59=^}la zwbjDhX5@Fj=3DrEwv!7s^3$l}Au?sPt z9yyF=n=&iV%H+xt8(58Vj^+&+&$~ta&}aZ864aiK%b7lt4I2H#B;x-oDs#plAr6n? ze0B$C1m~zHu*=jmCBX5n*OQ~fe;4p{!fnNe?yiGEg6^ z86@E6*&&JBII#ztc;$%fS1Q`8;)Zg3(6)FdCa*s2fHpASDD-(%bsdAtwdbsEBJy>y z3WGPJ8n!yXG^7u0o&J*J?o1pigE?|(7wcb}y_)GZ;S^9&DVW5c3!&hJn?7O@az$=< zjWK~Bmxk#^&l9d&HX~YIMwNFGOhSsZ9rcQC#>Qdytkz}@?~UXcXmW+dM#_5jmWOG2 zIvt33^%>Vr7RquKre>Xl?m<;c0e9SkolM~Ymvy>5Ch}!y1j2bzuOnS*jLh{168DSb z!A$P}x%ZC7`V1f4j>+D{PE-Z&%I>&HIw-YzfTj&D1B13^4o&YotQK4dUrqZ!bpSnk zw`&5OF=e+s)zmeMzRdv#ILYFZ2m-h6CmvAa; zXANK}A^d|J2t+`Iv^Rjr)(J?rOn^t`F0vKgNh_u(su6w5b`Boce>!6lZ)rx zMwO?V@qZy_(pjzC4&VA+oXo_!taXF;ob-&|RAYw_^{X8rWY*y!#1|BBw6PoJ{G+Fbf&xV@|h zdg?tVPULQ~*3tl7%W?LBQRCMu=8;ODW!5umDDYPIp$HVAqW)#F$G6z*5bHV16LC38 zMpMw^?M$?a7umV~#lj?(`Ni%Jr45rFjwPz8 zvPTK=_LT*fnIlVDZoJ@cwm5@sUW;q7dizmj2iZjBB}2kx?wU=skNGI!_EiJNzNP(v zG%FNe1d$B6J8O`h_Q?oE1$*NzFj4R`qx!7{%QarN4v#V9AN3VfZ5Jxb`=nDMY7%t~ zrCq^}_Ll8|)P{b(7amasUZw$89K;hjYh7~!n$?p3#8Y9?)z9wzBADY?dC=00)hIUE zg51L?v2u#gplW;7h_=;t3BO;tG*tIduYlKMR2CAg_gb7N{3=8SG1~2OJv}S>01ZSc zgF8nADy+5SU;9S5@Q7SM6>k#f*$~e${)%3uy_1Xn1KEXjnPm~nA}7`=I9^|yxztYx zjC5>XQj1=u4s`Sw^0G~@brDqBde<8ql0{;(iF$Q2> z3Wt=A_szFW5>Ewo4^q{}r7<^;Yz3WftV741HHiJpmcH6Nv}VlDLA-(qI12j2_1+@X zLZz!n%WtVKyE?{x2WxoyeEZjeUcx4>-5|?k@ zs_)c|p;u?nJUG7siWDgxFmzEe4Sl;usriWzSKHg=p zT!&oQc1!b7d9gRpQApPxb@hgg=LZvIJX(ViaHUHDS)ie?UTqMD#g#3TD9h+V-?Y_@ zIqk|H&O)fnfXUftN|bk#clZ;-da%H z@8vaTx+0Ic>jb)pdZwIkGvniV)2iseggdSJFjcxeKOYQliFuD|VS%~M_9=gYfI{y& z<}BVeOJZyH5hMV_cH#}@o4hMbHNxuL{zucTMS)0YR1ihmO1(7oomgx~*#G|gl56s7 zBR%%Z))uh#Ed(&qjO~5mO_}Wmx(Bl+osv2QxkpE2Dp0r6#Mgn}V^q)Hd|^E<7T1?# zxvay*$rN?E?nnJy+VMVj$@Wo}m!`Tvly;>~Xq3$LW3qZZ*V0R4DGQ~-TKB1bd!1`9 zsj5ld#EYQd+Nsg{r=9b!QvcCpY_j~L$$wAjbXt7BH~uba!TBsWUZU+E%?&;g1M5)< z&W6ANGDEtB@HjHPV)lU?h`CoPoeXJ*>Zwf(Y}iTjC|h4R`31XkQKgkOq{7&-+>~(L`pl!y3GkE6?wIA;}4GiXqI{C=Cr>WY(6UpL zm#4h0b9C&&n);Nb79$sw)E3Q-wl(jj`WV+l%|a=6UML89g7k*AU>U1yy!oG=6{7@^ z$~Hf-KP2Z`11Kw=PA`k*``gDG?{CUuqO-ju+II2^#a1eoqi$6^Rk&?(xl$!qW$T$H zj9a78x+u@qqk&xKWfn%gTSLw}KEbebiapf)SX8)l3LeJWTkwB&&&O0@9TPn5!2pkca!-l^NSMk3As^7W-rghqI6b$<6!(n9Hv|DmNm zDW!K)`pG)NF%gO2mzOL^c^i36va~V0z-F&rqGbxq6VN`cuEg2+0M!O&`!P>SIC8AG zUrlQpmVbf`j|uA~H0EW)xiigdp-kMkXLoxZulxvnqvpT%aciz#uifB&k(p*Osdeup z_J9wS6cp+!QGezuY;w^BLEKZnA^n9FH=9CQDZe>Pf1t6Lkkok#z?98(={@@Ds{ zvMzB3F{nDBT*n-icvJ^Ku!r%1eqmVF;YHjj<|o{r)hQgt_M4*_b=}MUBC%?=y7nE9 zQ?))0mB%;Wqq0K?mVZwc{Svn1f18xA6T*M_9Gu9JhTeSh)8T_|>tCc zj`Ng|SB%wbzxX!XP_!hTg|r9`jzx*1BojL=5%03T+f>fsi>^cOk8%Ov98(MO@}8xG zW_xXTYJZ5vo}5>stlrjs|k7>$J#ecq}%MDoJ1+KTyq&l zt&E>V2ZL{Z-Tk=-`~pW^El&3SgyWz51;>3v#Q*) z>Nn6V7Ch=NvvK^Nu_3yCa&hfrFgW1ychSEi^_Fvjfu>U(*N4;PPdBPm+k4!bTyM12%kc^{|&i6Za zHDmSscB7wGp%6BHn_WVTE0H}kK5;NnfEge|8tY)KOpi0eJ$>bo|0}jH-BMu#wGxJ_ zA0s2PpUI}BEzM8A%;J1L92E1i<+3DQ%w!gjor=mKq+Z0q2)a=t&I}z9S{zF+l?;JN zF33}_MUx)!;=j(U7ZtNj&-z>atl5MgAROpM>B-wxA0dp>Nib+kTt851D=huLvQN6d zYa8Zez-;z^6rG1#l7Ab;Ei=nfGII|qH7i%H-10L^Q&UoN4>B|NDz^xgxd*AKImz4; z7n+JatKrinxTvVDsmf)cO!asr;bMgC#<8(z$3Jv5@?3-<6bIgdgO^q zX{^}`0CSsP25+G8{pQEo#p}h$E_*Bsmipzt9rZCMzJpio8zZZ95Mok03UIT(1fO;% zM!v%x1q&CH)0JJ51-e*39_RW5ETLnjXBij=QBjiR zvZm(v@u$3J^9RdLhq8l(X;cyb%dYVe@S6&^d1uZTzl-Y9+f65>kXNyT6%Q{p{_JS* z*3OyQEE7qJ>)^7xWU{EK{CWTAZ%H}`91zy@a%z0yfHlb)glC$MQAzM3{H)c83oht5 z-=#R87Y;SQb+BrPqhL#eS4S~FTix5sen-(X@c?Xj0Ilm&DUHr?ek;&!!2X*2W5oq( zZ940-K<^f?4daj7jx|nyO(e>}7y7^-Hh(x(#$p5A#2TBnBgbhOYNdb_aV3ApP@W6dN%a;Q=lS<&ZB@)V+AR&l8alsDG18 zm1o_4oyrt?DT0|c9kP94W4R{k!$ai3fW%KT8Ja=@V}7Wc--{*GxvsU3g}-@m8S#oK zYa(Uf&-Y5_lxM3Nx742&k~Q2q_$Et=G)K|WJN2Tbi9kjMudJxPz_segDe4eN=jIw( z)>z&083e5bX2ZYFKd*teAWEF12d95WCYtbfbh!ZqsGkcS1T-gsN7fpF^=%l=zY?b; ze=XwY#ZELlO{@6)!x86wdChJBN z8_rcAs?FN9ddP;%K;GT_h zDexL+rIoE-?x*nzZJrN%`F;K)8L0|A&s%>q=={lc@ zSG>~sPoHjVm0-`cT`lpv)XgD6m`T|*^6n))$J*?!%>Wa!w6azsZLy`FX6%L2R zhuaTOO4(-Yymp}IyA)ekNZn?!2vq7Jj-;1AJ?Dg?l$u_*r}|&s%_@}tqp`n97G|bD4jh1zKqE+KW>QByQz>P13cF7BV?vAQK0u<= zmY+pTZJWcrm6c7G`NZ(>5U5PPsY&t0=2#WEPv?r?6xMIr9$9kA_bv|Dz!rLiDNFex3Wx z5*}X47?Ju!4$;~0PRfHO&XfK?r%^Wye@<8Y$u;edAO8p`_xWO5bpYVH#FajQ6j-{e zcfE_zq4`BbUXce?Tg%ncTij~?_N1@t7)!bu$i^bs^J&W9jYKJnf7ihz_W8MJYzCHF z37Bso+K`;0nMNv*wpArbRF`8^3F=oK$n69VT0PBaaUsi<2590ja}P!Z%JA(`Wi4r4 zWpswXxfI>>I?v@VR!KROfjY1BKdBJv(qfg%0qpz|Sa~|VeLxmIN_+K@B&AjVBac)- zZTV;dJ#E7$+;q_}W)Dltn$xd1tW2S&!1A2|8;=?mWUY~h8sVH^AvUaP{9Q934E%tT=!><1lO=Uj0@3utZVlU?g?To$qd=1W}`9=p{T*+L$Y?W3=bq6kI@N zl+q7pbWzgu#-*U^z_||FYh64=331+vAsWz+aApfT#E%CBA&?Wew-rt&-QHXLw2opm*o^ZdKN^Q$rwEahtpUMGdJb@FWa8At zJ^BST8~lBYU9v5Q84{0-T8*1eRxv&-U)TP6$irB)DkCaZ(7@T{>vQ5psB{{~IXw3D zegj1>byu+RUS|L(d4r+@1#>r3d_I#@Tz>s1Q>_a~X0lRO)(r&bIj&cMh?-Rm%B2{m z(oMpyCG~##Eq}SxG+YRO857h2x`ojsFdPIbHm5j`m^Z1IEZuX*&iTBf5!z0{JH7L; z(6MY`?Afzlub>)SD*d6dhypWKV$AR8JNsRLDjY0Smax1;r8$V9>B`2@H&BlNU2YBn zg|YtZ5~t@W2PLK$Lq9j3xod>_NO}4mw|vRoKgXsoMbFl^O(+r-gpf#?p)pVSN(Bh%X zK1nuvBdY1ZXZ)dYc@H#!Ym$YrR1?I*(Yuffh+*xucnda>^2e8_-ylyb&x|ecsalb( z8IQ*?9)%0$W?lTxhXcpnNrFjq?jRP6n!nqMh|939lR3`;v8*E32kP&7*Nmy_&8 zP4Ff+0-=wFpuF#`ctnF?3)(JY)m!PC{C@z0x|6pb`jVE3?gCa)hnm| zJN8A7JP(wp35WZ2#5Tg^z!wRtWihI5Hm<)8q=ISu%U8(%?LuA?Wt*$17BUbxGCMvSsO!Ir6XHq@Fv46?J zYwmuoc0ctC5PwJY^t>bdKgl#8S77PidOpsuu_cITt-82PoHVeUxDOpcm~&Q)BkH7G z)-|up)J}Km%+I1;BaF3op9Ve~3<>#ougZGpuiTY@+wgl9w;kth5c{&JQ%FqWHgG_i zdG;qau(cxB4+v?(X)a<}HXEN1n1f!}ui`0RgJhX`+7FpO7X}1df$ITU2cMMG73IF> zghlD6f4w^erL6*3C zpIba}OaX+5vb&~do0rUX$0P$qwBWa>(%tKWJvP_lzUYYA!%q#o=I&+#;{aM-t{G&HzZ~J zE2HmaI_9r?q?n2_^6(t2OG%6g^72CCbr7KMcVcR5jj`5r$+F5Tl~fIQ>k96khpZV{ zJGi3e%ijyfo>O$-CiDcte}tL7Rb=$W0eWi)8n!(8fofg*Q}c<3@Wj)4l-UYvxBRd) zs~V@27~{Lhyk+z%o4w{cwD;0QPyedQ*dorr-FGQDk2tmeVodZyoKea(o2R?nJP3hu zLAa!jr`_bUj&?Z=h~O|c=Tr#N7vu@E16S)7Ac=)W=X1;Nt2)K0YFN+mE>;&=hqG?w|O(AR6sW* zr{L-zlWCV?2Fa0L-%A=WclrjHUdEbaF9Ft$z%OUR2i9QN*cE)!;^>wrmVKgNS()~4 z3TsYdIYG<=syXZMyIh>lf2CdJA|Qhv{odDSX`mU);yC1BG{+VB!bkCLZGg#={0{A- zPMOrDRLBkA4|rnHQt-e@N0_*ZlMCAevF~>;@{8tqdpzQtnC6!|TKcqJRMz6TOdR&y z#kj_m#IZe{=Mfhcd@t1foZf7V748=Q-n~QRnjzcVS`8)8Dit~UzY$5t~PQdFtTp6%c9ZVa;4Nm=wW$-d3spUFS14FS+EC3<(;jGt|?_rk& zSpFP-c2~&Atw#VRW*oe+lZ=uxPO`&flqsfPtzUgNnX)AA_8+JLQbw?2DXcOs!}4#8 zSPUORdVp;iOxkgBqmFrPV<(WczJ0-6X@e}{r@or9Ft?0D|7@I?e~)y@VEH;P>}!Q* zkNgpYX?yD1Da2mt@zitujb5z8SuKC5)EQR?F_~beinmIuj=;~oN)wQR5{iIJUKIK3 zyMvy)M$o{bfm|X;t-NlMcV#HGK5XbR9mq?aKJyTCS$LIbe6Pc>L+wd>d)F4K{>+<6 zu)l1unTj1*R7{~C2u&?dbLjnDmz+b^q;RGntt_2g;p~4efm?oaxA= zL7kCIQrg6nbl(w-BP}KCJbitwL25Yi8j0?s|7rU?6I8aWcDRwptO_^sCCSMQgoU_aXz|%odUL~Jc%tq&(lw+Id)u%W9_EhXu1qyKrezO*Ls$G!dyy~ zfJNxWWQ@$v_qdZDN(-Q2;}Y44TZaf<0J1v0CIaf13NWduID@c|`zrM&@Vk!zH_S+4M3+2pwo}Tj zA#`we&y%oUu^y*m-){m?{Bw0+KG+bSJOLXmRt5M5W4HX+p%dSY8Q+_D@nM+uP(8+f zIW{(Bh?u^>*(l&^t`Ho0;uf~MJbz>FCasO2EK{LB4BhtaQ+k>2&U=)oXJWxW8cRS% zqEBR+q2o{KtXZ)P_?j;+Qia(;1^9*_^p(TPw6j7fq9XZ0S}o^;XPUM*(!>k;K2aWx z+TdNk*Q7%CcN9Hb92lr>n1Hhox#Ry2mm1sL{UNO`22H0)W@bykdlQ=0kFM2+EH%A# zZzaTcpz==uAsO7E%U01jzSSr6BUP3PtEHJzpCgt2dhgkGD1z0t6qnGwPyBMZ&`K(z z7iJ!=dP&C9se?!5Rr%}k(9DpOpwx&scuzo263%9QKBD77Y@j8BPRbAAoM$+0OTXXU zT28;!N}(~1xA%X8yoE9Mkm?lOxp!65&aM8Y@F*ExfXZ&XN9lJfc1pr=K_d8TQ%&pi ze7yYYp+7(M_cgdHdK{N-zrdqHVQd?_IYikO2`8pM+9fsyo;QRMC&-}rU=G%!36tVV zk=KT|3xuoZW(G)ge9l_|ue$GyUDsl+(9_;2L8N#pUp-u^iK?=E&^@dz&M?(mz@YFw z_sPdSIHvVI4kv3i^JI35{a{g~IEk-WF2v(V3*Q$!>)N7w_xT{dN zr&mbpeXGBVeSixa{hG?~%O>X5Im$G8LvXH@-g3$~>ckbOeNltU3P@U#Neg>{MbU3BAbA=E+LlVJz?EI;kDH!E zAGSu5z(+eEpjm2b3TqoB^8Z7ZZ{tgW?0VcN>1m^P*73wIs;5aRGl9Y#B8wPe!cq^I zY4WdtyL8a*^8z{>`n4{TPNw{H?=CH_=5rpR7o`i%;UlDiR{1A zWi@L?S9EI3;;SygR>YnJ9Z&9>sP{l{|jFq%ozN}4CQ*Aa&Iw0-fXB}?WxHYUZ zKnb36O0@@`MZTYU5uGQrphd_}La>`d%Ub$H89g$IbMd8~bN znV^X(9TnxnZm9uIs*Opx&5v3Or6MX?GSarVs>2PAO3*aaKt7}#O7yD)aTKVC`<5Iv zJZ))V+Z!sDh^*hu<9lC9`xtp@3`C+`q5Q;0wlYzC_Xzj>hPxZz8yy6W8gzCZqbe6k zc>rq8k3BqkRTPmlP|0aSNDv-(8POd?Xp2=JK2f|O;PsuHTB$9>f-+MkH-Ab zMqty*I*#=y5P4oJsLYWDfBgQb(9WidwcUxiRbQojo3?ikLrER5PX65ZgCg^BK|X2| zn6_?6DZi!%o=Y_o3ujiJ_L0~TUfX9UK7ncyV+*!Yew2`t9bsKpwA{_@<^;}NMIow= zH9_FvQdbjv*uWXXfjR4q%UQ^VWC4}z18VV6^1DNSqD6DbE9v6h9#~H&<;Nm4H)-@y zdzEVfvUgbq_!Y*52@|Z;cDlR#QL`TO`jgolGch37mzU2Z+o`Ba1tQVZulSHQ$9POd z)ZR?D{6T_r4^O$x$HLoJ)dLtpE|%FtJg2=A6~oq3c?53MB5GJiL^N(KKP(ohUFF=a z#H~-9=YWM@~(+*rlqHRv^CptDTI$O{puTXQHmczMv z?9HbUnI^%sa9)!PlZ%uCR3z|{vyvuH9V&DI@d{_d9dUP>x8p*Do`%|X4&pl6u8)4V zWSg9e9@zyjBr%4%;UcQyI=g@C)YmJd6_A`t6CA5-ckiGAcsO==+X&w?l_ zHoVw5-Ufevo3-s=KT>^6OsRo`F@yu2Zu$}0G>Oka~)R7h6fM8HT--*@6 zKE`cJP^I*EhW!tO?sw3k0R`J=D49UA%5Q@Cy{MK1W&mVBn!b$>Ns-sYV?1D2AiWBO6`} zqWef4@4S@K9{;1cX9i+c5kzv&Xk>3%CxJhZSF+!B1*Kiuw1oc!U#F%3)t1d)YoKQaV;T z7#a!QX&z*2ywxRqFQdj%8+lx6wPCCsKKBuOp&ZEV=U(2tr+eoz{1QX~N*^^)zw*#j1So#`~(;X27XD50k#1GMz8t3*0Fm z-RDqzd?7RPF6EV~JEE3GC>VOAEWdeFT67YPsiTU3K1`u`S(<)@GcRoKIE}9CfkJMr z{h4Q=bk><|O7tu-s{3H96V1J^MedFWZCgx;JY~q`@+wD|DvQ>htpVwS``GwdBe2pd zyRM-%TWn=pW#rPq0&mX83Ua6nl1tVsNt*D6@4?XboGi`ox3mmVumj+U`4K4C-z@|x zS_qYjc5y*p_bOrZeUW-Kz+>auBJP-vTusu*H6>l$aXAU<$_7&xXJhAu{Cr>{gqB=kMV+GibnN}Oy zKZ@4U<{nwu<_e&h*nE8Av2~5&g`mE8w=7AVg!gqWgt$NkLXF60JKk@f{bQn3GR8Jk zl<-r&746d|LpkBcieB?>l20CaaIUn2-2?o&qSl2%tV2EP_Sx4b$RPf{$L=Sxaivvx zRQ`n&*kYs@Cgl538(yVt4W(!KZ`$fX2gGA{eoGFIx=vyt(AC6XE6~~wK=6!U;}XxE^3Qb+rGo%t<6p$u9=|~;bIaB?!7s%3)?+5d*}m|O6I@iT(SaCyz7Q4-<kW8&X$TGPR};{koLh>LF4u7_9uMkW@2hPvoy%MOk{{9=z(7XbD!wscp~QO#<0f)?Ddu1?WqS%ti-T zBAYl(3b#`xt|?4xl*e^U_gYi;<JPp+@k3_0>usCN0*%znm4#m;pBgfqqP zJQotbdUi*-m|gk;J4k|r`A$`f#cwk8pw2S9@I5CcBi0A#0gf~O#@{g87}dHtz1(bNrFyw;&!oxF;2zC;zzfcE8UMtFCDFE~?`n25;{5B;g_8e~ z=zIa8$KfcHlHM|RR!Gg4ah6T#$ru^nUIF#-U1Hr|oOQ558>3!KT>#S-*2DAjB3iXA z<2F(!X7IDa^WddfM~N_3*B2Oi^4HaF3PSMUPdk;G6^=D+g~W-P3pS zn-wPu@^({^q>HMnsxxqgRWDQ}c!|?%`-IxZ5&XO6P-Tmy7je9(Q9ZKd^h{aR`l~}E zU@xL)WSmiJ0o@6(ac-(Wo;eA<#*X5EfMJhs1pPT3B=XtgM9`Gnp@;~-t}tc_N0@I!Z+@)g}Ep(WAi7UDQK!)`q{cf;UoZ*GB)l*;K|NVlI9oOK6Kuu?>0q zX#V=9z9po;x_S#MV9NJC&6Bp~Y|~17LFdEal2Fth$uu7z#-TA;{8lLJ%L+xV9eiOm z*6}$@#6{zw#;M-yX&{Ew=Psv2O^JMvA6bnUe*#anyuE?=gfC5{N){~=&rGc=(UFp! z9o(IqA8htVQ}AGFG_&ez{gOj&=yMDo&mg~`{<{6e^9A@V`fmo)QDgnyE_P2nq9KaSW;8<&PN|0%Y*W|L*w?8%3dZPNYY8bySlna z14L&0w|GJa{Q+ybZ2La_jIhQpU&eixH@ml0bG`!Bgj2^b)(hJOSL$j$r*tBho_@GV z_K3n^cd`sL^-0l>7oLnM&v|{qIl~lv-QL_QEm;X4&`5M29Y0>b?qn&@ChF4gvIfHWq#zS-+@9v&>7=HQ1O`AA) zflz@oN?-~a9Z>3|?JOXt{d}UlV?&lX5rkNTq--r*?+EWy;&}CAKCCeserf65qlndTFGxB(fbcDrWmwpoHDN=&5soD6UFL$K%?H< zEiz+5Vs7~9V}G_{FGeA7-K-sBJE|aX#OvOn07&ihb-+!4<4Em=<%&6)&D?}Lr`V-7 zbrSIk#!44_8V^j$oxH|E33yox`h2JB{hz}dsWwX3!{Nmy(&s+!kK_JhV<#GYHhEu4 z3{KN#BG1tAXX4(%;|E6qYqr<#K<+L)T-3-LFS4*OH|?shlV#_i->F^}%1AysFTY&i z#FaE5GPi6rcDsGZSH<)|l{aK3abPfFH8fI&*Yqaeox#aWAqr^!OHGgv@pJnrDRdO~ z%6>e}?P(TJoZ9BcFK0tw{he?7qxK#d8k46#mNGuBojSQVT%5&egK?vst$Ps2j&}@I z{}XD6X1~n&wrrd8hqEMN-$m(jAXsR)mK9IVDLFExJRa+>%~zk!tbEai5vBCnU~5Y@ zy%hT(r|vC+DWLACCcix8rzq89P%P?cgFjXI_|Sy)+ZUTJI`#*?2wL<{U>`qZJ2NWX zn-^|O-_cpx51)brIYWE8PCUX&?ymU_oazNCZ~sIS)AN1n=B`wa>{Vs*-_qZb;!y49 z{JFprw0{*Uj9>ra%>5cu6}szo*dyHnjp~Rq9T3r^KrflGTPY5iODIQj)G>Dc zA%&xEuqv_Ljw(A!&pl1`#~x^uB(BGogsnBbwGGPwzi_$RpoldH!>!NsU z9ykE51bFKmZO^1^*-}~h(=8{K4E@`X1QiPhd}25lgY<-X8Ewrs*R{rW-7s&v&)ehT z{cU<3XMLu6${Mtk?zpU59qx56pg`^3Bx^`4Fv;!9pwj0fDrbrYUgv}o&P(in{OAFW zN?{FEaYLB1qJ zjyGc09)a<0tjx`sZ&V)yZa5zt&d6rHY=MT72mj=YdLiyO8g05+yE!dRvvRx?vA*4z zMLxMKL1c*Q_$x6zE3>-Od-~0`R49IcdZlel{RaF`1%2ct1@M_1j2_~c92$`qD#n!{pCYs|iMiS~X$(P~W@uU7Qd0ycvqTgZz za8Wm$d!}N>vGSpc+0CwdJ2X33vVWJ&98)~X%At!SVJxA;sUMKxy|kJC@E#lGE(OT#QX;}U5yBk6@8AjH~G z9Q~d^x1L(m+aK|XFV)eHmRzB-f41UTVh+FUuwDH~@ascs97r1$)5iz&R%_6?}4ahR6LagyEV~HL0=M#Ng_@ynGT=M zxC9aVXl2d62RNVvO^XABq4 z*qa9=@v3j~jsvIz)S-08`qmx!LLs3cbMvDimkp~r%&-z|RwSbshl|VNHb2ip*OiRo zdDL(%az|OML&UZ|0$j%Ts;2e#6Y5)fFA8yrHQS*6MHy6c9&f{h62#mt^*-H_;^A$2 zu{Xa994_e>BGA=hMgb8bLAajG;Q4ge$HCv)p)cT0wx4Q_ndB!$}$E**WY6y`oaHAf%_eP?51jV{cfoX5;sb+Q$897i$+(#G+OcWZ(c#NM9 zQ{mq>aGDyg5sRm-ed_H|dzIrKO=u&n&6SH0=cD=C4$NVT#30}5AXEyQdPn6`#~b^M z+sHfUM>%C90;3Dz)p;p@-$ouT)T}wh6ZSuowDD`>!s!~?=&w^62jljFOqpdbuUv|4 zQm!}73GJ33PQA`FXSwE(E&pzJwX_DLn;4L=Sfuc#;FHYwMS9LC&PteSkCo4!(}w$b z^|g_EQzP0{4g($@@%r*^qZ>z|LilwJOFFNIyU#9vm@>_cCG>Qa-M)UbgmE*$Kc~=* zih4ad{?S-Z?Jcjezw^taJ812Rvb?~t!Y7U>Y17CZez( zUn^7!Qd&nmYf!2Wb(f%0K9v$Hk|5iehlaLcOCoj(W}cSJt7X$$M!56w%uHeg@uU4;6m4E4xaDQY|7wjNkHvAkj=6dD~$2Sx`95g>2y z&p)j$RvI@RsJIDZP!4aO#0&dm+Dh1fuTJmLun)2{zrscZo68)?!vsH zr{2sLs!9?`ht&54mf|A6I!r20?fE8ub3fBn;4nk86g)`CYHZ*-*b8K}S*(g~n>VY@Kz-fe6B)h5nmS!dG zxhel1BVP+}O0mG!5`W#P&6Yo1aA_*OrD@f2oSRW>rbjxD7{>WQg-X9LJA{9};Z>rx z1Ym^}m^ZxJR|Mnpc^;n71XFL4AY%b&7l`0MwU=|S_O zY1dr(u*O?Nsby))!`k?uTGbo!SMHE z)4T)@5B=G8l<7R!V3I@^f;S8Qj97eu%U?I?DGOBfg8Cvc_BBrH;c^7SWc}zQOY|;@)m^I|JHpbrV@(G2?k{@+|QyWCnYX&YG;Q;AI zSIxfIKbjP3EaXxYGt$BsT(8Y2@@z<^3xG#OKtP8oxKQ`ot>EdL?1oN%FE}oF!-{?u zo;T|x-g-VekPPGrqwfJyqGV};Pc@wR3Q(%X>*=6qgR z=Fgye=QtSx&@2$tbRHg#g-Zrzi22ulFFG$n^*-@jjV{`SkT5CQL+}>9(_1#IuWTKq zk@e~fH%JB!pr(bY`h2wb&P7p6q>ae=>Nva>QwIZW{iAuj&?rbe0Nx;e*xTB3sq3%h zmy7oEsQ(4rE2ST=9UeI&Bi45teqaItP8ci?v(Ufn~0v@+svsC zboOoNXrY#Pyy%Ob`?B~*NpNw)#U@NM|DII8y7tT0UP8(P{|SHSSkO(+S==ALFi6nV z5_wgC{2fKPl5&D&CBZ93iW8S#4x&-FpY_#n=|sgvH%xn6dU?)b5d<6NV;X;O!Mm5~ zw-~L8T@5L49WMp#mse4|Vx*odDK#gQdHFdU>G_l9)nK0z<=E4>@mS4@>kT9F6Y!e> zJ}CYAc(ZzpY#lhpyrCCtcnxF_6f)Czg5kmqWA2yyUH>R$p9HS|S=^lCHu zvbgm{t$>n}wHp;ehSaqu_NX*>+Gw!qLfa{FJJrR^1Yez^n{q?F-=A$c4(tr`iWX{( zY_O7Yd{;4k--@q)*ElUemXlO8O1Vyic&*gU&VLofh}*iRCLVY}ByBctbxk!EOKeC@ zA4PCBT1F?0Hz4iIzFx7Z0nJF8okxb$CiazP$=#HD!oT z7hTA^HghvD?dj!Q&?Lt|qtop}BdRc$kpAbaxa$3d_T7yU*&b@ew7wXmIZdlFUG__ZIG$@`M^bgVODFRy~N{BNo?(bNu#&Y2q z|Ka>G|F??nA6p_;HiW9}HwV}jU>t5O0P&T?0*tt)J^LncWVy>^VnKdyeOjj6FN^5Y zI$j_a?#4BM0kGH~*>oohjn-3T>>Z(Nh#_C1gw1 zA#b9ZZG7@SoyfuW8SBH1p8!eLS>V|Ae>4SuMXYSo-xQ^g9p7Yfnx&Y7k|0utsY}L@ zrAHtx$Fl7wT>(q>tB*dO@?0ac(%W{t@-Ah&SPIExGMxjR(x8S=tWXX-Bm(2$w4`IF zUNh?EeT{V5-z72PZ|B53eZR;z>%@oXhceTurmzi*luo)=YS?hB&)8fs-nrw8xE`FT z8~1BAA-&F@|96P}_V5~tWK}bXHCTj)!mI9_zv;2xuWnW+uhzqv;NgKP2^%T%5p-k2 zj$DDAiEa;HZeh-1GotsSZaF|97b3o&TDY1a+fNTCpYeXK9^s6V<@@&jHg(tYG*(?4 zxU$9dwSzuH1*mCb$1#;uL%8yRzVt@g@|M$~)%~o5b&dq%OS)Ql#_zM>PtTDR@8z4j z-EXj_8b&L)*k|Kp>Ky_y9DaBFn)1!Nu+zn32A0^bw17bGf)S?Jx@(-2Aeq|0!nqEb zVd-yi7p9|3obmgtN@*F>h+fTwhpe+(z)Dnj$=F_2Oq;DuL&>{8kFOt1M`KGF-Hns1 zgoswB;HT*-DTh3oUIO<{0br>sHq$a&w({aNt<8;3F^*a{W)U*ShgdiM<_f!eDY{VAG4ogY$@-Y<&uRh#24pf?+3|w!rm3Q78OVC2|oL66X z9a(8$&HPk=Bc5cjncaxl+pM%h{{e?<=Q)U9aGImljRKgYoz6+>dk?_L7`fQ&nh`El zl(kx1xGKRSoWcluc^<&YU*FghA5Q6UP#$rw>K)I_=lHs}P)?)@P7EhkY!7^Un^As$ zQ1LEUvLFvrUTzD4yQ8Kqu|#N6iFwhtl|`rC{(Iq`M8UC=9WTu(>k^!!QO1g-HA)x# zm3qx0z8g99_J{JnbK$w%1Q#2dfep^_Q-^bQE$7B9vkI^Ki%!xtm$yZVKYluPMmE>- zQgbUBErEQD0quH$x#!l6EzbseDTs$Vph*&0*tz;F)igvfAa*znezI?T1}wJWYMy6& zv3-Kv+=vpVB}vs1?o&fHTjJ#S#R-^Gw7Lh{JEk!CqVH(Irxam=Ln9-N#~bO1fjNDA zK{ONJo1WP6-i(vA-UG`QD+W-v34cOxOf>hc%9m{1a_SSJ%e;8Shx?EmVCBHh#c!wr ze#P6n{981QQ~fxNrpE*Mvw9}1R!dkV?z3KwuF{xoRe)b*Dj+mxCnp>wW~MiL40}lx zqb9*8hSfy7>lypDb6EGRUE>JJG9iel6zPJ(y2qzf_lJ-cN0fT@$3;q`I*QT8C@kUN z-9MTP=9<$9J0YU#vC``XVlpu5SbLsf zdPNttmOchcDg*dx&ja&Ga~4NNWO9Yy-Hi3pfD=-GG#4>q?^D87j~`q-&hkP$xh=BY zpjDl_*-yCXrHCmpkvLx7anM%FYvKk?pC0gtpk!XGG)0Bcn#UHSIYBJRWm%ki zpukEz)h@T7x+*Gz7S7B^uABh)pOrrB7%R{ZG0?V(8OTFz!Gc6Wd}@8)`0!0AiQHh;HoP;PQku4=xMD#{D+(C_u1?xvq-hV141 zasG!ErzgN5%6;gw%3Twf7tK)n#81 z{@XnEP&v^U>Z|0=#Q4_t8MhbVcnw=HaQ%Yx^*{28T62q|*F?>A#Vm?m;3k0!+v8wQAmj8~UB{+^5O)qnirB28?4 z{Y-9VmX&@(cm)-1B}o`)+h?1bwl{*?$2@K8J38RlT~N-lVscj&-gG~MQXx4KtjY=U zirwHqZ|y$*19=0ePTJu?fR?m$l)sj?Hz{_zW-1lRNZ4t7Cri42Ue7M^rBxEnMqm92 zp|)#@?m%E@vnL0N$wlC5k<^s!kEQBTU8V5l<7_L1;blCz@GR-$6Z@4Y+c@wd|M`V+ z^29%yzo1>H?XTxh%cUFC>T&APH(YnHXh%D!{(v=uU7=;@SLRR6_H56QU9qU;yf1m_ zLm{$s*|v2%=fA0$F-Sxrl_N{xCsrDboT|h+QH|fjv4|)6?|PLRZBaIa#Oc{j+LboJ z0H*h!n_4%o}?N~LqNDJ ze1KJuDjLn-6<-qGF5-SaRk|H!1HA9O+yFhjkl1(@s9`ud>l-0mqyCS^ch8MX2Uj?M zlx=hHEVXlUL-^Razal!nZSsZN1c_EIhM(K=t$V>)GzNoB(3)xvlW2K0K^7ML6{rH5 z?-#27N$ORw8w6;Td)Z1Cze-6;oS%(Wr_)DhMC!zuZ`YsH+X5eu=v3!f3CEw(9`G@~ zhK?MmBnd4f4;FDHRFV1vmY)6+t;#PRCE=LZfjcqagN|h@pM1+3=A5fG!7l`mZy(|2 z#1ZXNvt#7S{SlY0uag~`PhfU@t$5|ohEEwv4HrV8@BecjxfMiEq9mh&|1Pdav_Ffg z`B6+cJl9IEAkiXi;Y~|Q%8O);R+8WKA|qaF8j@OC?DWA5b_k)O~A?(=BU_+eCL`fx5dPm)r&e zhM^Y3du9^V5g(O4LQni$E`%oQX~E z^48egR_-@8tF(g*Ii>dJMp$dn^wnbhzjvp4s*FJ=6+dbP!L!muDb~nZE=iAls(|@v zj-8;K6j@~=Bm7_{?xvE6#W$`VF)Ij{Nf_l(X`Iv3Amrw?TM*F`AB|H~$Me_$M~ zKexRAif(?n4+@dtM@S#m3?fgGl+F=(d;|PyUT&SHCAn4_hIbLG=Fi|p`Gxx9BFoV) z)U`^4d@C14wY7CrU$j-rW@w!_w#0*xu=z^O`oViLJM$bWfGrhzOsXk~ zve`6__5#_nY4xU2E=6W(e(ksuRo!CjbvI3U^$ZBsxK*f;A~HNAojAO7@qFV&FH*$A zMs&cL${nzRKE^xXLEnCTeF2gfNY5~TtD9V6TUqajI+Drpv|El~~D&)<%?#9VOu zT~(s$z8T+ui@XhB<)V$$`b9g}Q!y!FQn|)FFLlJ#_u*%f8LV53Oa&e;!1gfmdJ7aa#J8BithZlwK!;Wn36j=)#|> zth=)Q-@Z^|>0U6K^IcZ>LhcXGft#C;mz^t~R2c?{_b^1p>V&5`=m%>_A zV&RFQ9{H1P1-^yd4sVpanX7_)>|8IAf?!^UxLsbtw#hJ5k1cp{d%uF)@U}&Fez7*6 zA+;ZrLugBQ?pRby@rLP!+(<&??2sC1Gb?QM_*tXL z8jps=(TSTYxj}fEn*ZVGxkSgEs5-JG95beJ6Dl1y^FNBt!=LK^i{nbAvQkEfTbY^3 zo;L}}O0ri7akDpA_Lg}wuWN7j;&R=4-S6-I{sKN8KKH)g=e%Ce z=Uf8+lBs8>?4v)prQDfdWsZ|SSdll@+T}ZCT}q{r8lCZwXh!SKmOX3DGqPdU^qGMk z{Xs}l#Tfosu?vIG%)x^1_D9llOakTKG>c_Q0-7rY31uY{D8oVPC+-#aHZ)xltI9&r zy>A08Qpd9{ONJhEv4bVGI1y!qR?4(`|d$*XKTM_JZ;(DoWq3-HBF5^SL`x-8s! zs6Mc80!sUJEdMs(?dXs7!lDmpr~Bhj3Re$;rM65w?CQ0jzB%8o8&mi20KprcWPZve zjy6dssnZ)gI4(3HPiAsnn-Aj=n)=XPYsJ`(kU@%OtLeWJQJ8|F}3t8&j3AoUVQ>D1o!xA5xo68Q-`A4o5!2xe7Ph^xs z-vk~dTQax$q&Sn=Fh)(ozQK=CsP`XWau-+rqw*7bbzT*|>U$dc5Zl|4u$De``dzj) zc}zp^*7M*LnTO{t2u!JVb8GWVyKi~P;Ne{QU)krkE;56ut|q+?0UebMz4O4PIhC7) z!b$OahDO4D2{-powPACRtcm4buKswD%7QEJ8|I^Fp5KAsBK#C||Ct_^3S23YBQT`( zZM%$0lYgykQ2k`Z0WT@zqS`uIZRWd884sL0jom(nY>pq3K*zt{rSsX=S%M z+W}MdI;tV%ay_?r=ZWuyC}Tk-j%y&}?k}campxoJXs{f|HvbRFyi_onGTn~5EG+c3idzPdNx!xb`6g+B&bKD*uFmngT@47W-r45P=tp4Vq4EqoEjr}rh^jD)To~>aRm-VonjSDN`?Ws1%ls1$qH}p%D z`S#UA)|11dqJ(C5Ntf`0Cij!lfSjHT04K=+RP20)`Y>5J_{fy;JA^qY5x>GP*B^8S zpeM;r)LY#ASzrC-{&)MaG*$oeaYIsv@C1eNYrCVFZ%|SIG8j1{BcBM3cnyOjK?2G1i z@E=#NBbIIhg|=jc-3k47sCs(c6L2T=SwO~WV*!7{%0D+zAJYZ0L|@+)+;BEra&0J#T%Om;XW*vFVlG- zp9y)M+CwKhC1raZP9OX93w0kfrp!%?6$Q24D;aL+q$~ zuqQY4870UyC1TMrU2`RBvPCfo;G!b*{SP{hNyI5~`tW;YYw)j?fzaGwq+-Y~7dE!% zHoL4#kQq&mv2{xQk_}J^e20A*Wc4}YZ97O?FYYYssm+{S68j~njy^}^g*N>QLuh{g zsDAe+Xicn6$J&c>JAUNvkb@9wgXuxi4r^y z8p7BoJ=}KvL!;tabEmuXzwq;m3r%I2uu)$^Nr8Js-+X72hZKr_ers66wd4~d2~KIT zjrKeG*yCy76Yd!g5oo%fTGCF2d#=cTQzEXk+3beHc8n^ren;Wi) z`3}J(Z4ZAnd#XOYH?{uq+E21h2<&q^1`?$N04#vDKvgz+D9K@8kcel^p?A{eOggRD z@C9=XOGvR+NM@B2`PJ!@b+B4iuh+W(5vkDo0z(H&`wJoZg+5E(=n&kW#;K~c&hK=| zuHGV(v(K({tnTKLCsA)56aJ2P0{1gbIB0`XT5ZmDgAlvx%eQJk!C7F< z)!+fqhQR5^U4>-jLcnj>7^=TTWoFsg4~R*>5h4DBQ1cA>&@CP_xsrhl8$kr~_=f{!kR8x-P@gluW zpE#2_w6+^gx@~O@uW=iNpdYtpSk5GliqS^D0)-tGicyesLUK%01kU$U5Kkr@VPjlp2#%zX)g8 ze79O`%DC!x5io53kK=fp#jL8HUtzgL8kt*c^(b2CJq{o%M}ochD7Kz-UMrS&^FD38 zQu9Fs4K0P+z{8yu=F1)D9gto_DG`3Os-sfcG504Ky;A4K;j;W}5-Oc-e+d?sdm+}n z)t(L>m)Dwxf_0sWiaCK9lC|1HK+o|x3fJMVGK8!B?Wpfvx^{OSp(6V-zE{7gmn#C) z3vF%&Aj}hikCk8Saw$vzTR8HFn$_yG6n*ZR;69iJ^B>h)kZ{1m){d)FU_s`A5e9Vs z`y9kwVc8y5fv$XNOjTs}CyK4ZRbwOg=o?z~oJw}f=I4sD$@vpIfzc;}Ho@j9Crh1; znrSv%np|%KvZXF~t`AS12k&+sCGR5Y7}AJ&{zkUltrk2X&nzw~o$-guC#$lFKs49X zVn4_Qb~YR~@H}tKLqGjiD-z4Lw$82{crmXIK9x+=XeS@%oAHzEc|Tf)7sQ+ij+NJb6=9Xu_wS~5|X zlWxp>WFoD$@51nP%m1j11$K1Y_Uq}SZbS( zqAYMX$}lk}x^g;qB?uyE<@816+9=FQq_uJlwf`seBjps_KTR|-mSjm^ukq@e-YO># zp(us5c31>9pqUtSyb(^>+{0>-VW$>JaoiFuSnleu`Zy=XM}0iW-@(b^#E14k9sggQ zvfx)jgUq3ql4tK&?I0c}S5 zk~&kAwVy^pqrf5NCUy;iy7Pe_;sQ1yn!BzM2F`8}h-y zlpnV4&7zW9R-o60S3+bIvuw56oys2hrC6KjeLWkuPb_U&D>lVDRqV7z_1>8B!GAz# zUklFDw#@t>6)P7nyOzsvLue~Dd&@95Plgs+JNWd(SNAyp$8?sUU-gV;)kQz7H9clk zRKQA~;d#yWtXBd*`!u8~Ir;<&?D5c4`GKSlM2@*=-!o{?JB!8nQKtDor9oJ?P@j-A z&w+%up06YB%(G$I#Hj{}@8rx=>$ZM?8F^WJhVXN0#uFO@LKbSRnB*N!~P#~RG| zR*L_b9c^7kv7P@3T%3E%3rw`&?&@4k2kiOo*s^ssWNclS0rDKdbDhrmH=wNz8RN$G zq&t7zNP%lG=-oY@;24!9FN+`cxW;v5?j-c$Re*a-7esoeZ~Omg&buLo-(V5?fdlK z%Fc%=dW*o8QTGE8u%OyXBAg`gAC*jK>5DhRwSHHhQ zo)Ce#_YS))idO)7=IyCxpJ%IlfQ%oZ3`(Nc5&}c+Yep`DmtSL>wtF5x)#c&({Aor; zec>Cq^_yhVBmU4U-=-@~?g_r}D>EQjWf3ctY7x;b98O#-Sel3|` zG|JPha^*7jlUoC<@;S=It@!=jH0PYo0m{Pzv*6Dr5g$U_ESRBhW?g+2(mB5hmb^e1 zCXY{6?I3C?U&Zc3jkeWS*S~-#rJf%-aPNDlv?Hg-mJ^jGX+}vj{Y2!d~mJ z`0r&n^SzT6wr(p~1N;V7Y_Bhf@O|==jgM!|#SQsa{k1riA|kRNK(mJ_;Ar(m(`w&0 z$or2H(h=dQ$CAG3suzOeKj1Qy%#pu7k*ljZ2pxn}Y&@vNZ(m zt9eRov?h`jEzXm1wdB^iITK6M(>BM!{4vQC_Tr{B(kEZf>KjZX>`M=-7>p4 zU(_A*u5eF3%dc;M^WP|tXoa<53{z>$mteyLvb+7UrDC3rvO?NYvAI{7xcX0$&5G|l z>ld;j_Q&K;d%mJ;7TOQj&JA*hLMtEHUIdx6;Ma^Nl*G|FahJ}MsBUwe_w90=4z}@P zil05h_RJ^+a24*RZp7_wmchGw87>@~Hfqxp?H@7K641lQI7jlBO(-b?W?)X9fA1J_ zn{SQi@}&#zi;~9yUt_n?=(xVIO4oP!opBDAzEa~SPWfw?i%@!mt*V&?jQI8f(bfOW zIuvQGgzYO9Cp`?k3tAGB`IoO-I7CU4yI2inozcXGmSKb6%=paK;R`X7$Md~Wqkf_h zJx>n*XfqSmry+NMF3n0RdT}fC{F4hh4cz8dTHMTG{R80-f}un0hvR2;SZ059=^RDZ z7jvEG-%4buvAlpugn4P|P%)n%`a92*O#n{VqvQ5zhA0bbqjQ6J=f*7FpkSAc+6wQq zdQ?5cu+iuY{)bo^U#6a`JFQF*x10fMm7C*1?`l%Id+!3o#6=wCKkq%3ebKxgK2YW7 zjyIu9o#8ji3SH>YqY%aTbe%`vn~0wIoVyAHWFv`f0>{OuMloD=1iF?DWJPvu-XCJs zvCR#ih*=9yWULbI9`jfpXCT)di64oYjF+oO0@R)k2~AdN6#CwK&FEY@VRP`X83PaN zq^)(i=WGD77H>9a{SXCCTx%70`5#pp%O(%&iD+0G`Rfi$qN9@wq!z9oVlq@s)W&L(c5#iGdoOh~TD-K^5sYg&Bo zpN+u2K<=el_XVc+)98iAo!ez=kK%}Nqml}lmaPq(Eyi#@f7I}ig6PYTwl|3=JTUHZ z0(k;g#3H|JQmnwypQ@_d9%7ci|Gr?QaGgreZ3m3F^9HL3@*Hw*Zl6aIjvt;=N^VHm zHTWGD?pv63%F|Tz6|M$j-Y!d?zkzlL=MPCjy~AuI9=xociWj6nYs@u=+b+1r48q>5 z7j<&HMxC7-yQ-sMA+oyUF#wM79u4(4^|PGkcB?p?d@86 z>~~kg;}&&me#muC8R!jnDJyOAUGWEC&99Xa^EDoYr)18|0UoS$@v44Y%twydp-C%^lZFb*0mur^H|24b zJ{N0wWV$4OA=;ut$}O$6A#%zRij>afzS(9U8%y;CzM*W;k6v{Tc%VH?@hsGt#XBdxfXtD*h< za~R_i4g05{1NK22oVm8WBg%I?x|4rC;ju*PtNkAmuh#z7$@hgs=&z0g_~2i7XGPzG z1jYW&f1I7X$~mO$`0(V!7x#NSh%h2!m1$S{`hJ_B>XNz)?!>+3SU%n1b7@pMr*K^R zX-7rMe)23{Y>()SOHdC?1f^cHIpk*pW(A!mMM7?#HuFH30}`2AvR}Ym=?XVuO!)K^ z^Suvx1L2g@@)c;^_Po~H!P~-m%cV!MWF_5@>lC(Eo>)MAC2K#?!g7w-<_l~|AocT{M4N0^4CNdwo;kvxob z6DD|7ni!H5LcgZzo0dc2!TkNilvfJaX^P+Xbc60f^<9sa zZQ4E>*+Vfr}E?m!iU!Ra}k6Scv z1_A=0WF~Ry@rS9yEomN{otqm;8&)>44X*Pc4UK`VP;YM%PbvvEB7Lb$<^>yIjv`IA z>JmDU0g5-Lzo-&0hy8&8*5ph{-&$IXQhZ0h>N(Yj_@ij#z2F)oM!=&EZx14W(xp;X)pLDxjb`_a`Kr=Qabu9xtU3jdJ zhW*{F%5}Rz*{7iKdwiRftM2U9P6J=HM1tGsz%aa^fjQttD8t;s_Bpozn$!to|nt8n(t?}M%`_(J| z+|XgaFMT2f@B+9^(yO0kmA%{1jvpI*mLiU}m>u%OU+0(#x1v-JBLAH+d)!9~`S8R4 z5rAqKa>Po9(!$OeX5M1U)95fnOIe>~19gwA@*kD`MYdDKe$lM2;qfM)iVj68;G4U0>5`*$c8xLwnDV9wIJ^F%O7J%9n~uML5%=ockSDk0>F+nm z7D3-7Z+h&a?!(0rcBW-m<&UlG=ap-k2s2zk?y=TlAL}dMu9{ZxetP|vMO_%h7s#_v z93L=A))Ro8F^AhDvlu>%WAC2B`qV*pLFZ({Y}xh z5p*Sg4e+b0=vS9-V2k|>?i85)V^>d4>fB+}LVuPlVcJ{t@nJx4*X!RMYwB5UFHV^X zR>VX4|JqBVz$$pPQm{gG3MVJ5%pt95Sh=SlZvpk0>WrGDr4pa?8snDAw{*~B?Dwt8 zZ1MB;fXFhU#%@r@dB)G3u!sJ0)RtF2WTu8i_wy*Xj90@`0!w6{e*d*me{{VqIOI~l zrZDA2A|MA~nC7Pv6XR$!&;Ef5ayOoASKR<-*&$dV=iIt^|Ixj;O7!0Q3=wjzs_{po zXw-enuelly8K*IWe`;)Z1ksTrt9{ypb@_*M{cZB>_nr{dsD1!e?Lg}i|AxMo6v&kt z4y_G%+!=K+xu;iA7#Y>Z1%KkZygU5YKdwGRv2PiWJ!EX=T54HTHki;RcMez;9_wVq zXCJ8}nlaXmp21Gg+JXKUy9Wo{%@2~?i-TsWYKjA57qx7ap7B4eq`fM!P#g&9O}f6g zo2>b3XQ2S;v$nY~2v|3FO&5V7kNuP zn=@L%TNe3+>ba(x2_}`xxNn$_bwFR{D(|I$3s3M zXhEOCpSb7immFa#5=>0PwHq@mW^z^O9%kCP6{5IHtE-&)Q1_&guB8yteor@e$nxcC zu1BBoo)IV~^Z@IcRR{~od3wn7_xQ)kgtd*PI4qg}KPn}ozg;cClM@gNu4YSm%XjJ7 zcXzYXkbUCO6J2VwZ+{Ocs=JlSsccH-!`p$KO**j_K7%q!}d_5pB zIksAb(;j%8lF!^BZ-WJ^kOs|(y`Sn|SpA5^fV!5dj&bnujzta*q__Xx0j!b=l`#cgX{eulrvtPx3P50R~C0&vkFRa|HM;YOcB}$oSru4GPYB?CzyYV3to+!F|6Ib|Skz_X|?AlRG_kEA;7hATI5(Sq#Zd^d4M$2{A{I&b&VMgh4;AR=d zn3hv{-fMvuHZ}HD1#)lH>*)?5qIki)T_i>PO)N72%z!eq&iWB>Oqrvl&F{22bUXVU z+H=G&ynXU&*HAzNabW+zQy*&#WtpjiDHN@Etgzbjb7?k&h|$vHUdh#$s!;ympTXc= z+q&|DNxk6^2l3H==rrRct#o~fj3bc`cMwOisyg|{hD;w8m`w-2r6h;#wH?XAha+&( zg8_A`GHEM2*8dJWrft_geYItH_RO)Y`Bv(qZl&=wc zlH0hvC|mw3aE){=8%}XhQr^#2QKnO7P(LleDWcR}7DS>H+!mDO0{T$zn$uB~U)6i? zeXY(9z9O9RcI&fhDir{K{S%(MpGebP^L*rK zp?5Tf3ED;_w>P!GGH-#`w3$BW{oRo8$TQ81cOFl$>(poI@xk1O+J_ah-R$hppY~`M z*D&?9koYyDC3@6A;N~g<3n$J3WqbY0VIuk9YzNp;ivQrBbk&{I-)lRmRzDwpw2^Su7v-B_(w+lVxY@s~; zDO`6Gce365L{Jm%y>UXPXZFX)*4XnbjTg?Y{J29jL{FSdky88t(djfMduh|LQ1!T*yZ(X@rTwv9smLco?$LWOSA>v-!vAkU9y=|d#SCX>Z zfCBsAJme~**a3vP?IZjvx&?E}+6~yN`20foIP((JIx9U2)O>`qGFSAoKZd=ofluYv z6J5>ccc>Q@Zx!;yKYfVI;^zPUp;*j;n~-<6w8ztWp4pi)4&=iT&st6Z37zzd+Y|%m z_DN&m$3jusu+1MN6%6Uhug?4U$?JVF*kws)Plk#xz$XvZ^dSFV zd#3*CD6&kMUjPWicWF(>*L>$Q=yzak0hBKV=FJws%qd0K7A!;6!ZjBiiKgYP5}NZQ zRhuXHlm6_aBqdeex`A$iTelxn+{$MThFVk3qC)Pm5H=hmmkSdtEm2y4g0Eamx0I;VA3T;u{7Ti&wW=uL?EUI49Q47a%jGt0u$*5 zIH)W=VwvFX#<>4>M&~h^uRawkxw3Ue-lufjyg-dJ4Ht#E<~x6BhtJqAa$Gc&P0s*j z<^F8LrStu+S5T53om*`jt0be<9jQ!!-ej>sh`^}wLVWZkc9C$KG|V1tmjBonHZ*OE z$k`9!xA|I`Soz?k^NA4@vw9W}$-Ahl=x7F+>ST|#akVD3r{m)pT}QOYMtxQRsBUYH z*7U9Ce@kW?Vs5BRF`GI5M-_y|_mgg33Xh9A>Z%!hsA+7*vX+;gXWW&cSmTIo;F=^i zWthvJc1z+@U(uiiJz%f9Gll3CHU`eyoH0CIcN;o4lUa??6N%`Q1Ia><~~@~CnZT@5MQLm zY4!|uvp2R#e4)Y#-4zlN!640D+8W}BLfFNVKG0vvqO+m>r4Dkcqn-vT;?Wb#fJ$(6 z4rQCFH~ph-P#v<*0PMzG%?jizDGq4$$JJhri!FJhw7TkOZ94R!_b}HD)AAXF?>$7zqfYbNO%+GEbcXncG@S zyaaq9vzDYXhYDfONjkW)zCBklJ35cVLXVyPQq}w$puZ%EpF2VH?MQ8BcYCL+hYQzi zRr|dYOZWDSY&#PPW?)TN{Bs6T(VPM*jOSudP;PeaxP&PO{FQ6DBwv3$6GXt3T|zuP#_ zN4}@b)lP4;5K^fpDXjjQU3h$e$!>m6s zD(u?H4uqH?O5J9H){JA-Jw;}#n*Ug0NiYFRY-2`|qjZz(BpmbkCIEW1J$04sK!7zi z*&NcPELGz853!r+G=6I&+)+cO2X7Qfa%0Q!+*DkH(K z@sJe&^YYWw?mNYQfYP)1;1Yr9iw_?zRbiC!pg@UOO158~`!Ds9do2ad@y?IPCo5OC zmg;t_Xu8K~;W4i7XME{dMdcl?s)zj*J{cdm9)z0zF+Dm6(u1V6q9oDwHz^~$EvN9XqcOnCg)KsgcO z5A$77$9+hNGRkM7MmH0An~uX}g7rHEJWCpo1a!Z&pdJKK*x#OXJD zQOsJ~kro)S_$I}AU#D3uCGiijcR48C- zG&1>CplRr_BR~>rtQ^&F|3TEfSeQ$;KLlyGEvaPR-6f&rEt>JF>frRks&hjE?fJ_k z=CVN2CA%Uj`mx;0Gl9Rs_AJwjVDXm7-uAd*R|RA1IEJH<^?T+3##1JAhnSWAn~-xP zKvMDlxp$f$a6UYY`1;S!CG8v8k8_;o-S~J9RiX>wvxt|!*D(p!I=o`D$3bMLEhE_K z$rF_zL|YKSf zD|Y+I8Sad9d07KIfnkaw@usM!jCocSNsi{D6B%$6~>sYm#h;}WP~+jK#tM#AAG z*V)}rM}oxbbTs@}>RTbX&v4?rE#WhW3M|WuLerXdHmK;xxwqN*@5uXwJOs z_wbriW_U%75$LcF7=GveAb_A=e?5KIH*yZRllkc0PCnx*s2EF=NU@3O-xx+CZu3;u zhr7-eKkRAZ#obmoIXdkX*grwDH;l8Xv;=Z51Ygit!c{RH$m?&YLxyz)J%`c>v`0y&PM ziTRH+Ot5^=s0uCLT3YVk0nWJ$2-Tz!WRc5!Jp_~PVxBh)DcElOkeVN_aSpKhsc@_x zp}^IjsAS_0vq~k`6s715jd=BhT%jyJ0!+qjVg1x!V42g~Io4k3aTp2oV$E1Fov3~_ zT-@XcIMxrr9HB2ua*DFt9#}XhJ8U%zfb{;O>K!jdpx*|Jukv+7W=~iMR!`lrlbd!8 zgfMiKgWqB|5;I&HS0bwGf5%bx-1YwT=hSdqz{ASU_9>jU}w5MQ=m zhL?w>O_ibEY3q}tMc99X%~KrD585v7t*nv;9)bz!tMh^BT2( z4{|Q~PvndYX6~HZ@6C7cNyCJLg|(GAmJIcqZg8n^hy8Q%>Ay@K91jhFrA@>6n;ROd z)BkM~9)lZO`F{1BYc^t3wsA*$u@3twyzcjEmLBiHjJX*vl5FNIqWwKJ}V zCyCy4cdaBe%|N54OEcFbsz*+wM`NIvkN;7LpKs0aq~qhtN?J-6owY*e{UhzXd_~pu zD0Ve6uNuLrdc~xL^khOr=@tg1`_xP{p~z#fEbwOYe49tCW*N;1%UZe$V`@*R;6(lT zt4wXV_?Pl``U=JC8JG{a0+oP5#6q13NdB7AaQ zT`DICi;wlhgY6K0MQXK(+Smq{cUzT)YZ-pHpmd+>;pnaIIca)>ukLiuT-YZ4pUGH} zi+lj8*7q<@s;&5#wYDSXJqc1LWZ{t7#~8S4M-U48j|xmgh7e!4oO4tJ*@T~-I#;oe;SKoxbB(Sm*9#uuDVq)>Z-Hn~BbskQcfvpKco_~la=n{8V2VYDgHH{&Q!MqWW zg1e?ExIoaZxU3e7XybP~lroI98QR?KL6re(Z{5ZE?wg7H*;|KW8U5Yz3tc^dH{9JI zXcjD6qWEtPXtX;RX5_BBZ24Nb>8{F`>QHfzA?Yo)F$*)^t=rhOG}CZv6(DrIPxZ`T zoY-^ws2&z4e8e@6_t$yTNm*W(*Y^OvFV-F;gq)QehYTDF=g>r?DT&muq?H@Zz&A=d zStzj>MehHoIPIM$yZVKHoW{0yuwB$OGih?+(n|JwOS?B~+>h*CQYq>hlguR$D+T$1 zrRm8tQ<;DSEoXFa*O*9S_NK4HBv zZX}tvLZ!VfnPAcm+f1#`f1JlX5ig$$hP#rTb{p`8kzPBk&(1fv2N46>6d(+q_AI2f zIZD+J%NAFqnUeWvgEya<>S-Ym+TkdKB1vQPidX4FZDkWlI?qkn(xbWW@^R0R_8tS6 z!Tfl|C#l`WuB#BHtq+E*CzYy!`U_#fillByD9ZQTOFv?vHtq~ZKIRj5?{ z3wZqZ+->Q)4kgcss93cued7KE{I=<3>q~qh@9G1Mz)0ht+bb)xNt&_~50dt`h|lnS z%W}R@R?yv@AaL@lds@GpUwu0i>A^$^$gQ7@DVR)!vSDPxG35Ti$xrs-`0U`w;d_fI zfw1hxs&wO8ZP7))r#~(ZKk(4*x2$2|VzY2CdzEAZg{uR*G8~w3d~=+1?WxUVd%GSF zOO~FI!y)SD1b}|fknBbX1vg&~$&;m+;u@d{O-Ra*-YlB8i3$^| zI;gK@L`QS8(44msaj@3&epjA9=}sD$8wuCbzC*+p_-wM(E{_ax{2j5Gtqpq$%#X1w z8NHPSjKb$CM8=f9BIQn7MVrzK9)Rv&uqZapq@gzBH!{c<*F(9?%IWX}k0hm>;@@8$ z2EYrzTDA{lT1~$Cr2L&<=t*Xy;TQaVT}0n2C^*#;xIcsDtO3CSj!a_Kr*SeL8cx{g zhV;z(OE!OV4{w8t@yV-DyfGP&zG9K5W`W2Qba-oIL-TPdkwpVyevx}%JW^9LTp;f2 zUX|}`bEtAd$~JanE4JIJpRwrPEROs5^b6_Jd;Bi#BjxmryHB*AvWre{h)#!0Bp&MX zLie)Qs|u$ZI2&swLWtE;4l`t$AClBtuN^4bvMcyZ>TeaA)nRbkL{yT;Ge)cb7^B6 z!4;2*Etu$sOMfpXTC{%H8Han16_u6CU>W|)TmreknUza4%|x&Qg<3YjosNd2K7iOx z*hYjB(dytmqFBJIx$Rnz|Eo|WOovOGG4n+`d^3>3I5n9#zn^k(CuHEBz%FQ`If_Z4 zIqkLg=K5Yu_Y=KF2faKkZ=&Mx))baiZstP_qr`97rZzwLWBd}<1rQ~3boNpkdKXpo z?@j!L*1zPPgGFSyO9piAOl(2>HA-e;I=`#kq)(wgQiVaPlLsqB`SkC9bFtdEl9_=w z@;-mZa5)Cr^x|OZrAUD*9uPEy;TK|CyDY-(P4pZRCbM=wp)JbUwjK@=ZsI zVX9{!u^yoNZ*5x`ff?UFuiOrD8C(-*FNygv-<)gyPite~ro4RaO2oMB1tn9&IN#RS zI;9l!v1wvONw6s@IE;*4JB16*=JeVy@zR&=`g`@~X2H2)OUsOuoG|b?*h)P?qQRm|_VMSl7BsZ+UfjSy;9VH$W3UJmmZGmL3l9ie$y-dDLLN;3Z zC^7%(N$2F*_Fmp7i1&vCSD#lPTxz-@PMl`GF$+Cl9K0o$eh|6oxRZM>J&Xb?;nO@y zjX11}MLxJ)u4`@r4smcrqDtf~c{`!Grs8>h?6X9D4jjwtH>uhsTdlIOmF@bD(ymgq zL#3De)A0(`d;Rc}11oU~v?CZhKMP?rzr&Lvq7^jU@}5frjZ%)XDF!#85gg0gt;rd~ z0b;8vR-+X^%2av)e~~*h`$r6Um~(VORYkh{*^*D?Nf$zxYQ?dYw>5gK6oayW{IOybrW68J@)bnmXU}J|n_>YQ0S|piHl3dFI=05qlUOgV#FjaN1r&CXL^SH{?9ikrkS$B0WhSyo3xmmR% zw&Dp#)nvf6r@U)O>B3U{&-vq5|Fk|%Jy}^K?v1Y6n}th`b?G zU)BQG?c5{t`*%TUcDb1`4qt2{xF5GRsi%Furm>*0Nn&v6kFL*i75Oj$=G<_G3&_qN zAV*Y{JulByI<9|m;g+hNTDUWOS?n)B7e&|Va43yZF3SeB-0xBau;Aw3yuR|%1!u#YfLhf3@1}G7QhC6ii4tcq zG~_RgN~x$s7b048xy+ZxiX~kh5ZooU{{MAyl|3!N#JH6|4ISq+-EjGWtA>7S^pi&O zp*Ip+Y{K=n0SI&O;Vl+DZGfNe2HlT`(F@$3YZTQJ-tUKJlzJy4>y<6~42HdbxkSB~ zSUha*{1zrvNURAz*F>xfQ;LQek*DKJc+l@>F8IB&-G2%937h(vWLmRO;ALgIc*&xa zId`5wwAh-QmZ{ytkQl&#N%rU(V?2e;yXn4F9R^RRyru}k&sG} zU`bQFD^B+Y2&Ne*lI2O?ljk&ky}wDxBotImzF%(6q@7M@90xIHwEx3zFbJq+>%LUhk36kRnmbaHWwU;S4e27Cr*K-lUHYl^ zMRNvm%5efS6PR^uBg*ry66_y9lBg~z+c%VbBI-ApwtnhBgH=cXibqB=P!ahK8~MPYA4OZl-Nx>^_;c*@WFQlu+Mw z?Q#q1aR*X==i~yxGEK7jCX&yNDH2U~=V<>82|*BMMmcWF5#$07biK7_cE>9`1Dapl z`Hw1N3US#&|G3lZMNzw?ic+(! zJyTT_MeR*nTkO5lR&AQvHB+@}L`o5Rld8RIOYAKO5s|*n@BIUkBgdWRe(vi&uj~Ar z40ry54St3{1PHzmF&3x;!5`gmY7ivko#(d0@1*Y0jU$)<=YXyjjKL+V30hXG458n> znt<9?U$c1}>VT8QLAz;mmZb=V*?kE_wH&&ERkGx%g4lD@-B&IXb7pNOsCgJ&d>NW8 z=k=d_lH3#h45Z35&qT8`j;=eUzkE}=Q779m;(GQA^nkbS&|rcT#ik4!$pw5b5Y$bq z&6)+|6Kx3p(%grn%Q125fI`6M?3+F6V~bc&7xfN!Wo5Bla-S@@9qhO#>F<^#RX*K#-PCdl#~~kBN~@)d%9On}Hm=^v-!{f7gnGhgbcC#y45DDm(}~^pJ20!UPdfX& z7~uVWKE$(+p$6Z2hsy~5+wy*^gSTQ0Ly|uM)o($l5H4C5r!-+^`*9U_8kEBWFAf9) zhRdBY^(S-n-9Q5M7pUghS}X$OU&sXeL>}qZ&z-Hp*{8RZnhCf`zn%wgBn}U?y}~nn zYvYupVYykl^_2foBC?B{r1Qi^C2(bVDVp@Q)racTxNtsx?(vNk^6ZJn#(_1}iboWg z`|y!}YYlm9T;9gK)E9kWTSit0na&o5KSFC|`6h>(hpYd66Znhm`tPzZVk~G6jSeCBTNlOqX%g*%IWH#@ZCx9Eo+lgk*mk+M=ScldopB07{-ljC8o$}_?JT}L0;fT zMQXw3KZ*gOV5nIltUKkLQ@R_P06I)F&*f32O`0d~TYS8gTk`R4nEbTgh5V)&?(Q@< z)bB0ir*uI>`z57GGGG=TS9fR-zj+Imp;*36_py}&N*5?>WtsnZ=QXtEDaz>8TdK9; z73+b=tgp&xb|1&}UG5Tg&m<9_E%A9RciLEM&)rT8$KC9D_DkhVyCTNDx}=w%LT{Zw zZ_adKhUw*DX`6|#Yz%{mD~3Zst+%#l3Enb!55%4>kl|ccULF*MvmHr zDA0!R;*vW)gDp2)3at?03`*JA>_Kq_(<3rI)c+m7+eX}P1MM6uXki259B{~Zhx+>Z zPETeCr7@>3~OWVM3U2Tn+4XhzINcSrk>nFLQ{eoAT4Lhb$ON z7Um?vFAJF0JM%wma@X#8@GRwoylc_b#__c!;A2^Izi1bmw$41%G1gE&jF=aLh6}kG zKakNBqKq_7@bzdocf9MxY3UdA_D74D z!SC2mZ&fMo#%!A}ioQzbGV%&?~d8y1XSi#e&7QW>(6xN*?4Z#5x{E-KeL6tQzuK z88#;6BwvL^^s)_1qUZDJ6tQz??b!o?eNM{|J5g|v-y#SXRqXx%@cJbnEOe$g$ci4U zS2#OPexC<~$z5=@R?MzNX!hNv@ibhn*Y5(G5965Qivqi}l6%Pu=F)5GYHGWGLg)c6 zRb2UP@5>Y6sWHt#5XUEMs1eJc`KMg|)-2OQx)^KviDt

A2>n<{W>A-1pwGE#y_O z)GMM_EY}Y9WJ@ibMI5i!ymom?CpPdY{oR6+VXqG%3*Us?qhaKzXPgTdW_wF zEUW&HqWC>@>6u+XFQfCUfmQa2R2>Udbmm@KAxLeRT)VrB!=))%zVZ;jUxv{=N4Q>R z?QPMpPH1K0gI@T}Il$x(;hpD_&eN}P5(X|T$Kj`ne5SaefLAj+yE;^%CrEuOS|>Ms zj_eC7+P)jtYrk;32M%`7dr3+c4G)JcM|npk+YZsweBd!v{+~(-M04Ynx9$dJ?5!o;aNlnT}bGXH}_x15uXoBDLZP) z=@X^WKo?j)z%iv;W)sIHclWUTGV62FaoE76k{bsmv008KT4G~TvY~p2`^s8UTb#P> zh~3eE*RW;Qm;pAn>R|!&ZAtnDAVDylDqJybWtx(hgR$vikTmKdldJFhN?n!$bKAO_ zwmqqCJq^x@*g6fi&MxXtY=bm&+D4zj0EdJ-fOx1F6pxd&Op{eRav|n^4XvFpw`%S4 z(IC}n4c2(So?TdyPUB4v{$OcuF2(Cu!YWyW8RQb0O!uvg>Uf*>-PxhmX=ph(-}9;B ztyL2{-Yl7cUkX6?$?xzGx2in1b64oQ8*$Dx*@mSc-*48w#UgY! zzI9(!AqK{w-gFQ4O=5>msEc?z!{BG4-tEumpOlg;pJrc%%05JR-m-Ra+rZQdBs`8M z+y{Mz2pFV#m=`oJ*?^DK6SEBSxDDFhTC91bE9F`oONilFB`joiE51|TexrWx30=$Q z$BN}j@>UL8)Pqh*`J36jUK&!Rj+h0}6{`sgSFcJQ5N2OHFudhL6+%-gJ~!wAxp9!p zY=!390QWQXtFc8%)fBvsTl>6+cigU5cu4)Qvx_#ZO}rKt@WHpPHN`CZMHG=NbGnx) z-ac&GQE6dXKj|=zdU-vqZY}YCg4?#&XR3Q)f(OxnqZy*DVZ3DX%g6vdi}3c^H#|OP zJSipV<%T*Zez#Ko;rvlw_lw%vyT?sU33m9BY^^6HQK^s;<_v9k!6lvTqk@m=PnjN# zCu9esMuT`P+KKEo3u?y#7o0yBl!6&aJVY{+=&zMr6aC56Y>i9p(k&X33Rlhwg= zuZ(hyiFCIKK@zK}L7$~{?;qr~VJxGf^A`zCuUS}Jrh>0gtr;BEc7Xbzx#6}S`ga^8 zgSb&9e=mrWkNAa+xt(kD{%#SckXV6RDzIw$sQOHb=V1EbWg%NKJ%`ion<$G|Gm5@` z+s_Mf&?rGSPHblAUcNB*`P&4~dq9&`*<{ZO>2UF)O=jVf$_U(GSLom|tFRJ-kMF`n zfX9(d>G^t)ag<Nvt z6<5OhAvufr-w6ELlYA3mh=NH;*&AHg9r1d$&2Os!7vCrmOs4NoNPMjR?tEy@Bjwl{ z{F>my(;xC0phb`#naRZrfqyC0u<^_HL35Kf z;e((3C+BM&fkOPZ6@OWH5w?de0O{RJOjj2mrx|m}xKtZe&o-x!O^Sx8CHlOQG#u_W zG=#JNTmZD6%x;nvLEhuXyoR5hZFSR^H56?ARhW*_4m2kK$$?zCb`PZERS#bA4P<;TOh2wyD_YZzHw3Z1xg&?h<i}QuYe4*NX~#~Mzll3RPA3q2vbxl zZhkebL_FJ{XyBQ|pNs4VOL!}EJ#{wvwxShou_K04Obsbq7#yY#{O0`S&l-Am)zS~k zcY;)`joInrTbMs^{$9>-yuo0J^3(NzwuhK$b7?PU4;k%bpajw{Pw94c1keS~xY6o0CoyPMfW3X2s&)}ZUjIGIsw^+5z#PVKhAZ1~_ z>@DM7n61Bg2k%VqLguIAgb4iv)%)=;Khz5rN+goEOQ4kk>3-Us6D#~{BRFF-K?Ycj zS7Mz`Sr&jDvJK#0^(7XUWlfH4>1ia&O*1SG&{A^!p=&$eGGgBb)9Z+Nfc?H(r0pcpmHpU3SFq=3v=Jqz%AJzBI?->K7%k=Vv$u_TcS<I;uF^D-T#t-6i zBlb<5MXR1y=-l&*Pi(_0aT_H5!#qWPeYoL-2k&HU(60^a`ipOPQ?$qPFd5eMmS#oE z8%(k~8nwXCgH+%h49VZwSn~K~2s=H&c?p-{Pps2B<8lXLi+m8p&PO*a*j>^}6sPpl+qm|!TEj^Ijkzd_i0p!{J3HA4Hbp>1!o zR^t}{7yxshi~1l!`>9p@-X>xA>M!i1hewxitpvWG0k7_|N%sO3FC8N5I^G67F1z_$VL^Y*EfoI~m-$)hsjt0J2VOrV4W6MgQZlhzo$y}yzAq=3 zy}Ndb(Ol2Z!}C|?Ikm(q);qNS8Eoa@`?gvYMr-*YL8@ael-wuh?;hywOh*vdTZ*l< zI4k_k6$^via(LeHHHSlfoUE+bpqVyoy$F`2A+k%^)$0BRDMOH*$7jgXA^?6X{xea3 z@$tBV|4&E0A{h`;*kxXcH;UD4m-}g@5~M$3trxtko^qmR*;AJ!wW2VphMcVQyBWGp zIUyjgj)lOdTOSbuo;A{obZ4EG(bB6~3Iz-PSUIHJv3aC0%>oPk>f&z`v}4@AX%t%P zxF<5|b_}Gakkt*aoZe<`p>vsBPP&w9PrA{gCh~CHeG?|XGG#Zm<_W%+1+Ys?$16Ns z?`g$Pn1;5k1#xt-B^D7b=`LtjH-GPEC#D(19OC#cnO(H%>3rbF)Ab!rkql}eqZmm| zNU==yF8f+m`tIQ+GlCqyK3rU4K$rYhv2aX(YbID^sn7JIF1rgCcha~@?M?R*h>ewJ z1n_i3>DF3~kwGo^`2gty(Nh2USbqH~v5T@`7?Nvp!MUz69CpuhcBadr>}oMZ&|}4$ zTLj}z87y2D91!OspBcka+x=Cj;DsRT&DWNx-%HW`W?(b$2hy2JCLV?VM{%tMhhAZsHMU|@$qfB;-Cfj>)V3e7wX<_R{ikugRMbA?n%b9D zrF`FTz1`Nu&c+43wMo(IHIHit68sU(LHAR}{pBu&yg?sFES@)JB-%UNYPAb~q3(R& z_Dajsm#nKtN_%0sG9&#?KSY3@5U|`#`(v?#p-%{AMV2!i*f!=qsk#&fAPsiNHg1E8 z3-Uvj{_5i^Yrhp6kS`}{_YAtH@60K)!TT@gnMc&?Sk<3Z^%k7pCQibs2_E`{SnPi_ z7ZRrZSJs~tpB4u^!YWJqLZHM!ob zZK6#>FXfFHuSPq9xJM^!X4v zgCVLG;EHj(Sxh=c5`w%J2&l>h1)1C?_g=1i_;5MdPB|Z9;x76}9J3=xuthnLn3lpGp=&eIMNvBBq0^R-^rJ*#2sz z+gfOL8XP>Wosx>;j6W6I8wtrvQ&26N%`Wk46x{fTD?5ij8wey_=MtO}^Lq$(O;-zG zv(WPS4ccSugdu`FVk9^B()JMS1C~{@{nTuB2?2b7`YUc7#lqjc9w(GMk>1xN6f8Dz zzCC022x}id;Dze$FMI$OOHM_47$$kV#yvnxcFS2p9fkb|L&rR_bdBi#hRGn>qL-*V z6aqXm#HeO`bJn%CqDAFDQI(!;y(Zl!Kmi&>dL_a$`a*C5CQZ&ly@u;-%A1oX5thbW-Iotgb0 zH26!USf?Bv=|MQlm~VZn#X!)brAzLPr{LC};mafS;C<2E6{)GyD^RcZb_PRw!H=2Y8zkxJul&~ErNBA{@HA8{6}Fkg_g#IUDc3;v@tGrwV6)Pio8o9TfNzA zIN|jUug6y!VA0)uq^BI6tqgJ6Hoff8#ICCcPFFx-Es7tO{S^Eb2o1O!9@m{8n{9c; z1DbH9$Zme`OWqGnToF9mFA-2$!o#I@B4}o}C`wV^ej%vbQgo{%^=K$8Xy``ZmVT-i z)7$v&@^PIJnA)_-1m4lGsBLHJMYNsBWA+z1n@8pjf-F`vdI*2r^&6fAv>AnBkP z&p&!M**iEXWlthlB9Ch1?RexEBPv`(dw+dG^ATnXxo;#)fYx>qvi1?uCCEV zB;i)ewNJM{khk|pgUSfeTs~xG*_~O@ER`D9r~IkjPr>n2IlJ1dstQdvm4Xvzj?gbi8xy0K$*t5Dkl8W9FGEysrpsDIernj!%`W)X zzWA1n!y@6&uug4&v#|`&%yfKDWpF7Zjsbn#b0tYrq$v%%F}#0ZllF}A1A&4H^BO2B zZQZam5{fZ-ylM;*_n9;Rlj@bz1sfY)7}&O%OO*5>4ppH3*f@GSgJ?S`n(@dFsQJOJ@(71_fT+nj~0Y=we#sdW-yi zEOtTo2dXWvFrex!9YOG^rUC;tv&OG4)g<2S1=S(l`#|>5nC4$}YC;@AhAyXxHM?&$ za3<|gYKLSiN=$7}dX3tZFzH=_Qsh@h(5p!sn!xZ2tm-P9zE!}I+U?c^yvo`AR^iu; zNN^XtC*}m{KH17e0DMPDyOQxCrT(kxqO2Qpp5$*PgVy%}X||h=4HDo#3k+Blo*vYG zN??{5u1;ox-Xb;&yR6?`yRI*BF`U_8QD&mKh?4tBaJ^w;q(kqWq5429u8jrR3=LX+ zVUB(tv4*PFO?~4lOa*nH3|NltoW=nKb9tFX#P?2(SbL14*F@3+ODUj&BK-bQ(6u=b z40}SbGiikmT*leg-bX2V?kWNJ1$*6<*_Np=Q6bj7nt0Q(If2`Y`tN@}mlHrMTQ;0A zyb1IWB^H~vYyfp67;J!|jzr|Wv)A-?0Xv^seVMFJ$1;rQp3=zCuf@ikXU|ZblhfAQ z7;4X%CCA@2HGk1M9uQ>>>)1>9sCy*oxWdxCc9Hq#`wyZY~|Vhzzn}C`b9B0 zt$_;HCGV!yETA@;Qbe|c7lu2**NSQ@4SI+~njRA|$14}#=nj0wFVM5~5M+e7X$fK5jSTp#sf=21#@-`K;{Sf;{;bC~C_juqx$QBn!q9{ey7(UB zJdsvYtHu;yOeS4PZ)e?S@iuO-I9js8JP+=bKO1v8*NjV|rgP|}Qnv2+K9m7qv8+rr zwQ_>}L1|hDLXe-3EW(dY^oUK3{m~sao^hsClaZaaTMk~%G`+PLZ*MoFwlNX)?6nL;&CXcJ+?foU&BOsqGF)kuACewcz0vQXsL{KeWdUCSL4aAw4ILv7gL3sq$x zvZ!mNttzVv<6Jrkfow5txL+piXw9f?aqPpaVvS}oxnl8)`mUA3 z8x0oF>!fG6+U>0=qV|d4284~<$yRTBpsOg%E;PiUniY<24C}t6%6-fGQuku6DsElD zD-5TD?TL;CDW^{<_bjvwS#TBjv*0Cn46q8@PfsNU4B|sH>N4ifL|I8mU9&?5amVpC zi4~qE=DP2JO|ZZqgwV6a(Iwbh7QVS52%VwYuMEk9rUh{|T<8WK>o-BBM#ngXek9s@ zUj0YWHhzKx2KCsttT}SFaesR37;k&9_=sUd=XfoAHQL@w9z4peHQ)aE5tGe(zm4D9u>${Tgh; z+S)DZl-1}{r*{2B__jN#904~BHVs|bsgM3@`*=T1lYSC#iSU%9bOama2>zN=Re<;K z?j3_litHByExNoOB?lQ#_?%IAmCU7$=QmDz%zZ+|F;fM!s(Ph_Y7r(^ zGFxYgop4T5R9{!>uV`>qTYiLczsM75YHU6}X$Tcx2c3szYSy2%-y{3|3GC{g@*i&M z1~EIttu>l${g)(g$~LbZ%=!u_W?BDHRK2yOn$A0d@-dxf|D!0Yiq~b*n;-&Dkz7dA8!UbJ6t1P(@Vj(S9)j@yh6%U znO4c-IF%Xjz)x-OFBt~FVSJ;-v6DR@n#5C>`L=o7mn9`C5346K@hQO3HpLVh2xrt6 zy!#*(PP&ND{zox4v=^GRpd0--PZNAiJV~#yT|D(8ramq-!CN6P=s!rbwe?L8DA7o`2CTTVK$;OIL7D=LWJd$~m z38Z6)IgEQ0)j_=`fOs^WX(a4JIP+{Byy#wE86mP`(H0bh;?hvOqSS0+NK9pJd?KaN z{|kkhahJ!mz5v4ppzKFWw|BAvVhS?U52L;ksXn+4XO}}58LAhrv&}Ri2bV@1i~MIJ z4`xMt31*?`EgrQsVPo`1-EA3zFof{wXOK{bf)v+&kt3wV?x4w0m#(wb@w4fGX3hN? zE0)YnIMqr1!*3Z3w^d!wa^XjpuNzz;5vZ#sTgv+f?OFdsndu@@j^dUM z6dz&pKjp^_;XpK!4_ksc5$hF8G-TRA1w=LZCABm%m%EPym=|jQZ2p3F@*ENe@BO1F ze2EAGSMJ);4SXtC9I#*~ZGvu|B!ywMc)X!r zC4fFW?D}IKid%sbXpHKoXR zc8Kub)BNAMa{0BZ!8^6(J=X$`q6d};+dww;Ls6s2(C375t+Zf8n}xfuiK7GsrRr_1 z_SN=bm=I?5P69M1VwI4gIBBa&6jy_9P6{jDMRX$Vl-fo*Y2 zCp2>dj~}3me+&w%2eih}$g4VKi%e$hQLH%)KWx%>R&uRyLwHp5Y z`&jt>z!D6;+dp_A=g2(bgGcE9UM9uf{-m2+lP9}!=|vCL5bsbn`@dJfUrO!kwSJg$ z{N8hjt#?{lH^5&rE`N#;;n&<^!k`GYUF`|M?}+7W3J z6np&i=J~oE`?*sON2UK!SpSqnehO!t%F*?JTqXvVJn||Ary3F?L1J4*Z^uchnBJqx zxr^|>bPLN0$w0hAXc1z~o+a{>^8rU3$-!Z}?f6 ze6lBy!P~z?{bDdXs4!xZ=iS|lcMTbbv<2mm?>l<+aTX!oO8wW~yf3*}4N%I<4PK$X z2+nm1u~eOGv>?HxCUBF6kFea5+ZoHd-q0H)7NvMwudpAYer{?8KK_ddI{uebx|NVT z+^T-)YXYK#;Ia@~RgJ|=92P`y6IX62?u?Qj1UB|#hN4Da^oy1Y?xO0fO{GybYgDq!D+5PTjl2o-*|FS@J%up@#_t6P58tC2@YqM5 z8HOv6Z#3T<=h_@U)wmcS=v>8QH7trf_-)8&hw9tMU)D`fI!BH(2H)$;V+656;L~7`f8?iWF+WIKwR4r5-Zzu=gty^GL|Ml;c?(_{D1bU=vf&r|Jjv zqWVCucR)#SVqMqBw6`X&tJ*oO9Aa?EM(c-B)yy>Q3f|Uv^o2y=PG0u3JKdzN{6kTlFE_v z8Kd2zuADmN@wTg;l8$}-XP&5^x@Is`WIU28dc4M9N~&j^--sZ< zI}svH)-R32oFa$WWOm7rvm^XLZe2OXoZgsDOy! zDz?{vH&ptxe2Hh+uS*&&gef(L=d_7=5gO$E=Y~hutwPw)j~(mBP2*Ec7DB1cMW**7 zO&rd^e!!fNb)z;NpznRgLs%MGn`*}%9zU+Dew6KPn`{ZDI;_l+HBU7%n|N)N4o|GT zNbm`KTOHVIH19HqFXewo*0LQe#z{w=j6RTanKb~@Nt`lLz1<)9ge@9Z&{#fpsuGLY zyY?*ESnUOG-Y!QeF~SNIS3Dic^w`RL(t07A+J|nC1Nu4)wqscbxWP2X_p}F2jgR_C zN_KDT$m%CZ7a5JI=&BNP=p(VCSAq8q=r!Yzw;LIv)tM25tUL~z+nvc41P|Sm*BZ22 z*At%0dxu%In+{`rEKpnz#+$($)H`zmygK1%*O{C6_W7lc0LA*FE@NOnR^@BWZ@bU! zoDHuZM25j+6#V&MMUX8x<;u~N$DJJy!IB44eHx@IK;o-C)3|Q5XR1wYkH(O-`|gR$ z`b?fwUy%;oZb!Hqv|S7WXF=>EugMwJWVKw}d+{nHN!Kk2X@Cd7^h+eR!|t_^~B1a9D@VK%^*;|M%&Mb zGzB=xnQilKf1w{PKA;7&_A?sz8&9z2vDZ?APEJ4^u*)(x>}34n26NR9M{Ulo3*iX;9FZ}eki{Ww$_Q_e*BlCXq04CKKXYzhg3N@R@A+gdYU8qY>&P4ronkS zAkLgMea)w*NhIjN5ny{HB=6`aJNxB=3?{_hc3qE}nUy+wLuF&zc%+5fYxADQQ&ZcOG%7Gc4`y23DlGE$;@ST122gJ3nx$}wcGpdi zJxfb1Nq5|vEP*x&or$ELoti$Wifimm4jObGsTTxV%R5e*Qe}nwG#6m0dv^a9=oQRHb6tVsLfNMD^HO)e z`+z6=_OQIq_Ulzxd)BT*TLim;iN1@qV3XW_fp{ht>)*m#y6&_Vxb{;7rwZomgQP%$ z7^ca>ua|O;l98_Gr6m4w`G>A?LvD?l#=_7@*U+M%FzdpLzK5>VJ7V;I)qUKa>fVhI zdhqx`wL{~CZ{0r%)odByg~xD&AaCuRR2qd+LJ!FpJl#!e?b59U$I*R@jkoi?3(|DY zW$}_Drh#!?-NfKw$~6ta-%CQhU1dMF|C3y{J(?F4q}8(=A?clxB)f6Ce;cfzA%4K- zRI_)PT}(tg(Khd%TY#Orz=eQJQ5EEhWmM63Gxvx6-D=#I{V`qSZva#?ys9v}TM&mB z3%SHt5=mf-=yT&WmT`q}yXnqJ42twh(W(Bt2~>yiNlg4&XBKQ3CBc82jKB33W(MsZYaM`vy8}ObMoZu0%p;T z(?)EPe|h#2KpKBLli|Yq^GzSLA1AgZB#sFHeOM{Q-{*#85lb?>!qoXpe?i%03dNY9 zA=gPMb0*VQ*`^V7tk3;DPNP5}ow^3@nuXsP%45%6aVlCORxRrV&hN128;d?!KplYF zFgBT-@Cdic^(A3%7az(Lz7>zxVg4&lN*EtwF@>wsCeN|h)hdJf2Pey3bF~obz~rT_ zr1OBJOSsce565SvkEL6!;@REQ>$A`5{LQfIgx!UG7KG8Go;-(jB>89I(q;8G%l9msZfyV_rnK;O*t3SUUl=f4?MYT~ZS+@*m z?uTBwWQLhgNo=qR31}!8HmApt-NYYEV=A*D9`VKXjT!g)_&Pw}%De+1I%5H0d8#^e zOYc@MHDr0_Bm<0^T5I*SRD(cBwSN>l(|kX667K#?dk2*ILhp2sE9GRl-s)>=-KjZh z$m23oV$yisrM0*?<{VCU@G3|r z3I?>HANcwi&uBp$S|dcEF1dg%ZK>R`vR)kt9zfmdu39BiCaP%U2<`cGt! zd+1uqpC9$7ls+JmfAiv!aqBVFS97l&z9xRcBm&Z#1x!deOQz?ZrUv~90<9A|+0P+=q zW%*n((W`ducb(~9AFlmGQ5jM+IL#jbj*fKlC-m0Js$-06434aZ_0t^<#5x)!ICO08 z<{k7|*fsHtHOm)owp|aUJ8ilwSDJJ-Gx6!;ZvU^KbanZP{#L6L?#7RG3nZ;#WQup5 zeP^Z@d5o579fEH5!sX+^F`uWH>9^C(t!-|%{DkKXfY9ItADryr`wr&qEbGGO3h$++Cxp-(^?Dm{dfGKO@e^bMmF-mg5SH6c{g_g9Bj4qc^7WCui05QY3$S4&erFF=;Gpv z;!I!~e(~hS#|X8$>mf=GTW!)Mh^+DBCw_F-3BP&|&$H62u9`{f%LmDuA|l9xn#}xA#m3*yBgk9l zFG)gm<84kL=DA*mAcUCi+4_4*pt?=6Vv=$9*Gxsy_RW&p4mTXApAJ0sofoJNQnG5H z#?26hE$fpx8J{bGYV~3zwJmN~wfv@vTp0bEU2TcTDj zg**`U6aFqc)eTvtYNwxDqmz37448)F`d0A|8~0c+qHWk8-A8H?2$_W1!Rh|AQ%>DY z#htO5Y>%4+H7NhHu{9iX6&o-{dY^%HxKx1``gt5*o)wvg!rCQ=dFWp-rP_wfnf6uj z0OyC|Lm4#b8eM7St@AFMPRsJ9OZpjhNf#lK&@i-q1+k|fe>f&9;w$7+4w<`|yjJyf z`d+ebKf?u_6x_Ux!-MG|HjYV&`}q>>cVq5($WpUM%qS}c%@1a6ku)lwRiR5Z{l8N` z^f+;Pmk`w$x~$n%`Ye3Y-Rx)ZRiUwP*1)U%n98hBRjipUs_kt|x&u|;Zy+_i&_j86 z$5cVHvjgjLF%}ZwF@ha!q1e$M^g%PvE3bdAa90?29PL9^C|$#8BRCT2H~iUGM=ug*Cd z7|^2wk~>=L2wm8c=vKxpN9}QjN3~3>7Iw0?(1b#z)&*UZIe~R8?f8{J_X^X}OET~g zo>z@6N?hMpRL<&W+ZfH~`hr<%-6*@DbiSBULL3GU89ukaTX<)0GwFn+t80#tSdjWh zu_6{@VFvvAkx*I3&hI(*^@h`<8x-6<$UoV_IS=%c#Rty7^>vD;gLEDXp$^^`FgoWFNA6@Qn^Th$eLq8=y~ zaERQeK4YmumzGLCI@#eArQz37z7g;GOx|0&Yvb4z$QUzzXT~d3Q-SDubGdY?3@Rll zm5a7Ne`0`YYHjK}bL0||=z%i)kt{^~cTz%IosqqB#>##cDI$sxb)533yq+p(mp;{Z z`iR0V({6i7wVhKI$y7D|Zqg6QuTiC?TRXr^ZO6Mu71^hdC(C;=T@Y%I<4><51Ov@^ zhJ{^)E0eaQK>kfdh{ZDK!@!tQn;#d;b&)eV%;qrRa+EN=`J@{-E|(n>y0x^NU?8FP z&K4s0GGXp{3Nwn|_o_oh-m@z{!GN-CDaauS3M?Qfb>6ZNA#oI3|>uNOvCy{UG{5z3@32S^9m4g?fDb4eAGe=co|O~Ri@e;57Ol-YPP5M}=PZ(MtZ%+2-adk| zBPzGQIDhFWn(ZyWCXl}ZOAx^DfGoqG5#uHf_p|!hS|>Qp5|6Kw55`cvSjAMs0**iC ze5>KyUAQP7dJ}nce|pyJKZ?kvYAZS|2*gyh_FB}6$rEI@XBACP^jSz`pA6T@pyu{7 zjV?NWYe8UZr>MB^qdd2aU7k*}u=2uQ-vnh=a*4&TzZm<9AQ{+(2rQSs%mgP@x++C7-89>QPet&rH?b2D>-oa8>1V~m0bF*kqu-uvu#tpPM-^D? z3zinP@5E=cHJ!WHCMuuJzijcpPp04fMw<(9STT<^DoR!Pc{`K&O#xRS&Zq{?=p3Aj zL;Y;|m4`F&GOc_uCa{%P!n7c;ezK)WAD0l^XY=l;F;j;@$JCNW*NNPZ5*xBgv}H+Q zO=SEd?=Sr3m_4A6j61O0NC3QBpM+OF|3^cv@;REFQB!hwOM2n2w;f2CS6dD(>vL;d z?Bwubi}9~Z4KybL}$V?}?TKrvc6RSi29C_gMmTK&}O-!xc_ zzl`LMG};v>PF2DRdkTN2zplgGix^DBr|V*ENzuhZmT2~4VXJ$bd>2LKyL&`XzUPq5 zW%lzr50i!0@rEmtHbIhOJN7NLit!!kt@agc5w9DXur?<1^8B|F^C^XL(<5;rh05N`i5p`|xib zGu=CDyJ2+?%3JbAt&|+I1CbrGG`(ew{m$tb$-UlI-%Whc&kH}N4F$%ppdy;ZTuk() zRDbBEcCky5h;9@~)@j&1gI6^Pg;Iaq|HGJ2!@MD#B&%hFcn_n*Snt&M3FF)s^rkZC z@g-!m->2gC`cJ~lpGU4U7j*`y4nI3e1hq!x=lb;zBE!Lf9KBf)W?OP8=m63qZ!Rh5 zH-KskST70&J-bZCtlmz3)8QaE>h4RU@^>M_Vy)ELyz;yF9oZc3s$q9q@K=7IBaFgL z{aP+%)WE%P6@m3%Ka|hdw5Y!fgPh0(x`>p0m0j>>GIy`Bx@RbSkr%ma!w%e6RUv*T zZTG(t9<=!nAHIh-U)|e6>+R_i4tkBjbSGNz@tIRQ`t|*8iuUgF{>sD?qzH~Gx(3E% zDbhc5YGTs?g+!p;x(Ly&%4Z1BZ30O7@N#TBAS-o|cjCc0*33{?FNtLD?X6yZkM7m6 z4NnZlg*CyY2P^nT>zth=_SZuWxcmfs?8JoaCx(g*w!+0Ts}8O6%OU9u+X81?{8RP} z6;J)@V&JLL1y6vhfUl?`WVTkDd0c;@LV?q%n-HR+T0i;F=G^1aDuB#`cWs%q(Yo!g z!d~NYMuHlPzxPgSd}yN0zKoJ5-oRHjbv5dnnb+1f)&4enH637ceC!#19Cl?njH)P% zS)88F#q&arZwx>IN~s^O+a{EMb)auA%Nc7$UJM8Pqi{#CWU|CbFIZS?eF;Tn)$}=( z!Hz3_QimZXWEToPk162IlPadcymK`=W`c;P_L`PI-Q6BAy~0y z7B8cB(_?d@n^Wz8>%QQP@Z#q5ZK7GF`RV#{6V=l`o`jmuA;;D<_dc=`ODCu90H<)U z?ujOPk05CHlT|R#ghO;8nKT!C{;OyzT#9gJ*a-Q{sBiJk8*!UL9cGW_*~ywXT-s9% zViaj@a6!e%2uJ+Mgf8<(5KWjaqgQP1h7qCs!9GbqU*9X7Xfq)GO2H4W^OEG2V zCnH^+pI{{eG+}qE6`JVjY~v#3p#f^G0g6F}31Qpx$&eN}#*OY9B3v<0doQzRvRf#j zrEHd-7rwhs<-~Q4yp|nd+B{TyEPAKiNO$*e;2{BYmf8;W3Xm zo(6LL5mBH^9~3QMy#9|OfOWVI(%Wn#9UZFSdwSLwhK}_6l~P-96bs(JoaS1d9@RiI zX?NC2U@zHbq7C^ZHjT6^BS9?TW3y{LNxvEzvo%=H)5mB&FTL6TXbdml3?_x8QI z8>1WsC1n;B{yx}bhCMv*C&7P7*QeG_cM)}=XmPx8jLdAazhu90Sd=>Qcg`%VacjTO zLiy91LIHR9?(`@MwI%WNg^iu|m%W^Kk^ogrlQ2MR_N*z=zkAMZthdMCfGP7q+w!Om z=W1FGo+bDKFrmTbcdc@`seB=);O6i5A<%ai^@ot|~<( zxl0BllSDcMG`=%YB%wB;>XbLM*vo=YBWkntQHuzs!BE!)(~rci%t2FP!7N z->=v6`FQ*yl_?&!(JznE+{aazF+Tvu7H0>_IYFCwmm&nV!Sg*Nk2Bf21&A)TM*O8~ zKoysaP6!fPnPrJJ_AWA^2Ll~sK+F5hbO(06GKey91oVI5^OjmgX8X8G`Q=~MRG zMxkP2h{bYSrj$fMkwdY!`cX^#2t|ha%@+_YOACq3Yh9XCQu2}+i_|*SKx@&V&Prs3 z{Vo?7rn9ZuF*~IZaB=x0v*S1>&qaeEijE-N7o^HsJ>nT#<* z{#Pqi#R{6iELWK&_@h6-@~1nYq6aM zQ|)LdhFV#RZxfxf7_!^@YxV;s)Xc|74)!U+tD6#jCcbWT!1gD8VfpK2i{ZZBk{#w} zZ1&{vJ4U?80jbg{#=BIM2wW(r-kSylk1YXQ|1ogf0CyYC2&Vt6esOcX)riu)O7~#z zh4F3eOwY!z3@$j;kzUhrsQQdcwk(BiShyU);py{%fDo@w26Ny3F#tC~5Q<#Y$6wQz z;!+(h*xFikJotRmS@KpNf1Wl4j3>8B(AxhLu6{*Cn^^V*`#B?jrwVQ?J=OthiL@#} zPVjFKZGQ;-odd6?T<+F!X@uvqx&=sljqlEJ3km_M(j_bD#v?RdSMa4GX)L6hU%3i^ zEtKhnW-qsfHv>2-M$?qiPniFdZ2xlQ$o$Uyady!Z`APcZsXgQt^!?+p9P93@3RZq9 z5v_&jhykxL$sp6Pko8Kc#r}7twmvr1K+WW|xpXei3|vSce6(OrGyB(UWXd`$_?Rt6 z)Hhc8Q+;baCcX0H+t6Q8gSv><1i-1uT%YSS$b_l=kBa7x;t8(sjQl?nr$RsKGvJh! zb^bjGG%{Oxf#)Q{?9QpcNIx`DpwCTNmWgG@srulI*pLst{UwLmU~oH2>7}rIrk3p)-2*A1X25j(=0s_&1xZi(``V)yU7BaFp!}bAtPDZc zv(KtVd)0Ux){`)J7NC!He)vj2b>oDPDJ$Na@iWJpoO|{{6pX{}8Vcv(aTF`QoqTYy zK1Ct1jDyI*XUHN2&+4xbG5Z4f{FES zIcR>_H;%G*n+>VlmobnALSFjMIVK-JK~n4>muUb5=2YVW3xpRp%8Q!-n(gfAgH^+U zWp1BQSE=oVFzBD|+0O3t;mma?+RHaZO}jSj0MMXxQLI%%IjS4NGCSv{TLi9?I5A!K zy&M1iXC3Jq3DDa-fyI5@n6X_42g(1Y6sDnL05#c6J|Th?sFODl=UUla}U2f?N>UTk!Y%v_7gQ(w3s7S%DGBWtSZ>v)`}C_y9rz1HgI!&^EY5msGN)A>u% zX0XK}EQBQJD@xMDPFGe}@Q3;8w%&A$J`One94E{17MM>$(s2aXc5zAG%Ud03?=Kik zaPKgx81lvcIPM0-+9fSHelty$Y-~22|36xV{U$cIZAx7^|EVpdWs>BvJDA?d)f}Xs zdH)r|<@3nDW-K`19nJmqwgC3gB*omnOXhUmJ^O}Y+K8Om>xOi*mN&Js4HCQZ*V|kF zn)L(jQbNSzl+_<}Z6`ll5wCPkBtlj}d5-2nkwwLN!SOQ#M8pbgPFb<{-OXNCK;YRp zDE$nu<{d<96>ADs%|eLi-twMQPDQC^rta9*(Bovk{TEn{J}!gqK8ZC*^vn2;I>6^= z37oATQMTlk7~gxm66nI*Gl|xzy0}?edHpH}qR)`Uj-pCAHM>Np!ktW%XsRjx(i+z9#2wuIV8);2FpV+1mF!A6JbPG!dN z_=P1~;+Z^ruu-!kxPaJ{p|G@nbQ`{19d~2&!e1ZKIehRDv2^uQyWyu<4@fhq;N9^x zZKE(5o1oKKdUZB*bwUnL?{E>hw}koOgLt_ETIee_NY>Cqi^wm_l#T%hTjWd3->jNx zDbb^-|DK%2+~znt54d*9JUHL}vO>!)N+cL+=3@N1=!ZXBuvT+T;|GYxakJ;MnC5WK z9WpkPkYEsGn#f|(I zbrH6P6~YWb9e8L0MdmPsElBR$@ijGKk=6^K7%Ag$yChPjPGJ2 zA5!K>Rd6(Onl_mg|8BqkoXqkw3j4@1!KCA~n#7f7-h4~1!!333jbHboN+ISld4(n! zc|%icOj)Ub<;1@=+7mHn*Uo|+GYb$p*t)xzePZSX`_qmc3l56HvWOSenT9p|Al2so z#Z@W?Tp2qZzqtNlk9~Bo-Kkpk*;6im)b|_3?{7LVr}ZKts%a2E*NHhZ`L;N7lxOPk!)j$YT9WT!-JHRvlAY`5NX%or zWqR!Kv`~Fb*zqAs=nsjhd)Z>RPz(ey@GhbBYTG8*VC9fr%|0SRRN6{8 z@SSFa=Wchh!>&F;@emoqwKR(18{lGH$ES!~`+$9;0LYw0{3R3+}`Q{eeQZQC<;ki|^bHqB*v&>nq*)~`4eE9Qt*1{K!ikUX8B zS-)W@Ln!|%FOX64lFNXyhRl>)aDelAsw~%cho}0F&qf16h~iVU>8FEwyAhHsrw)>> zhv$pIh+0Q#Z*&OjO9wCE-dL}P`aockCLqJ_#@S=?|%aXfbV7$K1B2c&VxX67cLYq5>L(6>-$Y$GrYv>BC7`Ev}uvb zL)CV%p5=&a;-uoXkbnlt_EB5L^Va|`!uWdCGK-OV7Xh*cX+c|!FLo+%$}Rpx7v4*8bq z7;}owZ={)g;#hiQ`c;ymRxm+GTxb>94dzVNR5s-z7hPkY*3Bo!85s;XOFv=u-hC%1!Ow?V&rvQsK61(%a%sVPt zZ`pjHNHPy>w8t+zXifuNqen58wm5y2K9;%uS_z3+S*8{M73e=IZ3T0wYpB0V6R4;k zCbBK|S0n-U1(oSLg~6|0#*RaNhJXQHp+h7ne%IK7{kFPk+nDiI0F|G@S`UdPxcG$7 zQ6T|b>VKEr`@XsdX!1NGu~p++M&U0gpb<-K4%0kiN^`8olZN|xv~xYjCpPr1VSMs_~q_x&KQiQ;zeX3cUW zK!4{{T2HxE4zWEh@@Uku;jwIjjR(Cbzf*DuYYR?=ZQNJUoQtPMkX}%RR*h?@Z#o;b zEzBVI0CO=xD5H%h^I5@siQqe4_g&2|MG5hovUD{BM;dtE)}`3a-{sQ_Lr9AF&ry$$ zH;G%?IvhIseyfVAt0Qd;Z7#0 zp3vAxl!}R3`m&7X@}j)T8?xQ(eiLf&)24T2qO9`#Hlh{zVP4()E<#wrA_jrWvK7B zewqd!xkB<SyH8Q1Ik)(y4Mnl5n;*?d0%VD_=WO0DRGz7TFY8$Xm^Lq5+ zRZ$u6Ad9PUi8kS<d_7RWhe@foM=Er&ynLw&?`<>rC)&;4F#e6?*cF2Pj$*cKJ|%N1~2 zMvv>@aewGBgZGUFli*|YH3=l_<%1_X71HHpIsZ& z{!0Dhe6xWsTb^-WAy52$O|a~xZ9g!Z@HtcH6ym%O-6itwB+fOdHtQjF9%;n-b$`vl z41c&9tBk;H4{pyce#DO(`kCysLe;Wtxf%K;EA{*k62II2t|@+ZIG3*wCaCHccGF|!B>oMuUFK7uPa*l|rjTsi`Ch5W2U_Nj zRpcCa=+@>sWSZu=jG@932rJC(ud zm87|Kv}FX%#|dHM-a;-@RBNp~o=B`(<6UICKF{9gA8LhIjv;jjX5B&-H5S}2_6wCh zeHT5Wy9b?Ud-V6#W&rc?Csgi5%J#6PUDj0INghui<`=1lvX%dAV1n=GF{-&_E}Lz? z^MvG#3jckmj;n|pwwzp}+}iJM$1n|3NEM+Q|23_S$=p46S@Da+dlB2Sj!dSB)aoj) zTx*3B6x-RA zoBdKooY^`CWl3D{_J<|zupLU&+*b@dshBFz`VX0Bwwby2OWXsd~WzB>Awfjs}P}U9^{$FFE zvQ??;GftVk+Z&21<(%S9T&^?Jab@SjQ{&P8Cw8p?ob|1%t_!PqtpdHtKvVJb8-Rd) zu?>1xrdeevM;Cn?-}f$9!>Tt1rQZMu7eW7H2t&QvAIx<4d*lFdV>~_iV)2_O{!k9i zkaj2n;ag~i0E`Q!U_t29>^%pu3>(ej>YVmbw|n4t^JHYL1_*sdHX5LP?potSW?5!-L< z{bOKYGTnwec<=SV;Lk*5!v0z zY~O0(GUQa2R4?gxSKe1CYTLbZ2eUCJ}rDH+}B83)g~4g+RE$Y_Ji{G4_c`N_i0>CWlN zw!CYkEB}-+b7t=|faOSrqO{|{#dXy^M8XC%iBKOkt?rGMLH7bmY7`b2$xlKaYBZMD z4p2}C)3H0+a{0TXO0ONV1T#B~X@Xc~xkc^RwFdZUS>TFykYD0NY%&C zh^|*pn`PXlHBb+YZTeZ#AN^ynGiIe5V9sk66et7sML97uC0hL*$$^k}9ho_i2hUY^ zt*FD6CWSg5kH0loV4@LZzR1JuPhrkGUbj~v>vA+ur~>3B%#r{>rk47OAht6UX8I13 zYS(A_cSF87Z&|{xlApNe>S-Dp`T1qEfoHq9f=duk6sZ;!bi}cH1iGH3_h8J%`pFKs zfrTLmqQZD4(p}>?Z)>}C%_;Nw#6O0^5wio2?q&Mjnn69#q=Jn=I5u|Z0q(XI)4N`l z{OS=H5I^`%f$(vD$wE#LjP?rkI^|{M=S<>^+1+JTt0htU3)J`ndIfjFkv^}F#t6&n z@m;ANxB)ltkz~`ja8^7E=Qw7|rf10@cWpHTi>wv)sr5H_(J8A!eHSu1gSL4;C=(a$ z8$q|BYbuh`qt!{qc4svQSU_mO7Dza{|6K#*O!fAYTo5G**4X;%Ou6aF>0#VMGYH(Z z1;HzDa`Ls5#$~fv@(^WfHS;UoY_RTH;a2%$ZtcxXeUVH8E3{56T&sGBrPC|^Q*$^% z4nnPJ`%ZJ%GV4kyXlVj%S*C3q&jnbkz6FFow=BWP|CLVefJ=HRDL*tgHM2e6db4iF zQCnXnt!~wUr~PU>v7unFW`(r67EtGp_6@{_(Qa$ulRBo;%1aP&M4Se_V&`@Gk3l(#s3)ugys+UOEj%M* zl_xoC4X|)jF+Y8@!T3hvHPozKmhV;#3x|bg)D=pn^^->%(Hlxc!AxzLD&BOwPhbM2 zf+$D?EQ%CiB*PqdWG?M$>WbwrD$EP8XJGwA&c34k=i@-4)aygc8&3H39kWY0=b~2| ztN2O~Ll@3Bis~G^I4kzOtpjL&7ri^SmL>xIPs2Z7UlH|2B#F>fn&;a16kUS%c9j(_ zvg)aIRjE9u0N6gWrVbmbszz@sEyO?DmhcfUIe@(hmDZpgXAGKpJBP>=l8r zeTR87y^Ea=DK^kI1I}B@Q^TI`@SCmAV<6;DxY7%qX)WdZ*zi&H7+9t?PxVSX^2@s` z$6IN~U?eM^YgW%;f8keht^bH@_k`aS_V1bI$vqAW3BVc$S6Nj)vYb@l70e?-N5^iw z5y^Bn_(>e<#ZZ}|89wzPuVeA__}6^1pKGJ*Y(H)5R3{W>O4ZTD!Sd9kd@16#k1T*u z+=HTYX(5J~y)-BKt%vPvU;^I#!@eQDz+A1dNNbx{ z8j&=CJMr%+tRgozMDp3w+meG<{NwMx@ClAhF~7oJ|8MyJ*=CCjlV@*UhFX_j*s zOr8Tte9kL=F;VvQ9;SB-PjXgeVv8x&XH!Y|n9_!75x4QRwS)~Y`PB^{P33$xmCxc9 zu#K)iJw5Iz5x+ig91-d?v?nFTU3PVmA7+nQ-pXPtQG6wOsDnGN>Hp4BjjX{`_Qv? z0&=I7W!~*Bs$fgM6z(3NB-kh4hBDU4U|knjh^4lt z?K&;vbwa-vym)i$*zSQa<}1V{O?_aEzoZS+O1(B=?J>Vq(z7i4_CmVT=B7k_=F~$v zdy3H|<*w<-oNbtm{vit>S=Ib?$YjdY3yStbOn9w>p>*InpV_*@Vc9*L;^Y%?maw$% z`8k$)ux+qr?teYJ%~$SKg-V>?UUp+y1ob7FD4XDzAdDN5bc{wNQfy*MQ&J0RfJ75Z zb&Cs1?VRi@Iyr>bvKMZBOTbF!BTwmpDpKlTP zMZ191jax9C*x|yR?7REsazdQECaFP27%qwwmuonU_Gn<`jiRRTX|cgn`Z%@84C<$_ zd)FZAYossAqM7H`!kaw`re@n-;+n)MhTpT~Oxadd-qokiq9w(F+ji71kbTFJ{!zBu zAFnt|_SZq(I}%%5p)!>8Dfo)k*G<&K+O@9dyr~C7<%uK`ggZeOpg=RIs7F2l{rPHp ze}S;0YAWCf($2yRbe9rb++}-1ioSl#cWU+#Sf-A50Th=?EtBtF#XbDlyp35cNzG)v zkm)p(euL8r^XI6xqPEc}R>`=5e=gIA3st67vSVZ#@uCV!o5_cIOO1Q{N-!c5hSqKE zTuY%59VF4KShP%PqqODQ{~o2_*X8;5pUl+l(@=T60*(GnV_HK~(uZqWfQ7I0wr503 z;OznWGI*}ALFhPlx0}ue62PY1&`H#l={#HL;fI3))KJ)(QZXn0T7rLho#+VoeJm$n zH;E@i!q#e8{LcJlc_hrh4uW<`_%2Fq+IWf1R;zwR9V+BS zG}My8wce5z)zlt_2#tDjf!Xa)RPilZX~#&QJB!b&8^aB{n--RiOAx zkq2#mk=5A>>SamnBJfz(1I~QcLp}a!3U5ibAFB^F10f7hPi!3y55Xtr=B5{{rgR{f z1y3%&ZLEug2QLFk{aUa8V|dGd6U@hpv>o^B+^+<3B+TFYlyvhDn!ze|97bTklK*Wsm}PbfCLlPRpoC^MmZ-cKfjv!on~V9 z(Q38(h>yPH(l=+)+MZv2Gu_r9BqjtZC!UxJcOf}!+jC~f;FlqdYt^tYNBa2Z8M5X6 z(XXDkM4Ar?PCnkTp7^kct&SmY;Yuk9m9XP!zfs4G#uzljv3sHff0`1G zIsd%lDO`ZCI`}pX4@vL!8Cxf7;@#@P=oRy5T*hAlC@v>iMO2@zExH8%+nvW=8B9Wt zh}dUo^t4#jrAz&G9RB$|e-B9CSq@|%!_YOr&)9gdTylR}Fd!w@^@_YF)Sq`K-)^F% z9Y_|3JTo5W3eh!moIS2ZS8_0B{~t2YhzM)FVWu|HRR#O(So`!v%k#SghvW-Yw?_Y( zeSz6iv&Cvco|C1PO56{$)*ky^315$|8XR4ii-pldBsy^w{8J}7%_*H?@rUj^xf&?~ zoy!YN!@QllQLW5JQ(e)H`ECgsuTXEkgu_VJR=h)Ep`aLq8<5A1bU|(SXtMh8%9j_P zto!P}dtBh*No&gAkZol$y^llk4vE$H2ehPq(PBg91(p@JXI>puwm`pFzPa@-?YU%i z?>AOe39fS5z97$;$tu~6{OVP1nvse9aTN6JMxHs(>I@fRs&j1+FnS}&1~OS z`gO2n*^*8k~u#@^hzJ0YWFtIzYF{>C2iO!d3f?vnp}lRy~@NAALwE zP8>x8-Hz_)BF|A+%}b5xvPkHM4g-fh_QdyyOFgAFnuhcsqSL~seW7M;uaep8k31`T zHMCXRnzvPjOuK-r*WA2Yh2&dWTLiG*lPx0h!+(@M)SAE5O8&6F3%NmF);oZ_3Vzx9 zE8K24DMAhOXdWusEL1wT$%XiwuGd`aU20cYrn%T&0MI#QT1uhYKyge%mC&@lUTv11 zkn7I9hQM>JO~jJDX`iLy8~hEp3!s;G9Q${17Lp45rGAv5L;TTa%>F zGy~0FUGcFe$j@qud=}UH{ZFZ6q?Cc zPT$zqfN*r%Z=lSrr4WVYVFt6Nx0~2iVBt}*D$o8LEjOpawKKNB&~}MzBEN$NFZ;am zt&k~P`sy1uY$dj^7BZokG~Byy)c*vdF3K8wK!lg9(HVg0y5ll0979S=fA(UmWuqTi zpPjDd?B}-ky`}MuJDs^-|5nrRWi`W#WHk$~=_Dr}JMN=m(@v^UTmuE*{HOGC-y_jo z#(N=(W-|0cmhnWhR55T7$>tehRY9c}i+$@O`FMe_0JITjXklo3H=9OPK}z@K(zmDG zJ$w^JX^T?Yx>q%n6D>Q5{>o>|>>tq8AkK|O_9;vLYgS5l)_&FPPx_`(fx|3VZsjf9QEi*>ib0yVOc6sK8ZP(VB zh`kE){;g@qc!>UzP3+O}E4_>bX>GULk7Txvvqc^Tr2Y3U!sd^#x#5USk+`jbX)iC-0p zYq&S+>vwC@Kl^sG!?o;6q>rsC%fmv$$_xvIR;iPGx#ixeQpV6eS4B5Vxruqx$qg~| zLjreIpF;J>gXI;aSM_xAPK!-Vsz8l;oOs3L`mK(SEaE4Wfj1AcxHYQ!8|sW|=jSvR zRL*rH>|W7@siKto`E((N;RR^>)hh~9ne7Ynm}OSWWD}idQEP>wDW-$4j}i0tH*?H7 zA9|3ZyDS63o~n)(Y5n-e(5GZfGv7t%bXGxb!Ctyu~xY_^~U1@R7s!@nH`Z{Vh}@O#Zn^nC1q)iuDp3N2}I zQ0(^cx0C^+ePjZtFgdWJk9poAp{>tZs7W;U)OxS^B9pmyh5yAz%<_bXh^oZZQMD>Xikid(RTR%E(OEBnc$|FRTn&>+!x)K zphyM2*fci-)qp}hJg?uf6?yXAGmc&48ZDpru3#TZlFU@F*Ff(85cn4aT z`5U6=lVAf4e$fFp_ST+_ugA`=&a&&&Tp8~kwBGwk7bQ!nzAIW*x1F;f&Y`=J=b<0| z8w$?XLoK0P0ExzD%#Nh9}fg>1Y533i=-RWSiAWv(PQdvD- z^pDz6ciJdIDJ)99Yt2bT!UljBV@bo8lpZJ`CUm|dXDL9R3FW{5LRF`wf2{MJ+D7Gs z&ph(edt3(=5q5F!Ne^1k79Cw!-DuJ?k3RYtpZOUeW!c)9eoBg9S)Ab%_Y*BGvHl^s zb5<^Fz@ggGL%c9j1|99xUdmuGnfQ*B;xlPP;XI=N%8A<|!{%IfR{o1_aXQJ`S#nl9WD|@mm z~Yy`gM7nU~0F`Q(Q5v&cOze6CLBUDOk$ zf|0DRcH{DU*r9>%Lv5%j+Ey1f`Ls0}2YtG7zqGni%b9;3@nQ!A-ca<&4?l_qGd;?# z4drNippj*Ahxxr3o84_siEBKO;qrzdh^`ts7pjVO3w2}G`aZww7xzg1 zJw8+lsI6W^8z-2}i!ASTaF?5KqKU$7n5}S#*fN;`OaAMw%>4&{Dzsix*M!fhey4XO zPPeA2xjBwPRJ-*)*Qq<7&kK1cf$BK4y}!>+2l)H>;fg7ZFD*r!63O4GCje`>sO_+` zuVt5RE&YI7qVtcTQRJiKSC`S_*PAD(G%ruLIk}6ZzfLKBD`ekUKCX}v`X9=HvegTt zqhqE1180DZ-cm=lH9WOAH&lAcNVXU*vxrjrx$tR*(+@}jr8qvKUD0SJ)}iA+xo|)x zhjZ6B$Jx5d)^f4YDN*Z<>A<1RT%*7dn)%(|-UACK6X~xrHMHfvQktZTImFjWnN_mCIO3)B9C(K6RThj4+v}SS?*#WHAUmdpvBd$*2p^S3_ig0CppgS%pW;3g_TDJQ58UX09(mDVrwKNj{EyCiJV zAqGEB(zblq!zpqqvjY_mKIb@WUk39pjd{CbF6eH3s68}^-^(RZmwM@a%qB2DF7LHI`?R?ri)?-69~}R$=-eHb7REOsc(A(0v-}0KjW|UP z1lnPrtRH&_P^Y!{Lu++Nw`z^oizLh2_R~+#hon9Lx1G25nH%PRHX|5V{j z7>A?-**M6InVmU%$TshA{6yWowf|K0VOMikwKtxL^e*TG)5-l=G)=7pZ~jaz5yFkw zFsGTUWlFY?iS4b}Onii0RZ{Geu)pYvHSYe8osoNEYX>h*Jvxnt=_igME^@l{XNpJJN#iTgmSwBt zFBm0;=S(Qun)tvoZ76O*{9&q_QA3<5WYroQ32<$_>sDLpaW1?a+OCz;#F7U^+e?$H zZt**P6$lY4^$jNECyc@f<7j~?nkek`D18yFz64^H)bv^1?ohdhfzQsCrmW>hTKjhP#^Y`U@TsRYdUUP|ywFha>2E zQ;b+sL4o939|*h6$At#csaZ|LpLZv+Aj2eWTO-?}##+*eKu?!5EA*SGu9jQkjD88x z+;Jnl^;R z19jcz8Z$BMfc`)soeX}6t!|oY4Tn+mG`+hgWtH74-9itmFWKh!?!4^rTWVMl;pu1I z@>luhPvVax9Z`j3m}<49E$%|!+ANu`J><)33c2CFdF;?_dZ<>qVJMoe5zyzKC#(F9 z;T|jX3H^(9)FjS4*`Do^Ow(&ttGXSylF)sE-Q<)B8fPt7Xqwp4T=zt_`m}YmU;So~ z^vaq|?#9le9&wT4xuB^mBi-bQdstRYS2;xGpXXE!fR486Z!eB$!*6rH0PDE9hcAeG zrzW3Eck*UswV|3f9(;-axLHr6;6urJ#K%(hBUU|I&5H1(1(PKL^Vq`ErX0A3CR^LL z7|rrn1vv`+^~KJA0H-%SM^Yq%~~EaI&Z` z-XjX-& zsHUQ$2PI_QC2H#vMGvC(@I#~C-xfFCtPgN6?YWfZn%X=#%RM-h$lIT&@Vnj^c2~1M zUQ640hruD^N9J;iRC|zTYTii|QxdpfEOj^6t~n^ob|GR7tl7n}tMYSR8aslQ644#J7yF^Vl)CM2Ff-BIZ9o_wSm}b!d5E40 zzIY)#yW&@hzCwAGFtK83tK*S@Sy}YhnmnZ|om0~6d?4FhOL`)u?z7L9NVx?Z}k2N&+142)>U5^nkbW zwGJ~skxiY^k)MZkjtvtOiTx6|<(6gkPT*%3(sc}r>4mXV z?2n#h5f7OdF2B}2iNQ|s`=_`H7$C2wOm{U9i9TA1qk$?<<$)dr&!{t)w2bkl-d!KM42C<{fhd6d?Sqc&E zu$8Z|>XF&ZuJC+GXsZb4D`NH*nV@y`Kh{huyPpGt3&%>)89Y|El1KAW%;;Xb`$f>{ z&F@t%DXFwW*8{{SV2Z20f4)sx!!pCBzYT zLw389ni@bSu24i5C6>n)clnb{o@PR0E98ihzsRvhcg710^+;c{Pdd=l3ZG&8p*64{6^l{S{-@7`uS~ojn zoAHlzD zyhG*a3*=V9eTr96dzOnGeJcZdkk9Y(1wrq%y!EGS6%iJ~U={^Xdk+9`!a%t_HK6&<3NP9WbE|&l_@-k1FElH(l0eV5s(U^FeZ69k?socwlBGG)1Yx4T9t)vA zW6WKP5zvq6#qT*j;-%VXY{UNrdRopaaRWSTZGyygGo9=@|8~iQ_q|#7xMPpP!73aU zQFp)wC&|-#<8A!7sHtAW!b|(l%}mRpH#qVVi>&S|s2aaAQ>|x+Im1o{$fe}03_#p5 zsZSBP#)=7OmS9$R5-_en$GYs=f>fU|xex%>y;4dOLiCe0ZTEkVi}CLL00*~|^3+}4 z3Xi>i2OKk@n{AkV>&+^w8^)cD4pPDf87YjH5ISdWhnAz+hR&H&1nT|`@6+{8Jz?#z z556DFs-HjNkEM@H%Ol0#8 zv+(#eSlo2f!@gb(mtnhZJtnxO@}Pr1ea8NK{BFm!5&7nJo|7@QM4hJ2#;sW%Slp(yXHRo9H5t?5Ro;G^{I@pG8F=E zIVdW*Z$pDGGxfpc`PQn0=?rZFt4mOdcz(e$aMZtL33NPZ_ka;AKq#j1jU3H!Ab!k9 z>MX!@Va>|(6Wq@=_V@|Zn7Sa*W6dCmP zwo0+>$jK43?}Z0A_bT)C%8ZdeA#`CJax5)vR~weph)MYqMx7$^#Gtg6coKJhpJJ84 z_TZ*blF>okdhy8|r$b>$gJsFGw(3x3_EBy0YGD>6Bp2#A|02h-_%>rY!gqb0)s@1|vHm2YuB$^}dI++&cEqxv9o9A;xqKTO0L zo&onWV(R1)w%^HR1}F&sAU*~15nG<}asj7JNV#i))o(ZJ&#u7-`kaV`;wo^qxzsvS zTo+sBYE;FW3XPlE0|NF%;Cm%79 zIU5j>9o?bWQfy6*`^P{EQjKc=sRNDBJ+ zEynmqkR5R2TnQ60CWT9XL%Nl5zz((`wwWD}2p|nE>y54q*J$4j0sOY4C6iCYeJ5?j zyYDR`e_^dfDF$Hs%Bh7dc7t7}l_6KpM26s9?;p#XW;{I4jMj_`duww1w^x{bDcs^%7G$X#;m za8Z(QI?>dhQuZy~zZIvXbDKzyt)1id_}Gqf#j#yizr@wIv_>}E<0w8<-Dx!hqwj86 zj!IizDvxDhG-|ozU_fj0gZvG~DxRu-a)y(*vge_rHps+l8qNnpKVsp={CjXeoo>VN z=HLRs2Y%7|Lqo^@Z)3^=r=iZga7Yp`+YC_*-D>B*QfBs(fV!eBEu1;K4iZpF(b+pIVHu7+YbqoGv;-+N}6WK}+@*Y_^&{OToas_&oyIs&xK!~g= z;I*5I?s7!f+wLji|NY2>dV!;|DD<;p7W=~9SPGh4OcQR^M~-2ub9H2L=lTwT`6)O* zdbMLN|5J8w;oUpUZ}g4g`3r{#5=0sQ1w9Nwja>um0g%6a>rf};4#M*HKD^Ll`TOh) z^(Xk^yNi_?296MQMtYG}1VdnqeX7jlz?lReFYK4KvUuK1#|#*5SvxNuKK@;pql$Bom${-%J}OWQ?l0<@*Lby=`~X z|Ii$9f2h^1k02K_nENi1cmL0;U*}soz>yyBmj&iDUu+Gz9e5?pE74f@z1P#pxySa6 zTVqr!p+Bm56LNgVQ-EJ@vFH+LRN&Z2p^N3Tq@qgu7e|3fJ0se8@Eq*I53%U%E;{8a zMTq_!4bj+ODyHVbE>pf|29eRkFC>Sp1fVJrf7&@&{r&~#^fq8GiCEmfrN$T$4*E1+ zs*0E>A@{FUlZ)lTZPe$#@~%zHqq6#;GnP!QViUh0bHcQKu+(owZ#8>t0K=n1(#YNI z>|Hv$7ldqfaK4=H>MB@-0e@RI3@Qp8Ley=9 zbOw7|?)cXE8}QW2`R6)$fpf?%3e^eVlt!PM&Jbz4Yg+z-y%$^M>oEIa9N7TK2(pCT zAFf7Sk3Bz6JLbNp?Poy?5H57;mRZFJQqzyZ(+4WX*KRwP zN26*~M&g&t%s^5Kf8b)yy=^7&_C>&tC=|1~ySlNtXvKTwnlzGYiC z*02b=>J~6MqSJ=W*&4HR7l@!HHXz9z3$~-|W{R zl3GC(M`&dN{Ue zYr^(uAorjJ70^4R2hGg5ofh?S9#Nv_V>Iufz&XW62~xwI0H5No_i#uJMisX`d>6F5 zn3m}kis1f3T^)3D;i}j`Or&Edh>29kDa@+&1mBVzPl;t8Ss-$XHAE-)V>d&|PYHhC zSfq>{yCB0pQoe_ejJD4VC}vzpnowlpw9Tez89!AmXKwyVp1)4WlY}84*V_S`5S1r=MkC#PhXH&Mnyj!W&KR z>{qY2&R`T`a4^`#IqcJ@M0#}5{>NOGlY{@Le&g%dlpK;vDCA+?Y9-tA4~MW!OC|aY zIB&>9B#?E*#3`S8S{Oa;7QymY3~;5QAmb;i7%KE>rhAPMr#uS6eFJ9#CGa<6&P`mX zF6_FPd5J4HVdT^@@5HGkdw~0gI>5rig{9Y%Ss31Q-q7`v$H!kS`2ylyL94DO3odsd6_eO{6`}}R4EspqgNeA*TL+#6WCHLKkBE0~QlRn_JcF^Od_peJ7JN+OXQTNwF zjd^#WWgzvf#yl1a{8{akf_C}J^U<_%zbfb8v?-~x9q{yt&ULMdRDA3PpZJd|%rw}Ww`^YP&WDql-LsDq z`%SS2As|HmIcv2Q z4wa?Kj`k!#eyM7Y!>FUi>dj=N1izj)ZTRgH@;MOC3^t54x*FFvr$VJgfJAD@m_dK3)d$D2-Xj~qC|YBYJ}ZyOvb+2&HF=hPm(VnHg~7mI zh*^5|nP1&3NeZWlOs42PLd%yVk+MXUqH@jS?~jgn%^?BQn1#$|G*wq`I|KUdki zj1Ythuv|ON{TTKS#ry`ZgvRuICFv33Jkd(FcRQ6z>YAtb%}5Qu%eK6fWIPY!ms&bq z0ln<`RYR_4)gJF`Pe;CdP3iGNzF9-DR-Lr=CyF!@W%1k3sd@jSdI3gb|1<;Wiqz&& z8CQnKren>aT<`Q{(azRo)p>4^pU1t`wk)OuN})1ji1IX zq4|M#BLTMjRKeDr;6Z4!G_(Y)Gq)}8;(t~vJ(#yK-hP9Ep#V+f3Dnt@LgqBO#Fm{xxmxi|wURT~ZN zFlD9j5u5=k`?SV=ZLBFdnuFr2pBOh* zx!LxyMWZEajy&Fdcj<>|wE^1o-@#3_1Ac3SxA;aJe=g0bWr9gcgv-g#lSAem>+!)? zQFYNOnwUi~-mvuULgTWC5Wbtwhv1>%A1EX|O7j^;hhK!yH!3-+;*(a+O1u61-y+&b zwL#Br9Q@q3l*_O(5PGz$*Ddk)s5;C%RZ($;!7@SIyFjHVnmx0Dg!V9enH?!? zjpy&}vLu4^8ZXdB_97gZyhM5)$tCMik~_{b{Rz8vKY(8COVxAivz?f~ob(XIOsozHOo4R$`A8}`AoRN9Om>bp{>)wEaU4he29p4%gAFSRjk zchiulVZSQ9(eti1CzD3poz<3-_rPm)7lH-Ud)esDJ0@C`o5st_{-*;;ylCtmR||JR!68o z?Pcq*?ZXR08;oySKl_Qi-s9irx{-oi>gB_LI1IkpJw9JPbB#ZGUy}ZQ&sq1Q6&R^5 zW%QXsGqu%(p)_5(nf*UHWsfeFyI6#M)GlNotwXU5!?vyR&QV>R$d1sopf=FIrZXf! zF`@p!LUWe=&KWie>!|DY~|; z_cJrkBAGtfY*wxohK=Q=7v8uiWkHB@u4@X*}G4HUzrhdxlDi%IxX2wyA(lOBJV48k{W((0J{QW-49q=+?hx!8Ds?im6-p?K}R5q_& zVOGBN@lV;z2~$yp(|J&HrRPL}31=L>I|BMEmr~4;+!# zZzcl#l(fs&kppPTn%tFVHEMC+)jfefT-&3jTjNO?G|}IL`Bx-eiUIfbBtg+ZHRXZ# z$d5Cgxz11o$kG}_@spZ{p%q%>5I0wv26-VzT}=fkjgReBW z6L8$K@fVKcU_r62dMB&NZ7T`Ij9YSz+`;lQ*T%nimROnysrAVi7otNXU_E=75KR1cK45l7MB#nJUW@maufunR zQ^ohEg~)+0+s20c@iD80xBE6bM>4`&GeqRJ&X9G{EftUR?%N^CA&3`=2JF=!NVn?d zd-%kPLByY#5CtdSYn%hm;wX3$V+#Pmzc2uzE0Zl2>3TxMd~s8(Ex5LuOrZ*Vnnl0z z6sc5`oRl=pw)=9wjMo*5HDeP0ULm3z3`deQJx(NC^z!a0 z7V(2SC^+vE314szn6)8ZTN?c)1`SOIYG z^Y9d=kH4xZb13=U{-!F-tG2Z}qyaUw9s47LeR+dAx%Zf5*e)a9(4D%1P!RIIDwB+Z6bl26Tn*kcVUTiFB zfj{~0d-LNT1dF*`UOQD}i43`0P1wPfMY#C=d7G)%degLThmp8{Lh`hLQFLWz_A~CH zx6b3A990vnZ0o6xpl829fi*O&#j~$-svQde?l#}IdTK|)5mF!>6$Lgmd>o_rBpi})?w_{Sq@v^anINtEm zQgl>Cp;#dq{0A=NY{)Hu_k;d04nefp(2`N-z+c{k>{Fr2xyC$Ea2$uN$Dk4PeU@@gpdd9HneEMngg4d?*xa!Jqf*m+>nk@ecGo~roP3QQ+89DXf zb>lxaDbQ{nhNGWK7iXJYj0S{jlxw7eigd@GW^_a=KaTyOCv;HK@{#x#agX582ckJ? zoN83~n3Kbo)uJJkzqdruF~YPgKX^3V63|Az+2oJ>HSWyjoo9SCvgxv&&*@}O^XDsk zvU9MNdyAx0Y1wbG0gF7DyvLyQ7xVd_#ulBUKg*x!AnY>}YrwZoK%Er{3bk3e9QHHKBVXFzsH%D{e!>Qbt*$_7)tATwA|THwTix#~ zfWRLiTS8D#k^z*7E6h&rMF2}!X2J6?3p9S8EU08rE zG)bEYmj8Nn0Esk!_KUHh2rPX^i*HvKhmQ)kGTi#Mh1M0yrB>py*U@9&d4LWbZV_{a zP@QVUofgyIS_MaNaNS?tr{HG~ZA8 zq+H#;5-{??zBMg<+GViQ*KkMd=3qu8`HSGrh@v9uJK-ECGW8QvB(8{})S77Xa zR4m&-KvtD-bz|hG1EQJ}*HZ5h3*YxsIa1g5QBk~95|2LBM~C<;|0hFep^rAE43A30 zgq$Ww6gOuw2Yr0H;*&}L18>MJGCjp@22U`?iSWII+L^gNt@>UD z7aW&GE#C$>wsF{mO_uos`$$UQu__;qB^|rZ(^{#U2HSN7a#upmkZAG?+#blKrLnsf z!@qaraQq%p;=S3pEKNsOuLJpdtZ&C9W$13H;Bx}M8WXWm?QCt<5VE?;D(QWG?$2{? zxx}!X9~o}8p1qV3xt7XBw;;<(nc>YGjN7KIC}~fJ>(`L%evam=RMnfgVn%g7{71#G zT-oECw%^t`{Uj@8DSyXxrwltzzm`o9@Hh}nJY)gjf%&ngxH(197n!0q`b6HtJxrOz zp`5!|k7#s06wNU&GB$ejhwMH=mA3JMk@V8flJW}osgn#6O+H!@|IiY$pDV##pwzW1 zraWO6{iedXUNSOt)<^K}-p{h!;QVg&)iB|Ze;=B00k1!4j>zJWvv=zP&-6`2w zmxLO!F~?l+StB^s{r2?=6#N*fZAOuHq%`eb?nOGadtZQ#7rZyhFa1I3PTOZdG2Fn3 zNmBZrU&~i7cIwAha;!XaNTg!(gED7@qLH5UljoB9@){Pf%A>Y3rm`5jjyy5n=06eb z3Xi?h$VdX@vI3UW3Et>Aqc!NS?sM5ru;6efz6IZ2G~P8(VOJe+q5GW#yWy%FO##Qrzk{Gz&HU#&!{3mzQD5!?jzU>LLo3*6!Fsy8P zgRl_bFZ^%u*3+)pOEJ~Da7)ZYL?Cv}w4=zkoP+X9ZkM4U z56sPkU0dh+3!jyK0tW&1Gxn?WlSA%2Wv zUyo(Oc}!E11;>(h-;9e+Eka&zW_$` z@q+eo#|+qDOr-}0OGVAT{nMOn*>OcnevEgI{ipk=x={}HgrD24v78^cDh+O(3S-}C zkIv4#%o{q>s6Q0{aSt<}@)9CHM{vM(E8~2t8l2i}#mztl5dZtoxIt)iQjhASi>tS_2TsQ~dM?6U%;sX?6D`i|eQU_!Z zZVMWs-cBB^OVMbVxsO?FQ?Y+}=hb-|;1hPaeI{`6*thCay- z%An0&D}r*fp&fsPVM#?>7%7X8{pO zvq=cgxFSEkTMcg;O&g;rdhDs)u*{Y97;~-NVQ%&BAsc~iXh3?001j>)Cpg6Jr%Lbr z>1{hqfZlI(HBjknv5WYSbEry_It6L^wFd9xCKnA`;T@9T45Q_bQ_ocpfB1AJZ6;E> z*sg$0=ii;bhrH{aFBt*WLDCUry&t{VCXE&)?M7x_XofCLV$W6>6*X5mjR~oY6-MO? z+23`vYeRgb=(_N5+E@yyD~Lfs)jbu$_+cBw*(rj~@zwmdIY%M!#b^fx_~SV%&(1AJ z+QXP^1=>omtBfw(JGOf7qj3p^y`)M-*59%wK<-+UHNvz$gr-rnt(m_sb8q|LoJZ~h z97#cy@CZE97X0xPoP%I3ZP3heL|1R7J_P#7v?0}Jq!tYN zxTD=@nu#eSrZo1Vj~8tN)ATUg$q#n2qw9`$fI^ceZ|U{oEgRKAw`8xJO%-4_jh9v8 zuF5d3+8|z+Dw`$pCe_d?xD96+ej>&xh7u-;IM8KvT;B;8KBlM0C(e;&T|xFx+>mBN z3)ocStq6~2O!BNa_u7FW8wtGFgQ@kLrj1;02^KqcNK5HMuMiKUTF+F!slveR>rm@> z=30GL^2p@t&TWOePeHtIPAl;Q1>>l~+QtVa7AqmWL)u@mXwFm7>l?A$5vc*x)04jR zcd%rJ>37M4w0HD=PrRnG{BfgF{PDHL>;g~p9XMdSerMs!VBOCLV>exH2x8X5=|5J^ z5YzrfDY`xJ_Kade$SLqmU0tzc;R6(351`Amse$T}WI4V=;7Hc4|Aq|@`B6xFXkk^p zP{!=O%70X%v%E$g~ccbbW zj44E;PCmJ$yfnO^_9>rBMSa@*HI5kKyTJ3R?apgI9d+t(h@`#46+)HU_dxeOl}(E8 zxqK#{sdaWh#e1jC$HHvbF_hvjQ>IpD`1a(?+2nFQKcU3jl(K}pg4AC8J3OU>nO4PN#&R}BGr<%IG_3dgU8ijura{>#U_Kdr` zIOEc|L+QDfc2(p$4KZ?x5s+IY4UpTZ)xuRu>mE$ha0zquF1g@w19C^@%6f>K*p0Y9 zwi{8UIlBhM8PKrGsUc;wHkZk^msDOf>gr?7+g(nYAc?ON-W0av7iyD|0)ozIP0_4W zEbmN{;zdSKNU`AHQ1NtreCQ(w$5q?e!)P*V-x?tuY1jGbaEV+O;qNte4!tU*uVrcx z4)QvPcjE2#J}+``px!CkxDv|t4ei)Snt`y8Rex*5*OO{=E<5x28AZ0-eFIg0ui3Ze zBlX(S-f0umLM%O`HT`aj>}3)Q+MlGnJCG_^vy7fyxQ}tZ93817e70#_Qt!y%!9L{v zPR4Ix&8urd(&HCyHiif2CA}P)pu442$<*OSJo4vHyO@S$$*Ru1H#oAa-0nNG7#qT3^0K}vI9Y3Pe8rVfJ=^Pt1Ok}PpvT|mnh*Q9r`UvRHKzY9E^hW@Ej^u`;DR-?2gYA}H%zq8Tzng`Cp z)`>plI9;w)+>ngP z_@mjDg~PT>nd^2Bl8xo3Qo0PVrkeLPL58!!qD7`eCL_*}v3ni8fC4IXWym{R2vBay znh($Wj&mRT!e8Y;^-bb&{F)-o3R|^4U|>NyEs&Oyz)Vc7FC*QGrr#8rt~!jbnYVVF zx!Rulm{MX=pppcsw$o?)<{!U{^*)K8cX3`@QxB5e7g~ZD1X3q-nwOD8aEmPk*IFS< zzmh&pHOoV-E~%*YEkHl8v}kH~CIZ?t;rjs{(N$W?KErc9KH2Z`*}g>z-exUoybUin zb$MyqHkk-M6Jq#}N`#M1xESJN<9W*ISCgQL%W6t5%YJi~$?C+yfxr4oMqkNM9No{E z%5{rQn-2BM38KpuVGbL)ud-%GY&c=m)N<99Il;{cfte7ywQ6Y%)~5uYY}e}bk()9> z>G8c;O5Z6&$k!36MRSHf%uG#dZu-I4DYD>r6hk(j;|EP(d%j?qA%hlhwz71;!h|d%YYx0y zwSQ((<%d$4RQh%Cgu4~vNqTv{Z`2Z0ldxu7+!kK^_cSLw!e>RXK3HIgcCU!L37h}^ ztKV0y-v867ce%AGZ6i-%EcncLLoV=O{s=9HOg+We zkSU4Sb&x8`_$ao|-$6DywNDzGVHf!s{h&hMgIZbrC?(eNfrzBJ{AOUyP0wptPi;nm zY5E8ycrVnO7B90l>yTDG(i8v(%gqYWz>f^P$NKFzzv%Om*f1?8^Xvp+kjF5YXTR}m zFzKgW>&0-v6g=fPDsk|9&a5Hgx!I}fX!`zN_z|RFE`$eXj@-YGf1&-rxdKlxRSOZe z{lf272r89x|K$&Zor-92NiV*ko8w9HTT@-K_#;H$%gr(kX9*A;QJ((7`@WPG@+fJh z?wmhO57fwPANqQ0vnjmWulsmbn_LG|knEotGWPO<#`yO zAd~{Q1yKfNUyG-%v1S1mx%l$h;yEwPkyyMXn`&gKJ3YY@z62XfXUHys*I>Fb`;HyM?$$xXCEU-j5dV8}Yb$}o{h5%qo*K#k^4=ktZOB&+uawKua)%-3 z_X`)cVN?cJz!p~}swtqlKtCFcX!un`d#f;fs1)+cQ0fK2kL~&pn75&Afn8a+9~#u= z>BkHuN>PuEQZCTYeV7v=Hs(p`5Pd5yT2J3U2EUmA-rCM&4g<)@_;)YJu!!2qm`b}@ zEZUb)W?#!MzPq{C-|lgLo0)>V{JUH2h3E~V_OdtHbc__Q30zd6Uw;9i>A@l5Kn*@} zywlb2zdy~r5?6#ByAou|Lg>I~2}gwVs6L>9%XrsgOwQ^#A#qCZIPJ`Xgd%rvL6bTI zsXteJG}>=L3CGiYh!&7OjNXA0V|uM(7Kk{)@^Zrn%|dMK*@D^;220K-X_ ze>%AY<~AsBcUV`e+SR!~;tpU%7)8ku!F< z0M^$*x2OiVEwwxjUeEigrKOl*HyLp+yw=(cJvWtG3Ev1W|c!12HqpyK-Gb zik4Cy(r(TcTXrz@2ehQjTT{DVoo3JC2P5z@8p&!uX0*z#ALkg*telU7(gUJlc>e+U zcd4r0-ab`j_qc96fC$H5h5#*v?X;@~3%|jML4Hz2$pw3Gn5OJdb)!47QmN=Y4ixRv z+}tYfTGg-+u|DEaNjX9+nSBhq-gXr{C}H`w!G%7I!pAX+n6zg`yo&qzY!m9{GFcb(p*y}v2GvrUJr z=H`Nqmlc}A$qYK^Cmw2pbaH_7P^Zv9-&JUgykDkU$iCaD!K_FpbNZ*{l^Cfb)xEN6 z4Lk^a({nW6C&(nU)c8)1ZmuA-oMOosi=5mcznE!iBfElLB`%=03Ub)KcGKMo^A*m# zn_*L;lVA6_3#z*CAC+g>!>xxy6GhRVXHBrkLejgABsJh8>=~SU;zu%Zz%Z7tz5R=w z6?J9Z$sP+_NVN~NKz{sn7NeK#qvhrnw~(+?am!1*FR&V1?e0EaU7@zQsEHg-DWeDx zx_q-YtLb8F05K=wN2*cT$~yVDi?q-GQSH&gj$mA~RV1@n2>!`Ll~1*R3Xjaxo#j`%pJXX&7_WEm zJfZ2RTLu+`nyL6Bq+d{Kq*ISxo`V)W7%UL@O{~+r#Nw@+PvxPQlFjnVOKx<7ln|H9 zVDsh_#l2+M(!Tngr*+g#VkJ4fhfv~6D7L8}1ln?K)qauVCVeEQ&yYYZsk6&}O^o@n zv7b`L051eiFKLLv_t^#;a*Gr}4d>ZfIPj6;9%ARHxT?TJ_gvR`>K#$y%pEsI$qwQ0 z3}di1{;tZ3jeJFZT1_z6+P?(FHrcvpR$3~)Zy{1$fKz^FZ+5C--jWz`qo{w;GSLVs zipo)h)dM75>Imd*#2the%xOFW*fbO0t(ZY{v^OlC@+@G!Ijez94F98QG3Z_oQ_k>` zpIZz8vIbXfl%Xe=cKyIr0SRhTh5u2dxJus5(!<#fJ_7t0CRHF(6hShHBG$Nm#u3-j z+9e1tHQg=+_SduD(cLmz86uTyZnU`T@4|4v+I}eeONkmdS6!}XSLP&$evH%+U*i4w zI`K-=iW2-bQoJZa=p6c@vH=I-8koI*8E zkm<|*Qjc??M=SYhv0qwdEBGFa&i&%T9Rk z@e9;ZiV_}h_KByHF2z8TMGf~2HA+gNO&tAbfBqJgVGRk?U>QTEV!7;7bq|%a-^6%Q zo}I6`j4L;e2Q0w%!ekg}PJdwN;Lu)<}NqKByh* zw|s5FuG5RR9kpTdYH6M4I^3{{U|C7%DV;s-z`HBWAJd(Vc%NcVYABVgWn7qG&VWhV zb4O`8;v)%h%%`{R0pGD8XKzCmiyqICFrjw3DdjBYRv$XPULT=+y0JBHM)~ z7EN_p;dD(~klih0j-96*n#z$W_ayf8M8?pj}0!2A;1GhfgURrzE9cvpi)|O%X zLXZ2GpT!Tu5$?x$`vzRMS;j~oH%}Vz$=Xd^u^X?RE=l$=hWqbOOG*c0klSP$D&1R?kL-Aqh0m^cM$g`H5 zEhe?E(a%`3(F|~Cp>88a7seCP61P6VIvdhanxJWsEI2yp2U4)^JY+vcu*qZUxl+dj0N)>1QDr&p@ z!-4bOjoEI+Uu#aQcsJI($LX+Tl)1&(PC#3R0xi^jdeqx_@taNYKmLB11rtu)3t`WV zZ4%s|WuF*qh1wSVhpgWHB|lIDawCnhpWZl-ue?W2|Lasw%i*{ddF$8E)Q=fOhqCRX zV%&g>B8ZX zUs7^NLP6qcRnA`mvJv}VnB$N5`e%2-bU>X-%Aw4vxmtLcP?V5D> znkKY;<5ciTy36_ON=s8WdCV7*xDZ_=7?YsZnD}&UN`=kxH?vejalmcV(DKt1li9~C z%<{I&uAN@@D&NV=z=d`Nhq}FYLI^AAq|$BzKQuVw93g};-*vVXbdvVLWEPh;adrKCavz2Qy}|&&r~vv zzpum7bs`^S@N^$XA9d(3y%v070PgDUd~EmXfEqU2KCCF3p-`;h*eA1+Dn&Cy0>61J zjt%k>-(ikZ)ND3SQ~AJA#H}npl5bWYd;!%r1(sWA&QDkz!9ABY2*`N@`9Ep)?_o2}fUd+vXYX$O zqPkU5NS~TqcgAt1xg#IYayDQ=y(BlU)|8abg zOF!7&ecx%Qhx}mLM>hTn?q<(J4w4au&_R`9Jh;SE!tP)iq2fw?`_jgGQAYKf*NUP3+kub>vB+uqB3^+eR4e{3zw^#)t-8$=bJVelp10| zNOCAy-nO9syvCEfqenEApkiLq+M@W89j}8JDeZ3h1Gi3BboHA-Mt33y|6Jn?s6VHE zoVx7>K>cFt--%QAyIhRqEvSqqg%ykc&ie9cU& z$Iy43{?#WC&FY}l+UFv6@!2Ai3x6OBg#&(a*boFAD*V`Zg9!`JR>s{`@@&OUAr_i5SZ9Yq}&9g`8SK$J7^mo)H&1d|b zjD!3g7B`KxB=~+2UG$2yE}y+JJq&IrnvuFSbwb*r>x*Bj+50%NZ>fibnM`Z%a=toa z1}p;y8-2%A6n2LsfFsWgL#h_3B3dwHsbl|s5IY#kqWGR-N^o7+ywmQcV6DsKBM=?8^C>cWDRn^sTkJi(YQNSUjc>yE6-wSo#56Arh-7V^@-rD`!21 z+xdilse{ZkLlEnyFCi#8FRbV5_g5hOMff>nylyL4`6UJ$ekHK1jzve5tAp zxFhU-t^nRLGAFqYU!at`ZbiCb<<~okU@H3q@0KV=jtbwYf24s zAJR5hJ5db#Hr$TYDAYt?h75iBgmW=vP$$xnSCf8=qHhO#azh#AvfV}b_Bp{(Y$sIr zkTVuslml!S%l47E#W3xt$JDZgD`w8&lMrRa+F8=W<_@KX4bSUkG69^|{?-vF5+EdD zY;8#wT^3)ZDCa6+>SR!PmeAJ0tSA`1_~|Z5ISgUm{?{hbdn3}IiX8fLBY8kx^2AUf zPZiS=-e_c@TRAWBjQHibALu2;H4;sJ?ilt0F&{ER{i8J;gP8W%Y#jrv9)^cpV>h$l z)ftZfx=y=Mq^y?)k&uUy9XSKFlaj`##`3pXVr_O$C=s*YL&Su9^zz!f7_bm)-KG*H zO0XUL5!OPoB{;#()cg&b@fVNfQ3d3>i}2zL_>c~drA@(%KM$yS~x=->tqo)xBX zOK|zmbc&M9v0^;Izz@713A2H&wfz)Q@ z(>tkmdCp;!K~|IuhW7U>^C###_^+%2+@Qmv>`ld2I7I)#BUiq`^q@MJ0S(`WQ&jdT zQ;?3Ij%DERzLUk`?=?4m?hyZLIx0yKu~=C z>|$zR4pR%8HJ8YoGE?&;F_ngQ=H@q&ia4JTvs2bYo2joK`X z*3X0?_=WXO1z#{G>GsN=^x@ApY)c}^uOq}avTbs0l&;Cj!t`*LDYOLObNtZF@q6{E z4=&z_k54A|!u=U({R0tF2%CaGGX) z_oMOrMv90+3vw!L71jfw-OWyWV^uVyR9#6XpH4qjQ%G7uRBNt*?jSH@UR&CXjdxV@ zAl`sw3R^*d@=xz(UqX7w3{xcfA8){}kNh&ez-Z*@b+o+?z`sZF-3CRc_ZS=0$Ikwv z`WzgvxRd-!Q?Gw0ze_u4Woz9Xd#Pxm|Ly$`BWq=CJcb1c6;zYCRHc$^3sLQ>FR)t3Fu6}mDDOjQ>yd|*(mYKTs`0_QUm|+0b zAnNag;??{?ck0QDn0EBkl(JU?Ys*x@-`~u6lI)7{72t1v%WKF)=}cb-18+5bK{+88 z4jTB457-#~p@1~R2g81_|GFw@yt1Jj7UBxJnuxaT%Ea97dEehW-lERGwgZf=?c~8H z^m7B6z8EiYv}Oggbn<-$ybnq#35!z67h}n&Ajp-k>~$%9IG1%vWAObvO3}Bmpj3$9 z>d9>x;4MM|hPHqSpYpEB`SG-! znYzR=fSEYBtWc-XS8meh&acf!&xy$oC^IL~&mMN#IaN6?B$|{$sTODBON@W7UsoHv zyL&PaGRR!Y!w?@aDlnKQ3$|@aGqr>*hlW{ww^QVc@OfrvHtfVy4#SD9O-{I|bV0aL z#9|bfkm~66qRFH$4gzR!ASIoh-c_-hCAuny zo;{bgoEla^ueG%;kc56#fU+t2RZf!^|GQKCgeecL>CB>Aggp{OnUY#WW4;dhg}xmO zO|lCB3}!PejrI0;@WYcK^`;B`G726q{uH(Fx@|uXgt>Lk3Tb}CeRWbrhh|v+~IwNQpbTwIxCb_YA zoZUp4wBL_T=EVcz9TLYL9whU-3^>9Qpy*S#&9*yaxi@I=ur);v5d(wm*^Im2b*DSRT_}&+8a+-dw&@K!Y7uL=zCJ%p zP7=7h(HF*vRAa7Ovy5!6Iy12u2wLG^I7rV!)Pg3gTf|_B3K&{Q{Z2;n20m9fc0j2| z$MdwJa;@4%CBhH-b742z2p|G4U4I)fX-Bn1zImUuN>V&dH{H0$H|fNoDBTlI%cx)w z(>isj~PN)4`;?!?zvHvyJ~1H`twXCjbBp8Eh@hCgBYYqKQV8chcaaih#!|b(PjD~BejTU?nAS^j*?;vMyZet( znqul`n1fd!e`0p^Pq5#zXtdDPYtSC_29_Xwme|355wmmwYTH(r{qFpyYnDl&i<2li zdC0#=jHe8{UwuvzOeVEo{L%LNlbs&f{h(0(Fis4hjLU`KvDPs*>JddUKa@HyZOVtI z)^UU7KC}6caGd5t~l6=61N(PQZN zT~Eq+?tfI!smjKdxlF4cqdQjq6hNuOJQuP84D!wXr%68q|Vc$zY zhlU(kQ8W7$)rXTPngU?cNud3QeUq~eKXc7z8{U;N=DPm7{8jMtmbGo?9RQ1>4JIKb zp)UxGGTFLr9-e|8JBrYmBk>}A?a~bKVKw^>&e2Z)9J9ZEN#@MGmY-|iCU%FUidXHY z=b(6Ul-r}nish`pH2a_bInVjxnX;)I1RJF1d}U*u&()ZVxK(ri@1WPTI`tA}g50fs ziPg>Lu6jP_s3NnBDh{6Um`rI+FFD6HN zD%@OAZP3uWQF=kQdBvn0IDhbu>0BAEvU?aH)&IRjK$Tj1kMbeR!L&-Ve(~`E2uc}- zx9z{tYsBTJc-JfsPPNzk6UXA+Quy=qY165S42#npMaGn0`j7_}PVJ)kmo-(pTzQ2D z`e6|hn6?wxZ;x-}h7on-S!&0LsaO{AHro*YAFT2rYl*vbpnWF(20FhX04cCW8_;;} zQtYi=|FWw-a0>@ht!?j`sm>&7yaTHR*Q{c2PdW>CG2MwF$^kaG?$4sUjpID|hvIJM zgR-REE?hBLzAMTOS$(qm?s(%34>NavHc_$fpMnv#3eV!%#d_ps4T8ym&@Mmrw1e5V zT4tohJ=5!6x{Fr~Noaik^lp=@2?wi;DzR_tCg%_80{(K~C!a%$!4Uz?2Eke-4=ys*6`e#&LWK8gN?Y69LOOi! z3vjn?Cmi$}BD5Kj`e)qlb17c_NA>I2f%!(nj&&`VBiGO;XLi!>!|C$g3EMsciZ3kd zzyDEm7H&=VZ4}2u1w>Sko{~z6l;kX=go%{2h=8Ii>2ExxdQs&F-5UlCgL9_o0A$k@)Ii-K8L|m{*Zwv zRI!}G)xm`_z8^3Rs*nRZ{5&+d6qH)XPJmR7&;Qj?LZ9VW{Xk)r@p zSE#UKA5%drSA<4g0CZA?qjJRJSIlcny_Qp2B_TJWwb4j1az0^Z06DHGpnGEUEiVrE z09DF&+e;f(9(IeW_?HaMFVzZ3v#md=f5flk4_r{sW@zK9!lS7!ge_OpC`%JDk8@8Q)+0B(qYSl4Kz~pPM;`GFl4p zR}jcAiPqoU5tSAPYqL(lP0)MsS~SbM_RHHbG|?h&ehFeuE>4nL&(Xm4Qe+u^9NUzG z;_KTn$M74sAiK^slN+i(@wL3A1e>C4*pUKT%BV#58K=ATvHfOu!{=BP*xL2l*!tEg zmB(?zfPl?SWA@)H$@56)No(7gBiFAt<(JYHZ5mUdepYN~%dpV_dtA1SiP_f$QFQS~ zd^8uwC+RD!s}^$^vuD{f{sB)rdJM?nZ_}=$op2NAfGv3th0e^UTo1;iQDw=jl>tj{ z>r!dsZi+8V=OrdYroLYzQ18 zy?)P1KNBae$EY8tRaG6F+Ovw7uT=q$XwUhIp0+fanl6s8N~QSKZ2g@T(mj^ke&2C_ zD`IQZ^tY};`@7=bI&6{h)y@ZLF32?bQX9Uk2X8tIf8uwub@$uBksi`kF?NKok|i!l zo;OKau21Hwu5-Tue?LC1>@-K)68dM?DMsRfmBYX9eR*lZHVqkvYQsPw!*aipEH;oY zoYdb!F_X#ENRiBv4ceusKzsvt$v3IMoFm%1Xe6+sk=<3{vTP6jLqid?Rd~IX?Pa2v zoRdALR;xd>BIVd)vZi2WHbl8PSptE)*Lb#q9?V*#ui5{ZUZww7B!qHAr!acxtRw4@ zMbG#pQb$DWrX0N_UKj5WoZ0sQG2xvq(#I;Zd&$FM+L=Q}LLERjOG(Heh%|@BFPuIR zJrF>02gZ9VSC_}Qk+k=V4luh_M`Tt0JEGCTaz%za+BqJMOHTJJpG&SF!Qoo-n#&qq zG}Up5W|s@{J82aChluYl?S6)8aRR@=0(_=YynWSE?i{BZCjw=y!AlB4)s?{{>*IC*snX9~Qm%SeTGd(sWYJ-h)|#E+-=w(t z=jIvM7j?p`U{Tu-yx*?}(b)U30iqo=u}NSRRT0;~TmW5~*Rhs4J68Eyux0%N5B^5M z_K25^Nu1wMegST7t{;9OlNhLW^^o1JEkhe4l{XOrbaf3;NP4G_-SU{@<>EZHq=nYQ z&|*XpyNC|?gxamjI1ToRj9J9LlfX~Atg_uND=Z@ASLwR{%W9BlJ1|Pww2iKBw}PNW zT?mXKTeM5e=Yi^Yu}X#$e}365EA%9o5KF$^(LrC!X#EP!-#D$g)lfsusKSfiRl@&a53>?nlgjm^)J`lLq;;#=udp>r#VM5DYf8H3E%Sb?;A|>vcVS?5!`hzc{f3|q z2^F#yCTgIkisCbag9~nIZnJ|9V2(uLnU6ECQWXv)f3blJtsKwZ1hEF4sB~Ma*142_ zQ@yuXp5P#Cx9Ti;87Jtkk_nqa{>LEEso%_7WHnxl9CuREEpOWRNAToK49e=~9m$7p z$6EwaMJpFnJ}NI19%vqL#^W^v)%v*3Tq?-^SJA4vq;MIJ+c`Rpzfn@)d$CIblTtzx zdP6-B{^ZhE3t9-R4y5;&CiYGKb7ST_CgImV@VFKTHp2!J$k!;ZhGpAv5A1)GZR*rC zxo!1AQc+7Si2%0r`}gamw1lS$Yi)dYgVQ=8S7*tyLsM|HS?$Wt=GOzqJd7(s!S5Se zZ)xM8ALM^diP!M>Yev3P@!0_pXsO4kbwM0CA?3OOZI1k%m&)epWj{XII(iBNx|wg0 z!?SU}@Q>b6WPRvIk&Iu1CQ{{;pAEJww+>aWsFp{5k|Ru~R=XHeT4f($J1HUIcN;q^ z*v|e50qH2b!5QlxtKj1KxLNQCzQKUJ1of>VOY8h(qz%_Ykn>$(>BZW(1TpNF0!uw| z@|nvJRP$C$>5ka_2LH*0G@fNnbLZP-eVWxPsMpq}86A_z zs{tIOGkNhLdIbyeJ$tVyCH{bn8Cynws&^_~H9A?j<1^t#QQ2)VixN+G$k`7xX?tMg zHIY(I-5VvcenqlP(S!qFdPJL8(cp4EA(^VEk8PUYkCHjpf!Y3aRYtWK(mV82ywAoK8d+}z)PU#}e)-iOp{{tFg;(|0%7BsJYbOA_WB1h%`#(HP0%IG0 z{%QT>8_(Ti+pzA45|5QZjxe1zdM@aGtQ;81eVX=eefbdC6bISk??n&=@upOv$K$nm zZin9jP68e+QA{6P&b^eKKX1d)`5!}hWDuf-qwzz~hxc0sDj?&}zM>1oV~3%-sEjII zpL0g`*~2$)ABnVDwBtSnzGO4_y=$1bzjv@3fF^RrW7tAx*I(Dy*QJBf+{gH_3N8XG zbqILSYBC{PRfCrlbO}yt2n6&WSM9`3DIU(vhegOI<6+YWJz;>FJ2(Gn_?0Bo)rccQ z&l5m6i_zgvJjz+E_=yA6coRXUh|0fkagCuv{oS(`(8ItkXUm)vbO;aG;7^DH@dF$C zN1wO)Cq;r$ufZwW#Z&;=T{vBq;YGC1~g0mleB-q~&mEW^eE`lnD z!fTZDH(zEU&-+{V0QvXnZcR~T{FT=Q+XVOh)EHXH5K+ouzgf9Jk46d-o*mS)>sDyJ zP8(Qky|7`hsl1lT9Pv1DUO6xsh-=&YIBLGXe}bPp+Bj-?DSJxZCbHB@fTI&j{w29Y zr7VoRt|wGR_*fX#i)?lA-&L)(Xb@v{5c~}MYWkaO!ehm#QFqFGPr!R+S~EA}Sy1mn z;ZYx~UzU4ve@?MBV>PR87rUOw42dM{cQ!lNyBonox-sxxA3ibsKHf&`@o1CGHp5V$ zV>A`uNz^%X$ym~ME4e%b{UfZU-wi3bPVe? zO{hGL-l9VekE5ZlQV}yP&EBF`kR+fOJ+%(FDN;4ZzZ)F$cAqI#=bM;0UqF5JH+Z!!`b`u`wxhc4D&V;pztkwr zyL>$$(f6dV&Zcn*$#@9MzMJcEexi~%_H!|Is}>l;ofB{T;TP88`n86W&m`cI4KNXh zFtGj!b89LX>v%_0x|rfxt*^cDSl3CgoInpA1(sW3b*i6uOskKV{hQf*cRwV8=|V&0^*|_9f3I|XSbZYi(jrIk^x<~s#+|P58O}VnRR32Y z@C+@a$FcX8>1UY9)p0260<4?o{a-mxp9K|(C>TC&3^g!;@SdSDZHS=s6#ajEZK;31 z@6%6_UKF1YAzpmgSJnDZJer{Ov9`Wl+c>4ppsq#U! z`UUa+D&D8@S$3hyv@ewbtDV~L%P(hzqFtTlA$fdT5vMO^O1>2wL=Uzq**pt2wJZI| zEuR6W#`0@D6&qLBY1LV7mMY$RUEgFo82{Gs?+)leS=HMTF?T{Zw#jh=xH$~C*EVot z*4MGP<&I7B?%lW@VL?%6>A}e~b%C+%UG@G2Gtc9iGZ&!Ql%d9iuH*6er*dmPJS48s zCi)0Ok8YXckd8A&b!!;*1Fpg^?ZwUm0QMv!~-QZJ0%w&hw={Y~&y3dQ8H z<=UMuxmDdF<9m&ALyz@SMbu|mT77h3WMe7g!p}Q)!%t|w?c{P2I0BVQsM$K!`hm2E zYZzY#HszFsp1`b_1)ubW^lDM?WpmTX=}>xQB`CJP)bm@sqzH+KBq*=B7jyEu-G! z3n{Z($=EvOwb+>`Wv|K-6U$@^@i5K)O1^Ge85h1^Q)3~jrG3EtlV4$6goQ7J%udgL zPCw)-hH87;xZH(3+#jI`4A-p$|q$zK~lXuEghW|J7(*z|n@s5z{*byzU<0 z&LkJ}$xTd`j@*hppQ9+OFEH1W_qs)7K9LL`T&`W+S);v#ujbeNxh7up7c9r2=RT-LiO$18@v%{IoMYCbBD_+|P( z$qRG7aXyv5^IKH`JcIe<`mNi^9q7%qHDco7Z81|ALB~u#=@TOzOEb^YoWQbEK;7Wk+my5fTu-0&y+(xZ!HI*DSXIdt1UZtJ# zdb|SYf0;S$meQUQ_hTle4+gV?cJ zqz1h}s%YLffFp23QYc|x^e^Ame#pS1ZabOlDI7EAP8ixb$_yn+J8G>|Sm&o7ttrQN z$s?LLR1B?)r`McRy{fAI`qi{=_>r<{Jl2U)DAVUW27d2Eyvb#&w~we~SPaz*bu0@A zQwdgVu!yYva(VT8@k=#^5kqT_QYMvwa6|o53&_&1Dlp3SwfI2E%R;gHm`G~s-ho!y$U4l50OUNA5fAeQZi?k?! z%&?He`27LakqcjJ$`=nb4aVDT?Y7@R!K-1pV+#$@Md z7dL?a=+g7BRvezeCKzgwyJZ@pU8#vv<1s*Mv8YDV(@pNN;&vURj?PY#vHNXW;gB}d z^pF>cYdv8P$3w&&x|mOD{?ZtNbMr=4#b@l z3y5j_I)kk77jXK~AZsbpvkwecB`_S(;Nt;tc+!u>Ccm)|E?e%t>|7_~`G&?1{@%OJ zz__pnR+l>l+Gu=wCC=Rfos(;ya}6iYTx{9^%oWX|E-XXa&rU7AySuW?vL2g`vYIcg zCQ1RVP)?xj=l1UV>XkB{Y1JjICSKOuWW7>ynPC|@W7EZ>R)KgvYvcjFkPVsJ-@?Hf z!OsOpTouV=6r@>H{rHc8H)E&5bpd-*=Uii0+>FfIFbU!c1}ewncl$zsHGS>zB^b&sH0dL;oB8U!SpnaS z0QivqC@@SSzz?ONoRR?_(0V9{_*z>OO;}`J4nC}`!1nfNLlM@6k}GXx>oTPeRn*;g6vj)> zTtESw0wq;h{7Jl2s36~RD8u72ZqN?U-qTA`eoH+2+F};Cu+otDn3MWa?DE-fcZZl9 zD<0?HGdRF*ZkNf+-^93%j6(-Lhju%Yr8}Q4+YEj%oth}npR0t-jXX2czg7|2XO=CR z(9DCwep7JRWR;pCV!Y;OmsmFHuXBdM=?l@s5Sc##>SxeB{ERZ{(SD-ZQ(6k$W`l$i zkP!-1i)U|m0t9$w+A~9LG9T1Bt^l9OnqwK=e5Dgp@4)b(>gRCeS?A$0qyBlcY%l7V z{ty(WRNdaE%2gQ`ebhwKq5?u-T>8}opoLfa;OSL84?2I59hoMVN(%PJ)+xRqBzF1q zsa{`_KTLyAUu5Xz85;^U3*ETe=dk{`vPO@v7ZnEB*yD&RoOb%Ipg8ck_?c|NV4xj_ z{S+yzK}d8Uq^2 zi9CHA;J2hr$k6-49{P-etF#v+2VWWqVK#+2&)8yCbe%YhlDq{VOC)u4%wqZ59Z6iQ z5L-9*jxis-1w$;iN1EN4pPj(6-AI2ig1Xx|NIzaEJ!)uEZ}T022XKbD+FRQxXjZB_{n*hsvYk@)G1x;@1*V1Z z+(-KNPLu36Y+U!}N`>_wN0s?+c#o!CUz``__BBrncA_~JZvih~jx4QfS&ZpP`QzwQ z7YKBuS2^3$ZqY_JtRVmI1b^y0X7y}J`6obvR2{nPv8l!q(E24z!DZpfB%XdY?qV{N z%v2GWqI>95FWvCb#kVfQw$CE~fcRJqmfJVKP^n$i5p>)=9E@Ib{+P!R(Iu z6de8#%za9l@lUx-ti~zF?n}qDUI`I#1e8HCa4d8UqXT+7xKl#&JMI4Zk zN-;fc%>CNBm|I2g^EfMyqK(i!Hh~~q>s!(Z|5L&-KB|bY?=(~$SI&iWlKi#kj$$sU zsvH2FmF_Kl=hJD6SS+|QV5@}XpNo+_CqFwR= z>#QP$U63~?RaNAR(_x#;`$$qa>TYi^qrXj~+PNLe=x`d>M&oKG%N$MgYx%iG@!(I_ z0J}*jIx!erL=`0zx++>)J4>F8E?%Hp-{Ub6VoHAJ5w-CdE+tf@xBRS${MB8y_V+33 z(NO{ZPly~vrRr%#)|PUnBd5Kc?{ZBX+IJ@L$e&~|p<@8IlS9@K-j2PP{GzZa`0{&w zwWv!zbdLN^VkG|n(-oik%ss7_A8hyLXd*C$-|iR-LANf}W_>OG;`%D3N$;!uIRN*% zt<8~!@^FKK5W7`_b<%14nT58?dOTux#5L<%;rq5+FPDyH58}C_@{;NadlxGKmNAHM ze_UdBCZLnf3~VK%@TW~%T67`Yb?kq9qW69OMJOL659lvCNikK!fuohBzuG|zh?NB& zlcc!SfJ5iJX=60$yrnJE=j_pKhNOQ9_N4c4uqW{s^TnF@S5^87MRz_PT9;%>NBO!v zJLm0Kh}B~?&Jg!&KV}5<*UAB6DA=#=m!MRT|9SrR4VN511#Gz^z{p?;ET5e0Lqt{T z`5&Y$2oXl&BuUPsR7IKp7)C(KqT+}5s)5%Iin`gw)h%CMw#?pvEr(9- zUvqj;7Nd){q4rS)iKb661qOV*w{p}+JO#S%l1{!c5=82nwTV1>qmm4bP2qz;wprBO zRQ#KuOBy4Wq|4C(2XD;g@Aley$06HQj zmvJ9l2RCSg@8X+68TiriVmODizh5g!aVE61UUJsR-7cf%s(MnX-zN3P-?X%#h~LdM z>6OK=3F}04p(`L()$AL=zDun-{lw_ly9Bpy+}LmL$0h(G*#&rSN(EJ;F!aibj%s>k1xm}!?1(9Xw6Wwi;jFl`+CQ`nx=Qvo zBI)Hvxb4L_OK<L^qivDzaT! zBqSL*`Mw6FQ(F35L(Bs47U2|*Y{^5NK(zc#TLdH8bWd@^irM6N2tYAD)&Gy7dpR#k z=5Q06$vrYf^(^`rYs*3^U9y&xd~%P`m1MB1#ecM_E+TPP_8D8Ug_?1 zH18aEse%7!bNu&CZD;#SHS7j<&Fe9#nXIh%6YNvViKo4lUmFyKGiXBvsZMT9345U-73;^( zGujL!K-v*O3kk)~OE!a&&T^)EB_HtVa;Vbr-R1p4NqTRny{E-SAp%E_w7|LYn2^`R zhiG`RlZ%LJMf5b3J|C(dgo&P*>JdcS6)1^$Gb@xYB~D!@!4%c(SpqDtAiEv zn^WqK6S|E}Q>0y|$-E_HuY8*S%i_=@?Ba1}CcSR-T4O?ohxlC8DZRoRO%~++5%4C| z;V60ruA46PD|zn=wblHjb;-2Hr8S0ME?RqRpW-8XmO3oIA@LPgq~4hoeBNbJRSCMK zTp*QD^kUrn-^=fphwsq&WHwxxuc5rRv*6{Xrpt|j%lpl@iI1sj+w@8Zv<%h2UlExjwd^<_Bpz%t$1>Sg@Wj-!3Po5zPRXm-D^OOX)z z{?Wsbr>8a_NfLy0a|wh_vqaK+A!-A#D6kTK`h@y~n9|9_HSsE)LG-VsvpU}U6w?hhT2K1~>2GZE z0s0J;J`_PGCT)6I-y)AJd9c1Jc+*;o#*GZ|##MvbqmS6PkzC}Bysfe-8}|uEcNxWb zAmLuOtCI^Zpcg(GqR{wNcR%wR^yly6g?TVDI&&|Ya=ENzC+tonSK}}Il}@7hNtV7e zqctceO}Z%g6p~S%X+Qo4_dw`OXJ+lITZq|5Zq)0KH=pt4%tsHaH`9C*{sb^~k+?0K z7H*~KjotG+9VnhVkU1JwK26edGNTHQ`%E8iAe50mWe5EZ{@V0LSkdB&Sfu{lOA2HR zbYGsM`$t5KOL16vQLvHAx1l9vgRkWWFIB{`1l0?jHZ=;+vkLlu@n3n3VN#6X{mSXx zt|ZNaBba9u;cOwzk*@{z!}VK}vB5)zL(UBgXb`B+y$Rx{2IL-?y!$8~6exQ7eG&ZJ zvcB0Z#4W`t4Mb+V=tb4H|CT6F1ac^VV`NV>?N3rHbQ>~PG6K-SDZDf|FGd*@<<@se zcPTk5$wh$D-O;R~TXs!cGmO8u4PEM{MwDcAK?Y(MSJEW&Q;^yKz3YJAv43*x zV$02e{RJ-RGp$|e!aq`{INSrSHOMC}2%{?#!8P{kJ6twvu^S>$JEm-f9Bg3UC+ta3 z_PL$gH!YoOBEnPW1ae=xM{H!B8b7OjAU<5?M>D46TAW3s8ikkWN`5sBR0E%9(v2I4 zIX_^>y;ivf=yfQgTa2$camQ^YJDIRK-&DX8JD5^Q#}wZ(YjvV!*!k*Ne^pOxzbt?5 zhiPzmZxCxo^FZeeD?QkWl}obJwlCa0TQ1Xj18h_p0F<`DO50vmio`*$)*J54;mxcs zi07)lq4S{-cM?UzXu+N$BJcl5zdMV-Xyp>R zVsj-~m_4V}?T2g|ZtSAxK^H)GB7Hp#SBgnh`~PD91?oSJ9XWpJ?|CpWoQ#+8nc zJA1(PaK|sSX|NaWUP7Rguo?qk-jcZKQc3nFkZi83mwWr=IFyGhxE?6_9Wsu2pCr){ z5&Xm4|PUno?vjJp+ zSke|vSf%~-s4LQB#tklOHKKh$5l5+XT>gsH9hi+IvlXLep#4LOOJ*NVR?-^TMJ%OemT^c7$iHU5j`d z0_daz7olte)*DDs!f9Ye>gS2OTk;Wsv1-Iglafg4Q(Vh4dpA4N#1RkRhaX(Py?hPh z=p|B%lZdVnb>L{8|IbiDN?;`uLsEKnW~HW8_9w0eOi&k&ixlQqr%7#Py% z0QM|TysKsn$@e|}l+F~0l?y+kd$Gn*|>rreD42 zP{9Zi9JsPXheR@ihth+rX3UDZ5A2gBIhRDq%W8V=0WSf6Hx4#2yaNwJ)Ud-1r*3jv z+>w>Zm-XPKSk;2!-Bl=gSsPb(0j1?Gj$OHK#sKTaP)a??*PyY<{GfkYYntaQRI zByAi#*udO$=0;`Zwkp&cG3Gv^Gl7m^V6t}sr-v=vaFyrM%>H$MeQE>cvnLtzlPuf0 zAE5FSftGr&sQh!=5ClgJNp=!!)>~xPSwigy0Nh-Lbs7tL{lMO^WjdPD2N60uM@w0B z_=kvry=hV7J?jnBa37vYDK+ZSoM|P6+-VUV_ss>VYml=^akyz$pQrY>P83a_E8a}3 zD#<%W9aLx#CCURRcOoQkH!KupTTEC487?qNF@<`$O-3<)9*9)p8$XNX40;23|H$~l{)EM_q z`}~*bMF^ywg@!0(&8PwNu$D!dTHBPIYIjub!rU1Deck*b^Vk}rqp4b-dd|_zESa@4 z>=Hb2tNTuzw_m5%j5IKc(fsTjzM2~T^P$h;?5P|cCc63`!(xt=s))2wX18gYgi6cJ zL)B9adN&n^GZSC!8_Ql)I%i1fF38sUjBtt@3>tL9&FUs|q&da-LSM?(HVB@*$?1ah zhPuR$Q8g+Af@!+>*k;W}iwx{g21g%$3lS~>=CUA#(NZ;o z<2gFXoAhUGXe~WQ1p2ty$XE#ex@CrT*cc?W*5j#o!?v1NrG3S4t;=X4J@n^kV3mZA zZo>O+iNh$5>j65GfuG{!nbffLcE?7PBek&R+&K9^hkUv;HY~G-LJ?jClByeH@03t4 zm?xosWjEN=lc>@Y-7#~%`&|>9DT-t2^`Bu&!dq5b%A`62!3xnCdI`?={7l@cnWxD6 zK*p}uU}t1$s#U%uKIcKGgJ-ivtsr&eq-b6c)n;Gs&eK89FgRR4$~f{5y%VTjF+@n~ zoL9t!WuL*Jt)$#<#Vd>w#t=dtov(|L#lvnoE6n`R{e;MooBUqXQm+Kj`%Hg;gX~I= zR839sdO9l^7Sj%q(hN%Vzi697pgj71N(KU&l3&e1b$r*gb@7>=R5kb$ubP8=tD2mc z&9Gx*5xG*_f>h3L%~{CF(KWG4Sq{ir;yifeDhZBKqYu6knH|c;@SY;kD4&xVe9sUP z1KS)7tp9ni;(nxtdMC5cLhnNh-ROSSXR67akBdu;M$3Om$L8k1_7;d}C9G;<%4L_-p+sF$nuCI;Rt1LbT_R9RL z^5Kwu$%b7WK;ANHX`IZ}Ons}#Rw%`re|BytRJy3!4wtR|_`Pug+mj0oWe98aiFe;C zCd&L~&Uvg@$_y`kaV80zlTm^S#tBThp-ZLfdG1a6?<);V1_*ciR$xo4{6X`Rre^7U&?t{g%0D} z@SOgr{A%W_>Pv_de<;#+b~6AfDz(o=7mQ9_p_-Q5Mk28HJ-+yexU_7=@9FUhqSUzG??=|R_> z<$Jeg6I&C4Ig$ycoilp%#_(iM-oE;XjQuH#jPdZFo*tQq=Z6oLyc%><-}-tyU)u?y zheuuhNWlv&uZ~OUiV;j38;{vHX;;am1yr3;L|nl8NyGCley?>DkJDyH(V%bEtjeKT z^zZ$F+@Euoub!S>ur?srbb#pJY7Hsq@l$5cCXh$(42r>XBYC{>UII*dZuJ_PW84BL zcu*;gqe>9G2dhu&_r>Af+gKLZwA`T`Rs6f!smW2ZlUGwE=hq97jDYNSns@7JB0;Cv zG|<|ckw2VE#=}F@FkN{Iv;sGb|)iB8do2&vB5 z-v?Ta$fR5Ael1ZAt4fR&_oMze`0yXYh2`<(gF`oSm%y|iO&0-`;vj8|Z!T+p9c2ZH zJ}vhK+z&&h9ESZSjA*8V$IO>N$yIZ2!|s(QV!{BM86occ^S&z9J6HNpjlR?xE6!~P z6?P^&fik}|;{%)0<>hA6?{tDb;Ycm3HPt*UD6~@*uoUsJs-QL70UHA<3KEhP8k6iU zzxv)YOZpIYi8i3@a;It}wPf{6J!-rWd@W$;5W_U^3^c;F9je(95WpMi%Ay|>>}xgh zd)P}=-ATI^u6E1hFLz`^(&hct3lXsg7JJ*+o7UU`z*Z#GPxnN8Sj51>7 ztZmC+v8jeS0y<;cX;(^%c9#sGm+PsCc2a5=E!us(?{3%M4b|o~9YCpd8l?$6+_z5l z2R<$BB)neDN=XY4=l5JGIm0w^gl$ z5oeAkqC*o7!_D_g{KFDKfTR@3c~HJ^9R9?rP9nNbNj3W0Jq71$gzQJ_BYl^(B!*I zgYT5+@hu{RJH$0YN7}6@UxF=*>uMWt$qdUG65?tHc`<=d`4sgy$}DERfKMAZTuQcC z?9Q%u=xi;^5(rj&xK6YWr(8xE+7!Gg`P#c7_Ah0`Jd|T^qW84ycHjd|>4EV`ZkMne zSd*g^w)WzJ{~ou}%U}iZd_qZrL`WcB?`HpkNaD(#UEm#FcEkF^t??H25b=`P*&R0~ zjd5sImseXN`IrH09^IjSd(4iUjXR!j-Nt9$(v?U}?YR5oHKRVOq&1R6?*JpL$0#rk(QB{CYHA8ekJY612mY zq4*{b_k@xa#$@H+r5kgP@TaOy#T_>9ibox1?T8Y%fRTZ%3BQxO!-U3FSqsj)%5}e8 z`LNE(nhrTFfY5cNGWe|vYjtvS?y>1f&2T?7vb}MimhQg@`&t>IU2aJ(d2J}S--~sW z0)ETQ0IdVLkN<3scRXT8bJ9&Xsq)!HPJ{p(ZA2|R&bga2;daoqwy9bSIz53@BH8R% zXtHYv__o^M`O_}lsCGWDPRqyhSG>kjq>0Vo08)gQk`o?2Gf$f>vka+vQX+wxT*`-- zFH6JZu+fcr*l)fYXqXVsN=k#$b}aCTn36?1mc?z?*UTaDLFV3wT;#I%Mv^vA=O9~J zw~2gI`5%Laiw+5SqsE)0tN8fzIqQ;#2c4(}4GvJ{6O%i%tex6(IT3`hM)`bLQyell z5+&@RSlP%JBZr9)VSkYyP3PCO?!+IhF`S*N+_ZA`kiOYPsM<`rF78=?822Ghsv&=r z{9(Ew9&P(iEVj3C!b3hqphx^`LhA~A^criur9(5Nq30@kxroOCj$IfYwESD|tcaS7 zH>5fISjxT8%*b*yvDqjzw$WI8ojl8LL>pB0K7?_h&v8|c9OyB(rSn8R)-aED;=MtSx0%KOKs-3dVxL!YSSSf|QA zRJ5mwO(bml)6itJy9uUmHzX4WnT|H2H;_rT!X4mwd57mwTo@ z3H3W1X@EgcOJ!@Eza%VMJ+H^?Z3fpbNOr#NP*!q#&{#8p3zDikV@+$;4aEav&9e$6 zcScznRm6oPs-$h(&RojLY=k`%0xaGgu4Xc`JN$Tu^qg;4-N73JdBVD89kT?8<#voX zBq1j95VfMao$h6=iI+sfeYc=s%?W835MvEW0c`KKp)hpj{HDy?4c&|LV$O0T%{6k_ zNyOKO2c4()jgri%<~18Yrpj4k;5I9f1~2h-VIP`&^Qvrvaqt53!IrTcC$-5-J%Szs zd6THUV;?0O{hfWJI2hBj*wSy1?5EAI#|y+9P^xT(|6@=QT-%EQ)GB_1Q8m4PlLgu< zP0)jH<|;&9{ayU5%)sjXhHQvm>*5o2qzch)H{}c-HNxZ8KwjxeRB?3Se+*w$7KcA4 z_)L-5{2fmB6~SIEjCyAUs;p3}IHO4p4!h6p0v{)7LhqZFvfhguAa9);(hDtDX;mpW zCNKZHVraB_wC9tcoz@9tuN8?6z_mp7Tx-OQo<{U%91N)4=>}YYA^xSq>2qj}eI7uL z6oCdeBhj1tAI+^{cU%A3BN_z-@N-|9wi2&UCTLi-=v_ExJ0vgteL#p~uz__GUQ%-Rww^o9 zco6LS9|LNten%I-Y|Ug0y6t3YvX~`2_>c>iJohLfp2Ew$Ja8a^xunP`{qg^ap~F>1 zxq+IQ+iO>aABfM6l%4P^mXL4ts54;%8sTHsJClp~qS?3UVc8N)EGbhLa$CC?CE1fL zmEpJR5@7tOH4(HAb&-xGnNC&dIojP%e0R-5@9SF00OqjL4xiS;17Y4M?h&YRKGywm zjb-FK|Jqs2Kfj79&a!4ueB_Atv@bt#B zG93Hoqr2JY@Z1{`Zmym4E`C*ASh+pk_GJ%}@l#Q%_|TCJ(^lHlj_)7q*^e><2ktGx zYp%!QIlx;PE6^~Wf7aOiz9q(HiGTZU5;Q-OP1XUuq=o$^pY2w{!FT`s)RMG z>|kja<-yaFSy1!NQEt3>VncbK9ga!qZqDLGr-IjxzP#7LUoZ(Ka?;F?=ECvk7m@ym!nG9GqN7OwOT427s}QZ7?&~ zF_g8fLb`ImMR_@^5A1j0p&AK-1L!R0Ja~*?oj2SkuWZu#sUU@7*{i7?au32tE-%vB z0SBs(m*cA1_+M!>w!J8dd-l7qWlHmNPyTwKyiZ;372o?h$f}}snVdrNja_i^7mDc^ zxCsFnh%`11$_cNj6iFZ-utWahn?E|a;?IOF+M^5jVZj~ z1B|}gDfXi`sV9^;l^Iys{{&wrb_Z_L6zVa>9yL88?WjKStS|VdsLI-g79RlLavn{tbNScQ zS<+j6^FM~AHpFVdOv_Ri=5O8B+lqNh8;v0JNSwjVb;I;Xf z3kURlJpGvC4oH1d#3ikyLX+sp<*+x-$B7Uo)>qi?pN-Z$mQ-x#KHK`E9HRW;$=Z%` z{I>x>9cXe&btI*K^9rQ;joH8n0}q~LzJ}RrR}AunVMzK^q%wO9(T;&mb>X^ zS>C0)9z>zdKO*h&oVk~`Dgv^~%0fn++E#AOx9E9nq)Njqxe70u-8<3LTce7L9lTBM zRxb22aXjNx+;iYlNX!e$*xPZ-hr>0PzWsDF0(6CnBUq!OE~iPTi?(_%44fea!~yBu z&)CR!QwrF}gegZ3VZX0QR=#DA%g;}=*sx@blP^_O$)8`?dHX@Udf}n6$|u%_P4KnD zA$_5!e{)s`D7M6sQC5#N8#Q{UhsT+_mP6;$T^j`rz6)%TfX_7FO?&W;{8@&%? zv}{+|gL%oF>iq-okG5`JN^y~gqqE}NkU;y5BZtRBL6{!!4NU?H*8+)@n+_=-_*17V zkj4HgWG6RdiCB^Qd4Vr6^!;g9TG^%46t1_^ja*uNKss1?-MDM>^<0Q6Is4NA2e*0M zN#<$lW`Iq3?%Iy^@FRn+_YL+`W%E|+ZzsG9wKCHXA?)s_&HaP47mAB}Uw7o1Oo(B1 z+?<7%S(I<6hh|S}mfOK>t(%Ie-VvQQP%On?+-^TUNhucoM@f!dk~aXxsoGqI6unga zqg7iM8K5D!2gpM$!*_$MqjA`1jyj4@kZVQ{RA4vf;|{gQZZ4TBIBFW5Y4^wWww1Gc zk=bT`b_Jxi&#V5i?xUWO9|Prn)$55GU?;st?xJI6pwmZDw19jM$O3ORc$v!wvRTo( zWL1}^D({zhBz;}Nj+XH+3H;O&jb7_06nU^ManC(Er8cx-UmYn?cjyZ^$scRE=31IH^f^m0gtL$M zbnJ!1UG0H02dG;cINqQ#^40ng;b>ct!|OSo#|3=! zdgz`Q@|2Sh7S+P7lw%f`CajF?w<@lny&})~UtY48KeBvol(Xg6qMQSx-->$5E5tf+ zdQv=+G68om{jVR=6MZt_nhgS#7F&&x8ITA&+&WI@$OA?^T!LpT1_e5Zc{qBW(K6lTVXIX~88YmK0a%E1zf_;l@iN z(t2PX!SRY_ZQ&(XgrwIQwRU7}!`$1F$-=LGa`)x}JD1o9bto|57{yr(*5qaF8Ax)+2%UNW-hZ^zy1D$JwA_p-kfswtQzETBT2KnXJUi0i|ffp;)iJ^ElGHCCoGA*Eart}vFVg(7z zXkrNzTe8&2hcWySX;@W{Z=Q+v4dAu9y|S@3@OgjunTOGTM~r#^O7p*Y4h5t13d*8QHf(L0dU7>2ZtM_-NhmG?ZcV!1nOgbpN zGOXKo`)48&*BVh{_gFR0(ak~r3pN`xXbOzt+$?{LD)9~i^7@z_SR}8DWlB(N&(HpM zKt6*t@!ff&H=JZT;8y~Y+5ET(71lmlgCgK`VzjmxYJ(Z*rZ!q|mEOJQ$xa?mR_uE* z#5ac6Dagcvqck$rLK>P*?+jVXy381?R7vn?ne}6D1>at=D{CbutXhr&0UIX4H?LnH zAubira|>|Zz?xw@7+CLDrlD3%SDkv!KBj;4F3n37K)Phb8iVE@1(JV@Hop2=>M`yK zT%+eQbKlxi!|n(TSaj-7Kwei{^QzNgCjyva0~FkOkh<5?qa z-W9w2^Q~*&4>d#1;lg}yZq2&5lcWfQ{Iun|R;T6^bPq-LictU_8H0o#Q|KR+&IFIMf*B?2^i3kqQfvG0q3B1AYrDPI z<|u!|ImrqtIv^do>iTiYi*Zdo*fHC%Jl&?AxeCTHrrSS`>nsUZ8|ZM(vmD~Hsak2` z?W1(Jp&Q)G{tTm#%tvw2r!!qUL(BDTn=~21W-^k4E$AA-kXA7D`fU@cO~g&IXZB2O z6MIBH!^&W{UeR8L^(T>(q_t?`r-`ja^1e4Lo>wcDsja@+ zEccpCkE#23x&UQ+=M#1v!{oyRTKh5d*pSHcnAUY5?~g+K4?%)C~3AdX6_31<=dqh5S6d4IT%9g6?*3t8)iD(KYHWg-i@4lnF}{8+I% zAU?urFy!@N@esOT}^%0iM zCBDABu+7@GlaNZ{os0MwcMd}`i5zpVnR%F!GJ@}S{lbw;&mB*vP;N}7JTgq;vb2!U zYA7YH)eL=W#}=+$gk^?bdm=|DD>Eg*+rMP=#XPCAI>(t2aGT>8LpwQ;eH=z4lU&+f zLq|N7N}?paj>k2r;eAdp4ob4`lT(sOCGDFc#mvGu+nJ)}95bd-Fn96~g0Kh%r3Cdp zYFsU#_k{)m$Qz#OJ$ep$9Dze9*pain)x~T`hJHQDG#tJJNLp)tMiD5jlR!$}IkKo; z3r|fX41nK6oN9`un~^PBn)Yq$#QhOs{AxD=cKftYi|KtG{7{UFV8&;E0MBI+?RM#I zG?vASA}e&5!a{YcNRuBFN(kBwvF7aDH5li&@irSW7@+l>h*~09y~oo%Cfk`3OW~NW zyT0tj;cu(4hcyQN?#{`W9SJwyX^+(X)eu#?^Ht}Kq#BbB9m&9)1^5s3y9~qg=@XMh zYHrzp#DxX96u0Z&PHYU}EgVJyRO)j~#|0(%0yMW`-$$ztt4Hw*1O2H+ZS*QRR`N3FPD>*-DvSjf zai0D8aKSmhSY-}auqYJuJi5D+rTBiHT4xSDp+g@K5H@?-@*!;q=d-7D=X+S=zrA&h=C;WoEh`?Sz8eV~Rw4#^dJx?%CNi1Yt zlWEMX`&jd+teYn?Obn2eYny4J25kv-Nlo~5mSJMB*BbSYY=~+STa4&F zw#3G0CV?S+B?Q+eBej?NYF;7f73iXUw0pgrYkHXFWMMHqu&X8V|5Y#-{cFa-CgooV zw8TtBZ{GyKLB=Va^o&m*+H;#*ux)J$zu<=C0XW%23>|&lnk^K0}O z5ir-fQ`d*%^G1MYJfuh_-V~Mriu|qaus-vgQd3gq^d&P{yrizxW<7$FA)8^>$nWP= z7S^4ulWk%J%sW7PrDq9pDRk%^`mk<*D5(_fVWx9I#ot0rv3qx?LB1QjQ#c~)8bQ+O zCx6Y@=eS~nrmU8lc4}_h?#313gmgsz3#{kTsxplhp|qd+A>wYB5(!k+$cv2+tQ8UCBJIO*$;-@em$Sx#73n`t7N zEiI%%f(vt#TZXy>Z)u%r$-g{n^3EDd0dEU zvG$f+vcV^hvFFIl>=}R+GvT}}-56MEad$IxyE!WU8c<+^ zT9BbuEDt%gy9tlu;a{kIi~Ry6+cwOyukKC&FC4oO=!Kx)yDTqAUq6$E#w8I?P5W0I z@m%tOdaN2}3l@~O>FF{?_w;N5ojppnog{eMr`w9oN3X{jsPf;xxbUsxteP$0<&l@9 z!4K&H%>&+jsr5~tS5`mo4t6)N#hqS;K&h)GY0edNA`0pcF*!OzjY3>_`!^TRyudsa z0F)$GM*ygPV)Ka!O6wP26p)qiH9YvN2@*r!)MDkvX>RFzO8tu+JB%T6-Aim~yv#4n zz}p#dvaow$rVwIZr9HpT0^eIrH}W}l0*YT$KX2V>X1a)u5+|#y*}q=F6Re``R@fJ0 z@nig$nFf1dMN-cDy#a2KwB!?mq0NXC_OTaW?=8jSS=sm~tFl={Rs`+?i4Wl8)tf5m zrI*|PXk-;Qi|``493X1~k+uBXGswgI$@%?}Yc1;3j9ggY(v0;+9Y|tgm<)A0o2WXw zNY%p+1cN`60p-FB>s+JqfLBKW#mzY7S=Pu6)&ncAGIz{Om{e@>M#SYRg2q7hu_GVWy3xKBnwG8b+w7A<17xV>DSk!wA7x|JS`gE5nVZyPM};Sb1C%a zRQ(<^FWReqE$)?Ao-WjtMp`wY>NZP)`*zGAaQ zP}L=Oq_I2PUAJ8ZA6MSJj%*i;8lpdP^3gK zvCgg79egEYWT5PWq?dwUH}F0rz%_yNbUD7AVf2i&^IjS)^`r=GBrh4(dtA+qd%Dxt zyNVjw@l5a5Tq(;bazxK-1(bF+9tWksyKCwmZ#_l-EmvG0{A4#KaJ|#*>d-v?UG^hH zyOV%NgS+8EW(vz$xB{D{@~lStWi?wktL`%8WNAHH4+&pQ>AR7h4k{o;gBN6LLnn=E ziriW16JqbUevT;`I>yRy{PB8SEEt6Jw-*N?9*;zVKvhwRI6WD?q9ISF#4Wu`X{yay zs$;EC;@U8&>OZ>l_n}m)FBMAs^ZYF7iDsk|DLaQhL#(5)xIg%JxAFd1pU=w(qu&7M z)%uKZUDOuLY(KAh`NZ7Q2`jKQmlN_O*j6x2~EHWJpMj4>~X{|M5=;4+bH=*qXIm8ZAN>lhPPqH zsAiP5CC@ga=H2FggC_x)A%l<{W#4JMDz75#o!ygBz3V6HxXh(lZkLSBlj32h%4TOi zMG*rt124v0L8>)I@QSbIc3Aw$e>(w3RadQT~Pw`V$O88m)%B*ct+^Qwu8>?pQ zriF#ok)uuu%_`en-VnEQMY@@j1q3+cY=0xbrP4{N833p9FAKER;dQKsWJyd(hC}if zFUX#{S5$<6ZEucs`Wz;qyvA}PAIatn|qS8L10j6DD@X?tL zKEfsbCY2*r%^x?KaS^_+XyM*}axSMG$AFO=;8ViEGg0hwW*ButF<cA6bMrrr(0qSB+PnVm-@o|Hs`0L*E}m1$QrDJemq1Y8CS75aMj#5- zUK{{LTSjCqG%vhv?(rV(m-{eEEj{0e?paN-Z_j*Xn877>PxebHA*AaU7Nr3;9qT*@ z%^h78ZbhQ;APXGwG-zERIPZ8K)>DLzT<7^-*8P;cY(~`YvDEY%#u(RG&O|lcnie&_ zKhi3p3nkulR7_vai9lpL%noh4%$$YA$uG#_KCm`7*I|hIMM=uFCt*EI%s4z75*h2c_m87~(e=G>?#{Wc zOtL`0Yt<$tYRoy2?zcSnNepw*6*gKUSMuar-ppXoB8 zUx!X9?zR?>_7F|VlCm>oPAyI4vQAP@hMzKcg)~9-1)~(FFsv6dNag3$1on-v1unQ8 zU}S4nQITTxZkPD>ckM^Ns?goQw^TN!O+OEY?t;Z{Kiw0OYn<)8d-?tzJ7#t4!>)EE z-WWK0$#jH8m|)K2n3AZ3u><+S6;HZsMp)~S^ng}qhYzg49LoPBHt)SUvy%9=sp&*A zGN@wt?e8v)^zAJV%Z0m8a|hMbHLY^(u0krisn#UQqr+QMW85)t={QrN7r0-g)s+oh zxD{5R07#n%lA{IEtOh5(n+e&B7xtPWQ_!p%oBeV=f6Kwo{(vkBnydm_cD;H%UUxUy zV$xSCJ+^!c_1NSo?KgOW5qm)H;NkCdPMv8kJ%90g^pwj^_HwuhK*ydxPBZk|y1I3h z;S>rw4wdV|{`A>+I|eKm-`fOPdo2;Y@X8e@5BZYZvia)N%wJ1T-cIqrcl=M}hyS!q zHO^$!d_YP$qME8Y+UQc}9Z?OAeJ2mCCQT!Ji7aQmHo#evQuiyc*5`4Cej+MUe6My3 zoWHWe22{FLQCF#GLTQhD_MP!ZzzBR2r-AnHG3V@UGe3vJyZCt$y zPvXi*i7BPS2xU7Ru&Y7TFrH-Hf{bj|rRN;zMehyCVPA4cQ6*QM_BcEl1TD^P&>5;r zfMSS8Dy<`_0`f@*zhGaL7<8E%7|GikW=wsP8rR5;1kRuCeW;S$Hi$1ee9j8B%4(}q zDdnNnI7U5_?`ml}o2+R7%Y2*}T>D|PFP||apK?2|sMxozGQJnZn56)JBD&lAsTT9gtR6EtVtKGmu+%TIISZ5PkCy3BrDMOt8- z8mf?`mLolm35b$QJ;IAwp@UgJHfGe%5K$x7TP6gQR>!->`XuT{5) zEq{-!rjPY8rgytC=n{+W{0R$-L%}|RS&J^s^#GNM-$R?ArXN&5N35u~z1{TG#w3An zVX~K-Lue|;xSe+c6EtG;UH)$Zk3nZWhG=_RBO%A0&AJonywoXfP`$USR@fcq^ZcMb z#NghMEXFiBC(56A$1yaJ7|i}}Yx7GtAj-EmM@vAkH*-%NDn7zMmBLpel#sX!p$0XU zIc5{)kDIq-u3BZXi~cU>SjT=F)tgf6pkw~K{{mjAU4%xWvu5YoA0O=IT##$10hg`? z*m~vv<4|Ggy)J`Q&YDP7*@gdvAFT+qvDGI2k1hAbN|AsW4)#(`3da(ppasH=o={5n z8Ui~7Ixum5L*6`oc6Cu;Y9v$7rVI8#I6*aD+dl|1Q$bwwZ6 zDTMZ$GV~wd$q|3%lhM8hW4G!Oow=Cb{j;GR*`*E3JUv!Z5&WYsNi5{~2NEZB*ffJV z%s5V-QFZURxoeRLeI_T}hf~PeU(IdIfZJv(IdzSia~0k$MIG!mHym*8-LLN+Sbli) z#Ot8kSFetDXMv0D?fif7Lv|fhsAly33u%#Od{@_1hrlbKekIA^uV3m-wPKVEO(&$b zuWUiQE9WZA%I}MwkAF%WZQdGFLV?dpc%HTP2VUXIz$s*U3V-s?Ff(SoS9c)B{NrfW zwLU4Sh^WzZYI=3@P?S}3yTf@JU^JJrNwbRlkd*(OS8P7 z*u}HIT`=gkGk@i4$?@moLb#1jhte=v>)^`m{1VWkB3M(0+2T<1)8Qhig3P59;@A0%UVT!EmLHHMVb~ia~05O_;0PouAxU!56b1*ex;oL&4{vZh|@WH zM>*~3(K8wA)}dc|`RmGpqVBg}e4kN9N*`Ye@s{Xs{DxeqeY*yK&aN_2^6gi0&t%jw zxcke>{N5S!TypidWd&9A&%JQ}umCMfFPF9dxpa^5E`c`Ag_A51IPR`&_TbmaxNm6Y zUIQRoGS_)L&tX*azU-l|{`cn5dhbN!0c0lcyRl}h8)0zHNd0Rbv$Sl{|HDDuCHK!I zPku+Q|9*GjH6bR&eR#n(xONTQ_kUg01`T(f?G|ApC|w+rs$X8&vAUJxzEyAEHwIg6 z5ZCVt+r$#bkJ6UJ5yn~9JGDHsV-NKu3)Y8#Nsq>e4EnqvK|`bKA@5hOv)!+?{h5*- z+frlg7%L3=W@?9NgB;jB(F-9?k3W5k_6B~AmVVea<6K%0(uHj#5ACvQvUu91j}KVS zOxbahYwb;HFMt5N2494@Z9BJ1F}M(zUAKB)!G5emu4SKLi(823_D~`!f*XdgZ!~i0 zJiN{Hbeewk)7GG~Y#G>mp^#G)*>5%4dcNi22AHRGl(u_KY$EHy9mQj}|Gzeh2mUe& zsI@t7*_bdPlVC$}NrIl+ttJ2C2nZiCg?}sQ?{_{jH}Vf8Ay=Q|i% zVS0uOotut!6y5Coo7dOtniSvO4{4aP?;0vu3f_fIvd;#j90Y@_S{LYn)U}d z4>J7$+T6)T3Y?bUPIHv-TV`Fa-+pNa^qI_USWv_s1vdA1FMYD1 zFlQ?Xi|gTC;KU`;)rgujhzhEaK^KuUpAd8S3U$b2P9~Xr)4d;}rvj(-afbSYRDFW|D z3sMEcJ3YVdmtM;oW2kVCCui$SRP~nGcC;w9)SC&#nG6X#F5_ttHG9>hs=_ZKKeodL zeJoo7l+OA36fgtUJ*cf+wTqs%V$e>D{N#TejURi(M_b${WLGgth8aKdSDU_8-X!>X zmoTFIwJ+7=Vq1B%GrUEAO#mSGJ#cb;en&iAs#(y1H>s&vCHrQU%A7$LS0Jz;)e8f7i}t%K6=C?)(t0*cEP{iU z-bRIfLvq8cjH);!+s|$P<0y-h?>@o^kXvycExZ+i&Z(+(zcOF15gbgwMMQ84t{CSR zH|oVzx_ace!aL5i5=b2zkdym8IU02`ld*gN7CXvjizK-SSmxo0^uBSKZ&6%*`Qdr+ zG1c}fRIBbw42SWp?K24bmgMo>etH*NaB~kZqis`j%LNktP>#8iz>eQ^Z-C~F1&8jJ zq-Q-HIGAQdE2-)sHr>CgM+Cu1CNSYUq`!lYXPjz%_oT&=3JClFl)rlTWSW05bW)G= zr;1f{H~qPeAY1fs<@ao7!M=FICfE{-K`9UO$X#yjkITS>`@KWniV|ZYd3ps zg5(Ay{wO5XUO&DQ)i0qNXu>+Shn~j1JZ7o0Jz@6jWBW{)kstiPUspihu>2S`0W4-0 z7C<)6_gTL4)4AU7EpO({V@Ing+t=AB33ev8_&*VPuWKb=&_VA~#8o{+!NXEFhmt3k z;m-WNbY$7@6^n7LJcxOwm9@3r4tuk;1Jr~8^gp-XNScG;)tE)kZrEiz#%QWN+^nP9GA@5>xdB~?0khu>g_uU_Tehhn)|ZQ2NzsiRP=6E| z?%lKq*m`%`1WTO|@@voLr&`{spXBorpf)afJ{iB!qsOkWxajipG-Q&YhvSkx?aHq{ z@b}E*HS$$0E;)L!R&SXI*6W>T0AwS~9(R&b0~uR=bTu;O;@;ApYM0h2`+Ki8ItMe= z?&*bkiOuf!}e| z2-~ddCXHG%lN-5A0XQnef4J1G@!@g${|`2db_s;9HlZq^!HSyk_8$iZ&3P#ciZ(%n*GdN>B(!-AT)TcH>@``x>{Y0}Fz%9{ zc<(`)Aun=H;#~*xl*78ZP%FYevBmt5GGCXYGIO?0fVQcLExm-4%N&HS>%f04A!&8P@w{kohv)Vo#ihq0YWgkEU{I;5Ut?D8u@iD(w zXrT^z)WrL--!T>m6l!(ev+>=Sk@Sn2DC7K8vtGKhy-Gew|E*m629^A6V^AGGw@iCZ z?&~o6PBoRj{vUG9yOykbaa}zd_{OTh ze$bA#36IVYP00>fg&_WVIuQo#W*GddqGuAcin#)OiiFN7a&oyMAdn>Ba+spno7;M@!xq0=oVvcx4ZT0cB>((FRP6OcYO|r3b!L_C{tUbo+bGYW%4Fz>%YM3 zA>-v0alr*Y_^!vS-uzY%%xN6jL)jYYzivM=x_p?9FBERe@G7#KyC;{LtY@wK-lTsL z5TmK1NcTY9p=^t47_=u*Pt0N7#tsyZeJU}K3r}iNUtgMVn~^j|ZM`P=0IpEeZdRWf z)t=AI_G7Lo{lcNIvDLpb3}ErHVMHH2!#l#+%Z#NR|u1rspf1Z#hawg|8YGE${?-??`*3z@I7^6o7C~$El!lbzuiJ^3M2;e%w5;g;>1C! zNk^$|>N2@_0B=u)d!6B`;-kDXz~y_JaV*jF0b`%tDd;=|& zea>CZj#?xsTKjIRnO>EVxM?%Fk7)d4%eoxy1bu6AyKVdsh~QlhjC?>9!Pe(?&+O~h zTRd+GjpZTeDZbN#QZplsGR3n5o@~17uK_qaRWy;U#XTKuW>9gfjBVyEL(VcNc2k*~ zXW!Ivp5TFKuf!*qtdvHw;ldhfhJa4hlpp)c#((EgEC)B5XBDoGB7^cdpno}9xC7sV zyxJ7;7iT8emqmSF+)VKkM-W%Dhs&dPY+ui?SAZ9hBM(7f)SNy-HynbfBv`|ZEtYvZsVUf|d#x->~Q-x=Z|#7n03^?B^ItQtMr#49~&l%70nvvN=qF|w-mB(P-TImg3%pNWfNg= z+CI_PP)kDLD^cY0T{aOB=?5wkOaYv-Q6wt~PHz7twmuHC6uH|;mVrpUws60?_Z~FJ z2J3E{Pqe7I9l%KcINFKQuj`YRZL>0-hugA|uHvQ>x2TXGhC#vFvy4X}`m(qBnzGqW z9&1x-UmKhUDlByRWb-eP>tm~H6WR4=Wwsf*g|+Bn4HFUNDF+sLt5{2N=kAJ^QsS45 zMwlz%s6_&qPk&6yff|bc#2OV@rhJ$c$s_Sc?`T@##8Nf`I*DUmpR>Q~FY%xaXsc_6 z^}}ImoCrnB7fRQ^Fo~maF;DJ;N$aP4z{eO|?3aE!kv2d(;T_?b(;Xii-uzV_pgpj)M&op(}S@fuO5ciN4cp?O#Wz3%jT(9fS$*k-CsdV?vRuS@6gHYq$PUm$!`V5KS~;(1LqbspE!UuwS6|b}ig~`QD!MOAV7n;14Z&p8CK|)7` z7Y)_}J{bss0ODQ16X^tt8v~Hbb6w$o0QVWX&QtCm^Av1h{MfmaAf7+1H&E}FQ zfN#7tH=giM`!=Wu&uu2{5SPQkrBc}zhkznPi6oR?)^BI))tqbX!VO3K;)fteI7SW@9IMhT&nn`%7UuCCM)>%f%3vet`wyuos2=`*Za04bH1~-3i1>(!o&fI95E0W5 z-Sh%L000r`t+oGS@c-3_?%djVm+ansa*Epl^$!4dh=_^rkP!cm)wiRAZl424Xh>-v z3%$Ner)^30#Owe*R%!!XqN1qGOU%Qq$5izGY^8FDxo9 zDg9CQv!=GLzM-+Hxuv_Ox33@mcVKX0a%y^Jc5Z$Fi9)Y$Y;OJA-oYLnpPZhZ<1Q}$ z2Nw~5`2U3UzmfevaM9f2xb^nBl}$w(detab+;4kn2`xEudfICZlhI^Z)s0@wYiz8@IxKxR_eI-Lz~8m6VNz@Ee(N7v6C*nKF|$!( zuxu*9KMUTOq~S&9)hjfc2pUBh;J10lL+e9}j*#+`_wBVgTXIWP1+#Ie%LLleh=LK# z?Eqd_$)U$@3?d=~3Bk@}+j9l%rz>~ny_9^!7P|epFNFN^94QcKZ(rt+p`Dh6Rf(`S z`0ueWCur{n@9BWp8pqu%VE8KK=?#E=CB9~WCSn@O^k$7F|4^K)W8pkxzEHJ&l0ai` zkd=on+xh5H%0C-8Y6|R9vG|W38>sM2ukW4b+6}-<9ctjDdHlkyXM^TD;YB6yhDQh1 zyCIJe6I@%~`rde9;1S}7Y2r+$EMA6l#Ov2CCB-1w{CBzGIQJ0RVbY+`D`Ve+KnY9) zENIc3U>!+Zrk%+Y{MZdQJ47HFGe_%Vv?2^V8-1`#OQEYUzl!``^2YBH-^jMZ zbAD)6PrWoQPFa24|IL+4kGGY2{Wu@s29Rj-_^Y%XIi#Q>yI7ZxwPRVlKe#-OKo8&5 z5nE}0@uq_B%l;d4)j!PFA-VdQ0;0T4C3y^?=!+=lY&QgM_Jp`=vh0(g3+F$ZurC-G z`B~$?Ai~I5tc`mx=EZPF6Ci1SY*r8p>YXtLMIfh7EvRn*-3l-lo}k@5%S5h3?e@Wy1LBd%53tVVyV+40y(b)ycvlY47Bs!^D?Ue%9bi z*yr-kuMS?`=gcGHIk*ATVtmO3O6=%;imc{C^1c0a{scMeRDCNSG~wOf-V8_#mvt({ ztBpq#7Mj_rU^f-x)ae4ME=CM9^9?`mYRr26wX02alpt5=dn9X_@$>YY<66j zPNw+L%S|l> z_H3CcdYZQCq;;#hg?{O3)%+lr*DSb82hdA1@=21EVrm z?`F;nWk2++*&h#i(J!9{C63qZh#mW|nG2Yvq8g7?-m}$ z0u0mjMIz1g)#E{3En14d%-T~xO<7`7E>9(elM%Bjqe65W90FQcDpIw_zwVE-#~Q z+}?}}h^A_*VogeuQx1`rtJa%9JLU%1o%Xrh?ovRXryVU^=MBG?%P-V@+*dUCWQ2Gm zN!)oCg4qZI;tMma_IAH;;Q|MSkpXhgwWhT;ir!NTExJgFof;+5ys!BsT@{sLU|?>y z+w9C>^yS@lYvtzFUg?$O0&WzD(+sp=#OsdHIyr9qH7POwwemwwn!}^d>juCImM9v$ zG|&3I@DUT3KJykyGv&&RO%Tc<-Zl@#qT%9TB1~>)_(>YW8TQqW@&1?JA9q*b@5Nn{ zwR^1IAyAqa&s8Ph?H{_Es)5IC>^#9LbU)HH5}LXICv2zN7y68heBJJ&$GmkXr9eRi z*~6C!7DM4Z@GKXbnXSA)Fh5IZ| z5_UB%-^}IDz`OgI8a5;l*|#sC+);Aq0|r6 zC)dTf6RjJkave@E#mQ`-533|;u-}wb^WjRxNLkR&zXNm9Zosx;8n# z?|*m2hGj~ACnXLikO}1+FM>3@`uzN|%nr(&+{9;I^l{2Q@Bb)#zR6x)k|bZG@h?gT{bzl_gZxqH(N(Q_)D1)_ZdWp(=D^g2`|T-9&=M( z%UCk}^yOUx7nkud`X^V!(Y`M?Et5iUI)?ZmN?bcmPk6%cz>;nM^n7GgvJr^{Xn`ee zvQuc^T$kcgI{+@pp8(rBW;-V{$FXr$akn?<NuM+ zyw;?w6f&E^Or+b}{f)D&cW{f>z%$QNHe1+g=Pe<85l zuBdbM#Iyz>0(ZRX4PY!96dpXZ7hI66l)N$sk#csov~Q6l4cfTe3AhbtI`>V2V7jA< zGi8$cr-qAzpdznq>xpfdbG>OlLK^{3JA3@xyUj|Y?F8r z#!+Auz?i}JJ~8KkNa)l954cqp?(_Y-<>U&y7mUB-6ou9#PAemOvNEEaur3<|z(*Hj zOH9*=ALNhoyE`CagI4Cj%j)T{GW2X0bn(hT0P*v{zdst|ql{sUv6=F!c;g`L`KG=k zgU!)dfK`g(5hsx{NzNKNN5Ek<0nEMRK&R0#>D>Iy&mH0H{=^*OcAvfW{F^(p0Z>+o zXTs`tIy7deH1zdvI4S8=DpyjgfJ|BRaG+lzGO(5%NzbBFtiSnviV10!%ug3Wx6T+O%tUuVa zWHEE6Z?twWZaSU{zAxC5V4O);KV5x74MjV%hzCkSnf}^!E5-y<^la7(Ehgl`sW=Y z10L5YuH2K(#GGczb^V!W>WYgv4{cK%q|f{rR&gcM2Y?|Yk+fD>MUmCEQ006JJy>>& zZ%bBkhn6lZ_^PiRhKAHtO^b$5E$04SlrKUAJtxqE{2GJp{_(EWsw$;Fc{#Ma+rBXG zf00+Inxsth+?HwRh2Wl8u-&pi1bgC_QwSB#_am5OVq^r#YCBbVPX+x!%GPSS9WW|c z`Q-S_Wkw^})PcY=vDTcLk(8(8k+P%33xuz-w0WV6Z5p#6cYGb)NMocJNdsKw<4fmQ zup?Uiuu?neB7-A|68~!Bl;;r<45iwTt-Ng=Kk>_;C$! z$xD}a;KkhtoELh#4fLZU;B8OAp%zB+L zfTl){)e`ZOWoyJ<@6YDDYCZO;_IbI=mXM^?2#?{K!HXaRzb+5>WZ7g@A|GC&yvsh| z`3>Mpfc}$Xt@eGF$5-2Vf9Sr-F~y8wi%s*RQm1*iqi7#e*D4~>OAwu@Qx6mG z#H=b}A98Jo8SW=rr+Ul8SlcBqg&EN}fT^)li;GIxe=b{HGai&Z_`4GBQAc2cn0{!7 z_1pmNfu9dpKCN2Qq0VT^uU=`=p8drgMcrwhE9?d*Lb*hl%Y}>av-V<5lxRkZ&N3c^ zC$W8Yf7k%61t=F(wly?}&^?>fj+-@eymqoeTt?`{ecu_+4kH*;w#NrBKdHUq&xk)M z?yS+^@2DWMjZZycoh7Nd;sL2$aU%Qk?J(#+Iu0qXU0_$~&-e?3oZz?=$H1b>*$!~f=AZ%M03I!J*bn2mX(>=5oDhn zG$D$Ke}ZWy@z0A@o;1%{H@BQv4cF4`4#1oHe1qEqg9UwOX5}Zc2QUqBYWJlUAL~e{ z1-(LW6rp8jE0nVOrgYL%k>8Kh@d(KC0_l`=`zV7P!oy3>5%3dSVXp_#Apqg?M}5`Yx$oTr!M*f%-9K`wvkI|3ZSO0go=x zkMh46tlHq_B!4Nd9}tInK6FvI-f!>tsXWmx zqKr#KF3Y`7=538NF%qf`V2xUo>u|~Dn6Jvl8i}aWh;)@Jf^QMNr5ZyRWR~YR#|g zAU^+2I52t_r71q7R-10*lvXGRV@cvVvb#?gI+hYv=aJA688cnaPKFE=GI8)X<#>UO z|8rc4Zb=cJVU2iW=|}nr?l|j(&JPpBJU}?Oti9N~!d7Pn(ye=?7^)xHmfIe1_uN2EmU(+2iCMq-;6h?i&*jKH?k1FLDv;+i4ySWuDCNfySbS#!e ze~AuphYhJLO4{dde(0n2J|S&&Q$^=GxI}=-U}7nDv4P67Jp4{T9cU9t^$p--=t4{1 z#CuG9T!$F8uAJm8P#6JCxwfv9GA(@%R6LbJwFUIJ?N~6h>HWej8t8~#neqv3ZBW7; zwJ9$-ppz>dbOJ+|Z(#c_V~OeWAld`J`8=yAgb>Y_{ARj;g7cGa$H2@u^F__pCWgji z$z)qEE|*7^6#k)cDXU^To$TPp`H?pO@_LFWuI2Jop7~!>UiPMz(6#$w$8t+!szvG# z-;SL9T_<`f{3Z5d7jGPUZ!Wyy9=nH8-V>~TL8WR*uCbq>)#T%&U;7QoK6G(;&60B> z`=-gre;5dTN$mDt|w<<8k}osmZ80RzSr+WLZKnB>O8Q z^JzyYt_*++!RYp^P=tP(5__t$L4j9zoI~Jyg@*yxEV^Z`_I+`yeM#ckMTVQGdj}Cc zoT2A`<>-~6x+lNd)%)zwJn;DE$bnl&`L14x>{`R`!`$fyk&`DKDfBv$gFCr$_TySQ zL4xCfiSmK9_R7fUQ=iDaS)mv5b62+^0vQflCwbnJc)bSO>>Y?Q7Bl7Qv1TCN7ot5laN+tOaS2AuS-wX3!rire;ers%~za>YR;O z5w_$I>1!p?;w+RMG`BxZhM&E1HALb23&WUr^8t=si5|!o!V_JO5?q()kHt+Pbzz$j zvWs%JKq{ml$&#{%lN;W&VQ1&g>)XxS$&e^ z-_P+X#p~nZcD-ngi_RGhxO!|{NNkoK?W|FUF>&Qd8w}bSI%-L<)C@{yN^<)_Cbp*6 zo=pz@khOvOn9&mgkG0vs@AEWlO!He*WK=j4p~h!a9(@LO zJ?P#Rxm2GS=EWb|VG(s1R|8$w^ScOWsg^_vS~7%=prPvIszxF zAIrLEG8#}i;zf#T4kYdGFnXWcN?mJuOGA1BcJGbc0Aj^{{Nl^l^nF+6E{&FiuT#C9 z2Fp5x*nX^QmtNKSdjl|b-@*W>VRT*QOtWBNT#F3sYP+;1>Y_1&R_Ol2AQg514-?bj zYM6z(G4rT!Z2FTq{~)tNo`10C8_bS=X*)w0xyEjm`t*t-M5XDLDuz0_$S>JiH5iRE z=vYE8N5g0P!F+)l*}W}mv-OfOsw_+=@!W|+HZ+7MkgY-=xyV6j>k|-D$FuE>F3)xz z$6&fKA*vQ03Ln@1s8)7z$*zp#LaXxZTH3KnKlTcWo4y{vUlm@GZzK02;wezvtQH-F zs^JT1+~9n?g_F_txTi{@{8EDnpMQ*C^(c#ApA-xaq4&1I=UQ|C=g)YneNoBmt5zPutF8 zpMfBsV(jJ**xHvri6=J%+lEK}T@C$N_)o7yZ~u}UvOOSPD89a?=J6Pcv{cB)r&!R6+s<+jdej>`Nc8Vi;Q;0f)mv=1Wn6eXz~x zKpEsVcU|^oKv|KY)iD`We6O`L$!9W!i<4j?937UY8}y*A^FFRnF^ioV8>{NNuI^m@ z-;$A;KgUZlGM?ff%PZADBP=wGYch}?GqUG+8XnJ~YJG3-=e;|ki6kfM4U?Cfbp#r` zCRV8#`JpjUm>cE^*DYsi5_389&(ED15t07w zJNPc6rXzh>04-~erm|C+u=^V4V2GMseF%5%oVM&Mw&$E1lGotRHC_Ghw)wOe2G#9mH~r_mt-@0D z>|2+wW&_Sos>gBE2sIot<_4hpyQL|CO4lg&v0v@qrB~jUL@5_~&`AF}Fdr_w!nZ{` zmWnSZZvgu0%C+hIUDsv3@9aK(P`M^*mtW0qVM{BE)a3PoaFamkQVtt73GT3sXG9fY zKwVet@{R+tN9v+4%PvYXbHaCLiC!Zb>+L=xZ#P=SO})|)^V;*a`nhWgk>1HsPV$GV z2Wi>I>IKtyS6r@GQ%aAtb<^}I{c@0KV74!{YZ&|e8vx77ZG73(#`9nC*G~g}kCdCk zq1=g=<$;$s0J>lJHH(x)Ph1La5sUYifB^C4JxSuynb9stA+D3T1XI-#T?(bo-Av& zaJl6(v<0n&-1Cir@f*Bu#3G`KZvbD5um9+)yQuu9bI+{s(_J}Lt{e~WGc#as9&*^;@W{>0bJgs-hLM4B9-(<|IbMI)18}BdFFXtP4zhO6>=5#8 z+p2m7tyh`U&8S2g-w>OKMoW8?nb;`*0gpzs$RwrA6$flDBqEPK1KHV=4Pz%(YWzKW z`l`{Vx~^iw#70RYVIK1A4?Nf{0oD~_w@jvvHHaB)g#CzWdtRDYZ(*PDjQK-qNIAL6 zA7*Cw6(<|Z8ITFr+6$rEXd1)Qm7<0lFZByt`<@W9TRXe{=lMFN&zJe&MQ)**)_6k2 zNoT={D6d|xVvte51YSYeUbIrxuNcYvIoV;+Go6IEb^CAb~_fIbF3uB@47 z)9=lt;sB~!WR)KK=9bvcBeEvQRx|f|XUhw2qIO|*Il@UhrI#}~kZ+bd1|bG6W-Jbf zfw_aSh(7tqn%>rq#AD^>rM~W6)nzytDIq2Z+j1{GZ_%?B~5+}<5d)Q&6Q>+SD z&8{h%DP5(O)Q}<*rp&1UyjGF7TyS&MILz`88?c&rTwSG0z7Tu@eTU8KM1kTvUVcX5 zREE4HBl^2c;!?u(IEuU=#+R&pD|8Jwn>80oobjSd&hV^{&LiezMblslak8t9>G&%U zUaV#2;2@ZDw>ss#qR#i;g?8{>3eisRKX7O}%nB`Dab1AkE(CttTT^)jE*0oGrN5AK z)NnJ3bM@3Y^KA728(CdoUArv_?CawjS?9g^Kwn##ToK*+D~;qQgbQw>H71^C?W3-K zoTbLCm@Ska=IS-dNm#O8GK+_bj_tmTKO0+>+hVi8e{-uc zVI8stK8m{mlt&Z&qra}G$T za%~T0uRD*dDk1E4$)RbbR-?gB0t0W!+aZhJquA{QZ7Ff@UOW!5>VhJe8W>#h`39Q# zwwxPf#|BBS9yV&;diWW#h~ zK7E>G}R0E zS1ve(5IZRF-`0B5w3%&YKvD{CaH}%f9OC%(qqmzW6tp17eFHF{^9Vh`mrvg&N?D6K zu#J&;2=jG+wtahd9;1)T0NIvlW6vtEuL@=m{AkL^YNDq=-YcKyxcCNPwq#*GPpjdq0MDMXRC+=Zf+8L`mxL&s_n6zfP zU<$8ZWtuDUrXjBP{QbUr7|u$r#*fQC^rXJr)YNxZZ-T!fjMMBhrfer_3y_byb8sni zIRyb7h?WQNL%J)CPWbuXwWlf*AOb>Zl#nRuCRy606Z+$M8*)s1$-aL1X3Acoi)f#A znH(e%s<^eOC>Sbx%YpZtN3SjJmgX(Ho@E@hw#Iqg)%ZQ?`v_g7wkAt~y>pBlt>B3U2k8~M*s9)2ZNLtL$!7U0E9#m9g@W@%iI5-BP4a#^_gF)3gB^V! z9LQvh+j%%!=k8RQ>eTjzN2n1b!S=u()U(pjoz61hX}h#`yYH&K6RK-26D!!}c!3MW z$nR_%@@Q)HBNMhA_dj?I`CHi&V=6g&^Xn8~EQXkjP)`I-sZJ(hQ8aU;7u{^T9(TT; zUmSS0uru;F)+j>xy{o{JUGpA{;F?8ru%xOFSr}5>TPRUr*L*6q=!QOBK0`m zt_3{EA8cyX1RK?t##dD0tx)CZD`&s&X2ATL&(62a!%G5ba7jPp1-xP_7`yc40$a<7 zTssdcl{XbNHS}2`nxY#8E&lHH*)?f^nx7YMOl>%qU_zpq(Qha-x09QKZaywm+aiILKOeq4?PBwS53RD5}<*XtX*qvn;@icj2sNdnd2DD<*N*0ZfCr`mA_*JF!sO4CV80{{M)SsKf zx1o`4@9gCzjmo()1ffa0`rv2NZS)R2lgRu&4ra%UFH!+R8hHlxS36Qn$jElK-~kBBlbBR4~O?@lLsPv3j25WgOK6 zaaxKXHRbA- zxLA|9_3QOF3EI&IWb%IBTl+RrSF3#zVM`bI9zpoJXC5c-k7bFL48>(OfeMU5PsoCQ zjyigP3md=OI6p+p@L2OtY66)2^W7!u{0hI)=(=T}t_cT*8EjYSPKQxVZD(eq$+o`( zwp|q@S~VbtW8Ox5_su{t#O_f z!!`!Ho)fJJi)VKIEFHxdg!0#gwuSs?7j=-#TiSiii}gxsC{Gnn)<9jgxDRN7aBrGL zcY1FF{!O_6)C=J>Gq1w7b~Vn{Zs$G2+1ZssS^eDoyuUNk&7~35o|NJYkXxa$CRN5e zU`8xyU#k8ufy%n=VE6IIOFO?_D!tBzhNd@)9St83$<2g0PEbC&Gnxq zBhHSy3Kknvav?ss-aQc?dcNM@2{@PhQ;9Il&>jbKbXk^^OT@~$c&sbLMI@{yL$&TM z!@*zt4M6DpD3*}D4s-jSO*wq;{%LRY;R7JYMMkh>*uK;1X^!TkN&4+ z_}5}(Q{lrrBNJZrh{o(V;UvPs){mX~t}aj?72`V#2Gcp1frIO$TzBhzs~x3P4ZE+B zl^w@AlX$(ti?hR8ttoIwDt@MR>&I5&H&8Fgcu2fgohr68F)Xg)U?`(8zffAZP2W!5 zV*aAN)9)9zQ!&0H?kLEoTY`hV)wbULvv9+5k4rY_iX>=FCZTY(QGCb8%MwRyeptA& z2pbn2Qht$<>8c`2C;0 zM~gjUjOnXdaSHTx#BP2}cY2BDs0!tx$}MW4u|*SJv4^BEp&|P8pNaf+KE$ChxAh> zOFTZUn$!no^BNk$-&BQww-&D$Wg$;aZ`RB>GOgMpC`XvHL_T4Y zfsf+zZcY+vKL*|bF?91CqD^KuM0&(DB>+WSE*HDsOGN5Je11xt3SvgYEvIJ%GrK6-M1qs zRYdW~K7G}UpdG=kI^$iTepZ?$4_ycLp!K?VZIwaY<>^$y)?QNQ&)$bk_}(-$h^!8= z4~=RuPWraLT*>+`>Q*WMkE$?JFl2#rvC~1bKFqen=~%Q@UnE?-=DOBbxIOHLwe)g; zs0A!Tor31HyK2iItb2&;Q<<8~%4)%JQ%vQrov9%6$j4Y#!=L~ZSxh}s zjj?)?jZ5O08weEdfZIWV$Z-aWnB2Ajk_?T{-usQ5G9AA{9-BfxpAz|@)a{zyW9P~( zmPJAkN<7SXbx?QHwMpMBga*thStm0z$iIIL7$v&2@&FZkw(zolo9Koh#}Y+O|0RyO zdfsXlk1|Z`r^fw#z|olWR?Gk3zi`b26B9j#EO!b0g*$?vSLONV<;mG_V@UTZDFVyc zi-}h-?%=t4GN^Fu?(68yr{pp3X4=r`FKdR9aNNVb$bP9mto ziuP=v(cKhF37UEJd&vr{)C~Fp4<#m_v=g6c;G8^Aax8+ZzJ;2NHAbC&MfTdg5{e99 zBZ~y)$X7z4r%&2>O>xCYubGrrGorig^tlav{Oh)&JhGNu=%;P;S*Vg_S=#js*b=hW z6)&6M2^{5#+1Hou@-W>?8S@qpPZ4Q`xb4q_Uy0k8Eq_Q7}t`G2ulGR0m z=5GMVjgBy6fbaf3(&EKEeib`!S&YZAkQ8@f+0&o6TBPG;PH=E2Dj=R#pV_cfFN={K zqp}1<`5Q2o_=2=>Q16vz*#2t9XtAja(RKkcVbNr|@JBSs9tm^oe*5`X=GGaryB^$U zdbd(k#Z85ZG^Nt|T-BK}_5$wWVRaBkpnPU$-BV2ZuXJY#zJ|YhUC=8okJZG95-djn zay52=vc({Z^P}BcZRe!G>?ok?Yi8Za#l>Rpu|9O-1(U25`lGA}OlYa)-OFAbF}Vk| z)b|eYyE46bU|h%#<;J(zyJ-Q!@!vzl=&K1B*&tGlqh`gQ%?|6y1pS2*Cql$D_ITK$ zde}9|ZCl!33zBU2b(ez}>+)q^D;zVcJ|QbtRC6~)pO*Qclt=2r%lmSEJZxBV9yEe{ z0mop|j*ARI0cn^2y0N!mRq4w)nodp*Ej0LNvR1{zQEBQQ+!;60lqX5_gR5;PO=OdO z^LWQPr9SUW8;f&(y|)y^n_j{yRwl+W?j0~+HL?@H%+J=!ogBQODpxEyFtpXuyxvLq zXcqtam%aG$wkrpk8_o znKH1ok1Wm5Emcc(;$JO4@EL5Yt$b2Ip12gg++g8$)Y!}ZVYOS@DdV%ObZ}qETyL2~ zvg_#FRnhsW+$bz|JdpdBZ}_K)lk)QY(!-wnk3f|#c~|gq7<3N-IJSYE?e*9+U6E10 zn~qP+PGj{r78ioQHa(B(bQn>5XN)sZsvCFYWP*ynG)?@z1}qgj_fu3${XGQyREQ9) zm#7U2f~pG*?|!JJJyXL%wcuiZ)E{#pVOr524_ul}PQxtVZ zkJYr-y^{&8nY4jsdMSUW10_i7!(6*1&(hBSL5hv)W*L!39gPJlvjmnVnaVx%z)|X{ zCvhS16!7228$d*J{dDn_U=&`$`Ao<4NHKEp;9V88;8(nrVq>_8InKw6eIssFc0uO% zLQhAxKgi15TkvUl#5v|<33RlA%|I0H`B)wg8aD2UIQYvIFA|7$7DmhLv7B#eJ16TG z%byoQg?U>U^l1wSmtTFXj(1JDvib`O|FT>l^CjO+@%M9PD!*Dgs@U_lJ|6MQ50}+- zDuvPA0IX!TJ!G>h>(t}EM;;6Um%%+@ecsZWrRA`JhnMp5wp}I_;Eh)j>{4VhK_Su? z_0ZjvGhut5FLhU$yEYfrHTu)s2zmcfcE7-^J?lUyrZN_tP3INx-p&_($lU-i?d@DO z2Ya28iA7@+kQ|xCJGaX5Y0K#h!!*ACayb{q-~8hGmXu>h9(G)%h&k`>WHehgTDpgv z|)!!FKrGpTixhJ!YU-&fidmrs7d*^9lj_3QS%> zbzG2H`(2#iQkm?ds;odu6z^d?hxC+K>i_{!+~3O!xli&a_op28GUb+8+xf8M`fz

R%tCG+%gpyq&+(|`dc)qBahv|Tz$#%PPiCtAY|8mmgp05DI$7*Klf^5c{NAk` zugb&jMoqLjqTbgWu|LabfxZ5&^wL^xneo5iOk%(((~~v@9V|Euc1!2h708miI&)by zw^|!4tP%%`6cG@e_ugaWMhZi^p(s&>hc@cN)lI{$|LrDA!OObVY}*}sc)KRl49z%3 zJnd|GUiuCSl9|im5n9{l(7#3bM2823^_mW&t9#e_GV^LsvXC^i6rP&b${1G+!>stq z%9ScrIoXi^H(bhDrMrYC1D_-hpxf23&ZmZZo`^aR_T0Wju`VvR?$2an0kc9VDq|>> zL$a}hzfI?&;eD=^*vISdJrZA=8YxdTZ>Whu_7|50<*WV7?Umvfgw;yzimy3h&cIc; z=?Xu8!5CYr-nYeBN%M0yohKg%dOh}MFy!j|+3xU#&CDiEK#lbs2)#aj$0BBS!Xfx! zZ46)A<;)MWSA<8_+`#Ljm=`Xw4Vy|BL>Qli%lv--QD;xm=he6LiReS4G1nf;vVMQA zgKN$k010k5pY%oQM7r}~wf7!xCqj;P@OjO{KgXh@wpk zPG!8g0oE5n3hyJB3n+SAbk-t9a0zst)H;^GLwy7A(RJaOroq3$_I1X{YD=7X&=qZC6fHkW+c3t@ zoo`|K94vN#-|=)2clw^rR%Pixwv!(~p4SY4Z!`{2&qhsWs31N4j3qm zof6|j=0_YaW$*@7{8bAH7#d|fVaCI%aX<`Rzb5kPkhZVjZz30|qy9$vlli}b5uC(q zcihh7?E`r*iuwJ5@ku6H&6uqSE9H;k8(i;|rg(n;Wj+POTp8$Ksp8YKy}Vqamhpfq3(O=AfM9RZTra1lUS4G=06wfSM0C#B4GhOzU(s+ba>#`yD{su_i`t zBrmPNOcUioV@lfDHn>+E#uLB3hIF4JOJ0rl0TW-xS@dT0CrQK>8Orh(zQ}fBxVz+> z8xmu?-57clx0QqL9OEFuHk6|6?WPun?OSL?lwquKL$34vL7%olFR;3}V|es;lK~Ra z;pKaA48b@>_PNPo5ua%MNi97shr-lF6=}^!Xw1Px9$y4XfN-ZhtQG zk%SK{UrJ0e*ki*@1%iZOA!#rwY&ET1VoLceF*nw)(4{ki~8L*4#8|AEOfp9rC|iq1X|(^sI&#z|GG zixXE2dT`Dtv*`u+EJz4vaFPhTHi^QN)2S7H$*P;!U7grkpTp-#Ix1{?{J`a+uMJS} z7-yF)drFyxg$3fH9uD6%pVLYEG;a!lxT&RpjhTsJN2x&607G!386_ABP??G-k-4la)x;*>byHZRP#qooQ1j`R8gXo4n$i zVb;nc7(8qH?6v}?nyGvLFM0zKuZ}J;BU7I|!5j-OEc%T)Q=7_0x*^zKk@FrC*in4W zUU8}1cJwndSBVzj0oP`44m$1gb%gwN`bkxT+3saE$*);wz)0@KT=0SqZsx7T};+Bh>t0C z`nX>0pCUlve)PRVENdXdh5l&l_ni*$8J1P8(8_}%E3O1Mk+8ebHw+n1g}p<%IW^9I z*lSsxKx_5^+~S-w7j81XE~l(@7g$}j^s=Tf<81^(R$KCXa0q6rRw*`Kbo5riSJH~Q zV6vC?oYgMt(TuMyJK=MMP}lq1R(SnbR3@ZUZi~-yg_PNUOWISRN8s|&Jh6e6T>eT4 zrRudV%ZuABYV?x-7&k7W&mJZdhFeY=cmt|n-qPGtt1lZ{lJXq$57D3e{ZA`po!w5^ z-SqUpL*D*#fo#<*y78kXefhvZ^+Mi3{>itE=7B>zv{tJwE4MWk6M;^@aJLSsbXk^5 z;_$J%cl9}Y;;xx(^V%wVpvc_=ip|c+NrK6|nr&1_8}Nl3)&S3oya<+(O`^Jsad4{y z=~Tx#ZjTR0;;E@@uA3t(UQd_l2*@4K3lFAbRHs4wPO8Nk;Rv8_%(Ilf4%P&eHF{sW zj22i}$z-5igb%{-gd^?i;z2so0`HtvoGaN2br%mg@^d{HLTUtKPZMdLCfT3a=0+T@ zlowF!D6Qlt$nBP6BloOOiGc013KrE6(fG^*;b3PaXPZb4-?* zbcV2V0h3{=RttMOg7t#Y<}b(h@w(;GxZpnJY|@{j5AXe1D*cFz{wGZ8vaBKM>)9Hl z_DU(2GV7q6(=Ag=jd<~p{sz!#o1#9G-~Rv?%o@5rXY!|!@!2x@n?i>hKnvXdoRXKq zbQKj4%P!#59YSY%-EjiCuqjm-EIV0-U*p9v^9NwBWmz$mq5?nr#p1rqw-K!5zkQ(z zt=cz$_53Bj8$fTn`>_hn#jfPe5K55Qj9va1;%DX36gfsR2a(2x&^tUYT~tKw-t844 zI?FJpOiVak3RJ{?oei|A^8K2#FrUA7MY`vWQNf2mi{0|>VOn-|O?R?>RX7!!1fLyj zH6z|woPC=eTgN0=d^$VLE!JHLkxQyq1JW2X$x5HwFYt~#k3c_%P_1KcZPBFAfcbG% z2c!iw-$^c~#gE?qCrkv24?3<~2A87l3pzQWo15z(^9yoqVdpR*;=ra8?bYAQ6K!;7 zcC)3OEm(o}hrFd9{hgX>f7is3lFqHyCQbh?++Y5Jl|uF` z?IImIOh{X^n_E)UQwFNZ*8bSb$jDqwdyhE;>C^;{eQ!LL0!4#ZE5M+gNnA+JZMmR> zZ?eLz<^u9S%SXD?GqG|!2P4T`+1i~?>A7s8&@d%y-9ymj*@9UID7|AD_1yhCrZ4-xn$d7|TMw?0<=zOxdJ{|ul5 zTKg*ptoNTCI${&O%{rc@)w?tnF!d#lw*P~s-)f>%HPulT5uy{yb0;ziUg8Ig8{|KN zIvfc~&F#v)s%N)?h{4@7?~nWRO)|=ZO_%t>0mqb(UjnASzp%9|KjK@{F;8>F3#6NB_=A;ObJn1x~C!_Qqm0q0>Y%E zVK5Z|L10RkOr#}7jU1yvq;t}2qjMw1fH8l2o7pP6@aDhR*~TmrZqSpVCrw$OPK!+FrX>=dIktD}h(aKF6@!Bca$Glq&XC zxx1N`g-dlcil#rwG*Hb`v~*7&(A}c$2K9hfiGPbSKu!kO(LRz+QK^!5gW_w+(hMho z#ze^XaMz;n{sk7V{~%HmvU15b_M69|Ti&au{nzX}jkB#jx2+ue@7M&OuXt*H3qO1Z7|r$$95P6o11da5+?4Fp#mZjc1GFxx z{tX3$&|IuGOgEly>q%dIXy8A(_u&&YDorvgk)4gJxgNe;MX z?PmslH~QAD^QzLhKDeGx-WnsLDzly=naN`|jkb_g;I8D2J>g&)r*D`U+5FETAAP^kVi<_O z(nDMWk2peW@9vOH{Ow?+D%s3VQIVnUh>26Fej}w&+c(D!&Mc+3jejTdPliYQqbs); zro1K$toxg)7MOLK0U`L=7)3O!wQ~14_~K;Bz8d-xN3&9||#Ge$|k@0rUOS2Lgmoi%@LdOZq&{FzJIx6~TS&fT;M&d*N z(N%BUxjA3yfVOYucACtlrekTFlZfxzYI7H)$&yGv6|L!)(S5@xk0)rEvY2hM=Sy)(ys!%7I`@dH({c%m3&nB8Ko;r&B zU!}=V>AvtG=v9PYJo7y2i7#pXS#jd&lEV{6h0j0(;~jG~v3d7aE-wib8}?j}0>W|u z)9f%m?#W-?@?h{|zqsm!ZQ}tGxBZG;6dFyUn>AI@nBP0ScpsB{-1SUyo2oXgDFF>T zUfP8E_{(Et1AEgcnd3itZgQ)UZNKT!3Tw!qw{R|${Zi{~y#g{a^>jwcXjSnR^Ob9i zS(+TrRj*!zcQnE2`v}okm!G7ZJ0r-a-uzkiMqPTf#KghIUc0BbYS5c=HXU-z(iD*` zy27bx;&5V)YS{&2Gb#vK_UAa1Jv<5EVu+=EzPcS|KA|~ePo#gF)^KxATAG>OT(s3~ z{(Q*u4ty5RXHsvgk*NHYJ&vz_C=ZtMxvhQu@gYKt=)YQ%7v$8fChDQIA?xwZxM0Iu zKr9PvBB;&+OA``1WY9j7BH!7=!C{woCK9LDGo^OX7Cn>A0=v)fi0}}6LVE91xLg!z zOz}GM$>DKKg!PGRN7|~Z%RWQg@ zz(2Zhw~(3|_{b|ADN7B}zjhqlL6ml#lOLruE&}Os#}ZEoqhxb^vxU zD15O~?b^s;)`Mq`IGTP6+#jc35yAxA2$xNw9pNU34SCd~Xzof@XAWDu736%{lWVp2 z2xMdKiWAevblwR`DC{=k;&R}j>C*(}Hd?Ya{An%qPLSGG2lc|WM+_CTGMM@8&LrM_ zhH!Pdu*<e+3ZXhNjvNOr_f?52^fCzw?E3)`3@t+)hPEQ(C%vcAM0smv|Lzh)Vd}N<~ay zf_-roGO635b$3H0UjQ2{^NAZ#I>49BF{fX_V=4~*#hcbg46qxWSbL_Y zYL)`=D$}5u`vxgm4(&pS+r{|ONrX`W*V$f*b*T7486H<57|i`}`NThaBY!0$nAw-cHViJ7ne=r=SPlwYEB1Z~ zhN~)ctR`xqcO>A&e@^wwVm=gG$@M^WNg#DHXDhb#i;_@RmCV-;nfQ=<89)4I)_74& zom;;v%)9MaryzP|!MyB9=`FnjB(2cJ|4nd zvYL2WcR#UJb}Gm1=$RR(eTRjshF~<8{n!Iq;+(Z1OU7oOh&LadJSF*B1|B zan~u?V&dwi`?PxX$!76$4n=$b-SP(;YV?`HhLUQTJXN7JVa&8s+qGc6>7l|9#|NN# zZMbYM4#cK`2RAbTI*I3S?Z@{%+mhKVDk37-Q+9oF?}i zHFVvk-o$VQ2)7CYM&N%?!Jcep#2R(Fe{`CoJ6(pw|LAfOA+exKfD_Cll;O~Xa2%QP zdsZM~0J==Sd^wn-OmTC(<2=)SkD`0d#qv49AaTe~CdIX%cT?n<6;ZRq$3sfg9IrFB zqqS%I@=og0pvM5umYQMr{eN^b^4ON)u77m@^@}H}4dSd#7F}f`UZwaByw2$gM{a)b zK=t`^kqliO%Y}yHvrbbL582Pbp9%KeV#c`3JKJOAkj>%8Qn!)lBs$#)a$VB5oEBw_ z9bm>Vv0P8EZ{nmN@oCCcQ57#M;r%qYmo(m%pCnFBLbw6FytZe#QrEUI7_rs=c1*$_wKJwR>80jZhDrRu07lC_QYH?G#> zYbvh1Ek3<33~p>R$$t^Wg?4>hzISl1p-m9r2yj2`?aD|w|M|i&jCmdRYa*H7d~VWq zR{enXyDK9%4vw}VBCc2i=BHb{b7!)ofmudf0nQJs$#(QfR*ae?e*9 zU-VP|=#N{9XsR{zjGve%1|=|xXGlf1xE zu=#-+NU1c#^-)}nu5?_8;4gdcRyI^{L0ys)c87UWC(Gg=U6^X8=fGesR}R!DPrz3)B#>Gc)Qg=DkdPrtOj~vwhg1`B`(=Q97z>`cc9+d zx<=$aGz!T6o_3OrlCWlaG1jg8pyDuyb%k?}(oaLg@~F6lnVSL47yE(6 z|L8EPTcBrTSGS)VkH9(7EgnFFuPzJ^+RjXeIoRoUFDQQv|IQRR)7y4Nt4wR^z<2S= zjs2smMc&T(Gmibl;h~%U``aS>G2Q8{xWj!`813k>tC+k{_bGKZmS^cvvzW-qiAAr) zp6a4yDjS?RrEFKkw@+u%Q)1z@R*SC#n%uWqxsSl0D?#e|)IP$tkl4*N_ln0-y7R+T zlykMsb2#+%ITv>FxlM7o;nI0=9bPQG!{HJ41iX5&jms-KoF(?*)AHr_dd0RM z`dg20p8|-qvI{$MBn}YAS&oTT`42<_MwD^&EU;W2E?UUS&*G zZSN937Awo8+{)?ZLk71`feXn-!`B2?+Wsc7Ou%uT!N;m#=h}II79qB0d&b~{3{~63 z3uKZsnYDMry4CD{!?~|Eak%@7(H#rQ#ieu%i^e^cJ^`oZ2mCyM{%@ETf9D2;KQ9V2 zlbw(xd+{=IcDRqu#Srh3Jsn(V{km_{3cLex;kN@u77V-T9_u|a`{-))i0~^w*J|UA znZZSJVh0#bZ$J3c{TuV$6!`0$fw*9LG}D`zbsC3@y5(IrH9AjGpK7ON_Al&3TK}Va zytV6NS!wYE=M|f2&0m;dYzuupJm+ z$2pRbWY{diwj1;cFt4H7peQtQ%RUSHz;w7q30ZjFT{IWo|H5RS!Y$rH(k2*mo^Hf|B z#`~oQ(L>h2K`oeiDG7h;FvJ zQ?KaScpWVQB^n@m)H%5Cn#gISjaOjk4imw`0amkvMQ(DRE2ph`O6xy-GMqR|T4=Ef zwtZV|!2GMQplQQPZTRGgScfoZEf3PfA z3Ru{qUQol1`f*8ICY$l7=09Kh2vXV&I8i@#3@-vjLaK0ZhM;~@0nv7g}5TPF|TBA^w&ffD@ zQ?L4OoqlWtjc%;>WJtc56u+f5C8`QE>cpZu78xbf6H8v?8$YQ>>m zz9Pb-f7DfuO?qaoy)(F7eTD17QTs6Hi7h-XPfcaYv%DzSanvJ9JWgOQ2^1i3?794o zzSVxX=0sSQKPs;jstlx$?jsyY3tg{YJ%|iV6V);$G5@tyk3Q1d6S2-p<`z4)JUL!A<$pfTtPk@mC&SR3#324u%kW-irBc zg^B3agrzq57jr$~cK*zr)8ab>jwWjCTmJ52s+vS*pkMyDV{&N9+t}-V%ALoTt0$af z4i7wk6FzJpnJRLrL^JNq=*I1GnnPB34)-cY?%lTCc;6>>oOyhp7Z=@UYF{Wla)y~@ zvlu^Yz}onO<$`_}PctT(5)yoH7c`)uW9|P>CNq!f^;K$%iuAVc^TyFdJ z8-1sMgH!YVHJJ_LUVWK!`;vpdak>YLJt_2_FCMj?gx}X}DS(3ANKG7lvG}#di{!8V z^qWDaE{zhgi(Dvaf|;^4eZ-l8RmS6J10-FgT}0e#W(B&NVIt^6Y`I5;ms6a!uf*=o z#PK0TQ4w*8m==rTCs^(88Mb~7itb5UY{}H@1gZSju;%z*8*ju6>Ma^hDhPa{@rPx- zw)toqHd<+7dYyMHwBNX7G@Q@P{*DYk{bv+MFjHCHTKz;BN1ke!Is8xA#^SYFE)Ax9 z`^_1>#$~Jgfl=7c1_j;@G}L~U-o)c&7!nKFC6=j6V;GXN>?OpX` znh*IfDh<;E@#T^{dIf(Jfdp>PbCGXepBHY83pqCs^-GHWM5pim5djQbpO5Z(x%Dl% z;aj5J(}A)lK$sO)7Qr4gtTlyrTjr-hl#%;fz56CYsq|ukWT2l)xu~4+QA~sI{->#p z)<0{lv4g~P37lcv5-D-ysFfjTf81zv4ON-At9M_v>$G6ucHf-VjkclZo5~>=`3iSm zu$|J#VO;nT`=83ock zx0`bk@b9)hhx^|r(%{z(m;TMbTuzx@KFQv@Vb@-qX5TmEMt`^JJCH$o86RXH@Wc$< z6HbbKA@U4$NDC|}V;>-pS0*d+=9#L_M?Cl9UWdjx5i5p!GbdAOzZT}TwKpZq2F?#~R_+sY9FqS}dC;#Y~n3q#D0?9c1z`koQy7%6sn1 z!x!sApwSg5X*_-6TBq&;@02Mt)L9_Z?8*5wA4o)Eyg=TZR@l^y;Hw-#88~6B<05k~ zM)lI~zt7C*b*cos#mB|=-r}5a5H?OS3~M!k6}RE;nL)@81;wjEL-IyYmW7>Rd9Bfj z>l>$1n)W75@f~mx?j9}`>4T)dt}~5;;yNB+-RM3fr^JW1*Sp=EJhONy39L^O0$jNR z2aPfnRG!3(?Ci-$$$S-@^nb{;iq3{!bC?LhzgJbLNKkzuv+gkEwe#s#I%y-*noeyP z@Pr@XqW1mqQXoQ1ILO`JqRVZXrh|R_M|Y7ifdAIRb1k~Y&B4uc=(GEcjAn&Q_LgMCG#CUVg%NfV>RG7;W&OBdkI!ii z>>sYK554o<84Qt+k$qF{`Q^eT@2;_PWx&Yw?Hn%pD1D@2Q(rac zCQg65FtVQ-rjQIp3bFH$f2I^CkPlH@7oiY7uJ#=H8UJ|{JX#M^gcZfEYYJx zX@W-V3F>BLRhyayiw?~JDjwPOFTt6LI^mH`0qIv}Q|g%%?aD>rLDbh&*24w>S*I_U zIx#t{%*FP(S2JpFbXtHtp5zrSeXYK z1C$4v+7m`t+Iye=rBs~^E_sOgx42((<|;c}J$qt2y36ihK)L)Mi15f-?cwB4;+0n3 zFAYd!b@}8>2`vl#z$<`%pMDB$ENZ|InZv(hV0KDN^mE}MF8rURKQAk=z3J4}sed<} z$fe_wE?x6n$~mnN4Y7=+k1gMAg;pI6_cqUEg^`JWoJw1v*Ym5Mk2Dg*cjUfEG^hsvV81yytrh6vD zTzWy>Lj;z|!k}F<8=$Eda@+~J+KUIpV5s++<5Uykes*+8E-7#o`0V|*Z^MWYtx3g` zC{?`myhNv!A6uq>&ONvEdZ`P6|0T@Dp3@8V;2*S?UAH+n&R@*=Jsx{d^2+B%yMx=A zwuZ;3#DO$g8e%oB#{Gt$*5dHd8GIgoLTN5dPw#sexRo^Vdm68LC9IU~3E?;z>I%HB zg_F3IA5s)2jydNYeeT4;zbhWXtZ8!=dVQFH`Jf_urZm%!+v9M5xk(ig?wFb3|NbfA znM0$%vD2xUYcz`Ahp2AUKu#jw$8YoUz$C!0mLo)+lwUIU=bT$_V5ZT)%UaVKt*(Rgs6^>UyJ4E)Q>IFAT0C04j|zj{J9xF zj6iEBTjnGv`RNS0zzz4^ zT1&cFyK}lZr_4z~^;Y0A%!g1BU57lzAnZeB{B5Qu4jtq_ZR+~rrNuGR^-Tm)~nsTr) zszb&bhK6PweVLtwiOXfGmRTfyZacK!$Ryij2I+QknW5H#wRUwTPM*JJtyH-DxmP_Y z<6!9AZo|4-%Npx-VRJzar6;eYp?UGR{vB+777+m23At{-s+S94n*>!u?nANsM30d> zWA5_rrL2E3w@!{-DqnYDI##q<-3I`HiaoXOf1{lJWp%@(PI}Cb* z=pfSau`0Iz=&muXyH-~DuGD0oB=Hu_y$?QCncZAPcT(yEriG5@bcx5y)FaJCrdm$ z$kv*$W}BufOmcq@`l$Tt4O=_0I1t=8bWb@vZTsqJ9?{@cdwf<1H!+aM*pz^GqnfQ0X_lUT)jlC*jhwaM$7Y?CZJL%7sM4mPwL%QSRV0^VL`GnNeSsteq~;pAXd( z@7rW(UpgKF*bh~sl=0-ZN1z=Z4r>3Sy9S=tD=A^@w@xw0&a+2Bp&eHCq_i&k8(MBM z5k9rCFMn`DZ}Apw*x1KVuaLDY>%e;#w!%$k04dI2wHe{tiApYLBbz75hVI{G=FGC^ zn!?sbdZV^p-1LcUp7&RRGKkW=Ng2d8w+d!FUwSs%MM|IJ_eR^0mM$X+fu@;?VHdHj z(QifbV(*Cn9_UDUC7P*Z6B}F8UXblcf`s$k?|8(`&C`_Hy7D}$&sNvydBNEqRiB$G z@YjT5rbrPliI*pa*}kjn%dOf=VxQv?&iL4q@CO6MMm{BMyR(Jc2i_dvB0#es;qmi% zwN=+{uaDu(+u^iSj~Z}eX(^nYkZeE+s8@g;TduD_r0p7P-fNAA#oKAw&)r+ ztSy&*b)7L4y91(+aG< zlBT#)P}5K}_8KG8^=0-e8=&i(4z%Y!89?=!oQ8l)cNAQfo$Lw*v9YD88f&L?7^lV@p3B|uwlT31H zIGeeu6??3VpkVULWB82g&mg?nxC{^I&m=|13tN8w9`dcs6ieepnv>Z=e!v6nI+B0^ znGdrNHMF#wxf)-q&|6;vj+A+Hbz<*+g|8VIgw?x=-GlfLFMF<@4Ks=|wANW9om`(L zq#`~1vp|sx%sL{vZ_~Omt64aUH{0MD!XgVVK~0htN2Sz0W)8YxayVT`dm}>(eMUr zsEVIhs}xo4ledA{2Q#?*Ijuw7V^8&3it*`@?xQ2_S)5M&^z;(tqgO%p9d7MYKcZit zd@N$aF*lOK@(g2bS@+0r`(y{g1h~l}%v3gja%Qs*k@x|>L*CLr`b#(z{-Y}#-e`bS z!Ophe9WC}axw_PsZ|5#_70mL!e`TiCvBh4i%IxvNKGix8RRh3sKRDO!ZSkFnoF;0; z)Slh%7n|?R;#pn+<>8{G3^vbO2I8dXm*fyw8}m=QyKf;9awXvgq*SDcop#bF;A-A%5$}-!UbAdw z6-k>yu0G-SX!vU2$9DEUrxmd*3}OLm-!Ec9Jqx~(>hWd#wNqTEC;xuAyF>E57t!aa zbG~p;2RY;my|qkvxz*l3x);#p04QKbvk~8^vgTh0=jabO(Od<=_baUM)=KrUDmpmD zD}=Izms`|7AINkd&UJ{YA4G&uZ#kL1-Q4Qr!N8l(y~|I%WD#yU90bylf4N>K_|D4{ za-wxEtq=V{*;@79`4ew7@BX5H9QylQOT6GJUdYa#iG3PUPw_hDIU4*+HXx|s)^9X@ zs^qo)IQ~0?MpL`)Bfg05R;1#dTqGvi!UVIkt0;qE(zM+!S=#}b`jK2%Cu1MJgk|qm z%swJxXZJ_Vhdahm4z2Kzb3~MPRbHh3Dq?^JwS*g_O$Jf)`5zTmtON`DTP5thyl5@81e-DOoXH=&Mda=1QN#Q-etD_ z!M^M<-RTWQ5Pi*IOo^OZy_d-+&fQTiOrH5a1l3ATcqDH`= z$dkJyp*I_yPUEbDk=?I0+8wtR{P~eP&L==;YgVO)BXPmT>#1w05J@tigj~JPFz7j> z!^3~Ky!L%ry=q&psqs7vyG1M4b0d^NU&WOv`KMoSx;n!XMW;bxr@KC(y({+CNsC1d z>6`N0<8Ml|sy0aXH8Dpdl9u}qLIcSm%GUR#H;pNEn|Z!$o{Z_I*%FPiCt5dL8-^bA zYW)`(@G(qI4KCJh)L*#=OwiUTIK2%CBXWwVt-qPFS6x-8ufON`KBRHedNwu}YvD+s zj}%8a1xZ7Nk?7<^X3JrKMB}FPI@eSq=o5%}52Aq+`HU3eGk8?cn$CUlTy1}sN(70A zX(KGFkkP$%_o>rw9$|NQA}f+y==(%VKQsg94PoPpASZPRTEYwJpcA%wb^;mhQE2__ z?()v!xpGl?T2B8YRSSrP($_~Gk}yZ5_B#f*+!LWcrw4Mo4DMm44T$g&M)NY7xA0%* z--6ZV(z%&UdF6a?sNu&reJxex!)|LrcmkTA90!v;duFBL=sK*~2yIe2K>nvdi}KQH zHPH%$;}2Me61!ef6vuv&#J%ITzHUgNLyl9ai3LP(JfuaU=o!ph{EuteOH+3ZlM-b& zl4F{|x0S(CFp%*`Bw%Vy2@yTAt*7nS*_I!g|79<y^0aV%MYu#t`P1_e_KO8bg8Upbn|TR5v>gD$j~o#~8H1ec_pne*;v{4CU% zoDjV{IGgi=mO>>*KN+70N^K@~tZBqqkj?cYw5p;%#a_Ks4GeUl&sl3#NwU|D2u^ql zpA-`IOPv~Doo-j@V837aSLsE5TGs;R!DegCT4!nMfdi3sFj?flL;h+f@Ux0pAVnzr zD)|xk{x<@t9i@kBu30Ioq8{~!RwulNH-UI3t-N5XC+K0^{FP3tI?ro4lSWSt@otn- zuTHi55GfeUcmK5=R$XqC97-$fRFh|7wwcP`eDXGRcxvYR;!N}^kb**YV2&8E{)2}Ett^^rm}`>}8VoJ@KnowVv66~;|A@q* zrXaV1(&Zm%;X=EP0NB0_un4Fx4a}_NUQzB z!^Xp+cD81NsI9=@*CfuAqyFHp4O~&f$&ANbjl7MB@Ft85>=XLGB-6=v*MHW&XK74d z5(b1rUmO6UlvJwzl3jHh;5+ePFqe+pJlg5iO`lnTa(~cm75O6aABzS zXs#<8PWY7Y_@WTZ>cqyDQB3!3SoQgYobBv7Oh4tVt^1=qp|hFtKY9UH+_IRRl%HCS zxDkZ($d#+0a`S5P0r3`2&bVWNJz?rEku=+L{~nnDz-F$d(O#0*w!Iz`79%Q-b5kmM6*g`zXWdH4yq8CAytc6Xtv1p*ny(@;;yY}0NKD`6XU{5Dc@%pLuorC8O#3*zrZ zy?ji{VAqUk(WSiUVyadtw>-f3d{SE^i;a4VfNU9QB`(JAs%S&A%fDy6KBu#R_uuX> zcg4n|gh5z4@G!G?b$LpU0Y0;PoXSVh(48e4U{yxv>#vw1P1{csKvwH0MWHS+sRcbJ zob31cyjIB#V)sf<#Muz#VEls~PC9mXEV=RQp#WN&H*y~$va%ZIc$S5xn>?J(KTzQ! zOdn3uQ@Z?@9G?H9W9tY0sEF=m*^mnX+mqM2lnN2-XH!j9+DtzIx|&j2jjE+ztH_gu zGn=3H+?baYufG;={j5;VV~&sh;+bmB%U(a}C(-0whm?BOpYUY)+ljfL?iCNwr#TPb zRqR@|YVIa<+tY9FMNJ0t1_lyCv4E(#!Tg|yNRe-URJ%fZwA2sk4=X~=$R88$$_Mq^-%BREVgj69C#x~4uhGp#x!Vb5l&h~OP8)@O!59Nb=i)Ya8o4tTR zmK2Y18aNdMJ6opu_mN%AYN9*yjK@5f(xSJuNCD9dak2x0`?U-Cz7xyKNp?kqv?m@Q zJ&&hLVcYqy69QnUe{@EVDX?-#q0o)0lctyU%{0_QtyiK`v|c2sW$ooIO1nfbCyh1E zqgv1)8?X!eNB5Fa%7uOXZk`-rg%M8{^^Qc=ajZ8iEXJIG0bQBDY;5$_9^Dz~acx|q z@3+UER<-dqmMW#9s0?If)x#p^oe4c7Nb!Y61V`Y1aa4`aiSb8WXs?;qVmvv&YDjkoqFakbV!N!vuD^b zTkBynM#!DMz2=F|XmdH2qx!FW-Ga~Nh)+VE1axkbe(k4vekYz@fN~zfqB$diz*rAz zYtVHYn_j^!&!za2SAYgv+Rwg|z|q(dYkz^Jq2F%p<8n=hZHIG}nnL{j>{UV1v}INX zw*faOPbMy)*T~uUtIaIRLJ~I$E6us*)R^61h8q{b7KZekq8?TR{~$ zpkD=z|ILV4GKfb6atH9<%ekn?WkzB_vY#a^=BOp_@mLIt=kiwN&I#82Dy?7Rh+Tm; zbT%BSmIij)T^~akJC5lUwT(5d%docJSMa@K)>RJjr( zP>!x#ZQ8r&_K%KGsbZ4(eZp6-V0|q#c+-5i;V$dr*7=L{#0n)vms=vfrB4$hj}P|M zK%cArHaG|xOO~}{hls6gzTHscX`i=Jjjr_*JK2R?JL! z;g^D+Rxly`>QDK~O`k4`uFV~l{2VPpqZ(7-Ox~S4=0Z)dW*Wm>t(wHSokxm z&CG9&M`N?f%t{WP_l|=Ci3njm$D)3*kXGpfyW5?UgT!||+LmI*8&LAq5@3P=0q~JO z@nU_K+TCw^mNBbWts|XwZ_}x^BLpYz8{C#j%dE={6s{5|^NLQI|K9qe2y8{k5uEhg zTTwPsucJ+NjqF(diyIq@vg0!p@#?haw$?r7dj)Pq=caM*-ntylM_~S%*F?8D5WGo9 zzwF~W>gV%6>@mJG*WUH&1*p_fhlcKerZMs?c(QZ)3qYMDlgOK!o&TApG$?C6@hte}zpIyBTnRimXNVy^*L)<=LpPT$o7n0@mNI)T)S%^_I1js+Dj)vT-O+soeL988E*J ze^Kh-HuH0;DgKnk*VPX@7c-P|;uVIZ)EZPIPdQ1T8*aReQ3rivg%c{kU-I*x*fgB> zZbvYY%{g$+6JpylV&OeJp<0F?!rb$>kA)Qtihmy?410Ww+@wc4oCrw4AaV2Q?IGra zcHD+aAH>s4#rw|RrLb^M5U2fhTC)HWc+1VKPVH{ZMEPn{ynt=DO(C}VBCYw&iF)H( zG2%NGeyew-UIYvY3B5+|RZIcbkbz5}o7NQV>gFj?F{`mD#rtfPzZ2vycfjn5#?S#3 zTwI#^-d)Y&@e(7aoRfs1q%WNUizbVUCC3u)`7O|sA^o+CT0r(C0JU{P3s!#EqNDrG ze|kWTcN{h&jtRIEOh3TdV&d&Hhx=YYLlY5tb#=PIu_`@wky$^0@O=av^hS&}fPSl( zfhZFOVjbfc;?33*S?FJ~!|e1`=@5e=Bc&NGCY62#{iJ-1I%A`8=Xfcs_6yd$xP#mQdu#x9&0acIOC3`u@Jm2MO^rJnB0xBh^fx`8&{3UHRdfx_(ad=j=C*?CMkxuHh>H=Tw(N& z-=~DR?5qCjY&2ZlI;=Rr8gw+nS+)%Az`V++NwFVEe%obVXA+fNxv62LF(_;JopplM zufd<|)eo#~g}Vdv`0(-MWmi@D;=#98WQi`4T!0zNOnf#F;n!aZ6$D5akh9v6K*3+f-uN!yNbF1=t?I~}qhMQW;^jEQ-tZ?9j z>nl>@Ajp4o{2#q8bQ3wJ7R@KchBAC5_V^Q~9^Gmpxm^5^)1p{VRfVD6uZt}S4 za>4vff)j23Dg8%9+S8pPGa@SH*Z+@>o1DyNF?;8YgSXtWpTZ&cgHkjXxfF{?xcHJl zDk>RyoIb3cyWMZZ(W8_q4}Uvz)!hJ1H*b4{Z!uLf<8P zuaCJDf`*IAg;dDjFK`-=j+ilAhw4vaGt+3d0wBo!90}xgx9UFc)P;N(5MfPTTY0(k zeKV{w%*U<>54uW@UV_F|l;N!VWF%*onqpKYSdy|?cF3mV_${804u!ndny4jU4mjnn z@w_>Ph)_dbPhQtl5RM;DMZ1N-ZQu78c1)64Rh@5H*7!4ds{CSv6{MH zw}$-OgRTA>7Al$ZjqLb+He8DXC#Ggl`(}o*LT$d(Mr@MA9MI9&k+e<+`aBpIu0#e0 z61nuMtJwH@h7|8;>NQF^{XAk{ngB9|1Ko4(HcY4l<17|>ce>Oaz;`=8KRMiHrrQ_+ zS{=igHUdZ?HcdT00n>Sx@-2q;Iwvq@d`O!dnM#E#jbo^Sv2%m|N{bMbR+h@K46M=M zxfZQ~`5U$#cbTI(s*K46u3VwF_52I!4?h?_gCm4Q_ALr?FkJz00U9 z{~v2G@I&u<7?_iLBr!)AGHM=fzDRUkaFmo9sJcDp)K@W2QwHi4vI>0i*3n#grC~UR z0_mmmznUEX=!m1Ro)&t1Z!DgG>E!Z|V!L{rPuIBi>L1#`de5Li$le)?8#98)i!d-G>v;|*f+7-ZD8f{^GeA{DsqOG2Jt*=2R?YuArKZ|c3$MWvv8 zOy1RRtdi!~bpzR)sKJBRzEbHqO6$T|$Nl=^dp|+ENP#NnIoPRZUXE83C`{HUVnAbF z2eeLho_U_0qsA;VK((&NTl$Dnx?Q~F?%)g&)6uHY!cW$8n`ND@s0I6_bx>bxb;jiO zGQx_ip>DSFNnmE2ofd!V5AMVeI;Id%w9M67RbDYQA<@#b#)kE=-(9I7BLf;$vUiaj zzKO#k=S`k_73o!~EB4h#FOFuFECui)XY{0Ie-#EV!F@NO8K)*rK2jyJ+R8Qir^#TV zo%H6W!RFy{pvdM-cSUsJpucxNQ`vQkif|ji#`u=K3^}WZ%}$~fl_d%b_*15o9HVa} z$eT~;B^;Nwa;WivVvhtz{Z0U+w-RS3Uwxz#`Zs^99g!+Jv4QU$#~k#uUe2Vw_<#xe zjkN1MKcLX;5UfMm2nlJrd`YUpf2A zJf=;>ApK_|SH2hKTZtIs;4FwgtdIB0Tk3glgrodQjdhQ|in6F=hJA|u&xvLQWu4Gm z(p3}&r}bGSG`~k?kuk^;rCfjx++xdxs{TmIK_P>Y?q`-wDFxu*S%a;r)nAh}!lNBn zGnkijJqktSEJ-rO$dohl7IFnqdVmBuS`C}X*9o=zK}H>#v0fZ{#WoisSZi_}q4OGp zLHa*3=_a0Wt|E$qhOJzNr}+cZJ%{zad_RB4&<{^)(8hD)(;$_=+e1Fvl1H8H5 zV>L%Qd+eKEgZrds9&0f$ig140w*A0QD3%E`){p00dj{Kyg>T93n0&hqZBTMW%=0v1 z0C+%LrdamS7t;54HdutX%l=Q$?hk$#gm*6UAkUn`3c;WC&h~EI(Oc33=aaAp2M&a- zw3A;)hnnVbNCr~mHbwnaQ+bxp${_n9O*m9k1np*HzG&lh;8(!8GOC)^=aLmhT#2)| ztus^(ZPDf5+P%+KLZ4ZGSZd_SUs-TH-~(Z87dxQSdylia*z6und8Cs18j<76h5{}I zCmYm}B`39`V?{fc%Gxz<=lRqankM_3c<@$^H_r6A@#H@`5tRKVEGM7H76EzO=UWyO zexQ#^N^KgS&YjO$qh~tmrV*>#kH=B{C8F*6ioig)VeAp& zj+^1uNU(XPcqR$r$WR<@P{PfdyrWuP`<;`^JOQIS?$Nuuy&Wy?n@vZLCZ_3Xy;Wv@UU@3KOC zJZvRv9A5I!>P6pmQa$gosa0;uCS6zHsbmT0o-`ZMwE=?xW4?R;g6(>)bI$XP`@TO6P=l2# zIkS>|J;#=>liwk4Pb3kJ%^4xgudIsbm?bWg6-a+Qd=#m1$gax_WUTiMLhkL25x8b# zL$PZUUl{-aFd4`FH96=zxMMIr>gnjT@-&ueCB9#DRA3?p z7Opv^h1WO;R{3FcO*i}T)h4&o`CNnGtIjywM}^8qL!hYZRVr;9OB-Yp?yC*CgUGfpQaY*Mxb1Xb)f+3e%+1F zI(*hgC)`DCetl~vp%?OwJC07@h|x&jm(;bkLIZm_J!fb|0AH^?J=XouU6=Twfx`Ee zX3EqV#1>mx6$n#m@kk4{YGS*dW!E`VX z;n@4-zzNAar?f2xH;f+fa{sl4`yVa>R@@>L#mqIZZNA#%0gVlz|72Mb?Qwf-tjw#H zYd0{9oJwx?>T>gYYGkY89qXz)`q@eTIS71o7utds7d=w2usdCj9Ng0S&m~X7!;iV#FyvhB+{eRYz8coIaxZg4H`QM7EBUNHsY)XT;Ew@8?&LP_HUVX4> zw6|f_xR3K$Za0~BlFS1Ef50uJV(IT1jQXlH_UEi+Sp$?2dF@Q(Azg>_FaEhPgmif| zKer>LdrgN{Jnd|8s)UgM->)Q*JgA6PwA$DnvsAHe?;56Hl%uJ7>6?+1>K>&`6M<@T zo(9-UJB?2(ZlrE!h>`B%mWl-9Yo*S;o=k!mXH+ax+@_4ONVG(I_tk?tQZ*&Yu<8n% zqe34}jVB)W{Idv%U%?Lp6~+_=w+tzv?{@o3Y;P-EIm-mD?E1${ozyq8gnDJmX^lJQ zr#N!Haf93oFcgn7Cx`M$Zh|5OEO7~47^_8-3{NkeL;2y3a7W6UG+W7Uwt!NaTfAD; zpee@Yy1}7nJ_5(Q8i#btTVfe+L+1XT#$v&{?@c2FSG9eVZ_X#?6d_hEI`Fi*5Oc1* zim4HW9zTatKUh%}r8cHae!dzPz5YQ`!KMq=8HZ;+ZmZ$X|8Q)fesJ%d4Bfp1aTLro zdGnNo$@tBQ0|T&q+2n#WDQ(a;tQcJxekkQ_$^=hx(01{3Vr)&|0$P4d%uG=?wO7P2g8N$l9MGR!!Xu%I)A~zY{(D^EP4bkE z?v-DGIWd7yn-JK<7cX4b55o7@6#i?Pg{^-tWfh(|y(=6g;wBqCh1sxBl;FLxqg?LCtn zMe72i?GH$X^+Z_7dxz$rEME(gP)`Q;H6%Rcxyoz*Ttu5wPl+=mxHcc;q|gclk2y8FCH5*wFLP4$~b9#bs{yUdrZXDn|AQb245q(X}1~6YhrKS z+0bqIM+Jwnr0rSnvcwgYD8PgRV62b~!7;Nf>G}z9d1STCOIdCpqC$gijHuGh+uvfi z#KfsVMpNBdlNZ6H2O7J}H{5A8{6s!^b(-D00?Q!~*WJ>w))D%}JK{x;2cM@Wo6N>N z!u_Ce$lohD;)@PO<9f{CJwOI|_9q$JA}^d0EOqWB+)Q{gV2NVx*M ziy|{OH2J5nGk3R*eo#-hy*L0{2I>=ExnV`BGQ}X&qFo!As6&`FL)=C#t$sC~8 zu|EB?unM~vfJEOmNxmEktUvdTN(h}*3C;#_PZzl1VpnZlObx;{8^75Y&ncahA&5+) zS5DXv8sSQl@;9Aa$|o?cg{-hgqC%Ib25Kfsrl=e7Ey)l2^eWBF~_^KB#7a61gpM08=@G6wuXXP*z zq)eYWF)o~D8HXrwDc>WpU;?-l2d{{mzN~u1VSS6Le>Ha)9ZT`EYLr1WdUYUVQT*Kn zv)3GhHIdOz`C^B)XkJ69J52T|N}{_OHD4$95?|gxX0Gj%E{sO(|I8)0=S8MAP4@vC z2_I$nOMs5AC@P?{tfC0{OFeB7U*A%v8v9Fw$U~vTKNKoww!kJTbeT?K`NpPN>7uEh z??mC5O>@$~8lz_K#mO-ulYDop*|#@0^8OP><|QW$>jzC4Bd^O}Qg=Gj5fI0QLgRoZ@Io0KqcTWlvvA{K_kgd*4S!aK`bWO&qJ!03D z0AhgtFhTDbN}mlT85)vk&PD=H@w6wNZ8)veGAA&dbNL$D?XL*W_T5B2nTyKVt(wsn)i8s34J4k{uX-Jn>8TDKDT7c zf{%h1TGd^eOOBB)@J!^O-#X^GUiP>*$ogIt>!8O+Q&ZbRMfmd}ch+W+ZGsTrc$+as zQU3Bfg1he+PVJEUhuuQ-G47hZF7u ztQa*q<3*5ady5_2mx;28r?;#)MtZvXs#EjRrtczgETG_i54hL+#VT0r>GoR&^vQt z9#fttB7%j|?3ky77Y(`L>N&gz!O*CkbtKIlsrTfYiKgw(CoFOB?i~>0pYIV1tmSzI zJ1GwU>kuan)>N~}3Y>iG6ZDH+wssvN#`FmBTa?&jRa&^*CqT+;!1^^Y1IxyGvAIUJ zXKYJP$M+ZRdc_ zJxlrw~cjF5Wq~@Sl>}ZA{xPo6ucxnsa zw~;gsw9@Q&zTHEaK(H4~UKZ)KChhxLdFWS>u0e zvbhC6a1Xj$6zU|8zK20}v6Ez%0Qf+$~lG9b;cmlgun+f71K92_8 z+geS74^FHe^gKPcp;Qqfcv_`ItbMpM$r~ej;>PS4rHh^Zd|gTJsO!;r45wi$dtZAx zg;s(qIV#Ubo)mlm_viM`!`fRfl^xq<5>C5Pbpqewtc1w1!KLTPl$BETi*)y~)li~g zPXD34$@nIM*hdZ@nLJ0+tuuwBHZD`vl5bLRfW8YZRr(`(5na7Cl%sq9dvAcr$qyds z@X-RH>X&9#cWbF95$j5RzF&hM1OoBM$ny1iT%s8<#p5~sFFxS19p?wmBa1pbNT1y` z@v8HGweI`g+AlgsMbC_W+ocD3oS7sf>0Jozl3L+^KAOEda`u+z{GN202>L0%(Q{5m zevWUsp)YGp-hR}x#@HaZu?aM(!)ns5pu!|0%SjrZ+&?Nf)!Zd}YNSA}j8xVIJ{D{f z2lC9g(~;VSyULrs+x*cTx;UN;sfRua9g=>0n&VshOTN|R-z z3<@iHrtV$(qTpwB%Ov^cSGA=$2AXDs3mc(AJ@3Y1C+@K=KHQ`^JO1h2)SNY3MoxY@f2Tn;=^qu-F&~Mr zY6LPhzdo$QZE8830B_^rZaf|FH+WF0m(W&eNPUxzF4_OvdP&RP-*y$sdhkYAS&37~ zsR4|i6_r-ZVER#>Gr;@&Q-A@SsM0=b6~A>_k-z1%mfsvh%{#L2<3XI3qIK3$90SA^ zEZ3Jx?*R0sC}AggX~K}CYMPDBZYofU_}Mvyv8-;$T&PRY z6bN{FfHxdaOk9F(bnx8XgpeB;GySv zZh!5*w}u;KhJG&3nE5j^U7NJD8x%=EJjJcoQOMuDXp<(RkY!*~P;272Pv~YIp(5Kl zI5Ds}ID;Z%zyBlV>`Q$gnH2tuE43hS)I4?Q?lUa!-m_rZCIZ3Xjd0gk*OX6;Zc?hB zf->^w{G0+s)?Zps7rW5z>=W0eg;KDG07xpsD|Ly7Bp zWWZ;{i(f=YDYT!hXreZAhbUnzW5G?c)5YXglzM4}?TPn0|FC+w@}|My7PN?Vmp zFnvyD8?x9t)~#Fg6lGJ__$z%lFG7Fia`gZ(i=sf|z66Sw6Dv)jn1D|js#HTN0GB@l zY?bw+`$s*B%q{4sXLywe-pj7wcTa;4R?1Kq9YpwD&9PR#6^L8o5L?qmxhRz>@IdO> z@@+{mZ|dBK`Ogk}ug97Hlf;NUbh!6HTt&uEYl_HK2T_Om1UoY3 zU4t*}Y18)XsXU`oZ)>xxR$Q0qP)qw(=qb-WOa#q**3X`Rv??%kIYb(fRknpWPZA8{ z#=#{6BxU@QqGBaQIA*AK{J7Yo!M_YKy0;)gM2DL@`O3=4{vi%syo25IP5TI2c~cNT zkvBfG_ABapQbRwzSTF99Hy7FtKFMO#BVF$N4z$Mz-0c9;?F(rKp(FJv9cnvk#wGaL zv%#o;R1W%J)mfKy53Tq92AtMPQxHE0krRXeIy<$hmgi9PZ7*t_y3u|i>YQgqArr#= zygK9LjmOLiNE{f*K(h`sIV`st97lg&R_Qs=hs^ z(i2DCK11wq?9hjAKq`Up-dC7kg+Y!RfX=7?SHB?LTh^6 zcb4zSD-`nB34p}NW&!_|!o)Pqr&?b!WczD>b}vSqcnP2#R^gp@&G9OW|2Ggx- zyzwTq#rJ6+3TyCFX{qidI6=68M&p4>ZcobGcZ?@f{pOC=mtmJ(YOf_pRq=x@<-P^Q#kSAUb4x6W_XJo#*2w54XxmDU(}eOd6A z0T989W&^?zh#!uRzLr0_$m7>oJvU_D&%}Mw!`9&E~suOn&#p?Vg z@{{wHPDr5I!9y9#;%E99(RPI;7$ISeB6CITPWRl8i%ixtXV{_)<;Zr>e7=-~Epc#A z0+)uGsj{5rx$>LUDFk8yVGPZH_@t_#1+(Kp2SUO!UX;SZv;$)Xhzd0Rxpj)J@4#h3 zLq=y7?wo%d5ERW4Ok0doc>~r=oa~=*&E`Wms$>i`+ohcfUTbUh%Nwsq|6}G@KW8@6 ze!sdkNJYOrEvWfiFEze7C#Y$)&L0_7wq)`1+x01(iH#d2uK772<~K-_^4xopCyg!Nx-jN4L&8U2o7_n%e?D9x z&ggbcbYk;&^gVphEkOzLpfW?Ovw<8k<*QH-7#9Egy-Ds}Fc`YpXCtWcWNFDFlJz2w zrp*q~2V>kZVzl=zh!FgARP8cb?!Oj?OMeBdp{Bsj^nZWHp;A!hTgzhA;4g2c(5=0QbqG(9iK^H=$daKe>=D1Ld-x_J2TbLgDkY84`v7hNa7 zB^D%MCN`(~e5{_8A;7-Cc#QmTX)}jw%1b3mZc!1h$}}?Z1lZeA5TNs0KvvBlRjwUT zW`3!2XuK%T;Krc#dffjU$g}*AIF8%tlsau7-<}8@u{z=VrKxCkCnUj%;RZvv_ z`(B`1@PG8PR*IBE@r(m>X?G3QsYySc0iFLLj;el~xl`vXkB})d-w$$GU9{2^>G6*p z&GvL?E}gHQ;~k}<;i_3`*MgMM3uP$yb_3>3Y7%)*C!N03mV+!9XtYAwL#8BPSBQ#- z96=U7GlUWuCe3E79ijIFCu65~#gK-=6H_k-692Cs7p3@8&LA1YmmxeYH4WRV!GoaO zjVip1otuh4AsG?o%_sEtoJ{i~HP<106tq|#>MshAS_UHu4B?`AunfQY$b)qx4xy!f|-$n!e8MP-bu=0n* zmuEU_3>VvrJIU@G_(u44p7Zg_CMCRlQ(4A<5n<(Bp$EB4CI`XC$~-#4gtTmoQ%Y4YPt=^`4K6tE z-sW|XlWXEinM&(CSMEvJ_bZOVPr3xQHMptD(25US6gN$fW%D3G^G8v(9^ndYJBf^0 zLrfz8zdn-g^w#`uo!{<~yajP(ERXG3h3=dYq`hMuTjlPV*u^>v6Xw76y7#ueY%dz4 zn`(B=$+=RKp;l;maMwKcl!eZ7jiP6pDc)@7iB@Vz-gEg8vTdC%!fVZo$n{*RJqFU5 zK@+UK1J)mBa`l;prTwGIGGt4Esox8(2-Wlr;L<;IN~j>j3{<|~ZOQtZ0gjNjI;0mf zsQyxKJ0%?E5wK#PsH1|L6`j z5Dd=XPKTzsb8?;Ra;(QF+667y{kU->V7BMVbD1zXMrQ>M66MQo;rBD9vS2V}fD1%= z_`Kn_{L2QH%RfKpU~i0NJ9^p_N0jy4* z7qZEjzJBJmK^-)}CAyhDN`;V{@Dczsxr`l`BQfTZzZ;XaIJC38c~7fxg+|DFqL(z!vJdBp&34rJc-#Fk5{&4Gcu?^aI%w z9Bgn0pS?yzWLg_9cb5w0*JUUQAf__|FdK+FG5?Q)yEHCxpVgni?>u)6EYSA?;TZWI z>cVvc^X_ik-RuK{gTFBWKxvEVob`hP_26+uf58u=l4B&Hq5OPq)cgg^^1ECl_Eey!14)|H!-w#=ez+ zT9S(U5x^O74;CqoQ} zG`+=HQ5MLGph|=AA&N1_srIr!nUGuy2J)=q@AhgJZY!JB&zl>MN#~Y>jZMsl?QH&o zlqeXe5F{x!8MzS@v-~Br-~~^kx&*b_H3+tY)YG_;Fo_?*P1=y zy;0}(nD$)BkrJkd7g`0vC)C9j5gj2bGcqZPK$8-S+%C{U$UX_4gtR2LScDn#H5@p# zFAt_KLS*|9<*F&N^zrFNpM0H_*tSQu_H<1*75OIhZF$miN~^C^&u6)tHc0vIusfJs zjds?j_AM6sD^jep*pbX`cCHvLJ}cGYSGv^i{wPfBxnj6OC*lq(pRVFWey$u^D|~SE z#lbeQ#PYd>%ql=2eK6;-ZRg~8fCmf7iA@50SB;V|oy53*V6t6V7puTC42MR?mBPu) zD7DpG`q>4SyW75=cR$~HC17(NG*^%^SW3(vhM~**)TeO3vuA6|Ok_r4L$5R~%+{BG zLFq_P5ysa4VuNS%MWttFM@>#ssgp)Au~Mp`!DzuU;pL%L&(zW9iT0R8>xfs>bZm z0*V!N&FgXcU-#&S|Q&9Jfcv|%l4`n zxb-&(yWR5B;O>rOzq8y|vBQ>MiwN@ELq5$3TlH02C)jiR$0(pL+p7DXLGnQzg+Q+< zU-3Kcffmh}K{i0E9pB$}E#KuxbW~+AQm$d_)~U!<;w??n(WLek!$1__nx{v)hsh$A*tkY#DvCh)S%@zmeBkmEORh?%`} z)T>9o3R4FLtnM-7XWhCG>*)%nZRfVg#>kU)uQa_xPt!o67$a`@C95gG^b z!?nv?P7CNr zR*59iU`F%sau(GMacp<`?XP)Ar5m+ex$G22`Cotx^>C=}b8rX=a1}i7tFw3Hp49Lz z@TlX0Cx&7D2M+u-kEr%jqjVb|NqXfMvDyG%4?^zuE1cVNUNI|*s;kg+%T)fAriQ(A z@M}Oji8Xt7XfZm|eNym%tkrOKSGq@Nkj;_%9iA&y(|o89zkVwb#Y4$hC%vFzQ6-@o7gCS5$=$7YUw^JC;gKb(zaa7 zn?d_>Tqz&p*fV=oGW0h6V6lN817#kLAD1xiPpz--{nEnH01jY+w~jI^Ao^2JzNK57 zJ5m`Mn(eazM5sI5_e=l`fzSN#jJ;)U0`&u|3t+QcjIJL^t&^ER2cg)Q!kg7=gbL#= zUGp}+J@rL;fb@>n+mUR7+}A}5_?2!*}NV48?PX5usdYa5Xy zWjZ6YTm(bGI~|74ueQd5-{6cydUNk&n$(9??9tu34 zGqX;N`yK?@Smq?Xjwe}LTIZWpHP$BETy_f1U*HsIju0p(%e7wOhI&?$HM5^$^zX}# zr#)orKbVBA64;(1$U&z$~&b>3`tbM_%T!_Pl$>caPYredR~BfOsJ zGQ`2nz=Ed-(XP@6?LxjAhZ^5g=EsO-0c*3FRb$is~wDZIq{+JFr3EJF@9h0g2 zW>*v4vXCJ6P}0s!&t&I^mExh>KT}fRU@2%?j1(lQWUr*FU~%7<8uQ=W0&Ok>Wa3pr za@=2`Uh7TB>r)M4{E7HglbNKl7{4J}9?A#KC|zY`9>G|DN!#aJ^=pfxXfU{S^|(R~ z#sR%h(YDDz=__rQXBvm2nPXKym>nqB@=|Q=ch$5<9|M*q*Bk7tq3{*ASV^^#aBqO`f~w6(400UCWVDF7*mx(~}qYca5Ytftfl+_?&XC-2qlpaYwn4I+ADY=CLlY zyEV@cKhuVn-N#aN{}OFA(Y0<6&aWyh)=}qz!s0UB6CPhm4uva>gK30bj92K*q6;1a z-=ww^#Vg;vTM|LL)S65BL4Tx*JwHAvJ-29MjIIP?t`Qv_dD;1;M&6j-P~Pt|XsOyL z@RDWR4KF6H8oa_HSe!DjDfGOz-s)H@;B$wf2r$4_JK!=$p2h7u)MVmC-415$^{?XP z+w!h}J?>Ar{`UP8=7U1GXGgmhyRmm0R0YhI1>iR;)r zQRmP}mtmr))>8b)M@&cT$0%+yl`?2z5BYxRXPP`^f(XqEb84C}$4EFGwx1sQy%Bu793Ws5YY`-9TT_!bHF z!*;AuO%EB@(hu^cKohP!xgc=ui5lpNvW!)LQOM3A2>-@{+&}sF0ub&s-oB1+q~Gax3Hm)hkb@VU!;!g0p%)K#yIW=Ue%xPYSprWYq{!E)X*DT z%bcqVhFm9c84LxNp>C98cVtODMMq`o7Xzfm7^&z!@0bH4X2uh9kvdO zCIW~uAm`vwpq*`Oj&+)xo;p6t#ioK2XJgn@R;`^Oz8QfQn`OY#fC{ZI{ z=QSq{@kuxH&6JRfW*-_>=UNdf@a}-25tAMBnSM9dG&c8B%U7qC;3BOC|NDDzXxMQ~MSs_yCN4V31A+`k9KtVT&Gcf@9Y}>>m;mF9{>Futa+O8P?0ETP5a4 zPpz zf4#{MI^ZRrmQYe(;Ud4cZ1+~Hj&zHgFVjSLP5QD~gqcy=ma@>b6bvj#kl}!G+DKBB(?$kh^w2lAJZ5)k0zvkdkNkv@e;cz5d1A%i>uMy@Yg#OU*GE;bzOlky zXCH9O;nvF)ONdnVzJFB0;{?=qUeDtZN2oyOoPGDA^u=pj^q#-_aJjUo9qIv?^NJI0M}QO&Q^ydxa}jfi_-fdSbeZ{-z2YVod_ju30Mby2`l}lXkMU`>Sk`xiw4Btn{zP};81j1M# zhN_Owfh1klwYOjYUAdUf{93+B8Zg<_}xprec<4nT-3yjSzhg*}#T$zk-vBoivtwf(Ze zAC0pAvq4Bz&#!<*&F_qnV^&-N`X47o-1!Ml_A5=R@Yn0`V#_{J?4z{bneBNl-=6}nthd`HgxR;H9jg6J@tkaPdS(A3P^muAaHHV8J(Is@+&s)TJv3&=0~%Tsi(X)#Dm$fc z^Xq{<&T<+`q{GXjpA=vtEWZV9?l#Q@iCweJU%HZxYv*lK2KMe!Og^@iZYo5&z*<>y z8_(jef%+=#A3;q66>1&!i(E}{|ETmM&Z`zL1$G_Q*p#^fB=#@<5KYozW?GvrTcQu8 zcxPI#{OC3&a8wxJPYni8hm{%z_~WHVK6Mmbw8;zPf2#2Xo&>(nrspD^3iszQHZ4u< zQ#g-@-}XSgR00zfdxFOtH#OT@pZENC{}4;XzdCg)$?RauD)G0Z#6JULXelG?bm($c zv%v-F&Jn~jPf3~NNL*-D+UeU_Zr-y$!nSE(P(1;f{L{|0E#CECU*ur)u4T3>sFh_1 zXZvDi~Aan*S3lfc4yKN1x}yE1@W+RlRW4upK6%G?CAl&avNQF-W7>!#B}J ztv!=RG+lwodY)ukY+{Uvh1qAMnlr2R<`=AMQ`VomNS@o*O80_td?Q<$-dm zc#!Pp_bJs*)hxLEgb}_7g7wDsc^I_e&BXHnPR=U?gz}^pBSRqfxWzvzofL8ZLF(Vg zbt~DYm4R!@x5Lb}NNp}HKwZo>)AzLutS^l5EWYT=3|6^qhGxEq`t+my?e4tq$afbP zMvp1e?Fe>}aJIarnF_%czx#u1N1JkXO_ZW~s2_GWMI-3H85h3SeAl-P52@j&5sPQk z79ZsSEB}W-P41i{PZr4@&bw*`s5}|D%&qw2%3TIyS^Xr}5|!#1usCwKag{o}Y`4Us z4YU?lhLbHqi?lzvx$7m7s5vg4xoEK$VaL@EEAY&D)E>2?N!eL>_5e3!uL@ zPWdiok1Nz9%{BT4u4giTpY*EeXqs>d8yVW+J2mPksmSK*Hu0$_eq8&-%y?^O-F$$B zDTU0cH($b6f~_J?{0J-Ie-Y$To^x_W2v$zB;O^f@woKb7OQBuK?>NDxcIDEkpHEj* z#^)h1* z&sr7ts!Hg#y*E`_!CBFeuxDN2SmDL-ekDxuO^nKaF!4)GD7qKLWuXZrbB@`LmV6ZV z^J%@zW-RJ3(^nKEe#)Vkwjza7z2?wSu3^YV&z3>1A^$5|7M@txZ57;svZxB*9O+H* zosoxUX;s@Bq!Wa4+OlH)fw4Rqz?6Bs}>Ntj&;Jx#4In zt~o#sz(^kT7tBa0@x1I<<@iUH{F0*}8TIznl(1%yqBvK?@RX&&WA1O! zZOeX&$Obre7{T{*H3>8~lM;DsVH*VKB(o5C@_|t#PoE5U#1pwsi5m}5xJNkz;K4#p8jf}}=?p10oo{#ZgG4)b z^j@tBS!0!2Oo%>LRywFm@lyFiYeTY(7&y@Dw(NA%WDjy~bTVV&00U1lG7Q%E(u1uj ze^;QcI8(NyOSInF^jD!sV>g#*YEqTQ0egu&j1AkG0|{>X8yzyM^^VK8Z745pW}m-E zD8{+dbT4&S_Qn{Faq1t{Lt{nS85dy9q;A!JlieB4t}Yt(-jgw5Y3CHR@u5Gy&xS~A zkaDPC--mwKK3+DoW>V&D>Wz7MzAAZEzGcvBy%AMPP#+p-YyTS@ucZ6iV|(J~SwVyJ zk>;_5O3AiKwV9bvE0y4FQbb!A4fuN{sE_?}Aw{nz-{Mu_+g4EN0s{-$twK9jJJmj+ zB_@IHcTXj-g-F>9AHlf;-%K7G2alXQ!7~&9ZrU^+KKMr!z{hqf`LWKaRJ!hIu;7`z zp$JFfWSDXCtEv8}85hWqXWC3HEPN#B@qSYoBv`WLYL+thTfVWYtN``(IsnIZy_0h= zCrPex%)-6qLLEC*{u#ujx)QJvHSHF$%;fzIR#Q77J1hS6w!jFyPn&V3>C(Cj#v<<( z%e7Q1STP?`g5F5$;ZM4}ah@|CE8ZkwKnz*G;ls(x3%x216J92*hqnc1X-pXHe zTj6?wuT!u%xAaA9^IufYQXyM#$p4#FHJ*;9+FvWE7&0~O{;dB12)t0)hP^WccIJL| zCvp$}iA>me-=t_evc&Kj@a_oi8G~*AS~q??!hWscCatug{Wj>`@d@*aU0RekUQ1_M zWP78}ezsKSJzZ0~{#n7}B8iRxFZsebAu*Ib#6@;Sx-GrI&s`WamD5-mYCbK23YT?k zo#qmev@`2+U>q!(g1^!ss;K-Q?sJjt)F(e;s2Ve2ZkD}25|>X_xCZ4|HiItr&jqr# z9(+tquruSlBfEFPJdljryOmr3zIV3PLI9TF(+PpLpb|@%ua>M|&5tS^xd~rpl&d$j z|F?GR(05_OF^O@-BF&*n=hC)R zVfj7ju(o)ww{S@$*(~mJn@XKMbd(%`V0BnxHo6dw{|NL?p%}l#Vgj3v6_XFJcu>ko ztyR5+iXDKK-7wtHOUl1uy+nK#YHGi$#EJfcNFnel(f{G}-U90@hGo z`p14l`x@0i^?~Y5I}fkbecghSfJ~`WL%@wz#TXtJjb8sySEkR+j%&c*jKBTSSA#7e;*vPwKG7*Ec1`&O(O0|N1JHLv+neF!Ius(2_Kba=(Nw&IG!0(GqGWhMt_@ zkal0(E_FZmgBf9h4`imE+Y0$`P|kaZ;ZoMC{MWH%Se|@$M~845DdAAjt}Rf7WrOkY z51_SjX3ai%RnHKQj3)C+q~0+P3RmUytFDS#RQ6}sBd{`;Vcf2Dx!sszf5X*$IM@HZ zMIVM{Md=+JSD`y~U1%cn6ZR(_ z*qZ9Q#D9cx1PT1TZy$|P$afr?orv3VJI$@Nd;xokk#)4(Tq;}`;b|vY;}F`!_&Xfe zGL>*u&M25v@H8y0h%y`npbEUtQ$voIDZusl9)Di&P9eSYNWwk37QpvTgx5?VHwUhK z#PXi|4V~oMB7;UD+*l-r=agJ*L@!+5fl9+Q%?Ztxxh|JHi45|9H~?_j3vA(wkKkagqE z>*HQNFYYw{8E()2NA>Cqjet%GP2;0%@2K1u6!1b-K#h9cBIf!-MeC~_EcJ5J9ttXE zp^K8Sdy!sG^|U~5*CzjZu9=C44dF)HlotxhAU?DHFOCskWCar!Moun0R&1)|vgh%C z86cl0DOl(}_LcUQ%eBjeOiQhS1NcjUTcgI_ZH_kWIT|G#>-O>0poWRIniJ@RkT>eC z{He~qZI)><=e1Xfp9!5KL1aFLYEEV|Zxxh@>CmxxJZp?Snm@>be`>32z76h8^ur|M zKwqp5^Yn_%sjBd(V&F)7ND~Em1z{)Wu0wr0>mlA10~bSkx`8)VtkFV?aLYedZ5;aP zKQ5eiKH*-=SH-dLaWWS8(I7kSI|1oQG;JWZW6GxfM-GablPMgo4bBF58 zYU;*Fjy&7sn=|lmLf-Jq_V??qSXDU89n}U!_T_pWWF9u&BV1TF`Q*+(kK666Yvc$1sp4dwHeMRp1 ztCv|FG>0DDt3Fu2b_jd;(nTxWY{O@UdTWyOwWk%Z7(LW6hOPH(FbS z}>j){+JjC)BTx*W1fr-cBdkuXO`69{uP6ECk zJ6fx7(=B#SgQOW(U9*l6wKwBniB`KaXFRYL!_>cjNkc?q(!aVn zT6`=jm>-l(DYWc8_w^uiDhz zUkhUWBRA%{K-!E>jVn`@EPUSM6tQ4PFeqo;I7|V#`!l@eAm`vKDnICZ;Kb`cf`9!~s*h`ME3miOa^qQRtbT zJReuzS}$ep-qF;kI#u6qOSOu2xJve}P!~;3K31fr$uaC4HLKE1Y92Cd6ZWSMnT1+w z+D4v!yP2{M>UemNcq!0B(!(c$8)x=`7%tq%OkGjGPf(@kp*XyiMd2m31$=j5sF;%C zxxdF%H~A&r`b=xV>pBI8dfGSQhB=5T~`3{LKdZQ`7ael>6x4?Ee66vGNrF literal 0 HcmV?d00001 From 6e8ba7168a81efa9856896afe90a64cad715a417 Mon Sep 17 00:00:00 2001 From: george haff Date: Mon, 22 Jan 2024 20:03:49 -0500 Subject: [PATCH 03/18] rendered html --- content/blog/2023-09-27-epidatr.html | 73 ++++++++++++++++++++++++++++ 1 file changed, 73 insertions(+) create mode 100644 content/blog/2023-09-27-epidatr.html diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html new file mode 100644 index 000000000..b791a04bf --- /dev/null +++ b/content/blog/2023-09-27-epidatr.html @@ -0,0 +1,73 @@ +--- +title: New package released! `epidatr`, an R client for Delphi Epidata API +author: Dmitry Shemetov, David Weber +date: 2023-09-27 +tags: + - r + - epidata + - covidcast +authors: + - dmitry + - david +heroImage: blog-lg-epidatr.jpg +heroImageThumb: blog-thumb-epidatr.jpg +summary: | + `epidatr` is designed to streamline the downloading and usage of data from the [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. + +output: + blogdown::html_page: + toc: true +--- + + +

+ +

The Delphi Epidata API provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the Center for Disease Control (CDC) and Google Trends and private partners such as Facebook and Change Healthcare. It is built and maintained by the Carnegie Mellon University Delphi research group.

+

This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).

+
+

Usage

+
library(epidatr)
+# Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
+epidata <- covidcast(
+  source = "fb-survey",
+  signals = "smoothed_cli",
+  geo_type = "nation",
+  time_type = "day",
+  geo_values = "us",
+  time_values = epirange(20210101, 20210601),
+  as_of = "2021-06-01")
+epidata
+
# A tibble: 6 × 15
+  geo_value signal       source   geo_type time_type time_value
+  <chr>     <chr>        <chr>    <fct>    <fct>     <date>
+1 us        smoothed_cli fb-surv… nation   day       2021-04-05
+2 us        smoothed_cli fb-surv… nation   day       2021-04-06
+3 us        smoothed_cli fb-surv… nation   day       2021-04-07
+4 us        smoothed_cli fb-surv… nation   day       2021-04-08
+5 us        smoothed_cli fb-surv… nation   day       2021-04-09
+6 us        smoothed_cli fb-surv… nation   day       2021-04-10
+# ℹ 9 more variables: direction <dbl>, issue <date>,
+#   lag <int>, missing_value <int>, missing_stderr <int>,
+#   missing_sample_size <int>, value <dbl>, stderr <dbl>,
+#   sample_size <dbl>
+
+
+

Installation

+

You can install the stable version of this package from CRAN:

+
install.packages("epidatr")
+pak::pkg_install("epidatr")
+renv::install("epidatr")
+

Or if you want the development version, install from GitHub:

+

``r # Install the dev version usingpakorremotes` pak::pkg_install("cmu-delphi/epidatr") remotes::install_github("cmu-delphi/epidatr") renv::install("cmu-delphi/epidatr")

+
+

API Keys

+

The Delphi API requires a (free) API key for full functionality. To generate your key, register for a pseudo-anonymous account here and see more discussion on the general API website. The epidatr client will automatically look for this key in the R option delphi.epidata.key or in the environment variable DELPHI_EPIDATA_KEY. We recommend storing your key in .Renviron file, which R will read by default.

+

Note that for the time being, the private endpoints (i.e. those prefixed with pvt) will require a separate key that needs to be passed as an argument.

+
+
+
+

For users of the covidcast R package

+

The epidatr package is a complete rewrite of the covidcast package, with a focus on speed, reliability, and ease of use. The covidcast package is deprecated and will no longer be updated.

+
From 0ed1d20f43cd63bb66f6d0a4888c57b81c64c529 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 29 Jan 2024 20:41:57 -0500 Subject: [PATCH 04/18] Update content/blog/2023-09-27-epidatr.Rmd Co-authored-by: melange396 --- content/blog/2023-09-27-epidatr.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index bdf27d8d6..4d498b929 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -19,7 +19,7 @@ output: toc: true --- -The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html) and [Google Trends](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/google-symptoms.html) and private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/). +The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/). This package is designed to streamline the downloading and usage of data from the [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)). From e32783fa37d45c2ea9e542089daa8110cbc18de3 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 29 Jan 2024 20:42:10 -0500 Subject: [PATCH 05/18] Update content/blog/2023-09-27-epidatr.Rmd Co-authored-by: melange396 --- content/blog/2023-09-27-epidatr.Rmd | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index 4d498b929..f534c9e61 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -21,8 +21,7 @@ output: The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/). -This package is designed to streamline the downloading and usage of data from the [Delphi Epidata -API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)). +This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)). ## Usage From e9beca156a395e6963b50f8347e54d526519e4c0 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 29 Jan 2024 20:47:32 -0500 Subject: [PATCH 06/18] Update content/blog/2023-09-27-epidatr.Rmd Co-authored-by: melange396 --- content/blog/2023-09-27-epidatr.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index f534c9e61..27ace107c 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -8,7 +8,7 @@ tags: - covidcast authors: - dmitry - - david + - davidweb heroImage: blog-lg-epidatr.jpg heroImageThumb: blog-thumb-epidatr.jpg summary: | From eba4da2d2aa542dc8f7ee3e0d3a2cb0f0d21f740 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 29 Jan 2024 20:47:59 -0500 Subject: [PATCH 07/18] Update content/blog/2023-09-27-epidatr.Rmd Co-authored-by: melange396 --- content/blog/2023-09-27-epidatr.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index 27ace107c..415daf0e8 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -21,6 +21,8 @@ output: The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/). +Today we introduce the R package "`epidatr`", available [on CRAN](https://cloud.r-project.org/web/packages/epidatr/index.html), with the source and development [on github](https://github.com/cmu-delphi/epidatr). + This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)). ## Usage From cd534e50d0a7c168fe8c7f8ccfded1a9ce94c5a5 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 29 Jan 2024 20:48:10 -0500 Subject: [PATCH 08/18] Update content/blog/2023-09-27-epidatr.Rmd Co-authored-by: melange396 --- content/blog/2023-09-27-epidatr.Rmd | 1 + 1 file changed, 1 insertion(+) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index 415daf0e8..36569ecca 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -74,6 +74,7 @@ Or if you want the development version, install from GitHub: pak::pkg_install("cmu-delphi/epidatr") remotes::install_github("cmu-delphi/epidatr") renv::install("cmu-delphi/epidatr") +\``` ### API Keys From 599f02d50b4581daac3c09fcc5126bc10e83a8c2 Mon Sep 17 00:00:00 2001 From: Carlyn Van Dyke <62626254+carlynvandyke@users.noreply.github.com> Date: Mon, 29 Jan 2024 20:49:40 -0500 Subject: [PATCH 09/18] Fix title --- content/blog/2023-09-27-epidatr.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index 36569ecca..976539a2d 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -1,5 +1,5 @@ --- -title: New package released! `epidatr`, an R client for Delphi Epidata API +title: New package released! Epidatr, an R client for Delphi Epidata API author: Dmitry Shemetov, David Weber date: 2023-09-27 tags: From b4335fa79faa7222f07d8ab098e6d7cb556d03c9 Mon Sep 17 00:00:00 2001 From: george haff Date: Thu, 1 Feb 2024 14:27:52 -0500 Subject: [PATCH 10/18] removed backslash, re-rendered html for epidatr blog post --- content/blog/2023-09-27-epidatr.Rmd | 2 +- content/blog/2023-09-27-epidatr.html | 36 +++++++++++++++++++++------- 2 files changed, 29 insertions(+), 9 deletions(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index 976539a2d..239a1307f 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -74,7 +74,7 @@ Or if you want the development version, install from GitHub: pak::pkg_install("cmu-delphi/epidatr") remotes::install_github("cmu-delphi/epidatr") renv::install("cmu-delphi/epidatr") -\``` +``` ### API Keys diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html index b791a04bf..ce4bf1621 100644 --- a/content/blog/2023-09-27-epidatr.html +++ b/content/blog/2023-09-27-epidatr.html @@ -1,5 +1,5 @@ --- -title: New package released! `epidatr`, an R client for Delphi Epidata API +title: New package released! Epidatr, an R client for Delphi Epidata API author: Dmitry Shemetov, David Weber date: 2023-09-27 tags: @@ -8,7 +8,7 @@ - covidcast authors: - dmitry - - david + - davidweb heroImage: blog-lg-epidatr.jpg heroImageThumb: blog-thumb-epidatr.jpg summary: | @@ -21,11 +21,19 @@ -

The Delphi Epidata API provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the Center for Disease Control (CDC) and Google Trends and private partners such as Facebook and Change Healthcare. It is built and maintained by the Carnegie Mellon University Delphi research group.

-

This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).

+

The Delphi Epidata API provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the Center for Disease Control (CDC), private partners such as Facebook and Change Healthcare, and other public datasets like Google Trends. It is built and maintained by the Carnegie Mellon University Delphi research group.

+

Today we introduce the R package “epidatr”, available on CRAN, with the source and development on github.

+

This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).

Usage

library(epidatr)
@@ -60,11 +68,23 @@ 
Installation

 pak::pkg_install("epidatr")
 renv::install("epidatr")

Or if you want the development version, install from GitHub:

-

``r # Install the dev version usingpakorremotes` pak::pkg_install("cmu-delphi/epidatr") remotes::install_github("cmu-delphi/epidatr") renv::install("cmu-delphi/epidatr")

+
# Install the dev version using `pak` or `remotes`
+pak::pkg_install("cmu-delphi/epidatr")
+remotes::install_github("cmu-delphi/epidatr")
+renv::install("cmu-delphi/epidatr")

API Keys

-

The Delphi API requires a (free) API key for full functionality. To generate your key, register for a pseudo-anonymous account here and see more discussion on the general API website. The epidatr client will automatically look for this key in the R option delphi.epidata.key or in the environment variable DELPHI_EPIDATA_KEY. We recommend storing your key in .Renviron file, which R will read by default.

-

Note that for the time being, the private endpoints (i.e. those prefixed with pvt) will require a separate key that needs to be passed as an argument.

+

The Delphi API requires a (free) API key for full functionality. To generate +your key, register for a pseudo-anonymous account +here and see more +discussion on the general API +website. The +epidatr client will automatically look for this key in the R option +delphi.epidata.key or in the environment variable +DELPHI_EPIDATA_KEY. We recommend storing your key in .Renviron file, which R +will read by default.

+

Note that for the time being, the private endpoints (i.e. those prefixed with +pvt) will require a separate key that needs to be passed as an argument.

From 5ed749a17eae8d22a621c325564c40c0837c63e8 Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Thu, 1 Feb 2024 13:56:23 -0800 Subject: [PATCH 11/18] Update content/blog/2023-09-27-epidatr.Rmd Co-authored-by: melange396 --- content/blog/2023-09-27-epidatr.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index 239a1307f..b8bc9f49f 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -91,6 +91,6 @@ will read by default. Note that for the time being, the private endpoints (i.e. those prefixed with `pvt`) will require a separate key that needs to be passed as an argument. -## For users of the `covidcast` R package +## For users of the covidcast R package The `epidatr` package is a complete rewrite of the [`covidcast` package](https://cmu-delphi.github.io/covidcast/covidcastR/), with a focus on speed, reliability, and ease of use. The `covidcast` package is deprecated and will no longer be updated. From aeb367c1c730dd9b33fcb2dcf055b237efb04b3e Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Thu, 1 Feb 2024 14:09:41 -0800 Subject: [PATCH 12/18] fix: R blocks --- content/blog/2023-09-27-epidatr.Rmd | 47 +++++++++++------------------ 1 file changed, 18 insertions(+), 29 deletions(-) diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd index b8bc9f49f..a14b5860b 100644 --- a/content/blog/2023-09-27-epidatr.Rmd +++ b/content/blog/2023-09-27-epidatr.Rmd @@ -13,7 +13,7 @@ heroImage: blog-lg-epidatr.jpg heroImageThumb: blog-thumb-epidatr.jpg summary: | `epidatr` is designed to streamline the downloading and usage of data from the [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. - + output: blogdown::html_page: toc: true @@ -21,47 +21,36 @@ output: The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/). -Today we introduce the R package "`epidatr`", available [on CRAN](https://cloud.r-project.org/web/packages/epidatr/index.html), with the source and development [on github](https://github.com/cmu-delphi/epidatr). +Today we introduce the R package `epidatr`, available [on CRAN](https://cloud.r-project.org/web/packages/epidatr/index.html), with the source and development [on github](https://github.com/cmu-delphi/epidatr). This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)). ## Usage -```R +```{r, include = FALSE} +pak::pkg_install("cmu-delphi/epidatr") +``` + +```{r} library(epidatr) # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US -epidata <- covidcast( - source = "fb-survey", - signals = "smoothed_cli", - geo_type = "nation", - time_type = "day", - geo_values = "us", - time_values = epirange(20210101, 20210601), - as_of = "2021-06-01") +epidata <- pub_covidcast( + source = "fb-survey", + signals = "smoothed_cli", + geo_type = "nation", + time_type = "day", + geo_values = "us", + time_values = epirange(20210101, 20210601), + as_of = 20210601 +) epidata ``` -``` -# A tibble: 6 × 15 - geo_value signal source geo_type time_type time_value - -1 us smoothed_cli fb-surv… nation day 2021-04-05 -2 us smoothed_cli fb-surv… nation day 2021-04-06 -3 us smoothed_cli fb-surv… nation day 2021-04-07 -4 us smoothed_cli fb-surv… nation day 2021-04-08 -5 us smoothed_cli fb-surv… nation day 2021-04-09 -6 us smoothed_cli fb-surv… nation day 2021-04-10 -# ℹ 9 more variables: direction , issue , -# lag , missing_value , missing_stderr , -# missing_sample_size , value , stderr , -# sample_size -``` - ## Installation You can install the stable version of this package from CRAN: -``` r +```{r, eval = FALSE} install.packages("epidatr") pak::pkg_install("epidatr") renv::install("epidatr") @@ -69,7 +58,7 @@ renv::install("epidatr") Or if you want the development version, install from GitHub: -``` r +```{r, eval = FALSE} # Install the dev version using `pak` or `remotes` pak::pkg_install("cmu-delphi/epidatr") remotes::install_github("cmu-delphi/epidatr") From dc414cc729282de1fb8b7d94fb4de173abcea333 Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Thu, 1 Feb 2024 14:19:01 -0800 Subject: [PATCH 13/18] blog: render epidatr blog html --- content/blog/2023-09-27-epidatr.html | 82 +++++++++++----------------- 1 file changed, 33 insertions(+), 49 deletions(-) diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html index ce4bf1621..126fe9a68 100644 --- a/content/blog/2023-09-27-epidatr.html +++ b/content/blog/2023-09-27-epidatr.html @@ -1,65 +1,49 @@ ---- -title: New package released! Epidatr, an R client for Delphi Epidata API -author: Dmitry Shemetov, David Weber -date: 2023-09-27 -tags: - - r - - epidata - - covidcast -authors: - - dmitry - - davidweb -heroImage: blog-lg-epidatr.jpg -heroImageThumb: blog-thumb-epidatr.jpg -summary: | - `epidatr` is designed to streamline the downloading and usage of data from the [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. - -output: - blogdown::html_page: - toc: true ---- -

The Delphi Epidata API provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the Center for Disease Control (CDC), private partners such as Facebook and Change Healthcare, and other public datasets like Google Trends. It is built and maintained by the Carnegie Mellon University Delphi research group.

-

Today we introduce the R package “epidatr”, available on CRAN, with the source and development on github.

+

Today we introduce the R package epidatr, available on CRAN, with the source and development on github.

This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).

Usage

library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
-epidata <- covidcast(
-  source = "fb-survey",
-  signals = "smoothed_cli",
-  geo_type = "nation",
-  time_type = "day",
-  geo_values = "us",
-  time_values = epirange(20210101, 20210601),
-  as_of = "2021-06-01")
+epidata <- pub_covidcast(
+    source = "fb-survey",
+    signals = "smoothed_cli",
+    geo_type = "nation",
+    time_type = "day",
+    geo_values = "us",
+    time_values = epirange(20210101, 20210601),
+    as_of = 20210601
+)
 epidata
-
# A tibble: 6 × 15
-  geo_value signal       source   geo_type time_type time_value
-  <chr>     <chr>        <chr>    <fct>    <fct>     <date>
-1 us        smoothed_cli fb-surv… nation   day       2021-04-05
-2 us        smoothed_cli fb-surv… nation   day       2021-04-06
-3 us        smoothed_cli fb-surv… nation   day       2021-04-07
-4 us        smoothed_cli fb-surv… nation   day       2021-04-08
-5 us        smoothed_cli fb-surv… nation   day       2021-04-09
-6 us        smoothed_cli fb-surv… nation   day       2021-04-10
-# ℹ 9 more variables: direction <dbl>, issue <date>,
-#   lag <int>, missing_value <int>, missing_stderr <int>,
-#   missing_sample_size <int>, value <dbl>, stderr <dbl>,
-#   sample_size <dbl>
+
## # A tibble: 151 × 15
+##    geo_value signal       source geo_type time_type time_value
+##    <chr>     <chr>        <chr>  <fct>    <fct>     <date>    
+##  1 us        smoothed_cli fb-su… nation   day       2021-01-01
+##  2 us        smoothed_cli fb-su… nation   day       2021-01-02
+##  3 us        smoothed_cli fb-su… nation   day       2021-01-03
+##  4 us        smoothed_cli fb-su… nation   day       2021-01-04
+##  5 us        smoothed_cli fb-su… nation   day       2021-01-05
+##  6 us        smoothed_cli fb-su… nation   day       2021-01-06
+##  7 us        smoothed_cli fb-su… nation   day       2021-01-07
+##  8 us        smoothed_cli fb-su… nation   day       2021-01-08
+##  9 us        smoothed_cli fb-su… nation   day       2021-01-09
+## 10 us        smoothed_cli fb-su… nation   day       2021-01-10
+## # ℹ 141 more rows
+## # ℹ 9 more variables: direction <dbl>, issue <date>,
+## #   lag <dbl>, missing_value <dbl>, missing_stderr <dbl>,
+## #   missing_sample_size <dbl>, value <dbl>, stderr <dbl>,
+## #   sample_size <dbl>

Installation

@@ -88,6 +72,6 @@

API Keys

-

For users of the covidcast R package

+

For users of the covidcast R package

The epidatr package is a complete rewrite of the covidcast package, with a focus on speed, reliability, and ease of use. The covidcast package is deprecated and will no longer be updated.

From d1a6a4bc28fd7de41955d77aac54ab719fe76027 Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Thu, 1 Feb 2024 14:22:44 -0800 Subject: [PATCH 14/18] fix: epidatr html frontmatter --- content/blog/2023-09-27-epidatr.html | 22 +++++++++++++++++++++- 1 file changed, 21 insertions(+), 1 deletion(-) diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html index 126fe9a68..2eeb72163 100644 --- a/content/blog/2023-09-27-epidatr.html +++ b/content/blog/2023-09-27-epidatr.html @@ -1,3 +1,23 @@ +--- +title: New package released! Epidatr, an R client for Delphi Epidata API +author: Dmitry Shemetov, David Weber +date: 2023-09-27 +tags: + - r + - epidata + - covidcast +authors: + - dmitry + - davidweb +heroImage: blog-lg-epidatr.jpg +heroImageThumb: blog-thumb-epidatr.jpg +summary: | + `epidatr` is designed to streamline the downloading and usage of data from the [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/). It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. + +output: + blogdown::html_page: + toc: true +---
    @@ -28,7 +48,7 @@

    Usage

    epidata 
    ## # A tibble: 151 × 15
 ##    geo_value signal       source geo_type time_type time_value
-##    <chr>     <chr>        <chr>  <fct>    <fct>     <date>    
+##    <chr>     <chr>        <chr>  <fct>    <fct>     <date>
 ##  1 us        smoothed_cli fb-su… nation   day       2021-01-01
 ##  2 us        smoothed_cli fb-su… nation   day       2021-01-02
 ##  3 us        smoothed_cli fb-su… nation   day       2021-01-03

From 629f1da5f1cb1543464977ce0767018dce229d48 Mon Sep 17 00:00:00 2001
From: Dmitry Shemetov 
Date: Thu, 1 Feb 2024 14:27:33 -0800
Subject: [PATCH 15/18] fix: try r fold-show tech

---
 content/blog/2023-09-27-epidatr.Rmd  | 6 +++---
 content/blog/2023-09-27-epidatr.html | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd
index a14b5860b..ef601ff75 100644
--- a/content/blog/2023-09-27-epidatr.Rmd
+++ b/content/blog/2023-09-27-epidatr.Rmd
@@ -31,7 +31,7 @@ This package is designed to streamline the downloading and usage of data from th
 pak::pkg_install("cmu-delphi/epidatr")
 ```
 
-```{r}
+```{r class.source = 'fold-show'}
 library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
 epidata <- pub_covidcast(
@@ -50,7 +50,7 @@ epidata
 
 You can install the stable version of this package from CRAN:
 
-```{r, eval = FALSE}
+```{r, eval = FALSE, class.source = 'fold-show'}
 install.packages("epidatr")
 pak::pkg_install("epidatr")
 renv::install("epidatr")
@@ -58,7 +58,7 @@ renv::install("epidatr")
 
 Or if you want the development version, install from GitHub:
 
-```{r, eval = FALSE}
+```{r, eval = FALSE, class.source = 'fold-show'}
 # Install the dev version using `pak` or `remotes`
 pak::pkg_install("cmu-delphi/epidatr")
 remotes::install_github("cmu-delphi/epidatr")
diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html
index 2eeb72163..8697a469a 100644
--- a/content/blog/2023-09-27-epidatr.html
+++ b/content/blog/2023-09-27-epidatr.html
@@ -34,7 +34,7 @@
 
    This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).
    
 
    
 
    Usage
    
-
    library(epidatr)
+
    library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
 epidata <- pub_covidcast(
     source = "fb-survey",
@@ -68,11 +68,11 @@ 
    Usage
    
 
    
 
    Installation
    
 
    You can install the stable version of this package from CRAN:
    
-
    install.packages("epidatr")
+
    install.packages("epidatr")
 pak::pkg_install("epidatr")
 renv::install("epidatr")
    
 
    Or if you want the development version, install from GitHub:
    
-
    # Install the dev version using `pak` or `remotes`
+
    # Install the dev version using `pak` or `remotes`
 pak::pkg_install("cmu-delphi/epidatr")
 remotes::install_github("cmu-delphi/epidatr")
 renv::install("cmu-delphi/epidatr")
    

From 81df7c6a7cc0adf840321ac4942bb726902a60ec Mon Sep 17 00:00:00 2001
From: Dmitry Shemetov 
Date: Thu, 1 Feb 2024 14:39:53 -0800
Subject: [PATCH 16/18] fix: try again

---
 content/blog/2023-09-27-epidatr.Rmd  | 8 +++++---
 content/blog/2023-09-27-epidatr.html | 8 +++++---
 2 files changed, 10 insertions(+), 6 deletions(-)

diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd
index ef601ff75..58b7d385f 100644
--- a/content/blog/2023-09-27-epidatr.Rmd
+++ b/content/blog/2023-09-27-epidatr.Rmd
@@ -17,6 +17,8 @@ summary: |
 output:
   blogdown::html_page:
     toc: true
+  html_document:
+    code_folding: show
 ---
 
 The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/).
@@ -31,7 +33,7 @@ This package is designed to streamline the downloading and usage of data from th
 pak::pkg_install("cmu-delphi/epidatr")
 ```
 
-```{r class.source = 'fold-show'}
+```{r}
 library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
 epidata <- pub_covidcast(
@@ -50,7 +52,7 @@ epidata
 
 You can install the stable version of this package from CRAN:
 
-```{r, eval = FALSE, class.source = 'fold-show'}
+```{r, eval = FALSE}
 install.packages("epidatr")
 pak::pkg_install("epidatr")
 renv::install("epidatr")
@@ -58,7 +60,7 @@ renv::install("epidatr")
 
 Or if you want the development version, install from GitHub:
 
-```{r, eval = FALSE, class.source = 'fold-show'}
+```{r, eval = FALSE}
 # Install the dev version using `pak` or `remotes`
 pak::pkg_install("cmu-delphi/epidatr")
 remotes::install_github("cmu-delphi/epidatr")
diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html
index 8697a469a..5c4af0e65 100644
--- a/content/blog/2023-09-27-epidatr.html
+++ b/content/blog/2023-09-27-epidatr.html
@@ -17,6 +17,8 @@
 output:
   blogdown::html_page:
     toc: true
+  html_document:
+    code_folding: show
 ---
 
 
    
@@ -34,7 +36,7 @@
 
    This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).
    
 
    
 
    Usage
    
-
    library(epidatr)
+
    library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
 epidata <- pub_covidcast(
     source = "fb-survey",
@@ -68,11 +70,11 @@ 
    Usage
    
 
    
 
    Installation
    
 
    You can install the stable version of this package from CRAN:
    
-
    install.packages("epidatr")
+
    install.packages("epidatr")
 pak::pkg_install("epidatr")
 renv::install("epidatr")
    
 
    Or if you want the development version, install from GitHub:
    
-
    # Install the dev version using `pak` or `remotes`
+
    # Install the dev version using `pak` or `remotes`
 pak::pkg_install("cmu-delphi/epidatr")
 remotes::install_github("cmu-delphi/epidatr")
 renv::install("cmu-delphi/epidatr")
    

From 0cb1f9891cee7f3b1a25da6ab8bef9fa6d9db1dc Mon Sep 17 00:00:00 2001
From: Dmitry Shemetov 
Date: Thu, 1 Feb 2024 14:46:11 -0800
Subject: [PATCH 17/18] fix: just use raw unexecuted code blocks

---
 content/blog/2023-09-27-epidatr.Rmd  | 32 +++++++++++++++-----
 content/blog/2023-09-27-epidatr.html | 45 ++++++++++++++--------------
 2 files changed, 46 insertions(+), 31 deletions(-)

diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd
index 58b7d385f..1a00200e5 100644
--- a/content/blog/2023-09-27-epidatr.Rmd
+++ b/content/blog/2023-09-27-epidatr.Rmd
@@ -17,8 +17,6 @@ summary: |
 output:
   blogdown::html_page:
     toc: true
-  html_document:
-    code_folding: show
 ---
 
 The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/).
@@ -29,11 +27,7 @@ This package is designed to streamline the downloading and usage of data from th
 
 ## Usage
 
-```{r, include = FALSE}
-pak::pkg_install("cmu-delphi/epidatr")
 ```
-
-```{r}
 library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
 epidata <- pub_covidcast(
@@ -48,11 +42,33 @@ epidata <- pub_covidcast(
 epidata
 ```
 
+```
+# A tibble: 151 × 15
+   geo_value signal       source geo_type time_type time_value
+                           
+ 1 us        smoothed_cli fb-su… nation   day       2021-01-01
+ 2 us        smoothed_cli fb-su… nation   day       2021-01-02
+ 3 us        smoothed_cli fb-su… nation   day       2021-01-03
+ 4 us        smoothed_cli fb-su… nation   day       2021-01-04
+ 5 us        smoothed_cli fb-su… nation   day       2021-01-05
+ 6 us        smoothed_cli fb-su… nation   day       2021-01-06
+ 7 us        smoothed_cli fb-su… nation   day       2021-01-07
+ 8 us        smoothed_cli fb-su… nation   day       2021-01-08
+ 9 us        smoothed_cli fb-su… nation   day       2021-01-09
+10 us        smoothed_cli fb-su… nation   day       2021-01-10
+# ℹ 141 more rows
+# ℹ 9 more variables: direction , issue ,
+#   lag , missing_value , missing_stderr ,
+#   missing_sample_size , value , stderr ,
+#   sample_size 
+# ℹ Use `print(n = ...)` to see more rows
+```
+
 ## Installation
 
 You can install the stable version of this package from CRAN:
 
-```{r, eval = FALSE}
+```
 install.packages("epidatr")
 pak::pkg_install("epidatr")
 renv::install("epidatr")
@@ -60,7 +76,7 @@ renv::install("epidatr")
 
 Or if you want the development version, install from GitHub:
 
-```{r, eval = FALSE}
+```
 # Install the dev version using `pak` or `remotes`
 pak::pkg_install("cmu-delphi/epidatr")
 remotes::install_github("cmu-delphi/epidatr")
diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html
index 5c4af0e65..e1b81edb2 100644
--- a/content/blog/2023-09-27-epidatr.html
+++ b/content/blog/2023-09-27-epidatr.html
@@ -17,8 +17,6 @@
 output:
   blogdown::html_page:
     toc: true
-  html_document:
-    code_folding: show
 ---
 
 
    
@@ -36,7 +34,7 @@
 
    This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).
    
 
    
 
    Usage
    
-
    library(epidatr)
+
    library(epidatr)
 # Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
 epidata <- pub_covidcast(
     source = "fb-survey",
@@ -48,33 +46,34 @@ 
    Usage
    
     as_of = 20210601
 )
 epidata
    
-
    ## # A tibble: 151 × 15
-##    geo_value signal       source geo_type time_type time_value
-##    <chr>     <chr>        <chr>  <fct>    <fct>     <date>
-##  1 us        smoothed_cli fb-su… nation   day       2021-01-01
-##  2 us        smoothed_cli fb-su… nation   day       2021-01-02
-##  3 us        smoothed_cli fb-su… nation   day       2021-01-03
-##  4 us        smoothed_cli fb-su… nation   day       2021-01-04
-##  5 us        smoothed_cli fb-su… nation   day       2021-01-05
-##  6 us        smoothed_cli fb-su… nation   day       2021-01-06
-##  7 us        smoothed_cli fb-su… nation   day       2021-01-07
-##  8 us        smoothed_cli fb-su… nation   day       2021-01-08
-##  9 us        smoothed_cli fb-su… nation   day       2021-01-09
-## 10 us        smoothed_cli fb-su… nation   day       2021-01-10
-## # ℹ 141 more rows
-## # ℹ 9 more variables: direction <dbl>, issue <date>,
-## #   lag <dbl>, missing_value <dbl>, missing_stderr <dbl>,
-## #   missing_sample_size <dbl>, value <dbl>, stderr <dbl>,
-## #   sample_size <dbl>
    
+
    # A tibble: 151 × 15
+   geo_value signal       source geo_type time_type time_value
+   <chr>     <chr>        <chr>  <fct>    <fct>     <date>
+ 1 us        smoothed_cli fb-su… nation   day       2021-01-01
+ 2 us        smoothed_cli fb-su… nation   day       2021-01-02
+ 3 us        smoothed_cli fb-su… nation   day       2021-01-03
+ 4 us        smoothed_cli fb-su… nation   day       2021-01-04
+ 5 us        smoothed_cli fb-su… nation   day       2021-01-05
+ 6 us        smoothed_cli fb-su… nation   day       2021-01-06
+ 7 us        smoothed_cli fb-su… nation   day       2021-01-07
+ 8 us        smoothed_cli fb-su… nation   day       2021-01-08
+ 9 us        smoothed_cli fb-su… nation   day       2021-01-09
+10 us        smoothed_cli fb-su… nation   day       2021-01-10
+# ℹ 141 more rows
+# ℹ 9 more variables: direction <dbl>, issue <date>,
+#   lag <dbl>, missing_value <dbl>, missing_stderr <dbl>,
+#   missing_sample_size <dbl>, value <dbl>, stderr <dbl>,
+#   sample_size <dbl>
+# ℹ Use `print(n = ...)` to see more rows
    
 
    
 
    
 
    Installation
    
 
    You can install the stable version of this package from CRAN:
    
-
    install.packages("epidatr")
+
    install.packages("epidatr")
 pak::pkg_install("epidatr")
 renv::install("epidatr")
    
 
    Or if you want the development version, install from GitHub:
    
-
    # Install the dev version using `pak` or `remotes`
+
    # Install the dev version using `pak` or `remotes`
 pak::pkg_install("cmu-delphi/epidatr")
 remotes::install_github("cmu-delphi/epidatr")
 renv::install("cmu-delphi/epidatr")
    

From e8a906f82a399fe6256a56e31a6e25a0a12c956b Mon Sep 17 00:00:00 2001
From: Dmitry Shemetov 
Date: Thu, 15 Feb 2024 18:07:26 -0800
Subject: [PATCH 18/18] feat: adjust epidatr blog to Logan's feedback

---
 content/blog/2023-09-27-epidatr.Rmd  | 65 ++++++++++++++++++----------
 content/blog/2023-09-27-epidatr.html | 59 +++++++++++++++++--------
 2 files changed, 85 insertions(+), 39 deletions(-)

diff --git a/content/blog/2023-09-27-epidatr.Rmd b/content/blog/2023-09-27-epidatr.Rmd
index 1a00200e5..dd4dde9ca 100644
--- a/content/blog/2023-09-27-epidatr.Rmd
+++ b/content/blog/2023-09-27-epidatr.Rmd
@@ -19,17 +19,39 @@ output:
     toc: true
 ---
 
-The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the [Center for Disease Control (CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as [Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/) and [Change Healthcare](https://www.changehealthcare.com/), and other public datasets like [Google Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends). It is built and maintained by the Carnegie Mellon University [Delphi research group](https://delphi.cmu.edu/).
-
-Today we introduce the R package `epidatr`, available [on CRAN](https://cloud.r-project.org/web/packages/epidatr/index.html), with the source and development [on github](https://github.com/cmu-delphi/epidatr).
-
-This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing ([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling ([epipredict](https://github.com/cmu-delphi/epipredict)).
+The [Delphi Epidata API](https://cmu-delphi.github.io/delphi-epidata/) provides
+real-time access to epidemiological surveillance data for influenza, COVID-19,
+and other diseases from both official government sources such as the [Centers
+for Disease Control and Prevention
+(CDC)](https://www.cdc.gov/datastatistics/index.html), private partners such as
+[Facebook (now
+Meta)](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/)
+and [Change Healthcare](https://www.changehealthcare.com/), and other public
+datasets like [Google
+Trends](https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-search-trends).
+It is built and maintained by the Carnegie Mellon University [Delphi Research
+Group](https://delphi.cmu.edu/).
+
+Today we introduce the R package `epidatr`, available [on
+CRAN](https://cloud.r-project.org/web/packages/epidatr/index.html), with the
+source and development [on github](https://github.com/cmu-delphi/epidatr).
+
+This package is designed to streamline the downloading and usage of data from
+the Delphi Epidata API. It provides a simple R interface to the API, including
+functions for downloading data, parsing the results, and converting the data
+into a tidy format. The API stores a historical record of all data, including
+corrections and updates, which is particularly useful for accurately backtesting
+forecasting models. We also provide packages for downstream data processing
+([epiprocess](https://github.com/cmu-delphi/epiprocess)) and modeling
+([epipredict](https://github.com/cmu-delphi/epipredict)).
 
 ## Usage
 
 ```
 library(epidatr)
-# Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
+# Obtain the smoothed covid-like illness (CLI) signal from Delphi's US COVID-19
+# Trends and Impact Survey (CTIS), in partnership with Facebook, as it was on
+# April 10, 2021 for the US at the national level
 epidata <- pub_covidcast(
     source = "fb-survey",
     signals = "smoothed_cli",
@@ -66,21 +88,14 @@ epidata
 
 ## Installation
 
-You can install the stable version of this package from CRAN:
+Installing the package is straightforward.
 
 ```
-install.packages("epidatr")
+# Install the CRAN version
 pak::pkg_install("epidatr")
-renv::install("epidatr")
-```
 
-Or if you want the development version, install from GitHub:
-
-```
-# Install the dev version using `pak` or `remotes`
-pak::pkg_install("cmu-delphi/epidatr")
-remotes::install_github("cmu-delphi/epidatr")
-renv::install("cmu-delphi/epidatr")
+# Install the development version from the GitHub dev branch
+pak::pkg_install("cmu-delphi/epidatr@dev")
 ```
 
 ### API Keys
@@ -90,14 +105,20 @@ your key, register for a pseudo-anonymous account
 [here](https://api.delphi.cmu.edu/epidata/admin/registration_form) and see more
 discussion on the [general API
 website](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html). The
-`epidatr` client will automatically look for this key in the R option
-`delphi.epidata.key` or in the environment variable
-`DELPHI_EPIDATA_KEY`. We recommend storing your key in `.Renviron` file, which R
-will read by default.
+`epidatr` client will automatically look for this key in the environment
+variable `DELPHI_EPIDATA_KEY`. We recommend storing your key in your `.Renviron`
+file, which R will read by default.
 
 Note that for the time being, the private endpoints (i.e. those prefixed with
 `pvt`) will require a separate key that needs to be passed as an argument.
 
 ## For users of the covidcast R package
 
-The `epidatr` package is a complete rewrite of the [`covidcast` package](https://cmu-delphi.github.io/covidcast/covidcastR/), with a focus on speed, reliability, and ease of use. The `covidcast` package is deprecated and will no longer be updated.
+The `covidcast` package is deprecated and will no longer be updated. The
+`epidatr` package is a complete rewrite of the [`covidcast`
+package](https://cmu-delphi.github.io/covidcast/covidcastR/), with a focus on
+speed, reliability, and ease of use. It also supports more endpoints and data
+sources than `covidcast`. When migrating from that package, you will need to use
+the
+[`pub_covidcast`](https://cmu-delphi.github.io/epidatr/reference/pub_covidcast.html)
+function in `epidatr`.
diff --git a/content/blog/2023-09-27-epidatr.html b/content/blog/2023-09-27-epidatr.html
index e1b81edb2..840d21b04 100644
--- a/content/blog/2023-09-27-epidatr.html
+++ b/content/blog/2023-09-27-epidatr.html
@@ -29,13 +29,35 @@
-

The Delphi Epidata API provides real-time access to epidemiological surveillance data for influenza, COVID-19, and other diseases from both official government sources such as the Center for Disease Control (CDC), private partners such as Facebook and Change Healthcare, and other public datasets like Google Trends. It is built and maintained by the Carnegie Mellon University Delphi research group.

-

Today we introduce the R package epidatr, available on CRAN, with the source and development on github.

-

This package is designed to streamline the downloading and usage of data from the Delphi Epidata API. It provides a simple R interface to the API, including functions for downloading data, parsing the results, and converting the data into a tidy format. The API stores a historical record of all data, including corrections and updates, which is particularly useful for accurately backtesting forecasting models. We also provide packages for downstream data processing (epiprocess) and modeling (epipredict).

+

The Delphi Epidata API provides +real-time access to epidemiological surveillance data for influenza, COVID-19, +and other diseases from both official government sources such as the Centers +for Disease Control and Prevention +(CDC), private partners such as +Facebook (now +Meta) +and Change Healthcare, and other public +datasets like Google +Trends. +It is built and maintained by the Carnegie Mellon University Delphi Research +Group.

+

Today we introduce the R package epidatr, available on +CRAN, with the +source and development on github.

+

This package is designed to streamline the downloading and usage of data from +the Delphi Epidata API. It provides a simple R interface to the API, including +functions for downloading data, parsing the results, and converting the data +into a tidy format. The API stores a historical record of all data, including +corrections and updates, which is particularly useful for accurately backtesting +forecasting models. We also provide packages for downstream data processing +(epiprocess) and modeling +(epipredict).

Usage

library(epidatr)
-# Obtain the smoothed covid-like illness (CLI) signal from the Facebook survey as it was on April 10, 2021 for the US
+# Obtain the smoothed covid-like illness (CLI) signal from Delphi's US COVID-19
+# Trends and Impact Survey (CTIS), in partnership with Facebook, as it was on
+# April 10, 2021 for the US at the national level
 epidata <- pub_covidcast(
     source = "fb-survey",
     signals = "smoothed_cli",
@@ -68,15 +90,12 @@ 
Usage

Installation

-

You can install the stable version of this package from CRAN:

-
install.packages("epidatr")
+
Installing the package is straightforward.

+
# Install the CRAN version
 pak::pkg_install("epidatr")
-renv::install("epidatr")

-
Or if you want the development version, install from GitHub:

-
# Install the dev version using `pak` or `remotes`
-pak::pkg_install("cmu-delphi/epidatr")
-remotes::install_github("cmu-delphi/epidatr")
-renv::install("cmu-delphi/epidatr")

+
+# Install the development version from the GitHub dev branch
+pak::pkg_install("cmu-delphi/epidatr@dev")

API Keys

The Delphi API requires a (free) API key for full functionality. To generate @@ -84,15 +103,21 @@

API Keys

here and see more discussion on the general API website. The -epidatr client will automatically look for this key in the R option -delphi.epidata.key or in the environment variable -DELPHI_EPIDATA_KEY. We recommend storing your key in .Renviron file, which R -will read by default.

+epidatr client will automatically look for this key in the environment +variable DELPHI_EPIDATA_KEY. We recommend storing your key in your .Renviron +file, which R will read by default.

Note that for the time being, the private endpoints (i.e. those prefixed with pvt) will require a separate key that needs to be passed as an argument.

For users of the covidcast R package

-

The epidatr package is a complete rewrite of the covidcast package, with a focus on speed, reliability, and ease of use. The covidcast package is deprecated and will no longer be updated.

+

The covidcast package is deprecated and will no longer be updated. The +epidatr package is a complete rewrite of the covidcast +package, with a focus on +speed, reliability, and ease of use. It also supports more endpoints and data +sources than covidcast. When migrating from that package, you will need to use +the +pub_covidcast +function in epidatr.