From 171053103a7ae1eb3fd4edd6d859872edae160b3 Mon Sep 17 00:00:00 2001
From: your name <your mail>
Date: Mon, 11 Jan 2021 10:13:41 +0100
Subject: [PATCH] script for data formating. Big table creation

---
 covid_comp_script0_table.Rnw | 249 ++++++++++++++++++++
 covid_comp_script0_table.pdf | Bin 0 -> 114753 bytes
 covid_comp_script0_table.tex | 434 +++++++++++++++++++++++++++++++++++
 3 files changed, 683 insertions(+)
 create mode 100644 covid_comp_script0_table.Rnw
 create mode 100644 covid_comp_script0_table.pdf
 create mode 100644 covid_comp_script0_table.tex

diff --git a/covid_comp_script0_table.Rnw b/covid_comp_script0_table.Rnw
new file mode 100644
index 0000000..7243ad4
--- /dev/null
+++ b/covid_comp_script0_table.Rnw
@@ -0,0 +1,249 @@
+\documentclass[11pt, oneside]{article}   	% use "amsart" instead of "article" for AMSLaTeX format
+%\usepackage{geometry}                		% See geometry.pdf to learn the layout options. There are lots.
+%\geometry{letterpaper}                   		% ... or a4paper or a5paper or ... 
+%\geometry{landscape}                		% Activate for for rotated page geometry
+%\usepackage[parfill]{parskip}    		% Activate to begin paragraphs with an empty line rather than an indent
+%\usepackage{graphicx}				% Use pdf, png, jpg, or eps with pdflatex; use eps in DVI mode
+								% TeX will automatically convert eps --> pdf in pdflatex		
+%\usepackage{amssymb}
+
+\usepackage[utf8]{inputenc}
+%\usepackage[cyr]{aeguill}
+%\usepackage[francais]{babel}
+%\usepackage{hyperref}
+
+
+\title{Positive selection on genes interacting with SARS-Cov2, comparison of different analysis}
+\author{Marie Cariou}
+\date{Janvier 2021}							% Activate to display a given date or no date
+
+\begin{document}
+\maketitle
+
+\tableofcontents
+
+\newpage
+
+\section{Files manipulations}
+
+\subsection{Read Janet Young's table}
+
+<<>>=
+workdir<-"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/"
+
+tab<-read.delim(paste0(workdir, 
+  "data/COVID_PAMLresults_332hits_plusBatScreens_2020_Apr14.csv"),
+	fill=T, h=T, dec=",")
+dim(tab)
+@
+
+\subsection{Read DGINN Young table}
+
+<<>>=
+dginnY<-read.delim(paste0(workdir, 
+  "data/summary_primate_young.res"), 
+	fill=T, h=T)
+
+dim(dginnY)
+@
+
+\subsection{Joining Young and DGINN Young table}
+
+<<>>=
+# correct gene names (MARC1)
+val_remp=as.character(unique(dginnY$Gene)[(unique(dginnY$Gene) %in% 
+                                             tab$Gene.name)==F])
+tab$Gene.name<-as.character(tab$Gene.name)
+tab$Gene.name[158]<-val_remp
+sum(unique(dginnY$Gene) %in% unique(tab$Gene.name))
+@
+
+<<>>=
+
+add_col<-function(method="PamlM1M2"){
+
+tmp<-dginnY[dginnY$Method==method,
+	   c("Gene", "Omega", "PosSel", "PValue", "NbSites", "PSS")]
+
+names(tmp)<-c("Gene.name", paste0("Omega_", method), 
+	      paste0("PosSel_", method), paste0("PValue_", method), 
+	      paste0("NbSites_", method), paste0("PSS_", method))
+
+tab<-merge(tab, tmp, by="Gene.name")
+
+return(tab)
+}
+
+tab<-add_col("PamlM1M2")
+tab<-add_col("PamlM7M8")
+tab<-add_col("BppM1M2")
+tab<-add_col("BppM7M8")
+
+
+# Manip pour la colonne BUSTED
+
+tmp<-dginnY[dginnY$Method=="BUSTED",c("Gene", "Omega", "PosSel", "PValue")]
+names(tmp)<-c("Gene.name", "Omega_BUSTED", "PosSel_BUSTED", "PValue_BUSTED")
+tab<-merge(tab, tmp, by="Gene.name")
+
+tmp<-dginnY[dginnY$Method=="MEME",c("Gene", "NbSites", "PSS")]
+names(tmp)<-c("Gene.name", "NbSites_MEME", "PSS_MEME")
+tab<-merge(tab, tmp, by="Gene.name")
+
+@
+
+
+\subsection{Read DGINN Table}
+
+<<>>=
+dginnT<-read.delim(paste0(workdir,
+      "data/DGINN_202005281649summary_cleaned.csv"), 
+      fill=T, h=T, sep=",")
+
+dim(dginnT)
+
+names(dginnT)
+
+# Number of genes in dginn-primate output not present in the original table
+dginnT[(dginnT$Gene %in% tab$Gene.name)==F,"Gene"]
+# This includes paralogs, recombinations found by DGINN and additionnal genes 
+# included on purpose
+
+# Number of genes from the original list not present in DGINN output
+tab[(tab$Gene.name %in% dginnT$Gene)==F,"Gene.name"]
+
+
+names(dginnT)<-c("File", "Name", "Gene.name", "GeneSize", 
+  "dginn-primate_NbSpecies", "dginn-primate_omegaM0Bpp",
+  "dginn-primate_omegaM0codeml", "dginn-primate_BUSTED", 
+  "dginn-primate_BUSTED.p.value", "dginn-primate_MEME.NbSites", 
+  "dginn-primate_MEME.PSS", "dginn-primate_BppM1M2",           
+  "dginn-primate_BppM1M2.p.value", "dginn-primate_BppM1M2.NbSites",   
+  "dginn-primate_BppM1M2.PSS", "dginn-primate_BppM7M8",            
+  "dginn-primate_BppM7M8.p.value", "dginn-primate_BppM7M8.NbSites",   
+  "dginn-primate_BppM7M8.PSS",  "dginn-primate_codemlM1M2",         
+  "dginn-primate_codemlM1M2.p.value", "dginn-primate_codemlM1M2.NbSites", 
+  "dginn-primate_codemlM1M2.PSS",     "dginn-primate_codemlM7M8",        
+  "dginn-primate_codemlM7M8.p.value", "dginn-primate_codemlM7M8.NbSites", 
+  "dginn-primate_codemlM7M8.PSS")
+@
+
+\subsection{Join Table and DGINN table}
+
+<<>>=
+tab<-merge(tab,dginnT, by="Gene.name", all.x=T)
+@
+
+\subsection{Add DGINN results on bat dataset}
+
+DGINN results from different analysis.
+
+<<>>=
+# original table
+dginnbats<-read.delim(paste0(workdir,
+      "data/DGINN_202005281339summary_cleaned.tab"), 
+		  fill=T, h=T)
+
+# rerun on corrected alignment
+dginnbatsnew1<-read.delim(paste0(workdir,
+      "data/DGINN_202011262248_summary.tab"), 
+	    fill=T, h=T)
+dginnbatsnew2<-read.delim(paste0(workdir,
+      "data/DGINN_202012192053_summary.tab"), 
+	    fill=T, h=T)
+
+# colomne choice, BUSTED and Bppml form first file, codeml from the other one
+
+dginnbatsnew<-dginnbatsnew1
+dginnbatsnew$omegaM0codeml<-dginnbatsnew2$omegaM0codeml
+
+dginnbatsnew$codemlM1M2<-dginnbatsnew2$codemlM1M2
+dginnbatsnew$codemlM1M2_p.value<-dginnbatsnew2$codemlM1M2_p.value
+dginnbatsnew$codemlM1M2_NbSites<-dginnbatsnew2$codemlM1M2_NbSites
+dginnbatsnew$codemlM1M2_PSS<-dginnbatsnew2$codemlM1M2_PSS
+
+dginnbatsnew$codemlM7M8<-dginnbatsnew2$codemlM7M8
+dginnbatsnew$codemlM7M8_p.value<-dginnbatsnew2$codemlM7M8_p.value
+dginnbatsnew$codemlM7M8_NbSites<-dginnbatsnew2$codemlM7M8_NbSites
+dginnbatsnew$codemlM7M8_PSS<-dginnbatsnew2$codemlM7M8_PSS
+
+####
+## RIPK1 is actually a primat results
+## 1. Take it and put it at the right place
+ripk1<-as.vector(dginnbatsnew[dginnbatsnew$Gene=="RIPK1",])
+tab$`dginn-primate_omegaM0Bpp`<-as.numeric(as.character(tab$`dginn-primate_omegaM0Bpp`))
+tab$`dginn-primate_BUSTED.p.value`<-as.numeric(as.character(tab$`dginn-primate_BUSTED.p.value`))
+tab$`dginn-primate_BppM1M2.p.value`<-as.numeric(as.character(tab$`dginn-primate_BppM1M2.p.value`))
+tab$`dginn-primate_BppM7M8.p.value`<-as.numeric(as.character(tab$`dginn-primate_BppM7M8.p.value`))
+tab$`dginn-primate_BppM7M8.PSS`<-as.numeric(as.character(tab$`dginn-primate_BppM7M8.PSS`))
+tab$`dginn-primate_codemlM1M2.p.value`<-as.numeric(as.character(tab$`dginn-primate_codemlM1M2.p.value`))
+tab$`dginn-primate_codemlM1M2.PSS`<-as.numeric(as.character(tab$`dginn-primate_codemlM1M2.PSS`))
+tab$`dginn-primate_codemlM7M8.p.value`<-as.numeric(as.character(tab$`dginn-primate_codemlM7M8.p.value`))
+tab$`dginn-primate_codemlM7M8.PSS`<-as.numeric(as.character(tab$`dginn-primate_codemlM7M8.PSS`))
+
+tab[tab$Gene.name=="RIPK1","GeneSize"]<-ripk1$GeneSize
+tab[tab$Gene.name=="RIPK1","dginn-primate_NbSpecies"]<-ripk1$NbSpecies
+tab[tab$Gene.name=="RIPK1","dginn-primate_omegaM0Bpp"]<-ripk1$omegaM0Bpp
+tab[tab$Gene.name=="RIPK1","dginn-primate_omegaM0codeml"]<-ripk1$omegaM0codeml
+
+tab[tab$Gene.name=="RIPK1","dginn-primate_BUSTED"]<-ripk1$BUSTED
+tab[tab$Gene.name=="RIPK1","dginn-primate_BUSTED.p.value"]<-ripk1$BUSTED_p.value
+tab[tab$Gene.name=="RIPK1","dginn-primate_MEME.NbSites"]<-ripk1$MEME_NbSites
+tab[tab$Gene.name=="RIPK1","dginn-primate_MEME.PSS"]<-as.numeric(as.character(ripk1$MEME_PSS))
+
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM1M2"]<-ripk1$BppM1M2
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM1M2.p.value"]<-ripk1$BppM1M2_p.value
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM1M2.NbSites"]<-ripk1$BppM1M2_NbSites
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM1M2.PSS"]<-ripk1$BppM1M2_PSS
+
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM7M8"]<-ripk1$BppM7M8
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM7M8.p.value"]<-ripk1$BppM7M8_p.value
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM7M8.NbSites"]<-ripk1$BppM7M8_NbSites
+tab[tab$Gene.name=="RIPK1","dginn-primate_BppM7M8.PSS"]<-ripk1$BppM7M8_PSS
+
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM1M2"]<-ripk1$codemlM1M2
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM1M2.p.value"]<-ripk1$codemlM1M2_p.value
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM1M2.NbSites"]<-ripk1$codemlM1M2_NbSites
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM1M2.PSS"]<-ripk1$codemlM1M2_PSS
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM7M8"]<-ripk1$codemlM7M8
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM7M8.p.value"]<-ripk1$codemlM7M8_p.value
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM7M8.NbSites"]<-ripk1$codemlM7M8_NbSites
+tab[tab$Gene.name=="RIPK1","dginn-primate_codemlM7M8.PSS"]<-ripk1$codemlM7M8_PSS
+
+## 2. Remove it
+dginnbatsnew<-dginnbatsnew[dginnbatsnew$Gene!="RIPK1",]
+
+
+## suppress redundant lines
+dginnbats<-dginnbats[(dginnbats$Gene %in% dginnbatsnew$Gene)==FALSE,]
+names(dginnbatsnew)<-names(dginnbats)
+
+##############"
+dginnbatsnew[,4]<-as.numeric(dginnbatsnew[,4])
+dginnbats[,6]<-as.numeric(as.character(dginnbats[,6]))
+dginnbats[,8]<-as.character(dginnbats[,8])
+dginnbats[,12]<-as.character(dginnbats[,12])
+dginnbats[,13]<-as.numeric(as.character(dginnbats[,13]))
+dginnbats[,16]<-as.character(dginnbats[,16])
+dginnbats[,17]<-as.numeric(as.character(dginnbats[,17]))
+
+## replace by new data
+dginnbats<-rbind(dginnbats, dginnbatsnew)
+
+names(dginnbats)<-c("File", "bats_Name", "cooper.batsGene", paste0("bats_", 
+    names(dginnbats)[-(1:3)]))
+names(dginnbats)
+
+tab<-merge(tab,dginnbats, by="cooper.batsGene", all.x=T)
+
+@
+
+\subsection{Write the new table}
+
+<<>>=
+
+write.table(tab, "covid_comp_complete.txt", row.names=FALSE, quote=FALSE, sep="\t")
+@
+
+\end{document}
+
diff --git a/covid_comp_script0_table.pdf b/covid_comp_script0_table.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..669dd5b72c62078bbb831a30e6085797bff4df95
GIT binary patch
literal 114753
zcmb5VQ<N@S(<NNCZJSTo#;#qqZQI^u+ji};ZQHhOyQ<IkclXtM#_0FYtCb@&M_#Om
zIV0wpK`t*UPS3=^217o(IJ64GLIfbPGqi-^<%MCCHnBBxHYZ}^;3E3p7Yw7gg|)MZ
zBN3yxwSlvVsELuCu?Y-6Ka7*JqltkHjQjdj%8uLy0BL0BjrNoMmnLtnAA4*iu6c3@
zMHs7$HDXAbAvM|G-;vKdH+ZGR=tk!9HoVz>SvS`Yd_44&PW@wdz<z_>jELL#e~9(d
zfvO}t!~}8K`^X3A7lh;LNlqT6DBx^5W<yo*-sn=bXQx-b>k(}dORRWaWFQvZEHE<M
z3tnJDtEYJBw}ZdAKNO}Vs?))x9DytSe@nW$x_hR`ZMa*LZ<m0kUQJbL1=%KE&}inV
zyiN<f2g_;9msn|kHNfgj`n#t9iLYqFxd*UR!vw@ggA_&OGC3RfBProEPvo=fr{L1b
zFcn80ayq4r%&Xi+9x}B0CyDFh3>7hpWZ)&4XdgJ3qz!iMy`oK|`Wuq5U{Fzjania2
z-;oir#25;uU<xl3$|DBIl65)Aj5_AEP~F$ZkYalIcYts*{>7?$a#il7iR!N>TkwpU
z1hCr^pO(3y52sk}2CnL2H6|taP5{VZKpN9~&Jxsa7%U&_GL%w|G7!blhn6o1amltf
zEgW+KArhTi^^Tx*(XBl1{J#h8N)r?DFaHjELu&rn*1Ka|xa69349aQB|6St%>zdVm
z%=ieH?+!677hr3M8Y*>!CI8-`_o3+U4$!fCdIY{Tg4gLWu+qh>^aWXtstr|17G#%>
zVDN6K{9veRDa636mg`8q&^d7^c=j{V3u}2J*@(Zkvfd?mGy?s&aF~7V$X-$V`&D@P
zAo9%vO~F%<sRPJ@#{Pj(?+Z$~$nCK?i9PCLRHNV9gfX!-{y)+5&+307k?CJTk_o`f
z^xuZ$Rl0`V1}BpL&KGT%b7b<LjALR+l3CuvkU-rF9B>#rB6ITLxoQNpUl?C6QsIsU
zw0$J1QcJS%peVmlMW*9e9^!@dfstBq@{WDDaibW+;cKDGERX>m;AsGJCrEWTk$yY?
zZ0~080CI{SR;mHn{a)DmWLOuOc1pZjkVOKbo#~1sQb<;vCK3p#p>XD&IG8qcIt-&c
zb9I*}TKTKTs0=B6;?Pa>Xa5H+O7bRff|C)Db!R=ed!+}BO5o<ciqDnGi|=Zu%T46k
z?gWt36jJZJJQ#NvXd;UQ0K%8|?{{7bG`%FSIC~=#csfu^pg?oZvMbHSb=UXjvfCGz
z%`*zQqQfZi$c0z90|@njCFy6T=?|E}vV}#li*fYa`566D(-OtUn2>HP_t;3*X!)4T
zo3rxF6b1R0xp(TY;U&03+Mq5*#GS`^YMn%cw>Nvb?B>GQ*)O;BVn0|tc4X1G$TTm7
zAd=rf7o{%-0RD5<fzoR6D_?fe&O7}xSsn|A%ymRabB=OkW^4|9q5{CORa@H~rJ+O%
zyA&fM*ttmJ@Sg730~Gd?%y2K1(&*&yR4ho%?XcO6fXwt3BBkAqF$rTKi5oS!TfR4A
zA+x|!M654`XhKI*Y!)3$didw(_g~14U0aC!M$KOn<txf5Dm$u1Y*5KuO9kUp(rbt8
zQ6yU#_%o~*Y=lhdgEu+h1b=RutP0rByUvHy9>oXZ$MOQRr+`o%QBO<^FDvu9w_V;%
z<A{~84~8NQx^zxn#nFwik~!&5>^MzX+@k&0@GuF4yb}eDH)sbb5s`jAE$^>&VDDbw
zZmEyrI4j{_H-lE05xp6q7b@wFShd*HgMQz?0cAq2UgEMpFsGE()!gr*59<<d)~M9}
zLE%N@^ynSah{bB~y}gDuQeNEpmC%<ZWle-dJg|+QkPknmU21?*9ak&{(7mTRoP{67
zHZ+psgw*Qv6<CRso^Ulz=2D@l%R<*}#Oe8i-~;CzW->;<;O^QG|HV2Hr1y7Rm`pes
zg|WJNyu$D(*G{g)?6qU_fx0gb-rSs2Z__J2Gu*u_bt=YXASzYlXL^FS2Wid8zkwOL
zC#j%^Y|f;JTUq&MMS%Q{V@s(!VOqIu^0O9(rxr%Qyx&FC8=HdhX*v^--Xw96HhV`p
zD#yZ8nJ|jj*yZ3|>9wB9v7V?slsIGJ@bZ;Wbff(#<#DS@==HLVe!S%^#LN>Arm~S+
z6+?0*&W2(dV{2mTI-lDjzuOT5B^QHRb(N8N_vZi+Yz<L}-$&@e;azL7OU9<d`)u_4
z<iSGEEn3HpifN-Ypq}3RPdq6HZ9|f3QQ#7zY2Xh~6jSc;zkmtnfASj>fCKPfgNe4D
zT_ym@Z>F@io{v@0!KN3Y=&9IJ%|@}k+90u{IzqyJ-dvDbnEh#EX4e>|aULX5C!kW&
zKYHNJ`^Pu5hRA#k45-mh^5p3G+1YJN#D53mQ~O43worF_n+Lrx*KLL1t0D9)3aJ+;
zlfpS3QaU34Y*ioU<sKKKiMWYQ-y`S;A~5NX#*Nbz*V2L7^Xb>YPTj{Z{`>x$?5-AR
ze=f|?f!^FZa+29QZ9y9tWb$6bzOUa%AqQv7IJ~cfRx`mh2zJP{0-nlnRgZTLS))9K
za}P|ISa#fR17Wlws_%mjW|_tr^eMkdX+o>1N+0l%7o$RwXHpd*!>pK^=c&yH>AbW<
z>bbb=D3E3jWi}e#94KQIQ{CNv*ux5m2{L@ZLHfAhtIy5#mSjYUUE97ex%m^hqs!B=
zwe~~K1P?t7VKh1|i^G@HFYLP|66{{~7lYLI${s$3a@|k0)*1-d*-KMPynGqFy8A!n
zaN`~5PTHE4d7PLRK_Hrm>RQ&hY^n};7Z0=>f_}fSm!fC@!hXxX=Nhsja`%p0Ir14Q
zU}C-Dh-NaFFHadaj;^-Dl3+(C?M6Vh@vn|%+XEwO?*%0inOdR8q#4EI+gjoiaJj#=
zqcrL>Jf~<L?e$a9IiXjwgv995h`|xiBK@v22e~<VrqU2+Fk2Zi*<3*mhi;tXi+35X
z1WP#2iHieJ&r?UP7l_#?Ua^<WouZR1V(}12FRl)i`?zO;CmQ{#WRg0OhVDnC(5iE&
z^rLx;b`dhWciyzCToSq)K31Y6xx$qlub0W7Qsg<C&VMiI!Sg+l+<7dV_W1j=25+rm
ztlR}m9t%NJYOOi8UTi!)yChkXES-^{Q>nV;Xe?Tx4y#hRWE;h8t8kS#lhMwTuf`3|
z-$3&^dCXz+>+dFRJPLfEaUDu(#SsO%ngY?ZcFqKuL4m`a$)TQ3H%!r@32D3ap*<+W
z<KrnuyfbzLgUFl-RgFeSLEdG4g2ib8q|T%Lp|9iS`K{KDj%yfU-BD#2;a7_IP1qTJ
zT{DiXMWMLa5_iRSDKK13h#Gh4GFKBr?~N(2uZMszWdS!bpXUj)t;1ybnZaUhffIXn
z!&#P0@t(xz_3-lrnc0mDq&^&<@Z=T)phd7-HyGT|91$+6t?@=32?1_`m@;*R(AIXa
zSm5?DQ6Gf~d~*rg=cwnl4%OP=RKDT84)t6x^i(eU)|s$_;nDTuN38ymu;W9fZMi>A
zEV8u;suF_Z{2TS)h4~AaK{0%HsGhi`*Rk^^R0tyr{oBNv1eMsZJ#Bs46Lm!Boi#_C
zPC^~3^g>V4yZI2HDa6wtM%Kl9zNrQRPr%bZl2H|ddywV2E5I6+U9np81heGsj0~<7
zy#t^gatsw7XTl5R?kKLuk<JGFD{wM@KlY#K!_53I=)(zM{;$zT<HBx(9qA{hr(Z&i
z2-sAGOiU4H7BPX2)|O5yG3jaVEijQP9eCt9tEl&R<>s~VvgsUUQVSLhxZohxtrIeK
zBvdEVy>Y=IGk5CBR?9Eqar8=14YFG<(GdhA%=Lh@?FT_1{o{oc45JNyQ3#8t8}~0G
zG`E`DuYy3pj6sky)g2y6?R3fYCf?Vlac0i(&0cHa`Ke0oE&|BLCXh=xu6-Ie?=8=y
z5yAnGjvECfqi&WfbqOUZt4dJltp#S=B46L9vt}1ptz4G<T#@J}rU7Q>2a$b0oC}i!
z)l2f$#F~!JkM&2!553((&nzd`8+yOJ504%LZQiUOQgo^PM%e9@^teZZlE-E)<N3h?
z!wVOyI1<x_#Kn<qVb%{d5SC1>Zpy{GrS1+PY;G_KSj1^Jf$3xA_4$UzvG@fW+}<68
zb5ncu4Te7o7|O_;m<BnYIkO(1tfaw}e;OlJn9mesI)ToiH{@*~2VA!{w{cm8Ix)5Q
z2{>v@J|vi7zrA@&IV7WXsU>uRNz10z0EvY6!A)8CBasIDn>rap&DLFApT>VYk)5_S
zdQi0>-@V7I!n5ZWwHj)^!BJwy3VkDf*Ahds*-G`n2Oq^cq^=p<c-V#fPT<evii#N_
zm@HL(k%sU~M4YSRqr01i9a>kr!j6`@(n~}Z<C2<c!nG$$PbS}D#>bt(*K6MCktFJc
zjE^28p=&UqFAGT~R}_nuxw~uIUqnra7q|GXaMdG+`l_TECh_aZ0=@6D^^bx4$d13B
zKM8e?G`iENjEL3^>GyUt!!fJnxgCDK<L4_ih&HZ2BW4zYz#%1=VIcdo(>fB-)f_vZ
zAAm2-SlaKC7+QlYeIGJtF9Qr|ZB90Qw{k>87*Z&39Ta^8KtVv$xJ3%WQx0w+3oFC>
zVzP)Z&lqw(>I+)7GqmaUqf=%wbFh_CBbG!Q!yg}ma%`X%s8tCtzVEeI9B1=WN9Pz3
zV>lH0S%N<tlkg>1zn~2tVav?>wR<9|AEImSKEg00a&tVp+_3uo;z3vRNrE~I3PwOt
zdsG7{4~pQd;0D_nif&XvHKKQYM!|qH<eVRbiMB=x%G+Mvr_E066zYdH4UF02U1&&0
zFfk)bZbwg~2@>i5Lrax>NNJX+NvmLF=9u8!Rulz<(P7I8F(h_U`}7vr!y>bpA=>1N
zk1S@IWoc=~V8q10XUpIZ(o_qd*-%{lqZ~}BNI;#Dpt0D)4Z2vQSMM5Q;}NGCxW*ng
za82BD(ijNktSIMzzHSY07*Mdsw;VHOqqJaB-bL<u62_rH;&BktQh?wm!yZ4AqlWrm
z>k`h)p>YZZ>B0Qp6~aUHLx_eHizpTZP-3gKzixAg9|4$3J4I2zOh-E1Pln3R-TG0#
zr{=_DeT<^=f;;%1E16J0g9IPb=rKI7j_T4QytT*J=bMDtI}Iv;7s*PDOH7Mec}v$b
zI<buVwGJJPD;2PafFK>&sI4L%05OwT1@X;C6fAA&Y8Hx;_=_hLML1wkssgH#gOb$!
zqbbyR$QH9Cmfg<3OX>r>&s_|<hzRGN#m1#`0`P4A<{1RqmY1Xuh&$SNQjUcds6cY8
zK}OX(j^ZUWNf6B*$IUR$Gs9?babLX?IAi`+A)}sCDdWWb)s6>*-EzVDTNS}*23F<V
z(Ke-72-paT!?HmB*g(Moaf0MTF{X{3932A6nwp@VT0`|fx+HRBW8f-tF%hMAhUh?N
zB?J6)w#b!jlo>B=7{COMBC$!P!bM^0r2r?r4~@NAl=q$3+X7rx-$^B<^wSp=)gk`W
zTFcYBQOg_2w{_R7R{;GNbLdJcQ%IkLF4#Y}Up2<M%tzofFeU|<w@CGMtoB=-@!D^`
zG`hAoghon4#YaZ0t{T>!4%(|PWilfaT`Za8Isxrh5=0wcpLPB*@Nk}rg){kZ0xQR&
zN7_e(Gu|&`!tF?Sc<Pp(`wHfrHX5~_sjI42%R6_Q>(Prf(`NOp?VrCHneUb^ZqO^6
zp>LLD8n&vj6INon-}#7CXZoy)hm(&})io!=<GS%nGM`+3-b<@*YBKR5n>1*BV)X=U
zmn%Nrcc1mITl*4osBPIRI+j~PhCaUu`BYd<#d_>MV{cIHwNheHcMhxGw7hd(A@u%q
z3&>vb$&Ma=d<);b5GwcUdS9=-yw_sY3r)wcZPd9(V6AUsfmcky4;?4-h!>n`+B)zM
zh>yHuxo;w}h<2{JzAX6u8E&)5MeIjv3rgFo_sw`!U4udZ!+b;X*(-&y#-oO$*8Yma
z@0wJ)T%RlF44;*SwbQ!y#?%~(Wd1ey{0;J=_3_ZR(ZDQD5smQ5QvO}{rb0NEy~D%h
zqz*Y95o0Gyyv?G>P!{tIV!YSt_%F=L_Akr|;QT+r)&E<!y3*8&Eo4XYov9IANEOB5
z?bZiX{Ft3H71yCIZ2q0wz7z&63z4h^y>Ruo^5Q?mV89?r5)WagdkYTv@b>Dx(?^NL
z6sm<`i#g=kQ5C6Y_iHsk3nS^{3+AoAX1%I_;H%#2X3j4fsuQ_6OpHp5;F*5pDGsT+
zNm_gfo&t{ys{zW{X-^}#QMFL-*|+rT_L*zl#CGYhvi)5+`pUI`^kV4rJVYT92<8&i
zsxE+hfAon@iW3AHvt9V&#Q}%Rk>$<k?k?}eR<9?@M$dpu`X1T|uey*`M=%<X6<2*9
z{8BbI<HGAB@8qVv8ZdB=HQ_RgH&{CB><w9+gVVNEoa5(!I&@!PhnC7GT+4NI5XrOJ
z0nyu<Tqat^rG7lu6Br^4<;dA$-H+tvEtZJM=CkI3OfE!yb3<_4rY-Jh<UiINZxXHz
z$>N=TA`%jk{PbEeynvLdL6x}5399?Ut|u*krQgY+Ew?Aa_0AKPTjX$@DPyJt_K1=^
zK#}?qtzP))!Ot=Caqlf|x~Tu61Qh+$1Ce{junNSs1iO`PW(`(&hkX@<-fh<pO`8|!
zCLF+Z9iRl<yyp0dURXE18erZj&|HhKO<v}{kYZ|n@WIZiL8yh)gPzKpB1w>ycgmDs
zv|y{ou~>yb=`(GSJX4n$C<&=LV`ljTwU62g>~(B}QH+||=G~e0I?d@GR%{7j@t20s
z)~~%oX{o+@OW@i^Tn@A5=moG@%J|@g_f`#j)}`Zi&U3~G35!+i3Yz9}y4Ea;VdW7O
zg<H8)EU8E^>=LEIsC$&7q7!}P>|6X8deSZQHEV@%x7eWSl|dS2^eA_Op#dkMTZ@6Q
z4i!1ue{b}vC;-#u5it>MX{_l+5TK~ip9jZYU+J&6g|ux-pB8MGCPwJY8f#qnByk+2
zCYJK|8t@(jofs@lxrm#3?ivSi7ZjCiz>57#zJk^qDnOh{WU)|3s4%VEhR0b9m1sg=
zzlH>Hk4<y_?6bi9l1<DgxgEAis5^7<Is+Y9o(-$Z7N4N&^1M^0?rN~I$+p*Z2TsQZ
z7CVS4$ssB0GFSUqFcC6Sao>pOEeqW*L}Bhg4aEt`UgSjyI_#<Zc+!gqE{f|3%IN!;
z`gg$on=keRQ8F>e59fHO(u^cM@1bIy3!pn<ztwMvUlQ!zy?<_`nrz#|K2twL@X-2P
zc+W<`oj9^oxuK0ARYPIagnA%6W~{&^W3-VM+EVVw%(3K!rRzoF=F-PA^i)g!-2EkE
zM`rJ-xiQ=0E3LEpfzGw6>w05RVrJ33WcVi@hx!x2$&{ImeRXEjeVxfpB)Mj=bAoO<
zLHT^x2!sBp*z#{r(|Ie$67a1{4&{58Q8IdXwb)RJb-BZXS2D%I){}vT58(dq$#|YB
zYhN?(8tUj(gU~(<Sgu!$U`|C!JmKx}!qBOJY_GrjzW~y|2o0P}9RIu0C;Be{Nn7h5
zAsx;4rlxk4Ku|Lp|Aad_G#?m83Ar%+83-zPF)54{y3KjLCs!#mK7?<!`Yh$JQ89**
z^6ri+w<l{@1<JJj4^ml#bGx?M{=Ttb+^Mi|wJV0JbZMp9pzw#u!}xkEC=DG+7)iOs
zDn(4vq|mpuyemLygu-Z4pW8GhTruVvLQk#PqUkLq`24QL_KAuWajWl}X#okH6giaS
zMK;Y&f1)nFOl!3^o<}IPBhdm$tVK6R>~mzh$*aAd&k&=)wDw;8Jx{r+37U^-K6FoW
z#qY}7$|-*eL3}oj+4^+aw6nEWW3A_Pe67=FUFR-Jt_%6@06I5VC!%Y)5UDaieX4)Z
zg2k{nSKPS>SX=A#N4M^xp~e=4_oY7o)Km*EwA=9I(iQKJ7xc236TxTb`pq4#)y4wu
zJ#9sk6!&&r_~#{FFSv%N=1LInJwj*HYJ>2fPcZM-F-Cgp#g=NH=3kzbkSwExoqp2l
z&bMXgr+i5Hqhs{+SPWb9^RYWHb7y+wHQ<=3`2-j{0iR`-iewgm2S*KA57i)#XSvH_
zb;%X4-EnJ^WK5Z)GBMo?1?C>L(xSdc-6rz<6ArJ^s+;vCiWG=3&@aZ+o}tQA&_&!M
zDBX~g&6$J7GjuO8IK`uk3021*=-AhiC_Ya03C(l!f^wdtgoff{$HdO}=>S644A;>P
zE9BKH+q>g!8>?GKF;*Mk$NVA#-$HgA#KfY@3m_lSp{UY7J@DVF{nnpejOZ;2-RS(6
zC<#(H>WMIasYpeoqD%J|9z^jsNVugu2HhB=1I*uj?IeO>-Ddd94=Ka$S#!{Ys?QCw
z%I8JN5%b5xJ~=ZUSYh`iOt8fWBC)|^{q82ZeqX5x_$&d4T`?u@Z#P!?-h-A7(1;|7
z#%=T4u<I-7{D>w9;!P5gaJ_p|dQ-CXCsOSp+QHg4sk$rU;hmwK*U;N5`>;<@P8|<k
zxd~(c(EOp{0W-<_oi`S3aPbz~9H$PV<@$&IC(4{ihG>d{2;z(!iQ)_=!%I2^zS~`-
zE64aJ4M*x`u~yo;fS3h9s@y)JJ@82Cb_+WjSN|_c9}CleRs>xCKTfi)vUUC^0Yh#+
zXn9w`B`U%nvMsdXs-!p21|>>$073K1&U5A{^GUxyo*FXI)*VGaslz=~kVj&Edr#Np
zw%S#R7KT_L7tm9#xwGj}nC0@|AcuxYaC|VHujNcKl0U2?Msig9EEp7s;TQy+al5e9
zNWjO!QQ~{_*2-AoLe#+};^fFM%T{ymaM&)GJ}>Kdd3dS0dC*!CJn=w|gvh4V3O`_-
z=|QikFWzYzX0kWoE3lHBczJNH_MG}{HR3zfOdLGKQX!XmY8{EjvP)?1rj}e3I-reg
zu|`rDOf!a#g~?U>jJR1y+6`P_r@GKIi3DjL(uvrb{EAmu8IMr)K2_!JG2%pItkqT5
zCeE67XW!Fct=uV0X$H3n=^3EIJLcU8;iGvrH^5BvLth^l<VW^LW5ejUU&lE+kAe}L
zq^|Ag*lBXMx-m-|QsDLN*)i!)^r9pz74twl(O}LH^GNTJt#`B=oJgpZ2>tCn(O{7@
zD8`?46b_(kPrn<V_O?i2$Qt4uO7p-0+a-4|Q?;v(PLA9|ROg3CdB>-n*;pLle@I*4
z%(^|XyxTJ<reKl7)L38{TBf(G#y~gQ;reiVkG@*GN_J~nC-NZ>{c*oC)n>hyZTSPN
zk@Rg)g(JmW{iOTrHUxW-nGXoE*CPwQLMbd!DDK{1uyi+8^Ro?>4hRg04NGt=C{{#|
zM^Xt%f*xe+7X}naKt^nyuncf;Qjt9J=DJW3kMaW$iT_`euoz#kuWiczc@JG-2oLJi
zg4Yv6paWEhhUBz9ia{O>jSWl8cjjg;Q3&ZszE}k`KI+N@TT34b%aS`pHgGqY1WIbQ
zxe=@?7$}#KeV|}doPK<03*N0oru(L}Y{nb^!D^`c6w_d65$D!|-#d?;2A+5{+Fv13
zA8bg$0!zplENUIJaHWEW29X3=lTHLQ2nT_9#0{9}35cve0vl;}!TVJZR}n{eHUy{;
zqYr95ZXOW84u;hPDLxyL1diNDEckZ~iH49Xv{+=E>6E`d4H8(WN)SnuWJv)m8%n|w
zGl2-bEQai_n4n@s99W-(37(AzO9EBBAW7UQ^gq8KQK1eJ6BCrzLIN9;a6uDd21!^C
zCX)~^CxuQxj$5Q56Jl1x{-r`ry5S(U>}Wz*zZLwj0wXpRXf&Yi`*y!xUO3c{?W|d3
z=AE#aB4-nEulZH`t$E63Iz2K#G+D~@v+=y$W<Bwy1n*VH)9=Lg9F4*eXgOMW=W-+J
zsewRiTGeT@RaYj{ULqs2#SoIBlz-Ocdm^BEC(Q7l9L@4?O#>4r`+qIRY1zbPaw2`_
z=>3_mXpCoPfQZU(|C(Jgp;bvOcN;t7KUAfpbWkD#Ns8Nk^7R=>BNMD|`2%)ee<|tD
z7vjPD%*#R{F4iuDCMJ{HuhE>9<?FYjh>k>U&)|w#FQb*DRNDIF>aw@2r-g-72BTVA
zLM+vUE=?a~Bb7d>C7hQD!R(^L^fy{Ln}%48zr~j}s!ZKa#!@I=9Rg2gBFW|<dG_9S
z)$;*p7htYvQwb*^!U0tPw8NU0ER(#ajJ?(AxpamSy-AlMgmgb7oFdGx<EeBkR)5M(
zpyx~wN(eK6j(K*_Zu1UB4_uKlTu!4?Nou%?a^!sMzMUp^B<Nq9FY4^js75idEW{)K
z;M6iNTf)QqE=7JWv=u>F8aMKDe<z?4{loY28s9t2a?y0qRgL9TX=Y;)`{SfA9AXg=
z3;udto%I1!_*a6w-)J;q@;+H{V4y<}va5W`@k3n_6g*<P;E#9lY}^4s>=Z49fP8`h
zXj-93XqRL4#zsUbK-;6@3R~rY7`-GyJRU}f4Z7s4=b4&>Vhmh5O{#FCd~5r!XA&Xf
z7Un95#{?H*_U|oeNBBa$^_myed*yD8uBXXix9M>=%hRbtSlBhPeS<1(dw3-cB%$BT
zz4leTh6I|G45%ZaOMHD~9eCe~!8r$0+pg_c*6t5?I`sh8PO8UJDN4!lYC;M%rJO~8
zN6zau2LS`#PNGS3)F)SDR*jVIy0l93b}EIDReIAx(bDYU1UW{<7yzM`U>Rq}qpe$M
z;8d^a;WYYz_3bTL{*P}Tbo(0FDL9I=qJRQBBeO1ZQ`$<RNmj3$`2mkif&;m<U}lSd
zYPvDrJ?Uu-9R1;+35syO;hiH5>z=p}Lu4ygH2go3{dEU2R!4Cg)5|Ft^L1^bB~g!z
zSE-FHyWYp+Z^N?IR`RUYLM$oP=~W3cb^@FXc52;yfBP8*s~0d(&u?M@p*4Aos5^-6
zVWO#nAx$h-bKklsFEsj*VHKD+40pU8kH~)xK?2-OZCr8Q3GuB+O<$}jRpUi})R*10
z*c7`UoDM`($-%SoGoM2iY!vuTO{CeX4$$I>3UD%ABs#5e_kN|<QLKq*SC|Iar)oN@
zQC;9T<5!DK^}fkLw0=4o7DiPjjg7=Y0_Spi&&61&X?}6#)^&Rlf@$FY{u<1^Z-XVl
zud!?UF#=qEB`C<=w_iosdO*U=avU>=nXx+2U%b5Yf$e5dg_LBnlD@HGLG?Q8z)F0y
z*6^*l<+}tuRr-3!;Q;Aw_>gbvuM#H#;OI&7d@iuDoM9n0A6Vgty-`AtZ2RI49y*0s
zvxMr~=)p}(-9gPt)j=fT%}BhKS#j3DsjRZI_kVyJo8|eOYhPxF0$@-O!&hJDQ*E6H
zrrq(;5S!a&=%1u47QtN?qCS9E>TRkW6Rl!<)V69mBoi+u)Pd0P(2m<rcg9Cd)VX8-
z-r`OiN-c6A;-~<`*@-ppLFRyDgRzmEV8qe-88Ga^d72$iLHLC6g8i|5elzU5Wjny*
zb{utQXc703JrGl}#Y3A@DNY^wsHfvQb{Ski!a>Gv{|n;%OIO0e{@>esu2f~@`UR1?
zUeu&H4M-+@-ClNuPytN3i`$D>K|^ss!HPq<H`XoseUUcvL0F6|*=sEx5Aoe8D8%SM
zRqdBo0EVqE7g69?AfGO+LCcGS2-;bJg{HZSFat3(EWmVlK1So?AjWXyC?OPmI0i@>
z#qeMpSDLt6lT`VNZRV-^Air|IRt4xYXZUCZ**PLOWQdOZ1X22a5L$RuAGC#VQ-Co@
z?3NAt1pe5s8Yj2stWDPPZp)X|axpSRJ_WJ((@tc>20Rf9a!u5@(6WHS($;g=;j<Cz
zduCb8ivG#$n_HHf#x4DZ>7ZMyg?4pfe#lFO`;HE}t%M`<J$4&6r@1ge+-PDIjH>l6
zm60()Kxd~9)@OKj<<7$9*Uf?PbDcxQ!shUea-|j(`Z!0`c#Cq@D@lMYqtxi1ep;|m
z`~sgY5h1f^PR-BP>u-6<9YSW6Z24GRaj@iBB}t@V<FsUWo1|2T-;dxeyGu_0xq+-4
z|54R45izl`v;AMU7BdkS7dz+wz5B;H^M98_On`r${D0K;|L#7c8^PtXHc;r{z}!;x
z10mep+@P-6dv^h&`hE1RJYevBI)Pv>yEvO$pkS1-q%Ye}H$Q4!YRd3C=ek=R9WUoH
zBKhTgbhg0kpkw~{#FLkF)*wK?O`vsL*@19zDPeJOA(`Q$OW+3y9vOL<quED?mLM*v
zZV^L@V4<KqntlTl*NB?bk_z@s5%f+&>z^R&pP=g-f!f#B-Tg#DxgrBe0B_mQ0gclE
zf!C6bqNj_aTpk`78kxX*@SW)80&zQe0`Uk4FfQco0Xaa%MMiVYBIm&csR!ce%CSPO
zgR=G>vlE4__!Z}&)`tjYfvIco@$#zsBUIDrW6~mfQuv3$58~t@ID)se2GRlfHNwdQ
zbNheWMuVqA<XPApyr+tQT0`Ffwfh6rKzQLg#T8yyg=H3kkAmNNatn&+Lf>vfAHHI0
zoH2r+?%wPHt!k|PWMAK$3ZSfUeq+P2azOHM0^@gC<5dBrus;*^dSR1egi!`T135Ro
z20}Huf%go9ZvA0@7Hm-K&n*T8X5P01+O-PxdpWVZHaq}xFmY(A`zidjEHK|0qp?0G
zjB>dP<QUXS@}rQO6b(E2>2j@G>8DqnO}aWT_n|jBKRnleAIna+nWf%@XOp!hc(3T^
zq$@M}Q>XEV2*{S5on4oJA7~UC=$^I3^y>gfhLLhMSN2(8vWD-~ljl!1P)d!BzqbvY
zP|Z(Vm(HJSBA~$`_`{1Yxe-57V^>%I;Ak!|eTe#c2hnf2XEm15d&W=C9|rauAkb#D
zw>r?(@7Ir))VYd&y55*)-Jkp)kD*G>`gs)1{V2bdPrK3}uvOIEsmUo&{o`Fz(AtIv
zdti4x0q-B4Sen`68}4sp+8c9dh}$2P>x-;!mHLkzoV*V&p;O?WY$@>1a&094YXM;n
z;{#I`zb}Iyzm$($;vYYnAJT~*mD3-s_^8aTuUy~u9;hEef!V&{?F+l%3db#?8m&Ay
z-!1TwpW<`>Z%rNO+ODCW_e0{|6&)nE#`>QZEE{bTYhEFYa&{!Ai=M;#RGo`hv4$20
zu(ALhn{Rhbpvg;X>z@O!Ee5BKm6L%dl|;XG!J3JOonMkX8G-cQtIRPgxDf5FKwWWq
zjBn@;pq*=aD{~-+Z>15ym2@%sqgGJ6O<a2Z<g4IsvA9Pjpta+l2JfhM4<PD)e#9?p
zB8<SlKpjEVZN7oufGVGV{6B$ILw|bJpzFE6LAy&pesCST9QAUC{93tyDrJBCYbe{k
zLGOXoiGM<B3iX5C{eSj+tJbgNUiAu@+?*Ude2Bi$ZZ0;zgMYlE1&QS1xbF9PSG56y
z%?w3f)#6#JfgWz!?jfdXl-W6JUUNs88=&06Fg{PEc`m7X`_uz`X|x;j&K!nPhcnwF
z^zcvyRlhB5V)^ALpwE>$Y(@nr?jR{(Vuvn1e#c9su?;<Y=Vbddf?jPm3cAtE9&&Zu
z<yT<rZhAb9c`m=C(#QH{?Wk;294m-=&}5p%%tf%n(d876aZKcp76pX@5=of#_1q07
zw?8xbrn6sVs^faYF1=6&-iEaN0!g2JuLmrHDMGC<k=f$;iO(`|FXyN=?ZN|<!2`f=
z5(-XT_JZ-Y!&>u;<GKgA#B4|;1yqDn;}lKzDuIe+@y@HY5g+I<y=)$!(Sfdb?mb0s
z<TFq-CW>gv_fQh8QE-1g%xDy&MRm+!hwZkEbtug=v*Gx|9fCkEnLZ8>jC+C{nz`%0
z+;gt?G$#Hi)l1q_r^s6=OVQlim5#99`xGyQ>KNg`biu#-oiw0rF>iF&!9P$3aAH+M
zKjypNBma#N$S7mSBg@X^_dAPfAz(MJ?Ca`-%^74p+eO^T39|3Br(nC&4FQZfAxY%r
zrkFjzQy0}VOzm;ECYbk~N|*DgpXSKNNk2sv%<!7IWu=5ORAd|E+GhtW79JYPN12jn
zFlT+rP>e{33V>hVW*<TMBZ6l%ZMUOKlAqyn8e=se0OOjeK7XFH%_HGn)wG46oZPw*
zOA7lo9&)GWqZ3F9`qEmf4BDDq$Tay+-tm4iXuXtEzt1|6u4tOMjGv61_sN%+y3cB0
zS~!h=v1D}@^ptOk1w=}x%vLoD3vC&d5Zw)<MMms6Sol9nN3#?pfE13Q6<kRVU@#ww
z&FDDP`G4Y$&cZW^oC!~HsY>uD=z8-%Ud{0d)Z+IUU*TWHM=7)P&?UQWq<S&Ab&MK}
zs$p25<RTtrzk{=D1aQ$b{k=gS(|98YqhdrV1xOtYrn>VSi-}Q9IPsgI3d$;m@_}KO
zxDH&kDR3(o8_$wCyArI5u#Hmbz8k=BVd2Py?U{{8hZnwqIUi_&`mI|f_lUjXkm%Xd
zTka|#Jh)md;)SdF?KGyDm$SAQRY5E*2_ujxB|Rhj&<0*?1Ft_C=aqo}RD#(T0$^CE
zoX3b<(b5F7EmcOgpN+%+=)1=S^ty%(dPzbk=K_WcCcG6%YKIEmW%qXLhUdhWj$gM-
z64xouUy>-E%TR<J6XuHC+HC92ZXm0DG1kx!vq~beO$e8G5W-0-k|APgSvnZfGw{%o
z1d}5SrL_9gVHL{Vy(GnR5*_CWXw$klZ$5D8LOz-r7FY|Y(eNnXoA8}u3Yr5(VAkEp
zW0FNfN?gP(6^Q#lAWyX_==pe`MPsZ@KMC=p))^VnV>D7FyRps{9y;0d;T98Oif~?W
zs<M8*gAi;AV#LlZl*&9SqGoSH43sXfK~FmNN!G{Eath*LV;a$4M`dw1#oLoEq&t8X
zxP{A}Fqhkj)6jUhFZTvlIXj%COD&zl&KM6w!nZ>K{Z(z6B5i^_q<naZdc`}axVpDU
zgbtGy?SRkIf3hbIeG^lAj>&rg@-6#>@0o(5v*p2^-%u^OBZks|I@FkGYp$H>g&X{;
zCo(U3Qof|>z^2!-PcrzlMxY<3J?{O(zLW~n@2I2_(eU)|@F^Le1~*E1IDuSzM0B;8
zrBZu+qlvUEC-&Lv@*Dp9io>-%doiWfOcmQw=DiCCXdU^^RG`@SoBp8z>>HQ`1Q~_D
z%}LIjZV!(X$6y0Eat+!U@0@JA)=YO^`{)WuR4{gtf4!c7J1KT<z^)#dv~GE8^bS?9
z>4iGI+*xo1u6R^C$<m?IuZ<kSZ7(BANBzXD?FRP%=-|i$4OAcN<^5$+N$p36a&`x(
z-Xw?Wt^JIzeA*)mwN1RK9(b7)YltR&!O_ib=UwlD@XNrEBJGBuOwHmn6oS>uMFj~z
z%r@f5h`A!$?YOR`%glH?*Kl#q$A?;mNDh1Nn`tevWe)cv$A@+4{0~Fq^{<^LwmG9V
zq83{=nUUp_afBJQ0dH#e!kbj`w%icB;vtYo3Vial=CO3x6COKwN9ilt?S$dqfAd-q
zlf0R4@$eri9WUdZODv1#8!b%wI-A=TH1xX~*G!-=R9JOzrpImuw7n_5ue{93Ik(g0
zLlxr5RA1>ejdiQJ^9nv*@4h>o*ZSi9lK2k(a9z4`+#uI10<j=NwC^_(R$;mj8csw8
zjIPymo;N+^QyIrvC@KFGXjtC};j5|iiyvB=-M>z}jn#X#Hcw{dw>Ig}b9R-%*n&Qw
z64G(;N<&<}ae;cD09gb@d}^`182U1#A=>niwqn@ggD?Tbcs~{?uKl_&6%UN$g6avL
z9%($SbhY!{teHd4=suB%wDe#g)Be^Uh8}5-zW)kImsjc-?&!ifn-;z1<savq%mWQF
zVq|J<3Qob0dLKlua>RyNJ@bSbu|q~aLxVWNa4IL4VK(bFddScepeLV<E^b#4Tm-Hq
zuC56|eZb)lF%)5Ftxyf)G)f2_Gx8eQ2={I5M@iCuoczH0Yi7F~VGlVzvKy3S(!siu
z=V_>^rs1Vvy<y?Ef>pi`pZKe7p^*T@l45JOIv_R_)K0|ktX$rOPP^&wCTJ#_z?2z~
z>|?sij7o=g4fiy@I5%O^1p>%uqdNtxsO&fY?)FsL-`K$w2Z_22DSvH@XSvRsVH}(Z
z4yL@;wgp<}8UF6Ua>eJhI~8m}Cld&UhZMJ@y4Jh*B+qc1d<CJ<Dsi4WW=WE=>ShyF
zGyI|2?r#=yjo6ZiEg*E}VicQt*w8TP85cd%2%8W^LV0Y_FK5r$d#krfpDJ2EV%6Pu
zQZQMmo?aQ>aF?Ml3`9X7+*XDK!Ey^(^cz=AXCOkhs;C?0A7!s%kBfu8P&ZO6NOzef
zd0X`LUmya8F*nPrCUyh!vUQ{Z0oZv~H<t0h!N9c_=87!PH-Uw>>J}KDJBBUp+Gtgy
z5DK58lI&Hj_m5W1FZWr|nxnB6Y1%n-tXGkCCpA~iPMLyo+9GITI9~8r1;R$817*VF
zV()CD;z);3#$;ke44(^j!@>vG!!!@(u`6DeB`R}QJ}V!Y&Z&LT3{54(usLJT8~nP;
zNtXnp^h+Q7bHAPwt6r3f72OHAMAE8<;f>0XM{)s@;NfAU2-SXYz@Cwd{%0yi_V*Ec
zJW%edhe8W%kE@KQ8Um)7LF$DPYg!s}2i+RuFjH0wmk6W@^6_OHUGsO?WN2PL&2M2X
z8B$oz3~Hia0jj2Fu8}So0_U}sBlhb9Kc$j_YMmPYI=wO2{*71c8}(mK^;`;pg&cAF
z>|p6Ha^zYe@RYm%fOix9p>!E&JOFJHld&z3#q<3WJErnFWHrHlbzoxR7Xru5$7x{-
zVRxL*3DvFGTLKybK6*JR(8Z*SNB+?WM97%3*UrIfR@kJwvYuv<SAphgExq_P?6Owc
zU}(8D0dEH0gFlCIaG-DW9hF7=&dyC=eiv|`^e?iYE>H%`TC?vgpkUx<Ph<JbS?y>W
zDrm%5;VvBB{qzLfz^^zm#%{8An=(YQjAj;Ofel3n76t?rs`a6~G6z&qZ=85UhK8?i
zvah>&>BMiiLLAaq=3}ESiNcY+@(-i05=1s&*cAnoz}2XVQ|9_9o!1~#<v@*}lzdo4
zIDvL|kDHM0*)ATVH7M_<ghN@aaZV%XGiE|*JX@NvE;Y2s(!<AnK?WQ7Qq|uPHwF2h
z*Bkbj_m}aZ$ROafhKrZgGJm>Es1^EKib?%N!P+Zx?dsY!6y+q^jGUJgWHeF<yOZ5X
zZ!=ZzY<3L>#cZDF$MmJ<XuzZ2(<ZxW;nWVv+d*U5SzQ;vJethKufTS!Y4ar|(sG0@
zVSM6?yj+=ZK;Z_C7Uv*_sZ5w-WL=o7`n^><DW<nRU6*PrC$6}++8U8fVIK1C5bDrf
zG)EfV7^D)uyf_^U^9k#YA9JGo$N;(Jbn|Z|iSGrI<aOHQr>jW^z_6tvVZr%)0g+<A
z$9LYNedqlKRDd~ota#P>@KEp2v_%NT8J=N(jHfdw-2negLSgVolJ42B4o>ofN8}d9
zk2!pQ#_!eZaeE+LN>i+2^RKY?wTGf_j5`_22b2eK`Gr7#ugh#!hQB+3*RkqRkhIB)
zw&FkBL+*$vk-2!wRu9>t(WB$Op}jI-@0-p73fbA;sjAo{goIarw&J|$x6wyL-d~n<
z#Gdw{<*eGKh2h43;j!_PH7<A(E91y{tqblO9==^jPO=C<U(oNtr-uZ%NFoeike1;8
zq-!!^BI!W4cTMt(_!SY{EErDCBQ6LhX;Q)~WYn<p?-X7W^UFhowY-`NzYKPc_rK(p
zctC51QsU$8K*$)f%Orc)+gBMd1i5O|W@P_<!=6>!Ays!kKXD@9tr?#euH!BPdzsZQ
zierFLZ5By*p3PeT%PWM=Mu?G*wZHN5=1XF^t5whMjPI6K2J<#GVxpDVXfB@Ji9tt=
zpxG3GeSf;|v)cAe`F>$B!PkG=7iS_gGvsNtQkeke&2|WB9aVrbK}bB7B8=<m`XROu
z@t1(Acz*sg<q|#4!J|gpbebcK(#U9VBB}`5V=HJI{7{nceDl62p5PK5k*m+&-4=>H
zm2@X;oH7)8@NXZXxbKj#$1i26ZcFz(nRmydkPG^Kg9=+Vc_8UX>}<*a?_6)qC`4Or
z1Bpt%h~15G)haHAjXSIW;o$7iE`F4z61w-ik~1<Ib+AOOE^fu20?>}w+lQD7+R^T|
zkNPScSa~};!AK~4cnj!>88iOiw&aIILwLMU3g;k0IZj>9l`{&+D%KJO=yNY6kH-b*
zf}r_@DSXgLo++D(PH8ukmoE<B%9YqN*HUj^f)PCP)xfbXd`x$iDRL?|7i5(j`|ftI
zp4HN%Iv>SZADSpmP7kF`AdBJI;pXPeY)C<$Xo~m<>KT*<Tm!eHls2=X?v5p1WSCWK
zf8R!$n?ic?i-LW_tuuYk&pbtOOp0(PO4~`jcbh|pL7svZU<Y>P7)3pdms-3zEH9AQ
zBE3LPSio=x2k|yb23?6Jj_lC&tVXE(eUDrH>VG+Tr+aX`pIb^5dTDzJHH^1$7*1|W
zjPKEd$dylBb@g`RHd`>;NYRP8tR>1oGxya^zJonS^t~JA+lmK}AV_ve(rkRT=pv6i
zZHW@fA>{-0f_uI~J62J8Qe({3dHnVGe!jGnVtCTSGdZbKYNw|!G!G+CHpZejCk#V=
z`n7eM&B4(LjL6wDYlp;D)xsvb-0-Y&$6i|`{*KDGclL&4Ci{+*Xnwrl>3Xmf6=d4y
zQ<##d;QNrG(LbHr&2~WZn5-tDaLVX5NiB(tD3|HBLojy*gMNyFFpOGnOc*COj^CW;
zFuoUxC>)$ZGr0BGsc_UKC7u5+i%~lLx}<H@kfp5Tgqpz+n$vmqTXSyJFuf!{^8O@J
z94*q&PlKTfvF4wl#;i-0x!B53ymR=gFzV#b7(&KpgazJdypVgsFOK;FEw#L1ZaEn0
zfg%5_N1ss-s#%&&NSMy2!`g<-%g*AChX{B=tRisem78C~P<7IMtkuSx1Lp;etgm3Y
zTVQ)8?c5gQ>yd2T3B^V)hekUMRosY@^cLwMaDJ1ydNxql_0QR0bR4G`yDAa)WC4`Z
zo*X7Jy2~K<Imh@62@-xw&Dnofm1d{tOiObr1g0gYnoj;P-wEwp|JBu)@8NOq+mFbi
zx=B%;eJ14Cy>WgefkO4&M~S@#5kUs!#^yn`zGcnfht*YpmL;6xtdyudTB7DI7%$J2
z4ayag(8VevB(P4NO(}lZsa+!mtj04gBV(d`c-Cf<YY#j~HR7Di!objG;K(?MHa}wV
z2*k+@sf2%+B3pg}gu*|^=@YmxGR(He2fu(JG%OH5#oFI51pnmn`UH}ImtG&Wj&N9`
zQIR)o=vd!uTsx0)Ql$sKroQ<Tvl!O7SG#+@@KDK`L>b`aF125&$QzU`xKz;+#4zQO
zc)b^52BKTtd+3d!*bT))0I7^Ztn|84t##gLjOg6KqRh=Y7ME6E1EELpawc)WkT+kf
zz$|Z4NQMWzrSt*{AvDbFae48Hu6m)>I}xNjm=7&QGgZ4fO&-Ut&l`Ug3Y~3U7*8Dz
zJzsnM<2g*6ePiD}F`vLIfVFb+;1Ehd|HqS#dG?&KZ${DiN&sMJ3BkijHe`VK15AG|
z48FJB<RM^5fV?Rulus9l;V8Yj-TqVsd^hA48b#)9sH<y<Gh$1selmvIPN?gMhk(h&
zhgnT(jYe%qqq9{&fl6O+jv1^2MQ-IHR&%)#s3hL><wDn~n%agA*uN-6xKxc<iz&U9
zXVu)OWK%`gay2~d+3y371E=Fn>WY@IX#BBkKJygPe%Ocip(DE4(wBstwf9WV6srnk
zkdXU3uhl@~OWLpJ$-@QFtL=c@Py~hX+Ub8%w-+YcO%^tn0K$oe>L)Kcj@A@$^+)Bm
z{kMA(#00p?Na*h!%+fa#xUwC*a#*h>G98^l6JZBq>D|?siwE@U2nfUSn*yRz`SbfZ
ziNaY096^x@EK^<@giGh>wcCw^1TAS^m@@sF`AO^-sP(Wzwa{taz~>K6<|E0`dEUg~
z;AH56a0Md*Epy`~<c7<z>&>mucTjPST+u;qsYFpsQj4{qBbU5~`%?9aS3}4mu0nB>
zk(r(aq^&c{qH}fJ>eQsk@w!jMLJYd*Y0M>B@KloqQL#TTUF#WGnT)!_kQ2#0nN|Ee
zuQtXR%V$oagx0blAEJFSo;P8%X{BXlJLm=6Jespr26TS+<F9L<uykyu<r*bK*pMBL
z<e1Mw_^pn7oFe7#$}gWD#Mn-IREC32yNN~W8&b{*^$V?WLfUW}LFQvD=JH75dJm`E
zF-(ohTY0_L)8&2zoW~pty0`zF|06LpCe}}4Z?!I4e;1S(`8Ys@8+?rAo*oSzJsaQ6
zmr4reVJqRvlI!mKv@AnD?xAxvz~)&uCE<BKQL`bkVTzV@Avb9D!L=i|>3mCz<;XjJ
zCpwYFi7|mjTI8XqkO?x+!LIRx$G_;r1e&10*nqkRb@??Y6FJWun{YRxS*=7jB249b
zp%*bD17&9dlMXXL#l^Yv_VGL{l}_Z66R8gET?Sy(MXd_4(s#Jtx<7h86c*SPE>MlB
zg~QKbcb3)Kb3=``>hkUo?XPPrr6k2c(W$KaJ>nU;u~AnM6|fv)tu61I&6=fa{F5bJ
zI$I<NydYguF}C(rmis)S1G}5{l0N$b367?cIH!4CT0?+cW$~_U=ir;b$%cLDBp1IW
zQS?m#DR1lkIJ7}2_Jo9T7bC4;q1PyGwZG5CM4!aFCWn!h{DB2UDNY4C1j>%L>`P$P
zr`<YI@Gv-C%=1TQg>>QE8dG^Oyf|FN?F2Vsb<<KC<E)F5bDx4!4uc-U?6`%i?q6BQ
z<q^kur))ybd-obdwKDme3llZLvF4*wWp%xfRVqmzogt?jO~73j4H3ce>?+nzhr{`*
zZTEEeJ7hQ-A?ePg>ved~47?OU#Ulx3KUZVkzBL%vr#NQV@qpU~hl(CTiu}XoxrZg$
z-#}a=tiZ*jB#p*n&A(rpqd;~Roo*gZ0iiE0X7PWxC@{S2S+|K2$Q!TiMPZd;T>DDg
z%#QwiDpEB|_aV(oKxbM%msa0S1-|53smOzMXG}GPfN_i?IaD8_9sM(6dISZP=ILp1
zp@e!u!P`GjEv`8>$$nL146c(gR)(#-FPoB}qqz77RJB2#D*v<<k717K7A&>KRcui|
zwK!1N1p&+e(e52vW6Y6`*2z04NYRfkk$E+U+nUr{Aa8o`>S_5>En}wI7*GT?Z2ZfJ
z!0EPP7c>Aw02$trn=b>Gy@xcqc72#3t>P11_It`PA+_KM)d7fKMzn0Vb!j{;;(~8$
zgbcG|Jv#kzo27~N)UE9jnqdQ2o6IEeEMi3wefS7*=Xt_7A~C<YbC6#GHPILBr1Z!F
zUtO7x<o@D!YnboSY`~tDg@H}rxZSJyVN0-XR;&sYbxpm)Zc=wVmkmyrm$=YRrrb|i
z<=bQf+04a(%Y4VKuajS4^1c=@{$=Xo-hpB9jUi`zV&H4D*zm^NW4uE2n^$Sb`LIdR
zU4hF<j*>%`s{}nT?a;%{Jzc<!s=>{^0QWVln{_Xx*73>=bL1+U9p43pxL1TVj2u?I
zJT0Py#ZNsRFMJeIq`9rjlSd`$%5ar$DvG14=^JnECB8RG;7d$u#d;$6b|k(~pTYiw
zad6uOe)jJlb56171%wwoc1sX|G}%MC)ezG#8daSVWs?~$%^9S*10umFgK)fO3MaBq
zr6H_AHj=1XU0KznlJMI(3fNB_Vuuqzv!4+ohVx(+DzAsrD+`wQm+TVkU94t$am0dy
zsHL>}P%U&Db@AFE_o{|Hng><ubeV3~l=|fB|6=SOVufqMEdd{W$F^<Twr$(CZQHhO
z+qP}n=s)S)K__?6JE>&XsAe^(XRWuQ4Z#54C5XhVUzIQl<So}P7IZI(8A`4u4LfN-
zZoT$rKfV{{?d?E!Gm1ps`hnaLKQe0VpMplG2t#<3CUF%Rbd~or*LMT&908>VWDZW{
z!rC%qK#16+>WE6Gi*U7BbpLZ6xTd9HkeMlF6}aVXY0Npg1dKCct|Ul8&P61)D54UI
zWUukKl^kmN+Ui5|uX2Ukn)sDkp=qUnwOE$3T@Rn+{$#P5a0KOi<m3WmPZg_Z&_ilR
z6Pk59`tD)6-(vW@KuX1FXcD}~Edhm*Owb-Pp^r22!h3pOzGcoWKv2|HE*dl$6w8yt
zwIonbTTcZ#36sOv?|Zx>v1wQnn=YyjA(KB%iS1v`#fMy`y2JMo%Zeb|miH5_p=~!E
z^QKOb`w1LPE{`2(DMQyxqEuUbF0ByQ0?w%63-`4c9*^9c=+!EaRR$2qRktVR{7x3b
zx;Oo^vVwGPOFvQhaDGB7r};|EGFgIi3=M7dTj*#*_p*B}EnTmktSw=5_%p8Cf1-^D
zT6&1|y%#i{g5fGxkmGHy4ex~6LA{oGDv{iYWf?S5_RSk$Z#Mr9*co~^u4O?2{#U*L
z*|do;TXjX@zbiwaaeX_oI|e9)K3>p4T)dF&hx8^KRrY7&v)LjXAdaD#QPf25t>Nm4
zH1oh<rtuPtM<V!LPr893bSgnekaPLw{SduEC1qy}Iyz#H5*W{716DBpizC?V16$Lc
zr@RTlPL7^N)0Ciuc&UbxK(m|3x=^ntVrbi(`doi-d-9FDW_On7PINIU*F8<AUjogV
zfW5(y355z%1+D1OB*k3>Vg>9@-VEMs++gB(-Td2rU>T<Y1^fZmrMqvswu<gwcLHv0
znxS03*3Yy2dB6}RK!5Fvk{1+}I1|;CPsj9RZs#xfn~%g4#K389sKX3IJJUYCOxXeb
z7l4m9PAXTkM-dU<FvDHh-VezlDsf4IO<9#Z#fwGtuFgW>O<^CMMRAnc89Cu>b%gi;
zNq7BZ$2o13=*r!IrT{do?z800TCy-Y>S%eyu8l%^(!Id$>Jcu~a{P)K`d`#GUb_9e
zj<$WU3mUgO3(GUzQaSjyLM*$tTux@0m-HUcVia`5>)THOigR3)@oQ>ekjb224}=WU
zgZe5dWOdF_IJ$O)2!}GFC9$&W2Ck(zX7^a{k~A#QUD*&A$mRA|m?3td8_gLb*uMpY
zZIOB`JVp%+*ds{1#2ru1laK3tHV!Eud!&&mQ<S|4t;Fg8a(0a_m^62i9OS&L>#+t(
zBDo;5>wUF}_+xK_e@fi?>(FxqWZ*x|bcnTkxQT)g0gx?WPAcR#$;i}|uN|KXQbBv%
z(jQI}2zNzpCe$qYS7IM&)7h&O4JH<e45+I0E*fIqOc$!VJR4Pt*x*LTJ!uS?9@EaW
zNc}-}QcEm#(=3*(#K+>S(E86=y*ZjUw7AaQFAmNXk4&<YPy;(Sb<3B39zerFMiA!6
zzqZ2{67gUzmY~HT4xcs?oiD}ow~fAI6;vxn+i)rs(OMpdDBuE4VMd}g(w%?Y(i4&0
zEPm>09@yJdH7Gv9E}u*u><CQ#zBV54f7}0T%_<TX$9Twly##I>e7K_cYE=K(SpouZ
z2^901`I`n#mSSZ+of`Nec$VZ>xTt@zdwM=ItN}fxUOwW`G6gz0K9-=1+&6qXtdRFu
zG-ApuXI4>kcWf}WL_ZjvXx5U6tohLBNYONnrf&G=<YafRBICwqIH;0?j>r`f4vlIp
z<V%Z4-6s&%lz`_idTLMT9EhlM+Mi6;win90{1@DiW+P!GuJ_28<j(w%_$nybI;_@&
zW;ThN-QG*2Sulfw8HuJ{H!{X&sY6d<o7<uJc?3u^AY>$^=pzADp)!B%APHLSzL!-F
zq<X30IEpx<|MwDVQsU2_ZJyB+Ppjm0ByDOV85aA+pxNLITY6}c(>6IUV1zxa8i&;Z
zoxlU_9AUI7oM_hL?2=xUNx1Y^)NX;dTAP&`1z@eRSNTV>y_(X$gr6fzY95JUVy6OP
zs;b_`+ApQs7Z&yYb9d%}d|6CaU{EDGM&sM-*_2Nd@&0?0L?`xz6$DkuwrGCRc_2|r
zt_j!+)9MNI;$+xDyP=j0r10La5TpYysvM}oHJcILsU>I@l?<}(UB>Z&`00!I#O>7u
zd6=`fNi3p1DB`d2WHJn7%{xrHQBpr?gV4X2=BONsr>p@7tD}qj#I%eItIMh))}g;$
z^uiuNUnoEqh1h)60oyaQjPSmFXsi_!acw=g8!Hsw2FpWz|HYOPyU(5>G*&#v0c9~B
z>658r+TCb;`KHa_7SEiLspfXqB#iYpWV>#8|7bCpgEO_g^mv?7?d}PlVG@JbiDiTp
zwB+<lja+`l9mH(jAe!Uv3n6?OQ5UbK4l|a&^4wyFubzsD;HmEs>o4T--ekIZJD#R{
zid8hLM}7zA*c*_5+^kHtQGzR#Hk-YB_biI?qkj5}@?rx{%?Zw3*V!iHOeFHiAq2+-
zmbCQiU)T%s)JNd^wINi|^pc+(X+Bz))P%{_?a}6DV<e_QEnRlq)HVm{U`M%R9l5hX
zZpSJh?p)Q`AN=Bs6cn;XGH?_Z5=k<O$`IPvUr~MsPRx>7385$W03K1!xF*Qi>!J4g
zsE~XAUnx?u8$G~m)t*o1ik?1S$m&+HwQ#7Y%D+1$c)hG0R{w^sH+BQ32@m0wIV0@L
zCT4P02K;LRm5k`(j1W=rxC`zcCiRmUxq9J&*Z3m#++%-XwPDV{Z6<MN!}EBEGr;Gq
zfT+=YQYRRu)hEC_Xfs0@oQnV|q3fGk$h`S=VZc0Mj%hm@h_i3?UtMV7H#49@TfUcg
zl6WN*!ouF=@|`v&IbfU}e?X6dOhB51`Ck%LTQ~6DmI@lU=Z>pNAPSm<8W_uATJnB{
zZLu>;S88Ho+7MVSnv;RNzC|5_orOl~J>pQKO<mQZ{lnuS`QrIZM14w1y)0V*RmLAP
zFGD7i&YSv6izY)*mo_>|mY?o+CT%I@oEAccZLPf+B?5Sqgv*#kB3GnGtSdI}TqHZ<
zmu88Jj#~sYXSM)J>8p|HXuROY<FJQNsaJ1Hhhmk}g2*0oi)QY<1}}JOA|(p77Tp^f
z*2jC)aXQoR-M>w2)Bp@-1@->>u1=T4)=OJ^vigma8+d8GGZMG8C|cWtv+wMkqkkUi
z-e$e^nL&H{@P0&<&q`+S9YP(dpJ#LJu2}1<HiJkE#xX8dr8}JaS(Wy45JlTi#3|dC
zV4BM3WVbuLl?4@qBO`@Tv(A#^wZrkKw`O|-Y-FijXqa+4qaphxLz8AGvRNs-bV5}d
z><9kRz{dmq%|O`EL3WWn$yACQ7S;iC@^*ak+a6HaMJA>08k&dz=>}Bb^H)54u+Lgf
zI6K9OxhZ*x++l_BRA$-chkhEt7uO(+6mbSB)?;FUB~Q&S*o6!-&eM`!77oGVHoMmy
z9(=#6+SE$gu1{Q^!X4nGSpOw-_=I&;94_uUE*BQkFH#KFcOFkVr{a%O3`>P#1^t?O
zMbd<&kMr+j_jM|Qw$gL6{Zm#*@}GL}*2kuMX#XWrtr*Q$SE9olLv9uY=IuLihvA(q
z2ETVha25{ZsqZk2if0xa+a8gp-03^?!mZ+~xYpqc8I<{L-Hk9?$n4e$2;5^^imM*b
z)y_s8I5+7Ph+=E>HhMb<YB>fy1$Dd~VHBVPRj%s?ll}LiYxGCD&&?<nE)cpc%L9<R
zaU4P|_Y--UwrA40<j&R@5=veF-H?psPJH!1Z<7}>Kf8bxghOiCNAcnd^2)<BZusQs
z$Mulq)=bbtpV>$6zW|*<)AdBl+~#@JOvOa1-VIj<)Rp2g*)ge9>f(Alh850OG->#v
zF9H^Khece#&h9cLaa$zJ7;6akZd?v;u~fKBsgBD13{7|%6W^JDN@pk{Nscq<|7!^+
zIQg4y3SPD#yiC_CB-qUI1#8l@KS?;RMlp=W!7E?{wH8#x97Oeol30~TQa=g*rLIc*
zs^riT7b%0cR;JpABL1=EOO!DN)pe;dfOSTzDEY;DME!88JYR|Zsxw9m+G(bH42sx6
zIVMu=Ozrb#Nk`EOxV4oNIw~V#90tj6&VT>(ls3DG`uQw@Q;_=Ni+P8HdZ8yl{78ne
zKNPDhcY<oX*yfuyM_LcG`sq9b22}<0{$Ps3=Ouf}CvI|7{xtG|IG(c|UpRDT4x<1N
zIFYjL%*IJKYV8cCI%3UnbRUWQRsGQd<=mO};pz@7)LIcw5Z$+R0<j%Eyorn)wIefm
zE@z_ZYjtz^4n(n1DRLgv+tpN84DB3gAfM;G?v^P(=r}n9?_x%D%{~FEY@Z(x+bJoD
zaGYT1fHENB1hFCS{kE<B;-1(mPm%9aD~hIbqzj&ujcT_aH?owfX<n|?-?vJ~axS#`
zw8$*J=$EiDd}{?lxril;ueT$*ZXf6y=ih-F;!4l>Tko595_5|fz5Pe@^^1>q8zm$y
zOG^AFu07!`-G(mH{${+tXy~^n5#7$<xm`o*I)2{Dfh$)VKp?IG+}qL^ZbskjU2OKH
z*frH+d^UzN9af8iz;6wW`u4=BjmE}<eU_x$*v7BRN{V7zC~)d)d9&S+vPSX8ri&?D
zi%ywK^beE4-2BRp!s>vDCX_`_fGyWPt;NJE7H4k#dO)PjE$SLsMS!svnptCrlryuG
z@*n)=TV?v58UVGvs!Xqc^AHaA&NBjRhGVfW0z7M1!`4i|F+j<+d{IQ{1uzR=rrXz+
ze=dkk#UF5BE9d0@LTx$zH)_kl#QHy?mJy$Uk(Gh@f42XRwPj*wVE+HLwr&5{+D3Q%
zBjZQk-uds#88EQ_kKBU%r*3Z%iP`@%x1es|1Gr+h6CH1VRl8LcnHejsYHw|xaxfeX
ziIhF{7~>%1fQ@biW~TawfZ>x-<_t{$>FMei|1J3OiIr+?>wv!oqIfHSoa`F@SMI+^
zco!hduI`QDXq{c46M<I%3^gqPCMy4ops<Xjun36$!QtVbJpOnjIR5GNnMr8;Ie>V;
z4d5JvaS;L7Tv=7rR9d^U?=vd@$z;s_>6sacH#1KDb=Y%b6H9BjcsADtkj<VPb4zO|
z`F|OjfI8fNRUjyNB~ekpa70C2U0gv8IZVLg6N3Jku=}<rh7kYxTHu^*e^Y-xO;B?5
zEx<q97{CDRd{c{)?=&G4<J&{qYY>ob4C@-{fY(_&irQCGezN|p3jh@h4*x>n`QJMI
zjy|As06#de{^|a2xsJZ3KXPM}KeNV$3X1XBf%V;`$z33QTN5Y{a>;RqcK7yq!04Nq
zUvTDD7to#)tS$_#4a}_Wf8P>2==cQH(Dc4n_jkY9GC9@Q+SwS{HP(OU2@i3Mc1Eae
zY)Jn$HUMvQvJrmw$xKf`n0>Ok$d2~l)<$uUZSQ{YjBQQqOn=3&Olx7IFJDz-Yxyl2
z`iyp^!TW4b`OyHlkdTnbz}NuJ!2vweH5q>${4>jd@8!sz@J`!sy?b!@VF8}nSp9od
zPy5^8K<vzn*zo&DCQ#0=e(e6!wjida{uwD1Q2ik01}1U$U7uMP=D%pZUca)cxBxn(
zY#$83>A&tjPcnZp2B!F4T622`e!PaFE(jJH8W@{>TEAlygg}n~?n_NgK<66k8GzH%
z)!P8FuB85VerpPht)E$7OLy89UQY1-Uv!;zPM>flZG9~KFK>bJz`tFoK<6?Y`~WL<
z1y>9WOc}jB41au6KXb`{d?|klCx4XBe<s8SmR4V7d6#wme{p;3vy-b&cj0U&ot@n_
z0o>;{XxD#i%1G~Pmy!O~GrwzOH-_J>P=l|it$)!AlNy7Qz~-gKCx(_EY1+SyReufU
zt*Wp5B=Jovcxq7oxfu}`e%^LlCYDdGKJ0xKk8)`DHXgrU;tpO)@f&zrql2@6^sbJK
zufqDCNr+HfT>V)eHaIi>xPF!B{p0#@jvi8g-7IHN^k5tW-w(nZ>wwXNe(Ar0*#M#o
zd*M+1<gajt#z6Fv-=fn1q7!@JDE;I=SPg*aCcZ^&l#qY;w5R|@lXlOj6|Y!5Ikg{H
z4#4Owe*)WfyhnTIHKh}L=W!hjnLkjy4#2;_d%<(&wkNN2Ls<Wu;;WYW5O)QsfB)^N
zYy3j>#*AO;-QQSm`3<mTy7mz~VWE8e_e+`YhrgwDy;V2Rw{544?c2q%JHI9A@B8-H
zS`{5zo6pAbOVPO(VTb&;0`P<-a<&Ka8{lu-zsJ44H<+_Wo4f~MC-y`8)|whkn=0Gy
zH*;PCgXT8>-@&JMpLFk|Q$PPfU`u8f7e~*oq`z*u-QrKY?=v_6_;WyJ5p`XFjK@&*
zwJ_)3YLrp8vc0V1Jd(X7>7vp%UDr#;pAeudX`LjL<^yN4Z0^Od)=nZ>7pi8#=WCzs
zRdB4`+~Vzr^C#nX1ryIYU;_)tudBAXu|b%i;Cql~OTjPRxmaGz0M>Y$eICYRkJwsm
za>;+_d^=#oJeZ(UeQ{wl*A#ba_Tz-SDRc8<m1F1sQl}HnvW(}B68qcdkp>s?_1yDk
zcXnqA&wRZ|5<kSF_Pr3NG>>bVCJ^7~?^;wVMh~~6#6ru0q`*C*czI<GXda0~K+P7q
zn%Q+psXN!R=k*Ij@}XAN6KZ1H%`)n|ueVmwZwn0a%{eY-oz=T59$7oa#|vsKZP{o&
zb%D($rkR=y2m+fN-v*dk)tpzfQ<duX)v(f(NK)^ge}%W;2-=hb>38@B{fem_sSi-R
zagJZJ3aq8QU(i0=hYb_&3cp6S)`35ou>zmYO77b15?}2(I@v5Y%YZDE^g)P<M~kLY
zhda9IMawuchxDoz^lU)-AEpe;2#jmSu2_vdyXAGiP#j}rg8r#NzrW%I$K$i2;jFxB
z3#Cp^x&$maV61X8>RlI%8sim-YbZlmy71w^nMS4OL&d6127v_#UUFDT#>DWI38TvQ
z+QGE7Q*@{i9%oo*(`H5Rb2C>VFi1UTq|)YbLZvX;$Hj}))V_lfqabma&DQF#NK;<N
z7^CNP-X<9IpQ=~q5*<q^4JF}m5Lh6BI}DZ#Rw;vH4o*r4Y{HVxAe%2V{5qOx&@T#S
zmHr;;K6!Qo-7kx$)^G8()U=gU^y6y^moOB$)z<gP#jmZbO@6}u^ORM;pIn8X`H;%+
zPFI}r;V^W|F6*c?yI2*Bn>g)?@FlWU6AWvwbCcW}f@p!Pm4#Y%{H{$kad;A78Zu0p
z`nb_cJ}rci^mfqFjL7%$I)it;kRt0@wjk~G)34#a@7hYBbR2_t-BdaaNXHAf!57q6
z&(wcsjxo7h(2dnO56#m2&7~v)&yfqGi!`DL(s}*T76pE%u31~+nyB?AwZGK$BfFU_
zCeIzgoJLpzvbRP!ZuFM5i23L@I}hpMo>^;^M)5f=rM?9;$H|cv<ib<JmKS%|5!@G#
zZ_d?82U1VZ^Z6_*>QO50;^rph={9rXD3&HGFZow~Jj*{4pvKpp(h{-MK3%D+Y%l&F
zgRNAUOz|n~U#2^C85oy~7AeiF7%;RDnsYDF-XAFHQ|?u~C`b)$mNP`=hoPQ(Hs(&?
z(AFnLkV}BC)pcSUE(dt$aH;j4YE(sfwutNTFKEZC@4P6wzcaYbJnyn#b@gQ1h-8>Z
z<+BLCm|rXQu8_@J(oT?ZFs~Hgq%yaeeN%Gkq3cwa=eE@!{ZyCuh8N#A%a$0Jc;$Ep
z;5@Z=DK&#njqS^Et=1L-8gtHbiEnX*whNy!g<p6ahW|t!Z3VvKU&p027-Bc7qbNU-
zEpP+(s0}+K>=S0ou_j!LHk+J8wj$X1)Oc3NHCZ#y-l@=}{mm?ccWXO%y04q5yoKnS
zL0jT}7V#i@Uz`z#HgvKT0xT)Q)MJmBGjUS^nwR>rK%bbgsQ0qBmdFX#*5wCxVb{di
zRyqgc&T?}X_XcuS^j!f(8QQ-DV)4D3U;8O9Xm?N~cDi7I5i;+a2^lJG{Jxg1pQ_*V
zOP@9cb*hx2<?6sdp8v0IN)PQDm2IG<rWn}vjR-Jw8J4`%nJGsBb6_F%?_mkptpTgA
z#J#QnbwzD1m_8)WqF#CXP72n3dL8W@a<yfBvVd!yA^eCgzFC;bz;c9de0xO2xh?;K
zX6C}`#OScK%-g(r)?2f+#3Bc4>}-M5ybulF9{r$O$~MKy&l+2EaRLMJ#R|Q#$EUp}
zTJVlu%IueWU<mykN?$-aj3aoy<q|6^u8>>83vg<t@&M*sRyDRohds60)^b<$6olxM
zBoN@uxp-%@u3b1c!9w~KjW;wjV9%|q&D1$FQ*Q!tl|Wgr$h3+@FJHxZo-x|~0l2>G
ze6;F3{z2n3qPDBd1wn_mkpjZV+p&%L;vvmbzXkCP2EuYtgr<?}p;JzE;8Q}B{R^am
zDtGKO27z;bzhtod!#-RPZVy4-(wZEmXD`{<EJGQVxv%ir8isw|W!jn|z-U|--o%ka
zp01sY`=XG1?@N}98|F?{PH<|Kzg3r*e(9AXCa)QjoLH&|Vu1oz;|R!vU65|+#R7aG
z*uIgz`(AU5`nPbJk(;D|m(!QOU+AE@T7SoYY!{=Ey-P-sR$rrGTydY%4Hemo$tzne
z^QRZhS|s#MFjRF8)*vyQAM`E(*sXaE6pqMtfHpo0L=+H0pP2PYr0ojmekgHhM+<!=
zInJ+VbB4_cTLnV8*&Nt5lyq`T!=2$}So@XgMh1n+L0`pMBC+yk=xhLoZ&BTE$c@?H
zGnhlhQx$Dk9gY!6Rih}@$ikHoU<1_OLrpiBEanoJJ@QVcIHedgtjht4eHJxC$0r>N
zFEcHcu{U7*8!%}wA<}3R=fMqg7D0_;WLCl#=?|i>iEM}k<K1il-$H=*b&Akjn1z_`
zEOAsxPmQAp`J=@D(H3zQd*fC^c)aN=D7I>+o`qIUgunT1MP<+|kDHC?63z$O&;SIa
z`eW*AqS1K5Jw1ePe~Amwx%&47gM!Iw_GiP89Ve@avMxbF#K&@c2JooVr5=Tv3@>N`
zIFEbe`50@j!cmGwhkVR+){HA-PdpW!`=X&Kj4bJvy361q)Y8wYc$Bk0bw`DU5#Ri|
z$xf;+(XZ}Bd`v`P+#>pWCHk7gg$84xKSTkE$A02TE6#5Yz!qZLg+!~Wv6}6L@ef43
zyi~m`gCFdi=iXd|Y{`J*qelgt2VO;-Lg99Wc(?2^b{Q};xJZl@RU}qi!peGR3Z#Tx
zjcnTaboY(rJ~<Ox%vNGmJK>*84X3>q5`PK(T6wO#&>pz=jpO57OoyY0Vukrrv_ezE
z2&#G6c6AzOj)>-2E^OhS@X!3yxn|h>m1LB~mbq)!)T;CPrHU!#8Fp^)kCF_iXc}1O
zqRr!v(z$PRzG?B`oVf>ert7ihKl7?5CXOd7rwEQwM1f(!`Ug4u<_QO(BZ$Lpm1CO(
zBD5c^I{Y5mZ0YmK7dgu43t8*DI6rKosXt1Yfn2aD?PU8mJYKLyrO^w$54Ou^N*Ql^
zbkI00ZEITBN(5|GNqSfeft+Ni!s4)DJmGiK$d_7f&zD@4#Wrym>^px(BND#d-ZbZR
zegHyWQo8`gINl}{N_`%El|!?(uI@rj!I<<W>CJRTU$3J&x`EyL`?vrd%c~t4HtH2j
zcf2Z;Y&O$F+&cN6t_hJqHEN^U-XsL-MH?Nc<J+*lK2V&=(%N`&6Td2f451m|X4QJ>
z$o!N_IeW#)Wd)WzH+WbRSv{2uMk<Lq66+nN^;3$u0IfLjc&)QkN)|%;JQw$j`e@}f
z3()GRrOk=f;AS5j#xf!e6XO>u?D7MjZm9!m{o`-N5kAmDK6wJT@XftuIf8fu3sU&T
zJutr$cvH^nrt1;qg#FqX6)pZp*?h`;@h<!=aGCovjIM@j55GT8EV@6-9WMZ_%&6vI
zKfzplz<?rz$4*3o4xZ~(L=YnL;>jkDX(C`}`47%r?!eC_zbvjMAZk)O>lnE&-8EnK
zmX1qPa~#53bXX_XCNC?3^sDe|H8=_gc-u%kpWRUSg!@JB9d2Si5?)d_=myLl>T(2$
z2^_udh_2&TtPDZ1aY(%Zrwc2Ph!#}muvDhwrtYP$5~7F9(WGmS4zfhNVKU~^_U4S?
z{ma1wyuKJg`~`@{!na#@`%-Pk_`|nuOe8(A2eIpTSR-y;qFCa%cGLsmEaYZJQXBDC
z=ITVC;^f<x$>(V4R@c*s+wAwQ3NjER^r*c(r?Cf<KziZjh1l3Mjw+1D^(j|-kxVz`
zV!#U+k?m39cFbXPF63a`yL6gYsaPtUCF{fwr9oN4b3o4N9D@dy94p1nvlWak#L@Vh
zN?Spu5Y@1mTQH{F;yF`{I(Q$WGXwME*&;084A1!fu<^X6Pi2QQDsXNuwNdJuynkg3
zs%kw#Pp_`TPH2w%!IvJrr(3GOn9i)bXP*t*G#k7{2qwD@L{GI$el1_^=GvIqbLBVG
zvAXxys(ER@pXgYki)ty?K@D(=Kd9gq4I85=kJ~&*HyxxaOz_f&<TS=R1$_x8|J5}u
z`qwefcoM~ipR)nV4M2+wA=sbGwkki9<=z}~B0U6g!~DRXo?^sAfgyG3C)#VogCu20
z1U`JdB6Y7lY`ZwIN(4PfW(iZ?1^q(gs(`dVm!`S+c;-t_B~E-DGc5Ic2vm1&mpM!&
zc$sNFPXPUu>*>K{WivVTR<0fy|KS%ixl+6|1J!k9<GOiT5ZQGn>W_Fe@>5OHXvUS2
z$G_=(>T*tJQkgPYTOe1ZT^(DJ);mmi*{zU9+pYVcMuY$)(r3%EwREVAXGi@?7~3h|
zPuU<?<z|u)eRz2u(qddtFpdp1zfEy$D~$}ex-{hmZ`FK8kP;Zm`QKmwb$~V3iX35Y
zT9mVd=^=EIA7ZakN*ERf#MGGobdXtoQF07GA-o`W_%xk%3#Sqip_g)NcABO9fuC*%
z?6t%ityye9CZsqEnB!|W)SjnnlE#SHf8_rfeF#9lz$B>9vbRHJ$(lxju4nh|=o;sb
zQm>DpjEoic`(JL!T0+rRrLhK6IePxruwUoVdD>#Bne7w}eJ3O{)KCO`uv|cReoMnK
z*KrKB-iw3K@Ab2Px`AQ0-ss!l<k&T%+!;Y6f+{{8!~}8Qe!0%jeMgR)bY+J#F7jLr
zP9+Cf+w(CR%UMG>d~V}gP3?K1Wx%=##n$b9*4BKqY%i`2JhA$a&6Q)ng<w>x3~tE*
zbDoe_!jfMsCB$(=Z~R?*Vbj6P;K)0O&XME5Z0j?hf64XaNQrbC!hVB|%Cgsu)zYFL
z1FYA%yMLBKadtyq4OYr%Bq543b5xQ~Nz`^Kp>Gq<bZ<ePP!GX<Ks5k%iP1vQN1=fu
zZcwc!DLwxnK+h<-?yC&syS;_{BXVV{*9xO6u^(8_RnaxrvJQ9uK|_FI8W@c-pL#hp
zZj@2bhPJJru12#B0td9tj>!&Oa?5Loht#LdMzPK9*Fd|jYD`3ZGpK#bs^PWswT%jO
zn@Hzy;?c5K@8%`paO-nZTP;<EM3SVwzaGiI)k+fV-fLtg*JeOtM`ueLV;rVlNhqOS
z1go-A9-}z4lJ=lPfLzvm&!UA&6A7m0x8DTr@PQv2sP7N0y8HonQb<3PBU8tgw`i|d
zxsQucBryQnQ6Xuhzn<zt#(*qyKdU0j%SKA7hP+S-R9RJ^`Kkcw#Ds`2f&s&P-xLTa
z5>eGWcOwLTa|NWNfdoMaN9Z1i5leY3q9TGP*3$V^Lm2UXSj2a*JhH;jC+y9)r&h?l
zY@w4V4@W9p@5VJ3e$mFcyDQM}!*(SMP0%i0rfnpYJi~b(qeluIGeI*Q|HJu>B<<=u
zZaJ%hU3KOWq7$%(A{<9)9EP&JAOT$JZ>D+=2Hy%aBL}9URmv4&&@<m0-Ad@O<eMI^
zTk!V$<q^IEIj@naj-FYHBm1C)9#)XR&Jg(PgXwGvxbJD)J(5BTVoBL^oc^e-H!S<D
zRd(!{)6zpUf+?{9?*|&?ft7Zl@zff>fmV<abE+sSJswF^BF{;DLx3^o+pfie>=On&
z+pQlO_{jWeOidfxI4QcQG+pM!tat%6gV8V1yPWF_uRk<SxMPhZp`mgJYca@1n;7kT
z#xz{j^MlaPIo7H+=v9#odqr#27mfuOlqie8{+gaIKenJyz6#ETh^EBc`5Fxy0&F*O
zCW&(=)<ZibpYb-g`q1NZhcyHmSkC6KW$JeMs<=~H6RCC^OlqvaJc-Ce-+`^DhDws3
zp|?Fdr{hFAG`u0ZWj5Y*XYpV{@EMK&_C0OaqwY3lLU4nA@_><bd8|ICXPo3&PLtW>
z(D|GM3y2g))!3EMHEmxNS<O&zwKQ{24hOl7DY^uUVkxoZOc+08aZ&OuGR!$@q)a?b
zfq7RZV%46vS|do=K~>GLUx-K2Y8$$}BM#lyk6bT<blwU0vvW0Sj8?`<UW5AAJ}BY!
z+1##6P|4bs@$HE@2LyX<`QFos8ge2GA~u+4_%`rTH^VU_k;)l_vYiL9Pp+HDQYHsL
z71EtC5qV}N_e3kSqLye9AO;Fm)b&P)od^a#H#9~#ftMRP(>#lqNpE+w**xqsaM>s;
zB=i=Ld5#mx=V)V-GDXjxYf#N!LJ$yv=nVsLr*XEJ=Zvqn+KMvXu$E!~y-nt@7FhJv
z!$dJ$W#|rR{SH{35cZyi0YX^fLbJ##G6CM<`$Uz&a@uI3%8D!E|ISoL=PFYJFs!kv
zHwEMCTE+@a8S*UhOT#6Lqv$d=OF@-DCC5qPm2v_t|4FC!>;U;5p4C8IF$Va<n{nEy
zsD9E~Wl+5bEat*C*wb4G%?P9~IUCfHC&j6F?wc+XcBS)X?{ByyYjv9H>DSzYc6S7n
zl)WaBHNekcNBw{dxxc(PBP19F8pgvcv{rn49*;olliZzRz%54nghUceWV`)3BeV<Q
zpO|LDk8Hbe&@nZ1^&9y8-xv)vr*2I_4!;~SO%_nD3Xus#6jU!qzmb|74xyg;O2F(Y
zAh(n51fjkC-=&aecRw=|#d<1Ba+y%by|kFB8`DH5T+nf&zKQ2Ndt{Y3gDDxy`@H_+
zdz5x8;-7bm7_zSDCk#KDP#1X?!fwK6{@B@GPKPwDR$r`LvTfStyG#PH<d-8YoG0-u
z*B540{2pc2k%P=eKYXbL7HZhbDoZ~HxG3edA3{4<d(Z0aoZm*<U33VpmE+l_R#DDS
z!Gb@b-W;~1(vYL0o2AwO@4e`=qGFA$8f*awFbAFwunm{6nK)+*u2)#SdcN@wi^zpf
z_P9(7Nk`>1FUFxvW&J_R27xI_)RiRIYzJAq`q?EegQ5Z-W1<GJTx8jV4qegzboMUc
z;GxMqa2#4v4j7)+zke6Vau2ATS?=0yxJF<|d?C*kjGH8HF|XbuawvP(#;zP=qsSu;
zOJe#lsd;_*Ec@+xpRRTpOzSe+<(G6l6lJTL(MZoxBTV7Dh_Jw|-nF3xfRuuJ#hWt`
zZB|h{kEOO<J5;=YeLwOJY*iIAur*GX=`3prk*W#t{~Df2Nr`<PLO<D+@SYeJF*ryv
zd0-&1Q#5CXS?Ps#`PWdZSo8@Qn)lq%y09X_OYQs99R9jcVXwo#f^J}mBE*eb=$Hvt
z%1l+*(teJs1b|@-x*qXHy^dGTK3Qy@pFbfBhSH(VW+28hw_#C#K3yF>kmpij%JfB+
z0L4T@Ks&N8lQ#+zU=I=leBa<wf2*g(jI^52kSTe|iQ~KVbl-eRBWR_xBS5hkg!El1
z$AeLTq)fZ-vxn;uV<+rV^<0?opVf+@0v{vBn;*xOj*Di7p3#}?k*drwl@Gs#Ahc(;
zfE!92Xo|jtn&sw>d{!L8`Iy+0rf4Y{@Z-S8jW%)Q$~ZjuT@H0^*LL{4As$Hk*d17g
zp@f{u^THNMgoVs6hYjhTnGAVMQSH~+S$Jz3eVKtPWMFYhl&CN4Ui&A`Vf&VAFMh${
zF)s`7Q}!D-1K9Rwtxu&Q0pT3-LjNtEE~TxvI!7F5nV57MWJ6s?CJ&I-vs?SjlMD>>
zj<)DB|7s?w_C3O!TO)lBj)DX!ke~;9Dw#C5gHKWj=lznK(ZfYc`=N!FqjR@dYcm-;
z01z|*S9#OiR9ksDVI5Q`1!pV?5^So+<al?Mr`%IWGPG0%p|sQ~;mmG|biII~c8>b%
z9OS%%I?O2|66Us?J?4HS`iL^91Vv(jX&KuZJL^CC94NSPj`!2B9b0Q!O+nBKGSYZj
zD^7Li%NADGuW(T84w=AbK&&lH4s59>ZB)_-hUOnm!AtGhA13S4h=au0*(7Ltmlq$N
ze0m8Vtb%wRdqb3MlIQM4k3IF5m6`M!4?53@*?#v(*wqwZxK`4YR~FL-A<O;p*>5U(
z+v3X`Jjd0$cO>8|yyfLAUu(~P6FZ{7LT2&v;!%hb_{AOv$l;k4Jl`vwkP=kSo0zN(
z6{yX)MV<#I<H@sn$iv&dXLnt@uS@US+|^@t@Ln2VeG2Ra@Ce0HjnN$Lfef|+nsTLV
zy^)IcD!}{b+|IP~W}^((dBTUfAp*@MRFj3Y!GOh5<<}sXfzJ0K;q=tXZRQ`|OTsJs
zp+ESP3!|H`0eB5x-HV+ln_22}k#%LxJ+EU+QC6%gi`AfU5@RD*uI+bTqnGzvNb8|_
z09~92$bAF_bvv|^N|Z|xjCSMloGt3^I5Jr)1Kcp|&W+gn^DQlJ>x)DPSCW(-6wAIm
z$6vtrJ;zvzM@9P89i)M|G-%W+L`&B5N8|OSLL1*IHg~4VeYrj$<0p^0J*yALPb+yD
zu=^r%m~r8sO_LGmbfH>BfZ<)5v3E8cc^(A9Y_S&-B+cJvFspEf`=wM`=f~Yw`p1OP
zckTZ+c5}^7idk9X|MjBJg`@)Hq|_?P&K?I1U5ZSFgHVmM#rq%HRxdu$MW{exUl`Dq
z^YKYbpX_nXkOwoId=UrjDbycFcmX$Z)K5orbd0XLTC3b=&qVe%*Hj;mZ@bx<)@cca
z-jL51teEVxp<q=5PUwdtgc;RNbd~j>cmo}0aSqNDOW#}aXE!3dg!3IK+C`Q@3S_rb
z+@4k5kd6lC$Yc{2c}9R>^*}_MOt4^W)a{=tc76>mUSv4Hftwl%-SazMpWS7d^$%R2
zd8yuqKiw5`wOE=xBPs2rzHNpKdgV`i**n1>w0m;CF(Lu8qOptmZaY|wK7iU}cR{tl
zk@bPl+}r~*8O1<)1#1^zeFAt3oe#C7>*+%^YY?wi8e>v6U?-V=&r+2diQKJ1Q?C#k
zamrn#_%!Q6Q9-WP{}aMCSE<%|aHr!p30LHK21O!^WKz2400!EnC$iZ*?1~#zN+B#0
z{I_YMm8a0!|5S@S6Dnm|J?J+fl@>6z+X&ud)-BXxG*qUOw?{-l`aPWuWE*w=qKqHg
zG&SQ5dX#xB`aqP(vG%6<JS1c|6!#Mbo!7!IDyqURZ}W@WR4Na83Yel#hr(u!6p`og
zoEp@{)AzORAkN+YwG4S=Uq%7~X&)IJfph{_oCK@Hte^P4cD4{}n@zsiy%T83DT>Fs
zjrV~#vCHJuua;OW$+WU*m#PCSHyxSYO+=4D{O`ZqaAEqwN9S9WEzYv9{t{PM>{8!?
zpFRw{E4)y(@KB}dt3N@BpUs86SteYyd5C`h`HreyDo;cf+FZo;>fV06hcVnr?%}+8
z=w3hHA4ZzKXG0)eB8tgSe8mo>o{{>xp~=?2$B<**Z}CkHre^-=UnL-`@Fe<RDbqwh
z**JFts)CA`$h~e`lTjP<BoghvGQMo)>E9XE92Ir-i@Iju=pLO&<w#1z^y`Z8e!D6R
zcj$tZTr2gR>86cm_@^!da*Ip+H6%5HvYPuhA1zolJji+H>m}-blu@BOBQaLlTg_aG
zo#fgIo4bFWf@$bL8h8^6G)ydFqEl6>W?jzmY&g!vlZPZ}$asR{lh~N0Ed9oH9>U=>
z3a<VyB@sm>0Ufp;!9LBEDY%c2_SMWn3!=m#_D%=QO6J>$sY57T(6Gn5aN!0;plS?^
zs9<i4%=ySyqAAdL5tm(ZdN#(BQxta;-UR(W=GLSlMm=#C9$fXZ+r&1VZPU^+ON-iT
z@-0_;C%F3J5ii=rf+TB{6Np8r-b(q?(x%%3>{=xuC9Mhsrw-4JTvzZmMBmnx0n2)o
zNMWs5Lute;qs@kDi3R8+Lm4-FS9&$1H1I)4!uAa;HhQ5KHJWsdte|&-Lv`wAa4*uI
z(clm?ceBVjeu)YKl9-#czS@?LQ`T&z#xF<GsgSR92HtE50VnY{*wbdq7HqTV7bIT@
zkmm&z4d`fI@ARf16c@g_OQKG}gvhQfS2hRs*L4fV^6>4`Rw&=OhKSEh_v?&_4iCB7
z8jm^i9dC6iBh$D^={Z?1WsY$zFN{o~yYHfTS5C516FI!5-V+T6GsnC=vSwv#NeQit
z@*;)jXoiQdqk3@z>2D?YbEToMWwq7qyv^v!PUk~~(!=>bxmqr2Q>sm>%vk!(vH^)K
z`?KKcsIP`&kP)ni2ngGYAeJI98xc8_(L@`mi(F4`10NG>th0=}xU?@vk+>cmbU`tN
zE%}L+6t62rDC{ZwkG{_T)#IJyF7R#a6<)pwPG#YQ@JI2NWz&an<&wq4<6#UW*m!EL
z?J2MRvNy2MP>4wMzNb(n9U>m08Vj>ALq$cb1nizDz7!(qj4J||*EN9tL@&PSq3ZuG
zC_BLs9ta9o<x|l)US^CkTH>y&c+!e$9Ug4M{So7k1ycHp+jYS2R+S|vhlU)4v$sI<
zT`3$A1y>LP&i$(aB<K=Lcj{UIyp5iW@9$l`?BG{qwiIH0rtyCp@UNMd%U6m&6xk_k
z!AXk__|B9}zQvF$Xv0YzdKV{)EpMq197^5670Bkf7F5p9J&brf7t|m5BXkd!BWPVS
zsIEghcmlYMA?Qiu+w~TG&-Wf!NZzprD+@~MC$@l!i*Ehf2|n}Utxv>448pLfUNM9z
z)M!A9hR`8WYsI+x(aWFPz<Wccd0xM$^-&(1lZePS3#X)@r%n6m1Ur2~3cL)Fl$4}z
z(4vIGT~GBJIgUpv$<7~Lr(K3UtG84?IduZ$(yBOZ6L5<Y^T^QPaa5z|bOe|~O?slc
zqkq{d4XmQ?W%LoN&xV-=j^PX%RE+J+gLXAFB#GO4pRFrOP?R6W`(%fYHNg-*fqhB3
zNoyf$nkzwb6^Cx3m1uD~V{s|T?`-gJQbeZt+=6_BmC%NVbir}YcTp1Nu^o(19$=z)
z5J+v#D~E4QETE*d{Q=36Xh?|!(M_aGZU{o;(zP&q%~5Y;pKGa8r{SYFZBFHTK_lGy
z!cs&dR{DeP@G!OI7Ma1_l`p;o8$vK|sp6;XTAqP>Ob{%Juq2e~IMPsstVao<tbsJ*
zd2T|3C*-3TGqbyI91z8+>s1c4%v{v87>Sbe7N;h>heq_&Y&+(kzQa!i&yMbhkVfwS
z=NT*Lw_#}Z@9U>-Xn)zkL;5dY{xMl*yx4axGn8kKCAx#l*-*}JZ)q|7vO*!`>Cp2`
zG;1w(h*K!z$Pa7+Y800#g$z1nNWtO0v`GCx1sK}r+LnMX>xs_+7^(u~i>}Hpkm~O4
zDOS1qPGKXJZKqJQ*CmH;HGz4!jYh@>q6&N0Dr%)?z(;oWgcR$y^<#a!Is4xjt=X|n
z_KhYJ0!pzwvP~XzKX)iJ`s|}Bf8i;S{bSc_@{S_mpXj!vQ`A29486;}1uRp@?|obU
z%koA)hV$}a@Cdn}qn`_~n7_kO%rrU@N~0n<*9}>ZoUeb2&I4gF$6!{>7aR+{0=Bb<
z!OR<P4Bb3>);N*v(F!%8FbOz)iHMq_@#WOWUTc#Goh5db9YHuDyes1q9-XTmR0ot^
zxP4*}E0wb6gb0W!){Ucumg@qizZ!7{1y}v`!oN)O`31@`Od;s78Kzyw1a&_P(ursY
zQ;_qDBCow9ka$0b7YvU5V^ABg5u;`=+EGS};F2JWyCgg=u?g&wo*pc%>pGO_4dG6I
zx0$IooIYA8f@PidiswR}=T}4pSZ;)`9$h%DeI{VVOpj1@x3DD5=0e9W<lLhYKx7eB
zn{JN+D^e>Qp?6FtS<UuPUJ3*^4(fDtXotcZ!O^|et$^boi3GE0cmWr9VowQTl>79$
z?*Ej2viRg!P+!npn5~SOO4&>wdxQ{w=@I_Zk=gL19%mjiUjaFQX4>S~z8OocI}Rs=
z870`J#KSGi@3ORQ4p}`Tl{Ktve<I8LY>ZwP@$(-W1rG<4msuBuTbX$RbApPxS}J1P
z9YUHGsAa4ud&e9~vRNfFm}FNiLK;ZZ1Z$wl)Mj!Dw}MT+<8kTmCY9S(%89K3af~qw
z!ZrfR(VFKP5>0yuY)q}OgyKcs?^71hKVMRB;A4nv#U0_ITP<di^OP>1Fk_8mIxM5x
zNvqdU5LVEk59J%0OxK(Z*0hUA`)Lr~aE%}wvooP3zT?XJrjP+RH9nZaMKMk&eD4bL
zP9aT?LF}GLm{E9I{_@?`@h$b_X{$jYf4gXUhQhLtEBUTB0gbhetVVGU3~%D5Y#%9i
z=<!eFZi_jdGDDJV1iW@uW_3z%8jXCx=g!oHG3;;PPfNa*^K?H>89=+M`}m*SXl)T8
z(yS;ehjX9MOptJ69){kFtUc{WHfc-<8=0`#?9F0xBp9xMmU7yK@5y!OTAvE8j;0K!
zg#c$HA39?5P8$fl!cMyFAKFyud^OKyo3RlrboRf#_Lbu?P*_2D#Pe<tTAE6s2u!@C
z6K)dGnNo<0@fvZL_zRaVtaTYIYplcjaD?P0a80M{fg<`95-hg2$rBH}w%@ry5uzi}
z9K`M&68iOr13aCm=QOmMMTU_*anqf{0xtwQ4=@fR`#Qon^XNYit5PGuLM)KLF2Y1M
z!!2cJr-(fF5l48tOv7m-IZTZTpojOxXY~zuXUbj!8z;SE&2U8Ji6_wfBO(gb{MUJM
z5o@>COBRkCxomt{C(QFFX*g#rSV-m`XNX+)m}-g(nHF!}jYS!^`2yiVP1xb<^L(cS
z)OZ0vc_mlaxJPC%>QMU%5MGpNSAQi<xno`k_I8DXsnhvxOObRrMNvZ-h?Xl7p@`&$
zZr(fLyMqaBGdN!s?K(IrJ|cdf28!(;U<LQBt1~UwQfu#A;zOi9kAzUxv^vcgA#Nc<
zwalgFiMl$6D}jW&{REqq6}eOC)#sA0AR~6!n@jS>3xU&!O1sB*S7njX+j1US>n=%A
zBGTnsx=%XPtQkXAI5(+KFFgm_XdscL%DWq9KDs<y$tR#<(|&^(H80u{TWi2;c?L|7
zas6n`r~?#bgo<PmF!fu1m84O9iy+B<joHE@M+%#{@2%5Umy8%Z&xB%IW=C}02q>vs
znWFJAGKx4wm`VYja=8k)8uDYy9@qxdM6{3}(rn?NrUs=v5-2-qW#xpEa%n)l`cK(?
zHlII~`;N$6G(cu|-a(7QRoH`tC4oNIOqblkCSankUC+;Rxers?MsYj`Ra4%>3`+X8
zpc5o6gQiej2s`Cw`&f{YTN)yV!#7C!w{<!QX``*OXudgl>L@=XA!SmP^&Yj$pZ7*S
zY%Tl*(z(IAMI=qcQ!`)N$1z{T1_o&>^G|r^9RIAHVb|Pc-Lxk&wgPyaxYjX+@)l@r
zZP$64Fhp`oC<fed70t3v44B-d4ldoY#klO5twi`lySw<NG4a2l`Q*Y{y@`<LuJv-}
zEQ`}O5gvM`)Ju~(<IoXkxcvIw1NWlDWM4fggITj^Jtg#D%wmebq~lc$`pC8@eb(V<
z=M!k5qOkP(({+6o&R0JKxjA^%Nj?6`<!v{V$k|b64hl#0AwV|qA$ur#x#E8Vl6?~)
zUMGOAMktc?_8qlydz>Zw-ekWICVx`xue)ZcOxIsofo8~dlZ0-9HLvBOilVUSIbkLb
zUqpf7Ql0MfF!PLN`oe4$7gQm^H@v}<`KrY-(o;R}sf3xWzb8BKXjI(c<NR;c3cu#J
z(3g*m3@6o)0plbm*JUVO?<4sB-FY3fW=15(W66|d_&(f!HZ6AW@2}Ja$Ypbo*o+UR
zNe*>-H(IqWl<W;KY=<THLQzFmt&Z9ZrY}8V`FANw0}_V-dbrOKs^dM=ZdN(;ET3g-
zCG-pHqp4`qrHz4Zuf;!#m;`;j))gkuc*-EIts0&5Dy{fLypww{-zNoGz8$%*-2_wu
zZg}~Rxb!rfD&K2n&8)$6`xNYcCb$%Vp&8yVm<dhe7Q<u!DQ<qq9=jR0sNbOdQ$cqL
zqbtmlnI}e#tx1Fa{K$bGwIe==#&?VtTnh5EYX~~GaZz=IBN%8^?%msM<j-qkqes#S
zSeV8{<%&I_8%{Q;2=i4kj*n#Y_l(~h(XyTsySUEXD`@@Iznk7d!xAB~w&wUtXmP{(
zVpyF~*44LtNs_v#ym*r$5a#>p;H-NL@!`FBBM3(c^C0Uy7H6siWJc?tfOOz>E?gVG
z2k8cuGpgb6tPIfug(O*Z^!;x>l8~;$O(%eu!Dj{B^)&|a_n1j+n^fsu9w9;WmFuYc
zHN|VU(#?V!)v3btIR2&J4yvlD?>u=R{|>m3NjS@icpIk2I=eVtVI_xYR|&~;k9LeK
z9ofGR%AwdNA=<S`Gdh6>ipDiYv~BDI<<OR022w(6_GX46vRy(;r1FM!1P@!#@KY(e
zqKaIE9Ad-3EYuZDM;BkQt0_vh^XleqaJYy>Vq`#~@S{C;eB)&-TkBv!CyO`LSLphH
zr>~HJiUWJhKOJm;qmOAD-UpqLUUEKtoiL}u-JE5icx9s57GOgkicf??!;)-rIS%h4
zt%I`0y<aGtE7$1^8s;IK8VDs=vZ_!8HaLdp8;7^DGz}^>U9h~wev8GHqC~C9VIq;7
zH%V{%=8lCnmluslY4M?;=hmZ)rPMPjAxsWsS|!b4EWCckFW>uN(Ls6&bu>=Q5GAW&
zGIyAfs4Wrx)w#hEWO6owhK;Ys$6cwcIt*G-V!s4v8>t;+gaClhsavW2yQ&*Mj!6Z`
z=!1ytWijMF-dq(Nb^KF#VZK7m9r_XlB|n{jFj~r8LY?ZmS~CSb9=A*?NPSC7v;o;9
z9PkZVcIC^OQFclc&R+-XI~SM8M`ywLkhdC0Nz~lWG8)Rvyr5+LNqIL3M;wz#V(I8`
z`|4%1k)^XQ<7v{u(*h@WH1@DYGevO3$-^G9WE475AhA?zS1)$N2ahcLQ>37Vl5R5j
zKe09itgN(=V2^!|9@VTUD?h|EQW(9UNo?$uy1R{#ljS}AEmb}|-~}uvnN;m!D5s-R
z=v)m`(l2a+`_Z0T*TMLbG}wdlr$-1p4ZL9nDzP_P{H8a&92(a0v5s(H{r$T$Fr~xE
z2>p?(+IQz>Uf{O5bw#&}s)+>*xc#PXa?D)LFKG1LhyuZIhNfZ1*gksfh0fIE)F+SS
ziF-$Ue7kK`yDf_P-H{AJ!4h7WJR2i-5ZwT3h^D6Q`vO>&QXx3H{RiY%?^~R-ecjbt
zRO2gyZ4tMMthw_K<k3OtGHF}EIyeEY^5}2R=WGr&GYW`$%U=S6$mZGmn*WMm$rUOx
zmUAE_@@%gi-ZJp3j|PjT=dGh*>AS<R=WbLcCnSXirA^EiAYx}$wxH5gV@6mpJ@PLD
z*$F4(%j~*G>>)(R8q{h$y8;>=*18qWb><+eG>i|sKywKcz3G-!HTRUD=`fQ5`!IR_
z4`b&PD@xdH*=^fA+qP}n_CDLTZQHhO+qP}n>~lN)cW!d~p<h-~RjZOpzSP^CW4sX{
znVnifOxD#>FCNkHlH7_5I1aW&p(SgCN>impSGns~0eyIUbM9~m)MWL=iE!h|x%)ic
z2gb8~_mve8a$D<X6%eN_#>&cJ1gDoC29~;xM>hJkmM|S&`i~g6rB<DvMWJ+Cx7vSh
z?9X<K<&<?_u0D{!0vGl<9$iqoJ(Y~T1jlUGL_&4Q{?VitgoCbMtSvIPBVJt>dYEEb
zc0ibhg(FdB2Fdgi@1M5%NJz3T8B~!~5ZIq79kkGsHV^+G5;oMa$j7^sc{VmIN1i1s
ziH}bvNNAK>FO`M>3{3$-ZdpNnu5yz#Wz#|_f0Z5{UPPVmdU`hM#L5*ICLaKrA*7n5
zqdhzw_1_0M!CAPBn?<+|9qzGM1g4OOur!Ff<JRqrHOy90rQ8__XYE{4%|+GHlJq#t
zW^0Dkbuv>FBr|Kx)0kL~+_ZrN$s}R)?GJTT3h1n5H>>x;O{Cp{{#YS+u@D3!<2v`?
z4R_3wq{^Cz`jbS!OO|PUo%9zgm{8o?ol@sKZ8<0-?_tAOA5b-BwIvlFT0}Wim=$lB
z%A-*I+2;Z$#OO#zQepd;bY!|xvS0i7CMk_MC_q3$lMw59#a<H{Ch#7_E&hqp{SCZA
z59V1MHpzvxq11BhTvH&hdv;1~si>#l>TxTqff3WRnCYJr#DDxUKb(0<(>>6|gr4Fr
zW!v`YW7@?DUJ4bYU3hJY$;PqHmcZVbr*qj~?fj>vbY73Y_k>jo%(^Vu8>*QqWO|(&
z-dCQF2^K?XUJ!Aj4|AYXE~1gWIh<O*7aSJ}1*mj*uD%O~W2Q7@olDMe#zSjD3#wQa
zR>-HZ9j=5`%yd+86Y6ry&~=x+XrvzuZA|<N`81o{cP;l%#yp-U2Vg$IQ&_;8k0`Ol
z{@Z~&^GFjq-jGAF6LTELLwRI1lArZVuKEEIkNg$_%o@^jTnkDr6z%up7qM?+wOt3Q
zG7{tVitmNOVladI_3F#cXdNBO`A$vru`5<$&GAu<fK7I2inR+YsCnI~Q<DTo*A2+#
ze;{S7=s3^D@M3Ag)_T4UR#5AJ%r_@8QFGnmPo|S1<0|JR$3Dz0&m3@*visuTYWHAk
zPbemib0%UV=@FRO!dz(2s8FunEIDRg7;X*!)>oJqdQ8P(EcB~zedfyPg)40>&EzcM
zCx3p)G^h<pVxw=|){ATbi3*1ckz-f?1w5WilhR?vYUv9KgzYD#$P1hEv42%c?@aiV
zw25RkoaNe3tZnTLPdBKYjuDh$Q-u%2doTMIOt7G7bp}hL9HG|tO*W0<$^#LhcG$O#
zVmWV*U#l>x(S{Tw!SsOd`@$1nSpE5*Z8MhtsVif^XQXFm_)ooz5ucrvjqN{I|GjL+
z!NJJ%|EnyDZUI$JvP5T<W|L%N_X|Q2a!qv#EII-ZnnDm_6PIu;#fJr2*bWFvVwRK&
z#K(V+KFxaF`~3OU+-)_fPCwo7++E%I?0I$O8|1I7874J{WC0%+AfRWJb%7)BYl;YH
zVI>3i3k=N64h)2j^cTQ}X$1ei>@%DL<>>UwN66<BEXo!zp>LBJfdPwE_7?<*sCfa9
zwE-Z@MIh@%00;Mr3>3QK^OrXz@QX^vUPH<ofRhgr<fm1KS&$c#Gp%ceg~>VNiv=)=
zGzE|q5b#;)O#vpx<)6`qW`f`!hA{zl@H1_qZv;0Jpy|U;JM~qdk6i21j}he0``0?_
zOb>+ST3Xk<!ldfMg=qvd3()4DvB8(>yDb5%FoDbaeHw`w2AFFB?EJc(576x2n$8jc
zXzTxD1sKrQx7sF1EieP%=HZtTz{o$12=dOQ{(cLf+V{`ywP$qtm3ouA+#B8(*Nc{^
zq0WzsGmW34AI8!LWd#pZHcrtv$gN)mz!Y|T%g^MAPVUv6o{71(Gllc#PVL$RfI|Y-
z53_677t5*M4vcF+drhbBr8g7gr^NrZk$OlG>tYWepijHbXO#@t1x%xlZ3p=+_pv#U
zf16<ESCEQ+XyL+@D5WNb9~WY69JL7lQ4V1%=vluJtRJ8Y2M6ctD*zx48Q{pk0Qf6g
zaB~syDK+u26>}%Jwv}iJQ6JP6<OsS2sNc7)OJ{0}A0VxfYHaoMzvK?ova<gK1wdf*
z;2MDh>hM=~Ok)?eFnEBbb>Mw*z`Xuh05Q9{zPVBRLMD*GYo5G8zs?i<-RKJr6_V7y
z=kI#8NhnLed$6+;Bg50Mdxyv%caRT&UcZ^5+b~~pn7&oYe(C~%0lsR`yCuKMS1+>&
z^uI*$rhdOCiopY>=pgz&7|uj+x^U2M=%>GreZS2|zqT{JjbFQB-@Z}_j?JyVRDSQd
zVZU;I>A-6{kGTkMcO3(Jg7W?Y#{loUbE$c~$CW@0Af23FwQ7JSVCX@_Ls+~^R$1Iv
zINZLQ{j?7H@NvbQ7$ydft5ILpEAQ3pp7bC^aL$0gJw|(x?Cd|I;Hl}sxL<_!{;?-|
zv<TWFzuBs2hJejqH2>IUyngA8jp<});9do7ZtnYH@T<inV~4c{U;yg`@)%x_06PVA
zeNY!s&!0x`Zh-vbyCuDdcmU+jes6&M=itNu02AE!0s!(adPB3206lK}TL5_jzyYT6
z9{hH)$>1QT%HQaab^v}C@L|vZOJ4tOR)Y@#16c6kyMbl<#^ZAbuK(Mn_vOE<p!pHu
zwnKaKKE6Zv{si$$@#S~Z%j3iEBCh;5NH6*Dvt~~GadeZSOABGYNWH`SHv9gq6ubNz
z<uCt6H5@zwt<@edDq9xh!G->hR@{oOkzXV(gm)RBETAv^_kIZ5-rHV?66e4!2!dxE
z>Q(>5d+f6<=&xl+YzUEd>s;vdzm=;as9=BU>EE(UWE<xn-~lS<ci;i@KjQmJutDuY
zzjlMIL(lLKyGX77z6$RZd<?X9>5=YDFQLxPIYbTq^YS6!@|f?fb`=rg2(Y0q;}@tI
z!N*$bv*Y@qo4A;3^8~|{E_dd=`x5z2m6_*|vrEw*6~<0Q$(*lTpz(Fai(IRr3Yd76
zI7FdCa^u4H?Q4+YjrDm*2qB2LBO>yb^-E#pV7nNGG`?KBC&eML_~MfraZk80y!n*e
zOQtZ1SR}Jx!SL^LI@p$8uJU|^g{0o<A?44X<8=ISmAU+kuI}6rgpDWpP?%6_d3DMb
zL({<_I#LnftB`N#fe9C&#dJDv#kQ`W#eBLt{pQh=q>th+LEOS@Z8g?wNhI7bohlLA
zhqM+sjmQw%ljL~hud{Oo*YdH*szIJtWkYf3K1!|4gIznw+CHFBFl&QW>ReN#vM*j9
zUKZv9+V2`50_cklv|&3mmhz=%1VB?UM~#X`y=2Xo3bD7TePzxAkPgFLN&Em@uU>t+
z_xg*i#@2{aR3%8o0>ma7=nr_47GA=z5^MCm@k8J6MbsIz2~O2ic{G=?;CU?7;#lg^
z)L+`g#P9CVwY28HdaojYft&H~Mv#(iDUI``{tI_v>(4^7a=VQ4Jk}We=pdINsd#F3
zG|;wgQ%*hI6rzlv4Bnhv*M*d=4^YICCIn$c2(%ke?96Fys(0tS*Q_>{7uVmPC0;pE
zCG$Gp7%SwmcZ)fx_Lwvs+sX^)bKcU4Sk<Q`UhHkvP%Uy&D1@p0J++(Wpy~KHFk6}(
zcqz+`-rMv&Pwe^eS?y!*tYzkMBK3Jq#^pS=r<3NklJewR?lwcL1?_!0FFpdv`n*zO
z8x2Zph-Fk(CU&dCuieaewi4ub)&)`#onVCRm3)yCbC?cetupO?J5@*NUSVm_c^!;Q
z=4OxXHmzMBf7XcbonR<-#{%g(TE?0~>XO%9P_Im6HZvqnHapqri5j-y@tS~lig8~6
z(fqEs;53X>2U`3#S-2a%Rj=Qjyn5rWnLL)C^c!Ei40)a^?vspNT5ig)*J%hv@^zqN
zuR^lxldR#flP&~RwzRB0nq3lFgV&y1Mra)LHUb2n#*{-<%`J=oC=y!od$&x)L*-tp
zYwEJU!7CKa{ARmXAsjV~X>#k~=Kuae*x;XW+Y13~#>vP;>%vJr#SH_fwo-^mr&=gH
ze7W%C62xW28mrHWbxH7I6*1R^YG+ODdf8iw{P^j*V1}`GG9lfUCma%?Yc6aLr?8ZG
zx$Vjg_t+~_%<SZK5*u81{`^xPEFm1mcJ63Pc@i6-et>V3eZNc3GI$6{r+B0zA!=*Y
zE8KKnU4`jVSaHYv*rU(hF>|y}&UHR$j`sqLzq0lRv<`qgcizr#IHrJnABucDRB@y6
zyn6hgD`iD3VoSH`(zt^4^g3LT@=pT?8+H$JIQNR0A&S(=k~qDsW}Y)n#cq`p?-()~
zog~<iaBu_@rVrJOXew&ezWInp{*@4R2$`x(RiWE{IfIC58B3tk=E9WjO?)&BRyB06
z&ovoFoR*&rU!29jm+VbInWC|=Z=v9LfjH#39|64ESyc%qL6VFWCF>b$Cz&jY@b@mQ
zYKy0|4{jHHH1WSeiHSx{EwEk%F;DBTwp>OR&5wxpVEqK-#Z5xo*S04NtSD<NTt6wi
zWt*bp_OMs*2<g&B*mUa+SvWdcN068qyM6^z>vB^H);wgH{FO0Hk6FGU<~nf;s>0Oq
z{AvI~lqu$Ov~@1vy-<%#UQn7fjsC8jQF49vC+sA!u4w))YIn4NA#hm(FdSTNL|^KD
z5N7j#uM`>j-~{oh%a`QgxxOi@gZp^LmjML242)Ds-Hy_G1Ogcdn+C{GPR){A1p$7E
zf0^Db<k}c*j|a-lJ`PrnX-@x;!-nqo{YW|4bqOT!<UH}XecApy4fT5;;Bjp4as|=B
zEc%OXlOdc~gePJ<2R<NmiwPgr3!jCk(Wy1Tj9UZ^mbo$>jSu<Enn49-Mbl*~bUdU+
z2wf-W{jH5<meX+WoKe{yXlvnN6R13BWuQRm+X!9C&5yf3kJC_xdt5Q^nVkn`$pi^m
zA*}4E55hv#3cRONL@|C9jxBk7Vuw+Z9+xDtNb}Oz&52zqJrAE{nIl|g1im7>GobVo
z3|w!VkQTfJd27Wh2KtwaTt4z8ri$DfQ#8-e^Z}CBc2k^Ysa+yAvDGKpj&ppoX{*@*
zPQmnqc=i_|-L$beikkZ593P<PFq$({ygB``WFG289ed&ID75GH3jA^?qV1+Mfvk%P
zuL~emHbUMy!QfI2O96@8qh5Ik?=XY4N{$Ktr)lbXIgQO)rW|SjImX3h|Ag}Ia8-(F
zo=4-H`zup}bLw)=vzFVzb94XRp4O)B%jo<n)B%%tvBAp+MBRGhNVtww^?pqB)60~~
zqx^;#H3E{AY>zEp)bVwdoIcpSN_t9lcZND%hEq-Y8$&<EdijV`?EP%2bvj7Xgj9|3
zTMbF73hf&)WZZJ%0E0UEx3~e$wRW}RQm9Z;-+H+FBnGkcwQfgPTN`2U?BMh>B`zNh
z&;|j6WG);uPjxu=%0jyl3&zv<vaLn;F;N^(_@NEl*TlOVau_EbkNc4zwfLlY2;$e2
z6Vnh)vN8vQ$OEJ%c&Jcb!My2T!(#La!Po-KEFk&-oejYzsvXJ0_xHUcu$PQ>hGe<K
zth(4-@^0!s^fGPAOK5RBY!<AoHk*B}gvo`GM2Q8|w{IA|b59If#Y-f3QQN}=U*15=
zhyY_$k_y9iW^M$xL9XSg2W81GnpnVTzd*u5UUhq(W7n-y`s05C;<<9@+vxHVlJ*OJ
z8U5I>SG|{g$VP(yNW2`!Ki?N!%ecgibGl@Um0+O>DKVC73LcgYIE9VFKc5(Io0&|s
z6{k8K&N!8JipOy}#5TZH$E9f7RgTG-|1Els#mu2S29by}U4pBvgcLB0fC*b>nMC3~
zEI>@igE$rd^xzgeME?20P5(4GR4&^Hw(IFzLKI<)?;iSLW78(f7;e+3>}k9$CS!2K
zQ(zlxRw7;`i#SUUXOPhQV`d^rgG3tVW8HqFXHhV8vm9&3Il@&Grb_as-KiBl+hS|z
z!{S;zT<+&8YxiIfgWx%>jo>`><Wge=71)*%C}~7Ustcc@Y7V2aYQt5J&UM0fC2PDz
zCR}9~&+LZK>1Nb!_M?}T;M|Zi)oRgULNM&&Yt50E60xt7(8Q)U)`V*k=erQ~TI#n%
z)bwM@l9M=ip`>nx{UjJs$o`Vy@curI;tCgJX$4Iye#MPfugCeX%Xkf2Y!0k)BO|HL
zI|vsj1?{J@kHuEhKgHv=^HT9#?ZgWXvPONKjWyqBm^XLXMvBt5=!ciqeUuZ#ci(<;
zvIs1Ir7TGF3k{#adQbyvL;dVoc*(6y{T=o{Zf44ofB=aF@MV0Bwn4=oSk}wX%3)S_
z)6EBN9cl<bVLiK4f<xLvk*XD?r2sm*Z}d-Apl^=WI_V7C*%G!<oj?)`U5F82!fab}
zl~u{9$Y*PXlBG#u#_!vE*EfyE#RIWk4YxlQSx9JlT2nQ}zCbS7Fo{0I_84CdHszX`
zW&5_RSy*0URq-F*GqZ!a+3n)_T%l?LAMq^AnWVf8eQ1lg=qKDBIY-YS@;}2xc@4Hf
z(8_sI*B%kq36n`EsxLXj#oZ4I$r~B_G)r*XawQ#=<!R%-RW^@-5c};d#3}3}lb!uO
zILCvF_McMiOI*f2nzp|&QsD}?+8cUmjFBxrz_(YP(z$Ol&8*Y*AX+(acnb+`;){(9
zMAw*TtD|<V#ViSvmlfn4JU-)^JW@<45BYRia~cG&9FuMH6c=}*sv=J6Bn8)!LYG>^
zN@LvN4#G#ZRJx71b2T3kG51{>f0Q2AM*j3ij5n6*kDXGpSz0TOJkC-Z^IdoEj$K)U
zk~MAZHsH~OAt%ISPV9qTmgXNvBa>f`amAPsyuQ*FTuzUH+~73wrSHevApwUVp)z|G
z+A4)*88$@KcfJSBFWpyrgTV_Hp_+iOjDq`ytCsPpVM9ba&UW@%LaLP<Xo&aZGP8+^
zGr@U8c--_&P*3>byq`Cp(YpJbF+NN;rh}qizue7vPDxe8rlZ4U#$syU2HC|PB@4QA
zB~<P+mLHS~niym|dN{S7ut?t!h2pEL{1UW_gtH2}eiwqu5<y9^7u%X|wL%ezPWk!h
zqeKH>M>YQrgF4tF5y(*$j>jw{!uQK@u^u~^#p0Ah>gW&OJkjjlI_V01zdOLiL(8iP
zp_IPAM41qrwtc39p{GgAzb_gSAKJfYB@UC_hN5`cGrJ<y1JQrK0|q<j1<5RF8$Gf9
zNw#0`bI-WICARugO@{g^81LmJK5Kdd2-37cUWP~n)0oT|&J`e@!(MpgWLpWhEE~L|
zj?0^|`q(Ej+VYpmOYTKByEG|8Gl_zt0n(iN*@iRwNjefV-qyK0?5KI^zTJ~bM5%*-
zq2*ZP4s{u2EJkwqx8bz=S9eRK4LWxEN1~Es_pKxCR2MLEMHe#SamiaV2*Mkckop+q
z6g#2tLnaku9#-)!s$lLp1UGQzvW1xwoRVlTK}{{6Ih5Im#Cs_K)V#T+eZv;J>N4hj
z$CcfPhye!84wOSWw8<IS#NuP$u(C-n*i&#L7N$$zrWP6`#H87Oyr)U-EXnIi9^J5?
zY!x%}kAi3<)Xr>udu_{IEwu8O|8VM&9;I{b)l?ugB2Cy35|N6V>dl3el0=ZPRs81@
z=reD5B&vp5ty(&?ZBsM^Z*)pZ>f>SmxQTE3$IC~c8hoU`pIe{3M>1B3{KUjxB;pJU
zx?0rV_Cf>yj){}E6Gru7kd>^ttmCnk=Wx^>hmd3le>a|(qK0mDjGfD^)lg|wMrOsv
zuQlKkSybplaP1Mw$AHP(M@OVcAYX(Pt*~&a{)UHD!=3HfmrBc830hs3H9=6(4|rL+
zXt!it#<HMlZ5)`r%z_KSOiKjS>C7|w!CDR<{GgbKj<%xnvc{s|EUn&ibE@N10Ug!1
z5l!Lz1am_mi^FloYK@R8HSj&@0}AH-D}`N5F5A(U77$GUKM@0SKH3P7$(*>9=Lj4v
z=u5OJURa)t2wP;t(jzQilhBIjx4)kw`1u0OB#T(LhhNT<L~N1r1}Q2x7-UB}(HOI9
z=?qi()wvx`bl{A1Hm1%DzS&WFReN)d$+r>8>fW1#bP8RVIAvo`o<0j=73Vr6^<E0`
ziP2zJdl(y75<m9uSB6F?Mr~}f3JwZX=TT2LWwK0(4-omN8xI7&l1>sAY93Uj^KQf0
zGAoZ%CSS*@A;^3~Bhv1>YzQ8DHAd+7)*yn@Wn!mvOs_oRM!I!noiW<*YpLYaZzN9a
z<_iQ+aR;M|D{rA7tI)bA4XAg;N7FelOeA_uI$7SQSGC-qaV1sx%+iqG9BFjdBpGi7
z?v?B-C*{rpV$l{chxNpm*#;UI50cwQ`&j>)x*JRHiVvsOgDt=v*R=)YKZq>MjIC1N
z>CH$I*scnFs(hJVliVf`M)Wo=?oJr&&EjbEOi^cpx>MxX<ji?jmz~eeed6p^ZYarq
zGoY>UL<VXx{Chu&r}O?Os*97i<z&XU%d~M2^Xo?(=smhT7kVK-ar~ky-|IMg-BJ5v
z`lF4NJm>*!il=Z7-#PNPUjp#ujm>>m|G3jS@WUo<XpEwQ;~$;1sIMnY!MjnhQ)Yl`
z(P2Ix(?n^a-3-ni*hUTY9Wen-Qd-#MfUiN~xpwoAxI$ofL~&3k*zx!KH*fRO)H|RU
zN<&D^6(@C3{b)fC>u6N~Jx;+3hpX4|LpQh+--`SDzy*5WyYt=)k87`RNSn+o{O=Zm
zm}7+<fVw0(M6v7#o4n&-{b_KhcbqEg5aQ?Cs;=p!bGl9yicEO3GG_J!RP~7V*WDh8
zrT%V>UB6``9LV!uA%RCC0KoPIMapm?B`O|g+XsdGtLZ6*tM|$>NV9ZH0=m{`f;vH2
zT_WU8aLtilJCg&24u8}dx8vlhU)ls8OxvvbA#-2mL!Gpg$}G%w8jEX#MqPdHhL4<6
z-xJ7$&>N0~L{b{yE5pN^Yn{Y~rDWkS9eo0ij%mGM3$MK?7t40pq}#|)L)`qI5napz
z3|uEFR8osih~B3|^6*79f{1(SCIWmf1<Ch1g6)0M$pvx>{QT{1Yks!ZPBr`gFxKmA
ztKnP%^0X9%8&)x0i#XAQ(T0dt8%nlG(Rz3$Aa&MGiTKrg+*?i57xSa^;^Te<xO~>&
z3E5g5Gu7oP(Y6)i!YHz^Ul5_5NNnb6RQdPzF`LIA-`6~D+~^5oLlRi73A&t<y2i2>
zBLbV~{#oW&(Ua4q74Mjh@qy$TVXVLH`^02M9OI+gjp%dRWu77}>$n;7<=L0tsW(29
zIb)$}yg4uB5XlSWHq89{JyH42uiWL>oD;&bsTIoRo<-i>SuR;N5pt?qUlZi5?cBrh
zsQ-DY>jhh#6fkZsydYc+=Ivt^4@ds$^l5fJ-2_7U(w=4%hcpglm$(`?R&4YQgOVk&
zx4_UtXe(SF`!x`8jMn>4w^uM~={^U(2DZtwu%$$0!4fhAum#c>6*o&2^O>2ZXG_Tf
z0T+#xeqRIGYJ<(66aZl}K^3b$yZL8$ct6D(s;j${Wg>?if$B&iTcW9VJlYHGE$V*Y
zGa2xYSnN+|Lb5a92NycZh|F#URh_At3gB&INCiW0MInVX><M{wft$ZnCd<=@YSY^>
z&4Fgu6K%2b<ut&k!N*77gkdHB>cgKQHAS<OB5=fT;P~_?Q7YcalpL)k%1nbIuJ{bH
zwP{z?E3H7`hmp{y7h>{s<Uw&fbi7VV8*^HkX1y2j)jy}f9>iEnhwHb|q$xcki{%Lk
zw5HUk0*j~RDkj%XM+1KCsL48!6*ipsPpz$sXdtYn!6Wn)C|uU?qtHHKf<9X@cA|p9
zKfwEH-Wf<0QJLFWwHFQ(r2?dCBL^kp<6Tch`_*vO$Gkr;biuFO!vQqMQ*Ou>TSQ|3
zW6Q_u7md{nbxwhfO~rTLl$T>~S$b*tRHx*|Y~dbbAEcFcpwIXhKO>_aMafw+wHD3k
z45R9*=wG16G2f+$vH8Y*(^Z`}?X?WBJLAD68~w-R`HHBxk)BHXMJ#4xhIka+!IG`C
zR38OFPeHjGhFkl()+_i#+k1yA4x<;tx^fT<GF~tPaI-^j4Kz13{G&Bsl#-oSM@&dc
zGVI~o%^EJCgq9nhJ47PAyo^=95#Idf24Px-*Ww(+sjQ|FAo4<8-7Pyesrp8$LbZ}9
zr~5323;t*BWm;S*6E~1)*pgkM=_&APjyJs3%LvdC8H?G1)@h;ARkI^}Ci@7iiCkqf
zXZHH-;hrDf3}x~SS#5WjT9PD|H|}>*-KE)ts*R*hawvh&-$EBzDYQh=^`@pGo057h
z;-Wlk#dg?3p1<od{R-7S5$eGW_Shub0fMr>MX9cLC``Gv)M`ROK{e5Bkhhg<Zg=74
zakhSr>s%J$^|5c8R`@Pz7iFz0-wowa(<1(}c%KtJM1~ZPo`0j-d0M4?GZv=gViG0S
zs0%wlw$b(6kEh@<(fZme)Fr<VH*E5WS<oiY-IWCtoO9-w*&Z%OvPU8Zo>4Hs0encx
zqx@9E&Q`|3Po!77c2xDqk!`e_V00O5SJVw?<1^ZLsp17pS;eR`UR+wd78mOARFu2+
ztRr}$dd+VJ%CIAk9qN(~ZBe7PKfyE?M(cSkNfc)f5{g@-jbYxK6O0|>4>^4T=2m%f
z$@M}U3}-njmhhR|j!aES<gvSQg(%>st_D&=eiGg}u)}13R6G`(Vk|uks(WKKs)V%a
zE<@uf-QpHU(gIGHs#`sb@gz)rbFH`Jn%{KCZ{8QJ*AlHr2}{4e=4a=nxPUb^9Cbb@
z1&ey$=4(DmBFkFQW*0EluxcvnP{NN1D)VtfIHw`(r!bKnszltimps##*X50Di8GVi
zfql2+Q&dbtRh0=uj61)?zmm^$MwVkqgN{OHfG@Td@pipRWVB@rZ%Xq(^CWG$(AV;p
z+@CcbC5iT6G0oXPTeJ4p67%LpxM;f`Z$)pvmx3FV)WbqkyZ;$7MRz}>j$%yg_BCef
z&I!sw<zF_uG$SZ&N&C$41yll1W)m1Q5aP)acfQ|B4s|it7B^mb$t6^oHyLrA?v!}@
z!;AYj9<(#Njk`L~g9{hTBg$IeoaW{j%~GPAQ(h}16F-x^O1(4s?kGRLT$gy(RtNiN
zAt=Hva*k1d;;^oy0xdQK!jk}{m83UKA1Ai2ITy~(neHlGns`*!Vjrt4r@Z;y9MhER
z^pE1{J1m2uMdgQBo0mC0HUILSdzuOsj~WAbKR|jJ6n7dYIPG5EbhzR`X6wJ?jDiI=
z6q6@6@CZ{Z?pHJA(@=>Ar&7Gr3LpBk)ojJ+{i**P%jm*L=!JRMix)GeFk#OTD_pup
z=1U$v?ebK-#s=C!8|fU3TC+oG+#NjpPEUG*>do4YiUA~>Kq!?yX23UcZOLlt$QH(6
zXq~s`?>M`6bvJ(?jiI@6N?xsQFe}4XE%(cAzP)u`Bl(A3YfMA*Y_8<1VSTPfrn1`h
zA;>|Z`{Pu<K3<=kN3|j`wqJxFZojynutZHUUm)1pTO6e*`wc)J^rQpKtqW$Msx(o0
zhGQCubyzHg5z_l%5YS8_TrAwEu;MxW22IZ|4#LFfc^Z=_$3d@*_q~japmG3-65)91
zXCyi7^<<7ZpS?j}msKtT`}5+@TFY@vUseq<%D!ZH__;;}`CV(sLTxDq?oh2X``R_e
zPxqF3?5<qu5{+ZWN?mI|O6)bC8}4&M_~S5(>q#Vtv#KPf1E<W9X{(c?7cN2BeBnhI
zwDfa-I;B(^VemQF<^j(l>pmGJC@$Qwz5Yj0<)|hNFKR#;M?$O<2zfS&D-(Bnc9ZC_
z^8mypu0$e%Wd)pUx8%{(5X<78mBXYd$V`nb?EB=#{R$ET2Ft^yDYpDX!{!dGgXB!J
zH`|mCyPvMvLHouaYJ*w5W-?oQCAQo%dqn1iAni|_oRLUi_58o4H`YEpvzc|xn6|?l
zUdc%gO84mFFoFuj0H5MADQ`3@oV#>{pKwT~Kv5>jKQ$SG1L6VrN7b*T!zz?(a-}h7
zB%<jMa*#8JNC19&w-mKY8?1MD&nI(BiI0Z$l7FrgE&sU6ct>EcCH+_R7hNIqMM(g0
z@P42M+`Wumegr-?hP~#b;q#ph=b<D0JwCCRo$I93(7=I3K-81keP?MwXAbp5+f_A6
z6rB5D;kD3SRL?{96AM*IA}6W@bbbbzigA&<qL6W7JK&aBU_+rarCOy`WO~#7NrCL{
zk=q;2IA8<-bL7iE+Wd%I$$~AarDGvoDo_e#78^0Rhb!gv%z1B|dDJd^?UW(z*oL@B
zg>92d-nmG7tF6V5k4+JhRYD4}BBKQR<SfFJ#ET#-vaj@gNMl>4rU2~YWO|-Pw>)}f
zd!^gqV@R4`oOtuAg-BTQIBsio+7$(FrhRr!47%8a`o52ru0*_h@O9?b1ERs8bKqzK
z5WPR%^Nb&)`Co&o<{~D!&rZzRI@M%Ce@=&Km1L!$);RcENR{l!jG3kvOAQG;77%Sx
zwA`}&NGuN76ZR1s3nw^i$l9~Z5d|~LIVm_7st*kq^cAS2r-S?pkvDElVI+miuOg%r
zx1^iQ<NLBMEOsW~%COa|6Pqg3duIfkJ58jMoQ=xKPTjq&#&8_|@%3$Ag}Wr};lwSL
z$mCoN2)e4{1;Q9&0=0h%>%Bq=pmb_SR^(f#G(;8Vi)X{$8#O%M`j|86bEqd6CQpMT
z<3j@8?}_u~w<5}{rj(8!Il?7d$uzh9-}NI3hxja~n&v65uJ0U|y(Kdh4(42yty-GV
zB&8G?J^QK+Oq&H0FJxL84aY_b>+v>OS1ph~J2uP_HIZW=Zw$c-Q|q9Q+JxLK$i5Ur
zFEvQV_2;IJziIi(HwD8}`Bk9dSw}%sn;>XZV5@jkQ$d$RmcSswNZd9~Vex5P;=xa@
zVRVEJT@&VNx9HE@qh=2|sTMEY&h-rRTNHz|{BUtntV=|AO{+b1V^J`#v?$SM$1Xan
zwhHh4w6~bAl|)!6Y!dCCCE*4i&zCbi22gTE;+54T)z}C3eItXJ8=_NnW-mshOIE}=
zYMd@Ts<ZNw-131C#4np6aSBFtgSj}tWfG4vDpOvUDlR*P;~026Wvb7nF4A1<(?dX~
z8u(P$LKF%_^mz9xjj_TzFI-k=%NX39(5d)%2KANUHtGZnD+CN)DopO<4=36{L}4rt
z6c<Cs$tf_ur#7v0s@B;*iQ#=AlyKqar0#slxJ{iPy)Z$vxWh4!<c%O^(O$xQ=z=-Y
zDUvqv%wyN;QEcH#yMfciO38wPzD$3TZS?y^IF#}+?HK$RPMuBPD;;3G_JXe7z93RO
zK)Ox#G1wMXzDr8W9+p`umN?71u{|E)kmGg3;9nY;a;z?Y(5P~UP`C{N4PsCU`E<O-
z-DVIi*T(k^8U;=?t{q$HSgXtAU31-z%Z<y@L^Y2E1nzm8`x=8}+D}Y6JPHMU3p!9W
z@Yq~fG$Q$s3iU$2bS>f?=y0(d7oS$PPOXZH@O24-i^haEZqQqY-&DbJn-7xAXE^3k
zI<XD&znI57n}*U;%a}-OgKwDGs((ek-M<S`PqoArA|(#iOk%<=p$4G3sajvbX!x8#
z``bw#uOD(}lsoUxCZSck2)?^fxLPbs=CkuFVR992AZf+7eR@!Ha=wPN0=@4FvBzfF
z1(t0p;L__lIHmUWr!)*|X<(DHjGjvdA)$DDkkz}Gbey0Tbj@jxqLyl9HqUzAf0EMM
zXQo>%v~1MpNj&zy5@*xiI8$U{LTZpYOlg^D!1{^T*e_+f=5+=G=aqGj#ju>TwI|Nn
z>ndq9!(L|2>+0+E_pYh``L?ba7In0l_**<c6?tvkB-^;AY3NPU-;^N2e7*kYVdG`9
zIiV2;A~nzDgzaN!B=Trtgw=(`B3PQ^nW_}}j=30-?bOp5l=ml*l^Ity$jazAT16BJ
z;;!CJR<<WG5v{H{6#2Ku{;I#IqzyH*svH|Vzo}_HvIKJs(R{)0Lsj)-^cUR+veNM_
znHpV1gJOgM?v#K-oj<}TO)hbe1Fdh^Q9TEjz3}}x93RC)-wA7uh39~5>K@~Ec7^IW
z_mv~9R>!_xkBh#fGS`-e(AK=2T{tISGvb$W3ICV+c{YN}S$Jn>az%SL4k{cgKe5q9
z%rkku#|sL1>X<p_6IpFuz-jeW#Dg2g?VxBPwqY5<lXh?a5Y!~20bx*6t+yjma&OSn
z6(F|hPFl9#bNLDn|BB$URdELV3k(6vT@3ZScZATXciLfND8aydVYCQFn7Rp%6=@Ou
zWI3xY63@=RsLgyQY(>e!`!U<lQ>@>z$m}K6lt2Nrl9Gc!WUGH3iNK|?dq1QdA*2n^
zaclE_bh2(pfN&6)!7G=s@3>EfT``u(CRQr%01so_9QC$iNPa%`)aiXf`*A*7r#-eN
z{i(ih-=MZL!%a|wcRt|F9*YQ8FV7YV*NQ7+iM!tA3_eJIeg;7D@(Y+HpxyfaNY4Gs
z!r|K*T0n7g|0f;CfX~3e`hT->|2XX|?CkXadHCO>a|~<@^o;+Xoc5?zV5efOMH(Du
zD=scs&KB#<7T2qod4th&4BSo8(TlZ~=on|myYADj-QQUI+qJ(}-%}MD%@#E(%{les
z;ixKSLDJXJ(?i$(v`*4bQCk3r9LA)g07OL4JVZoH)Ew;<$&uCTyC&)m&P-&cRG#>+
zy%2=5CZe=>tO`V_@HtsL2>90)(E5ge^!1KR_I6B+Kxvqm?LVPrw?nW9EDnu~pkwpE
zMc4i&Gj&IVFaHPAjyL%=OXN2Zgw;1RJS^~O%FaJFGc`Uj1OXAp<WSGt_^CcWG=`RE
zXlrPEa`3K4QRYUYqm9#s`ClOV^XRLr^XqKtw{mm98&%pA0AnUoCNefAr9Qj>zz0zm
z6JLtLP!jMmO-+tpW3_rVS9>-GMqn?Df1LIyzZpEl8h#}vvcAy+08|PMzkoo@JGzD|
zJrK>lT~A>B0@Dw<j^4swaU;+#rnRx5p`Dq2h%<B0CV(`p^$b9iA>(r$Zf!F_QT|1~
zFwvHo7rc8>8&TC3(Gk2LJ}Ne#FlY+EC|-~sn%VWC@rnN7^quvI7x-`(-=g<5V}`u)
zu<q<^%(-FAm)H;C>Z~bg-j?me{o2H4z>QAe?q9GIReq&MKH;<uPWm#yY8;*EBH`Z>
zuQdJNdX2PpfHe$EOpZ2n0FxL1CU|725Wa;<56-mjbEA*Jul&Bz&Hf!g{U3sXsnLn8
zt3&XW&GoTqn17lUi<86u&1qLBCG{&$4u|ern;L+E_>_BrZ%lvJdpo?#uHpvZjKb?4
z1=0UHe9R^5j(uTl2H)`b5&C`f!bC9=4k|t}|55zH%dM;H2Jg#^Nk-%!of?7A|0o=1
z=l$dL!xdc+zr1VwMWqU5W&^+XQMnOo{gE57{bK`A(Hk0wb+_Aobj{bX0>l3-mw3t8
zz>wkP#qiD7`jJcU>x=s%mh!8W_<I{Lq+@OU>!kF3{`=b&eN|<}^GoW*TwOUi3NW_r
z8wGghtHd((gQdyAq(r6G`Fox0!0>?qLXa1H?c4H?)V?(_IHf#4F+B88Yx6!?^D>&W
zt_e7ea-CiM)20gG^si>w>xEZnZ1`yJ%<kKCluO$fJN|x4GVDkCQsNth!Gz7#H#R;#
zhWv6E$A^I3mwEmdO=g<=$I1`@m}hS1m<Z&KU>028<`(30G`yh^5F_Y^{yUf*5T@W)
z07n`CEZi3X+E3sDZwN|1?g!j^X#5x4o)H)$=~n<xdf68N+)v;TZwOR>?gRed;|}vX
zkk<k07yP@P4W{Hb0Ixay8{9|S^zHKB`FWuj{J?+ZW&Q%M^ERbvwSQCf<5_vCmHH0*
z%Krnl^C_$UK>Ju_F8A(<Rk!?mx8dri`9<u!&o|{m9`cKQ)AyY(qVX5r=o_NtH#PHF
zD06T$Z|%1*=Q!}-%;I;x__sR!yl~7{LjQw&;XT*+m*2$3<hSA|@aD^Y@(cN{eu?j#
zHzc`#cwziXuk(puXn6Za4-ijN`xlh&!r>R3(U<t{3;9QFGNX-?!+UGPSC<m+`-|^w
zRxKz!Jv1HiYN4weQm)R~+U`@R86k&jdxw1&<~>IgiY5CsK`HbSnNS(YSw(a&WHDQQ
z!4Cf6A_il*dXI6w@>N2LXK8f>q`2jjjt<OzLdny*E;2C<82Oz{(D@sL{>`Z(;8RZ*
zx3>&@&9Bw(Cy8{{-sxCa`OE)hZ-;DOVO6h#5sS08v`KH67Wh?>QwF^ntr%OLSt`de
ziz8G9=v+_?;2ZOK0oeTI#RiPU^B`NCGX`wslsTigPs=m$ee*DDRkNM4(GeXEGlrEF
z@Qvo;3?;br&Y*#LCBW6b|Dvxz4B8e@ffeZbRfW^&L+Ip*lImDoU&%Il^GuO!(MA>t
zKMlziz?v<;qzH1mFI*U~uwoh?X}UOMcqD4CZc*E<`dhYpbL)fahjG<un@b-}VDe$8
zw|(=oeaGI~&B*VD_sR2e&~9-|wl!8Xp1&8MCzxx|ltC&xY#H^&Dd09&QfH*EgL$fG
zF5WzKJAqw~7c=<I16&u9Z=ccnl!?*8(dPmbcbLy~^4;Niy0l<lvB%L7&A5LBSB373
zCrsyO`|b2~a?%S&3XNefO1@&tss83}>ls6mBuBF`WIazYWO5ox+G8F`j&S|Wx@EXh
zpaDpgB7CPicw!%7n_uoytcLr;@foVQMZJZa<Y0SIyrX_F#E)P<FOIi{YjN<pvw_jT
zJBrBjd2|x$m41KUR;vQ1zkNS@;%8lF2C5uMFkV0SmCLc4ex%5>V!&p|MTS8ftHMi;
z>#t5Q-Az-mV!=@osFcGuqga<-FZDT11lrSq@+Y)m$S&(U)2a(Ox4eI!DSoXt(d?QY
zAQ{UUhK*vc#~|v6l7jb}z(q6ULMJ^>i_n*)Md;LKi(qS5b1i1yAX+k%4Yrs-SKVQ*
zOJlznD(bz-pZTtu6I$ioD7{2pF8vmJPG%?qX{hD?fv_1qA4<qEy8J2iRGK^i-(0z|
zhMkuQ6feRE^OH)am1-Ta-eXvb!^P_bAd*c4R0t)mkn}BI1G$Num$)$%Ah?wMVv)To
zO_lgrG805P>HZ1EK>g)2qvHIp9g4d`(ilegd6*zp4&m@1u=V}yLSej$Xo((0Q6(e9
zNfNk{!y18n;dQS}6u~6Xih|#!B{eES9yr2lMJU1f%V|K&NnKzmtUTUzu61WdHad>b
zR6FExdBy<p9{qh;!kH9|L!V+K(U;;2o<7}h*Dw7qE}X5Td|M)0QUc_^<LGBgt~)J6
zosl0Uqr*|p29uM|S$okDM80PsAr}`;{suTg{@5``$kObA^I3A764`87e<Hf7q#Z%n
zyl9c(6YwX+A-J!~X{LE)8Ed4)sAtVB2=Q~P7U(ZYbSN!KO}uWn>mg5fy<{N9o!M~c
zzMQqRUNunFx5JzlU~h^weU<f=RJ!$Ht}=xW7;O-ebS5SECX6i^QesEi+#7B6$!0Ej
zpMd(Z8gN4w#ntWJZu*g#R7#tT&eV+SVnfS2&FhIpjk=--gqwm%8aVYKA-UDc5QvP(
zg*?+yF-(_w)f%KI65`i+@pzKi7D@E2FPsc=r!t~p#du*31P{leXyxe>wTQ9Q+`YR~
z{|rkMJ2$^3Q<>fjzG%8e%T2#?PX2IIUpo>A`oasYFLABT-XFmF_i(2ROCwuc=^?*r
zb)=%L)1smPk#Oyje)#YK6R5~-aUs2Ijyp&nJBws2K8~iM-kgwuKr^TDgu!v(h8xS2
zQn}t;$$7b^FJTsh1igb;`tW5VGL5)e9&dQ^BxLi*?!bQ}zN&m>VU5`BYVI1YG}2vf
z11Mv4L5XYp2s-dgp|)_LhYlUs=nDqvO0x#jVm=u4!e43Xf+K_xp@9FL1X@?F*`|;@
zlQpTRY#{FX6VV=1{~khq=vpqSw^^)9eVlu7+U<%e4;V%vz1Ltv>ga-zTZIMHNgg78
zBpZAE0g}mlB1l#DNOh$eJ&u{G$m{LHD9z=6F)6bqu20{4J>7JTuZHq>=9p9&y+9Q)
z#dz(MW|-SlhzfNaX=1Z&w&}S1>1P>KOk|^@>>ZLE4pR;Y7cv0|Y3jVX%M34eVY@U!
zq}ejh9@2#R>4fZYSQl;vz}n}e6KrAx+eaHb;Iw9IpR3bXLpIuHv^!o34Y4T?Xi<Vz
zh&1dCRl$%bl8nIoA_g)cYipoLxcB8U1FlWy-LrC4IH?Vf7^cGd{4b_NEVFMh=1@V0
zT~r8t&#XVEGxbo##9Ra_ob`=JpT~SKBc%zGiGWz9+Y`Q<d8i@jw?QcNP*U$GurNW3
z|4dtn2L{y2-n4CT7A1(v@T*p9UY3}8BjSczXshuSJ{jL+Q0WPX+EnG*9=Q;fmaX=g
zCsXm~yE?FdBee^f_BgBvQ7Z)<PBQ~c;Kdcg6W}!?>A-ApXW)F93WEc4;0WALKKG7g
zaUne*sw8z<=*0zhWc&4B1Ew&DvSg?yD2+_jrt7RM<HsO@((Zf$v~{lzugn1AgG@Qb
z1Ne&eky#4+><hqMt8yzE%1)-#=u)bJ)v!!>sndj0pL3gTUaWdb1_PDY51@&*7Tjg%
zj7U*vfcu#bR#Uz#nciYx#O{NR{Cvs>xQF)Bd*j9~yQiLf?G(;_5tJ`-ScgRP>!_r}
zy*<Ljgl3OIaRkk#zD=Nw2G0PW<dASgHM6#pWdC(81)NE>H&Wsto&&Uuy;ff9&%lGc
zeF00`{2T{!9O1w24s>A!m*9W>VD@0aiK6?VMl8%XP)FFITg5<99P4JK#2fT!GeJ>S
z5`Q$wMhlHSr-LQNnhThbcLdA=bVFI>jN{kWc;ZJu_7oF*X>CIyt;6X!H9Nsp<q{;N
z&pNe6ga-HXGH-AE11p+o04sY(NL4vnJktF9BXX_lHWH}k?RuTvkK{ziL2NgJSe<8#
z+9u8=eGeradm4owoCaqdB`!}{wE0BfEO%9#;|~FOhtdvk!Wj920xSB7Zy4-(J>R^6
z_3us4(YN>VZ`?QQq8O7U3dAmsBfq=H`mZ~%2@>&{X`gNCd((C#(x|dvfY+)>6bS~N
zmQEEdD8)VWrXU&3iGH0~6-%&~O+(0PFWp%CS^2-hp^$7CB!5T?5RyzCEBl_RyH4L>
zn0tWUjSn3?L2mgCY!+nsH0d=d+8osg&}{>SVFJR^48lI<;U}kK_IVv(ii7O$fjoy}
zdafyw@c9}R*5DE-&{AGJMQT86l&;N8Yije7Lby<aAWCH?v0}F#!a+-gW|&$7!)1g6
z;!XtaFh4-BED2Dis&2|iT6FC`jT)!0(9N1}ED3;1p|nSC-93q+g4fN6{$h3K4l6vb
zU_in0NEIeo=nsS-J0~Z2+zs)i)@YU+>Wbi9Oak9X!#*6r1U?9<jHz56X&JK{R^*u{
zDV@qWXF)CKg*4fG&d)UAOnYruqTTO96W*dX_fYbFhv1@vs~~^cdpx2!a}Xgfv4j$1
zifC;1!B<ohv&RrOH=PUSw0`Df%@-?4PtS|ZzbE|VfSU@c?dMo1$kJiBFjv0rE?9DU
z$lMk;2EYPH>?<~QWZ2IuPXINrgm>_fDd|^b9z%AU3}dsZ(!SU%!mfP<i1lWeg)y#t
zc*;|YdRTT4(E8}s8<5{_p)+Dr)q3@<BmFXwBzP2ZY(VzlbCngm#cXQ_v#|B^m9;*k
zYR9wh>28t}V?%q2dCUq8Bt=6ch<F-d^e<VxTeRWs#@{j>0vfQ!;tEn{rz%NHn3p-<
zQHh={Q5t*T{0ic?7Htp-{9QQ6)SY#I6Xx4W-4g%H%X@aLafK$_WGqj0rNZ&R!u7<~
z=(lOb#Z0_*FY|dlu&OH~U&w7Jo7L{cwRV(TyM}fnH6&j*2an@<K(85)L+R0@MzF45
zjvCwYGVmyN3`s9Mo^CS~6&ospco6P?XNfI$N@9pD%4y(#0w3|G>L-DK14Az+pIP_9
zU6mN(bUwa$PFy|6w~=PM>x$1x;v!)x>71XJo+P$3C%tZ*&n}tsj>%EH6|#4SnVrcm
zSBzOx{+sr`Prg9JX@9kR>jXzC&hEw*ZjV%v^l;&?SSf^O!(&xZi$!0!9X4;nP5UBw
zOwzRy+6tLG8f(M1`+<UKTw`AHxXvW0nlfm8y>Cx|4<cajOLa9+IpA#VTY5hypHZVP
zMe3UAHvRpVaFQVKu5X!>tFA<2FpQ!@;TeGWk_csQ0q%&cS&WYa^sl5HVwl27Qk2!*
zCrTUE9B}kp`CY>yA@OgxEE-@M&b!WDVn1g|kHA<2sE1deE!qh`j9e3e!Sj(uebn9R
zvy@9?&&Z8RK}DO1`p=NiX09ZheSVuU-<L^Qryw>H9yU}BW`TR2vK{&UvzAS}s}6pV
zWff@bJkP{Mz)%?miKyF%7K3UMPJd4_4CzLhVvDv3!K2ar2<HJHx~mSbww19+8WQs-
zfYsl&T?5=hv=5w8Xdn<5BC_r@VP&(9yGN9C4{ylnkbdQ~(LMEvqQv7Av4BLY@){GY
zu{=nv>5$|Xj4Pa@bt86u7TsyW9{JZA>KbejaZ)uai`FUS`VP^`_phs4uCs3)nD82~
zG{T?cs$?e*m<MrgXi89?%4Rk0#AqTRA2UUK)nzZqx2zemE@sN&(9>F=aVL2E?sRjJ
zdSRSp1*qg^>g9q>=qHtbzaz6D@EC=KMADSZ1A>Eq@ZqIElC*)jzrJV)M8o@Nt+lkm
z{s6Dh(EXtC3m6M*q@<?rw}01R)P4}+S$zgfr`+yfFE@vtN-~$hW4FV4OKd1%dqmQ!
zK1cP(26f7YmxbCE)pnhEoy6W~OcG>RUIeiS<LzhZ%bOzv6B|ARnI?aU8-CACjE4+`
z)NiyxFhYH)=_lOlG7PLo3Z#9`=yB;0{~=_1>-!xIm?K_F^wCqIUT`26F%ro*IVyP4
ziNlPNe4}s%mPIWuohz)&w5B)g{D<97BlOYA-@u`SZ1i}jgxk5nzq?^Df3S(%;d)nM
z^gf5JrPw-;30J_*suKnhXatf8tK}oqp+M@2AHXX0dy$&5zbkHfkfh7{W`ZP`C~IF!
zh2&5ln8G1=8k$!Ds#6O)V*H(e%qa<V7_`$sEZntfF&ez;K^=+8n5~MF8m8T!H>(JC
zDt*VhvlXr|Ii6*|04Y?H9s1dB^qtD!(d*3I3-p0)($<}FdJgaIK=k_0FWMzfoU*%I
z5|5xPZ~h*vNe!-CpG$ppl(40~2ffZYN0f<b0dAZp2zA>I)3|3ZmLn{*3aXgvmmt^)
z<JauGpRhxQkL%rdw5^Mg_2afUFQ1|&p(fClS4;gVbUA5R0~HLTKW{FK?S7YH-$>lj
z({=7_j}M0LRD3j2%G-w1;rsziv<V@3%jvT)6;QNeVeRuGJX<c&NdF=Jep!xQ@SThK
zlk6aETq@RN?KHmf7z~j~1o#NvwQ}7ht|QXBtq|z*H#vwZ(_ff#NoWvBX`d+pT4;%S
zYt!WE?1kit)Y1)B36y?nPa|n}6fnVLw`(b2G9hZOybVuT?oRM#-cG@{LqzZ-CbSxc
zao78<2-Z+-V*FmPENxhu+)fC3c%pf$*VMZ8wd3!_ffJU>B;<P-|I<qh7pcd35`ttq
zfER2W{!svsub>*1RHSV8wuN#A-<Cx?Pk%9!*3k!CwS(U@334oQ)Iuqxl3|fV%cTuN
z)?67vQ6uaLV)!XLM$#!Hfk^V#j!pCwsg^S3vhl*+<8VS<B=wAx6Sj<X0oh8o3{^(S
zVY7Co=hs1=En)BfV(c7(L<_bA*tTukwr$(CZR<5(+qP}nwr$(p^JeiQX7LxZto^Nu
zxTh*J`Ge0-U4yH46Ex9x2+Hy=g9$Kh&?6p{iK5?^>jpoX0KZM$x}3vkX3Ncm3nz7!
z1_(nSvMcT(Oa{+q6zi+H@Z7g<<V(duJnq`{KGjwm#QHVL_*RIQ!3Tq8JrTY6zWwkd
zKGCsaa`Tj41N5_diy46UiM@!`)}bs?J+?*2V)Dcu*zp~55IN_@<rHC#d4u)GFdl$m
zE~Cc1VG{kbYQJ&Z=uj<OKbP6^YCn;FIPr{sR4q*^HFnl`Ld=T0oq0JXb3n+v$|Yb+
zwyiHl4%UpOEMB#%th+sCRH*FfGfomuwVW;AN!Aum-RcOVI^ER(WzD*CG**npo9gk;
zp;s+Gwi9C;%wC!?DXq-ed+uIA@9z_FzDk#X-`UF(`qpUbRt}&D;Sz}L=M_x#z|2zB
z+kg6Z<7T`=e`eWqlrnk`ryr%5O8Q!N$@OwA=Te|phvlLY;=|A4S|d8iye0XhYs(x6
z+-R*4)&9-P{5tCN1PSue^pLoc!b&MO;Xl_Gz+yV0C)_h>ay!LGZqzD+Dl0;f<T`?M
zDL=onUAxY{1PE|Vf*x+3dS2({aVAxCh1_ydP5>4$3v~`?{grd`+lT6V(2d^UmY6E=
z%fIdwGwZgfHJXM*5ps@qU|4B+KNaj0|L$gFs1GhUsMqjD|N8Ea-gVxlte>QJls#>w
z-d0y<Nbo6(63HP7YXDaW3kioioUGLvP<r0~iR9zSC6X}PFugI87(G;R&OjKx&2@oy
z(7$~)NA81k=->BHGVJKVp#~Ol{RBcJ(KTP+P5#g)SEgW2)(DIC<dMkiMXcXKD35kZ
z)xs{!s{YH~DKRR@co%m>)s<_Gz)@Zc{<P<DrrIjd@~CXDZ{p5=_P%Mx7u2}!PIQTL
zBp3NeusETNqFkVvEONFoM(rxCD?JnYokMbgq;SlKtb@|q$Mx4gJXmS|O3%1zpSIMl
zace0p9Ole`)gBSuwjo+GU%yHjv~WfJokdg}1IXpovp5ubF~uHjFbxIpTh|r76coMs
zYrLwz(){Hnq1aaoy~T0<`085LI%=8$OnPgTV7ri;3qptXQktaL%x7?K)c{hEq}kKN
zjgmvRU}-OSnfnL*#?Up`yw32aU8rVODVi^h8McFDCkkT@oyO|lghPF>rt<*vWUo;A
zov<|$dzg61sNOJ3B9Pt+6jT0YDLEC*0`Z@A#k`$ewptQet3r)&fF>UYd>@KwBl{Zh
zObg`D(6o<~!^lm7s)s_>4|J2>cLUf$-<#7P67p&MGBLYST`-Db?}eQ{yV08d0@0{F
zBE457(D>$X@K5GyIkT;nj7R*;oNo0XNmXC(2n(m~$cw+H$Oq8-WbtB#r4@nhS>HJ=
zP+^00#RIIl%0_j#TG$yh#gwb>m`K8hmyHdW&4hG^l0)~*1y`+BD;YbV$lgO_0OU08
zyBX|My3b}s9Tc|unXrO8u7!&wn&hpIzF78f{)OV_Moo|7A2EKGBPi8tb0&c#Zj<*x
zLRK*ml>xa3z7C#xWzpIcbwGPT3ec2AcRWI6N<<#vusQ&I4K8Z{iq6y<`c3Pi`PB#*
zOtr09V?ZVs4rpsEP%7`pc;jTDVx%NN-!$J!c@5XZ#X=+Wsi?$+NStjA)ev*7POL$f
z=7Yhqe_$fCm!<H){^q(#8G)Dj)KQld?dN9C=U&Q(b_ln4Vd=7;XK>ME@J>l6+>LTS
z2!Wcs+Nj9OoQ@o%vDJ=1tv=rsl^45DBpA1O8sI)`MSvTrDtIxFr)hRUgg5BtmpUxy
zi;~x3U^SGE;6ZTcZMe`!Te1c?lS6VPku1*<U1i}Tp)E}Ai>gHiD_FFv!)1u=fRV&C
ziyB4~>g5+3i$%=)gJbS@^@5~|Dov#g{R!jncijdIA8wIJ6Rbd2oPj=QxJs>SY(Cq*
zzJo<xQc5d^T&rwSI}E-ywTP4i0I2dzmBun2hJjJh4(T?=4Oe^?=8~G^gtz09F=*yW
zCtPOej-JTZq`V$3)M%2~W{>cc<hRsaw&w9^ub?(qPua8zA-j}-C@N59FRu8#pylB%
zbxItk<cKgWEFuk7r!Vzl{p()xfyCFJ3JLi80vJkrruTC!os78+()G~+<dW${@tDMx
zfYxNC!A_JqdImb-YBi>`kTZgYJt)igH)G6rlC#5IC*dL8rA>MaGC<gRE39-e5|dou
z>cAJ3IEVi5Mg5i6<Ha<KGCd_xr*<)<3`-Xu)XQ_$(5)b((SYXb^VLK3@#-T14GC)7
zHpsnTegvGdT>p)IKqScYrr^E{xf=iQT2Sn>v=$!<389#8mXcpL;d<kF7q8CxYJjC%
zT5V{edeYls1i>e3w8%$Kf3+o}+4MM!{_y&Sm}mR;GckQPJ!8uoZl|w`Tobs4gG4?b
z2u<y3q(mL;N7<m*&%9cr9Fx{4wgHCZ((6@IB#RMTIg2_>V@Cqj>03qPV>_pI?6{p`
z@VE@IeL|5cdl28q0kk9LkFVW0=|<YiuK_e!@B{&D=?sNKH+k=~I8t0RwC0BrLolQT
zqmg4;?YobTXf*^WBeY`kdPI1>)JX2}sLK&#gx%;D$V!K7eCSI|nte{S+}T44Z_;xs
zs2es|QyeDwAp7#24gQ}z8Xpb!`qjv_D2U~~ciz@or#n_kq_{VvVE|iEQFi<*bDg%E
zH<=lmbAXa?9UWb*eQ4>LS%B|>u5h+xFo#V3s(LY0qQOsA%D>pel=#n{dR7M&(8$?n
z><Pn@xKQCOxXPI1O;wnGp!GNNl*XJ^3G~lK9&gI(k!z|?ibID0&6EcuRYV*2FGb!+
zAIg2coKs}c^eT=o<U2mDXR&ri_Bj|8L{k#PL21;m{N0@3O43^88R2yUL3Dn^Fi%ii
zKut?5YJ3f)@Eu(ax__HDV)4{}QlfH<omxu;&)&PQ{L%wK)|xgaH3u_6e}=+OddFNF
zzY|DUhNwnQZh-r6X&JK$<e(zGQt03(&oXNVB0&VJ`aG_4FOz?}y9&4|Yx5~nAc?Bh
z#p?Tfz;CODjg)^Y*gwP4;jT}AO$J=otrg)p=<`Fb-yM0Yqh77s`7Pp#3`z*lBw)G$
zF=VuyS_$j4C%W==Dq4d3(5Ji<o8Vj)qK?e70;C$8!e%Rxc<Ibp%6HVkrfKl#pd$ao
zmpq(4;8<g0w=mw3Jdvd03wN%(Ev(YU-f&{?_^|7(7@B@@bZ42S*CJ-?hFN3y9o-hF
z)txAMPhfNcZ~YyjxJv$V^sBW)%vI{3)e`!-V74Y`OI>R8$l*LK;6s{T7bh9<c9mTg
z^B)i%pA$^6PpvjmLvdkR%_*xa&UCf1*Fy2uprL>#TgkG<Y#@e5moe-*IL%zgkqRaN
z6&59T{Zcw;;jLc%UA)pE0=76IML!X$L)ShdF!L=ttI3hWZU<FG5-sgm9o|yZ#kcmw
zUIa&e_$wX#WESfRCblk|sT;G1j!T?wAscT+HgqRlUV-OE`hj9~)7jr=X_y6J!RkK@
zLa=k-(Vjzb!_6d%!W%kTESiR&a)WRO%h-4)sVB^eUt09pD!!GCKQr?}{*~!%ZYS{|
zAEzg=`nbO!4u>U6?>%`H41q2N;*HBx$H{=^q%+go*t0haPA6$DI=pFs$W)6DxlHXx
zbPlgL5yUzRn4ahaF?AEeHqt`>Eh&++M~wHk@zN*{Q-YY3^5MtEJ}3B)N&6v)*g#Is
zOd+vmtS1#-c1R*n=ibyA_3oxQfMcFPfO<<u_jUw{jgY#wle->s6WMtCqCgL|>W}!s
z+Pk&PSz{cll2AW-&2?^_r8q=hLVXnyGo=yX%P6n9XX0L6G7R@pGr_m1t0mXr5dWhs
zIg59Xmt7CBw(TvL9_OgF3~*e5{DqsoF=5d&cA#w15zzUE5r3D48+~}RF2(}Pz?|tb
z#oSfgYIa!lU&1PW@(o5m+znIFxDL``IDsn-?Ogl;cx`5j)C#_^btMz2C;*jqJ=D{3
zVO|~498U+#l6k@nQb8IHBN1c<@IY1dE%BB{)nzxEYgo#WYB?uX663kCJ{oh<1>F4M
z`0ztzQW9EOaNw|uF#!qK=TdwUc+yN@g&9}gsH@Pyid|OMrF*lPIB)pP1g^X3gw5v6
z3nH>adZd+x^v}(VuhcT$rKvoXiEULQiCb?~w!T^G2%_yCe|W`BMKAD-d6zpriyOyK
zRc~<(nJ)nE58OD_u30!bnU4X-4{HEy=NoCow!kktd56jElQAS);0iQiz}H7J8KFT&
zV2FMCn{MTgiLrR_pj>O{vIhwD(TOyL!5=+b0wc<Cx%OUPr(pzKMHB-S{35z5z4dE=
zAa23Pt)^`lLK5R$-EtT4^d>f9+WY41Cnk=!pkp+}dwSo0Zkw6f1mipRu&Y$^yMZBN
zt@cx2bn<TJJ61#7y!CBNaQ_jBIhBG^*(4fCiR&8z5onrMI`(5uAv!<2O_b9zI+RBK
zI^*g&>`XY<6pkutLaA<<o8UU7lGEt}{^%C-k=Oxg_*h0KTfj15*fsK{7(>QVYbVyV
zZDM*V*G@ECqe+B7D-27_ltzim#~-5zJjOr?8}Ce;V)rSXdH1MgO|-9}ZBxlX^`%cV
zcD#T^E1WE{U~b1OfpkaM(1jHE!(4v>wBpwfjTh!)hT<MF1TdsHo%<SF#8+w(#$=L0
z9yJ#}WFj^P(abc*TrT8rM76Yx?l_0aI5BhX8fXDKbCQRhs?+`2nES3Jz?Bt2k3ocU
zpi3vA>Y@Bc2N$XLD5Fhb)Ml0W^2NoeVq#->r>QD?;({dON+j~-gG;=UyHjc92k2M!
z-%wd}_j;oO)dzX-naq2x6d94PwZV7e<Al&-FbmGfaZrP6t)?(j+A2PvsMeaI+$M>?
zRiQS5Pm`@twow*bU=Eyv{?8uka09{eJCLeLqUlMLGOcU{Yvo@mS>VlTP3#v_uKGL~
zmkO~y2}-WWq0)@Je`)(O5>|P@nparFdn%pNVA9%rU54%y<^14b)YE-uZSn^z9$LU$
zsX8X%Kw|meCC3kBLN&dD9{)8mS}4^!(urVi@_!<_uo+|e<$=#>nQpSS?^@^9_=L<R
z%lz`_AqoqMl0A<NW8^A__dGs_)h*f;2+p8i2SsGqe#1UrW!)~yKJMCg)1QEIv>ckP
z`fJ)_5n(?234q-FMXD<(F7E+6?v&<AcZX0X5;_$kp?$=K0x8<*O|CKZjn-UAm{l%$
zkMIU<DU3U}Sh?n7d?+ha)GYq@5*HdD@oV#g)O<Ef_Q3ZpGE=g>(?G7d&B6yXg=`i^
z8h)hr>uMbn{cxZ2w0QC-s2|vLF#snA3#$qP;-Bp?*);Ax#OIdCqE8Yj5IzL&Pdx&6
z3Gd1MmEn44<Gab6u$I;Afu`jUv`})Jf-eQJniuxel7B%jLx|<g_oVT)Y#O$S58s<I
zBQTf;o6W@!^mHgxrW=kb@cGM#9coR-+kNZel5O4M7t3%+!E=e}8P}Wx%9s7lEf@IE
z*;FUEBRVb-XH4L3Cn$7`bb;9mkBFFa3Q+@ji}wjhO$Hg?;&>QJcg%1rnQ@w2L#WM3
zzG@M>`7Msx*;fj0zw<$u3R#eC9`%Bd5RCE}^-A1?Pv^sksF~5SS?4tiWMAXr4)z78
zb=Vmbj1<+mr7W=g61a2$&p^k+a{8Ov3mrzay855{MX}<easPqzr`3h=!D4;k%4+C~
z8ul>-0)qR{IslTF_N6Tb!}OlpgQ$PM<BGFg8r+4grb$+ePM+(he9O6ts?XK1V}-D}
zz-A^sHWoYpNA&mf_mFe@-6XcTj7qAGQ;jqex1#`%C5YpdP1<JaNRO*B&tfp0t;_ny
zHsDG`2c_1H&g~q!uyZb&9z7om)sTgfat!Q$vk3%a_%6!WML1NbY@&1qTvQpa+=481
z!PrwB9nxubVE0q!m@w7Y1W2yO3_c5dB=6RudK2`6djF0-M?=iO1&sPvj~Z)qh2!$7
z2ar|KdW_XbE(;M|)TMzLaz58aJ%jo)53q~DX~;5KS^_v)Vhr>w=8->F{IM=w95Fh+
zKeQrD>oy2e4*{AH3$}wji63*~F7nO)oS;<hv4A-Xq~EH1{nZL9TiN@=xayJ$6r59U
z&S#nZgvP10Yp@)N0()$jogOM~JoxmMee3XPbmj5yZITu8`~LCu_p5^wMKk1hNG>HW
z=#qg2?`=+T_POL<eZDR}2A`@x1S}t0H<Zy@pI2J8TKCE-eNCAII_t4j5*iIDUf~#=
zdDhZjwm5Af5*(@7Z#!#?ZnIMy+vBD%t`a}WOy2<M=X}f}iD#{3*4JG`p|qaeQR&(G
z;=V3I{Dkp>7EXUy<>^L2lZMTUwT?e_ICo7fvJxm7*$t!d{hs)U(7$G%)1*&oMXtOE
zwbl+^sn6YRqavCl`zFfbYA(^(9K8r7s>8l?UgU9fEi;8@9DP<Y+#DQUWC7$(jbQPD
zQFPi(oWe?Jz09ko6lM7ZR$RmMjeD&8q~haj&Kt#`<h3`2DqPCAPIO*{ew_pTVrFvm
zz2AI7S6Lhi)Dr|e*#CH!Z|3(NLlXPQ8&2-Cx=X`9yYc_X34%bAMoF?|VwoB`$gjXg
z+51WIH+qrsO#MdbMC|sm<dUryr*?&X6Qy{{%sUao6-}@=s%P`8hSf(FZc%fL0r;Bc
zpp{*yh(dA>7Al>tRBOlz3@6`YU@}|*QfC(6-NF*kJu_cjyie2DK{FH4snNHRvO1>i
z#vJ0QlaSUX8yrk}G4Ncr2BcD*&FjC_t+I=r5HdI0j)(`jI<v(bl{`yvYbO<+scGKJ
zQ!PbmHjK4a&f+<=rWUO*6#a_tve$1c_E(KyoPS^`oyh~(9cW|2m647<^$_h^jlGJ)
z!&#1N;W7BXS#Cc{D1?sNJyf;x-lP)PVjySx=**NfK7qV@9M>f78++Eu$PUddmw+G(
zHDL<u`!DhfFRVB#a-AiXT>iq4SM(4^K~+I(<ma?$lEeMxp%C~9I)w)Yx3XP`TA0C;
zwJrAkm^o5=|7{UGAHDhIXc}~?S^PWQ^H{U-3`Zq}&0>uk@-MT~{YEPqnT3=t1y`Lb
zriKJ5zYg4;R=#7k%O`GUHuC}~huNj&&o@gdp~G~u?ScZL^16Xmlo)pWRjEThKV*l{
zbRE~9No~}*ekxeNX}i3Z-?p1t1Pcox6{S*&mk;t0_s`NlRCl|XRLWi8{LVW#LWjcY
zD@`%_$Gb@~|3SN{qUg>N!TsC7%Ufu*K$HlioD$x;1mytN=MAkdswZ2~kDz#~fH%9L
z14oUA2&Nx9EI=MAh{hcqjLZh~tWoW0oQ3VJ5f3{)UyW2?-^?-HyUw2|)xD#W)w7&>
zIwhfjM4UuyH5|%UHOZaO;3GmuNil1(=qFP^BP=DGdhLD;2;~@$qJBZ>D3Y_Y0cI-{
zEINqHDRB`y`~ka%DyrW@(ROu;&>{49_y?-_?2ZC2YPhe`i!TAGHJqj!h}!YIs$uDG
zM1`+kOsmvIdp)kFe*1@y&pWkbF`uM8C9o8M_j=9mzjxqh5l;}D!DV&)BSGuhl-v@h
z9_vH4{pom!_2M8hYD+l)P6#xbo}?dfIo-lZyDHy7!c%|Icmh}(CybLMesW#><h_av
z$xua3D?>wUrXIv(x2SOroJLk1iq<`|7gi|}x{5D)dEUG)#{ze%MGJOx)EFXgvfw;-
zBRCz=5F5}#dvDA_izwlg&pj1Ct8QR2*6la$-(P5Plqk!vG&20zYT#tlQtE`{^RSR1
zYHnd+l;3UG_?t~gKCjV?2U*1055VcyZGrPYNC<)P?Xkeh2IyGH+%1|CQFYm4B8hqj
za!LurOGNDaOAhPA;+y)lqTIkI0ZB;cLq22VbK|%{OjR>3{ydfEO1cM4{L#|!p>C{T
zI!aKWes&7753PJm*y`(4n@C|FBgop_D80es*><IpYrnmz^%dP)?iYW1&TZiZV_%Uh
zdqi4aFoHmzfItdi>aIg?q`vBb;eNy(csY95OVlH``ca$GPoLn1juvOq(hg&cS92(U
zluo=AJIf!tS^Bk^%EWZg3-}yt#H|EHzIDrpy*N$2<-C0%XJr`CqE$7`*5`j%f-tZS
zIiygmH1~{I5WDmAsrDOafeN4RFKxA-DOw>g=(nNb){R0;A~n4U=mo_w0KV0EdM0f=
zs~2#L!T)>*aXBahffj16`CJPilabN#;j34vm&aYX`7+UuVv@t@j+ga3%A|-%xc0Es
z4w*s9*GZQG>TR}H0do(HI7IGdiNRT@9-Cz4_@jzroO&rZn@E3dvvg7L$}~dC963)a
zoHA<I*|WHcdnTSxoK&P_j+?tfWB!D>cVOXU9db$+BY+*fSoy-^D0m&8L4?x=63dUE
z@q$qwGo#G?GX8NYXIyht1(jm@L-ibV^U*Rm^pUCY?LEf|Y{a+HcU67FHo6W7cX$P<
zbpd1=AQT2gq3Z?zQpGI_hfO8AP;tmW!tn=l6)?OkQ1&x$=Qh*VhMZ`J2}XteYsd^q
zt@$ps>_E7?i^Q)i^GiT?TgJh6rj25$Sz&AUY8x0v-@s{NY-J={^IbW|`<e1z7J)*M
z1wR|q6%76>Q{h=N>+RSpS>C-8GylP0oEV2RF-$}$${%5M%0Llxr&|fvn1MoV*>7aB
zMtWc9CtdjBfpx`)h75<rCMaS5=w}J<=nC*Gyp+t*q_oWH>$4d50~xKUkgwcNY*H7{
zk#qn9PVk(&fr$cE(2fgVKR4CqoaN!Q!7z(!t}bnZ1y;;nL>C9WGv*6bZ^$9zN4}+Y
z`I^cq8vLa#g(AiZop@y>w#B++7m>OPjj<Ei-IRxofW)3g!13QUvdfM`d7{OFZl*Q^
z%@xM0ff2JD!^JyMsVzv$dQ-nok2<kg(g%9B#cGafL7;~hKjtt!xa357Dbls##`6WP
zHi$s(t~ulNw84|_NiJD$D3?3}uGJ&f9a1>5)a#`P!gDP2xrQR`6gn{jq&3&=qa+b3
zNTi{hZ9V8b3Xlzi=n`=^s+MlcE6QsdT_NPb>Juw_3MT|m^1psZ$-7Pm26)Cg<egs@
zhH5K%<9%FPiO9|%q5d41l!{-^-7@LyP-I$Vj{SrP>MTS56LWt0C%8|m*{JJj3l{@Y
z_OSh+Z@UOgjMX^2o7Ncr@m<^vG8S+-s%^JL#-!SJ(U&4zF!-{`zhybtNJFo}JS=Z@
z@fyf3T&5k}I6Nj{O@Nuk!xDLUr``=CdS2pNNqVAc*7v^6SwUr3#2Z7jt5bpu(b=W>
zT8jEWBTli^#s&R$tndkHjk}d7??y<N{;592r@L)c;bYyv7=5s(%*HaAW;S~6pP%m;
zlt`*jR@Fjj$pp5c#MHm%FDQ*yq2{j|iKPeE8B79&$m@t`sG;nZSbXXR$4I-hkxQj3
z0roBrw(H&<V&wj31<_#zI<vS1CLnH2eUKS$duF5YgnjqnG%OU|X4u-#qn&ZpGN)#!
zS;(9qoQGZ0dzJBypTio20df_ct+1`8$*hY?DqhX5Se+J%8@X+$XZp`!p0X^rAW9Co
z2Qe5>rU1Z~w9EARLXb1l8{;?xqCw+3UL2TVzg4*|4IxWSRl&(~CsyGAlGE}fPeY9X
z0sZ53T_Z*QZ@C)3FW(shDmUDy;cmsp%G_}4vx)GOScsbgN%&S6w7=|d1d7K9Z)~D=
zP|T+aTPUL6O-^mlmp<xxku`}+RfUDV<fs*nUn!B<ps`4ITRF?h=p4FH)JUg*(Mb{w
zMGdk=J$h@#!Uvpa^1uhR&WPa0YVpd3EwUiVduzBKmFYOXuS&Rj*{Gb)TL{(!1YoYa
zle$@!=&s-QaXK=rpvi{qhcjbXI5An=2;<lvab=yP$P!cUztkEZ?>mg$OI0;^?q=Qq
z{J0^Grs%Y~1K$UFv+k*(XK#PC3QkaKQov-)Jkm>dSvHP|gDlhvBRsT0!(LkmUaME!
zN<duJs9XqVbvDilxD|({$dxb)DU4#*e`MWrw<sfkuwy3>5v<S{4MaDV>4C67Bx&Ya
zvJ+kOC97j3RJ!$682?esNp?1Qf1Vf(K~s6s*AMRe3Rw6WBV$Z*4VpP?UzLUG4l9*4
zkO|R<2_|Ux=_tS7@C+N(VdEY3GWmXxl5BUz0{XPA44h<IYD~(Yf|59eMe|uk@Nx#4
z7TT~>TJ%O@Z?_gsAu5wKM{yhGOg8ISDy@bbSUOfnSp~s^yw3e9ytXMd(zzk`Z3?mi
z4gOtyb2n;d)<jer)DNwu+_6**k#OUAm<X3O!nq>Nw!N1;p<3eR+Srm2I_QphuMs*p
zd(R{%ncvJS=;$ubLga8s22ASe*!ctM)2~Tk^cPCH{6kJsEx*g5YD*pG71a<fgWNjr
zn1rFNH212NLx)jJ!?_H6qKhb9*_TdWPx~4IN-ID@`nm9IkIF%z6l7%YUtBpk63K1<
zDK>#h+Yz<=4ff0aZt3GF8)Jdo%9T>V820v9a^JsA38u8N2wU*f+w~Z8Y_l%qEMZi+
zjT9!x!E{(RZQ=jaC#YV-Al&Q~sEk-O90Yh$XRyKZFB2<dSJdbkBVKpNpR*)m8xl0N
z2(qw?uD*~O?`n+JU&0o5t*EO5eKfDN%<Es{RqgsYiFFPRV;^Y4)>ozsP7l8(&0L1^
zrF}^F)%_Hg0uQWYib`odIWRP*#LwiM9QLToIw-q~im2$MM!}eU`|)1kFQ7~As}6sR
z6m3uGcvffrgW$ChVWh{#9?)ER_(TQOzLgY-yyCZdNkx6LM@6?%>5wEg$yVOy338y2
zrPf=i2-3by4sMge!b#A(*r(nPRfp7)vxPI^LuVkrrj}ia0KXE@mYi@AfrHr=DuRph
zG6%@HhPn2~$1`JbnFN7m=P#hpy*YZQECYrBO4hc^MoK7tb5c*d&m3`o-vANB{+>-U
z{e|>{VF#QU6^VFtXDqGsi1MjMUL5+;R3-<V@X?FO;T7S3fD#nhv<8&hA9I4dGkW8>
z$M+#27v2r04x3%PMo{#SU<bzRuW$cjW1?UnpwQ)$@pzC4i0+A0;cF$Q8!K%0Qhv)%
z_ViRm8&KXzn+7gX1^8KCd*jZ(Kr3f(7A2xf{sai6N#k`EG<R7um5Vy^)lac2ExO0h
zE(%Yl!IKdlpjZNItbpPhcw6om<!9iV#Xs9y=$H(y(DBx0DQczp&}*Kx=Ov2K92o}|
zbK|vNMp}$8p}Ho?Z4SeAh67PDO^YA?w}adYa#fc1s8A(j-;~hqJp6`$^3{^Une!QN
z-X=I&Y-vvti3S1EG?VpR5rG&!2F{;55uKEIPHBw?fj8>`7$+z1AhS-?9u0oLQc&Dp
zc;MZQF)(IT%jK$P%fX1qCbN?8k$JfPwg}TLKlVs!&nx0yFs9}ddK7zTJba@T2I^9`
zdJ!rR128<!^eE25<l1tj^;QpkZvfae2uYu3A!7VxGj~uFhVndB34Z6;$Qj;lL)?8#
zLxZlcxfO<!auvImg1g^ZMv+G#lfi=(Cl{O%R`9e6%zmn~Pg@t^qjD)5nPvl3X9V2X
zaTx_{%sS%mcPW9fp(J#E9D<Si<<6}j+Lw*(fEf8H0xzL)F8~Je?*v3EJE5_V?1Uxj
z1)~!NN5ynX(xCTVpvq(OdYPJX2`Fwq9t0=bCNR3JR@zK8o0^k*2I1quiMddbzLP{x
z*?UYQg|60=XrrZ$`A?!9UTHhG;2R7ex})u&$G!G5dvcLN828QtT@~1Hj=jNvh29H^
zOwF-TJ;686bJwK_pKf8Qhw>H(2MP`<$#!tlDTwP$Jfvx;CuRguYlcXNNzc!ACeUjz
zwEjM5#G;E3ZAoufdQ4ky5?wj1zC<jA&-=eH2?+?Sd%TZ5Ee*$l(TD1yIiAtW>&^lg
zx6h=<zXP04Mj%H(il7-&f!l|z?-q^v^*nX86VwEcdi*_()(U_Tdm5VbU~8fr4GaUD
zjj&_<jR%uo+5{QXB8eWjb%9}QH5qCx9QYox=ol59?K#wb<>=>bKwo-#TG+6E!!Mpn
z=oN;lpg?U>I-69$W$05nbTFp!!&pWXTt8RcXN!u&lby_P*J8LCoxy1Q4Y^NY_OHI_
zP}+nnD5z2q#{*W=U|xo39UBFctWqx_rXK2aJY!oxszyI^XRiFhEA9xYXo1O?dI_X4
zhq%6{aA+cB1$?R6tX&czIYs+Y*2{_|b!Q68HHnp?Lyxi5AlvZAKg|!_nDFojj(3yl
z{1i}*DdqdXp$i*|2<<>WML+n0E>u2Fh;eiBlb>3{h&Wk?Z;xvzp*{y{5N`Vz9BgR!
z<NN^*x>DEn9q-Z*&)SWX_*iIyqlRQm*y))^3$D56WR%%zQQ(g!ykx?F+iLGN1$GM2
zZ0X87j}NT@JZ_{(DN%(-+dTSWH9zS9Stm<*%i|^0hAN66345B`q>v%%{>%)fv<tu`
z)ElQ7sxFBmAxMx4Vvr*1>oXuFM#!L*q>a%_bW6^o8A@j&Ksyvxu0*#$eD2bZ>0bUR
zY874(vzd6g;TXS-exoll^`qGGspv!MtS`RoU&b-VsA?*Tt2?4<ikA-u9P~ud*cN&U
z(svsnJdW``QWtfOmx64M<=O77;ycz%i+@o7sj7kl!^;7Se&VAc<(tCbluLBXaQ4G!
zAzqjZdxnIg9i1xJYCSj7?3ZW?-NTe~S(<P*M=nYJ+@f8}#xlPZT985+QZ!~)0UxYI
z%W=Q8Uq$_LH*@J>oGO^(NXw&OqjH}TJinogxwXWb0HHpd21F3h1q8-w^@%|wVl`a*
z{$>*nZh|Jz>a9VKVb|7m6qBZmGV?6j0>o>V78RrT(Tu}buRrkSd?D4^PG0r7&l*CG
zT9(~@B@3G6>ptFo1_!h2l(m0C6{0hzrGi<IOFd{f@vPblg~wvdh*X638NHhE_ZpP-
zU440tI=K99e|>du?;JK+zn$Jume}ouKb<}-?`)InI8XO2YuLI=3HbII34J@K&^jP+
zIL{vukYCh3H{uO&TR6)sG0O0S=xU=&ozu^Y2r~c&-jUC9@VcunP?&7HALDQL;RAaP
z>H}$`FF9lK@e0mW7~JCQvmMV8;wU2SV*&-oNmcx=7GE~d^;k-nZmB-0fp+h}%}D&q
zO^=Cg^q^?3zL4CYL30mn_@31OKbLmsmj89a5zsFO3^)-b?=Sz6zab;^3`_;Usr!k^
z^5C(VrzsOrIN%`Z5?^s?D;4utewoi{;rd8W;s=rsap=i$XJ8`1m-C$AW2}Dcl4(sU
z0?e@hOg2OprWwnW#cnVrrc78Cm_(U$xw#@?;^}hPt7?ERI&Out_C3)f`yYue6qBMy
z>ia&;;@EBU&UUf{BZkd<VlLnit2jm)rZliKu4f1WPNcYvWeEsb2^>fv2BAY_E)mg3
zFt}kAw~J907R&;3C7-*|i=KTju;h^h{aFDAs|%@78W>-xAzw*TDzoT(4?!QQKx~Oe
z^|Ez7Jymlo+D7K`(3I76wyva7$ffhQw5n&kJVMLJleBUduBORs(p_@(S(5iDk@WJq
zOulAny)JEbRpv#Gx~&d2xvhU_d|ar99plu=9rr6rqLT|t<kK&wOYavgfirIz{awe-
zz(90ibaz_Eo=6bqbO!f9%YMgJnC^+JdN;^m@XR^DGOww-k?K2{<FH#qJWJ4!drl+-
zFnM7h=g+9U$)CSxGNiNM5NE71TZM|=8a*{x$)<pY4FR%|>G#S`Oczqcn3vK0nQ0+q
z^C??%`S(%6$&>5or1H&Q%H*x24<bd>6vN`3y_j2tp;VRMOu7wX8$Jw{brN{N<u<nH
zqY$;JEN;LbV8y@(#em!OMCyn%C>9f*tynl-n0VJRLo^&@eOU>Y;AL<lM(mzA7Prj#
zy?3KpJ<xGV``C~8;G8PWCBb>>Ztd3Cq%#h?+e+CFdWy&BoNN$K_WRUybPKSocAtze
zWxk$_R%X9K1@+znKCqjBnLM}iLuQzc!CZSpK`xQ?_gz^q)zwQM+dm#FVs4hA^%>E3
zZAf-j%S|svi#02#5q-H-GqWx|)ohs%Me-&Sc_$Xt&l=5KKYEOl(5p|~*R@(LK74S|
z^{mL(K#x-#Y5}Y%+2$M4wByUB$VWE9Ix{8542f*x^6L~7TFwfHJvQ*4R?6HVJn)h&
zu)ObXN!Z+1CLm#CsKe9n0%mozC*VvJ0_ijh;qM6eiIyu6Qs;mjow-)!zHabmJK*Sa
zR9viCo4wyu>yd4DrzhOg0?u1HCnoZZqGNQ{SbD)oy?4BxZ6q^;5S$=w?hN5^f~jO`
z?v6++8WFV4e4?hmCDA~4Rc@yAqoLm!uog4G+ht9yp%3z_UEP6?aM0!p5rqa?hE~$s
zs^Rc40Ot2nr1-H3z+Nt$v?^9eW@m-B#fh^@Zx>*qr6nld8wCTXp&PVTe%yR7op0`v
z3b3BTHhv~XG9}|lFh!~znbSAuhHQGerR2M!%)Im^!+QA6sL&#2ro0~^%kuyw8Xtv7
zR6g|<jd>2B=l`(s?{xcK1)z!>={To+_;&r0$3Q#%OB6ka8YwX9)C(Zt1<A(;6BH!z
z!sGam3>kne(d?L5LhEYR?kf##)NEM&5no+A=aAmMO4N&?th=5ZBfgp_qOvWPNJqcv
zWaTOXgdt#qB9`Nrcs)h0`?(-Rg6dyny$gf|dIN8m@67MD=cy8Yij+%WNy3QdoE@!B
z8Plt8MS8<c1Xi2nx%S+f-mjO<4gQw#1f{c1^V`r^eJMo<MN~%Gz!%L9PS(N;h4(<L
z#7>25IUE#y`^gz(ylA!+0JU{RB4~d-hR^{$l;zF+LX#}-(f)gYPMxa`y8|1Pbz%Ou
znMObExrgVB0D7g;KEUuPEkSgbC7Y&qbhVUk7yrW_$Otg|X9|6ewbcXm(QS(!E8LQk
zM+Wj|8-oFmhj(S;M<;i2rp;)SmD381?Cn6L2V98Kd#{2ExFZCZd%$I_4`xm*ZDqgi
zdkd#Fls^tD13AIFdV>7TsLVT+95TjA!KbuLKaHqgI!i@0Lc1P>>h;7=6yNiW7^b~&
z4UN&f)FaV)4VN+cm`^qpJr5c{t3G~kyiGUu_Zv7B7~vi@DdoEs`>avln`w(lD72kB
zmRV`|qW_pY&2X?Ik(aA~Lyao4IR4vZNloRp`NcLzFJ_R^0jcaX(1nt7;8)H~xz2!E
zEgufx*aOH!AfE;k<0e?J`hr|g&G5^J58zii&nipL>W+zbiTVby_`Y-_{!1CAb2x@5
zf*9Vkdhd-SP#A^N>{}*tQrxuoSkm$@Y^VHUpB{IyHnvUy*9S-hkhQQVU99CHY6~?)
zt<Wg61ED$nX;1kewFs7RG}>f#$YRccM<Kiei2C?{v1qXVH;V=<E60Dd8UOlI4D4+G
zS^Zy$1}7sU!~eTK)dZ@7VuQ>kLoDGAL8A*K?H=qRp*1u>S2uLiK~tCH0wn<<ks9J6
z1ua2LNVqLgE>TK=fAPpS``GjAKl7T+Ywli~Zf$mx{+W@PxICvJfC<wYxD`C805lLJ
zfEiGc6JG}b0D*!E0wfB-$tjyhVLqmBCM3rUv49E{KK>Pz7a0<uz|O{sa1mAt9uC;F
zodq~h0AL7-X()+FfIt8QBJ~>%AwB`HBygj^ARv#B2OBP^1Iekn4<S#ov;*j>e8TS!
z$kWmVU}$MM-q||{I6;R%vV;Z#d={txhme{X*+O6*z_^75CFuF14u!`FjsitUOmeip
zPYB`Uh#EqCjp}g=#FIw>9)LK68sril0N9HKb{4Ed;Ln9jas-mbA)x!a7PIe00gr$L
z)W*mmY)i<nnhC*<fe{3<g#wOYeGUYJfUt(&aDzXf+o#_M2muZCn|)JzrvE3eZnvL6
zTf6Na74sM}a0Te5U=Go@ms3Lk71IF?(BIb^L13=_Cd)I13*rj4zJ=hIiv!YD>Vpr^
zVR={kqGKDc05YLEhkEf<DVncuX;)GO2V6Ozt3$w$M7>}8SS}cku$fu!4fWlwNsh4v
zeDaN67d+7C)|&y)Nf;tyI9F<iK-=6)!A>^dZ}WnHB7g${A|(|CNFWc0&{Q2fSNlYk
z12JY_dPn~#3*NH>!2x98z6dgeZUx@{PWa>o+Aa)0QG`9T`nenXD;6>^0Kl+>23i-m
zCTtk;YtqXoeD$;U@52|G4;bykzJ>%2=;ibOZETB2$AEKw`3nE}^b1{*b%mLZdH;3!
zYLyoSjRo_7j)(*V5g7^vTu@R1kaQ&Id+lw+2+H%%26~e(Lz{ww`}^a(mPz@2+IQo>
z%|EN(*$@48tMhS(Jud{n^K0=1seohQ{Yd)tTlKX2PoDwwn|%CRa{tRa$IEVhx@(uS
z`|}%zeFWtC@)hM!sL8$*^YgsNt_|?1U%`1aJ98n}r@)^2`)rjj!0w#~)9C)=9j&nH
zt-u0e10lN3^@TWz-+5k3>Krye5aytMR;vz5KmY^s6L)LYXp?QH2e*nX`r{^Ohj!X4
zT`_30zo(B)Mnne)Kp0OTFSHl)S7c}yaA$zM5+W?m-x`B}1R}W5P6&Yg`W@(MPhvoy
zor(|=LFwD{BZg!cKxpGP4?A~fSK<RK@JDQbT?-}X3px@wB=1+ikU#+9h2BFr>=$;p
z$R6QJzkh(;G~RzOQ!P{h@6Ny7o~rX3S_&{^>sQh(xQk$n|LGSirWzZ`^O55V?RI+W
zC)mGN1OWoeNScEgvNajjtqRVLvr@(E2|)ut1^-ls-G7*Rk2l!HwUeM<{-|04UPma0
zg8ZeIJX2r!lv6FkwEf{{Ln8`*CCQ=pJ$$xUHEaINi+TS^JR>K5RX^FfBOT%fB8|fK
zO^5fH5!&IO%D`svWXkV?Ow=e%+Vf<-II!lNE(aSXTc@{Ikucx+v%y1#V1wmCQeYp%
zJXUsuoQsVo31E?yFOrw#eCU3hLv&?~HOdW#KmWGXV&3Oge3FRqG`9;)N>)T?^PKYx
zf1c40Ul}IW$+Oai)N)bI6aAQ;5Im88z6q|ntqa9%=ipvzm7Po24qwB`F?Q^3ZV}Q@
z*^)O-%W5Ioozf&`6nSzjb5&2s8drjCqiu&ZB3uufLwY3wdpkw%wr#B9eq-P?zs9c*
z-RwvpTVoLD5(VCPV5(xD2y#}t^|m{@MAv7*x|5+!Ky{Ts)~I@BY3-udDp&6sv98--
zV1qyIW-()J^#u#seOK?$xnzU8K{oic$rh$PNcW7E5t;My0_eDvDif)3$?lPvue5yJ
zz==EF&Sc0m!c1O9e%cPDnz?J++ElUo=b6o3Ygo;>6?|XQ<29AF!f5fp`Z%(|rrhOW
z6(r-0-e~5sen2g3%YuckW~_`>DWuvWeDv!Ga+;Tg-rJw!>BeD|NFIQKT*Jn`N=T~c
z_AB8*u|%-y=Eg%VnxnAT#g=?oK3yoAj87-`_7ws+xVD>{7@*PcXE^b~J@t&)pU1Yp
zK-Iz(M2oDjmrQl{_GkP%&)Iv_o|~iqR7!q{Ui$XEZ1)ahIiN8mO0>{Hmz6he%>)gO
zfvs}r$#<Swd9FtTh6@B3x1*%%`|C*Oj_;4h6^t3FZirI&TGT7gAe_v_<}d*de8(U~
zHR9PG{<DqAsY8&u+>%F9EC<MzT2S%!zcNSV<X6(|yCXKa@mNL{c&kH;bzgpQPlor-
zW|>Tb%fC67mazu($NbIf>OG6zp(Q^Eb965G8E*Yu*v$Czs<^LvFB6XYop~zqiV=IA
zmb<RU_SUld?b1$lgR^b;h}pVhEPg1ums>VMZsTh($K-Hb2>P^d{Y#Lv$iOC+A^W)i
zmY_G6lVlh^>~MR-uK5BrrsqOcoW7St!>mrRMT!=SSQMVLH^95yWJCZO%o&1f(O)}q
z>6u>juHVQgGFh0)OT|?X`-j=pFBn9+*UmP|Vp6q|W|Dg+L8Z$rt8<M)8yffk&re|3
z^3yMUu|8-ts!d51<Dtmz`<GCH+1Abp(B;B^0ko*<dp#WK#iB@PJ7MJa;DQ~?!vg9E
z6Rrog6LB~E4=mf*wbvSH{>rzum<>0!?z|Tx+Lk>yVX7a6qef#*uE#&$E=&`Nm3~F@
z^NS@Rn=&GB&Qjhd&7kY)F;_Fp9ExW;I*T*W6^b(l(>Q*rNH1+s0JZH&RLSEk1<F5A
ztIq5ha$jj!_fEC_6q8R)`vD1+=xYlqBAD1?*(7yYFC|)$OpYkUuGP^e*i(lZhS{y=
zi~}W$PwXRY%0$*nhGF%_9aq1y@yqQ5TJ|L_DnmI72G(+asfLQAnF4PPsz)V)@N12T
z-Fhyni?2wSv8f~{RZE+u*he=Sid%+4KCbEC;r^Hxu--JGcj@KaOGf3MnZU98`r2}<
z^dxnPF6bZe?6)QmFrNIS3j9nHFfl8?F;=5to-8zVUo2cwJw+47m(y$90YggdE-6od
zA%lYQtU*KAH=~@6catf-tTdo5>FU3DL(!SV=*0xXw=eA5viMW8F%@W%e1x75t5pi~
z2H0fy<6A3|fLUWDpn{khnkBMYn?y2fN3CnD;E#Ctr+1NvBJLfRVaO<(^Q13^0$2M`
zoV){`_YSsN&4*8-hLKXLW`raW$Kw4(RCmThjRs%6aE;Fht35KdM+Y(7fZ4pa&V@kM
zS!sj41uI(9T+y|qX$bo%+n4%IMXTJ>1=6WoB2Q)cs}X>|bBBCEm>wzJK$^7ML}L1p
zQ+Y<R0<%|$tzM%+U73QgR*z=gLM^dI^GkQVjeqB;!xHy-Y1`Y~C+zJcxFD#WQkqzh
z<}v~Tse{1RxF9Z0vwgyW()hN@-TCd^hs$+;NQuD`*RevUy*b7Oy4<I%2t2CF9h<H7
zM8$-ln||2kD4)=3_UKo+<(Q2Fzt(Wa6F`n(XpX{3G|8aD$>VB;uKq*H^?{RI_*FR3
z*sid!Ob=|7F`DMBh#^sraZ3I56xuJk8w4{r*HtKZrBq5V^HB4U@p1`c>DvgFv6*xu
zgruKJWET9BLkcg5Pt{5ZnPT*P9oVwzrniVcNjqs+`e*-!xRp4NKcDeY6B70NNzfu`
zK<XDd1kD!HoD}{snD})l5LQxuU&~VF6zLc$d)>)j2JMf}gSMn38YHgCS2_Bm>Wrhf
z8q!kumgJK@f8>ld_kB7-_c5ivas0X@6`>sq?Oj{2c=uIi16yTTB@A7NJm>4A&kh0N
zO=0e^??p}XN1-BJa|?ddD=6sc3~I!{PIw%C5%rcm^r4lB%!O!btv{~KQ&2aNB{aON
z5^Y73w-p^jq6aF;Jqu9m>?>41y@%25*%t-&_*H<B4`USt6>&mb#(M7kkx^Ibzy+cE
zLy~E#Nom7-PTmg3ANK7`)O8h8f~x_t9-aB_sE7O?hF&+PSuIf0RuFZz(bgvXdZ$)i
z%APu633+j<dP5jN@z~@bvRq_)W1R4LTgT+T;gZ$zCZ4LU<`#W}#hc*dYc!UVGv6^|
zdddZZK6v$7ZizjQ3gEKqsxiK|wc#B)rQ%V47@^jaF7^En%_KPcSJJ)dJ9eac{Ofd4
z6^!;63aYm<6SNi!3^XMOuX9-OF2_eBW~+~btT5<P0WTYG$-qy#mvGIu05J0#xiy99
z`m3tNS{e0A-a|`Q?yt=cL7RM2cE(Cr>2B44mAPcynT9qURP@rWU&GL}3lfHWaEAyT
zqcT4B$LOY+s=qqHp5KtRCf}c^iH~O5S!wbuL;6?qKfv_Q%+}`#V1fXF6Q{JzE`g?b
zo~t%opW}8s`80?uXpNf7?*8G68Av{tzb9E45<cWW#v*&7K^b<{ZKzIS&c2;j<-P`n
zp$N=QjSPQnCjH6={xa`#VktoVETk;O&g3ZcG<<J-Tjg1jkiR|<dIXZE$&)?8;K8=Q
z%}%SXbTTwS#zLV6bjLz()(GqmY1geDi$8H}IzPt=M<z^4v?kaL^(PhjfL(wb)DNka
zkinrpLC@USE=)(Ob)}smKLz7JEH^FX)XJEA1@pjqF@of3nZf#}@y4+W9Kk#l*r--#
z@|o5GEgE%Hd`}h+N#j#Jx;Wd9hC^GI?wpVsmF4+x((wZ*tB4N`RR!cEoQm<4bNmiW
zfA&k+gq>&C&J1Qj{cznC1r=WxtULd~gUb6T#9P|#p{A1Z+EF@#WE+Av=u=W=%OQm$
zrZ)(YDv$U*+B}1l6Qdv0O4i_7@;4~Q)T3rG73L^wiaqVoWa~5A5NyRqqgKd0KH{pU
zPxYp7Bj8fEstrfts#Q~P#bl9jzOGUm2uQi7V`$jm{zZ~O>2+f_lsWGU^8c{au`as6
zDOW#ajNZaF$F_KyZt9XX=f9ZIt&s<8+>EA4mdEg#FgoS;pF&+xEvLcEH(34AiP3Cb
z^?Pe{?hS+#l!h+C15z-A;fI(nA&6Uy_bI9z0h^HKY1o`YqU$K+*pIk4x=Bs=Cxcj+
zSQ;D87#<zOC`*jE8qSCJ7NtQS%2oab^916M7B`pU2J`s~U;A8Xkz%L)da>j+8mT<@
zh$aa)KWFcq7pD*_fi%eM+FTdk95-kZi#C_M9?gYXK$lI6FQO1sl4ut{QRRywmizi|
zR`O|s8*aXm(>7aN6Pt{h_qLJ}9c%Is9Vy{T*Um1g)S%VZ;T{HDS|Bs)3;7GZh>n$;
zfk3xfQ)XD;^as33_vMP=PGap41pZ;RACMu(;7&${$p>i0Ny`HD;hIz@#6;FEzda3r
zy6ZxY-VvM<%^5?BUafLEq3*ftiV<96`e?FHvcb8aUT(DJ<G2r`EG}@bq@yW3hEXli
zx)rKN{c6I*N}twRw<6*jZ{>1an(7Zx!*M$ywvYA^b;?L^JBKrvAril73+Y<$R=@8)
z*OXa3f`(22oN{<z1wc&CLnf-HrIxqjJFc_z(;NXj9amn<r5Bs>c3gXdF&e3;^hsr|
zD@!?QAsfOM(~qi%wxkuGG`6(>jV}KRQ4N1)DE-N%w~FodwIlNdSrU;iotOe=P|&M{
zA_8pPt2H}y<F=L0Et;Kkkt0_sXLBp&A&D60PS!H3BjdP}x?#40Q)D}>A;5iy!$6Zq
zig}g_Y$1Z;B1w+sqL%3Xyo{mosi1%X7-sG<uRa)>n<$a+NK6`-KVaA7wz(t>UG^-_
zt6s_IZpW$LXcc%LQhp;ltwh*w$fx0rr2N!;Vc!_dghffjon$U7lqKEQ(~4b!D0dOb
z`GofGC+)1kGZ298eZ(iqCAUx<alO{<9IqV26FY-bFv@}+Rh6|%%+}27KwFsu%a?-V
z>bwv09%;<HO?#%vweo@ew0SJuOh|rwd4XotqxaLo*xOz$%)CO7Et7RC9p#FZBU~7k
zc2<G2@?w&7FyOj*kF#hI?2)-a=-wD#m^Ls;u;l3w&5P{qog-tmEdBn?yL!Cl*Ac7D
zD`)pnCr6|VBg6L5MR_x6G)sa!nAIux;Fc~L|LU9*UamWv`Es<PX3_+9#lQ1$M*Gjy
zs~m?euCk(&?{$AiH!XDe!r!dO(dktwt|%+eoz_bPt4MCbh_8O3-lohHNJCb=XT(2}
zZLf-KUQB3W*Ys4*Rr?s&ZWEtVl#H$pVsYB<p8HwxK^NI2q`cC*&`}C?HIdrDaif(z
zc65E@u(o^)+kf0g<^}L8XjNU{yJ+z%@Q-T?i)x>!E~u9)l{+JAW}#07iK3EgcZJF0
zITH%o^0VBXDCgq~g^k`5X5EYUmi~Dq)kB|;Be{7$Ngf+ng{Oi0)rc<J^vk226~!2A
zY;B&7u7z<DsQMY<zfCu&mn%3*UF9bd%%kiwt~Pm;NQgfYSOMG@NC|1RPBvc}v>^p}
zxxsGF-|$~W(jkxvg8zrHa|q5XTGVKq?x<tiwrxA<*tTukwr$(C^~bjD+@9R3H@Jg0
z+;wUX&t%v7){5d`*8ip3Ot}m9J-kXZdoYXNxhn82ayC&AaZbh%AZnyeNt`Ctb^$!z
z)<RUm3jrze8C@cc-8`o7mR=XO<{+we`S+@%?Md%ns_F<OKb%LZsH%-H@Uia^w|wBs
z>5C#-O#U-(p?L9;{o_zRsLS=V4aHm+%1+Qx-2X(VI@A5attVA3V_felBRyqXBN%5#
zQKxRm)8bQLWBOiQs{PQ3=#Ib@IM$)ZnP=e)ZSN#hV!+>|9b9;het5Rsf1T2W0Pu*R
zn;r#KcbmVR%L1?*#<qC~(lcRNcjdDrNb(?~$6$IQDRK^zJc}BA(Zt*`9)gIL;LI7f
z?mm3f8*HfHztA2Mc8h6NO?r{LZhEw1Rv4mX@wMRIgVbohaVRTyGyhsjkLf2drI9JQ
z1YeDkebZL`Wq!1Kjt_SgzGJC>wYSgaHLsLxZR><ry5uU-c@J2}qmtosv~O^vQ%u%C
zKP`rVBOy&;72sC%(3ikvUJKMl&w@=BUP=w?l7Z=})l?)>|H7P?)sh2MSwCcHIBj#0
z&+@)R43Iba37L_C*dD%HlMnJ-#x7c(-C59ZUR0eYKKc$(Z$uN?ur|?=#u<L+Hvma^
z&wG;}n_YdHawI2m4mF)o)nGR$MOpg>I3NFYL)$LLvKbmdxH2iWw9SF2H+@Z9ZK{A=
zM+bBPYe`+vdLU#)v0DNHtzXOK?2<M(dEs!y36-T9ADo~m?wkK&`j3(wj+%?k&OB(<
zkQfCTO#Iq}RduIep`=}1fjwiFsJx<P*G10*`P5;qsh#K8XeQ^{t38${f0Q!`u3D;p
z?fDDUidkN((>dbpXeK+{tUeSu>BGx?q??Y(@)pP!no`K8VgzcDd@o8eIEiDr`W_Q}
z?ot~}^ONG+XQr%VM?<SS*XOSN)`3e@S5NZDY<fN}zaz)(_GfZae=1)p5o0g2^NloC
z6YlQbgjArvb8~Af4dBZ3G<g3B2-qO6?5OYD{06^)bvOOPhiXFjHZra{G$jPDgbirD
zN%LU(E!<6m39B5g#|>sA63ob*JuN#<0;Y}y^Ukdu3Di3<t*(WEx@FRbdt<e)_D1M*
z%2Z<Nq(G;KGu);n@F=QcAapZO%2m1e4e<Xt6Y|r%JD@xP#dVvUV%Zk<;}MEz<UC`G
z4SElW8Q1gqA?F)HaBDgCXIh4ChP0tpZcoQ-#Y(ppeyqbc9=bsAiYqT~Bq^KU1Z`3-
zyjN-9oJu3S3rBE<(`hkncz=a5=U?}{OnMQBiXloRT^Mlc4EY^A7SYNihD!Pm<*?~P
zt~GY-7C(@An^*(86hbFD1`(P|Q(AXlpRGC7j0^u~Pn*}yol#4AAiXh`=30gVaC7Kv
zRJg2auy37?R`f<^JLVe1@6&@SRa@*&?)@ocS}oFo3~nu7A+T4^J7o(==AOmofSnY=
zdVfa||9!zcm5t;KDvDCC$T+~edX<fqwM#wJy>}kwWXCnKYhkQ10&|2P2^E#I+Z7hy
z;%y*4RMJ1#BEHnE;pOA3h1PKo+uGY5NNFDhGe`w?BCD*z$fr4A>N^5a0SL)6X#6`p
zmh^g{{@!7x9}TEdl5sjb7g|WMPCU=APw<gmRr8k(vPagD2(^%LepbR5;I}e2XC6YG
z9WdM6kZOkFs*;#r%o}%8v<vhF1Z}-9WLRUu^Uob1r(P2mWc_Q3I+Kkxc<4uNk69{j
z$8Z~Pg}+Q~E4UN*W8s(-8vIJBRGVzYj%??ekz7wd_%`1%es5v5)I!PCa!-!4XHnVl
zq;~HXFyDccjy;JIR;5i6d3_4((*>w(F<eW)m*I`_ZKDuRW8nH0)#8<nj5R&`Bo6z>
za8k~O1{=tkDhYU9w&$_O&P;$mwSn;Yn8Ej|HJ*?a6P}A~My174=JxRUj4jOF->2mz
zN%XxZa8oku8*hHgV_W*<`^{z=5;5@<fdQulZZf<#4HaS!#4RhMb`K6xn9;a7@JCt5
z;Ww3R+&n<fZgQ4;10(6U0>uq<iJst#VoZKt);XrmDn~*jtMQo%o^fw`qPN|hz2wBR
z>*rY$F)7we-;;6{NwMtkC08Jy`SJ+TcI0w-+0h@pP+XC-iPQJ7qr~>cs)R>2u`pgs
ztd@y*hD5(9!dcdQ8}J&0U@pDkpxeF_48IM7RJmu#Ytv+uq5Ah0M<fAixs3>Qb6;I@
zVZ?ZEm_#>Gm(TS=+;NClqm$Sivmz_boVu;PyqDxgnxjUK;$u@HD8_I+6)nAS4R+8B
z&o<<f3w^*a(!XV)f4Y3~k7uX)b5V7ZB#Wa|J!`9t6Y5Ue-nEf0lu>3Gf#+LKEVsA#
zim#6+S?n`C(WIDh5*dR>by%EkirT?!9_$vDK6Yr|SI$SNl@YBeRp<IfzT+1(47e7M
z<Yy^bm?Nm?!Ra2)h&LsT5R*oAFh;j>BgT>2qWF@mK3Z&vB}pr-;3-JpF${7R;fFsD
zuFNExI`ZcE8&kzNquOGXw<2@WB6bK$87cA)*+b1uq!eX^scTK!dN1>kEJwe+gS!La
zJ~sH@Mo`;^)RScU4VzeX?(Oc43=nvKWTF0!%iG*x0;ZyR+5bUa4`lU!v6M!lZN-`Q
z9c@?uCVP+sY>Z1ut}WM-g`w8pf5g`zIs`i*173a3iyN9}TLA6oGoJfnqUyfdxJ<Ph
z-+Dm?A9^uHm_^n%uR7#o=2QnoB;rTf98v9nY_AJ#6D>wsEdTsrivm2^wMb=fJ(Gep
zjUbN?p0c%%(9D71TFAOTl2G|jX%nP3VQMniHYm*;Hv4oZJdev#c_w`7h=Y?9x9D*#
z@A@@uC`K_1!_A*=*{VqlVzPSy)fzsWE|Jb{PppxzP`89vMj`oy<KT{#a)oz;tT;8H
zy|p<hb9t+wJdOjzN5++*Rf<lK^VcTClqSDVAR-u1A0sGgL_*|bh$OZ&FL!xmw+>_>
zQ?Q=DSRk`Ko99RWsKqp&7H+57n1_l4O&x*Fma}10=@-Gl&D}y4Bo-V+XVzM^c_tDS
z^zWca2gR!y>LIq4K}e3Uc{bfQNNtP@lVst3-zaZ(b5VJti46r1hd`<vlqpmJ6GJhF
zT`Hn3qx!Cd@qbHxfrXo@<2Oy-#?r;rh1ei)t@J_F{_)Z{g*A_f>stW%s1c#__`Pu^
zc3#qN3obnf3mZlefPOYDHcH02`z!MHwY6Zoy(6ow+Y}YF6AuZmPX4-pnVy}eC@bwz
zNfn$BJ2r{Jyemhm({o2(w_<XgP>zt09`_#*NV<;T78q@Km!sacxNO<jihGPE^5vxs
z%|=08%XT=3($B)vKC_Lr!YCEyf%ezW^u(AZxl4cR1fx75yx0>MSt12M(bQtY9rgTL
zeEQx-${~sA3Vs#DsWRf$Lad8k!UrJP#w{vP4F<eO>MmBE+$!SU3>wx<*1AiD(m`i}
zajglIQfjZ^JwCasn9wEF5{LahQN?Q6&onx!iL688>`lz^!Z;s0X{T3%Jyu}Y^+l>h
zi$u>pmZl^RPoquDgd<p@-$PotP~woyenSsOFj`3Nlhj}S7lqDDcW8Ov@IXmWZ))bF
zG06K6bBx&0J{2Zc^o#k?-|kGn(+Tg&nabQ5v{sB@Z93JZYj@BQ-uyQ|8M5rXIJ+At
z95Gd}^mvYAr^9@>XTEfrB@+RWdKXAjLNI_fWce=D0P==wKYpijd}}m0(?buqi%&!J
zWJF;Y!~2405L;&)Q9ojP{2NQfS19D?9{6bV`y;bIZwZa<mOqWWF6pN6)~g}P2K@tz
z@<v?SWxvvh7poTNV06s1J>0z{3F%)_bch4tzBxb<G8~F!U|o)Mi>FnIZ;89^!v^m&
zuFAdb{b~4mvLvk;$&_O;7-I?YCU3?qC*aB3Cp)Br_nIaY`JfGNe=8`<A2J+#`%vN0
zFxu;!6HjXvYo@X)htT!mb>R!obH!v57TENb3rE6ed-^QwPFSoC?##VwyOb)4^vN@~
zr)1beaQK*6MwrS^%UJ!|Q3%TiA8zV+Eu%&m5wB~2R*^hhseYe4T{bDqa1aMAxMyl=
zO;W<wTz^m$Up8SDNAkW30HT#^-UKxF7&kLO$-V%#6`iL`*++awCdeo*4nyO$RgO0R
zETuy!+Kkfct!y?F<cP7S9W6$$NF6{c%1^;+6U{rz(NZ`rb-3A0e?sWtWA@h~<m<AM
zO*rD+J>Ttf<lI>VNY9!+`~xF)QY}%w#ip-Yzw!83|GDb>tVpWz*1eXMAo&Y+CP$_>
zu3I@Ks;-k0a^%%YK*I%7(`lm?NCxX%ZsI(=2wi=mXN=()7dX<kn#6x%cVYrdo50}T
z%9y+@X~!8N{LkY*H@v<;&_G%+tRIl_dhb3X6|a_x&`*KWL;0@9;yG`5eeU?T#EPbQ
zYW7kpKV7^4!IUR#Yi{G}Dhj6;C;mU<UiJH1@djCrkj^mgR2M7X*qJg0cA(7K@}vi)
zg&Y&k4$=jpu*->zvY6EbJZ!0W4h-<{1#xk9y!r<7h_Oytv$_ttG_+v?UgEE`5BmI{
zytNbMA|$-f-O1;-74PFmy^LM_idpVzObFiJa=fF(`Y*h5OxVDt$-Z%SH-#q~kAvm2
zRtyUh`9w6drQ+60cT92@%F3GTnV$3Xvp6xcWD^Oh6?G&1c!-W+sT+Ofgd)0L(`oH>
zPN@&+n@eyLFn#W<y)MjNMUhyAH)FJ`t=37Smt;tf%6~R~u*860pSfuNSS)B7zsugK
z;^3X$m7ka-%WQ~7$FDAzN5eHjc8t94TR!Y@W`joV;u&dpZP<BG>|DZH`WPV&<I-4*
ztJk9%ADY;`%2mPZQ#(M6o>)~qp+>1XCU|@_NNFLJCZ?Q;B{vo5IIENlLDD`F&w@(R
zOm%E1MY-i~P;81syA}b}#6Q&3(v5u3Ip9{{!Q6AwM#+@xL4g19O>Q(V{4vuLlV+=L
zIo_AL7$;u_n(c2458o?wxvgIqd#0;B5UlF7=a7NF<|oXUF}Xp%+AN+|?6O3^q<ak4
z_%w}t*jA{bknl5Kuga;ArYxpfE@gmp!ADC)A(b4+>a7oggnSDwSi+m{Oz8A8N^%EW
zWC+4tTN-vW=2jp2y`1O3Zoi-H>!<{fiRPf_hMTRDYBe%ZF9cZyAq9DBGoJ%=TUyq5
zx=H+tbP>E>7&(_!)L%kzV^%4m?v@0wFv&4eI@R`R<FH%}N*6tru+C;q|L#opM?Ec(
zZ+6+2v^;jMTOd3!SSkNfJyE&vR`76H_nB6G`L$OF-<9QYZD-t5&$wS&;_iRcdGb`=
zX>G={PF<>X=Pg1qTYO<h0uYhn&<sk*2H6ucfVBuwAXWc85Q-w0rgD(6!@JTP>ZM%n
z|57jGu}{vlhcT70a^j-G?IEqnM?xWCuy;yHwAJ!yEn>4qN5&via$uhOQ}9!l?#}p3
z*khmAwjyV_?j1c6+W`0k0*uckp4phsAoHZV<Fc-&Ge>j;oClQ$QS4?e#JE_Zr;BSX
z8#0NxFoi<+8|-*=y$re-F&beZ!3z1MuGwaB>-b<DmjR`*lsNt&^@9C^=QOH)`3yve
zf$43_BG+A4mH9A@L_B`knBOq(``c*x+cb$!tF*iJ6)cAGd0g|Os2g4ze3$G&>k0j9
zkUarMe_BYcsoA5LzU=2uvagx<|A2wm{ud0y#>(+u{O4a%hk>4r<-f=OO9L@5GO%;}
zKa)DqE#UH68!fcbb`o~0BLPAO*Vosyu*@rMotD24nc2bq(DrX_5x{4`XYGEkIm~XK
zeETkYHdlC5+rFk9U^QlBXo+M?EP)t6Bm}UxG1fDJz5(q=SX6BS;m2iT{4x?MDOmyP
zT=)M*B~r5V&(iLLhwSmi2;&Nr*48yfEUBq=iTIZb$;!m>OUCJ&7#^LNh6Dpy^W)$C
zVF+S>04A2+>PH0<G4aD50zM3orh&76bb!!Q@9Zgg%asGF=J<ClH8t~2&egAsXAHy2
z<{U_#*|`}4&}+iX)(l!EG}Vu<TKfYfK&5weem*uju)nw0Z)I^a0At^RSYQa|=BHf^
zY=Ms!*T^*naw|3nM55$5r<=_{qy)-b)lcg?zD$r(gIh9#-&ffOX9eeA=l*2pSO>%b
zs*?!1WQ+nd5rZGv8-?=Cs0a4x%?hMqvhwfkapNPFUoVs|TV{Hi;5nuQPDc-t%8z6X
z4op5pQP1Vc$rvn+Q|(jV%;E&Z{fW()4SXX#qZ{*6y`6$zQW-_>eSLT5sy&S>5Jy`(
zO}o#<w`uHNENxXO#i<THbZsLLTT46cr%Vpy5{A*2$AvDXm(=nC=+5r;4NENmhno7w
zY+ztIUStvY@(>~+`E}#)Z_sD#6x1QqE*OaaW>*$a91_r>xy|&wm>Vpe*j%pU3g1vI
z&g&byAU1GHt&HDiUrOF8T0?APIoGe<^Gk^Phqu=KUIa!esy+~_Ybbh9b$^_=pYU%=
z2=(t^-OwADXRuRH-S$x^pzpiSlgZm;9aMNou3F!zpDen_kd&&DHn2fmoF6eVQiwaS
zSNi%!(6lvne;^$=Ss*q@y1tv<!m_l0pBj+Y*vhIv60p7x)%x1fM?Ub*A0FTJUe`dl
z+nxF({MsULV6&gSHsClUv+wu8_n)apKJD+HU*BR$KUkwbt^$fSE-t<m=08h6zDp&~
zdR(==usR$U$L|xqB4Zb*?4Pzu)^oaCmA@K*Isren)m4>e7r0@ZYJjg3^nO}JJ-N7G
zsI}$Ice;j8lGRVc@yk9qe3UTg*H}&Pz9A^EZ@R4ulk|<AZR~%X`lk}Ohj!MFEXA1~
zT>Y!z;2L{7P|3_piOyJ`Dq+371BjQJuIfC<;Tu^fF!dB1{HiKipQWb{kW?7cJs#50
zK3HAYH^Do!J*e8yPoSG05Nfh7JeHrx72Xh>p2E+ceeWlxFUUI(wW*&#c6Ocli=6Mm
zpF%m*NM8XJAm~%wTbB4EzT3a%Z*;%BWUQX(UNN`cbG2%>)I2#fdbibn)Ve16ege3G
zP&<A5S2eDFk}sPZeBZv~vG3_#HPR1ycP(vB{(TXq{Rz+lLS6moTYal<^Z4XivBbIl
z38-~;`ve8(AbEcM{;^y?wwal!ec8(Wc$EzP>G##C!H**w!*+KEHkiS)P{LYw(WH?)
z>~G>CV3+Ey%oZIzY`omOc8QI+4X-(OyzO{sJ}uqDeO$JdSf`3dX&}oTw0-)8KqFC6
z{ii2(<hR9QXZ4trQX6PuaA<+^7qR$|G$x^EkDP3ehCmDb&bHHp!U<>lU0%hZ;g-jv
zgy+grsy80A?%Ln2%KZc}cj`?2h{Y(DUz9n8Gfa~iqosbX#)JYzqudX|nVlUu!~gV?
z1c_35{LfqwhIIGy8+sphY&YF1`TfTWBK-dv;c_63!5pk#+hSJ#l=-&vrH4{59!wA9
zn%{|9DSHaY_X*e>)$=xbwXxGdUTgtF^G~9Wo^tYTAE(<gd3fCW>8;9{ZafB4IWB26
zO{T4Sk=>LG#O~;U0BlU{n~ud7m+dPxn+|qRG%M6s8<@4b1I<TB>=R`xBMn}f?#qT)
zpD3H0bE)7h98;CIgfE4eZf;nE4)l&P$P3EGf!re1d&l{`p2{Le*Su<Dmz!d!^dWSj
zZyQUJzNiDS=0B)y(b{nf@|zxMOO%ufN&eeKo9bE53yC&ztbDN~t7R(y>F&G62Iu|h
zg#IBekI+oJBc-<?!gC~dDkrQOR2Q$%?1cv(P0#P$2qLqejBUqBj}q%_q5^;66{6w0
zE%5^W7O>fYblOhT?H<pO-N#ijb;aY+I<c`OjUtok`~qcLqJx9?e!WN+F{?3-LeZ^%
zt5f`f@ju51uu^V>HJ&gUk)8(XEIQ-}z#R?2qXDKP^82(;YekuT9wFFNi{U8END;*T
zOrB?b)Ez+kfN4(Vfe2hf1#++|pIJ%?`f%XJqUHIU^!LQvbRq>xTD~{^%W8{?b>2T&
zRc?|MqoriJE^kLl>fXrppCyNNK^g7F@8Ed1(F(06Ojt#nzal!O%RB=lT_$Ty$W<Sx
zpj~*KHm-7(<rZ9$3t!+<$J0!H@^<C}wu?iIlIblUT+n_)fRf9JNc`rVUl3v=ns+q|
zxSssy9J_I=XMn_G_!7xLFqoQOgdK%F`n7r|#@Dn8O=ypQl0)b2H;XD^yp5u3T(?K*
zES9Dtp`n%|IwXA3xobKt^~paZm}_)@$M{~f9+2H-Ef*z<dU~gT`Ik}efJXPj2epBY
zKsR-s^56EgwZ2O1dMv>>Z)|W|RFD6NsF~lQ%OzR4Q@_pX>Cl*O9tUm2X(}iZ^3A9L
zhPQ-~r*?k~2HZ&|rxRV}a(VSzhJbT&9~n}JFY@e_ygr#z@Yb<Y2+s2!Bqa*g*P*Hs
ztG-OJtOIXGR*m1Bw?|<wQ$-ptM_K879Ln&`;=tHNL0G8`<oEY%$cCuBcf6Zm%Nri^
zg%>y-^aK9LU7)4S_IByvFR3fAGEION2k=$Dp%|V_m<0V=&ut~QBy+uKPULIHL{LA%
z47^-Broo1bWrUHbqh<paCb?u5eu1oH!ddScL}BtW{h7=fUc_Ww1iS<Vbbg+e*&O-`
zbM_RFlBlW*rrR=V-L?$|oy#cklvHGkZf;%y2{JNls}JQJ`O3=j=^F!l1CHCi<oAZF
z&45Q3uz!yIyLmX8%;<V#BX?g`cE_(l&V#g5$X3|Gh7&8{#bt|(5KW^8$xyG_igPl)
z3}_tnX~Hr$G2gBPSO0M6+zzQ+2onwb>eZOaMBxZXf$Q-<aK@FO4`S;G2&mSwZBKU6
zj`b*1ZklE`I{AU=D8PjhME+4l`t>9Y%fw`Vc@$edZEcst+0j&tD4$`y_;7{vZs2X;
z$UPuIUC$mM1)KOlkHkm@SQaJ~&Q%19OGW8aSdN8cm0YcC_uA1sPtxvtxLy0X*~m3b
zBIcL-%w!`qCGY81yAzio-apqclX5;B5L3Ehm;6Xn9Fcf%NkfW7cg4-OIv`^GJ?7d;
zY`bvnm&@JUyDuv#5Wa}Iy?8@>KGS-9->N)ChZlQ@I@i-5flQe~OcO**g#&>?JGE()
zqlRHWsz<BgH0PpwpTkt7Ve?3aPDeCAyly*tI*}gJr2~6~eS7_y1D$*{m0N^*en}-i
zb-e>Wi`A)DuAoevVyjs{H0kdGdi9*FAW2hRf)hf1ZRh=4+haL{58LnO5emd4Hg;id
zPhf?77{(<xNgE#)v0KlD9sxp=-|0<CxH0~%AcpKgn#glhez)UIdYDK#11~t{xJ}$>
z%IO6RhI}|fwt%zIL*Sx`{MmLVU`7h;vBZ!7)QbK_%?e5Y-`d$37)3Q*i($~s<-L^j
z$_G!`t+fw3{RJW0nE7Mlt$t9BQ@tb7RD9aroS-pg%`!T2e`{lE;qzw1530nUTL)Ym
z{HJ)OefT@hvsmn55|&lg8M5#P|5F54xBj{jyaAx*;mKw@ooUiqM2-f#C1wc-hz3&p
zpcjg4#`UkY<)~w*r!1|RsM$9J%Z2XIHtqCYOovwv)S601Ci?u0fBJi2lT$Yq1QjVV
z);S;L$?*|Ba$HIc%x#E_;)d2Rdq>~Bwb<Xq$TgxOPFA3;&R<xh-h(4L&4=h+pMX9B
zgq&1FRamMdp}j&^huBnEsw=M>*wKddX!cQ+8J1~QTETN7@&i@?Y9v_ikEh0jqW38?
zgK~%qvrh26&w9TyYWaOelWWRrvv$A{BR*ZJl|c^crB#C(T>Wc6kKF(knTFrn<ARQJ
z7Z+rBfv-Gm9Y%bVjoAQrP|++AB@3X1OeB=RqM8CWc0BDG1BG?%B)+b$4ra5#gXKE!
zq%*|ikbxpc=!D!t(GeuMxN@(jR@7%G6#Xj#H*2J0v0pZL{L0An7`_WHTc6d0#$vHL
zk+i-12pP#I<P~q69#N=}2fA~~JO$9@AX`6+x-<I7QB`-<(E{iL|5l+<(PihY;VaEy
zPp(ABz0m%kxhS1O!7HxWQE<1V$*u3nRUQzioD*|M@RG+!j7T2T(h~3=g`KLGYM#%C
zvPv%pALpg_h;gE_hkW!|m3;UNZdu9tWUwMI8*`WWT|EL}08NDnSX+pbWd()D%|UKc
z0)0QLwKttPMu1ed#`LOu0YZ84?zq*<T^ZY2+B8ZW3CM;;$4U5-D7kbh#=19ecUUHd
zIZDBE<{XT<b>wtKNM*<@$Yb61d;_A~DHp*kS-CrEKq4rcwP1l)#f2$iqHm8T!XA`W
zB4e_O<d<=Q%s(f%N31(xRFtVxb%|({{>d!)LfDWUkM^XV)DGy8wQzc^by9a-E^?AC
z@hS|-ozix)mI#1Qq0EJ*O30k)K8?YgyNkm-+YyDja8+|wlq2zu%@2ErRlD=WvSz#M
zUeE-lvJSZEFJ9~VQbzP)`&+jI4M3B;5lQ#cKe$+f>t-kC8%$%=9Gj+tO>s?L^=M2|
zWr1b-c!K*0{-tRsT*fsna}t&}-)NJd%XvK+lYjQj9<VY-Qcxp{r@KW25m7Id3kAnc
z3UJ!1w*<QseI?<Ph|jV<;s@Rpv8bhY)o~j&mHK_V)oUqQc54WMSG!-l%~R;caN{CW
zIIE6mfii_Oz-C*AN;C)tenO{Yn{aGK#x82`4ulg=b6hUWNX~mZ|3Wni>O1bQBAJj8
z;MtMfpd4<+Ht}b`*#RE(N~6ZPJE)OWQZ$tdc@nq&_hx#FYE*@hfC!Vc@Gp7+neu^w
zCk@+!%ZcJAiiVNlxAG2<d&%8Nt-TmCEM?OO`gkN$cC0~Pvm{+7b=hqeU6Zs}3E|s`
zmVpR@nd6<)#xSzYH9bmbrFc`pI?Rd=y=*V^+|`CFDETf6JCc%3B2Blka*fV=8i0v`
zi@nO@RM+dczr0RE;CiK*#k9Q{sAJYC0~^7}>H{>6rd4jxNRHr)3Vr)|1EXt=WFCXp
zNPxe-YPEXE&BZUpgl54nDpHdUCmNOCNk$2oAn}_!#qH4ZvMLq^N+<e^@MNwx&!;c0
zG515_UPkNAb4JNFQwsbXu{qe3$r|2@h`i|7B@Ae!3?b%Axvsvhrq}uXeAm`YHAsM8
zEd{9~BwWAy&DUMS%>84*TAQ+q0V)<Nk*6%+@%?ZH0g3aPYZ{2Le99axtSlU?RVqcZ
z=|-e+w5qsJ1G1C0wycr*I>aiReGin+)7QpX$m;kskM<Zi>3i1!&(0N6U2Zqze7))0
zt+4@Q71eP`kQl3|ClRVZ9*$`hX89myLn^*reSSt~!^Le1w051`9TP98^nEbJ+pu#I
zIE#1v@w`Pwk<?;^o+_a}1+rMzFLgL%Z|adDN*yujTG;Vca39SL2;Ybh3Qam?w!A3n
zuw;D1gT7&{JiJ<3-GA#VOODRTY)_%id9kyyU|cAl=bC`>n;J+%qeYB0v%zQU!0u}N
zCrH~m%d@;A>HZcoIEz!nay>z0OjmSO^(t1UG>*(r1lI*u-B3O=E4%sF*xMkjLozl>
zbUa0ky;v{v?(-}tYOEz~^sl-e#*7RAwvMkk{iDPWzF8G^@!E|<0zq^M(dy9e#6@9e
zS-cnNf`=%D=3<vggt%7%!FvZ409~JR-1)#BJdoGoeNV@L;r@-ZLyUyof^#<uX2RI!
z?KK{k!5;T{BoN($m^sSd3o*TSua}@GlboLB?;<Z!VVO{E1Gx{oi34JkJJ(##q1DKA
z{ZEtm&#zr?Vy@l962|DSDP{VV(`*f|y>rxtzS^hKjn>}A_WRaN)jMT8APDmsZcB5}
zl^LO_Qp}JU3tCpry?=et!Xdkq-?bQF>1a1^t%b&atl_JPC8Ps`ll=Pp3<i$BlWnn}
zT0=I%iql;rnu6b4?xcL>o$l^lP77Trr>Dk=9NGR_F6_5^x4D3iZ&vJ}U-?C7AjFO-
zP!<-sp`SKI!pfPytkIGkT2k9?+c*c8QEEl?t5ZvQff_-pqL=kmlY01sj;sj7_*?3Q
zF8Rs_d1OK*JBvfJzbqpboB4@wCV4ydi@S5+Rp+(z-xsrk07(7atM`~6eSnAS*_gH+
zy(b&BcxJXitp|?Vj6S@94!Ap<g+Phh<;E(@x8-k8VG8~F+x)lH-chYLS%sDBA<IoD
z%J7~QmQjf=t$}I<&u<TMPD8Uu<L50oUZ_O-3WZg-V3O~;PFnw*Z&QPEDdT>XC)gX$
zuXSXWxh%+ohPJ+)m49ol*dsIWAz5-Y_e_MI&RSaB>n4}m)e~C#QiYM){j@VI48=$B
zuk4BMk;+Bx>Rlm$3HDC(F(yv4aZDqXq9a00?et6|Oi1<<uj8ur_K+VGQS@iCPXawI
zB^n!>8Q0Zv7EQ0K#O4xdq-(9WCFM%1-M}kQ{ewGvgo))BMcQRQuIJ?cNM-$P+Y_|{
zuN~0OOQ{l9=fCO|d8_1uKzNsbyJT<UuWC|_tveD5ncp=|<&7BUOjEWZ*~4_`n8v{o
ztPs#(jBCS{J7Ok&bJ2tN_GiePiP~{WIgSA0Ye^{`)L-I-;3_E&_jx^9eFi3J`1%8~
zQ2F-)jJ<L6QC9Ow=y(dpR=o@jwLeLPNXhhOL=b5Sd4a5E)1d}zp9Au4vFC|a>mcV4
z7-FBZAFDZp49v5uB@6a(JyLk(R7Bo57_b_r-kW6<s#1RIrk+~LlW*7>f!T)zj!qS-
za0QNHzsW-K@>C_rrCQ5o;PonLyDwsOrHB&|3PXSRMd*7%qfH;=v8}wtj^FBr^=fQ8
zdO~$^v-FdKsh;*zBC|R;PmYg`E?3vPLdS#vUn3q@raoaN3%MC?G<KHShY_aHOFTAt
zI|?Y1{Govd!^PWvN}?}!ReY+WwwE?frTp0TQWce;LL(CdJz!fVaw8O#w7GYab=8{F
ze?u&q0;&Jm$948MLHetE(Z>e<o~+Gm+3TPP_+>qX%ZY{Z4^(9FKX1k&l4i}54d>hn
zLN2SBMAO{;!%Ll1pS~1vK{j1j{pFo&ONJsaGFNCk`NBRkls%udnLSyX$?|KO(8YQ{
z7b_j$WNFZ=zE3M|be`7Z$fHIbt_WGPrwW4LV>OOaxWEzfcIpcx7G7l*QjAOK;ebRG
zJUi&siTaVVti_(ih!o51@mCtY=lI@T&k_KCW6ls@3nrT}y4RyKK;eD?|E*9DRB0vq
zBt8S<O?XflFM4b>xS@kJxucYa*P*OBe8pTv29*RPRQ6dS-Dx!6piy!GD7(9?N{`Pa
z?$2@m<Hm>+6lIsp^E&So9Nh%T@m{em&_I%1@ccyWT=K`t5ivZ5ln!72eUbKM^Tvsk
zvgRa<JHwQ3h}Le<(n;OjbKc?jW(#!A%lm55cWHY|PD4{G;*-4dxVwD?6l^x%EX=Sg
zc1nikC=!<L7*>Ye>QQ1R2EjT|wRN>-LkgDpuqe#kA;n2|JG!W=ltibVclKkmbl$ks
zpSE;yZ6I@7mJsbI*JG9d)%}`Tc_QxESW{1ezDW?z>oQmSNVq1#@%(%UscK>U$R);s
zr1hA^M?RSyOi!9G<F^Sdk2_fAbINptsMv4ZnQp@|sGM2HT?Oxl<WVW`8qd#f?C1%5
zNVwq+<GyPA@Ov<?YL3zDc=Uu=n^N`{q5(VgW1?lYPGGX|^DCnye=B=1EBRv+tW<<m
zH-Rj$?`$yj#6m9uopV(WdF5^sXyIl|jS4V*X^g#BC&^r__wDubX_fT@_3C%7T>Qb6
z!)beIr0smsc_~J4gaQZ2<M25m;l;p|&)MU{VOvi9hZ#TP$ffce?%!?d=0!1RvEdQO
zqjL1;4r;Qmy;q6Nm5aQQ^0IU!+!w*_m3omW1Op)_mvHE;E1+(kK^gt$vIDeb^pMDO
zyv?Cx((COoNz(~tw`|Yvkwx~RV-E-MOiQtQAQmCRDTj=NqqGi**$4aHtJy|4b=V?1
zxrv+i*Tg5AHAbZpsi-P;V~2ye@p6N)WQdar1Df_?LY`3lSvQDuC?i_EvvuSLvdb3+
zg55@!_3p`L4)`^|ZjX%F@9J;gpPFys*e#f=)Mm3FK`Ldj)MuYc6PU_PJF40Q58wQf
z1{9daM8id*;a1QQ9N!{cRInaT8g$qar-||03rC{49xYy+B|sp*@(qqiiykLa76>I`
z4RYgLqAI$%JT&jBo_UPL?RuI9-AIqiqBFkEu<M^b_IN}nK+EdoDjb`>&dt)DOX-&c
z$xXEbDQHXS=BGE|95IfCrWBsF>03`&8~F?iH9J<i;pSTLh&RscbB)4^6ziioYGoAC
zFQTH1JT`MI89C3*$73@e6xdnac5UgU&_3)X6jO<d^i<=>bWX8XAG#}n0gfzPX5P<a
z!4gyn2+P)y!mA7OH>AvGz>3WI`Jw)TS<cybYECl#(t~rlk%OlVxG<aBn~-uMms=hH
zh^%e6Z=YNuT~=4z!>Sm}$@v!n9Q%eh3p1IyGSOh~&2mcd2s0-VTqTLy=b4nD)~&qU
zsf3#_<8B{{>A1ZL1CM?(b7?0?i900B19Dt{mwPKTaFV2Z@_iPXo`(iF4fyF)yQ~b-
zg#z1g)xNO4el-T)q(cwDc{G+IfsMoc7kMn$Ee5wCH?Z7gp1abMj%!5b=DQ?yKYEKP
zarzNvybnv<r2^DT^xyW=jTy0<bMHUiFAP4Ay7j+`M^YqUf|WxKV-5d8kqoC^GA2V8
z6cZ4A9!Q91T;SYD_N1F|)uR28#}T#wx{D$Tg(VVK7X(Gds9MBbdPbAaoXuBJiYJJB
zAc95j$C>i7EP%b2Pk%aa?A)Oet`RUE94G~!%p7RE(;ZLg(`qSc+>RuxZ%U)LJn!P2
z1LK81rB5@MDdJ(%6m%+$^>~)KP##1oR-Wuq<H0cdh!*g{N!1Zip>e)8=%>nYj%V6_
z7CYS_MrnMIXw*bSL}WV$sE}x5Cf>cotwCz;)B)7lW`x$rR0HuMe0nV-k`sc>q>kWF
zEG4pXjU~^|ta4B!luU-qGi+0$Zp|R@pb83HWZ<o8_oMT(EF0P%$2C&IuZ$kh$)jgk
zn+1Q>Z4Xp!+AJQD#+=KASKY#vIUXY3plr7UDKbphmO=?)_dF*X0x=bEfL3PlCdc^7
zQ5VTRuP6>1Clskw$8WcRkz$Sv#nGq9ad!YfYEK}so<vLM;Syk|y@f2pQtQR{Sy$JP
zDW507Cn}TkT6_f#UaZ9${}{4ZVkK>DqBQxBXnx2=!)VgGj6t$>YNUZ_5^-XjbtpP`
z#-lF(jRs6sPtsj@qrgPwAj|gYidLnE49BR|_-T1kauX*YsSDW7A#Gk1aRsJSz~_5@
z)I4wG@%DJT?!}Jq{Vkf6Q6k=z>~N~qSDQK*HmWP1XX7+b|CdW3AJ5`u-b~`OI*8OL
z8=09-+Lz1u(?JDu6`B~>`J3Nm9L3UnjHryBk)VJFHdu-dD0&LUT4ZHzs4Sar<SL43
z=SIZ~u4dszlOhG`9O(H9<w^V4vn5EjCDGZim8VZiLmD&K)3BnuPf~Kq#BRp9qE(<k
zJw<C~h@`%i<+-4JyQSwVU)+t^1X4|AD5`ZZ+Adew>pjCVnSX$7n)#Fi@Yr)Gz8o>M
zo6=IS4lXlMO@&;XWF+|I5nkaP5kDTIQ)&zAc~oZ#>CbDQB;lmeeuX{l)Fu-((Ik8-
zMJG3(b+$*>Cp-SxKnIDJq-GA|npe3=l8YbwsrH<;M7QE9e5=bJD7`sCx9NyDvcA*R
zYXh`n?er95-#8G1JmiTiV(VL@dH81%z#L&lm2P6HM#xytwlG*dx8;+Ib!q60Z#>&G
z3!T5Yq^N^pEEa#37DrLi_2>(QQ)#G4$+dB9ze77<rvUirpT{i;Kju~CxXu7*w<~T!
zN53_yCUm_z>}<&pcpUSn0HJL>n3l0WB+S1>^sUt=&kH&1$5IN(of~yGc2WdL2jOS6
zu$Js8o^b?O7JFQG-MH(9CMV$s%t%!+i%p}^vT@bnhM3MH#W`L4B7m4dOXsraA{N#1
zG^X><K!CB!I;1w4HfDGX(dwTX^5j!eK==SIdratW&^2#Jj7mMMx(l8mm5uO`MuiB~
zvb_YHpq3@oHxP|-DK|Ms*2a_PznQ+Os{PY&79v1{Drtcb<`DPF%B|EQWX<g}n}uS?
zdU_fiK;IyCLdgvqml=h|y>y)_ZUA>s4(jQ`_qsU7=+hPt@AQ<upWzx(sRy3g>*?v7
zw*dQ&u;E2bpS#I8ZPUtE18{nnI57cW-souVR;IY62t);K81~T#6KMbTouUPqLpHML
zo^%$U_?Y)dmy_{wHW@P_0p`3F^VS1X@Ng1!_5hE3T)RY;9k9iPayw@T!NqIXk{m~^
zpTmSib7U@u%s-)#*SkOBLnkrf{)W>yEP^hmZ#u_TK-|;2c6)s+!^mjd#svll`gLi4
z=?Xe<(DlPL;)Mf^KxS`g^PA~WJ$x4!ryoP(lld6^h{KJ*jkU+nf585D`fPn0J3`C6
z%5puCZ&`{aVKDKn$m$7PyxGaMbA#z`Efl%9nh^w@NR4!*90guMxT=p3WImYXegI%f
z#blC9ig`^z9>*%2u1N70wWqs}m3jU8reQ27rMuY#^6&J2%e9#O!M54l=bWj0cbqKl
zKLz3h?k14ZbwOZkf8Bi%Idpd^JT;>j>D3{)afOR&_SfeSyf*U^=vGXO+RE!fUQ}=E
zKaW_kMqhh#{9&t!)+A*0T=upYG*mW}+-?<$prGwZT|Sl7MQ$)a^Vj|D_&W(FJmK{?
zE3u{<y}V0OJuw;2|M)jE1`L3Or>hhPXXi2>0{qCRLHguvOBBNO+06QZm5eewya7E4
z%rhnE-a@G{ce}XbUpOcHoch|nh22YbM)9qQ@dec22YS+j@v8Dki*jpKAJgmwq<LPy
zzAAD1*#tNF#IQy53~BvZcN^w%Gfz`6AO(pCTvWoDnTx-3Y!uNZ7pv{XN^o084)KAA
z!SExEP5fOn89}Cf1AKV{Tb5;ZCcYVpXeW~+aJU>6G9qfiMj?zNW!ESzw5b*}Z!fXf
zlh_UI^KR|zh#u^Qb{}0CMU51_CVO6yXQ~y{cVppBF_Pu?B@`U*K;K|wnSz(Z#ulFi
zab#N9Vv7dP!vqV*OS}rFW+D(am2bONWv^(uG-)OJfmKpP+C(h7FO*#w!xg>Sh(C%%
zJgp-ui4c>Eyj%d}TaYwnZ<iRt@mP`HmSPfF8{pW?jXg8f>{{8P>z|5c5qU|#jhK6X
zDhmrKu6>FsY`^r$*|cDQXONRxNIK}|5<fTqH6;YSb!t(3s8)MSdZfRluaena*8m-F
z|LyTTeJ!{JtUF&k<>!f(zSG^!XK)&#>|RNBh?Y%=NBm)%Y%G<gSd<D4++<|QLVO;V
zU9a5V2L9z0rubr`dypRO#h;?{zLg`H+<~&pT?KS@E}0AQ-QF+eCCIv96YC~sTfa+g
z%oWUr^yO}AwNgSZJfGOboR7KQev|thh9E`#b*Ba99z!nR<^bpc;;Q>3H^DGN;f^sO
zmKWA(xR9?^2J-tes;j!S8bMoAYM-@IL|>pW5k?z9<;G%VVQwN&iq*T0!8rIc3j=;9
zoWJ5U<JlVb-1L0&&dgXIb^~!U$#c`xu^vN@oZ$#a{n;#@B&;HkhK$}xl^MB?*{Wj3
zYmgBqUh#kk?r)XRn#ix=?9p(NpMGcOPYo_m&^CQczynH2p$^R8XJi<u%;=t9Ek{hb
z_xGX#f%F_`#OQ51z_e@XGOU2Mh!-OrT0%klD#>{y2MD(&VJ5VID!wq_mm@@%B4^r*
z<Wa&x=Ga&$x|HJ_7Ol4vr-`I6A2a4&&ANIfsJho)&dN-YwEv)JF8q|cVztE_Zf8=h
zNo={+-RZynZh^+C5jJD!!OJcOR^aQu@rDlqExMaj(BvW`SII0A^jA>MsGrYmdCuy}
zq(m5$^3Kfw!nP$z2x4t@QM48yH)VBcixKC?;l5Kk$%g!?AfniC7%nG9SiHHVaKXzE
zg3(`5<UGg)uRIQB1yvToD)dUJ8M&{^wT$zO0CQ<Utj~|0^`{Pr48XrSU~Ql@xo}c>
zKahlWKX&_IcKl11Tk3n7wlvA*J5hUBH<l)^`$&PVBd8HhJ>XbRyjYaXXEisGL0-l)
zu;MQSWZlno{X2pBlrF!D4fa%t5^+|^R0xV3?g;N^b}GpCqJuW%unIPb7mdl2Y3y`h
zItg|l8W|kR8KHmn?GBlh1x*T&K++&lim882sVI^lYGJz#@g%+pmKHI}v1d8;@%q!y
z9a)Xn>v32s1f9A+bV*Dk4?TwV=F*)S!qYdWb0j-RP{d9Ho8CbD_H8Lro5HWc-cg#|
zuBRN6c53ffC8?_GJwX&(Bw<~WSI1c3C*J9xSGU&Y=diJDts1`8pG+!E23eBl(oePP
zckM{b>5Ffrssf^mhTNW<<fz-;y4*{c+K;c=VqqWCwb}QuaIG4<uCczl+h1L5^Q+H!
z%nDQncNA8viUNWS4I+z#E~Xk&O7`1CN6pAtM;p3_7O{!BIn6BiP&1%8zUbQznUW)P
zO;0PbRLb4wHM-v>RgKV~NmK;O$-Zd?FW>F&O+H<pH5;3&Ngq;n!y^PayiJRLChONb
z7)NxJ8f4G@xKfH6OK@1If+hBb=IfFk|1ClBT<Dp9VXDcTNyX&l#V`i#Obb>PPtBTX
z_qF|d<Rc2X<Xu6gLE7-o|H|dW$*bvGEF6LRz=-vvOeP(??3uERaJ|e<0h5xNP-(bT
z(_Y8o-(Mh)9H;mGJCQzZFDEtR6TvyCK*4By$MQI@`pNoB(}(kJcVr}ZT9<4TcUp0-
z85|T~96t_wq|w+@#Fei<8N)Ct5N?1c5pdRD1gkw>xBAgDbwb+*KY4*266WXVWVME#
z!An6ld`NK~ga(Z==#(OLQMV5hOtB+r`Vc{idT9A^6JD>-kjT_jk<#*;Tx>^i(bu>u
zkaN)X-2UOvr--EM*>II$MOg@=Ij=Tm4`}W?#(UyU1T|;A<_-e3KtSNHe;JL8-D@pA
zY2lD~ASasjEv3d+#=B5cwrlt01SDIRsnB6?<`Ia{&>ml-)-Ah#mF<p6N$jAb4Ky>y
z=1<0a_D36@nfzR?;&LM=PjDmk^gVaiW^}5tlFsDlocx8@q5ToRD&QIsfOO)=9c{)n
z6XnzgB<vU9RZM|*GUKk2_(6j<(tC02Ln^G7c&Y4IVpmBCUp^*dq)WERkYO=V<^!x*
z>afG_--CC7uvLS_fN4wcbBWR`t5p3Ha+VPP?dGl7pH<(hDzL`GjfhzZw_IrCf3cwx
z<h%TM5Gxw#qNYDy3!%SKTxv3~^?Q_5(Q?S6;Rz3dH-p7^Px&uX!PyiRrfi&NU0gm8
zyajl>b1x(ELx6;OB|TJdS<RG?cq6Qbp*xsxP#<i0sp}2x1GE$7#c8wwCELInAEUp5
zLN_fTZ~65{lN~an{M+P-9@NwsQ^j9p#?meYFV*#txkCzMdwa1N3ErO2;zh&2G$XQ*
zV9%SkU|K0vfkJuJf5u@Evjh$Vok#x@qk51}QO~ov+K}TV&FwuZ`UK(^*j7F^;lMA|
z#~F}uIHBf_+V~90I5$aHP~UDp2;1vm0=IwvLTjP$$SV+rrEgvjvsP~lw&<0?D#fSI
zWqaCZEm6?{hX56IWXU}f+l#yzitH;@BKUkl1iU~lmliQENjbtRzW|_E`bd+{eqb=C
zg4r!GJcJXA^c-1(CVV0tZo>uiE`$n3iaXlkJJe$Eumu}x0PezT1ctt)WFe@}BarXo
zy5D;^^n@4LTkoWsvbxOTxt~Zn8vD19x#96EpfLxEW9OZ%I9hWhl(2P<tTP$k=GUs+
z1hg+t{{GcEHX0&ITH%98>fHwOzp|=f(o*!5l(+SV1Z7$6Im++p$tPiC3gVMtk~2fu
zOxDY~h!|L{<2v;2{#y{A+{&s=@Od}Tz8EuEmyAYqAwM4qV>;>*4szJ%e*HbNB4&H-
zpjV!qVV%)X>aBWM@S%i@Sfw=sQq-QkSkaeY?FUD|(u-*x%f{aU@Dyt@y@?Tn6&xmx
z;t0EFpeODc^IO6x;9?9UFy>&&GfNA>h_^$<h(sN%6s&-lQ3;Wjl$mToWSTVZQ=l}(
zkMTF>m<9D@@3gd9TUB}arcb{ScAvJLIr;`d5ms@ew*)I}CZCL8oNF-%CyBr(f8)4q
zw^iJ2N#Ez33xm7NNaGuT_aFVG`B2*Im@*quQTpmUs2W>`IDcBFjvdI<<0zj1!%(1j
z^w7hzJ9*%3+K?GGwPed6<}|=H3mDbY0xO#&9TH~R__P<ti<6iGS*Lz5`^@|>-kQ1Z
z4PmHm7F-QoNfa1U-R-vHgx_ziATV+xK<?bUu#s^Q5?A{dCpjax;BcEY>Y)AaiZDOi
zWNx8=6$j1&N5nCU2sT~WP`bEwm{?8pdpn`I2q)^K%Z140-<(&|+v@yddDz0LyjJv8
z1_OH+`|$^&Oj5-Ofhg}V4ya5|aeo=(iht=HXh}>veeG-rAvB~FyKlxNWDZ6bP{4D%
zCJsggJdEOKj&kzPpyZyZB4pHue^?7^eLXG#q1Z+!LWOtq%!<--7@>IaZG=RTJ^ch=
zXtN-2)*4j@O}l>#^Zcw|@~CBg?jL)ieVQeGva0!Hsr?SD9d)NW=Lz{&5qsiS93q|>
z42~09xBuc_dE<&6YGWB9k*EKRO-dgiALqaQfDi!2)<siif*J}?q+~*8%MYBiH@W|n
z?#NOGgj&2<dt*0|gLr8oF8-##(UrQRxYY)Np*3>?vEIw$sR$08?BbxJYDOo~P(wJe
z%Gqe$^MbtoXt^Oq>`uf?{AcSEcPGDf!jy=e=KyPIShcNB-N~%;Aex)a?mSh2<M;2|
z6Qq+VTQ=@fjTs9dqw63YbT?r<2nnKKntzF+q>%&j^v5kWUiG0KR4+!D;UsNxvU3K3
zKy)qVy_%ZyS3EXJ|JG3W4s@O+&A?q1;d;B4Qm7%A8lx1mY8p#!^9jqZEXSbY*PPA{
z5$`|iW+?98;#v%iQ0i19<F?|j%Y?66Ak4qozU-LNR(j0k9^WUhJz99~QDEZ!M5dJ2
zm+00BwmfRLiC(GOO}f)$E^km2W@bU%<twlP$%-JltO$V|f`|SkUp=Za4l>|Oy#fyq
z_h`hsHcsBTpt-dl^W8nil;^|5!s}%~@K*KWOFj>m<8$Dw1`=o|J<_WiV5_(%Dy@HX
z4QNZe!dL>hDXkRSgLQV07#J3eZbGKD!YC}@i&_?dgAg;uBhEfytIjuU@wl3k(z>d_
zz~|!CgE4oAh6Q%GCHUN)jEY4VeQOYi?hzzQHy9%JcG}|DROy6XheaK*$qS%$iJQyi
zyym351$3L&S7^Xo3?Hj3^l#6cmAaqju>Cc-;UMy-Y7C^yywFTiQ2_01>S?oSyn`Sd
zxI>rDQs*fCZFz{w_>)z%DMz;*6?JAynx*+D#jJ)uZabPVX}sP2V~W~F9AL_lk>Xd^
z2&!9wb>9dGrRPxsB^m2b=wSN3qCH!xoiO~mCDUr3aM5fLwf?IBDn+Iq&AMB*UM2Z)
zD9&d!%sTS#p$sd0f_m}+k^0)S$S(wYfvHg`mE!At)OoYhB4{-56hZOf6gqk)a>~^u
zd^X^gNKI}*3~6KY*riAoLb^PElN9a~PJvCbnGlC-+F={W727r*JSC^ayWdy}>9`&v
z(mW6W`*QYx>_yJeJ`ux#!Cw4W)l^wE>d<Z-2&?Q5D2|VCIFg|9zZ{($lRWuY=CWe}
zv6R4{=JI2NPnwQ0v|nN&V9Qj$sl+katuKTHz(|aZsjtLfv)_9o3a}C#vUp9s5*Sxf
z!|fBom3#bXokRbsHYe8b{D-k~2ofdSmUY{<ZQHi(-L`Gpwr$(SZriqPcfWlGH{wRT
zGq|&goL2l5f3207pG-xf?asF18$Uinoy~s<1#teiPyh=v)BmIZm<ZUI8UJf0fSrkh
z<Nw?c>JF;1c>Bsv1VprbEx;uXE#c-CF|5(AZ{05z<SgX|8OTDhT~h4d+#HykOaTN$
zbY}PW^fl)9H~aVZD*O7o`{r`zbmz49rYXmv5i=8lN>Bk#!3710n1To-8L<2;Ln8tJ
zP#`}Y0f9nlc-#VNlpz0iPbB+90iFdXB>9~^G!h&oc)+ld04B9OObDo%7ZCuF(LcO6
zIy@N$0RjOOsN|QhkjEIHl7OBAB%d5)PK>a?oJbBeIjatQYaTLa`!r7+06ra^fQXis
z^llS3{|M^YKS)r*9}nUX#AW0L0*nxVjDi6t^8Pyxf#)@w0fQaWz`)MVjxe5D3*va6
zVwM`<F4QO+;I9J9(hxKh;1?BUKD=Yd53Ou?II{i)i1;sKdcHn}T|797KPZAd14_i-
zPIn?g1$Y2gH~)xKy8eFH$S>iQZ(#(0FJ2t~@c6NRtkBDEY6P73O-vB5BJFJf2|bPl
zM1UaTd;nk<9l~gMF#rG|Azws62o|VI_y?c?L;`S{eYXn&|IS22fZ&=tJ0J6U@GaON
zG@&8HK1-AzR4}h8ONnr(iDlHt;rs~S<1(mM|G<XR8|tsN4mycs_J!X(RG8S{e%}<p
zduL=e;lXX*0<B6vPL1$0y>wy};CKKjX(_32fczVPa`-jLw^gvxUfa3dzq<^rp#pyF
z$=Cp)w7^&pVS)|#B0uKw=qUd8cfnvEzg_$M>LNr$01!CQfE)t2`x1qIqN9TfYk91#
zzj*fe{;UYp{D=T|tCxOx*7Z<9`SB3De)E298XBwpLaR&uzjoulRw`;@?*Lz*q9uTV
z3yA{$;o;#V0#Z^y2yb}~FoJh|9$#5?Xh@+z62Fq@UUI+1SI_FeJbvK8=y!PyPl_7H
zLV!HKNFTuYAPCVu$nU?YpLS`#S^u2=?|x9<eauR)A_Tsh9zO^_@Z4jlv3K8-{Zy;S
zK{-IYD6VMnzp^d<KbSha6d*U}AG>O_Fc93ZQWE0Tg`lFtA^rz`_8eNcH^3nngN*uR
z{FU!PS>KuLAUKe$A_e<>wiwmu2yc39SMdQl^=%MX)YH3U6t1B^PI{~)7@+U0)`duk
z0P$hqV`&hZR##F$d-Q=hQV>h0ZRvo6LJ}xomq7h17!dviJmJ2qY9Lh@2H*&5pfLai
zIlk*Z{Q`<KSAammhzb}dyZQ}%cX>BIgTKVM^<`n;u55mnU|E;^m%HeIC>Ow>$h0#B
z{f+xG&-*#2EmAT&fq#tNs;ssdCDnlEkuYlC$$#WJK{&A%Zzf*i&7O)fLZML;l$`)&
zyz^#8eek-cpf$(mX!`fcVXZ0fq0s)(NPN#BOhWQ8aLJ3AjMymn$gvyZ*Z&-9I+bZn
z>4-@@N80fJDtIr)?DW$2z}tf+=O#9pFc=)9JaoM};A=KGR2zs@<HeIJcxsq=WLjp(
zYVY#}l4n!8{blri+^&}!!}EB(QQg@SC|y%bkkgAfYLcJ=v*fpF{hCiE1j{_)xkh7w
zOKTjikP`Jo;uemuB3Yeq@v2C<Wfl#>9Tzstm5u$NB5Z@f>$QEc7Lc48KYp#nVcfJi
z$@E1gE3lJ|a6l@bK2kWT4%o|%HTJ1R6h?X4pKk=Z!|qJ;yO_?On3%10c1X)Sgun}p
zSocjY=5LFel|(~qkxUcb!u9-B(Of_nxL|{7(&+3?gUdHODrQ>hterjSKH>Bf7dX3I
z1awb1zE(LJm%FT*N!TeDMj0hX%RG-KnXJwJ{^>bFqm5W(M>+AfOibs>@lc7wwKMcR
zkcoE?<jXY>ZwtNh5j_u)d=YVCY!p(C^ibZm$)@?vQe#4t8el#uR-wzI(#WM(mG1Q=
zLf@cD^JT|)v-fzo%dDIq6?y24`6Je|Yr96q>5c;xg|u;j;=JqDNWXZx@;97(AnP@W
z&Mmp7R2Z)0L=7t0FCBDUF@@h-0U+u(_s-?B_}nR=L`nF`M?^+z)_E>;dvTRU=M@||
zy-8Qb_v-RMZue#0x|3ssyVwz9J|5E$o?cLem0YU1svEmFg0Tq?<lHs48OighH<UHc
zn;5NuF9~%Q#-VB3V&V7drDs7$6IDR+Zw~??ZR@=ZeY*4pejLXJk3`DRrH&NRoUwBG
z8IBUfDCCMvbA-a2W+ClH+ll)Umh`-R!M>~e#^_gUWlyZ8hSwOpw`&iH%J+>My>LU@
zZ3rzaiQYR^f#(Gu@78W>gT0v&?6TERTq}|uEqAPS2}Pq+wvUdnMY(Ia7ip&f`G)JI
z<{wZg=IuO*;2E>b08jV0uCm1>!hB#+M_*5a0>7*g4sqJ+@+X2WS_iP#BX0E#F|>o$
z5BUvn!A_L+zj8#gn#+&4y~%u85Jz!B@#Wc@|2~YVULFub89n+<<qW=SAU?S}KLgjH
z{mj8Y%;|Qdncs`dn*@g!@N6ly30X&WdnWr_DPTj3kk(pl2mi*4eRhj}tfg-TVHpka
z(>EU9q*i0f38!+Tp|>uW%Tu&X<Q_kO*m`|fpn=1!OOuGJi(PTIAA73Ih$!+#N-VU=
z6JB{WlWg_08Fey01d0~;1#rybtj2U+EvJ4mif1+wU9?%L>g4PnYPtm8_C?i|pMYM=
zZ6{ASos@?`*t&nI&Y?-&J;W;IME+S&BVB>sg`0~!jCJUeoA2QmhFcR?ItplQO@v!t
z4dGNNMXWRyXG6ff$<R(7c_Ua|IgX0P!!ruhfT#4#x(#8bF$BLXrYcLD?gZY7Rwsuc
zF9%z1p{r{;v%x|lKi4x25-O5k)nGc1oAYAnz&%K3p<o<Y8o4u4&MC85uBfX^I`5}L
zq&*U57RPC^BlCgTS;mx5qn?#Xtl>u%jAYudZU#4q0i%1xN)!!jz`FNiNR|aEGT;}p
zixJs}Si_^}m7>3Mm2mNgT)&IRY$#Q7c5=5iX&z>0bk*hXx3i$T-5J}{<IqAJs&GDQ
zt5-K*dGkDK&4EpOvb4gClO0dtjNa^J$v>2~Mg(GS_QX>TvM~utzG#K^atNia=b^U2
z(YM&wy^EECZ&qv4*6#Rob(*8;ucmkeT!J@doSN-NY;f_{6}Ci+$!%NnH`@n?^q|OV
z>NX!v>N9Mg!Gk1X9aby(Y310e=R=({>d`02Zi@9hHxAN=5hx{bOr)tM6=~2t2-BKm
z*&*^w$X8^Y8^vXER29}C4&xxfKtIIgVd1FJri}0S4QB$9bh|16g8pvD4^3jnFyESe
zQ%gQk3pwy{I~4Y*-r$`8+i#q#K1Epwv$s`Fr?HKO4SEWoa<Y+gLp1>nw}Xqrr3;Bz
zrXqJ3Kgb7}|0^Y8@;=;Ng<X&&1K7L_1-BNnHDlK!W6WvskjQoEO{TSI&uds@Za;77
zr@9upl1>oVEY3K%B%3Vf;^_mFa53dT7|%-PWPxj|@J+kiD=R4MpTWce@KHaQZdFcW
zB*Wy_GPG_Vx-Te^JuzFw-r27OY2k+ECPlcp=&ivc8)!8>P%q>dlmP~qp@$4mjN+AX
zfVMji*AXYSywPKNK|fF2$#HjR#DK@+wapYzq(4v_J-M(<?Y3C;@N(SBp3Qnr>F3S!
z^To72&f;TOQB;ceiV2^PyLH)0>B%<)28>_8`HhVDB(W>BeP{+UQsUE=0aJ8WH<Jt!
zA3-)nMVt3KDYTn6em)TJ+24tE)EE9+D?Q|hKTvrOIJ<BaTyq9Q&WWIY{%}!b<qj^l
z#j#FD)XxgT`gma!!VxsD#y#D1C$u}N0$33tt=mS)|Hv;xMW=r)uWSWG-d&;Bom<G>
z&QJe!l^o)V--O`st%RJ3++kk6(0*C+YmucR{LgUrL_AI&80eivmLNphS&Z&r@ddcq
z!joll(xj(m#5z%hs8qnkKn88uhZ+ae1>A9qb@j8Aa!{0z>glhPi}%s{)HyZ_<2z`F
zor(Tk>hgIL2HreUu4{ygf==?;3Z}wsZxw6OZRa@eS<TXnrYeiEeP<bCP@rnTTyt%L
z4mPjDUhAQ19%F=c5QMi%Z5Y82y>I0W6rx6wIw;lU(5;hNc&0haD(YSWF^Rl?b)V#u
zC(P+j1I;glRrN82y2qQG%;-D1=>`rC<SBJT$e-gQ>vSOekvXLk#%Em1*q+wos)A`C
z!6*0AeOJhPn%TS?6HB{jo{~ba?>ja0auiTKhHXND)*B>q-Yysyp;;pyLUD@K1e~Kx
zg?~EeT95_wW_0=mN7Ul<tQY>-?1)&|nHO`ThYrnY^^Yi3D907o*?udl<x+DX49Xt~
zk(cxrRU%~gzCv<qJXpksQjFC2ZL?fu!s)BM)^~9>!G<aGma-Dp>?G9b3S02|mJr;C
z)M!>g+zlDrxjP1Dcckn1K4MKNArxwQM2sKrcDs&vg*DE@{o&&DxPuy!6^KR7a7gl7
zF}!DqucB!1rb7`rn={;D@p|N30O%3|5ReO0eNcUjiRPZ`@oCLzhaNvYN(LI<UP_*j
zhznGdPF1zeC}$T`6%~<*Fu>P21#4Dw#kOm-ndByjiYD5X^Lx<jtmSeOjV1~+%5#K4
ztGEB>rcB74+078FTKN{GDY#-s(F-~A;6$xxMqTx%#g=sPvMFo;#u$e(q+3;n(Fd0d
z_pkcU)4bA&)obgQf>|ug?ph=rG>jWfZmB$12z2rR&E)KX{32j<=Qwvqaq_{Mdeu-H
zx?#m)RG0P6)ODNt?^_GfB+{+yQQ2a|AK0eS919emb;-%j!>Zzq&%8KS8`b?|^_7w^
zrZca&-PXvLMxO#*#;8t+v61oipkLWR9&da$6SS^VTMQ(3S591lS7ti!Pp?w-L4y8z
zct7wQ;_s4Z)_){N>Xf+fkllG%N{xKAy%KGIr<8J#kO}*8m77(~gXCFER@n^bsUtz5
zuEC3A8JQuQqW(gdXonpwFPd5e?k4u+wTOg*uqB2!NN1;+<?FK~SCmS{hE`i%;-j+d
z{oDoTc#ZW=#A(|&rmFXG;aFjdmO|GJ5;M+1aW*Lb%AC=k9d^sBF_PgKsU?2SnJ1QT
zezlpM^{MZ26<yJem1A9g2M#G$uji48WOrmi8Y>ltg(LEW(@=&FcJ`_`&=VOjC=z)#
zE;|PPdkVTHIp5cX$sb+^Gv)19_s*nTf;?u}*gQ~~eNr!Ep@0yZ!#3TrmgL2roHI52
zNjc!vm1B~yiFtl6NTZ@I*DSl{DkTU#_f70R{=aXw+;Im72SqsiNcL7~hIxExsaB>x
zU1blc)^*y81$tsAqlnGLX#DGC)2b|PGx)ncheGUG-iNuj9=W~bkQ6ccb;aFQ0_Dzk
z%yeRX4aNLegj(`D7lp+p$RpBaZgOZ#)=E$NWvYLP8Y384@bLM$9a5{ZXW0TwC^9~g
zs>6j_<^ILlnQ-jwT)gu+9;>rlBJcB4A5M1+N&T?WpET_sdj`XLw`%d{UmK@gg^Rb>
zt~wniqq)+0Z5`7tPAyq{b-NNs<s-Qj_+AFrOB0YhXiO>Vbk54^%RLcj%KY#gY9;|C
z2a#@X<xcfSh-Z7<)9g+aU+>bTJL=XrEqPyXPH73=IK-Ta(nu7Sy?U;<N;%ToqbMUx
z@gIiuXhTeki*FO$#)yWr*g_D%W8ODfk%`G}mu5qTMnZ<fy!%4IZV_OtXuHb^Zxsfb
z#uRw4cz@_#-dGl|*#^r`BrE5`t}uAQS{$(q+77K`N9EIHmAAW=%We+VztdF<CC&wJ
zlreh<-!zXZllEqh$-V4a$?^GzpUsD`=$<_TTOIgs&(Ur9HmKbu^%t$ih^Kf<*E!ON
z4TM6V6xG3YzUCp<B>zkcer$NociiIU#$b8Pkp4=MJutP(5wGwV5TJW5mtBLj)@YCD
z@m}7aHEmp&Sxqe^76rgLb<ZouLdSY?TK;`4c=UksLJ(zSpzny$AT<Iz-=TS=fg{h;
z%_nohH+r#^?5&16I@el>F@SHQ3)MojJgow9ff9SjHMa-J1WoeIAMk0deIO{>jzPc0
zyruk!<LTPuL=o+FY2vX#?;w?JdwSZ4$iy0y+yd`u&$JSoQBi9fesaikxh=x(mWAd0
zPO_NKxkhd|4SkP$1I6dBqG0h#)-3y3zS@fK5jNvtO6;q2+Nk`8y)FT$K9J-m4HiyM
zcXY-!!PS8%)>C@Wuz(~RA-u}-`zEpCmu~tNv`AD?F1>$GVx^Wv15a2geTJJR{8hWH
zCp7v~Re=Mh1XxIpb8&3P#G;BGH-(A16${~A#<W=utIn}}%q8R%29{EECyy=<&FYK>
zlY@nK!T#?CZ4t9}Eec+RfcKBpTO%`MYrEUco|J&*hUqx1i}P7iO~zC<z3tKR5<A2<
z_eRF2Nim=_7xbVX>Efe^u7P-laa=)5`oa<JU3WibWm9)bB4M^Z$S-eaDk@{Z$Ji@$
zJ9d&44H`tl8nSv_4DnEnoqE~GKA2)xwiQj;R4j$Uq`jD^N}<n88w&=pZ7I0u+wE&<
z+VsvtBWgRr^fFpg^>5gN-Y|eS;ECa(*O4jF8-oCza=8s}BiYFSEF*>I5(05^@))r2
zG<j$RFE@h*6`J89Z2vk01*_aq%z(kPr7RE2uZb&uUvgOCuC|UQuluqMwjR|+c8=Mj
zt5Xz~rl*R>M)71G<^oYx-Xxs~x%`hOaql4iwtImw9Sn@QCT?0;dh{aPoA0I$H|VXf
z!DjWCVqMomPYSyO3CcGC|Mw~mOi}>{Eu$_@jpa^VIk{Pd-^*c~2z66G6mHssPo43s
ztA}+VPfA}4p^V6(Vt>EgHgs2>?mm;4k%~E%I-jkff;{!k;DbA6VmhSjJ;RG6g!Ro+
z_fHkijB|QpeT*u=cv=L}QCg68mO~aG@zyHZ6CxP&c=UX2v5<p2axU%;OY2Q()|Als
zu2b)0z#X{TnX6yf7;`1)0(xUW+c+FC-Wez_*zElnjR5i`iX1T!d-;u7RMUkBx7fZa
z%oWP3nst&Q<=^8BwK71{4#Bdk>>w_{7cs7Y+bCTd9FIz|lajyjV0ccTde6HlXq}nV
zmus&2PfB2q;1$nz)Clm>$zo1~#qu<pFvsKxvE=M6OKm17o{SdIl5b?DV268xN@j|v
z>X(VHs$fbFgmh@=bfluFI_*WNtXl@pc^Xm{k7MSZw;3tRvzPR{%c6qWY4eZ8hDVAI
z!|QJ87=6Yv2JN(qge(hRmP#&RA6aj~>+$VfKfr9_4z)IMAw?Lru)c(|x9RfvlmQH$
zj698lF~e;W9N!L`*vDcnjak#FH7j;+8d5rdqWtr>))HhrzE9D-uO&v6j#r26_W`0q
z@{r_>6RlzqV5k-U%4pt_?IKu%J&3q#otmpHVH0n@Y3iB#!+z@hgq^vg4o50|%=7bE
zViN5A##42HSvd3z_K)Z8cARY%S=Aom<g!+645e}5yli!^U9VKvuOoJ{xbP=2jz)=p
z!wqg~s#|i$s-jHi=)M#U@-?O^(yCEA8>Is&ZM5zN;iIyB`q#*=>KT{aip^@}n1Pbt
zIA?APTSzSlY2ha!s?7o8<#S)z^TG`ZGpl@C(Ye&cQeQyp(^!2u-ji9xRTx;TWtoex
zFID`r^hG5X`@8%T;~fh$zY{#en8O8_j{#!^T4vq*Av?jYofHZ){N#1Q42_sA_y4X1
zD6iMFekLY8A#&6LQ7g-l1){xDB1_iASuHxXE#=0HrP%d8uk3nm0SKu~4BKa8OH^ao
zhI+lO%l<6~G+K978#W{pU$<#1?d9zJjR#v9SOW7f-d;QQjqdM%6zZVEIt$WFng5QD
zS<3?3?Y-JmjzviAC^3F-t4+0%T&OTU)2`4)f2sAkl9E+;b{#%~9d#<YtyZS$Bo`eW
zuW9Df++p8!OKTJ<Z>v4p*(358!|Sa`rQ%1!oTIUd6K4~+dd_+LdQpn0cm{Nb+dXlj
zKw(eSAzqB0=k#rX;@@I_K{z~SrapvZlq!AhzO@q9v4b*@ukpU<@B3aLSTF@tJbcXk
zv+!vyywIo{(k-qUw(Re}Z-PRTHmW$k38rS5%e!IKgZ^aCFDLT7NmoUik(jRjJYC=t
zq+NH8bz(Yir8_L*i~gsyh8n%7f5dGG&P~p#PV@BRU9Nb_aZgaRGEK*nl!@@K6#lgb
z7!k^M(vj_(*4QhKnB9aP$*T1yl`qEIx@oJc;M*sC2%qdaVZGnqeO^5i@Cqmp>@<19
z&wbdD$a40)MMzM>5cf%)+$=A6d(TmO{(3Xe90xC7EXaI=Bt5iGIP2)L%S&%d?oXbW
zTsO8qbA2NO4K*wJH$ur<?cHq&Q>V)_eEZktMSz3Ib|$0aN6$0VNma35+Ar@?BDF*N
z6?xWwbW&4quYg<LvFXKM4YznEbe_WhpxmQ+6=>7vhL@NTeux<|keT6saB2#{xw{2#
zM~BU*qv@$ME=I9=AemGMDwE8-f1+E>o4m%gV?tJ3ZcOx=_UyWbvsIe$a8|PlDxh(|
zX9Fc-V0=S#W7v<W2d?5fLMfiV@y?aeMZ@m)ZgCW;ZW1G``DaGSDUY4c7nHkKfC@Jc
z2%p?WnUrEqqluPj9fye)p6Zn}COu<lHuFO=w|{V@(9D?az4qupY<XV6$W=8SbZYx_
z)iVgDygA6*>P0e5NAh*uKYcCl=lUmtIEq-Q^0Mi0$nQV6SifLJz(UY2mCv^6*lp|p
zq$kRKaIRDnm`!j^zvcRjx}f%JUAtdLh#x1QALaDIm-;1*N(#6fJJ7k*>3H16qR*$_
zqMKH>(0Ki9i$a5<;EAxcUvN4xtMkoNQI(8p`Ml7fxSWzp=-K6IhsqlO=OFQZ-<L24
z+La=xtXlct|BiJM@Ua(k57_^1+D>d5ezxtFeGqL`0jEiKYnOBB$d>52q$7nLndJTr
zFL`acWH%+kT5c+_OQ#FaLBFu=y(7Cv0*5N@jv3GLT%O;`si7%WXp{p`KY#7W(!JRl
zM1}Li<kV8OiPy==#A4-JSD-33=vuIq)k_F)njz<H`*L)SBH_LX-AV1j+v4~r#msqa
z0&NoX@>Y($K?@CeUuV-(a=56Nhw^m@{g5aGiPJo<YE>dol=IyEXrDJ7UFvLuA=7i^
zYA^akxpUR?Gvd%>ZkbsK%ydjG>O6Tq+|TzXXyUv<s9OGzm45Wym_>aac(zd`O^Mn|
zQqgU^hH!}cqzdxJ42Adl;uKK*JHJE9QVLkhr+fvN#WpjYvcN*Tz^ISd#!1<PObr2C
zMf8X*Vd(ceG5~HQ#7;_itg^1&%wJ<Y8r@tnB%ae-`4pn|l7QRXd1yHg`M5%Azh8=@
z2L%(ySCL(vbQPc0FW>5FEOg<tkR4b!q;erG$lxtmce?vX+5Z%ve!BcgZk@<#!I~m1
z2pf};9E*fs3b<UFwAa!=b>C1Wby!07gMKOL521R>E}4D)5~_aBd0>3VR@*f0Zpxep
zUy>>S`L7>(qOmB@!T>$S?8rln?SSWxC!`?V-&`^Lx?;+ge#zh$|4704&^n!aCAg2J
zr_n{r*7^f_VXlo4)sd$w8<&Y8#2#0*Ebh1o_2%Yd_$#cgA}b35oj+Aj?YB7Bu6o!*
z?RT6``vX(^@U&wk5zL0z70skHv&l{6#VH&^ViCnc!bu2!Tp+VT<iHj<rp_;%F!JD@
zUds}hNZRJgtbT!2J4rwO|8*xD<9}IqGO;oL?+!FhMrP*!*?#`-4m2hPHWt?ZV+UIF
zE2u*D<^mWL@xZol{lC7mKv1_ff&V<{1a@_G3ER7c?STX$Z#~cKnC0bU-~LwJ&{l?e
zXyx53_w2ZhMW801heTV$_#3jV#6C^I$nXFlYNDc=k^vwiQv)L-L-TNUL}nC`-t{@U
zJF@2Y1ZBjq&f=pHy$JY-$6qD&5|1gY{KX<THipzU1!Zu$V{m$4U<A}iPjCOVGB=t9
zek;DUHU)_{0gzbN0LI-L7qzzDzM7Vi!Tkp~{6rNnk$}}dIXNl*+{7g?25n|%UTOmy
zyWq|Qsu941eWnGRU<)-B5O4d16dW<TI5VFd8aq2U7|gdj?$<Z6dq~KH+cP{dhf)CI
z0=Uiz5cBVo0vkL31NciB1DK1GZ)kaPhab`y(@+%E%ZmVjq>+gURD&x(C$}Od-~~Xz
zEug6cMqmfs{1ewO<p*;H@XG?;Kh^(b*Y4N-3uSEj-PY7wP!N++)7z4j(E{1OHiZNc
zkDg>;@9a_xeD(+X+oas?Tp##h)oq2nX^9;G^Gj9-pMb0wVh&vOP2LAC^u@F_77hl^
zG}Ui;>`fg*AxpF-M#Q?h+J7Y$?#}Q2)7TWA1>|`<=00zzrM}gn;pL5<iLHr^>8A>Y
znEa2JsueRgdHzwEpS1wd+b$DwKCypJL_|bX3MfD`Fn|uMEatCN{(&j<*PrpPGz^uX
zw6K~O+I|cbu(`=842Tc#+x`4o7!ZyPZonR%AC)iqKr>S?j0{XJAQ*o#)0MlvqM%`c
z!(aWm_sy&hpymvL!%-OhkIUO#JFa|4=EjCr=TDoTS43v1a_NYQ$b}!}hdwC-18jAF
za9(Wx+>jL1{+S8Ly}c6v_isBCP@g70jjw%53ma?Ty&rf@g|r{(wf8*8{0}qUa=>3~
z=@~GVHUWU;TgKn1;TdCy5B;BCo-4nuuivcuzQV7**!N!(k`rT#_qN;%ez0GDPakS#
z={7$a0jJ9&hz&qZ>^U-xUp-})JwG&cG;`w<<7dB?#MqB~9fU@<hOf2+Q#eD@S^;8E
zW^v)gKC?r9!{xr0sf8)5a{WX7m(^*Yd^1zS4}PvWM@%h$TX^s}iJuyvK-W`0=148<
z4UF#=W11@*03R<eA9i=LIg*Bd{tljW!A)}z=WnlYz-X8iwpapmfO0N+|ArXeFFo;z
z0XTh>59ufTVL*M9pBN6nXrewubpQKByJ1*;ly7tgCP0i4Ut&{$qBpx?pv<Y=aMXT^
zckBj0j1pgB1oZP=h+)wab|8m@?-&8?qyI?neu(JdQG<3M2Ze9g0qqpuVgz&(eTd;v
z6aSGu{z>KkkuLrt{r!*hPJaOAF#i!F;QP^sI5xY-4s_2_zslYW5ST0SH@5G%`gh{D
zN$QtMAOhxB^eSIJlr1%%@}n*|=9)etW%)MPF9yA6zAqkCB`G1Mq@?#7AB_O5e^*ct
zt^ZeY;y!I>2C}*IR}AnTI3}&6cNt$%K!@!I7u49m`s7P|t#64<&aV_SBmFBhUrXld
z`S(uW6bRMmql;y3J-u`N-|_ve2N<9F@h7-A@e@!urTy{Ghv}2v185m}sKfoN0e^mp
z^At#<JiJx8%GX%Q-~QSLQn0ilrw;0~6;0x&2&nZC%i1j#WVHFYGc*Nj8F*>KN*+Rc
zqG|ofTQoEJ5&!5jgYO)~v<Z00H@m?v#qpb*vX1_d0KBN$wxd@-zRtGB2@nHI^;`2V
z_QL^XE>GXh(f@@8%=tBE;U3!pd@}xErwxw`D(MY6$0rn!@qGl^evghVed*_)!B?p)
zikilU%g2!G1IJE&yiG#@7smeN{{-b?IprrP&!g)jgr+FJ#79V8zJ`amX!*38$(Ohh
z`21yf%iCO<8^>F+9__<-&#!vvd%Jx_CzwMuhv@4zHyXn>*F}H3?iGWW4e@nL^o#XY
z=MBl+F<S2(I!DALOX%bp@>~2-qi`rjcd-#qz7VqyIU6}_ZviALrqylu9)En7u3nh3
z<^FoLxEiPkG%EN21mf`aL>=IrMdy}h<%b?qyQ8Cgz~LsRGY;X2_Db`0Sp5iST)y8M
z(HZHngtG`fZPfgrSRR}89eF(J0Ly^BmCVOIht#*2o7GV~v9mp$Ybx6bFE+H;?~yCi
zfaYy()#&A;X|Gc+ujg<+Ox(BZA@}bV#Lp|ZL*SE09MpWEpp4u)(wi_WGzHki!6$gY
zxg`1-DWWBgh#fMv=$oSDlRH_~ojog?4}(Z+sH!%TRyOmB?taQ$SsM|R;gRnxDc5te
z;{ds#TgqLLSmDGHo0&Gc9ewD+o<77rKh$$k-nc2+_`7L;x2a(@J$RX?D|FS(U{Y{j
z_uAgc3q7?cJ#NYSF;ymKeX9Mcox%+^DJq{6zi$AAq^zjG2(^&OF)nUsXUVw6H>B#+
zhV4J#b5pQ_H=u*4tYcE&wdQ5=nZjM0GD!M;baN26duE!!ph_}s>%Svo{I6wN8oCMy
zh?6y&E|<AW-=SEhGxaoAMZt2pT*|&w=L*DIh|T!7_EcK)CJ7O%0@7ytkkRjPVD#|L
z?NKX(@Pm(bdi>&T-;q6iAL%MHnwr~N%OwaD9JGTF_<nEAy%0HM!zc-bQ!x>u#~K{k
ztxY0<zaU9rCu>6sgFS4*Lftgp2%0}GT30RV87iHkL@I6NGFW!_j&hdrt<AZwKtvto
zVK>>vD(>)gg#L0V-m@&)YWmsS#|_&Bw>GvKx&rq>x$LbNm)i{@RW4wseY3S+dN5`e
zuXyiyZyB>|eVM(;ugQGo?%0Hh%FIM2u-swWlV0le%y*8|(^#(6Blhodr3s*yd=nL>
z)7RlR7E;hRotS8JO#}F1nXNqBz{B^|kc@5)@!tzM<=G00&`(3s0yk`8)`iD-HO$nu
zPAilPt6mPoOJTf!9?nyGHN$WGmDveMChWwnJ2f;VaSfy4;vUk5AZSj|233xb72~`k
z)c7Gx_rBUu5vk~fOi-&O(|gb5k!>@Bn+$k!%dK!a&J<*yNi%%QHk}y6)GxIsVs>pz
z|8MQgA&aUt#F4+o5OfJ#ef_RC#Xf;Yh3oTa$*C<_;}5c%4xX;YEEc5vjfBGePh70s
zBLs(|)YD9WAQ|-C^ZEt49GC)x5R4SO(WCGw!~Ca($sbk~WfxQH`sWVCjBroFoPW#y
z0*!htc@!P(9N_#!KEb?1RN3)0yUT)>on-SKjhY79jjwHD44E&r?=cq`QAO)7x)$K8
ztd@?zS=}0HWgz2-mVKFJtv-Szm_B$rq&s{*Tn;;@fFzzVBQw)`MP1bc8#ptE=MfQ_
zr^{;Jyl8ehtz$$vHvZA*0-0>%U$yV7yXeB7W;n!G3S(uqF3Ht<7Y*<Huu^J;P20w8
z2#du0xcigk)@bcUBS4R3h&SBMKrF_)8;4*2fn_Xx5o{d%+TOBs?~VH#Vcebmr_&V$
zvCqp{@kzzd+EHl7B<pk7%vF#?UPAO-5vxamJ@iWHr?R^YMyBlO<H?ngEvQXrmWg$}
z=Ty|4T<x5?TfvYSeHrZ&TKH8*K>ndZO_7ad@cseY#8AeBfvLTFG+IMSBkw29`Prba
z?2}UW<vAJ%l)B*EU<0S6MDg``{;S<t*t#(O)w8;jYV2+uYUU0F-_p|6GnUHG<t90K
zVNwK2bmv^Hsn0%17yA1{keY$STc)*-O~i);Lw!_PrbMno92^tqg^GtjH#A(@4xha?
z5j(rxzsBO^6OL3NeTE3R(Krui*{o4JnPmIC&_~nhvO(qcig+Ws7LQN^Sk>?thqPJs
zf*3H6g*5W%1qbPP)VdjFo)(mo3vV4b&fY}L0gcpHFm`tR575&obmtnDVsdX4I6I%=
z8jNcxrH_JJru%xDeCp4K2`Sy-q@!wOEAohEO3Lb{MdMb>9Dkp_RK^rmJAxfKajc)y
z*(<hchAcqU*AlG79{*sGt$6jJ5nKA@0$$y#tAfG@99g1co4Vbk3VJ8HqA00W<CYc?
zjQM*LC47w$(apo9j$SO@$H(<StX|~p^#YfFWAGfCGjc}cuTBS<)8&qhheoXBs*EV)
zVZ;}4G89h--Uwu`IKi^lIUpWb0&)|i#Z5PzdIX>+%&E=%sR!FC{Z(*5*F5K>&FsF#
zxAUszh}dT8RWg_n*rltpBvKm;!24S!aBTp-y`$rbo7VS1ngWBX9CGlqa7$DpBtp(A
zFPVJUqgZr20t^FNU$?~vcjBC1vrA#LD<GrI?I_lMhWur>wSsrafLwXv3{Nnh4ENX#
z!WksM96}S;Xt%v0?>s&8+`yc)vzdBiMXp+US9X)h0Bdd^bjBz`RZkaGz5XdbR<XqD
z6fYyOwrd9z-s3Q(M;_)CjS_AFfb%Y*mwFeXOF21OJuN7){Fcto1z$S%QX2h)z;p_I
z@_xB^7LSEfvv)GUAJvE>?7i5EHu0<X3*`!VWmbdcx=4gaxX{c2MWo#&I@fd7<oHlX
zrqP?Fwwjf;k3-*loRxU0Er3gcdHW|ca;ZN0wr-;&wkoqF&Msc$Bh{+wz1P*UTWyA{
zhzrVpz!YOJu3n#Kjn5MGFid{yqeTDH4wP^by62ObwQL6h!SxDJG>lf5)DIokMt|x`
z{Y$H-e6$PqGxa+l4Za!KI7`e;*ydhtR!c{iCwy?UBCBe^0P+edHqcq36<urmtd^at
zFe{#oYX?u2mYsId$wu_kkt$z~kw%9)@2!QVftJf`{U`djeV_2F&K#5)oTChbDcNQf
z!nqoUfjt(QD@z(%f{&@a!kJH$WJ}>y*f3=Z8Y2V3?K8k38yG9Y2N`f%k26iVd)QgG
z7v9FJdOq17o^=}x!8GP`t;JDfxn<-b;k<}mvUEp=2~&tEgiAEe<ntxTld<M+qUV@_
z2le#CWA+x-;RO^<a&xVlHdGWgxn>A<2b9W;oz-dCVkG|Jog4c^sn>ZMW9;`GddOVV
zP_4SRn?X=7z`$v(ULldo9QZ$hAMXOI#X3B|0qNgyBuN?(dv?SOncIS9WtdSM24Pg9
zWP`A&w+yL8?W%givBj035_2s!E}n>L`C>NYvc!F_M>4LXDcT@aLiX=+w8LGeH+Iew
zAka&nd_u#AJdX%c;&*D>JSUZX32{~=AUoZ}pLl~oMht^CU5f;zR>@>MlI;{FBA_z`
zvUNg_Q866EmVafDW#W`t??a%F3XobqR?BI`Isy^S^Bt<|pduK3NyfPW_jDer#27`h
zmCX9i<`@IzAfuvh747*kM!AQf0hKN3A{}VN4181${Wpu<4YS!w=l(j0FPUog20%!_
zlG(q)oyao5F;$z^k@LIs%9=jvG}*|-exo<awQ3Q#%L?=A_o<ks&3G`Wk4WD4m!_C~
zC;kpb<tsKDR0ms%dpKJMMiBN^eNaDwu?Ef~yNUpuFPD=%f!KA`1;W93j!GPgQnw<x
zuUZ{E3L0jSkmvx7*9&->cJE%t2H3wW9o;=5rJZh6zNxJI{a82KVS^NLzZ}4y3#BQ@
zTCNqrN}5aOoEiq=`J=%<r<LTY*nleu`Po_zI`+rx21yoZD5cAP<HlmWAF`f+zW=P0
z(&gc>3|U0N>0^{&t^Wu4T>$PB+pR1RLof)SJsgmOc@=DEz=iiy)fwvZ#>bn)csz;N
z{K<UlEM<ire_sDPK0PHaIVQh$VCU8{F$e5i5&cPRXX>d>?;rqbl<!(fWKpnPU1&7}
zEvZ_m!Jb#1ot<$kF`PZnB>y1bcAbxUw%;r~J5+*<zP{y>s_Q5GTKQh_b#6Pwc0`!n
zc2HrI&nIiBw34&E;hD_My=YL8NY_O6$ixydo?@2UrtP|H=vg52d}V<K$CB76?&xyB
zZfjdbPz(~G3;(XL1CqcmKSDsvkH*WH#c^y%4jnMfiQU>#p4#`p4E;6t?tN!75flWc
zK?Gq6JLRw_DD3tOgQH#9754E;?z{?`HMzvs*h?Pz7f5mVrg@xRwA}Gs1Ct&x5_Cqj
z@Vy9gvlG<FbK<ZgbqD@<^PAW@^>DK~ZSYYt(1>46w;|cehiG--E*t6R0v;@T7O%)t
z?$T~UqrhDxW@Pm!tfrc`V18CGyC)C*s^&ZBxHuduPM5fpPFc@!n2MI_0^y>7j{A7J
zE0LQ|#isUZo~^$en4d<5J9&bxoK##PZM%#_=h=E7SyIQmQYX5^i8b4q`L$aBJ3(rk
z!3bJ^j12}_KOUwS8zqkVh2SvHr4<XCO@7v7ligW`_%1`kQ#^-sw9!gUTK@i%^7dbI
z4E6wYDB7EEfPr4T{n~?Hr{)kAk74(gZ4^eE!jPWZ2J`!Q(p@5UgL~wK=(uSHM@~KU
zo5J?9sIFsE3NpJ-<UFz1Yfcw-Pr~=GmpX}2_g1V!p}4bL#dO9<)MtN5$4wX5@zetD
z#1*{z4PJZAC|FF0Qz#k~Sp80rum0|ShNG3&=S>vZ*1apqDOCh;f(nopQS!vt$r%*n
zx3nCF6I}2Blw9jKg@|%~hv$WISgy&ww#qG&+*)E^-P59pbp~pP`GrmE0zluT`GVNG
z&g5UTITka|wtbhbx|VyJ_V<dL2pMQFa;p>YLleIR3+&Bi#|fC+Blm|y{$W%T1xE8F
zp+Dx&a>Ad3ShcCE_K{h@+y0}a&Jswn{yGZm+wRUkz?hg7OJo{U?^T}gqUdT>Wu0it
z!h7@0!7y9ld%9yJWeMJTKRf36Ii4c*zE`BS&swB%XmP-BoYBmLun{!794rQroBIo`
zoNd`hX64C(FBFR*E+`+f_xtetCJ?YE4W4I}vPU(P9ra?lVUtu<;SPM^GvLY(NZnwJ
zM!-U@fy`n)6b^MyEntADpKqj2sBPKsBppd$y;Mzsk|dGtkaVp{C+8aX(4|;YZqMDx
z?4*kdu$`i=6yC}zX6k%#yjKU?5CH;oOZ1E%Nu3bxB6@q#i59ezsuDa9(;Sw)9Gg|+
zb%v*)LxH0h!sORxpJ^Fj)|m{Yovo)UW7A()*~%t}?JS6#BPvhSqa-aMuM5e+2`evt
z7!W0w*<Hv|oXScV<bjIy42NCH>VUg3^x=XVTr1En*~#!R$`~?DIB~tI_xbNr#eoch
z5_~k>jakHLK^o)$BgygBQJ*iDswdrqf<*;r7AA-L%7MK&PdDN|{LY_t*3$RTf$i{O
zIVR)0ke@TlSLx3P;x?F90@XkAf2EqIL%*O*5$xcOtFRihLFz0X7uD1ddo8NE3saVv
z#J{;Pk#bWe?t55U2&VxSvi9lHYY!ej83RKPw!brPUIdewCVh^wxVpoZaQp9c#!d2>
zz?oiz-*!0b_nOP1(owh2)ijhxKv<7)pP-y;&|9TyBYh`~%l*t<-%)}Y)jql<T@^pS
zE<42L(X~cFPPEZ13q+0MrV~G#aEJU$GPBnnklaAAMj953k4Z~(h_MQNq&xIDc8g#c
zro@G$7zwqxvU_1rgnLKLHoRxG-byAb<M0#j^%uqO4?1_o-#oeDe*%?|<Zg6yKU@1D
zLUTOUMX6Z7&Q=ebJGeHgOSK7~3NQmLKD)19l;EHu&Os1wM5(<fX8Ghkxt^%+!5wqs
zr71sG$$DWc9g!WjcYZ=WZ!OhBgw1vI&aY!Uw6k+*r^To9<&Ex1UTGnX(}Dg@X9tf{
zTV&~)*EnDq@!P-&y=vw$Q?yyA2Kwh_v+u0ezHS-jI7H1A-TRBkkiXqGC4)5KYA7?f
z+j5GtXa}|v*#5ebGY|2GMdT^<(%pq><;wD=D;N_EZ7>I$?o0PS0t9O&a@Uu2*31a*
zz*pxAHQX5Tv#i@L8}w2iN=KJUd{fMD6~Fink<3!C&D{tkp`UeO?2SyQIYO>m<091<
z&!Q8IEA2i%9qW`Q9&yA3O3eA^e_5mW5`5cV?~NcuTozD>Tt5h2j3J5{T~eoFRw)-F
zaZv|Lb>eze2ap%M-W%cU5>6_!lh+2stH<lPUW5r@#&~$dev^x-NI~%86;`}Q!G(v`
zhOQwEve{Qd(<Mnr+Baf5bPl&UX!5et-xn3aWGez%4z;tE$5a(Jv(Ml!Kn!aS7UAmA
z4v1r{AP`#HLX_2Gqh|}{?3ZK#r+|{BH@{6l^y*Apn68HleQEGW3mhy$ur7d05uba)
z+pvBv3?dS{+1_hLv~h`dWH31R{k!}T8uQV7Ja-^*XcDdmmtXm_5z$mE;B+wDdPnra
z@R(1L1}a;&*|(BBR<m?*8#FfY-ukOMgJw0fttYsvz|_dQxc05d<3n(OhtlcQi(aO{
z!~jdf-Y9K=Oe|AWJ?qRiKp=Wq_{!)H!5#;;d5MqRM22ghhNzNmF-#|}mF;sD%Tq<E
zTnpa4&UD5Q@mb9BPhUPDE}}CgE!R(ySdSGJNG|w!kLXIo^MD$`F%nG+q#f{;NTfuE
z!VuMf%D|?3Z(B1JTcC>pm(f-XYauJQu|cIiXDTf?OR*~WTffvf%WblwycrT%4b++}
z+BL<#BlnSX@#(K{kYg-hn?0tv-;TbY-o}g~7dWq%bD~mmlc5oFArxw3OasMJuK#=g
z!p9iT)&)_DFXV0Tni^9C(s;O|d*v7{pP+6$9-@(K1I|y^oUUjrw(&sAf6fScBSeCO
z0>+JYLn(8EEiO{7E+u^sYj=oPXmi`TIEMFxNKSAK+Ox3+FAL9a6BBx>Ft|45+0UdX
z5>x)luDmkTC&;C3HRUS8Hd_ohX)+MD8^>H~hCf8BUNjRU2yoMvdDDol1FQRLHz#PT
zd~U%vRT{OH8#3V_mVBEiSKUuWcrf^?{#XHd3A#X*;G{uET2pYs)KJ7Zk$AsRND>%N
zYOiZn%*MHY6RBJ8P|6P1c|NO!yR{?*^_NdJH7OwhhtV>3#W{cDH&=^8en>57zIqY|
zEFP+aw2%eu+T=#o_X56+%O&Gw?lxlUty19?R5no(ww1WUOiyY=eZ^?*9UowMXo!j!
zx*scw=SaSJ*N0t(fV97Nod`c2p6tMT>GSbT#I}U7Z!5WvUuklipuKm~8~>SBTg2Nf
zG#UFuGPYL{I&uGlH{?A$_YbPe!Ln+^@u+=$-;^Ckzx{q>TVsOkwdHfq6?}_m0CYuU
z;m+lU8|}4)=XvN;gfAHy&}XE4VGfnCx$nGgSi1o!AkKU4b9-?0HTw08OEyN+jEzqe
z0<_<5>VgGCn~*T@WdB}GY{IYCZdCdqybJnmp3U|<K61l$rgPk{^)mhsEI~iR;J5ZJ
zcxCdD>x`9+CYexa4u7)0qF->AEL#)sk;kCg{_@bEa!?O}U#&dH=^D<^Cwl6TbzN_V
zmG9%3&{aiDRP3B^E-D1HTOwS?OfJa-qU=`dmXyQt@1NO@*1f+h{|`i}e+3krK#s)+
zS?#qQ&QleB6j85A!DdTIfDqERkJiPegJ3fzKk9^r<4gc|Twg0XLCn?J{oz3uW=`mq
zkEHY|6?@3#v02d=r;U(=pLjFdD`r|=H*=|eXvmi2au`<lgf{sZUPi+hbVeqsk~NwJ
zT+L~+@k{f0tOY%xSN2lCQkEJDBGbiT<f8;PQ}+E*$}?G8@3ilLw0Z+_gDeS5!S?P>
zG+;q_;W<6a<{bqqM`Kaj4^Q^nGW!XB^@1`1;$%2BWz>#~L1SyD;mhH@#U`+vUuqvW
z?BoD%Ypmv~tcyAJ{`iV)>hswlS`5DV-|T@fjMGd_^c{zzKZ@kMwd!sfAx1He7oyLb
zk1H98$etPZe4kujBr7{M_iW6}GnVWKQhcLFfLrzm?%g6*ThBkm6rr2hi<u@UbuTqy
zxfoBvl4gcW$9w>+38nGjd;^}1pQM>`QbYC4xWHK7n)zB^igIGHVw?2-6BzfA+BmlY
zP`wBSondOv!R;;?N-ScH+%}R?js|izMkP(cD`;HuezzNGp38*?6Xupxumd5=9Xi{m
z!(|!I;8fQqj`ly>7LKf#CMO)3((5`#*YJ?#oU_b6pIj89^M`0k45!TZmm{2)WbEfJ
z>19<nV)av>6I{{SC0Q*Gk&NO+psprnu9eP6{0E*Q^LMzl@-D(2$u!RD6cqmOr+C}&
zN;2a^V|^=GvCA^<3Bg(@reMt~oBW{i8g=PphTJqOc7^&?EXst(zn*$W%hsyU5v_m1
zcyMib%8ba;e~aaO(pO}Ngd<{z3(Bo<W~H+cSG$ZnTvhO#5h=CX{TgB7^ho!LoFwsc
zn5GDyi%1||2X8x>FNRyvTu#5YkdBe9Q{UC(w=U)90}MeIVxQ8^5eFb@>kJb=!bfg3
zwvka-BoA13nx;H}PulY>xX5DY$pC8BSBlur%8pN&b;p%v_y6>rTtv>p^C~83e`*$w
z_Jkk4h)0TNBgHI_VRUOvHjMRD^gW%ui!MRD(Fhw{p+k8(;9Hwudd{smvC|Za##S<C
zs(6b5T$!@A;up%6^BCO7sZ~yxFwW7W^=9V}@d~Lw6QX@qkk||JPn}AX`7Wwy^S&^2
z?EDEOfl5e3uQqw)=^3;qJVaGj%GZGvQb88*TEk0V7R-UN+msH!$?NFxH^f<-!R7Xe
zi|T!}4(E7Ll>6kthko9k#F1)+{?5Wrk}PjzAKgDP7YeY-ZV*k(kfZqrt|a#+u*=o$
zZKnhl8T$AT1i8vGm2n0Tnzk=#c)*d;G&D_N3_Q`M8{QTO%Z$JSFFEP9PI|~-hs*3W
zYSI9*riEq9E$>v|KvT`iz-t1pD#u?!u)9u7abqO%63Te*P$m`}$=*(Cm>&8&!~KD1
zCNDTku@Ven1*-@RO6vV0uIl?pa=agW0>yt(o;TLOY^0j?C0V{PHx5vdXXPe(>!<V~
zKZ0bIYlY?60jOZ^y4jD@&9+9Cl&BDed)Di%?Vm380?$<*Chz^clLKxiWu_s8nt{M@
zX`QJxyWdE3{`VUpGd*6a9Xtx0RX$WL^W8DK3zzQwT-0j@Q9qjNZ`eZm*NL&ccvY4O
zw4F6R(X$K&sfna6-s^(c1=Kne0P?yVcX7Yf$&}KTV6YqTo^;z5{S5yLUw0RU81|=P
zTWI&{<MdE9o6b9mS(*9FlGV1Ad1E@ZUk+KkhuEhmDgUg0kj{~|Yuh=REM!IhRO$A<
z<<!dHs?`yos^pEzmEpx7oYF2z=bDOgl@ie2kaKw+rp`a3Qk{QdxwOyJd06+KlIe>_
zIf)HuRv9@eLtr8AKU*y_cZ&E8$SGz)wp05zyV4ti_HA_}IJ&&iSH&NP3e+IpdK3m<
zd?uq9Iy)2@6S-{mHM<IyK;7KYx#>XN9?Mpsqap|t{m!jYRBJ(){=ikoLUUhV-}ery
z3|Z?J^^R1g3Y<f0iQG^gXbtol^{~s(FqA?`u_VY*omi14$|%>t`k_A~5ArAneYmn@
zc1aG$XaX?15x)%=qLG5zp!#MD;F(=Hr5aMgPh5oA)L(B_K!@s}Td<4F<wRXn?9hX~
zYUOSp7JlZc+-+BYxnhk(l6BQhH&h>iN5p7KbcrvTNhiHlf><7HJ`Xw<##IcDg2o%X
z>?4n-IcI(-8M2anyE`BGSXRfC3UA6#OY3S1akw;*JysUXfNNbNlFYX_og$`rX&*2_
z<ZW8sVZ#}DfHO>)J~dp$PFsi-X2%)n3W4x*TO}^72`*eg=UzbiJe{dJF7f_kdXu>5
z4NxP1N;A(b(&Eqs<CfCB3Eh$Y`ATuUBV7H|nm2K#p{pf_`3UXd(oRQ?awT04y9sNM
zNdefT;`b(oN6}LHHzaPIknqeJu&~ERa(s~AD;;5<?}E3$#P<1dfjtQ1aM@XNuKDvo
z35`Y4+rFY_=pIXm@zn-No(;u-@CC<fahJTSPv&;1+jyn21KD@PF`+tWl@MrDFY?Bm
z9lluo89Hy~qmllYe|YP>Y|-OwL4xb>%>g3(g(rP940l>in!f0N!nMNEy<fv#co%8$
z{G4_tklf~Y9QRrizRCRVK+erQf>Hl|nky_~1m(N@)iLQ>RWZ<!PK)ToK$H5;e+ta(
zH*k1z6ER-8lGU5%QW~!)F(8KXRlGX%knxB6Nc`GgNg<Iv?6+j=zS(poCSM9x`0Rd&
z()jJT$MPzqu`?~UCt?`>n2WSIfk$j;IrjfG_Kq={1z)@O%(QJA(>CsQ_q1)>wr$(C
zZQFgfZQHizo&R~>CwY={l5>*%VOQ-{d#$9t{F175UC>}3EJtY)%C}{lj_#~8Q<t8#
zr9Y?7%*{ag=HQxGcU1F;LK`MjqUk_)DLsS*?fPsXPHIjRQ@V~i3EqptckYvuN@MZC
z;utIS2T?s&rZ2<9seIb|_8(OU_%m9Gm{gOj_?wy5bXaUnou=*S`sVM{(C5+gKp6oW
z0&JTV#dLo+%laqui;9h<F7{QmY#;TX5tQ(G%jl^~JdB;ZBBqJ-Hyw^Hm@=l4$<%ny
zYz)tYW@YqRb?NfO{;6QCg$r!c(>C|+l2<^h*>lntst<_fDlL|mrm9{S9i<TJI!p-<
z+%ygg<;BaYOLgBg9XhoHeJzHFn+StW>;~yHOOE5_mgfyZPX3ml?Jam)G*7oboYJp8
ze2M-nq)uN*UOcNw<hu|p5KRN!n+sFX8C(eA;Fp$N1_4Yv0aDS(U)-b?mmHy|V+h7}
znD-QXCW8xHJ{HVRYCjau>K847<bIGqm!^eeUhF8kO(A|@M&5mv$-5^$K6uF^R4HPf
z`~B7l5NwO#kZO^R`7Ew$hPe2vrpK)2X7gVD*v8h#HV*1_YHyZ`aFx|+matDqj{|0c
z>2Xv!0n=(LrKNyG^(ghzE5kE{tD?D*8^EHpKLqSZL>gTB+jF>=0#Afi*_9u6a<3YJ
zIxJ;QVDs5lEEXl_Rl)<28q(?Hc#<Rb;2o$Dhh7W4rUp}bW1f2g`=<w60m;eNO}Gvk
z`;SDeeJA#+h62zw6{V1yI>6d8!jD07XxYp05|di_7dLzK41Dc|L)7)AFbqC=8J^o>
zi;fUq^U+!t_r1DXHswcE;7%xGXX?R<e*a>tr43>i22BN;FMxVJvM26iQRi2%1!|E&
zH2X~GflDtWa3`!J#aJmKt$+57rx{MdlN9wSgKe0-IHI*a&4@7<4dBHCkD2<ooIP7=
zCivPIDocA=Was?M3<Z$0u99VB4-ktoTpANz_wpr7fI20i=l;ckGi(ztyl1Z*{H)9r
z`z^41pmgud7KxTH@w*gCohMn|q+jef%$)`Fi|6^;j`SH4>lL%*@#KjuT`24&h5B}-
zGy(AEMrFPY8IlXNf~mCaaw8bv4+F>cYihm6MT7j%q;t{bmd4Z(j#28VIG-CAnZt5P
zQJB#SehkwCYX=ELn`ZOZFO=uJFC8KWJ~%c8lol8DhQT(VK+6DimWQzpZ%_T^o{r`;
zO5}phFl(JHjGWKMDGYN%PLeT;B_uC|8zpJTw*ST2z}4_1Casvtl<cjs^Vs`6gBkgk
zE226PBA|;lBIY3GTcAW&m3^B*Xk(v%Xt|!xrnTPSLg}emKcPA69EJ9A_8=7xS|kfp
z>k)*=;Z47vvH$d8+MGfZ7H%<^<5N-#d6wBevLD-MD@Fw*Prfz%>vLGD!IH3l1pLA3
zebp+&IpLQyvH?s#3jk0;cV)N@MtQiJpy*Hjj-k6827RWfT+*+{O5|k}=Py&~%qbtI
zHY@Z^#`zf?X2A6$YLeQ_k9~2nQ<Ut2SZKx#ZbcZ-PIQ~FO$sY-)BItT!|s(XQzNXB
zd33Z<eEY}Vqk;1tSg1YI%*}z2e<0!f<fq6&^7p%_b|_oLqBw+gcudt9uzyaAA{~x&
zZg+_!&PWru@cCOktez#woU?FF%B?w@uIV%mHHxAX-gd=y7^w~sD_F_qA)wA#2^d^2
z%*Ql=?a3f|<g)!GRaf9MSnx`?dbGlj;hKe2<9)3iD3T?ed!)#W8?YX4r*f08ZamO^
z@EXHT3neVv#Hz{?1Bl1ex`wQc**8HLO^Yevf=rx~G>b{os+Wkw_v&G<j`GHjQw<!y
zi=oU|-T7q+Wem0KbPqcd0**Yq+S2>7uiBP-h5m;OBv85^AtAj^Cs%V#2Fdy7ijS|G
zF)XzwiEl*S;Z?|b6Q4PIm3#(rd4YX%EqGP{pM&<%TXA((qX#T_iuv8B-POD&{r$T2
zV@}W*aitXa4{@{uP78sGVRlk+2sNCDpt0RJ<U1n<q6btwEi}c_3@2?m0|GXy8-`S_
zBS?@W?cO;nBUFgS1CmrYsh-LF4CN!Lxju(V#>dF{PvVRcXT>#`vVi+^em40dGQL#9
z4L1aHI%0E;GbiO@3Xexf{?o$ay@<74xEFg0lp}EKa8Uq)uoe81IrX}$d%bE1v`*B8
zqzEj3wX!)2#G{2x{8Xk)ZECFmy6mKz5AAEgc5(dA`Y=mADbmUL%d&z95*^RQI|%&g
zA5dxO>PV(-<+=gIXi^gg^THA^FPIptXMBUIwGvEIOkolcF<vuO?}d(L1&oIz$e%x+
zB6`H8BBOFv*f5;fNBI_bIf0^gZUK88I}IuPGsm6-o>rC$Dm?)cme%!Q@Q2o|INt?;
z*uw(U2Sd+lz{_~!n^mUA^vBWclZk954H(v6Y9T)&O*;nIxu?_%2L6d9Dp6z3UwnIU
z^%Vg1k$tQCTmAVL3y(#DG~z&Qz8mIf)~)0wC@BW45prl)%3_aD6dALK+627@P~YRu
z`-LSxbYt+|cR9A+W5Q;|d`}Bp=Cr|JwlEb{djwZB#%$<T!%Gd)n`(&MhUwidkr;Q}
z%4j0UVgR#s?4ST7fry9A<>8^>1ijx0dzB1L<_Y274*k2epd5~$%td(za?0~62CjRL
zRkH8dd)Ty&<7Bqw^0)c7eTuvclzy6jgEFI8o8_p^7@=sc@CQ@+sWxs>>LiSl_T&AW
z_{Y3oLM0w9H`mymi`M5!cwQxCDoA25MY0BC$nVamFq-N!{AiH?ASVy6#N{W|8E?})
zHQU?D#@V5sLgh%nC(}{|@#G6#Sj0XMx)+LhYM4?pjXR;&IdFOLdI^%%pm#jI*?zgC
z^k-N9$+o@wI8fr_U_1BRD05)cv=Ksv_6<XhLrzp6Z(*CD9ylef@N=4nWM|6pG0FnH
zx$e}G6~+$gp?9wVk`kHA1eXc#ca^nlIH0!>KBc0@+`*;A{pyB$@8$N+<Q^@TEEWHE
zPE(%M5gaztM@(Ry=m)~t$cRuhb~6Fn#$>zgpe3EnL_RHr(`Hvnmx1w}<ldWONMgc_
z&sN+JCid!W)-jq*6t$VM#wMz-oFOY)y+3#9=TV5S7*087-AklUFF+Rv#}DI!e&(<1
z+OPn;z_u^a?nslWz-3=eln??7Chrcyv|7+p7AG=MKE%9dBA@s^y9h5!*^04o`9Sz~
zT!D%K^L@Dn*HM4v7H29~;k4o(^0O+*J_mn!x{u>fmRbc(SxaRARI&YQH5}FX`Qa?K
zC7+J+(oXXoOpSElIMsauo@keHw8<2;?<H#O9Q!W%6e7zfKKNWomSB96QbecLYZD}-
z5pGQDOg%bn-54YNTKPGEr?(xNalli|;kEA=^3u6<Co8h+z%-p??J-19J{PPC?`wjd
z0VmZoW<vY<-t_5#7S{o_(A^iHm~j;|lyH(!4Y8>Nn_SKdEjK^O9hD;?s@`uNo05Mc
z^VqM`!e76;4b62gC8hY{Y8qyUw_dNt`Mvy!y}lhlgwIL9Z(_uK+%4Xo=4nG2-Z7m@
zopAaQ?qk{pFg@A4JrOCdP)KUe)RjIUC!myQ_jK5+^wcFy1IvR~+fn-oGhv_<dNvse
z3fivLlXr5V@5*bU(n5OnCi^`l=Xy8)dkrQFA0l1|b+<#@zTj}#sL;3(G=WW66vAGX
zx7}le5jvP)=NXaFYrPI3v9x)Y+3wy)AkSaaoBEY|I2pw3UFw``$QvACs@BldohK`%
zywZY@5y)I)+2l!2$%0Wpl#(7NB@QRgYAVD?E$}DrWfC>}lrr2+68@Q}?0p2ug%nO?
z)$?2b7kP-H?!ytxUuCt4+J?D2@-dv~CN|vzRne5~Y?7*1i7N!$*2rKv)Z(D_BCCyg
zfT`CY=7J5I*e!q`X|R){##53r5>w%x;8=kOd5;PLvYaa9s*U8L?)rkjhOc_ONfu3i
zXczfU*_n5I261L`^paC#g6@kbNFxF@vVu5Ifyb*!U9hc2*q;ua$->|bb5W;ewoVmA
zJR-$I7lV{-Y}CYBef+`lllpR<xOAu;HdECrSv4<x>UIsdQm`8)A(8;?sE;Sn8e>pz
zQ(abg^&m0-@y=!Ek(G~rkI<EY50s+(nLj(|*3zxf$RD*0m>+?A@uAISuHaF2e1onO
zA`VMn?ypSvJjL%5bdA2w7k?PopbpDVifpjLS$aUl2Rl4mDCz96-s|vMA?_r)r|@g>
zdi(DmdOrGix-E57^z6##QW6DMM|KP{eF@$X7XW;Nz9JD_VXMImWb=B{;}9?2Z6u%I
zsr`jFLcY!?sryVIoBX||IFpBS3QL3S>EB*G9EB7TIYXxEj{K5I4oS#=b$JCY(Q+@@
z&Ia>a^%S~@K%xfEBf*1kqWY4zr@VbW8Ing~O)z;`Riu(c@HnTcsFq>f<|Q?LPgOpR
zi7HMp;lTo$g@=bz2=l1Le=fdx4W7r+?s{8$akWa>nfVtdnuXrEI`Z1A*&1uOV<o6R
zs}q_9)ID38vlR8_nk6YY!%8m~mqcc5!6MH<(<CT=%6apRHYV;XB>n8q;OnGzw`Bw}
zspFR4ZVjTJ(Agq;%?V-eJvoe~{*lSP^aSKoO`$Jhkv$|8zMu>I9CVi+0hh*Law;o!
zXV(iu5-qU|N-5LqgvY$82~(sBA!yYv6$s_Ac+9&DI-kXIs<&CB=s=dwWmMI70F4sA
zm*M^b#my5rYa>C(j}6N*Ycb7piSf(<G|id+buu=l9~=7`BQU0zsNQ0=)rg#_F_3@w
zjU8^fv2efsYmgT*L9WV1{PaBRq|1p3kNVG4Xx8PZ&)hb?A&j}nW1uvu<gWZ4DUpyE
zHqQwO*F|ZNgm`XnJ+?!Tt>%&QBul!DL^U_d&o?#>5L_?*ns<HZ!jf*ZxPog*x5%=7
zwn=VNI@zS)Q0;Nmg)2?llNuvq)N~IhF|CKJX07+2hUR#5n?Z&(><fw9O!U4d$r<CO
z*T(92&0g_2f!N|YAK%AR2%f?q*0Y}Zm_CF_1mUHnMNNz|b}|;3WyY6Q6(=U3zvdF)
zkrUiWS(Jaca>9209yVTP!&h+4ESE5IHWWQRU_lK0@wOET!|%8KN<F_v3T@w=k8_n~
zGktFr8{UhRmAC5;1hSsb#Y-ZTz~d@<3XbLi-Mp}Db4qdc0zp-~fCE)FctzLjoNMGe
zV|&(pm*^LJui}|@l4%31{>}#^%fd~&;&ND=ER%+--DHB~hm_m)K;LEEL&x)#e3>%A
z(9#qtc@n<%2~&IUy%mpbF6}9nvJ6Ge_fJ_a`v>?M6YuYD9F8?IwYS{(w5TrVwHAY*
zZP6w1qF26$I8}lmd|j4&78rh|<8Jpz>1cg)auo&g#^3QUlpV*HRWE$Pk<Q%Rui>i1
z?n~g4Di~99dv-b<yjYE$NT+v><thYwjhsdyf{69wu4wf%BZth*ptK~{wZpLK;4|Z`
zIQhaqn*-JBWIPyd8@M*Oo92JHjWupfv@eBcb8suVRxiKMR?bvY#mJ>2-m1cNoS^mU
zwMbyzi2QY9&XyM+<?R;w*Ra^@C3ThF!&8>+v2AM9{{4s)u9c3(#4Ahv!kXtMS2FV4
z7|1Z+#<iNV$`uyvHk|AOkW8v0R*0!QTqm(881e6){t$|$Ef*X)!CEP0X4muhTuzOM
zy`hOPw$WRd+ky1D)a0@a%DaqX_)K!%4jvJJ6|b!~1mbl#Qj^ZP67Rt&kIF8^d!8q&
zE<5Xt``VL6Ow_;i4_M3?B>o_XSS&<QNYE8DrJv&=sz5<@BB}L37ZP$Y{RJU-s$K51
zmc+I^#$WJ*N8W-OT$7+{E>#@cEa(0W?-}MxC4xZb47l`csZ#tBSeA{x(;WdZWFX<Q
zjaD?hK7U=2&)g7l$Zg@&E^?RiKp*ZcB!+66Vb+76yKzhk%^0XhQ#_P-U(SG6Eu$2W
zOvql?^JLr&xd55ppy)Ydb4zx@e2FB`;+qmC%Gvhh&J+f1@=f=9L=*w))BcFE7Dk;m
z?D-aQB~<Y7Dvy?rdFwR)P0B6bHj9bSE-oBbw##u748(2+C~M8FR4=+|xCb}pCw|m|
z-H{^S*;(WdfRUCv8owrNin#`+Z)uK6gis=1Uv3w6bBmzzVe6N<bRo@wQB#GXJ8#B(
zG}kiK_-59TH)5ew1Yl)me{=@wwvFVJGWP2cyaQ%Jy}j<m6P{<j{-FJKrkkXi=h!xN
zq8*=tW1o|RS%8<qEKs+%2eAV^%9Jvyi4C@sk}Wxl*_w)37(mVqTC4Zc+IY`Hn~X(5
z5mS9ZOoS59?rCd`bQohllHa3i#Ea~0rxPN(tqmHJRN_bk)nbp|$w8$tqp_PUF%v_0
zX*WJwXV)yr=E&>gAGFqFj|6;i|7PzxavumnuIedz9_(HytpX*FaO!62M9}Qq{=U;c
z8So4_3L{gc<;r`XlWGa+UWhs2zGfvgU9KG^Wrz3#wrU~2G@hV@+X_?C5%5kERX*zj
zlExRslp4}jwG^D5SrFR1tqa}xP)hi0R_h**sMNSNeRwKH=Cq>`>jZ~I^|C7vbfVW(
z0dBceyeO|~6~6NUVLMLUVmfC>VerNVcK4$`@rJEujsa&_d!t<n2O-IA6;%Olq?2L{
zF*W?T7hE!J$>ij>hm}7bY`hmal5VT_3;CpjwVC$X9JS1S)xhqfq8lBW*3Tl~@)+lU
zBl1M2ylXJMyo4}&RCn@W!(BuBFdJR^YO}$opq)z*k@7ffZUakeY?>mvIw6M6w`dB+
zEcow%$Q*2F&?=O{vJI!nH&2yAf&aYI_Mv7~l%3Z8+14G6W*C=Aq(kS+OpAFgLln+B
zn>l8-B$5^PW&N(AH+Xu)7o!r2yGCnJ@^gD2+RJ#0a~;y~C_-DG6jI30&)n_qU?U!b
zbR{973Dwpd3Uik4#D^I?RttffHZA2n7hTCI>e3~|J7y~R1VAP8XmpOc*5Uqx{$-Jc
zLx@MYd&Rvc?1h@j9h{EN`~g&_W!$ullA316W1`AH_i#o9>{riZH<gEPiI;n28M6^G
zCSTF3)4$yklsPT+Ws}}xX&dbG4veuA3n_1)6m{S(MqGxMrP=a*D2Q7XUKBELkMb~Y
zqh+ncGDn>F(0l$RC&qhKqYqm!P~;{nV66MYm1PmmK{|Re_B?Msh3d)ede4YJ6q;Ox
z9KQ+x`<5QU8)~Alg|Bp4ALqMtX_;Q3VDKCFyK17mLKmU}6{lpnjJ^N(vGua&3cOd_
zs43@x)Ay<-I*XN=(1v(TxL?Vj^~C~Wy^CeorL$Fvk|;LdbO19p<S^Yf_Y@yzht%T+
zo$}#?;4qWH&P)EzhmK<{a7P9}#KLgEhe#&2wO{)^fKgch6XqjI&(wcW;X7PnW8q9(
z%_d>MjD1CM{QW-cXz77O9dD%<7ib=$avAw%P(^t&Iopg7DIv}h(E(>)CN#J7hW1(Y
zN>m<+@aAoLtkhvQ_h1bt)9zPF&;3R9!00@ct^irh&4iCAcw1OO3~{rzO$SDe30z&p
zG<Kjs<0I3kiTA8b2=k?a7Waq{?~UeT;pVv&cWdP)tV`0q`)yzvM#`cwF$D6vs#myO
z^}SI(pC$ve=ALPfBIi$u(I|Q2)q4;e2UxF3VOzLu#6H`NQ54jpsQ0K0WPVsITrbal
z%kwbF>3LoAb$HlN>oC><^oD!WaXBB;0lRP?A(Fv`z{S`LF`|SNa|py(@M3rZuo0bI
zK3AmEyO(e;^~+f;l#*&O2j4{nEY3jnwcpEfA!QfmzT1}Kg}Zv+UDMLCC7NsP5chNC
zHDwygb5wb7dXgGk@<R(X=kRJ!InlF0YWuM$&OYO5vNqL0mhQ7XXn2yiZ`2WtL)tX-
z)o5&$DjobUy?SvLT(bsXmA3Z1HGO=Sv}1j#kAQ`Qsip-Vfu@O;{VM=m;V@Ja0xNxN
z7G;d)Iv1<>{o_w9V<xe3`}A>th}`?4&q(6D2^4xi6oEat5Z_UiT9@`kA(&v9?~|0m
zLMua!VWUXH^_z_m+-QLVD%9%c9&b?@B#7nC!Oq5YtbqkwBRT0sD3LQjn|$f5kFmPe
z1v`r6PNq(e^E<;$A{S_bQCik79%Pu8PV4|L5{t(%3!-)Gt*42XYG{^<kK@B9ZjHK_
zL4-GCIF02rbjZm#OlScd__FCGVX36zZyg7^Q9;xexyM2^8?1P@RcPUescB~|-5?xH
zD^g5LIj|kDAPPu@li9Lf=Nn?8qfig*8a{bw=tXt_i_<7BJKfAEHjcU=e$4CAa3bVF
z9XzGqL<`?yoc9V?wV%2qU;%OSY1*M7M}C!215lvfQ*%dBIx9_?_5EfT5r|3;-itYQ
zi8%ys3C{O5tLDfpn=VF{e2piV$%1VGMGa$Cm3z7|t+*=cf=Bn%_J`CzYHC0pE_?Kd
z&AvbP*WNdSj$7>(6F(o8O+F^I<>|G_UH%EmXx0psfxT^Lf!z4K3eG2A39<X8P!PU9
zM-#NDP(G*nl+rA%SX$C;*uVeIvkJX)$GhXUAdc*rO&#PpmbuG<^QKT=JY(qP>PV^l
zx<;qKeIZLERy?m|3mG)yV%-^QYxEpVHuNU;{AeZ>psEjs**Di;{0;gEt(-YRO`Rw>
zN}c9DH-f}@uXyTAJ(W53n@zZQ=iY^vyu|?Gp$7gCW;W1=LHc$+nJx6xo+k6bNog~&
z<g<v;82QN@NXH-0_b~vx`6+a|YEKGx)6-TbA`xMQA1Lkl)X11he4P4Bon&RMsVekX
z8kTJ=LcbUh1AC!-xc^ukfVb#O;0sx|IjVZO2Rkn8o9|X+(aQz1-~8w-(iWmb%Tu#!
zdX+*VJ7Ou20JE8p7*E&k8$p5lx=us>780exl0Ijfy#}sXQLimekeb)^-fjY@nXE;E
zRrh!1bcqVc7s)&!Gs?Ju)dls27S@21+a<bis|1G18u5c8uEZ{FCaLE|f7)|AF(VbY
zFmMqp@ke?;2q-lU{C@QD+rJuYm_K2I{vEa|U8`l|4k!>~!|Qof8E8hKCkr!ivO%L$
zdy7^sVk}KfCyUj&4AtZA{}z|!g_OjU>Zv}merA=P3Xj5+^$<mhITdc5+39)5e8x~F
zk8OO8tE~ph+f|yAVv}-!nZTfF%G2Gy>cz+JYTWzP<0?0c&8eIQD~Uj<)m>%HBGyOX
zSuAcg!=8vNtg3hI77m2-<*Za_xDbMy^V{cigE41wt}x7WCyUYO?ZX#-$1j<acX+d6
z`TMK3*R}s;jdCp&Lw0gtczE-ZCw)Wg8yO(n3;uvsIgyw?HKFsv)qQms_m<+fcnRqx
z`Ac+5l9%sdJLgW1ll{2$Ai2>};-YSDyMbU=Yf#cLE+xl8tH<kj=23-O1`>S=mEd6R
z_6vXhLq;cL+TXHpAKp5db}bsnrntKmkQteAEVoFkRIwY$KrQPDiFEifA6sC_z@auX
zvB$pm6U9uM=f7)h>xvgb?8BhZXst<q1AVI3bz?$pe?is!-S-U8X^3-b9mU8miwemV
zxa}JG9`bH<V_*?;23|~tJPdbqw;)1ULZdtF@_Nt6pc{c<^>BYO8MzaTN1Kus#h>q@
z;{xcg=H^PdPly(3-JET`huw?zNj?(U*WglW60l_7o);yJw^<;YD}Hq<KK9=eru2Xx
zYJy$j%I2$z!ogsYm8EJ;Gx_ScOLxiFoHVwzJ9~loUT0SZ@!}p#AR+HdcD5$W5o*(V
z@96$qAQ&CUY36VHbKB>c#DZK}oQ*O_quem?LS29K)!w|aQlMx~cn_R;36=byQF*p4
z_OO6x9B62Gho?)GYfdI1*eHw)m)x{I($#`m@3G?+$_OVmdvPU|ljZi+!*xAtz&h@(
zwd8g8jQhjx1~bvAvuClyOBGAQl0#=2N;{gDmat%bD%-V!ErmMU;UewEfOzy?0urfv
zyDeNn^nI|~DAY<)y0*crg+}LP3}X+_*Uc25;8{$Dmp*yNUYOapZLR~S+errQhK&nv
zlj6PkBj!+2P-Xw59)1K_LUc1TR8^ikw9i;%!OT?UJ1~dGuSeZ3LH<;3E6hnq)=63d
z3bEV4XrG@5jM<Oy{5xvd1p3rGlQqvD3E7jHgsmV#sG)@5DDpdnO|5VWAE}JT%2_rL
z->h0}xq9%1*1}QQW{?Rz??1yOQOf$Nt9(UdalLE5&GK*Pta25Q9uk>Xdb%Y*#>5}r
zdma3R8iNPir4d`NH=KJLn(1Ofx9}7!lmf*}q~WC6#^>}a6&vD2oA)r1r?=S9Dx6RC
zOjrl+bW9qO1SHwyO2p@DJ9f}PAb7GuyH*nGhS85gx`zX-H7lt|LHkfwS(S@VMjj45
z#n)r!X$~Q-Ckz+K$~xRa(Wvvlt_kb3D2u`0KsTq&`Ea_?)D-xvyT`~o?^47i*@pWS
zW1Rb=eLCM;?9LeSneBA%6v+k92y3{iI31b3?^uH<B`MSR@LHG|yertlbX1K?E>D{a
z7NAC=+lcuX2;+uF#nUV#t~It)cZ|y3*nDytCQR?bK{0pbhYS<yMV`>pY|!G%5GJz<
zp>u;(%~lN1SkrU%lWrhdvzvzsgMaLq&Y~m0gIF0R|47;%yIxSG(ft}zSl|{EIaal5
zqjUy{Cp4zp@PS1UhvR!(6HGSZa3``K1~$N91oZ}~H)K&+2MEf<7Iy)0(rw|Z%n`gd
z#?%?*g&)_y5e?J$uP$Y2iPd+uTVQuyXHwbz-VFf->(tX#luk%1FXaRxZ?>&%2F8DE
z@q>LL*ITebD*nZ>iv1e&Zj$AZpXJ@ZRWh-$KVmHAFEH-Ysw=tBjv?2bG;0RHjDB>L
z^vRokEEN4I4NNWzC_62cwWFeLv{d`MIXiH^rY1;ZKPF>RIxATe6#ZuAJFUo=FjRbN
z*O6gemDv{6AWi^XPrBtbXQ;lP;FM-_`Wsq$GF_B8e6!kydLRD$H#Hbd{byi0B#--x
z{n1bp`M^IlS3ZFLUn{Uz@*|-j87=C9xST|K0{dgN0Va%)E9y@F6BcE{CtLd&?Xuf7
zgCEacQR0IVNWQH&3Jud173%#X2S>tS*lVNQb{YDXe4R^?QOHtyEW+n_8kj%Up^{vu
z;`&cqbPpWCnWjj^h7A1(PiT5T^z$ktkX`C`xa)SqDSlmQo2yV!_$z-^GYX_Y+B2WJ
zpc31FP!ubK%-xUWA)d$BnX!B;=5QLn12xaPFGWk~2T9A5TAql%lzk4yBIcR$C9C9^
zGq6smkXN~xGb<kchH#uf$9xN^M)>X^wZO`1ZTYQvhlPNH5Nt7^S_W7dG7+9tk2nPz
zANO~&yL*tQZqdzo?m}JGB-Tqxa1zX6rx@)w7Wi~#Nv#{c*)%0!bo(1QO-h(E!rC@T
z)~xg>PMgPqsiIVMO)Q~kg|D(I)g(brTpQzF(8TbPdSz`smR#0{BVn)>g-fM<wXe`p
zsgH&2@5Rgjye8r6XW|Pp3)9*Oo99AY;1(;I@M|)qXo6((_lfyS^O;borc~}p8{6du
zs~qZwXB#ZikoIlxXGHg~AJbkP)yd5}{KdwVOJbGNIIX-eFv7PYvjQM8AV_7DL0gud
zOJ|+7N%j;irzKQ0D!9#APFf|8-t^>BAtw@O$e&LT%sofgs#r50#3(Od8=@)WPmWfR
zv5&)Wj{O7a-;xuA6DIRZOLnJ|6G<qH$Q7LN{@s(#xTUG9b$Oq)>x&Lb<HN_lb7Ys9
zrg1jOJg|Pv3vKj0rEMe>Pk~*Z?<{e}QOweO!o;@|+mnnw(pAhe&UMHo!W;+;z8R;i
zsLkjZoo&iF$$#om2WG3W>PIw^s$&l_<@)REkn%Hv;1bZScSP>qO)8<tQPBUa#y{^=
zRo1_zhA+OziyHI(;I;gr;=w*e^s~$0Gj|XZMRo=sqaRV93IrCn$t~qsFv644sMSgw
zA98?K{dfS{%?CQwK+X0(F$Tfc6>D1?(c`r9p6kL+Z~m5*iG=L;?IQxuWmY9x*dCd3
z!`B~RA#BWn3aKwgQ#X%V0@z>+&%eeI;aNGCn@U+2v`Fez!7!BGZ)&(*`&@W?#OX;C
zOydcCL74<!yPZEGIdfH|N_Q{@br8((kx+fI%UaRth6W4j@o%{{Z`C|YKF*ZP$tHv9
zOi}W-ewOHy<+y6he~3e%8Tb`ej43hK?O0`Ga7Q08FqOh1JK5PLhD?B9)bL>7BeAu*
zR6^PfJsjQ9B3AyML6nioOTb{QE}dk_@q~%Z$5Lv1yI3wKVUb_W7bNgI(*ro%`;{Bv
zYXPp4;;1$(Zi;uqzWw5<YP7iYRzUeD*;*;E;uL}d?*7nN*lU_UnoD0u#lH8l15}+c
z%PyVhdr`qomJ20c^WfwrJ(tn)Z*`T41~)cj{k~{36?S`C78f$f54*lVazoXg_p2&}
zvBK92*vg}jN1RTuCU#k`$j)Y8`d8Y0@Snf5qo|zd)@oODtOW*ws#!0A%l}x?(Zg9A
z%E~Ww`$?iy!5s<pq<FcRdF3;_0L8}W`e&0-)UW>4+HiMS7j??j2gZ;)+fz@zaV^(-
z#Mk+(Xo1hXh&7Y4&jc{vwXz<0{;l5ff=~RwmDsOHR^E13bU#LnQ;5haim0D;%xb2j
zw9aWlIA!FT)o#GhRj;3-Fmz;?RbhFR0oA7uRu`*&i?gH%r&cq@F{x;a^@U=I?V+Ap
zOz0NP9FUZeI|cL&ZXJQ51YW-kR|wjZ6aYVeMo-eLO|E>*S5Fhf&}Ua9WG++?owXxp
zUYJi0WG<lZWGBZ6ki1FSeVr&&oN3A8!ta8ULk#WM0i`on;-1<Z!)D|U9N@o9P=g=?
zm~OZhsFvBB8jI3XkDAMTJvXCAFI9u3i@Fz2i>yYe+rhnKO_acqEon}u28o-{7aLyB
zrzRehDE)ba5}{4ar}W0!*M0vAfwC!#|6*J=8Af7!8_OD2!LgE<l|7YRg32{;NY8ON
z_!^6sK1(G=u5fFqS5V^fM*+e<C#$4%q4z}!1)#I|b5NG>ocl5CM4#5y3kOW|UF(tv
zjw^8|V?87mK2yS<hZRHhalxryZ^s1W?%$|KF*nRhwyE8IXbfE&X-75j{V|qbb(akr
zScI7OPE_Yo)lGY<1>9gSW5X_hY8_|keK5bkVITjNbKieKIQ7QbFcP|@T=X2xfz7_3
zlsHlBfDmA06B`Sy@4v|#gZV90D)3cuiruqt$W!Bb9riqaaAe+jl~Oi>X+^g}q&iH6
zR6CR2j<*#+ZbWPfd@@`4mpmcbpFm}1$QgbZVgJ}c$8x2uW)K7+4kZ+R+~27kcg(CX
z`BBeSef`bz_pO!2LjwfNKjQ{;T&X9?c~EN7cATdyT7?txI$^~$*>;bzd$0BcTX;#4
z#I}udf`;l@mi)4!^t{gP$?*5?sZ<2Q^PUrBQTy#C1RPM_hg;?~|D}-b3C|BG+gz7a
ziAj3RF#b#5jlNtmovsv5Kj^HzvAZ7ODB3Vs&V`f);gOPzsL?{m97yTX05vS^67u%K
zbwBM>6dwKn7*Lwx1eA@$*#+Sh6cv%SWYW+21Mouym*DvFr;cgMYM_6>p7+*H5PVbQ
z43%k7v7(YJ&U=>=%Ai?707HMXzGW_e>Pyq+srXLP$Pp`(1m;Y0|3`M6T3X85<uUn~
zh=Ik;uf<5p42{Q&{90H#8R0~9QrLmqKXYH%0j=F*yRla){`*LsyN&0oQ67OJcv)?n
zIDyE9MR?cSzLaO1Otq^J9Qm*!ex;AxClG~%?hZV@u&of4lXx$alyyv@7_}M6S1yW?
zLR~WxI}vS<e6<9xhVr46g9(i&N`5|dpye>Z{Viw)l|R;d7J3{LL%3nUBs;i)HK+Cg
ziRRjPA>W^Cf2v?_hl_F@LA{7G(&8m0>k#Q2{Kv!c;Wy5ux`iP9eFoX`qe@vk0MlQ6
zY;clRwQW@|ydK#&pd<OY0`kUC{N18sFHs*EyO;ya=ngQA8PS<hws;e&_Fyq{w=zeq
zkx2dGJO)OJuu;KY7*A!%o&i$g$e-}&cDqR*m9XQPo~{cC5(X2%Dc6(J07J-(JU2E>
zF!S3|sz)g3#dX&D9kR#m3b3)n*^m2BkK|vZ^dN@av4sq_D%<soFe?LH(n`WX@Q$l&
zVc`<JZ$m{N$g)ucSJ~nt%DWpI>apdxWN)VZRiWuXD|Fs>fp-Mx%}tAj+KjockOd&V
zx!)LW=Ki9SA5@NorQI`Ub#+4ZQTYp$t1%E#KpdGilTM8lxir!eUj-FiI5We6LM05k
zjk1I;4I`4y<Ep{+=W9QtAaV#NZ_r7Fe1lqO>laZg^uy|pSAz!yJ6R>Czzu`5W6bJC
z<~O@SreAzNi9jZ&>LM!Y)Wp$Ajs7lIxyC$$Yj|rlt3i#UP4(QLk<Pb2*5+>2ar={w
z9FNf<oSp1h9<McZd&Pq8F$^ae0za#vXl#f^g=H4xd~(zBk*jH{1{3Ew%EE=|ehe?l
zGmTIzirk_`CIPCLufC-C#Oov7`huRLw{^NX=aF|k*vIcJBanTl?i2Tm2rICKEBOhs
zCnrn7Y-f!p)~$+vyv1{%#ohmi-4d<}%yfnt1Z8Q`#8do^5y!O;l6k(nOzydi&|Ys-
zFpbq!c*!r-PSqi0$ls`&F-@(*({0!xKI8zqg-q8V6^dT<gCIuMfEXaF8KwqE8mK0y
z*;Je`nr#7L+3<vTn)aJjM=NcVo5}|vdKH}Y`ktH!&%-rSf_@fG`KJz=68a%Wez6NQ
zd^$goL+S9;df{(!^rrn?qk|m<ZD~Jr+e+>D=-yc8M!(|vzWzZ9;O@JL0{b&O8&2dK
znpQ)a4O^#h;ZdLjO;FABPAhI#Sx<h$FqDXy?CrEHdAG7qf&}F{s%(S*Q-6_*wzpsS
zu9h)GC<YMavRlJ_#<?Shb%XfA%SfFgm#t%}AXscdmYeu`66dSCQ;HfU9m58i+vZ=%
ztN%_YgtU>EgISnT2vW=ahPaa-qqkkWO&C51PmfQ!Sz};znnP7T!8dXt9#36{)re|2
z%OBu?c_@u2|GGOjr@zWw-@0!nYAV9(O*J94|Fc3cle|ia2PFvf`tcN9)dq6e?!20>
z4H8{P$<DRt(v~*@qe|YC8RG~{%I4N>@K@llQ{ONl`5K{OAxkFgqQgBU$j<Z-h*onC
zGExylyiXrd#JMRVp)h$k{W#_xEhAlWW>{BQ*CBW_e}E5O%FPQV<*PO-p65smHE+w!
z1~BXY-~|U@{U73pat^je&W6SggcNp0CQ8O?|9;8BK*z{V2~98PV65+C`|r!Y>Hi*@
z+u8`}I~fyF2yrqoFflSPGBPr7Ftf2RQ!_A<Gcb_<i<7oB`oD!JIq2Kj85<GOi|AW9
z8bi~|DG965i8xzX8R*;C{HGQrGjm76f6sr_L_?@z?BMt>H6b${BMT!d2NQsmmWdAV
z-?jd)3JImmU5p8t7#P{;g^Uf%^=&8#E$#H3%p8sN30?mG<p4S+I%Y~}Uf%yGM%o%!
zK>tryJSBHKV?uga0}DkbYiN2ILKXlty@<JkqZ1)B3)_DSMG`VG0hs<@-SDn7)NOG%
zkbPEacMs^$0k!}rP>>;+EcWT<@NC0C?okKevPcVeLYAS=mzT0t^J+q}TD@yM46L4V
z<Cp=SF5Xs>RS>cUDI$qeRnYQ)lK82_s$VBzmh6Dp-dTart(t2AlRPGMfjp0*KHGJ`
ztOTV#k+^a)LtMTf@-lw|%z#FIb@YHh8Au~o?@Aj)uB;CGC5+5V7CPr#w?Dqx9*xla
z5`WS>gXk)xCgD65q$`pyC3J1j3c3sSUN#A_7n<M<1d?9dtvo0s;!j_G{rND&{4V6=
z;oo87U}@*VM~2AqN@yc(B>1nH0axae)B&UY_He#QVV4O=bNx3z{&WRsRe9Qayj(vW
z?!8QCjHZ4qbdb9OF&f_u0BGoGz2{@9PflK}Sc{6Fe&jhz<b&VSubHoT3`mIaROzui
zR=IivXCy5<K89nSab(w9C=Rg!Lewllg;R+3P!B|#>CA4gB7$P^^yCNq7anB1eFG4l
z0{F{2Ci@3k{mms8${V((UixHqi;kic+Mn8MxT;q0tqtvl6!!paL#MqJ>nk>sHJ`%k
z>2EI3^;a~(t86R}yu9MKUW*3_hqPNhsG23}kP;j$iz(l=*<_l!XO|H4kuMq&pQYn}
zqrK}sT8$w%xUbziisIO4doI>Rr6m{ChvdAcmXbM9yTbeL_fH_NFVW{;<YKc{S{>yt
z7c&Z-S%yUO8iGo<=JJAnr+#?z9IaRP*^C<$&n?FZOqk}yv=WT6nE}X>Dvg-QTE;|;
zuMX7=H=KjZ-jfk%>J^ovk5Uh??JDJB0OQtQ?nni{Q2P@Nm7O-w9@hGzi*K2K>=p?&
zZcpBAi*&#>1^%=>{D3W0DN(*T;j!F1y)X0g3uc|87!iJSYe7+LjGGG@aBXJ}mBy}F
z9lCe;6R~vp2cNmPt0GRH?@cXROsC|QwZZF#hJTP{X6O&Dyl6%}s6kXlUI-k!EoNkT
z5w4Y3-G;H5yQu;;OWl*kU9cK45ZM$DdGr7iRtQY8MtFaB)nr(s5g3goMLm6K<xVj&
zp)-fX0P}<kG=Ys`;a;AK;pPJR)2ifWi{~WNt*tqj!mGyLOfx&9A?_;g+Ol#SS}iHe
z(22CfiL~GyC2!1%7?e!Q1yPKsDC#g2f1Dx@Q~w?Z9RFUG*Q-ls`27Lp=9EhnFX{$y
zi$o-_m*+)=5Zeq5s$&u+W;etrggk7R#RFv`2$UP#bC?v3ux|rQF)ScfE?dki7RY-X
z;^|8ZywL{KWLOLni&lo@nw)$;SP^HKA|K3rXl!>~bFb~ykpSd1su%^rNT<((hUw)M
z)1MXd#r1g+Y0{6=#}$HC0l$(DOwfLrDu%2ur3&W|<&59U40c1sOLa|5A01^!TL~_m
zYg1>ooqoU-3wR!&1m{X=VQ#VV?Zji6ezj1FfR8EFJizBXoc6@u6xuwuXt_^0Xsn4H
zAKQ1P=;}gJj5fek<D%)5j2M4#gTaGgFDnF~Bg@s;@CL$$yl^&q7XG$NDEv-3!FiKn
zmJK#dypEETxxi~hZQZ3*O}4TAu5V_`FSbqx^sH_=gdL|}dfqC{N3Znx_lQR%@kVqr
z_^YHZVDH-}+mOn6!al;uH*Sj^ZB1d?7dj{@<yGa+jj`}I-b}v!iA_chU$W;&{C#qo
ze86<?-jj&*`Dj+Rr^f0jnLf!Jt7-FP(?3?ZR>*DgUe6voH+II)gC`Y|+IUBrTa@!M
zQ-A+GH<(@c@psj`<w1s;ChEOZagPZIPcYfyg{T>_4REr1%<(^1`#STBF(vYMZ1sI>
z!_Udt1BB#|vNp98o7?*?6Tm^d(94K6`@OC-zJJ1j>K|!0Leb;L*)QkL%3s+!$UYm>
zhB}bW90lV}+zHdtA1O^AUS6o_eDP?uumy3eCWj8@a(FZ~`r6%+a#<|1Ta3xWeUv3{
z1s76PJ3sbpCL`=#leE+4j-K2nb0^szdA9k|$o}Xr-NQh{O+6~-*8F+ckOK=OzkjK`
zgCz+|Me$>)?p?%i;QSP^%a%Up3?%Dy(UZ*Vd%m8#-hKe-Yw>k!BjaxZw@Rr%cTN`Y
z&sfG=JZ%x4!dwuxj%*-4K$lppx*lj5?Bg-og+FBe^MbtF4elihyZr}#<mBWFmN?M$
z`Rg9G4ff~+d^oc5;lP6lF9+Rk9s|DceSs#HspR)KIgn(eO<d?r*e7{MQmcC#bOi&V
zlj~!~|Dw{__(Vz3MdFJF=PJ74F0_nS?H@V(6!Up+A|s~{`KMWI-`J$}Yu4u1?qFeH
zs;w@wpXE4KEsWMQ<w$4$Ozp5O#wd>^=L&ZznRUUZyzB^`=oeWGe$N`;x_4iUiY0C{
zhhoBD;cPJu*ZB(jx%F9@#<fQK=DTF@vw8XQ@z;4nS;kVvT3Ilk_ucc^9t`2#`&UN+
zqqtS^pBXCYSjFDHUs!egvymo;i|cg+FA%w<h2M`-__FVT85<C>>@Qp~Hj7RKz1|J3
zkBBifSM8c~FIu*h8;@Ge^1$NICBtiEh<i%cZ49vx-<GWxxc3n*rx;)R8$v?fl}2>b
zC`ZY>F05$!^-B({SdlOB4fFGz+IJFlU!17-lZFjP8FKGURPkq9o3la>PHm?GxD2lR
z`R6K|Ox?#S++CZKjt+MJh<-N(M;YJ5og)HjWBg@qM8CJCyC_?8WWAfmQdZyg?t9K<
zain+FlwQ^y9GMd42t@p2p0}o*O*0Eb+feexM#`_c&ieZ!)uI}Q+LYvtn)@cXYk+Fc
zeL;QER+X7+u}dMw`qJ@wDn3xMW2?cYqT<3ibIO^XXDr1jG&v3ke{P?@VO!&Qw%1U^
zwY_;$*M9x4uR|GMWnP+k;ZCc0-FjW?!y#6Cz9+$^1B8opzWrh)iR0^=wV0r<rtEhs
zpK0)MYDeJSn39(s+G8w{*VtbHJ*S>Sf>u~rpHF|QPLUSl$I~6b*Ly_{^B#FNoGDf=
zmk&3mC|OVU3oR10Z&2qVcg+8T);8dO;N*Wnl$wIE2{gU9jghe%p(X<%fK3~kUeVmc
z_}?2ey(*z5BOx;(<G(otTU#eW0L#Di3jYZ=u_gRpZ2F&p5TPbF2R{ch3xGj{otc42
zgjIk+h?RkbUznengH=S3l|_J=m+=1{@-K^&v5l#d86hJF%YT6z;eWW!%IP0x(u-LA
zgIOVCLt7)`|4^Z$(?8_3hIU)W8|PCP(8CSd+wu!1A`W2mhrE;h18Zh3D{Oo8(~2jA
znIjY<Z$1SJXL|Q{Q(bf4nstu*%ZvAqIt0J8U!WdxQ^V0^L(OUN1k}BBLXx0Dx5t{a
zCHsGx!f$~Ht;EPg@m;Uzk%9(w4^l#*qq*Fj`(YG4+^GfRG2!<!tv&2S6}B_}>}cie
zDCwiaa#3MxBe^j9_J^G086&J@fZQ6WJDhe2CP{6K!wwhigc-q=<TjL-!w-<rE9&o`
j8x`n5|NAaEI_Wz&xjFpX7e+=FW(IcX-@k=rMWFvbRLx*T

literal 0
HcmV?d00001

diff --git a/covid_comp_script0_table.tex b/covid_comp_script0_table.tex
new file mode 100644
index 0000000..c8b1af6
--- /dev/null
+++ b/covid_comp_script0_table.tex
@@ -0,0 +1,434 @@
+\documentclass[11pt, oneside]{article}\usepackage[]{graphicx}\usepackage[]{color}
+% maxwidth is the original width if it is less than linewidth
+% otherwise use linewidth (to make sure the graphics do not exceed the margin)
+\makeatletter
+\def\maxwidth{ %
+  \ifdim\Gin@nat@width>\linewidth
+    \linewidth
+  \else
+    \Gin@nat@width
+  \fi
+}
+\makeatother
+
+\definecolor{fgcolor}{rgb}{0.345, 0.345, 0.345}
+\newcommand{\hlnum}[1]{\textcolor[rgb]{0.686,0.059,0.569}{#1}}%
+\newcommand{\hlstr}[1]{\textcolor[rgb]{0.192,0.494,0.8}{#1}}%
+\newcommand{\hlcom}[1]{\textcolor[rgb]{0.678,0.584,0.686}{\textit{#1}}}%
+\newcommand{\hlopt}[1]{\textcolor[rgb]{0,0,0}{#1}}%
+\newcommand{\hlstd}[1]{\textcolor[rgb]{0.345,0.345,0.345}{#1}}%
+\newcommand{\hlkwa}[1]{\textcolor[rgb]{0.161,0.373,0.58}{\textbf{#1}}}%
+\newcommand{\hlkwb}[1]{\textcolor[rgb]{0.69,0.353,0.396}{#1}}%
+\newcommand{\hlkwc}[1]{\textcolor[rgb]{0.333,0.667,0.333}{#1}}%
+\newcommand{\hlkwd}[1]{\textcolor[rgb]{0.737,0.353,0.396}{\textbf{#1}}}%
+\let\hlipl\hlkwb
+
+\usepackage{framed}
+\makeatletter
+\newenvironment{kframe}{%
+ \def\at@end@of@kframe{}%
+ \ifinner\ifhmode%
+  \def\at@end@of@kframe{\end{minipage}}%
+  \begin{minipage}{\columnwidth}%
+ \fi\fi%
+ \def\FrameCommand##1{\hskip\@totalleftmargin \hskip-\fboxsep
+ \colorbox{shadecolor}{##1}\hskip-\fboxsep
+     % There is no \\@totalrightmargin, so:
+     \hskip-\linewidth \hskip-\@totalleftmargin \hskip\columnwidth}%
+ \MakeFramed {\advance\hsize-\width
+   \@totalleftmargin\z@ \linewidth\hsize
+   \@setminipage}}%
+ {\par\unskip\endMakeFramed%
+ \at@end@of@kframe}
+\makeatother
+
+\definecolor{shadecolor}{rgb}{.97, .97, .97}
+\definecolor{messagecolor}{rgb}{0, 0, 0}
+\definecolor{warningcolor}{rgb}{1, 0, 1}
+\definecolor{errorcolor}{rgb}{1, 0, 0}
+\newenvironment{knitrout}{}{} % an empty environment to be redefined in TeX
+
+\usepackage{alltt}   	% use "amsart" instead of "article" for AMSLaTeX format
+%\usepackage{geometry}                		% See geometry.pdf to learn the layout options. There are lots.
+%\geometry{letterpaper}                   		% ... or a4paper or a5paper or ... 
+%\geometry{landscape}                		% Activate for for rotated page geometry
+%\usepackage[parfill]{parskip}    		% Activate to begin paragraphs with an empty line rather than an indent
+%\usepackage{graphicx}				% Use pdf, png, jpg, or eps with pdflatex; use eps in DVI mode
+								% TeX will automatically convert eps --> pdf in pdflatex		
+%\usepackage{amssymb}
+
+\usepackage[utf8]{inputenc}
+%\usepackage[cyr]{aeguill}
+%\usepackage[francais]{babel}
+%\usepackage{hyperref}
+
+
+\title{Positive selection on genes interacting with SARS-Cov2, comparison of different analysis}
+\author{Marie Cariou}
+\date{Janvier 2021}							% Activate to display a given date or no date
+\IfFileExists{upquote.sty}{\usepackage{upquote}}{}
+\begin{document}
+\maketitle
+
+\tableofcontents
+
+\newpage
+
+\section{Files manipulations}
+
+\subsection{Read Janet Young's table}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{workdir}\hlkwb{<-}\hlstr{"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/"}
+
+\hlstd{tab}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
+  \hlstr{"data/COVID_PAMLresults_332hits_plusBatScreens_2020_Apr14.csv"}\hlstd{),}
+        \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T,} \hlkwc{dec}\hlstd{=}\hlstr{","}\hlstd{)}
+\hlkwd{dim}\hlstd{(tab)}
+\end{alltt}
+\begin{verbatim}
+## [1] 332  84
+\end{verbatim}
+\end{kframe}
+\end{knitrout}
+
+\subsection{Read DGINN Young table}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{dginnY}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
+  \hlstr{"data/summary_primate_young.res"}\hlstd{),}
+        \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)}
+
+\hlkwd{dim}\hlstd{(dginnY)}
+\end{alltt}
+\begin{verbatim}
+## [1] 1992    7
+\end{verbatim}
+\end{kframe}
+\end{knitrout}
+
+\subsection{Joining Young and DGINN Young table}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlcom{# correct gene names (MARC1)}
+\hlstd{val_remp}\hlkwb{=}\hlkwd{as.character}\hlstd{(}\hlkwd{unique}\hlstd{(dginnY}\hlopt{$}\hlstd{Gene)[(}\hlkwd{unique}\hlstd{(dginnY}\hlopt{$}\hlstd{Gene)} \hlopt{%in%}
+                                             \hlstd{tab}\hlopt{$}\hlstd{Gene.name)}\hlopt{==}\hlstd{F])}
+\hlstd{tab}\hlopt{$}\hlstd{Gene.name}\hlkwb{<-}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name)}
+\hlstd{tab}\hlopt{$}\hlstd{Gene.name[}\hlnum{158}\hlstd{]}\hlkwb{<-}\hlstd{val_remp}
+\hlkwd{sum}\hlstd{(}\hlkwd{unique}\hlstd{(dginnY}\hlopt{$}\hlstd{Gene)} \hlopt{%in%} \hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name))}
+\end{alltt}
+\begin{verbatim}
+## [1] 332
+\end{verbatim}
+\end{kframe}
+\end{knitrout}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{add_col}\hlkwb{<-}\hlkwa{function}\hlstd{(}\hlkwc{method}\hlstd{=}\hlstr{"PamlM1M2"}\hlstd{)\{}
+
+\hlstd{tmp}\hlkwb{<-}\hlstd{dginnY[dginnY}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstd{method,}
+           \hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"Omega"}\hlstd{,} \hlstr{"PosSel"}\hlstd{,} \hlstr{"PValue"}\hlstd{,} \hlstr{"NbSites"}\hlstd{,} \hlstr{"PSS"}\hlstd{)]}
+
+\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlkwd{paste0}\hlstd{(}\hlstr{"Omega_"}\hlstd{, method),}
+              \hlkwd{paste0}\hlstd{(}\hlstr{"PosSel_"}\hlstd{, method),} \hlkwd{paste0}\hlstd{(}\hlstr{"PValue_"}\hlstd{, method),}
+              \hlkwd{paste0}\hlstd{(}\hlstr{"NbSites_"}\hlstd{, method),} \hlkwd{paste0}\hlstd{(}\hlstr{"PSS_"}\hlstd{, method))}
+
+\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)}
+
+\hlkwd{return}\hlstd{(tab)}
+\hlstd{\}}
+
+\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"PamlM1M2"}\hlstd{)}
+\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"PamlM7M8"}\hlstd{)}
+\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"BppM1M2"}\hlstd{)}
+\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"BppM7M8"}\hlstd{)}
+
+
+\hlcom{# Manip pour la colonne BUSTED}
+
+\hlstd{tmp}\hlkwb{<-}\hlstd{dginnY[dginnY}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstr{"BUSTED"}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"Omega"}\hlstd{,} \hlstr{"PosSel"}\hlstd{,} \hlstr{"PValue"}\hlstd{)]}
+\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"Omega_BUSTED"}\hlstd{,} \hlstr{"PosSel_BUSTED"}\hlstd{,} \hlstr{"PValue_BUSTED"}\hlstd{)}
+\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)}
+
+\hlstd{tmp}\hlkwb{<-}\hlstd{dginnY[dginnY}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstr{"MEME"}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"NbSites"}\hlstd{,} \hlstr{"PSS"}\hlstd{)]}
+\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"NbSites_MEME"}\hlstd{,} \hlstr{"PSS_MEME"}\hlstd{)}
+\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)}
+\end{alltt}
+\end{kframe}
+\end{knitrout}
+
+
+\subsection{Read DGINN Table}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{dginnT}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
+      \hlstr{"data/DGINN_202005281649summary_cleaned.csv"}\hlstd{),}
+      \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T,} \hlkwc{sep}\hlstd{=}\hlstr{","}\hlstd{)}
+
+\hlkwd{dim}\hlstd{(dginnT)}
+\end{alltt}
+\begin{verbatim}
+## [1] 412  27
+\end{verbatim}
+\begin{alltt}
+\hlkwd{names}\hlstd{(dginnT)}
+\end{alltt}
+\begin{verbatim}
+##  [1] "File"               "Name"               "Gene"               "GeneSize"           "NbSpecies"         
+##  [6] "omegaM0Bpp"         "omegaM0codeml"      "BUSTED"             "BUSTED.p.value"     "MEME.NbSites"      
+## [11] "MEME.PSS"           "BppM1M2"            "BppM1M2.p.value"    "BppM1M2.NbSites"    "BppM1M2.PSS"       
+## [16] "BppM7M8"            "BppM7M8.p.value"    "BppM7M8.NbSites"    "BppM7M8.PSS"        "codemlM1M2"        
+## [21] "codemlM1M2.p.value" "codemlM1M2.NbSites" "codemlM1M2.PSS"     "codemlM7M8"         "codemlM7M8.p.value"
+## [26] "codemlM7M8.NbSites" "codemlM7M8.PSS"
+\end{verbatim}
+\begin{alltt}
+\hlcom{# Number of genes in dginn-primate output not present in the original table}
+\hlstd{dginnT[(dginnT}\hlopt{$}\hlstd{Gene} \hlopt{%in%} \hlstd{tab}\hlopt{$}\hlstd{Gene.name)}\hlopt{==}\hlstd{F,}\hlstr{"Gene"}\hlstd{]}
+\end{alltt}
+\begin{verbatim}
+##  [1] ACE2               ADAM9[0-3120]      ADAM9[3119-3927]   ATP5MGL            C1H1ORF50          CEP135[0-3264]    
+##  [7] CEP135[3263-3678]  CEP43              COQ8B              COQ8A              CSNK2A1            CSNK2B[0-609]     
+## [13] CSNK2B[608-2568]   CYB5R1             DDX21[0-717]       DDX21[716-2538]    DDX50              DNAJC15           
+## [19] DPH5[0-702]        DPH5[701-1326]     DPY19L2            ELOC               ERO1B              EXOSC3[0-1446]    
+## [25] EXOSC3[1445-1980]  FBN3               GNB4               GNB2               GNB3               GOLGA7[0-312]     
+## [31] GOLGA7[311-549]    GPX1[0-1218]       GPX1[1217-2946]    HDAC1              HS6ST3             IMPDH1            
+## [37] ITGB1[0-2328]      ITGB1[2327-2844]   LMAN2L             MRPS5[0-1569]      MRPS5[1568-3783]   MARC2             
+## [43] MGRN1              NDFIP2[0-768]      NDFIP2[767-1314]   NDUFAF2[0-258]     NDUFAF2[257-744]   NSD2              
+## [49] NUP58              NUP58[0-1824]      NUP58[1823-2367]   PABPC3             POTPABPC1          PABPC4L           
+## [55] PABPC5             PCSK5              PRIM2[0-1071]      PRIM2[1070-1902]   PRKACB             PRKACG            
+## [61] PTGES2[0-1587]     PTGES2[1586-2202]  RAB8B              RAB13              RAB18[0-855]       RAB18[854-1815]   
+## [67] RAB2B              RAB5A              RAB5B              RAB15              RALB               EZR               
+## [73] EZR[0-1458]        EZR[1457-3771]     MSN                RETREG3            RHOB               RHOC              
+## [79] SLC44A2[0-2577]    SLC44A2[2576-3657] SPART              SRP72[0-2604]      SRP72[2603-3417]   STOM[0-1047]      
+## [85] STOM[1046-1800]    STOML3             TIMM29             TLE4               TLE2               TLE2[0-1302]      
+## [91] TLE2[1301-3987]    TMPRSS2            TOMM70             TOR1B              WASHC4             WFS1[0-2346]      
+## [97] WFS1[2345-3216]    YIF1B             
+## 411 Levels: AAR2 AASS AATF ABCC1 ACAD9 ACADM ACE2 ACSL3 ADAM9 ADAM9[0-3120] ADAM9[3119-3927] ADAMTS1 AES AGPS AKAP8 ... ZYG11B
+\end{verbatim}
+\begin{alltt}
+\hlcom{# This includes paralogs, recombinations found by DGINN and additionnal genes }
+\hlcom{# included on purpose}
+
+\hlcom{# Number of genes from the original list not present in DGINN output}
+\hlstd{tab[(tab}\hlopt{$}\hlstd{Gene.name} \hlopt{%in%} \hlstd{dginnT}\hlopt{$}\hlstd{Gene)}\hlopt{==}\hlstd{F,}\hlstr{"Gene.name"}\hlstd{]}
+\end{alltt}
+\begin{verbatim}
+##  [1] "ADCK4"    "ARL6IP6"  "ATP5L"    "C19orf52" "C1orf50"  "ERO1LB"   "FAM134C"  "FGFR1OP"  "KIAA1033" "MFGE8"    "NUPL1"   
+## [12] "SIGMAR1"  "SPG20"    "TCEB1"    "TCEB2"    "TOMM70A"  "USP13"    "VIMP"     "WHSC1"
+\end{verbatim}
+\begin{alltt}
+\hlkwd{names}\hlstd{(dginnT)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"File"}\hlstd{,} \hlstr{"Name"}\hlstd{,} \hlstr{"Gene.name"}\hlstd{,} \hlstr{"GeneSize"}\hlstd{,}
+  \hlstr{"dginn-primate_NbSpecies"}\hlstd{,} \hlstr{"dginn-primate_omegaM0Bpp"}\hlstd{,}
+  \hlstr{"dginn-primate_omegaM0codeml"}\hlstd{,} \hlstr{"dginn-primate_BUSTED"}\hlstd{,}
+  \hlstr{"dginn-primate_BUSTED.p.value"}\hlstd{,} \hlstr{"dginn-primate_MEME.NbSites"}\hlstd{,}
+  \hlstr{"dginn-primate_MEME.PSS"}\hlstd{,} \hlstr{"dginn-primate_BppM1M2"}\hlstd{,}
+  \hlstr{"dginn-primate_BppM1M2.p.value"}\hlstd{,} \hlstr{"dginn-primate_BppM1M2.NbSites"}\hlstd{,}
+  \hlstr{"dginn-primate_BppM1M2.PSS"}\hlstd{,} \hlstr{"dginn-primate_BppM7M8"}\hlstd{,}
+  \hlstr{"dginn-primate_BppM7M8.p.value"}\hlstd{,} \hlstr{"dginn-primate_BppM7M8.NbSites"}\hlstd{,}
+  \hlstr{"dginn-primate_BppM7M8.PSS"}\hlstd{,}  \hlstr{"dginn-primate_codemlM1M2"}\hlstd{,}
+  \hlstr{"dginn-primate_codemlM1M2.p.value"}\hlstd{,} \hlstr{"dginn-primate_codemlM1M2.NbSites"}\hlstd{,}
+  \hlstr{"dginn-primate_codemlM1M2.PSS"}\hlstd{,}     \hlstr{"dginn-primate_codemlM7M8"}\hlstd{,}
+  \hlstr{"dginn-primate_codemlM7M8.p.value"}\hlstd{,} \hlstr{"dginn-primate_codemlM7M8.NbSites"}\hlstd{,}
+  \hlstr{"dginn-primate_codemlM7M8.PSS"}\hlstd{)}
+\end{alltt}
+\end{kframe}
+\end{knitrout}
+
+\subsection{Join Table and DGINN table}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab,dginnT,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{,} \hlkwc{all.x}\hlstd{=T)}
+\end{alltt}
+\end{kframe}
+\end{knitrout}
+
+\subsection{Add DGINN results on bat dataset}
+
+DGINN results from different analysis.
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlcom{# original table}
+\hlstd{dginnbats}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
+      \hlstr{"data/DGINN_202005281339summary_cleaned.tab"}\hlstd{),}
+                  \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)}
+
+\hlcom{# rerun on corrected alignment}
+\hlstd{dginnbatsnew1}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
+      \hlstr{"data/DGINN_202011262248_summary.tab"}\hlstd{),}
+            \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)}
+\hlstd{dginnbatsnew2}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
+      \hlstr{"data/DGINN_202012192053_summary.tab"}\hlstd{),}
+            \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)}
+
+\hlcom{# colomne choice, BUSTED and Bppml form first file, codeml from the other one}
+
+\hlstd{dginnbatsnew}\hlkwb{<-}\hlstd{dginnbatsnew1}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{omegaM0codeml}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{omegaM0codeml}
+
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM1M2}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM1M2}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM1M2_p.value}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM1M2_p.value}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM1M2_NbSites}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM1M2_NbSites}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM1M2_PSS}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM1M2_PSS}
+
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM7M8}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM7M8}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM7M8_p.value}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM7M8_p.value}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM7M8_NbSites}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM7M8_NbSites}
+\hlstd{dginnbatsnew}\hlopt{$}\hlstd{codemlM7M8_PSS}\hlkwb{<-}\hlstd{dginnbatsnew2}\hlopt{$}\hlstd{codemlM7M8_PSS}
+
+\hlcom{####}
+\hlcom{## RIPK1 is actually a primat results}
+\hlcom{## 1. Take it and put it at the right place}
+\hlstd{ripk1}\hlkwb{<-}\hlkwd{as.vector}\hlstd{(dginnbatsnew[dginnbatsnew}\hlopt{$}\hlstd{Gene}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,])}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_omegaM0Bpp`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_omegaM0Bpp`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_BUSTED.p.value`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_BUSTED.p.value`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_BppM1M2.p.value`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_BppM1M2.p.value`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_BppM7M8.p.value`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_BppM7M8.p.value`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_BppM7M8.PSS`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_BppM7M8.PSS`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_codemlM1M2.p.value`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_codemlM1M2.p.value`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_codemlM1M2.PSS`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_codemlM1M2.PSS`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_codemlM7M8.p.value`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_codemlM7M8.p.value`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{`dginn-primate_codemlM7M8.PSS`}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{`dginn-primate_codemlM7M8.PSS`))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"GeneSize"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{GeneSize}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_NbSpecies"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{NbSpecies}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_omegaM0Bpp"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{omegaM0Bpp}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_omegaM0codeml"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{omegaM0codeml}
+
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BUSTED"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BUSTED}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BUSTED.p.value"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BUSTED_p.value}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_MEME.NbSites"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{MEME_NbSites}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_MEME.PSS"}\hlstd{]}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(ripk1}\hlopt{$}\hlstd{MEME_PSS))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM1M2"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM1M2}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM1M2.p.value"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM1M2_p.value}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM1M2.NbSites"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM1M2_NbSites}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM1M2.PSS"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM1M2_PSS}
+
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM7M8"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM7M8}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM7M8.p.value"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM7M8_p.value}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM7M8.NbSites"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM7M8_NbSites}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_BppM7M8.PSS"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{BppM7M8_PSS}
+
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM1M2"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM1M2}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM1M2.p.value"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM1M2_p.value}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM1M2.NbSites"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM1M2_NbSites}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM1M2.PSS"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM1M2_PSS}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM7M8"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM7M8}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM7M8.p.value"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM7M8_p.value}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM7M8.NbSites"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM7M8_NbSites}
+\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"RIPK1"}\hlstd{,}\hlstr{"dginn-primate_codemlM7M8.PSS"}\hlstd{]}\hlkwb{<-}\hlstd{ripk1}\hlopt{$}\hlstd{codemlM7M8_PSS}
+
+\hlcom{## 2. Remove it}
+\hlstd{dginnbatsnew}\hlkwb{<-}\hlstd{dginnbatsnew[dginnbatsnew}\hlopt{$}\hlstd{Gene}\hlopt{!=}\hlstr{"RIPK1"}\hlstd{,]}
+
+
+\hlcom{## suppress redundant lines}
+\hlstd{dginnbats}\hlkwb{<-}\hlstd{dginnbats[(dginnbats}\hlopt{$}\hlstd{Gene} \hlopt{%in%} \hlstd{dginnbatsnew}\hlopt{$}\hlstd{Gene)}\hlopt{==}\hlnum{FALSE}\hlstd{,]}
+\hlkwd{names}\hlstd{(dginnbatsnew)}\hlkwb{<-}\hlkwd{names}\hlstd{(dginnbats)}
+
+\hlcom{##############"}
+\hlstd{dginnbatsnew[,}\hlnum{4}\hlstd{]}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(dginnbatsnew[,}\hlnum{4}\hlstd{])}
+\hlstd{dginnbats[,}\hlnum{6}\hlstd{]}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(dginnbats[,}\hlnum{6}\hlstd{]))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{dginnbats[,}\hlnum{8}\hlstd{]}\hlkwb{<-}\hlkwd{as.character}\hlstd{(dginnbats[,}\hlnum{8}\hlstd{])}
+\hlstd{dginnbats[,}\hlnum{12}\hlstd{]}\hlkwb{<-}\hlkwd{as.character}\hlstd{(dginnbats[,}\hlnum{12}\hlstd{])}
+\hlstd{dginnbats[,}\hlnum{13}\hlstd{]}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(dginnbats[,}\hlnum{13}\hlstd{]))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{dginnbats[,}\hlnum{16}\hlstd{]}\hlkwb{<-}\hlkwd{as.character}\hlstd{(dginnbats[,}\hlnum{16}\hlstd{])}
+\hlstd{dginnbats[,}\hlnum{17}\hlstd{]}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(dginnbats[,}\hlnum{17}\hlstd{]))}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlcom{## replace by new data}
+\hlstd{dginnbats}\hlkwb{<-}\hlkwd{rbind}\hlstd{(dginnbats, dginnbatsnew)}
+
+\hlkwd{names}\hlstd{(dginnbats)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"File"}\hlstd{,} \hlstr{"bats_Name"}\hlstd{,} \hlstr{"cooper.batsGene"}\hlstd{,} \hlkwd{paste0}\hlstd{(}\hlstr{"bats_"}\hlstd{,}
+    \hlkwd{names}\hlstd{(dginnbats)[}\hlopt{-}\hlstd{(}\hlnum{1}\hlopt{:}\hlnum{3}\hlstd{)]))}
+\hlkwd{names}\hlstd{(dginnbats)}
+\end{alltt}
+\begin{verbatim}
+##  [1] "File"                    "bats_Name"               "cooper.batsGene"         "bats_GeneSize"          
+##  [5] "bats_NbSpecies"          "bats_omegaM0Bpp"         "bats_omegaM0codeml"      "bats_BUSTED"            
+##  [9] "bats_BUSTED.p.value"     "bats_MEME.NbSites"       "bats_MEME.PSS"           "bats_BppM1M2"           
+## [13] "bats_BppM1M2.p.value"    "bats_BppM1M2.NbSites"    "bats_BppM1M2.PSS"        "bats_BppM7M8"           
+## [17] "bats_BppM7M8.p.value"    "bats_BppM7M8.NbSites"    "bats_BppM7M8.PSS"        "bats_codemlM1M2"        
+## [21] "bats_codemlM1M2.p.value" "bats_codemlM1M2.NbSites" "bats_codemlM1M2.PSS"     "bats_codemlM7M8"        
+## [25] "bats_codemlM7M8.p.value" "bats_codemlM7M8.NbSites" "bats_codemlM7M8.PSS"
+\end{verbatim}
+\begin{alltt}
+\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab,dginnbats,} \hlkwc{by}\hlstd{=}\hlstr{"cooper.batsGene"}\hlstd{,} \hlkwc{all.x}\hlstd{=T)}
+\end{alltt}
+\end{kframe}
+\end{knitrout}
+
+\subsection{Write the new table}
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlkwd{write.table}\hlstd{(tab,} \hlstr{"covid_comp_complete.txt"}\hlstd{,} \hlkwc{row.names}\hlstd{=}\hlnum{FALSE}\hlstd{,} \hlkwc{quote}\hlstd{=}\hlnum{FALSE}\hlstd{,} \hlkwc{sep}\hlstd{=}\hlstr{"\textbackslash{}t"}\hlstd{)}
+\end{alltt}
+\end{kframe}
+\end{knitrout}
+
+\end{document}
+
-- 
GitLab