From fb5a2328dc2334a52a4f59bbd9152a992186c59d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Christoph=20Sch=C3=BCrz?= <christoph.schuerz@ufz.de>
Date: Fri, 10 Mar 2023 10:42:13 +0100
Subject: [PATCH] Implement water balance plot function

---
 DESCRIPTION                  |   2 +-
 NAMESPACE                    |   2 +
 R/plot_waterbalance.R        | 105 +++++++++++++++++++++++++++++++++++
 R/run_swat_verify.R          |   7 ++-
 R/update_input_files.R       |   4 +-
 inst/extdata/swatplus_wb.png | Bin 0 -> 80477 bytes
 man/plot_waterbalance.Rd     |  23 ++++++++
 7 files changed, 139 insertions(+), 4 deletions(-)
 create mode 100644 R/plot_waterbalance.R
 create mode 100644 inst/extdata/swatplus_wb.png
 create mode 100644 man/plot_waterbalance.Rd

diff --git a/DESCRIPTION b/DESCRIPTION
index ebb6451..d6cc52d 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,7 +1,7 @@
 Package: SWATdoctR
 Type: Package
 Title: Finding the right diagnoses and treatments for SWAT+ models
-Version: 0.1.9
+Version: 0.1.11
 Author: c(person("Svajunas", "Plunge",
              email = "svajunas_plunge@sggw.edu.pl",
              role = c("aut")),
diff --git a/NAMESPACE b/NAMESPACE
index b46f35a..07f1319 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -14,6 +14,7 @@ export(plot_ps)
 export(plot_qtile)
 export(plot_variable_at_harvkill)
 export(plot_water_partition)
+export(plot_waterbalance)
 export(print_avannual_qtile)
 export(print_triggered_mgt)
 export(report_mgt)
@@ -79,6 +80,7 @@ importFrom(plotly,layout)
 importFrom(plotly,plot_ly)
 importFrom(plotly,plotly_build)
 importFrom(plotly,subplot)
+importFrom(png,readPNG)
 importFrom(processx,run)
 importFrom(purrr,list_c)
 importFrom(purrr,list_rbind)
diff --git a/R/plot_waterbalance.R b/R/plot_waterbalance.R
new file mode 100644
index 0000000..62b7f67
--- /dev/null
+++ b/R/plot_waterbalance.R
@@ -0,0 +1,105 @@
+#' Plot the average annual water balance
+#'
+#' This function uses average annual outputs from basin_wb_aa and
+#' basin_aqu_aa and plot the simulated values of water balance components
+#' in a flow chart.
+#'
+#' @param sim_verify Simulation output of the function \code{run_swat_verification()}
+#'   as a single object.
+#'   To plot the water balance at least the output option \code{outputs = 'wb'}
+#'   must be set in \code{run_swat_verification()}.
+#'
+#' @return Returns a ggplot flow chart with the simulated average annual water
+#'   balance.
+#'
+#' @importFrom dplyr %>% distinct
+#' @importFrom png readPNG
+#' @import ggplot2
+#' @export
+#'
+plot_waterbalance <- function(sim_verify) {
+  img <- readPNG(paste0(system.file(package = "SWATdoctR"), '/extdata/swatplus_wb.png'))
+
+  wb_aa  <- round(unlist(sim_verify$basin_wb_aa[,c(8:12, 14:18, 20:23, 27:32, 34:39, 43)]), 2)
+  aqu_aa <- round(unlist(sim_verify$basin_aqu_aa[,c(8:10, 12:13, 22:24)]), 2)
+
+  ratios <- round(c(wb_aa['et'] / wb_aa['precip'],
+                    (wb_aa['surq_gen'] + wb_aa['latq'] + wb_aa['qtile'] + aqu_aa['flo']) / wb_aa['precip'],
+                    (wb_aa['surq_cha'] + wb_aa['latq_cha'] + wb_aa['qtile'] + aqu_aa['flo_cha']) / wb_aa['precip'],
+                    wb_aa['surq_gen'] + wb_aa['latq'] + wb_aa['qtile'] + aqu_aa['flo'],
+                    wb_aa['surq_cha'] + wb_aa['latq_cha'] + wb_aa['qtile'] + aqu_aa['flo_cha'],
+                    aqu_aa['flo'] / (wb_aa['surq_gen'] + wb_aa['latq'] + wb_aa['qtile'] + aqu_aa['flo'])
+  ),
+  2)
+
+  val <- c('', '', wb_aa, aqu_aa, '', '', '', '', '', '', '', ratios)
+
+  x <- c(0, 11.81,
+         2.25, 2.78, 4.69, 7.16, 7.16,
+         6.73, 0.90, 1.30, 0.90, 0.52,
+         3.80, 3.30, 3.30, 3.30, 2.60,
+         3.80, 7.16, 4.69, 0.12, 0.12,
+         9.90, 9.90, 9.90, 9.90, 9.90,
+         9.90, 3.30,
+         7.16, 0.35, 0.35, 4.44, 2.15,
+         9.90, 9.90, 9.90,
+         7.16, 7.16, 7.16, 7.16, 7.16,
+         7.16, 7.16,
+         9.90, 9.90, 9.90, 10.75, 10.75,
+         9.90)
+  y <- c(   0, 10.00,
+            8.34, 5.80, 5.12, 5.12, 3.48,
+            1.87, 7.80, 6.52, 5.68, 4.85,
+            8.37, 4.30, 3.80, 3.30, 5.12,
+            8.87, 2.85, 6.35, 9.70, 2.83,
+            5.68, 5.15, 4.61, 3.98, 3.45,
+            2.95, 2.80,
+            1.58, 2.08, 1.58, 0.43, 2.22,
+            2.12, 1.60, 1.07,
+            9.70, 9.20, 8.70, 8.20, 7.70,
+            6.90, 6.20,
+            9.20, 8.70, 8.20, 6.90, 6.20,
+            7.70)
+  a <- c( 0, 0,
+          0,   90,    0,    0,    0,
+          90,   90,   90,   90,   90,
+          0,    0,    0,    0,    0,
+          0,    0,    0,    0,    0,
+          0,    0,    0,    0,    0,
+          0,    0,
+          0,    0,    0,   90,   90,
+          0,    0,    0,
+          0,    0,    0,    0,    0,
+          0,    0,
+          0,    0,    0,    0,    0,
+          0)
+  l <- c('','',
+         'precip:\n', 'sno_fall: ', 'sno_melt: ', 'surq_gen: ', 'latq: ',
+         'perc: ', 'et: ', 'ecanopy: ', 'eplant: ', 'esoil: ',
+         'cn: ', 'sw_init: ', 'sw_final: ', 'sw_ave: ', 'sno_pack: ',
+         'pet: ', 'qtile: ', 'irr: ', 'surq_ro: ', 'latq_ro: ',
+         'surq_cha: ', 'surq_res: ', 'surq_ls: ', 'latq_cha: ', 'latq_res: ',
+         'latq_ls: ', 'sw_change: ',
+         'flo: ', 'dep_wt: ', 'stor: ', 'seep: ', 'revap: ',
+         'flo_cha: ', 'flo_res: ', 'flo_ls: ',
+         'Water balance ratios: ', 'et / precip: ', 'wyld / precip :', 'wyld_cha / precip :', 'flo / wyld: ',
+         'wyld = surq_gen + latq + qtile + flo :',
+         'wyld_cha = surq_cha + latq_cha +\n                      qtile + flo_cha :',
+         '', '', '', '', '',
+         ''
+  )
+
+  l <- paste0(l, val)
+
+  ggplot() +
+    annotation_raster(img, xmin = -Inf, xmax = Inf, ymin = -Inf, ymax = Inf, interpolate = FALSE) +
+    geom_text(aes(x = x,
+                  y = y,
+                  label = l,
+                  angle = a), vjust = 0, hjust = 0) +
+    scale_x_continuous(expand = c(0,0)) +
+    scale_y_continuous(expand = c(0,0)) +
+    coord_equal() +
+    geom_point() +
+    theme_void()
+}
diff --git a/R/run_swat_verify.R b/R/run_swat_verify.R
index ec265e2..78634bc 100644
--- a/R/run_swat_verify.R
+++ b/R/run_swat_verify.R
@@ -73,8 +73,11 @@ run_swat_verification <- function(project_path, outputs = c('wb', 'mgt', 'plt'),
       model_output$hru_pw_day <- read_tbl('hru_pw_day.txt', run_path, 3) %>% lwr
     }
     if ('wb' %in% outputs) {
-      model_output$basin_wb_day <- read_tbl('basin_wb_day.txt', run_path, 3) %>% lwr
-      model_output$basin_pw_day <- read_tbl('basin_pw_day.txt', run_path, 3) %>% lwr
+      model_output$basin_wb_day  <- read_tbl('basin_wb_day.txt', run_path, 3) %>% lwr
+      model_output$basin_pw_day  <- read_tbl('basin_pw_day.txt', run_path, 3) %>% lwr
+      model_output$basin_wb_aa   <- read_wb_aa(run_path) %>% lwr
+      model_output$basin_aqu_aa  <- read_tbl('basin_aqu_aa.txt',  run_path, 3) %>% lwr
+      # model_output$basin_cha_aa  <- read_tbl('basin_sd_cha_aa.txt',  run_path, 3) %>% lwr
       model_output$hru_wb_aa <- read_tbl('hru_wb_aa.txt', run_path, 3) %>% lwr
       tryCatch({
         model_output$recall_yr <- read_tbl('recall_yr.txt', run_path, 3) %>% lwr
diff --git a/R/update_input_files.R b/R/update_input_files.R
index ba2733a..e038cd1 100644
--- a/R/update_input_files.R
+++ b/R/update_input_files.R
@@ -47,8 +47,10 @@ set_print_prt <- function(project_path, run_path, outputs, years_skip) {
   }
 
   if ('wb' %in% outputs) {
-    print_prt[11] <- "basin_wb                     y             n             n             n  "
+    print_prt[11] <- "basin_wb                     y             n             n             y  "
     print_prt[14] <- "basin_pw                     y             n             n             n  "
+    print_prt[15] <- "basin_aqu                    n             n             n             y  "
+    print_prt[18] <- "basin_sd_cha                 n             n             n             y  "
     print_prt[33] <- "hru_wb                       n             n             n             y  "
     print_prt[45] <- "recall                       n             n             y             y  "
   }
diff --git a/inst/extdata/swatplus_wb.png b/inst/extdata/swatplus_wb.png
new file mode 100644
index 0000000000000000000000000000000000000000..5cd774ac8b18a00f9e34697272276cde1058232a
GIT binary patch
literal 80477
zcmeFZc{tSj|35r^d`?a|aXKxMa4J#>N3w-cr$rKuge-%|QerR|492OX6pAA2h>(3>
z$CxN&-*;xRj%CbXForR6zuu$s`TqX7uiroSbzk@Ix<Bvhn)04`y<f}o^;{m$<@J8?
zm%jGCy+`-LV6c5UH?H1>!FDggU_X(6-VMG<_9$!v|Lt+RVTOXi<W54LT|Q}A-r!3S
z&ue!*jgStW=zAXaFf<x1_rTQ|Wp~fbUJmKu7*EqU3WNO))46*2j!y!04D+`CCjxz0
zp6}nbkCQWlKNPfuee(LZ@Q3yXGP_b*pZ)>=S@FwTO#T-&=R^VgSfN^J)TdI5Gh#9C
zyqZ<h+kbzruQ+=7*KbBA%J`apbHWo)x|f#rzB-?v)w*Y2vp_3aE`I<kS5utS@q}Hw
zvPk#6c<pN~m?P|BRqp;S70kb3FwZ-Qf0ppUU_pZU2Dqqom$5RtIsA5|{<W^$PoH|`
z8f_1J-s;OVqRx$;nJ-4eKC5?0VW1vf=UbG!j#)cDtePL=SQ>hUiX$$Hz0`rxEqX*F
zWY~>UBCw_KYN=t(rO$lsn{ynBDtKu2=l)y^;ov`yV*nL@MZWaj-duaB*rB2L0HSke
zWEqm2q`3<Q+el5Jg8!hav+D&!RdBt&1<ey&LHAR{cz?ho4}d*^uHR#w_;>zlx~jhO
z$Bk3NJ6&8l-zB*7RpfuW`ahjkUTUinuGPy8vwhj7{fEJ7Zm779R%}d3YsG2;?wGY9
z{k9mm@kPP`VvHb@@m9r-gW%7g!<0#d9d`KLEav$}SG};cKgXAnh&Eh*pZ;V&f1IF0
z2Y4d+iCG}Id$5`{L=}O-F7fwEo!~H@2*EcZ_P-Hdv{HBbW1ZOl78)r?(1AUu05Rh0
z=0>}JfoDPc|8g2chW|?C4`v82A0%S2>p;tbD@ZUycOACkGFou_==_51+(dBUy)UWm
zLmApvee0)ApAi#9;Jw?Dv_;o?qYS>Xp0u|o?GkJL)S}&JK#^-r;xTVEe+q)%bLo5S
z#(*{a7=xnxwc2;zGH72tJrE;jbx>DWKGaBGP3e@S;+a#%`r#2+_5mH|9ljsd>dJfK
z^zdP5$biPdeQRC{`5)kAu45~v*qKTS=T|a*dSsbkQ6t9JA#!l~&^tpbvqKq4e&zz_
zAcF@aOZ6(=JEyQvL40E<>%B@j{IKkM33W70m5MMlH2g(W`CM~za|)Krac7R98`&&|
z9l0i;O(kC0_4xy9mWTgh_CVwFH>tL_>!*$wt;Eif2pC<0*l<BgN{SD)u(8PT65ewF
zfvzuk&{O2d8<8I6G|)~RDVI0Nt<Z`-XLe9vrcKlK)52&a3L0*2@Sm0eYkghiNb-!e
zsEVs)^-`UH0+LkyDK|Ilkc`RK+9&)cPfUFNo6nuxEd_nLicRy6D5hUHWqd1KS6);+
z@uJtmH_RI&7i>NUQTKGpCHk*44IO~S4obaL;>>Ray7#f^Yj*mS|MDk+nfexag6AOq
z%9Syt0m}m!iQZEYl~kaH?id?iGd4EXV6-YKIJPIeS3@~ya5g5}ROD-x{%noal$mKw
zI+TIqbe#sf0!J^B8-s{y3!jMEyj2FR-zsrVU8fF-y%d&xmG)A&K7c9v!qnP#x&S?f
zM@Q^GdHw2#zn&M`HD1rRB9PXc*A@okv$C^OtEw*c=OIM3HoGDwXn1-!P-ulL2gZ!!
z<V?K7*EW^5=K^v^jvZ)`v9tBPwmOIE#so(2Mudq4I}JS3;Ii}XR^4~M&^u7yycMHu
zXE%9|?zcL-|4WEa#GfC2ooonuc|c!v{FBR(^Y?Fz`Yq%xC(`|;51+gHtCEsZq32w;
z&-U6tJhDIET6kd~|7E@vce-MtIr9A-E0L4(5@Lv|jmaI(aZ^2eQ>NUPQC!HbNh|bO
zuB*Tf1t4G8h0KHXy?y%@TApF*^=kl5gwN&C#_-zU3orwKFTyZ%f(or-GJIn#A3Nq>
zj3n1UoAGS3N_DYBsIj6bJJoi@aq<9eL#WYHl()J|7AJ>G|LoA%zH`p<4=o^R6XQxk
z^?(<IFzA&g>Bd8*miqw!xgH@d2IS3UJPo<=O&k83QHFk4rcp*iY6SdfX=$nZ)?#@h
zszY<Yzc^s4Y@?Qmd?De_jXvVjo_sq0)2q-XTo@#0_KG`WI-eLW{Y_Nm(epIj!wnPH
z1nk<bWJmZ6<XaOf=CiU>N=h!s5mviRm~WyeNf_5rw=esa!;t<bO>)f-0b&}OnhIl>
zG?$v8689^&wwhxmovjIQ_!>H<;p<9s#Y0Q8)!D9-?rJ+@CG{KoUwj`Xs(kfI0HT+>
zO4`^?57Vw*AQQ1~qoc0_+Ud$wN?!Du?|m#oj&Dy?Z+yQ0r0v(|`<KV)fhx30O46sy
z%ol)fRkYN6zJLDvZmGw$9P`Q(H5<VljqmJkLK0fBS~Tu5p}Aw#j>)DV1Res#L1xbk
z6yEQu+h`gqo_x{B-F{yFWcR*MuvKYkX$tqhy*_N|yPD`T@j}7A`R)7j_BS65mz<&1
zY|)?rrE&g6teIfp^{)v-#kTEKv*p5Ku5zB7<pH2<+#R^PUbO7!Df4Ge=vQK@Zodbz
zmg1n@u3Xa!a~UZUUtVwfOT~TS>k(Bq8-ct>YJB{HujYC(8iB^JU7PPSw6G8@cI*g`
zu@0<c%@ks{0{j`G))Asamb}7h)R&ZMTaSaMZoLvpa{F__gGb6BJM9wn-RpF+M79L`
z+Bvi8KLY*en#-do?2b~i^z6E3Xl{Pg-rnB5-^{UesaxaPwQGi!mdEPr>z5aiSoOnl
zmPa6IxZf11>h}H8)#~N@6LBFXjnGG!OQB4L%IMnO_O*Xi?eCerC8xDBEb|IW_2xQl
zOjOIF@&sfHx>9~xo)C~fww{Ngv@1LsEI55|ufn~$ryENlTBCKk7P!f9bvdB#4(<&e
zEV9?_?dz)tntjq|>Wy|Ba(!_`7^w5EzpRBNSU1Q=)Ls2=<y9%Sb2l0f#Owg(V`3>|
zTTAmY`Cs|8EDk}sAIll_nSLGNqj85x8%wRIP`!Ecrfv5}9rxxl86`{IWvM{Y6aWjo
z2P!fLfma6GZ`+=r2DDK4Onk0I`B$MDtS<ZeR{7V@sNL6mui4)*36O)Y9w+ASFzJZo
zFhLiO){@XYEFTKQ^{y{>#p%%_4eFSCqnI#`vzn3m*XggurieqDnDs~FX)ff~$FJCa
zdwpENuHn_)vPWjU{rwF<(NC5RSULZXTv*q@HJ?Qs5t%*|Wp}H|ae_}`<I+EyiPkQ`
z@O#rn_qWh2j)FB7+Omquuclt%F{H=Tx6^0NyjY%WY~<J4s6A{o4EI{-m%XX0n+k-}
zn@$pAk}$~L-rlbO><#+&3=STFY$>FUUr4WqyW5*KegvX8JE8mA51Ljhri|?eI=`pT
zjZ+P=sWrU%R9sw~AO_v7BVGT_)Jg=X895@`!@x((j(}l?pD{}R`u2>GEzqpXQ8>0F
zq}O~l=Q84vkoGSpD=WGZT^!hppHa5{X2;J;n_eR-wzrDz_%2Jr2knKN^pgBmUTkQQ
zw_INx<7BELznd8bjA_*acH^2AY;}gf4@OBFgtHiw#xj?Yl=SpdV1Ym34|}((QNFIu
z^-R8yPI`{xvMG>&ssbBD_F!!3iB86oH~bQ`W~oQi*hcPKE{YKwV^4Vd2s69Lj`D^S
z8?=X2KKF90iL~cv#{~E5uf)`qArtJ;B-I5J=V8kx>)Utk90Za92?%+!zucBKS_uiI
zj7iROpnk7ky=r7+l;i8<1%2*VGYu3rLlxW?wb&Vuy5S&pw9VYb`z08~-Z4za*fKq0
zdt^U-_b*3&m6DSB6Cv6S<oi=rR%ljMme2Z-qaC1|`-n?<y<LQ6zke~BPWoXSW=EK-
z@Bb*&$bxTGsxH_$O3UpyhZl<k_b-Ayf=t3SpgmiiKScm$KDO-LnS9ys^g-LYr+XBf
zI+MX-y4JfQ0x$e8b{2@aJA_a25coJ`*`uLjD&z|%U27g(w{)xh{{F6&$iS_$5mEXV
z)qd#d&aRRXCp6Hn8`EE$Q$Ezl%`ecxwAlBy_9Mx^cuh}FyRQ!=l|77j_KV1GSDyXy
zLPXKwYmt3RN?DomOnaheK4IOQ(YCp^V7tBPrLZVt9ohodJkcz3N?T`caCW%V`3Ku4
zpL8<qas^PU@L~Nn&_gMA|3JD@M=K`_(245k@OxjLT>};&JHO`QCQuZ0x=r0+!KY<q
z!@9e>eK;&iYF?h4D`BnwZaK|>>{tQt8`x&UbBOBGeoWc{(=hp$I@9mmyXs>kf6#Ea
zSXpB6e}|0B1?1C8fo?Xq6?<MP{Z{O65%5hXNTd_dB$1JF?p$W;7#<fff{Yh|_<nbi
z;^}6Yv#HfZXZ1Dva1uP;`#yW7S$xTgI#jIgKsFXNK6D@zOB8B+nw=l2R_wTKR<Hmd
zB!CZJp+526i=o!+31OhK?$m~Bp@5ld*rzi3YrG0Fe7Ys3ajGdQRXai)S@|CmOWn0S
zp=c);F@)}G$j+~hEIGm()yZJEHOd=w_i8Iz?#2JAxeyWJnzkED;}D;WR=B&@?U627
zx;<R<zgSrJ7TI!u$QjTkn&jNw&o3nY>iP5Z^z?shY~EI#R>OORG=)rC4@<wHrP<z0
zqm>`=is2L!u|;KMpz=(I3xp%;JGf-N<;{hBiS<0d+J?7p{|3yg`}8~0hUG>Ha-Hsj
z2*0)YLjZXi8XF(#&|utZja8I(XipG{(Bk+o+Fr_6|B7<xfQVH;mw~;oci>iN2V#q<
z@EzHH({e|vlqluO4Qn!1jSAgr*^ux6-=LT6*)sw`VfXq&rVuvkO4ZgL$U|88oDtI@
z25zSS;F*V~Rox}{c|lv6poW@Ay8@5&`oD*sxBp>QStq3~nzQwmd2iqLg+L~rEWSMR
zO0oSpq?b3ACnqOf%7>?<D6`)Am)!dwQ|r!XQ_&6x2!Pac=pmVu%*;%dD-esq!0oE{
z@I_qes-kH<g}79&N@p|vv3a>>*`eMcm@FE#xFa0&uWe>#X6Z8?yr<>+5(IPKy?bY9
zW+q}$_UMIKvBNbzJw0G|Kd>C=B!YW~!OT~+C%b<{i$3o!jdMbOVsvO}K`u^C&bfAV
zdNoyT$#iXTMCFHy2wcmyhB|>LlB9_#%Gd!jE|;=jc{66(UUIg#96N%TQ*{FJuLR_)
z|L|TMJ_NK`d(w`DF4<Lc@V`N-|Ar2BxaPlcB%Ut*ZyX6C!+)9Kzs&Ie(OgD9NCjQO
zF!1DUIbP=G<mT$!0RZ*elP(Jkm!ce@umZ^Rl;{9F)tvM?4@3_!0Ofl+rHFkt^qve;
zX~;1vE^_?(?afKMp(6VsMW@To1DvyP#hDcle(#)FBoWjxf4)>(CD4X?+({}hSjly`
zI2551R0!Byy<6dSZ~c`Wt(>^+Vu@KS9RksqAgz^;VxJXy@o3zv*Tf6ibw7FH>TLjs
zQ|qlF{DHIiY8T(``yH?#Wh9rgT?pa|P)M|)q2aWQ%u5WdQo12rEM9Z*{a}T=-K(QY
zXT7N#J!CNh)envnCx9%L@TorIjBwu{wPss$M{V=bjS*ZVo5|g@Hm9zAGc`2af9TL5
zFpp%!-EvpNt7B^Cldv2X@O)qGIdH0^#jV_Zvf&8ae*+gF!~mXfOv%qM*z=|3_h3oC
z?%xkc2ccDM96aE}iMTIg07^#2h-o5)ysus36oWP;hdJI5Ou+UgeHj~hf}pe~P6C8z
zVD%FWR;|NJ<6S9fbVFCzph0S*;gex%WDGDV$lsuB$aj}vqYCxg1q?z3NUK#nhtg_p
zM;4Ed?g4*wdhgu-+eK~XzKnOjBwSMOCOx<dc4_1!lur9>-4$JzXan3SmndGwjeg1E
zXY^x`1t~%Bl5*8oa{uXo2cMSYN*aE2AkFIl@A=V91<PR{CKo;EIaLc*GrWtJpCdi_
z5{&=zLubmkYfrkK`;dJMZ(f2s^ANXxrp{|Dywf=3)lRQlJJZ_gjU1=B)zZS%X}?lI
z8YhgG82o<P>4h8mqm8MVnQyNZKw969^X6daaqbIm5sUG>MQC>w{#XQ-w}@l*+KM|=
zP}rf$FUP`mhHKpEKw%|thYDgZc^x!%V)pQ;;Hk0GfgSzSj}CZL==>K+r{VxKu}R)m
zBnPw8essvoQeF}`s^Q~y&a6lhg7o{5Pw{|VuDZLsqY4(f({x+olynRDKnCF|Z;KBr
zd(L)3K@wEO2*@u`hf8HnkbLU$fY)(KAH<*c!(dMLc=M3-!Bo8TIXT$&PX{-69Y|gY
z5e$1LV|pDhS{(6<KGb)3Cdf{JYxWz79gYW)|FfrVy??C<cKXH%h-jCJK3oZD==^Y{
z*b%gP;jeKDYW@E!#AX%)lG1J$UWsd71aT%P-{{0&vzjJ<4Y(HTzd*^u{fjUsVR7H7
zH-lv^7T~L7vB5$+Z72bh%(udmazL@yz`=x-sQ08hPRMWmQwxCAY~LIl0-7U8c?wJ3
zXali5GEh?>Q~yVoV30S3E+-~_MN91*P^X>GdP%;Rrx4>w{!gd>O^!p{_<vINpQD9g
zirJ$P6f9dwDt1->&%Kf#f4lkV^4!^<_dY&R^f>Rdz}_lOFTxbzZi+@=H;d2Z$Q%y+
zJuh3v_-Co#f4{-M|8?}<;~zs-bz<)~(<2_ao^QS7&^@E?tI@ukz#?rCaCD4EIP+4H
zzm_#b8(7eZf6672zx`7sar!?g>(Kvj(0`lp$o2mUL6VI@#NaUIsYy?4peb)yZ=o*1
z!O4ft&Wt95z#^lsIUv}es6zHf6*lsIPfpyw7^G=S|M10w>fR_E4kCraf)X@ZHKRQt
zV0|bvE9++D>fDG59ll1mmIT$+z=GBRa9MxuI#x9uJwj{UBVCiaGz=o^@h|17K3#c+
z2l3mPD-xT35p2*SZ}F(Xdm+NU=Xrw-^MT3Ofq2OqQDh~-sshA)7A{&=#Dlaz`^AME
z5HdO5)Ng~Hno14T00k4^S`2pLry7cB^2{H&rwUHji^FC&%AVp;a32TGM&}b9<q*7N
z<xHIOZS!F`cWYOzV6s;tCn>7fVQt<vVwdM%ATV;4T@9ep34I7Inxu$zp1o)e8BlYw
zbrKdXW14q*{m3QhrAY~{sxZRS5KPdJY6upp|1n@&R;@G7>uv7&pVWa>b7^=b;!EBl
z#ei`CA<RLbh!41Dh;?QSZ;1heeQ9I~N{WGGpEaQF#rNcG8kz-Cjfs-1FA|*BOaeWi
z669V+-GQzx+1n-P<h7^-EzG46U|!lW@4<WZ;(W6<?eHxsNQg=eSYrbs+s0{{bYBBN
zsJzwrzU*&3z<7!wM%eN0$zPn27WR7q+7h#V@Zdon*f@Xoq=bC+`qCF6N=c8tF32?P
zmj*cHA|U(exb@#?{|0Mlzfu9d3cXgs7n+qD0->N}#(o-DtnIIhK`GAJ<B<KHt$qsP
zh{>fdyf4Lf_Vd6=kQ+4XQ()GL!#8>8WAIO?Cv$*VO3u^^@&F4`Y81>b_i_o}aDr_x
z)Ok?)&u9Sjk^nGqx$VpwFKA}xD@pK`iStgY=-;3zXo6V{muQMX6NP!dg+`?A0oygR
zn90L81;x;`Y|sZ5gS_vdcREAxhQtH>SR#s-;qeJot`0!R0{nCDOZcLl1%YRv0mh)2
zB_{6UO%@Z%8{jNhQjGV7ohKjgo|L(&o;>#O0dJK~vb?W~!B+@pIbN$0<#7Ns2Svcl
zXlo#sszUO&2-l=-)H#EYK0;q>d)5CtpTs9&sw>eh3!vN2;?fXV)U&Dw`8w6kSrw{E
zY!M|!QU{>qK8W}+XO+CaHiU^Pei!45lvL5<x`<b<emG&!yX>WzqPxCWjvSZ2oHV?2
z$4`7rQL{%8?5l{Pw<TvW8msU6fDjA!SYffU(E%UV<bH--iZ7HJm1<fWu*ThYuD~zk
z;k&a<^KHYS-2(+ixwb}Y=^9#FEKSUtZb<}_D&>7+;3FH$l`r!gi#!+LqVtA-Ua~oA
zB`^$IN~rQNkr9eIXI5F!m%j&~_T$hxWbHAxfG7?=dGu}%==7=j;^|N<i%PuF;CZ+F
z7C{OdyBq@q4|Yj(A{^o(wG^>y?sbOJA9G4_2JJqJFVEt{^&AdjfHE0A%A=$>^CIZ?
zl1!m7fPtL{d6?YX&}f_n>aAL<ycR-Lfj0Q-77v7$6gAY1NpO}zs_6lAXj7A;c0lmY
zAn6FDbo}x`5IYTo$!{D0oz~y6;?@2o7iVT?w@AfUMrP+#Wi1UCHj2mN={4#gl_ocF
z9}Het(E~OWW^RZ;AmCd=9sL5{jmJ>0Am=18fd|WT@9P$90WEslXYsvVcoPV=1Dyby
zow^GCg*pB77~(li-W;j-pqtKPyoId)4#WWFv}fn$SKiH;of{Z*Gq``}83$emsl46>
z!ypN;apd_61@S)vA^+UYTc(W)<dFm+c032U-*`7tJU>K^_Y1`0ph2P}aI;|e9fv~w
zGLUJQw={25@7K_psIEJs?o8pp&Ki#M=3}&T0~9HkT-46ZGu|@~c+Wfvfo@86^LmT>
z9U3PW2rd}(IyBKs&O830EVKkjg#hXl?1MTxz4Hhs273PB&eZlp3z#@7zYeuZ4diZ-
z9s6_4czO`BL6+F<wctsRkyA#K1Il^h0>udf5LU*Tb+b?#c2O1T*~z7>5y0XgmscW+
z*P*qVC#nM{)k*l2n8%I&94iD>AxQAyI@Qc<n@Co`ZBregtxN8MCRZYW)+gi-o`i`F
z@{_TCfmphxP9!jHhkQY4ZL(sK<`388;D3rjul=VM^bK!yVCsMUr-<}_(+o0S!*OxL
zaT=P7a~kX2cCl(m2a|k6Vq|yZFZ1fB`NJ-r&LD2D{vxJYa?M%Rvg{A64^7CIwH8xs
zGxs<r*E~K{?$8`L8`~f#5uYlgaWN!9OCwEcgih&b^OI8~y?-OA=1Kh^LhRU()S2FF
z9%Z%$__EU)i+$=R?hKeXeofx*OSwmH#Ygy~ix*s%Hzx)dvjPz_tf3A^R@`)^rFE>;
zn4kUE@B3pl?s@26ocMUhGt<dC(L$n9DPGy-W@JL(>fGE=uH)fz7O&OCi6^09v(K8Q
znKG@^oQO|6W(pl0re43%%k%2!Vcs{M&e}~xp=iGINjc_t7AkdJ{9WoP@xGJ}z%_tZ
z6kd22gi#zcV`N+jCy?iSQ)@B0rsvvZP*zQ{*lH=^YUbkvMmQ?Y(lMZK(^74^d30-)
zkeQkLV2Lv^{Zi3|Rx-N0Ats{ef2+om7E?qfZ7Eff^n^%nGcvS*+3gP|-z-vli16Kd
zXNJG$@<a`n$a*A>om*xzSloo7?xIrz0jR$C%9(KImG2Cp^t`-05~jsezGGAh#Ta}U
zF>OlZ8rS%fVo<Y#SK=+5?WddB)H0luPL<bUbg_Ykx(eLKF3^`QU+mt~;5U#^?4(Z%
zT%lR|3<s-ieJvJ6&|kzPeY2C-jFyD%Ee<YPB`|E|@XJM#I^dGywobPN?$k96|7*mq
zj$1W7Zs9T47X!3UfZuA<x8o;!Qd6|YO98`Jq9{t0Yi}$>5suTt?^tz*tiO#JkPz~N
zYYTnysUczQpW%E9W4lx^9IF3vqjhV-HPlf=K1j&+kl!cWM?F8P`N*?|K_)lZt5`;t
ziuR{hS8JTy9rmr@?=SN|RW(}sX_RaEVWNn1@ZbtdA^;9CUa-wTHYWer`I*-Vf6P67
zB?3PMa_2gc_SrGh-P!VO2jsQ7ru-~u|GpL3bw!(^UCur|FzTzP>^l6OL)dcUzS(lj
z55yd52RqhejJAA-PpZi7T3Z(@LXJ~dx)c@PG1>X~d5^WX*#eEyw=Nz(psn|49R+a)
ztn)BX$dRL485mUG+w8r|583cZMy4YC-IMELcYZdNuUWSZTpE$MKVB596S+XEk(1WH
zsKB@R%jp~=Ba0{`XCgirW@>&rjw!+9Bm~qAtv&AB3|mlK%gn6Y49^C&15tnmGg)U$
zr$=yX?<YftWv$=#Etp6T9plt+wa6XCinz9=%U>8>XzYbXanDE4j!VWeXR0mz*3!(X
z{oNy{Y8+`TW{tQ$o3=EWm>FHI?c4XpLh}w)E|mx{lA7o`*9LM&Y}yl46v>>v@?x8z
z$GyG%Qy3!4DsM9+`}`+*@@{8+oC;xy@rtFmva%rWm|ugLMmb{TqL?_#4U|7Mt#RcE
zmvwnuuvR9+GIsKmSPWcqv)2MS;-rF{tKL0;$qq@vp6;2^*NyaC>{b#^^1fG$;|W$!
zSzV&Hr=LKKY-<E^+x_^UnA-R^%k|h6kEK9<;XjQckCl)w^Tfk!Xa+x&rED_&fv9l@
znTt=VmXUAsJ<~K}!%RaF-|Dtkf3zyljie#)l$^=-W^IE_r}0vXgVw;TNt^|(NH_A3
zv&qy@Y{$%dzKEs>F0D~*ZYgSSt(?yFUyi;(>5o>qP@+Fq<N^lvrx1xoKYJ6Zn9W%K
zb*&YS9obrbP^zh7|KtkcB{7Di=_jqz?|L^rUc5T9HV&Cs406L)_yyYz;fN=+^)#|b
zxJd<m@hB{uixbFq8LT)?<o3`-b5tIF`;<#;TnP^23_U8$^fSuCZ&lSTgPnPIobTBM
zUpSASN|aK>5=m=JOWZzD6-k}VHChao{Y@)f*Ei;Rhgjjj^J5q0lk1jSRU8fn<^gsM
z6C&MJg$H&o`wooLhiRokM+siJpxWckz#SD;#}OClsHvbg{8Qb;nhRriZ=`3NOZhkI
zaGLWICf%Ri?ssolRDyf`x{%n|)GN#ySw=#G_9S>RgtPM36AD?XskPFA3zfL8gc<ms
z-1cKSd$xUP5Q~1IEn%t3X`vD?s5$}_9PDz{`QgJNCsxWS$Lhtdk-c;#kabGU!sw|E
z5TgYKuk73Ud(VfurgCi(IIi9J#&%;3(aqG%C>%aJyE@k;P4HW7-jynNy4vdY?Z_7H
z`btig<vV-lXnP`o>Ab#aLG#v)1O_E@_IB6z1Q)uEjErmx1-@E&D%Cc!6^mM6ke{vQ
zW6RAzF51=K$@#7Z>v@#ogVv7@6#uQiksWJHE1aZRjh`<hJs<c&4wI}){0&X=5N4`y
z#;jue_O_4&+UIz`%hs`4*|Sx5?$dW+9BYeyipS=sF%<nfmv&Qft;#PFYv=>PlM#t4
zg?=5s^Xi)+A2Zbm^SwjpU>PE3_V$||a-d%^PHmy0*rVTlAMOAo+J6V^cCf+yEs~f{
zw;V}%XlI-h%egh~Gx+)5KAy(OVHNLfY&_<3t61R?5E&2pn>7+<Wm>xUeto25{K-jQ
zY1{xcLFc?@XQyAIOn=TN;l;9jFVm#bAYC1gK#fo)jPvpzttPy|M4Y>d_eHk17^-E}
zs&TisxN;g2NMPoC=_8~OYAH|Vl5_Vj&h{qxO=s41L^a&HNlpqtw^Vs~dBx)IyB?Oe
zPB3;hweK4?HY;?vW|E6|_s-eWfi*uJ3yj9Yhh^{#m)=gpef_=x%L~D|>QPg@O&Q9V
zMKea(^_p^542u$rm1Aq%!|e%sR@d-0rk|TNc$ZK}S}yCNb-ITr`#iI@175y>mWmhU
zd(D;gwn=%-r2C9SZ=@2pjTO7H@wRSRx?|%$Ve#_LWC_16&Xxe@L(zp)Qn&oEs||Tz
zC;=!y%1nrByQTp-3dl9J(@~nL{-M@+1g@B$;(Sd|3_a^TaJS6QEIQBJT$O~yZ7&eG
zqg2XXEs68%uMc;WE%wLgbQ4lIj8%u$vCUD!N$F!lDN5yIM@x|T4R&+iYAxso6UsfU
zo-nb2ln#M$)XLK)2xz>_+sBhqmoO*oj8Yrc<2#^=HJm9?$@Ok`CAIo0GUSOHG1Zmx
zZM*59*24ZT@@0`xwA*f>BMJNYv_D$Y16kv3TIUiJ-N`TZ!BqlC{py2)$GpCK<LqOq
zr&(y=F=;+pNc0A~5uAG}>OOU;P<E?6veisAgS7lQ&;s|4*)OXhbj-`<Wxv16xN|U$
zfAwhRtlEexy>hV(r?WDVAk3J38F6ZeokKK8T5dXw5avyI_(WH@zBAaywQ&B`2O7sp
zzcwq$FxD1otnL;&$K?4k-_YCN90+f%7@s^}K>z$U`fdMK>)XaM*M+-XX(#MLlwLXY
z%(xN`ECm_zUr=v+rBX&(R`#2n1^T?ytvYaW({IFGkg8bl6LH7^xb}aJQvwN_X<)s<
zla;zN4%-a?9!Eb4Gcz?cMYg>-DZ0Bwa>y}1;5HDC;i}<t7NzI<`ufhu%Nqc<CNIgu
zYrL9Svq%t8yMI5`nYVyTnBRxH9=L4fR7lPZ6k8u~bS-rli(93ViZ2J@$3KYft<BTE
z7Qz1BqxJ3mxLp~(Um)K#%w+Oegs!jeHdo!mC94?#hP{mku3s31GjhuaJ+5`|wGL~1
zpbKFVsFt?8m`8$-gtWMB;~PuMAp;ofNUlOuI?jOEuNISY_qHnBwr+n|l4)1zi7UH*
zX{xgqFtRX>ua^;a+(;hxon?jWy<7|?;7@%UQ96tMVcc$(r1tnNpoRc=D8q1?OJz_T
zuBKL>Qr{dIkA-h@3@8;(B6K4)HtSM@8E`i?f80Lr?19{NfL9DvlT@?D6CLu~v8AL$
z_erJ*aZG6ebTsyW+0WQooi)NfE6wit&493Shv1@QpfUB;kKXa#RBITxl~S5z#F@p2
zF{=$<fNNZsXi-4O!*UkyCCz}|+szbB07xWniQ_As7!yc{6UyU}xHI~lGIp=$E##QE
z$8u=>h$eSk8)?v&o(1s0{kAG4wfn8dbt0kdLR6NxkpQd25!S^bNN=+AjDsf?z8t+?
z^MFz28m3mk{qFFkmu=55s;nt;tLE0M;kqEg1z^@?k0CLpRz^UeQHx^(hr>ezkHs}@
z8RVhcEe2wVIh<k&=^?4x*LP`%U!YMUa3Dl<w6Y>MAcShM;oDVotrA!l$j(SMz20?Y
z<?l&&CzZ~lHOwUuNTd=_)qWPXaMntcUJ@Q4nbFNg3xP&Qag2i>b2d@(jO-ab-=Y3^
zlbAg7;qQ!*IAydsXX|fn9&<SG3e(w*REBO_BzAE2k&td2<&ity`Ljv;F=0+_?IS`y
zm~jdQSEB;>bOgb0Ea&Es4kuz!!(=F4;8qQQb#>KJpC7K09=jE1nV(*Eip*VP8X4hP
zf_1>YPiaPxi^oLD0!+pr7`3n!h)}Ho2y8*KTxdr^Wq^ccfBYyZE#`ZBd?P)?wOLe`
z<m5(zFn(z^G1|*`A@UKaeYrZSJsaI#h920ajg#$xzi~aEHK-c_0bQ40TXwICbbcRo
zIcbTqusgLz_YqaGwIo!O)ng+3kRb99`AG1M*5+8m-d!#hU?r6k(K6?!m(K(bki0hV
z9(5lN%qKGEA8%UtL`T1!;W*MddZjaz?-oBaGOk%`LD~;5#M6I2CnM96CQ(^3<oMl1
zbdeS?Ps$l9U=8_0sQ8ba#gv#PJ<!frH<jiXi*GRaAXCzBoZCX?ZqQLQ9m-7dwqSF^
ze3&maxY1*4vRwFtMS0%Xih;yd#wxYHm~=5iBES!FK_c4}s1q%6?P_#Y>C}*LeZ>4q
z!-R?lS&=ziKcI|Lw9Vfi3)J*D1JOJmlHI)aZmldfp`hcb12$$3SR{OUJ5KeXE!=Y=
z#AEV_$|;?6xSA5`aC?(TW5SyNetNu~QvCVFwFi}x%j)x*jjlk;v+6=>3dWoTMgEX%
zl<@a=^_xw%4D6X^eL-Qrx${fJB#rsagry<x&l?#P`>(A?#!r$c?VFbC5<_gUr(3^}
zq=8+|%+1zwLAXS=)viS{5x0MSy(3<v7v7!^0f=f*Y3E+A2^<?J_8Xhe0l30cuQIC(
z#lI@@Iv-12*q3xDMv|^UP4xBK?C}NALQ)5^$}+B%DYd?cX8crLk9_MrJE4|(ZlL@4
z+D}M1pz$nl&MK2(A|QCATcqX|CR(^nnd<B9y}!;L3ZC4vr7Xsh^P&GV^jGNzH{r38
z%AWJUCB5Du3t$w#!G?{TPsdMZWSo5{q}9rir*-=etSlR8C5bQ`rsRvck&xdDJ_Fws
z$Ev(rV%oQFhpTT?EOPWmlC*%R*P*D9Q(v#>KQdeb5e)$L*8c=*FCNf6aFr!7J&ez5
zJ1MWxZG-;?(XON%7tPSWm|rXAZ2{_7r*tWSXHuWNYThSAdJXL#iQZpo0rj7NZDxs_
zx48jSMNhdSxvmrt!BT#hP_wbNI!}^mn!&GBnR=3G^gqyZqn@(#xV-6j9KDSDJpGA@
z*#k59R&B?O%K>t9yhM#!M~7dH8~@1RLkJm<(b~r8FLbsWVet(4;fSnSBV7@Wz<aip
z%WrxI0%MOFh(f0UejneKn?`t0FE`Gl^vE?^Z8L{ybcV@ErnuR2Z>W862BP8$4n&9`
zc&lIXL=q!3s2;;vOM_w)rZY8>@0?8_)D9vf7wkeJTvl0bNMm5`goq1Y)D||1&o72O
zFsrhCaI@uRu_=*oK5%0ux%8T^udnMyjA)$YLe6AIGvu{Ru$Utl;wZZ<-oigH@>Y_n
zT9mYYd#IAkN<+8GUIuLpNeBLJI;lDg3LVT4huj1@pqV#q$u|My7-Pn8w6Bi?u^2pd
zos8z5N~Np=&_W5Tx4<d+^e;QwyK!sPt3hxITqX7?VvkZmhy-Ar6}jB5Qr&@DM>QX)
z=#@~`=wn*j7$$kVgWx65QFyYUA45cT)Tr6A_v1ClixFfipBgJ7Y1@N_Zy%dh`hhgh
z$gaaKZIvwczdyM<;zmTMIDY#m<ON{I7}mj)1__%lG(A8F5?rU1LC)n&55*<S+oG&t
zG!gR6>Dx0HGt*Kz9gogWPdw%gGid7zyvCO-Y%sTMGFlVVi<cO*=iUq1{gh2iUdIyQ
zSq7;8XKJFX9ok3y!&X*S{5e-}1`l3v+j$QLg@bw#@4=$JmLku-?z&~*(|P;0y?ZBv
zTKH0~yh)OBw2B1A2H!HU)4c2^)V!>tSVmsH<NZB5&=@f3J}Vj7Gi{Az#&UxDstCUN
zhvx=}SMX(>MnuE0>y#)-&8oE<F)MQTY6pO@8R1vRZvYZXw}^2SQS!XguCd-qEoTPe
ztCe{pm3To9Ul$Th?D}$@-mk>Zlt{=AT+PON>4D#a)@eo7Y<PZ6VF~NN$om7*5glrD
zwW2{gScwcT)(L{xYa6IyMyqbVFy@t*H}i{p`a?S}&Sq=5Fy>&8cWTKXPc~tlh2R{`
zw5aK5k~L}Fr%-#Blgj7=9us#8t{(a01fq&5yMClC%W~8Fp>m!sKx3S>Mk4^zK#V--
z@UKus4G4$-O$%V^N9@`<h<W9(cI=N6y6IX8^W1%Ca>c}YZ-3u3n<;^ycEN@(jO?5d
zE*N?1wfLs?K)8YLfVj@>iph49SlEd4aHY7{+ka{ScpOt;u?G!P*N39CAg){v;^yA3
zctLHDoB%=nlAQ=QxH$=K{__h+tz0np@k|7GrtHT}vN6cu=>16lIw{qOU7F;Di9y`;
zog07W>z$r2WrIiNL92_OfZuEz(U}Dtl$X3?U<FT}st4s>RSy!JujQ9$^%_8!QWebW
zV~FhOb5_+Afd1f8zg)pLm;-Vqu!5}ww+Z$0p0fq#EGvEo2kI(kQ(i_&3R}8eej`1C
zs$oydQ?|(5!10aOR|MNQTL$MQu7VCay;rFw(O<4Jn?4;MQ>?HaSj{=D>!pVvSrQcT
z<;`%y*7>cEr;Y2yi+`m>-@>Z)i4Gj9LqsNUIjJu-#4as>UAg$W%dTODhM{*n$Vf^6
z$2K!SS&Xoi&pmKx1e{fgIf$tq<CUNjY*Zd}AFtfb!*pjL$tUz7_q-mx@gA;5sUR@Q
z_5>K2m=}$q9A)pu;FHYa)N$r<`{F~H8+*nDXQ_`O_H@?15>b~!kD;ue?Gpu#Tl8-@
zR;%MmF>X8OThyYJ_15sf3OFN%chdmF#Ck9ZB7fM}?9TuR&7g^koX;E<iz3uKjT_Z!
zyhR;&1OhgNU;L&}j;~sgHU2l+{YSpPy}*5=*<ccT$q_`aJum%}QvJ)CPMc<B2t_oN
z!<FUiLe>W}m3FVvBIT2m&c+~0u<P?9UMdEI9(7`!W+2!tc1L?Bc?Ro6FMYFO)sw~E
zq9p(ZAKO?`2=JJ86l&$1^rJ<uc|UXG_q?7W1`fS<?G!h`*2I)*kb!Pp9Fg7(minYg
zZf^Tydt<YrhjtGiE|g(tpGk<7FE6EMI=ceA2R`XU%1z6XF-8@97vooKg+L0iRBANQ
zd%nr6z$WlG$Z&yN&h4o=b0}R23)&3VD!|q(zbTx%-S7D`#$|bPls!A4vDqAY&bl~r
z$*(*wP0jxnF2Q@sN{tr834=H0S;Ta+i3YD)g!5yQVrEQe-8p=I=qA$+k;JCSO^3d!
zc{Y`%;=#m4D{ocGj=MIkh8Pjt5zxpix|Uyz!@r!IfrNMNDPgMf@|Cbp$iHxTEDEae
zf(Z3+{-<WseB2uW&SdZ{--kK`n;1z^<^GvMQ<E7S$Js%Sv#jgu)m3$UV2)IJj*PeY
zvq5mAk}@TwgA<>wq^4}6dN*p$oB?5~a~&}qB>BmZ@<&^G=+Rw?AR*qVQ!>EIhr%vh
z;g6Vq7b+LVU89Y4RL6qh>NVDzn|ocb!mW}`tG>>ROc|?YO>AIs7Zc+p-y+0u__Ja0
zYQ@5k3&W8q+D#xWq)9dHw==I<O9vaa8*G?#H|fWQg;`YF+NI`OW4UZLQPjF^I4e%f
z9BJf*s0sLzT{%8}Ev$x2G>u_X>JOk=zXr-$p>UVSRwfN3Uhg@1l$h$;)tn_3X9za%
zVwYfY)B|~5Y8hmN3GD0k1a(l9u;5WIhC(gUDfI3ttx9KCSB$MrDt+zK>6Y>i2^<l_
z{j^H6B268Yl4?2=vaj_Wm-2ZxdeCK=?d-g=q$}g?0|(OcEso>xQ}UPL-)Q>kYg6a$
z{z3ee7C9BED|cqa6H2MUO1`39{gu#K42NezpT51!H+5)_Tm#kvfmo3!Z_{Ch7A1Jx
z{el&eKcfS8Tm7EkIU6*}TJ6?gcZXJ2IRz*`%4+N698&YJ#3lIleqV(1Avdc_S@Ua(
zw-G&$3F@LC-zpo+am!N4lX;4l1koXFdT$)e<!@-CO8b6nR7-E4R7bm2qN5{{Tb*>s
zeh72vTC=Y1Z41+wL+|>`${g&XI`G-Kx*T#?{wXgnwdtkHVM#rBjBmT<Jty#)6>MV<
zPpq**oHHC3pNWmsFmj)&C!YkVwu^;jhj$q8;>!^vQ4=-O`e3~}SRiI`X&4Z0$~}OQ
zr^Dy5F<2wgo$vevWs;xWu8WdkbiR~X=@e)wrpb1E&d$tjDM$J%>6#*&we^q1MMjE=
zr~aMckkd@u?x5yanGzOWUIQB`4sE3K+0l0ZV1m;%uBB>Fk`Hz<3Oa)s3(7c(Df={6
z@_Ta0&kyICb){XP!ynnStGUu&9Ua{$o+_K|N!8G%ljWfgPTh_?x;i_-ULOz6v?MB#
z`ue0y^#V@Hx8=5K1v(K|=L%8SL`%S5GZ6x)HBH8C3p~ogRvDT{WH-<VmzG`jpuarZ
zXHdjC-VRLw1x_=SHLpRbJ=mZUKW#)ti_5;u>gH!UD-RNkBfv&;^X{?wgr%o9__kDh
zxLq-(Q|uP2Z;1x-ZQ;u0u>$?m0;a@B8G4{yIX_<ZW(z*8+9JQs9kSM|6A79gvO$_n
ziQX{Dp`$bsrdh|V!tF9p2t%o8UR?mp(>v;vUNfja77d{HW$iLE9a(k6N5{;h7->%>
zOs?zC$+_Me0utlDU^nT(uzQID?7wiW?9jXT6+*mqOTL8p`{Ho%1hoFq_kR=c7pmGD
z=7-t7>+_@QUn4aXT&4v>YQzjpE#mF-;cxb3#~id$-~Oso$(GQnrpWCr2m#sRgOBjW
z4$e<`#jP-9Ez`gjB9_>vX1!sS<U6-^oxEUZ7>&ef$%TZ?6<bi$w%#8XQ7Eve;bg}S
z6=Vh~Brs>5v7MSnE!`VOsVX0}ukWKp*KVJ^Z6293_E*$EjO(`&-*-a=?&@jo=*;Z4
z_<VTmzU;%oR(|w7{L@-Bo8xca4c!-X!U8lfF9MDZXaAUqw-r!pEYeR0&b#B1Ml_M@
zbzZ*y!_AO*ndFVVbw#ukbtJpSYUCLRO7uvl>5V2afyrbbB}8L%v1%vdvqVW}O-*A!
zdxRCDB<~tST(Quaq+DYiZR*-ePr4gv?3`@@qSk$V4s%rL;(L85b-HxT@nkk7jj{(+
zfq(>g=jWuI8Wk9|dZj3m{T+GgejV^>#-e&mr&X|)?;RcUU01ictjW4x#Qu6iRP*&A
z1q>#?z0geyKT1~NuDmH^ZRR_qIS8*;u;bA}9gPM@tyJM_OP5(w*qXPc#!Bkt$u|6+
zf7R5&oO+|(Q~+9$Jo6MUlV9x-(|-u0xnVW~$KdG(QMImXz_^TXTiavu<4N}mMr_Ad
zve;x%t2Wa>1<mXMr9jGvJO642FhyfiV!mx^^sgV*9wQ=ukr<SfKBi%l(SLv%6y92X
z1g1AU_Cu#422xXUx(2MRi{Mzs7hx0`)#B|$kj}_&&cLpC9G1&}xVnv&Q2v9vK453m
zl{O6o>vp97s@N6OGG_h3>NX95p2$!CNj>=qLvQzI@5Q_wwe^{{yxMAPW>}d?a#ozl
zZ=>Y-OX-@rjAklP2$jdN=(dt`4<;CmVx3xATO)i$<kz&eyuQ?wbKK3YLRK&6*>j}L
z%UH>GD(#TEGDMw!)wIE!`tx?GuVLP}QqhMitnBpZH$W0g>laWhb}t#=-hO(xp}gWz
zW^haPO1*Qs($9}AUXk$Hd92aPEG<WB{PAs>qt(`seo=pz&t9PmwZGt3s@a}SpRe-Y
zHZ6{O^(5>!YLI>k1Rgu#kM^K568!)bEdTl$t>dv=FRa2+gUSYA-o$~JoQ{D&HB@=N
zI(qII`%6a#WyOGogKHk;thxJ|>A*dyB-VEYjN{DX(%5330A-T_ha1GuV;WheRcIIg
zg?34h+iW4S{Y;XQDzm2f0Jlj`SnLZrJks?87C2!YWG!Qe+jA{uB`M2}qf$B#bk5)N
z=}7R~NKSC?{eDcThVK1j?3rFEYX<2+c@u-SvA9($ID6l}cvry{^P@Yu-HA9OH}=|q
zJ2kDL=)5MEuY?_X#$GhAYJVbs4#^7nw|eq{mBrnk1%H$%!8$pz*2QPION<AsIRx@P
z!njR8*PY8~S%L6CPVj;`2NZkEe$?m@3`#ujJ-RWfw#HOj?2RgR>Z*f08ATlHmMd|4
zeH38xV1}UDROe{mfaZ=py;ADc#AUnR3*=JcS+nZTrZu$%Z+3*Hm)G8ktg4!ti_KnX
z;XgbTtmf=Zef(Ig^TiAAYb!k?fpHcRHKl`g2ccI0fL9ZYp@dKCblWeCOIZ^oL0TC@
z^ZV<nK=irOZ1zO9e93$%9Xmd48PM@0*RPFFesk+iYr-47cx5S_B;E7WC%7Ato^+BX
zCPEa~VYxM8lDKDfqlQt40!&B<)dV?p&!a8<kD9UizM2E0>hjuQ^!SsFYrqrGJYT?^
zA+BZ*--(AdUjTKMF<5fQtRQEOGOnakz;{utEAIwW-9T~FvZgA`FAV#|#3?vlUqJj4
z>a_T**@Qp}RdQymRR7e5tB8NMF8V(7x>dg3dAsq6esTWUfA=G^<krDKjLtK;*;!3s
zd&q^9p3<i_{NH1tQW#MA^2Ub$_18pim%7XRVsGuj)zSy;sD>bDi1FUibGl;Xzg&OL
zyo4ojzA@~Gb&1;bMNL%-VPPW$Az_2Yv(wK2{cFdo-t?9RwT|G`GJLy*#1l@2tEPZ{
z+>w}(kx<Qlm4t$KatNo41;P1VDr*z1G*Rr@124S;g2ooLkc3oF?gFZVqHOs8ia_po
z+2)`sr!xq-^HK@(2yk<n90W}lRw4+7(W&`~=SU7R{;eLgxS|IZ2$l6o4eq+oQhpq|
zfnmbILnmtX@3d0{?G7_?ciPdwp%3b><X60QRIA5gp9L9<KYlt1etHWbeCWEw$ja__
z=&5>FFP>_aeYiRSGB4o<TJE<wli3o7sjxU+;S-n?ANV!WSitJc`VsZ31$<6wWZ?0F
zi|P$}4+mA5(9I>$zHIGlo9pvdR0Z$B7utH?h*;LKT0t9rUS-v1{p{@Amd&tIP;ZoM
z2nrj@<rdYCBAAN;fP%1G-uVcaw>csb<WfLITj!_l?nv7RPyyFp!&QV14uNYH_QUms
z{Xbm%T(m<I*}|z8A-7BKU5T7(BwHu`O~4%TJ&}AeRt<H%P<!?*XHArwz;my6dD;ND
z$C+%L0k4C&U#LCwfU7zEqSd+@gfplG<q{V!N*`0J`A=wLv98DwcSEml#);WNNjkl9
z;gYs@kDkgj1f188B-RPZb1y5q4Br8jQ~EZbB#T8u6D<H0o9Q&HTu1e)Ut#0my@65o
zjlfj{%5<-t(7E-~u*GMK(0kErM44nPmcyZQq45d;8p4oUOlwx&*+z6_-Z34R;`%SB
zR8qQPLN)hZ!jJ0%z&4y{;6HId1iT!GS2_#T5VI&agGkFj*7O-!**2lTr6(s0`h5N8
zjc_-?S*w?tyE|*4_W{U*cVd7l**x%mAJzbNd*FmYDWi%h7AH4`0TCOA-ZYQ7gx>x~
zXMrW=%$-!59^?zvJaQ=>IzH4%^QWP3E%!piOrZL(842#P1PZ*eWNI!0ryt4QB62Yx
zVu1o@hYtA`wU0}1#wE^!*TX?Y#eYDr2S9;Wb4&*dTiuBCXT+0Rf#W{BXcDWr`xk>B
zAsjD>0s~UQ@{NaCD(O{Kr*PZ-`7ZDFbpC6nSWObVuCRr`B*iyHNef%y*()v3kKv1;
zl)943*+MPV@(WuP8_y&Slw!!g9K~8TH{(x%63I)tysEP$B8Z`cYgfn!jtkl}^1dqA
zH!hewxt|saYJ7LzCI_ny1_7DnpV9UI6Xgl}l?J;gKAxuvo{t7+OhA>}9uUH5JUMzO
z1T@y*)%BHuE@pk6;wM1kov=@k0|@$vMYx$B1C4ulOz*Vof5vm#2_eZ!j_&f*s6)7e
z#`|7)cV0Kn%WjQtA)jk5b#{KJh#apzMJ6)GF^o2eKt(cpT!qmRj~xn)0_CF1AVl>~
z{{bmtB?=%}>pRcNSV@$ri2?})^X<)IYg{7Tnzh~P7hn=axrNizY%w|4Qgo=LyBtk6
zNdP8&c=!KIX%H&7g;~g&RY`Ka7O?iT$Ca6%K7D)r_Z9QSVPny3k1t{>Q?bHHIso5a
z7Ze?u^#voY(dtGVH{iKS;DBDq8H>8HGZ_hy8MwfUO*3vWk}(KxGX-rv8)@KrNGE#U
zwgT?}kc|I=i1Y`qACR4K3Y))e68WWZz3F?+p?dMOdgZ>}nd!=Rv3Sob<E66Wv^J55
zkLiAP$49qkaqTUcjpBE|KG<a*<HYas&8|Zux>8`~l+L<HmBCG23%bML5XymKfMpp)
zf>hYKlh4AOR;#D8qca>MlIDg|9V74eE*b93Qw`d`9;-S;hpRoS!$7Zf@SbL<X0sr0
zC<8A{uZ^w@PSiQqi3Kexe9((k#OjYz3{PG!oiDYvUh*5Ke7N##rwm4P5NT7xVdV>R
zRFcU-{YSykuVG0G`+s?AEZ)m*6%tebh}ew>$vz!;z%YESkB~!JC~N-rMfEPh;pf9~
z!+s<BH1$Vh69Q*}QGOl&=8Gu#DA1Bl2@ngGthuQ?x>Rl(QJ`BD9pjJ>M~K$Qfq2Gy
zu=cNyr38vV;m)`Zc|2Em5hP<*8rUkK9xgz=o`$$QLpB6&I%5n@HXw@b8M(~JXFpuk
z1ipWcMo)O6NoCo21C6b#;~NNVqD-2-?84^=O~&2+T<aJ~5oMpdf=95Io}hpvE4uWT
zXmFbuzIL^unU<!pMMXuc^bsw)b+M>&3C{X2R4um<2P>n>Q&4Z|ZE?}|GSO+EN{(++
z=-WMh@#vG%VrGNCd8{uKGloU;rG~2YrUwn};w@3Y3H4o{c4Vxy#uPg>rR3zB<G_o@
z9RK28R<mi{r8ZxXdb_K1Ib;_yi}W@m$>+4rd2AQEZUNMB`_2SAf*KVAIQ-C|eFJwv
z(mW|(d8jo(QBgox{#IW@*4vLD-p%~hdHhN-_x(0%@b3^Xqh)Tk7Hc%h3`|v2#pTv?
zRW3J~+3;B9cBMCC`K$W@MgMP0k~)By#r-F0>wLA3`Cr{+E|RBkZ9r63*fJfC4cUrC
z9(~Oqzo<NRw#vRU=yI&8pKbU>>L<@^Ck}BhW~Sb;$aXq(_kd;L!)xMP#$+sOxb>WM
zr3QG{jEM66yWwgR?{6JbFC6mP1q$*Rub@rJg-_C$9da!h1|uqCRV5u;=Q$eAUH~yG
zvuYf{R=;s-)RzG{&bM3X2g9Wowaz@@-{-oH>ak8tBI~nUB0qv8t#!q$z`piaB}Wt2
zs)h7(mPG}%pdeGOgF4_yscEFOG&LqA^pJebLCUoZ(^gegHOigcu4I0|7?oynu(idW
ztZqmx2x)LG!M$i1MFXD+D@#2>lp$f99&mX0BwRe&wBT!vw*uTA9>3&TnC_t$eGU;B
z<5-=LDWun?t+mv3{mWE!Fk^mO#MKa#3HlH$u9YWvQgy<(aBQ`Tv8X6VSVzVr{~NoW
z!N?%8&lu6-BT*fy<+W>|iok<0rjn7BHBOQ6-F#EmVRt=z=pub$lOgW)&2S$)UUH#7
zza>#<G`11vtD#h?v_`TZICw=@SFUx;<hO5RAM^YCAuO-BKGz7@7T2t#6Im{{S=QU%
zJChVbZz2eh<A>umxo*sv6%|H|DJRk>TuUkg=eg-U@Dn&Z0m9|8KEt*Z7WfaRga`#1
z8RGCywHPvyRSLxrPTcD29AVO9I&ecvhUW}!SqxDfgVmFZ_b(1U7{hxRkVyf>58JXN
zn<ngE#)m<LGORHIQRbM0`_g_9CI34Fl(-M|?^~6~n-87K8{QLk(?E4y$VcVUSaqc9
z*#YD9vUFu8XPI;-FSj+MW5X?KVDt{*%mB&F#VTppW4sg;+x{Z1s*0%cY)VOcSp?Gh
z=YU?;s-}gonx(9pMtxBN6y-AG`*zOJ(a{cHNhiDWk;EK}ayisYn~s;B7Z_q@o?CfQ
zI01F}lwQIeWFk<OHC}VO*G0+<2&c_J(Wmw3#!L3}J7TYTKG-uzw1JW@@@Q-Rv(>!R
z!8mWT&6xEy1pelV(CE>|!^FypE}Qb)?xJq0q9-nw;mV+N6Aielb7L8`jwU(gZ*c5+
zX|p0vo$*po#v%gu^x0gcMS*j!4z#+;%-r0z;WcN*OHu3_A>8u#v4D-Pu=WDmzR*7l
z7RVXcn>Te=zBpswt1&1C`)LE^<QXz%tsgsx2c}Q)UhC6Ek`y>Q0i8ernz7yu-Pofm
z8s;6<$ZQicke98yx-U#@IJIj4_r5Ue8cvuN)PA+ZE`~}NAO$;>Pqj%kJzd0cdl?4y
zwJAU8C^tqc>cdk>TM-)DH(c?|vbyC@<Eb9~4;=dhFr`YRmE6KD6on5Bs+;8?#dzvf
z(qHm7T)=w*W2{G)UjAt*bLLD_VN^t0W+Tr0XMLbiTKOX2uOV>&Jjh}pu}StaF)m4k
zDWF1U--Ch~FBMBu`9U$TWM8^EIlhLlb=b<nh{YYk)BniK+KQOO#SW2#%L-eRFaG>|
z^@P~|J5;G7c6t}0ol<lzJj{C0a8S3k<5@#q;R(ZEetvB8;mK-M!DqRabrRYk5c_ET
z|Dx(Gz?$yf|8Yz#z(NFxM?sMir5hCyX^DZff^@?eFiJ$khg4D+-MP^<QUsLlQ6r=o
zA+Zqy_CG_P&-eG=b$MOt-aGGe?sK2l-S_FzH!E-aR@hF&OGs7CjXQUDT>YBREjg)y
zbd`43)^oLwYMSoRW2w(5O|;BRwm$f@!5|2YTwca)6SKVSPe%zGctz}I>_o7Q9N1(M
zd0*8uTpy-dl73c_*`eOeEE!?~3oy`gwH>5P@=D$ebP`QasU?jN8N^;^t9=td>cumo
zNsr|FF51^8cQnO@GblP5K3qL1A3kU-7&Qc?p^u2re`6T29A_oDwam}SZRbg{(L!`3
zdDh(viA|qMew}7u=$&XtTog2&d;4<<y6orAa=*+x_v*}5$$bgW?`1=VZm%j6z2_|F
z<`y`3M3qbKb*q!Mk6NrpW2#hnYw+*EO4#JBEAsCi*Hm<09zXFI<6M2lRgXH7iyx(H
z>DZV#bM34wmsp2UGc7*LQ)!L+hNTkeMc53zD5Q<YZtsng>uFbtuImXUQ;$?`Z8#zy
zbD{o0`A3IL51Y43@e{I=#0}K0sI_=&sYFZZZhtBA>6&tec6aW$b$l-w%@?!(<sK*K
z9_?t;8z^hIUbT(O7%ewPq_;HKt;JVWFTc-IYSek>^Uh2;Hly9#;DLOLE-XB9oOL8^
zdw$bC#+sP8`aEe8z3Z_*(LBk22BvP(0PPnP=HRJvJOG%NiJxNoIoWM=yYV(BCkJ0A
z_e#W&9QenD^VDj|_0~LSzY)qZr&R?LpUtm7tLHo_zMd4%dBlB7$l_~GskyAFe{rZ8
zJy8n*A^+yWC3O{K-X%-8Lbc<1@;_T}XUZ@}fpU#&lI;vNTS>0L4PD*csue~)Xz~tm
z6h@?14vS#j4-;BOp;UykJcdQXY4w?y@!6g)GHvbM{iWyoq20<m79g!O)8#rb9pC%A
zu_@&6Tk2Dk7l^e{WGQGk2wM%@pBau&mC6DAL@@zrCn@4TWlq_Fc7rWNAb`nR4U~5;
zzQpdDj_j=potmx&@xlFjA35*cX_(o~6^d+;(9&=)-?Cmoaa8IZbP}#Hvs1)BIJfHX
z^s4dI;MMW><2S}0kYH76bq~ev=xVg83MM4gThy%(TJYWBzapSmQ%vm1SQF)hhY(-i
z5MM17!_dtOohfggsQGeqAjIr)TQ0Hm+xT3QQ`J=W3}1R>6)yUflZ%%hFKXHmY1S^L
z5HdZIFOPI^Y)A4Kj#UM`!KPJnakF(;qce<nqxzR32VU`Qhi~y(I!e|X=F}<?mHB(d
z=Wfi#4K;6RQEP^S=8cg?Q~Q^{j`kl+*o;)kB3x~R2&mdwUA!`GY-RZAdl><bO&b%R
zF{Ev-{cq3xcFEF+^hZsti{V=jz6>rOc7G&xJob?$nXQv;{&-Hnt3CL5l}4<O@b&Dv
z#wEvt)ZQYiY3no%<NO#MSa>Pibxgs8IcSRdv9_E=z_qI^xHwCUx`no(8j`ne@7r(^
zzjNrx0|V8OmCo@zFUlQyVoYbXl6QG@Ud7pc$~ZF*rZyoI&CXt1_h3)YKk|WrpZfB1
zN(Qb5HK#V7I*SNpy7ijJsBHXP<+rEb1UyD<$}(Mb?O9*7^LA)MT%zO<O*+V{pIguR
zuOVZdLzpYKPGDVT4666y5T+%gakgCY5XiiT{|C3B%dRxdVD;CptsZjZ%ZLU9H}n`6
zeI2TfU^vx$59D}YKHX;3Wkj$g2sS|Kk{c(cHu#}p31aaxaC`7(=w3&=-U@$x4=uM)
z=PWr;?-?>hO;MfLf47n=&#DI_9w-^g-g?^7LU)&gslBL$>eHr(mLWEoDS$H+t@>V^
z!hk-7N#(`UeCtdDFmF!IT9O}eWHYFRIQ?HPKzDE<7l53mZU#Fs622N0vikkQGrY3B
z_s3}Tk8>4*vz+ZAs{q;xCaWigS)`3?ays5R8&}7k;@Y7oXq-qML}($1mn>?#DM%C=
z?l0`uzYvws^JdlZAt{isVdiDT5C*qzzqUe+R%6h#x-?oX=elFDz#N%zFGEP&dHrQ{
zo`H>0ehzfLam6q5xBYy2EKg{G{HqsVbCLiO_wUtwlK{z8H;ECgDunwZ?%X@{F_ORF
zrIw6<8Vxy*LA|Cy_tMpIui_zMu^?SYsCdSV10DTx)(J@&$xswlgA?84Z1&m%K;~ku
zZerW%(mUL2N^er$Jii>J_c^cdrL$#g`~f5DO7Sc1YR{p$%-7jqQ3)Qd48+^Mw=;G0
zctqoT28Llq*X&v+n4ae-%iG4`U2IsU-%Mx5>e9#3XX-f3Ma|hVXVo?e-az-;iD~N?
zSmvK%FJm07;(EZNW%mTh$;AaxGe`++yAY)vDSTuPsd931Rx;%^Nj0fC8xs&(`K@yH
z``fTBWnJBFyPYF!3rzD_Bs^=|uHX7In{*xyl~R4yc~52MAHX{n+l9S61kjN$<(E1p
z!c_jeJWnaPT1cf9;LUtTtZs!}LVC-TN_e8%uk%LKR1^;JaqrQfQ=&C)s34rdPh1{;
zu+gge^QMqlBnP_ixjeR$MqHKtYJs`bhK3HLiGw}>{pc|5Z5dpOv2I^vsAMaXqmpZQ
zt89hJ<+;O7N0YP5(T5V<b?`=+4=|B8=ZnsdYLC1c<wHGGt<~uC?R?)&ck|8gj}%tP
zHfghkw}@{U;P}NVn3hL*yjqm<;O4y3W^&fRdHhsT<TGbC*veNeTm8YcM+)k0*;U+)
zDK^?8@_B=~iT_F>YKQD9tOq|rbc^i#H#cjgpA0hEzj-Yq;}<&1{D=@{khM1K$gmoE
zewDB`X>GHkygv3z%wvs_I)F2eE95Zw@fM}x&f_9r83zXb=FXW~b12V?G_zj63#c{4
zb&N0qbmOLP-!6he>Mgjk9nv}{wi6+Yn+cO9j3NsQdvK1fDp}hj`zH?<J-1wMpYYb|
zyg6jR;x%?qEW{pEfnQ-%vBXXkQ==&xncg8k_E58P-xhj8<hymMzywn^R_jyoDCj|t
z^h-MB`X4j<@dxqL^m1;WxGp&-RShMMXk}91zB=@JX-#ev>lR#~5{fzFK+^;OKaOWc
z2jE!Dgu8s~NG$UL_l=-C-|k#zqAke&bl)Xx83`bGyA6#3jJnGPfp<g0aK%m~O8i&D
zsAl3KqhfN>JMh;vom97iYu^7lX@WKnE2lIS-4lKOnnNCY2OZmmM&U8h;W=ykTk!7$
z3k`Wq@=>A#ebP(aHjF#JK9T{=&LanIj_VX?9fAatt&K$ridI%3AuYw22ZNx?YniRy
zO!!?E@7)xsgWpYBD6eUMx^2*R&`lC!GV5|7(CUyF-95B`%cPgzEQw{wOyn0ML<YdL
z@?_KY;U8h*G}_sfsdX~zw3iukzSb>p`gChM4dX(l){<z9@?x)@by=*Xn0m`v+H_v=
zlVgFk_RGZ!_VFrNQb*(X4?Ww?Ssn=-5S_U=OImv79LhDfsmhisHy1BhSS{=0l9_IW
z3ue`&7@~Ko+9a68`;obA5C-Rt!bjEH2a02o&x4wOJ-XN_S!#_G$i%+Ew6E9NoQB;9
zl9kz~>Fx2Ai5lgH0O8keRuW5;boy~_CB3EWbl6;-iUIU(>9?jDUX>L?hJLe>9P^qz
zzf_`4)sKhWG;cdclBy;L?Dd25x~j2u+C#nECeo54{7@Uqc%G<za`lP|Wp8h9_4LPE
z!96PB6YdL4hrj6RUwV4h(8!&o5HSRec&Z7b*7zwun#4^Hx+sh_e(h?4`2A66jrP+|
zXYU4BwoYG|`PzI3uXt&2WNEs1gqxESg=q=qn~ND@8e4Uwk7vmIbh#UqsO|F7vcu%e
zhiCWiOK3svhS1Ck3k>7u+4Ih?Qb5IyPpl)d2U$2E*kpScjTdt&-C${3{9&Ptcvvu4
zXCs6F(n`fm>BP~A7MQJ<?L{7g^3_o@D@6Q&=i;>~mY&-)ksVJooKvtv33@J5Jts^^
zlrf~_L6?0#KK|g<$E3%1@3Fy49eJfk`gGxI(}wC#!w(MheOyEssX+>~RL>seZiUDL
z*U8o0u3;5b72(72;xIGB(^eB1P1FpOcY5S$jw<<pLVve$p%%@hiLpgVU%zIXwntwX
zKJl2H0Ge$srvxzb5l)>t1;QD;XHK7XE5(9{c3XS<U3t)ci`;LzmY_q=z=_82CrTM0
z)~}4p_sOQ2g!I_;O<7>w-vnMw?W7Hi?`ny4;C;~5ml=GG>y4=0yPdl#Dk>HWnridU
zS%FemWWLk4Rlj8zeVszZ{14Irx}^hh83tfeWVvq8xAID@8}AX_X`I3F3|?((QxHw)
z(!xB;%SR4mDM~}0xqZ0P#3~4#dg<?9IaKOwB#g{X&mP3Qb{$rpS!Kpz2PTVVxKZ5p
zWvcR{9<Nd5E2F8O3eUL&Eze&mrH#3fSMzNUQ*>7pVKY%QGR)lL@i@;nfvw=suAnF(
zK9U<TIN#eM`Os!<qVLi4#G~ohK`V&E%fj5;TjqDFyW?%-fhx~OUG=_s+Al!Zqx;A2
zA6l3aE=~@0*$mvjMdcqn0h!;SYBt-r_NQrlEb>WAEG($IiqYAiMXwYyJ;jt807F$*
ztV>MM^%n{XfziB1NW)sVyR9^6sLi80u<JDdT3Kg<{1U7+I?sE*M#x5b5kFouwDLgB
zPCnsRTF33_?GiN3pTs<5K$l@L|NABiqs!fw9QjZZpLRmGsNjW9Qc_M|+gTLA6P{8o
zZj|<Om8h5@_HQ}AWDpRY#eHVW*(rhA?H^PZ&Tn2)I57n^$Kxq__WT3<Z<TcA=H_YY
z>E#I`Fxko3MVe+n-|rH|#hanR{)KtH%q~DdRP1op<2(n(DRtQ21vk8^UVupA=lXil
z%PX;qoRe;|i&y&LHWT@}^=+kQ2^D2n<Lasw_lLM-OCBM6h7~IKPK0ZjQ>TL0esk7n
zsci(%`sDPj%SZBs`txO7*Z6OaU46dVHk`rgj?4-Q|0RjR=M@w{yr0w+CEZ*Xy{2l#
z?YzvK?9L@lPrJ1L4@`tu*y?WY<$bW%+TwBZD&wy!&*IEF%P!v+68$>2|9g3T0rg#E
z9YszM{Vizkiv_)!1uQP#t)WORi4(R@v_r3!3sJ(@gPJ&aMnA7RO5AVA&9Y+}wt4NE
z|I-h>v?t!JuB-2WZoN!LpS<nXjni7?RO2$rD$_7|t^H*^S4GgtA<oci`=0;lYr`iN
z<Ik=3-2P=^FsHW}v{~lXY%CvQjWUqJZQd~N${;8~o>f}k7z0%_dNr6KtR8;#qkYI>
z>@{=Fo=J%WA5dyltb2>(HpT=a6Q`3<;XJ9*X(TZT?a<5l0V*(Vjy0P$0}D|vXeJ&Q
zDw{zJ(riGQ7(B$E3=@*OsQ=`RQpL@^ks4KRd_~pMpQ(M(=G0o6ki~>E>t93NFRnUW
zbXIOO39Do_By!#7d}!7yKXIzG@$l@ev0D|kn##%{a<^O+>kLzCDG3Zje)ew7m#;tP
zgm_qB)N|C+YV`_-OXO5_Y!C22GkVug<I6+=mCRCnjhXE)+jA0;=r1xnzj|@%D*DXw
zi1=AcX#EeE0Y=}lV~|OgA)<l$G3I;4=;Gz`kC61n7h`xe9W9I4EC)u?bQ9>!%5(*-
z7Vn$*;4=qx(e4Fu=(8Sv(I{P{_Jl|C?&SgD0#s%&;#Y6Eho&nPlgPlZQH6Vg)T>?J
zT<hErlZ?3xxX&~(ZigVzKWZ7i^ZEW=j^^t&wZxz3%n^6xwzl@|QA*Sj&c*0f>w|b$
z3Px~l97S`HYD>gExYZUmHqV5pozM<1b}qpWw5z&za6@TiYq4X-MfU~R2CS3T-n@GK
zIQf@}1O{`{qw5tb8yScYTa(*vsu?Zxupn*jA+oI>idSCG`<cd$7#$oMiaV)n&(EUA
zV6JC2PY%*%G5jHx-fMPw_Y4=^`t|Qa>DE^n-u5TiuVh`6Yc9{Jt?x{&ijZWvgsKoP
zOYv)Y_L?%8%S2fmdTysURGhH#dEn-6eSyPNAp@U@?^~so#Cx<+*U4Uwf<1f7EkY*)
zpTnnotvshK=dw5LXK7<-Z(-8eG8X5p?FiLc2sQ(kMu?ch;yZ<Q#k=xG1w;kwI=!^r
zVK)dwn|=o<=?W@JLJAPw0xi_tf9@`|T|^F)prpCbO-NuZ9IpD;TaJHnR8UmVaIr0;
zo@4B5;kgBwd}*)GZ@I#zob(WD?GqJ+#7`1fMo|^>^%*@=FQc>~mx(dnM&8~bBswNx
z<9Mxno!bFTDf=JclK4%HIH5OjeIA)y|NQgVzuAAZ#-yZtW#SGH0hM1x=4fZ>fi@^H
z$-3hqo}eO0n%`1TR)Dz6Rsn}va%sANd~1iBqLPr=!)hEe)*vR{_1}43tN5ZymmRG`
z{9e6PTP24=plW#k(!g|l(?0C5qOGeFq=L&U^mb}buJkT||7{7tg335Wpw{LLWLLz7
zlTn+OEDJHtVrOB>QaT9C8og6zkq*!P9PJXrSH@gAI@6r|HlmoT$-dk&yR-UWnqG2i
zRVT4s6JovouJ<xH{iEd5f7MtLV~lv@`0-BD7-9M!k^8Tt>(*M~Yat84I`A=qjdl6y
zxe>pvp)xw7yyWD6PzxC?vDU7W(2Dt5{_d|3Eo~$73$9Q7WLyUQwK-;9e{__%eXlWX
z+$=)M(hItpfmvQXW8ZF9kq5LfE=>M_f_wCK>4;6W#i%TxscwnM3SvSV%?FdWy3`eC
zcC!T*BzRI>J}~TG%w2wilvggwWjDNwdeWqUNq(M{eX&?4W(m}zr;k?a%7@&2K+M?T
zFI!C*)ziuw-0gd9G%vN<KF%&5C+HI0yY{-=x}Y-JOj(7QUk5S>(cK)pD#}RB)G3|o
zLt2>ZEN217!$6AYbmpvE9cJwqj7&Pe&(GeNWk7+eS&qFre-DB)I0%y~_toCG*H#A*
zD<&#K=7U4~(@Ux?ds|L=p-Z00&beHmA@l>O*2!=sO-eG3bYzBK>!ZGT!WS3?VLjAL
zcWw(cUeAB_LDpiqGG}#}RqCE${lNw=zFFAFqSMt{(@@P$%)aPVWO!sM{X$ny&j}gC
zQZsj^Uho=e<50KEGD^sHGQH-##0V42C1@oRxY#Ye{WyPtihA%@R8WX@UwFUniZk$5
zDJZ=d=!;S;b6+qE<NNF_Bn=Qqlb^lQ29{8HufIiA!_qyc&VW>q!(z|ho*A5wn*IAe
z&#U6cvUlfQR)NEEKXYgBj0W#Zt8UG-FxDzLwx8#oVl&t>EY|Kim%ZLN3DJbyY?bko
z8I;ULr?=4C$ljH0=@ya{tsTJ_7rlZu4qOyS-l6c?z|)O>DUzW^H%X`<l+E$tiv0IF
z9=0rX_I^uik@Ns&ZMi`N7(STr#P><y(onf<6hNML5g`r7o(;*u2sU(6PV=pc(1IBC
zDE2#i1F9G$r5?d+k}Om9KXb1cc84}lH^lmqDa(0BAq-0zKEHGADr2fB|NP>&96C;%
zMYKYjf~JOETH)u1ciHc8NpRO-y>xB0ly8bYx%OP;H@vPUb-c7rk2G<px61$Mff~lh
zy%wkwPyteQphDo=qF2}HujE92zkX)7Vzuf0pw%F4393i7pI03?)ButX^5h~?@6_-P
zi?8IrVGwi3E_N!8G>YT}AO!Tc47N<Sj_1UmA<~xkqqJ`3f-in@xyk8|GfXoA&xO6*
zSzOE9IGnDNE?p`USc>XXtVOP71m<3tn_pn?eFF^ta1S=Fhdo5@=dKt-&jP69*t)3k
zk8>e6`BDvLj!g-nlj0PMa4{Jm&msif<HU0UxNl5`&b)Y2P<+8kC7BX@ZBG4EJU%*K
zC{I0HJ=EH^_#oADP<Vh#f=wTIK8i~>f4(KV87O)32A9>I7vBYL(~#Scwtu}IUc7Wp
zQ~jwrVpO-Fl{DeD+HD5W-w|nc3B!Fpiu>UIfrDExUxrAYhS<eF)6f71L@v+@k3Hf`
z=okN%HM47$Wqu~RoVD<jgW2s;nV7A)TwXkIEZvoNeB=mUL<Z>E)DzHUEd<b<M9)B)
z3XDae`xNx?F;F$XxDw}CEHt^0g58K|VFM$~7wy9-9?M<4=+e2y$@xGX;sPnL#n>6<
zVTrD{h=8fZb4<v7v7WMHNbJ`+B`&X9Rq*0&6qOX(M>#=8kFPy!MuAL{dr!roqNhA)
z1j=s#-R`Jhq0ED1H#i_L)P>AN_Dyuu!kv#0a8Mx`QVt5JUM7`FWqH<+Cs%#;&q~Qq
zfQMy8+i?CKImE2;K)n1)612g4MV!@`uNkQ5I>ogl@@wS@7euo$b%<q~8~KzsTf?&m
zL*t4IiGkB(`MUTX+-w0Mk7q3A@kb%4ULHT4H12_4BSarB*^Cts4cZxReVvKEz%(y9
zr@Xv;1m=6fH%{tJwV6`<ZNwn#f*d(hDml*$Kd9{j?t}oC{+O;0j4R*PkvBBtN6Qe-
zFa)2Wo`ovpxki;QTp$xb0uVr6D-QyK9)0PLB1(4}44Fhc9|Nr<Hy5c6G$>%LM8(DD
z-aZVt-;m_9O`b0!%kkPnsaC=xBE)TvXY8IOQ92f*k@3E`TB!UUsI~aFhuT2@g~O*V
zW@tJ24=R9+pvghE3s1d6W^tW`g>TPA-@&@51%C5W#bO$b*6-VyD1w14jDbFX{8_X)
zw?dJOvwTp9!=fv~<Y2$7mYLwV_IM3g{mM56uWehqTe??=PrMU1BR94J8%}*127JWO
zxd!A<aW1DwZS|~;Q)#p2C2qDF2G-hsO-p!vKWxsjm|V%B_R#R0g9t=_B$-w(2na!Y
z(`Vqv4%|=4S>Yg`;nOkl@ZT=9-fW(K>Qz+LgK4@9^dL7mccnj1y!-P6N1?bEnbgkb
z$SE=)jp59(wsaa+_ZaXm&+R{TQOReHr*?UG?<DxT6!?Y6&%QGw{}Lnfdf_7Z>l+{b
zWd6B5A#*;BZvrp*YrQLfR_Ac(nC$0PJbl5NNB#Z`K_UGA8<;NTPdOh+=KmR@VdMAK
zF-_kQfZI{S(Xj{>a3VQqZ!s+liYusK@Fm|eQtG+qgkPVWY-JVa|LrRNE@HZ%VxkZ0
zI%#_v#=*g{zuC?km6*6T^M#2e0Q(@Ib^_C60g)flg4|#fAhcdm#<crXtKEJ=p3T)`
zB0|M9GL<&)mnoo*<_fPd*Iy=5KM!SG!ri7=1U@-%Zkhvxa&~*}8PTK}kT-huei(>#
z0;1dkzCNEroRNW4Ar~iSpXAQ?4DJm@14l3INpu%^Uq%D|TRU}t3}{kW0<Kb8#ihgx
zfZIF7)@!y(9cP};3=2BfuQy#e(eN`OK0g20SCC-LN}07ZCk=S!vB%5fmfi_Z>k;c}
z5SIeBr8%^B_L2OC6!VpLNVCS)EthVC3ZSZRv9rs8`;CT<O|PDRjA#mEKv{zYNOj9>
zSYvl3DTN&@6=_IC9|nZRZ+e^*DS5?n!zJhv<mJoHr~s#NvUMdG|9mcZjFVgBrO++s
z=M>43$E?!BF?`bRt;;Jm`ROlT0s{jH8=okkg2Ll&B~N8!@J$G03~(FS*&#EP5knd8
z(c$4&JL5$)fX9|U^l)}9X{ooBv>dVV+g0>kM5k5R{rkzzlyWJzee0M{QcPW68Ydb5
zITOCfnq>yy8^jfl*o415?J5pi`MvQ&Wqj$zF!_OptbZ7^L0S9K8rTLv|9+OgOw_ul
z(8vVX6`U;5%YT?~N>=;a-^aTCa^O2N==>BAzu>V&{r?WZ6Z8K@>-xJ{@3f$q|2+l_
zP4F~0D}G&<#{pP^zb5?0xwcR-N>{)|AS-j>`QHjb@%YgHCbGA;2Pgj&B<>1n8@hzB
zEd>Z0@S?GHr(N5ldHR!|_^B+tBD0gV9-;XT?TuL?{N^f*P<Uk-LmD_joTEr!`fqj9
z(Bq{f<Meiy<VK6Uf=~gyc2Ax(?l-X{^?XiQ*oEJx=&}66Clv2yX4}<c!Mxt}gDy8^
z-b5U+)TC9*h~^B17}a0=aX9JuXogIQE+sDyyt>lPO~Bi-Dp?x0gnhEA_u&w2?WJiW
zY?`zbq4X>j!!KOQi3Urc4U$*$?i!TSPaK?Z5od#kGZM;-;$7f?4bHEQZSV4vUK$uA
zfI{r;o>Q(GoYyEu-))kcw*wly(@^6C<|#!FeZ1GuYb+@OO?&zBKRHF3^Y+Yj+Ikf>
zn;SnUrndhhB&BHVF(H%rZ&#jrNBFz<$)^&6kGH0W{tAd96aVgYPoo%LB@o#ZP&2Y;
z9QNT4I>n!6x^lc})hFKrxW09K*nu}Q{Mz|r&M-LN2oNsx@3JBm-QJUz^;r8E2+Q#N
zed83HwW@<0fT+c`b88gI?*9#a()Q07=H#J&|2Kw4ddBhe95~-HiKYg3oN^Lll41f5
zb_%yUf4Fz*di7?m^|nuU?fty64eibGaecDS8r-iacm}p}uq{QNK|qeZMURQ9bWW1g
zLGl`@X&t{cd8l<aBSVVm8W`)V4jZsYk2L!tq?kT68{5z@OT6;+^_61m{24<RlQr6)
zD<9rz7LnB1-O75hM{W7m@|=T!R6+Fho2ZT6h4^9*I&CeEtjcHMZ_8fIuD4F|P*jJG
z?!!&QC8e|)kB+1msVL$rL4=q|%&iAkRaxl<a@iApT>(P+ZP5>_FG%!}9D}6Udz73B
z-?1~T^hNkK*|SL)vj?^BbxGJ<rm>0_;cHcRA;2ALm1`Bhx4Q9d^^-zOx1_B~*J=+#
zXO>Z{wi9*AVbWVPAW>XC{Qdj)_yB3Cl-n|@SXWL82Qd+z`c7=QEdmwb&?l=J67BPP
zhE5rVHh`hAU{wx$k&q~kG>aXMT62u|?1_fhj>Gi|)_^uIA!>@n7gw&N7=~d6H1D&{
z40wm0euvDj>8RjuQ=yCvpmAr^EAy@`4r5ePH%_H_KHDcSgXE~Rj&qcApqx^Y`71O5
zMEvU0(2xujO`!Iw{M`@3&p^eZ5+c%4fBgz&h-0fzk0s@0Kgm&|Fi-6_%fuF@c!jK5
zUSsDJ5E%|g6Wy!(VUXrE7ou9R9W1XonQkb>{3U4645In05=b<tE)M3ICF4F4p1xsD
zg~6xs;sK<RKO$QP#F@ReuAdwDhbp;$P9hiIoz%hd{;q`Vog1F{fo%%?8z@Zv&|r*y
z?uW`sE#iF+o<YDY8Gzk@hapbF`~6zYo|z7JK{u777!xNCm-eeyUk_}AP_|uC)`e^J
zL}tmOuq=qSQFk!VtK$3bl`4K(H?x^^Z>I_jvpr<_w<~{*HH*Mwe`&RahB+t6@Q{@y
z?A&9yy+bY^;iu>)wUid)*}Xve9M9N1(O)q}VYxa5d*FW&-^hMZQ%^hV$ZLNw6k(^P
z9>&~RPIKWxpFe*$2E8TC$K)!)xWCx13T^GID1~=xPq^#R$5OHhc2yEL5h%fIA0K6L
zSK}be>dzlN{Jgc<@#Fgb0RgyH%w+Z>*5_`visU_d{(pP)4EXnRDx^G(%3NH+)3HRt
z(vkFmilTPD#YXkTtnQaUuWQ|i%BzDsQBw=TL`TI~cYdT|Zsn(D1P=`2FiWmJUizX{
zRpIHIn@*C4zqU9Z@K_S!0RF4TQgjLYJ?%iO{JSz-J2vx5*|s3jXO;F4Pf7%`I0}P%
z`t&KZahsmG_0|fEhiGLQw4-0NtS2~pOCpq={jQ)#=X=?trS)#ftZI^fkTS@GDMLjS
zhD`wz@Y7$_02m`*m^U^$6ZJ~o_%VC0sL|5Wc}V(9cf^8ZkZqBp=C&v&5ynme+9tz1
zdtrSc>%3v~8L+W&J1sc)OzqAr6u!>?2)T#p`9L1_ufhiQM(oQ*T8qW^5p&Q%@ugNY
z^FcqWm?zuVjK15eulItPXB=w^D_`8Iu-O<jdOm*w<rTspr9VAA&D?6_jpN}ltjizS
zFp#h=55Ia1A-Nt(9{a=pP5BC<GneS&6gF?@?QbKrZnSaZI_=W594Xy^NN|rwJTeW$
zSVtpw`*0hBw}w0<rM&vyhMBB;OBe-3drg<sHXHYn`4@+(Yr*Z!gYdS9#$PN4(v;n#
zOxLAZ)_J?tNHTx7QUqnonU}l07@=xGYV^yT@#^>B;JMqJcGv>$>bvYa`Cl%8rl$HY
zN6*!k5a!lY)-(a=)Z_jl+4i~~B1vb;h5N+OQT0x11#VgKfh|F>?3h;X{%<`wb+zy%
zRQ+DUS^WAs-V^LCv->amHYum?P|x{U4rW^>>VP3zK1%3_T<Cpq_SUr3#px!~qRKi$
zL$qa@A)pw_<Q&!cUVCrH`WAN`5>gU~3#iNg!$AHYJ}gdq_#lf|<=iEW3=NTTiMxo+
zix)yn7DAc0e59qr%JYU0if@o(2MHJ{xdi9Xq69=zmQUS5c)Uu09J=8h#o=<+j@9EN
zDO)&C0T7ElQGXR~GR^3w)=@;edISC}l`VK(a`uZb$-{Jz+HzMO*vAZf7N6zN2_CSV
znws(9$!agO9OCom%Tz~3mL2;a&q{8rlz{sGO^XHdlBGKFwdKMFB#@2okb(arP&GwR
zb1sX)&MD<2k)OCdnGv1+)*8B5sMuY36S>fB3zG`*QafjpUC3llGGGCCDd@<Od|(q&
zvTf+TU~9_QvCVfQXsvSZ1{I6gwwsYk5Scu(|0B<o47em>wA3;JLjsEb*kBA`5L@B#
z;gx+yYhl{~$|UbQ@(hADl{P}%s87OnBX{ISOYD=ZaLW>1!ks;OJJ@?(b)K;pqQ2*m
zjWUC9oq>rxFA&TIRDV?{3X0txaCdR;bW?!G;W~P~2E~E73bc2$4>S+-TwBB+c(C~7
z;}P{5;BcHJtgbtH6Ojf$dXLt5#9(j%mu_Z*ERx#omRpA1G>c=Z7(+)>bgP#H8Bx6*
zG1$y0P))K|1zQ`2E3DB_Fae|T7#)HAeG_c$;XxPrIt$%`W7iUNG1i?oH#z$Ut{OH+
zODpy@3ZxhiJmP~wgVljRns6g|(cYkQj}JRXgQ=CS!{RR0Ma;$DmJu-fkT+ls8bQz3
z?$V@Px=#W9&j<t8)C2;M1Qtl{ASi4<2qiMVNlDqCOORH3`5O36+j2Q2cTh2cl_Uxj
z#tvH~<3YptTV$d_n|E~_EvHy_(1&wz9rp~XmX%}K`5M-WX6eRg=V{XuEiG&Dh{;3Q
z8$olCp{FQRuK$mi@y6@5JBfioL3)Sw9bX@@Lz4z(-(ns6c??hGcZ!!=YquDlIdjH6
zo@j>?ii(NxU{qCA><>cK-plHrcC`BiG9TOth1VGDJ!**?p0%W;GcDduPPxp7ThiBQ
zU99|MC>GECk2QMyLs%qrOEOh=;A@jCUg^JkUV_9xN=fq(dG+~5zhg*qb91Y-i}P6h
zm#Q?O<_s*1gx8UE#d#~Vo&dLb|KC<rvgo^nsKW`{B8GrX557GOo1u-0G9->vnwDT@
zguU#McfK{L+I(IG25~aiUyTiDybm5UOd3houC`wIy(69Cy?l#7A{4(qrhTn7R6NCd
z%nw9ev}ONT0ASb6-$kY;?oXJ;xLPFL2!cr05GV~X9pdyr*N2+^Z&?l>zd9f7El*~t
z2H=IgepM-`DlZitkzGm2d4F|J@MiuG&BlYan92Lnh}93o3qX?YJV2+OdOj!y^hEQM
zPyhG;fZpJjzP*wYWZo$??fpQ?Cpz^GtN80@JY+Xk=0ATlPx5FTQO*yvp6ZV~8nG}l
zBSjaICVg2qj~$Z#2kl)CPn<YWJx7!lS;O(7r=FgnJmWg`NrLPt>i-``H_$JVdD3&S
z2WEtktVWnABfPIZp9Qm@Qkq@B9UF9j6pQgN+llOh8rJai-S3IZu0s#|_nL@19Q-CR
zY#agtN=>b*qJuKexa=y;kmWX$$g}9$PK^E|bCCUZs5<%;P%J*@-0C|Ga#mA*Dq}|T
zJt8o5jz8=xewZW;EwhhoOX1e`8|PM|y$C5<JVxB|V&)xHA7EK2>CBSQqtYea%GoWU
zvM?NT8c@#?OE-Y0LL>sXyhLP$%-4Ft<`19JyHk2eUOyi7-8C(3y}bCQ*cNZy$rH@B
z)GH&VHd%xXiLm}AvcURXSXf?GyRE)AqSB>*nY;&Lz@%c=(Q)xl++UaQsyft@S0^#o
zdP&^*JD%%q1M>(;TfG+qx-zt-`}andIp^jXg$VudYoiIsr!r5WOK0d7Lv|*tiwwd(
zoCX^6QF<`haRL?|v4)Vu1vfmnBcdeVd;UL_tKr|EW#&A+bz%tH&*gPgPoYEqo*!}N
z$CAT~eWPqlR+1cxh*w9VccPSDv8I2sY-f3_$H-jqh*+K5Eng-I0l?TQ#gcM-!K+9A
zdI5j2rwC{a4nFTfdnJXQU`-G{A|tf|X8Oje{vXN<4(@oe0``wFf_|B=-KfTF<^24~
zAnf!uU@`_wQvX#ywa8DH*}7mkB^!QY`o-}`6e<ZFUdWyYA@~(B|D}j~T$vswugt#e
zHEyjNz^b^TLl4Db!H+w>T2jV8bD_eICb|9?X8HUB{>N}jKICj~hrV7{p{1M8OQ|z#
zyqyvlqN?e%UU%W#IU83W(~M@ZO8W{<;3wDCOY8Z4KZCHAHT>Z_^{uUxV32@jWv^fY
zJL@fk@ZLRSS#*GvcQJ`;Q3n{{glyHdx~_ysc)SXj2m%w3xH39jS_of%&h*3nQpG(g
z#=P{!(<4mOUUhSdJd;NSn{5{&uSTQ?$#o3;Ff>OX%f?nmKUc}-5o`v0Yh*ZcI6-=;
zCe$LmYk9<||7=p;#7534gQ~Ju!O$8}C2z;>B}^?;A-C;qneHGDw?dP8SD(8KJI8HK
z<Oq%~-zYt|nt@h3GPiN!HRGhGLjd1a37dQbWiZ6Jf>2-&`lAT9@pRf_1eJBsM$hds
z>n6%n#!6s$m8s7lc)`F6|Gw0<DZaPOlHuqjSE@VOKMh^19ZdSM1a0HYLoy4uR+{-t
z+~(Q0i-ocLeEG)o->0YE3$mFeKVT6=cdq+^sNGPLc$sml)v6@?v24`c&5FGo4~x=|
z83`F%A62wG-ztqw{y7vX&a!9r_NU4gO5HoPi^o=(7f$)T7l8k|WWcv$<}draY;<xS
zKWViQV2^94GiZT3uZ63_ExX1M0yf(pZV*Sx9Yc=xvW(=z^R*C(o-^0ZoIOLo(5@H+
z`I=<Cl0`7fG%$bUH2g4xasI;MgE)8ZfJuO;6g41)%5pjcCH1iFg$m=t=NS-F`0q&{
zp{QsH&Cdmiy^=~P*tlB6_IMu#n*GmMT6dGbT<Kho%Av>L$pqoI;ok7Zu<Nsvn-S)~
zuMt%4nd8IbA?FW@*cNE!%`N+VZQ+MF8ffQmkV}8$`cE^#m^0bPf?ob0!!J!sdyPA_
zkffVq5obef9l0kYcJ{0dTL*7MP`cF{X{m)K5)WJoM$r>9`YMh{!25$f^?I37=a=^J
zw9*i#iut6<cFvC8AjQc@wv6v=OK}@?dHK~(N%{x8JlOpxIby9G&0_r|Pd^Lt$p3jd
zjjiJWI&`I<Kj_GGpTBqZwRg0TncX1H$SZkWwNf9WS{+_?>KIWICZ<o(!<Tn<a*Av6
zM}*1*1^2CfW{nnmM|l&_^;{|Dfjh842z=?Mv=#2-AkPFpvBz7Iw2Kn->WZq~{5S^M
z7mM}V-Y^JD%*kv}3Fq6X>Ke20R#<Bezij~m;S`;$rGDMOc8UCg;E=ySa{=<q;p>|F
zs<7B@J-wweNUwUpB-uXfLqzPs-S@<u#1dMHK4ibbuSDPfnUf$#$SKZL0JKiB*GXxT
zmD`@B@kUWd`=DkD#TnttCGNVFmN`pq3QFNu(`FzLy)*+kLM}4J5ZLtgKKw?a&F=8s
zO%ElO*E_Q-I}F2BL6`o0X{_m~H^D69?LO^D33L4NX!**jdwnNm1rD=*1fea9YAO1i
z{1Qk7E^ZM`%1!De3;CIjIxj$7WDLtdzpzwl>F`_B&WIOV)9_l-upWI?EPQHJF2s?N
z@-zphfO<1+Ms5!33mXJ8xTwl<C}Tf?4}N;mua-buYRQ1ZdlfU;FQ5Ztxp;(hsJhOY
z&N6Ds+Gdb*Yi#E{ICHs&x*t@QC9GdPhP<q>>S|pwu|pb=a^0Gp)d#wFGq=MBt<=2j
zLd%gvtx4~yS1JKA8O{E1LO0Elu<DVb_tE^iR4x}6eqepAzwyu`*rax!rtkaK{C$qH
zn3E?@LPhvxl6ZG3sMjai<@bL@&|Ie<GyrCC3vQRX%HPS-i|7IFrH4s95?rlRa7)FJ
zLl)6jMjIFSoM_0T4IdCriD4#nla>Har8eDh0q*rdaVdygpflu^PJZR5mcD>>)c!MG
z9*?obG}WioYht8(RLb-gjCr=%{Rktk?27tW-mLzd1RW3jcsRzTdquA%bY_VZcM7dm
z8?ZD)kI8Y3&nq=^SI#)9+BMQGHqBtO+zYiAxL=ioyy@lJn`sng2*)9P6vEd$wsxK`
z3c4O-R9oy`k`J#>@<E%w-y1vF9^+cGC3wDgUHHwfNmE@XQ*MFObnX|}2Yi<G+D_$U
zV*Ft>X;qqj-3zdzo%lMu^QI^Az!pif!{v(XHInwyiV}oyqH+f8CrJpyy4Cf~689r~
z5$=bS3A(&aMcV7IA~!#$FWuL~rL!_<P`aoh|3)6j=$<%OX00vXl$2MOhvaCjjwLUd
zC*XP)!g;vxv*x@E(>8GZz_qXLewJp2wY7#IFz#!pw^zrg5+F5F_-rAadML7_rDDI1
z94!L=D%~ACAMHF#)WECa&6qIBw1$5$O-T8iT7ZG4sThRRw-Vi+g-6Cj6by1jFOJjG
zecgv2j?^>wCUlzhM+r})aFp;0dTD>|;fE{)C#1(D?fMB7?CFMYC%GC9{cz68(NoHA
z-R0X^<15!7x<%J@j4y~KJ-1XkjxxOOp_W=;-d<_%)YNgQ>XK*4pEPtt-Fe?6IlA64
znnxE?Z@QuiAe6?)JB-63JpFM!1(weR2~u+b4P@l|vJlaWagKCcx7!ZhYz3_v;rc_6
z4QshY&f7Ee(!bADfAf2aZ)kSSnV3lCt?=QJhvV|XpwpuLA$^EO-zOKSFR7a<M{O!x
z46&BmW?ptF*VB{re`d9r?8s9tst(nxckdQ-?&_Y;nl!>Y<3m;X%kluyva(27o`#)Q
zD}rzCOS>7+*!49$3cL`~<7I!K0t=7{xEN-!5zXr|Ey^!3T212CUeo76bY=!TK+E-0
zBAP@HgPFJP8D+>KVmK;FABRU8xDBM$%bXd>Y_NkSId2p5ypdp;8sa{Pdhdrz3Zi#w
ztA82D_vLX-_Rl_<xgT*H!C8zXtdE-6gnfNDa(%e!)}uGMbp~~>#)J!^*lfoN+pdp#
zmAy?7DloKM>8{0_Gp86{la`jo?nY3S+GA)m4R!NBemv`i-}8a~ESslHzPRNK(OS+u
z8#$z4vA{FX6zdPf*l5cr{Myv)=!}+nQGT`lsfhjMqIJnd!9r&dCip=FiNB4Fpt@2(
z$%`IiEp&FpR%zeo6nGl`wqmTzDXR+R0VtbjxEo$1?bvV=<!f*aB$SMGqYZ`fl+|ar
zi$W;N;dKux_+mj4@ZmMMuy{-8XKk%y;>1Dig|?tzk0YlpCPPf1hiNmq?Sb8;pYIR+
zwil{s+^JULE-BMz|2$>jJ6*gw=>~FMokwRUF4}FKTNyu7UGV7U)cPL3C+w#+0LUmd
z{K}9_J$lnHtf31#I5U5r`=O?~$<%^vfy^=XiJjWHdxx+-@kW<<_LW~in3|G4O$K2(
z>yrg$eTRyQN_Tg{y5;D{c?|@3@9DDv7Avz`!G{S5VYgDz#T!3B7Az-+AQoEp53d}p
zX$DZeS-Ll4MV!eo#W6CR!KypEHcR%FrrXynVc05rSCsJkn|aN-9%iJ%=F4*7Cl3w;
zb9Wws3Y}?#%q`N$Zq*}x9+7`uxOUfN436j&O=Aa9a=h9}0WkN{k*FEC!B6ZpT88U=
z#!2j{HJR!(HHX=ctd+yP1rCXEkKU%rjTJ9DY0&pn&G4!zD5>Y|+?@1@EUKOP%^YTQ
zgRsEFXSOEaC%WV(=rKHCMl2C$6jP74UJ;IxvMuKKKn<;py<H*g*5GJo?F|R^Up+bU
zWf&+)vW}M{ln*nL>GiH3VyqBXRBJoKP`lreq+BvKu3S6Cceqhiv7J{hg|fD<Z562_
z<YjPjSREi6%(nXHq$>-QcVJ2Mt^(vd%pD!5WWPr{tm7&JC04=w?CG<)a!zp$W_JMo
z6K<FKsX{PAiw-H)LIW#rH1xP{?@d?xw-B<W%&i|ACkbJ*%%L<U=)!OK6PP8a)zK)4
zfk>CgZ-8w|9UCxL7p{=vl9U!$Z-e>64zH<BaHFd~!VmYc_4oNF@wfMj)k^TSjxlbw
zq)Fv=h=De1&ZG1it8rP|YE{(=jNaJGtj#!u{=I~e`FATH<+aO(jSMa8fXr<1hT9Y`
z9ry@&+S#zXDh^cEv5pFKtxc=7z#L`e5y)c&X9~*i-Nx<zQSK(uT8q24NxDvJy~9KI
zjJv4qvdK&ZSMchSrsuhOHu?zU#fxDA<<{1@N+m~Z9M0=@CSyc647v4l>F{mI$SBkZ
z%5xe7c)jy2DU(K>1!Q0WO~dtW-}gGp3vy7sgeH&R!zFX~t~=JD^?FOqqogRk$aKFm
zI?qMr<>Q8)a>#{AVH58-ub2F^t0+#grJ@^a2kLdvnQn{r6sDFU`BSaSU0e1xgg7cn
zp<81!#1I=7g6_3?lf*b6Iis$dt)OE>S4Rp0KC;o+6x9QL@8;ME?<0k!wYXJt*Wog&
zZn#Ok$FtHKcKfNyGaV0{3PLar9lW&1rwMxF%@?)m8DF{W@tOKZ3d%!+gI3L{XZGPg
zvl!gh1Ujp2>`F?8S72zu8kA?@k&V(=y<ARC4qrLXjl6s<j57&n8I(Kdx+HmfQ%Q7b
z9VpPd2CVmn4Kin}w!zLway*h>W=a~h8M6&=MVOgUsj~FV6C*XNm$L&-SGQ?;$5dg5
zsi`igk(h0hu4wCmI%WO_{r%$X)MxIdNRZXURqEmW6Q^5b5>+HEV4BQavu&rtGr`^~
zG<>UcwGd}nF>N@6wpOt;jkT2iK3PLSKr&*wo%Bgx3ZieiB>g+gejB?zU|@FiCJLf`
zlQ?N=Cw!Pc$|)vLjDLPif%r@~&CS#Rl9XyvE$JhG<QG)<kaqRqRak*e(KBo92ZO^L
z3%Fdw+RGOfUzbMHbSNQus~09mOOX1GPZEom7?|JeGm#d*G_`J9Q?D{oqp4RX$5!0q
zztS0cKzM8SK7#n^ovid+&I)N(;Nu!LIs$Dp${`ge-|>TrGtV|JY(=jfuFE~bU@`8=
zpd`00_FJm1g>7_fjHyklY-Qr&Pfn+(h{bD36IMO5Ywz?#+bUmdX*@+cci^^xe6x10
zx5Xdjs%|$jXjk<B6;#rx^RN?1d0&3d)IZk|K|73+gO}Kbx%@-=3?_TsST_w-jeH((
zL4SQiG{;YG)!sZ5cj}-hW!_h!8@|{2H+<bQBI^>=TUK$XL}%z#8-28Jsz879-z#yT
z-nT%v?uEE83e(NvuKwsel2d5z?)+WWU)MU@)l1n-FhUhLcwCohb%8b=BSY>mvwY^3
zTnTkfdFJRadnxXfU|Hf|qKY~Byhwe3{m#M4=}!;!3_Rf}=P7s~TyDZTDit-cR%opk
zjXPxul%gVo`5|*9w=rpn*(lokSt6L>bz1Yp+m*ny&{^LdxZzhiQv{4x_;iqP$l=%D
zcKci7l(fv(M}N7jt*5ZL*tc54cpGDx5yoN_?5&Xb0pp^@{MqQF2_O+iBT6QRrG-kJ
zS<K(Q_+VJS#R6*6(4U2(kH}eDps<3D9&4aI?tm~ea4d-CJ$TW6!#g{-t%XzYuIw53
zUXC2Tz4gda;<LWmbne${H?Olvlghn>)wH$q67+;_5^E{rO~vdvy+%CVwVvvUrAJ<n
zPI)sO`0sjei}okvJyB6e*wG#fnGn=~5V7HHd`vt)g$a}uSGP3>G#SQxk9=+Gx~qdb
zb8}rJr{@f{w%mvZo+Z||&4Dy}V>wS#$nGqO?u-@R-hEGsXd1a0?tj*Qu^S_mUissz
z7OEh>fNzzuY(p?cGs+4-5z=z>$#A|e9UWGAvNC<~gH}@$P+)SA1&;_s_Sp7tu>=*9
zv2H8tvOhhns^13|tDBmxX}dtGmT@>i_%CRf5SV`TV%#l(H!Wx4b}A;VNr^21HZ&{P
zoDMH^<V1yIh<l!1^w7)6sa{oQA<q*1s5xYV{o)VD%q_~Ds;5<@b%sMF&WL|wMqBv@
zWQd0=bpe_N23UAgzmjnnoBv0Dkd#2tlXH2r(HvIQS*-XeP($-Yd&VW!r}||h?P0Nx
zhQjx7N1%S~Q>ZrSnfBxBS623?UJkWLtx}_bn*4p3B~fa4Agq5$z#q1@Bd$g^(lG0X
zvUoxZ1K~)>N78AKcaZBrMikdA*|P}g`v4H`XH%8*N{y8&0l!eoQKavT@`5X~V^p<G
zJI;kP5<uynYhJpSgI=3P_GQfp(iV#|7VFfa`Z4Lb<+>=Oo3>iYm%#JunZ32$YMK_$
z@=X2;mZHDX_O84TBI$X8c)>^ySG7mJx7)h?cF(GFNPrOy%P=UF`GPeLDTjIZUD$FS
zloYCKCW<pr^XToS6tN^l<{KUwD83dLz;NM`apGZ`ycxVS)&8)^mX({59+~A6=O}va
zmLBkkI9#nl5rrNW+2^g!+|lR%NqxgCuNs-@KNK>wKAGx5KM4wYgGG$Af^cEA9!Va~
z1caHJ;6gu@Vw92L;<EDqcmLjapQi@JaF*XtNjop^z$ts_+`!S65nrJ^NPYF}gD@R$
z9?|mrMdk{SJk61Z><O?ouwI~26j#hCnuinCOjU>#Z_K6vf)v%iV|&&@KL&`|_M_9L
ztQ(_MhoTwc9#Cwb7}7}Uj7Ul<82oc_ib%qTk7#D8vawsB>E-77YVV_>3m0IJtn=p_
zAOlNZ;;lIUt+H)e)>^OM?x%t7zQef^E+Q+tw#A9l9bQ)1u95>DD@y47eKAuOrx4LH
z`*uha&~?aw+5!OegnU7F7sCk7W+Xr4Nifz<I4XNPGr8u4&tZ2-i?`?7;0N?Bbvd2G
zbxk3w<9#P>MG7;TrFNJklj&lrhQe=!OFX`|AHr8A`q_1OxLl_|;onD;`mJfH<;U9F
zl^eP|T3FZKFu}R}jRJkk8}wIGeC3hvpwq63dN%g1BINU^;V7HqILV?+tOIqhker;3
zrH1q&8S$N1*r}S+<%icixP-=OA3k_hpWS>!cEHHtKx+XMgRtBi-^hVu_<=sCrMwh9
zxC}psuV<+nd1`Gr8OoE3w9?0Pfx2k3a{mt>Ef=%Tw;ZL0O=y|QZb3c@A$3#s>^t}g
zL>ei%H1^JiWumj?h6b7yH)UlJEYw|X9WQ14@~)eU@q;`g3%aM`yTO*&iu57#QJ0HB
zeY@VQA&2hmlYJ9ulr`m&!0kmeB-LJV8p+o>T<%M{-^1H5VE3}yJF_obmD}@)d&U_<
z;yBzb#(R&z5<>5N+qbcr^h>;U0xfUx`qP0eyOw|XgdxhPeus|fhd5i#hRiOu#J)Gb
zB#T+whmOkCYs#?1H9|_47>j`ox(LE&)7Z<b*5Nb5<L6`Io=VG)My>9Pj^+#D?M%(y
z0F#)$iZbNT1XB{h(9{TAhI|A%+aq<w3gothIiNV%g|e6+4HDB7!_VHs5ALw*PyD)h
zEZ;?#$dnrRZrO6w0^!>JHAzZ-U&9zyjxM+9tEne74zutX=U;`##dKHxZo>tSxHkLm
z!G8%$limF}%BHeaQf_$BPLE$#L>WWs^;*B<dpf1PdeZn*GJy{0C1KuMg)+zR+|#<E
zhSl}z1m&Urf~!;4<P<kGbq6c6i#n||CO>Qo8MyAO=#}zV#{_aI0Dn}0hv8w_113?$
znf)+LO^Xk}p55+TbJ@4)r)y!bAs@VW=d6#Jmo`TiP!A6OT|2<|<yvQBdc!@jV(T&0
z@Nq_<N2Pv#_nL{LYY^B}79-`TIR`N|`6owD_WK8E?icC3m-CT@+--q@Xo2@m<75<b
zO#b^#<IV(!obXghl;zJF-ie|44yG1whsU3fh*&<JSM{$1@nyh!5x(U!BNjbq)i3TU
zo%fHAwtMhacVa57xVH6bopN}(&jW8+J?hn-m69y3BE1?;E6%dL9%`@Bd4AeRI(kee
zqnM7cN?pqgGeCxZ;|S%QO|!{fCBb0>RV>xww3pe$_(qJ?2m$3%%4P&ScwycLq!p}t
z<e<yp?gnP1sm?yI`2I<|<SC?)a<jgJyc)k?nZAazG8a!tpF#(Bz1CXQhm4c4+3Ayf
zJG47zPMmpiW8?|FS$)0qZs)l!CbP32_d3SiCAy{=rP>e2=_Z})DjXAcwvNWHcYEzB
ztVp_HesuGE(g~XXUO(wBG|!!&eHiC0x!=MYiss&Q-s&?Xw<e53o2ZJi&v(RM*)l`z
zrEcPQ4}>S&HkKB#6-H28FPD}z4I^k${||-yvnQG;L)xJE?w}~p$kd*|Tq_(DQSWLQ
zVr@HN|2p1b{)}Tc3o1<0)U@Mpc4l|(uKD+QJ?dc4VDEcww|2`)Se9I~E-9g|`CY-U
z_;%F4Dn?a74~((*W7gbZC1#%Po{Fv`Cm#F#3uF7`=iZ-3ny8nX6q8YnvRg%e7i=Xx
zM0zh)Y>WgptLbZ9_3_x4-W>~~$&#*@iP@e0ve5kLg!mA=vjC0{%WKhRtUqccwJbE}
z8P6?u&k#t#dH4e!v^}%5=zi*OuJ(Qa1<jb#nA`7Wx!j7RgncIoas1qmuC`ETxddI5
z&%$V3^;>hbpUW<5>iS71BrEbae8yJtS9UklCc}(WDjyjVcMCp!a+~*ynTe$_RPhLj
zkB=9zot&9LcraIWZBgXqqX$fz63sDbG8KzMDT<?8qqOBAMqXR3jw41sI$o`_`}5<b
zdD9y+X<cC|w&IzR<ghl+6QWAOOt{hb&1>tmcN0n7vo9c8&pD$4_ngg|4@66>;_KTd
zh^<9gUc6#Z1=9b=-g`$ixkYb-c)jXX6fPo2M?pbBK%|#|UMV6?q<0nR0@6!pS1d?X
zkX{7=>Ajao4FaL}79c=qA%;Lg&zu0>-#6cyzh=$MU-PcTTD-}dQ}#J$pS_=b-u)m)
zpx&67rSWv#NuPm2v*kIF@XA=JJ(O!Q<SLEElTj`OR!1Wi@6F0#PkNK6xuM(_jdcR-
z=kGmR{VLME^D=)yXwL!UJHG!A2>iv$xUyNMXXe=M#j#hbRhYb0RB{%35D7|*(`&FX
z4|Vo(TVeZvmF5YX-s-iAG}S|k5E+E;*-NeNR_(#4Tl}&b7;=?^Y!e4yaC*l<{&Vo>
z&D4QFD#E(@W<7QaZOeOpyz5Z6f3C#%cqTPW?aC#*sj<|bSm~dOt=}FvTW?|aaQB;^
z&NH|u1|^29;W(67__&S!!krT{ZDg46rfJk+DcNz(1o;T6_&kal?Yr~P*C$!E%B_g?
zDIAa8-CAO<Omg+v->N>3Ynf2jMJ82O{0pfJaai|!$x?J6BN9zMZ|WcY-FT16v0oyl
z?JGR_av_9-joq2uEB5GnbIU~g3P#c;BrK`6<wxTL{FgB?WZGxIFWbW|pb~l87YB#6
z)jHH&c4*i%x?^xxOo!i;>CC%#eNen_F@hk~+72NGi(+j2WW24FlvuX%2XZU-97@+W
zVzae)2$Q6l?*<pGvZe^rMSjv0WiRw;XtK3dngX|tBLY~Qde=dqV@GU6zK{(<n`kkx
z*ZMYLt{{soC@>I3kmBH%UJrT8Z4<}C!}DT%KisUb;~j2iMZ2${$nN4=vH9j|pBTpY
z`4)Lq3@rMwQ0m?ZO6#9nnyfH;HI+;9YSxy_RSrfCWZ=zkXyr8H2ek~Nww+d{Pxh!`
zO1m%nvIHG=-ssgi>CdAVTNjO?@Kl-8w$i8XDw)%n3)&sR1^vdF^o$Kyk|tb3z!^0K
zY&Rr=E&qKkcGqryb%>-O*CPMHN32_Rd*UY*c{k7Rje^yPW~!yo)6m2m&SW|M`2LVK
z`7es$o+P(2D+vh+!7^+r1Jk8iLkFJ=_zN%Kd><6#5aw)5X{x@@FRnmRr+ZeFpTgLD
z(oMq~l){TmJS9AfjggJuFP^%FoYex1qkXfz{1HG*LBSOI`-H&x6QU7{YtN54StuxO
zsGJ1p{ofuXz63x1boVH4CHU_$Ah;kGM{&RDcWTy0Aj{y<M->0h7S^eHa%Q=|c2+>W
z4em^T6QU4+DaQ{xHa)N9f}Fh{%yHZpVNH;#MnlCD8~F`xRRmA*5eri8oGWu!i`u+J
z!S{ZFoHiAhG+JO@fk~-^L&Ic~j=mxDScA*J-)(A7-glxvDO}@&mUqK5gD)}k@^USs
zQipVBcB<E_PJcglEP&KAx7K<&$K9qlmIYS^Gc~b#;+X1N0y}BDVYLzc8{&K0K9Ovf
zQuRxvxsFN><>H2^ZcbWY+xe_a>#;Qx+=e`~sZ=MT4t-p8+DiPmWPb&~V=w%h9fk{J
z6dg=Cmg^5Lz#B6d{`&^-#tf<+kI=J7Kms%Tn>R)YWCbn%%^PzMB(3y1sYVr4^ZmBi
z@~OaEw*@{%$(!B)`CT7%@N`77kp+`FmV3dSG7EBb;ij#xtk)DKl9OX@4MkLS684u1
zbVK}T?m6IP^IbPp0=)C!>iq_?MhfV&(YEWED|d1{RZ=H^{9{*-hxXYe_wiGV*)L6$
z@;vP1uWa59RO6JAe|Zx^KA(AiV0Bbf%xyZy?Bdc8mzVqPz^47RTfFM6CEDhK&W$S`
z#K;~qLfYInxC@;1exTdOYM0G8+(Cf4s@KK#N0D44sqXsij=+w<i0Yfg@L#iz1EVR5
zYH9;WBcoW;-gzt;MK810*QcqyxN-%K8IV$VHFdjWb^9JZ?_DkmH$o4WH8o+7ze%Sm
z^pa`0Y3gKj9mmB8k6-coXL5|+{HE&rpbXdPZRJACts3SmP<^k1w_*PjepWFhur6`3
z3Pn944{{s486fxgmBAjSS454u+;bB<mN{Lxj4V}6bY7x&Y-;eCTleb;^{d;~*W%i2
z|6KUKR*Q!Ywm*<gL(|0i2?r8`w=<Ay80dxxcXW>YS(}$908=3J%CZMzeMu$Xzdu@^
zcmb-QNO+v(R_(a;(GWhwZ9kRztg@mT<Ai#{x!a2EVPUGTx#8a2sGH)bOSirrzwP}(
z=#=o8KC1S=NFJM}xFo#a6V|mFm*vYn5Ta2C8>D78@x$ScUZU4@j0QP7)HPa=_5S*L
zgVl#ohYtmzPW7zkTmlWdr$j3zN_^6d93KAVe&6=S_$j_=S+)b+M7QY-4IL9U8rwHh
zAU_u)biLX#gk9D*={0ev7DsNZK?&r&OW3L!GmG&!ddPD<qNnpkTV2|=i=*Qg?L5DO
zPJRr2u1)AeOJKf~=<s(M8jaW(W3&(<hg=UT&h37%j$skA;0rl9xp_1izKuhnV$H%n
zDn)Y1x5U4`O5-@9I-+P_0J2?z%J>F+rCdT&yq$B~5!v-`R8w@Xpi)f#7Em!}<JF1M
z#rE_d!k(X&Y<XV08R+A_6fgR10c`;<M^1C`*W;T#EQis|BDTb^9Z<>HHqf9pbZ#fA
zC%osQQsJE(ylb-KxiYTxveO26HE)cga$cju$j6(mX}Vxz*>zcDi-w<xIan(hdBHz8
z?y^sZ!n5v}aF5E%eTmj>%N@{d>1jg*3LXBkS4pVl!MI+)m!ib7>}dnU94Z@2-RxtS
z#S&$zb_?pM?3_>$4i^I(eOBGc1T^`8fTrxx)+IOXw@1}QuJyuv=Fypefrhj2P6&2#
z+rCcHN4~y5#LQPC5f3Mt_2({Qy=`@4Y0Y3l;_nBAO7io45)!vD?jPh}$#%nIDM@t2
z_#e9h^|wLkfHkE|{L+7=Yu?e*iEtxf)V-NT)MM##m6-{(VH-hOA*`}OZ4iho2B!ul
z8+pKFCS0?LB70k}X#IAl-HNv?>;~9UOgmv;MZt7lmXk`AAM1Ul3&=x&jP5m_bJl51
zx1D0t)rbpXW<R{Ke$Z1FTC>gvgo_jKjwa|O>?dw7{0x{or$`+bX6I~Mui&QB@|6?X
z!iTnFHYD6qfp)L5=Z9D#4TooT-b!7I96J1Yp||VRtD@Yebn9Ufi?Ol7)=%Z~&b!ml
zxKFwG%r7nqug`$GDH49TqAc4`n)Hgu^>?`SydJaexjBXEb=7e1%XXAbbDwCY2H4o^
zZNs<6!;De5+re{V#OPLT%HZ@m4!SAH`PObj_Yh9ERmRg^<w|?wfq_J{H;wM35QK+E
zlUdkQyUOrH-%C!)%Ow&*>qVF1DG+42{uN5M1|~9S!+kFD?80>e?gOYASiXIwn!aVX
z+dp=6Xx%Z;rw`WoqF~O~cPGk#_D{~Jpoa>CM^LrerbLEPT`c+UEJ6wlu8|wM>=w^h
z6<s*!KkY}i`=ukJjRhd3C8*$rdDGkTf`E!fvL`{x-7}yt2@LYyr|x1>*wl;p)Udt`
zACpjLohYrAy;4}9<+L%qdVRgHjHz)$Hx4vn-(tT@uPW_MLp{mjbJWm`ppD0Dz=9*@
zH2a80;U%!W#3_`WjxSgJuRoW`88c#~J)M%!Ta2Dhuehxn7TVG;TEee$dbPyXd&wi$
zms4))W*9$ETf6sNll+$`<<%Lx-DD}azPwXhvecOx{aAi-XFdxz+!f`xfHRaIp%Ouv
z`h0szLzESgwNH@d7JV(>WpLj8KG#n*FAD#0>HSgK1mRKb><jMcis1#*Vvhau;+TEq
z^g3@;v<-Qvtu9Dy+OoTw6!{o=yo5;xOzF}sn#0fU5k5M~jtWwZS1&rRWp?Q?W=(Ia
zN$+no8N>|cAqLfTTRr`JW$iudZ~?|qYm@u!KS>*mUcfS#KKwQCC_}W5`Hxo|VByDS
zd|-!is6mJks%&dHRVcEv@u=h1Y_r+SkAJPhRSk#ubn?+st!F&P9EYzPw)8<a$Cqy2
zkt+Kc${WVaAVqLs7n9jn`l9R2Sg(`E6VA-l9kiE{%&v%;79y|@^Le>-s6&(HN;*93
zc7r^&Gv47=HtC9QPw3~AaM1g0KK<g|@ZAgf`P{|uRRJl{5+*ZMb$>3Pj1g*@=W2PH
z$nTeZdMnf;Ez~W6PAr3m)&J@dT&P#?XCo^En2dSCsN?+)3Q6c+#?UqkV@ed9s1iKa
z-{BgDFg3XB=k-brynrWBY#!dUgv?dlTsQh#0t6?$we`F7jaUZIbn;62=6t#i(%Ov$
z9t%w?J|8f(W=5m{GfwUa4(I!woS-3(pEede_Vx9Z-t2uSXwk(mOBRt;g=BeWXfcwJ
zg{<tR@iK|EJjs53o?ZKSw{+-q<xJGvHZdj)oabCaj4PL~NQ^CG6_|@%;Z=l*i56<o
zJ-`bzaIR`BIEZWscp++g+>Bp@Ur#c_b(F+z&si3)1($f$7l@Xhsb%(a@t&Xm%k6$A
zSt<(spfL{~{Cl)Ogbh6<^l=kds*ev6%Ja7p(MVHzRB|#q)^|f55x}k>y}AEpY3#PF
zn#60o_^X%UWy-c;qcvvx``_|W9nh@8QZ0*zNw}>B$Nmw~+-VuBEPLFPY#noM&`9Yz
z+6z>fxpDriFeT#V|K<E__Dv<*^i~(89HxqgpH+Hmdm3$xFyc_q%q(g*Tm7mu;kK|8
z#+XS#k?2Amb!a!+LrFLt+(CPl)zejC*)}1cc8!B$*M%?8rxIK9U<44-s4Qw;d}QQI
zd9p90O7L_k!!Go~DTC&u#2RQxK9<%21!CrH9pZb7#24!ko65%PFtd@W#fgBlyRbu;
zT6af~_<}!TE~JpC3az_7lEX22Dz2NG@zeK3rr&DI89xqY;5^<n<vg)5QQNUGUlZif
zEZk96o=cm^Y_sfq+|PzIdxWmqs>8fkl_?kash?r|Ty1}2{sAsYV>w_dCnCs$P;Y)I
zUcKnF!RZu>`!C|5MY$YD+cn}R__k^$ntBd~y%S1}E(ki8Z2b4tDNzv}`V7;#k_H(=
z6Q-+EhtKn83r%}O9ancITICf9;fNZ#L2;AV6jnt{pU`^!OZX^sg5SDO!@z`5w%Xn6
zj)8^&wi*z$l(z$KA=TC9Hkbz5Rm?&bDk|~9w>gI2)&>UF+SkZ9IS&XZlkJA0+vFLp
zd*G^&ZtA`sF;_KD$aX}<Jxq75jfcr}|LhJ*CoC~4u1^cem^`_{E}+MHb0MlPOZmYo
zWTDTM`60Hx4&JAZL#CE3Ul@5;A%M%Hj7w(7pKGN5jWHeA!a)`Jja@xD@M=FV*+o88
zn3hFLyydXnP?lZDcs5|#$xsX#twDJO7&}^<@4uQ1AuHdl<cC0H%qg$#N7`inR`X?N
zQ~3GAum`vU5A*S$(1zhP`Bp~)0xPm40cbdSnRZ-G$Ezq)|DF>fdIWiWBe#(cjsu*f
zX4;O;e(2AS<)v}EbK-k`$l$n?`~uP{kW|#h`E$Y_RnGtSyGI!uY+k+(5<Lzka74?i
zEmw0_59<}pdFI|xN5hGSo4!W)AMoOwZ-+2mnl=C7yv0blQ%w4qXKH!0XYIj>dqL~|
zZ-IKW>l_^GHOss02!xW8G?0S7LMd3R+o<$XR5!OwsBy*e70$}_D+f?Ig>bc<&rwly
z@~w2ZpJ_ulLS7H5HJf*?)Vy4lx=<AKZTzF#53Z>Hkpx$(c@%C9+R3!(U9<c58pWOP
z^RNC1j=2-6*<D{HIqJGP%$Mx7k{tp%1<s|<0ou!u04hnKKU<U{Q3a0FH^j-|?E9V9
zMo;C<(o&DUeB9YF?Ab6uwqrqldF9t>s#!%vciDWmXGg8Gl5&XoJUowIlaEdNFM`Ru
z9ia|M{rL(o_9%rHDbdl>w+$OQByAo6$b4^}oh#x`@dnRQPzc{{q)O#V@jbp_Y^1sd
zN%23vIS;;ZlR4peng3JDe+#cfPCY>JgA4Gy3?j0wA3c{40%&7oWlnfrZh+@@@!3bu
z-A|`oqhM;|<~({X^f91i5l;y_x)EjqtSim)T#%zX3RhkMeL8db&PX=1`lp|R=$w(J
z+@q|XKYmpmmH-8ASae#C{kJ=-Cx{Io{{hGOZ_vU+@25u)LGKc%`TcLA7onjBy9X{d
zNUmi;rZs=a`!)xDhytje;-r+gn$_`v2)0xHTywVMO#oc~?;{3Ikw*tuA_!Sh*ih<B
z#3Qc|IoFlZ>%KUYa>6D=U?10$UQ&{#grv2CnE0SV^%|Vy!BHu$Wew2|K0iM$iyqU6
zO@>Q^@~QVN|3WVUC)1x^p6pkr4ngO#Em1#7G6|auA6Eu)Eh80cYq5TJL0TzL@V~>$
z!xQU)rxjS^HyN1cNhaR1nRP^^ely|G)8R0BSpEK}_zTjkQurUeFZ7OHm#1jAqLvoF
z4oFtmZ$K1spK9nc0^YsGZM5ICiq{o?`ewj-2NY9uA$WgZ(A#6Riuc+2WVIvGhX?=<
zIk`m7#kjr<<(O}9ihEt)#UUna!=AmIoRQzb*5{a*t0N{*yCzM$D$%4}Ig<pcBM2kU
zU|&h=OH9Fe_Ynw#XLYq>JLy%*<}(UJ@)3$)E3xuDeGa@PtL7ELg#-B}g%hmYmosA8
zz>DA!Y^U4r#+dqghA@fnWU9nnrlEoD4i%>5<=truV@>$=k~!0E1d(nx!WY4ou4Y$j
zPXnL>_NaxM8X6jmNZ8`xwq13`y;CbMj$e$t#_77;e>2&8<0k`f?6w+K3t`hw;}Y~t
z64d&f6Y4pnDz9<ei8}wp^cbu7RQ$H~C7IoXOd$g<M%5~1Kz7=D_vCBb@z+}?U+2Gh
z9dmJ(D%JNGi%J~=?385W<OClvpqu4qY-0VfdyHe<&*hxF38+`TCmmxcWsjST?*S}h
z^Y^bWAO9NI6Xd${<Btk|W_(<C@5*`ipMbEX;Y-3M`D+Ra!~?L?h}dY6nR1SInqo6J
zmxO_VXSIIu-b{C2wXsQm`k<k_Igd;%UcPJpmFreR&g;t8<9H2ylc%geV}_0Tc|1-3
zLs;T?CC!j*Z_gGyOqi@%Ui&JTs+;gl(Yi>BXD&RvJM3Jt;gfpxs?$Zs(9#b{gQll(
z@U@{_`Lke;%gYNCqMqiEEYl|@Usg8%Bmbn2zvvK<$*tw5pEmzuz9}HaTjQQrotO3c
zT$#mjukJG;Bqr-+_kzDEj^1j`h{7#L%$334f(;e0Uy?7IKBML-QhoW2piUmzq~~UJ
zqGs}6qOxotfL|nE!+t93=&3Rjuonz|*AO)C_;S1#kS9yKN^TJETy|wl+jY*G5plPz
zDn?-CMx9sD9+;kR3u9-KDr!57$t?JeF9$!LEkmc5)O{m+RxHJ&UkWL7*Q`$($r^7~
z1>KB#XPrLfE9DkSs;d|N_oEGyXzIi9gF+QUlfn^703n=AIe#xJdu8(m{Lia`_|hQ}
z0=C{RW@-4kz`q}d!KMQe=O@{$r3k`q0gJ-`y9!V%E573i;O}K)Kf7M6dv$0uCNhcc
z9L5MwRhL<Tu)w52;rmQ`rtt=_+O=V>V^5mg?_LVT?MYQ%A4lN#50Cn_6hJt6bAQ71
z;p-12v!+OMXXR@Dnx$&@KIz73k(k$&CEul!eH`>d4-#B?0|7!Ix_rm9Tru8?{Ka%i
zsZBs3aMj~ZFxXKF#LY=nuZ+dZaWpg^u;b}UXgx!;TeV=7LoH~~;cIy<olMb{ao~n$
zpLF8VAWPE}Gkal(`qir=qcAMNI9;=Lk}JW?uJ+P8%b0aE+IzYAk|7fw@JC*wy@~&L
ziQJP<*K?YtzH6kv==gG*rkHC|6|nTFN#k0|3IQeXgDs>f&^8``G-)8Y(gQaqiIj~B
z@>naEcU){V%qx`z6HDO|mW>($O9iBnlFQL;d3h?WyaPJI<4~=4weJR!!#g%2R>&Am
z%V9G!#)l$4=y(kleI^4`AXP}%X=>@a(_X9O7}56Z2h{8b_5yr)CDIo<>AQ!q4*%_W
zqD9!Cc8=bbTF7>UK9NuXob|r>K7MW~UN^?U?6yPVVqQ>`{6gq1c}Dh?q0`dpTvV%S
z*BjeA5upzcE%y|B1pHMIC#fJpQ=!Cl;Jn1jO+&}7n&ajM<CWD3t7BXM0y~i0D=Fou
zm@4sMfvID+hXJbBJ_S`sDL4}<+DUaVp|~e1AwqzCv1n-fG?8gGUy0SJHwH?OTE$o7
zDafJd#&%!R`GhKsbNc}6$1Z!Yte#s*Nl9szU{~=GydKGfRs(X@$<r&<dI|GANK*`F
zvo5So^V$23t+x)ZE4fP;D^LzS00YlCop2y8C&zL(&yb8U_N8kg;xZA&bd?9-fV4@I
z6R}YwrY&StxR0MMTTc?drC0CmyVU@3ALluA8Bzk)*5X$$3d9LgU-a3&4%b$-Jr|sd
zU0)d~G?m^O)D(R7!@ms8?$mx=&~sxxFt7@6W}y<DyOp5R#a9m{$a`G9g@@~S(Do~R
zrOlO+bz|o}>Q#EbWNGdOKM$DrGrdX!6V_tHBId=K`&l?8`<?LBww@4k(=S7-J}?`i
za8IdWU5T)a!IQEFBe|+PPm5m-uWFRJxNS8UyEFV<dAL8Jq4#OzJN8WP6=2_yCuI>0
z6VsY#REJiJnI`?nsOhH|R+y~Wl2^dgIDutc!d}9CVl+p6;%rZEuCp%yl{4E8uV(Rw
zw;AP^@Qmggl-L*5;>R`9?VclQ|2k#x$FYum23FxS-Gx5gtMcaN2+3ht)klUYCdL=$
z7M<U>B|jVxaMe$M*hr9CvzaUB7svmUx~6#&24POEJ_A&(Jnv)FLZ~;Fag^wegd+mr
zSnX3@!>jvslX>E^e!C!5rA~6th-KcZFLB_<ktaU}%Mt(%09>>wvo*K0Y;8p@vCFau
zU6ZWr%-^c3ufSX;8r7L?9(Le2IXI>htMBQ==)Bsz^9JB+Hl#0P#&e3)_lqoR9K+JG
z_PCDzrRieaKf~7nXl63u_K_Q@_tfVAz;$MikOar}_VqrPC8pD%LELpm0R{s;3Lu{*
z7jYjVLVN}yodB8psYwr4GM&iND4Zy^vu7#QEflvXG`Zw8rOdn|4LEMC_)bRQ2{qsK
zQSG?Rm9+0FHzD#Zzzq>}SHhiznE;=K_QV9F;=2vt&n|#1ICz)cTNa$l2-RcKBs(=H
zQim8A6y<KT^HN5#T{qc%-JF&LS_L@Fk6OiNU{e$v=&@dJPImBHru|&4<?A4;__Hv;
zKyJW$T*S4|XwZF*4xXpD7G~wkP?By|en`p2dx##{-xNB2XolCot0?#0a@4!eHhN;V
z!k3JXS^-$J$Q3=~i@OYpun^!0a~FN~u_H9<v3%YBY|w6s!04$X)<Oyj?R&RJwLRyD
z<W&!o2hjOJt-Q*st_8rze}Am8{*Ge=MI`%LTIb#2ap)&{uOFCiNgjC#CuW6L920or
zaR(1-I%`p6>_)Us)9<qYdkEls(wgY$p*;bUV$F#SOL0vpj%6)J`q$bUy`sDugy{<9
zEAu{{0*apUJYX6O?$!+5jM6ZPdkoDhxkm?J2p`N`R0ggK+L=~W=2VaW%Z)<hw}~^v
z1n_Dy=GRka2s7suyGeFJI?ax(`uwN17u*o<fQNA+4=dL{Ycm0TWZp@rsf_21@c?i$
zR!*XP`R|{NY?6JDBPKfvf1L+Kwq9>o?;o7h)<(M)pA3j8f1780$HfUB)74SDywg~)
zeBO<MnF|D;$nw`IFk%D=hm^f8UTX$q9)2H{`K!N4j$UH8d+l%!NotEWw2vcOm?dc(
zJiHyiz@*C76WvR?Ww2{rG~t|;KSwZ4y!`Hr=lSk4z57RPxIYKdW5sR$b^pEXaw9*-
zi?KB^@*nu=19H1h;&7k(yol>Va{<Q6Hvp&RNs#Sjp6I(Xjt8!=%WLtY1yUCS4gC)7
zfDd%)c;4T5v6#@q4f*3!W5LeUB|%I&<LAgo)_N%Mu~*_HLX53?@J2@mIo?RHyTHK>
zhj3C{I;PM3xHOq<*3U`7n3sA@c4NcfuuyiQobQp>pA_+dg_2}3fOYu)QuI{MzMqW2
zgZ+Hk?+_vpeaGYr@Np_oMM-AAK4E}upDKSmloavVirlJ!L?l!SICXicsdozw7aYt+
zi)j8=$HiYk`{`2_UD9U12XRU)lI=`t>+6#pjq<M5%#Wq%d}zPfpmm3#gMziSb)HGR
zq_0=2JPvQ`dv(G=R(iRZA|7(Q^it1=Z~o9I?pcQdA1FyCmhjxj8Ffj+$mnveZebX&
zpUYRW*U)&fFAK+iowyjr%U>scfs&Hr1>$L(uCb?5-PZ7zx7??#rjJb>3Z^LF8oWN%
zArzr%AehQ<T$#V>KfuhF{e7bVZcaR2|D#}N!tqM|!3AQjzvuq_NMPLCoH!P}FaO6c
z@Yi`UoHzz1KzLe7$-O=a@J;-Qt#wh?K!+Z-joETs)|L%rH^m26ZD;AW^)GbNCMi{&
z*3-3@^Bx4Qo0@U0o2tvFGkCNP$p_Y~9ypnp_-7Vi!5Lb(+7`=61)NU+HE@Y|BOd~L
z1;m#9FP6LPl-%Ow4JKeF6qJ;d`cXI5P1O&$r@gRKD;RY&B3KH3Ai{qzU433{%e<;~
zv5h&cstOp-#s{6qwxZ{pmy<4~W-lnT{8;FWfp5HpX%|<dRpWt^9zR$uTXpaK#c`er
zc1iJN4KP{aySPhbLrXR`$S$T)-%3Q)Tt`Z)@17rI9ArJ(6#p0pu~ZB75m1l23<$$Q
z`9vqA|NYni$SCukd#YHS)uGD|qg9iYjpj4`48rQ*Vnib<r^EWv6%~P3*q?sG;u+~s
zgplzxO7QTrB9lv!R?fY}t^{Vvm^=30ehwFDas7yw!sLLoc|Lt$Hhi=ASH}{higP54
zSt^3;bX|!MZZ#=vKZ74Jg%iF}1eOmkJ_fdbQxqvZCI#{Das~m;7C`pNOhcm%+0p``
zPDw7+_%DL)lXNj(<oZ^I`pTWrl066GCVMTXN#5czq<y?A0rqQ!*Kz-|qI}A9{c0U~
z&`{&d4uSfmmWpyMGPPJ5bc(OSOUn@-hev=+@Qz`zw501AL$yS;b&n%p<sQ$+FINHQ
zTb?A0tfCN20tw$+sQtE^0|U2VSt-G$Mx+nhV+&VrN(1QW{=hhBqgik20}w-h8GArP
z%9fOtqSkA%VSysE>wv5v49*6<GhXSC^2>!8-KcoTNXremoMCQWyygF|Bgp4bJ8jMn
z496Fn-vj0j&!a}hO!f5{QS3=q&_2XXNhDstk6D+Myf67Iw~qQQ^@=}BA?agRWfEl|
zhp#8{abt7xeFb(C;;R!`ZOOIk@dTq;Dk}ugbmwc=N;>DNP+_^#hZsa<>sv)O^<(6#
z>r+w^tNXO4WujBZ?V-J7AHtY8fcjCv0u7H|mxSU8P>`>STP?7^q$DsfRuGS>+DGfc
zVadDd-=1b0n7X&0I`^%<^Ve96Nua!PbRH3+n`gvWsFGc+wE!=*$S1n?)bBstf3@Z?
zSK1oP!SO;{Lu1lqFTdDjXT!kMEL(-_f?j(La<KquySIRZUhL!(Ks?<$jZwJ64+FHx
zV9ijZE_AlM7ISSYW7>PHtc<FFVn43h?>@}SSs3%Nn<xuyree`H^OKi1-$%z~jqD|>
z!?yqVqN_DHiY#<M8kh?C_H*L)3>`j#$?r;tiHd<MmRb}L4}b$Kav77#XoYO>k=|(M
z>;vh20t5BRb8e}LqxSWRH}H}sWE1ti@jbptyXh?Te7K1ZKD26X+;rFrJ^4JHDu?R1
z?H<v&M*-BGKXO16>KPo3iAi9Fu03^*>+I<0*d8!;Z#$rE8}ULTE$UZ%-zNjFTr`bU
znD$_g819H_BcC*olk*nFM{W}&uFA{DJKQC2qP=(HuB;Ons+HGj2D;1HNG{WL<Z9cv
zofikihZ~G*N1>Hdwri#}uk=+s_Yh?x2{L$8tdyTg=t1qeG>4@3!k9l0BjB=2-X@lc
zaGFLru(*wSHKWGKou&bumRL#+n9Ip6$eBI_&4xSplCu8fCL0j#EOD3D$rJY+I_WAm
zE7WLyaXu4bxm;q7i!>zxkc03%)GVDaC4jL_-pBe4to!YhkMyt0K1=bjUE7;zIggtk
zST2kNUO1f9Q!CM<tJpex1Sn?%%08<2INrj#du<_%n)L^{%p?YCS%TafT5^Y9hN+x)
z*Vi9&9K8OaO+?p-#>Xqm)TYGBRRioG*cWYG;Ui-(ZPKY?ZP=kmw;z7W-3+t{cxL-;
zt0Dwf%%p_ds9U?_9-GhHM+VvD&t;`o=F#vBbn;blE9^+$wl1&x58p2fu;2m&n(KA=
z?oqc1JI)t~h(9ciH&C&X2kBtbA$R{G=sw5rpH;=O^^)%$U=PPpt*xy%Jko@{bg|3C
zl5}csxK5crDkmhy)Ku&ZB2G+fQ9$nrYVxxbhDBfB^w4W3W5gsFwtsL~Cgfs;l<{@j
zp*E{bQXJgD>azo!zy*x{Lsm(bz>l=t3R!AN92|4O0y?edEfd*!Wl7SrKS3iX?mgss
zSKHL|rfPrhYKuwjdNjcUC|RSuT4wS(${}J(_trnB#OR_XV>0t<uPoX+eDmv`vgd5L
z_?nWQKSXxg)e@}F_)@wnE#U%n;%6^0=oR`Y8v`%^xGKFWcBKeWN1#vT+z9a`v82Pk
zE^&Mld&a>mIr8lPzVq8_@+`iZ?5e}!Gy?*m0>%x}1qV~u7p}OKz(6a_Q7*Shw^}B&
z&t1E5NmCX-%N3|dxAjPc-77H<M1O2XMuy`7g2XJJ8*GyplMu-)D~{b~5H4~A(Gws6
zEg%6iMHWXnBga;{p^3=kZTFA^q~Ya6G6a6D^ySkkuyn$(iLYO<#9AzO1_oB+(XH(E
z^}ylo2n-yxn{Q`AYw75;@jBGe(9i(=Dd@Tz!h~Kc!c=@th@=I_1;T0z+xio<OT9^5
zLS|r~9e%+qeaJ`%=zQ0~nx$+o*tT>XNE^EeFE(H)YA3od!lf!f#8#&cIK|c^@97`#
zjF;x-t#RBbm!az=w&SS6h8+dzU%#4ZXo@G)q;%nx<@LC3LmC>g-Kb$;V1U}DdRQ46
z7#L%ka+yTz60%03nLn@@tX>QSrzY-!<9G-oH#fHsW-<QvRIE%iwhb7U-7_(*@KPJ!
z0J5U-zZCfrpcpl)FNjm_>U(HRCDQ)aR!J#|WNdF84GRhMSo-Wo?lzm<L`CTJiHik}
z`}NtHoM18%W%uu5R^1sSg+ad5xv;%;RjBtwV*qM9J<R^sB=d_U(E!v2o<9)a5oGAD
z;BYwuw_dxP(t55p5eVfEm!;n8Tq?1Dvr4&z1O_hf>a@iUbbstI9KC#m93k}k-6usd
zC&BTkZ75m+n+&mKQO<aZgSk(#1xMfc$a+Y++B!mL&CwRLC1eR6pu%lfR>!NIUk%r)
zPvU2gX3HB3B4O_9gSYu5_Y&KGTGyCDuwcB3SAiTI3V}(vUV{o(B^*+O%9jPuzW`K#
zjz9*AIyyRXaw-Wp$3)k@aE_?QH>DYYobE4L<-8sNCfCwfsb!Mi#>R%|He|fqj#;*5
zCJoHa%(h}c&$QiaSJ_4g`0&jKBc+K9XB4s=9+kD4(ZQ_`QqLjF?*x0UyQ_usCrLW|
z>SCTNM6rjUO?<Pxpff)nI1UY&CAggRZ@V`BfYNDDL$P%s#?++#pywy)s@UO9_lc&I
zR;5{Q3uV5V;zQ6+@^b^EcFB~Lo+&bp)5}@9el*^8>?(VArxOUz$G;QXCLFSi7p#Ge
z<Oug6W*l(r_(CzPQkbG<1;oS?qB;XRExS+IQSG=~<m44F5H|f16ifkD=lHrrMvQ1b
zusA*1B51=Jt|xo&9Ec?VIZ%w=jVseyw3iAGY*t|XLKr<w+Ey&HH53|0BtoPxJM4%=
zMqtb37sE8+VU8U*<Yd(Y<|SZRnC*W9=eu(QjA@a}=X&+zq^zEkH9m+<*uE+s(gBCI
zfZ>5WI0Q%b2#F_p@ebIL)L5KfZ6aTEGVOKpc9`M%Geih}#XJWv>{caGt(GK(loXUK
zbAUNM6!m|0?j=Vbl|d@MaZStH^R#KeI0nn+)lSg%Fe5TNZK(CUI{C=zC;fXjCl?kL
z+s;@f(SZ!M%&tirK^sha73}wf3FEGnp*8jo$+38_Prn-nHUg?*!ajG}7k!ZJIBhPg
zbh2>2+@7@$Mu>*fhO-TPAL;7u4%1W@|Ef_~Ed!vHpP+k<YT~nRkFc;x_HFpLsvQFK
zMBNCPKdzE;8T?n!qc>HdcKTmZsl&LrnAn-dBTZfQdc@e>*c+r=E}U+di(j3KyK3@V
zTYNb`%g@Uz)h)9y*pB!)wPag<`xPymeJfNUHpiYEyA5>fZCaS0Z>e%bz4+mO3P{z&
zgoZoG=XqB=-nt18wu5aiS>-Qx!&eoaEUxWenSGKtsU&Uy19bE++WZs%ozSPTzVt6J
zu5BYr5UhD1L6@-&AVD;IWp3_dV5H;zUJnD*VoL+H#Ivvl@=$Mo4`6ak15Q18ufO*2
zBD;*Vef2{03Q#BsOi0qK_IWk(>4i_#23}R2J)OY=>XM!Trhc1W)6<KJifFiVl#W52
zd+kcx!1_#bH`yW_ph%3B(-8i~kKmUS_jHx1-J2_>_!X$wr)NgCmWKJL#{EdDcl%<<
zwF0BAdGdAhrD71q(s3|7EH!P#3&5gh<jB8`%gy*us~NUu0W1sAB@sA_@5}iG(KV4v
z*GEs~M_HX?<Ps1NI6NeRw;URLI62bt>ZH|V_L_is^Wa2knd41UG>R-Vz;8IOrc)_X
z4~1Vp$MOV=hZ5Hq_b}xnTnUQDaM8UdK)K8T3alWI@D&($RUS&-dx^nm-^zqfc3RDv
z*Tg|h_12}n^aP(ODMBD;`oj-YTav^o&hQ}M!l~YaBe_)mUh~&cEep6<?zOe@9bD7=
zw{8U{uBqZrlY`C_WSjLdY$IbC)Y9H<KMi{iM$3-HXLL!jXClu%g>0^g{k-UxaQ8Y}
z{ASMzfFP_w<B22#3g(yHi4u;0WKhx5(^F3FRk3GE6*^o@&c5KteJ#5EB`T^F2WMv|
zBK`cf8k(u3?i}L6{p6lMfBq(NsAmLL;pc)KcdbWzuP&vFDfwSnqZs}hNdL;!t8hU$
z3oYeUexT5s-n^;8Mk5u8_N%0?l%T=>mozmrXtENW9)shZ4PHnPO|R=lDaY6D*VQpN
zZ+|XlWAAn79JOm{SMW1!q?%C%Gcgw5EhPXF@(-<Gm<x84LKrF@o)~WhVAB!bnU5T)
zZa(sJfN4_^D77|BD6c1eOrEM$l#?6Q4P*5i?E4(GHB`?G1_!v!0L2JJFD5vIft0=J
zUVCc;YC#U{ek#AqRJi~&hJ?fzZi-et3{X|Wr)x26baZrr3;AMZ-ILWIh0`y9^8+x4
ztB>kl3-DMNu9|u~ZV~J`-GglXob>-I2pp+VxX4V;`Ti0(=;J{;&2#_(xX~tXj2NFa
zzBxk<4cy}60~_}=1lr=`*C4oo-?)6_d0fN4v?;Q^0MIZD&?2+IqMsWz3lH_gF9Mw2
z#NK{#4~>*hF@YTWDc1l<#|*$sJpf7=RFS2X3=Ys9Ny~bzxHIr%+faEk_5K)tdqC+1
zb~!jmCvQ;iv-=YnGSJ}q>ZI9RjrPp|R@>qPThJCrF%Q?bOwz8eU+r!NFQ)Bj{BKWj
zgQqsfEK^!z1<ld`3p@vhmm8LzIJL2NtG!3v;~sg)yEsPe#DTb;ll48hE8D2>aCO-O
zVGfQBCuh{OERrE%Ydz}MOY)44lP{Wh4f@>-tb-;amp*yi=774cL-@f?xLM(p0+;yF
zY41gvHPJ)>n?5IloZn%4>$L**4Lge~7}_ui4mH`Gx4(BvgvjWW6VY^z04$TWgH=vC
z^4cAmIEEQ}|Eb$qOmH05x72o^p76EWpB>TVKB>UE03d#8Ro`y(5gl%k8xKZ}??=Q<
z<vEa}zu++X=?H(4*`%GAJhQSOx!uC?06#YXXC+c+C#`|O1y&Ucbgh_tk}@z5oLl(_
zo8H)48ga*;XipZ<vV-jo+w{CL^Qq@oY5J;_M{eDD6$uW0@PY6ZV$wVY9IXU^!xo`j
z*Mxp=t=RTN^wHo{6$eL+>uU1S-sxT!&@RL%Q1x@}us!1~0uCuI-9VgjIO&Ilb$26`
z|1dCaELOm92MKkHr+Yy^*nMbGh3$Brlt>RAS(F2hSS|NwIBxbGAuDonF3Xd*+olK~
ztR~v1gUNjieNc2dwHkPFaoKr!A(3j5w`C5uQJ{N2e}0s5U}8R9G0AbF-2$GSyYGBs
z{DBZYo&Dezo8LZe1rVPv%`ucCWllB$i9e+%;sN{~{~0XXw$Wm<+{$qAms-Gf9yr+}
zodNbNY)ST7LE7+8O?3#c#I=B~5__3Yg=s^|0W0lTF_(G2VWmKTs5IgSAO)EF)l3}@
z=-$Ec2DBP0>Ttq7$jxrz#<2<42@vVt%Ykm6ioi@H>kc#E7ShmsCc_c?&tF|!gPH#?
zW%7YD)8}hfa&qVT6xs8q4}WGL!waz_*^@3Xf-V?DOqPqWfuRP9T=8k?{apM{?vxf_
zIce7Wv^1V;%Rnc^9qm6qJ%F}FA;gd>WQ2Osk8~jDIM=d*A*<H5aCUZ(Nc6ng8H(k6
zT1+=!SopT+ujBA**swJpw&x1`ft!#Ezygh|oq0nEfVOt9MnI1j1ivyajedQ&k0B(0
z$etU(SHU=aas)o+RWPU)0%9DQfC@AVZ2^LU@(}?lDKh1|SVQ}1F|hJRoJC(ovm3kE
zUmUl&-)}~q#M!e_ub3AW=*URY_i9RdIY%W&^0^jY!T>LMxavvpX&*(n#`GRLY3*_D
zbZ1BOJcnTfrD#QQ<EF)c%BAxyF759o@7q^p-?;wi?c2XEU;C-_kJ6F|6^!z09D~`9
zze9eER&|z4@)_zB=2mPGKlDCcP0}v?rr`<eo|TgllEQ0KeR#d!jaRAqb_V!!$f!+4
zp>x$Ule7o2vir42Ud}1|Ibrf-q<B{3^Q%o3!FKA$Ew>Q|tY%;L3vxPmAy1Ix(W{Mc
zoQ|LTp#RU4=*$0qLzck*U4b+q*ir*D`wmkmiC>mqtCoHopkVkbN_)s6{8>(ahk@N>
zanBlA74}kIQso05O2$ky!(e|fXs;N0AIdtva`sY5K1<=Bd?~@Ia>PB2gq~oZcs6%~
z;%rb>e%~66O8Hs<WS5vsjbJ0=A@xrxvf99>x~o<Lu0%YxkU}AHO@I{9aI2s{f)bHL
zE~yA|{2~;&PtWe1K=nsACC^JC7P^24SNorT-i(=1h(Eq0V!n&<V-tm59Jpgt^(4!5
zL$wqRp1m(1?PL0HP%beR@;>{8*^4cN!v?vsaPZFULjcW2e2XhxjFkr7D8ww|D4<BL
z;D4*`|5W$?S2rcEOUbaw(ZvA8)L-JswYduokumgm6}AYX@dO5nyJ>$PAG84tj`hMJ
zddhq!d`sa=rAv<zlB<YklZ4%K#?mQ%1UCM+T>MWB^)L4Gxyxp$i(v$zS11?+^{ju_
z!+BrsRY?=)i!QcwMZPWb4Nr)Tz3a+iZSoK;aXOV2ts)4$L%~4!Z@Jz5qh%tChszuc
z!RB{_Mt+B}?L5BhLoI1{Oz2hAd5ZcU|4Y5Jj4?TzlbSEjQ$`LpXfGn%A-QitYgK_g
z^j_@0v3+)*2C!3L|Et0Olp>(bXgCgzkwtO#3^*$8b@D<RxMvW43uv5J|EGW_<N_?^
z$gjYVuOF%41-Sdf|0(eL15jWunC!>jQ{2a{O;jqfRVtEGmC>bqvhpytvn#J~Ko;!Q
z7)TiN%PT1GNZeMkwsuoRAecKo|9g#fw!mqGX-AsPuL?Rh&Fs=YnQak%jw18FMsoUt
zq@+QWF`e8gH<tSgy@&3O)7c?2sb%-?n-q%8Y?~-4{RH0QMM}{0zy8x?KmK~6udz<;
zrW35ayi7>7WnyN&7+`#^7Gn0q^3UBj`S(s;`<s_M+zPP)wUtYFVssqj{j!?AQ~KK2
zKCI;w#g9=96OCDtgv3q#ir0p{BCS$E`;8!>!_qeDDvywmA%CSN$h7%bO^va{^WW)b
zt$>g7=pD$AyCMsF<!(c=U2M%R@H^5+!fpFfR;HEY(f>07SbeB%w_ndblF*5_HAVay
z&mZ>Ca;vco?)V>q^V#>Me#`#uA1aCB)f2xKx4g7XOcqIrkwWHwWi~zf6#e(t#1Jd<
z8}hd#@2RjAs%u|T!xUN#{o6sm<87h-2)z08k?fS*O*6N!SOGNPLeP-wcwj{4W@fe>
zshsy2D=R#n(rhGj7fzo`?R4o)_?XM`N4F%OS3z83=?_gtde?>(Cv3K`u2JJPNWr(X
zXThj5tR9Uz=P2-UT}TJS1W4N_PvFFnKfUJPxuE6hT5b@Zu(0K29vt%I#S1_XaCy(C
zr)F1jXsCiDr3gL&mwB<?S)2I>n)+iq-L*?gR;{gY;tEtIMSbhiR!(7l)C4A)@7_Pz
zx3hynL#0;Yq}jrAa(IR&C-XMTHcfio9(Jk)_YYZyj7Z?0($UysaJz3~UmLr4*YHcq
z7@Mxy_ab$_SV5Hr{#LOGd42BL9q@9*(Zqb#0x+nUidWO$nlmysZhJVuM*A9>^nafP
z7!_Ad5!A#lcE|8F4WkacWm1AFuG*k71wbNU=GXj?sRD33SvyW2Fmv?C7^efTQ7NKZ
zg6ORpdslE~x4-#A*&Jpe;zsZ{+k#pRfOcL_!EAYMHI??XV;q$ux+QHtJ7xaa_R%%P
zFB9+&D@A}TUHmoM_muj%Q@r!iFz+I6R8B0w8uH6k)ge3XB($a)M0Fq&@mEz==W_od
zf>}$iN|j2{tk)>pdfA|8#zQqOg4u~cRR}u-41YN{lyprzqvqyN<)t1UE?gM?p8XTI
z;CGdtPkQ+VBB3%BzV{WIN57n#6*9nwHs|dhcFq%WnjHKS;<T!AfJfbfly7`Ww8v7Y
zk4b?gWJY%!tEHged=D00j=QcE>Ck7&WMpu@ch}XnJl(1`+Q{SMQ%%i>rW0$u9dsle
z{julGco0hP!Xrii-MVLdd_q=#|I_mF^2ZVV{rv$2g|~R|De8|OuZWH+J+)KKkB^tC
zys4t3N?Eh`Yqr~xi|giIc#NyWbkqp?lDO|Y*7T{<eJrf<DFT7Gj?O8_8I<Ck9uA2s
zb=hUK?647}dcYR0X#PPN%r)R?=8sm1=kM(c`5f+8o*LPi*VGx7YlhA&edAVGTF=lF
z;YKg%-ZRLjH+J3iK*X^WN~KI>8+^z`3tal6iPgV2@HhZX;ZM_uaa+z8JIny2tEA%X
z?LSrH;&b1={qvoEzKx5xmVwuk56XbPl}a&v+T^e%+Qc>KRmBXQyDEaJ{&0mi$KgAX
zy|b&Uf4l1r2t@#bI~{rXcTN@M%OJ$4ZDUXa<}qLk#NmR%sC;$xMt1rKFpxu&sHmh7
zMR|qW*RNlnsp~;&%E#mjU<ln%Ad=hsGA3-5hI<6e7JE-eht6P3slNBq$B!-lnyfC>
z!xkFcE-dt+(*`;2H}F}ub1h0iAt74M%B60Y$?STlyK+RuReNm}mohaykBHfQKpDE>
zHGwr(ue4nqRy}-XSvq!w`6{=fSvqLQsZz6NFEbRDsm0U>s^;5I)nmIpI(n^52yIQl
zgI%gJ?e1fz49Roj(tmT~pGI!m{Rdq@AGXk{4;MR!MGi6TH&iz@<?p`U+KadW$Yvo>
zw=;Is%Uio;POY$m#%`PPl{I-ZkAQ&eOieX@aTzgUstY!UX?<Mu<T}Cb4u){CS%SAl
zP72yq#pYKSw81|zA@pWCMc34n+tSeRhX^Y@pQLVtmX4eFweck9^)qb`itALcuo1?!
zd-vLwC!GcU@)|L+w{HL)A6gM0NlpH0^;%F*`TDKpTPjp1I_8Y`;Y$Sk0(GVJY!j_(
zSDqPoe*ka~EF-ySPg{0WF+es=2fkcp_o5utiP6m!)v`qp3^2ECH8gV-XP?uXXDQe`
zFiGo{;#Wm!h6Et1<{ur*E-u#`I812kW2JNS?Vi&cySqiJ#eM#^q7aj;@A~N7O$Z4B
zcF4QYn-0!omjPVQ{u&w@wwV~_JM4k8!=5;!5n>nJB7~h6@7&~ew?D71Ye?&Y80G`+
zVT<quw}>muv|0FWS&$V<TSO#@`15X{8y_FSN!YD{onLEoHK$IwOu6T;h6dX|%f>jq
z44Ok#NFv5f`riMfJukw0)nj<q8jR>-lI=%YW4v$P8g-2obdJtkTrBq+K@U~%C0r`Z
z{k~*$#v}D5tf{HV6?Zdcc~k;_1;|AS<ZpQ5<P<bZ?2{Gz{M>7XdFOgS(g0>?AeU-6
z2x&ifx^R7ndty~f2fUF)Uunb2Z#RbRC4U)zPHgq7A0{%r)yyNM>kHv^49f_<_WHx~
zr3Rawwob0iX(|gAZC0~oatE`~)*X*ld{;-QSZBL87Le+|8hD0U_wD(UqM7FRTx&M5
zvkT=?i@#9|c?b*#L>$y89QiS5-3apX66NIUjs+*{gI(9d9#7Am_l*S)0cFI!(vm;I
z7|&D}<SqhM=2<Ch&4!0`PImUnVY0FA`WWT`FD|T(i?by<@!dN^KzW2tvBS;bFIHZ}
z*m%VZef&Tb#b7e9H5TDAtRF0F4_@`f2B(Y3iaoGC-_~af|H|cq7ns=W%6VvG<>n4$
z4<E@AlgaH>^&3xPJ(qB?FfNuY;~Y#-RjJqqS%t9qyk6%Nq?W|UkdV&V<g%ML{lSQ=
zcl>|ro#z6U9a?<Vzb^Z1*_w{f>GFdmO~m~`<FgAYhDj2Vl3X+1j*g!V3=MB6fmuNL
zu&yvaw*YHa+MebTKrD4Nc8!jRA4er>N6{TdIbeF0Wd0n-v`yHZwg1WJO`Xz{g<uxj
zmPM;4WPY2Up@S+uR>F8+H8D0e?)A(XVEl!2b|d^rT9Lk3pp!N7Ya9Nqe3y{^ZrpIX
zKWk5WP|9@=Sz&AESU<Zn*~I|yUR5#AP}tf{?xT6W+d5QjAT2iZ%R6|$!`1W_&=2XX
zzsHO-d1O^vGxFikkoGvxR_s38{~8!brprIJnF&e;QHEW=<hzb(bF`PC-tQ5^)lLGp
zCFDg7fAM4mb@1cv)T8qSYfad%Ud@V){ZX|9EFf*|G0&cmnJ1&;!#N<kF3B>TPn0?)
zY8N@htt4d8wc;oW)Zf}ZD}*iF$X@ryPDjUuoq4>UjQt_5zD6Ky`f4q+mP<=VmAjbM
zDq3JIq7y@j%U>_AsjFGtNgA)p>igyGX7Gg#cEDhKS61~brOfI1mvXBPBq2@9Zc!6e
zT`<Y1Mb9}HPSAp}>&wHg#vL0L6p>oGy4J{s`kcJ)Pn4BQ4GawiC&xK}x@yPjz0@#x
zj1Cg4oX99?&N%FmkkIr3S<#~{NIh-=+HMhAV+&JGjAwCcj~2|6Mws){atjI~;HYIn
zd{B_njyL9Wn@uqfgwLZQ;$ZI&83EJ7_jgvl);v1(pc{O?A84n*%Oi;n4-VF}u$ZAw
zV~_^6Ao2kEnP2K>!P?+0yYY!scQKvL5ts>jWN~99tA~CS==YJ3^TiL)W}MBNk-V8p
z{j@@xJtP*L2O3F!Ln*Bs3zn@b{qNk8WMx&KU!RuHA6V+APM-XlIoyz6w%SXx&f}i{
zxd(;&P|Lku|9~5jG+qe(<Hzg!Cs|5<6ro>>Z_cg|U1ok9vK5Agg+;g8Xgh1}@qC;A
z@={*Ttso*dH=lAe;+_=rAFPFy)3%@J_?wciUrqS(^ACHL&l(!LE#P-tzHdH>fil@u
zj#Xb4;NntnbaZ?$qUAOwBP4Ni>=(o}Dk|z!N^NlBS2=mbGxh3)b)BWonJVDK7Ta0%
z;DK~MZx4?j*on!-K2~*XZvaU|b)e);bJ7h&?BBVjCP}=N@T~rL(emm#rWls5+e_=D
z_Uf-=`B+(vZvoo*z|J`u;s30H=lOu@o8+~y;E&;NZf=fBw$}xg>>LUOoSRfYf(Q0`
z-s{&N6gF&>$c~$bFtfjgwY7EU-^ka=otvZeN^At{I4@5qi~(q)e-ZTdnocD+Xr1KX
z@bIqXmw)ooC_Pe=9RFO~o!tD}&`EUA-9FU1(h}g@^%G+uEiGr^2_5`BARpX19s(~(
zOXC=F^JIT^D>SstP@8ar@A^MkY?0s2RDX<5q{+wq{Ct7Bv>mmTJv`grut9G(h3)-d
zXj`6@C$Y4531NSLMFwr=+B&=b<GX}0Yi_<1A3I%3oMbJq9x(2~uHp9x|9}^E80>yK
zcMQYRP$H{eQK|f>%gXI6UID+FrUvh<q0i(62AyeRrNN9RCgpaerN8hhm&_|EX<{D*
z+P44cz?%Y)IQ17P(Ly~&q-EHjm5NPzhBU?zJR6;09AM;-mehCQzLHaoBvL*mCZ^B~
z-L>jgF>PgUAKl#7u-p5h*lKdSE4=}&w^5JvQRmgkTf)`gC=0Z;o?-*6e0A~)#BV;d
zL?}h^-Py)A-p!S_K2P&lIk5Llo!nHFxUv+L$Z|FDak&N5?gt^BPYq-(Qz^C=m(m<b
zNg6{T2c~vh6q9`MJrJP0iF<4c9H^&JGFvya*LgnmOt7unSMNzcb`qG&e~l)d@}Z}=
zD4IJ)Mp($#*Do=wI-W7amL%uyGx0L0*iVgW5meDEe~ljA<K*->V|cEx(*4wPOB@xc
z2b{rt-&2@fut8$6X*JX(dylf*H@Q14g8vf7I#p|pnBUZ?dGN_uoW;g|-RLIW3dHL(
zO%l<q7D{9jEF9r2>|x&U9wCn1ym8}}q-2dQv32Ir$I4}~5%e++%aZOKt}JxX?W;;>
z(2zqx&w%M6^nJ;|AG!$7dKpOl$|rjg^s`&^*~0c!C1AWz3&^IXNNY;ZfZg$>cTHNP
zBnl+!(4>~x>Q0rWq&Q1^<OqWf-hCD2t}jo2mAw#T`XFv6HRT%~$WFYXdHnb>l{h=&
z7~@TYiSc<SiGVlyy1?$Gqj#GY0<L*M?%rkE$eJWaWCJ88Z_Oyq(xs;(=YpSbsotHE
zEav={)r*!O682c>yveCs<qmfGx~AMpIiw9)=tg%?rRy`2jJzV;%1JFuO%|2MnLKr{
zzf=zl@79(UhUDPDzYd5NALN~%ZcQlzl9a`z!zy>eya!|lR=NovAy~KW=J-1s5=2%K
z{Kj%h!&HYBxGk-Qzs(SN-L!%FO0ebKT;X2Gv1Lls8~J+Jt0OYPvgwyB;aYcin7evz
zD~{qW!+$frV%$KgvLs}QE6-K@Nr@@ox13PR%*Z%n=NFflI7b>o<CkX|FE7l$^(76B
z_gt8Fb5}T*P8_SATK9Kfzj@=Wueyn{a<Gg+z2r=6-*9Y{@w8>k-zllzzt2RyqFXSo
zm{+Onv=N!s<K;A~d#p^Y6anPgzPjaFJ2ZRf11)zzvMFKuoV+b`D)D2r`iQ{fDS&&|
zYz-S;>M_Pm!O3`3von40W>PR0aOW->35S;GZw>HfTK!}2C0Wn&?z38zLUk_(&GP99
zEk5XrJwkk>P+C+n!}Z(@A8lhL^ITDktyW(nmuG!LFE!J(tq&K5o>UBwJQoLXUWY_6
zUWrEWH$b0*q!UN;{YMcU?ZnPGEb#1Y?Cq(lIkIbN49Jd0isZw8`+_Q4TI7KG>zuXv
zawFfASk0x{A$ZXwLCis`kAOJ^Un9)i9~vHJ`Zb0UHPIg&T<hHsGu72B<(%=Td9ayt
z3%g_Nx?rp`K2|#xAtWH6&McZ|oAUMNSH1)>n{Fc%aXc!DbvQ>m$&k{*0-T-~6PRI2
z>ACugzy6}m_$7(lp)__s5k+*5n2GV&*P(@>XrIt=&EYi356T)e&*Om!R;@V~#bQah
zQ*YbT0SGp=!76z6f3)}AUr{B^-|V`|8W0gll2$}ek)TKpvnoL(iR3VVAfV(tzyQOF
zf@CFUlqgwpPLd?ekaHgL3^S7B3~!I1`#j%2;C;_|&-b3g4|lk?Z+CT9b=9Y;t6XZ6
zCo{{2)UPJ;hkjtnM5l9nu58G3s=9iHeW`@J3YlvGoOv>$KQS1e+_Tgi?dApTn2mPK
z*2)A-b1A-g@fL^RAR?$^{+UXTpoh-WzW~tnop958CrA4ZZC9d44luzVhk|-_#j{g3
z%bommdtfu_PgR!O3vtHXxwxCh{gtGNU7`o3D>&)wD!z&j82j?Prp3&3U$YgYZKlBw
z=apDMRCRT;O*`Y$l2^y(HugZVpoqw;O#1CrmPs+zm(F=eCf%;GR*9ji*2#Ya%*(<;
z&ZX{#%b;q*X^Xin*ZXEjJEGPI_%3g)R{qzo+{CHtl9CS=6XBlS=FLEZD)D5v4fd#K
zeZ7w)8NJbFno2#h6`9vin*Cy1?XmVX6{Qaqa~tq?FBIuGws*2m6bs9%wlK)%aVaxq
z&}L{V*TB2KyW1p4a%sbO6SCfY->w@Pq#eR=qONo}T$u?rBsaW&k`j!}aQMmN$NhmZ
ztuMz)xkFQXACYhM%A?w>QBN)P;$xXEs;jAeo40=wnvRP86uWZu=r*63ZrqGVNCLmI
z7!0STt`72f)FF}*5yV?*si_@CAF{H!=C}4iLih0Z??11sZ12F+GDb{F{>c9Z;&N4i
z0qBf<X%L~Qub)nrh>&S(yJcTBk(Hkx){6cB3J4ya=Df+zFF#i2uB@-4QwhwT-*H2|
zy~!;;Za}SE<;Sd;6Y9$PH)tcwl4`W_tJe!-<6;3xw_Y`H?i&$AZ*XROu1J#(ZaK48
ziG3R#9-bP&OY~1p@xK0eNF9_Ke|3&>F@(XlH%HD67)(Q)gsIqj5^Kl@K;yWEpIO`A
z>>1R_y_M4^U=}>27*KSfOrhqvN_y;=xXyOZjAvJ+txmG1r+S{{^MoDAYY>%;PK91s
zU5f)J<<~&-^gj|f&G#a&awY3M91}tdykMpwKX^3-c`G9^Zz0ljb)rc3*+F~dBj4XO
ziA^mn%c)_?06?tO$oHILjaXR;Oz|2pACRUq$SRAfo2eVbZ0%i7WKT=Wu;@v4*y{0R
z-3?)=LFF~JWhAC&Wj#SmJ5=cXX2&JSp=8FRlj=v!u^h04Ic%kvGSeK{lK^bExe25j
z6wge>klFO6>3xyhGd;a(o`d$GV)J=_<mY9_tm^7J)1m=)+LHvK83~>~me(e)(|-{#
z1*x9yy4(w8qX-ex5wFC&O&I-B^=W8l-NnNVM|id>+@A{1Yg2cW(&`o{<B9qBI8Gf^
z3;V3>z>*a8*}x!<?h;lsP+pM8?Dp`>DZW^6nBqbV0K%HFB%e1xubzVXwn#A>KM=N`
z!YmDJbnRPF9cfETH$mNEi}kr%?Hwph7ng&B3J{q_L&I=G&fotW^O@w7l&y%4{Qlr%
ztJ^%2JuJI-Xw%YCZ}B2x?Kd`VBuN9n2ETf4%UT3H9@sl?Q1dWO$f|d;rfQ(O`!7(5
z1mL^#3reci`iTf>orlko7rJ!+l8cQGqju!gb$N5-uBMiH1UnxOX+bFJxx07MM#=!3
z)M-yMzyH%CauT=(%4GMCkF#grP_SFGYwzqF++5}l504*T^#G7tRRXKGMMtfS$b|lp
zb6BVv#&+3Pd9^#QcfoUFqlkHHzl~pP>mY8O=GA#31d2e%-%%`-UH+uGlbOlwQq=`&
zyDYEpw_p|=iYPSkt{%N~9)AWf{|Q9iFWA{f0+bSokI!sxiy1|ifLLGP_{9x)<Z1+v
zWDy9@V@S-;%RJ|zJSprA>u{oBvF@|mpj#^6J6~DD12a#w&scaX4w2+nMf3Al)wDMG
zh26KCO|{OyYgC{Wo*?mHWQ2PEaN=TL1`4|av)jDAl2EyrHUa7)hJ^!Q`|D+2+`%GC
zgjxy9fQJz7RX5N~`#pr_81sU4?{lgbakgUcTu(NM=~o+Jz4In5OM^G41t3D#<{Vg{
zo*z+mAAsDs^VjHa^!GpXtcf1QiUAP*z6d{Eti+E~SJOAu9Y;j(iHhm~APykkj{D_b
zG+5~dZ}*z6ZcjLQl$4h1gVd|mgxQtMbNpI2%#;JWp$17=Hc-9?7NtY43|s^Btdp>E
zR66hDKE_a^D{GEa@htrvtWi$zt`C5YE$5P%y&h0AFlY1g5F&vqjdXR}%+n;`%Zp$e
zl4A9DPBCCb-OEd4U=sKN-aMpwc!NevC~55SbZ6>93dDHbpJtg&ajo{jNbOxlBW8be
zos8_Mv~<N0@b9;TDwhr|!x6mCToX1v;|EqYS0)j-K{TET+qXk{=jzYx%dmdcIUA(&
zKN?AVP~15DOl!8g3o)6sBQ&&mz;eK)vzhB#wmd;GAYm{LBI)Y2ntuA1y#4{4?^=_f
zOPQWQy~?+J|9+JdO1^5d#q4b5e6=NWU!xdCwEuqPW(XxE#^Ch4y{o&28waV0A88v%
zgT4Tg9_%54LzJI7Iu--x=K^5v2W1k^KEE0%5XB5%;r^!B{{miYIYTQKisDr7FL~AB
z=_|>TGtfF_e!zrb2g0u4S87apVP~W`vzS>TplD-zu(#r<-50rMes^eZUE|Qx&!2OI
z4=k*2?-FnzAxWT<)K72K-${G!&pg85f8(S<75FyuZBoZbmsddmsB5<R?zpZX_(2uC
z`0?ZbCAj4S$&AP@{j>prTkP2%z_;{MEdqmMc+E^k|I@iZM&|QJ!$q=(|K6Wr2KSY+
zCu$UU{x*1i^W?A_XrKN*Xz#z=Y^3l1hg<D85PS7se!455!TsP9$OtsRM`|GHKYW^-
zIc|7Sbv)E;o8AM+L$Aqy{jY}gRG@X6U!(Q<4UogD))=k;x<b0>(}`|71Lh8uT`Vc6
z-ca-vYMST&(;wRYSdkC@2U-24=f7S9?!XtnX#IclX2z71GZ9=Z>A6X{?@<^5_yw{Q
zwJl<hc~-Wni(~Rg3RA@EAh_CC_X|J{X9eqY4wLj)i8Ew@H%~fT2@Z7e!{1yp-o{sA
zmCHKNc5$MoyzbT;^|WSZEU!BR^TR_u_Zs=RN=|&h;Z0gKyY*eMk^D%k3YlS(;V~KN
zqhV``b=`;jJYnn;aD0v1%v(Bz#FyV`u3TA4kFySCSB#M~5F&2Mg>nAw^<Z{m8C7>w
z0iyGOC}U7HUx{;EWme8|F{n89D?j<Ma_gh%sFPBe86lDEz)Lsbf({BzwaBj-Y|1>N
z4DxCrAxG{4_wPRry@;JOUzh65(Js2e!0-x8m`qH97%c14rw71o0KEAFAiBqKZ$2tc
zLZj}jY}2>PEMQh8?1hGaCp8PhRJkClywpr?twEf-P}KUn*YguMF#U$nZ0KeeJaTyr
zo~L1K^%gSjTB8pISqDr*ggypeaDF}`2qh5e%n#>c(ve#$+4%s{NA)w11xhjsS@+L2
z2dG1#++eE(r%0ahR)2pT$pbaten|+87Erx=i<;yO?<(<CtJ!gA8)5-5?lb8Ba&A9<
zf{IVp^;`>`4O<Nz)g1RgGfs7bBU@(cFHW`I9ENUq%icF8vW0P;@@lvX!|CPflso}-
zZbE^S^91fl^N~Um4rRg0W_Gh%0*fwfMjuG-aRG?iL$U4Pgq@b(|3;j6`FDF?UW5TQ
zGNze9GQ9!p^m7k{2DaD&{^J{@!gZ3|+duu~wr_f_;DBK04z@MB_!TfT%L&?fD&^WZ
zV6ne0oiy~*e|{}+j?@sD@f$G*aH8>-AHDMK<;G(PQO-{e9PmFS#Ygh%w@3|rg#8Iy
z_zO6LU!JU1x999{#7H89;`j@EC!*+Ml#fICbx;rM=+bdl4NqR!|4XeLPTX5mjPnD6
zPS*Fh!+)G;<lV9|GdQq1K~OjNnxWyz%Su1_s{V056^^BD(Oh6qV;3N2P}qdiqkE@-
z2s)!7TdrH}QUH_`!i-WVX=c|QTSC#6g`6_c5;FNfFJaCxkLW;eum;E>L)q2w1ikgW
z!x<b{XM@G@cBVn+$R3@DvA-cP3?y>$3ClbwKM#BZ==}Mmao1PO0sS(8I==FC`lY%U
zn80ob2tn{#Jx&}feB0DA0)#z#H3(cTZLeN><Cp*&|90N_*}+P^fnG%RW8G<1<sx+s
zuY!}0)T>-=C(VJ^r@P~g6L+c6oh&n-*;{<L_;1`>5}pA&)(I&M$u3BfNLk-~6*-fa
znl*r>3ifZss7lxLeP<#)ce1k?dR;IjJ?ACjV^OYKQ2RtbAFTc0mO;WrffBceiQpJ3
zeZbFn2(O;h>*Erhr~&hw-0!|(a+ToJ$UaGtCyNFNaJcoWwFU+Th_;+^fLjGj(%aoK
zB&S9`zU{m0jg&Z;yas$vp!S?$Uy-rX00Y`P7@?y!goYW1f_kt6a7dK9BnX*U`zKC-
z+ictmb&kyRWCP->KXdQL#JbQ2&)~XBXncBj?zW^4=w6KBQ~B}~KgqQuT^t5d`?S!O
zwvr;u$qX-DXwrxQyg;w-Go}%fWSOt3{^&b=1{o8Tb#v_dZpsvO2Ipz!?9VWB8&|yM
z?}a1^8@U{YF_PZ)QdxTWm9(CHGG?ye#PyRV_mV}ITrAb1k>Y|T-xfuBcf%hmDukR9
z)&Eih%f?oMI0yRkC)?45Wa68uEzA%G<URr?!t412;=fMlT5!#6oo20D`s3g|%04yh
zg2sqk&D7P6$AC?L`WU<(41yFco&+}l#))L*=0-??S)MU3e^Uj}U90iFOOEc_slxLw
zq$ro~$le1njXe2+*o%o}Wnkbk{K?0`Nsm4Xk!;oKkAB#nu>fS(J8aLwY;tq&i`UNW
zZeB}B$^QIj_JWchrD*MQWp5qmWJ;wFSP(CNE{J!IbU&8yJqlmjou0v~0|FJ^!AS_c
zShlZSd)KG;D*Sv<#NyAMf8#*PAik?7hra0_F2|@kZcL!Kc<w4bGb<O{=;S9f@Ql-b
z!gy{9ffW)6wBZTk5Q%gU=gvSJ7#&?X@&rzsZ<u%`vk(-_)m^9J)9odfhYICNVjQm1
zo;{Mnb~?#3YbgJN9Z9k4BubrlYrU?SqL6*ubuM@R8W&-@D7V^x8)cPDf3<<UZ}*Vw
zZ-cG`F->p+An)0;XY3_MMFfyhP2JhKbjAQ20NzIIAjR+(TqhQj5R=)9b$i-x-D{`O
zbP0w?+L-ej-YFBc{<IMqWfV&eMxjOFqOSkkS-Aiknp{iu--)1Hav(Fjc_ME48a~V@
zfn106kA-X|#R>aEb%OIF<hON8w!E${?N;A9+pZLFPL$<U(aLbViz2`^U%(w(jY@vI
z>*OAIFZ8;1Fx?f3@!M5-M$Zaq!bBU6Dk_nm#8?jN9=HOKHvOk2WSCQEwzwR(bEglz
zqnEqTq62m+Ux4ZGz0TFI(SeQI`MyFSEUey|D*K-oHZ6E8Pn$}zDA?sjUa62&+XP_=
zIh9hR05gcH@hC3Q;LVfF$?{1oo5LdI`ob=RQ1%~SgXcbvr=+i3K3c>Ez94MjvdQPQ
z$@rpA0>8ZcL?`WFgb>z6X3}RpKp1N!NbfSx-_I`R@8{Rk9>F#5C`xf8im%={oFa4>
z5HGJ+g7A`xA%6ES6*58GxQ}Sit6Soo$sNkb?!KvnG=8&;KmHJtBZ1ri++2FgiW~&s
zfo62ckvu+d(rl=Ip=Xc~M5r~p8QkuXCGkc3*}>$;m~Hl&@AX~nNWMj=Cz<X2pWSQ2
zj<^CE#Q<&SV-ko+Hip_ZoF?vswKO#?fpFV?5T4GwE*8mipyKoPZJTM)mJ3vQR8POA
ztUx9z;RU5|B9mF)gnY(I=g2LI$?KwQ3RB{U*9(e@-Mj{)H)I1chEP$dyGyoR@$__#
zha0nQ6%uE7C&bRJHdv=ro~eprsg|a0-8m$=jhc?t9UwuLGKhavHEgzwo@+$coOOmW
z0}Ef)ModOKvjN|TL7v_7^U2;kv+v;yL{!QzzcAVU^YYVTa-$yQ+F}<4DZbTkq{}XU
z7&E<^7k_?!J?!4=U|`{ziJie6zxOMyg>3(&@R_QMHhH;BU*I>IeJ~+q3PaMIso7Nt
zqWqz3j;Mi(SOF2??=-CD&vF|D{@Nf}6{gjFC;9Zq_6>!}#pHBK3Utb#!ViFN{FHs&
z%{X;PrMN5|&*Pz^+*?Djt0m@6ZXiNwpg4y<q3$nez+(FCcGGH^7avPofS9BI*Y@a^
zZ<GL0F~D&}DLAzB72QX^S<BDavb<<u9WgS#ppx2UzDumUP9aqcb{+cj!^e5-0MUR_
z@CO(L#WZb<j1gO-8x0ot;8(>R9r44YC%Jy<``z9ju3*_SzchV<rgfQyd{PcrncLbr
zIsn8pKKs*QOICRoq|Nl5$DDzcKyBPBQ);KCKsH2ri(k!L`udo{IkedRQG^auzb_HL
zy<2Rpd6WzUf4!E}FH`5#b&+AY(3IwskkY}}?L+Q^tMf0{HuvD9kNrCX!F;{mP~Wma
zjp%JG(J~0^=zNhUf)N}f59qm!Wq;K-DFfo#?#_>#mUi-}1i4KNbADM^^-(gaUohXd
zE3>X47G`2gC7T}tk@+ip^Y7jz5K~cX<dLSwGWA|^BW$(Cz=Wg)I7|Js4UH#Xg3+iA
z%?*xWZu??gxvf}gbe>LTlK|lETjSUh_byqzLW;<+(=H~CydN0asmq`Mb`iZkdTqad
zeBrEXh(?Ac?h@BFh!|taWf>5v*lOpT7u6aVMJs>-|M`n7e5OHf4LRkM$}~gnKt9Sw
zvhu;N$bl#LzWy}1$y!niE@OQd!7%<cEa^c^{{qOA`AZQbBQrkNfMf!1F8x$K$?BsY
zeBmbt+ppU%1C@{C61Ec@Kk%CT6-7zEb<!067o7vm{{VXFf0>3d+^-WvfKJv8`$edf
z%O@ZF*V@!7e)$2E{RYN3y$Lw#5B8?pnG(Y_z)vBH$thAu%sMicFa2EWSOo%EzfBD0
z1RF*re8`DnsgxdJXj`~=n(X>Xx=OO>ywubt0N4c@efXeqT@tLEp$U%ssxItZw;-Un
zdNlqbj|{hbv?7GCl_cZ-h4IzBRXMkrf8t1UMV@oA_R`Cjk!EuT_6PUL=wF^ry7D=_
zRAxryY^=nNOHu1`S<;mAhpSAvrXf9Mu3`Kyl>LN&(MYdyvb^iBsG22NZvROpQ}DHB
zz`P(lMxsR}E+NSZ{N#1*-&q3M&i|YE_@62zV0=SMvo&Y1k&{A`+eB0&;^U3}r?u{e
z?SW+3j+v4k2@G7@pYRU334Bh+R^~67di|!Z@2LeN?uun)Wq}p>Kcbh79==XyO9A#8
zh|g@#2GMJ2Y2;gI*2(lKiQRX-y;u&)Gh~e?$y`9UWV{%o^wav3#M{8^Z4S1>HaiOu
zkIgAzki$s?(8<X*e;+$eegqyq(<!}}m;qjxKhgtzfDmV_Zu3GcXVu8~4u36BvQwli
z>mL7sqX>T`89~2f7T-;v%yq+mt=0OEz=Qoa{+Ape^CmSQ@k?xwonihDa|?9i!dcMZ
zn_qkbfE{rEFaOok&ur|?t+{luc!PG%{1SzHXQ~hPEh=$iQ@sLHmC_;NTdDCpQJEXS
z$ouPQ`N%2yy`8$L$bl!yK)dF9rdv3IrSf@u<i7bqkS2<>@dCssvqi@DXpxXMz@c<c
zJV*N=M&FYlaJ0AsA%@J(&N>nz420~mwt;DYx^v*0inQISB4<^RX>s9~J>_*x=uQgM
z!^3;zI%x>Hii(P+A$)g)nH1Oi2alVV@oJBiDU#)zNYB;v4zAfC!Yk(v&xeP<H~cD<
zK%!ajyd`*-bn&&PrKO)?wr~*L8WiJFh~}WzHTk`s5BiEOD)G8SG+;&Wkk1Vp#_SIE
zTO1<tYv}dkGY5@os)~N%NLsnx@=f-zjJs2_eW>ob$hsR*W6ZYh&E)vy-t&<+C3*5%
z;lfZJi7G7X{ujd_qvT|#J!v}3VG$k0a9|G5hzBV;UeYCf$oT$E>&F=b`p9^SG}3^Y
z(iNW>4c;{+)jIKdp4FwY8sa>{kit7^HC(98Tels%!g$s3(5`hkD_<`Uoc4S_l)=u4
z0S6R^#8|6YZL3R46m4?dWi_G10hXi+?11Lsl#P{DA2qLdzMXT`0y1`Db!TM-v$YA)
z?+u2EMTmIDTOaNZ#6~Arxp0$AzF)!QK#vO#XX(Wg56xD`t7K^g)OCosCxq`&kfFR9
zcqL&nO+NCb_?<gTyLD4=<u2~73D2@F5IY+pc}}#}voGDc4mLggfUr4f@TzMRrKYZ$
z(lvH&E8Calsf7gy6#7Ckr%tjk0%BkPHp*N3evG=j%S2oHEv^zTv_G^yzrI)PGgXw4
zzPuTxbXIh7yf-K0+__4Rg$&FfgHKIrQ`7sY5w&tfNEKcvD<|)wu)d~2{?}RN3CR#r
zAoNdP99jLJmsu?i&99ZUrqCJeA>5XFWak|#F637nCI`GIIdfF-y^1vtw;h8gEH-{L
z2KB=;62I^@ZLuzwAr8HDbaXGET3ebN55)aItJq(=OZ}hrD}J2j?lLmpHj?rV^y)m9
z9ta4K=La&Hm01uA99{?Gd2gw#;U;``xbi=DZ_mztM7Js=eY#L3v9y~-3F$XRiF22=
z8oSh06q#}%R{Gy>z(6(zzQ|v!Z1{(tUvQ5Ne!oH~8m9NnqLdEb4c#Hg43r2wSfov|
zOP_&FLJ9xOti5)^0C(x@U|!MH;*Z7_Lhheh4O|AlyUB^#HT*uY2AKjrz_TI;A4v8u
zK<h~?0IonjyMlsBv{)G?5|gL-Lh8+oz>PHD%?@(U{7N4mFZ6~fO2f_Eyn8Fjy>`%6
ztfPc+keoTd-@o@OdV!p2tg_}Q!hMs<RlEh?UuD^LnJ_(Q!^PHAJwb}7`Dy9`UVE4T
z8ywkRoq%ZSJn^5|Ycw&b-1$U40E($8WDjH&DMPL=jS6O{VuY;D32UfoW+cG3&p_eh
zSmRT(W3{2DDvx*(ksYfSD+fU=ZJkZI%8=)3yJYScvCAZb^p~9UqOvs7D8(I&O#E2O
zo(65d5f+pYPc3xgj)q4v5^o3G*bVW8K<jv>Hx?Od-=pZN?Qu<~&mTgB%I;$te2=mQ
z2M0f5?$8F*I-!F^IYFGH2Wd7)KDOh_@Qu8j(qIjwLY03#gCTLMz#@vcIh;Zyi;9g;
zKFm~ooi|o)5-=LCbhOy@cI<Ut!CPO8N$dy_6(UY3Zohr|LK1wHMso?Ps*LZ$_x^~u
z`gi@O{H>r6h}$Pp-k0E=`hHlc$XJ3kI9f;O3nLzM3*=f^je@q>+ZH#nzLX0u#WM7*
z(=gL;%jwkGr%6J0DrPo#sto;jBoJ~*h>%GDqtOTbE4ZIX$w)16mL1uA%e`j+B}PID
zx#J;I-(#H^g&v1)v)oiMHa70w)9y2S61vSS{BiMUs>5eT*b^rX-6-MO7e^QX5g#b{
zYs2B|DXSw`y?y(ZfmmYN6)QQ#%Oj`(Icf+Ae_lqOu(9X9k5N@#s&DXae=M(wO!a#(
zWI0h#Lx2R7GEO44J7d;es@*o1Gv>C-y^&_AX&8ictu$>w8mee#fV4ki@((MI99;LF
zPwb)bprEl!l@b{}^4Dk#*^*G4`9l`Fnur@WI9AN22#H3?#;=hjrKQWCWLY)h`Z7gY
zJI{$4XshS0x1U=bFXCL%Q*aDSSBlLM(#-3|5e{A>$G$dh5yq@lEfu~ykayfzH2BD`
zB+`6TQM~yPSF^~uzUTf(@D$mFKmKKvhcW0Dj9A$?8)+H+L&+?eV|G-bP?V11JH!np
zv#pL6i7mP4D+S-q%GzAV<TH5UN4fI)``bihg<M!YN<C`^-S;z(93DPQwm!ls`@BeF
zCA*ON(|`w}zF;9UBk`GogG0y=VWt6IYzDKdOL90IcdeWamA`O(tSTGQowM9W!$Qka
z+%-=ZCzx4SDY_(9p_;z5wwM^vw|qfVh?`ego|YH4lS5b=+27hn8;5*bU3(mAgr0T6
zdmwtlGxr{elK<zZE)=YR!W=7=U>`~G9HfcT%L2UjvN5vjw^k5pk?6j5IxQn@#n#oe
zzGAkfAsg6JATBWOT-j;nvbVmNQby~0dILgQfv+cQ@JB`K>p_~7z`||)rE2l{gWwR4
z1IDAYH@mwZ9kwVa9)Q>}bIb|_eygq0$)}aKZuhc@i7Cs(M~}aOHS`lE0@_}<{1XKb
z7g(FNgLmE7yFkfkwJhQ}F6?2_7MjA4uly(Q-g5mrIlpa~vSv4DB&{8dRc$Plqt?68
zsF!8z9g!xk5wKQWrb3%H9G7OvM$VqayuI>L?tD$X$b8}E?{6b}dpqXO+?=WB=1zN~
z8`*pR^zYZshLfG`elHxb!#&BZtIw`I_Bi&y7pr|grOQryc;6kloN0R4XQLmqKp9-?
zI=PcNwG%v4E7|@;xl2yrHM1?pNd>ePKQa9ypXfopt<(v8JPp@uGB|YqYKIX3Z}H2=
ztmI{voK<*_INfC<a%<-{H@9C|?Mx8oy#946tk>E}cqzRsk4sO$Y%`s~dNqEdkW2rv
zgPBmm8yX6b@UsP^ts+S#!+6)RIHGR9nr71X9nJ8lRtxLuJ@&lMd<_@rm4AN9)E)}0
zUM?L|-aW|o7#Zjp?zX+G8BS{DXNFWJ9j5{Hf|rwrcM%34^myEjK*5Q4p#6uKq4-HI
z?v_td$?TJdl|w;$2iAH{R{e_cyT9kW1PN6FHIFAF{vVEk@Me(>b97-^nDKn|=;wTH
z-tEv`=3@Ji_43Wv=Vd)SoSdA-zx!*}8e&M}%*h!hC4C^HSC)h=uD^^|11E`&cBk`P
zrpw6vtJ#z|lj<B?6(opzduvFSX}`#73-hce=o+D}fNYf2yTV>6WSs!(vY*i5>dMlp
zd_w4!y_-u1MxU<E!`z7-4wtRoUeK()4P0af@16d1u6H?3uo%zgG+?rpyhnZAE+++R
zy?h(@S~#~~J*rtmJ1GguJ>fdUewixCWkcJpA-VGP&PzO&2K$Y_#!g4?pfDSK0P!>&
z#&9Ub(+?RGt(?{dC)tlZV_vGJ+Nz48<(pd>Mrd5{EYG{XC)<k|W%=J1&E~89L>h44
zdM0=0M;q6g76yg8N2xK+EE4J+^Y=Gm8Lb0>J@P!iVr!pKrg}jNtngC`KMr!mvvn-?
zr`AnYmho4H5v27fGUBu;B0z%oddCTeu7sYxxT8JSHvhKe{1B$qpfdM`Okwx?Mf1;H
zwb}6Szu1zkXPe4rVlB{OQ&suXb;>c~BKm8+Q3;zvG+45GKbD7=>I-dEt9?v~*jPaM
zWhL1i$x$ZoCyo_Z<nB}$ktnXbK`JiB4z~(w>$Y|q;6jsAN?c-2*wfvqU1*5|35{k`
zYXMgAUjBzwDlA>dxjMM|Me!P^rnI))okZ;f&%>t3LAE@fK9#LED=w>D`N1WOLQN)g
z`d2dF?XIp26gZ%8E_)H0iTy*Dv1IFhKYY{~^@02CU;!yZ^f8uql?t1SvQl#H7ZK)T
zS0#-DCn$z$*{sXAX_i|x^_}<R5ELM>!f~C*X;&TbY|*@`FL(8e4UPIWB3eFezsMQs
zVL96G@F=J<nZ8hHq8M|lD(?lta%@NhD`BRX8EApDc;`T;5Xi6<p`sJ|ZV)*+`~~y!
z5F7Jo4MQQ@QjL`6&ql{?Ts3NrAB`4tHH@ojlnq<MI;^gBuS9Bz`7hVW37FUsq=Tra
zdV2bzCiCpTgXJ@!En1^$)B+J{b|1MJ>hux9IFB3=9WgiGs`<0G<StmA-V3GKDsa(o
zQpn{B36)~23?&pS8p6ak^mN6)OUYv)z5FZi$S984_6Sw*w^d*(;}p)$=FEx>K62kT
zJp5ipo?K>QXwjBdWHI}-`PA4`$=XbTL43Q%l=*FW^g>5^8tc^2?mxo)iA>ui`E})Y
zIn*f+Gp)A<OI@7dxb4gUGmX|8@*E&(2+Rg?h~eFqZmM5gc`bd)LOXVg0kgasVu7-G
z4ACz_zZBOtT+d6-y07ny3@>+SOO1wjJXDK}kTO#?z>0S>hvY(-AfCx-(<83lH7}$+
zI<0cRaT?zwQF=I~ldSeDHtXsaI(j9Al2<v^n+81+?C{22YX*$1#F6<<kYDG*an%Ij
z2h^P5%~dwBblG4=q)h8?nJQ%l(l}U<#?m_FX(msi%bkwVs}6w0mN2~TrNd2UP1cZ@
z#U?J^=&Ltw_{AgQ7$OQBofXGj+KRPmO1LG7L5e-Sg6<dm-$m;iFyJfftn~_#CGk_H
zVB%>U%+cFXoj*E?I7rCt8R-+6t3g8f?&91B;@{E#sR236KefgwgbZTjNsQcKiRaH3
zw5~Feao<b~TAPb3r5X~^0W8{-RO|L2ULd=2x{fzm@|u3NyL~lbG<|pBIvmZ)GR)9c
zJA<;XvbBRAE@v;cVtumW7vs`3ngQ*bE%KsS@CWVtFJH;GIME5Ta7R%}RqS|}co6p&
z2Ggffh-ytWAry#<P(Z{<hra61cX<8Yy$kX5P@NRWM%ug^G7#Y><%G_YU|!9uD!*%8
z>!>riMPqVfSpZ~kToKbnw{gcHc;%$Votpz)Iy%gno6hbb*z|-`MDz5tS#4@eo!w{S
z;$#mAHC6*yEk{cWBzcmh-!1A6G@{1o)g9zMvw&i*zam^zs>)8`%PD$&xdJ+p)V39k
z1@tr^h83YlH~1TPM&kS@$g9xP1@ATVW8XpGtI6dr+ETR=1x}YZ%fdhDwp72Op5?-8
zGYmodqc1u`B?u$}{*Z`z4yK~`@zd0394zl$n?U1{(8wZhRsh0fr#;?qXtakh#Kt^G
zc8EFH!?&^zWk5*2wH5=>x;k&-_pl5sGZV#<<$M^+lD~4D$15=Je}A!%?4@Re!RDk$
zjJZ~31HF3Q?8-$;;8twEwYDdwIrm2upeymZM1coF(~*;3^?BM2KNqw*KN>YvF3frJ
zqBABSqcvly^gieC4Y+DSRhn33@Py4w;7U1$xg#a3n%zV2`E8nlyn4Zm5!DEk08B=9
zr<-bXw<d%fq-l2&+kmi+;14QuP|DjD6rAt`_4ylXnPogdun9gPX6*ifYJuls4{7WL
zrf|6EZ6T$sccAmyZiQdoXRU{lm<uG_x0IJD<fS2Pf=XWk=%a}TJ5;}OnDKyuJ1;nX
z7$z;B0Y?&d#-dtsd_WGuC8h1wBSH^ycQSt`!+XHLqGSzXoxpnDOs)06py)5KdG<}!
zfi8#lai}*z5#@K%6_|u~@`^HeiTDub7Q~@B0=fNWktdp-)s>J;+K>5HxX`D{xC1E(
zeLk--dV^}zh>ZjJ<Q1(;qQjAabqAB%yKQ~sDG-ZZeA=Rd-_BI&UqJF0H;<3Hv~n#p
z(bd+~OiM(WDPGWrsThYx-7xA3-Y&;XB?WA?etin|hw9}tespjYDp-mwxv-jj5{5Z+
zS)8zt@pSMlD9+@NJlub~{J9)&tL(n|3A&cTc~PoRXk+6}tTr>g($iY>K4EfX%Wki*
zZLOokcLTS#?!Y)ZA%v8dt;szQMdu+9Jc*Nov>t>^64S)-B!J>}St57K3U1@dO`Y$E
z3#yc6r*VynZj=!_Jwwh(*EAG1j)Cn0D;8gsW+o@c7Aa`*yVkZ~I_utk`b|YCHO<JD
zsXDmH{^D+vkWgz8%4BwO(%7yvm7NN)w@}opYnA?tYU)7I!F{V?!tSHMMkR^R<TeKM
zbUb+h>%CI$n-l@)I*<L#*ATpRkwx;R)(ibQ%uDyVt$^fL=ITr@SN-rrdjrdfAqGX&
z>}2bQBk#uE*qefFQKmJOWVzSV*X%6p-8EaOSJNmIqQM`vZmq2*;k#n^bc<>vCJAXy
z1^B11`(QP#wCB7Ox;Y273(5VK=4C_JX9)(x;ah>V{JP;NSmN+XuGLy?evUHaXm&o#
zco}>6Dto29cXybPF2kFoTC8oOB&aEKt=rCmbXO3MeM5I_VrOKakbxlgibcl;PCN8n
z{LpP)`KJ6qRzDcxm6hnQ^aTYq0@}N3HZcjO1c7ajk7_+LOh{1=edltNdp<eYa(Z#Z
z^&{8hR<pob%@h_zYB_GlvB{VC>JjqF%-Z7!D>o05!{ywKzE2ilp|}i9Sj@I@=Pt_?
z;a(uz4;JBQ)uT!QP@=$gzVjw8^RCaQ*Lu!xxb6!GX*thvIp$4Qw`4^>RoUGr0z|+{
z4l`3{cl1JJZ_}&|S6(kTFof+N1s}Cf9Tvtc?<7NL)-v&ye#!`#?ho#YJ)G7QYFdzB
z28lB(((mYdxDo~9sXp*ayMcj}1JNyBO0=z>=T~l(fJ{)=>A{6-x4up89*{c+@9Nuv
zj8kMX$JLPOy(2cvjR#yQmRk*~5eM%VJxZLmTOda-l#vd(%r&4Nnn;IiWYX2ePR3#4
z7toIa8_Qs@V2y8%#fqUnaq9Ml<m<&CG$t7HV;T4}E-3u&yuH~BsATLmhJ5H*GxJ#7
z!}4A>;1?cfENew<y2iZ11)M}bGwV@Hdi6`^@gYPZr<ujK^RyH-&9jerprRsXRn4gJ
zD(-F8Wrp>AK+K#jf8CKDOgXGN`PO&izA2D4+fz>Jftq=6bN^uQ<nA|!jep7`OOw5N
z8_FghsH{Wj$ek;z>4WM`{gwWk=!aC+Up}x+6^g{<-aYT(d1lJ^^V$04Fs@le-h>Fx
z!=NNw@Bu4?Z?4kK?Eq~-Y4#Np!Ig1EAEDuxlg$$_pgT5;@U${!TD|J2`xFV1Gu00t
zoA}1xBeTsi8oSaZnAdDVE+S-xYy?@_T&q2YdLEky<b_H#G4rC{g!^iiHHGQw$m+G)
z6g`|-&-qMEr6Ts}zBRmUa}#Ytw6wvRw^2&C?u>`KPSAMcw3nP}cfFY($>hEJM{5_m
zt?(vRDA)X(h3q;|OkFz65`#(W*L^8Tun8R};~5g1G(=0)BYM-QEB+aSW>TDAz5(0?
zHd#Dk7?RgPfaY=83O?WN*8}{g8?2Z`k(QOrzMvfU-c#@9I>n?lzxu}yJQi0yb$Hok
zDKxtjk`jh`BRkL9KXPTm6qUbhd9#^njNC6oj$xi`w;B*T7M51InCuxKAoW{;L;4RU
zzX?7ZQ`9vJ^DN-C$!=@V8MS}ZJ^j(XM?1{O`4NYy2j)XfijKUzhGABI7l9g8vZ$=6
z9J#ffHd_^fW89G799lRUxhZyG6|lh3US|UpK1PBfin*sHD?0;{Xn_k{lyN15`^}5!
zx?T*91luuvYw+`cZDj3khyeww!F9H6W~61=$WW4hP}PRF-Zs4Wm9i|m>^n_)vmvRr
zg14#9-e&CBbFQ5uufTrPS&Gf_4|SP;tJ)WW_i!|D<UH8OW5fbu=ka!0a`k;Gpp-?c
zsYY&y<!1B9D?7?a9k%Aj`X+e2a0jk9rQ;Y;z9&(<aq)?TB$_B|lwCNYpmGh9^Y(7X
zCnSuF7K)9qk|gMPx{&Iixf~ybo42^SJc782aIRk@7={e`g=YzD_KnKga%}jiqOu2v
zGidU2O70Yq-$s?~Q@sRqfHqX%V(O%j#~sinFt38Z9x3PD3TP{t@9BRUu|Whm!zRP3
zCYDUJ#}Jb1*oLL6()H~`sP)8<_IG&URAb3$j<qu#7wzE}on<X#aZ-jP%O?KA2yOAx
z_u2W}A<JP!WpkZ~i2z#V_7S$?=SI@iYgsYZ^LW|V4#J*l#2!>=4XT9|nJjsvyi1BN
zM;s7$(42KHsly%g8bFC~ChR+Y$<B_uf*@p~TE9xm`&Zxdn)3KzRoCCljgLBePua?f
zQGF>!E#Y7>szLX5VwIuMJ_eLED&J6dXsOP7v>H>i@<je}fxZ4hBG_}{yCo=DyMkor
z)BLo=`Kd#I%=rEp7e?4H%ioZ?lcY**<F=eb(#|#oLsIVY(M0({K@~M%iEu;`Owr$T
ztz@KtNurE^-b}o4`2+uiP`{d9DV+&{I7BOqvR=zsxrsVwa^0$JWGu>G@pS22Cox`H
zYTSOWm}*Gl+w|1)Z3~<6397N3kZKApPV0lbgaQxE0?oT_|8jcD{d|zbRcl+@s?k$<
z(ADH1WK&9Bm%}YQf+P9WieJ)(v!3(gn2Dzh^Co+$_Nc`~Dys8l8X25jzzi;UKJ?wJ
zgt_dc%)%l<vIhtB2mh(M^jqgHkjcObA=}J2zlFw$9`{tv!Bz3AQ9LnMG;`>qg~zKi
zu2;I<`=<o#v`7!7IaozreTAJOg}RE^HU2KaXT@CHa!q^Z`BfvXTLq1XFKvWXa8QSp
z;V^f~SLY9xsn-)3vyq9l@jG_kEso3yOAmR_j}%v%cAGfyV1sTs25som<OE_MX-xF<
z70{7BSML-BEA?05rUNOIM;k3J_VQ!VLlM}HH{lIo9yUi<{sR2>VH7<hlV>4XMc(4x
zzKn1OFPqW+oPV@_(nz{}*G=@Wp^)A<y^ZcbxMwx64c+lV2k1;ItAd&eew*8TY_pLa
z_rhLyrvN4me=?sWru7(@{$^vn4^{0(RLx|o4vbof$ZCs1ZmTT6*sPiBQ|s6b?725z
z8}h~aBjZPsCg7}A!F343#V;0Isde?9pGT5_d<JHj$&0eO?Jm2e?r*wl#5|D$tb;MG
z`gF7Ynfh19abWam4U2t2>>u8huf*S4ZuRzlvh8X^MYRg`=oyS*{n&DttbLJn)q}Vb
zIPTIvA+}!nk*Wd$2j-%9i4|5QqxudN-o?Zejxw+jzKqx|q4<Dh7QH$MV3@<@m|Ssk
z*(z+VfNG}NX7FrI&3W1ZX{Y(W4KYB$9jw`Vzyt5-+7b(Cc?{hESW}<D4!~R*^L`I=
zb|_4-@q91OZr?cavUCoM6*-$!ME|Z(mE)o%!)Ve~LKB;@!^nJ{CiVuIt^e_!lhQxZ
z7nP`$mB6>2q|T##@7BT#D};#fXC{%@z{y&*aAvWhoLW;yL{`PBKf~S3^g9<zIE}lu
zx8n~kCSC>HA8;zSQ91O+Whxtkfh$1OB-wE!<x0=NI=nqtmio3#a1;=M<$JxI#bd^p
z;0uhSKK8_~m7DO%B>&w_SXr=3lBPbN)9@;<7<}J;P+M1B(5T6c5W(MP0JuoSwwLdq
zvo80*C#f(y>t<Wbneozmej7|%Y*ugls_OaE6)~!}Q+O=wZC5Y#xsVr?4#bPMqek8a
zU}i}$+|h@`VR*Ti=XU3(cm!(lssmUK!lMI1yR<-;{7Hb`$UuhHQh4XZ`)`4cKASLv
zQiLd_t*6K%ZX4l0;T)s2CCda^JXfZ_>_8<mI3}GM#~s7>=gLaw#&_yJykLi`E<3Dh
zbmj&HRrx{?xcNoFrnvk>pa>wVhUO08PA0E9EjpW0GM#8tR5UJ2G%Ack9rPdVFFr|Q
zt0neLH0C|O*~e*CIwTHo3cGC7dZE;KJWXS;^Hy`B_k_q0)5|UiI_oy<ii^7{=KYSi
z&2y;UmzxLJim%ir8|fyKDHGfir}IT{lzCR|BZc;#Hvl}6cyQj`lZ`FX>}^qAB5`<7
zPnZ^mbfW~F<aSXk1t!*Rz14YRz-XZ4+e;^T&*F}eNQb$z5Hdp-<FP(cEQ}#jhh*4l
zp-GrM@;W1yIX|9yBSY~qWYX?q_B4C%b&Gq~UH~1hak40{@{XkK*jLAIBZK1%l(|R=
zOjbr2#It0^c7IJVN+BRLbex;NsLT9wAf)0NH61GyCTw%h3JfP64y4`eibF=z)2kej
ztq4@*A}UdWK2GLO-$%<`qWL!ViX-oI!)r176(W7Fbhn+Grc;KUOB|&wWK9ck>U4q^
zUF#}W3SEvY78b=dZze{tvjNq-FC@f~eIri<H+nw3#Y(gDn`_?F&GyM{`^8I1NmvU(
ztmsw3BW&B=x1t!-2r$X*+2#!Wq?+K?iBT7w+iKN-?E-DAb^gRp1dfSg|Ch`%r?#ps
z37R>uhF<c9Yss<At_}${TNs2gnhdVqWD@Y)-2DgSdEF|RUo*>xMkj`Ll;!~Q?MSx6
zxMB03OT!V^kh=Ya$k&Sngzsyomh<UQS;3GBPuz40C`38in-(^UC%%*x6)Y*ff$p1{
zh=f76?+>k&)NWK(6ufX&oGb|nyFJSfEY=zmG_cy&Vh|m5i!V)-&qhYF&u(cVZ@NH9
z)+By#Z*8R`V^MsnH<A_gEb|?CQfCvAgzkaAZ&lWl#b?(LL__UP>(A}3p3r~lBSoF3
z&`90)tj+Bmm)A<w71utE(aBiI+5k-8L1FjiBuQNQ>>l1hB|0-Mh*u5h>Ns#*gxHR~
zjuuI~hp+VUn_pYB(PA2chM$cws6@zGPEAEPK;_tsUWLhtkqO6G{-`F$_XK5a6LK`_
z!p<XV@eI^Y1qjC7su^rKzF=V(R?bO6xfpq@1Je`*>~>$;+-Jop`R0Cl-Tnh8OF5Vw
zq@!#~kIMNRf^f%+tg+Ua2TS-?8k>5U=-FZ|3(zDj+jz&)pQ7sA)W)L4#pZk=CO`Se
z3ppDCnhGH#_{_I%g4K5nZtVQXgam#ek)s?1B`HFZy8{%bQFR@YXVy5COPX?SsTa5_
zDUK6bxn^aRnce|K9VEAJUKc4LVVf#W*v={thOyQI7i^wMX-uLMiU+9B?8xfsa!IX~
zx@u>f;58Qa!W*Owcz?7|*o@dzz82aNt)odb(MEiU!3F^d&^np@HO%a2y+~rs|9rZP
zqWUX<wzGOpB=6P~VbF9Il(Nc&5Tt<?-H<^qJ<wlBO61{ih4*TLM?p~<7v3{dt*LKp
zboS7g+HwdwP7jtYI!-60nB8cmb4ANZ|B*s&_Pa-`ZM(xlf~_Qs1LVRDBb-LncO<;%
zID$rj^^&6<W8rfSPIanat7u1p4&l)n`k0-~v|qDDbF%0j4xS@I(i=$2y)Zpi%gOVR
zTBI3K?8rv4P^gx$QRBK3*C%|<{5E;|L%7?4aYrI`T<RY`(e%5!7#o`))I>~7t&V6F
z2eH+Hc219Ej=E20GtQ!IbmBepx+DEtCkTYqyCz1i)tmAEaC0sy<hF}Y@{W;~cGOX!
zh=z?7<2q@i28VTBYeIE(>>5bMcTfN{&MBCfj8*3IOFE;{uc01w1j~|E7GifTZx<^T
z*$k|+@|oEd@OQX+BQ9jKiM+1znqbnK=nbK%$;$@2Xc`qwD6L;pcbMJS4y?JguHY64
zm<6g^eT8!o<9bFL8&Ljne#-6+4u{QgNPi%U!Tj(_m_6Bt*^WQT)=d^0NlFyg1*pZO
zb6l&(p060%0mc&oo&!)r9)OthST`qgChYDL*9`;#(%BA7GGNZRQirKxZYSG4lis)c
zv|PK_$C-NSRnzw{XR1@WNs~@fr7ozTjbs3%0JMC~C)<>^T5u%FpZCaC)*bWV(2(xK
zLCkP*#`VzC9Fo6z6%_o)>{(Aw0!(0&H5@E1$v5zaUjU|mcmQza!Ky@{0ZQD>uruW9
zn5^ypVpe(M;2Fux_E+|_kk4T?a?1m&zm^y_u~v$b<hT4HmX}*3G`TTfvi25l6Our_
z&e_Oz=IiLh)D#PhI8pTIOx6DAdbCQ?Sp$qSQ&0kV<!k~h-w&uRp)f*EUhVE6z<GmF
z;vUalL!15%tlBt_YOxVqsMBxy+w0)#PHF2H&P`Nsb@|=mwwY(7h-&sZPi3hl-XRuX
zdAeFPOm*c&=Iw3(wj#}UfuWnz{$5F=LQyVoTd?k~><_~~i{YoXnXtjU?g)4_Ccwf-
z6L{ALqu%0Tn43dAGKbZsYxEMGx;~`Th>RIroS&49LqiSp7$F7@H}}uQBcibK&0y|k
zDIq(Z?;EVY?^_0)CF7K3V*~76Bg95jzDrkVJK)=EfYNid3RkBk^45W~W>o|W1d|2+
zz!nHBH&B=Zq!_1hmCitdQ&vWV{VgggJER4KaqBz}*SbF$Js#{m==i-7(gFk8d{fcb
zSV~P1-gOFw?9Yns)1p!3h?F&hA+W;TG;!OGbJAaXp0Kmgc6|;83XHM6qH8fgNdWM4
zy6goLcHJZlZR3fMle*B<ijmxQL26q%0K7aoX5j9pWcFClJdgn?8D)siV-hw1q%;Pu
zH--48v?P3`C=HX^)X>bIZ9Efr_QPX#BV7kGOJPA3O@K-R@14qie8UfAd~W1X<79R*
zI~CW$U`u?adQSp21j-Es)<utSgTd7K^x9H!T4eMkU{6UI+)hq&n&uxL*!W5yDy1!K
zK>~2w{}i2v5Qt;wL3O$-uF_<D;>Xc`@gGUzXN13zJf6A${kJBT-bfTDmHO<IE<J7R
z;8nTp$XKwK0|feASl!?UtVBQ5Hgt9G>Iy;oevv4sqa`DxJ_t<jjIxsEzA>4^cX!f3
zdqDLm9PS_^3qD@@WRG+P!$(@|${qHQY8{2iCi1%XE*5WJu@fMxKdIkq_*lLO$-@}c
z!^5SMHzK*|3jAuQs2>L^|9()EuGTUa+qrxjeRtHvhEkLT;Yl{#f4tk@e5pMc4%IA#
zl&)g#%$h6JoTW*-3o}>WF90uBzdv>=pVJZKEE1S&fy$=jL)4oF;@#xq%t`!9s*?o}
zBVfFK|9XpY?=s0#(2`=7WD&w!f`9k!T^C%;zdBYmzb0F#*72wwH3d`yfH<+`|4Al%
zQm^#NW)h0&&h}-0^FCbga54O_`3c!a;p3eYv?hI0Ad>9w568Yja8mfi&v<|<F+Y!t
z{_kTX(v$r!LC7)+yvZqLl$DhWqU@eHIyy>OSXdN9k#zj;uSwx{O8kDIy_-YeEN9@D
zO&uYS62{ETY=;gKYDtuU-&5u|R0erd$)-DJcmX<>5#v*o7nmupAM5Ep<+0PuT{eDs
zVq&6MxBvX-l$7h%mCNa*8q$3z0UiUIutj~XCUw%6;`P7^t$)R#@{G2_hL|013j-Nt
zTeA%aEBrj;%#_ZQ5}Qx=D_Z8WjYcR~Q8B`#Q)<E!r1hQgY3&m34^kArp*V>_l~m2_
z%R!w65I3|&isKayO7NQj)g8bOE!RO%$n<>}$6HWC7u?h517`K&uLqS_P8uKus30$8
zIQ(otiPV61eDFyFBx)dqGgOcNeH{O5_Ob8UIEXt37XxVw3@b2^llzJv%@5;^PM-ha
zyEiMJO0yjr8M!q~8ut~Dn}96v)T6gmx;8ai;U^t4d`W6aSmow8VVWEwd}9XZ@&!(+
z@C|$dzdj^vFFr01@1(w8K_`0h!Rw^{x5P-vY3G#Bhh?yz{G39HcMg1%!S?f>6zCDC
z%KPG^Uo9j$(YNZqvjy4xLHmKE0`+{zgwB)ucv9(3udvI<RPv%Gy?%)b#e32migZr+
z?@_-u$5fr(BlY6j-N>JBGm(Uks|@wY>tUp@#E&0mzD|64<oko}USW^HPlk{ELJPI*
zHVmX2wKda|4jL#uF9pzYx1V+HLwTy-saoSbewdmae4Z~y>XmCw`CgdF46ggrqviaJ
z1VWaUJwf*Rhwl(>(jb(=>vBMVW%9!r9;3g8xj{e&xDtgB(BH@m)h?&a7tBW1DJ9tr
zmAk9osli=;{R3H+d#Zs2^_*?@g*{s)aGXcnrcm2BaP9#76iPw^0_Bp6#Z3)%M~!$%
z3u-!W77|2?-Uf?}?IgH~?Bh2u?LV%Y_kISZ`=8W||NrALF0Sq0&n?S4)51yR&j8!r
z8JIEvkWqc~p^{A1!dA$Y<9`6EwKIh{LxSGz(AojN5sYSUi!?P}{M~(w&XW$9tn;3#
zSSPZ2+sn=R^>*j;_6)OzEq;&=DU~T!D!H4PPXnhR<BLC{e78B;oA8FwhV)-KX(g$=
Ihla2J51aZ>jsO4v

literal 0
HcmV?d00001

diff --git a/man/plot_waterbalance.Rd b/man/plot_waterbalance.Rd
new file mode 100644
index 0000000..a4b0b8a
--- /dev/null
+++ b/man/plot_waterbalance.Rd
@@ -0,0 +1,23 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/plot_waterbalance.R
+\name{plot_waterbalance}
+\alias{plot_waterbalance}
+\title{Plot the average annual water balance}
+\usage{
+plot_waterbalance(sim_verify)
+}
+\arguments{
+\item{sim_verify}{Simulation output of the function \code{run_swat_verification()}
+as a single object.
+To plot the water balance at least the output option \code{outputs = 'wb'}
+must be set in \code{run_swat_verification()}.}
+}
+\value{
+Returns a ggplot flow chart with the simulated average annual water
+  balance.
+}
+\description{
+This function uses average annual outputs from basin_wb_aa and
+basin_aqu_aa and plot the simulated values of water balance components
+in a flow chart.
+}
-- 
GitLab