From d68f0d3e237ff45f565b4b415f123abf5e62124e Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Thu, 21 Mar 2024 08:19:41 +0000
Subject: [PATCH] Built site for syntenet: 1.5.2@595a272

---
 404.html                                      |   2 +-
 CODE_OF_CONDUCT.html                          |   2 +-
 SUPPORT.html                                  |   2 +-
 apple-touch-icon-120x120.png                  | Bin 14906 -> 14906 bytes
 apple-touch-icon-152x152.png                  | Bin 21388 -> 21388 bytes
 apple-touch-icon-180x180.png                  | Bin 27033 -> 27033 bytes
 apple-touch-icon-60x60.png                    | Bin 5411 -> 5411 bytes
 apple-touch-icon-76x76.png                    | Bin 7481 -> 7481 bytes
 apple-touch-icon.png                          | Bin 27033 -> 27033 bytes
 articles/index.html                           |   2 +-
 articles/syntenet.html                        |  16 ++++++++--------
 .../figure-html/heatmap_filtered-1.png        | Bin 60771 -> 60910 bytes
 .../figure-html/plot_network-1.png            | Bin 113763 -> 101585 bytes
 .../figure-html/plot_network-2.png            | Bin 94541 -> 104475 bytes
 authors.html                                  |   2 +-
 favicon-16x16.png                             | Bin 1253 -> 1253 bytes
 favicon-32x32.png                             | Bin 2470 -> 2470 bytes
 index.html                                    |   2 +-
 news/index.html                               |   2 +-
 pkgdown.yml                                   |   2 +-
 reference/angiosperm_phylogeny.html           |   2 +-
 reference/annotation.html                     |   2 +-
 reference/binarize_and_transpose.html         |   2 +-
 reference/blast_list.html                     |   2 +-
 reference/check_input.html                    |   2 +-
 reference/cluster_network.html                |   2 +-
 reference/clusters.html                       |   2 +-
 reference/collapse_protein_ids.html           |   2 +-
 reference/create_species_id_table.html        |   2 +-
 reference/diamond_is_installed.html           |   2 +-
 reference/edges.html                          |   2 +-
 reference/export_sequences.html               |   6 +++---
 reference/fasta2AAStringSetlist.html          |   2 +-
 reference/find_GS_clusters.html               |   2 +-
 reference/gff2GRangesList.html                |   2 +-
 reference/index.html                          |   2 +-
 reference/infer_microsynteny_phylogeny.html   |   2 +-
 reference/infer_syntenet.html                 |   2 +-
 reference/interspecies_synteny.html           |   2 +-
 reference/intraspecies_synteny.html           |   2 +-
 reference/iqtree_is_installed.html            |   2 +-
 reference/iqtree_version.html                 |   2 +-
 reference/last_is_installed.html              |   2 +-
 reference/network.html                        |   2 +-
 reference/parse_collinearity.html             |   2 +-
 reference/phylogenomic_profile.html           |   2 +-
 reference/plot_network.html                   |   2 +-
 reference/plot_profiles.html                  |   2 +-
 reference/process_input.html                  |   2 +-
 reference/profiles2phylip.html                |   4 ++--
 reference/proteomes.html                      |   2 +-
 reference/rcpp_mcscanx_file.html              |   2 +-
 reference/read_diamond.html                   |   2 +-
 reference/run_diamond.html                    |   2 +-
 reference/run_last.html                       |   2 +-
 reference/scerevisiae_annot.html              |   2 +-
 reference/scerevisiae_diamond.html            |   2 +-
 reference/syntenet-package.html               |   2 +-
 search.json                                   |   2 +-
 59 files changed, 58 insertions(+), 58 deletions(-)

diff --git a/404.html b/404.html
index 6de12b2..b0db112 100644
--- a/404.html
+++ b/404.html
@@ -33,7 +33,7 @@
     
     <a class="navbar-brand me-2" href="index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 4c5ca16..47401b7 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/SUPPORT.html b/SUPPORT.html
index ce94de8..a23b41a 100644
--- a/SUPPORT.html
+++ b/SUPPORT.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/apple-touch-icon-120x120.png b/apple-touch-icon-120x120.png
index ff3f9b009e0b57fccc1a9d6923be05171fa18560..331f790841d50f833dad2c2e6825633043547a6a 100644
GIT binary patch
delta 69
zcmdm0va4i56^AH?kVw@`X_bvlES4gMAqEy!h89*v2HFM&Rt5&n4wjmeXIaW(NEpdB
KPMv((G9Lh`q!SSU

delta 69
zcmdm0va4i56^DojyUvMq756tbu~>>2gcuoE8JJs{m}naS83rK_#1>ATWhsjxp}KdS
J?Bvsy`2Zu(73=^2

diff --git a/apple-touch-icon-152x152.png b/apple-touch-icon-152x152.png
index 92d48f40373d6a20b32fd21fc73f7fd8da8b61ff..0a499e677612ff6a360b5f5c3c9ba2a4c452a5b7 100644
GIT binary patch
delta 71
zcmeBK&e*e@aY7Y`D2I?J?>y~I8=Jy{L<~a=EUXMItc(n`4GgRd44#@B&7J%vNESn4
MN>-QRWZB?+0R8P0;s5{u

delta 71
zcmeBK&e*e@aY7Y`hzPr$+5*YX8=Jy{L<~ZV46F>ytxU|c4S)=T!}aVPlivi%Vn}RK
L+HW#hHaH&u5T+GH

diff --git a/apple-touch-icon-180x180.png b/apple-touch-icon-180x180.png
index f1a28ab370b440a5f41fb569ed1d0a3987e7fa82..373f51f6d7ec2b840094e6c48285c54da1c221cf 100644
GIT binary patch
delta 71
zcmbPvnQ`W2#tBs%q8vhEQ>IsOY-~!-5HSofu&^?;ure~zHZZU<Ft~DGgJJT|3|S0`
NrA-s|OxDWG2LLs97M}nB

delta 71
zcmbPvnQ`W2#tBs%A|mYify*^hH#Q|_h!}(z8CV&ZTbY<^8vq#wsT@2ulYeH&Vn~RD
LZfTgTm6;C!1$h*a

diff --git a/apple-touch-icon-60x60.png b/apple-touch-icon-60x60.png
index 083ae25ceb1a79e85269629c23b4fc5b4984d40a..cb29f7da8274104ad7f54f507c29446e753172cd 100644
GIT binary patch
delta 93
zcmZ3iwODIH6^AH?kkI5``vf;Oy%lyf3^A~<G6W%Q0|P4qgMSJIYZ(|AR7+eVN>UO_
hQmu0HQ!>*k8H@~!Omq#5b&b$9^w*vcoV-OO9{^Q=9321v

delta 93
zcmZ3iwODIH6^DojyXKA~Jpmh=-U_=KgcuoE8JJs{7-|~;83t@OEZG<s7*tDKBT7;d
iOH!?J^HVa@DjAFnj7)S5jCGCBHI%nD?wY(sBp(18OB+f6

diff --git a/apple-touch-icon-76x76.png b/apple-touch-icon-76x76.png
index db0dcd020a4334c730f3c227379de060d665aad3..47627797d55c2f25d5a0d163e0d6562d150cc10b 100644
GIT binary patch
delta 69
zcmdmKwbN=s6^AH?knoegeeD~Ym}Nu^Lkuje41vf}+rYrez#t;LT5|GC8CeVoO|HXB
JC!dnZ2LS9(6o>!-

delta 69
zcmdmKwbN=s6^DojyLQ;Aw>2A^m}Nu^LW~To49u-ejI|Ab41<a88v2uG%E)3!Jdm0&
JdGaZld;r)_6o~);

diff --git a/apple-touch-icon.png b/apple-touch-icon.png
index cf354a61aacc874bd3da8464244be8171061760f..8e6f30bfe094abc9bce9e309384830e2a801033d 100644
GIT binary patch
delta 71
zcmbPvnQ`W2#tBs%q8vivk0*G|+t`$xAz~O}U}0rwVP#~jZD3$!U{JI|dCTOV8L}7>
N%wK17OxDWG2LM;d7LEV_

delta 71
zcmbPvnQ`W2#tBs%A|mXDt5=AyZEQ-;5HScbGO#i*w=%KRHUKgVOwG#^C;!Zl#gK5x
LI)8VvR%Si`7kU-S

diff --git a/articles/index.html b/articles/index.html
index 6fdaa7d..bac9d7a 100644
--- a/articles/index.html
+++ b/articles/index.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/articles/syntenet.html b/articles/syntenet.html
index 1255498..32e2dea 100644
--- a/articles/syntenet.html
+++ b/articles/syntenet.html
@@ -35,7 +35,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -848,8 +848,8 @@ <h2 id="phylogenomic-profiling">Phylogenomic profiling<a class="anchor" aria-lab
 <span></span>
 <span><span class="co"># How many family-specific clusters are there?</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">nrow</a></span><span class="op">(</span><span class="va">gs_clusters</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] 394</span></span></code></pre></div>
-<p>As you can see, there are 394 family-specific clusters in the
+<span><span class="co">#&gt; [1] 414</span></span></code></pre></div>
+<p>As you can see, there are 414 family-specific clusters in the
 network. Let’s plot a heatmap of group-specific clusters only.</p>
 <div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># Filter profiles matrix to only include group-specific clusters</span></span>
@@ -898,8 +898,8 @@ <h2 id="phylogenomic-profiling">Phylogenomic profiling<a class="anchor" aria-lab
 <span>    <span class="va">network</span>, <span class="va">clusters</span>, cluster_id <span class="op">=</span> <span class="va">id</span>, </span>
 <span>    interactive <span class="op">=</span> <span class="cn">TRUE</span>, dim_interactive <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">500</span>, <span class="fl">300</span><span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
-<div id="htmlwidget-815fbe59b93674208757" style="width:500px;height:300px;" class="forceNetwork html-widget"></div>
-<script type="application/json" data-for="htmlwidget-815fbe59b93674208757">{"x":{"links":{"source":[3,0,2,5,0,2,6,4,3,1,6,8,2,0,7,5,7,0,13,5,4,9,3,6,2,8,12,5,13,14,10,1,11,9,3,4,15,9,15,4,3,19,1,10,18,3,15,19,9,20,4,10,21,18,6,12,8,2,16,0,14,13,7,5,17,8,24,2,6,16,12,19,20,3,15,4,22,23,21,1,18,10,6,26,8,16,24,2,12,0,25,14,13,7,5,17,4,20,3,9,15,22,19,10,23,21,1,18,28,23,18,1,28,10,32,21,8,2,6,12,29,16,24,26,3,31,20,9,22,19,4,15,27,30,5,25,13,14,33,23,32,21,10,1,18,28,26,6,8,24,16,34,29,2,12,22,3,9,31,27,35,20,19,4,15,34,24,16,38,26,2,29,6,8,12,5,14,36,25,13,30,18,33,10,28,21,23,37,1,32,43],"target":[4,5,6,7,7,8,8,9,9,10,12,12,12,13,13,13,14,14,14,14,15,15,15,16,16,16,16,17,17,17,18,18,18,19,19,19,19,20,20,20,20,20,21,21,21,22,22,22,22,22,22,23,23,23,24,24,24,24,24,25,25,25,25,25,25,26,26,26,26,26,26,27,27,27,27,27,27,28,28,28,28,28,29,29,29,29,29,29,29,30,30,30,30,30,30,30,31,31,31,31,31,31,31,32,32,32,32,32,32,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,35,36,36,36,36,36,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,44],"colour":["#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666"]},"nodes":{"name":["adu_Aradu.AV6RW","adu_Aradu.E0LH8","adu_Aradu.JF3WA","adu_Aradu.R0IMB","car_03056.1","car_08943.1","car_19495.1","cca_02211","cca_04052","cca_05788","gma_03G097900","gma_07G124000","gma_07G238400","gma_10G041100","gma_13G128000","gma_14G033200","gma_17G035000","Lang_109346054","Lang_109352113","Lang_109355854","Lang_109359285","Lang_109362187","lja_2g3v3059790.1lja","lja_3g3v0642560.1lja","lja_4g3v2263980.1lja","mtr_1g069385","mtr_4g122270","mtr_5g090150","mtr_8g009900","pvu_003G116100","pvu_007G154300","pvu_008G199500","pvu_010G038400","tpr_gene17355","tpr_gene25402","van_01g01830.1","van_06g14500.1","van_08g06220.1","van_11g16300.1","vra_06g02600","vra_07g24530","vra_08g07810","vra_09g06430","Zjuj_107406488","Zjuj_107435072"],"group":["1309","1170","1305","1156","1156","1309","1305","1309","1305","1156","1170","1170","1305","1309","1309","1156","1305","1309","1170","1156","1156","1170","1156","1170","1305","1309","1305","1156","1170","1305","1309","1156","1170","1170","1305","1156","1309","1170","1305","1156","1305","1309","1170","1279","1279"],"nodesize":[" 6"," 8","10","10","10"," 9","10"," 6","10"," 9"," 9"," 1","10"," 9"," 9","10","10"," 5","10","10","10"," 9","10"," 8","10"," 9","10"," 8"," 9","10"," 9"," 9"," 9"," 9","10","10"," 6"," 9","10","10","10"," 6"," 9"," 1"," 1"]},"options":{"NodeID":"name","Group":"Group","colourScale":"d3.scaleOrdinal(d3.schemeCategory20);","fontSize":12,"fontFamily":"serif","clickTextSize":30,"linkDistance":50,"linkWidth":"function(d) { return Math.sqrt(d.value); }","charge":-10,"opacity":0.8,"zoom":true,"legend":false,"arrows":false,"nodesize":true,"radiusCalculation":" Math.sqrt(d.nodesize)+6","bounded":false,"opacityNoHover":0,"clickAction":null}},"evals":[],"jsHooks":[]}</script>
+<div id="htmlwidget-ffdd4e0a3a11ba5162b0" style="width:500px;height:300px;" class="forceNetwork html-widget"></div>
+<script type="application/json" data-for="htmlwidget-ffdd4e0a3a11ba5162b0">{"x":{"links":{"source":[3,0,2,5,0,2,6,4,3,1,6,8,2,0,7,5,7,0,13,5,4,9,3,6,2,8,12,5,13,14,10,1,11,9,3,4,15,9,15,4,3,19,1,10,18,3,15,19,9,20,4,10,21,18,6,12,8,2,16,0,14,13,7,5,17,8,24,2,6,16,12,19,20,3,15,4,22,23,21,1,18,10,6,26,8,16,24,2,12,0,25,14,13,7,5,17,4,20,3,9,15,22,19,10,23,21,1,18,28,23,18,1,28,10,32,21,8,2,6,12,29,16,24,26,3,31,20,9,22,19,4,15,27,30,5,25,13,14,33,23,32,21,10,1,18,28,26,6,8,24,16,34,29,2,12,22,3,9,31,27,35,20,19,4,15,34,24,16,38,26,2,29,6,8,12,5,14,36,25,13,30,18,33,10,28,21,23,37,1,32,43],"target":[4,5,6,7,7,8,8,9,9,10,12,12,12,13,13,13,14,14,14,14,15,15,15,16,16,16,16,17,17,17,18,18,18,19,19,19,19,20,20,20,20,20,21,21,21,22,22,22,22,22,22,23,23,23,24,24,24,24,24,25,25,25,25,25,25,26,26,26,26,26,26,27,27,27,27,27,27,28,28,28,28,28,29,29,29,29,29,29,29,30,30,30,30,30,30,30,31,31,31,31,31,31,31,32,32,32,32,32,32,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,35,35,35,35,35,35,35,35,35,36,36,36,36,36,37,37,37,37,37,37,37,37,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,42,42,42,42,42,42,42,42,42,44],"colour":["#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666","#666"]},"nodes":{"name":["adu_Aradu.AV6RW","adu_Aradu.E0LH8","adu_Aradu.JF3WA","adu_Aradu.R0IMB","car_03056.1","car_08943.1","car_19495.1","cca_02211","cca_04052","cca_05788","gma_03G097900","gma_07G124000","gma_07G238400","gma_10G041100","gma_13G128000","gma_14G033200","gma_17G035000","Lang_109346054","Lang_109352113","Lang_109355854","Lang_109359285","Lang_109362187","lja_2g3v3059790.1lja","lja_3g3v0642560.1lja","lja_4g3v2263980.1lja","mtr_1g069385","mtr_4g122270","mtr_5g090150","mtr_8g009900","pvu_003G116100","pvu_007G154300","pvu_008G199500","pvu_010G038400","tpr_gene17355","tpr_gene25402","van_01g01830.1","van_06g14500.1","van_08g06220.1","van_11g16300.1","vra_06g02600","vra_07g24530","vra_08g07810","vra_09g06430","Zjuj_107406488","Zjuj_107435072"],"group":["1309","1170","1305","1156","1156","1309","1305","1309","1305","1156","1170","1170","1305","1309","1309","1156","1305","1309","1170","1156","1156","1170","1156","1170","1305","1309","1305","1156","1170","1305","1309","1156","1170","1170","1305","1156","1309","1170","1305","1156","1305","1309","1170","1279","1279"],"nodesize":[" 6"," 8","10","10","10"," 9","10"," 6","10"," 9"," 9"," 1","10"," 9"," 9","10","10"," 5","10","10","10"," 9","10"," 8","10"," 9","10"," 8"," 9","10"," 9"," 9"," 9"," 9","10","10"," 6"," 9","10","10","10"," 6"," 9"," 1"," 1"]},"options":{"NodeID":"name","Group":"Group","colourScale":"d3.scaleOrdinal(d3.schemeCategory20);","fontSize":12,"fontFamily":"serif","clickTextSize":30,"linkDistance":50,"linkWidth":"function(d) { return Math.sqrt(d.value); }","charge":-10,"opacity":0.8,"zoom":true,"legend":false,"arrows":false,"nodesize":true,"radiusCalculation":" Math.sqrt(d.nodesize)+6","bounded":false,"opacityNoHover":0,"clickAction":null}},"evals":[],"jsHooks":[]}</script>
 </div>
 <div class="section level2">
 <h2 id="microsynteny-based-phylogeny-reconstruction">Microsynteny-based phylogeny reconstruction<a class="anchor" aria-label="anchor" href="#microsynteny-based-phylogeny-reconstruction"></a>
@@ -1055,7 +1055,7 @@ <h2 id="syntenet-as-a-synteny-detection-tool">
 <span><span class="op">)</span></span>
 <span></span>
 <span><span class="va">intra_syn</span> <span class="co"># see where the .collinearity file is</span></span>
-<span><span class="co">#&gt; [1] "/tmp/RtmpePn1rf/intra/Scerevisiae.collinearity"</span></span>
+<span><span class="co">#&gt; [1] "/tmp/RtmpSdV6E1/intra/Scerevisiae.collinearity"</span></span>
 <span></span>
 <span><span class="co"># Read .collinearity file</span></span>
 <span><span class="va">scerevisiae_syn</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/parse_collinearity.html">parse_collinearity</a></span><span class="op">(</span><span class="va">intra_syn</span><span class="op">)</span></span>
@@ -1088,7 +1088,7 @@ <h2 id="syntenet-as-a-synteny-detection-tool">
 <span><span class="va">intersyn</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/interspecies_synteny.html">interspecies_synteny</a></span><span class="op">(</span><span class="va">diamond_inter</span>, <span class="va">pdata</span><span class="op">$</span><span class="va">annotation</span><span class="op">)</span></span>
 <span></span>
 <span><span class="va">intersyn</span> <span class="co"># see where the .collinearity file is</span></span>
-<span><span class="co">#&gt; [1] "/tmp/RtmpePn1rf/inter/Olucimarinus_OspRCC809.collinearity"</span></span>
+<span><span class="co">#&gt; [1] "/tmp/RtmpSdV6E1/inter/Olucimarinus_OspRCC809.collinearity"</span></span>
 <span></span>
 <span><span class="co"># Read .collinearity file</span></span>
 <span><span class="va">ostreoccocus_syn</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/parse_collinearity.html">parse_collinearity</a></span><span class="op">(</span><span class="va">intersyn</span><span class="op">)</span></span>
@@ -1551,7 +1551,7 @@ <h2 class="unnumbered" id="session-information">Session information<a class="anc
 <span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
 <span><span class="co">#&gt; </span></span>
 <span><span class="co">#&gt; other attached packages:</span></span>
-<span><span class="co">#&gt; [1] ggtree_3.10.1    syntenet_1.5.1   BiocStyle_2.30.0</span></span>
+<span><span class="co">#&gt; [1] ggtree_3.10.1    syntenet_1.5.2   BiocStyle_2.30.0</span></span>
 <span><span class="co">#&gt; </span></span>
 <span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
 <span><span class="co">#&gt;   [1] bitops_1.0-7                rlang_1.1.3                </span></span>
diff --git a/articles/syntenet_files/figure-html/heatmap_filtered-1.png b/articles/syntenet_files/figure-html/heatmap_filtered-1.png
index 0e1b15e6533b1656d8addc4e9fa043105a5ea752..92c6762e6ebd30bc2b342876abd9b67bc1934d45 100644
GIT binary patch
literal 60910
zcmeEtXHb(-*KHE2A|;@pbV3slklsNgQlv>$>4JdtCcPzKNt7ZTq^Z=<r9&V@jiOZP
z9ilYpy@qmw<(==F`{&O6b!YC!z&tYv&&kO-`|Q2;TI)gH(bJ$l&wL&L08ndbLJa``
zvH$>p<N+l)@fAx@pB3>!ZmX>UC0>a?2WseW;^myD=6xRkfbIF&A24=y!yW+O1ZY83
zjRP{4CjwJ>OwtNB>Rv833jjw*HKc);Mo2|vMXpi`UPX{Z#+-M*)@2V)DSi_X@!}0-
zL{!v^H-+30FV07~w$;CRQvxB;Bsov5+de9}ZEERzy04dNFw$VE?%-$K+%o@-AHv;*
z^br>nD%xykm;!3W^ZXzEnmyH7@TX{ecwLG3|3UV$XBQrnBcCm7FBChJnp&<K&r{lH
z3NQ!x5GKH9LngG|Xi@l17W}~TZamM<q%(HuaN^wWH`<|kcAgRyp)CqrTJd~O`QdNF
z{BIKP=$(-OYpmb?Go#*I8yNA%-;=xD1}OhK&7?%2)$iAMv;+l6n*RQSu_1W?@1K`Z
zxflKoVW@QlpY-Rx+<0-U(BJ!b?f+-s|5=K&$oapIipb+t7>`z{AKm&no0>3xXr45`
zus%R}ygR0FdzH+OLjCafAxMfOMr-fGy+E5|Vu&+*sp?Z>F4u)A!Ls+z+{76OQV>Hp
z_nQd8d|w0qEX)s@S4&<2^bBrMcxM>Q;U)7S!-0$#*SS$=LH|)7&Ojg@p@dP@R1tOJ
z-EQ9TQvY)ney4!{kJ1A3vOmRH?1DN$G{CuSH23tYV~-O?JlXN`S6Ryo<AZB@n(;ik
z(!VpJWSj;0a_^en<6myat5{h!3Y{f?e&XGHEWdN-Yt2FZ_B^c7*{vPq`5=8zPUxz(
z0y(S(fzc-B_txLJ)CqD3^t5SF5Ys9FDo*|x-c+xW@Bi5(LQa_YUD!h3v#*Piu{t`q
zA5T%qPExLu;NOE{hzCmY$M4EuXrM<*li%WxEKN!#kd&|4sU(wV0GW2)({_$icL?mK
zI$nC5!2tI?FQ3e_({6?h2Y3KX^~V@NDS+oB`r9b$c)nDD<JB8XN0$R6&MI0q0itE^
zO;(}ZqR>NOglu^()N3bxpQeeVzJ7|W=gE7@)QL5{lAG>iwJZMo%=c7Dr?d07mZn^7
zE(YX(n%3b}Clw{h_Yb(HwOEh>8ZuB>6+eF@u};X^(d>OPOKGKL=pe)A@4h=g95qcn
zM69uhnM|1~q;iVQpuLjzJrhaYHj1_n)(Ia&?tKp+ZdOaAvMa6Yji?(+C6Uud!1}k5
zhczXgZ9|7Lz;L~#SULgv7u$@sq+`{LZ4RO7>PrI5?7-TbEqo=<C40Jk;SK){0lXV_
z0JpPKgPUNJfLk+IzY<>3m*LgD7(*<r_LXrK8pMJ>o?^ue$f7=K#!rWl1n7Ne&4@Ck
zs}tYt>%%S~U_T!ENLARe%--ccX|d3WqVxD{Ya{xC_MxAxTyfV8gfJX^UVcy*E3Mmh
zjdU<~m~(9hr&;SRPr4tJGWIIhl<h)DbbYe&%lc2eYjW7ghRUg5mP0(c(Bd|gviRH$
zh4|F|{65i@N&_Q)z$Z3#7m@V@n%E7JHnvAy>hYmW`!`e+da(c@3a?3E#^7^Ie-$&>
zb+JGS73F@dmjOrFtrtGkXb%|n&G2;;_xo9@{tPh{=O0s5>i+daBg{EthXQsVYiLIM
z_-?zm6bA7V)MQ?L#{qF!37z{!`mMJ=ZUx&QoH%tkAaStk)DdA!W7Ikzp|u!Omp|)q
zU#^~Noo@ZQ*vM?zWqeXU7xB;;hh^ssXQa4X^o**3XUZ#nnJ*kKlfK~sTn7IfTvw46
z*t_h>K22592{?gneG9L|cK~rK-=fEXAq^i+F5yZ;Zjo6y0K1E;L<t9?BzomW4sz=O
zs-fS4x$GhvmVi``R-_4~h`1R0N^&rc`E8)*A`s6&y=$%NuOWXr#n|2n7$iGM&hoew
zrBjr0!b7lKSi!9n*C^`dTHO0?%duD^k+Q2XFmzks&XQR*Ab`xSTtMHDpcXoJ3gqum
zl+w$Q6qEreNTRIUPx`ZtN(T}d)u88Jn09KmKSv^;n(fFq7g*kVsVM|Z5=Hs(O$zOS
zTAXvJwHBZ4AYB%BsN1gTwVVDFcL4;`1E*X32BowZ;sls^P$7c=%#GYjfZ^wqbc(l0
zXVu}sh(wZu9{s+;5YBL}4WN=lMoe6EeY^6E{)1(Tlf@l_FM1skH%N;rSBf{8koQj|
z+Tqsp^EQe5!QO0fBob7duD~Xi{d;ST2ejJAbLoTm^os0c?%ZLM?TEe4%?<K>2*q~_
z3~&cT_72Ohqj1=46x*@F`Ee~?N`D2h7r|uf=@uh$SUC3X`Cn=(9TX=F`_4fa-gWk$
z&8L2cDXl?d8_Jh;mQ;YN<QV;xD~&R5={d(TlYBfy`NQ%@f`!q^It81-O1Ec}L!Z=7
z9#JJ_pwM(JqR)Y%S5Dgxp9d{~L~_M%pNGJLIZ9`PR-P^)wtN)8-#ZCPnc?8URbM|b
zu&Wy*K2z&hG_jTwleqYKZSCrYvK388T-&cH{woBTlF=X7`x7g#d3+x-d+D-sp2R-#
z^Z%rb<9yZ!qxGwEiEk^6;wV|X!gG?Qz&adNe^2>l)OEASHkAk}B(0D>19xgN9fxT$
zSQU8*7kGv9B(1~UAU$cZgG+hlLY|%S%YA&cy8Hd&(h(fxlQi7(?GSS#1nqcVFD6ZQ
z)U2v&iTRy)uy3(jr{=t~X%RX|-t@%R-tBJPj`5=1;9&gY@oRTTH{h<<GpE$uOtRY-
zrOlmO5-)RAD<118xCx!Iqui;STQoM^?B|OHvdwo0Ue_~Qg4S9~N{@mcM)#{X*N%p+
z`EQ1?b_a*63o4+$beE3Em4wAUblX`vPOTYOKHi6#r0dUxl}Yq2UFLP4K9pYffO?h<
zaQ2emzM|K9n$uP^;Oz+3ylLuRF@SL3DnDP=)sLPO$0$Fs4a~uiJV67Qy|9Kjsq1y$
zC0K4x{k(+x6>|WkE0~y$^?R$IgF`IXW8ac-pc~nKb)L$EbAmJ-d-nZZ$l}a*Tad<r
zo$6sSl^MGpYSuIsYPsh}7-b_?LpQ{4lUhvaOaqp#ip6i`;7a#BcrlNeV=rNoa620`
zw$SCJFM%aNW#l59>OWgBk<;T^O|*KzNix=3QHIvgBjK+nwb$Nl`d=d`h~Ko}Xwi+@
zwMH)v>w{Hymrs$maNT%;pY!4JV)2IoKg07{<`yj|EpE+J9DA0P3mKw6EgYb*>ZtKm
zwv6XyW(O0NI!*e!Tvpu|1>vW}+dovFT;4eRvK8*NtD?Vq`kBG_#9d#vT?m#SARYZQ
z_uB&+F@c$<xT{nANHqQHStS{)kW=q)!hWm2*oOX3&FAe$Iem5`rh8)<g>E~9d1-?&
z!Li_nPxb+aoM3D~{^D>ug0{G3)Z!*7+nR^><kl?Hfb67Z^dWb{?pjIT7ft!W1mlQ-
zn#1ciNqN?^%6${-vqarJtx^oG*xx%2$oQIe7~nqUx!7v$(r<1sFBO{~Hl-QzmBYa`
zd&{1KUwv4_$+K%Sv_a-rXREwm^5DKIDI4REoaqi>_QSUP-RrwG#vJ}$t5U+;>MY9N
zXXaZFmxZ%bc0Hq~W9Qngk-6WVzZy<cHG30s_1JS@*U>QZQo}U$(884X&%Nn5`Eq}<
zq#O53_rja^W}CJz=WSx{t2VW)mLE1m&y0RM4Pm5*H-DBo%wm%{^(h(H%fq>4Z555O
z@J+G^6`qbhLr#^OqfQl!)<Q}&%f$$xZKvaR=~|fXH<K+mt_NgJ&y3xtvCtlmIE7}0
z8H-j;{g}#^-W+NT#MQW~4lI4`nh-|m>;y{{pYCnT7k7W~bY5yRZaMUK3k>S4E67&c
z3HH7}@IDKIp+jf4NxdIvA!$chxGWua+54K#jCM?h9|Rrv)B*O1`T7U9No*c&=ZEso
zy_Tfxy9(tlA{!?b#yeH!sS3}v5m@IF-wO<D*~=Ls9yu#P^JSCb;d&hWt8>I!yVB7%
zlsN^qZmY4)HlEkET*%DrT?%;8zRPc+WCqnR^Xl_LOD(T`d`cBO$V3DwK4D_zrJHLL
zzMt}U(vwh=Dw7yV!}92j%N{M2$`5ynv*+6{9gHfNluxBOgqH5fzg#vFeLNjH`f@L<
zU^BF2s2mdBlKaj5(W6I@iE{!;gFofelwJZmEUGIKrU;n`nET1)Pq;_p66S^0+mw^b
z?qB@e^m9L1B&|SmRohr8Gp0T&qxuh%`1O7_0Z!ueF>SdYx<ShNxk+-7srT-EMr95A
zzWE$#h&pgcCc<7Gt;Oi4STWoq3&gkJt@mjx_vA7^eRi7ak=hkr3`^lHT{N8?={#c+
zP*Iggy8?i9PR%(!3Pi@IVlcz?f%M@jS1Yxdz%IVj(#b4csF3c(NbFeOp+D02LQO~{
z<**(XU$@1p+9?XfmZIegf(h~}Mm1|cx*DmV><7(eSN(&5ZoXsD*kYe<k3}Pu+^oN(
z#AmacI;?fVantXU0Bi2X?i|Vu+Q*B}mn9r`N_$3jA!~xi>|R|{YUA{xJD&iaR%R{H
zm*dRanHzROzVBK)Cw6+TXK9Ja1r!UDpA=BFt~_^*U(jg=pe5g?zEeG0niqR%)fqt7
zp_>P^1+#{W6i@i#6<{26+!-$`h1MZ9RiIdb8kZ~ARZ7F(t2P+*ZVI%eJN&qWEk}Z}
z_uCM>SYfQfV!zz8_X2z;=k`gxCe`6!JiAS-MdlumHZPPLdyH)vkULRf80uNx=wh^L
zjV(HSd?(Xe+uMF_NPv6i=^xHUa55HggA{rrCvBp4Gh+3zW0H@GC&2Szivq;=1DDf*
zGu{!a4m~1*u?Wf+7{#PO{c?r7uc#118|S~|-%q1)CCSjweOwr$U=lmma$Xjk`Z`M=
zC=C>$hyjR@U}#FRcXfeT+PN+JhGL>m6N<7pta3UWa4zj3HE(M3ZV~|)aV2tpM$^Hm
zV4>-Wp_h{0X!yQSH9R=FAS+bb68E(j4N+R<iFgNSCH4S~K2i_;nI(f}rZotCW?Ab@
zy^47_M(W*6VAI<VCpqx9jE6lP9EhHVG`4$kR=Z_I^VTA7EK%405K$-v<;-Lw<k+*N
zgF9x*y161(+eUGkKd1Y)R$zg+mCpkVf~B`+s6!Je^&IQWrU1*6xtY}PY=%I^svs4L
zLAN`O1;({O9}73OXI~gQG;bfF7Y=C8%hpO-Jtq+bhJ6~w|F~%j`8-e0efKVz58~Tb
zW~I5Aws7S-3}`s3?boOqa;mrk{kmES#Hw?2f{Cw>F;<`%hRJ5f8m|OfCQR2Ynm6nS
zU`0#_TLSzi<cbD&(1u)ph%-Zf3+<UCQrTM72Bp5u@rW_&?8{0alweo`k}@99(UCOv
zl=3wzl=MbH?n)mL)^-WI;5!<?5a<5G7k3p~GP#7vNb^7$iL$)6I8J-47}~%Vkb3*h
zLfZCG7br&9_a`6ZkzB%U!1jIIuc1IU*7+8=FkJuAc+19XjhT^Vvi+-`KJHVcxD=B#
zM=80%=Wq`I6~bn}$Alot3Hm_`p7&`fI%cWu+aOmq-#J2zA4=Lxk8c@KIU5Q7W=V)g
zJnQs!yUZQJ){q|7#!Mye%L$|dSjO#;pu!R$1n%J3S-1^Zm*g0ZyX>WSY507-Sdzkv
z_kq$}AR!ek-)!<-KG1y^df<ux_JP~BPgCdt0Ni2qDvKi{E4&hBr(GOjkF~`8nlkxN
zT$t-Fo0NKWMHkAsYxN~&*NxG?F?TU=XU6{2Wap@-HfXewa795rpj&>44(Q~RBtG1P
zI7>oK8G1bGQ8a+^Jo<Z`4;QYmbAv8ST!(h>wMbVKI!{R(^T~`hIiIdzwc)eS(>gxT
z=d_my*n&8OO)c5|!MQl?{UE_Wgn5sa^<khZYMC84=v39^jt&1V``lef{q?f-<d2Q9
z4SPW+iF}5k7cF<vBx&*8{d&UOJ4xKXX;M`194NM6$IOX&SF7E<`|C-VDa|TqTz6(V
z)IRf=8ycfqm}>&Ne68BY?DTpK3Hx1=z3QIUjorMd)?~hPeR}K3nMiajsD-D@M}IfR
zh)gzT@t~z(*1f@vf3Hx~(EMK@WhNz;+b%m+tRTi?z8{a5GYyVlDC?uXhNj7AMp-F5
zZ~Hpb6k;=PF172}<?=o}bNlxPBsgKuHO$k}1^Nw<`|+x;?RodR#WB*Ou8Xe$q;tG8
z+3jZ&!M%bX{&2#+ccr<yFMiRJ-~CV>@+!&knW$N*L2+O(NQIYApP3IN=?`2(8HG((
zv*vkOeNSgu7Ag`gZhN2i&1S4<zExtE`FbSfZt}pq_mYc*v`kQPyM@_oYUFR`xpC<n
zUKw)rPz>TPj6HEWn4R=r;2=i==J^&5&O=H+uHYUGX(KpSwu^!~Hys>IB}IF^tPew7
zoy1Y>nZXy<l^}b&%-FS{$sF5ICfStzn>1g-1oqM<{WYAU|765POaf97tw2{taK9b(
zI5M@c(7KB^BI^@0W^_>tznGSuYy`XCpZ)mPXQf}-EwRG7e05;%y(+-3E%;|#igL{=
zy{P$O!UKFAR;Z{p7H~R2Sk){QyA^pBWxi7~K1&`H%87$(`GJQ|+(%`ERrHSEIF@R)
z&e5x~BZiE+(Lvu+!Z^%d>pX*>-n9#6v~Hx?*LEk!M|F-^lJoZu`|*}eHE`}^{EZqy
zGH{6GlwzN9y{Y=RzfmfPo5gbPaprNb0l{aQ(o=Zd8}b=<fD;}KQ~-)DtNvb!$^(d}
zkf(G~$apw!nHv+BfoU~KsKr54;Vw)FdBgAI^&O#KLZ#xYAAYm*&2h6HAzarLO0$P<
zHcP-&KrM?mv)y&t6Obc6C8}T&i1F&Q=%PjTSIH9a=P*k|cWNI@4GHipKa8&nWFoE)
zsW##w)reiD7whzS$Uw)9AlI9`E&JB6KA+en?;T~MfnAF)hgt(C?M1s&rZuPAMaM&?
zE2pL}2}Q?>b(oCZaz{h`KcYeIWPRfMgqVqsZ8=shBMDz8%rhA(DGA^lFGq$2NHRlC
zbT)YmCrH{qzjCU*l%#{(kRysdLC8|A36qEWiUH!`>^o%m57kE(y{x(g)`#QyQgpqS
zm<EJ-OCf*Hhes5h>STw&@uFszq74aN5b{e-Gs+dsJ`5h_7-k6&Oe)6=9NOZu5$3N`
zOjpq7hKrtuj!@N$mg<);>KC*oOKwopdsXU-?T+p=V7AqrBjui*Z9K|<_libl=W8aE
z06M85?KymcWx0jwvU5c^dxeG>2PX)lPZFE!R&(g-mbsF-J<Iharcr2<I6+K<@n()A
zJ8xNDuVCk&(}lXqjeDpaZ|s+Ybs=)ks7wEJ7RixNreW%R1u@j@2=*gpSJT-*sBTHJ
z`uN=4SjL_>)A7gS?$iXd=Z}wBJGbHwe`Hv9ECsQgAw{nmOG{B}%%m7WV9B~Tbm?<L
zdGbyvqV}btsfrXK(06Nxt>NSVkRf)OY3Y)aZu)sj4OQ~&*)#bQR$i3P%lQjC*T}E?
z^xO<z<1MYscu3Tph~HT&{=aENa(~j?Jqeg2A~C?4gvRY{7og(8J?eV8{h_iQciT~#
z`g51b^LHyIh5#)9Mv|(a;W9~)W}T{$7zY74Ua2`E*+v{yaF8B9SRH2b($|kW0uA72
zn#}o@GnDOBrD_ybOXLKj!=L<K@qlct_A9twy$;G5$=Yz1#$ImUPi$CPMBFG*`g%&_
zH_o;tKn0|ZP?c&0P)G{2n44LB@6<zi?)4ox3TYYMm5cbDa$d-QERqKI+zfY3jC&<A
z`fJ#UkmcOBzp1XZpwC-yy_>o%^r~<+pZkI6s2Mg8n*+rMCVpiIA*l$?lvl%Do$1b-
zPX~kpk_!%B!aTqNR~N4kx4fy$z!p;Z(kR?2p?0><U^%W<X%L@!H&@)+=}vy~Mn+@}
z(#JC-2*Y+=bYMcrZA?HZJikkf2DJLldomd)LxQdz3D=5W{EJv8yoABuN&aC3k?jXe
zcrfI9J>#oRV->c5bKvVr&Fam*h`3e?h7SwDFg8@kvkYAw&b{k3MyJg%%6xV}$L%o(
z009tAF_}<Xnp`Y#&(6H&Ly^7EmtdMf{;m&P*j=nHmfUHoqX;v2=o%^kHl9=*nnGb~
zu~Jz6u>k6Lo`JtQUgLaA?<RHs$x#hM5`Id6tWF7Fp+zb=&j1`nExf<vX(#A^F^SW)
zh6_K0S`LEV@R7oAH5_vk6-kiPCk0r>f`Nl5>}w*41;n$lHCGN^@}ijo3;{o3N3iC|
zH=f)Y3~&orEPZ*Xlue&SI)AR6c6>khkM!8D#GgM4SRZ93RN;Tw;htFD8hu9j@MaXG
z8BS?PLsCZ~%G-Mh;A%O4xetN;MT3o~c6*X4yV|{Qz;5D;NgTC2?@D<jSaU!s7Jsn5
zfqCO~^(X6vJaHG$8b9Ah^Wofy$i7VlDE<WbI4T(VCTvbh7(?@4HbH_ZK(Tb_c3*|Q
zSy&B~+m!Cii%{M;iMmnB3P`EU?U$aKnJXha-hD;2EegW1+?(U33NLRjzHk>>WNm8E
zI}WP!sZ@;){RDmSJPn)Y#%dIw`}%(?-G!tems!|KKLjt1moXWmK=zc(-?=g|`c-tv
zl>_zO4bg^knU|5B^Duu@M|mqVl4{I#kKoiGw9b$3jM4?Z=TUObRMV<CewJENk*T3@
z(74nf%eJIKC7ay;H<_T&db;fbSaa_&mDFTf`UIG7dlpt79*FzZGmEt}=971sOOqZQ
zm90DRjP&-e_UeE<4x$;o(o7{5bWq@Q{23byFX)>-Z>s0Qg=$dGSq|=T7qTYT3N^sV
zTsg}OxrbSRRqlvv4ib^uV|)7TqW-7}RS2R%D+mLsfBsd8z=Eg8JJ<xl-D;U(S41j0
z)epUBIMwG?NlJ7{H}^=g^rL=GC@Ia6r1w|>EDeuVn{q!_Ha8AxhW-n{wTF=IRT`+-
zGhI}!_<pQNO`r&Pn3ZqyyH!t~-{#!x;LzKXtCPZC0*@T)?qfLSIoH6DJ@4f3Kq|Z@
z{uH#tu)u9KF|Dj+zjxu(x2)rz7hwGkQ6VqAt<%GKmWw9#I>!&k;Iw%=Xs6TNQ`437
zWR8L`o2p;tSxk4n2@%Sv+nS3$U<9aln+rQnwx?MyfcW!TGm1j}fzJz008J(MT3)S$
zSO0*AJ$A?Gm>WCRdx)xe$pmR<IykH3J(*~EQLXlbMb=YJ8;9tXk<$KRqqGo_weRw+
zF1Z}@HcvD^Z-_0<?{``)^+t>(_mBV1K)5v`-L>$88hV(hP7V_V#1;ezAu@h?EZU~`
z!TJm*N;(M$7h7%$fIt0Ey1~zO90zF0?|pe@burD~wrp}=#|%T4nmO3*@^&%}%K^8p
z8JUcB3KWl9l9Hg3jl9jtXp<uyJMmQk`3CEXFUR^h5hU@Sa4ucy2Qf2?$6|G1p^J`l
zcOai{p${YpUNq`3^WH-zETOO|`9Agmbe#pSKvpAwl0ws=jA$UBv=KIvK4cT-E}&ot
zg=X|r@nSRQc4Gn5^6;57l~B34Q!1Vd;T-539jBCKNo{YlHl(H-db7sh^q>-b(Sd;>
zR9T1g!OK+_{*@xNzb&7P2(P-8y*rosEvYL0IP~5nx7s?6q#H{USZ`aNjXo?G_t4`H
zTJU$~T5s#$CCBRGu9gweLfsgwJg@QqToP-L26G?l@8(^QbtDNVSDtXNKJ=y8)pVl<
zSnIDu=g;2l+r4HPnLBwIP{tFHyai`N8k`uxOAAA|9$&O;v1waYv*-)EpqN4#<gOou
zCkr4+3K_dqEk}9u^y?6YZdhu-oK5z1eZK4M*~YX6)?vOC6~+M5qB;rin`e|CG4)uC
zUvJs@zs8FoyC;;J4tfjT!CMF$oC&nT>(xF!OljjoXt<3B9%UTX2^zyN-ir-rZttrt
zfH5HOZj7t}6-ARLIG%@8y;}=V{N6nq7kmh$Vk3!>&{OVH0lR#>t1DRNtrm6T#2SCY
zwtq^qb2OfLBym5}c{}xP&ZM+)Z>_6dF6(8z*fDsD;X&qjqu$s&eU8CA*qU)dXFSQv
zd^8+lXXln#9jF-B<#0KGX1%={gSdQ)aANGfW|1xmuu31aRv#CxxITcU8NR%4K6;u^
zv@5@Gwo`zKuXSgoSgXh_+pB-1BrvX#J>RPfhlagn9-HqCsFZ-w=4;fzw*yE6>@pii
zD9h4amK7wFoDYO*JZLd#hsSJda`mMj#3Y8KuU1h8cm!!KmYOB-PwLK0SZS_&6V^bW
zuaPhIbCA)X`X<?NOr|7Qcbw+1-k2gpSf4BlWw5sdy%BhR<LRgxwxAcoLL}o#cPDkC
zzDy))W>%HJ{_FA^=b9tO0$a$Miocv(!MSw;n05>G<N1gTweqmKv#w1&Vl>d30<Mcd
zf(r(Rvm25Q1F;+sP>xy@^?FQQrxWxA3Cv^2$>&KDzsOjr78{~kE{&L<Qh&`HJwDsy
z7vyIvVHl^U*G_^&25m~`ip%c<k6@yx&~7^5fO>2zbN^IA>P0tpaD}B_)J(X3f}e*=
z<>_Sgcr{EqJHfoATnimI0(G^{_d5TwW9$4c7lV}|k~3Y9IPj%~5Zjs6GHf7}eUu-8
z?8+|?*G90`$M*|GLf?2NY=@9}(#Bcu%3yh+jVTLKF0s^i2E{FEmUBBpn#wXQChoVT
z-ooX^bSmDzVXfeHm+U&xzQa77Vcq{a_DxmL0AUin^o+Xh?ojbvOq}Ub)ZWhS&A3qW
zBx^_Rok@m?M|LLi8pXERJSbf>_<&JGO^2_R5u6+FigG{f^<ka7wxLXhHmT@yq(#-;
z>ieg+bax%$Jx7{T8?^_X?x9MM(*WT}+{D2roRr@=F|jc;{H2*|aUZ7l0a_6D2hC|s
zc#4UojT+lN9&(1hc&2abdDn35PfA{|9Gr1ZTPftwFi*ezI^tC1P3J9RJ}!kfs@aST
z2hXgtvrgrN_uTI|Qtp#_>J04ab?KkQ=6{fNk3GYa0d1}drs%cD900xYDp9IM5r^f6
zw#1lMH4A&4`nYs7tf6rz*FKr#cm?-$%1i`E)UnG(C$+2<oc=7;S-tQgi{?+i!ple1
z`0Vl(Q@=5Axl>?^LhrMoI|p)_uZPdtDtM>&m?O}U4*0c0-8aUIG|oIEdOKu`sNEFo
z!^vs`FUL{%lY6REsEsO99<d|=)@O~&9xws7kO5O9IB1GQFD4vRMsAgs)l&N3Qb%J>
zlAOK+2u;V0!Sqk8ZtJ8eJ36T3i0|C*-Cx$2L1j{p>xNvZiMsqgh!mXLB$0G%<*t-4
zJE%k%kg@OmOT>myeJp9(r81_K-c1LezJzVWa-c$xyOuv2rLvRyAg(lu>K0R7-0GKN
zLE+qdEu^ya^<{r%faef9i|fTQ4H&hvVl8P*UVQBCBfQD+FFcPQ1<?WEa=ePjElbz1
z2rh?2q(nl))|Zes7EhoR+h-}Q=rEf+i^}4*jvzTWq?v5^%DxTLXj9tP6~c-|ngOJO
zU;rsUs4S9y3G?kep)d+G%oe4PChuClY27+jcK&;tOdIjTiL$ggxuUThK@F>gmFYXY
zh*v=%zxA{1^#y>qwTfd>E_p`%Y0F-wUbwcVYtlV694WoUNT2hJ);XsWj8EKtq)`yc
z=7C;(^|$wKVdqoV0X9`+v&Hdf&D#BOupO=?SF^rJ?RJ{tc8?9MR80dylyFzq-&VWD
zZXdlT->LjIjp=pBeg<1(IAGO49z`)R)Nwc_WKP^EST%#{wQ3;2wmCSr7MVNY)gz<W
zSlAgqi7<bqfgHgD{oZZxxKMz(2a^lD+Y#pZ{!Z)iyjqKYO?Um_BVQ*BAg~dXQJ**B
zu<An#@SbpKxRh{}WLR;j#SsU2adK$@5S*a|OO0c*eYO({Yav;4`o1axWuJ~j+*nJj
z4wYZ0hu}kkqJx%52%zV537iwqnUp7~<04a5rQKg-7*uCFQB6c_{u}bU^vCg_=KsRe
z@X}kP=3L$%8Gn%5IGL%u(@TrZpVjT>_+a+r3bqvbYFi9qqmY#PW}fG#&jOLUW;-jF
zjax`$Sbl!1DK;84ZeR>*9hjr5s--1yB=O*l_!!NqOX|(l)%O~DJ>Wku|L)(?j?Sm&
zb}Hsz0X+v-MLTA9#$2nI;K-dtJ1?^Utl|b^%ip(XT0^=%82*$xeL-2P3}mHZoqV$@
zjS|6Wj<Og|Jiz<m^NiIMJ&2uv8mi+pmH?+hXuV{XlND}J(_!3(%71BwnmzAudCjU3
zpIhcKpUnI_ITHrodWnp8G+_15yY5}YXJV`1zHqXJP!EXuXBv_e#$gBHHNEy}L{q~+
z7bF7P=e&$g|C)lPyJu{7N?8#>c~9oH(8h`U&eFHT-$>usQ1P0}bSjY?dipo6!qwpo
z*rmdmx5901IH&{Qx#<ewp4rJOTkn%W325#kfNYCu!_;ry?!vzAz^<w-bWP4!eP7!9
z0hRqGCOa7o3I|Pg3}2+v?#)S`*Ne|h{)^~VgI--0HeV70C}z*eJ!lo8Dq@cxlh)+z
z#Clme%T#%}AO9eqU47)8p#;wcZ6Uzb?QrxXrK^)&zbp}3n|;+Mw)j?T-+~ueg+_X7
z0uRdNFAioH5`cQ{HQ*kNKE*xi7r;(KUsb0w=jncBDXR*7^=tZ!oWrw2PFFo(+OTx^
z0^9ccWUvi~jT=4^8wTYJW2^`c>Y$L$K{NDgJ#F09_gM93axO}ux@EZZmxW>&vcRLN
zv!eZuHO;c5yX=(F(Un`?OG}bh>uzPP%+r6EcmRq1Y$Hf;z`vB_I2c1|AdvW4PGuDj
zt(gnt_p&uPxU>wd|I$dvm2{_rH7IO5Zy_)Tu$D+pu<BPIqbi(19S@PuTA4T!Fir<v
ziv{l=`6hZ6lfx5w?eqpPXxJyCaDbJm=U6;X&0j7?*VS6Hy%U~;z^}OVcWI~R-M+_`
zYHD}-wmN%pExuY2r8f}?OY>cHU?^0wbUd}1{-rO$jpKRDkrNg(wX7&CT<@k8KkD!&
zb(p$2g2G9|q`D5bV6DADjLS+Gy%CkU!E%1@E(aPi%<bclhMlGa%GX`wC+A&LYV}E!
zFJx%gC$4FlOtAEAK7>rUIWT&XC*j4g>TbKmSzvr}br|!yvf%s!M$gOO67qdLRkz#m
zlJ0*_kkddde+9|<3!0dXn(B<3q}N5uj8?_)@2WAvV%~mQMLyE&j`%*e+Ge@{d-*R!
zV2r&gcDO@@d-Ss;e1O|_FNdBL!*Y-2n)b0gWM`+#csICVM{gx=lo^1@8fDRKFVA1O
z-$(>Bhku>Ix*-Q4Xr`)7&5@>KI5+aB0nmrUuD!<&Vh^xA*t?^TPR(qT@P-i2^I`{M
z=b)T&EL;Q|ljcC^o&6$Xk5`n2*0js1hmA5x$eBUc9R28PfI-M6lZqaxKbN}bsi-HX
z*blRut*csw`WG{ciFP}!_=|qRzhu*;M0@)|%=#HbC3U-Swj8@4RXb%-5d9ZX+F@k<
zqnv3;&_gRuQMqhI?~iNckH4X7Rnu-^gZtFtb4`-}980Z<$3kL<yG`;0N5ELY4pnf^
znNynn59yHWE-xocOG;BTTE}%gg@}9so*J|SUaj6I-@An6rQE_l4&-!dUz*OJ_H!AY
zdP>E#TOu0YPdk5PJ6XTj>_0@^+8@4F#=_`V(h;|mO^dy<HFe)7ILtcC+{$;t?~HuY
zjTM`$T^ex7ofuNcl73y2iQ4mV@eMDnOdF{S$2g=9ya)+RbC?fMY;AkIHE&Qlxu)Oj
zJ-xC0QdxSnG5!lPGxOrUPe0FNsiee9+*k%2&Z)1jmKXa4Do>8${SSlp@!Ur6DgLCm
zJl-pTS|p?>X^TJtS@V<7Mm!effb>>qGGzT*jarrp(RD`%7R`7)Db;vI0=sy5JgNU)
z@s?&Mz>hqPDx^4gBF>cUuP1Tw=}Y2b%5Pk(u+I$jA-ZjikP4(Uq!=oTp7b)U;|Krj
z-}Yh`6#H#Xtzj==2MY%Rm+=Fnj(<?`V)O*kqFSHM>AX7J9>-(H52`vGlG1v8hdp21
z$*#Ev)BEJ_D2+>USVddXkuq#mp-zC(rQwVFq!pC1wH$1Tx#u3ao0Sc|>EMi`2vJTF
zon)uLoVy@Z=uhX#RFTn^;!7meBp3RAH_#2c$p9HTYml@!wXE;}8<{C!5BOXf<qz=W
z7uyU>+&AA+vzZXttx52cqWN2sf~^3G0M}PpQ<O~%0m|zZ_*rZk^p(x|_51jYNq?hw
zzKr>N`{r}3L%gen`?3}6#0d-nCUr@J{EH0M93blra!LIKMsPQ{3rv5|$>WT`lWj6B
zYhJ)=BSeAv<wpK$cr82$N(8Fo!Hsu?q*`V^^99tC?JHLhjS_pVcwt<i+#9OUm0Zi{
zgukpp%zbPrZobT(NZ!$4{Sma&TQC<mx6ufTQS%<4{FkpIuM_ABs8(y~^uFCGAg<V7
zTI}Ptl2fR>nATVVs-q@~?OU)U_$yHatl$G<#}nJ6j!11Q>lSy*ctCk)-R_%pW1C`&
ziJW_KmfbdsOBZaoy!gKw+wAmb_w=9KGT9N)Cpy6D6=v?ECcCi5sE$226VvdJ-lz%1
zKVs`Bb^ngS&5(UegX+iwd>(Fj9Wd`tG)ozq6@yiW%wnmLJ$1BTU|S0yyVxu06N=Qm
z4$wuG#f6DN)8A7mr3FlV9Z>jPwkMNkjayRQ=Y(1t4NOYorbrNREi!aN$HZd)^H3#z
z*Td3eFTln@kid#haS8>Cz1TfQjZYf?4EfWel4n3kpFf8$!J^?UdB-XO75|kE`AH4V
z!E*B5NgukI3ATmy+y3<X;Y7AKuVD;g3#Mye(I_P4_v=bhVGoG9oz<!UUtwl#nXrhK
zfaReqO7T?CvM&aZJKS1nT((c#N?S>wC*${_ixI+wq}*FEdhPAVCF>eqVh4JNX;>NY
z4J0v@)*-cZ1f8i2EW=a*yx`PQ>6;cV4`wqyXyneKpmdF+L+}=cp{bqT+LARHI{1Lu
zO0!(4N850VOy)K*DhGgna+7hBn)lKUD7A*zUhz4Ab6Q_i(tvYiQz>Pw^=8~zdDR=-
zE*!;B9-WA8aD{eOhr=l2$DvVkMbcRo(b}-%-a|25VRaK5!Xg@QTCkHMpmj=2wePBv
zqkA`9s29Weg(;9tO>`(S&R(7)B&F$G-^FWMv5Rju|HDo$EfUd5=bSFLAuAvRt*4@a
z2>G~l=isJm9iJ~}*+QBw)i0L<Vw?K+5Cx1N%7X=@?~I`wNwNXT`cX}0(Uc!)3XW44
zfN?o}L>Y$~`i2Q#QZ(%wU%cT64b%2+Urue&S;~GJUu6)_$)}QTIRBp6i!CUse(ngF
z#LtngKKrt8jHNoEW$S04Qy}a58Iplq>OMm<NeVKHBN7AI8W#R3B>rGIn9H~D17GU|
zyLo$t_n~R^VMD<Wvs&9mSBRaoGi%Y*%<o>J%Pl#%PWq~Z=E^x|@$Nh4ni%cRi&ZYB
zj@PCm48FAH&1c&#BgV2xrbs5c+71|teWd0*<~zNmMEE0W&8s$r(P)M`6Azv7XCZv+
zCbpYzC{QXa%{&9*H*+Zhz#DmeoZ!dJC8`Ie4^foruuxbHoR;1nqL^Kuyq3kjg=_&H
zJU$-@^?dxNXZOlHqV_x&R}dOxf<CCXEDn8o8xRZzhq%vu109Y!p%-C)fn~sb{4SE*
zUN1L{{Tn}03)c99TdLMF!Ti)U@^~QfiTt+#N-!YM+)O2t632QoYJK#*dZ3o`=TA^&
z9|Zd1X0pMRTaEUSb|nes<y|=^l%Ch(Fb<q-{OC^)LQQF|W^0q`Jckc~hkAt(7iq0Y
zS0Am*i!TibsL4-C3VLC9oeoy}vmIiOQaq+t{@Z@H_jz|>cHh;KN!8kOe@ZqA?qA<z
z9(z+|5uNrDHpP&wFRDKl^Wob7k1rpKDxrj#P}wiK=62_Fs@MBTy*texO109TXpst4
zR0_X8aB|J9yA^3nQ`3J)?+Q+mRH2akwPb7ivu&tgK3uQ8nWg^<#Bi6@s3x>2bfwzT
z7yC!bxg?sN6pALdk9q4y^KGngtfuU;e%Y6%iNdJuOxg^K#}vG}@*`{%10U`c=Dr<C
zPvQ?GO;xpz=+N%-Cf&am)Q_&UCpxi9N3%kEOhny2SoQ1Y1f6jMm-EcsS}Z19dd1Pt
zFqwzk;i6otJaT_{J^8=9-is7n`dvlma88eh#}R~H-AJhW7j3u<nB&(PFzjY-L;#l%
zg}n3q*fvCkFA{7O-;Z3@&WUzjCWwQv88>yTYH7WcSO9)}n3C73q`tH|zW<?GbEnhD
zSk<Fe$@cY3f=8Yt@Ed*W$r@0IqzrN>A_U(H5|$t;LJGMnk+`eV*8m}MNe1mqVC!UR
z04;zb?+|cGYN4Au2*3S019CX3MGU2XwxJa7B@XwTNoL%Pl6{X>*_RH$`txe#j4W%T
z#~Q?i3fFDFJ1{JBGdJ%3&5(2cVqWtf&g1>DW~h$#E9u&yw1Ny8VVRWl#1`>4eX2GY
zwh&N-9G`7R_EYIIFz8s3j;FPSiPq78t0%;E+${02sLolezft<ueL3Neb67i^?|~vD
z`qR~Q8Ji*FIZe~9$g$s43)>khMLeUQgDLl?s>2}QdbiK9=)TOd1)jThbM4qF<hLhT
z8l<4w0xyh~mh+sWlUzC_#xxl5wL4f`%*o7w%Tw9Q@-WmSlMK4PmyVq_=5t};D?6Z|
zXDEv{9!RHf1z6l7)gfvwpN1Gdj2$BZD@Ldg-;>>RBlJ{P(iL71nuAO_H@;Y=3Xyts
zHHYYq$B1yL6WlLkd~1_mSqd04p;(;lcy&g|`8vq_jNAlxnXgD2dv6VHy5R>V)=b}?
zox^pIAoqloI;n*oAco)F>*Pw3c?_?vyN6TN(Z)j0S8>5WU-KG7YDQ@fsauWWh2=?`
zQ%gxb{i;`*fu46*++qL)xf%+;KW;$wua4O`%_Ye3YM!paDO{ISK$=H=2Xk3Ac^`kG
zXZ!fx4&r^21aizLd>~V#t~9|Sn#9;@>ArEqR5nDtkJ>QYxPnLP_TPHFXF=_%YyV_P
z2*yF5(5*;wbZ-Azg}j)-h|i;trNt~9sY3ZL!|<^IVpMq0)oG|`&DeDW2f8;n%E*go
z^+NxH(xh!k*UXXNa%~?%7U$-wJFqE^GTG|F5r5pNr-{s@Mf4bOO>e2(VKyYmA1olm
z+0|YB6HOceXG8N_30{n*>di@Wgne3E9xLhEb(o`v4+WhRd^_>T(-5BiHW1*Gu>0oN
zB7yki&Fw$6MaytO2fesH_w+^O)_l-VGEdF7i$vA(EMDS`4LjYDPR;~|GIrs2+@<vk
z^%Kmy{y#oGRa$z<v-3%=B~_*@=u9k6T67#+tTFHi7nKTb9td@vKkAp~zlHK&);k<?
zJC@}*RyIYqifqmg#qND9T2~O(y{M+9#ugqE-`{YlMWxnJ3^w3*GX7-0Io$Jf;O@8j
zZ{$qMQe0i-{i1()S|V2!FHZ62>B?T7ilNE!C1N{_UVj(1cSBI>&(oNOd(?n6Qg>2D
zk{m4M`o(o^o0JpZQqS}|fuTfMyZvw1JW)gKDSRF6Ot@%6v+j&%#xvSz*wjA{U3%uq
z87C)2q>h09hHJW5pGLVF1F$BsqETcTJ|Cds=^=;~_B7`>yjNWS3x+BDeteFP<gd!g
zR)vT|8^Or1ud#2P#uSNUimQzge%RPi8_%Y+=JcKskWMt5_-pWJy}s}d=ULpy{mjA#
z%A#UPR63WMKG^boHtbAG$Nf#f9?a`ss>2j33ZKenYq#$p$D3~L%}e49Y(dqRu%S4_
zPxV1im-ddj;RG+18oTPdD4G7Sbi$4XsPfJ`Od5CsxTf#R1e^jnNCpZMH(m1|prDu;
z)c1JbC4+oSWAsRvbG(Qe&JU-h`(T3Tj$i=`K;{gCL93Q94OpaMvukfP5pBbS3Xeyb
zbt|Q_?8-=%saP)@NyJV0w^}Gv!AaoHmzs!*FQ4Q;c%{_4sfABd-nFCKrxI)Q<*E?6
ze(4@j)42>p3wRosGz0OsApnJJ%0fNe*ismaQ9};G;#29b?Nl{vxlzLoY@m1gO#F6!
zFG`&B<$seNE10z=jK0*Q6-)R^a`YFk8ve$sQO6<m)ZhTJ;S9~}>ly4sNjon-;=vLl
zp?5*701W@ZhCq&M&c*^yGP2eTa<X`|7+(KN+soA<Mdi&f?%qvf=UAQ-`E`E?$7)c+
zia$v(usqkV5dnt8isG)0nqKtkP+N3u5fm<{8D`R&6_2i;<_r#b7v1PTv$#XhmO%-1
z=>I-ApUsn#OY=p4J#)fV^&ZwOC0+pzmc9=Kd)|*G78M>xjvR63I+I(hTPeP^L+Rgj
zdvT9t*V7o=IzhD^N-{M0=f26*o(*(qP0xl3;yDr%4gpn#^Lx+v{gi9iA$$ppQi6X%
zR8!uc9Mkjl?g*QcNUmPI7rXE6teW7xwyJ8Ki;?)_uDZ0=R&5bEsIfsqB%lqiu$tfC
z*dz%WW&0sdIZk46z6nX0KTdK)O7u$Iv{?}J)X_@l?sE!+elq+~SR~*3<l&zl^o4(z
z`!R{|V4#}&aVy#Ok00ZQLB86z@V?A;DjZqbQOfM(Rw-@72U)J{L*n`>Ehl92bHDMU
zG3<l6<JW9&wi>)>$iH2D?O$;4!<Kpv3y9X##Skvx=Wvya-=E(y_6Bl%e=}}tJF~px
zGq$VS9!qk!A2sCO_{^QvsCUMPU5smbG)niDk+62Rr;?YhyThxmOA6WbOAjsvu<rBK
zl>cxcQ31v1ch`~3<pl+sBv}gW5PHVnrvPLCXqkl}Nqn`je`3JO-+nbt<dN)vIqA`>
z(ZHdXi)W(SKd7xRsToqwM!L$YEIH%@NkYOfnqCRdEMFyO^F@#j?B>L`{dhgT>snbA
zR427|i{R7vm`GIeW#<`Vc;t&z8(gQD%w^{qp>+GxI5t|N-d!ogjg4uno{8@uKc-%u
zbeO&V+%V@#dYVuj)jFjo-G)D>!tP@{??O$6Re?1NNT1$6;$gTNIV>7h1#c(`nPA1A
zR{78W@H5%@aXQs7{^Zq-S7H~ExFo@<<YZLChLX393$H43-g3EmC*Q+<dFUMiG;sdv
z$;I!Y#xEe8w2-bFEYJ_<$gaFg`l`sRMF)8T;A$8r5T>jAx-tC0*<RVf9`2Ln^CR6^
zgQG5)nKRgf<r)>LFcJ&hCf+zD+4S>GDFNu5<+s){p)2{8zJDz~J74;6Pi*N_5>KH~
zr2Q=)X#aTu#w1qs`9USLpn?MLm$2Ami?y408hnA<_K$nE)k6>Q=WJ~y5HKtOMFyJ}
z3jtN3dk-ya(Bm5dSTd|{gPnQZaEg_MQSa-8jB4e^nGj{APyXo^#k2u1N+=CLBX^|+
zE(e9x(AFpYjB8q=_i(*Hr#jS9zzAFA_O8_D#7z0~v-|0i`sMC62SAGFT-NlDU+d^J
z$|($()5^+))?UHZ`0mUB6$-WrfJ+5I!SttWFruJbhF5+(I^;fTLKY$~cvktEx2CY^
zNRCbhWSotCRih}UIy`A4c3(`TU!5RIuhP55sa`l?aK{1cd1K;zB;wpuK0WZ)vdNh1
z#nl?D9<Fe@7$$*=z9G{0(&e_9#Bt(2%?Kbsss>;?$I&NG)g-;i<qRLYk7Hp<<DlpE
z&E}qr*w@F0`tB5fb6&{s^@3+sbXFAH9VQOQuq^N-sHZQ#Gb)tRP^Bc{utl!sxo11V
zpjs3RoFy?lR<#MnyP?Lde237~!+fEbQp7otE!wfh1s9o>BG8}mnLBxSPVD2-C+w#S
zw9<;S<2s~p|J-DWy4zbw@TZi5T~1K(OCtMp7q&EJsoCTl!mtsE$-X?`s{p>PoJuM9
zaA@q!)3EKIuj2<TWO8=|$mT1*39FcUmQ8+hQi}cYVWPwPC!C?*8#$y9V-ks`qpjMd
z*cFje(QL8@7SD02D3_|VuFG5#PoeX8rl{ry=`6|i7gzlH+G9=0DVY3|(ca^}-;4jx
zU0E0Lm1N|$$XD@+r~tFuGscP~(ef{y6yJ6oS4#(4)D49o%-Fw*7u;c;iIWV=)K<JG
zA7S>2aa6k-P?LDw+WpSlZG0b;b;YDa-f2umdr>%t5z)0oQA?(L)2-iik_Yk`i2Kw4
zi7b)#8Zl4rhkw14kp>(ev$saO-M!>V`Uhkf?i?bp)1Po(Te*IkoQ&P`{U}niX8O|&
z<^%<ZZ^b%=vUKv7WI$Jdy%FTIjB~Yhg0j|<KczfW@Pq|<5@^dBe?;Fc>25cb(V5XR
z^?9Ble5x&3r^nH$uH2-iSVZ=Zk<K`;5^UA``k^IW%o$$Z!GkY{S%Y)f#;%x@n;ZiI
zMB_m7r@40g`8y46R>k+P%Nk{8y@?Bh$i60fW6cFRp@L;IBxrZ>^F1yuA98Pb!&qWP
z-t_(E!MxxvmpbD16APykwdX=CQ|;pm_^%`8ri1FoQY=ZRcb(jh9wXi?E4z6on2Q7D
zqJ7I&gHtJbYoQ87kBW=J{5JRAEw-p}`>qs?3ZnP8NBp&%-*LzaxyhstYchAQaz&uk
zu>8olXl>-TLJWBmFjafzTC+{!p)7lb8fm~hJ#bP02X!L4{Q4bCb1NATT5M~g0(DyM
z=*-iNLqYI$HqOnl$zj{(&kZXJxK9y~W1Qv&5JK0Kk(#>VNo-5~9*^E_biI4&`kyj}
zI$yw0zUd&*5$<@A0Ey05LN!O6h~O{SoCC`e*eY1WBA6Q6+lBX~Hku`pzM=`S3;U(j
z%9}gLYGtC_xL2^lxo*sI+|FlDxI7E&dk6l|UZ@)us2RD`0?j=R&=_suFQt8S$B}s>
z^tk86;iwzB=x<YJc!`k#h`fa@C?pHYlhRH0`w@sgj2HLm3xa@Cjps3$gQvHJl|DI+
z6`nq=R)+m(@Q_GAo*R5~)Lo^MT$z8(?ZZi8i{)u_wem~N6@#@m78B;Z^4i)PK-(FQ
zxFv+atcJ<(@7Vu?2jh!~q(!=y4}LmloXJUYC2??zB{2|E*R16vPy?Y7>B>va`a$8=
zuaZsatjEbG87x!NPZ3NnaD|T{$A6yD`dz<egR*;yg7Q<%PA|*V;Xz;DSl&&%9^VOO
zIXPyJf%`=jU|kXaxjIyM<5el`KFLPK18?~~XS@b>(&_a3dBUjff4+Lr;1$WNTTMOQ
z%U8GW8rINIOzKSE7-Vl)scb5D?wo+Wj&My}5`E-hTd8V$acA>!^cuYrhZQhPYsQeB
z^n^K}wiCmaxTr_Qt}|q*N}3qU56aogtGqi~%N0?JE(miyKdyS@Z_B&x3(2oTnDjw9
zcnl-9Nm9U0tj}Pr@DWtUIjq~I-I{bilYgXLse71Xjf4VWaZwOrJ<Z;E{&q2n0+xM8
z`O006nrcuuAd4NT7wt1NQ>)Uaddv^sLG~0MsKn-BFJaaDH~H%9xGKmz8Nk<9_|?x(
z>5+QS@`0+m3pQE$2eS1^Q$@Rzu0TNO0+6|3`#}1A^{DeIm-g)hX~Ebm3Re<~;Yf_%
zXqn)hWCgXe)~G+N3jUHR=2U9EvpN(Y##}rp(Y)AySv>t~Pd!`AOz&$)A7@oGmu+tO
zYjagnmiCT3ufr$PeZ3{ovAKDdT3mVyI&5vG$mfX;N=~7wL}H72FH(Gm9C^bZ{bALe
za7IzZ{{g5)gWk51_nL!!#`cmD<0O@Jxvb1pWLH{1%Vdg@W^D12VSk^VB08$OAXYBj
z5$HNVIVeo&>^;n1m2+eM7#h=UiJS^`1TSzrg8_dI{H(j!KPEe%z`e3|d&Zs>v|BEO
z<`RQ!T=`iu&Sks3nR&70XRw{1gwjg5(u%dwon1QH#H|~GRTuUd#d_|<IiaSq^$271
zAF7fX4y|*fi-Y4nA%<eB<b@D-7xtX)6eM7rJKxJ~tW7iET0TwD1!_*+JW`6wz5SmV
z-ND}=O2u|inA4}n?!q=2_*Uq536Cn{wMY0J-14@0uFuj;+lrbF^zpq$_vGi^ZbXvv
z`W}_<kkySD{|>&%K(Up1N89cQo4X`cg}U-GmjXNl!!<w5Pw?yzuHtpEpK!T1LK_Z!
zjE>(KKixvw>~xGDAh9C2NA0mp{R`FQW)d9`zB^;DE;pkUHn21AdzKS(H~s>gXzOgy
z320x`MhF5xQ>_yohlzMXRhxa0=f0C8&P|_WQI6g`iaFu}_gg|q%lPu`HSlG|t5C?=
zqd6W3?8tajMQ~+4vS16AiR4^&!j<eYz?I<qhH1s{p`?&WCv3MNM?Qn<Pz}t-d;T=9
ztm_+237&c!8fomPzFKu;-pC&~v1>AYS7qJYnHEUoC2F+|_5UqgajYi1f&={6LX|Yj
zPtyhV^8BJMcdv*mfR!R7GW8o9q)<-Gt(ymQm&EBlph;|iY#0@dai?t(c3UIM$Q)(m
zjOZLAS|7Kjgc`o^Kz=o`)ZEzQTsOdHRjU+~bs0E?@{0X0y52e}$~Wp7o&W|#T1812
z%AmUu9g#*!rA3LMrJDhRK}Dov2o(@%grRFt6a)mNnIYy!Djg0z@ZE&Z^S<v|-&*{^
zS}=28cU|Y4efHjGeYZTXiwDP9<FOro-srE<<X|g0;z~y(<03SRz@af|@vGp<;aiZs
z`ha@N`g@HpC=?K+xjpJXmH9eLR`2%{gz{Jp-z+T51WjBsrJU_ZOBwKGQtf#^-xzVh
zNP&kGcuTb=ORG4PS?sf){^+W6D2=hybs?!+jYau8`KwoU6}GNTgsDq3<!szR{7*CZ
zTM6tky`ZuN1u~bhd29!?d>GuJu9s!U^t4?!7#(?n2&)6w#(LG1I!}TGDv+jq#9Y5h
z5alB!HsK+?qJn5gvqiEuGh~Sd_M1fM4Sxxjk=R>S&05pjD3po)rgU7NNQRIbzi;10
z@0FJb$(l&Y%K$O`9-QMw;&LV1Ft7V;Zca+kWxCYHd+voXdJK8IbeGnqLj-)&tw6JP
zJ5<cQt)%v~k(Q7C)-RgaLU(Qtj+!grE#4SA9T&04J;x2aZz3Buef&8YM{aSjKzp5`
zXWsS=r89?h3V6J!e0alD1ZwH<ZqL)jvZ?dZimUZQ;#uM)qDbWR(MIHb3g_EGeu}2S
z{X?7ZiYBgD$rG7I&sIfn+&UqfbkoIry#V3vi)#C7rczsB&=DC_74hZcnb|;ASs@`%
zIf@w-N+r$HqhBwV&bHX78T+?sN39NebUQPKGuFbC*dS~<ix_<MOc;_Z*8Zd}J=>}J
zC_vh=y34QpqARw_=8{zqnjc87<Jw|al>=|Ir?W)?-(=W!j9NrlF{2JH%lQVI(%(@Q
zyC35WsVM8C*zFxAyr2C*0(7d4w~C?4r`Y?ONiWYZ#eEK@kbR%6o%n5HdgRlu-vzuH
z&yK@k&yY8_J8Y#_xcD)J`?-q9=1NLe=!W(#*9ZUNvHHW>0WRWVciJ7yIMnGpN|cwF
z-zeep7~KGeg6N?9xt=9dAruSg8}u$&O;KkcO&Wwu*nT9Q_r3vIW2#Gc*W|T_6`#h{
zlOp$9F&Q<AYWh>Uzt}=y6#?l6-E4X45Sq{x%Di<0GpLBBegy<G3S-DMG-E?6b948u
z{&0Z@Aw}f_DFq=+(DIzMgJ_`{aY<m29Ay={PF-8wOOQUJl$$}%m5EFfo@a7MxBmDg
z7IV8v?p)RAxq5PnTcpdSSKP%)1v%Jw!;9TuV}s37ED$pW|3DKaaMvk>sJ}1K8ZNWA
zp0`KkP1@8WL+)Yz%cD;OV?en~VZ?V{L2{ze$!C{7)9sA38MOSKDFKCcRmg$%IFo7W
zpBvqli&g_p()5;qKfuTWZt~(T2P3shtIv;@k`)kHVWA&beCt<SBW>5Xp0>F0lm=V}
zk)leJKqC8ZN-l3+L0&04BP%Yn_&d8Kme;7A@t>6$HuaxVS@x$TR`@y1@@YO|5)Px5
zi|J`Q1Rs#eTA}ss71eh46>fKpmBmV9EM|cWbbq-<m(V$v(BJ*q_x*jVx$ex;;d99O
zCl*!;y@dx2TY-1`Gea$X+=RCtuLt(#?}QAD7nJQs_ca~*ONo8#zcBE~T93$ro5np*
znvaoGJISMYH40wNMn-bJ1X$D&A9coLS&}7A2gj?$AGdjsdvb5K8e~NA95LB1Xc^+9
z68%Bd=kLXDs6a=C=5;l)z8{~MVS~n*?o<8&Y~IU1`U4BUY`{>{7l<5AK79M;Ca-;N
zXFqloTeUd7lKN`_Ey;9(;VlP${OVzFf%DbJouZBc02Wlb+PLJ`*AY1F_Bd~oQ**w8
zHGY_(`ivjd1zt{^AZ&?ZL+G*!?UwY)AFK+@PqLqbf|Gmgz^)6Fm_6SJ8M&?a`-*<(
zq6=VSL;v(S$`&_>X8&RolvuBUn>83MEQyA+O6I}bsaI>LJji?JOOa3HNB>szO1DZK
zWWkTBSDEyI5I@eb$&gMeA5i7|V};4EO-<7V@-0&lVYw#y6-lvEgy*=YUO|T;)igq+
zuYdTddYI?g6%A|7QYpqqX&`6lUM$f5<dkI|x|F`m<3TY_+bQ^4Zy)al;iU4(Jzs~>
zoH}dSnNNQpzb%*|6gG>B)3?yam_b>X!`9wML<QsAPzAlS?T|kPVVfU9IQ8$8V1WE-
zrrQ1(Q3{v`(&ffyWdZ~JF}xLStfij#{pj%ZU>toUaRLs1BQGYT0P)T75MXjM?jxYp
z8$9V4ADO?T*0n=Eo&gh}0=b^SIEBdTBDkc~zhryBPRMgmMZkC8>gtXl8PPTI9j8Ch
zJb<un=-cGBri$sU9#fp)qz4~X{k4G*y=-w4Xi34xlJv?NwUg#ZgZC{{E<*OmSsTMa
zhL!Y;4fR-KD<?+PuJ^WD6FO*t$V(H@K7CH0GN+*8ZuDK|4KIh{AjBxd90-+udQJ}{
z3{y_M=Id)=X3xZPw|xCTCp+Xyot+&M<K76Z-&GDaZI{uwjakFL_q#v?8n!YpS6xDf
z{&=+3G@Z5Ina4m8j|>z6_zTw+K_hCf9)&2TA6VW3dT~Fb!cSNWMIGp%=WNU>Z#w`n
zt}85~sG44eDQxl&@?ai$kZPV16}cB}pG~$1dzLq{|7R!-+m!vRvhkj8Jz+04eFp6;
zGx)GPu>XgW!v{ird{3%1YmEL|hi&M}xrwmhuPsh{Pbdfd-fUSCFk4G`GU`FC*Zt|n
z=~>w8_^Qauv|TbCB_UqlS1~;S`b+m@GWi0_r#x{lDZNF&`-mU`oo)^li6Y>l6x?!Y
z6maQoBUK&UZ`Kp}D`}tufunc4a^c0J*{*q2uJa5vr^*MPSZVKWPPaR&O@%75`YDOA
zy1evqO~-bHGez+W&6Swh*M1inM!s&-^-z+oGZ`IuqE`D|>k87yGxBccEkNxBQYldw
z(|aY@5RX^y71uk*-Vy%&T3(J*o7wPGY6?c{H49~d0$DH)eHO-$71Mzy#Bc3~i2Lpp
z>CCC_$?!^Kbu{|)&iv0BEfW<!IU5=uf=+=y_cah885(u=gbfwTJ3baRUVR`&MRK4c
zc<w3|V^!A69+N&3;5=(-lyh`7r@C9365iViO^kOlO^ml6{M=IQ2*GVeR-L0lgBHj*
zMy0vHf){GN(!ERe-<$5PIbd9D>G53xjZZofJB=+iDqcvpR`_J_AK6OEuNzF<UZBDi
z<mphwZMR~(AO%@SR<Sw1hcB$&Ee`M!qY)wBwG*w@EC87pox7{NNhXgtP0%AbxD_1o
z>;CID=ci`D#jShx-#wIywY`1bZzYV!l*yBfSUad9O}2b5aVGv{9v6`5OPCjcydZoa
zo1m*spJ&L@DuK>0^ZahD)m70_=D#N?ULCVQ`@|M2edV_&utbdXAoWQW^JwHc1-Blz
zTE<Lz{6HqhFU|yo*JBjE5>abfOKmG7kwsJJJ>J#HQ2B~Mbh&x77BX%AQ}nk#=hZ&X
z^_d{OOOyS!%IRVzvXybWM({S->wAQPHKAuQ1ApxArx7yf6pi(ZGq;v5zCBNEsXIdW
za-XyqY5DhP0UsO=`-IssF;VJ8p_CPae=f?e{@}D~>fehUokADFTW8eor|(=X5-x+?
zm}f~-5G_(s^MCW$+dsJn_;RX3bwY$>^}be%8OL%PN8M3c;|8QPt3GN~0K)k{ZyW2y
zDyEWQy{wIZt7r7Oe=a$dHS~1+s{0ub^4-+~VfW4P^$&P~fmO~Y;XtS0(QwaUXk3{I
zdDEWcKi`1qUOO!K|8vuQMAzQmz~`$NXuS=#`FmLLS6zFZ|9|Z}JhLz)`M;4*%)LA2
zh9wyG7&5}Obv|;WvA1`B6TN$2YGa7MR|?!aQ;Yi80W+4g4t`;v871r+beQ*C?mXMi
zrB%Bv*vhnt6pvw3?uZ(rug^3E`Eh>X>a@_Bl3jxCgV+;`!7=vx$3;GXZy+&F6er29
zN0-KY4N{3R`Bt|5*8a!89|PEo{EBwiV{CUKf7x%3S8tm~yXo25ftSHu(50f%OcK5U
zmNjgGtZ(;d-*;)Qd4i5mGl*m#x)$k0DZ=32R6@C=Wn0qj5`AklD3K*>H1g8&2OLLB
zXtXiJN}$nz<!;*f2mGZ^w;F3-sZWbiC>|wB)?3+cM#naF@#Z`yRZh&h(*$hMa3W$(
z<-=r^xKED+*5<|&PX)svT^TueVEV)I_CQe}S=D@aYvWssA@O~!Cry|TI+6p(n!cRE
zEh2F1*6@$pL06kpOB4vtTva-PtZ%}*{f+I=)C(D>oi!E%W!)~u?Cu!?ZFIVpM-J;K
z7ZlAkKq=)?%xIhx1V7A&B`t$6)W-YQDq?IiIU1I*wwH<qdDJ=w4t}dVp9{4Qfo@%j
z;aQ`hbV-~>FBrZ4VL9?-HJ;vZE@89s{{Aa${QWZv1mYeLkN(z2IPAI43g~o&3JKjx
zwO}L0WBcZ(%BO_*^f}oFvdIBYaP~bt`9R^Xftftv6Cxkk*7(foYjv+YS(|t!%xjrL
zMn(iD4?k#7@E}w%U*Q*TWyqSM`e>Xh2M4SI?uV8HJf{C<pnON8hg#ye<Igki3QxZ-
z{cu~vK}G3H2;%L!8@_O}6{{TQmqY52o)_Wv;Ds#QcqMD0`}e?x$Z3=9k|6(saoDA}
zwJfmz<?$7cRZBjOK&<`%v~qh*s+SygyLSVRcw1uuV~!hAOsMN(B1&2d5Kj{y5nqma
zVRZ%M;B`MpL%%JJg8yel5z&YFr;!_Fl;@Q$9j%nfUVXbds##WlrlHEIk!6RB12IqT
zY35-?wW;=^L7fnd--5Rv$<%PNjb8h`z}cC*$LWPh(vQVH_c(!Q0Vm%NC$Je{%Io;Q
z=DS57Isu)2LChh>dA9*bLrcpl=S%vLnJ*0e7wx<;qj5XyQSJ7#bASf4v1-lVtii5s
zbBR)!iS1?WL0v3zw!8dAQ`VwoE<vTlZt#ay$wGM&xz2GGP)TdV4mclgfxvGdt;En!
zY~7_i*a_zw_<O;L@IX?02W5hKhYfP{s)ORp(2a^Rc#dD9!<ii~vjET4o}rUONbOtT
z#eKGg%-aP#a`*9#6>1eM`AOuOEsRBMU;ME?9Qi0Mao`DpxMT$If*)oL@I)DHLIy!E
zZv)<}*`K;|!w#3#7Z?{dn7bH<Hlzh{ailLfyb6TKQpi5QD!?^ZcmHLo94P}gakp@^
z$k3(VUbka;qgaklCT~+YZ9s*R3Z<7z_C{F*j%+02LZLv1VP+Z`+Dqj<lU=688eb!p
zux&HC8WrXSJ;^f`053He3Snplx4y|Eavk$f)!QG)KlouX;ry0Vsd&EyRZ!FgvC%ee
zpjDlD%Xrx=emw3fUg=D=iitg?DA!Q#+XYU^j7LT3P8zY_<c_zbJ~K9^8XvH7%s>-7
z-1APy4+70H+;THip@KMxM;>U{OjN;(v>OMks=A!1*s0ldvU950hT!RD0w%6pL?rxP
z4Yw%wAV6^hPl@zd1jczSW}#%j0Gruh*F_=W!nua(w^rF6P2gfGyJ_Wd!wE}4{_rMJ
zt&6WRV_Qawf(qjhCBPo_v)C@Qy45sHXh;N%P)=T_25%43l1pkUcEvjL(7?W>MBFAC
z_lE`tMxeZ*@Q;dM*~;54&_Ws@fs1XpuoVb*pjkEh8<9u<5^epb1-n2!lF*(`t$n3>
zLy~BpH{u1qRD0fCcWJNbY##=;p#3U9iT0jKMU4O>bp-W(WAT)PchAyy#L79M;lzFk
zWoKJ(S18YtiG-1*R;;A%$woQ0GYdc-OMd6iF67FT3|MJV+%aLugN0nrR`EM8i<vk}
zZIr5(Z7~FrrQ4z^l}sn3P#4~Kg=mPQrl1GWpkzMOf)vh~2Qo2U7&}T+dHIX#1QxsV
z3d)sMDzObLkLeRXNV`ER!JK-tO(tt8^2p7P*hZ$UGmj5oVYktSXHu%-vBL#U8U>h4
zW_o-4{jSUPJ#B=<-`&>b;XDg<h^GClC$(<x9$&o}b?M{|D-f8#y6Bh$|0ce*i5o)R
zH;r~8@8*FHk|wx_DsX+;zder;A@~4#rft7XppQgdA6wbcgJ8Gt*!zIZF!bH)#5TrJ
z|2|)_oq<)#dK;3vXt!%tnh&-yB+27Qe1nVq71{kdS@B}F-!w<A&9^>%o}*^zqbDFO
zXe6k`C}F&`%KAfv;;>ShOBZZfvT?iuT5HT0aC?Uzw=ee~SUKHUDmzUOT>B9_*@0q1
zGy40JThL=#NKW_ankm0w>YAz#-emQ;`a_iIs^jJy7Vs3MXGC=6rr*m*G*;U%@)tsS
zSD^jcezkjSTqZr%aTjr?U77y1gnkj%1o+iz#OALyV>5K?+fD5tjD@>Cw-#OF25$EC
zz|W>w-3_#Tp*B0SczX&w7G<hSFs|4&U3rcS4lzv~enD;RMOYF*OESY4YJ!{M>bgWw
z>mR52Illv!zknrD11?pY@zzgYGYWEYrP<sl23)iDkcKQo7jKH$Yd>E8MX0!|#C(R&
zw|+tFk7hy#8JlN)maHU(3x0K=HD*)&i{Jae!hE4@&|DA<9IElEepE*2C2G-uQ?Yo>
zG&cM3=VN+M9~+n6JPX<jYO9ra<AF^3dSm7MJ8TAS#bj%~q4=e=^xXR;lStwcXvGIk
zRCsyeYY^vG9{aiq#Ugr`w9|tt?Y)Gk+{jD&f)iC+PAHKaPYl3kQkygdnqhRSc3)zt
zY+bc&f$C+C+;X$pA~Mw19^9Q>2E{Eq1c!gIFxWQHCnur3U{Q@FyJ32a^pB|w8dRWG
z-24@VRgdS~q<@VR<31a@9fYq1<LrB-BJ{_XD94O?GL;+@zvG`HSl`-vkS%nlRNbV%
z&+-!2`<9lk;j(aII&&OA0lw#dhLQen<1KATy!v6^d$j%JWdrOycfrAwt63$^asno9
zuD2Fd5JG${FxL3pR{lYxB==9cMX!%tN4S~6X)p12`aGN2Brt8eHdGg;Y<d?%M$r8P
z#8LBIqx3=OY8WUmidc~?WwgN`n6;d=U+X<{XQFQY5EO5Z7d*7`eT|DorfsqlxzIu5
z3i^RBZN%M0V@eu+yX@+O*++&>_T~l4G`;Y1Albu-sa5yqmVe>q4KTwLQS*HXqi@t}
zRziEF-fgV>-aV@#X?o41cucwF$;U4}73KTIwDn<IV+S`>l~6*FGM9DV`-JYIio#w-
z9yIokXDJh95E*OtYZ`SZ$FxQU%e<HXhymks?ZiqTe^b}7sjACKf5Xx-OY5NG{RS+|
ztaoD@@uW&;{~s4%<?R?J&Pi*IKARM9Hu|da^CkU#Tjq}mIhsRF9rG-5GDRxaDb!z>
z!-AM(^WRIu!lJXM(Xryg4I%y%C4h&@F#-=a*~H_7am&5iHSq^*&-{LGGCPi!Fo%We
z%?|K!4os22^bD$B!n_vq@<!zlqS)xIE)mx6b;7G^pFxb5$brVer5mpBt=;s$!vp-`
zpN9!&m$Rjj4ibk@!}ULKYhOpV!sCs(EuSZGx7R*hdn!6JeXa<Wrma|=1~xY{apNrY
zln-Ss4au((s5qrtV%J|~eAHhz?mEUhjh6pnLo!TjpQ;sW%%>E}%da1^9yYkyq_A{i
z+`p7t+;AEQ)W$$;K=y`smBe1eq8RR0UwCACTZm+)*3`=%+F;>JkfM~LItPJe(+OA*
z*9y!AYkYnyL~4b{dKnw)aLa{`DXZ?1rOdv7<EF=HvF4Fs<N<)kC1T|<suX>u_g`?j
zdKUm^KNd|rQ3MLns_$PR7|y(>B5_fSX}d7BgD09U-XE<RNH}1qz%2^Gzy5fcH+o1v
zFv$)f+p7llqL-s-QIjaQJBr&gCXsh@X?jUB%=F;Uq^{7|feEyNK_FTtPTliO!>2M-
zn_lL0<al23(#4k0aw@>e8PmHVZgY0=aoz~HrqTJR*>Ed}URa0Z%EQkQd<bSdJ9?2$
z<YtaKaJ6NS`It?5_jKh!&C*B+B4n%yS<XchIp`UIHgR?1wuFVGT=<$mDgRRNo%9Vy
z7MtuvkBNw-uZY?w<@g1?G1Wh&29egSn(((P5ceR*-A2QW{1KljJEqK{%(kj6rpKY2
z0%|Y7Y1b>ZeP<amOX#bgZoRsR48AL$k#p|?uw%}3GORSmdM>NaYarZ9+hX`yLlX)x
zz8<FCP|hnKtJq~FT)6JJbHYVy3#Zsy?B#2xM$)iL5BrIpF|f!g(G6jw=NnVU7dwU*
zTXRXXm%A1NPpt^RO<Xtlzoj691-_1t0;*kKbOdyJm!M-+hph52YFax2=$vXp+gw76
zv3>4Me2@|+W`9_>i+R26IG<W>$hj?o7rAq^<#O4q<{YQ?-jH&7+d;MTYSxZti+WB`
zBv*@!_s^1NE%P`NCZ3l9Oj#MOuzmW~C;sQfV*QkCrtY5upkW4oem!0_w9X|6uL`%C
zfQs>5vy@zP{p(rg<|LCGX&Blhrkme#nDdWQ(T4Cn!}Aa4pXo(gn>pGr#;{eK>%g!e
z3D6d39$b$pOZKqWV#N}FB{0zD<CNdV`7cRqfB$Gsh#*x~8&;f0x80;a(yWfZEvph=
z%luQ+^6@{l#Jg$bRhh}=>pXpj8V9&O`}OTFzf_IWs|9J~Wdhy?___vCRrE2ZZ&VO`
zuAL;p`J@CawqU_%Vo~#Tl_U3;+tv-K7go2u<Odw!6*Rs2Q(`X!GPW(^ob1l``uVKw
z-j~Xpx+!G78;^~@NTD2;XzWc`61VBI9Byj}sFHRl8FkW_{P7a;^D%bssGTFjl{zi!
z_LbLhoRWq$-Yl6g_QD8SAEmZ@Lx}cf%7VlX2Yq2T6}We&Yl{QHj@jNdgAjs^@+pfP
z>eADaF#F{Awqmr=xZl<GIG658efVbX_D4-1T$O&`7DSnOcNX2ROEC_QBekp1+f&UA
zMEzx^|6QrGTLPkI2G3<O%MHv*>_x>ET7Ky7K3xIY5^on+>g;H$=s^O+lPZsYRYi8`
zU7(F4BiE#3S|#3WCvgo;oTng4Aw<jC_-huQ@!7HtzXJ{k!aHY+AT-~)L|U)x<D!H%
z9z1ppl%J;O*^R8aONG9^;$dS``6X}qwVP3Ha8AeZW&ZX~D^zi>>CYh`U*=>#*p7F|
zDJs-159zZ4mfmr$;#c8f8Tl%{y;#n>S?+q^_M~aU?Zq(+vvfxfsR*C6U|!|FG`DN$
zR9-!5*>;fPwYHhtTbVCN(C`PcDcau4)0*Yhvl|G-A_vL&=Y5ct^eF+6HHy`MgBTpW
zW_!I#5iHVtbP=CGoq9ehZ8X_bKK#J(Kht4^8&{U1wW(yg-$lls85Ha{{8`hJ(7R14
zF)Ev!*1kkgJG7`5eM-`b+atl301!i}Jc1kQtARuc_>ok5q&iGOU$<#^=%9ST1G2)!
zH(T6Y;ps_exRy9AuY&r|-%%ni?+3&$xOv<7@7**54oB6|qzlT(dnwNPWo1~(U4xM5
zrkDZyyL+>qcZ!#Ukm)*_JI4$Slpf@mp;44}Tmu6|r!YSw509C}+ESa#IGy(QMJ}j0
z!pYw*8dUsVy3E^*C~e)1J$Qic;32eaBS0PyvF)L{yqqgTaq8bi<tk*VUi!R-2}3Ot
zHtZq3j9G@rNxW|kspd>3uh$`>^S9I4!ekR*%gsNsnObxG<EJ8~DMth9=HVwi0o>ft
z)m%VxD@z*rryz_A9GFYKd2In;di{$;B(+3^RRf-(naaE$`4F0dtSW|0;#XigM^WN_
zcyeie!gRN{cha4}^bi)fdu`fQSADYI;(j6j;&?`J@a2^=tHJA{D<*&TWUg@05+YUM
zL$zttuAwaVG$?L_YEY!W!kVZu7E7Z9tCk+LD6zrU$c@Sz2Z}|rDN2_~_E%Q`t=s7d
zORmgfPphkeMy_lVfq}jg<t~~OQxQE<jk+yjER0zx>vl|`m1M-5ogBmE$JRbqJt2%w
zOY%!bv1b1&K(_m@TXpRumkl@AO74byUlk5a9~iHTeZj6xF<NF`;l!+3+lxv^0fx|F
zB8h#W@zlze+EY=_sF}uK^&Eay^gDaJrOIMGfB%fE<{(04AR+x<N!@VB>>zX4BlM+t
zH}u`lx!A`=&v54vbQ1|JzH1b4(ME;G2lSu}y=j?`1pvLq)GFhe1cJgxkFt_Cywtw~
z9XX>*xu4t~r`(}vGf_tq_;XN~P?Q!|c=!zVY^^Ga#TM?jE~ide5?P;jw+SOjRVL2{
zYu~Kl2oEK>!s-rNZAE_Q8Tzr;I$BxMDzS;id&SSB$Bn8Ee1$C8hyzrERsdS`c8Oe=
zs?6hdMJ#ozRC-53UAxm*TFxxxh!K)-(sG+@H8|7FQ_UX`o*ZTon=KVyQh228{XbBU
zD6Sv;_X%&3sb^9Q?a*!K`~;>;J~nb~Nta$*Wm^+;WTv5IC;>O+Xf*9aexEr%jVDX2
zoO@vvoSul^^IGyGr?$n&BBqq~SSv1etZ%#pEEeL>r=FB`ubhrCSWk{!^VF~5<C_Ho
zDf$Z!A5OLU2@ENiGUlO2Ce<LIfww(DiT4~NzvGo#rW7L>!^R3b@i;d0CEL4W-){np
zabKpID=IN_H?=QS@vJ<A6HOl(*w}4GgL^#}8&AuoQU6`KYhoYQH**(<LDzq-n*~aB
zYvCA$Ps$`~={$>H%cDn4Cy&f`^h2r1qJQ3n&)e=s@psGvU4t2BFe#<RlR3-+Wrm8D
zss6yLAtZJTh)r5?t=xoH*P^Ktb+tQQ<1F$<B60DtPC+k{ZOKijA~bI0IM>86QZ6cA
zr+5VG+0M&bVuugmZ)*=2NXKs4=Y{r0UYa+>$<?eM^lW7vl<fB<eQ%*qE|2VP;&c}m
ztM#FBcX>JJH1lX;|9WR>Bly?m#lEG@Ch)v*Uq<$rJi|TM7S6#Jk$)2SzBQ#sTJyI!
z^e9B4=0T+(Kb{IKokD_n7JW6<P;_#eGv$hzbp)2G`eSid#79b3d$1LszCht6NEaq&
zQJJVhg9j9v*}gpdZ+J-SSvVzRsIErne7Y)y{r}`;Q)`ELnc=$GHc-09CR>p2zh90P
z4QlZy|9d|6+jB5H=g0rOB3KwXtRWI**Pse#5sJ@+Uw|mz^H}0QDn(MCx7XF3_eWTl
zk9iO~vBB2gE24$vLJW$37_(;%WM;{#Ec4+q(IfS}X7zSF_nRs&%gS7*zzl+mOWq1;
z^ssiGFa$z@${Lk9$gwP-_SaI=<*8c=4E?L}Rt9em=XIeWni#@)Vh3$;plz{8$yM1<
zPmPAM$f+0FkO4hHl1%m32gLrk0HN9^rJy$eAa>vaFJ$c7_?zOl*@6A}y)wA|Ff<_d
z@bt2Y>i%!0u`d0~n6%KRZF0MKtV$&QsUr<*-%$#nZu`bW5?^V7nXTk1A_f#~QN%1w
zfQa5W-=0;LFo4p*$V|}Sv0K|O`cTOEAjwi5uk?RVIp$$Yu#*TMHVBl`faA>f?siEw
zWa@N|;7<DR+~s~BNY`T9CNf*ClMb>>B~7IZri1LqUiez)W_lh>xU0ip1|XW^$1KOF
zP%FN004*d$qGko*E;xT&gOK^dUH;iBjroY40Lqvu7NQjGoJ%ah@}6nF!b?v=)Y|+8
zGfy;uTvUJeiKiYkmvOT$x|+pGb5@#1-(EeoPwWKd2MVv`;8$x{&=0k4SG{esw`}?}
z9%Jze`v_C6VPfsF-n=R?k3aZ#pSa`p6ME#GB|f6<^I66&?aQ)>!|z<1{!hM#J-F25
z$-E|jPoBWS2W6-FEHBG7sr)e5(gE#fO^uL{O1Kq`UyW}DV4{lju6E)pe`=lnw#)SF
z2-?KEHaz(_`ozqmwY-mcKA}(HxzY0IrIi>g``w<*g<6rMjeD`#=l`Kw_zTGck5cqa
zW{)bWbEN-@vC2tp+o>rK^XpT@ABU`u+aME09v|)=<q@idlns^6751uGz?9`w%aq+R
zfB3uLysjJYHU;WVm&tXniF@$Pl}9#@R*wSf3t1qrKJ?QaIRw-t_PXaT5aEu^cz|?+
z!IJ%nnI5DM*^O!G8zs&MS?aNdle|uc2}hsVL42ZGB4mDcV-sq3r{e*k=n24B%)>oF
zT=ziZ+s2&2($RaRCSdzA$FUJY@28u+`pcL;wFNt>u#}dku5n?@=lj@>D3Vd#y^)7K
z64c^{GxQ^N=NYr2))N^vXD?Z^z^%#RVyV866$QBL-uK!7Pm~J7=2k4WucJrm@WvjC
zlzO(R7>2^zqU&NWEJ%b=<Co}w7%80zM6t`&-?9+ae{JBoLJ0Q_Wt)l0%>*o&m$6<s
zDcN1H{A_i2+vsk=hKl~}8Ro2Lk=%{@5op{}9xk!ZgEYf&ChfY=?G-#=jV1{f4WV=w
zU-@dDo~v(W1>V;dx~Br#%ee4qkM()9Um|aw%RiEN@=(2c-eM|HJe*J)du~aV9R|L|
zd#XYLF4s8UuV&i;D!iOApaCmPNvEZyAgrww(|XVQuQ=k;o;s_ZxB%cWdO`ySF7^L_
z=^<Vcj`w1}m7PQ6$LUqvUlz(6dwEFzyms<<EB}Ss=PZT+tPEb#^~3<%BI$YCKN?YC
z$dN<QSkz4*;q@5W&rt#1n-BZu!>h(pjs=C<_c7@k?|w<;3d_P!%+dt~rKkt3B3r94
zf@}HczGdl0lC<v7!i%Ag^RqMxLD{8?g+b-gugMWgHj^LLPSuw?N!HmFxC~ga7?TxZ
zuhiwH?<+0NEE@(BhR1V^1n-gVD1;6aVMo8uUao76{T9_5rZ=<EBw-3rP{d|{ECEhm
zBPo1R4)>4SOpvDeaG?;ck`+9RsfmN*oFLNsFNJ%XgYS(wzT?xx?$q%LHHe~`EdaD!
za6S4k=<B<A$#cI^(<}d;ynpUqV*6fo_=b<ppy{xk3U7rg{fh%79cUwMko=+>&0gx(
zrYvI5?0{9Yrn%w>wg&^K*)%R4*Qm22b!sapUxA_?qIjCUH+$?5v42ukm^luScF{lN
zZuAzbop7S(qI3l)^p`CtM{ZJttg-5R^SbOVESf;=YPhZD92}^7n$JjJm#+9=6MHHq
zeCCLWiCe1iFbJzboKAZmy1Wb0gGMkm_bw=e0{jzP6plr62g|p@?yjGYA-OpbZHVu}
zrFT)|Ab{8Dk?C}GWvs8e%<$|H03~%}FZ$Wh=B^{bHUu6jUh<Q^*qcN%m-c2rMIc1$
zz@<B2u$n72Uy63?qC1OdI<<8%Wm=rVfrz*F4xr5p>$!!n_Omhd(H?{V&iwi&Ra}0k
z3m5C-x0F+<3lAZm>#6@Q<P&3m0ZzSJdqj?ARh>CDj=Lh6`U+`kdSD&D%bjN$hf;ym
zO~0mva8ZukqEMY>;MtN;U{=*dr66j<I}ceR`4P%MgRF97TLR^cHiTgev^YM!0!&eu
z#9nNo3_}@)IQ`77R+)^FTo0jka3!R%btS^&_?*N4y%E_`!@u}i-8APlyj!^_0Fi~A
zA5Kz2eX8%7QSaa5@Y}s{7=F!bdV4=f^zP_BhuvRaYyb!uALreU6g>Yhc*%V)@f6*2
z%yc?Dmi@up{r;!6T<7$p9}lH_1KplUEmrf*Z-z53DQD@ROWh<-O3}<Vx%)opf(~mW
zY^V-iB=yxFm7Y%=J^M9$nOT|1cib2&0{88S*ZR~BD)XK7Ke{fT!}>O5OMU&p*9y~m
zEdq7Dq+dBjV$OObk|XUX?Zy-XgxNJJ7gx<G>JV{`K&Lo)kne1zz2VP6S3*Dazf4yv
zH|~#@!hb(E5ZAXE9R1k^pv(MfSsXF1`=c4=MdU0EKQxYRBQ6EnEsY?oS%~L}lit%T
z+57Z4WR~9jVDI3z1LKfO3Ev?~9liTXHR2dZH-w8PymeS9^qjja<L{!(pG7fc8t-ar
zOn&Z@V+YRO;z62y;#vu|=8o}rz_$tl0Lit(+`uI(-5FlF9=Tjn##e4c8C;Za5d}Kg
zd_uewQs}&-|NHrfScUlMev0u?2DLLNEq#YXZxLK(l&(#|57yOjDZ2IQQit*^kO$7p
zrBOIjDJE=0YwkutFta)0n;*y$J^Lfr@!J$(xlF2YJUtuu7Bpd2KgA3g%IlUOUt<;f
zg2YVUTr9BmS66R$9I!d6KkrwQZTZ33%ROe{-7oP8utE8B&FMq&0;}qY!_4GunYcfX
z<Wt;#A80K$o^jTA<?-x7e*mkPO`)Le_1xE*^Vh<<r(Ubvc$H|8vN3+cO+an;5F9M*
z3z>;Ph;GSEH0}$mG;(g_#C-B-%3dWFAXqVAc++B((16+h@-#9yFExfHF*BEQ(3vaT
zI7Azy{ynlsE10SP?%;n&@+rsW(RvZa8q0!s(u0@bo>0Uc8xEU3Q<3zvf%OZVBR>Rl
zrSJX<Q(DsEc?hUrCsjAxwjajBv|lzpOuD-(teD+QvVwCaH}EXlUwJ@xsMi2^8=}Q8
z8hr@GYA24dtSYrB+5#o%ry@Sw#rQ40pc>q}MYC8rdEBHCiwjg<Y+1u%*IB&;Ds|^Y
zWG;K!nr<@t```X@ug0p!?@e%Y;~kHX(Dw1v12xmkule*Hpd$`PQMnAi@^zQkwtzu!
zX126x6L3^uOZ<1#Q2CRiR(^L85x#~Hif}PfRt-`^4T8tHAs0j#vifEWM=WDB`aBGU
z9qzb3a1F%rbF<QHYUO|a*777rP3!*a)%-{P1>KaD9UPfJazmjcVJ0#1sReU3E==HK
z&X+&1F+CxWVl>`&wE|&DQYO;3@TLwwsW5@6z{f^Fve?i6*Mbf&L#{!TzS0z};mFb<
zi<sF4UIjxBkK}@OnVMq+{sg}j7|%4u1~lbM4=g41<%Po6Ol3?n79Mla!S{7^`1B_W
zdG$r=LF{@IYRgBIj++!Nz5?O(7>F;!!Fdya&SB&I@}88?XKfp%ju4_aU_HRFA}c1&
zMWitPQ8ac4d7AM2V+3<;fA<>G-Mf@|tNwK;XMgnjXa8jx$RO{y8nd`K_Yp^WTM(}0
z=<(_jZjb#N+U`C#Sr(<s!>PUA;DzFvL};|MjIw?;g#T&)?$M_=ZT7*(GLH5CN5(<#
zOl^KrxAXBA6n2|6zS<I&OGu`c*j>7>tN3=9s=5?*XmAnrwv3(aFqzBl*8|=WuemFL
z;Gb(nxjppvflJ)Hwu8HCL@hZ4KFfn^k_fs{vl~Xw7={joZ8-M0R%Kl35oSNN_cpt8
zw>RKTwbiKOtY!01t(AVR>31&6DdQIhKNJl;6anwRv-h=Mg@|~n#0bCd)Q3+uKhW8E
zBSRg;5AbO#0rFu1<HWIn`_WUI%XXixwHzSDUntep7!~yX5^z>e)=Rrt>aa7CBUs|@
zGn#Lp-?w|ilndl+=^g?k)!5+RBo}Xw5^LvC5e@yXCvAQ=Z*lIQ&k&a1GAoCT56^D$
zNuP(JGSx!rYdy%mNKBPj$6d3`f{oWB8;fU}SXx0WpB(qcREaXk-F1X+SK-)M8>X!C
z-u(pH9i{T-8sl_5iar5QG?TyUZsa&2kg4Rho^Egk!PYE&<l4t2K(7AnUt`xSU7H%q
zC04#OjvY3x0*>r>MJ#UTQq26SD_n1~17{yL4z|*@oxhD1)*wTM_(<OVwF6&qO1S%!
zE?wNpR$T5H`7-eXEIE_+cftZfwdW-a%#td%<N%g<*u*sA`fgpGRSBqxcg-2lGt(*(
zZYliSZU|pmO5#PHIqA_)-ab6;q_MSp%yVm7`3*&2+?uF3o7hgPQGti37)@YerjH9e
z*`KwP+5KN$izfatL8%yEw(LP$N@AuPQibw17vM%;vuY}9b+lFv!6c8JLog|CnGM`D
zR~Dr$uz9++&I({8cWMkArXzVW^63oJ&vQ*2Ob#QK#D90JOf#tVi?f&JdjQJVHqDjH
zw~JzqHLmN4jByx_`}!rFakxs#)(-xMkfBfCrA+R0coOor`4*+-U|v2YZ`T2%G}bRC
zaer>WE%I(%QbJnhnR;cHP)}ZY0O?8nd|XNAnE{k~b7E<&r<pz*#~zG0#<-Bgt1)R=
zKIoPjKyD&CeDu$A93e+mNiQt-<Y?UnT-GEL&37iB(ROpm1$GqA4<tEx{qP|;R4p2}
zSM)Z$m&O;V40r`}oA{DKU5)l?Ugre*f3`CLxi`P3ue9*>K2Q*f;_LmOGr!~8Crje7
z_Q7-V@}C6=!RTknXPnvK&z|;Gbcb$k@|=gtZYz~=upBHMY!hg{JsO$PS{{91K4OK$
zo{TOrd{zZn1}opv9;o1E{7vQ&`!smJ<*8+?+IPxmb|t*U<-a+<mQdK#lY5)r?%NAT
z8Yw^nA1WH?e?4UR0Pk?aAS{TXn#S+c1-M$3GX2Pz1&IKQ`F1mO_u7Q4i(Y<DDA<a9
zQCFQc^xyljct(&?7-mVYt=lR9nuoYixq@fPcN%O{NL6#=i6-DpP~fXOf%+wjr=7*{
z>2D;Jx4CW|9%(KeAlwr2TF|2+&`{bv%2FP8_7(N3fIz73?(c^(OO(aj$|ebRPz4Yn
z>hSa0kTLoZWq@=p8B*k`7jZbS3+XLJS)FhpZ}+Td+=cI$`_zIUVJhX*L8-}U3tXsc
zx3RhD0CDFLdzFCqoLd+hIzl0~&){EywM8ZN(GGPXvKFg4TpkwDvtb`NBBIey#ksnC
zFpWL)%GH-Q%Kn7W6A*`L(jwS{I!r&V|G|#EYWrc9LmSosOqwucyovK5>ROM-%CkYo
z`FH4JZhAe)uM3s0g#8duQlO}grgo=g+?+7OeW0{;)3*JPOD@SJJEdY}gh*0#5d=sR
zmGKN7fCl$k{XO+l_-K`H4wUSiDw`vuLlregCRO3&Zy7af_SrtqQ6}i!GN&g#6+5*V
zTf2!uZfv7VfPVCZF4f<W%eZyprFUa&V*Vm@L_7OMn;DxQl(AlsOEzz5&kh%cxI@~-
zS=4yWX9H7!EF}Ft(pO`W9|^kwH34={Nvub%{8GZWBx&;&(I3u$|Jb0TZ<R?^3=N5S
zO+SNAqp61tq5sReQa=9G>27h8t3}_^HQb*XpIw0JX9aN+SX$lqvv)^c<z@Blaukde
z3v8iRPP{)zGub3hNzPHc(_x?3`mj%I4O9);=dnsLZ5Pb}y{<I;a)20Pe8Z<_m9vb^
zcy53INA6q7KnPo)0Fl@9901BCW@_%<&LKxv{p4&x<1-mEo#Yv@7BsSlJayB0V+Cn=
zc-`z2J_rg3uoU6dfgbXMu===a8IaYSY9_CS6ZLU|Y1lBBOL~}ve@R`ct4)xIj6ZWE
z?25r(9!%FP786Ps2Fbp@@R)EpQxqX85y%%T0&iXE>05GXX&Y$m-CnNPd0;9UN&RS9
zO-Nl)UE9W251(mpr^JjI)nTA8Os>b6&QYNxB7cnxZy!(<YZ7cXEqn4mfHMU+&)Vi$
zS%UW|%)!p1Sw6l%4qK?Oe?B!gKPKRWZD-`>XsV);-++Qe2Gs-_q`?61>Q~n%&r-G~
z^l8Y+IsD@Sh<MtWj%!eOy~GFW;WJbz><T=N$mF%{m21l8?hA<{8%;8@ZaauPsR(E{
zQx^Fk{6D0bG}V4s+Y@pH=f*qb!~rW0b5^na>A1tFJy)bYUxtP8*j{vpuB_Ki9uai%
zqE=j{FfNt5|0@E+*N5=PB(ZY|%2_7lo_=lXQvAqo%*vycufmQlCN~HYv$+%8f}sS+
zx9KgIQw(xdBJA%%Mzyplwx<~#^-NDD!sS~^Um2=&83>dr<ybxKk+8wTuW6=E!D<58
zgx<#9YfArB2V(m`+HNW6u+_3FkS-ZVmuP5B_Vy#mvM~>LF)a>bVc2~)c-7Xqypf0t
zDG|<k49rd$q7avVN+*3%Nb*3*dlKlT3S+h3o8<Vy(`4Ki90^y4e%tm1F-D+=mQY$2
ze=Mp$g={!;Z{+iuIsMKh<X*DctDa}-7keEL`;2{@mlnr6bTuCSTlLtvn#DNN!u76^
z4d1JCtw2w|<p^9{7K9%x`nME(Z7BU;HjYA~vm~D5&44@GRHc=Jz7J?iJ_Z`(uaR=R
zX;`n`xf&=?>V^p>Joy$^r~~JJ7Wf?h)csJ5Qf((gp3hc7-)-Bxi>Y?KxFTfT%TKCp
zNCGk(_J7Z?eIBJy_xp-?noON}Fmdo4X%YvF`E-A%k)jq?;60atRer0Qg2es7-46U2
zBET;xTlED^x}hH<;7LgO8D#UB9#RKYxhz{nAM<5X6fT=WCRhP`#j3^jGwGeg%-=<0
zi7jlW1@3BD^unBJ&Ce*d<Y(q!_Pu*7xmMWVl-~+RW>XHmEIKCM#BLm$BfLI_FXy6~
zc+_}E(C9n6pDd>0a85lN{)RH#_oTy2htXAJB<JNnEj36o7%qeW_}ksVhV*#1+tS;^
z0l+|nfYzUwK;As>YpBee#grC@;RD#h$c*<6`m8)N>K20G5NV)T(wx@K-rZ{;<Dj@l
z)>lLoD$0RA!RmMf;6`zdR1&uVnql00j8><|9uiDqtd7uz+JMoq4qd`O?Q<WS9&;SP
z^YA@Dbb^}f@tJh&h^Y}Jr35p?HhO?2OaYZy`72@pwo%hE<&pxpX&~N6m3y-dy3CkP
zl>Y^XUQ+Yb(VexV-J>2-SmeS3Qn_mj1}R6dry|4SGwzHPmrApLNnkFlo?@g{6keo<
z(4edMQYoRnA2x_i{4r|QmxKVapnf2((jbYf1idF<5$H*r!8W`C>PhpfzMzUN^TUUr
zVKJ;KXR!fQ9!XpQt)6d}M!5Q+M;85$fDEG(S2<EwDAbM0n5n6W4hG1@ubLw|A(@nx
zEI(!2YPm|;R%BeTp$x0gz^jbvmKv{~27+ZXs9VO8+AR|Z#h<mUPl@F(h!gp2vIiy+
zZ>eksw%_m79j1zr=C6~Che`spK1MkZo>j|qMDF^C#kfusa#o7uNkMVNxcRVak;`|{
zjM*iW%HTb{tG*Y%@~m<3j+qZ(sDlRBcs&MgZ2ob2tvBC&H!X9MX`*>tqHoOW_lMAQ
ztncCe1q>R$6jROtF!}d0e2zRTPNeC5W-8zTO64<(oh!fIb~9%cj%nBT)V`mn1eAOr
z8OG+(5cmZTg;n{*<`#$IS%Yob)5X8?Y;pX!JOoY}(;p(Y>bNA`@^K2j%Nz$$o$?5(
z`5baiE}2?dCBez_)GB^Ow<X(O0BW`HSOt)$KHaJsygXQLDv{atsZLDHhO~^<=ugaE
zcVcv-6@1XYH~T-m6;4eHO&3E)8GgnqFp#jw6`-HUTY0L2{R@C;_il{gv*~c7HH#N(
z7G0NY0lN^C|M8rtO=E@{@9y~tR)Um>zJpkly?9gRga$F>_PTXnkxu&=NT!CCLIy>p
zOIAZf>R%{8W{<CVvxZuKcvkOhU*Tw`q})LTR(-D1gSdmet}X5(wff<UA^i3NCnaeE
z`kHU-MY1j_PUnbW@nmQ5a4BUYD@VdwRN(w;Zx4|I2NSt}gb2yRhR6$~P_|X;oX#6?
zTU=DjlcFZLjny!Q8K4FhEr5HjwP4QCpkqD`GV(kfTq<kY_A^t6v-80>0SYUio0JtK
z-c^6%h;ag80?cRIgXp#xvXW!XeKxshJcgzO&fh?>b(QfA`z8J6k$WyO2ZIwM8(tGa
zC^#9h(+7r&5|9V-E^cx$GZXHPHEm}7KN=Q3Sez3*aU}!LX|vuP4($03yi`%d$LSeL
z*(2%6^|BXUv>hL(4OOyLYm(6HlgsM6M^}Fdu$RqjP@pd_$Y*Xi(8&>ha~&KbdW$0b
z)RR}?B5!*n?_U2e97mgEY!+@qu?vCVlkTP%Qjj3;X{CQC)}!y<1-jR_Qq@#%hKsB5
zhrOYQ;WoUXe${B1tEpnV+|y%2E;qkRPHJk`KZ9IYv1#eF=<TD))m36l9%we&@dDXH
zauY0;yXzLZJ&jbG;sTqzw&ay6%%r}3PzfrZ3t|zm94V^-5N29Fll_2@{@vSp7(<gf
z&EQlifudrO1KsTq$5*dk)5&PWQiZ*A4X(EpL&ebz``p`G4w<e}k-a?0&(q{*RkW#a
z%1^96^wfe$&LY0$#i$s9b0M^IG!QfNW<i!1cy5PNJ^MUp3zUNsNBs1o`?My-RUM?V
zGLBsMR5L%wh-nt$k-mOy9N{Uy^2LygUT|@CZ)dH3!BplG_blAlS0rX*;=b|dLZOQ1
zB5)#M*N!Ht0i=-RAGz3H|25*q!<fTd&}YxEF@T3kaswZt(@J|gzWHBHU@4vZmN1E0
zzH?d~;yl(Z$Ay^@J?|Gb^z;l|=d%EcD|=lb(%LC>b}(u72jo1{YBNjN#rW_(3>aXg
z7lOD%0xd&l@R_suCrn#j4b}x+NS7Yz6u_^a#5v){(ft*<j0KuWU<Lj5226@>Au9*H
zB4yzv<62?xYXL~K-iJz=>AB!fXNRJwYh9`LV$?5wf>g(#zY9I;m!u@8SXpJjM4zcY
z{B=0C`|)pZ2JAzQv;YI!$TVrwVuMtZf3llOwOX_!^*gre6FD`v;d~ljbz%IFaX#Y^
zpV=iLN;{}T<lD)I=XSaU^nuZt6ugAUzd7_w&A+}xf_`K2$UEe;Wpnt2U<=nyPWaD&
z(=h??OwD&q>+_52m)16QwKuIa7rDcye1Ux|$#~0|obF_mS#TN;3xFJ=Cz9Iz>%mS!
z)^0Y_!?$qXb<$&aX@g4`t|6kAA0FI7q(;Ek(X@^2KXTSAjW=1$y9N3689E)-_I7p@
z(bu=1{rMfW-&Il4ZFJFO<xu#h@7Zvp(BrB~CBJc&caDz$_&}6_Ii6SJX3}w}b}XL8
zg`aL!glA4ETp=UpnrK@n07LPgC#+Pe0XRH@8&?UHV+5A=_oRgww&{MA;4rd@r2~xm
z2Ya_eaGr>+FRsM<z+m9rax}+}K(xhBX7<{Q+is3@iLt*=W%G!ynPhG~kA7WoUkURT
z<EH|kpZw)D=9ue&>o8v0D4i=_A&W7}#<zj%nPep_fJS4R8K?=m0TTvSe*f`~Hd)ho
zU-}#{rgCH<aH{QUx2woCjFLbPSq}HwcCZy1ku#Zz;xbGD=KS1zef-cOt#v@ksdFNd
z5B7W+!us48REJ}5fmd9Xd;}QPm9C6BX{~=>gM_-FJOAjys|h!qEvtk@U)*C%YZ%0Y
zEwb(21s=hBC&gcl8e`t6_Gk^<C!AJ%BPRXl(^-I?1l7&L%KOpfNS*@OLs@2*4j|Q6
z`h71zJn>Xp?)l3az&9pSUr@PTcqT-7^Z*H+5z***dtyzQ>I7d=dp3ECC~mFo=qvSu
zMtR@qnbYRfoK=BG)BQX$t6Xlm0bm>YJ8_<hPJ{Fv_d9_9vPRFH6JJVJStXnVu8Dyy
zPO78hT(Rx7hbDJ4qux}#_wNO>D&*4Vtkqua#>5rqQDuCTS3q81-Tu0(cIGcTuT;kI
z)yb=|gzGaI%HvVKy(7e>RO=g8MYzLfZrz@-5K2$y)zFzbePn>yb0?`tbAckU@7I15
zf7dNw&cjJ7!4d0=-SY21RiN~s<)(Yiz`hlKG9xGWu29mfj}YdTpJW2e1lbEtJC!!D
z_Xp^*%AW+Gh8UNSN;=Wn&*X;=WUH5!Z`$=BZ0E2w9J2Ju!?72Eo-q7Gm)N|hZ>?v2
zWrZH9$bwRtnWG10<jqhqjx@ZYhE%QX&Inp_mx`^x0rztlV($45loP5!pAcQ;Zt3_w
zD_6&HxLnt97+}zBnjd2uPY7TjZ-K!A;NJ`4*G85Q&W@F5ep3kx^zfxgfYwuEX9jdB
zyv88`sM#=N-j7o_C{z^Kl2gB(fJ0Su0^vC#x$9yGcaoPij2K|^Ytq+DHdoggm?^Nr
z#5nSdT6z4GvufdUK<0AqWF)IpD;BRaS7yYutE5AU`Wa$2xnJ?;vd5LL;NB((3q3Ba
zHjJj18z6HupZjMAAc;8cWFFRL-0epSfr)mj?q%Qc_oJOoqbB5?_2t9A{rCO<=Of4K
z1ppG-yC=`E+!7?fkzFe+5S0$IdvUW}IeskVe+^eX`^xi3rnoU2;EyNmD}U2+Lz&D8
zOsLdVI%o!l5CB+Boe7HLnz<EhD-&1K;#(evG7Aedld0gIJ_T5Q{<^M*h|O+3aoLm_
z^srWaHcx|E4=d0QrdV;qZ4_bfZ`L60E!XvK0RQ(*#pTdFAv>&sx>}*XilZ%3JvRGY
z>+zy#>mv+?)g~KrgCSdDpTf-8-04<)ZL-RQiHtUrWu~t|8QQ@CC|$r~={e=1jC!}y
zwe;mPoqECaf=&w1WLTm4W)jphvc6^7CwGV6DJ$&d<=}4#I8U6IkurgTnA(@CKr*B1
zq}nLz(TmMi{qpai&eN{+j1JCEqoEN%+j0MN&@*ZW$SaC5=pJiz<=ap;M!&|3$*DV_
zS1>vrV@?yzl+womOS8Z<TG}aToy~#v3XB$oN$wp@F4@yVr>bFF9>dkc>(_##(<$n~
zY00~<TyQgh%R+Bq#(Q@+xXRkAK6^y1GL@f*JB$0{XZFAb`|;lfD-}ll`NmX=3$_HZ
zOtH`G#{zibpYl^2RbkrFeiq`(g!w`O<wEC~z(YzN>-8xUY0XYhdWLJEB7hqQb?Oc0
z%T)&XnUF#~3U>i0ea`&s2Qfz^Y#;K9@;tP+M{!W2`;W$CS33y_4bh<RW`We@C}*K@
zzS0pQpvk#pV2CjEo6a!^TcZZ%I9FT(Wk(b;{Ww3K25fs(;HuI&M}i8Nz<ABemqM6F
zI<UhT8YJ7l$qT7SfuV#@_K~Pny|ALIid9fQjQa4;`#x@VSKUCuofe^q>R(IY>C4a&
z<LPqM?C^Upsd?RQTzPg=VAXXT4(Wt3FTclZb!O?;U9nvcJmY7TdXudbS`Y#t;#B93
z>)t+d=E%R`3UgrMFIy38%doj28YIHF?KBSC<F-&yNGQ)^A6cNH<2J6<)g>pHIBfbG
z(=Wy1Z(i}fX~~jfNSE+U&==6K>P+v|n*d~_0&f|}d5|9CHj0I%vjo%jA3^Pk6p*t&
zi9O!Rki@?X+YdH#JyM^lZP9!U>jCOOX7~_h`_9#p0`a9Z^I#8E4A*({Cb@)OlnQh6
zM9|fzwtqe*MEgm`$U|Pt;&q&<Wn#AK8B_sf&}Kq~i-7T8OAX{Rz!UGuiC?N?aT2;e
zE8(>?aWvkeSNhAO)RGFO-NkdTEUI0YJN)P2j!gN`#FT^P(|?3+{op{N04~;RgmS^;
zVb}l1*?WgI)i&><30;vUBCjBzfFd9uBE4DY2q?XSA|M^<HGsY<sGxL_5|t)|D!qh6
zMNkl;KnOL7(j=6C5CRDyXHooq-#&Zq^T+Y>k6d16t(9jz&&)md+%uD75=5FKET)HF
ze$^dwduHXZt8gECBQU2l@W6WhtQ?jasj{3!h@=>}OYnqL78e{lHWN(wClyM*<EqB<
zTbOk*H|3#@KhDUD|KgS^hLSf!n*}?RtYsn<fN~~k{CGl3=c5q7jCk*x5wD2xk}jHz
z`BupC*hNvU<<bN@lb05=eE9Vc(DgG)uc$a+-iN@$xQc<en^he=E13IXOP${HvZCBE
ziaZlbqCu-l!ORVSe{tU*xgmgUd=qgG#e^3sgM=?r3d=N_dzyuiIY=*fo|$?eL~U5M
zO_@uDQ$;MFXy;a8YP9w6`MZH-8N8oS<RdPVnG?rY!zUe0(k_V~oSvV4Oe?he(cwk!
z**8s=Da>Wt;<XnW)5a6l;&XsYDhGP2Jqeoh@DjsTxwVTF{W*DiupwwrlDU~^=-!xM
zf0L5LxGLv-#_-y|2WqSdS>_$KiSg(1T8tAqUTgI-39Rv&16zpq-kjrhI-C<qcwJYP
z3rdsYM>hFtY}Duxa&rS58hHeMF!W3iF|Eff2@MA+56NR|bvP$$k?hE-`6%_3Lq=e{
zy5!7SEP$N3BOwX^a_0W9@NG8q+m*B;@Kk{K9=RQ;4tjZHeZ7|c06DC4s?q$y#$)7X
zzACfRL1U(%DntDi-o(rI0+#fdQuM(#MTL%8Rd2G2k^VZ|F`q269KMv#pDkfTF-|3v
zCh~pK%&^|*X9zom9XCOamH|DkUr+73cmZsI7y~q$SJmgV^$)E>i(K2)_aXU69iU6n
z86)tld#Cq^Od|So?CM1xm5##^GRk56D=LBFJU5oAMxsN52O}`xfD#`~9ar)(*Q3Rb
zaL`(UNmBbK>BP@wVu`Ms{>Yy?msJFPXxJDP!!-K?hc$F^P~cL(bwln@{mIQ3wWvbD
z<_kiksDIhAh6fIv%uk7$aB-XXtRt0lA~dCmZKSD(7TKv6w7U<h_5~w*j`6>|+}@72
zXUwZvC51Ln`#+kYCm~xUIOf~bsQBK1#MrEq0;NOo(s7z`nHw{6*K{``SsuKha01Ib
zr19UE-1n!KG=z*|<`x8g?>eU0d(6OrO%n$qgUe>gZjymqHNm_E+UybRo6fvl!m^Fx
zJ3_4hqzD~*Jb*HBp?3WEegaLO==f%rX32VBw@#9_KTrSlubW$97OLeRrj&Y2fFikN
zMwQ2l>Z^(1ylVk>v@K${WT7M>y9TQ%l4pNfk=j8wx>pN)uHA<*81RlnpzP}8qB!0f
zj~zDgyKKU!#L&nf{13k62%j0K3G|dDN)&$K*xY%;Yft_g=41FlbBs2{6gE6Ae#t>u
zkwab%q<>^xJj&}_zg^m+V|1OXyCDbw`ti$_xUf?aKxxe*;r++Iv?6TkF4(tKFw7Fe
z8<9M+;(cbdbd8m-9tYZ#542Xpop=eQ2;07)@gUPL+jtKi0(h~StK+_FEy)90$@AM;
z@52=0Bau%+;#4nWf3b7Cb19H#CEN(Qriy<l75gWQMc9xQm1sin2X|#QES$okfVd(H
zDH0UC#8k!HH5}m_fECo~_~k8_Wx@bSot<PnZ#<_vMGDs<ZRZWWsuM4R9#oO+1rwl2
z4&i8qRnI>z48z8lF`x<$3f8Xv?&*fVfe!{6)}0N^Es6G-8EfGAFrS-HmZ7vFz;#lu
z!c>;Nw%t8IDhTPgl&_uRqrl(H^75)=1O6PKG!n-5^37@-ieOZckDc{}<T7S6nptR?
z{M0T*Z3&Aa*?C@TYV^tB!bMjh9t=d*0&rO2x=^%6;GKt%oQ`(ope3o;Z0*F&a4gi^
zHS)Te%Zo0V0nFCWTClkv@RC_p=&pMQ{(oYY=R8-Mpdg?F45W=)I>Hd81%FK(>twm>
z1dO?ZCh|4ss3&nuM-BY5a5P~=^IU9JuAO4_N|KK2%1nrsLcZsf@$|&YvPelJMdt;e
zHoVaa@qgt|BDBfQGvavN7q9eW<jZo=CB#=`#eLMFK+To$A<qy3y<s9+rRpk_6OR~Z
zS29{Vc_>CKoc@%LLYjeFDID6AOzn<56nKHh)k!;9n?a?~h`!TbI*dvZFH1T|1qLUJ
zGQ`ew18wj&jusO=BrbVz+VD!t&si9S*2tu$fbbepaoUTgtdCW5#RzYLc`h@L9K=fh
z0I|{^O^`2G1G-GF=MT=$=@E=)PrwYGEI6|>p<QQI1v$?1eUU*43`r;CBR_jBb0?tQ
z5<i%M=`SfSD9}UOlKFA(u0nqxue#b8ffxMom+(JAI$Z3a9_>wbI^5x^sir@bL^VGx
zcx}hR*8MtT%4vB9X|E0h)QT7#(a_6VtD=D?YTq6gWgE}Ed>0;-sQso|oL#H&rfU2l
zo|=V<K-!{Z|5=8Fnbw4B=CK!fj#TOo`wt!_w<ca*wnqxJEOeLt8Mo{wMKP}^iz*ZK
z_?8(@It9|m?rTyu>;84gYdzHb{2o1cQ`qfd86ANXBPiWQM<B^aKoR;D%4=wzexP4W
z7`!(9Xi{YJdV0aCgy;qPuM9@gGEW)Wwa+&fG$5*a>gJ{i>9G3VwgcSpdHbwq??CE|
zl(0$Bv3E+@{<qy1bbcw=1jT(I72IFQ!C6LnoJocRSOk-NVD)V!U)Llls;T0NIe!gA
zcA_@4I;0*<ENR&?5-Gb!AGJKry!^!4-9s?P=_=Eerzzjsy!$W3JRI5P5S?2vOKg8{
zoJh7T_~V-HNNZ7p-ZZ?)-JWG6?E&*zj~*Az)U-5vdZFp-+C5U0IL8Zb^~AkCJdZl;
zrEj$L^h71^qLG-&nPj!@rL#(p#z874UYas}=;mp;Lq78d>#xgXGu}(#3<DmS1ewj0
zdG%bp>_Ck%u+r$1Om!%EKWu~p22?sWL(eL0dDq*-4-SG;pWvDBaX_iHwuF+dL&ieg
zF8){@OX3@JI^uh(`3G@n-ZJIXeY~#plcs<lF+drE$6pi@R<hZKW69Xjp=(F0F7Lt+
zqg+n>b$q>Aw=ZkIS@)Pbc^2Fa_AFY{v=}{f-i#zx{)~2fMQJ5fZEoN^@SJ8A_QkZX
zQcEe``xoBt%k`*93IFSUwA~G|jP;}eOqjpuPkLw1sF6QwKcmO6s>dE2QOfT%H*C*u
z+jwAEaLu>X+Fz|0;R-M9Z@FY#h;vXb=J+KG?y|mHr(WatbXLsJ`>zPS+3D~$Pji!q
z+et1*#)|CzQV<uot$0n0dSUjwD8Ikpis*$0=7IMV@HR;2`RysIuADSjI3rgnMHlIr
zRL@xS$M$xp9Fn62(tT9bqnkkv)K;>vgp@eP98WAF=e||6FT^@HHwHz@xPoiK1>!CR
z9w`O|!ginF^nqJw7P`!IUVEf_$IgH91k$Gyx`tv5GsMWfCAQd<f~t=u4EZEx0&<i!
zWc|=A6F%W^tc%gisE+W6^e%67_!pJH*V*NwS=N5u2{oX2C+p}3LMHN&&gFKA<X|^K
z-3x*jn|+x!u`+E7m;mvNlxWo>on+OYZE+ae=&c2)+7GyhPvfdc^#t|A%ThWk#9OXh
z_-V+q$wSwfOiwd3+R2Up2xe3!k?%|9Nj8mag4?-b$B3LS>@j@B@t1VGA9W|8yBz8$
zdS1a6h=q9N!3JT`n&`t9lFX~H3Bypb^|bZv&r5Q4im}W(lw@*!#O{5)swZ`Jo#hbg
zpto{auXXHV_zfW2`&$>MAI}roxWpoRT|eMFsPTL=W*5w0ZLe2Y7ToltmX^^}pPT3h
zQ1h>o@R2UqahhU*I@A`-QTy6Q;r7g$^t^pTM{JInrnW@G?0G|i#Qr*qb7)T@U09=z
z0$Ai=5W!w#zlU4wAH;h8ECs1-K*L$_|F*%J96odKRe=GPc}Hqa!Z#+C<~Dre(s0_6
z=@Q9Sw`UHA*#Nlbp%<%w!zuDU;6;ERbM2t~0Qe~IcHf)>9|yP($UuRBOW)Jg`xkX_
z5<#?`vCT582D7MTK^e$$;0t(LF{38Xgyq%eeL$v&yBFFh$m*M~9zg0E8C}zB+-$k_
zc@OLGExQx@iK76I<V}h@zpJ<&cy(9I^%{OgU`cE8e#<*z2@gHX0nC*#8O_klY&%3S
z-0cyw<8c%CuW7G*45gk|7cTMlQ11SY0IM*l+<Fb*6#KdZ@ITwCmDxRfSDEwW)#-aQ
zLkmyfJC8UHAebWtB%Qz!Z&F_0JD{M!){gDmy3POrx9c*cXBV$=Ec_nljN!9o3n|^H
z2HSvzm}AxAMHpSo=BQv)@y;Z&4rt%H;R&uTskLD+V^GJu#PF0k*$^;?w%?_oF6|Ky
zv@FKp1bFY*Wae@}Mt{Kdxu)r{MN^W=upT2nIIeVkw16?C>>}b&Cklm=gcIG7zOFce
zh)G&~$wAY+K9Um8sejE6KQekBjr0EH$SG<L;PGcBn69EVX5=j^ioXF<0qPV({%K~+
zy}w!ju>le(5x?$ZiH-3U4Lo;&SB0yYcO;L^ItA1Sg6K0rL|FS-hRw+1@ny)9w?l(l
zl<>FkvqQ4uC;ek6=bt9x1I`2|;pdMTQ3szfgfT3GJMw&}wgNDTd^wXjv)QpbsH%0%
z=%XtvfucP1ePe!{j+`2Ogy`u-j`pieZzOI+;oRcMN3|{Z`D2s-66-Gqgi|)(YPnC{
zT0hdH<i(jD4?UXj@eJ|<(q88RX*~pfE?Gx#1t^*vV~#nC?&eMyRW{G1N;-d~0#^5z
z)3fW{(Ss4(2{^y_^Z~dMzA)o{ISzJVHXoT%);EuA)p-%dCHjJcXM3`v0%xdmiXWJr
z%&Eta4v2V2!3hl(G#ytrqulAf>vLPD0#n0&O(ruR=M`*7W*9bH`)!EI&s-Q}*-qP3
zwqsk&qC8{3rsq!aCqjk(r=Us^2iG|j9P3(lnEc#mhB1SoAX(`t+dr}r)>Bx$?H2k1
za?6sQPM<o*>|e@Y!wa*`=1usLYys!ke12bE4}<}i^31cGvYv%#VrG4BTX~1k`H?1N
z9oI%9#z7*cB+Wrj+w1KJ*2K&Ys8Xu7%!0Z?rZR~CDDjjrf2zyFcC!zj^T~CIm!tSo
z-%cr)VGU!3QKez57L=3@F`jP^*|t%pv8{>dPGaGDN)PU-xEII4Y-szbxiXEGk8oa#
zt-iCGZTaQ}<8n7u%@(WUJr7f$89nMrr|!16>jWMb6}pxhR~fie;7IeaTFx%L@TEZc
zf9Pf)uDx!JtG|kn6+P8<JW&536&||Bn~)*9&<5q7HAR-hUv`xf<#wzBcoX*GA#R{@
z^1y_6C$pPx<-A|0G(cTYv_Ui)wfP*b3MlA_s~#XfvTOw8!P1c}9~*qn5DrUKJ3HUJ
zF#Om&(kWB5?<-njj-Xr`BmhkP<jyk-1-iISuA}aX`Y|0t)#cjW1jIrQj_?f8R0Cb?
z#>0Mj&KMa<$DA?rQ8_r`0%YC~J)Ew+6Qn}(Ef9_C-0@KWi|7bE5Dk`g6g2UAP~Ba=
zo)3i~V9Plqr$)QcGo5o%YEpgk(#U;kMaTKqna){vs^Z<0+-U-e^o9=Z)BvjdiF`;6
zYx<c4V4<ydBxHAOQPFG*hsrYps};HVF@E#NE1!jvZwBBa+>@!Kl))$UV7u=v>1^MI
z|L9d=Ibx2C#2e(u3q>f`J_*N#oM&o$8)W}5Y6cNZJ{tjOZiDJvm@32vJT>$x2=IKi
zuIKaJ6F`dO-vh2bv?H|#h!|50px>`~>3S(><oEDYyn6C_VuP<rrnLTO*n(87#4KTr
z-9fScy(Q$;$aLlKO-VDL1<QOV;)>wvR!8=--*w4=AQzb)w6c^hA9(UdMn|EG2~&7m
zJZ+Fx2E^F`V6*jL=d_|*2j{n;UnEhxPQ+~5TvN&k0i7-OjAvW%xH4vD?G<kMfdu^G
zkjxIKfxB{M@RHKle*vb6hA{kgNQKidL^$wdpq?784jQ~D&M*zqxAY?KA*PT5Kg)2I
z)QfMAD%+%sgAe#=G$gNweoa#IlXC9%H-FK@BdK*^z7Lh!7{`yVBUCb3>%5&uzuDp!
z${_k8b0ZFRMo-Pm+toJ0@EWcj%l7-c&ZtK&96pIsW!OHIImZnP=`|_M==oV-=^^-z
zued;k+d|eT?O>cP(BZ@NkAV@;`Ez0BpKM?#^74`{)R%eQ9?9Su@Js#YUHm@)MPmd|
zaLHnceIK>-nEn}$*G$Yf;s)5t)Xc|so9%Q8_Q{`OB*_C=9S<Ma>JFy0COo#FiQ?-r
z2CSa}xp`|c!^Dl1MM?O}xjp`;)9AO;ASvuNI`}xKBi+0M2kd-sDyxbD=O!mlbH6Y4
zDUc+7bbzmh?1K|C-;8?q(@V(nCpb?rJQP{fg>H31cgUax9+<98NsFVY<PCd6Wu76&
ztl3!URBvDafV%5d?=>)<<Q$u}lf%$%#AIB3+FWQIgkl^t&*in%q%T7{x5wjwMhKy1
zQgX(ax)6>?x#B;*znmQHx=&^^wDAzVuZdp3r5D7xMGarIHc^z%kAMOslKJ?I7X;|k
zyd+^Uo*NVj7|R1SdIMIbh4N4)X1TJHFzoU^ijts;j4oey0#z7SNX4EBkCg`^OinzR
zBNv$Yn$$OGdis8~UBOTH&L_LfQvZze+4}=F;OZGlDEK)q>_w9Y37C}LdDtUfehB*U
zmVXpB6q!43&&4wW^i|Z6w2{-f0I|UP14%p6iUP<Bw&NnEO#jx^4p#>Y1N-+&p62fH
z9E#{oig!#ED=X;1Z-yKjE$@Nb&+<y!o<2_V)vGwtcfS!m3(qs(8H>_%a{GoGZjSR)
zdlJHX<qwtxFp?%y<$fn^{J}NuAK=uo9o6H!Ug91@TNS#<4y$F9m{MxGc;(Ln&fyhI
zaC2cduOUv#KgfUqy41w-jXAN<$oZAfDDNikXC`r*9_TGu=k{jzU?BA&U{tkDiU9$f
zlvn23^)R@$Tb7H+Gs+)TpZTRZzpj%*_Ci8Jv>o9yWpw)!j4N^EG!}*ZobE1S`iseS
z(apI7(|587q#1fL0E}S7YF`*Ud2Hh}_VWN_J+|<Tf<R2zS*^Jz?-yv1;lKj@&2#HV
z=Pz|JM1$xYj^pj~N4!Vd2)*G$6~r$reZ>fW24Uu~fPu{!;yZ1kY1*YDLsSu<7#J{n
z9g(~vt$6Gh5`t_>kVmEh1!qo`Ib*L^nQDJU0(qb!a0yrt3?R6AeB`J3Nnkkl-y7QS
z*SzkbA%K?Y59hb94!47d>_{F)&7{*k;Szuir~kV*34#SHdi%`TW7Qj(;)eFg2PEvt
z0#kQ|ps$ULE@!L{h4bbH!C4%cLxz5<3pBHBMiZKjMsTW>B+!72kKV2Hco%NL0TQTp
zVC#|M><d+fh%{T1NyZQc?eYNx<EH!yDWu~J&<^N9T?M^CXJ`7G(>zvhe!D9KV*GGb
z0)*ivo~4p)_cBCl3hw3bwiC$qiFP2TlmL(3IzpQ40477C;*?jE@xA{%PaV3vBk}}T
z7jX_w;&u1J;4*)<cFw#jOd|S43kzWASq8YS;C&MYEXY*+ei}DUOqmrJ&^nN5PA4_u
zzBuLvvGRDaZIm9nA(Y<F4|>e^O;eC~3-96Ty{tNAfzY)y4Y<Iga_r@yc995{5gBE~
zs!qqWZVPJFR*h&lXFRx-?(Rn1#bGWIHz?$P7~8Yij=4C_C}c`Ug$E~{`jatnQXi}i
zCUalWQ^fRjBIX)95hylSM!ch|7HsGK<uu9x|H0AD>Dp~chcI^gi3M$^NLW`xc41j=
z8$5Mv0!5IH9Jj#LB5&VbtGS6(19~r=3ci@C-ONLi%3<2hV0$J5=42UW7-ls!!#uAX
zpqu`JZxn4Tl(Z~fVM;!IKX9CXoe0`tk4R)od49cHIf#sSNswR=WCSv)IrADK27Zi?
zoLTq_Hi73x-O&TVpbpS8*q;_})g-oQhP<oo)v2A)sDgX4wO^sHrXq|G8qFsoSXb+!
zkJYAyyWu;)IXOkQ4w8q87z0sm+xeF|6>ps`GtqXgO3GXoJE<=jsLt2?%GM5Ozj4Vw
zkKl)l%OGh!Wito`+P)(UNv5|S&d*u2J+LFSxw}xUE<TNr>rKl1(!^7C#F@3fG)nD(
zUpx>u7nIR{UCQ1~a?K6WpvRxdzhdiLHj)e+=g4Exc-2pat)BQ3CVsz#TiVC7bSs2M
zIv$tZ#X9nae<~{%ptBN9sLp0nTD|442J(Ejf@KBAW>`7y^7c1`(e|RV@%8}YuQ~6w
zER^X$%>kNw1$$sC=`bGwz#jD!+Zp9d^Z05WQ=^%Doxtjei}*!L?fOORYT33@=31Nc
zm1$m@dU1OlZQiCT-`0zLrTBg=M7PN7-Si%5)%usT`c^p|%#0zLy5B??6)<ozZHO{p
zGiU2BqN(XmRdWYR_?AO?z?%)gG{)5<d{nmL%aG!{LBtuzJy0_3Vak6%p1{czaqE1g
zf!VTcvXq~{fxCKYHoxfQX8&>*oA1@RwpQw?wh0qZNapoEbamyx@~is`BIWX2@v1G9
z>HA6u$!2W!<rs;TU~Br|cGzuQVrB-z1KPb{sZwy<S%%TA46fdRA75O~zMJMPi%I&G
z%t*&sno2jz8HOGdFZ7WFQaxS|$ftez1WZ7Rrvd<4X5r}%fX$7nFlyUsp|qK|7%q<m
z!y`O^SNdL8DmroKu<q<}N0d@{n|SigkULmicU^GnjtXe=#OiWeJOJ@T^@GG>&LnfC
zx@=15a88}+EOCJwO25I5D`wWg>c2wn)tIKwiF$E-e@7488?Q=oR_0+EOW90c3KQMj
zSUamxDr{#Tza9P=Tk&Vn2Vq25LcGUE9iLbhXUJ`6zd5%?Da>b^_Rs0JIVyQpSj?J)
zHD#*kUSCt4M0Uq>0R30yk!?vXqPs~sr1d3<czDUUN+!z6Ywc<k_6o`6wt>0TezKw{
zp@}U*8jTx&EuU>+|E4uGGmJNw<f}-0JJDbt8KiGP@gK!NGWU_9Gk_GCG1<j`26d2o
z$S|PLX&?I~kuPK#yjhXKC$VS~fh6AgGo@d1_~?0T*QFi)Lx<fgwwk2;oO{tupQX!O
z{%R;bnctp*h59HiKIBgvV$^4B;;aAq=V2IdnxiCmP6>0I1UuS(C(Hbbo=MQDsi~$(
zMZRLY@f@UO=-Y4o^(He$<jjD}$s^yS?gGk?%N0eMh}R}!?t-KFSBi|@6=~<fuC!y;
z%xOLqtvSHZPZd$+MNGUVb*lo5{_#WpZJ4y7z|P+%xz-5sTw+OyyeGxwf!=P;sYPNe
zXesZbwGC!eb&!n{Ax6O+rC?f5C?mO)awfxCcXo->*Wo+;z9l5>7rL{F_rv!btJxn0
zqb%OKl46`iboScT1dG9&8G}vInE~WAyYll6np$s+a<}Dzuu{Hf3_}kB^#|9ojKkLM
zQ}==6=a<>sA3Aw-w7x&*0e337a*3Y#WGi|u;*K58Z7{FvsB}VIa^YB#6~gWm+0?pk
zY7BTYCsTVGfYGK{ujRr7H-K`J&d~)@{*2B{9ybmj4Pe<mJR+SR*WRT;xoz~&2hj5{
zh|>K$POb=v;`0FR_Fb`HgbG@YLCaY3^JkS`I0=W!m}?@?H-z_@E9e~#<vz5F-!Dh;
zO7H<j!LMK}cdmV)F#?TKS)=7WlzHwt>M`jCFk1sUJ{*tqk+uXbP<1xR$*4%h_K>du
zQ+BjDT`-B5&Ypz+ko?=`Ym8{+6|NfL+F#*kYX7VU8GRTRwMfL<sRwe@n!jg_5Pq38
zmUr20jo6XVQ<p@BxG!Tve#Jg#EfB?i4H9LG)8NT~Tx@_#+7K&g10#Mq-cNzZ%b5X4
zSbEM23`N8l%*a}e-I<qHgVm=NwH~lJA5QnCsu!?*RP15+h58_ON@=p^JWCZT7QEf@
z8W7pB#R#o<v<_cmx@!hL%LDGwBf$>1I?ZB0#-eFO2|JqmCI2dubDhat7LRmd(<y5`
z<$;7wZ?Aay3bnbd&Yr%uB#^IqZ7b!9=sAcA576vyloFfwskf7gcrx-$nmXZxoa*#m
zs!VdN6Cge=o4EfgLy(@)gHwuCN_zx{NQlS%|HgOzi<j_YiSfjv)*QCR4|D}r*`K8%
zTab3{<R+#9L(*jYXl3rJqMu*(^N~ewigFD+Zw1;suu@)`v7{e{%|;X)-d076bmOav
zSPph&+K}xWuWI4xKa$nr)+8;%qFa$1n{h06JklQJzjeF-z&C+MPX?qe1ucGfH#{fw
zEjU}8!;T7~ABo|M;J@&MZPA%I&uCgFs|a#nW7CFCDi>V?<WKuON&%SjzY3EM=)UgQ
z%Vu(1gTDcE=zP!^s82rVwZtg^pK8acpWoFF^)+xu1myd*z1kBKZvQ3h><^#+=eHq{
zWc~R+W0L>gqv+?%+1sBQmCNhB#0IXcgIp>C>1_C~j=6i<AH@RA|03OB>nAuInYJ}a
zc84@rPg)cMih}=A`pD}8PjVn3xzrw`o+*T!W%koD^5Sjo4Z@7aKTZJhfGtW>37>!}
zgO#SV7M<^*hl@kv3xTd!(eZLNzZH_$bf5-Ies!w8`}9{CGnvKt^!=~A@jUaCe?&2>
zPRP&9!5QLSBL@rcsn-|3WU1Zpx=*q!@7gq5|HPq1gNj5=A=_-Wfn{*}i?N9#zAj2w
z07@wfM#qY(Xq<>R=cLVVtBxrJ(sUP&+a9@YjIx(V#-vkF|EpLho;+PZVs>@>;0e@e
z+WuW|#T+(kYxP;>&77v9Kkp8c$Ktt4D0VFi`+QTvS`yNSe+5*-yb{w&AAB$GS@MSk
ze-$4p8v3ygXeSXyohEpKeTr9=_ws9<hbQ*=rsdXMzR6ZnL!C6wAk2u(E?}>@_7DZg
z2mWFd7VMWXlc<@GmK_h!YqP>S74b_9%U|}yI7#vTE&liymeA|d{e5>xCerH*q6{rQ
znVNDAPTPLgPP%z544Z<fp5cWdOMlrUuM}wu_z$8bAk8|M9j1u63h4WmMyfubVweD*
z*Q+e8u9&I)wtkEcf32*&s;4<Pi1f9E(pQ$pvYo@mG-n}x-dKO5{f7?au{Ubr?EOLB
z1R$;lpa#C<edAK+6Rfmk<w~ZwSF-DVlIE3<B+u)Lu=cTk=bWKEsF|t;3!|Ks%=a6k
zXFaoTXy)t8I<-)2fRYr-2GT74%zQKZNcE!KE<c3c7Kf>y(hSh5y&A!Mfot=+NEZ<L
z8A#)jEq7z3OB#*_OyRggA>3ObT&D*V+Vz-p*7S<r|2HqRoBHBx&$R_Q7^xj+aNq$G
zH{N%Uyv^3I7xSx`3QqqaVp%6RzcF{M-@XoP;!FEc;K0iIr4^5IPiY6bVkW=UUBvlJ
zD2r0n)VqvQG9Ny~RcbXh*k{j=>qIff>$YeK-mJ(sn0pZ$4u8eA90sPAQZ15@q^5X@
z@@IhJx8`7G)1zvb`4$jfugA`}o5z!XSPDD3x9_FF{x?=fAu}KO$5Q)k&l;8i%c7Om
zzbnSkAv`vk0Mt13dVfy=M%hA@d6Oaa(N7*xr2X=q<F#sNVw?jj1Y=s0lE+PpRapIP
zq;UOC)GJb`)7JA@xu%ktpES$9Dcz7ZI(_d{iD-s+<*mPdEL3tuACJ}AfSP$RHk}`d
zw!Q+0a1MBw{}$m?xhSs$mb);;WPO1fOFiG?VO}hRpHICOetw0a#-|m_8FSwpv}r0D
zAcq8YQT&&=+!L%ZkJ&DJD#>l;0pXnVf#7LHEuJj~QX}HF9WABL{b9rbRuA};f5#Ji
z5|17Fo7%EQA=*T0?r)|<GS_}=l*r63Ua)I@^v&E=S@cWWX`V03hEo$SDd+E?Gk69E
zJ^$g-$Q+Y3L#Y<9nQP~aVKZPr19IPk-0x2rXaLz-^s;>s?@P8khISn$$J0u#Kri_F
zwpNbI?yd}}Yvcw;ge?9Z-r)A9hCiMt6IxYa{b|Sl;YT{3Oq(RMCE@+md7A&5ANgYk
zR6!sAX0jWu8urzCE}d2MvuZOmk>kDcJt~xuzobxEEunDmhv3ts5N-uvH1~n<#v>4D
z1IF`zNfkw{d8+X(1<}?E#wrEe`b#~m@`=AbKXp*z-@S`ZNlHozB<?xz(fio{H-iyT
zm{2fr&qI!)mAXL2beZ{$G-pQW<A~RAvF5m9cTBh`#%5>~peVryo!(v%o7KjX85{fa
zo0M<KGX6Y^zv)V5Nm0F+SxEV=99^x8OX{u0cmt~I_!F}9TEH6tvb#||<RfIS;#h1e
zbMOha!Nl+yz7-@0#e6$+T?YB~Y(qBCZf}3HnFq^&yBNC}U8;U;u)D_&odonUmulfa
z)_4k<z1J%!*a_O>=2I`odi`_|e5a^P0l2}ZM}KqbKJl4I7UWs0G57fs!c5KqA2kjV
zN)8Nhr<9H@fYlOw5^Alw?y`0qKF`!@fxyJW0K#S2$WO^=PPt^wp=ZqG6m}37JSEHM
z!AKom9UY4gC}~;eCQ=XKU*F$o8*DQf^lpHHzZI^_?$HwqCxH@rt^dSFN<6>+lS>-V
zILq*uK_P+6hyu0Uq&TYxtE7EVaF7JX=IP+Kj)=Odi#oYHXEQ}~5pv&YW_2y>vkNUs
z(TvsHR|XEX-0KDr&tNA%TWMjKL?3?49&j{(dimfzktpf)6FELM&%KxCj((Vz%)pNC
z>1Di2XI_Yxxg0FzTC7+mRJs{zh6?mapBn&g^RIC8yc5bv37B4vtF18GO$D({?4^Q0
zRB%9%61k3Ggyl_0mh_WV-j%bUl<?U)H^NWz1PW)Skc(8WG9kM8VhWyvbB}t-U~^{c
z*=z6f;|r1Vx^jh3Q^3oBN<j;}#Gs4CEl~D~$)Y*qv;!Mwk9P)I5Np-gJp_u0|0E1m
z<>>K#7;=(ic5X`;jMoPe)9$e;g~yun4?CJvbUB$a-BmUvDdDxF<g<m6TxE6Qqm@>-
z+7i(SqH!?e$eSJ&8^*`rHOXTAk>e5KliJT`W9a+Zl_b7?AZu9B`YIB7R>L7p{D1~)
zFv^m`Pag(qL1vU4E@i(3`el{|g^ZHY%_Ajv+Rrx~QBg;8Eq&J556y!>*$Zd?%wLr>
zx!NN9MBD86JAX#4p{J2(>1eZD>t+mdMP`cns}(?gf6zW>ND9yxD7a%Batcnb<=$VI
zWX33)%^++}tO1!9i=KxL#u7Z69o36b>Z_(zMfD$>zCh18liESHd4xW;6>MIQ7ZRFq
z%~mn9^L@xMxD7zx_3fj)hAtZNuqgUNR?7mgZeV+UHpj82jfIkaF&nm-VQaypa8i&K
zE4Sd=K8gDc((#cM!bhs7Qw7L%eBJ5Ms-;me4__)HH*|!7+3d|v(H2fXIY8h6^&jeQ
zJcF36ianjle_<0X7%yv7dZS7x;*r6vK<?W4aRsDVQh2@0N?5Xdl=lQtN?NcicVya6
zG*GLS$B7HbsJMt0e`a{1oCpa0aR(c2Ax11yza;2nt(P5Fapvm>eL+T7hALt8xi4WT
zIp2nISQ7f16LLof87`Gdz&jv$L!Z?Gx{^`vd3)(t>J;EZZvzG2(G=&_Ci&v+UO@bJ
z(6H7!Uz>ZLwToBP<GB%r=ovWY1w6LCjn`U|B@h8)RQ(%IkDt&ndSK*T$%4)K1q`_a
z@tV`L7xFCNKm^z}$LNzinag@oKSnlQQ*gIzVkhok6&n7N0Aal=OKJsD9*nt`&DzH|
zqsnnVp5CkD7|J>}q5Xob$a*j<*QMqBJL>TZrTlB<`un*LW>2rv-o-h<p+g<4fe$e6
z=6O*@!OzBDvwZtnk%YDK*`uOt>I@MnU)0A<V@f9;09|ym*rJ5(BH2z^%gkwJ^svWQ
z24T9vIIus;X}rCsxtkFKT9_$V<F0W~t5z!QAg~CVlAgw+%zGNtIaRW3C)oq9@fOG#
z9zB3l_I{kTZ-YbB=mAmCf}bE)8~g)~JR8MHo$nzh<cSVRmb}slI36$V*4>cP<~QA3
z3T5i%nA2Zc3IUP~1221%T>q>h&*Q%iZIn1_%Jo*NGe#t{z1&xp7)@RJ1nJD%O<zQk
zi~hV1(KN=KGBme1h$n{I&e$LVksd$P+2cc#(2dp8RdW9c8525tT;k<3%#VL#RbpN~
z%TT=3DfN>z3ElLV*XuO)`Vyx4!UiBDNgCqr9cakxB#ddsr!P<=V*gy^ndo?89(Y1j
z@zYdi&(F#e6I+>pLU<x^hqI=aG#I^0@T)>!S%r2y<(Kmxb=>u@l{so^Y809#Abcvj
z`G0Yp`|k;G8Ux&DEDo%-O*K=zEgYINSf6aRtIqi8v+agE*WPre&B8&27r3b6tG@+#
zK!V{w{E~($>*o8b1^6Eshj%-XQ8QMhOY!%XL&<6@>wE;LsYD)uL&^iwE2j>Yt4k2w
z4N0b?WF;%yev!g@;bLZNtWBDD5{vKqv%B8XzV9CLL})z~1QZL#@!5{Oo<khcU_38U
zGzB~z%K^qqZps+@F!lqfScc{B)t@py)qcbm{kry*d;#F|xh*d3i9C>-nisUtT;Ssz
zcwl+{lfkej!jQ6M5XC@;2i?{6l4FqhF_;x)GIK1ZDP@(S?%^!BVuEiN3OlpH6nG<3
z3&fjf^*zokcmbRRu1kpZSqD(O?LqKc*}z)7-Hrl7y*?^P`8~-h{w-)&yYc@0SOiT-
zK>-{A-aK04yd3GksLcp*{vHs3=X2E)5X&9^2M^bA-TEc91|awUTx$@#ZBt$i3i}7y
za^$!OqY^WOp*@}L`|{NaJoDzcz$iQDfj_DdydWh+1PdE20i3nZuL%HP{l}^a7uTnS
zn!OGN&0T!y$Z?Y88|$t<#4kaAfVO5!qAsN9T;O*-oSODVTIe~LSeRk@@l-4D3<v(Z
z@*Z#PRX$*X;kmLexzv{X(bVGi9Gf?mDHg~Cq_ZVwS~zcH%$q0*8xR#}93+8a1{0o_
zQhf1w;JjYfHHq6ZerMR@KbIA7t%MzIi6lz<;7lui!_x*1y8vHmcq>i@-f>z{*Gr~}
zG=gzFnG5g8QmF4e5qEs#&`ZakSTM2{sFu=ewzo;EXF1qzeS@aclR{UDL`M?7$ivbK
z1jubYMu}uKu95$WS4^i@g$A3wjM6Tt9H83S7FJtjw6;lwp3pa}Jjl)8W(sn=v#)v`
zuI5Apssga+rn224!<+}e{sV+QQ^rVEbD9!<44h|-O_U;gGdtwU&-NdSQ=SC9d_kb+
zv_bAlp<b&r`?Rv`R!$u-5!e)@vIWf@{{r~hS>t;(`!#02X)cjUx4->Iisx#&9MzaG
zmUbV)I=t!#ECuty`q@s!vs%DeH`!{GzTfP=xonPqj)Zf(#E1lwSO+x}x<T2s-UZ{<
zDUlk195v2rPzDXA#jO74=Y8lmq~t)2Jx(G(2=V1Z?kF%C0D$y&4t{)Blt^(OT#x(1
z7iEHmlBD3mzEOOMfgvj_aY?qc*1Z}ur3dPspssI03;iHxvHQQ);++OaPlHfjuA8BN
zhyf^dRjPKl%JkF|ykF`H#3<?qF-qS(l|Y76B?eJ$npB`#4P&5Y;L(-I<0+AxE2el(
zQI#V#M<f0jVN_|k3f)4MASZPKoATL8v<)gKnkQBMiBM>8LGVNMfl{;2dHcFHTSPIX
z#0_3+wR9F9=A|aJCH;9TP*8LBiu)YBFdOB_wCFIiqajrae*tXR19?1PF#Z;sd2OCh
z{L&3{7U38m9^<H%rP_(j?pBeN8D{y0dn3A=|6tYxFQo6NMvWCE6nwn#!_>>IuIh@)
zuEjX@H^RMlwswAmZZxNT;?ADAIXD-ex<y@8Yq&S1ijj-1C(Hn&Xp7i4GHFpW7x4OJ
zT94RXEA{Zr|5LH|wcvg6enS@S6HpQRX;b9*?gj(?9?(n!bPP6Mp9&d%2#<rN=O-|6
zUi=s2rThAbUI~M9hPUMEQJEIzTUWg1WzO+@IBei8!zT4Q>q8d1sN-F)&Wkd-vZlXf
zu4NkYBwXw?XZTk#QU3JxqYQUcROfb9W5{EOx;nB}^yU&Ar4<Purc}+TYoOL>F>#2B
zOcFKEGp+*!LJFVxzzzcb)aV<oFn~ZOT};cJ&0~wz9GzU8%r(6pcFbLm?P%?a34l`C
zV@9`t0V-t$3PQNj)(}GU^6}gDA-x2^v_CGnXJaE$F8sc$xxCwk-v(ncRaGflAsmu%
z4^%T}uy<wc{)!G~O?c|5%GEX^CmL3cvSe4F@srJL-TEK8FTEYNe*O;fo<c?Imyera
z{NF!(=`DU6F<~%-eLtq0uierbAU3}}VD$@Lllo6b@3(ddYjPFViuOxt3gl{*hGzzW
zRJ6`pLd#9dsw(>Z#gziA^KrIcqe=;V!5u^s7}<tZ@X&bNumRFvsf31B7ciXcg;CAi
zOe;D{DJw%n&vJ|G&p{BeR0q;C!tvy3QoctQ?awg<&`JI*y0j#)MA3u60@9vb)=jVu
z#e770?HFl1nQ8HpfZ@=!;8tP+;g#OkN3dD$LAb!z2?1E3=Un?c3Xt4=NJDE1ex1=Z
z%NxVkAe4f4g3*j6_pG?8cJ5v?I|S-JCmjI>fl|24^2hj_G7R!b1cGt$t47anTUc#0
zM|xXs^88@3K!<j7Pu^nz#h8Uh#b-=kjg5z2V-@^5n`;@@{xK9Zk}ke`k&TY@@?0}&
zwNo+b4M7P#k9H64pcDJ$OJL>NW!Sn3;#D_YBC|~8iqmpa>Bb_V5dA#t&WXpcQa@){
zHrN%jw*?ksn{r1HclehP14iSOUF+WoTrgunSU@#QwyL0}>!r)9F3ZV63Y-9piP<3J
znRJ3d-Io-1Z$G>60WBuz&RWoRjhsjG3$Lg!o%FrVo~*MhR64Z)Ln#r69i>q|p|?W+
z9CqWf;tCjI+`*s=%Mlpc&(s%QZSAeW(%H{I@tWO-ok5`Zt*EP{41yiZ(WSB-X&rOV
zBd(It%AP!MNN`Ig0%oFHzxC32&|q1(0us>*!RWO-q~D0WEkxc4np#6FTp~`E+gu0w
zkDdbq&&Pad?}DvS-Zs>yU)%Z@Me+tUtIMnMH$>|65CJwAOYQfI+Z~Esc@3ZBHE(-E
zC(prZ(q`mrV5^Y`*D?Rr#j(%HMbx^|DWZ#*FlfYLZ@Fg|;1+GwQTW4{IA3qXSWK_v
zcK?u8b**Svi+)2!2m~`Ed-i2OW6w*8hK2!1Zj#r%hil3<IcpPEx792)gU764gKeAb
zn2I1F(8kIACycsgoHS0i)^r`Crx3WxiLX+iO+A~qcUrda=m+H3phD**Ni=^s)ntyp
zyt^^OH`c+J<f*Nqu)~;a-|)1+68^rj@*?*7b&-NGensyYS+#~JyFwP?TlH^?BIP?l
zV{wKgUKvePnZ<dzmnklYvQluo+l%Z9;N^Y8G$aQx1_X#J;hL^O$%<*2(vf#VO9?A1
zL~12rC%I_JPwir4+wVVwTMFGSmDmYe!)Rhx`KXTo%#UnEho$~Y%jD>KpZQYQie?pR
zPny@ezZGaK9gTCGth;GLPEO_@o%CxBGbLdxa5iS+K~HA{K=@`?W;wtJZNm#G>dE57
z+a}m+=ric4u?~S6e(R<RXNOofweaRtomjn45982#{F<#%_Mx9cVuHk0sTF#nq)_x0
zx;Ok>i7{;4hFDSMbN>1m#`abWT@w4a?_228oLZafWJ({wN9N2|E^Cp1n2m6sj$(Ph
z16EoY#5wh=6Wfz_V1G)S0zWYObVbi(+AQ0i2Y~|Jf<8c<TgOj_U`IWd!`Q5ZR03Ul
z5rx1G|Gc|1fxW3|bf16sgX{A>%L4+96dn&#2mS%y<<~IQ+PeTWmHELQ@O{obo8Ie}
zbO_{HUGu+vV}BD7iwG;<HrNIKp(f?rgF@r(b~jKjX*Df`sdIxyB#*WO7ab=`E-Z$7
zhc@N75lu$(+-91V1!2#vxJH&PgH#|w()2+_!1@*B-<<RiqCsNX7;ow4JLOwVMm8~m
z@tb=Vz6Rc*+F<6SkAvDNv4C7n_OH7TYC)YYTvu;sH7<O#Nc8j30U_^Q+kH^iXqt6s
zZ0G_Z%xB%<JZdF@5YVJr(rpQ?;8Z%=V`D`()0Y!l-6Z_#GXBPCgR$nf=2GivPA|{4
zbjj)ZKlqOAb7ZHldIhx0q%6YL;HnUe{$pUx#fp|q$gujQ?xqI$6tWFu|L^s7#fiC;
zaRRhrm6oOEod+luWbzB9-A%I5T9Uc~D?WNe+OB;=q)|SLhIX+=I88RF-BOFQCw(D2
zO=kLSB<m|KN*oyI1;FOA6C6hQY}J)-7YmPy63c1%r(3Ap#tJ(BCHt$)GW0v)cvizg
zZH}ilJW7YuNk~9@!l+H_4wQPry}^-DTiI9rLIo)ZMWMK$(QU5sjtPT2++R;Lg~-kJ
z$DaT<^X$F;5r|yg7}Rlw;v4x0hwD<oT2K14qUy?XmDB2RHnFz|YvX9mtYmdW>X*tW
zz0jw6_t#C)k4x7Oj*}sy%?}9{$$V8dO3rFww?pf^`acbx48Z<L7n<~d!n=&HbZo@1
zf&dC~)fl&sK=AaWXv16mfJ3m|IUk{Pr~?tDFIE;EDRwXBSADFRF?0cSX@?4m=i9U8
zzKC#TBZi5$ls0KcdTm)OeJDVE0#3n|(umd0-wj%Y^OmVjXcrR<-F0+C!gOf?=Hip_
zLd7z+DhhcW!73+6&Lf;1)bzKZjn>Cmxw#X}OlZQx8#`K)J$0CK^7kS`5m{-CkISLe
zT1rCDx(_dx(FU`_2Fr1GpUk<sF|UwK$?sa{Sms#pdOCZ%%5(ec(9Qy1m1e9rou-7P
zw^&f$=$Qw%Tth!MrG|TpEAq=M;~)?3u?iYa?E1FFF^kfT&&d~=d*Q7V^TM6Q6Vi^*
z>^ajVkAm1A-mq$%YJ+sLU2iEY7$)K?-fr_`p5hf(8N>&g__FWJp7EP3@n+@Y%KjYD
zzSL0dREW~|*dSi2qmNrehmn5hT?}dTMWP48?#@maCSPRpnOwUuHRDlglU>P!vG$u8
z<)@8GO>tHR?cA;M7N_Cr7PqfXAs(~a+y7(-!S-MN31VfH&yWv%>f4q`?ijgg>(0-p
z^Bwp_jNsR4bfYd#wT^C#7BQug-$AM=K$|UiW-srAzXv_7@?nR&L*$08bmirO$B&h?
z#sN3`25_^>kLcVWko4FWL4Ck5kG#?@7q+80lB!FBwG|rV?C*7MFXoQH1d>Jzw<zCs
z-VlDGD+SM-1?(=oOA7n=`uGew-@)i#+4F*k+{QnP<L+-#zc^jraB+!kyctK<L_5IP
zVd>$gj)OKX>^YtMwU2uD$@h|(h-GLeL6|;0F!|nEU}&M~@^hO2?DR>Osscqn#oNFc
z8$|mFo?+ej5wi4DVXFU~7NRGQJsBaZIYQz6&}1Lp`AMT77Q5$@eTRO<QkNewBAttM
z0NaG@-x5jI{-9lX)05O)vPSfy+O$A?y+s=Jpp0laOKt67|2I(|>L)|&=ucs#mMGxd
z0Udd)&<%q-Zo|!UO)#Hw5xX!5?r<!BenVG7rtijR)1X+%#%N{11Sv=nl(J`zT|MFM
z-gH0XnG-uS&WZ3^rcT7&ig!+59bhhH1uDVIH%Q;S94ciOKa{~eMz?S|V{?kmt&J0f
z_LSa%aGBf%57@Ivb3wY#P@fhx%swVz%=?U3f1k@FLk;Jixm5R&AKh%u>QUJK!7{g*
zOn889Q@$|Um#o%8g(0ehUGgtFQQOdQFi4=<&YZ#&r&XNl5~7Hbr011Xvhg(;4Y#Ux
z2}4OJd-oQY$G&OBg+Sg!`5GU>H#Jzcksl~bX<rDg7Wg`8)0n~JTn#)!`-J<$;C)Zd
zFSqN-#eTN`<{and1$7_Ve{-bNE+fombXgp>t5-pzKJ`2;fg`2On1t55PihjF;o-E2
zv&z>bMcR{g+^71zGO|Wo;H|ZU^_8KHAT@+-)ve*Ca;kD#dy|)V0GC-X{FXp?q<)s^
zrnhlu5K(h-iqPe`UJf9uIlq+_pEXnmUz|b%%1`4HvjRpK9Z@n^Zl<i2?jwkz4t061
zd@UmidTxO6Z2OBvG*O@;8Xu71<!bOKJ+ZBb2(`FSH@>BCMQc{MaNW>ef-<bS@0q%7
zY<sQ1mVag5yN*Bs>KH+Au;o*7=dwb%f<rmF?e~x5I}3b+t6!6+7wgKSt*c@E)y|N5
z)`HqmPu!DWm~ja$UH$#PpNr8;uyCccHumJ!Pa=24KZ{Hn#K=KBnqCI`f=)^dOW7l2
z=kmj`KMTpPp0mp~yY@v?xBux8dJ2RM{?}zU2aTKjme=~Vf}O}QV}35-547akwq5*<
zuluOd^%2qkH|K9ZvIMy2c)=!gkM?=F$(8rolUqSYK%j25Jx~uI@^iZ{>OX+NHM+e_
ztvzLF9PMJsHIaW|^bD7O3>`NH`0<hPJvh+V9fgYwG9tyIp*D1P>c^k|)NSG(<7Pm<
zNqaEOw>rQw++k+S1QuM*ZzEyz9EQCCkM+Fj#vl8(wukz(O^6K?oxATa)oh&_yGUkM
z0adcllsK6~SiuK!md{6*PJu?K+mdX+v0SF!cGLB&>=@$*;aT?XpTYsn8RKodwY=xb
zz1l|>D1<bEq5g@c8#HgX(A76yi<oj;1!u*@*#lRuItb@98J`nSe9W&|N+Dc#gjOuq
zJy<JHAZ-z(P!?{wq@RQt{iOL6H2qywF2x1?4i?jMI9Tg-gUkC306^rl?1hT;dU>D;
zHpw5rVg>qcs#~ZNUsZToLzlmZPwfzP!^OC9Tg8~b(dKbWXr-w`*p7O+NPze$5nFiN
zC}|L;Z|UMMZXE|efxE55aI3hRv_R4Vda`ukap^*MrPjp;=vYD|e;j{xrmc(ZaMiIv
z2SK?Whi7G7p5$hNKFlF>+Os_Zk$K$N$#yb&w1u}cm{<-eqhu=nV#e!r?!_aM;jddU
z^>mRr72;K~oJgZk_s}r0n-O({ZM{EhrpW@xx(%}_Qy=j&&<jh@3ENc)sSFkE5PODL
zDPTCluauS}VM+Fr{JPbscXVTWer$&zVkU0|zx{Y_@(Ck4u3F16U!E7k?pZ}&RGU*n
z6i)+3z~OrEq}MA1AzM)HHzR28%=?9175mUM5a!{gxaf}V&@(4(Nt@M4qRRXS3?SGl
zN}U(IoKTG3bJVE_F6e;yuZ=3Sk3ca~RVDW3WY`$ag*Iok46lyzBdy6)-lZAnYvF=R
zRgPEFF@$7bvO;(Swo;|+X4fwWns2b>n#D7b+!U1Eoa1i%s_fiMZj#A-9kGiJfU%yS
z6tM#!dD-prg3-8(GGVk}>|AyrCMzv%ZDpt|_MS8*DmIi<tmlVS@aTtXHw5^IAJ1-U
zP1UKq`PNlYyXj*~c;6zuO|h!l$~>@bcJc{;qqfycH;O|0>qdwh(vIpQ1|zs4$`t7_
z3v%`PE{ed9tTbm4y81sEqWel|n5u!f8->Hm^T}47PnRz=(7lqkT(lbiL(neWa{FQM
z(?g33t+ys|pV##3oYwq5Lo0(Ig@>rPg0VW-b0q?~KrNU?@XDRjW&+hb-bYQ<)rvib
zE9&!aOd=@WVoBs5vrQk@!xX65zOEC77QR;el|P6BIW*z~a=ROrX>AbDC1(|<vV{8^
z6%V@*!103nHhMDn9py&oa7g?2?V}NONx%B4HXMn~yh^It$|3KfBHXM<>;j=VT*^CO
z{ORQPC$dAQ%bh{~oqLBd495=(Fr$+5r}Ccm+csbfn4m)g#7{nghd!6LRmv}~=g^F8
zmO^8i(Xtb3z34jNLS*HRr@L{l1MRD9ClgZMV1L1CHYIkHUFt9tC$zz^wWdch1Xop6
z2Dvjk!C$h`uGpm+=FQa*WHJHwzzJab?We{xWG-1Rb-Zq!fA7O@V^&t6DHKQN{0v;s
z^x%TF=C>km2S`Iay`dP};<kxGk7a6A&YE2Q*yGSUGB{npi$gc)5k9AvTR-!^pRCB#
zE|gG2w0_YKeit=cuX!s|>*=a<ofr=|@LT#Gd86d0-4Jd&LkX}HsldV$RG}Ju(ME1o
z%e0a;_GG^1r+}Xfoi_dmfv=iZ$0qaFYsLuFAt)VshL0=+4t?$RJ5}KJgVl3G`+I7G
z9~20Li;D<h>Xx*bdU_f`!sC}}!)k1Ys~Uv1_bdEMcleG1X1M_%x7<lwHZ42f38pgW
zZl~t~R^$M2`GCRHuitdDm8}W=YL=756koAaDpmR!aJ>hF0A+4e?Qa-5R}hv%oHX!t
z8MN(dtERXl>ugpp-q4t{jC0Djg-4BLIh@CUK-PQYm)Oo-Z!@0?U=$|1VA2%E8uzka
z$X`4RdNY62yb^1dtw;bP-mQMD*0r&&_Gyn;j17Jkth^iT8aMoF<}VI`T20oiw$Itf
z;Sy}C?#8$v>|!g6|K0gOm`dgw4EGTq0lW5z{#gjZM$Y+7yF722zRxaetALfRZV&3d
z4F)_^I{VK0fDmFX(i7UUAYU=PEkawCp{Fo_Uh@B+UDa-EI~KI`4hrejRktQ@@IBY?
z0i0$Wu5Jj=oZ^GiSjcG;VgOD227=?u9L^y8%Uip#Jm6IRUzDQnb063zboFxBsqx<*
zl0CPF{aG)LE=7b<cL008f8L&dwuehBdLJA2x#ev`@!RSmxS<(mV^9sVPSOSWHREJf
zyx!fPzny@qyXr#UVJ&0tJ@oOk@w5!D!fJO%S1A(hR~P@C?9c`&U){4uzQX`LvKYp#
z5T;(R|Ia(VOuG+v5U;C1@&+TmVr($K*EY&fy};`S91)?l4A+2uh<;%Gn;P%GX<qwz
z3-vMucR>i@^>DSR0s^BLh2ABEhmzh9PQyCk!|l?a>qb4tzr92+$Gwg+CT-7e<`L4m
z6hz9kY+`ZO>2sGlK7B%y&=N3eMIfRw1~<;f3sS$H!~*QQsqS9^?G4V0jWred03Swl
zpEJ$t2g222f{jO&4AwJj^}8+_UOs-w`4YL3Aej6wzJk>%Zg`;g_wjtk$)?no+a$ug
z;LGsh2qmg-?uoiFnpw5*&DfUIlQf{d<xSav3!KU!YB_0ZI3avUsb#dGZ|x3S9Zk|_
zL18cXc6kNMe4P2kwG(I=fuv9BRw4!c^q|ne!f$Kqghs&jukw~ox#Z2)?M9e4qa#D<
zdcW2?3BY(BvI4pcxOV|csT$=rTq%$=#BUm$|J}etB(DllnQEXJ*V>4nbSD>iqotJs
ztKlbkL4v1tY39rSPifa4msGy(nd!_lO;b*F%|=S^oHCo!q&2=#WKPX!mT68RzBNrv
zMZpa5g?MVrUg-5vX+HQgrYI<Arl<&NrDkfBx_uysMM<K7=0Org?`GTFnS1ZKf8F07
z8-DNC`mMFT>$hN2evJe`jLBGSEJp!koe<%_3RFk!i)SbX4)oyh0y8>~*g^!5QhZy#
z!+1if(K3C+3nd;{Al)zjVH28P69{taHZNT9qIBM8HlqMG3Q0v6U1t(y;pM@EyvSvV
zop5FlXa@AWFg1AX=`!q(H34bCT<ZnwxGHHy_@#8hs(wv5+{6nA+nL>20P{A5lr(x;
zN)(^z=&L<{68yvP)|FY=ZLhf4PBcLERD$5+Ufpl%OSio~JbxTs8pCnSKImo3w(TYy
zy5&?r5Phz!^XLw7g;nS2R4<rS;I73?P?mzf8|K-?;8@ScuB13#Y>}2z_Pr(moxqN%
zR4O>X*i<7}?OBLohrH{S=4AhreFo4B%?Chb|F|T~4-^J}8}9e5bR0i`n{%gIR7g<g
z^EZD`$nM$+BVK~TFh%LXMlB(|0Di}B&s)tMMg*D|vl8Cwr@B5Zh=G^uH_EJlJ#a<>
zxhZFk8(sF*BXXtVk<66pa~Ax@9n|gwgh0Ke-N;n8J@}O|c2`3^IIkDp<(f;fie6@b
zKe9Y|@#2csFN<k(q=6rsZ|~jX5Xkf@N@*-vb!dz#6WhSLx8XS8>9S4xp7+&EIN$;_
z^fFOZx5yif=%se@ATKVK(k%5roSpwHN(>rFn){V%88~<vD!X4W3-%tju3yPPYg4;N
z<6DA1xl9wRQf!%+xooj)>}{>gql1{}---#9n%>AY6TrRiCbA*<La0?VFk`c8Fu==J
z{i=%OL68<M(5!Q-a3yxc%q@MKTpb0a87({<Q^M0FSJ!o7%{AGK^O%{R_0&B;OE(^!
z<nnyENrE<FXvQo+`SmS>o{i@Fh0WRl1d8|?tF+6gRDf}l8uad{?iRbs<7vCh3Yr%y
zztdqKcQrSmW#kMk;=`LEHN|4txrk_0l+>6+HX1*BP`57Y8i1s?j6p+VT)R!dH%{>B
z3Lh>L(U!dQAP(aRa+P|G@7_Y6(9hm=GrFw;4=0>2i7WOC_+iIm?01(TvnF<*hk+sC
z9O|@)oO~q{EiTZALrNBy;TC*rB|nsdU0nWr(zed)+eO0CG~55;hj-j5$sf!*;rpHG
zqPhP1(xiX7!P*-U_{sL$WYDb8cLU-8;H^eJM6n>-Zg`72)Uw)%stpa>=JsJsUHy&n
z7ACMthu^X7kp^6RfHr@V?{8on|2^pN^e1+zGk@+&d`c|D!eCnvE<gR<6SQ0W4t~<*
z^NX@Mk479?Nmta{f6JWiIMivYM=YMQx1=q>($`^6?<0gpct82HDo3^^xUy@)n^c|L
zzQ4<?3&j#sZY(6a?1A;=eB8ndgk}9k4w_Hj>ZX0pT76ZlBqb2M2+~tGwLhsUWT<|t
zzruo<!wcrmz(HUq8i25a#ckEee^(U^uJUASOhsM%y_)IGKxl&f7qH+MNJ7st&ApVx
zi)|@38$N+88bL=&q`q^8)3&tY=9k(r{>|V#yh37gs+-N6_yrk(;JFi~hor)3;RfGj
zlW0@4c@^&m6^GYyKY0KV+Ul-qtBA`4mACnlmJ@3kG7O^^ZXRXtPpYZ=RMYOEXc+Ux
z`DlkNW9LiPFV2pxsZyEQB^n`ZJ^+Q=&%8|Gzv+n2+MF&afM%`m^KVXR%BdZv-!MFQ
zS<k&&d^Zbaw@2Iv+Ai||F|PHEd~vX$$W^}S3}-;uWx-%!+;RKh2Fs#*$!JyKu-T>$
zWH<Fnsndf7S-$M$nd08=i3-iQY>aYW_4<Z@SEiYF`i<CN&=X@lywOT#ib^wNC-U<c
z%htK?%mb{$k<=L!RkI?IEdb{IPY6dP7E6P&w(9o|Mc4iqV@ufHF-)04?%=@9!M27V
z(q3O&xzVc;JxnHtzI_KmxZ&epGsEs_JokQ^5+?aM*3`=;y7hnp4_-6$NB7OQ$kvLw
ziY+N?M2jQHunOhsbQ<kcoa0#msu@AcX%z)=*>L6?5w?1nLA1=J-NC4-T_vN(+tU(d
zYKxlI*NNaDSzctChRjeFmr5sqZrV(CQ7NG`?i2j(_qkS}+?5kT4&M2?$w%dG$T(zR
zAa;nMUAnuwk{Ox5vni@1v~<v$l3d#oaMENqGs>Zt4R`6!v?`4**YBY+S6}wccgPG3
zsoh+<aa5$f?2NBwMd3?|4Hw!QUYlXrZ0}ra*3jawssbs>8kyOir7?d`5{@9UoGPW9
zQ&fZdy9_t^E<EU*8pWtLG_hBpxeq)pg}n5Vd^%}+4!Q_gL~wJ`{dro#-hU9^4=Jqx
z<JqIBC_t0PK||Mr7f2HrOi<KNCNeZ*1}z26lB6>!1AWa4w8fY`g~EV~1eGvyZCm_x
z)ga|=Givl1wg2Aj6DNynAE^);X>t=NAN-eds*qJV4@)BaVY?&NVFv$|)0R<V#T9Z^
z+nF@t29i5H)=}P;aLW<AaEy0nnfaCTQ!sYq#Ef`ifne>SlRt|p$Z!gn5cpPO(BxmZ
z5k6}fUC+iqtEda-ZW)P5r85KG3c@J4+Z*y{OE9{Q^1;`Kz(xbfgNZLk>Z0~Ch&Y>i
za?egh623(17By`W@;j!&w*E(qQJv$%<O_tht}n%u>gz~>R5M@Zzvf@IUrA))V-AAb
zS)8N848h!R@-e2TAJM)>opz(=dCilS(*gdXI0TOeYV18LrLr0z<It^<(VJzR4-5W6
zC1sUd-JFhe(lM`emF9Kd>NkKCGtGW+U{hjkjmafeOn%HLMpTm{^zWIrSiZqXVsD>`
z1}}IoQ|_{H;`5U;cr`c>W|g+DuX(*GQ1gYshG*y?9(7ztRnt#3bw#R-ssMQ>7M)!p
zI0mXxt6m`isXpWNe#mPrz=JP{IMvS>c6F?kye&Rc@@a7P`fT<>V5%|)1XI2z{CUw^
z)hW|Mj@5f-WM+u+<kg33-Mvikcy=1xBE{b-cpfuD-Ui~1Y=*yIYSv|dD#!c7W{*JH
zM0ex*mEq=iVVGOpP-63lit+@cU2_dR$2%2!(gk3n#djZT)3`Y=gd>SQg2#S;W6Y5#
zxnI#Ny_AlzZgpviQ9+)fq^XrEpx3Y=)<AUjjJuV?z2wl)&REL(%}SgD2H+FUUAs|o
z9b8e!xIa0%_`)gV{YL8}i@1u#W&i*_i@z%M1GMmKgX5OD{7l9S-NrI4B5=Yx&R#Fm
zaFdJyXW+@?mJt;YWSLu*NhhDy%8NrtLzdD=fJR##vEJVAUNZsy(Wz{?t58e%@S{p4
zqhf*zUu&?cwo@Zyb~(^%|BV6oh9`(e&d&(D=p*zzctg1K)gz}6RRdsC5uXX~8Hn(V
zX!Kl5FfwDrPIxzK-WD$CaMlomB;Fm$eb_=OTa^<i`fbaGE@R7>?AU!722xJv{?h4O
zr-3CjCAq^YmrbosYtqmT-W<Eu1RD)qj3Hc_30m2ZDc$xoxp=N#>GLPBCFxj~mb|24
z3$|S@SJM8E4SuV8Iw=BU^qRA(VmNIH4y*p30vMztSi8rHN7?6d%Grc}hwU~7{k?RF
zx?p=fLzZ9lU(xl%fAO^ae0KbboqM6gAH$C`(-laUJWJS@sK<|E%CG9_5+<8!$!t)j
zgCRH`I{%=guFQxjSm<?bPMayz;=IJAc03n?K)4t52mwo(ZRKOdoLRw!I{_P^1pO11
zx=+}w2SjauRwDkpJITK+(onlu-MZAbiss<Sx>nL9k9eZ3!G(GB`tU4sVa<=aL|7JK
zyl_$!Bw`@yH0KE_>j}tBCEYG5nNW#vs7K<aKsN8_hfI(jgC+yol7@1wiN@s46^_Qm
zcIw*!SGVcfN!L%U0Cu!e3pJqeaA~7FwLq5&``*Uy?kfvm2c6F^9v2^Yg%|ZTw~gL9
z4k<3SkFb~2L({@43#sC8iGB2xkWI98g6etAjX4c0zId>Jag`d|#m6?ft}i9LmJFX-
zu>t)7T2y^Y*{*VR>|-R<SV0~NSN%+Tj_~ZFLhLGCjY9BJPBMrr(KHOoZ@OoXp}u?i
zesd6=XC0r4CTRQSyAw=)fx63@8`SZ2{-T7lUFU-Ws%edTtP*WNv}(oK13}vM!1`KB
zJh`eR_EvNzorPgBR<+h$Q0?~5g)Brg`!W>y)1!b&8b2&G$6gS!o?CsX%Se|9byR}8
zAWV1yZ8}~kXd8#d2dlOFeV2zGS@$ievo4Uxgjm(<$TbT<FXq^8s9|hgw~b6?#4P1-
z?m-E)+t{(+b)<;Qx}o-JrL*B%ChYmM=J$;b>k71A!8&i5$YhoAW9WCx?1|^$pq&B?
z!5g;XLY7yUKSASa-)5aRi6mnF3X%Tg7w}UGM-uT7H1W~##hAy%ddO$09Smp88mMkK
z6P{ax?kKv}t&^NiG7{H-kKKbSQBnREr9NjjL`LnU^<)Djsi;spNIbN@0LZAb@Tt~r
zPz$ANM1_*a<6lFx4ufAz+%aDMarI%&qpp|K^MAz7Ur>i}cI=0`oM^<sr&2YD<p5u9
zP0Iy%h%WVig>-pk$8!6rtP~vK1VJ1og$j&*n`zTrGH`q=zjU3L^_Ph{Zvrq_JO8d~
z`;K0*BV+SG&#G1F&aQQ`TQ8$~V)Jx+x<P6?k|MQ*l=JquF#GMTnP5u76KF1Y|Iz<r
zPeaEKoBq)h^sSvD)Y4I-;AMd>cvCGH7%wq%t2-Qu+rLQyq_h~Mc{C?dwE*ZJG9g6R
zKsgCdsqFmXfI}Ue(@35s@t`TeMCTg>gC%q*!3@&sgJ_f|mxCA*xQLDc8yTjvu1}$g
zo=EQAyaod_**jny%!@Ycd1XvrR3;8VxfcgznykR&S9n!9Xx$bOKc0`+Nh8V|xo?k1
z%u=-aeX>q!jrH^qc0$sXX!@Ej@&O|9BfSJ4(yN{jyzI3}<!OLw1w>J{Q?o21Uu_bh
zvLTN<qWI+|)Y<ONqpDF^SxxDib+X$<JfRwr#Y4s_kfr&EJ+vXJa?w_Z451qT|3|Fl
aD*4wFcQY@V?U~iJ=JK=KPt2pim;MtcRqU_;

literal 60771
zcmeFZXHb({_%E75QR$$7bV2}?-aCkf5~`r|DhNpLEp$;yL_k2gfEy_yRa)r8Es9DL
z2sM<5(h0qXawEFWng7haGxy{9a2Oyn$y?T1?|Po~E6)n*j)4}<CALcd0DuOr4KoG+
z$U^`C@cj!Eq<3sUL$;(B3I|;+80nStb9lQYiu7{PN87?50N{-K{Rd2%+jIf|cmQyi
z`n`}>t5czwP?NOkO>|iq3)?mFaieiEmIwY<?-*Ss)4D@X*=Yp)bbph0^V8hjJL(vQ
z4>V33SFflWX+Ac(=R<anmD0%QwfX}xppnPJpoeUTvdW`Vc{zbM1^yM!d&=KNM)ju}
z!afHXYC36{<hA;WYNtTq|9^f5FH1Up2kw0FL6FYSH_@f!j3%8}xSW%Cahe6(LGhG=
z6A6VIGs%IJXcaH~zT~hhXX<OBxQbl{6rOFHr?d$8eJ7Kd08z&cK=p^$u`i(T8)KA>
z55BAaZbUZM>e7wBO}XOq$n0;UZhRxF`rAU2mltjS9`NoOQ|sRY?imS$@c((cv_Nk|
z=g-^58d><XKj#%bll&m`e=q!dT>kG+{GU84KE~4COeu7AzKy?SKc!AtaNV6Col8Ec
z{N<+foDB_!%pwoz5lYwp?n0?GH@U6qBG0{xQqi82oR5p^JW=l7Vq<Axq{n<W<9D2V
zlM&Nr0cX%k((AkSQ*Z&-xC3~yYiM<bWGL94kS<iL{5ynpKi|Ul#?sz0c4|W{&WVu1
zL}rf1{r`s6dFuE-I?K3)d<Xu{n-M`5H}+#`3!YqcJz9v-9GK9@P*HF`hQbGzd(Km*
zsazF>Gp!<0R)1GMm?Ho{I;TwOJbhZ)L|ka}`>rl69)DmL@%1&>)jk40s7}dCng)Lk
zh?t@{4*ITs5BvG|+=RkEsE?eFObYb>kX-xUC@jY(#Kh_-j%a810j8}6CCoqzz@+p5
zWl~Q}uw5~}_)}mPFWgckSO1vvXy`RK8T;LMc7KN^mbS2;i_dodUgYFdt(h471TDJ3
zIeVm(&Xok30p%%T8ln19d!&d<ThhZ{D9{>Rc5}}5A{XX<z;hQ9j$bE@^bL2}jV&%t
zC84_w;EfQv#4{~>b-F}cMW|~tE33$l5O)UnxS)>w2!}n5UWj(Ksx9^LQ<F2X$V(fh
zcoB?ljNQJ1D17L9z%k&|7Z1Y&?PEVYg}}>lDWi8uSI7R-h1w@9=e@{xTO*fc3!t|N
z5lvp?EabKSIJw<|68mQl9GR1@a%<<ID9!`FUw3vEl8)yTL^RhsavU&jyia_SS~$%{
zkw@mtaOQH%w;@$Pxn33%k942DRxNN!2PxG(@7;Cc>;?yZhVtr{=n5+3$=ILmFApGh
z=PcPnUc5b1cqkN;1UQpjyjdK*+Ff7-Nj59af^GS0eC>L2AWl~;6>GSms<(4l=t$iw
zl6owC%W;Zs%$bqc`?}V)^^Aoym5TF%>7(dAN9!Y%1SQo3)^?iXzI^2Xg;&e~b+T=L
zuiCbk!mnmp{rkR#Zq6IDM;f+$5X(!SSKHAYr2p#OURAcV<!WDUPP~``shOIe%HT1o
zU4x1Bl$<yFES8KKB=Gk5V=j)C3|pGx(P&3`hJz^V^l0yci_=wu)BT&GkPnu}HrH>f
zHYphpbQ^{5tHy@thuw*MB&S3tg!CUx?2UO+H~J<-uHdPkk{T0y87)_`B$kyq**i%!
zsWs{JUWo)U0>6^tX-NvR$ItEGyR$el6upq)^Xl%~U2Kjzk^fmbpk$yqV}@~-ds|TO
zip_IPwfx0HoL;(kmOfP7vI#Y!q8>#xIr;g$;`=MUErBY0u17oxYCX@H=2X9})nD{&
zIT&eLaHqHPQXZT?&7rq@c5i^*N7PrBsOPp@z<$U*douGS0prP8cP4|s!s(I!X<uYE
zn0i*X&|+6Eu5OCX^;n4*h<{4!@P)&GK$RZUTM$~FweY=_@{p;M#aS+JEOJ_JS?~q-
zn?0rRZ=bR2G?QNhT$>pW;FLt*aoW-75HEhWvtH6lEobpMrO%a(1zKE6q3sy*Ky7|P
z0QVpYH}SPw`N~+1HmhNr0ac2QGmS0W@}!49r8%c~p$dBHYJCgZ<V>$Z<Hf6bbHV*l
z!X4dPUR|BgwQqInlhVEW^nClRnRV>C-CJMdu6D-lZ3awc-TUcndMfiA9L2*ZCx!AS
zIu)R8Rj)VjZ3N*}B2d-sImj`&;`Dn~K<nGkXl4fZR`@uI7axilig|;2yryF>`0bFW
zq}jT^rMCYGo8m7Nv(B`zWh5X#7=fsgohS{jO`#vNzM7+V;|9&ZsIBEdt7@+sw@zV%
z*rh3060s$Q`$~gV{4}-mNU5(I>ceWAjLyqX2SA3fc|W&{OXJu|_i-5yU@}rU10~}a
zhuUJqF`#}(D(md*d{a})wXCY1VQTyEtj64mKO{+j@hssLD7-E<q(z2yQoS==)yLQ}
zQq`!dCRt*3-B`@+lCE)<GgA~UF8U*K%ei-z(waJ)E5y$GcIrJ1lY{EXN?yDT1{ZCE
zj2b!9JpS2Y>UBgm0Cv2X{MbCZxEmS2dZ_^Y>5|(SwF@_Gtrf1uNeC4+t2LzBJtUDn
zm)J(JsqSE#U6~a>=R2GJy$cmp$<2q*RMvr7ap?|eMF;wIv+LIq*gVg)*BT9ZRjZQ<
z_qG=v`aYA2SBk2f|7Gja=AX9vyeznKYvEz2qG?cK`sKc1rYD)-<juyLTmvfeQgEVS
zdG&YKIp+FJl-5gD+ayy_sH#<tgrdMt`*%03Wx~`FennPVtbX!Oi%RJ2Gun(uo2i^`
za@&jC3a&byX*(vm^4IU*k>wZRHpES7KzV8T80~T=KWr`qOgb79+axK%QyZVOn)Lsx
zSu+}TwVK=)=YO?^Z0EtxcfqZEF;S3|z=Q@1kTs|^eNXqogNvKCto(>CQyQ%qiu!rX
zsi#hCVAY$@OuDrXo7*)|yN;BupRlS=5y-Q^YzsKFMNHsS5Mhwv=`xyYFhym3@fEx^
zc%RR$=$18jC1T*V<tdqu(x&Qk%t)K2nK3c!JE8yAXlIiu^}*%bHZwCuyYyplwa`G>
zj!CC`*vpCfF!K5irz9g{ii4eEnF{WU2!<WC(oH#7!;Tu=0wjMq72PZvB%<=yL9^cd
zso3@x%^U}2vlCJB^<w1RDN%INO8t(VfqoGXV9M^Z?#jUNndWlz4q+*TaLk={mM?YI
zp)T8d8l0(Xo#eu37hrQKJTYVjZY($gX`k$P(U_;A8IbqTq_~T$s&M#oC9EpG>um&m
zeox)FV@=nq%Der^>w^8mSOv2~&t(-;`nG?(1XRoC_id8790L>OE-8~8KU!2Vt(uyR
z)J3^(rqVRnSS-l@?2KDoLAr;wjVfwFpQhKzld@x8EtQ|AhyhW?EzHT%Zk^+KiQ|;<
z!!YT#zS*tS5TTs9eQ_W1<eTPM?p0%_KVf1MT9?$i5etFBpL|t}+Ig)y%0GmDEAD1{
zmE&MF-oNHGJ92WR9Fg~Iz3e#5o_E6^f2v6QWk*acO_+N!dZ#Kkt!XZ)<fqy#&pVZ~
zzGv|VTfquUc0Z?{$flP#V&nZ^YJWMY->4O8-%ATjM<2Dd<!kpPGS4<~AGj*UecJ!>
zY;vV{IwKyLR~LV2WeX=<RVx~`n%23#mDWk@2$|+C^G|%X-Hqh>f-ZEFZfUquWfsL7
zsl`>vWVX5Q{IXH?<k9E#Dvy~@orD@)i(Qp`PNGt0n1eL>7(N@(fi$sm-+Xm)jc|4+
zH9xrFL=tZXJHd6WbQ-sc)^FQdW=47i*Dfpc^$lx088v?{(z55GQj;NjI36h38?|}x
zV9k22>K`H0<KUnZbD*{U@w7-Er?-O9gmYx>=tP-o5G^+u31>~9smg3yqBMweQG2??
z@Jhh}_`BB1u<xq@Tm7HAFBEdhy{gt43Skkk#G=iirQiBa4<98qL@lf_DS63EbmS7A
z;q+vSP1)+DEK(E1;`wkL2d(1`cQxLOzHq(bEoL|Ry3e9&y6fcV<l4svRaAok;*ye*
zxoeMK-f;hF$rsTLEPo$jB-gR8#B_1$SV9vu-RRQrK5ASgq*jSZv7Tx3)5N_7DPJvv
zd3p!ToasuTPMM#L;yJ@EEM1d>ojOq%Ar|k##`DBL`5gAvLq_lKjo-;39k<;pe0~^~
zJ3jg+a=H<~?d;$+uV^Z=;Nxo<?2#K7pIkSw^56yM@1u;}{ZWelN<~-EgWVe>VOZuo
zI5lRcI8S5Lt_tE-DCRKx8a2MfUuPG0@7<&O_zKrkoHW;qO?TM8K@`<oMp|4B;y9Np
z4Y|7199hHS{Vi23J~6CRj`^|;Ek%zT5CjB1t!Y7y`WkI%)gRfwxG5bZ2UMb$;ljZ;
z*3=1mKZX#OM|mFPE5xHUUAntl%XY$NUvX<rGK$gsOYh^A-I2AJY}J3)fBUeIpoSfn
zE&C8AFo(s9Sl*)6RN@roU*>dS;~y(>{lrK^>QBnOcEiFYYx^$QhO?X5qHla}Jybm8
z+psB!^S211%%k)$nUyFq5TRr)KJ1qsU)zz6c(t5vF?Qv^yMWTiRMO$P58p-u1(Bnx
zlaZ+(psMo<?Q2in$TTK|?pFiu7Y90GrZ84)9A`zHfzn|dlb=@(Y<Y`svwNVW(Y^mt
z;IzT_|A;Ez_EjJZz~t`_osy*6Ud#Q^QwRoA0@t|$c#P>dl8dXzBFQ{7f7v~a_Cyvg
zb`Q$N?J6~<Sl?_-w8=7ecA~9T@!>KW{3kQ`#@_tdb)QS(LMr({51=&#2l$xv;6}BP
zr5rd!(dcy6f3EeifrzqNbDyjgLzT$(T*^ec&VOx?(}aow_PpN{gx>P2JVQ~yhqw9g
zx~`{zFq^5gC10WB%jELF#<w#chLfjUzpp0ub8~8k1^%0_yOP3)leXB`z}M@Ka8o_6
zW6%=n;72St+kSa>Sc7KCi~8qrP|;xKx%g8!Eq`6#g#k??w{<EV@#vb(o%CH~UZ-I3
zf)a=diHna1->A^V(nKJ&4P4Ncc9g5*1-be$`SgLxwI`7vkM9ribB7u}0pAEPb<erx
z&<t&Rmn_VP{1_X2z)8~zXv{`^{ixA-^O>O_qSAoeogp?^CagRScY3$!Fb!jXMU1Z9
zJhpY3o-QCr;C*KI_vbnT3m3`knP$UP&CU0-nY+A4<@~m#qNgscZ1W4AUQ)I+ZZW?8
zcP@Hc-^Qkq$+v$E3M*Ms;74~b41^tAfB^l$$xxs<A9~6QHu&of1gOX-l7Aa|Pn5Fn
z;rGugC_kzyUIfsY*!J{o*5PLgqLWH`d_G)|sapgSflbjdEM7pT`*@VH%hAKTW#01N
z%)hl0Y4iPq?<rG=?8auw&zy2{Snd>i3>|RWf5i*ZUj9wF=+k>uKsZffzV=gYEAuE|
z@`a8J`FzUDBi<8my#BHOk3)&3!*R@f(?Y&TseY;SA33fx_*6yTPWPnWP6_<c^>jyZ
zrMsGWgWW;;ur^wb>8qZxo*6x=<OwDo$<<XG?HRK&6tsTdAy*&S`HgO{-4H-zM3o03
zAMa7)-_p*$@(^C<PZ{4YS%@oH;1(i1fqT^)jR}h<N>^GRSuQ>8X9O3u<!N`GW}(_5
ztmbk>uPcku+U~7CS)dEN>`Gj7c38)^vG?4D78YH1YTOn09gT%>#V3mrie#<XmJTwh
zX)Ym|+TuI^UXaK>Mqp<DZ6=h`c+~~oKM}#i$6SFOlW^Z`j|S}D00pB&ULkb#%eVaD
zBK3-$ghhdLbuO!S&6F{_N|P>hcsp0y+h|Tlk&&v!t%KYHP<_o+f28}T{I@jOlpB=G
z8R^Ls-?+}TORQ2bAgS;W;l#G5J7k+g!V9MQYoJL3?9YhM*j-0hg8thyljud^I^FCu
zz%CP)8hCA$=kwRkl8cVIWjRR<cGJI7Tj+phjH69m6b$z+wws5XMhyleP1Xz@U5>{x
zoHO_otd*V4keT?V)L0_SQ)@ATFiOQPY)5^Z`8Fa;PH)FnDaW#Zv^Csefjw}<rO#8U
z-OJ(X&ikU_uO9ecliM8(fkC6-AVI|Xe(k7d7BfSUxTH6@p&%%i%Vju)VeqB>pPYga
zVt?U6!9>X!W|uwv@g3jCj0)ST;nuboZpK)_1jdWmxaf~;9vz|Ci9@ZTi^l>h-<~<W
z<FK;iT)h(#31O-N`lB9rn?y*;b#O7czj3MWDZ1Xp_Ggr=l0d->@BuoedUqhL-jLXi
zTH%?D9#kH!-EYR|bj6Do(PDcG>bh`w&)q~$s<viVz^3bbh*BNaCx1q7qb6{M<dMVs
z$Zxxzc#c^rh0KGZNx>uTL@d|e5eh3I_0mpza;=4bV2H-yb%DA<oHinnQN}Gk79-=Q
zMUoWe2SUF8v#`&buFh>`nLDYsGuhAhx*wEIZ+C=k(QS1rGSrN*1GO-xCjrmK&wL8^
z%nQ_iPcp>%O4A`4v~IYK9%>H1B}T|E=KjZbuy*>jV=z6O3pqOU1xKXsew`#zVW1gv
zX66!_Zg)hpQ8Kx;n`K_xa><~wcJ<Okhrjx=QrNk)ZM-f*SxJ6Md%&~NQ+HfTv%i>B
z9z4ZFGqQgBq(8wCBZKKiGBPbNpdT&}sFl%l@2QW*2AAihF!~q^?6U9Klg0)c5)o=N
z^dbfxUA4Yg$-_8)=zgoMuu9r#EcRS<KjJH!Ik2|xm5%aaC+1!}rajQ0b7)r8H{{cd
z@9zP(Yh#OhJxs^;UrXD78(GE@4xTHp%cp1q_Jz`0E5brNTouiAUYdX5S}~ku&0s2W
zemdw#<+l6jjO<l%*s%b5M(~p7%m<j-wemCH`zO6mc3m!y*xfZhOOPGCasrj>c+^+r
zVr=(Er!72fe2I!poci*v&30ux=k1hL`9+JTU=nh0XPkqOKy5-kAd#0*7G3Pw-`@)s
z=F#DP&J-(TqtV*#1nY0-#d}9QBgf}SpUC^#_KR+grI?CY{hAkZYfO{Y_`5`$vht<0
zW(`qZ(e4A;GvP~MgZ`O|<3S=D5d2MhJN#x{#HQ&=e2fb{T3Sq~yahPcko0~PJefAX
zaCvrVZ!D#_<37Z2&sV^<MOER&!$Mkf$8$&J$fX0mT5GbRzx>V1$!kv4zF%O)8?2dK
zZU<ORn~y_2UT4C@x>~fcR=QTV=9sTJIaIYsCW*KnwZvLR?DX93tiP8%_}9(&CaFo?
z0EL^#(Y7K;UI{_`ubojiJcW)?iKaxVi}Zt-X`~^g`h>~KA*_MmnMdpMn-jhtFNR4c
z1P>HwM8s>Pyjxt&7hBX-TAz#<f_L4SL^np%I?@?4yR>ZXuDBQ(GCNvGyo_iqeLdX&
zeza<LianPS!@|NfITUns|J`Yy&J^p_t4l}zFALX1EZhsd6{2OB#kTfs2Veew=*8uK
zS~-_Zr3`=BNxbCqfSpJU?2gI8Ji+83n5TB?_<X?PmwJ{RTdF{jw8Fso-S;-G#zz*;
zwM-Q{emZV_f70Z=$|8)u>*)*G{qb1sHP9<l1gtD6GU{`$qW<ByWs0=;DZ_a>-->|f
zFEF<0S{;(W6}WN*4qJYr2AbhVxap=y)2BZqxlJjBTM=}ue2T*ylpI(GqRQaTBU_51
z!72Tf{0b;s#fk3RUb->Ex-lf(5f$%gr(U7_u~a4gx8tSzcUhA&&>6D8=;nCr|ArKe
za~&Qlpal>e18Tvyz+fW~lSi|6l^4MqC8;t4IuNOb5IR^7D2yHzBs1WZI#<{PDIhKK
zpSIuC3EL$)RMoBi5a?=E_S_cJZzy$<T(DP}<#?5uw|+rbo4A&mPI#54HjZbF1EGzS
zyt`u#F<zXX#o)%b|7%JmFCzlbB{%N1F0E2RDX~hStPN!wC9g?dUI2*kFc!OD$Gsy8
z7B+vt{EiIp8d%lam2hgFVD4SrGnF{)VlJ{C-R^l15l9D!D{_+ZCsL1Em`Yn`HaONS
z*z?VDZ~#}yCIKEPBNax-`e~PyLzr>sigjykG-q^KbW-338x-#L<&QhJ+t*RD<X(Dq
z=<ee7wPQ%vE9^q!BkhNxP{z92K}Re6QQcJ7TmJj;n$c$lI4^Cev<oQzTSZjV{ro13
ze&-4zQ@gqkG{UQMhZ^X;vYb|5_1ynATCl$?PZc7SeA#Q>9Fk16!8=>uPu9>=AL^$_
ziU%8sKQpY&UniRuSXEi8s+*{)M?GdzOhCZ|U}A$SNa)-(AF2(90&5^9h$c}YNBem@
zeWRKPJ0C?N@iwB}?0$ZKQBVdj2h^eMsj9Q{KowCV_K@+LJSCrNPGEE}1NeuC+rZin
z*CP>#@7Y7e&-tjr$axdbc3OA}+h0?$&7X2ZJG;uP_<o1<i67lWd+ysSM85)OuL0I-
z$zD03cpq5o+&GV4EmikSa<L$NpjUi5tRg_8DlL$9df5I<v&O#$o*VcEhKiGk)>V=(
zhQb5?Cco(;<LvfFsQeE>h3OZ{&A=q3Dux?u#*$9Q)Mn9NJknC1CB!bwT~_Pycmm_T
zAfqrZhI@#ncFK*VQu5eWa&1=H2*cCp2?O6tt1Rc<hVR<wQ=5)`eUplqO0a&Fxa-Z&
zp}TzXKbVlOKXett?%zF=QM^wd8@>B&8bcRD4qG3%g7L&sD7w#mrJa~imW#4WC7h0Z
zkm&wSP*^P77lp0QaTgyhfM+Q4w3E6m>dT)Lj%4rFtZTIp!mmPUU{_}zoF_!Ku*;3{
z+L4j0jn_of#PvJAzX^&%LFbv54t4Mb1$(Q*7=BE+y#dOzAt(B($opPr3SU|t#QYj%
zxfXPb4v?p@Gdm@v!VIz+umIT@AFs8(?)4-FR*=xt-x)aVN&>Ddj80b@3QfP^?ZUA0
z3NQ!%mv3)}g(gjWwR(|bm;bpf1fBJ3Gk@gAUaUN2C>>*cM(t5I4zNyfDpt*4q&k}x
zkqCd+EEp3;vecy0{$JMcL&6zhLQP-o*3VAoakTP`VMXO?PPWJXGl3On5-Vw?{du)h
zftA8QKdJuGiWfN1U=z?<_^W{*UdH<$*yxUNA3COtiPGE7ujmN9UV}(Bls506Yilao
zPLWor_pRz}`L7n>!zLa1$lF@wmNbN?TWtRv=Quv3mwJ}tIYW`Ws@_kwj&XMzQ$Jja
zr4@@jO9=8Hf>V$}r8V(d{$LONhATd~Zbqk|_+TY$Y~BOE?K)H5+k$j=kfH>l8Ao$`
zXS+Mk0J4ks%cttfME_e14`A7<Eap<Z`MA%KE}#x@<iP!~(UK)sSjA|MGCm&5_#TiG
z7_#b2E06+m2Sovc^txTZ+&s4aBi+Hm=$UoD?a^X+DJ@2RQN@Z91*E??#boBZ8r?Bd
z{ir0J{4?!HaCljvEPuU=TtUFMe_#-)7DszpqtSgo{BsIoCDo+9byr??It{R2fWqY1
zmu_P6atL*Z_k^6gzZ6~=PiuOT;)ZObh={vJl{!^aEg<oIAp*wOuxj4oYG(5{AWwX+
z4{YD?=Nk}um)3@wXln@?n+9STE6`w)l+|en=%SBpo62rbQIngg(7<%x#pM9x=-V38
z8B}JxDB4pRdiU)kGA955N`>+n#Xnz>9|Pq}Kblhn((dVa(g5xB2?-@j8ADs;*0F`B
zte{Gslys^X7KXNC7a-1<cxzEb@A%R6T5ex`qUuHfWT}a1AeIGRk6rf67?>B|5G=4I
zLhSeJW+pK2J7t`7-9~$RoG^Q?C!3hNgOM%t7u}H1)otD9^*KQ%puaPQ+Yy!`=Z{Fj
zS>1&4Me0D=<4|;Kqm0~>bYy$vT!y%+yAHTf06Sw<u!iNHypLpZYi|m8|MH&F3)aW0
zr#s=a$p<Q2W3=)~+8)QcIlk1(9FvASkwnFMt0rCq&l#Q1g@G0C^0n!d?D3R?T(>>*
zJ1!lB(lpQU>}v|**<5IVSn-}xlTB<xKQH2qC{Md^w&7%&ufJu~B_@B*sk%^zQJ?eW
zG1f-OUNHg0K)aA9+PkuM0Z?VIEylaXZ2oeONK>t_F<N&@`DCvd^}A<}Y_V3q*KFu8
zdIq{T{%%)*W=d;28-)h)1*XraZ+{?pco|$8x0g0~Hkv7j&MJ-bqZYx=2<$e?@(h=9
z{^w1DJ&wuAUzu6%*&em5Aub5*<tjw1;IsjD$`*F=L8J@WBK(wXRgIQo;B{LYQmp)G
zv<fn>da5B*FFTSsq^7Ukj-T<H6jBVkMy{GSVxt8$U8&!vD3DuAhb_ID<L{i%Z@Cfk
zr`p6g%M0SQa6+-Mr?|4fh?W6ckCkLX^|`4~i0WP}JH|(1cjXr?*oq#^*Y~bg)t@P0
zC3;2|s;QNkiO==OsYNkT0%knE&$E`%S~qCLNAP@`e?Ur64h1>eL%;9BPg+JvgW;qo
zqEE+5vHTVH(sCW&@q;oPo*R~;{Z=+idGf(o8%lkEnf@Z~3e52Iqh(!~fBbHg!H|gV
zL;s(X$2KApz1<WJL{P7;`GY)*TjfsmWukw<{Jr9BWL`@Pc!4qSAvZsTVoqv<g$@>z
zRv39zfHBRga6u?W33XIs2F{?Lvz^CIg*iN`$s72$E=P9zu-U*Z(1qWTnJHGWVaxpD
z`ygDU&TqbVuemnL)>|*uZ%?F>Bs%8E+SpE34eV9awb;p3wb^}3e1EB`DNS=d!?s@P
zO8@x1M15m^f;!gfm`oybtQnRv%LVxn#+cw8m|kcrAE#}b$XM?zw(fJbP;Z{kueq%f
zA&8rgXgZ`p9sS&;W(r<NVjLYS>cn`g14P|wE4&<wx=F#ID}BDKAbvPFh}T=d)+@7M
zsHaKy{mhKd{*bJ#nrXaS7N_egEvqEUtVd_U|MY&sQt&Fhh3n}e5g()S^Uiqn_dRR+
zFKig$8~@$%>NAuhyd(RAtw?niQ%>N=GB<du>3Y`#xIujnt3`E}MeonrJCLTldUhU+
zy4f_~rq@i_pmbTxscFH2w@L<}1Q5rP9?azazb{lOCt7l7FZHw2UfqmA<>Naqty!50
z)&L&PkSq21v4u;7BWV?yu^Z@ct_=+cFl)U0gG3^)TfCZ#%8VkXT-o(VZImaM2KGZP
z)g(=;xCl4J^equ!_|<y%F%8Tu$jrW+!|U!Q*D0y!e4v<N|JnP_->H!QFGFY>=*tvz
z2edG#w5yKde2$8B@}+9?jnW*_r4=aY1Kmc+yad~yTN><`t31^<o<2{C`Cr{uxGpK*
z3RehVufA(}8fsdhhSSe6WJLW;!%$$>-$tPJJZGEhUzl`5JZO~ltY`Z85m%DHQT!Ag
zWFc}JIgE~kVw*IKn#1o1$6C>Wa<HMw?DBb*Die+|X4DYO@ECW@I>_#708a|S3+PKY
zxt`q0A+Q{4rwcWvgQgTEl@La+uSPL$1mKMw?noeitt4PXF+{}o`S5~<bvb|Bb0*Xj
z9YbJm2FsoWb$R~COlpJRr|_%Q3O>$s4!IsJH`JA8uIc{1y@0oZk9Y3eKBxp_XGl`o
zNR1S@8#SrF4SWvO=M=mCgLNMmCTkJJF2QO(y+YM*HyS6q&CJmDl#cMaR|3DYvj{`K
zH)ya4{Q8HBNSp67s1yV8l)l^~>C?M^SIrMC68dr17W^j;I|=WTWX7G5*XSf@Th&Bx
zLMl;>Un9ryzGs8?_4qKsNJQdKSj6Xe6fUXuLtmwP^?EZ*zbg*O<?yr9vtx9i5j~E;
z>_;;VZF8cmUUZ=b@W7zrLmu}yMwJoMLP9zdT5o;iSD;P`*6hzbb=|1RYxxNS)mo9@
z8v|Ps#hInObM~2EwzJc*b7k}48JnmcZj%F|5JoQnQR=*~at`)oT!ZBb5;y;W6$EQq
zs#1mklYLa*^hL4*iC``ISe~hy*o?=llcF=WZT+9OQH5J0Slbn0drJHbykp>AGPHF4
z4>29Iuh4~B@w)w+{zK8;B3rHagDkhs5c|W)*m`RJm>eW@=_5&tXO_6xU)s4ah?W@(
z{!I#&MWGZ&S!rB2&}a!^`nHI#bse*W8}XVC^M*6z`ee_07=&e3x#Bi77X2U62mdVx
zM7T2#q&6IkU6y~w>Zwfh*jr=7op@!pxAisi+K);{Ippp-9dY>5rZZF>vcPI~jqoA(
zMFFB${@#;Cc$m#Z@a0DG5Q%!Oew>W_XYC1RPLkhB-uYUimm{xu20}rFkmmf^53`8t
zDYN9zN-4}+`IXLg?nEq%l!S^*_9$TJbUgM0NTmj@q)<3%3ak=Dd`bjmq>nkPtZNT3
zA)A{t>>w$a+LiK_+_xDm7tF0)PFSl`w9Vy&gf=TFh;k{P&cQxbM_G6spGhjedaQC@
zyy)ulIYudZ^iJ7rtMnXHOb;MYxSZ&deM&ipJ@$O?_}T!#$2OG^Ic|UGfbYT#KbiXo
zOPa1N-QDn<|5vu*E72f(jrN!;1k9v+Q&>NVRBQ=PnQ-_k&8=`1pgr2U=r@EdM<3^w
z3zs5bUgP5Rl3>A|w^KdyO@~AhfbC-L8fQP?t&Uz)ZvizX?4{1;?o2<C7gN*Q?x$?0
zQ%>f}0EY#Jkm_j=pZ~ZS(h<1^(BOQ7onjl<j%F@U`4$u&R%$W+xOIS{I}XMATb~03
zGwudgQHTQP!T!z2_jwZbYW6Dl2n-MgiR7wwK?svI6rjOacv17tzBg;Yg}~vmCy>&J
z-xVn&vc9xJi{F&a-wisk&yI{t=?b@`#EE|Ct(tkz;>jkg7N@<I$mk^ebg01_pn7{H
zuVV`Fg7tzI`|S31Eh_s1fSqBE4+>}dTPZ5t7NMelMwiSJ;ft6S{-E^cYx6?j_q`MB
zGPb?+Yf#n0>hLq^lM4ym=5;vTMw^eA(xvyN_oqBD1J}8tGhR-T2q&l1AHq3=D;WxK
z$E(1$_MDeTi+XkV%V~NlYfrTm#dd??*?AN8Gq+=8*j96BUhlzTcZqtCJk!re^~FDs
zJ=F3yWQPX+Db9lGd!FNLiLWOt0J@Sx;qfqsSkI`8oR0Lj3ONdl2a*XZbFzNo$<j7V
z2UOLLma6Or03XqM+jhq%5mkmmLr4TVD-^?0%AW+3T@kO;{2a|bbi5D~RS?8A57c7#
z>K5&th9!~8ROdg_p}3(fh6U6T<omp;aETfc6Y3jF;Gz)K*;b-gamgr-=mVVsUSaR!
z;-fQ496dmjfagqYc53=N0)4YWdq|aNOTU94d-7`KPl0;Rc1P+6hfRlGgtQ4ZP<!?S
zyWx;n$(%(K1w7?HTBaX$h-hJ{bu%1q1;+$4?fL`f=}|L3V+hgP(T*`uORrDdqiJGv
zQJvR2@!o<=s9)uAt13@UnCam^@{3QNqM*C=n0VuIqA|O+S1zrC+kB+GO+n-)AIy)X
zV1Mfj5JwNLlu=3|MUuvN{j+l<b$>r4@wf73*_=NQF1eDM#kG4(F8`))>yT!GRVRru
zW>iLge%rt6S~J~P?ft@m)S$w?tsM5w)L{KoPiFAC9v!JTQuvSDnu1soDA*@7(Twzy
z2kC6H?D6rCK4kiX%nNOQV>TeINIC9uW9*^^Q4XIJ@m!Zw!ue0CRlxGZ(y#mk^z=K9
z|LN8~`|Z}k3HyCha=Fz}o1s^`dRoKYYy%Ev|BYP{?SHTm-yOdqSZ2hL(6CZ>qDicO
zGc-D_Z$;qf7$*KRw6EI`;oNJbYJ#3Ze2c8eGF=F->FVA&a=B-SUf&E-*=(f?uJ4e(
zlJNX_z=?vJ%#M^BztHDsEmX|Ve4&$WOfSlh+Sn?+TxJl>fnkeh(T|@YhS6Gw>CEfP
zHf?MM^{oe^nsF7v{NLJI^RIn`=!g9YM(FMY7v>bhjU-!d#t1vysW$|;JCeYbKOvD%
zhGmTWfPW)l`U#&tCvA<u@07V57e916rFm0+W0hiM1hfZI)t%(^xv=4h-#UFPK=bs!
zN^X-+*L=KFccVa}Am-wQ630hoL$CfI;!?FesM~<5&dckpl<7>d&vQXN?A8xcq$?)1
zJimX|Y>Oyz{rH#qk9@{}3Mj|dFn8b5gs4!BF&<p2W|fbm2kHz;2ax1@kD6X_Bg$~z
zda-FPU_0$|>GAbDcv*Y$da;#xa7#VX)dp{k|HnE^H)aJX2F%H#30Ea3(Uy~~ff7C5
z&!}T6VEqfev);W?0QMd65wD41=zsoVDD8%ved^9Jg0v=BkgAe0fG&*iM^`awV3&P0
zJ$QCdUS4qmh0kPk<C|GN%u{T8NZ5@HTF5|)f9}aV6RN+WG)*;^d=+3#9$u~<)&its
z{Q4u%pU?}my%~NnL^C!*j+_fTowN7k%aSL>D-CFEypwrcG<(cC0Cz_>pz304vb-4O
zF3)+J{!@)IDJNm!YnHUDWUcfE%$xVafj%@FYjuQO*N%_THbl;Hs6HPbiF2OLESGab
z+;%JBJK`$Bz5Totu3^HS{xnQsTU@$OKcFgE`E95;x-f`FEsJ%vVr=>ftRR4Q0|L3O
zOf@EpUJo;`x9<0O7ARVcY-D=CTpjexMY%r8=zd4{paQGl8f~b~gf|O*t*$qiR42#!
z8xvFgCtS80hQH<HQw{I;t|468aBv6+iQY!AXG2X!^dL)?>+i1*5cg~$>W6~()WAev
z>H1EBEJgv7+L_^N24F8b<i)!;ozNN%c{9YKon(g3dOD}ut8UbxRW|nl1q<teoq<u8
z8=o|uCKc`CuI#BWnDcqINccEq+v)8TM3_x@*|~+b{~@SA1OAkcZ!q4`y)hldyK2`Y
zNF!;&^4Eer)I{3a(}UlNJao*LDA2+(&IbJ$=kMB9aYH4xAtw?Xu_;U~zZ%pSLNYCL
zyR2e3b2vJNEED`=oLpNFUs;fr2|r;4nkkZeFghF}se@tHe}SQhs^OpX=RHcY`eJ;Q
zQ5w22NhOCT{@t}JTLR^7FSR=>f!3Dh!AjM18-5T8D``z@_xr=yAG!*cTu{(}0karN
z<jVR}R|{rhAk3lOHq2Xl+e&hCU0?2f&`@RbUo-AoFwCpn2vnQrkL>JJF4#A>7!gdl
z9LIEVp_|ldQiTq>H^z<uHFL(RT3D4jLdO74VMk6|YowMAH(r+K>E+hi(diE3H7aAk
zuTMl}rR;Rj@*-Z2)LLXm7JWUP(HXj5ASwoP1tKLcb_k}V9ZHhx4!y~|N2+UOZEUU%
z&upyB)2|rynD!{>1Y+daI~6psOt$$GEDm9HW0bSmdE+&Y&09RpZ2q#8xo$-GNtPc|
z{S<<YM8)pH`pdFlj6u>B9nZCq962L2z$$*mHh|p?j;b8X1U1OARZ5O?S1YNY=8<Ku
zCj1fWv4>`Cm)@-6j<|2{p-LI8s%*{#ixFDdRWNGdlhn`-89vVS^bmGEPjK+3pIfk(
zbWQL?6wr6d1~{pS1yl;2&5hcKB<5z&bncPQ9!)JKhYFM}OOMo$;{5W=uirePaLqHV
zSdN73GmpU72YH3*AtK$>1unzBO->~3=((YGzgk}>7g`P2M>+lN-7a%{J=->V+qs_2
zj2@07nD3@fsi1K0<OIELt1=x(N`!n@k>*OUO<BIm_YJI^bTH_esoi|q_;ru)MTg-z
zkO*7>uJf(ILYRF;W=NVRV-$F6?($RAuf;!V>8xU?jL$`*k_dx;royKyr_BFJ$JpvY
z^Q}V5{|sz3<@uJGG%?*t)rki=cOP17ZAm!LzqUQF&vi1Jn?Gy%dgLJZkC&UwE$Gct
ziQas5s6!$TBBbqY-(Ctfk%&ah(+6MwB~mgHzca3%_&(CB-CXNL9UoE<-g`&UASmvm
zW_k7<)i~|UL{JrPWf6{^pGy^d{Qm387mqP}_Q6f(yWQI&`a{8mA(kpzcJ2DIBVM@w
z9ag4=ON!uxf_CDHa5v&<#p}qbA6Ej?)r0HVq*#C*0;>78>FJztv1RaOgOS+1>wzOq
zMRwEU56;kqORT<A9DmeR+_Yx+_5I|XWBw<*7UOwI^hF%YrThG24sK47v~G+mj1Ks3
z9VABlqL?T<?(+EBxWD!N!v~H85}Et(XW2*-V^53d62Nh2ov@|I?aS8XW$IOYZdG}^
zyJK_Vm1$6PimB2#C*`LH!q{)$SG(WEDua58WN*$FxhhhG%d4>2;A+Iaq+dyQu?vv7
zVO33+(EZl-MX?}5TR=SR7ebgxw)5zB^kCz{I)7&_H12<9!0>UN`~8Kdlv~cSHx$xs
z*#z9AY%jIu9o&o(+yEC`?)0~i88GU9ibXv3yt%WHQt0)-j?L55Wr_t!Hc#!aQFDS^
z8K<wN+H@MWhLnbBPq<JwO7uo?9SFM3h5UwnZDGK6lZRsLK3mdmG845Y?b=WksZSwE
zI#o`h1KS5rTo1(uy5)5NcA6EVTN<4iPPZ{L(YJ?A0sVkT&6guFmRYYP9Y{R>e~s0;
zf72mdK=sUB)Q7Nl1*AC4;>Dv~Bc)Y3-mTu`uLwF#DXw~3>-GE^U+v2S#x;l8zSuNO
zRdnExteB&N$Zp$P8jeE~2wXX@*v_E4){iEXvhZgG94l(4{?az&5v%<c1b+@DLy?7q
zcw-NCK!>hpC7?Zb!urcQCx!+JE`iGK1x6>1&oLdKmJ-kD-gkjMEx*OYVe&s<>|T3V
z%o%*UgdT+p3h$8nv7;wPnoo9sJWXnW9X$v`HB;}3zK*ew8fgOz>X-XK8!Tda2&q0K
z86UlkTp6sQB2F4YqdI7nZ+TWX7|mu!U68;}nBVUp#|U5yQID6zN#!?|kkBxm<ku0(
zo_6Iks%rJb-bvY?Fo*rym}0Ekt}`<e_!DVEg&@m{aRGXL9+Or64reZit8D)M*7@mg
zXj-ZiM$i2+4vBL^mzd_D^SnV-s}bf!%f+UA82`7s0bv)DeH5<BCpUgN)WUixq}L(B
z9OH2LnOwcXC8lO*n|RcR@obv!ru`9^JpGXw&FwAecw`D?To6fJ^g$p33eImQ@K>zB
zvhN!cqg$Dca`rk<&`-s%s_6xA7ZXW07C^*Z341=53!ls*#!o+<d{4>*v_@eSb_MCj
zr}6_iUYVcU9`VDC|6`B~E|?%JqH*ogF{Q*o4<BYdCW>N2fZ_%&a~@r}rcYg6>z*`A
zxJMfB4$Vof6IP=niFK!@rRlZ{)+849?|&$*7e+TN$E0GLF*l;3gPoe92;oc?Zeu-=
zD>(gePj1{YK?$_3y<PQS7?Fl%;1}ZQ>tEfvodI=4R8ySiv)wN8rGam$7$cey&tdye
zp<sH{sOD+erz7t|Efvz@CEuYD_C2%$4o@-t>(;`J=Xy?;1}fxkbc^P%+F7MwdH?E$
zB>6_8zL~$cDA(Y0JmhLj-Or~?dk@*x3pC=7nB$=)1LJCT;-x3kO~m5B{r+@0w~~P)
z^@qC?@$Z8Wm2A0hB<qR(i%!(35?}nKOcF<zHp4chII+YBH*6>iYo4EjZyn=()6=7a
z_Bnv_+SXUs&9JEc7<a?3tzQLLR8>X#s-&;|h1R6?<yp<2F2V=h?DHe+q!#IyTQ&;R
zwRlXj{|E%7`%j}|V^(7LG4kRR%Cy!OS7jT&>!8W&M+HfgyytI4krfU+3UFsm?+1*4
zY%f}qPhM!fz)EoRXnPR|ttlq4zzF+49`|xC3wRs#YmIf|3f_r?TRmfffl&syHNd2D
zG;24>MG)NRQm2HF_7GwIKE2P%1q*A`_(*$B{FgcppbwP~b2YzD_{73E26x2e+O$U5
z03z-2B<W(7od2QY#^`JDayn3D7MbzAd-z1@vn8%B(pJslzokj{+Q%^~gU2Y$tnA+5
zgKRGtc3wm&uOCdu0DfITwgy35ma7%@@tW`!CbV2`q#djMpjts;v9goNhuMFdn=cYQ
z0}>i+kB{*N_*=CyldjAEUn+?8+jgmI>K{e<(MmlO<DIP3kLiluXZ&h{?0=NQzz<n_
zeF~T)p>0rH@kx#P&^$m4AX;+j?k@Xf;z44QYPFh={DyHs`+B?|q5L8TXmS)Es7+!X
ze-ZW;A+0zGXh<ubcpq;FTOZNDtYL)hJ@MuRl&k3&jVC8hqlJ)UtG6KkC<>`GkXIVw
z+Tz~IOeT6IDS(cHC%kUkJ0rqxpifUcKa)nd?!S^q^xf=Jr`JZXP^1h}5yK8PD?a=L
zGaL^tBJ4TME_@`QI)yMJu*1g#JLf7EBQ>u6sxG?gl|J;Toi_C^&52WaJl)cvZQx!i
z)YbB@RxxKKrO(a%@Ujod_((reL3LbGzKQ)fC5}E0vggLnVZ~S^G_jjc7Bz5*l8K=t
zt6EKeXq?opQcGv1V2%e#NkP@?-2OzGBVD;t!E(cMf<0%IS4>D3TYNH3GOdo~*gd2u
zJnp#sR;B_;)^zNvh)hfG$)Ggf9+ErlE&V#DaB1lwp2^cgjxHo<ttnJoU$_1J?;X3P
z;b;(!9@TB29IM@<dK242`24x)utgyBd0WgIWX%PODV$fJe~<czRJwGahjzF^U{pL|
zdLYicFs2q3`@1P=>(8VkZV>ioIVnzcUP{WhKW5$HL?{w|C{j;ev?eX6+QpL>j{&4&
zDQo-j%kssA!~IOI2)&_-f5R>jwTDvvu+SSbp-qST4Nd*-{@XKRyibXK+w8KFHyEpG
zvkne7I12VRuWe-4^~z${qx<P)M3jc(9d#^E9*mB@vGkBjV*T#>%CE9?@a12T^4tEk
zjU4GHM)ASVs`&;(MtC%TXLY8f2tGF31O0eWfw<q~L@Zg-itc7#9d&JbYRhqVaCyPn
z;pXSvO!H^O*M$0gM11wVoHF08w7h6sxz7<ocA&Uh^<xD%12)j>4<=(SJlVVM(c<-t
z_|N3~4A3YrtN}^df_7N9F26ak{)e){nqCjo%{buI-r5DXm7m+A|9JwNinAXH;u|ir
zxBdA_?yz52lzJ)maE#m)!I%uarWkE`J+92Jo1{*&O^vkD<t8l+p7&Px%^v?iShhz-
z1yPT^Ycg6J6!p0A=Y37f(|Zu3;|taP_wy5wVwH)2AdnY87QQm_#S_iG!Q*pnGnhwd
zj{{G>RR3y#=XV?;mDFoGcyD8zF%}rka>Nt|$cwD~_9TCDgl~huhUV;AqNd$Z;JJtL
zziMu{pcI#54_+Sw2ADiDcEWE%J|L7f2I{76;TtKsl$Z`UH{xj><ex1PWLO$=SjVU#
zyc^7J7xCSh^3mhFXZdYPbhU5ZF`b<m3|-`n;c++DOczI8sJSK|Ek(`7f8)7P_)S=s
zIHo#6%d~^`*)?%R&@(mi9V)(92oD`-4RZm4fBHyxAo)u>n>H(w9`v|y>GWh%K?Z$P
zyj&UBlG;byRo=Zf_0E6!mDN;4DzWr#e(DIx4*s=g2<juR{7S&pd}`mBeU)Nr=u*7P
zKw^+fS0lgwvW~!jVLW~Sd1=q8i#-rfc?727a?&rGoDc`c=nKt}FD%F0LP%c_@aKC0
z0L@8XzN#i3gwLckj>~Y3<xMQi`j%%_wW;m8LnM~wd+vF2;ver!7X!^khg-PDBskTs
zn#&F2au0$5kPF18k5<0B+L64WD;sNXe}~R)pJ6nb(Js4-iSNTV=fHfe=OCe4x=p9Z
zw+VZ8koLkE_2+k5-n{Ms*#}LvpP(+z2rvN`SB-EUm)C|dw4HB%cE=38O}HsK6z{KN
zsdDn@fZBpCM5G?zFrPoDNYyI4W#krvyV}Xbl9kWM7nm=Y_vpY74-VWdp?~vC4m!y2
zi=a)A@<L2)hGKGJ=3qX7ly0RFJjQC}X-6H`>vMc`kw$f5Ou)JE(o>#lk&VQAUP;Z{
zQxqO)(=*JSWEqD!o>M!&y=0))pSnozlUJ-ic75^ppHi~h0=xtsVQ_c5v#g4mI*~tg
zjl<|;hRHGTPCm>op-+%Yrak%K){Nov<>uTAtlT%ruGDN-jNVd1_!_{=s#XS%Iv+WX
z|4O$LmN#90T-ToW<HJ;s@$6G3tRHGrDf>!n3%y+J9{HZIf~vN%6HsWLM@^ujqjN)0
zSdxX&@Tsz{C#1JLKUh-vOSboVglibv$GiIhL!%^Rft=%S$rAec7x1`_=oiVU=OLDQ
zzwRkFCMZ(5D*w}WQYRZ~ja~>xT5^4n6g1}el`I{Ut1)?5@ulSp<_X<?K>bT`JMTO5
zlK5>H2SKJ>-W6xUzngxC3bwEdwgTtBmUWZ$1|`n|X6LPw)lFYDt`hW@Z~nT}rw3jm
z)KpD1lwFelBLqWB5fL!_=6#1>Kj}BGoq3ka-_Mu`7TT1?T!sL$4om9V6Xuyr4PFO<
zU2RG0sXxx@GKU!3W;U8`<4r&wuwZ7N>BABvXTE{k({HWS1JdA+oI%&{-`%mDAh?^5
z#Gb@+6(4F+>hU<EPSJur<hdnYND6qsjz@Ps><ZExcGpm&m^LiL9ICm___{`z<}A1|
zQ}<y@1RoaWUr2NYE}EgD&y?|Ioxf82Q5UC{SL$(MZ^_Ft0AdYyP7f~~O?bAviw4@l
zjqkEdNq1D7#Pv?LZZ$0TPnBDv2@N=dmXqtvniaPF&ZFq|^{Hd!2_us*lRfm%OvbyY
z4$Y%ulLm{uZPtW+9@n(*bg%Lna`Zi*2~PX;AEtQmwVhu+f9ia2Zw53?*2C+Uo~NV}
z!9mpr1-1Gk0qanQf;wJ@%WhKL#^b)7g^BwaFLBq<Q+-j7+Tmn+l*r=-xjJ+2`(9x;
zd~088t4SD#M_(Wl;}>vNdYsu<!<oC6CW<p5*Bc;-$x!&af3J7GX&tBDp5gw~uKmU}
z*e&UG2c`TKa~N6Q>4nu>&+$*zw*06fwZhl*1h&>r?@mMsRV0N+Kq~0m@66wJRk@%%
zrFm8ZA6L}~#ne57Z7{l}+HsBHkHwf=)uz*IXHrLM*|Ax-!fm5!3ff5~{tf%+^FrTy
zPoBVTIsi8m++u8915=A^LV%48g*~t8xD3ezhMU%lb~}u9`!_zxE=TcKxJW7QdpbiT
zKCrz!Q|^9n-Tm7j^Q!LQ(C!R;WeA1k+TH6PZsV`0t-H)Epn1yN^pw>kGUQ1Fi9?!T
z0O#<%^b!kW(^WZgRh4fM$(lp7t}1BtEI~gUds@1&Pz`>T!;O>{CpAy}k+0|F9d6a`
z8|y|?D<!Aghe#lT4K}aqOr@>-lx;dmMPfNdf9-i%nC)MK(5=B{_nk88I`UbKUXe#v
zQQGR@%$VfHkD}F><k$s@9jnMADOR&=x$oUS&wk>V^REIKR!sX`i<GlWWP5U|^KOI}
zW97>6WkLjPlfG|K(UhZo_eFx=i3~wsPgeVRfo*o*CKy8aScdUNT7Qeh%z*mq$I&Nu
zr@mrhms-1#(OVKQ`<?cCds~yTu<t>m*rbFQC1jLfI(SCF0YPOhA@XkkgkM|DM<V(2
z{R<%+nOWaBs3uMSXM>jK!%UTGYpdRg3U0})jg-HxdxiiUD9ok$?i%R|ZMfjGk{7Y8
z!A@R8Do$+FCG!l{w(PS|VG2=l+1KfEO`O{?z0vHbXjjr?I|zb=gaH^{NARZERaKr^
zLong+${u=#F_nvBuPiI4dl((=9l$ZErOGe>5n(TcZ{^yl9||&wshPZbu6Fgk0$Sgx
zKJ$(#8{G47kTz{|2^%g=`=STY`Y9`)qFa`)UrJ7RicD^I^Sa95AuJX5d5I|zu3Ias
znw)NW{2rb!Nfpz^&e4&d8C~Av0Ga#nf#w^Q9SWKvP_(oV+)D`WbSchl&r(ZW)PVi&
zTCeAfnX%^Jm^3QH<0N|L$i$uw|Ifhki^BIGFQ0Fng2LPU6*tYpm?zuFLufWy&OiI~
zXI>?!a6|k^u@Szml&gIvPDV|i#N1KwdirVUbm`J=AI$bMul-DO%?cAAV?IAuHz!0>
zYzDr`*DhBmd3R{VyJXai`K8JW);Z-D--Lnfx_Z+09_TFZFAS|zpzz~c)+gRZIm2yV
zK6L)<vdDGne6tfK^L7YsSAR72@_=|iy%~HE2BBNRA!nH2?;ew~5orY3!e~Kz;At9V
zO|r}p!>$oP1Em+_QC?_HAwmn_4RtP=5$3cKGV>C1fE2_Ih1M#+bO(7u9yQsOD(x#n
zIviy;`*fEABL((^F9eZ`$4(Ubr^f7;Y*8||&LkLj&{0l<l=bv3VKd6q1c$|ROyn~z
zm>TwTa?`ECo;Mr^sOK6G-wl7Hb^z7yq6S)880GZ1*n17&Y&q2DOXc9$t^&R)`V7>-
z1FBX6M(K1d0OFXjRymmf&*)6?wOH79=Gm}chN#zTAc&8Qst67oT;$iq5UM5B#RU9S
zGPLq>XeE4O2Vt)TxezWXQFanyAB;!co4<so;a?BFw9$=?D}{Xzq`~)0ZYB*6E5tMk
z(ARcUWi0D;w`D}>jzX(&?QW~fl&3cd0+^%DFG29-i{SIk9@0U(4A<%RcpoKpBQZlk
zt~5T8>TTCy6Hj)d-^8rbOEujllj$lUEWz+@JR;lCawW|GrMiJp5_>Hqs6<N{=YV0=
zp+fl0fa5s+h0L2|xxxQ1YjcsQUYty|?SEJ1A7W{z*>ikq{cih0wN<6HYLUj3h~cr_
z>$A?^j2&P^%wmw%pt;%3!*e6i)q@qJYV5aagGq(m+378p|1tFcP<7RDO}E{98>!?(
z0cl1{3DPxDq(eYN8c{&HyEd#%0i{7w86u5zGoJ?qN$G|?NJxx<Fgku;gy(&K@4tL>
z-#gDa*LALQ?!L>57sB4Qw>8wx0hr<%)Y3W!7nnNGzpoF|H20m}f#x{p<%Ww33kIlt
z-}B&AXEyjWk<~OEb%o}xj$W)sVL`LAYezUmgw7<r(*oU~`zuYOiT`X0Xdd}B55<MQ
z3>&rJ#5EOQrZ3^@Bae<+=NtgH{#OmVhrx;tOG2GujWSJbO?Fo|pI;~Bi77pgm?Pvw
z4--|3Y==@yT&yq!rj#%x5-9w41RYCaM1f;dtklBQvy}Sh6$8B(_^r9Du&^(mKlIfF
z9e^~TOZ4TTHB;^UNJRnBZdX;WA6vPRVbP&4H2Eab+LI5CCWFFh()C17Jcoc^zL6gk
z+qW4rlSK22(<;D+_#{BpJon#UFC2R`W9I(DznOKLWQQTgkGo$&Nq27M=!z%J_2hQd
z@fa_sCepyq&wuyU1RYC0#fBhhkPOHpWD7sUFC@<%Tt-uc+jv4W5pGHTbQG@Hk2*Kk
zk4CEXVmuOu>8iYXJT85i0>hX*j(!d6i}L-R;(+8xrW3B><|;veY=Z2VZ1kC?&c?8>
zYvsW;t^Si`Ry^&QQp~}kgJQdg&h>4zhwIPugIr>sAl;gOT**I~m6=o7U6*l}aq;Zw
zEr6X?Hy<uh^oOq-&W1r&V-;ms!hnuDZ_n>`!#D7Wq4(-|B}aCsT{&!w)Y(4&!gg*&
z-ko0U6*>m_u-BF(p^S2kPdAya^721FAoYBrl`0bbRk$uJr_WR??&A4kC5{AP*|FmF
za&7Oi^Mm~46D+kfqsmRka@{_}g{j10M`)1Kjd+9)8tdTDNxqnBy|eEO8*$?VT!F2v
zox-*`&JmlrL{xR#s)<#_?KmBDV&TSVye^j{(34k}i1s;?|MM{wKtna-_u$0eF0%9~
z!V$@BcdN2RtF08$+`k~dBLK;XM^Yf?v66Ob1PQhE%|G7Ef8l$jN_4w@h~e6(uPsyp
zvTFxW28(UT)O<jugQ&k&f!g^&VX4{p=6$6K9N*h7Jr}KR!>47A{CBN5$YjXHKuMS|
zz^D*2uoMb%i=nnRU>*c-7*;-plAmyq?dIIab4S&jZv%3XR3d)4WXpr&h0!Y|Y>ShX
z2=G5wEPbjX`&&w)evcJv<LyQZihwMDN*{eS?D?~z_kU<v{~;!f4vsZRZ%usG+l1+f
z0^)0(8^zmR++_hzf9^2EM_mberO9CEK)-v-+?+_?eGq16{z?Q)tD~c+uvEyamFRuO
zbO8pu_`}(yjN^5(58#Wvm^=1ca-9_?nlqs1G?xlgcHOIc4OIVXXEuDw_}jtVTC1Tr
zJ+E0e&&`q8vFv!DI8+2Dw!N8}>#ronYWHM~tTt^e@8lNDybd0#QrP)8Tw<cw5#Azc
zPq4=vF90Kd_eA=IG<1}G7f9=PdiDnM7W1A1g*c4KSE^REH+MRzaXEwh9_b`qEYDT6
zc{-qH_HuhwBXow986Tr*^pza-ouyL=WJx2US=s`c{IR01mGk}V-`#7vK;3&GNSoD<
z&^;7V^!GLeB9|FwHMXjIXqo)RUjrlI&b?uFalO886(x1)Z1P5gu*$FA@yr}ipZ4=R
zJCPxXscR~P2ZNn1^8sG@I~>|8(kuyPoVCn>jLf|5SP`-{(rqz8IN2`8`rcMB<NA{V
zMM|Yxb0^*D7e%xe!>-i6sqHhy98X%1wD7o7(tvdk9#Hugg@NKh3<&YOdNUhNvKUt*
zI^50KFq*mjJuBOv<bL%_E_rS-PRBX0Q@7eAn>gGY$kG2Zyo<D&q<YCq@ey)F+q~+?
z#9UlNzL{yATH?aQKDM?pLJy~>X8y8taA*vriS&_MH^T+n>cHCNXh$#Z(m;2Q7(7|Z
ztQDp;<|vz4Q>=ev9oEf2l&Dv=Mg3({+l3n6Uhz2g`)w_mM$${tmRFCFsUa2Pg3RBM
zWj#R5keFh263O}nNC*Z;N@dyBvSIkjZi(KrScEwI+9^zz%KlAZA&-{x%w^lQ$|Fv)
zwgW`gr7vH})VTaY&8sQawC7`ZGK)UdfMbIfbz$wb<k0l4{#i>pSE}^4F+?zd9|EL1
zUHW%yKC0+;XPlh6QIjp}eRTR)2ISY)=;95mLO$U(RtlEq)wF_kQ6f#JE=pToqg9IS
zumm^02ZH?Z1?MmSjwshD>|VTgJj&4OHg+duoJY&tuUM5-{&i9}T7Wwf7Kx&}s}uCL
zh6l?0Y<IFLp0bA)1h`g)d=ikq;3qh3E$Qy#lF2DQw+!_tweFacXPQSw{ykl!u-!VU
zb>DH>l<|6jrc9H*5cw+)gcGMO*UGzzYlXoT64ScZnP;o9iv8Oh*sE%YKu~Qo^Y_C*
zh2y_p?T<U96_TC#{6PyQhCOOo-sYRh-}`S&(khvHak_Is+RkIMg$`HExd<icrs=CG
zSsnPa?QZQ-rm7#qrYqY4X*T5pY_a%-U|0X*`a1G%-?U^Sb9P;Bql=eCBgmUoC$Bdk
z0;3|zaBOs!vRpzgWhoQM(Y?%qz5g6+M26MORi89{*>Kn!dLuX%@yOhu9lx^B^w=N?
zP+sI`uRX_}&}V5G`y3ePtSF*!&W33OorwYOBmBqGjOse`bI;U7ya-)?YJTwrZ0vJI
z$d8vnYVLonZs3ypR}Q@GWw?LCIlzsv%s|%?h3fm}j;d(&ct+w#@r|ju<W(t+#{zX6
zX;y{qC8|7AbGZqXALLs<^}=)zD+rq*JV8J`$y&_~<CL05wQc`pZhjCjuc98_J%Hms
zcpW*E(VToi?G*{CuiYN+rW+a#Pn<Z}<|lF;(|p%m0g!&>f5(_SuP?%ym}t<u{*<FK
zLJ5lPhFp4?H<BeL*dQaJ;EbTm1jr^t{YCu3pHb!2aZJ?RH(8Pq&#hG0quQu3sw`4H
zJQ9H&-#<?KCTqS84p&nuzJ8O`mOw#^H=MCBk$P91>OZ4%jE>Woa20Oo^QYaoYFYib
z`d4|WNu~V9Dj!+HQ(!TeYC~^hH$q~q<0hHX1<&<ke88?}j52IvH9DkptKkP3T-xKi
zVHW;<haTK*hBaGy5Ej!evK~8+3QeU{bCicwK;4OT9Ge8bPGYUn&=_)7BV41SV9?ab
zUPe>tuNHQ%3QX3nQe8=jB^-KpQlTk4F|fdvL!y3*#a2urGTeS-Ddc+_>1%az**N8g
zWzUBB$-<gDoBap=b6cXLR#04X=+^du#-9WGuX)CEyfp^WaPA)s!@uLNW-5M8WQ)z>
zYd$o{-DdVmTJe&I_EFyMlbiZW^FiYNwc?A6mt-S`VMghL6oD;Tq*p0WElt<5jF_E(
z&3ayk&&NLEo8L$GW`doOxZKt%<!4v2GJo9xfT>TF?JGbv2SA6bW2nJ>jk_TkneQ1)
ziMxlzz@G4HJia0?b2d|x*eQDR8r*2O(~(fe)2PCZ?gagr&P%pt<0@re_H6hwmjg}R
zXOx|k8-U0eE7Ur0b!xjRO~#b!3~@O<p43)yfIlDqnSWhL`F6vb@7vnq8iZRbdwdPw
zp{ZtOKCX;rr&C!i&l?^QlS`VqE)+5tVRJttZ@M7}08T3dSC8k^98N5!EW8gYSd##>
ze*&QW!1~$s|GCyu-r?!PoV|EOvEtra#QN{hF@rh(#-w(<qIA<Sx7U%4L6o+|)gtY%
z#QRrDKN6G3+RD*Xy^!kf_$<<N9ny<8?hsA+ry7%UP%Bcg?KD~Q>I4cEHBnHg^4}g^
zR(f-CYb3|iZ0SAVSjXeDK<EmwYT&=~oJ&s~_URA4bp5Gj?|P2mk|9y%)4C;59@e?V
zkkk8n#%r^VV<xqu3p7oUPBUro5WZ3sLZe<$+W#PNKH=yf^3ef<Y&1WEd|5KX(nV|D
z-{CeilgS;{nG@Dm{Wh(wA^v=kjjSXA^d}sm6wP{}AH}le0GMwJ-3aoNi0$|n=69}Z
zaW^!rW&HOt@+=0lGL3(4Wg3dmKJc)g*XsT8%8Mq(&Gez-)EsKnFQ)ri>6Zr`6xWJH
z$_4oONft-g)975)bysWCDVbwP+yx++6!fayOh$Xe;Hfb&-vjFf$O=PHPle=dHQOCt
zTOa4Fzk_s8lZygigO3XI@$aqZT*=Z+y=)YLLsnKW#}Er#M9k;e5Vf-3Hu=#a2eZHY
z@<d6TnrJ2Ls*iO}V(*<OZz^InP;9X_LQg70G#;0FyKc|2MCFEN8<jS;bpOu#nA>&B
zmO$P{5b*xEsI2xgO%d+leQ4n%)W13j68M;FEkNM&kcj<_!|~%sSV^1TCf)a&7||bR
z+dPkIc!WEv6knPLzu-(}68GiU5X6fstp2@4yD}9!(VU?v5i1|Z%qM%ZN}(HSW)joA
z?=tk-<$BU@q;{No%6VjI7QnDXT7I=NLhoSd>NYndBVxp%Nnl`KYBqNG^>|SWsy&vn
zj6q`7SE%oV3K4>etu|Q(3~o&wM`wwNc*&m?)?#^hektaxQYSdRx9RSXap+CBTtY7R
zv)|OU+w@&idX0!jvLkem42V+yfj)%{V2fl%9_6^05T%)Q_HOcN@pQ4NoZ7Z~P4-ef
zxpD%c_5c%->c+z6GACra689(q6Lj3x6_jA`c#}C+xW-y`kMDg2TkO<au&Zxzc7@CJ
z<lino+^n^M%<p+n2mDy&E6FpS3i#zh!81R3_GduZQ>;##Ru`l}6sva%pAY*4cgzbD
zHYV<+4SD!SFTbhr)~k>ty44(PJ|Q;M1W)^y&c6<Y$uQpA2}y9;S+pD?c-O$67VP(Z
zpD{MeDCjt?lVCABTL&O<PVzeG_(^30S3bo#JNf@cASJnvFh#zv40ZQyAi++cnw8+=
z?0whAdgpWd)=<1o^Nwe{qWZUktH<oCHtK~u@@C`B(&|-A1<6O2hdp9i&K+!Lfvcpx
z{)#HhbBD!N2lv@<CHDUP9f&D}N~3`%4wIM_K=LO)xWf<e(4A;w$Y%km$SX|sX|G+t
z-NcRl&&PrZWtAL|9*Pp3(#0tK0HE#VgNJ9s2qye=I-;@#?S=+7F_!tfnV4qVy|69`
zwY7d{?J=3%Q*_VY@Tnxg0@)N#v~aI0;|8~a9c{y}HF#K!5s^U2KYH+r*~w{C`@~0E
z0qEFNO&(4mV&Inynt`e7%6fBoa&A<#FNXmeXmqE6f@EiLS%hQ(5^^PBD*9V|QI(IF
zRzLIkk_5Yi!A8Wej{W;JYM!*tbwMHjD7XGRCSVvtEpIf1ze?FH))bB}Jq-=gKnGwA
zdMBYZav7br;f}-!s=ybN_e<!aI*9~5HPD{0-{Q1j#(^i$JMwRA$zbz@KEL`Magkq4
z`I7{sFyd<6j%;czBNZCw(d0gnp+j1pw;1z=0!Yh&Rjf=^R!sW>w*7ngv{-(ghxr~E
zZ-+Zk(8kolf#4R7ss{P>+c3|4*!48ZvJwr_#5S-7@sk^(3ORu?EN237@<vwE&)kW4
zw_k>!Oo}n++{RkvPkLc7kv<0C@YD`HKF9|bkmEv3L{auM5gXI`X(S%$XPnl+fb>M+
z2&~%E#sc`vo1`{ieOSo}3$}9d;81opSlW2Lj#ul^Ie)fX9HF(Mv%Kx7`XxMg^U2YW
z8p!WzY%s1(ZU5;a;)b9;@^0>bSRv5sfzRw{?6p?SK}Gb<b<lOXK%WAtvfE$k1n80f
zSRwKTnpN%k>qGii%>4YS$);ngceqNv%nmNNVeeyqF749koDPX2b2u4n!&P#^wN4rP
zihHv<PA0@p%*kX^cy>Wou`~a<BTJA4!_igO`<~B^5WhwueDChKN$K<DKp&r<Hb)m2
z_JTyYB!N!N+VWGb`zLL<#I-B96Qe`2Lr1j&q_x7kb^{B7DvXnm$=61KG#&6adxzrD
z-kwPrW?0_NN*WHh1fKdJGm~7McV&=JIkif3D0+fmHfdt?bo(CkXEXzX_PVKwd~1os
zN0xsZ@rXBk{K=YhEh!geW>&J{+|3yY7ztjYev(Z9chzN3(2V{{jUj%g;%Xh<Ls~Gv
z>$w|aUBTm%OE?8PHEV0Q#D^W&I|?>;u`wH&TWfeHD|nm&VQq4|^3`|~toW2vB8}a2
z5=i=(n;08rlBr{EBFg3NU0I$kp&e$)J_&Tt3k|DO{4hI5I5mJ6=TP3_yi0G&ldfuz
zt~8q(Hdy2m>8mO!?=0LOv`+m)Hqi$m0^TPLRGZ*c7#qXQv*ME+01}dUs`}t6th?0}
zRzukFS=^KMl&P9*<p~0opLj_^3!^^5aM?gR-|#$b5&W|o`_3%^p1KTaERMm2Rt3do
z{-RhDFnaL#C@`hH<v<w60^6PJA-eE~NCjVzShBp)YdW~bwQg;D8>eO)fh$GF)||0T
z-A~(qdBsVor<}KI`8nWp1dDagcKvQ7xOyvSdc<EjVfZKWF=a%PtZ&~pa;w23e&{4S
zXj+Rj)R8_XrT1gtoNG<eM<O?tUsU8yP;kQrHMBKLHIylWeZ9)pl>uh|^+~#pc}5p3
z)Ahk%b{9>47l2$MP_-9oZfpbuD6G3)Qv@Bx4hzUl$|puh4@IPE2K@N7S<ku4=EdN6
zedvH{oyN|nGnn<`u>(Ulp1R9`xGgF;LlG*G;Uh@ITjP}Zj>b;SO|bz694s?3ldHzD
z<q#jL4{FxM?>Apmy2v($nMPv6T6-U%YTxfz*?s6!2Vk`<{{FW!fM`<sW}NAl4q80S
zzB9Eh*yoz_3AeKlx5{MpBwSkFAm;+I+9mI{-?q+*fnlamcKn4zmO6oAM_IueWO8J?
zkMFo`Gsxcr1V`tL84GAtB62bAzUf%}YP5>Y{>pIbQ&ewB0LdGuka78-xC>~4M7B?k
zAdiJ#+H0=K+rIo&4F`hRg!Bz;vy${eBYqm^hsm_OsC6PT!Eo<tw3Z1_EUR(a7-_W2
zP@+|qX5D(kfc$&^&0iXqXQa$|OiQM%TcbZc9jL1~F1gT%-km(rR#ip-*j6wm&p+${
zA&R6zMa(Rh8gj0Ozzp`HENA#h2m&Q8W(sKceW1=a@!Zu8g~(PBEF5KpLd2{3a!<?+
z51wL+oetPwfp<M*aYQ~MMSn2+D~&6hS^+{Q<rfA!jQCb3=J#HwCk}J+LwN6$fK{m2
ztPRtiVg>rW0m^UHyhRdNh{3vEa0J;QQ*2>~o~;1RU}=}F<3yd?eg7zZd~qcZH#6|L
z3Y{h$bSeh;;mMT|0w|Ojq11RDmCe`czf1I#VgaC~32$fMq`CjE7T}fa@U#wTL`&B6
z#5=XSav|?#rv~|H+&<Fn3PA;}K&#q#bRr(vU{v?>fmf?{L~tns`f%fhag!f{0mYg;
zfGAv9wxU~2iOD*p4e<JIkpsdHHu4kCmgB~GhD?#K*d{wk?0u~8K(K;vOpg*>Ey?bk
zw6Jz{n&LaUnw3l&?4A&4c2gCGBfqH&Pkmw+!t1G0Wosu;F5c}3-Lv~cUfy(Z=oB0O
z-tcZ0GDC5g%3PdC)@(y{NIiO^N#)ZA847ft75y95lN(ho^5_)XwWzKAa;Q>r<+U_*
z(m`{xSMKh9g>QDdre9Ldijo}PR2o`;d2iv6oXAN!t?hQH13WtuRkSv-(h-qhj`Jsv
zon6QsTr)t&)^{4U99LvF3AHY^1!McL0fL#Kn`y0|2KJUheb8x$2;DZgj*C|-d;U~w
znm$IpJ@Y}T##~<S?^eQH)17;>GeuxqW86Yz(=+BfA->mS6-ScKatx^6FJJSg-C8j@
zr!6Xr$^e*cA%7O1-7CJ(`U?mZ&5Jg3C%0P$*(YAM_Z|eeZ9h`k2wbDzXvd4T{=}Bj
z=hT+pbd0?-sIG}ui>kEJ4()3~Xa;x&ryYHtfM>W!LRTN?lU}wajnQ(O`2#rChJ9z7
zhzxs-HvA>MKU*~=5RdX@PS!+bkBDHVO9U^$;$DM;ipx}h!PLsQdX}<qQbtnJGRhY{
zKJoDJ+tk-wSwU)CToxtM*O@rD!uFCfN=!(ed?PbPP+ms3_~3!WuH~HStWcD)&Nv$;
z>D>nvlW!7EM|`h*4y-8;>0*UtLoWTStZa^-?OjuawJ5fBBM*rH4+2cSu7ES>526^F
zf-h9J+%tEsh0_BSR_Mm3j?!Y&<(%|6#w`~P!xSPG-0d!pZSwiiaW%VU-I|NAjNdgn
z;<Ll_C$%!ovMT->37z%Ab)sUw{zMxZ)R3IK-2F@GDYI51t;Fx5i#mvClu~>fl&AF@
z6daeukQ2{Y_^G&SK+U?%2Zif&F-jw8&1rX}f8+XQtL}c#qL|?8&&0nLHOfS#KO@?s
z$6w`kzpliCXJ6cl%|jWc8>4Iqgo_;s%E}V=%Hbie{#l{f_r1EIGj0$nreqp$SU~Q_
zeN1yL<QmUO=Cpnki~HjXU*$s%(BGxus&0d>)1<Jk;Di}A_Qzk*o#oj+IjjW%i`99C
zI?8>3#>TD2``_&5jHXUQ2M6Eu$Hx(c3pYYZhh5OntX@o5G{2Fexab{@oWR*sxQx7`
z19!BeKugw@O)Ztdzv>Khby8JvR8CGNHFz;@b$nv<WMP2I)9rEPWU1jsHBxqs&a8KA
z5zhjDzc-87ysw+RZFap>wQjEtFZw_NJMm;oY_R`&!uRQcO8)uZ+uTNNfQF#jO~z~C
zV;x>&;)y^S3ZGsnRY4|9Za#4;)%e#F6swTuhd(ReE!HPbW9x;~nzT*6t4ed?lQS!I
z-STwEcAwIOdp&hu0rIoBhp?MR!mze|%NKCNxS`I<ee3s(Ae&oztr<akdG{6YE;ac3
zJ!cL^EAFz)6YtOo{<a$JmHYgot`1kBq3jfmF_h|zV}doxEf`&%32FIEvYTnqThBEw
zR7yjsr<rQse^n9bax=(1ba)Kkkm>+IDXq12yZkAuCO3+gD@%RH+~-dt*!!M+dVil7
zc#d{;3w!V=Iu742baR-0N6bGy?5;E~DavrbCpVRpcdt&yFJ@e*%t|g9av5H$Qt*!#
zxnk=TQU23puCI__QH<|upIa_Gx$3unFys`{^l9LAFBk}F4EqJ=wJU5Fs{zLAiPXye
zAfz>8PC)!O=|<qmL+l%!j!?m33bf@Eems@(9b<I*)LV0f$P?#(EXUM5vOXx;noD&A
zUV#3{1hHubv1BBpS6akl;X53*rnWNk$YG&Y(s!ko>N*<m!dBH5b<Nh9mZzZ<prO@z
ztUBh0x@p(M<D|mu&9=_T*H+S9<>NEaB%Cy_kk!4eRF#SzbO1M2;{t{E1$**otFqTR
zsk5YtbY+Ch%*G?bgj&9xvNb}-d#hQ6Av)%c@p0iP%zGAdEVv5nKUV-!$Y1yzod6*7
z)rHpf_WQ|=iry17B=O#*Z%BLcs+1~TLXwSH$Lgg$S<6C#kG#e^c_!NB)j-~C5__W|
z`ME-)8Jgd(OH|3`z4ng*i;-K$TN_ZU!PN8nzts`6S1OoQw0`m8EMdP=$I46A3|pU!
z0My#NRsV6gU4l0ws5vvmmCkN!6*3!qcvUWC9FzM$YK{NgBiZsvbQbFunHqh!`&S-3
zxY86|OD--gEa;TDW!n18q*x>(zpw!{{&PzaiX6yobzC58eYBG&>vXd1y9VUC(7kCd
zk*B$?51~@70_14h6(d;f5s9rll=6rM`j~_Cm@%;AZ<+GRdJ2XSS5*7X!MDnj&dN+j
z|C7NiK;w~L+KF-r(^cpV%U_+Zb3^swt<XEw641At+Kam~&^F7PQ4T$6`iHIuXf9%B
z{`605*FB(N6{U>{!0i3MNwB@i=z21pzp7}Ra~Su?YFn;&CV=mXJfQWnuX7&Zjr0{D
zQ3NGJ1VA>T`6q(V&_+Z%D;1QtkuFeR9m%n^CuD17hgrH&ck~*4><&7te!ZEcPuf$;
z2l-B~Iy}RW^UT2YrzM~RL9w-VqI>7O)NDgdXZL%_tu^OI3Jc-Ml;$>Z!Z*}N{S6>8
z0+D3^ON3s~hh*x`YZ2yy?PeP`gMW<ZPZX!e7o8r#{?QGHL|oBvCt-Qc8mIlDw_VI>
zs7B-YqQaZs*oj9{oX7@hIR(+;K-7Zlbd0u6jtu;d`s2CGjPcGsr@4|WwwR`;g?_X_
zb?U%OB20bS&Q5CMi`$mt+mw`ISMO>`fS4Tc7q&mcPv2tlu4Za@`fZU)kTd`Xl8n>r
z)UTWZ3zLL%(ns-~UU{{O1hlInzl%OrcwN7P)9{FXUD?)gR&j1=ke`u-i-RQGB0ikR
z5Z^7@UUk5PW4#RDSKzDK+nYStXOHFaLbZqNiaOs&TEwgW)EefeXCSvH{9^*kTZrYG
zcg*#EtsO%$`L^To{Hjt)V5{uPfh4SL&YGr2K+CA}3@`VO_C1NKYC?Svq6N}4W~tIh
zS*U8qhsJmcpl*x6?`<5;KlC!?rh5pEABHo3{K(E>#{g{XgKs96dq%mncHh)7XK>*k
ztOcs^uZD%`na8%Yv5KEnh_*8MR((5D-N;4cPand2y3x3l>r3w=H|<MV^^!(xYI?f(
zAj<<jZQn=~!8M>PcTat-ICH!6rE69J`WAZnfuSPoSxIMsA3}?7ahFY^b3X!X0l?r4
z1U&br58^h}co>4Rofh*m-gwGPt*q)zN>QFGFG1Y+<l`mPVQIt-pEmgLZt+R!@nAB#
zl~m;hdZ&ff6CzRX&*JI#deLQpbaww{S6MSh-;UE@$xaK{#dI(eGd)iCfNFRBNq}0x
zxkdTb%#OC@Z++6Qh(@fOLh>6`m9&Zp={a<@mquTvw7Xtir?73PB$sO`>Cwn1b9V&I
z@EQq-@IZRfFnARloN7G%CMhO>oBu5jaWfvPyhJRDJ04a{r0k&vr9ou#@O*$B$uX`Q
zySHhzw_e#Cm11=y|AFx4dT6V6#TH}SeOeMV?KC976x}<|%teRMK@K1xm%!b@Pu0ZC
z1r6?8Ck@5SjW+ZLL!cr(>2HTe7?9n;I>>?k?Qp(Dl@E_kqU&TVymZYY(6fh)Opue?
za|;>cv+}Ip_p8jld<Mft8v$TW<_3^vkIretRSSqE#bJSa#2;ww%oEzFbTg`2^!Mf1
zZIJU9Yt&>l$i~BSy3;!>Nbk!=n$B{f9<S+RNSXV1Gv>>l4FB&Fm7#BSotCk~H;^af
z({1ZpOgaPoJqK@joydq6aHpJ@)}s*>tf5-RQ;|Hk!sEfYT^_Zbv5~wHhEIB*WJ*<=
zPJ;l{J@TMCIc^hGPVNVN7kfrt_0lhiIgogOnzOcBNDo=$(o#nCStJ;C+@$S^lnuW=
z^sON)wa?@JM>cRzc$r`D(Y5vK(7-e0M#^E4Zbj@zGwY5Igw)~~BR2uuWK3w5x^wI5
z|3}q^jc2HOh!l|b7YZ5w>Cn?Zx}yiHRRlH0QwH{M^^*f+`@~=J)o$LQg_Yrg#mUg1
z5U}+~_OyB(elIt-zT$e#lwgZHT;g}_6rqDvN^YClQ_`#H0Ohjr2TuC|g;ebS8LA9&
zEKksY>WAyrYIOpftX`#xYcaa+$N)opNYiuhzLJA9)4l(tzUccT_%4=w-kRL{VIapp
zUA2*6srY5<9TG>3J-+_Y4hbh;I3p-TN)FH|>iw%_5l_2`{~Gu6pkL|vj2sTG9b=U?
zOhTP?887Uloc2$U=M4sA??^_DX><H=9z%}r3f=(EG8s3Km7Dn>4>KKG6o@BB8erys
z#2r6g49l%-i{q_27eW$;UtkmXJ2CYNi{JoI%coCt0l7powVsi#Q(sBpaVqzazg(Nn
z{Fy3t`yUzGovr<!)V*FIw9tDT8oKU4Wi<16@^Y6zWaCq8y3DkJKn%>A&VW~)kr1~H
zsBTadpmid3FFHiS{lNdlNl^^o${CBgsUa-}6E@_>@}?d}%blkR5q!%PtvKiO$9kt$
zHh3j#pugSDc4~4Z4B<5BJ?ifgf%CGJT<3zmW&0pgzT<350fVp3W1WgpWOueJ3E7o{
z4X?&gQ(auwGg5xI!PcKf2A^poH^LP*E|m#G%cfHPK~8i*>?*ycVYB<IfIf}1$c9^e
zGlm4vX}pA6n0hb*bqFjrDM`U*^+5VdVS(~YKX<S|k_O%LN@jQ(_6@2!VTB|?VHc?K
z4}-}T0~08ttZ&X$KBw%N*3g~YM#fcV!6HW-p$swhj3mjI>OvwWjxCnkE$y~8_y(s}
z{wsTIBmscaJf(F!<zc2S={IpQfFpTVxasS>0;ozpk*!c5;830<o3?dmFR)kLXUd5|
z)}LuiLREmG#La?obqcq8q*jkoPXcS?<+68vn#Z_(y)BhFNR4X+R-;O5>MQn(lT%xe
zlhAKw;TY=|l+QQ;Hv>pKmS6Gw`$(PBmH&7=cXb+_{tnlxvCDHlZo?rK1v^F+k^Kc7
zXK`~h%@KCVDa2Mv5vHa5HrLuLr#sjz*yxchOGOtTBRBu@@P;hs_Wp;o1z8c(h(^~4
z#dlR^_e+ZK?)&|}8c(BL?B}#Wla#iyqs8g1*q90T8p5L3lhWcxvUO52%ln73{#k;q
zaN(JvjGSYyn$g<N8*{j^pm!NN5eH+pChX^zBO)a6$1$=4c!EXP!5Cre;=&bz`%XZ1
zqKfZ+W=BaKrXvFqDzmeHkTV3;GXD-Rf?9Lj$=`U-0CDBAg{D$-BPF2wAGnek0-tTj
z$%*7Eew7KLWy9-hHk}iv_rsVz<}#6AuNBtn*X}&zIX#SntQq>0n7#p5$&V3aNf=34
zlONMPOO~Azt1mIbc=e5$fy=lM?5RW(IRlM&bGvnBzXpM(>1k5&lvo$Jo&q3UfVX$=
zFTH?GHU`w(COAV}J3o<@bdATo(f;UAtjr5&f_Yj$APxDK2KQCqej7~i#&N*b<42xI
zete3kKzvv8%;^xYTbb}N63kZ^bM!o#8BkZd`0j6H4Tz4UVWC5he1Trb^VRY64kQyy
z%O9CH=6L)Ln}%RTlqPIB`QU<ZyZ2;QW|FXE*xO`o+u#<85|G2(^vGk}QGS+vzTh7w
z&iUEyo6{HBc%A%iFpScUesqtJxjHaHwG0%$x4@cpPQrSFM`}6a3Z#KH8=g$p6De&=
z!0D-q$DivJ!hqt`n@bSbbtOQjndbv$qtGoVoS*~z4z;yzC`UBKFj$|<olB3Tq@*xF
zx$KcbxMZ1oL5*UpBlBrh$i)MI0b@~JIFsrNNxh45(l$Q{OgP}qH)lWyAg#O)04oL|
za7SiWprD7T>}W0ltS`(;)qw-()--gRvy8;kVr@4cYpz!CR4+d_=E1F~4`HdyUlkRH
zI7v_0_71#ZK=TBm7@>g>MQ}<UE|>s<nU7Y{TxWF~r<3+q`+m$i5PWOum;xDwRKCh_
zy_@=yyx+sGQp#-@VzOXQMHu%wT&-j>-)Y9lDNNw+r$u|)(*R9AM65{zviBwG|7!C>
z6jF8bUR`+kk^aqcbINif^&uBgAWd$yr(U6=|M(6~Psr_Sn?sS0PLnnJb<`<3bLk?A
z28>dB{=s4P!B$dN2O=<G6S*UfiH&c<?QS)Z4VLWLAUy7}9!(UKYrU^;y8mOE7<ZpZ
zHhGm(WUPg>Hb!$SZp0ue4rmAQX{_;7kAcu(sjQQT<=M@zBmkuspvjDh%=@YUD`3jg
zetxe-GxR?W;Gf-|xCEXj$)ER1r)*4Sj`n{tZVJCu)bcpOFm>O5@e*=%sqWEFWCp?l
zVK9=ImAns6ux?4Po-rMHc^EKHVU#NJqe7~wS-{lc5l$ZHny@a{uuux7<%R%UQN6U0
zjL<#V5ukOrb^r2*C%kULfM|oXOTb7>M8G|p&D<z_U~)UhtukJ(70_zznE+aiPuZm=
zRfW)VlKoqZyTAalho9{o<sp)iMGO|%^%F@1B(^Qbp9=%3KQN%MyjZRLVrdlg@feW8
zvBg_v{6y*j*_KmvusX84!Z<Z#U<DBI$S?VELP-IOt4Dj9Tjg=jGO%~gJ&J8KS)L2l
zx;AVuN!pOqKJZ5tu<nH;VuksLlJ+@IUq6<OPNJ7hc_-Ry`eVd>Vu;c^PWm(gVo|J5
z)fE`{{_OUNjq}bGTOYdw;nq*X@o4BHdm$19KS1P59?D&F0=27L{k^sCw&ibE`NoK9
zvPTo|7_LqFG)tglB?7|v>!A$`kTyw{VhoMfe01aHTusyaufbG46UN9k?G7SC)&NQC
zBEiVcuKG5jP~#IoH~{DD%!)g${&JAaX!I9gQ{XLz-xjS++mVKixFnXV0O=uD1f_P-
zohb8_T!#Mr;1?7DH+1s#?p4~nIp}Zi@NU9<<~p!AzB~^e_|QAbH>g5I=jwT!jAnHp
zXqQ$bTtBVUfTZ7=j4J$aTCDSLb_v)H{(<i<j(@!u8U$L6SALO?n7Y+~uRTlCbj@WN
zD1Md_#Ve6dp+yJwS7<sclZKDftf%|R$}Pp6MA}s}YygFv_`E@Pgg~)@<JUBM(81#J
zblmV50|Vzr8Lh`nE{I+u)?%AeG0J~Ws&a<z$M}(+XSXfptC^Cnd`SAc`dSwEG!IY-
zNnij+F`*5eE3Ubhwv#%`Ut5$Gl!ezQo5#}^Q;+Br{Pm(WI#*rCEM}wNaZurZg&oQ_
zEF>olTjMV?AO$|<{=IZA>Zt0SEkrjihhekOT2d9PE&vgru2cv1y!)qwB%15YrAYbv
z-bmHYW62F}XZ=(=rHX69s<*1S)6rMd89=uABY6z^4sIGW!;7B~gH7D*8?24;j#JxR
zrk(^9w1tgk?WVoc#e6f<$5;nK<z7%mP5<FnUr>&(X_E%YlCN<cGbW$bZ1|nkY}j4u
z49D5QqW`8}my?j>#67s*RXnZtKMTaZ_uY3|E0jA+RVgMyX6Vg_=l|pw%R1k6S7&l_
z{ec_30gUbjicnk1<9&Qf*VEsM2`^I-Md|x?Tr|E#Y*R<aB&V+`vaiXy|A9nSyJHv+
z^g3QZeRD>i)Ps%-QYnu4y)rbEMO8#+d5+v+{Dnom7R}FgMF75>^2Wicnf7G%*hRTg
z3P6Tv6`ftq#(L^NF(wAG@k_qTPIkTzIM=})Ex%5};y0sQJY5^=M~>8bG!PMvyU)B&
zBVP#ggm$$LGv%(Vim{TT-u2Q-rOPF9c{SA!^;AVBt^{jkIP*mW###s+rv-g_95Ib{
z5-NYod}O^44zp5A{R&`_r)gW<9;dq6@jf>jMZnUvp377JY?o{~Ta05u`iZS=aa_IG
z@(Vw~OwV8Kkv_DLEKMCV>wi`oP4Y0Gb`mQyX<W@cLt#KAYnWTIo1b^F?R>p8P#b?9
zkxwr_zLmX+YK&@m0(1f8A6WXP@o7FVlzLPip9MO!fq6Vi%BfZ{#k1GpC$5Hz0%5P?
z*Tbf#Si-<|GCDootVyetSKSdak}UmeXN$be+>aJ|my<$Cd#(;I(Ck6bSK?5XAO->N
zg8^U8u3rIU%oqOum%~u0LnkHO)%6*=dB(5Nse=IR_a=ZLh{XonOnC_14ZdapzvXMV
z%!Jj?FVz{S69cV*^~Im~Fm4?0BdCm<&Lz@xgCUZ|20Ct5gR=)BlA5Hik}rYroS5*Y
zi-#}TE95B;Mb|Bv@HZDnF4i{ylTZ9t@S=G7UDg_iF<OeWbD)_C5y2A~JBI2LFfHl;
zw~DNqg^x?4Z5O^{X|cK33s_Shzf2$;nE@T&a+}Qp;|yA#jE#JrMLk5_yYgmXd|5{H
zi!rvowSCFa`+zC0*#n@HI%Om?EQNoq1p|oIPXDZpS5x28vzynInr<~H0H060@N&QZ
zH}yIlpWn>eVIQ5CER8)<w>O5JerYw&QYKf+;)3lnA=P4|HZoTku-ke)by4P-6ZgAC
zok|VifYya9!$uqk^19AW2gdyf$y^oU^?d`4WgXZy;pyWBzRYwkMVV3%E?xvtjId9n
zkN?8KNp@mvTL9a?`A#`}V373$?|8dg$K>Z)Z)4NL2qtlBCA+X#%;&k&U|1;};DQ?p
zvfvtFV-AaJm}38Nk1ETWBiEYaj-r9AFAt1PHj9=Qn<T9#fJpc<!iOmole7P5DZr*f
zH&rrsg<$w-uosc)6!JFZuB&7$52KxASuyJJC8Lq%!>91*2h_M{J5Axbhf^n=I}61L
zUh$<(5e*VvVYz*Fw141>(Uoc1Mmm6fF&o)e%ihtlvnw4yUufcuj`QJ^x2tTp`^zO~
z3hZ>{oGZDP$ceer|H_|qyEX75=2hz1D;&Y4bi0(EOzV=@)uP<Pz_nLLUAF3nfyNkw
z`CN(d%zL>fkY<JPjJHzT%x9$?)8o(w)WFkt(3F(zHzdR4(-$WpUG_sE9g-^^Lo=e{
z6l-9A*7w^O>xrwQu9b@1POiT>@0|M6<qTN{<iz(@)Kn=+1l8dc;DINpb<JxH4C`%%
zzaGi1k(KaHn<hFyCcqO>cSDRybwMhmKwlwtpfa`CIpF0fE8%1!aiKPmIsZWFdIt0N
zv{bq-5;2g<h0x5D^i@t|r+Q^xMhHaCle$L0Z<zozSxZxl8#F$v55-LH(n@@CKro~0
zYgNZ?AYS%wGlfiwYc<u-ZtR?Bo0F^8D8_x0JkPN;UBJRIcw;1==-^(cxyP-!h2s8w
z>{o1sS^<jNR>)JJEI=!R21$S(y=>=JfDcW{;wPdP;xpMPCpAcGUjQrupev6o|8MD+
zjFX4<vWq`W&8fDhw`xz+dGF1pL$2g&md2MwHbjQULp6$2feE$Wo~rFfPx;In=;5is
zrI$wR7s>I?Lw=$g2T7s?=BYJJmd<m*)KF(0bXWVeUvq3y0iJA97xSv!f+3Ir+NeY!
z*SxmNj}2G5OVq$x)je{_C9*hKNd<nQt4&LJEaoA(eq0&)mU$^XHMzqhegELnIs{7T
zHaM-GU)l>A0k!BKQ24m@fTt;3vFm*aV>`3bf&eop=DcHqOR#JR1LQ0oh=5BYffK%=
zg6vtUmN{3kBsAm6y!i=dVM~5+MgM*f%Nuum)hS_E<_j(pz7D_!W2$iujX7$uav4un
z=;bB^Wykc7TN5J;U&gs{k8P(0*Vfd;tPsKo*|}vl1Ja}{{ZcxEQux%Z5PBZx2(89a
zpxDd*tk|n6u*Bc>CTT!#SJfWBGjeVPja$301b86#*>O;4F+~_qTfu)0xQNp!!*8OU
z#bH<l6*mI`BS~tEJpd}4b1VY{<=YbOIVj_v*tNRlg#JbUrE4{IOBu!X_iN*Z8Yqti
zr$Jl9=yICV7gE^UCaNl~4K4}v)G0?889c>8VHr36y<~A}&`1`Pt{%0}6LUgZtK^n!
z6{02l4icJLYnYH59&}}w6K7=G3Fw`CoLz#Zj%)gqOri&k&l7jS@dNwM4e?}3nsc2~
z@v}<Ur)svOEO~-*^_cLpa<6QQ!L@__Z7JAwi^MYxk4bgn&VN+pUIPN!#qy+qG0gZA
zQ)+{Wa_;pvY8<N`#4<YK=gQ-_qkhyzvcajRE~pVH?(FA?O5nr#VM~_*0*5D9`~y(#
z6<av&x`THL(|Rg-np~_3I#vgiI`9YOE!VQH1q%GD1u$S*?Hsr4S#NBa+tzXJ76Bv<
zaxems0wqB8EsxlM7GU7=cF&T%byT06Liu}zXE3u8^6zDGH7YBfDB3Z%Wu1l2UBlnj
zO_0f=loF#@qo8&B9IluX03J42@j+=McP4c)x@ERNIpdSQeH8BB_ky);o3uWeMphnQ
zh_yKEzqghX)umT0fI>^ZVMkVDZvDHCaJ`k0AHj(CS(KJan!4KepNHcf;>>~8sdwid
z!U*^_<OoUWy}|p_wUyQo5!Z)7%@kp8rTlfd)t7EzqMW2)CwHA?-)`gW^Dv3e&yoNI
z)46r{pB6=%fKX{ic)3j$ZP-eJ1!!ghHS7dG)|&IRsZ6Sv4lLvJP^e>|L2}HtQjx28
zVYt(+WfZdtT6cp{?Doe=u8=U1^j`Wh`~KdxzAZuKpqe#Wz%1>i?!_IEstf;c0Hr9N
zJ?{G>S|Ri~ZwWavUQ?HF4cKpb%YGrEK!79v@BDfVsmwF=U4)pLQ-(>fglo%fr@Cz1
zi#W+>e$$n~KQio8K!%MK2>B5%@J(8-dJ09nWfYs|J;Br;YWLS0Py+-mCRfcA`}dA5
zOfK~Z5A<|I?-m_uvxapVY~A<pnZ5A*XMS$U5=k|w7>L8}>rTJkiGma09F$`rkJQ(W
zbb%6jC3`Pht&p>R2yJH|llTozpA)-})c6!OCidG5=jU|bT98IBl6JG$wRNIdiY~!-
zwy5&>dMx9IcInmwl|~AD4NuykE4$sCMHA0bw{+ZKy**ZZVA~f!Q70t+uA53>Y8NxS
zun-vKDb?_&B(yK=csd+-uo_mzoRT_jMj?mX-FXNk3ho@OV3ZLn=oL9N42Ah=6N+|m
zYUs1D+g45PrS?Gi?`hTksppAyM1Ak(iflN!-34k130A%`n$=zxqJ6Cf@f%wFha7#9
zLpR2>T7mjLA$eL0#|6kqWO^pLhFU|GNRD-**50MWG%@a81$qgG-F>>LTUusdzt-+H
z)3biFH5R)!7>SKj@71+y6;R_^|FsoNpQ528+9$$X%TvW_Gk}(YkT|7MG^UQzRI}Hw
z5&#xsY4SX~@M-uoyD&KGGqqJ3zkMbf1od!5{!P+qENB6(`-j`RX3_6YQwQ+bbsAKJ
zgQqWw2sB5qLx51uq!y7vrb5-&ljHT)kJFY3Xr=fhB4U<m`!VcoV><JN9hfII6xAf2
z*rZfr^?V5nv%5F;72DaWS=@%cNz+=id1o&mOLt`eWf{X{GFlq^`cw3i33RQD4tm8O
z9P2*2#ZfJuFHM5&!LlMdQN4yJD5jJGXu=n8EkNQc&u>oNOv}-D%Ftm}Uhm;sJ4-Gx
zS}Wp)=~+9sX1~o;3}*WN`WTT>8DMS>ltMdhaK%=z+iiIqzw`f}8Ck$7hRIcEmAcmZ
zvc>6hil()d`s<5ks~1Vqz_LIYW;l%5TX91U4{m)@aw<r_*wdHKhgHXFsbOW(hQft5
zo~+$({WJ$VxD*djo%0UO{VV)5-6;deTzsG#qwBP-m>?kAiT8p_`5&e4PPinjm=&k$
z%#BXHW&XTR*NSm|-M=A?$|Gm|Y<Il*9|I|yEA~O=S`{k;DuD!)oR9#NSzekznaBL2
ze=y<{;^ARLfjd<(PWsD^lmi_?uu8X14eek^Cu*|ZF~BRv?H!X)<=byJQfCY{cs&7u
z_VwjqetUAHI3}0f0BljyH+@@gAM9yo-jS{mgx!;PC2-Msc&#^$?c}~Wub+dEr<*w!
z|J8=b!2X9oc<5gf8GKqrYj8(5cmF%TY_}VHT=mHRbSP%-yFUH>U5wZ!zXOH3B$LWQ
zwzIPWB=}RCo--38SiK(Qc7?+1u{1zgR|~hD%~(9cQLA3@DtUilYy6c>RP3h_dY)$^
ztK}_wffkDK4*ugU`V*b*H$~rvO7=7^3jYFx7XMx+z`1rEbH?%<yd3ndknxtO5@52v
zts8t{T@S`3e-jf~_kP^{xb(CRrPUa8XCJ+lPoid9J#g$dK5Yc+{>nY*9a~e7<}wDn
zN@05z$)5hAyWUDbpSg(3VkO6iq%<bmmdaE1;`_CJX_5Cy#z&`V6@Kri7U8C~%7~2W
z00Z-0_q&c4Juj|*uRofy>;$@=AWPyy;6Yf0(}?|1MWOYR(V4HWnch6GIo*}XJF?xJ
zc(Hp6WvOX3_uMOId<u{5Eq>HZodr_R+PF^m?f~j5NI!69rLA@5sL*B~5bU{^e`^aL
zTHSZ2J(PDlxtubTy*dtruhM9xQIBr+kmo6HS97o<#}V6WN?j!d`di1ci5)i~WNLq1
zrl;hmmb}=E(Dp$?E;3#AsI3g<6I3q~=lZd2fA8i!QX+(wW=e{lJP4Ze0WrmOtzYUQ
z%cTSf$qO%d+nM9&<Ftnk+C1<(tLdvZ?hRcnxHi+fx$0Qlv}5j4T4B8J8D6zqb8(+T
z9m5C;6wk#<s{IHQ`}|v)vo@4&-NtG4bKS}aH0?_<m&{G!88sh;^}p|N(ur{54)-@3
zSIy}@b1&Kr`_sj4&t4s#Ty^F0VQ=>_!Cv_zm<OOw7vtUWU+Y{rd)#H9@}BH(el^gx
z%hEJ6Okj1Z+>1kZ{!USy*Ss8VA^{QynxOXV5x~etk!1?Va6i?I2beXAr9)cSsKSpu
z;$lz*@{U^QdMTD#TXne@X>&>SKH^QHvd8%+|JCh~Hy9(SjKd(F7uK2AudU14`QcMr
z3;M5M-4nbC4j&l`)!Rr6Acd&Jl1@ZC3j32GA0J&893eshP%$NGkO(d#^&&{KLF*jj
zXNPx@$gWa&FG<QR%;#UE4p1kyVB{jgDZl%BD|tW=Nm%kxSjok6D6>!-zgupOe?U8_
zCuD=+%`dM&ps@ky#4P2ykWQpLRu}eb_lfEWnVL4D0fl%h5Zk;3hRFqAhJwO)s%C&*
z!WkN*Ii;P^V>+bfKxAn!XDmeR8y*(Mp>{ltUOJ}AS5|v_NNa0>QzXlB%l5$&d`z+{
zrWpRb5cjYklVGs|rl1$@6$9(LEJyJ={R%-p;0`u|ABgk!E8UaK8pRb(D!tk%uP^<J
z*mVg;_9cqHx3s1ADP@99dQ3C(FUx}i%S11-KTS`hM|4`R<^6s{VJB@K;2dymJpiAQ
z4Qyupc@*qZOv=c}wuugnvoPEr7>salBjwZT|8bro8h4S1{hQu4&tG3Hj+aLHJnA^&
z(6*<DKFAy<10LKpSAa7ICbb8Rk|>d^rny9jea;CI|4enjaM|P7-_v<hJJHdRwJWUV
zj!%c8Le+}?Q4$0W^G^iYDvo-^|KU@eTU_Ve#a-4e!s!{1JZLs-A=0Ox$N@t&imqGW
z=y8&^ZIf&Yi2T+C4`U>J@mqJZMoiJ~)t>V5F(24e7S-x~|1hQXKHo#-^{3Z1lX#ul
z&*xq>LW;Yce;ms2ErJ!Qd87bMV877#x_`kvfF3z$JkS&)l_es+zVo6zeGP~Knpzk9
zSRpy6D__P!nl6mye&)OrhuJ<C=XOiK($u>ft_#rzS!Zuet<Lc)MUZ;3d-CTFeen^>
z)dI=U)k+1Nz!9v*VI$nv^VpGenEi0z7j;mGjic5M++zPxmW=H&u!=0_t60YmDP>}d
zAQPkbhVdWy(TMvAzhc>-XnNwDc+jnlA8D7*NbZnVyIEsNw;p>hi#n>rF%tOiWM{b&
z%=QvlCiyXPG^NPQTBJ6qILhjdko2wTf(1Q_C#&hxSsg0{N*?YdDpvy=msc?lpUlCh
z6+cY*yd4ZIIm7D<!AMQ5yS~04LU!GkDZekz?pdpob_=to*3|g=$MH(X3ZG>RZ(CJg
z^Aaj6irFre^%4Uzljmv}qnxJVue}!FB8t$9DO0nKI&p*dKmK{;ke8@YWtpj1<I4C?
z>^%;{Ts<aFT2F_~JRU8hm9rZLbjz>a8zaa5iacl=*l%HM5=_hj$rS!rkikK09dsOk
z?wGI7CGq4n1fU?L6WQXjX$d-hTL=d=zD!|N^W5=<QBHOc(f~_>UBKEPdqHq6BUx9P
zF37fl8+`b$pnP;pnoPcZuR@i*K^&&p=j=YvxW9yifC(-;YH_B5^L0}hql2zwKS(T9
zF*<TBG@I|@7KXJ*eP>AjH4fM#x0Ey>EC1+B>N04m0sYd?G_c1Es|{u>6ZTa8{A;5@
zG=0Fx7Urn{;N{8Zlqxe|SDm64z(IVFpLDrJOq{Js)dPP&`tv;9%qN8zKAogWS705r
z3h)IsqEB`%vwWO}lezCWy3c2clor<4*OMPAYxiTTB*}3nYkV{gXZr>CDh&5|W)_HD
zX$=1yBTRVhvMJSgX3Xhpum7#tx_!P!z#m!u(@Q|BpZ@$>zx%15UGwcTTP^Eoj<PYE
z5iMq`2UzlRInTSCiWnKd0)c#xClixP)InnhTOmcfTJpq0ikHAJc=Jzy@<ZX;X7D;3
zA<i(<txx6-UUQlne38(GOhbOfXQFtuo}$k}Z0C|h>|c>9R7fghp>Y`LdM{S2IBopx
zZzWIP1_5rZe%qf})u-(-j6y`o*R+Wl<MKc^aH*|xL%ba#n8+@*7Bb$3<YZv2^#d)E
zh%>Mz`jOBvuqF?AORcLd4^WAa0S|_ozdzz%s$2ZHsf-}YCp@%wa|CT7O_q+eZ8>6-
zYbRCi%{+FK^1P7STgwv2DA(NKm<H<74huGFxq@ZGWnVi27E0>eBp%oc2ZW$+KH>?b
zmb<h|zs`iyQM<`t%e$_RGsRY2*$1r0Vj3bppAH*{%W3WS`61y#THazf<7oWoP4`Y;
zk0#58AV3XuF?S1@gP1}#AjOlS)0A6&g{<=8{BQ}Aj;o+*a0w{W4uAPM1^r&EBSwX%
zpD2NCKqw-0s4@Zbn|;0$<1P^Bv*+zMCZ5=Ut0Bkifr?P<BzvI96r6n5SG7eE)%{N}
zvI0Sa2CX*N1x>5Xr+--i`kn|!l!A^kDc{|46|4y<$f9-CCG`{_q5HUEqyK2I|H9!_
zW-1Zz$J`+Ix0wTJ-!d{*2Ed1rl*?j}ZT&EHD3ahxn?><$NP+@*!{wXa@Sh#8QwLj-
zjmUy%1@5CAUVG@f|Fx-zNHg=P!gC@s&{ygkz{w10P4@nzDsPt$pvdvABWyMHh8lJ^
z54%m)i-%0ZjATSa8)R=J%7T~{OW?OLb`KJJ=t$j*e~)n)sTOIF#?@pe{Pj?1!+nMq
z(xpL9`0#SKE61oo$bK{Aa$vx_+Z1KOF5%(8!yZ@8;f^H(dJ9}-d7D&+wU}x5@$(Q)
zQfsc?Bh9S4VfEqG*B0-xO|F7fZWZ}vr0<uCJlT;Srd^90zb)i<+gdjF9_^h+Ns2;=
zGauyOghb#G9_OiU#B-q0jtY+N%EHL)xpjPY0?Vy9jOzEZ22g`4O={tzw*~d%e^5qz
z^v?F>hR!{s+;;e5XrmNmO|vZDchd=5wg@E-06LB@v!U0XU0M2+_$E*)RsnLYx9a66
zy*q3ph&!?#PO&EHGND!UtLat$MH^s7(*Mp#oW4-wbqp<zJ;8fG=I=++Yw-Av4DXTh
z=ngTS$RCL@T@%7l|3}z+KsD7iZKFx3igXnP0i}q7fJ*Ncq!*<sT~HC}O=>9mD4>FZ
zARR0eLm+_EkU*j!sFWxeIwXpKgc6D&5J+-1#piv$|9s~^Yq`|L3VUbY`@Uzcx#pS~
z=UUB!?yU`l#WV%1W!%k~MnUz)_B<uWUnE@rkPP{&@>909FF$Ot(K$js0QL4`mlbSv
ztgx*bgLTE~9ZCICtpBy{MWof`bQ~}tDQ3JcZbtuQ)RBP8ng{uj(8s+BH<p7D6phY}
zZjO4>X?T2T(k6-uX#lSza?b$g<onJ!>0PY%NZuGJS%!_)9ncpWwFKAXo-XY&1<K|@
zStdTpR17feLwPT=!i4z|NxOx0m93qXvNH`6j3;_068+RtA2(#ny_Gh;BfBfqTCA7M
z5Tcra#$S-aCJ}mRUnI+(jIiag<PCMKhd_i%Jm~MDR)BUrHGS(bD(wy?CozlPY=@io
zpf8=oEvCY>bHBWIR<nOD#l2_8!+M2_fHzGaL^YJY6Ilygpk0D(vR0q1|KtmZA-Z&X
zN;%XeMKglNZh1+LmwBMYi<YC^`|5)FPO>$UEpFDwI~4yBO!(o7Hc5NPx$}aQ8=)L)
zECD!B`<ilqWN~+2J<9^es`)gtEl0!0Q&1y7D-HuuimRR(@5d^})BDytXzH0_#8);L
z*0p`9QJFRc=gJq@8egR>SsV@eox)bYv1&4)75~(FFNkpdWFh%J44wFCCHF8#bS|fh
zXFbe=2k^GZnAG$w+y8$4vfJ6OBRB>xNQ*Ci@U`0<FJLVYmdApIEkL)5-;93Nf7w_G
zXhJ*Q#L4wtQ7|32+!^HNFTvU3CEF?Q-W?*?2jJZ$V2H(|A1)?xQJyR)0rI>75p4rN
zv9G&`iQ6A15Ra2f%&X&r-!264fEk_-Voc+curpY$bV!$6BED)w0RDJm;*vx_w94Wg
zzd1kR8R8*{m&4YBQNAm^;R9g*BJXCP5In?9pxCJy#1$u>gl>f=ezcTKbXyw-l!NEg
zMZ70kqSXQU=;xi#;`@<4VdWk`5B|MYV9iOB_L`$nU6c};#rdND-F|fiQA%TFd!uQh
zjervAi2s>@%NZLhNy)#qHlh<CLjrsU@aKOxyzMPtbbh+g>pAT^W6R0*nwc2*A`gJ<
zN2{h{tXQC{pL1PZ!|5ZBb+1ukq&w9;&aD7q-`=l3_ipn-+ir9B;;ntDZDB17cP#+~
ztnzdR6TvhVSR=iUbON?rCuebU2%C$g=A2#)s1{u!f9+dH`aW~cL{E)AzY%%S(}o$m
zq2y_7CHfa|14AUA|MjlK>8ECsZ`q%YoKS;21#Q#@@(hLj<oC_H=z2rXn!c`3ND;kO
zXFI`tqbIFMa~BZh%u2g8+?y2vF<I8mE{)CE5DyXy`pqjUO2E0`5f<veZTO;kfKpZC
znBdI)SL&X|!d8E8y@mCiTsfUMo$^VNak1=o0jI6prp<d~Y{B@?x664oQrssQN&jrE
zXx)H25n)4s<!{yNUwpdj%rOa8L+68AN<%>ekc+e`+QEEtX7k5^VSmWxA$7HUGWe7c
zlvnO{tnwo3*Zkof$NW`wB-*bggh3C93BHCpjE#1)ZNdm-8U8wjxB+<N#k0k@^-}@S
z8M+ZszyPY4=C<RZYAh39hC}(u)7~@DT0|-mslbL{Ywr(taUB=YZ~1vg<b^qeA=!-*
zx|-S}m#p@6{rgI=l{c_P;9UqbpII?F&lV}Hy~_F%_X`8^Nk@c&v_N_+F)m*{gNa5!
z1wujF@c_q?sM*QkP`>vwfIm-HT@>bxPQRM(#F$=xS~A-_6CI%$D=~0O>@-)_g_Cu}
z6F`?aKjLGy-~v`OPhOgCuqwtE$V!yHEht%x1s=je0?Wn!Qb)F1kq{=a6mttg1{bie
zmi!To(he{?k1>lK7eU^=M4052VdV3^+J9B-d5=&@pxg{OnzXI~Qw8=2%UW#J)_(r(
zA{fV8Oj|KO#BA07IxmB@)Boyk>CUD&GvsOe8>L$fc2MJ&qDQ&2`AzY-vmnQn+aKy5
zz3XaHIC;FkOD=jZ{~@406K6Jk?dz(I#51k{&8jo}QhEEdvk<Ww-ST~VHnTZ>6pjJu
zmP<Z2!tUe%D)74xaC-uD7IVLQhLD)}(J1xmmzF|{g<dYX#Stm2Ed?m%Q#LwnWxOn#
zbu<0b1bUzPJ<ck>ymoPL-sNKExoPX!Y5lbC`hQ~^07kSddkFA{M8)@p)jZEtPVi35
z$l^LttT~uuWC#iXe<bjt5)XV7VJT#ZImdb#yo($}+U1Yki>9)SKybwydh@MLo+Zod
zM0aAHa)M`~9u;>a3tni-s*H-4k8>@hSrL1c!xFKc#pL&v5T-ok7)6g`%|kOb_I%+t
ztc07Q33yhFXhuv8i3zw?cnjSyq|XPm)3W$sC!y2o?X`Ko?2m6-bQwL*C@rUJhjUOF
z(3c23x4vXg4069Dug_Pn82>erA`pAQRf<dZ?&Txce>ex_<r}x~1z$WiNC#_Z1wG5Z
zufnk3uk&8inEuf)9pdUJ<+;_m{G;Gzmpz-wpSn@k-b3RiWSyAKL+CHIkqtxb5tH;D
z)0=O`9c8L}4@z(wew$`Wry9IAdNXA`v$c#jc9#(vnKW9J0I2PIl>ou2!Q)d!wY~4G
z;;0D+5T5gu@Z~uqk_O~Wmi<g7m4Qz10cS9uhaQF8Kt3`QJjqtpU7T=rNHcY<>(T-|
zpt%9y3M%2+HAZg;Bj26q!?N?YR3daUVl05*=GIPdlQYZq6F0pLK$O*7XIi)Mhe<rj
z1b((AxeI_GFSj6wcaL&((%>ey#PqCXBKlotBGsl~+3m3teMqzLN|6;G`o-%5HF#xO
zvv2Mfm$K4JSp&b;8zb%0hKq)IUT^L0qF0sud%rKdd*>o)g-qvc>0ge_pIGG+Y4wHV
zv75=<BTghbz2o4I@Nba02hYC=<v<x=8Y1;pNC&$O)4sd^b?zg`cKW>4HSc17<N<w!
zQA_^ZXqDkD^bu!tDd6lPfIi|21#@4^_fUrRt(iVp(o8zgH&(00H~O2pY9njNcYe`C
z?opW6w`eJ2`CGfqZ^l<&E{9>vPtcPX7;50Cp;d%_hN?3#`YAg!WoVC6Rtlwap_{{k
zwZ~$5qd4ef)mi*g#M#wctRt3VHqW#McxatVUKy)0Wwl!MmjIVi_g6hJt{G=4H`;lx
z$^YGyfdi!xh<A_L^&CWUH-fURO=sy~56`@<opE|$^0Q*J?mtk3&Ne$1+EaW@m_8nP
z!j~`X@ag)O-MUx{`JAUxu#dYqjJPUF<i+Z+9GZ}FJ6Lr^vk;=qIhWt_bfzP#CdsK$
z6bOzFr{8-F^gUx;wVW1*pY2I^YUT((fma0UUMvzlnjymnj{^IBqG-i`I-_+kTx?Lz
znarwdaS{~G0VV9O_$EvlUw)U-ISb~BXX#yg6F+g1EzVIz+}Mh1SDyl46A8EVmY7vs
z&}<Lj7#Ml6x>cS{F?;B^W=*#62b@Jc5_S+O1PAW3%6%Tc!9{C%_GKkeyUM<J<$k<v
z8x=2?l#GeAj)-U~DE9tzO6DFO9&er$7w#`Sy#d2Xl$9R4T^x^Ykl>1w>^mgF4^Ouj
zgy&Vh+>iFfZ@s=<CGW$AmH3Ldk)(67`itaaZmz^y@RR2KS)6$mtUfhPRRDT<HzFYS
z?C}wH?Oc+_iDIYl)K6T|D#dZi`gb07B;wn(s#XoWR;)0yacaGFE)rEynx~Vj5aV}6
zK1IQQ9d!RVuXt4n$_6Cj!|KCz(~1txl#c<Z0I=7*eRtGgovZY@u<)VvSn@?eLOg$H
z{XAH~0?@s&*24q*PX++U#(ht<RfIwQeBtZWY3*a8(D^W7{QYTqgg+G@z5sD&Q*OJ5
zs7T7dDHeO<X{(;Pl+C>FIW<yVaXW81O?mSVDAtQAC1u?0xwB*cgH!;#10bCf=$O%3
zV`$TOp=UmNo$_G51=>od)H(k7tgC~u+Ax_I5T0(#-}t^IxxbjV%kTjDiNyaacVIP<
z%pMusp#lB95so0Z3hULC@tEPD%^z{VxV^9j^cVmVDjauF#!CKGPgEe52f1SB|0G|>
z|Hk7&Et^qJZOEK;fMQfw4DN+goeiAnvBg-V^<T;b=Ry?wZ&P6hyDrhylGhqW#Tqel
zKn+_r_NSetNm{MnirVAtMRw}6im(#()pPAPyx6e<R8@c8Vj8^0{?Zn+G@F9UZ^qQ!
z_NI1FWX$sc;3BO07y5KV>{xO^jy7JI#h&4y@QS1rz>#q*9_Kf6N$pXqc;hd#c)*SS
z>vI}ruM>BO?eD&SxlL6H;K#wM-F13G;nK;?!r_p?H|^*Yi}@yNOfmK;Y0XS2ZXH|p
z-Cz1NulmdKvHTgvt(nb@nawGuT<F`D&%?Kg0>qmph4a^lYqBf3=QcOdW;4)A&=iQn
zmU%m^D0DZmd<W5x2s)N-b$b8j1!zrDutuJdbO7gRRc8?ZCqTq2dc&+G7Nb@9e;-Lj
z`0KNlx)z78R3~9mv1UXFk;hF$;;IH@@Zg#}{~C0kI`5$R7#UOo2~NUyPin>`#N}F{
ze1aR7W@=6yzlXUr#s9wVWcq69VYWG*QSRt71FPSZ?ff-e3wjDa)qO5-{-YBmu&5cZ
zm%p}q*q6l#to?B~>emqvQ2YBz=5i##BQA_z&pOj?%_psh?URGRUoAjr;x0~XsVrTt
zIj}I@r!?AIq+tdDWUqTO!G@q&{`cQ&dMPGeQkp=2?D#%EVjoQRA!k=h!SJZzWCq%w
zrRUiA$4?<>xnvIhwK0Bmm9bfnuKvllwB~zf$e_EXzC93Cse82>0`WdTHy4GQbPH(+
z5>#3mc3L278{Qngs)x4(tCrRpk9UO>@Ivf+jnSxTtbqHQ`YTv=FR|tsWKA$sGtQNd
zdHiu)vvuJWtX6RFruI?|(3db_*PczG5;$-8?elRCU=G@hTb?8i-L6TB`(fg)vQW`h
zxPf7JGNS0M>!n%|@5%;nS3e4s=1&~e#%smJ!cVtz5;cit5@VpYFQb){!+D0~Cfy56
zjsTA`vV-b)3YNnPiurT+1s|Cl<9>57c!puwN$WA2<i>t%)B4nV>6iU6@vA>-{(MC0
zA8pPx`nEJ{<7yJ!k1M`wc$t>cBEsMGfO8WEobV)k8@c39$``_8DKF7ocG6*D8m3)A
z96t%$G<aSxW_%JiFLa_uaKn^1vzKmZJ}IitS39~_LY*r$<yBg&Y~$T91OqQi?X*60
z1DAV|HKdaQ5;vxN*5?^Dvm?BF>8i&6%$c{bnHb}mpZ>-F%I0__E5qQ|P<PO#?w%v;
zbC#_4Iw^b_(XY0clG>DA6H*a)MOM%GZu5be!zELs0Xr`>_y>xw)q15ZZT#663kgO4
zR3R?JO}Q)fSJ06WwhyYeDU>cRfUDN9-=$CDiP2^E56t|&?q(q9CHZn$J1X%2UNA}f
z6W{r<LKf<ax_PM>JH+eS5B9))cdM}~0>$~u=OFc+&U&gDRHel@cj=LmcbP^Wmp`NL
zdA~X7yGXg6(ZUr(X&BI{VRWj>p`NTcWu&~;fbLnlRz`+w{`1Kc{bUe5M`Z5~+=4SP
zfArF`rXdn*&3m(O!x*V&QWdRVm~EG~jgfW(L|oeHz~;rK)pZ*eo543{NZdy%5rLTT
zK!;S-qg<Mb(vX@ubOD?S5@%OEW_8PqWBh#iPn{E@kK^V~TEH(?ZiX$iu#$n6L4K=`
z<M8^lCx%J3%?<qT*Uqp2jI&o(zz$(u*E3)pVJ6$bKO-1<vf_mA!%{1adn(ra=_AF&
zVG|R%>tSzu!`u-qFWuqo*HXU#FbIv;e6;+hg*ETerbq~1AvtPhd@6nUICbEs6SU@0
zg~Us(oZhfM+Z;@QQIlSVk@S)|aS7Z5^r3mO%e(fk>nwS$P9!;%b(G9fzoGx^;{%VM
zGTKOzolmI<ps(AA*%y;LtcNZJBE}4&q%sU`y!y77nru}64oVuv?V=>^fE3dtkOp>#
zsbPygo$o1v&j-3ipZGa-CrxU%BCT%tsr7p7iDJ(+gXe`q7g<w}1@))M->%`UvVOqG
zELr9RqMF>pT+#A)fAaK^4OvsKr9HBhDa~8(3AiUqUTTU7(x;|-d|a4#1RMi^izM5o
z$r5Xm$$&7~8t(71#Rcm7tQAbs1a_%5hih)jhfHP;`^`@rB7lKmOnnKuLwkEE00#(e
z3;Xa5yOa*WUIHL*vSecS2VFDPLt1grr1X6rNyM2mK*`mpkA$Tk$D+L(doh;sm+c9n
zN5&;s(FKS~>AiMOSS*eLJ;g>Z{}{5SoyG|!9%=GO%J>>pJe%KEHhl`fR>jd6-jZbr
z3EqHPM*vw+K>kn(Z*Zy<_r+cGUpFNncd-Va$Gk-7Q#t}zP{KfhE?1%+oy?{xVfPqe
z5sbWN^|IE8m;bv{>J*eK^^UvBqNCe|J1Z{4I$da5d^QAqfz{NLAI9@Hn^B%0OLcQ+
zh+;GJ7n{^FGD~N#H9bTNSw)B~DIm%`Qaa<Clfvpw@@J9Fam<*=eu;iFl{5L_g%j~I
z)*~5SF*5w`=Vh!$M1n(&do_2<N$SSCk+hHU(F^izq<+_`yR>*DRtpY{F!V7hmxZ1T
zgKou@s>CqvTrcPgfm~F+1*>a~cB@?CfogzD%I|D8VlA#@cj>0gvWrRD9V26h<EgEQ
z2f9EWZ}lFuqW_@(CmM4}blZG^b=D7Pcz#uf4&pzh`-qd%)5F(kT3gDv^_fN#fGVV5
zOLhWaq)E!FNZI?(d#`+6wOzo!i@W-MZ}o3aZ}*$G57t(wk~7km2l{7W!XAv0cDi@p
z6=Pn0DYEy==#$l6PIbu>U*xxd8(Ft3Hbq)rIO%YxuJ<naWDbx|v+6rLsdj+`X7nx?
z8>JO7lrC)#g#zx+eFe{mF8cq?{PYI^U`=IYUq}x{+vDiF^_#eph5j{#ioZ!D;YI2R
zW0rw0hvJy1Oyw-(?#vY9w1@v`$EU3S*IzXr{#`K<F1RMYSg>jqd|CZjxKJm@S1RRU
z&+Wyb`)hgdF9_aWW56%})e0TS53LvBn&a9O3h-SiQF?omT&733Qqv+SqMRAu#2?N&
zSZX|xiFp%`)-vureVH5^u-(I)HqGspu$S7;!NcCd_5_>)Zs8pr%7JkUKNXZK5Ne2$
z;6BYgxNi_ZaBMgc3$g`(jQ=tMP4N$G7np~$xPfNOLNyC);e{M2epIQ4CkXjc6%(6+
zJX<v09n8lz6SKGIVPHOpm;7#|7Z5I+(fvt!WKZ;itJ0$veZEj+1601+z9DY`tI6;F
zDvJPp#IiAek&^u3IGB0f$7q17+-N$tKkMSuZQ>qxl~Bd1{cBe;7|z(I@s-6Z^Kk@0
zk-VGqO6g@8&jmB8s_8Vra#~I3i5@uX5;}K|;K6p9L;Y<JE*-YIa0|2&yyCK_i-qU+
zgwpp|4)9X}J*EyYtWwck+rWwiFj`ygKv~@<<BP$x)!6=UZuMMF-4vq%HHhvd)<`*D
zPSri(qUsMgO)f+~9c6F4$7v!|%$W7Yq#{)(d1QL|j$AnTQuBDeBCD>$^@X8uUa%Ta
zt&clgNRuy7Z+@>&G;%w>C`R;hBad#j3$CXLP3v~NnL(@ND_TxlrYA!|ivs-7`R8T`
z9{Uy*BrZpLW#DWOy{KG6*3{BpQ|fyMMH_QD&z2$mBp5nj5)7yTC>P|)ez0mvky8pr
z*hR-1p<q-o4Wk?|$|KQ14tJ-JO0A*$s*xkJux@C1b6SHEMU?B*F;!j>HXl%)3F}!I
z!S(wh-zq;z0Ww}UpThyHRbo|V0_>V%E@Uvm_{eo?b%fL1H(e!e1FE}`;tNa#qFy{l
z5^?QQNVHBEQ{0-q-z}K<F+^7>f0_jbG@<WB3-O<yxH1#&8Oej4jt{iewU;jyh<A$X
zOQNczg_DPrTFiWwOQ+P6dKGyQpmBrEIWg1nUt>oa8|0OqE6@GaZ3r8)LLR3Wx5*Aa
z(Em!trT0RVKP06?8m!|1`l(nh>D<H=Y#hAlc#RO86lbGW#kRNwugXu;o$iFOddD=(
z`C}w%lBn;}t|mpxrG6o*5HFOKDh=|lohu_}4l5c5BgF>~hAWIQy&jw~5R4yeKEdV}
z6{i$$*t`B-Mfc*kpZ;kf_nY&1%7uRJY>TMAH4tj``e=}nbp%Vb7s1<W)bna^-D*5b
z_(R!QP)i0$jZbf-l1~pcAb|N3w}u=>PS*U_(~u<Wz8n;dm0l*MNZPHN7w;!}|6^?(
z!NET&*8ovh#6LZS3bT^MTndaCkV}ewt!Vv4OY2$8q-IhEQ0M>lbiZQKpFNj)Oec>>
zymUlxtQnPA9>0gYr0e*D<_s(UUis-c_BxiKk44?K08+C@ky$kwzSjaOb2+h<9HY8%
zo^RjrTJ8NMG?~ZXUV6-OdrmP#s^ZPgj_D-^?5if#rq&xzV(h$vFUo2qq0xNc58T%D
zroHsYMB6&SqywK=X6$d=LB#lG+^vyyij7T<0CjcaW$bUS%<di75KMI4yO~$VRK`5N
z`Yq}}F_w64H2sSgwlMMBUERsnM<L3~nR{f{!)0AxF1N=s{bfsS8x@U1cfnpaMK<-;
z%io8Le_e+@;Kb6CewugEJd}&M(P9<7e&-R4RU5xl)T)no!4M(lQoZ?2#Z-q^X%PT#
zmWy(J(f&5%#<)eb3Aia<egE3wr3F+xkT8=l43dmKnarE&x+bH~GjX%6#1(2R_o`(?
zE+e?C_H#^N)%oYs5?-QT-!cQXq&iX*XI_5R;q0~N^A-|ot1HK~OU14^#BGLsYyspc
zz)qs9x;p=eJUHrN!m8>W(cCl5tuMp>X-px%^0<|mwn;guIhph7)5FBz$T(ggI4uSD
z#fR}>^wqa9qL&3I%DEvzwy>giYTc>%F$vT5tf*`^DKX!0C|n6oz`s0WZ{_f+>0-uR
z!C;Dy3i;<~okK*Bp*78K>#++=COP}f6fgT_?j5i%TDI25R`g#<FKzgSICc*;hCS96
zm1R<NdF}XO`29kvK!9DO0moACVsnUpurTv6>w{|8relU`<rE3=Gei04u4?4{b&cvJ
z{KGoo)%Pp<r1*(AN4eV1%MVsTiX}8FiF4Y*>cWkU7YJ%e<ctLV_a7Lma?AVqUy6aF
z?+xZve5yWx(7RBCQHNwXzXDVtXRFgzKkW4tJ~{Gf!AHXOLTbDZf_=$F(TGy{Zt9jF
zkn98aPgk~85n|178657dKW_(cAiKVhJ;4XuL*qWO(rY93K4(2p$pbL%wE3IVZTJ`G
zi=0WHiVkC;Wz2#XOeviwDjs!>a16pOFdtj31K{y^OETxfp7OI#4Zf&ehNqwXd78b2
z55AKVq}?rDt^n(retd_Y5CmR5Q)0UNQH2zY=dVZl6!h88`UfK{P7g%=bG@rG(d{Rv
zg!u1-B#=8tl_D@Q>J<Ne?UHix9xn?3^kIkEuK=KraOznUhxb(AJg_wkOM`UWjs={{
z*|<#%Hvtm?tD{}B%ha{~%ha8D%E+<`n165MqW=ri{e-2(oHb7=0~jwo0~Rx(n8x8Q
zn*^RoS)+colOue^dA@D(k&dp5ZIutE*ypGV8P9@t^OowH(iyS#KNzp{tNuWthiVcy
zl@Ukpy>0-(6G3zSNe3S40FzJ#zR(nafp6vPs?zs5n_*0968ZV#MEv{Y-}X1asr@g7
z1{1F?p>nQ9M6wkVeWk4viPvOKKfZc$h)bKp%+%MSq<THf)o3!JEeazW=C8Tb0%-FD
z$Ty_<|Ith0G|@{P9?ybP@$bFncqHmRp8XlD$f965P!qy^2Tdpq!pZu+`*X+?UYlCf
zv}?@YAL~rjD&YK}^5w!$+<Qd{)iGc^5`tr#eG_qk5TVbvrb$c=smSE~TEJr_0ZC6L
z+3!+xTE$o=V!ka+L0UCcE1wg6E4QcOs2!ibY55bsqSi!wFUaF+a1U2vMs65Cc+kQ<
zl)|EadGmzCVt#W?@`gr&P!cs(r8?Vw6^R0-MdF9G_}<@A8RxY|%4b;nZ9-*Z`~D0W
z39qu}J==WnM)h~aSlOBS%^xDR)2JJt(_VCM#fNpy6gb;_!3W_j3DT|H_#R||=RSQ^
z%$&yLitp;mWV^-va~%AO&h0s1Z?CG~M`Pm82&|nA@EfAf#{sU_-_2sS<hYl5&`t>G
zbz<gN@3ljtcsD#t^cg$`NH-UhLSjuQ9YE6p7<k7d1KG*`2l_p?6QjStfk4ud&+DoS
z8>6tk%dEG``lQg4EtGP@#>D=zUsdswLy5~a+<>@Y`W!J9><S*|c_INp*|T`^X{1Vf
zVgJ2g2lvdgqLMTJ1#5Q>0ATz6WemFm6~B&jv?@mesM~TEPXs^lp|S$`)WvE4?eZ)b
z@*tR8R^uC{Bm)f6cqqObggJG_KbS87(v89e|7rI8H<K&u;wPo*6V+^z%OfGGuekV>
zjrx?m;8WeTy_=kawe2<A`W_eo(DwwK%g}ujZyJ|rU5LllV3%xZW<Ww*R|iJe>&6ps
zIa$LbO}Tt`Q~j89gaI4@?CaFUbk%s2c33k@IA`OYtQ>D8v9%LbS)7c6*@mpnrI$@O
zwy~4Qn)~@eWBsGF{SvoxyRVB7_YzM6V}HW8V3%0|=!wxl2Olzp%&Jgv+7Ng$(cJ@w
z?gEdSP@c=yYUpGHCmng8tra&0#5<l~5rOl=(D-TV+}t?lFYQ1-p<lN={LNSscH}wi
z{W!`DD`Vdiwilqj-WpY-2}%iLm##WLb_qKU!<``JBR!#FhwOjU0P*_Y$C}D9W0ix8
zatUvC<yuGhyl>_qLSZp}3$$&%Nso9zVsV&z6qxU!ow>lQ_36rnp~1l5lw_m)#eG$l
zh_QGi4T+8P+T6*ixw9=yTcIRRK*Pq8Ij1g^?=N^x3t@Q*AzR?s2J47hH~x#bRz<F%
zj0>IezBE+d9UpB?I#4x+okz}27YFh1f0Z9#iI&342qJ@(u0cER#cZX=n%_;|gg?f7
z%z-B=*+XI_m*@OmAar)wq{mZ@ns^a_(=!%M|GSmsB_M_PlzfrRu7r3s>*na1cS=_4
zk|uCx@PDK?d2qrmbO_MB^a03#;Y7@fV&AT!#U#{q_^)Om<k@0)MjiX>cc8|B7C=`n
z`0ov5AnEuN`<%tmS?l$o(K-v0lY%Wa{kkK+=FXOtKL3Q)v1bY_*4Pl(*7j7L5)FfJ
zWa@Zt@k2R<H+&OHrsa>?aaKa6SPB<9t^$#t*CZ;{WGg0knD7{=KC?R~lxj(p)Q@}!
z43oS)o@k@+-@Fjmf~ACoeAI49EIs8Cb``*4HRb-zntkYo|Dn5yI|Dsr4aonxcLWp4
z+B$6LRMOCw{#cVqX}0+--;SLMJp#1<b%pdmN(2aMVW5`G1z(FId(hRq*_y){p#n2U
z-jNXlz-&oB;<J!gS^h=_;P*4Cfy4J=XC-<ULqlbm@thA^wDN`6!o`gz`EA>0AwA%p
zF6UWR1+xy?&G~5-8Hi`;3f&61|7teL&^}^(JNMPMz9qjgqF-+7#si`8{@qg$4VBEW
zjsqqh9}+tbDW6m@nUr~pE?eE!crE~P^T3hAHa+np`Cl4>2L3nB<{7}*@SCLdpV@W0
zi!`1^4q`#fs_Qu~mWES<QGO5V0l$gd_M6zj5PxrCCYCX?>4A*V!Cr*L>{&c4K~;ch
z$6p=e3b=?M?9t~LtH!QiU1lO>76SpVtCfgu25oaNh5p+d3<%(0K1`<r%FQ!7U1;wQ
zywWGGK!MzvtF^{G&h~MuVqiYn(NSPtu9eiE-GtUPE#|^|tn5#%sf@P0BjYwM1qja>
z;j>$0%29HO{!x@#@(TUCC%<>eldJ;W)^OtI?{{xT_899wqa}S`ZFh1`E4tpflYi#+
zUynvL@PT_xUO)hTJYFa<POgpJCkzBoC679rIn9m+F<NqF2e`G_k6iR=v}4RgzzCt~
zs{hPNLr|qG&reK}9$ZaD16^A9N9Uy=1H63if4)hK3sCKEx77uPOts!aCT&4in8qr6
ztf*w(TMagINrKa%QjGXB<j+SdVk7XkfP`q<6U`AtcAm1JSl#NwdB8hmwcnoI2W;$r
zRis;c{B6r-w#6%*%EEC+l&wb>{nuRCiu1c0#+_4J6O#aW2_COPBySC0N&atb&CZVd
z?~4ihD}T+^>Y2Gn=m@4Wde>mwA`N`x->$T8RP6V#h#`tjFU2;r9#FK+?;hO$<e7So
zcNL5Jv5J9Ly@*+o)*5Bv&>E`4j8@<}#bF*0nC1Rh7U$YJlFC`W>^^(ZSKo}4I-JhD
zn`MB$KOes_qAiqY+pEU%IQKhH@cv@=&3D)BJH(sE8eMHLg3F{_3Eoo4w5<Zdm?yC=
z+tZ-BL!q*kZ@>8+IsM=hh4#Fp2Vh9JMRv9-40#I-WH968%W6A&m9#<V{(mAuz<TU0
zFM1kSVk~`5^aH9@K+<A&_>JJ&-YU-D#&j1pgvCTAN~vz>RDP^pKEbKq53*F?(vysW
zWU(Bv>F@*s#?+}^Q#83FzE!T4kkI0rV+W`2bJHyjLkeVZ9JxHb281NJe`U7~iRWbg
zCX<X;vN(_I>0%vc(dM2rpNaYr4rsP;K36m`=1JI<A${y!{iYUv{=ArsI<+fN%E<${
zJ(;B|GFy|*TqN!l2?kB1fX6SPQKs-{#2)><4-|`#&vg5Eu(-HFp+ASSz3rdgnV;r=
zKXWpDd}LcCbEk9?=oxqJ@0)_^WE55e=oJ?HcySz8%mp-LIxlfq>#V3NZj9OSPFECY
zx^Xl>ZE?m%oaM+qG>{AG$dQZK&f*|Pfh-Q2juw!w0UV${Ho``8JbQ|he^bo<$4c~}
z!89Z9YTKN?g0{UbalBwp+sMN#A+r3R*wjS_v%)i<pX{c0Vrk})EmFq2FNSU5803uz
zi=)u!R+gajZnts{XUW2)lZ(SFd3&_edUzFPgC&Zw^EO0bAlqXiaSjzx76xMWCm`nx
zSc8v2MuQV^1oLtRG%QC1i?D4+vIDRo&MNYs{J4ZZI@j$UDq-8XW?lU;%A(zx1JCC5
z`A{Qm{I|^${00nSA=emYB8&O<8foKT9BnUanCYyik`c!DzB5QJZpDiJNw;gln0VSP
zR)Qk{DJD^<klrhmK3lvz{TYH6#cphzu8h1%_S({$U?XQ5oA&@2)jhl8pellPk}nxE
zhtFaV0nMemsh4*2v5frmpdbD3(mA6Ej(3}%hs)Ssaroi*SsaEYMI5V=!sqf6o43WQ
zVDanSHUe_JS7w?4<m9%ya4HKdb^w#Sn_lT_I!9dAtra!*ny4{^*E&9fW163?XrvGF
z`GWb&o!PoP=iS0n6TC-pc1J81Ch|y2((dCR6wrS^vv|Uy-y-ywu~q9Xd)bdv$zZ0V
zw(=-#M0<Zwla=O!pnPnf{@(koN#=wC_81fNoBX(jJ5RnjPQ-*=8#2;qJMJ$S&y|$?
zJ2J@@&B1?C{-9OFeLzykzANMTH))dlf@0;cM{}^eXutm0D-%=_l6LP=MSlo)bq-Pl
zXo$IHA#EiZEf|hYIdc~gsOKo}>|IPghX!&dUCsByEeWPn)zb9XYiUIf|7Mw1q9o|p
zaEXq&>KPhz--31pu5`Ik)>pUSix}~vW=FT`4Xs=wuggXKcZfP~H^=S@x?Lz^M&$>W
z*~?Vlp<Zy?5wRxW*s5Ib7s>+zB6s^k*7g6J0?D1Ssx-BZV6D3Jo?eX|u%fT(KFRfc
zSzrEv-kNysj*2L9J!4Bs0tw#Q3V%SJMQ^MS#8dM670QDDWdbTr4J@2V2S%DXAR}Ip
zL9w6(FCw}O`GoUB3aCJOx#z9`;Urbs>g*Hgdj%c)dBJUElV}d>2>vSQ0u89*!ule;
zM{EuQBYgl-$$|ziB&u}fPB01Z6gz^}VkguD(9a#;3{q46v7ROc-rXp8AZ?*(Sh~V|
zO`bW-!?p?;AHYV~_FZH(x93}Fd0?bcExab5%KnNYTyfFiJQGMhxCl>_h3M)~M0mBc
z+ntPApIbt1u~-(>t4)z2uKA4}#=`Zn(c6L&W8u=nJjbU-!A{0qsNMVp(6=w=!;bgd
zNk#bPULu@gRh6<EX-P-5ur`W?i!7q{LU|?a7?3Bg(%-p(tG4{(iFqlzJ$mQLTXY^7
zaV;6#!34e^oMv(4haIyk@`fkj>oy>zc<K^u@{&X&RHc}Bc3UKp(W-U2aYfEF?O`K7
zi>MoJwv^iMhd&gor-33xXP&y&`wqFqlsl+}hK6#lMFG-Xt2d4RH}W2EOGU@Zf?u*k
z6T=F9+O$b$8@xmcw-97&>zX0Pg~E83kGuWN4EWslz5lmT5FqKnVEaAaaRzZ7M^H!}
zP%`RZX_QW0SL8kdV8_suUB`gFLZ2IWOTIm%F3CO<4wAGU0-69Dr`^UL_ug`mMRj?c
zdCrD_-doR%Vjnlj9mx>E_F=!A*DL_&dA{AqExZ#ZS}w}nWkL~i^Ayg6{J7+{!Jdql
zA*PD_)dD<O0v`STu4Z+3A`H7`!{n@LOa?Ms|EhKGG*^P6N@yxTqh2x0ZR^_meRcL_
ze*ho2?k76I9nyv7A&Ow(u=zX0K;oh-6m*;q{?gSVc$Uo$6dZT|&YuhbsQop3b&AEC
zXdI-_?}O4K)k~dLf0B#d0VQI?;Vhy`O5kv@H3+baBX%^PuLxkQDfWr7focO#c9Do(
zF1DQl$}XyQdyhGka;@QPT-oM^+mZVYinG_V#z1^7vEHUi*)2k%Io09imK=**5^qtQ
zgCd7AQo<m-C3k^}36;PF03PJ;u5-TOiHaLzyjQobaeM$I&UO$a7axJOz_!jX*vi-G
zp=uIYT&Euxeg2xCVi+H0Z6b4>&l!m5{u;%`)T^)d28i*e+x+UL`#gx^D1FBg9=kx>
zCT;g~e2z-gZn>-j1)}GR1%Fi+GuRF*C{I9)$n@F4&D5(AjyJXp`wDoxSl@3vs&hC@
zKrXU!J8NEay}~Lj3V>+FRvu;$KMTrDY}BxN=KJ42gsFw#yBx=bMz!{<g9o_=_u0<^
z5d8e^;f~NuLZc)TZCFtP8n<kFx9#zsC6{TIk>V9RV6quwQNW-c?G_JVHFLlm%k1tK
z?JyRR5?W~@{_Xvtk>S%*Jt_;H=SMe92;RLEKM5gnK0P-Fc#uMkovGX!Eg-ZS-k%NO
zJK?l!V1u-m8ytReh6-r&`po0@z!+rYtYOKrk1R)+`M^<Q2btaAzI}vy&7cg!8C{ed
z{Q1U79#xP5;N}Zjm>Hgu?Q<Z7iU36}Qp=vMZfBh8Wk<VLgzKT&_5k+Yom8pPuTG4&
zA+zanmh*<-1JgIQqYd`1SzaWK#j7BDBEIvQ63$nyLwipan@@UADQMd!dVCqy%lZOj
z^@9gGz=Y#Li?`}w6M#MB-W_TMs~$J^3a;eWKfO%Rd@BE?U332+SGX(76lL#eEqs`a
z9R>l4jFU_3CieKZX6@R$%e(e&;c)iM%wZt?3aI3!LIIv}$%puF%&^;Pp+YMKVsX6J
z;2i5~S8xyHE*pZwf~{rb!x<b$J;YDuUMmP5pAZL)@7qf|1*&IVkhq7+*FQ}MyW`1M
zu)u5+7`+|3rVV`IlT%XLCZL_hjaL($eGEhgGd1L*H=kVJ=J7Us^AK~n%OGs5b$!I1
zw_U)Ms?P&WBU>N+zeQxNxVPtZx6H*eaOv&vn;&t)XLz@^8h4e?w36`I9$SpV*Jpvk
zKLCCHu+D>5CC_`?Z;jm#&;~5rxm}w1$HWo$zG`N6Pwd%G?azT<-Ib_5eEJb<;>N#t
zz$AX?{n@R1Q~~$cVdFm=#)}uz4oSofpRh0Ss7jGBP806hEirJ2;oZ8*MC{e=Jm&uq
z#r!WR)gL#vwdr5E%GnFpQWS4TZI`kxEtvVXINpT{5<9TSnP^_O^LL^KK~w43|Ff73
z1Y`~4ZMVs(&Di;|h;%<M=fMrKhO^FBZjQq_?3(=G!#>%N@GGy6)n?lLVE>2h*fF)2
zwVVd$G~44|LU{HacjEhT;ex}yKC53p{~156k7VWNydZKx$<lqq{65f3Qzs7*%nZL<
zJZ^1+hyAE1vo6&utXqv-jajWJq>qqCyeW~f(=ft9Oh+RRXjOEN3kVb^*fE5+FDq3R
zC{l@`j+I14P(I(eervOrVLaP~ta|Mn)Jb}Ue`?QsNjn!hJ2T2%&u^WqKPM!TG@NV4
zQNpl>N2#XuC^|@vKNe2<q1DwD6%<M(&Es*Efuf)}Qvoyx1d@69fHZ;k!XLmRliQ|}
z%eaK)uKC+HU+<wdU#Aq10wk|*;Dq-KR<wsyMS4rZqOOIKXL6py$>rmE$r~`zp99rS
zUyXj*>C`nDOGZFZ*|RZ$j}C(@IOUib`++B*&txZO)Fi+iZCwj#l|JQn=?0SE4WfZS
zXrKjE$HsZ=#8ANG5%(rX$!tfD0}FF`LiPmwiROT+CT~e3`d6U!Mh?l|lcwi9=GlZG
zG4SGkq?2Hx`b{=P5D1&}!`OP`-U~rkjms72t1Er0<r;(y8QRpZ1v?L#{+ownYQ>pp
z_cssyp}}5B)+MX`(3;ld8!OypdJdD?e-~hba1x(fO1G~#bE~@PQs}MFnLIL6EBMLG
z7t&LB7~&A>E0F8D-YFMtPpg3GG|=2At)kBDKgzsv2S_(TgTdRYxIw76wW?RcL3Q;l
zp1<o6=|<teODE$S2JFP)VyGS!%xP!q&`eSoywZHcv23NDj{|gM;5(5G1j?%1u;=wo
z7Y*-M7z<u)7+ZR$845omuPlIU$WN(+>*C*HHhM_r_)B;g+zEA6r|1grnyWo;WlMAQ
zBPtk}2Nt?vr+63)+DJLD^*UE5gQO&U-+(&CE+T$@ZL^CJNeLAaE*4Z>aa_FR_~`cR
zndWz?qdHD>YzQMIIf#qdLi@zNK>yf29oykGu4Sv3-!t~^3IqbY!tEzp3B`X$P=ua`
z<qhd+mqxi<b5@$y3(5~9yhR{l0xmJ*LlGLDnI4h9zw5raVs~9d&J|%du@bXTI~MQ}
z`BWus0hg76@yrhgxw)q9Ja3r!d_1WIp2tju(XCeGOBYA1H|E+O4Q7aq2lcMcTcgt5
zTD}PnXt&H~td5wNnabs1>f7^p9VAOWlDzur?efQqr<)^_S3p%{qeTb^)HUGkXfetd
zAnEoo8f-AG(2<bMITZwxLW1J8R3iv7$|QV&9Td?t@Evnmr)=`ZY_20hZ=)r9mN4?x
z7WHch-#I)kJ5ka0hXI4eys=wI>w^oa-C0yXc6Tw{DVco?F1Wb&dW1!xd&EM>W{$iL
zH|R(L`UW=$<ko`lN*4(?m8@Q0ux&@9Qp=sXS>PkKhQMtr?WulJzW(37eIAj{wB;?(
zU|3Newwny2)a<%l#;*ECy`&W;OU)_zo_#Uj_Ggh)S*BEGsVvZC=-@K6@sNZ_ZfdIZ
zMt@qc=tHiQVG7z?+=uNPWCwr~%PJQR27#u?6?lTTR7B>TWd*xJnAlhkKCby~lNY6o
z1h*!n8VFEe_#yd$kIu`9q|f-tz9m?48@W#;>AStXkd5L{ah3wi&$+pxslNL3%sGz-
zOU<R>;@V0B=C=^d(M<#XHm-ge#xaewfQcH6^@@Bl7!-A<`2tNOh_OEHzv`ONF!zB=
z(MfGw4$<g7;0^|C)zE|3pwBJ|i<rFFg`p_X4_A0ZHEZVySAb0kl)(Ud6NJ^3e$Tb_
zpDIh^tv3e(%~^9ri30xy&};2{$1*6fxW=^zcuLgLO=i%-88B#04S;VuAKc!JAkaoS
z>(<fV%(oKF9*Xf39EiCw)r9NOs}&s95iT65ixTAo%^lpfp83=^?i8)&roOIfYKc$x
z(y}8p6rWJGF&BCil-HP&$(#X}G4E4PnO}8$pk7m7d=<Q>q6g-O8Hfi3{7l>0t%KKG
zbBASo-R3MS8reZ^&f8x?YZh<4@sGz7;L;c0Je(sh+|~zS_guUu1Z)UT`mIps&=r#1
z>=Q>>+~PQid{@21&`!L9M@`_1y&coCLqT#Wi{z1<nI#HCz!b_B!k)}pz+A4<=R?Lq
z@t$QJm1kGcUR{~}*<|^?tjr@5E%2eP8u7C6t2&;VExr_jV+=zM&UDJJH;DE$@2JdA
zam9Sm@f%+A|K$(==rwAKceUXi{8a-E(2?3&?5Y}spVa0ZBx~!P7d`Y1(I=B`luW$8
zZCJTQ4h{EK%nsU;3Ucngl&t?t)FEbl<THK@-e9kXX%F?ZcZC)78r@R(7??|%#LH;W
zZU&id$kf$8I52PEGdYAS7jw`-H2G6tq;YxX3*9%7e?sPcP6=5;4NE2}Ejz@W&oJp_
zimC$BY85<Y^in&j&t}-lYjbT$(7?r=g(OE<Z%laS70TllqqGin<ib(r)QHH?34^p%
z6dY&n5d&}Pd^D?YTPg@%;4oH{dbHV@!hkV_;39}dzgM(yj|Z~{k~35CoyKnGtb9`L
z5UHo%=%~kgR#vA`F)9U=^7fj-@5|K4x3rn;B}<s!HD_H>JwMF?^Lygu<HJTImwuxo
zh1$M^q2+0sbuv>I<Yv43#YB_SKx!}sLv}j$#vOuE^2i=QcT4qRMwLygrXdnaH)0$q
z_I>LF*TDISl2sLarK*Y1DZ4_%f|Ak#Lk<yjEA;-1SVI{jWEk_V`Yc7JB#_t7Gq%ug
zddNFHtFgSvzSDT*BgqraYu+*Kd$t6nl7>`C+lW2$F}SfBvW6;&vKb3~9?TM;BeDGw
zwHV=dm=xLRg0po@KMpdp97ca^U=>{ak(5wMA5lrmF@3S>-~1&sLBx1e#3r`(=jij2
zRkq}_Y;w)7X&2rw=B~l>3Nt;;=j{rhpB><p1l2mYb4`Jz4R2XXW$L1fe93GHo$|#N
z6rdxsbHf6?x~I<HFpiUlTVn6H*7aoZcFhs|ZZR85R!2$qlW+X?8H$6K_y(4c(+v*)
zLs>u$h9ifv@x`-kb<QIZtJ1Me?V*po|A=>HBo{HY?Efe#Gol)+CJ(fLs*Z1;&aou~
zY1p8-f28LR^V9d1(h3<aHTM}dPfWkj@ya^+_5N(S>syA~FvgUE!Vi?p%U8G*5bcyU
z3Wr>NkJRUTy1pCU`zs>cZK4L~k1R|ZCV4<t^jJaIGS!uKz~+GJr+MKCwm?ZH97ZlJ
zSzU*_oYCVbS^Z+*zIwIgYz+o*rA-lU+S*#-{{H1Zq1akyyRnu@{ofxR%~E^s7C=i+
z0Y2FDGh?>QQiVirsfn}>y%I`NXoFyNk8dwgRKbAJqHa?vQKz}d!-Mi$ygYbJ+X?^n
zIndf(q+Y#42wrOGm^@hMM86T*Y4ABdRy%)Vvn$low$Rz5=Rvz`rkLME5;50T{pWQt
zoUVVRk5m}1+MT7AoBpj}H;mP5z&N>4H>vG~#KLcHYiN?zOw{nYEkZnJn4?l@>M|u5
zkL&p(Z-dLP7eO3iRs(Kdsbqqjtr2!Jw7Zu1DRf~ynM5LS*#8l~dUGx<xL>0or$Tqb
zV%t;KJx949*s*7}&F~yT&0-$oi_~t#j6B#-$cS4LN<L5rkFchg;wNs=4#G>#M;t=0
z^IFd1<!G@{cM8YCXNFC9{nr&u2`%mjk&3|XiIGj$H-40%u-;y-@BOlemtJn-<v}7x
zw-*ZaA}#r;A8>hbzn~P?%5nQ<55WQSt1B{8H_8CsqpYtaI2J>z#8b^Xn9);BA4!U(
zbRj#v{uA=wzU#iKZfYQ@$Sth@W8gc~SBA5t=Fo)74D0ehF~Oa6Q3SPMdX(patt4{e
z-HYc~kvhC*VWw7jFLm3O-(A}F<pMpXel;v-zybH3Z5wrG@!RDg&JOuBPu~{pRu+-Z
zz2vc9p<!=Zz8h6BZoSd|kP3L?;L<aei1C`AO)J91(mZyRx63tk&ekdB(lWoObkQP1
z$p&fEgUP?<Q@s!a76Z=x---oWz6a%xqAaP6WlM*f(O3L_4CO{I4AW}-I|yd;HNv=n
zA6>`<wSt)^B*A3dublQ3UD(p$=n&zJrfeuk{n55#TZp1}F)9~+LMzLA$_s{#bj7l1
zm3PWt)9c$w#0-T>KL@%2Wioq~$6nm8+@Qr8E>otMgMivn@G!EGWc9{((%cJgib90G
z<WS^#Nc0^^jg3Df1Rf6OD$6`F8}I2u8ETj~kM}I0TWdA_^HCaK0dG)ALvbZHwUT|M
zK8k-cidKZ)Qp*koRD(zR<s2}_rVC>ksUA;ro^mOo1IEHD8-G4>ehm0ViyK0W&(c~k
zPgig{Q5UH(%kr+xq(&jvRmEwsJ_D!4Rzmgvm-m;S3k6OnmeS{N^Qhemzwo8PIrEe3
zK(v6}3xqvD*Z?)z@}|H6DBN+whbt>neB3q+DARZ-^|;yUC%OoMIY8Cq1Ffp<`1<N^
zVFh`1&@hT8K6V@#px$$ePW=(40UG%!?G0Q=YZi{r?^h3NC80@dco_Z-e8A3sDF5r=
zMRBk4WyYop2L#L5IoCBj_L+!a#sprZtg~do)%+fnMhwPFQZ+e2t9r3}0XR}c)g@g0
zcFntTl?}9ZeA{DmBv@L^8*81Wp2Ty(F}~=**(Q<_e&T81*ab>wGXCS^zB*S#%p1+x
zc9n!OH9K5(3NCk{PTjZA@B0y#<t~z`QXsUpsY9VBYFv5B)LYv!`2gM!cw>?!BX-PY
zV3bnq%{Pc;FL+l(VSnuBVUMz>-Cd#PfJMTD{$wRa8YQs<t2WU}$Q_OtxS@lh=^M%%
z=Cx~pxwz0r+RJ{l${|pf07w1g0G(h(zby%lAdqzAdJ3=U)Y9A~t7*a3%%33ye>ek8
zizf|~X;}hA?$hL}P`5jJEnF)KbOjg1>J}j2lrK?JaY=93Z=H-=_=e}TSDXEf3!jOB
z%cGm#Hf=m=d0yJmV2`;>@6}v_1n6wTKJ2)b&6w{nlQ%do>{V))c16=`&4$zy=qsV;
zCD$WR2HeDJ9Hp~8x22@TwdM<luP)Ityt+^hQPSjYVdKGRm9%UbTdI%7=k+NAfz^96
zqwh%xC0S)IO`R)#9j{0jTXJPjPSR|I(sXR({b1*>K|xd)-n<0qr`GLCd7Lct2OPJ3
zu6VRysYFL#EmXDeYA@-WB#f4aFC9wrv{Sn+rRQ%;pQ(+#NqJ4$a?}gI2?>@y8i7$A
zq>N-M$bgN1g`dW}csZj_n5uiZxr{dS!oD`<<(oqCHR~g$(@axJlNS?#(k9={>pkHS
zSV>xj`3F8)y4bfAA(A({6~eZ2Q5lFyf&J9%!(mL{HZJTQ{T;L@dZ#?x*>_{sKxd>+
zWKv*ZFvu!MtU$R=@ixVwvhr=q*SFnK{bo!y>y0S`_rPMfu<>_c>An5SO7K6;&|6IV
zehrL^@%#LoFs+#AWJZJe{7I2KPp{DmdyTNh)GEw*ilGQEcbs7M_7W`p_$EJ)oS$G_
zCSti!>EO}j{-%E+JK46))K9678JNHBs#FKq0W=&LozYUvx>^Sf9wQVpJceKq4HK3F
zzX?7c7`yJD)?A9q!`vC3TIU5oy2mao?o56Mf%^il3jtWtpU|rHiqp;bE`}%23iYJ5
zkF8Lp(n4A`-G8iYQ>F}WXXO7;(I)ovJfWC2M)K}keWB_?0>{nn**?$BHCO4ELVH5c
zUpEE9Ym$CeAXZ0zhsyW{#<UE%Q=YY#k)~BiXT`lXS+Fd^H<c9Tf7>>LoSyFZvu2z<
zA#0Va(V>x<S2y)Gl~cEPl8`W<Ebz!S%wf7o$#YflTJZOzAGe|caEf-8{@-uv4z4M<
zXy&7CQaYme1VJ6gw!g$gYj5EiA$;tLNZ3uuYmSspq3zH&O-;1-*)2Hp`Sn>R>RXtz
z4<)B@qdPvdC%>i#8R2ldd>HB%+InDG*G{K8vK{DfhT0EYP-FLkR>lu9lA7n&=3&sg
z9vKTJyoE^eh$qcexenNN4lSk@@B*cI=C{=gqrs+%H&9pLu?A25V?tA(-mH!suGP7l
ze8zOirCE+295DKP%a^I^I;qt)T$|Xev?s&ItCKVePj^Q-c-Ss9moOf*?;R~>UCh;@
zNngkGhr<Tq+kvjlXPtwqXbT3$5Br4od^Yr#D46)Rach+@@~zHS+_kxUvWR5iSk4F<
zj=fItP+H0xU(+qr62;ugbcYbt8yuN?_W*{Qrt3IXOEdJ&i**Y{y_lWwYa4(^sikE#
z{QiAoDy>skF4R-rF6^x?-sl%&Ty{X-j#))RnYRUN)3##ZJ5wk%ff0K(yA`pw3{OdZ
zhAC=4E&}grFJoVsRiE+ViwY=io6P7)(#soG5{4U0Prf$zxn_&EFKv-bZd<U1*Ek~Z
zTC=?dI>c!;m$kZIk4X4rp{LDJDS->chBlUd$QO&-;VvAdT0p%=l1A}$P9~FQ)yfnb
z^1kXhK^v>xX%@+>TA*@A{g{hAdd$u4&Do`Tr|=&SX4|7a9<ZNtI0Zzd5~xK>g`t|L
zLLj0w6eZt01xFGSFdieAH$eRT@qhPKK+srP@2o|VA%rg>@XgSf)}Cu><Fn)R5S4In
z|59CWLH)on5Vj@k_t#^<PvRyXZa?ea$oAhTxk?EEOR>SA2jb^mZm1P3%|?lSx=}eX
zG`j&r1v{ag(u+Hkg4)t6bL9_U&hrhEvt_)t)a(_Vf!wg>@Vl)p1o61pR}VaZBMOSM
zg%(9ZDeJa9`HuOvV=a-mBV^<_diG<D$SREia^l@SIaRiWa53b-`L4m)@SPv8*YI!o
z;a!JJYzuUmkal%-@a%FdIim<{JHQdy4p>ZVN3soH1~>k6D;{vnVV2LV)%7jS+9Mey
zcz?TCM|t2QWsKL6SmD4*HS(P$0EN^Cbvsb?Y?`YhdqSdJDB0~wia`9-5_M}+Nrdnt
zmDEIfgV(V`67IH;^B?Vrb1u<m0oEqTV@7Q}Qt__i)o(rjhs)_g7H@PZh&44fIfg!N
ze>~OV0<BBs%L~PjEFEJGkELy~p#sk_b~-l&R}cqrc7?uj1LdJiC3u3JtB;gntRKlW
zuN?^Mrt!SW1?xS1>ymxzT6W@D!%uNtsC;r%sXN3i^V$}oJ%?wLmr*L*ib&Pbe<M;c
zkAhO0hH{0%6md0C=4MyceY_(;#CDcNsR@+I*b_8@F@<Fogf{d_bbSO=tj4e3s7Tj8
zXST@T?8agUqdQrj#MXzrkLOiME3;J`YinK&HUs(G+p^ps6@e1lN?6SQ)7q7XHFc%^
zSRK(i!c;#+S-%z>#xg)HvPcZrj)I7S2qXw0rXoby7sC<=fm*eK0dWDTK(thrtRRM9
zLIM_nDoX?mTL>Ts$ORG+LLf28cXMf{-*ldNzJI>+$9<mro^#K6&pqeee($*nTgfZX
z`fFY7C!}sy(<F@i4hD!oST?`Dz^hj>XGQ{&OPbYn@1x)gsV0?}0CiNmP?1&8Zt0Jp
z5xP58wWs(oLzFgLjX5}z?Up(asnR7Z0*o7<G>f*D&*x3WvDP9&Zo-|#9P*=e?2Oec
z^3aRg`B&2m|I6g~h3(91y9*omZ=F(uQ8OYVgbdd}bzJ-8ClL)F=BNdz_?WgkB6E}s
z-QD;bd^-J&wXn{Q(l$w3vgwSEZh!bmcnI%#T2$Y{uI(^mXhR<&8(vXAeN6ftC`}qG
zH7J&*dRkmdiI&#@HHiWtvNYPx)c`iI9~wM@K9GJCA1)sTCdh^tN-&7~3y&CHaKesR
zq>Vo%;<nR@mFRTug3Rf~pVB?>auaFoIgpKe6g^nfno*Rucjm@xazwo}xMPO>NEKn`
zqO^eA^RZa|0;nSg@Z4S=T^XtI-S~PGWnR>bK-S*DiOIrHE7MukMl5Ab2QQceP7fad
z=d~YM<;vl{&Q3I^l?Eb0T{NZ99w>v7A>95Kru1+#I~0w95XX?r#Oy(tF_?(wgn-^;
zv2y|D3cd`u4g9cU+I$pfTn|Q$Csc(<I}A>mdfPjYkTulb=d8UyrAWhr%!?^)$Y{B0
z<Jg8Z|Ei0dihsLH{KAFVh~cvcZGV-?1x0EF^R5C!HiNuB?h5*+I`1#VARg5Gzy=)d
zU7yhheF#zn<%}ewT)X7{rTm0Fku&(Lfi?)P_nYZ`KEZ0iI_E41Vx6O#(*z0E=X-Ya
zAFSr0<otUL{e@Jg<ErFX`VBrczdAit{s0(^M5kf!(G$tz*5#3T$LHJ2H4oo!FkW!-
zQ_=Tc*@Ejrq-X15pI#!XNGktnX1A*gnJDSd)J%o6gR441Y4aZFQfzJ7{I$+G8hiFT
zaCvyFm&QY~n6{OeN8{Xf+C5~WFY!r!2fgN_rDjo?vE8oVVXTP()zyA`bJX5TUR3aJ
z0wXPb4UO>UMuR13ge!WeGbOE~=PoURA2ACZWx~*kDCiB=U_M>my87G+lm2F)Y--}6
z0UQTLIBAOBWSgCt>bH^82j>Sa!7}ltE*H=LC#^rUOxYQt_*N!iKiXuaUV`_N71`Fz
zle+l5FTS-!D1PZ2M(oq6uegIX{}R^dOa&x{Fxc{5$U!JsC;)!hSI0udvZOUmpE74P
zHf_!ZoRX>F;@))Fp*24%?3?wWF()M~<sms~{?MPnB!RyKx24~<#f>#e_F7EwG=+8K
zLmpq3@+^Kfpbj43!_xPeu&vZ|7t28J#2c@&L96lsxrkI831XM%=r?C>gY16!_Xivp
z?9VLE!(aIia3iT+sF}vcgc!MTuO<u7GNq5w9x!Hq4TZ2o2$`K@2vM>3mK#Iu)~|yt
zn?sY}D+>M6s#iaF2NRx(LE($6nCSOub7FxIW}=J01OI&g)K`9^#31dS$O?Zux+cje
zIYeFrEEr#3FcWEunebD@&}`X~L#v&CBRZrn#aEmUw3BzdyqX)&Vzd%^0jG-D0%>Z1
z+)%V0xw|o6DEIBXo3>vtixWP>*Dn+ele*&9#eD?H=0KX4b#mVRZAoH$d}!Fa{F#;6
z-UW|}iD0AwBcnm7M=orT5L}WkRUs}!pj48SB>5d+FZtX=PrcaRj^#S2+_O$AoGBe0
zJPIZrkchL{iIZ$jrG`mxx46Jx`mrvyD&ukf+mP8K3BhD}23h$$uZS7Uovsogj6IhO
z8TH{7lvy`Q>xYx_LBKG4+@)%v=!2)6(w|bwc=o5J&BviIAXf4?e~#v>NHPQQR!0nk
zQEFCqOvD88D{2y!CPi+MmYe!(PZAsQZ}5Ly_>6OlX6%6ZujHS&A@VEusT90id!oPi
z%Mh)#{XRr|_}tT(4BYW}*Q6mgwhJr20TIZj#bTcGM1cm#*l0^1JDL;`lAHkM;WQV9
zeb~zE3358K5v}F}T802mDCMEdOS{|%guc{Pki}oT`amV0)c2f$`FhM<<aU8xhYm_#
zd?WcdBB7GY^$i+(u@$q}(HilpS;PpkeH|Azaaz!QG{Uuh0Zn5Z)f|@R;c^X7Zv86<
zrAQ*FopzEk@P0bE4d}J+=d<(cHODM`KTxP7m#cxYzLgQG^kp}tvqh8)x)uGy?EH=r
zHn_mpGRu~^oH>mL-n;Bvn}k~EaO~vY2V>B%;!OG)PLFfkcEg&}7-RX)yQG!>NU27A
zFS8m-N#Fpw93he=RAmEO$jWLQBS8Rsa8QmS*cBa1Az!d#rElLzZ_=o^6DoreKRV_7
zs}8jQsg2qhY-<zW^ZE4b0A)5GIKzyW>QyY?b_bzBaC3bN<+29g9!3sW(*0OX;s?ol
z_`O|e$M6#uv;mRVPe;A#K-6+ClK07i%Cx_HPUI8~Y3sewtfHaI?ja*X7&;0`Lh}<_
zRxY=`7~B$!@#GbR5}D>K=IM#yhvb{v*u`@tC~$h%+vmZzKX97Vo6_CC5MfVCj&-Qj
z7DW#)zT4PV((~TynJor4yvJTOI+XIM82m>gto%CwL*5~{cX~$}T_|sEbJotdpBRw^
zP7WuHe>AqiLg&CVxp!)=pc!>i@1eKqf}17cYxoDsK)iTng$wwREf?W5rvO7X8WU=r
zyQBBiw)Eu#Nfx%S<=v3Ubp#geRS=3f{B@b-*z3B&O@eaYy4Q#B748X%4!Ev4JI0j6
zn+^h+z967EA_%L^ift;%i`R(Dmv7k<d7l`<RM(Ak*~+L_cfg30_{L>I;2R?8mWOhH
zL_c0%&LGvyft>>;tu#qzLkOqE_CfG#T*;$N$uaXsP)>{(M-Z+oocIV!ftCSlpP>UK
zEAx3h&B5Mi0a0I(1|o;`WwU_o0S2M#vDU-7E83y&q2V23H2JRCt7YwH%ZKFVea@UE
zldCj0$z(lj00$}J+}Jf6>Nr*3Tzs}_A%Qh(bWJ35z$^t=)T~q%+@i)Z1+G_B>L7~;
zsi3Rz`08Uc@-@$R&u;HX`Ur8U_$*QT%C(WJKCYb+<ruSL3WvkJd>jte5kf*+V#x2e
z$Sxd2iG&v~UdxeWZ^<M=Fu>T#a+CYn_i3ECc^ytjrBSy`|3#>asJ2yb&RbIQ{QHrt
z=nq{D^qTP`vz^A90h$pljugx7$BQUVH_LKFZgfqIca3ZM4~shUx)N!0ZOSSjw(?i|
z3jT_k@|avmYb+U8`pX+nOp_`mMeV%Zx@CaO#I@P4$N{W?3de}fuI3};X8?`L@+Nv1
zJ@2VN;y7q+l9??dW;hW1$$%n_H5KIqhy-c5HJDQpuCI1^s5N_ZJ^80OKFwqQ&7Zv%
zCFiyXmx|nbRwv1Xrw%tc=8TN{$_g5~);NA$wa{chx}l#xmX_CHaf9qUQ!)A^rU8YH
zZ(+88o{*}0x1n3?KPCi8UA;-pH`TK*AN)hCF>R3#nIp9xa%CTB)fg7_{U72ba38^%
z_I>!KY~#CFnJ%@r3sMO>G8i9&#~U73fr0Y>QJnQn2C@$L+?zn7I^%71jWf5u@U~3J
z>xgHTd~cv5jC~gu#{y#zuwWy9Guu^{P46z|v^kR&i`1-u(Ypr(U*TJaEufqw);6~z
zYLq=bOhgsyL62=cwjX+a&JVKW{}%K8OJ?-nny{<&6b%a<nmcK6BwaU|+kejD>tiqb
zQ4_;+?S^QFpuTgH;YDMJKncU;i4uz!>5qW&4z@jzdW;<irc6r_iJC?vg=)rDJpfHU
zIAVcJ_V$@{ZuwI0T}9^-Ki=T%1|1!{gAz5rL1tC4PZr!wYLpmk*HJU?gnQYiKO%qu
zT#?`sd7FNJ*OGd*^zg^J$|m3N?F|(^#0ue(BpiU_%4Nnp6AN7pjJD!$0Y)i5YTs9B
zzp*FQh8aQRf$uKCznE?;8d@*v1W$Q<!5(F=SF8>1t)bU^t|${-@EdI`QfeYx1c~jm
zWY*w33}SmFoWpYM>7FzcoFt}Bt-JuZMH2?|o<Bj|noL^3U7qmr=RFjbr*xD|Vw6?H
zyO_Q<DoTp~3)Du{`LlkP`Z6%&&}D->Q-ujp^GvTpU1y%CN8!6Lde9BjcJ1<on_d#O
ziy|J!Hy-T&8$|PtgM;~>M=i5SpY7BUGPn1EA96uenG8rd>3qDM;A63Ft*e(rm#Buv
zRTR2_q&E&V!d^XC?#ogfmDBlKp-r0ES)bazc_dQdyw)EPXBYWyBqN;ksXP<n$1x0?
zi0e7f1N7yeKQcP5{|wq|O@B2R{CRm0aSc3l1F}&Twdbko{_l5=PgJ-0o1qoNlHk?r
z6J6i!n)YFu`KohfRv4mGICvmMSKx1|Y*^!JRGJC2Yhd@{atgLL6w2a3Gz2WFuBV6w
zg-!UfaJY8u1uR1XU~9Z9u@*=U&&``VWCFE}>dCi>DxCXmJ;JOvkF@=MSNmLIC_8a?
ztxs_lC_;OUO_Dw3Q$V)q_kVotP%Bu{j~it~PKty_?WLwM-$HVTEi@S%PYSX)a8L}f
z-(;jO)g>0d5=DjrXYj}Y8=S4?mz^wLxzb!*Z?;zb&nxz-PVQy!wkIPFZBHPw_uq7D
z`eoabq|aP+1W?TW!<w28W*zt=x6Em2fLinG=4omz4&l?4?)Y;<P}c){giKd>v~lWb
z@m3mzVH<m(3eJOisP@v(C*RBkZ63J{>=RuLMpRkr3^gd8dKoORA`w}v(g3ESv$Ixs
zLz*HWPf~INda#mk%)=_uj;XoNEtlWoqMU9vkDf6dmRCZxZ?A~(ro1IEp|wSnLxszJ
zU61rzy!|&hvwM<BEH3yJ%O>4GP0Fq+Os{fsH<PLHl2-%2?UzjXFo)pRW;^<B5GbtW
zLTQ<?`owDRj1x}BP8w^lY!@_`PS^U1^n&5fA<moPrH=tmQ3d3OgJQrDJXEd%;CT;d
hINgx{4+S0jLF;m(;(oeu!EIf4o=3b7Grz`u`#=9GCVl__

diff --git a/articles/syntenet_files/figure-html/plot_network-1.png b/articles/syntenet_files/figure-html/plot_network-1.png
index 3091c5a7c02a17c292a7df1f5833326fb5e4d89b..f0d3732f1c879b8dff90054c886ad89136661ffe 100644
GIT binary patch
literal 101585
zcmeFZ_dnJDA3uDIB70M25<*Bqh=fpPk&#&;o9r!ngrW%9+1V>wW<to`E7^{dad3?5
zLGRD^x~{+A`sF&eS2s81IIrjP`55={com|mEJsXmi2#8>5G%;bJVGGOxgZcYM)>F9
zZ}hPH_2J9;XAk9M;48fLrE9$5%LQ9`ZF>ZQG3fLUR^$T87=d6xD9A{uyL?)kG<(ao
z=*hIl(etAkx$>MBakE9%2lp-+8?M{6zRzaw-c!Aoe_A1}<6gH~p0D9A#O7XZ<Z0Lv
zDEUQL$Y~wF-CQ%~OS33L$xF2o&X8FAFgAHrkqadJjSO^Mip-7<8bcqP|9El!7Sqrh
zMBj1oB4_-#QShVd$I3T{J3Bp#AJRBO@5=n27e|E00N(%O`<iB-*x>)Ymi(VJKKwsF
z>TvJI%vIL^y+l*#HYv#e_exYHatZn0+k%xj&)5E+x5;o&;pqSGU94%8p;&zXdlz}%
zh1UQ7<6v+8KiW*j7<~L%vY)+jGeL5mf@de@fTtRHfPj;HS<y&nw^c4=T{m@q^$GJ)
z1y0We7H*0+Zvy8$E^VQI+wD$XeetkOjhVN5hRCyazmDBn&paLVgfy}G+%$0uy4>H_
z<9f*0D1-8(W@A+lm;C3w)r)5bZ<S0XtL89(Cj}o^xie&0ySGreIaaATqjOxbVZSoP
z%5*fM{mDI>NFL9_r!3<jL9cdmq0)9e<InHU1-ORM)3sC@ZFeHoQA_PTX>RQ9Gwljz
zx6Z+Q8fR(GSvRG{(Wb+w!(_ebodrzR#`QV8lPOQmu8iINrI%uE7DDwXjLpmnVfY=J
zRlUfb*_<BTyVY+;g05US4bwC+>VLn-u-9%gtKsm@m-^Akt%@>#U*>}x462}gad-B6
zL{RE-nq7L3vM0XjOfwogyW01~ed+p`dpn9W9bcS2x9=U4=ItHWG@S3bP*IN(S`G}2
zJlsAKInlD3uK0Jm&NOF9BG+Z9wbyjAgY9OqTW^gnJj!=RB}IOk8n$A}-2FioTVMBv
zn@_M;o6*`8^EZd+r=(7+C-Wz{f+%tSD;`gA#kYbqHxH8yB#ZQFPokaYLsTZa4~Wmw
zExzeAx0djUYj}@m4DJM3_m52zH%#sv^fjEYY+z;%kF7C2<<>i>L_Xct^4Nr$>IOE2
zubcIklJ@#))Up|EHDqzckKAK7fAm+9I7uRy_LsE9cPMG;{+{K1AMU^VXA5OLL^Zfx
z5Z2cdEAr%wf75e3H_w^;gJDEs_u)){%OBFhnT5j17JaWfA;UKwt6z-tJY--x`K|YM
z!B0Up8PhL}TIbWf^VX{8?|>=q%)7{>J7q^_fzpTKVBWzZBPXwWtasS<_jO=RBd6fe
zicM`Or}z|d(J6uExc}r>(`7kNn9Rtg{nE4;{yh)0O2I7YNzdYqwQ6_C?~V|Z^W)wQ
z)Iql&Ve)$nzWt@%>fMz)i<kC)@p5J6Hdg&n0C!MHVcXL?wa05KscRO(I+X`|e%?C_
z@xqvNzBNsnqg|(%!jBkzzu6kB`UCpH`nt$w!k%>gCQa`nR%|};GS7dTf@=G>>9q&>
z#v`7{-d*%zYyq<gNtKmJa})E?DlO@YCMVrWvsuCubQoPcrZkzhetW2%FSJq*e&C@&
zogEv7{VWXUgH8)&AGynV+=BGv^w=-N&g!J}<l+-?j>hD}@mNyviEzgRn)<y?zAHq#
zF%C5qk+hK_hMu$BHs756uG~3)76hV9XJwkPM5<kCK7T3|i5~0hmY!ZTIn9BTIsuUZ
z&jS6`xzUqXRx0CPx7Vq^#x$tNm5Dh`H?L0LsV}GhR~20T`z;xriC0FEe;4LUMTUP+
zQ_?mRJK(y<Y&InuOg}F2&^>q)*=Yv{2KU`});b)%i*h$#8Od{4>Mu#yA6n#N?n}Dj
zZ{%-tGCQa@InLywRplh^`*%TDbdzC7@a&y+{W)@;2>4i}V9?-gv1?65i)no?@5UI*
zN8u_&A?_Z!miDwa)F)!Tm%QN&ZCRXuQt(l${#DuK<w08dmxV-XpH$YDytp;HpO<Rs
z(cRaoGN0?h$w-%Y-%O5W(V5P>Y~3IDJe=m5BHOLsc?#-1CTcqJIQ^2Z&KBw{cox(_
zUFfFtQ9IlL&4gYDS^we^9_bj;KfX!fP1CXUk0jq7tq<h&@XY#2I`yc(t&1yPn7?_B
z7_t6gmXUcgo|v#u+>@}-+xeWd{g$xYBUeUry*Cr7=N{GH!QYn|FaN)`NBt=HQWRU`
z7K6*pA-u5Wsr5tWnl#S%JwAktk^j>|C-kA}ZgU2b=Q*lxyn!HGg}FVsF!_;wU9r<1
zUUi6dzvzmz2>+9w)|)5$1p4kK#&f1GZ%X&Kh8egL@_Fu@-|&9Lq~diT9;JQc6Z!tM
zK`*^L>*As>mha8U?^?W|dSO30`ptq$Dd43V)ny`Se<Kmpk;sz9`woSf9ctp$N=8}o
zYGT?XPZ`RtRU$Dao_;w2$pc4DFAu3AyTbgN+awDk6|2hYGj+!g2o3gk!iq38V$*6=
zvx7F*=f^sgJhqXN!S<vd(EIpj03m|(-wuB%dn*xj6hmA3F*#X|4ELtw9E)>hoAeAn
zk?dw3XXu`m6|?NgW}BNM>2ew`(}_z8BQ6%3!aXwFx#Fq~l;|<1ID0@NX6Zwg&Fu1Y
zO&OnFJA|zFekI>*v!p9C)4^s=oz2^`1=IZ(i8MbKBVRORA-OLnPKoG7a5xDQ_zVYq
zdm1AB3l%c*Cx2e8hip}dabW5L6=g?gT34+egDyuulg~Wm-|E-l_tUYI`crbb1eN?U
z&G3fuJbHP(o?lQo*|;hn<^QtbNokl*mN%N>g+`N~%Jq#Np?`}d|F>A4xWQsuiO2=+
zKdBp)PM1UYiG+zxDhO`3%c|i{qdBmr!<%MMIfl+IwOr>a+{IDP9OCBs1}rRPR21ll
zGHJb{jkW#ja&tpBH8lpU?lj05?Z3h^I7xhnD9Td!8}4yb$(JgUEKwq?b-LhS5`wb^
zc4f2iaaho$O&S^sd`CiI>xsKU39`Jgez_aR!w7{a8K19lJCDERPK@qIkoqDcnwCXI
zB5-;|Si=4KL}nN#uFkVwlJgw7mnq<mRm@K`D?-B19(SOBDALa1)y}-Aw)qKRa9kdS
zr*oS;fV}=NZ@PW@XaX-~rTymbvjR3o{I5UEOmY0#Tw^wnZm?qhar{$K8^KSYTQkX9
zJ<0oPS@2aA14W2m!UH`?>M!&Ocuhe{efPgviN9OJ9Jiq73*D3OrqQ$h?Ju#lv8RrX
z-BZ}vT#`5<`p}+V3u<PmEEy_nXpRdCJybPz?lw<DDW!3<z&mkHtu&e6m-Hr7Is86}
zSI>7=Pn-X1hn%@@vLx)WypOpH8TRUbEJlf($P<&Z5(P=4cD@<<d^1Ee^S|v}c>5rO
z<WTF)Hj2RI)^oS0oA}t|F$IMmd!r~GT|L)ao=)m!VOlD`NQC%Eusq+fEb>X88DTS!
zTC2Us-6`OpmwfxECU$eU+_QFjkiMq=M7eIeoZjX4bJG<1!&@IuPicebusa6wF<95-
zOCUEgZ}zYK4$gQ`{99BKbAcg01Is&kLu+f27~|AwWZ2uD3agO{Vx|7mJL`DCqVVfA
zgGzn8_}lf3p=I~n?7;^`JcJci%_Tg=oVvP$WU}w}R5hr>NI%={C&)EuO*G+{30@*r
zV<z{Oj}k;x8PUmSJbKG!R^~D~9yZ--gmh}2<|i^5FU_)~mW}&(z)1SKlE9nqM1!$l
z-Nr59=(mmpFMLDl6--!gR=yHnpEW17cRr_}s4s`KueNU*9sW>Yb3kP(U?4jYD`GxH
zzc5{w_qm-Nx!*U$q_rk)e9~g-pm}QlGD|`?YeM%1##i^l%{b4=DgB%{MEHGa#pSkd
zpZDr>S>qJpYT_q?3SSyVQsB9G5!VZMW=8b6Fsp*kmmk@au^+1%$4usWg-HtMNnumu
z*<^~C(d?0E4)>(WS*Q8&t`d#)W~usb#qT<M{;`%cF}#0S@tK~>>$fTMx6@|aS6%LX
zxsXk6Z^pD|ZjxCXud}4ryj*7TZt19uXyW}G^?SUrlv0JO)rk8>dRhIi&Emhm5ct0E
z>M3t#h2EC)VrsSkw)gJ)C8J+a0^64UI~wJIM!~9@{bf03e;g!U<4KkUBR!A)TxMFg
zQp5e^&VzTSYHRZjk+j-m5j_fbbFX4fG<XlQDmfQ28&^&m<(nZqRwEiyr&a%qm5BBG
zk8g^(l&9Ox$o?;tcs}%_mXp1SPRp#z*215p%2;`Bmu)!<&cw%kt2-_C%)3n}V~nxr
zc93Hg;SVx=71{k9M2Xw&4C6DuDpAQU?YO}u&mR4Kaf|YCk{G!xIZx-k!eQy1B(^8|
z)1$war9L(Y6U(Px=ojf#VvinQiT2!{&$3$<>$J^pM$RdjI3CWJGW(i*XMHi*A*U-`
zOh1nf%krKtY?neFEKj>6mo^#XQP$qM;Q7@<_->_HD!=n)UH@5U#S1@+m>X~9bM}5q
zx{~sG*<a{6T;wjoqc<RFh{H(mN1{DEn53Nt$ZIMp&cmT9va96{_9D@J)|Ik*PYQ?M
zbuOrKQW?^nCu;Utbmdo~^!s)f*Dc2QTM5rnb%ZW&kb`Jleu^+Y_O{!dZH(uQTW%|<
zUB&n=w9JZ^lY7!tIoCMLn2655MC-V0rW@DpwFhbPu^6f2qrP+ec`LteWmGze+dR+w
zxP8~ju%_=u>*HD!m8-bygiTG27m@p*#ppkZyA;uQ2JybW^*KFX!pPyxAKrBVVcu1^
zrAAh+!Wx>k$9-H(`y<-w%BEzp<U>RE`zsN>F9nN=iV(1@Zj)9)h^XK+dByc7c^Z9@
zIyvgFE*TMebY68qm`Q1fQ%yLm#!^V^=0I4M<Mqz?cpAO0!hV(+e){$YQAf>>v=mcb
z30?PH^N?s*n0sYJmo{k~w&k`md9lo9?CWvUEYDXOtgovmh6m0TS~@!S@}Kw>tk#ST
z?QO3|L_W8C<b2pe@7eOWb{-u<T#n_Fu3hxgk;MBT{<JDBvB>vX7xn=YO7o+}>Q3;S
zaH|V1&%n~**85sPs{QUQcZQnIcf(l^rZ6Pe-G_?1#rM_xKYXC>bI&!qL_<Tv&YOdD
z5M6SrVYQ7mzS#QAj%$gine51mxlZ54JoUOl6s#W(l0|{y;7H=&=(y`#75uv+S!{CN
z{KJzC492b6X)Y&O)UPS0L*GbN?QPHEyKa*#U;SanzL$dROqv35GC5jpv0e+TQ-@Pi
zdAEeNcb7J*(C;@lIYNVNG5cJxo$^`zc$G*TilF*oee=1_la0YEw*ys<`_VH6X!VE}
z(`WIB2|0_$3u=YKHyB8;5Mg0qPnB)XOZhA;7^{Vo4GX>rimk9pAGK8Gss8XFLzOo+
zm9sw;Wh)|6Ii9G+---4tzMD|6syaAMi{DZ5#z8b34$QTdd{ge^kL-ktqg9Zp5prs0
zk3nLWl)1%L#NRA_Zsd7rTJZ7<g{a=uonGro4tABWR@T4!;s};aX^;J3-nk!JjuX6(
zMmTJ2HlS;w-X+&F8wutP(vim7S1~-u_;tL#MRwib25SFgzUs;-TIH}5ZFKB$EWfLC
zx~8(^_dT8)_Q_%^ek^c)`NToe<ZH&Iqd5qtJK8Zubmw8q5sJ8VH#9Wfb-b9t)Q?mw
zy3!Gy?{#F1cXI!s5yiGt&D%8g&5)&O>Z`$^quyS9qzvopS5<GIlsJgq@%%zzdvMGO
zF!Nl!@Z_?aYROfc<ij}hy+LY7Kt*<(W`6jk*{Q*4_^@;1>kyXDMHoU=b^8Uoy1SJW
zyML7UZ$&=2tUwVnwY0X1dQjp|dc1VUWu=ssg<F71R*F6P^`h(C{woH&3acw09;};V
z)uvO(k~eWSb{f<;vSChMGdCbKrVo+-D2BqnMD!mqYb1P=sdh_=GP)sR{;tMgh?x!q
z+JlS~vrCra_o-yzhM)x*(LqZAu*MlWBSJE^E~MCxiy%h?8R5gv%Cohsdrk-OboM%W
znrvp%bN$))IU9}~A`igxmU?Hxx%V#F6SwNey3f-nwwLjNP*-0Fgs|YxV2)p66?rj3
z=e1*yQS<kZh^(rr3h8zC5Nqwfz-Do|O9StxA@Zo8++N#bj#=`JbDg*K+@V4g8@9=K
z1=gD;3?L2})*CmZJST9aSlF|k=F{+)`ebMxY_2sE?qjhSD9sf&xNfMT&ol!E)iWBF
zNLF*f1uK|em;~o~=RJYAPx#pL%M%Ww*V$jaR$~#TBbsq#g7sBTZphs6VN-yXm95T|
zR>DFPcp1ul!?YZgY_FizGb6t7ip$Fq6t0E~zYuuZmom%+B=&D2zcuYQbs--{;X;%s
zXU)1Y9URqvbcyIus!jQrX?Am!`%?J%?XowmL679AsYfOa1(qiN*jnva(s-}iOoowq
z{?YqR6;5npN_XBtkCt#Wz$kduR)l(nIRo~+nioP)G?8RzXsD&fPS>^1V9St~dBfKo
zEpa0fNCK&2^1o&gz<4Ska>%6jH5&3G5Ij6Q0EgBNjziN7?d<GK<Qe!Hhs?`ostfQP
zh?~hUZ~P_|*>B!RrB^w2s+r8O9vAtoK_#os3P<AA5LsSnS-YEo<zaflaeJri4TnTc
zaO;+=I@bqc3nK9z>C#cEqb8If^1$#C0uU)dfbYjY5KHS$^o^Wfg@|y15u*={_RA$s
z^)0(}(&@ycwLuDkT+<Q}M+5Rj=DaiyuF~}OMc1j~l?Aw&GZdy3bE^+on`A`Cuc_;?
z5X;9rM~<C*)Y`6A!|j}nVLJt+qMT>_L^&Ac<0KaLC7(9%@{=b|WH#gF+4v<TCCOa?
zO2Ex~HIR0e$S6s7@e@H3K_gQMNSdD$4KgXcmT5G9mzGXLjE&*~V8dy2Dks4`xo`9a
z^oBd;Hgb^`H$S)&>F(JQWaxOQr}I~cjD3Y@dy;nxrM0y$P7r|Y%i?1e|BS*_m+Qkl
z(L@?_xTLy9KpLlr=fU>+7Cn|<f!~J&;_WUhb-lKn(k;#>rQ=B(lk#+dFNG4)LUHKs
zXbze?jz>?`P|K2gOa~cj(~$(F{dz_Naiho%*X2$D#eRQd?Y$vyt$UbE&y@CyPis{h
zv%F`ErAKMcV5E`ZslM!RZ_Uw{md>%9mya)uAP`FFt16<NEhv)w3?v-)e!6@s<_t|)
z6@|Ow>4Z=Q?D}{-(&FM=Bny6v%;KK$eiYkfeC%SfPeyd<y*mAN%cImDi;)Fs!(*N^
znjas|)|1kzRf%B@+mqwI*3z}MwpKp8O(b15Znf=JDQzsPrkbP9PLm$iqgOdDTR5D6
z&p&T(LYFQY@bw@~l`}>4V}bw6a-C=1TU%RmUKqfyDg9M-y$QJhyUj8BqeYX~CQ<r-
zUI<*!8=l2Lct`AMpZD2SqMtq>eTZ>;)8CFQL%vCQvgY|wQj+oS8KO&6|L^eYlsDTL
z+Q0qyLD0nSzv!w;W&G!TR>3OdEOfCVD|hpzTM6B1T0Bi#;^f<{JLgMVqQBVfeA_EC
z12UKKNJ=OH_5|M#Uo)w2zT7m%Zhmk#kTP}tg=|xmbFAG7DbLIX`U&J+Ol&OH8@C{c
zYpk87Cf}uQ#zG+gg0Pzj%5{N8`2B(aAY~dX6*V*<oS?+rH2v8%@pEkK67V#ijw06v
zt(buO>6eqZ6{4UQzUx@~a$r>F@?f}xXQbi|s+3<j#`s1?!h?*K&&~{M5y^apRN0HK
zZhK(1Z07zt>$r=y<%@66KHl4$u0q~LpGv<n4kQ0nGrLKwBFqJSgsmR!jvHhC6GAmA
zsVKJ3kFLFpKM%E8ISaZKRA}}UdXH(j^ggn30+dXF5#3F{E*H0(BnJ={Yzh#2U+w14
z>!NpGth-d&oH1R>=%Sy!?SDUz#0wuReIe;vC7K;$dZBc${=JmzWxtgw22cc2ud+v`
zPg*w%DydyGq6^e|Yk73TMt!>I9Y2xX`q(YC=c$~bAKxfvJQ8tSp?Z`vpuTA1p@>k;
z8#GbAhaB|U{@b?5Q=m^bJ>*th04*y7LZO{OQ};`<M-1DAeGjHM#q+SBqbahU!y$^U
zK|gKVd?(&8=92)lRG&}*&E>O75c1zfxaYhKroFj}#ytDs<T3X|jSA{siaM8)<7yjY
zUh^y&T$yId+g~CK0t-1qPfOp&v6w|yEp2Ub&ssap^@DSxbG^4?JC*MIO#BqYPgGo6
z3wcBqcp1`jwfY&V49I{|KSaBUb-S~lT9GdEvl08*+gMZ@f$x5$7$ev$*#tsAT8HCI
zSqc%#szLh%aPn)p4F3-4m6>p6%z^$?KKpw=7P8kHCXcI8ThWT_uxI%5!$?UIr}j$9
zpgmYIz|p>!!Hd(3=l6ah3sS~Mrr%bIBsXPwAKzdr#XQycclHd5Cql{)1kOYN>{fR&
zX&&ORWIDZ8E5AEYPWa~DB#L(u6)`B%8-~*@!ZRR9Y;SLWvsnVc+7%|<>+(%VI|lR!
z#eOQI7gVx<VBq2>!l}|##!X%2cqV+MQ{cx!N%m*p#71=YqS$V{t1c?yCzlz=A+_;v
zrUtC}d?7c4f8?-k(?Owm)R|VTPWZJt6XjydmbhSol7nbsPKvPCCp_60;{o$q4x)@V
zS}nC{AcZ*GT<5P%=5q-NDp3v+1{zuJi9?IAt_-uT<W90M+^#hixcGa^H9MD}-A=V|
zxYg=~cH44|xd<lA6xDjN=&n^iaq+rD<@n?6T~AtGs?8AZzx;2?DmsZzt06g~&8Jg?
zP4sfb(>}7GbU@4|hFQ5>C8In7aYSqiO@IFi=nhlg!U;4|R9q?$o+>ui9%^}}9hwF)
zaye01h4FEnK9u1(x<8AHSxqx8mrK1GB&p>s;sbSg@!IWLTt|Mg8iO*|7Eb@Na-8yU
zyItblavfRG#K6I=&57jt5Ty6>3-$Dt)!pIhNQGIj62e!ih!p!j#VbCcI#<He?5GFu
z=|M)xqV>c&9TJ+Is`_&oH9_*Gh-fwio`@Jl_SOU}`jD&^rT$Mk4%ZWvfpi610T)vv
z$A0tkVg3_J$$lfU*&2h|z{QibgBUE#eXw$#GfM`wOS;m&aK+dVoFThJ!L#bP%Smu$
zdz|D;eGuoHl#2wfjB#@7QTOy}iZvQnU6}yhbeZWP(w++I4{#Gnk5q)~7Y0Fvx>xm8
z*je|mT$?cuK%a$$1*Mb`dvsj3J6++`x5gJCkP@D7<4XC!-rPDzaM!;lL<Sowdjjtx
z8kOF*$eSd^_Ei(>MYI%Ms}xB`O$oMv$ARNxA*Wm~%WDoB+hxf?lv1i@UZlv19^Ohw
zNGP^)G#L))#+Avfj%j5_6b>oU^T<9Q8pMb^8^vR4dU`8w5e9(6D(7lCUQhrldM4GV
zoaLvSbwy&>k+EFI>d$ZIEQuBaPn1$EYK^PO*1e$wz_Pm}km94w+f?RwkG=op%_siT
z5E%>D6F9cuyH)Jb`sp@GTSsxe3+L(t`n4;_+34CHl#g(dE<h2e7r?wKtW+jBl7^JB
z`au#(S`6t#wR2zem~J=ZCrfUpjJ3<IQ8TsRf&PgY->c6X%*EG!j%rzRYU%$DqK#s6
zn+A3iTdGce+M^sr+~DFf2ywN^8e}<4JwC6aUVD+v>;j)q@wU15)AmxvC|ntG)$EMT
z=94`mD%wY|NttF%6;^5?h&Mm&t90*6Bv1ckK(@HFw%LkMU3O(?Yulkhy|;$g@N5~+
zZwx-A`&l%GH;Hgyn^;>&o5}K@SUj5(^E!NbuH#8h^9S0Mulp;PR)*b|%GbvSi7DP*
zznGoaJ-3Z>6@;|&SDHo7j1RZPGiXtUQ?M{!W8gtq=yAmEVME2x_Ik=hdGcus>EWL1
zz{Zbtx9NE-n{u6ic@d}~H~ETHG9E$ig<?{$`b>nOspLxzi?uEpF0`iV0%^7PR)fr6
zOyk+1$K!`W9ZcmyP!XJ?A_!o#qNEE5Ib%J~tgMt2TTBEl-f)cXTmZQujk9TNEM7#j
zF&jJO(am3PJN`EdkYmVC7hL!-HPq(lC-IlbvZBh8;qYYz>g0nswBc;i(hac)KcLot
zQxNHk*OG#nkXe)A;Z2wwph{G-whVZ=xlr7)b4B|)YpBO7PB)J0E=33~K|qtbTp<$k
zQt%RGWzXUkCrwz5%V(d(eV45tPZ2&2ydkZv0eV(JXMA7zj6}Umu&y6!i#<6)-w>S4
zw-FD+6+b90-J6L_4EnNGOIZdLz4K^3;Ah*lP+#Z`&HOSWrsKO^)#nY>Kk!c#=W-In
zcV~VqdT)FYc(fP^17o{X-k`75c-li@5-nPqU8a^>mxw`ubV(8}R%PH9#Y<XLQuJq!
zR#4}n<_z^^!7qYV)&2^Vc=FYEw|hBf@hI~mfyB{PWU8BqVC&?%Q)^jiZZ75H0zi5n
z9w==OTC<VV&8s@6Z|a}1)?C^-GG|D!QOnR|(ldl2ypHR{fVb}CZmt9T6OJe@dbD6Q
zO}{YgAaH%nlv|2y2I?T<et#1rf6Wxl86H(=Kb3Y~($}BFR&H)1YwKs#fA7A@l<5&y
zZ6ZC1B$d8d;jG{_kz8F}&Be}AI?6*OOCCGYo|<T^{g}`_ykAfWw|X^;=XIa)_B^J~
zkr9f+c)g`04K7xJejQiS+*fqPqZ}4swl41Tb0ow3L;#azcYL8Yzq(am_%R_NA)bPf
zByexb!1LTgT6AHI5%;nOwl^j=>8?Ot>hLPar&tJ(%$xW>Ww(=|6|&y-EOKO;drl{R
z{58o_8=1V=%_RhsCcW?DUR=k*D>!+|o_DL&{7Uv|`dD;>wy+Px&0{;4O8`g@nu{e7
z8SoKF*X|6x^cCI^IFs$&vd-+1vVgE@-6n&>Aqz}(cR!jMm6PnrN9E{*emU`B45Y@g
z-;lmiy1H_p<cRl-^DjlSnXxX7{}e1hVovc0W$d!UCEy2gk%fIPPviWqK%#P3&e-~H
zf%OZIcLnC<p&%_ht+ZC+`JTxcszt^d-N6#u8Pa|{cC&L2Jl^U&Ph@LVQ0Lx&q$l5j
zU;PprFHIQemiWGiOta9CMZ5S+DGiOi`UbPs`{Eh&LFn;YdGxTO>UkReMx4HrD1(dC
zvQiSsazY7-7l-83{GmHI)m-1mGQ0HW&mSi}sbVk8aG?PnzuN?atosx@d7s*)18KHF
zHnz26VpUdFx5Y7x&B!T4Df*Ddo^-ta5K}*y5IeTlhHQ9EdXk7?uiwB(K*a|YOQzDA
zN*2Fa)!*2N&RQg=X7K&SleyMD;Bzgkrl_lX<9*8xGFsVZ3K>5g5zrc}H#Cy=40s<N
z823bfs<3))Wkn43TS9jzLU1DnO82BSZJj=8jyl1GTLCu5S)J}<i`IH4`h=SLmWCU8
z9XUuy#78-&f&=ssryAm6$J27`F)tdlSG>+%n+(teb^-u&zhG+up=N>Z>oiWv{)Q5s
zFhl2bABl~-8#``u7W20*%E$=L1u%InEEs&FE%3m4cy#r}Hc^tU3q`}`9-rZjX5j)z
z2+SEkwK|ol7N!kk=$N`%c~4DFwD_aeWlR|0EV$Vi;}E2r8ZH1%T&x$`G^tZ=c1qF=
z+g5{<)r`<67hY*A#yg2JzKj<teeO5`-KW1CaY`is-#^FzomZA_6(jLPQ}dtB>qK?$
zVH6w9g)MOvaeeKW;-VrSP?*l7Z2S-NDF=o1yEJRx+8!6-t;h8kv_&3m1+^~P86rg@
zvh{8CG;#ChDQoJHS3+6Yq7~jhxC()<ry|w!h?6RXlOQH0MrKf!ft7>e!tYnNf4{0y
zk{;tH0ws_`)D4mvgtjE}+e7rzG<^53q(y%xymRO$iNSNpK}GH9Os~&(4mZ59;q|0!
zKnZ)}pkp^Ao3602rbYXo35w_I(X_%wLSOQ2zT&BzOj+!0dVAkjTs<#^=-C3fsAWzI
z!OlCWsX;wz`NY2(b1|tEz@2!HpIJQOl$)1xj))99%CZn4_C53+N*_e|TMC6irkIpo
z7<L4`9vHRNIIy;HlFa#^I@4&_I>Z~^{>UuV*J^k5@&;!x5<u8MW%-mExyt7td)I@i
zD==V{ukdo62tk!tB8gkwR7;r<zo-EmNuUu6ku>?=_Se>x;{nFnkX=AJ-Mx;}Iq$(=
zn8o)B5*Mtpg7ekZ{`#*81|?3q<L1fwp7+B8`XP}ujYDyPnX75hOT+bO3(DDzuc^W<
z4SQ`3jmVSlNa>heWVkphYqkBE{Stqfh_!a}LnVoa<e%K|N_}l<)F*a!K}S6~t`G4a
zf4*nC5T6-x^0T`;WCqPbO>pjO0byqe5EsyzKvd4m6!BweTv^G*9|sE7^&rTluL4AJ
z>q<gH!Mf_QGJnVfMfOrNI%wj(mO`?Uwp6mP82Z3S@Jv_yXd8Cfv5`y7ji)88&ilE#
z(mQ#!%p^Gt4Gu0Lh*Zk&P*D(r|6zYd^6d?WG~taOx0D|Hca`v5fut0^2rai^ItYo$
zev)^S!^LX+KJd`-w`>;%%{6d0@n$*w+*s4<4w^pjSsok>j~CAW8oMg4>NWE=0-CI{
zz?pq>6I5YhX?v&k^?Ky$0`Fhb(8oIjtA6!PHFx?f-00>~tX*BT6={Z79lLsZ!tUOx
z=aD2q3o1!xJR0TC{=jx2<Ix2GkNHm?;*JBQ1grtfFd*274gd%7k(YtLTM19P77u6z
z*83t<vfuK<g4{PuqI~|`B1DT^$PO7_H1%w4JFw?apn!-Ih<lU$E!a<g8r^4J-n;Ao
zzM{~2JL53eEvKc5DXiI5slRvK3BCgl!*aas@81%w5#AvXuFcC^7ISmcp5#dl@8~6_
zB|iK9P=+I%Qsir2P4U7yuQTsWfT(F!MyJw_VDpZq&eQ3a$qv>B@>w_E8Y?I|SW|7c
zlFUV+!@=Iu$qxj*-QNhm-41>)R0FIxx%3R}So{Q!EXv0!u-iapZEckmOy~|dHv(F2
zxehg9QB^_M{q!4l%MF=kAO(%<f4;sc&7-$r>DlZ@gGJ8j5bN1h#~lEraesfGQE4i(
z-|Tb08Th*&Gq3&hB*T3sAbRFMDxX_GVVlom+400Fg3hDpUkU8Bx*)ypC1eFi->0rd
zzPLmP@kBwJ$eY%Ixdt4dB}<?Cs2N*j$gQ&Kme>FMvJY}Nl`?+)i*lodT-TQvf?E9C
z<hHpx{n2^!x7So3_6tHO{!&nYO{e6&Qq7x-^KAak*Kv@?atBvhuq~y?42_Ltd6uYE
z-nPA}`lQujQL|`dW#-dJSXn=N*-lgdL`jN}mIB%b4>KNtW>aMK)Zs67dP*e-QRC~Z
z(H+5CFUN&WA*ug!Nb1&S<RLQ8{?Ow=umJu@GY}4C1yVb(x)btTC99t^wi8pmIc@?K
zy-(q)R8w?TQVVUNmtFJt=K-oeX}A52Twb0SzyU^woz*iUlOsb~&8LOqWokNQ!iV*2
z3h?=gdf+c|hMMUAXc!%ymyGmgY^<or$mIfPBAVF8wg$nngd342&+}ers=0d76VNbS
z;AstOw*zbXBV9y|v4(~$z-}Z)jKoDOui0vHqeyFgoUzIMvO?6yy^2%T5Sk)PB<)b6
z2ly9AX0bdyKfyX-05(*B7|PlBOd}&BEXV_BJV5iL$nI)rz$sIO$^PEjmrms2U={7~
zI`))|Y^dFjU8*Ww^*inh@b>>6QdCwZs1Ys=ZVA(wAMBXM?`wg1I&I6GKPV<I?5kvR
zlYwNmI$hsTAu1&|=%mMGqIE?iLWD+d7#tK3u8S%vDi+sC&*R*nX7Ek|rL%LPsH6nD
zXR8IRH=LM_Kf*bqUvK9^IXXT|B;;M-+{{lz7l<|NXcW&5V1cKT!iJ#5$O9x-Q13(&
zr_@;J`Ra!t%L3EQmRRt~Wcw=a%^kH}(1!(>=UnpI3i76G*bX;nLO-3RHRxHocsS84
z8ANI#8O#|fb4$54g%gIYc>X6PBi6I;fyoA}Bd|GDB#;HaVltp6?#%H3wKvmjQ(Ogi
z)UG!{Ig31Swxxc)$nIu={nyt=Pq1wq4)IXp5h}|C$)6&)@A7o|7OaZt;9K$2r2wdY
zJ5pf<f*fQlr0e@m;}-&PNA4_7wNB8l`<o&Bbvbn#ksg1YZ3k;Zg~x0Rd2a>b{UBw@
zVdpqlgl+=X`B~SJ`+FW{+8AvPV_yTRU{r`n;n4UxG#lXC`hX<hp4XhkYO|z5RExhk
z5O&w9KL?nWZ^OzB^<Gcsy@ix0K@g9}1&_&<sbqAmtJi8sV#u3GmK=7~W13b2`;?$j
zLEdtPLgP5^hXwY-<;*lr)-r}dKdlB***p5P$sUOIc})GsiF5a*Y~TpEKKQ0_ritSC
ze2hveFB)@GqxuFyU^mvA1E-!(xBbe?Z+$J`c5~GmmMzwLG4epBOsRxz{@yG$FBPw%
zhu*Lw=ySo!j)v+zWo2b-G}WN%hyE)Bsj3gtygZ%wrlh_<p@1R<eoM1056L~O6je@^
zI7Oy0R4WE(=d-^zz3eVB7aGw4QWu-rFyz0RHyH0C4oa4#1wWnPDV1C~sD}{;I8o5z
z0GSM7zUIub>WE2H_@!M;_i>YCcWLGaa}g|8%JFEn3-DH+5+EFa0^I77L}JhUaXVg+
z3JI1Iy8pD?bF*vp<LNw|y2=}*m_|C)0Jl9A@(Isx&~QL~Q|9Otc#sjblnvDTOv`I5
z;Q;`}+jw6_262W1y9K>fj(f57HDbwE(sLMO)mqZD1C1D5<SQs48$oes<kU?#o9Y4v
zint$LH~$U!q=~-;SnvotfBg6BV9{ng0`y5()cUwNV!m;!He}q2-9T)D--ElORzU4m
zF+GaaeA3!EEfWati&AaK>5yb*_@HMm;S)|}iJh?u;_(XT<EI8OsLuBE$@Vi&n@mAD
z&;=jm+#PlV*{-jz7Qg{Ga*P^x*9Ppec`mbx5&@<Lz<(;}U+xBT1%$dB^{)tea`JyC
zw=mI6U3*9?OloY<T6#%$_;tZ5P!3oWTv2RN0K)dH)#GgGcsk>??&fRpgih%}>Mvkm
z@*+3adjFYy?Nfdb!qh-y4IInOedguGl&Fjc|Ju0jBcktPb#tMWhy_c8{dP(WAqbx!
z%{%DHvA**$q8pEI30>uBqZJDS6%p{N66T_@Hs~dCys^@S!vGLjmmC@JKp_VcndJ8#
zw140W%2p~-Y#=$ljAv)>@?{Z;($|Lx<`22KKqjTZ&ZwCL{}ZyFr!l5y(e)}0d7l{F
zS>3y+3_!m6ZDYzjOhNsucOIw{V<2f|H35bo+s@D~mDNv9_%<iEIzOOwH*C@M*#lYx
zWSvZ}CMOjnAf#6s=RI)e4i68z-rgYLn5WGub}4b-4!DOE#Rd}@<PQq+^NmCptgAN_
zSu@hyM8n#`oAV||6us=qY(Y?g@ePDbip}XT$6eNU9|=4#M-o5|Ws-UMS6Z%95kSI>
zx07j#z~O^__%ZXsG+H*+hDsI`Jm_m#D#=qN6l_WSdBdxeb+s^Sq|UYOzS#&>(~aZD
z!YfeSz@*ak2@ej&U9eBaOe{tmumBQ^pjU`u>7bZ8I361kp7PVZ{@VFur;o72MXeaM
zX)WIJSDdt9_0(!PJUD)NSwusF^u;R<d~E35q0a?~a3D?04RX{U_=Ee<WXJHie>r3v
z{7tapXu?7w-N9ID4{L3~VnqP&0$_zix4P;Azjn~^{GxyRz^C%-+omeCsf^9q9t!wC
zyB$zLn9LE$vLm%?m`=vO8QsBVULL<RI!SzHNdqQpNw|QLc%glt^&Q!w*gJX41AF#P
zfiuED*$;9C+yq;6hv#}I14+;`=26RCt-&}laz-|=;JQu7125|ipF^OKDVb(sZl#f@
zBWI6V-r>P$KpeJY3-ZXOC#_U;0&Vq>f=sqC@~9^=<rQy$exY#jTWZ7&sf&2fFG3{-
z!1zaDD@T0}*_b+Vv7?nG2a47zp`p>*)YKFx6%TY@M~9-n6^xEkhBqMuP;FBbq+eZL
zq{z0t9__=259dD4$(lZ!#}NA>K-AvuD?!noAj2z}CnB7x3MKZI-Bs&t9K3ERNvEp%
z7;96$_UuA?lK*`Wg$o`;F4v<RDga9Lyk(UY73@vUr~LApdJ1=EiPl%E(#7kctPVAk
zAw^nhR0HPao~xmjf|uryU2}7DuXm3q$Qd=8XH^I0TOf8{>)r+pwVf7<TyU@uODDx2
z<j+~~%*bUiC#=hL%(wl5Bs?zV=CUR#1LnUMV{F%9eAooSsEiui2uo)PzUOd*?Uwi{
z(JdN5d&;Pl<t<M^7v2H5x+|2c7u?#Pgi13jScRemax`=g)ZF8k({_2vK9wBWQm@;(
z`@&oWc?1mlfNL;o%gOsRJPkiSHD%bg4+ib5j_;m6DRAUWnkKmf9$0p6=&LH8q!UH<
zE7c!sCJRJ%wZu^{Ul`bY*>apFwJMFX#_a}k;N_K_gBE%sV2lF-Fh=mxsy0{$a-T|e
zPHQME?><O^;QRkK24UEIZ8dQYmyf(}i7N)qb_Y3QD<bX`R!%|Q_w5X`mxVZ7eyw{o
zB#%!B9$g^$<XPko&o1D+UFcYrKO2pd`A!?;Y*%EWO#=hDfMQ_2C=;G(GBf{svjFB*
z&qFH$aq`T0`Cd|MOh(67f9_3F^}4ctZZ3hWnxS@#7H&7}0`^LEL{-&oh+sVxnsB^Y
zaL|Bji3aNz!W<rGBsb`YS_Uk{XFU!)s0;6uy1k&Rjr5-5{p6a$_A?*)c8`b`lY1Q#
zL;LGYvtCENPmkg56xliSzhLS~K@NrV+hS0`SZ4+GZHYq)L$cTr0Xl{Y=DGU?Uz~!{
z8|2&A>E}iPLxBGZ;|+dOA}+z+Og?J-^tj)Wyw3adHF={lI^q-q>!M}0BdCYxTWoT%
z)2DHuxw<q%ec7-)RDyZVmxO3fLnbx4S&N39OKG;~4ny5e+l^EKiDOA|T-n4sbzBM*
zfa6ciw7$7>T|R2r5Y6X1OJE#Iw)-`h2|O08d)W79Z4Vs{shZj}NJ`z*fMwQ9(j?P@
zysUu*g%GeX0C|W;p#9w@YMfN6JTz#Jj-`Xv@+N*6nCk$B%BDa`Sy*8ONa&NO;{)+P
zwAXJU{lgzm-9-Z@IR_rOY(F<O_3GIY2ahY{+L((@B{(#+8&F9qtWY<+6gCbPZzp9d
zvqzu$7LTWaWP)I7)ndcYwIUrs>jmkYX$HD@XwJl$=@kZpFdh<;8l-8tTr{+_eU?J4
z^Q${<o8qKUDxLd{$!CbLx1aK+k$q>gd}$9c%6>Z54>Sv)+_@1%3K*{?Jg3OQA?P{Y
z>C+BE*Y!4LIvd=`k1Fc&Fb|{r(VlY*QzsoY&I~f=q<laxJRKh;Y7QZp5+RG=@P0iW
zooF{B%!FG&iw8C~JSD)x$JevgHyPn#UOA0?&QI64B@U<+L=^kQpX;5hPwSEMf4UPW
z>&oUEe#)q^VQ+{Gys@|pN8`cQ;(Zu9EoIs|wpDBy`$c}Q>*TLUuBlvqHRy!2jGfC4
zZssUK?HJjjn!ej%%%%)$g@yJXMFT52T8NwP(gmK1tjx~P1jYw1BrTo-$#!x8WPmsJ
zJ-p1Hmb$r~ah}N`2bTt``5k1zTpN10$gPgBhlIVJuan|I)-MrHgA24wg+?2?B!*KD
zWsrC6x*vIz6Y?Jjr=01=jI-}xlcfHoDNYjQOqFC!MC{32n|fneTq%-wzC$HhZo$E1
z7z2t9wAiFY;OKEiFo$wF{)6}0ZiL<-qCtP+ov4@DF|_WAW&p7;SJyJ2dTJ=h@eF)W
zWWOOSTp1=O;ra&bBb)ktb}*0AIKRKJPVNUC3I-F^xz3%9$!5|xb()lZJs4B+*b=t+
z#%O(Vdm^micv`{-ldMaYY*6DwTwxWq{O2Q#AT4e^<$YE`-fqXv?qPcLrezw214GkJ
zmGEkzX0#_n_O@GHj_1{A1t^s{n?of$f|tTWI%Z#0i32IIC?rC`1bOSi;;LBgP<B%H
zTnKX&z4IM)qh8n~dHU;(G{c)@<b8>LXOxv!M4I_@9%AJoF^_@JtWGrJ*C?LUSE7EU
zq%pQg$}P_8$_BgjkL?->5rgK`xw*=N!Y%3=vO)>egq7ihzIPSTBrpu##FzB-980Ek
zdzQQK%4S#^J|Iu96XrxhTUntcfri*J{BJ5Rg4vxxqWw-O$`uT@I7O3Z<__YYw>_Cb
zsu`d`r2DA#3liyIB^}ib<}6w_+}VjEborg0ZXW3JY8NaB{AMx`nPNMk-2X$mo=?d*
zNJiQ@Jld0=&p65PBKo%Iz1LpY)w`&DbwQQeLGE-0&ab;Bf!ldQ?P^r#0y~#@6MvKQ
z$?r=^C;hAVXw~pn!_Cx(y(*KD>efiY8glYP!FnXjGKN~~8*ZN*gN2))#{t8hFaDWi
zn&kXzRYe#kUlxDs?C&u|-+vrO5J%wEmg^|#nq1@)9YUhBXr3l$Ocy1sR%_|$fi$@3
z3269obcf=(@OeVd)-caA925c_&ARfq1T$+J3|6df1ANkK*&jF5bEpcGgg@gluSIN4
zRM|h>C2%?;_NVm9@No_m#rHXj2DgjS{o~umH854}wTYYzIt`;8T$p$mxB@8*G7!WD
z&iZ}W*}S|w(46a$5IWhp)yqv{^F7Y2??#@?&<CdCyA2Qf!VC+5Vw637;ANfsAsJ+m
z5gjOZn~C@ahYPXA+irO2sPVd^>i8eadjlui`fBf_WVV$B@>n_a)o;djGNSq*&Ak2_
zPO_xhY@0jqb@|~~_qG1ieZqAFE^vzIIUTsE2%dc_*m;c-QHX-6LN*18SpyiQ3abyl
zsq~m<f?a_E%myK1T40bcHhMder&GXkJg{ID%Bz-^)`%f@G)QZMd72ytuE65hIc!nf
zRy=xZHpKz!++7))!pE~UYPX|7dZe9o?GjXixg2$_fSQeJi|JjlhYU0ASgyJuWPEe9
z!%lBhoVzLTn&v6%=`R|1Sk<!P&?TZFTLC&)3)g2G{O*Kt4Bm7{iz2U5_q3~2ha)|A
zLaS;nnvnI0MbC?zdW9!Ukbi(y&I)qV866V6Jftc32EA6WDDpFAhZsO!(xQ>0qsBz0
z77uH34-Q>`Lp?HVV+y6LIbJa<60s+)PxS>TF6>gB>YFtDZj;A~7F?me0RaIy<E>ab
zUyAzpi9mA)QC_#fi?NZDM^{&OVt0SlK{O2`L?mr@Sgu3tCHC6J^O!)V(usN7Jn+pH
zGv`bPa~-J>RZ9P|V!&^}|A6Uuj-7VbM)i<3+^ZN`aC*vh5-%3WsR{N?*QjaQEA|Vr
zQG|qCnARTuL~V<cp4<#_AovFW3oM0ZG4Q}&%|k7B3unTM)~)gudut~LBCkIDer=f?
zy!4gcfan&W?A$@FD23yOcfm`a|2;r-&+^tcu}+g6;xq8SR80cY$;w$k^n_}OBsae4
z>FKqCCl(!t@@&s?f<Y?{5<9dxmF%e-_AM3cWb(@JdyU%ElxkG#A~QSUHfe++_}E0}
zalo!}^XOj|{E;DGt!p_yR~ch_<bEC3>uYO_+~2JWpWJP*2uaz=JFt9NJ`$)=hTuX0
zB5H2zP7s!5Y^$<gtSFC6{5Tl)#q5%K`6WT6@gbqP<VcsMVaLh1u!>eerG$^0jD>r2
zNL41}<hlEjlF)uZCiLFNE1do1ZM8l}ZZkchcl&Tp(wq539Cslw#NmHBM0WqFg-Atk
z%A=NW|J#JM7rxGQJ3GXv7sd>~E(N}RoTUt9z>;pW!21SWVCu&ShU5)B;G}&ExvQcu
z3<1c5F7Pdzg2R5qV=7r5ipqLI7hx=$I{oCO3lWikFz5m=>vutjz>G1B(Dhs>dez#p
zQqC*7b2;!1Z9U~(HRGjg)cfWXaiQnymcD(@-Sjk2#KR$LFIW|Y8OErN&mxt07dK%F
z9q=|x{-er4GBz)-&Z1pM?T1PZ;gzqpQeU$B&Wv;ie;5L2a(cyo@8HClF`YTU?`UVc
zVZXy2wMm*J(d!A+$+?uqu-}mpe7WW+FPOzi`foG~I6Pd9KXIn)Dy&WsL|Q!*Y=~s?
zingO{yCTumSIRI*$Q#>AWq0PyL-PdbWlKoE49E=JSMhg%?iVIDOkoZqL7Ac*t1vf6
zQIX|;vjDjwo^D$y)^LmZg*bFd8*PL5jV~!g@v%YuBo}C3gh?99s%$L?Cm86jnM{h8
zfXP(TpP%CP#V4yBAAU*)cw<$SyiU+e1|H2^s~b$fRq0N}u16C38k#pb-vq|7s59*7
zl7t72V6ntWP@a~TmAAXIa8#H1-m>>Tj;f>aDm^9n<SZ!3T8ETh>kv<c5+*CXlc7%-
z7Aqve7ypq$^o#4AzPY*Z3=GIdAu{(o_(;USRRa7J)xjp3_*2F(;Y|EsXSaY!DUobq
z-@E>GFwIRQ4WHa@Cv%d&=nA$8024JTusLi*rNry`6r%3GUZcr^Cy9%FG^u3MWe2AU
zH~}-TrYHlE2c@QZR8R@#58+siGGIjf8O5z6{|KC|udz<)7qb0azOA{!+|5CYy$06@
z0MuwtgGSEZFv&5;a9)c4#%ztmZ)ZJCo+J*CmN#z^;aKF|;V}^XWJ`<qk`y$Ytk>$t
zJf`n`6Yv91{SP*MpX>D$EfrSpI~Q`e&0y7gv%r?%zbYtZrmQ_H{Et1DY)p^lOh7Gk
z)Pu=eSv47I=^S;6up%pXl5q)*nF~lmVpxg7IrOPzU-NXrKnaYMr`2exQNgs>V4mKD
zM}GJR3wF^w>1{ERWAELKJL0(qQ<!7Z?%P=%zxn-T6hy*&LJ7>zadD05z(mf|GV{su
z$vawB?!yxKlS39YgZjIp&hAgmNh?(>9$F2W=V^%#aXm@p;$jJAVP#>t%@M6Auo$;<
zNNyVc*5ChaTn7Pi*fB%V#LFVzh9bLzV|wT4>io5fLed-9LA4*4G#E6##9x#c{F$Sg
zTFIfczO?imw-%<hOJBcfpI6h+&`3@h6jVBgjpgX%v^y$Z@a4-FmCaA`Y*hHT2M&Vm
z&u#=X&vtQQ2Q|NoV_rjJsKeOQPxOO!8<<s7E`P3QOPPE3`Gvgf6!wSr?&?qUvg4N}
zG*r+Xv*KlH1n=Z!y1TpMdh(%D7#lAX{Sh>M$og)nf7ZRIU;}MH{Bk_Z>h>4q+_>fb
z)|1uGpY$maZ6&i4#W)DM1bi1PL{V@vu}gYi_N7ag1ZFdO7NdI>S4-I^jYbCs1{P!7
z6S^~_qN2L4CrCSPwLH6V&hJ~-eUrLT%L>I|+ow;Tn)H`%-x82A9~hVl*E=wj4ywlS
zn?AOodxS)q5GACJjV{F3e7;{1RrJWDXH6@p`7&HU!&g?!Z!_Rbf2RtO8Tj?<m+9|&
zMn<U~5~pJ!0`pf%4kuu4U9s{N8-<#YRH_cze{fG((Y>OK)V*0KYrG(b<G`^=JNkDa
zV>M>Cv3F|LHaj=hd?X=f;ep$IyMui6BDx%Jb?~p0NY>7XWnlfDw*+ri!cRfOl2sA$
z$d4aC=tdEU=TumH2n3Ct2$l`&J5^6l&&=kVliF@6wj!S{2tP0W2s4;}o*ZtIIxhbl
zfE|#SXH@K0hZ{0A&1#xGHcA{{-?&L5wX#ezR^x1AVqFN^ZzT23sje?|-D2$h8^)>1
zYYTGj4qb5)u0P&aSwjqDMmzI^_LZNXALk=V6LyU$GA|{Cg_0=CbjPhue{|jHD#eBM
z>4sB%EWAdne10JXoB2Lz-f?vmwT{Cm(SGiMvvP)5L_a-J;Z9<QSA%!gw6aC~p9WD6
zX`?%C?KD@PH4`?<^|uNqevV(RPo>3fBxipopA7=R)<dlj;t_-)&y|^Th(^}?mo_sW
zUArYDWa1?c6J_xtcF#=GZz#l7mDUMs7mr$U@$tnD^j{rwpDz%s9M7Mddlr|OQ&3QV
zB|OH(#r4R{Y&k`etZm+IaCn&e!-JffI|bp9!rZ;RCpuS*=>ko7{+b=Md;I;dum0qT
z(3g2=F!2cqgAh(xVIAvEok(=&;?~Y8Hc6TD(ua1Zmy4^6(m(N-coQajbCTn7DSL9d
z{ns+ha;vJeQ&l-j3$nB2KYaKQvsysl*s?v2Ea>Pg@2UQy#pv$ls9!*gc+!h;C(T)G
z$XQreXpWB~MSN!z(#AnF`jRZ5OP9NwKPPFsQL-y8QEsqPTqrLq+rD6{$E%r4+!h)Z
zh6&dL9i0Fd+uYpzhh_Z2tEv~Jqc1AQH6A?@_+m$*ob}kN!QiRE$=$+}45^T%C8t;M
znK|oxm3evBQdJBL#J<4uuBwcTj1SnOxp;Y>a8f-Ih<o3^{C<4>iQuJmVK>%ajKhQt
zQ>h1NvGcdLzJHF&)OX$XytTH}TV?R+%4nC@6+sC42M-@!-*0we6Wp_$vJ7)tM2;a0
z&q*Y!Fhz3MJ4c$un_F3Fh%lJo2qEaCm;N2#uW#cRx@LZL4UMaj?a{8DZ1%fNvqiAY
z)cCmPKNYTS?f*t&7EmsMj3OJ8W0@Qqt`BowI5k|)fhurLxQpJF@@Bu_;N)cfU6x)`
zi7#x_R8-$hN^@#z#J1oO04{Fs=;2ij5xV~8l2a+Wfg3m~V!64QZjOJidR=t7`B)n2
zOt8>I=hc2ec(6+#VeM*kN7wxB!Q12AEk@Uz)#tP-{R+w1ot@=ajSt)+c^{OHujhXG
z!tiR19KnJ)Ejo0~X{r7z&bR|*9N96XVgrn8%O%&ZU00WN3^{bXnj5zfotJW=bbE4g
z(%jnmXRU#@b`C_L!j<uBVpIe<rKP1RSvKNKnu3?Q9X3T7A{4V%Use6yann#&cj!&2
zbhS~9JVNe-%0&ll#$Bw+**ZM<9lN-D(V2`S2sY>-{NtvJc-+R-9Mkk_U>6ctMg1E?
z@zY3+&MDpnUvKkN8eJhZ5;+xNC*<w#RYIz^<CyD5U^xD8NX)8f=(lKMyiix2W*p3I
z+<sA$A-&3!;X|wij?ds{Z}KtlHy3GZGcq#%?t8@4hT$UG2(jV6IBL7}cnob_Ba}at
zM>=KASdurmQIunC9S|Y8`jYWhx}v~mEuPGSg9F9vCptRuad+s$S_dX3zPKD3RA$jq
zQDv8uluYNxKxKe{`({{VpqU5tMosNqt$raJ?8jrk&PQ!>43@gmJfC`#H$3zbuOA5;
zcV<#bXy>~=<mliha&&OmCUnx{jfMJme(jzFKg0CbTm@$94yCUNPF-^ku2*?DHC${=
zzxGa^Xv{IetKQkxJ!QLkTL%tVksXsS{P-95i9y0&6yx$a;ZG@Jx2dZd_z_wocj=3&
zCapD|JTbX12BURhKC}p*8=tMbE00mVHDe7&>BLGzjK56u<d`342Al{f&8qhtYUOa$
zCh{BkvR$Ji%B`!bQ~3^qUYXDcBo-CeDB>D-8*dPi1YMyV*-cvD-tl*X)vdsbk|iqx
z$0)Y*YBT@#9P{*GOspisF`fv)FW2=$?#_kXOC{s$uS6JLi6(M!a)Pb(SW4>K+eCSY
zA~#I3`*xebioNPi1Ks@|gOG>y_9g7f*BM_Oy(S^Dz+0)lqh%}ByZ?)^s_sOQ*@iCA
zQt0WQo~g)w?}DRAFGr!B=@h>4f}_5B)F1v7;#@*}`SE|Z^H1epzPy3*%0hY;+JuVB
z>#-68@p4oD7kh6V74_cr4P)X#!~_uuMJ!snQIJkaX_4;kR0LE?5JXx)KpLbON|BHn
zdZ?j$=wax1_vpE<`+fg=|9sZ7?%$eo7UwX-d}H_i?7fxQ>|Eo52bTh7<CQaq-0s@{
zk+mswnQ3Wac+u7|VcWdAZDPI7EvF1>9Ikf4wp_1n&KWTSwEX-z&-6v>g+fBYP)EF&
zeowgUKDoj~LuJcDv);UOkC$`q;EI%>aHP8cwVMDnu(07MNvWGG?WbNEYcEywtNAY$
z-+v2dK8^PBsUfa!c5K>O$)n1_IMa2{tqSVirkbQCAEG87-#S9PEE}G2<eRbO0VLNn
z{NTukTQopy_G3LHFv{$VHCZBFE2Ta5?s5d=pe!YgPn8y@q|io1M;D#ANieOrwSqZC
zKu~WWZE^fv^yYDmiHdx*bnMW9Y!Prug4c}Qd+}6rGqc~0o6>^9p1`CaYmAH+@wU)S
z)feOeMCZ@LhA*1+TkMtp{3+5fWe2~?0%6p1fikFJb5=RT?H}i!lO9t<C7-i$m>^yg
z(aY|gj6i6?)v^)a>FLu_RO~cy;FEGUk@Fh;sgr5qyuNpROt~-k=Vih&LTP00@}c+M
zsvKXH98yE*dGo3*51UR`wcm*2yvLUt*lc_1wT{nvQ9YOwb*|Ivt}4pPJtn70S5~aW
zQl9~3Z|&RMC%DCrzuo2{)KR5F?@#oob5(cV&y;Ny#Fql(@<&iUc-2TBrF83(A}jgQ
z)uVJ&S`#bfO1yeTPv-mgM4-Ylv$JIq5)z0?#d-^>J?8z27|Vw<KVC;Yq$FX07g>;z
zkb1fqJy-^0L7AzkcY0>xNIbcPg!lA{L`%G^g6PwGi7mj)`-rwizR5{9Gal{MsfgHf
z(!Q{T<0igybvj*iWOM42gbQ(+`FHiBp(~uL|4?_^-FYd=6_-31lvU)zM8I=$08F>f
z!~OmDfUhO#dIts`<fB^8S`vIXb-IdxV7hA`6SvvegK%oDcMde`8N<wM$f@*gid1Mb
z?;d)`q{l22^V$;ofs#XE+FK3;;@a=!qZsm0*(k21W{Yj>p_MXCL&W0qT~8r+r2*u9
z;3i4n{^>E0UCD})@Urr_LsYs&BN%RBwNFdrLZ_lM@w@Fx>F{z)nWJwUbsrQeT?=d4
zZ&#JSxnz;JQs-2m?ZxLHvAp{BHq*}LH9=gET&hEj-=nm_^A;-F;_5dDg2_M?Dk;&1
zHKl?$Z)1_==i>v*a=`Zj!S`UiJQDbaa7yzq(2Axyy1E#fdp~Y-;n*ohS|+G(XozoI
zRvUC^On%(?{jue?-%bG$Z!<P0JeFfUwbQ;PUaAE9LrhGJO-^~;wMt<;F7e6!L}}r(
zS~{^foml6k(_pkUynF;SD@J>{VQO99Ci31x_J|ah4{=BA*Avv0L$g)TBSc<n&K7F<
zQxBaNdy%s3i<|`GlE7uEIy#_%zl4U8NGWkpsDcqXOF~=ecH+h6<+YOpAMRrk2Qp1f
z9gQ=nWd-89)91D<`ZbKa5&_lI(9l5t@Zs;aFYW$@v}uj#gh6vnAwwE#8};@_quy~5
zIBywbxtxtke+~CB8ez6-lND{Vx5hnNG-w%ftIXw#McFWRU$pFYf>V3pUJn)K+G6m9
zYVS9nbosRsX)BuvZfOzMD{5%O5D^iv-7H8`dI*-&14<G+zZ;&w8_sT*7K6<&L+&>M
z9M8#px>M@m^;lVfAu7ATgv7$V##+d`Zqby8A%@)hR*coYONsgMQSzx;$3Q5;QgqR>
zZ^l(zv83i9E*V}v6dCcea^xbr=B~qcY|&&fb3FLP)p1j}DTp~P8BE_)Z(V}NJ_{EH
zG&MCLd`VY`U&8r6OITa6xWIdX_v1gxa>I9G%Zj;H%Ospj1F+7^uN=!7fV$akhNTH}
zSJPye3=KhMMKoRM-J?$TgK$L&5$ZAt=CW+0>zQn43AxWpeg0#gGw%D;NQJNLd`obd
zNb7O>Irve0*^|IGdC-yzNZ-lHDYLp-(BZzUfk7&mY^s`?e8xTt=Lpn9APoMPdTFFH
z9&5q18vL!ioW}$O(aTH~daTKwow~#W6Ha0Y+D|GxlpP1YX5`|t?RfdOo<29|TxRT(
z)0oVvoZiw(KeG{>WP<^%)MvzvL>1MJrlg|-xmO32mwLOANHw&b<I2g$LSMOGI3Un?
zacWsdcJA~wlE6WrbMYTLyHe0MF-Y=PL?D%B$kV9~`MXyi4pNn#(BqaXLTa(av<a+G
zb&}wC4xPt&d#JuIFQY3C3IZdgw>)#|N#6zM`l@$-UVK2!G}>}fXX7|Nr%dlaF<-bu
zCOl6RGg~r9Oob>A&+szN5@<M0NbtdiIa;Q#ug~1ZM%}~&3AK2pD*M~3>cA<ZtE?vp
z81SCPt)`P9`e{lP7pEiMMUD<{yn4?Nf9mY_g)dx8RNd)mdi-n1Q>a)`V$#sN-^*V0
zOY&%!-sX<MP$?n=4ORmcGKOQP$OB#$-QYXQN#*o-Rx;|9`)nA+`R(YCB!+Nzdn%j0
zcXRhDhsm>$_pP5-&k-2B1KSm{SC)03j*RTxPnCk){rzFo+D%JKv#i-*d;ZNo_f5?g
zdOf2_2n;CjB*fcK`gVGG=z@plG<(r-`+&!<C*VF}?;3GQ>1gCmC`PJWGoAeP?o@w5
zUiEgP;kv03rZ*NDv2W`}>E~<|cAX?z$AJuG+A&Gda7PNnEqy1Y5=Z2R7>=3Eftg%J
z#hI=K`i%;#4l}`vb7#(+$;!-p2K7`)7Y4RYZ<+3Tw3gJkc_rbJVvcU0JzLu8?a5|R
zwF$_ve>6>@tK-fTfw-2vuhuT%`Im(5J_U0<C%);EgOx)l*gq$?;8Zd_e}{VLO{$El
zuCCA$?#vmbWK^2s+`#<PEmcxUgZxY$i+E~;x$&L~dr$N#wB8K-VO<6e7{ed4OQ*|F
z1q!>x_C@yha=kp8rihyA_tqn5=8}~N$p4t>&5r`vead>&RX$~>H!{?-Ldn8eVzabY
zeuJa=ROMTWQK%)g;iJMwK`xWU-J(M2=I_-JqZBu9JM~41=F<@P7S^#6yH)FgX)-^D
z@fLbf9=BC?@hIKt0>-iBm$Loy+XT-~{kaA;#faJqNugQU5k4YPqj^bO3j-U4m)9t|
zyNX&!b_-HXqQYW)UFdM92v|SyB*<6a^mb`>%IB_<2i7}9K6YxDfPmc3Q`LXBqTqIv
z{DWp>$wgLd<hxzwClQXlZEU1b)O&6H3-{&b7qmO3OaTHny}_fxok8m(MnJ$SeX^_W
zgT>IDW!`V6333AQ3WE}RjaQZH(RSP$6>3$+XcNnkD)!{kr$<8vE?1Bm+UzM)L^3*{
zApCoMzS?zsPS1?VQ2V_yJ<Lnsi)&|$<E6I%0sl+kG$_;`(^C#(PQ1J2E%AB|iUAzQ
zRlnVsesCu%_9(=%PEIN88KNJkIhYcQvRMYm3uJKFaKe&enG@VHEgQ!#`y-coc%9~^
z3up-nNbrut#*2QlKHl2dM;Rd@h3Cwa=XO=$Zp$z%m6id-!_6j)vhkW(3-`kWZV6GQ
zKTNRgr*mUyYHYqhKtO`Bi)vcH-1qjXLuorlTkE+ZS_Ik>2z_5&!YdoX8BVdRxHts!
zDELdeafkfmqI_6~qG{Vf2k(WL43*54^7`WgmMX`95&sGrk7r5~U9S}sI(D7FC`xCc
z+P-_ZH=<{u-!2kW(W;{QJk8;LQns+(nh8@(G2PhAiMr25pVMQS7VHQJC@Y4xTrkP}
z{l8_UG;YqC<INKzVIEbZt4+`A_QPHDEIP-0_CtwNGuSzY;Zpa?;;uI@+(>xghSFkk
zUyP1(=hAL{a>#{9Mvgju&q{YK@_7WJkHCPM3U9$kxyf}&IG7fFCW`Hb72YVC$fKij
zSbUn`KG7TY6CEBVOCBncFLQmw_UAW$L<Gmo8)>F0M|W#3ZT7Ee$3k%s)g&NzeD;rq
zDIP!got5yh`q_n#VfnqklbXkjU(|EL74j{on6(&7Yr-i&yd^TKq6GV?e-Rwtn>g&2
z@c=Q?;elm4n3R1O{K^W*#5o8EKA3>~P&im(S{}Ph-iM`jl8q7aI$U>)vEx@-t?v5P
z=QEJ*O2;d0vJ?|%yP3n5fc594->ej0s5&)VllP3}$S!WOt1GKEFk>Lop_WzRqj7ZD
zqT31h`_F0ct2KB`o7jDxp>(mDn?hp7lU*U^TTx!(T||#NH^#B_4X#^s824j1H_(eY
zx+z(iIX-17nv$vh6MFrk*{jA6YR7hQTQ)Qab>1!iMDb0%H&B^&2y5BJFF%+CZyE-Z
zrWfO)+z+uV{MQyjF`drKiyD}R&gNZd?2c`jSBnHYxDc{ttEF7kyKRJfYv?Uep%K;b
z&Jp&|?y92unP2D-I*3zjX;ffe&h{YszUNy!&G;6x(sQ67mu`VS^SUQ^tB1AmY30;V
zv3t_!QIn9r-?~1Pvf^a-x=d)loe4FQOY)so(pj}H55H2`aF~siI&-cpD$*uW*y>1C
zNN}=y#(H|D-J{Wa*z|l}mn$tGfokZ;J$0+5C;hSV{Fl~Ni}%3wBKVVOk!s+jzXIRt
z8};W~#nU3vx2lKpytIb#L5Yspf|Q9jbiZ}R6*FreA5~tF<15vcpi;i46)Jvd`lDIw
zqInp7?`37ih!1G}kF8T5P^;ms>|1`ziYBsfn6IragF?8$^?Sj&S!*KP=4G;gSchly
zIs7hP;-&kar!J+jt~%)N&jh~Vw?Jk7eS&EJ_ecCm{O>vZFFpJ(5&Wfr|2>EQyUxLW
z8u9Oj#wCqo(@U+<Sy2q?i!;%B{d+h}-{4^8>(?jS6Zq9>_6M3AC;YE3_9`nx)jx?3
ztRe2<X!pGSuM(kr$7MP21?h8y9jbD}ez0Jmr!V&0wb!w0AcfEvVc!p;|L7ZEN^nYr
z4<;@;wKA1$x_OUQxoK9p7DC+W8u8f@yD9Np-D+s1M_)Ai`aE-IYM78THwztJIsSQg
zUFt7z&nJ4UgwsK)>TokdxQ`R1oeHTjZ;Pq*a<x3|Ocw9;pv9%7NID(Q^#=D%u);Li
z8}H$*R{V1-P%Y<qvPFKiT7-(0R<;wSKNGTc%~K~|`N|9J8ZM7iC`WAmx~edLfJGvW
zGYbg*`#}kK%RSl8Ut9(9AnfS1_Jc6%+c)y9_0`(rnskLEW~tam1_58HPyh2DEI_Hv
zSYob{{^e3nyj_8RC?9$sOwlk<hsi{&AXaNciCpfQ4HcVdmRiP`TUd~Wh^y-9joGvh
zl~~}K?}VAQeqxGnpFPZbUMNyz+#Z3#P_2<m!TUef;BsxuI^ucZ&?3fGQDWD1zV5Hq
z>Ln}Ae{pL6{74kMV!fk{=!=zkH8r~MAMiTfX%c2by12Mt!X>D??t}?If#E$Vb5qk!
zrm~R~jUwaBFJB%52&4~Hv&C7B>(?TzZVV3~`Om2lDrH7OlIZo1FYn*K@9pY>^r_Gy
zs$%Wu`4aO!dbE8j)86Xwkqwhpsq97J1KU{~8sU<im&c6tc5x}oE1x9F)hsdZbRZ)o
zU083TK@FND365hRm@!mj5>~V3&oa+lyW9R{E;B!0T~029&J4HMr}^FR9i7=+M?x%@
zRV-a*Nr@^_Xg?>fYNO=|(xHJ=ecq*ZKS7%r^~ECenq>*$-xHp$TR|g8iO=4ZLg~2Z
zsQpBrLfbV_#n_@SICD6;4am5lAgxNqr1>@ECbx71q#+!qLb%OWMk*HP=R5J|Vv^*g
z1`%D&O2^EjqwU&@6dR$Rl8z7ND&bJ>O3fvD<S|!FU*QG+Z?juw?{L*8Uxhx6kj7JS
zd3o7=F*C!ETwD!v1M@%hK2YgoF}rS-k?;wJ5!~z)9V#>k{KTk{Ldu}_4T{jlVux*N
z1+T8?I`yemuGZ{B=$k!X&jszIS!SJpUnmfqg3n$L1Y4fL)4x~)3xOnIv2i;E)ANE`
z*n`^R{aTEK@LqTa&lIuMaH$+p02@s0K7Sj}ej3>g|1aJfD6`R<wOhUX&#6ap%B|4Q
zY$F~!heZAKKTqgs)f7q<%Wabg+{MdFd1z1v_lG~dh_8c1CKxzvw69J>M!fxdYR|PN
zI_?W;Q2JlFJ?a6(=w;D7MA8JzI&^<TE)H@k{W%(`kY0y?q>j%auJT}`)u@Q7LM!Bd
z82M6&ID1$i1rjPJYIfUgNZdMBy|)p5XR9JMTlJ3Y>ul8{bX_O>+opg~_P=oAnHjQo
zDl#%b-djaUMx5ih+1WiALb%K)dimeJbzbydJB4<~<U%M2RcbZN;jy)p)5qRVRnf)u
zmoh$xLOLv_2`-7ZV)pm_B!PJgi~gM70z!wIJr~`n0b!7xU!xgOY=L417(~}YTLQhk
z?&yH{Y>z>sXd~*{qdm<3_bBHDPi^Oxjq=TFLiD+ZgU}21{qq9~sD6cAVf%3$msJEE
zDH$1wMfwVeM7A(3P0avpVWs==wm&~u+>?uqbQ|#~T@QZ?p8lVw`Be<Ni7~bC?)1k%
zr@Y6vSf^tl-{w~{Iym@H3Ia+r{hS_2EOAtjY;$SmgtRP{M;+a1K#F&|@Xv=+oSd8>
zl0MK?!*PQ=x!L80k5&dXkRTErQ7g8mx?iw<cJnOg826J(QxeTvSX`vAmlL2yLP&0l
z`rZE!EGx0-*lvdl+bWA*jpx%jx1EVViL}J2Fk#(@UNl-TCv*frYbMnDhewxnib_hH
znmHG`E)y2{93Qn!-Es5deD~ii#pHYAvSU_I!`28ne&;2guT#TALwj$21*UE{n&($<
z4Lw0YE*ls@axrFEOIurDzS7TaAuT!}2ZI*~A1tUnmI~XZKFaf%HRGmk{CBH&bo13~
zcN$pOR+F5E%s^hE3PP8cmU^3nkL>(KlAmQ7Ep)?WbE6%5o;2MTfFsSy&yS`<yH151
z>O$Z;Vzcq44Y7MDuof_%S97KF(m?WDl8<*Mil3j~36onUy*PL)^gsJ}+@X!<M-bCr
z6T{EorKFAvnsdI<43JY{!bjzh6)ZMtB}?$$TZm;dYSBkM)6~qe@!21a_{u%zsjPRr
zhx(Jf94^rJ!wU~7L9BH?P?WdDY+KBoOq1aHR+ie4Rh%JPCMFLdFDEBgpSAq+JWDSu
z4!yby!TGx~pA1FtIz!7D;q`ouGXH;Wi;Y;+XQ!UVak&I#oQT++je}fK`kC`&^XYNc
z-3s0tSJ7^B342Q>!r2iKS9Bb^!~khfxicArn+#%E+-PN?iPBuD!gjO~594)47H}2*
zLxTHDMeg&-fsViLM$do!DBohaSZY5b9Tge5$&W<U9^u-iU`_L%w5+>s+EgWj;D<L;
zcLONc3A)c<;3C#P+$_c`BS^M1QMtr3*B;mluGO8|!zLZ)z(<||9HKMe!c96UlSH@l
zJOIN!+ZA{oqff#~4rx66^H>dkag|#`7Jc2__MJ|5@7~3W8>iiw=vG!@yqRE<;Pk0x
zAHBK=A73om!k<`{YBun`rPbhfqh<<FSIpI$N{7ofJ~tiZAW;qW!JtV_{VVJ8iL+=2
zq@Z7o_gsR@;{MoijW%=iBp49+y1B3~$q46_kxa9mbSb<LI+LqctBa?lFLQs+k&xQ;
zv2~fp+c4_`e1Q4Sv+*EC)_i%W#C@r-X%lP*O!fAtGJpegbQ18gUWTPwMJAegxo4Lm
zL>$+`kPnhy4G3x3p+@wAYg%G^SAV`<{{9L=0V%j0kN<M8F_?6#o=59A$1o$7*zl6X
zEfJ;Xqq9BY5QZ1g!0nlpm73SJZU1bC3OFU=E2v#O7$!YkoH|TGY0P&!En2sGvLOgK
zgc<F%jRq|o1$f)kcUSK(!ln19*KCj`cy9cz-zyJ2jgPPV-HiDc-|O}D#Q$o4f`SMC
zv4Z~p{0L3>*vBBG`RC!Whtw1&2Zv<Dfp_hQwM!zy_dgNDKff$^fR9N1d3?qGs~Y}K
z{*iY>hoJF;X>{?ns@bu4=CaqrUiyamh@!{z52ESQrTXqmme710xx1T3_IF!6lb6@1
z7nG#ThOc%v3QO}RMk~Eb4l5i?%QTV33f*t7QT)D+!UtsFX(s%8a<?wZD!b3wE$j||
zElm(a-iRQ<*@zArF67WiI<SNj8$<%0<IiKudb&y?B~RRJM%{zYS)#R<{cDi-T{jEy
z)%d?}ARu|~yDeF?>a_5~NXeyjJ_%8vU3n0ugkDJXvHtfhhnLo<rAGCb1dC<gOMG{^
z5U90Rwx1T0)I16y;6INf?YN-5=T7=2Lcxf8M9!f+&Ekl@FY(i%MTknVjQQAI|KYT!
zD)yw(Vn>NFKb_TUvj1h^0Dt)QPBiVIdGa;OW;AEeVYhm}bc1RIV)h4}L3e1a%y43)
zb1h?u59=Bq<S||2IcA8>IvSL40$gE#|3=+su{saBogUThe$|TFm0*W72AU3=#}o@6
z`q2#4domAu-RGOs+r!DcWMZ*{iEIDrQgTttU1kD}tx*TT32Py?{_UfC)%%9j%#6P|
z(#ohKy`57we^M#Ao`#?-r*-(zhS&niL~5Tq*gE9zmL&>69?2*OtUv7ty$Q0miM=OM
zcV{(>dM-2I`pSnk73=&P7o>e^)ZCXCl(r>)tW0<x>~l-k>e3%NxFP3A|NfOb{iCCK
zaW*v?ctc~zPOH=snhfyG55K#g$TPqG>ha^UF>geu;MQ||Y64_zH^_`^R{?KHPLrD_
zR$WW?jWWHJy)8_K=$BoETu|q^Bx?`978}jXC-Fx`9&Md6>*M~a@^TY-@z2-ULNTuL
z*#7ADckdDK2J+z#b(TG6<Qgwzso6;ZG!<U0nGcs*NvA0dfg-9om|?+yrvnK=q3OM%
zhVa#sAH;6bG`pM;9CcTWwUgh<ziJ+(rhTi#64`yGEz#{KMqM(qd^1L`0Fs~hr#Xme
zpC8wJ)1zd!o<wX?s_)bF#rVOiP80ud+7C48>Rt|O!pj}2fr2MsYNCXXcab^N_oblv
zD~j%LQN6bNZnQSrI7MKpk3gl@zH@@xYz&}g+z-~9aK9D2m7uf)hr?A)N62h~z?^5$
z+kFqd+oL7T@9%tFs-*9xxg;qe*U$o?*I0uS`6BFoue6OiMc6GQGZc}pc>g+hFpb{v
zozDLFiE_^-?$3e=#OcG?aP{}g7HdindjhpaJ{gJLh$pq4c7ZF^#x?0GWHXsRUkM%`
zVEI<7u=dXJbXG&X4kr5`Kvgv~c$cQ|N=&M|M?pBZ2r0ym^>lJ7N%Y<`12D<_cI|Ps
z_g+s@%N#c3TWQzRI(}Ww8YVHm4IMFsTNKbi7A5mhzJ1h5ZS3~48>h$IYCDIAJ=SOB
zZeIek+^(y2-uXXE40SCNIx3}hwL*T$uSNBywH~iBXgbx?s=5jC<}8iN3*uDpen-qU
zjqCUc{2{gs*+mq4AG%8k{#dfD#&+-zmD{BnBNNeJi8C-U^?^cE(bE$)HeSE77OH;1
zEwS3;OF&uC^))WbPyNhDtD^6_UB@|<&-RA0BMg=fXzu-426>Y1@SuCAEqCri^1cKG
z>%I+!vty4LQQ$8XyRJ{R?IT=PsnrzuyQgG(dbgGZUEHHTeIh}0WF&cOMr<~)c-wVy
z-dTRoLB^$VGk?f=7V)}fXcReGkyNe0ro0>Tw5wD`)5V6GnfULfIks#09LpJ`*uLK9
z>dO}7SUdYt;xzygAm!g4%P9jCgLm`q)Q+(L#v@H8dhrz@wIbk)T}Ht6yDN1+(KSUR
z`NJm`y*#lXGQ3O82X}}I6h6>zb6iQk3>%-=@>K6sFKrZC^3WN=**kX#Y9CigNI%`s
z`YUM2w?_|Ne0B?am?o<nw-xegJ;6;$Pmd+jq`nwxGZv5bSJl<kqrsp^^f_|FcW3Wu
zi(&5@85x-?r{Z^(T)ff8YSePgYwG4$CoHMNVGeGpSGjU;F`LtC&k<0rvj+wg#K6^2
zZ}EpQIk6PK9kT!3VN|rM??LsxV@>v73Z2qc-|Xa*@C!ep%93~w>Rcv*xW4mndn{j)
zF2$B72TVklQ8x*^)0U@$D7KyWDU?uUWn~rd6_a19`|+M!HxxAh=pa(|9_|Mr&HUA*
zoi})e4>aplM>6htYn&=S-hVgmOIY6LOt1Z|%;e-JfZYC@LC=6gd|CJzu(Gn)OD2qT
zDc$|G(gEQKDHj`NB{p>a#(K!-%%#thn0YxZgd<Ek4|cI7)@Z(EG(ufn$0-WxN$GwY
z7cC4Jg!RR8TBrcD1WYy-b{F-<f8N|(_?8;l4adXjvZ4*)8-O(Q_4hA=GuGRisr={6
zux;#ay8|S6?jco$gA$6cPP+2$4Q=?_N(7>>t1G#*lnV?Wv*V*fKs@K;cZT0YVc|0-
zCMGa!iO%{F1=hcBcnLzzOLY9=SY(P$ck<c#)OOadIxJF|h3i^>Wf!Xu6K|vNQi+j2
zbAoL#OHg016`*X-lQAkfIpKWs5ol|#RgbZcbceWnpLPLZyUC|g-N539vJXb$(AFrI
z8f=1h)6B;^V`py3(5KJAN>dsn7-D2w094_9)&ABWTocLAs5N;&ynM!zGeUY)C-+fT
zhGnc0#{*8QkM}y-UH&TA7x9(W>niBuMQZ<-qTDfFPQN*Lmkh@9<{nvs7aeiLnXeuJ
z{G7`@>MGikaWOGhE`d)qq8PlbB{CjaN1$!a`}mW(ay2v>ZH<2c@Yl|+5YQoi0elb2
zhM6E-W4aRu5k9zH!00N;t<HYi(>F(lui{5yLOzIxEBRM$5_8=Bz~%AX-}h%_d!2&P
zr@v(tHgU)a!mYT^#+U$25$cq=tm;aEoqudTzz?SAT`5p&H#W;R#VwmC9okGIJqAEs
zW^b59l!>=&vzP}bt`k2R<B-CG(g0ipJjC}076nOsJXBU$Idy1Algewe3-I45U?PHm
z*?UvRHC%htG9+qXQYIp$G#9v=_m??>9p>8dx=-ox$u+4&ZF=O^nW4C&J9?4AE)h$j
zZ|bIE^vU<~kM~#-fJOEoioiA=3;c4tn{*sbhYwi9%prx3J*B!Y`s|2`(T00BL44wH
zUP3tHPpmLiXYVa*ihdOvvDubbcXn;F4OO~fM~!4!4I3U+^|DaN!4YCdaDrbGeLNwi
z1|~MV08!y}5?u^IAVao?h)0daqm7l=e|d%HWIS7%wt|mC;potCayyOlgDVQ=N^Z$y
za``In0?QR5@Ue`ANM-r1D0SV3fO5woh4n}zkaNbXqt$z1$2%9R!6(2AGftnQgEl+B
zW8-&|$-i2qEc1!6E9q$SKHy)ZBA{-<5!a_~flL(SgMdZ}$b~9TOTtM8p~M7N)uU6o
zQlV#15I>PsLfS~AbbSLF0G^s$cQsBhiv?gLydeJdL7&_nfsUy|0YILW7|JUW$5AV7
zs6Y<Zo5z1m%E#6N#G?26_Z(j?ha<v=elR{Scnkr*f=^6Z=|RkukVKdJ7mxGc8o(n%
z^}mpe;hq0DZkv8^gVp5{1vJ2q1MmniYs6PK?Cb)>0;%kKP4nRB1+ruBwDa7r<&@oZ
zO>(OP0{{vRA*9jyOoA#+>f^o4@86XGa|WOGB7wGUfK~+~>cWK!cu_!c^CrlLt{xm_
z#fL#ew<732cR(Oy4-uS9h=i7*o#SRZ60!pV&Vt2d3NE7idc$?xQW3Ic*?F74!@A63
zrX>m=!`sYM@RI&*s8sk|79a3~D8!>`@T}>Xsrh+7=x^2NQBNt<4|gByFh0CHv&UdX
z-W{z5Wg*;uxE?@%fQN!;?nS<H2z#^+z4zRYuB@#!ua(PYjTO6j|Aw+9F0DMInQP19
zec!SFTHvO40@i}iM2ES^HC9^I;W-l~K)-pxv1P$A>+9DHer~{Jo*ert|DVz(Kc&4L
zSfpt%=W;jVpy)q>nIM!k*p$2pU+EAV+sm`v`d*bXuE(OO#rWIuv`uDit{ez@kc)Tt
z6x>IxjaTyA`Ml(MRLXotO+R_MN{2;A-=9JJ6$b>A`t##d89?grry?ck=nyh;CM@dh
zJ*Z}~9OO}h%)Knk>#^oyH##YB@4-sL1M6+`q-@~KpqUT0-{UG*rpZ}pceVUyp0BSo
zaN0XABRiVx&e4AC_>j`oCT{C?IVajVKYYt3a%eRA=duzleZ~8)lm93+5Sw*BR9bFw
zPyDNweP<r|xlk^ytf&EGDcz!<l^9TPqygKl2Zttxj!Uhh4b^?!eGEow)Tw}!Eh#C%
zWu^j|1C7O8g1Uf*6e0A0YQ6Gq(=w6k93XD&D^wH}Z-GP%Yr12Aqw1D9=J%jMvi2oy
z^NVH6L$R2Wl+-&Y%5b>4dC#DGR^lseTgF58#^@uGFb<4z_iGj@rwo%ap}+FTko1I2
z9(Xc|sIO=inGh}T*Ocfwu~kKDsU)on-OujJC<`&GQuh=|4c-Rh9Ab}<m}nE218_4G
zM%Y(GN~iUf8>F@*A)c+wwhPYDgs{}!{;h%}e`|EHc_t~=4UfTvu%&`66xOOLDt<BL
z$TH<{?^Mn}{efF2wtWr=?l|mL2#bzbf2Hu@RACG6kk1j#zGt;1R~+m@Ra=`ex|MV9
zI;WgjYihTH@CQC2fno#UJ$I>ydn^$h`#xz|ys0|3|8B?L*Oz;E$XP1?NW^^~sr1ci
zr%CQJQ-WiOWA|L36TcT*jEaLp5kRkJD*zyk2iuEuH8zU-*X!TNEN|gPXGgTxQYF0T
zEy#3hWb>Cl{6v{Z3l%qpmFhrdP_zUe1_KJzxol75pTdD>#v>xJ^%L_~=c#x0Ucv8z
zGiq`tbA9*@!VKQD8C|4*UL*;124j-{NI~Qtpr+6C^(W>XaRHiXQF>9O!X7(w5p;1n
zd{Z9XlQ!D|_*u>Xr7*g*W-Q}Uw7EU}HN+>fO=T?ax9Bs)dkMQ<W=GfQhU@NpghDes
zUCZ9PiwkC3+x4VpVrtJ>n4eel@bH+$LEO56&qXGCHFDI=(=eebAh~%u&0O$^!Q4UR
zH?ZW?`nQ4tMG*UVOG7+0rV`jhBv~;@`5Gx{W^u6!$Sjbe;K|fiIx><eTUca+z_kqb
z4fS3+Ihc|lO2ac`9Dhe=S2Ep$`^viq<izyXh!*O6G(p_`1=NPuKl-_jVj51{XZa-V
z&?a8_(PQ@h*H$&jj@MoM+<))t`+HyRo27!c1&=r%jy&3U!Oi4#0Q44pq(+~O!P>Ku
zLv~B+o^0`;B|d5nP4<lCK>dn}iW-NEt*SqJmY+9Xs?(hw_?3wvZPrQ@rNXNmdw65v
zjnVt4-o^Th!Yc4?R&wBn2(ws7Gf}YSfWQTKB}gTx7qBkd#&8II2Azj5-68g;i{i|A
zw!n_MsI&ioO;E^R=-8#=P<ii6DFjHNYyzyZ7+*vg5Dn?|>)X407c$-AHis3Yleg-b
zylkD$r)3|BH2?K~UR*w1mHL~*gYTu@UeZ$hm@+Mshh%J(B$Q%71_=IEOf*!F9C-UA
zz2J<I%>t<oUl9Sg>l8>#{mAd?qvN!U&>V~YX|-r-rpR+UZ6wVe)%L6*{;o9X9(!C0
zXmY4Qfi`VMjVyrSyAg03fa4IrhqC@b^7dtC8Kv4GDw05Om!WX!EMqH&oWICzyjb~1
z7XEijYwI!8dGgCgRCXNiWM}a;#Uz#&okyH!w0(2u#<`SlF7~$`9LcY>xw{g*6j&8l
zv7<j5oRPSoGX5(k@SjNb%hw{mrJR29nlaA!z6(j8s*Y-{u=^qc{n2@&tpyr;6T?7&
zJ?CW+1+PWr)r(!G*OnW%>!^}6YAh!z=K1a*4{gkE#)-CwBwqsEcfkjndiTI7y4A?M
zWT?3PwBM7cK7JEQF}Krso@Cbo)uv~Pce5QPUgxv$oYFjZ`^_bhKmW=Rdbq}X9qE^J
zaQ<M+=hJ8j|Mfd>9F9=rax`OHUl^&wdiwe}bI<o9(f-Dlzt`6K=q7xx(Lp#v?7~(j
z+LS{Y#DKqc(wrMKY1BqFlv=4a%h6pSCMIsHthKLb`}OPTa4EF5%2df(whIyWd-v|0
z*_mz?dNB!!z#;Dnl{XmXd+R&Lxg$xh`VX3R*qJjt=Xu$MpZ2KyK(XvWD<P|4Xj9iR
z!<L7U_mCH$z8@odg~)%X$Q`Q4y{Rp0ozCcX_BQkgSetmClh;6pn*MiV=L&6=#&wv>
zJWpHivNC9)tu{{T2Otlw;1UhGI6^u)<RgAh7oX70tw2=f73tRpxEYP?Jt9gsW8>g>
znyCWq!hTM$LUWiQZ#dr2sc$E2aPA3DX-_;>SHJ$-(7xYG<5R=H!1H0-?@%Q5zOUhB
zxJYuR+NBGD_0WN+?*g%6uG$SMsx!#6sl2ex^=3{6ti<JWKaTgWbX-QNQ?;d=b?|7n
zX8>kv35JluWkF*CC``zeTs`kE0(}&~7Atb~LaI;fl`&$^$M~hcy8K$k`&5FKnoaHB
zi^JdE%O79s5R}v~yx8q1YvudpRfB0U;af%PiYZ+SZkZ*TA>rYdak%0U^h3thpB!?e
z)#Jw{52B<$r@x!xc}jaZ;<uqzVRzV_HG!~dkL{PkT%U|GUl&l!lM%I7uEtE>6F}Cp
z2ABTK%fmQ2J4Z;;4ZVkTv$3(go^vbDld0CtFj*6?T&bkYeWvGb=y!aOCmJW(ycd?R
zb*ag&w=lcUoPBnsw1(uE{OrjSus@iHpsAjphoKXph{;bRDIsk`C$v9fd2_y|bZ?*Z
z@2&)R%b7#8Ny?N?JPvF6$I<!c$rV2Qug;97v7cWXyqe5bvxwLVb$c`vRLilvA39Y4
z4v4B@d@KTnN5Hg6r=$)Q?aioGBiWu`PC8J)e(Kbz9-<tf+HX)zo^E#K-BXoqb044M
zU}Q{X{`$HdbY`RYH7h~+YswDL=*96v?$sU5&2Ke*s&&;b6TTA<UGWe);Zy0oa*8+Z
zH^~d+Ic0$@PC8^Iv7mrQ_z23~^AN?R{sTIczy5IxnrIAj0jU^7xvyaiz4zA}a(y1&
zOMOs2&E1~t&OT8Y{U0pAzc*O;G|x<_2B((gGAf4Ku5B8sxN6g)6QcRxsc9=&N)wI3
zLF7lNc)PQE#By@*k*)BPt4fDUO68dI*|mDL*_$Q8ui7&*Z9Ed2V9D=g&iRX24irFB
z(&4kIyP_!L6ij7H7<Apsst41jtEY$EWcqc|E}RowGqm{NlQS`yt09a%^DX$5>WMpV
zu1hI*T?tk&d>AF2b<3RmEOf`ZaFa{6b)$qa2v0}Po9t9h@LW3g?O<&3PHkiPKK7UM
z;mKV6QcBU;P+Q3@Wx)f1dn5>g`$L?EoQ!prRNd_B{NXxH`mJHe`_Bgozj-kSDUT5&
z5uVFiEPurh&$tFilEd!4Yk9TQWtuvj4mi`u-io<SrwRWzTsFGNq(rxWy^<rUl6giE
zpg?s#w8YtBU{BT+S3}aL%`B0us3`Um8beqOpKp0<MYX}n$0se6l%biMB|jb-8mdud
zG|c7a=l9rwCpO)zouqH^f!9@+D+6AH#7EYRp(ZSsek_gz3?5&zug-YsOe15sA#HW*
z(wB@33DV%3A!k85W|e1~QNVlwGm6;suHj)B4vGe>07M!5rg-L^qe5oykRw)o!wGLA
zsM-WL7F~ZlkT1W=UlP;Vugpr~!A0pwq*kwQYI+W)UO6QIz(5{DtNWmKXZgAZ2DcY{
zW^DXdy=B$WU6~<NMB3T$<%^sw5B?R*zfSTr&>AG|U8^{*K5JZI;aGbxdrv0=`}+L6
z+x{?X_ri?Mw@V_F<G}vcY7cIW>=l;ip3!#Xw_be)qbtP4#i8>H3}%>I-w76lBL6$r
zh%S=^z7tP<Q$JybF028<hrXjT_A!QRQW6ppS|jzc2ej;uUFXXj57y07JXW=BN%DpZ
z{SThye|4O%a201qmZhfpJ*EAzwpKu|xvx=uq&EWrIn_66^(bFSIuYO~Z<GLMzN@8W
zaEsx+UZqM`lc|d(7EC)QzfvDi#Ef~r)YvY0U{ga_Nuq^O{dbonx1ta$FIQ`8J~j>v
zbkC*uR-R)2@SAmQJ?yG5F49ON<C4h1-E%p(lO)d*3Ago%`m+hX*w6I^Qy&|@Z%CoH
zhX#tJlh$C|P*qOYx{m66^Oj&-YW;*xf?;F4o97nzg(NMJ`S-Ys>#m=f-=#8K*&$dU
ztZCcnISLtif~1RU$IJQ$*F;cGCtnd%=4H!|+VYI_>yPl2GlfgGRpvi_G3G<0tY-ka
zihhkONDP`3M<86ab~Wn5B~KHeoF2)2tXsawGA#7TP?4zWFH^tWZS}&&5$hfO@DfAM
z%rnG|JiQZVgz~@M?Xr+&sC$@|W}|-Y_R&enS1yH(N2e<iEUJkJMEJd*7!3<&O<Lc&
zbc-zLa!`ZHL_vvf#U)tOiY^j6OG%cVh#kK;f7}(<wX|3hKYX_;>1LYXCi=iwS|T2q
zm&)9@MGSpeGF9G#O3qYKvRGbNc!qSK4Ajg`_a+N!Fh)yQJn}S;7h@%-3zvkBChG!W
zFlcm)c{WYaf@xK^(2KG8R}#wo%)h%h^=s#PZSz2eQ1#^gjor0CJ83cZ(am(yvFJ-8
zIWC}BbEwMlaYT_XCjKdIAx}1>`SId|TpSlPsaBa=R@$MeicMdx^+RFD`@`y(Xa-RQ
z2<;QMV#PPYSHBxgJ}VVI6fIAtgW+OALV5OX2n1r7Xwdr!*)8fYB!%dS_LTDD=fkC{
z0fj8ERz|WD(5@!SbTrnsd(Rb#9r6Y+S})RM-zA-+Wr;yotnXck?yJA%%p}1F#B8kU
z!xb+6*PM;Q+heEs*d1#Qj2LPaZohfn1nlzMz(*59TD)N2#A=|`XInTkd0os&N1dul
z`FxDf^7U1T+C$~m(p4_+Wak4RlIp`{OX0(!$kq#B+prQthp;pyDJN`Yo{UgZlN}`t
z<>=vn77W4`I<?0X2XBLvGQZl}YV~29a9%web4%xRNn!#jQihYb5vBbM|FO6nO7>Sw
zrVnYJHwbbervijGZ_`Q~l6GB{f8OAA{`Rju+B2gKEz8egm92uWYSs<m3kpxOI|ct-
zI@1wTDbLiJ0t1*~autlFI14a}&;1wTJf{(k=n9br^uw3C5`zbEF4)fX)%u=T|2gv#
zqNUbuD-Mb*atm_k^CTCf`?&?V;baoCLO~K($S7mg>V)P+yuJ=|pl}oO$+)f`H??cd
zpZ%8(Y6TL_*mhWsUvq~^)*8+65Z6rU@l4+r7Eg+|_^v6?nsPMPROr0)B|M=nyT4Q9
z_NL+M&L4zVg*Fv~WsOx)bZ=bkBTlZqjA<y*eZpV#7E?(t{-UBhkKZELmnG8cO&glV
zNN;?lMJDthz|Yw`8m)Ew>IEyjEwa@piq}%3zXs<oVuiG#qD1YvSycJylb=5Ms`T^u
z+Rs|qeZAXP-~9?6j<pi@zV3*DS!e^La;aU4VK97&JL1*i{03z~+FK`}(tmAT%)rj^
z!NskWlDOM1SJAD%NY%Ts{be~jHSw08CKY_d*8^^TLwm4{61(`664AInST{+O-y3mw
zchINzgYD@<P(><0_>3+q)}4K1Y#g7a0**4zNc%L$=3$_Pmp(Z(N_w9jJJ;>i<k6+J
z?`leMlX{mv{3`R8D;TviI&wXrpUd;IQ|P&@hQ7WpbC|heQlz1JYjtrk_R;I)?ChW)
zKb~l##CkYD%oLyeo}@Yg(}k_HNNo<oGSAri=;Zp15>PBKy(zlLGX5p!LtcIVf4SAE
z<>9qv?}fz@-Lr!%J~3_Cy6?IMD`<zy2nlc0PD&G@bc4#05TaUrG(PcrQ(+$uH`L!!
zyHKL9>&Z@PAR|TcFTK=|0)Zp~ob)8_F{2!P6fHUNOY#8v<~_~S)5e$=xLRw~eAEpJ
z3g~1s#Y0l~JXrRgD1DT<(D=5V|9YU>T2%W_Y^QDW!OB&~nk59ZP*RPDj?naXP{Q}H
zT|+<khgo^+S)tE8G;q^K8G)LBQ0)8iQmgEdG5@uoIS?O@Z#@R#RF1pmI%#r#sN?;>
zX5@eQ`ej0k*Zy#MNlDW1MC`o^8}FbMZk_Kr!#Iiy_wvdk)*15ZEGm>8ADM5Xn^uCD
zX^(<U3MRg9UlN%AVx*aNY4W!`QB_dXycY1(BfkWd`{(0h(=VSpy+ulNU-)2^>8XXG
zFMCYJ*Y`=*r@Rk;&v;x8S|12872OWM!ILOS_j6~5=abPyC5*`Mhh+!kEGu9N3$3(_
zmP?(dxF{|#w!)-=Z%r`lLZ5seU8DEQ>d;|bIEjMrL|r)2Pfwfc*r4zVAIa;ETnoh6
zzYfZ;y=k{=-nPq{`69pdT&U2|Rd$1w2FukRH$3-;Gtn-`-z|~q70X<uwQB-go@@3>
zCJ7}u!(<`?y!d;nEX&0a4XMx`@`Rj)m?!Byt6{ZMC{OQeb-h1rSjpq<UVJ_ll<VnT
zdsN$r5puq|=T6SGjbQn4UPy+KEENnKrw#L1@mw_nN5@F$p>iW=*gO8UPY!e%3!Q=~
zh%il{$azwn_OfizjrY*ue%)33FsI~m%^2+pW!8H88@AzdhBR8uUC(u!4ys4^=>GE8
z=kVRNJI@i$xj43K9!TmoLK-^zwns9fpLR0>2M;SzU7tTc4~UYRQ_Ci<IZP_tCho>n
zo}a0bIaf%B*C%ocIv7$8GYacl0cg7ip;iVOpXgim#D@D*QeYV3r#`MXZF3T*+f+8K
zmK8yqfmgUW=9#cloSVZY=NFjgS0qgGs(`)}0A#u@C7Nk!*)W3U5pgQhbr<va*G3wy
zi6|~@Yy4Jb))p(}B_s&fT|Iw@jbsWSp{cPlBUzzUT<-+SJqJ|a_3G-oU5-5KeHKMF
z|K3)mIz-+}bboS0Ay#$mUzHurr!KkoG1y7Z7-{w~a)fj#c%IDH@9|o1U_h|k{-wtO
zPIdp2`=Ymq<*CTX$||b_E;`iroD)mw@t(fUqDA<%ool+)r)r8Pi@l`6ElecYHxC2N
zh11PoTl6z*T7;_vA)G#kpT(+vc$g9kL_w!h!5gkL@1BD9mNiwb_yD?wyn9MpWG&yr
z0bUxm$}FKgSI;6A8jIhD27c{1lVJaf)xsD?u;wAISb8wltv}agHx@Nt5>;U?kYR8{
z%@&w*<n8}gDG|OII(0DzcP0JNs@_m6g@M6R<(d<N-iZI~E+gyK0`k%b>*Kwu>v;!4
z{?AQ>Hp0Vf+a5L9cJR*Sv|x{v<ZAEhwJGqN2u!LdZIJVMc)uDi9T>?hf;83wb9bpS
zq2ny3l0v9|a8Qab;U0C^RpPTIO9HsSf?Xs_bSq2?%b5s#)V5UVdPuOl@6*_kzz@rY
z3dZ-9-s(&oL4E0FrD81LBs&Q}C;@ugfP)OG7@Bl!;&5GkePST4C_+l9G9UuQ7iUpI
z0nO5WV5~VPKn#Jk4ghEihLy8^Pb&AglM~!_BSPC>n>}Vd>4UB5L+Af%IQYI?9w_XW
z`J7%8$;nINag0mgXl(psC5TNiBi3=gffE+4soW=h88TzfdvrK<oB(MIE3w4wU=sm9
z#RnYuFjD)`6qj{1POXD~6{c(A{m!b13pOwIx0cUqu9|-!8BOC^C|T<a>$g6pxP)os
zS=3hg@c`P$nmT{nJ0sD<G0f*o)dUmyvhw|Yz*yur5TW=vVXNhxFL+~j+@{A#NA+>2
z>UPd3CO+`R#JkdgcZv^Af0?`rMjyCyDP`$qn_F8~f*OWO!8Dk$$4ci;@tpSip|PEb
z;ahNwh4F42$Amp76nFkxXiy9hFPM~UM%4#_BhpAtIln30q2OfK%{eSTxy;N7<o>0v
z+<6^G|0+(xuZ=r9nk@PhCjVHpc+K&vK&#3d>g)=Mf$I6}n>5EiKH2!3H~t)U=a(J@
z5?c;{1a*M&TUiKcrb-<i;*ViGD?9IGEUpM5LXg_}jsFKS`1NP5YZnwW<lh2rX}FCH
zcr~TJT5VC}b1}>3Q1hqz+y2^s3ER)MJj5I}hui0?p=T(D4R`!KTKX=hFB3(`l|L>G
z+%Y&flqA_C<DfxIGQYoPaXda5rT=Aj=tBLAo^-i4BFUvc%=^rvpmSs&nxBg+oiD~K
z_l(YP>0Gb_0jMPKm`JTa%yrFgmJ=tL#R5jQl$M`^KkZQd<uNjECU80tcRND#;-v@6
z3Hy&30}YUY83$7>s}g_Rm_nXB8NjRLEDskFZcnPTj91PV^1Q0i711ia#5;Me_;+J8
zsa9hoHWpWx%ebQ5_wX9|{`CE5H_r3Qh*cpX;l0ZX*bc28r?;mht?!Q<*S1%xq@GRC
z8h<-iukTaDOt?K*+J03*;0Mjo8lez225AfU$((sCfEEJ|$y|jG7Ze--1Bork_sU(~
zSJ$>X1DSVH$gs@<sMQbvKIM6>cnGKN&d=)`5z$p|0J)n8Aze>h3k@?6yhL(-?82w@
zgb=&Cl%f@CB6kX36^iNwbMe5*#1tlIqnsdKP0t6O2vIojp;L7!$qOvP_i#kl7tWh4
zhVIh2ORbgJSlYRV^L?t^)-bueKj!?Upaw8^f<r=J{+4QuEyRkTGs+BRZ`L77qNli&
zc~m6%F?7}GZ_vtB>#Io@5)PMy(eB2}WYjb?8J2|KgjS{Zd^XI3qnf91MUfZ1NaDA5
zop!}<{h`QTA7e~3B5kUpCXWw4w<NesUJG&%(hYk0Ho=uPv#5g>kVE8|)8F%@;=0#M
zncM8H&uZI`?aVGtudFofT(6M?qfTFtTC338mHA-rsx3z1M~o6;2OT{z{&Au~FQB(>
zD945jpt|gUDDBS@WJ!=m?qZXZZwu{pg>Af7uX>Ho%X-!7=3}?YYN>qjKv_$4C8=ru
z07yj2yvjv-=BhOjJha!kYQ6DHzQtY1v127Gp$qb!xUB0gC%$LY5JK?5NvE-?2}~+;
zhJlV>$nkbVHVB*Ac0M75SdA!c_^nIlI!!r1;KQ`q7h~g`!c8a^;$bF@Ld>hF75<~5
zne@j+lIXFq{7J?ygQ|eQ(KRp8)C%ug-9*#W&M(`v(kRWjQG=5YcBQz4#PEBBx8tvL
zxwv^SI19@m43wIhO3(IFp86>+P59UH2w%Qadt5qa5JDn}kmXR1Rc(vD_OEb!c~s?|
zuoPYUGwFENW)M4Drg*T6+}0X7vnKnoh029>bHxQa$KLT`)8P0W`{3vA+MB!`)&1|O
z!%EtXVlL))-P+Ez$sNy{MGjSb+{pJX>2JM+LAS34>S+sAmt%&Vu6xc{ew$Hq(b->z
z5}pJ-05UC3r35i+cFnanIO%i<?OQ?<J{4lWRe&0Erkia5d|8XsMXMSxYZ53Y>&k_D
zFdZ`j^_>zQ4(-@`ut{CQx4&_dLBZo@f`VWz6Ui6de0K2lx#Aj}=1}_J2!S171a?5)
z$@D{HYS)7ReHe>eYQ=4Ew#|u6$138cDRtlr)^8gwCaGo=5D2TO5sG@aRLOkj&Yi5!
zL|Du?t_<a_`XH`70y%eslG4!Av&xD;K>x#U!+~P6tDvEJ*mQd_b~<qGs*%t~-_gnG
z@}Mo9pNY@MpXqaL7FG@{o*QHC1%vO7Ci5TP5<s#4D{8a9+3zn4cz09;dv2z3h)Z0r
zrYh4knq16wJ7}xD<I>LA+W+MmAeuBvi{eKTsRIH72dh1}p}axg(C`g}#45DaT<qml
zD-KC0t}@tWOw*EjJ05DXJjpTfs|_4JvN#TF6*|GKTe^YK@C6McFMQ~Tvx5|O-aK}8
z!=J_TmB(sz^eTW|dM0^&0F7{>Ew&JP<?t>S_YjnCk8-}ZN)REcYQ0VFAMJBd>86^u
z9`)zI_;=g!E}+vFmY37;#^ne1L<tzJV{2>MctW>_3)O7|C0q~!v*nSck9r9riPCvM
z9|jMdeDzps$(KscA5}>Z^3>thbC?-|`oQjM%F$9+_gHH-Hz^EL$s8hXP}_uzmZa-+
zqUzzeK|^EW=%^y5^|)wl1dVP7f`)c^Sp@=Do9xJM+<2zbO916M&?)-fy?fs(Pb9jw
z7%jOs`gBX$B%+|HIW^72fh_^osRY}WyH{HO6(@WXyd<eK`wGrFJA6xMM6?w`KJ(X_
z(W((LZZue#k;%;?S@fbtfGQJ<RnL<}tavI6M}XF?-w?Vk%R>$0<F^b948X6Uk0NS_
zv(c?5RY*1i=|pOCf~t8^YL;8QZPkv#cC4&!#HZ=_V|!=kB^$R^E!PDZy)2@VTxvk>
z5rhhCG;5Tt7iS1w@Le7*%WtE-E(yncxB9X!_UgR0><=sIdloiPxh8D(Lo>m_AyaPD
z;J}16-5@774WhE83@j{s1hi(d{Pb_I76glGQ$En0qhkRS(WP`fNLGCNoDl+MFsCR>
zU`%{2nE}gp{kOE$v!<7~51Iq|NkGtp(FFs=+?+(TJ~jOM^@hTD&MmQ$jq=^oc?`zj
z#fulZ4JNham?mD+SaCf)8ek#PB)OiaC?|@*g9{<tBmd0#II%tUN<8KbylVTCVFFk7
zv$giTPGI}0+rQBS(z)1s9;2Ja_ws7o8)8|dxyRZ%qHE(Do0}s_uktTEY%NZi`6#fv
z@M~&aV|8g$00url?H?R%V`JlkQMWnze0!3_K&{-DLObJ{`A>7y`RBM_5QiDRsUH_)
zsEj|=m92}TC%`MowjC@UU`hZZtu)FC^+k);?Y7x;-)Irt_+A>%7Fg%c{d4>1vhzq|
z&2QD#C#iOe!{ovTeXgdT(|->PkP8Y5f=8c+G4Ismic{q+fJ_P`NFwAjROi0Uxxsn>
zQl=GX4hrni#r{<;+!RD52$Fy4x2HJk+s5dQb$|A{e>p^aIN)o0G+ctSGvpn}X=rT7
z6mDJsD!F>~>LR%U_|p%s5z&j^zH|=eKtU^M^0Oc~;LRN#RHasBq|;718D(Wa_u#$2
zSAuhvI0unIP|HtWt{XeAbj>|sy2x)6nCx*IQ5{p#^G);t$-3^m5HX26pQV75z4Kq&
z{&}FlurUy_>`dwKz1l+iE>~O=wZR;NUc;=7Ptap^)axXhVXm!k3E#YWfjcMFBhz1{
zcVS27uFS8T-6C~hYBkSu*}(QAm<k!I1U>pqyNa@fHy(7=9$`v!1D=Pq37pU3&Ml%G
zEpgsoE_3LS<6h5msSaBCeXK4!GxkhS{q#2<ZdXiIS_$2m(V0*4e(HzkRt_jf_Vf$P
z8B01XGRi*iFSAw3yWg(<s8a^5`=cN@?e6a0Yap6@>G1Fn93q%MmxsxEZJnlcn=I&A
zu3E;-PiHvNuqG2m!@V(!LydYn+ly`_do(pQ^QaPSiV2cNzf+r)%%xUHo&rlDpzZ{I
zmn?lJXpxO_S^(@w!<2c6bm4OqF~=l5!+aEGzEZwK6Rkd8l2x#8O<sBNdzdKa`4EcJ
z2A5jLzm|OnvrG@?r8s$+xc&>=hb>R=oEsQ6nR?QY8HBjA`#R6i2??Rv-G5V$JmbWA
zTcchLXw?@W9TJ0>jj`OduS%0N?sYPLR--3{Nk&*tNz@~Gfy;9)wOamtD=v1Y<psjs
zIo>~VE6YwdGjEh-aM>8?`p#$`CMa%oAs~G<ti+)SFU8g09r-sf)9tHSGZB&_v95<0
zy|6q?)fCn0XPn(pRd#966XhMJ)Q0{qpW?2$s=v0bGqdqGKxQ0ZFJAGPMwo{DeqWQ`
zeoSxK^dmA1@!?%NvZ=>!zJd}&=H})mD;L+<FZK@XF|t}GxFFFQ)&$^9h{S=5toQ(a
zDgNLZ?G-b!%Mf;pudneft$Hrk1G2}wq(ySIXrONBx+@IqI^|9PQks&Ij*<lCjl6A|
zaxg}B{9?)J$2gI8y#W5-Ubzd`n2*X3(}jZv12Re)0-5l?t;h^8_hxBoWTq!p>yvC^
zy(;g%AQ1G;AbfPun=Cn_`mBNS|3lPuz*D`yf00N=$tIdeRz-wJMnhJz_sHy6;n*{T
zkR%}^LN>|XS(R}}_Bcl7!6EAy=lDOTd++bx>$<OA_x7rs@8|n`p69)uQne&l%!f#V
z4U?uU@)_!&9%Sk-;Q#0H)JdfpG`vfokkQ$~4{*Bs_eSG+e6V}bx?C_4Wj+dnSWtns
zZt?kDOh)601*=rxZ&?Cv`@_&^nfcIb?Duj4Tu>xBGBf?#PT{YU_$-|ko|zo<;$>9&
z&c5-F#0WijQZNP%NGWh_))KagvNJNw2ig(i)p1a=V>`Mg@KO>tan4XEhX<=z9-Y&Z
zwd8HaX&lBaJ2A(MY$!>DID{G^J3TTpW5%BQF0d}N*RzyM$G*TcO`d&7E4Oi?q7ZZK
z>do2G$9x|!dtahd3<nnzYx^zT-E|B-U^4<7UMx0MizOxOFa&l(Zh0CavPYhgYR%uc
zQ`OFd^nd%nj&Px2<)Hk^XJ04S*aXuceEcnDB_0kpSg7eE6^|ba0wATl4!+Hc^s=zO
zqWNsHit2vmhYQJBe?}dCuJ5Dh`B(LZl>R(Tm$VN&BPNTA(aAP`aM?BR$980^nLO|<
zwNL(qL;?z~UTs>N<uWM6TQ#iHJhDnv0H<{S4oAECc(re~-jxPZ-t~0m64=6+MOcuc
zQn~U?9B1-UL*+=KA#(WXTW@Lfz{~5W2MxF?v{h&OJMl92q;4iVA0K-rDw1`G9B$i~
zd?O}%R%&M^MV@GRBAM75sOa9UoQaZ*0vAQXT`r$DL>Y5iJGjUFNG6M$2igrTTwW_o
zoBquxCibSqeaY_JE|cRKURo8)k8?J^uKea>ige_O{ADR2hPVJB#E7FVuo)LhE9^ky
zhf)Kmf)omt6_Kj(GW59CA#~n7(R~>m4TlFrC5(LdD{%yNSMJzz^kJPi*deDGbF>gs
z&KM+Wm`&KMpx+x#dW#?GiWuaOfEXVJb}z3I{s`x)e5xM8id@_S@@8Rp7_b!yUyfoA
zfw*&^=iv9?Di+dj<+2qk5I17ub{lVP;XG_jH;%owE&PG2HY6pedos-YFu^f5+C*5~
z>RZLXU`6Bg?eB+Q1>y%?XqvfjB>MG-K1;Flnh<=8usk7xU3jUO0gDpKxfAP^gq{q_
z5N2$Js=69$(7_XERUl2}iq5pdmbq(JugZcBt4ktk2DV&)I789bXD-&ZHv!cfoHk=3
zKHuj!-ug_&9<%7UCsWj&NJ|3k@0j;S7qH9$8Br3p-R;slRjAq6)Psv)MZ3ie=D07Z
zl2OgzAtx1yXu<?Q3AzV}{D;o!LhO~1CB+Sywx}Q{!}zH>FHPB>(Twl-z@7H>32^Pn
zwE%?-x@xYA#dmzbNUXcRHxSHDXZ42O8^j_dIv*e9kaV42TU!%`|MieNqtF&`S6G=q
zq+<?9`Pv}|un(ptXUvt!7`w?Z<D$-h_mRg6IW0FU#ZJ=(zi2gspm3-b!pgDERS(Pb
zG%;=*p=Krb;1)OqX!g?)O@q;LxQ=Z}k_$1=nu2`5>HVC5Q~*iv9bhDeCRl4Rf|YZ#
zYOKZs@ob|$C+@z)$MiPr@=v8?=bilzCJaDL)Wm;v9Ted2b|8P}=lRYMkay(I`+dGl
z)W?#>tAVaaE?(DAeJ!t%`JWcx+*aVT%Y=o!ew`(em<GIlenxa#&f~|YRSLA4%Mq?B
z1}Xe$6aal0QQW>(#cemim67S8^ui{}k5yiBs{N3<wQfbGkH-B+@LDb1H~%fBK_f2#
z5@v9A`f_=-v06cEL5x>Oc=t{X*}hL4mH0cRA+;fSyR;05CdQw72FVEb;h~{-e5)aM
zKIqQSAG|b_LBr~roM{V*<Th8segP>dsh5QqghMq{OZe==W1v5RmjycP$0<)U9|33u
zrRMQ!euJ-{GW-${#7t94q3j6s&Z|~a;eBaFx_bdh(cg`|w>kH@sV=^V>!7Bg$+_|w
zz@63A)kQKA?lMI|oOUWSJUaZ301&X-mZC##z_OWt^bFAR1K9?&0l?L88mz2%MrOpC
z59_Jft~~QnZRD_OMiEY7pP&N@tqQ+M|2Ihq!PGf*vs+Jy%ztmE{;u`sMj-QnxB$*u
zoFnD>ND(j@2JYuZZZ)*Ca~KrN-q_kQt)J_+*0^See>Un_7xhGU>0qE70lQp;sn5qy
zmITp${pI@ZwLtB_oumo?OItjVExKJ&6DtkR>-<PYpLYusuXwzgs2s@CM@mEUN#?j(
zHNU!30)OUC9oDB7V~Cwr5b``lglshB=FFpSwE+M|(l`%qQJnr7DIoj7Z}jbp?sq#X
z6sz%mamBeIk*J#|`2p&RRLtqO&9#G+?-R;>uzFyqybDMPpiji6O@!|Os0xLA)a@d@
zsfmd{9BaXN4c$^$8cOpAgw?kCJ^X7R!O?u9)pzu|{#3B>b8NlsH8YdoA_*_f88Xxp
z>q#u74I5<rG9pd{2QCS3pQwl2PpD9ggOki<_@-w76@cOg=otnoQ<f0V6?k$mJ;tp|
z3JW(9j}8lSghH($vTw_;NVjCVP}S~NPvI_wdzY#ySV_rm{|l5IEmT@R^sODpQ+w})
zz3^BtcC6N8LM|__pKoSnrgBPnszc^Be&z6`m`D8LgN@hsmz54_P{NK^7(r55jrqm(
z@huF2BFf3vJyWtdVK6s3d)u+Ya(P8H|3~8d74McQySk%JXDOdgtu@&BzR-n@<HX_0
zAK!KzM>PJf*6-UFHV`}koke-iU58g<5{x_)lf=M;n^VtEYd!5cQFeH!A3>g{m6wZS
z4U-=^<}bUkWLZB;Q<RryH)5Xk=R_4jQ$t2(a6<|N6re&(g@sK|bYZ;j9Ui`kN&1Wd
z@F(kuu6V3=<X<!wq$6;%KyS5N<C7WO=NY&AiMdgiD?@iI*~@zLk*3)D&Xia|h1A+<
z30DLNh!VMXy;G*9Ox;#SV09IcfzS%W^mPGbH<ycj2MW3TV6hkM8G7Dq>SCx(ZfZTZ
zvAwg?2U2&AFIq`yGxPDc&ErVdFmaaIjtHMQ`Q!iG)^jLt+^OZMsWPKB>6E+6Q+HvC
z*cX7kaOqIe|I((77)-`SU+Nv>;Hq<;Ry-xqJ}<wW3x!w)&E>D40}{tg2Hjjp3mPgm
zB_rbQo14WpecZG+f1iYa@E7vu7pkK`V&lr?vl(85B#3OfzyBr`p?2p5ejnV{CqyD@
zHX`dpsDr@I4tu}q-d^t(4*~=|5`={7L_iHZ)c#`i>ycNgev|jr=Hx7zeFqWCW28Mq
zl#KR>v^x!frk^j0JN7&ItScbCup_32e~&Gsq$u{SrPED-AgO`@V5qOJxAF53=y-Iq
zw!rV895^H<pvP{t6Pf!re6K?8oD-E5r4Q>tqtW$^Xg|h6KX&&HAFqgG?vE=DXo6Jz
zgyQz<XOIx)LI#~`nO=d1R}XcC_--)PvrgsgNo)43IS)>lq}6y~tDw$X*mZr0h5G0C
zxUz!-_KW`OPCXi|KJ&?OeBKk^f(^&bh{=PZ|L0gbxcB>uuKt;#E84m?^3iyW^oIB5
z1t5e&Vs^>C>&XbkJwWvO5?<0P_pOD5<}_gO?y6EHwZmV#`tE!kEiYMYkh!}s83gk%
z^dxz%EFrRx4)b35amqZ5L~wHvS(F;AV#7gDM`_!WSDu88VO&@={8`UWQk)F4*0F?Q
zF%2tD`$DpISqqDWkVxWwJmUSi)@F8fs|{RYLzPY!U^WHf#n}umRslm2C`mBHBpN_=
zF42d5p<&&~j(Xeigt32ezOS6=ZQN;NngqG2edaqhI(0{c5(;A^30)S^o{aquN?)va
zz(PP_=rR2KWT3RPn&K+Z@3QWf>B06QS4rBm@LwUO024n}ajr9JcQtf{&F~0l#GtLE
zY1)Wrj7e_rFXLTJZweaxdcP<@u3IMvf8w9h{8kR%dw0<Dc;6c??^keyuIdZDlfiu4
z@`m-2ry~{n2lf19VpQ?WTX_VEo%Rk^*$=(DpZ(HylCkp9^8Rz3Nw?27E-ZZFyG=(&
z2VFy7d6rhxjEOE20DvfblqBs>n|DvM^z0UyYfTE`&psD#1hGy+nI(2lSEfFvs^+?D
z@M?7GISezea^J<j0$Bx%KQx6f8^VjrSW^scKhTb@zUgsS?t@nqdcN|!Bna6CjUkM(
zunOz%)Z|?Caz-4Q61K>;PI6dJgG$>=G@cy88NH77j`t~{iOAoy_vD)x=4$`7SNz9A
z^q|wY6u1d0@}B}4irH;ffDR*Z?H?AV{yJ5>SD%`L@krrYg?&I-HgKkn4Kqe4z<3(w
z{_=Mh)_6)deE1<}dlH&XKefO1yx>1qr1&JTwS_?XIqfVblvM)M25l;c{JIe^lyOFz
zv$TDQ?yaa}#B|P^8vBT@a;+NvtUj;m!-vNnXs5SxO0HPJJwPD%0`gRXU>|g4Wo5Og
z$r!+n0P~MfR)xo_%3WgY!WmiQ?RwwNfcAqN?K!8t>vO)Z=6k<c+Pr)@sl}JJxDY1Z
zM8htu*BudjQk4@J2}L;4d~v@93wo&mcrmaywzt*R9(-9<UJ4yGFrly(yBglcMyL1X
zre@MGBrPqOf&KAuo+b>c!23Sr*36fKZz18K8B5#CeGt?FH3n^krc_WW0>gYSs3~pF
zd&%kBfD{|gAw_G3kt`|$&5c_tvp&(4Gwvzzeve6f*&%7SD)JcIOSd<eBOn+gyb}sD
zDBZ+4+C-G0@$9$NMEu}-&jbZBzKCnlWVC#byv;A!_qkj~FQCnN^Aw~<Ko?Msw|rzy
zC$zl9U(w`cGI*wV_e+^!=)bVK`ujUh1@Xd>+C>>;O^!Or6ua|^u<msnzaS>iHE>Cv
zFAijU3$PITpoQm~Md|N`9iMO+{N-*b$tPv*@7uof%t-B1zvfAO=+c*^%f(K8Y#6FD
zT-CV&R^Hz4p@V@7O88csUldC<F7j!^cC|+lBGbj#`&8#Ezo&Gxj}C@WpC(+z`n|BN
zh@4wru3cj_<4L)F@T>1$%B~dYi5Jfq?r>CI3_`Mko>tQzh6<otkMuo5YUKQ?&0vLD
zDZT?9)JS1EaH~sO)k`<Vp@2XG=vh}75?WQL1YmS>4U|g|hUMJBdRG;8K+ls^?Lihm
zQjP$;c(~d%FWi1D?!hH!C4WgDS$+^OG>MSE>#JnF=^Ge)#yaxtC(2tS$@*zn>!Cl?
z;?qy>RWx{L^DzSK4Ok_S5WW&+{Ci6(8mv&&Nj|>W&fqINQ&Ygv4vRXsrjU3L?YS;P
z?O%F7AQIWtQ1$Y6VbYurwRY$6qUX%M_66Gi6qM&W&)ZQ4lKIJ)qKKUrXgpJ0rfH52
z|LZQx{y|WtOiWC$qKeWyXm5&(f9ej{-`m?}3_L@zF%^0l{fusAXFT+}RG?PTY1+`^
z*?mX%_9+qL50;;w{<OVQ>gA|5-b9Sd!B(jM*pLDo6E<K0(~lS>(vllmpoxJBL4SOU
z4RFB=XdL&};a-u#nbO&ll8YB__|0JUSAT9w@gXN#TQs#FRc#aoJM;+OgND(ifspzF
zES7%+wJ1vp?@?f{*{)1%)yU(;m=7ZbU>bscq-bS#ytF`_GQ_k8NOBRjOG#b1KD0Ej
z>Mn#&<xXj=7^v%t1_2c~N_qq~iF{djfnTpMX9-z48)7NFGEwIRU>P))dE&4RwkQQN
zKSKZVk<2px9Ug<m2?JWG=!blYd~75as6Vh+KU1}VmmV%9FpAg}^DDUy@15x)2+<N&
z?togp+nDqq-$F)c*ogyROqeun%W}hE7u7qsNC!Wi<~rE=LwiCeKeQ;6+1s+AUFF|?
zk+4we(ok3yK65gWLnXOmb|jthLJTDgAEgsCR9)_O4mreu_8)f&H$8cC&w3Lv`p$i?
zuf(p*vI)ACevdCgJ=P~VxwIq2GauP>Z`k<Zl4SH-Wn{{UP|A0UYajb;M5$>LTNl8T
zU>W<X6xE1t73#s(I5f3C&Dp&7oQA8`fDu{1lVXA+<4SXGPmVx;no+BsI`%+p?Do<w
zDjSQQxSv*mOwi(guA>UnlgzC8kQ4hdp3H(Pbm{1jC}rE(UNXbbrmSo;gu89&tK;xF
zySfUeqVh)NTnw|bv#lCh`+-fkk%Wj~@wa5QAqq|Hp~)!^uq_}P1X?@c;p+#P;In{>
z#b7WKNUUquh+5k*%$gL77mM2gTgYmL)xx<idWFNT>@Uq&ojQjU-%n)Z*h?im!1h`I
zY4)Mtua0mP91jrR<;ve9^70<3+4``S@X9+JDpLMDU}(-&@7dnZ&Cd?-6dky^x<dKv
zFVUksw6%vhE5sDm!o!vX1;eB5oQlY$6BDc9pJq*epIeB}EBOc1=dgYm6$R25mv!;e
zRqub~mw_&72|5b15*839P}bzk$APGb|3(Inh;l}0>9e+Hs)MfmhPl;+DECzeiwE`w
z8je+a*iZJZyzW6JY<19z4x01GD8vBq2^Mq-ZQ9W0rCqoR02yYBJXVg-D9}1yza?OO
z=yrKxXo#Nfx0Lb?+SbDrG^PCnb;{jUNwn$jAg-@T&d8-l41NdZd<}by?9zLuUZXs^
zKO?j$OQhjK=e8%~+&ee6F>C3B<TOk?ck4E`%}Pz;59!yt$uuHp{sXZa{xF^1l)Qfn
zl>xONmE&So`57vr+(ew?SYmQ1SUw(P{xn#%2+fgk6o4lM28oHYP#lOfl)?nG<O!j*
z39WOO`kf@<?Qiv>4|VNGUML@&ay#T$4N!DGohfJBIP{j8{@zw@(^JAWEKKdS{!-B4
zQ9kNn`A9Hc^PCuT{mTZ2W&5mZM4g5;v&I+#((HOgpo0K*9bgI)wjdeZpKkHvYxqZ#
z|5zxdNf<_I6Mh&*RBri_+mMkVnt!EvbT2aB)6ZZ#U=@OXcwAIZFg|IxCKef3PP=K}
zZ!I!n`Jr>b|BXs^e{unQ&hU25mEhK&U#B72k&HY7#TnKDc6??5^&d1j@Q464DYfM9
zu)U$|>T(i?idOf*jA}_oBR^NNA7l^qiqBdohK4vcxRdW<y{!~NY$P-3y(Zj`*Bu_X
zRTCCdEles-`pJH59R0B|*_-+mbx8JklzH2rLiXv7K#LnXaHoC7@o+Wcr44&OyB1$u
z;#<wpTsZqzulBy>%EL$iOR{u>vB6|aV*NU7Uh2UCo(ayn;BQ(`Q6?sgh?4`)5`epP
zgca5(a-<KZFWyNQc0i;mrF{wQ_L5QE3lO?mzLE)@s%VTw_6V~5ciiFtWmqtSJB+{8
zp3ChD(3m~Qq=ya$<_eKWkfZ|UA03S{Xf*O4(2vsdGo@r0&{fphUjKiI;;FB9If)7)
zZs*^pbYjW%WI}}4BD>uQFfxEKW!z~|Jj%9vJ<0K4SHQQu$e7yxjQb6J3ZdKZSMR!0
zj<|l~#*G5~3RlT6d03e_Ts{F!DvZ|QJ6;f43DSK~m$GFaNZvjjb~FKK!u=$)$zX6%
z#?@<|IYM16Q|``7PRQat{2~Ue)!YyFo$RYLX%3B!vkC73QdsbK5o`lm7F>5;^z)D#
z8P^>hY+xkd@RuAOuvgQqbokwE?=3oy{Haf=aJqEvXcY`4pUT49XZX&ifi{jW&XR+Z
zDY_l{tVeQPMCwb;`^q8J9Q^I7$1S1Lut!qY@944MH8u{nmC_`ceCYgwqsGOG_ieCp
zG7FaxB@DhFT(a~%EX@+RVZO-C8*UK&7M%t{g!AzoM?SsG1PB8dRRclQ4oAHg1Li|+
z3YBm5H*aXm3p5<I|7#W)NFM4-DTmLuZ8xvsQ4HuF{Zmpn!6h1gb?roTLF&F<MB$Vp
zkRqQ3F?`iUaW;uC5pBJ*EeoIb=u781c-G)8t(wtmVrCZD-Q8Ut=y;L-T+F?bz#>VZ
zs6(5fwJCwdy-d~bl?OZ#)~1AqiZqw#xZGIu8=lbwVcjYE(c`7w6gp&5!msZ$#)H3W
zc%MKwIp%z&F`N-;v&tqCNtB^3te)Tap<Oss|NLa$U8-7=-SM?Z<|dqZM};!YBRb#6
zwU(fxM(g7?4%eW|&3OzfHxb%`p!foy6F!BU$LWvxa#%=HWu*848Wrq=R;uvLoO6{=
za+L<0NzIdhjO~2jn!+!kd)Z=#E0uh?61=Y$EzkDo3t4XdM#iev!MCR(h0<_%yr1L^
zdnTdZKsapnc$>r4O}Ozi{rg2Cp@}ZUh)02q1#WC$ID>kbGRhk561l<S2KUhre^Jq)
z<AIFiKiyHwkxSm+&OI-G+5}mZ1@S-mrIwCu8y|`$Vu02Ja6)7LeZkH0f&)P#ze-(9
zCri6iRx)bufZC|t38)&t`I(#+u!EoZMUibX$ihKPZklA7K9U=bJgEQKLJo$n5<GHD
zSzM6Fynylg+s0hu#yC<rZ3EdE47xGtgIb*l=TQ~OxFGc5k+19&B-RIi;)ezeD>e}*
zFB(p3whLUlyuId8=RCh2&#Q1a*AlLy?V2kZgC^IOp$nJms2Tr$$HpDUiEBFn8k&H6
zY}WNvxaMB(#4Heq9uI8>e#<rK-W3^&8%z<(0Me9}#=@DwRKqwyG*XK37@v=^HoAoG
z(q61z8K3Mr2&s9TIGBcw>i8xhdMw)aCh*|nxz{xU28BGCK}j|XHzthQl;Mzyn8$Bs
zd@bRlQ4#E2p*%{8Xn6b(ez5b-GbiHBiVv0U0yy3vf<wceC0qZb!-)G88L>Js7s~H7
z4QI&wi(_KmWySbTonYDDv>NcdG#TJEeS9c@q|oN|Lv9-pHbk%M_4SNDU=f(NCG^<&
zMTMi+?UJ~++PR2svSSp-nIfR+cxgdJE6ISJ3|i+7t<-(nuf^eJsLdD*z#E|M;MMa;
z<HAqgRl-5Z1JDrBA@pajsG}S~8qoM<<Dqqm<XnUTsgUngfRj(+8n`s7wnr40J?qS)
zJ~&NyRPu1Bo?}UC-*9YeXZ1uqi5Qu9?anDq8+5p*LW^&}^m5m{3qDDa#e)nO<Zl!s
zp#Lx<v)Kq24zL}L#so5|*<32;9oT6F2rH1k-oAS)+h8na^s|Z(6{ZdXlM$o43@}Zw
zQ{BqP+ZiYLx}t$XCt+H!hu_(bEulsx@bs#QS>LmqK@2cm<yZ0xF>rT+Q@-!(`uO)N
z?J#~2rI|^Ee?>SzJC^XDFdT&G0T8r)4|X8w!z(wcW;4r9E~CHBR12OG`dm*{TT=M{
zbv;JH_z!(sQ6)XfU|(`$xwM;`KI~+e{HMo!Afdd;9_c;ntg8T?W?A~MIo8-L8#O@<
z0C+EtJ6<S5A95o9xZ2*v3>((%9v!M>-NDVQsYue$O58*6utny!u{V_DxVA+=N5r@e
z6{Ua8LAkG(KSGUH9{T8nCJ3CMIgedjw7Fsp0Bcz^BqUNBY;$fOG|Q+pY%z_EI<)W4
z1XcDgEmJ)1qvZ0q*rt&Z=(V?4$xc!H;F7_pC791f%blcm?~k#v)oMl5S<#(7+_+SY
zcKM!IAWK=|l34M2N)VGU--I-#p~E}&yXi_0Qs0Ral$Y!b2SH%GwEap8UX*(mp-Vf#
zrg#J9p9y~nNy+=!eSKVS(B#HaG@a9%sRbv6PFl8a)IT`)<%n|M!s=>Pc6KPxt>)B3
zzY$Cj?~b810JUZb=^c0?Sw>dzDCd)yH?)E5UQ(Q?qD)^Ka>uF*2K@FLPU2V}of-A}
zHn%Tb!WN3~B@mPxmm>x}|Fws{P+-Fk`CW6`>bI*twzH7YD|F~@o1385nT+sHnD<y7
zF1?%FxBXWLTO1nlu5yX*5BjhvUDAlG{mk9zvZ71AOP6)tw!&zm*-c#582mfu>8O3g
z-Ud5TuLg-fmJSA<kXrH}SwJ-(&#g^Prj3O7SuOOamCEwNOobkeC^M%p-$ASTSTLaS
zV_-ZQ8@|7m7DVYV9xi>8xy^|KUZLjZ<|X@ywIP<;*@CXU7Pg-=PPF^8LRTL}q?%rM
zuA{FyL5fW+47D>VsowwPvYoPlust*SE3G&u6#W;dOq{Gz1D~yw)Yw>ZRtdyTZtL4h
z(bap>E>|M%3q85o8HJGglYhmj*78^prW&STSc^6O8SX<h-j9D=P6U(o96UK6_h1Fd
z<r_1I3iv5P(=7Z;=)!IN-+_ly4IlPnjqq1$0U8i9HXKYkchK5C?6zU2y?R^VR}waW
zXe;^Ohwa?)gi{9d6!hSE4bPOD`$TZRd0ucjJ+D6T%i&dmXZ$4*>^0@gM_?tUg1+fA
z5n3JXSJ+lEHam#W=GWJDo*qVJ9p1un=V4v~+9OU2<Xu3(kupWU1^o|d))8`>C{g@|
zopRsEDj(uj=;q8($Xf+tMe89%@j!(5ZKC?7senckK#j*dk{)9AW8zk^T6IQN5Cjb_
zX5ZF07BO@!f4g;#=i#jJg6DX!T^;qgmh-Gc2^+d*AVSAAiUwVs#@bt)EA{fg?MG;x
ziQf7RkS2V$AhsVs<+2qN%LLp`OF)PWw_+OBFVhi7R&mSe#!ZiocJhl}xPRj_U}Av7
zz@}=%Xl~N5--S({oV|vJV5QWRbaXWYa2dS6z1D9)FG#upMhtTML07m}a^Kmpg#54p
z{w4S1GP4JsgQtO#gZkKg?pT%_>7UUCr4GX5dcFR?NTlY+yYv(Ot@acb1sKlPt_X(@
z8aHt7)737;S!bt&0}~~9?@+Kq{(OKb3j&$Er_lQ-M_xKrdtN;`s=0?<=!4@pooUF|
zH8WjFH#J<-P8gT(QA=cecyC0j8C?2MTdNB-1mmw#%h8P5-$HMo$WDjJk5*-(t46Iw
zevK!CN)(!Ys&@EQ{7fMF(0MDmA~ovAe_J9srBt^AU12#Y4sO)Wlh;d_*fK7-)Nf`w
z+h1-uvh+QnX}=vSYECt9`|0LR3pZ!lgja2~^E=S;cD^;t2e#1uE<o167D7<Svv(r`
zT)O3W{<gOEhAy0})s(VZ^Iq`dhRM8%Wf5hcg1=fzIK|<`gdP03rv+RDAx>YXLAw1N
zzX?y#e(V~}u^=LD;s;KL0xi3ahk)u7t{Q#GFs9t`cHN>gxk4wtr|{?4KZ1}JWB-=L
zY@#XSrQg(vylQmgcU2zT>-fgsHxmIhnpuZ;6|M&eiUFX`Krru_po|v`-P7jg)JEGz
z@590vb+a}2u5U*nPgXCS&$mjI1!zx)|7UNntYCZw^l9yTG`9+nrC^lt^z!Pj$~v4%
zl?!P${j*!UmxBI%I=a2r)zAm6&CBrXOg3B+<E)9Oc}?}<26NY?v}*8QPt6%O8tm5P
z<^N-%JNv~IqbH<5SwgAWO^U_V*JjnI-r6S1N1)CpJnSBct7afHmKg|AEVEb6-SQ+G
z!DV#RHw07m^DMC9MJJ38$pESXyQh8ddeJA#YYFAJaKJ0U=mOnH6na2#Hs^rES4IYg
zN`Sf{Ok%Wrae4Xi_*cT4{si%;W)S>U(*p(!@Cr1V;si!J<4JOH!mM2#>A!8@wMCDP
zq!NJM47?DfG3LRi8MiJ(Uvyl|ya+%F3iLjC2^R@fuR$~s83{tQ1uQn(s0dbf_nU|!
zcI?^W>zExfLxXMD2ACV}6>GIhVE6&^l0>dPtsw(_O0EZAJ&?QHu{K_v53f>ze`0y8
zDt7tM3fnz%F$c3B-H;1u#MqRSgcNfJi<_h`{EOeSos>Vh_9Fb`$<twhZ0c936n&3e
z;^R(y@k#w8%>%PvEM`)HlxA<`j*=@>F)`_EzpKIKt)jVZZH=!c4=0;jWl`+xdrQqt
z{p{1&D)^d7j1S-8i3hXv)V?%~63xQ$B64dR1%ch@w0)$uY>XK10Z>T4+PTnq8YL{b
z4SR9?YY%=#{HoWU6tE8}XjmE}Fb3n^rk+x5l^xyhYp5|bFU0&Ly7<`9JMb3ddro3n
ztR{Y^>tFSyo5D*|i9}=t)36IcK<HVL`|`4n?*uqk@mD*AhJ*lwCPi;C>ZTv^^I;%e
zm;8Cz5*>!*N)UZUDmrn5x=Yo!vrzw4yf&31*6Vfn2l!V>^Cw8`RG$m%bZzkS`;!^b
z;6vT)4_{xr|MwpOeg)H3v~dJm#OuQfKjV)+B+?5)GT}X%+Oik#0ErI<MCf~;=%&wz
zyfC5+&jcL6vraH1fG75TXUwTLsy?3U5j8#h?pLUO2%w+Kzg{X~U-L<Yij>X^_5bQ~
z8t&A_<;CF@;qt}jcg_L&lVuaWIzFj)je{1{sz4`CkBmBTs6%A9sHI~aCqv7TPM(yZ
zh|?wFY|*y{7BAg<Euy+_6tGhjnLOTr4blu+p=(Z@$=WR!lI9JpiR$wqM^fyFTo8J}
zLn4gPOxG7XFWn`n5U{pQQT*fP)BeWK{JrP&a~{jD#yru*)q^Uo1}{uYRVDlJtIL@x
zxOaMc)u-3R;Wc!52nLc<FB-0lma}qlg23U_6wsWllVa=cT{eS_T}7*%mo*=YZ!KM#
z$ocoPyC0#_#{$j7OZ?#VKZ~j}LN1DVbmPp1^4oIp*Ar0@fz}_?&L(xiqn59*?P-Os
z@~X0iK~Pk5v_{cj*n-3dp)voY4uNI1ol3%7t2WNgxY?+V%C3uzK>=n^wVcN-qMyOQ
zv$fTA8N?|3)76521hGC7hcg2mYZ!>QW}G0bV-!U`e+=Yhx2e7D&JdWqjXB!3S2iRL
zS}krJdS}O<z5i2c#fu#D2#cFkB-T&sqiqlTFDr~09%eL%1qNmV-9&{-lh`63-LBpB
z$G-O4bX&TjYQ3)|#o1nt=<PbuWy~8W*#h&7#qVS1cCUxEngOw`&dUHo41nV3!;XR$
z1{PS(HcyBs1IW_SKmpC(;v!(}{^g_&7rew*n;f_azx`HMbQ5aKg@Oa(1@XR@{yBd4
z^}NIH%%M;`Zkrvf)pIkyxP0AZZ{!sjbxrpB-97jiOF|SGKYjX8em*iXGN#KCx=)yu
zUfBIgt2_>^G4%K1QF1FhGEKM@2WAVzv&?tgy+wXx`-yo@h7|%q5W(?zc=`SLQ;1Qf
zV1$A?3kOGw69?#^TTRNK6U|iTwf-46C+dEY-sTEzMSXVJq@)3F=S~lEq$KMG@BN<<
zD0qvL-Lv|xkTi07d|n~5E)1;I19@}F^>14?XXNLq1tAdPqGJ5uxa_UN%{QbFWOAPL
zL$CE@b>X+mw5z_|JQbCo&gl63so!>?TJRW3`QbxhVd1k>t$=sK;ai{Lpb93|#78+V
zNQ(gfZ#D%Q2{fs*vwm{!IMdCqrCweSEFIPy#g*N#5B_;=e@4V<=b7GWAh)t$ad7T=
z%chz}N1Ik;7$Kp1R)kjS)h`<3#yY&)@*$3v(5H&B^Ygu-H2w92E}q%pu8obex+XXW
zB@r=5N5@wHo~}Q(F4JQiOaU(|Q^ZGzO0SbT?R9tb%kljbFWyw|&%CwVvG=bIJ`sc)
z3}OT>(zAp>zws&e$90qlhEn#xl%MGWTcpZx+v+x}6l<;x8^FVov~sbkp9Oi0Tz9E`
zVlUd*Z`YAJAe^{8yW@<{WLGOGf@#QXNJs4>&9!K~6BSK%P1<<_Lm_9;JRGzcOvXBi
zWJ#IU<}8<zna)&I7iRE60?#AhBtn~~D}yLOTKb?s>q6}JR}Z=8Hv`5;M?0d<NWyUh
zXa|Ud@N`(Hy|}pe0l+~C3BGPaagMB_BGsdl6#O0Z7?QOu-rei<chGb~{!2roDIdn~
z75Q&8kbU^piH-aB#kTQS^I3`}q(CzM!>s^gQ|YZ=tLVI3dD@%LaqI0d;u{b7K;0Y0
zLocx|@A=?~EwFF>``C>2-x^*VU$dxb(>d3#jm<<65B0j-xmq<!#E(@s<KHXrnALb+
zb<7GYpB^p0s$9xyzOzyDVPH2~zF7vx#m4jAA2AAMpBGXSRd8IU*;F+(!Qs-f1NDG2
z8o&ZIO-A$%<OeYh*B6w8_1${HCRM=R`2$$i4v~0^7ZV1TryT$H!W&s_H&-*o&gpi2
zwNq+xlaLj&!5r<`6<+GVtVe$`JJn^8RXZW!B*Odq?So4YoWW}}?|c)kUJ(6iaQY0N
z(bNQ8sg<=g(IAld=oB*D2Mrl2;dGYG!f;-hxw>To23?6(mQk}aufJa$w;Q}ON3m8Q
zcKeBoFOS8IpI4?3GXB59TSr6xE0-tQT`v=G?GMM?PtRR1^-lb?VGSBI5iqcE+wZYK
zTra&Rrs|`LWMoUV>qT0>%WGop{d@y&1zyS!#4SJg&x>1!9ksajDNj4&V;__t)6w#8
zSwv2`wZlI*7s@0k`S`+XLAnB+3IsFk_?!{~)FlOR8b6F;+BWEltv09lf%UzM>n}=q
z9Vy9PkBxN*<A#QR<R&uMG9xB87colf`~v8E`mkjwp_KN81zw0#7<C)P$c_b9uD(<-
zO>phZea525bN}a`&sawHt(<6emq4y?z=P+!t(@xb{P_B0UyyPz@z0~R$`i}AO1ZpL
zV6%jT6zHQW^K5mQU<w3Y?^?pcQHr%yAgonY>A)t!5^~P$EcBhAD5a)@mE#Dc5$N2r
zY~bo>xgeUG`?Ig_g7c>Z83w`n(}Wps7Tw108BHV=jCa3!912F%{Ck;io>xCyabT^V
zn-NLzb}lNPL5w_iT|sN?PDS7IIbeGkL`!-*vOSE$nR05vsM9$?FZ0f|1O^&;Q0~A@
z0x!p)E_D1Z61P@dKc(|pl<J0rgn%U!gh0?`l&S^VT?2waW?TG+h0%)hNy02yWsxT%
zL{`~+ViTeGG#neW>|zK>T;YM`m}*cYT&0#uRsoo}rOZMwUQSaJ6mvU1k2M)@)?Z)W
z-&0TVvhQxMe)ly`8|iuc^~J6}sI-w=Zl2^M?!BDrN78H(Sza(5RF#>qj!oJ5Y?>Dq
zvF6M=joooyO70&J9D&}(jW+Q3C%`5R1bL+Wuf$QoPr<gXJ6=HJ+jIo*UML5kxPbrq
z^oA0UY5PywL7&xRp^GA`xg+wlcYHju@MhOt+rS;Gfv?8n!H1=J>YUZby`z&EM?4;h
zh)?;f<wgf^bH&H}bAUfSLAkOX{?KOK{~2#`B-C2WcV9onYeRow|6Ax{{n{O;GsK%d
zR8WNd@#o=uUKi;3shb-`l>bt65yL!30EB+b2f(6wK6SZvf!2N1HjFD0DRv_D3|oG=
zBn0Z2D;uG^9#7JQB$GQGhjW}>b0g+nu`5Pv9aWBqz&ut^m%nQ->_X#4t9If%Gnwp1
zGc`wtx@|G)ptd6vCV~~D*gd>t-O>B6=WNhd*0%FQyJWDNe2zac^1iCVxATqA3C16J
zss0kIBC~$;{ad4@ovSUEK5H1+Mq1rlp6h)D9;<N1EAY@Ex6K<3`WvEO>M<V(yH2K@
z6XQ)*skjwrK6>M?L}#SCp#PKl-gxwj+Ts|pP~S*(U(WuCOXffB-Pt~?^GqsVhGw8H
zaQe8PQYMz+Q3HWAXKLT-*^R764C1(_;<M&GJ3JesA^#Nzr5|F-<$kyeZ?Ki-Ru{hA
zu}7D)?*7gePW4R;$ScZH<5L%mADx~%cI;S|)D#SoEbMmO)BxDQyAFTR&-@SuSEi@j
zLUyP0YL-?WwCWJXgW7;V%}(ADF~nD+wTvX0Orv%PV*jx&4$X}G`J=&O0~}+M;y~o-
z6`1M1wXUZMFKhC83Y~(1;b3cO^Heb}2}P?TdI#<u7?;0J6~7Zb{l3&>^`T>zuK41`
zkk!fzGAp~C>2{93|8=U!{@%68$Ydk(r6n4;%+~{oub_9XDxU@`cSy<Q@bl6fZumsO
z9>ay3CRb_A32wU4h|%+>wfnx<@Vq|8pa2cGlGJ$yhBoCs3s|)TWFFiAZeG$r#}28k
zMMPuwq5T2%?zz0@K4|7%&Z^)E&knWvMPJ$LSBh5#yNdQ5{4HdD9C661o^yT4wPWL1
zd$qcP@CNr*@|;*iP3bMnRF7C=N4En(_us1Vk(nG_KD<4M&2UEDiWTDTCJ|6j=k?z4
z`sM8Lr9+0dkOu^~knlHxtDZdmJuOHq6$R~UYhPqR;JZN0JS~X)gUbqVagKH{;`GMe
z6aMq{58E`2iOdFdm8e~D{#<R+fEfa#{pvD@%UU^8`<eDr&GkVG!D-+55+0`8=#6f<
z_dK;o<PJ{<-4`@y?@J<vcHo5<<8QS|5EYF%>)CQD*$58G#uq5LJ6^NDxwilG?(RNf
z5Pt1~|DO6YbCKkHzBKMLztWh^SR8hL+Nb8Hi1OH_v9h(id<oB9I)tENv)yrKDmW`&
zr`GbTkw`{px<J|pvLMvF69<L$L`<Pp9z^uT%$#^(1I8{IP0iN&pu0~yJ>y1DGD=Hg
zVkgUUHIU*fLe@34TCC^rYw`CE2*#|pmg)1G(IHMa*OOGTPLk9zRHsq5Z_&BcB^*D4
zv1fWlK^xEdzw&JMd!HKLa9B}VS@WsJwyi}MIdPviIb;KM;V*Q&jr)>q%974949shy
zZQwMR)LMk8OQ3oY+nbgxD-gsLX)zbL*J-;^hp|u@4rco(**y-#RGX!h|Mk7BL%PSB
zlq$7CbgS9s&Q65jm{y1>v3{uE=H%q$PU=z#Yw}MvY@T&y?bv~IK9&jWVe#6$8Rw(y
z)TnFi2WI#6C}Abqnb0$CEU@9sEj#{CdO3XNu|dVF7u^XH-OK2msaIlw<r`!??iS{Q
zh5c!3LwX0m?K50MGLA(eB0Wi34BP5c$a=YN2pnAP3MRGx60P@?vFuI&IJ<cn=wt5(
z)wGsQjQtiahqmH_8UQDxUC$uzNd?3hbF)hl#Hy#Hqt39mzYlFHG{|p$(rQgSqgf9_
zW5?H(2`L#jHIH%a^1LtEKc2iFX*qSH?(^<{!^BUnxUZn;UT^Sgd@V}9E6qFUeYh`A
zcZ*@=`AoKtzMX7Iul0*4!;a6;E1J3M3BN~Z%YKB6jq@XgxXtSkp4J<gDs2yO^+JUu
zK?Y-KSC|vq8K{*tG~?8GTLAQZAy0knS$liCLLWqw587vtz#R=Ywv-3E2on_Y2s?c+
z3&cZkMO-=W%N~qTXxT%m+JqBA3!C&Gebl5==QFtQykNy|eMt@^7!GxKph{fQ=Y*}>
zf!XdZhtpBwIw+uI(b6mEUf5?91{>oXwd{t=c26d<&R2{%pCEq0jx{Wx=I>nxbParW
zXE{V}t~pl??EtHIw;|&hhz2tbowXb^G&RS<5R4X=$denIQnS5kkDc_8n=Q-k>t7@-
zqT9lwo<>Llewoe-iKX9Xok8&dhW^S7iPH+|@S8)A0z(pvt53b43RM<fk^ZF5^MlkS
zY4pY6bn<hyD)L(@{ypUslUcD-Uq{mpdxA&n|EuI3fwx3j*0QC?Yuj{xbPs$t98Nuy
zT2i8uyU(qF%=t^e=Jx0E@*Zn_*zP26u8c(PaMt(+y&Q3uQpxCrJ?v5)2Agt8bgkv`
zV}ZH3Py$b7pJeb3B3<q2dBuyfEY)>FumH%QS1>TPYJuEXJ(^q(kHLkoSC0bqd%rEC
zf_j#Sscfn6n9ug`OZ<LCiG<Ws0Z<g5y!rc8RH5w14z3;rVG}p=cIKRKs)$b=P4Qg1
zOrqXd2V3MSiC?ghVYkb{w|R2XWE8csdK|a7%;r$)v0+JE#KO&;*qaQ{0a*XR$glYK
z3syxDAXVN|Yt)F!ixPpq;PwskA^UpYIn0$P9xg*M#OmtP%i)2hEYN5{K_?Eit>KLM
zhBa^Fu4sdxOhF1ps%e#{PYwqIu8Bt5EQ<I!y-0Prd_^n&Z0vUv7Dati2?i?ly#9CZ
z-hrqP0Zs{+z~$HQ4_yqcK->@dhV?1XZ?wkGh$FZr2~p^ny`l=ir%p)i*;BYSR^dNG
z(<^fSRs1NHy4CBrNX2%u69<ou&nKae0-+C1_!clBL*jIS{^LPc(A<8vcn$j>oz0Oo
zhG++Nl{(x0T+0vFYo)kmv@b}qKj&x%v)I+tOVIH}%|6Pxm=X@kp*|)D_Q()%WXwH_
z5rdiAj>*sg!$bkc3p6^=U4mpuorCJA6J4HG!TGrFJ%<%shOcH)g%tW0YW{@7!%1wY
zO_-Nd^$E?xHY8qItqK&9{-Zz;u9vF*nhl)?Y|NXMMDNn_B)iayO^9#2<VWw^oPDF=
z4sLbv^_J5fV6JHCghsyH33y3i_?}>uq)g^JFNntguVQ(7QC?v+mA``u0m+bfC~#}(
zQwDsblb<^TLCy0h=P^*zus|*8F<&bz$&tQcKUP`HV=c4{8})1{yDLGsCcr;@K_r~?
z)9)MJEHyd|tl;B#8qJmaY&7`1GZNXqyuH#cz1g+khwBbpc3AZmUnt|nhn~#xXulM5
z4}u$7k}aBrN2scrj7QG?I0qJvh}P|QLYcf&Ve+JggC2z4`BsW&#pBLZW1T8|h`abX
zcD3w|QA6uU`msGl_jw_U?!tfHGklD&7$SYMFV)SHRa|D**w!lLxRA&9H&`G^0F(i!
z2$2=>ME6}*)o6f8=A+}I<?B*(%6%=juXVhW&Q0rs%;od?Fu{Rn9>moyS9s`;gHZM{
z-x0|ZpZg58%V{Oh8ask#CES91j<wEAN{Co%v9Yj#HL&7Vrfnj3Fn(L^)+|G94R!+a
zOqlByww}TKuv?_@zSq20QhmD>*B-xU_Q3X@HW!{RJ6}53PPO*!mzdR_r7R>|F;1{4
zqI=PbxFnL(XHy+`HQX-BZ-S|{81~2cZf0;f!KS!BU`Sern)!n00hr!j+)Rn~gL#zb
z(lCInkF~P`4yTF^!O?vkY@D#vCYre2q_!}Zk0;gp+78-JhIo%L8+%`cL!(z*JuxvP
zCh2~JR{V^So3zpm>#m)gGyA^pJ3Z5M9cfmXmIXDC=g3>t@tbyMIW8?^89uV5G{Uc!
z#|Pfkf-wT1%6#3@5YRP4Lhu{+W9?3mhXwQ%@p=XQCN#-?v>B!R5n#FRUF5J(f<$Nt
z;SrLmVBH^ekTdM;9yg4;JGt*iKJjboUl`~0=5*}-puR-ibM8R}yUQY&Y8CESQ`l+>
zqt{jJCF_vm#9`q*b+yW~Dh_~|YGIQqq|nUW7Va<uy$Zxb4UUd7RaF>#q?LZ*A|Vi7
z+Z3B#j)?7;9V$n#3)QX#R{FkdpXsx7D{s5rm~x_4w#^A3T|k-=gk-H8;X1x<9*89e
zya|5uuA36fbu@mhKgCE}qi(%ju0hxR-jCa!7(85am0s^qeRz5G*y@C*7#6oE>9&to
zxw$=LJ`7ugaMcj(V|9>_3foUf44l7T>LVnBmW0k{LGE^`IkH>|H3Jzm0>B@Px%4R`
z&?h7!WVTD9mG?_SIX!vVZ#<n$uu3uAnCmK?m^T}N2SjG&LmR?nn0R-dPCR*NQTwWi
zBv?CQPC>LE%yiI)|6JUh*2ZgGnfzrp=~txld2aUh>?bAl^eeprN-nGw$8_K%Gbo(e
zt!Wyco#Y^&r*`vwb&P!4WC?^35Y!5YMe7-jW?`LDOPVa3*MGa$kKjP-UB4T@I!UI#
z8f1*7W}hhA+<*J;n`YDG9@+MJVS>hbXX5U15ZA>76;;+r$XB3%E|DYNgd_>O@1DX_
z9~kho>Fno$!0hzg1u`;TIXNX)>(bZK2af!PJoI4zML?biZ@ByGzR&zlcnDyE&jeR5
zGs{*hngW$Tg&hS93^*?gVvi}9!>GsU0MmJ-;otmVct9|NK|m+?y})5oXLMKTqA-D=
zw@inp@m1n)GrKlWWYte&?0>68^<GEc^<b+?!W2ebZEZ*G*YF#33k@B*k&*qa>e0L0
zu~Upi?!mZu*kqYf<UM=E>ws94Awdi3BwqOb?aso)!Xu7I!mKeN7){u&7=!E&L}`%}
z${a$gNHnhb=$}E3IZ1(*miU!#+~7N~Z^*yz79hqEdgAazJ%R0;OoRKrt}AuzER&ij
zwH#zb_=7s|gIc4jp*I>3FhI8DEm7%Ao?-^1D8zFfzgqYGA%)BxN<}(f$)%xp?#k*6
z07L<+K^xjC#3*a&*fR`iBOo;U>cj!p2sm(7<OX+q;HLnh!V3pKNzD47>RU+%;F++G
z;h;L^=CRa+w%5#+NfhJ<2dCG5R@@dTZIO)s?}>i+#ff7yay>phVQFU;_<M*YhCnE1
zftOl-GZ|Cuo^rR&h&kp2a20mKw`-ZGKhcIjj9N%;F62MBww$W$$Z2GcP{&~8%J@Nw
zs^bSD>bM6WdS~I}WOASjzLS38CMZ82ax0vx5KZ~uic7@qr=Oh|@n&FnC90fJQ<DU5
zYqyo~1xpJHd6)Y#utpO`MS!eClp);fdWdk+CD)FI&ohScCKdUvSLJD?-}Q@)zj*sV
zV9EDms}p9XVtRL?)8QlQjN`C+{3#k`zrOj_$vsSwL&W`eDm?*Sf4=jeY?I*77`P2T
zdGANqeeXUUhCo9n3q4ku-V;#grKF_TRGgyr))zceyKgTqclIU;Gx|tSsA_$2V{rdg
zc9VjP|5|su1YnN|4?ml=Qo+g)_i-l<czsye*^{>3G<c{p;7XHBX4NAqqM0Ip>!qL_
z5!cf{DExJ(Iw9R5dIr3|0ia%laPY4!El1({2loM{8iGR3$D|b%Mfc}vtA;tlm1|qZ
z=Ns@3mJd;N@f{_QoCWOb;qItf^4?Eo<cBJhA}eRDO<To(rSpq-Kc{zbpVB+CeO137
z5ce`v>v0_x_ejASuqSX(fou$m0-apcyhr*FMx6G88l~Z&LVGSTk5iT}E*+i$gwX-|
z0-ke-@!9K^$m<IoQ5-D}7_m4tDx%EM4)8H3iWO#5!7~E$8C9_Ss^hDq8pP-gV!7|P
zO>bmpcoAgx16mE3UnaE1XcAuszC?paQ;R=zZkd>`1jr9S5#mwbC}^kI0V4&^UkkwV
zWoW{U-ex*Fw_-;g8)yBnSXIlFiu(J!NrsgOC8ebgQ=yi4qdrj&mwYl+A)yaMcbwO1
zRVe&5A!}ExYspFwh-VVwM(l_Ccvw)%>@VcAsMP1{2fM%zT>c!70+Df*pojYM=$YC8
zd70W7+DiNbTvvl&=M7C7quo>Pv!O|TDIq{DZEn80chQY~6hgMLyl?ZraO4ogNgwQ2
z6|a1l^IK*%UCJBxIh&E~8{?iI4J{@|`zd6Me)Ecc5Z;ieJ69dn>IoR#1A{s6J?BzU
zphFMLvYBRnGii^3=M6vIm#(JDOWiZFsz#Dgt@R8}GIEWq9E$xnD(FqHsY*>OUV7N;
zK7IdvpGwlUS8i@PFBLp31$FRr$_szwF+cM+Xd*3_4_JBPiD6eid23gdb!D}!OJM3@
z?5!T-aVbl9xcqWz-)NnYqRKE%_Y4k(V)x<tjEP`(nFqhe)pr6+5m&)>R%hhEew4P0
zb~5dg<h5((|M+ItxFI=0fd>I-(ur9X`2|xASTcyXTQq9-CQ0lLSG3w1aF@94>skE*
zEVn<!P!4y<+}jCe7VMyYVzcc$H%6G4?aB<p>)67UtErz#LbKbW4m_OE8^jgW6>=B!
z$B}5CG1#wb0L#0<bELAL0$ZdL9lU4Q#~hn!U{HSsyNAMt;-Ju0AkONqxp-uMr=9TU
z41QJ^+JL)C%~8IwrF)1hnvLAABNeQoP^ov;BA03wW?^9=#*%xVJz7E|yReu3!nIl9
zu<zvwoo~~tzjM~;q+&l@ua9EJG9w>ePoRdwm+qeYkh}HFlnKko>hxtuh!lZHS1NEY
z!JJ+0fbJ%~M$kDxpbS+o41v_Nw17x|(#iwN?|Q&{79YwkewV_^6J0*qij%uu5|xzy
zl6bGTL$(gystB1<J+US}IM*`}YXB0HN0(uW0Lnh!pz1XsMI~-4da$ib4t6Dgzz}Ez
zAPHR!0amMoE2r{A+VeXu#*R(&T;rQxg*=X9Cf1IvKes9-n7G5*-Hb;$YJ72U<^DB*
z14&YB)*4=(#n&eS?k}^FZ=mZ24KYHl7h=1Jt(rmABWf2r0m7=M05lFnjXI3}?uyOA
zl%dV%SJTTb=sdkU_#O6v=i?@jy+-Tdb$s9Ws#ON7983>WCscMuC%7YO{Ek*fu2$8_
zT&vg-Lc(ufyOE5w7_W96^W9&04?Crw4u1}gul;@LIw2psPc(Ah(bT;94k2MTSUAfg
zvwJ)@*STL)8;+7Z!@}k4_g`fx&Rq1Z-}-)_^7>3|jUJNTz*$JjheGN=*?lj2virQ?
zIga2URDii)NPl~`2MFIGE%O4vZATv1{ig+pSVICq&B_W;Tg-Qh7RS%zr=vt?*alKV
z4*R0he>r>gj!WzYDblOp#Rrsx8k0I{smvHio7Tw<J8M+9X|83s;ce@#(_6@qBMpO$
z6~V2Qii-H^?nt3M=vv+8cPo`lp93{UE_Ac1FYncVw<YJ;CAJVz<`169nwSAN8!dyY
z;a?z(5@ZS2JoHPSh$<(QSjSYYkvbpl(Tq7iiN@+bg;|<Gp|7Q9#a*g<pg>>Y;OJS2
zx0;%8^%%4W0T9<)Ck46ua96k*t`pKGlkQzySXn_}zR(;cpGcFFa4&#9fuAX0POTiI
z$0BSBgRTI~l27Orv_aYfJYfxjVSi1{ald7Ub>wnm-G<=%8f;tYlkF0x9@&p5>7-4J
z@!d~F4n^H1Uurod-T8&y7{6Qhp`tPs=$xtxMd2ox$xs`(X^1nYkip49m%5M<Jx5#z
zN8C`CU*U9!-`T*;L~jsdi-1+QRln1D9Yus>z1Jg*f0vKi6WbvU*nV9LaLgR6NuEix
zD?DNXn<%}W>6}nxa?j4-b)2+IG`1u+!d+T+KkA(H;l>fSI##EXs5_`5#Y+ow+Pv2`
z%B>(`4hWckf)iRYI15T>V84iIXz^vL+GQ#6NzpfcZfDlp?G?(nWj<Q*ZI{bS;?9vh
zX_lO7*^!fqFdW{MMeDtTx)(H)Z2#5nWK$0x%U33ODS(M5s|9m&!!PH6OXT7C@hbUX
zxcnij=i1&k4%P1SBhJRz+GqcLgMWJCq$hrhb~&f(F~J|Nh1FyT26YK+JlXLfa{8h=
z5c_zQPfaNs-Wlf*nf0(bqaAOBXo>L6VXKOU8@j)@d{WIyhWKl%1>4pr2}3L@f)tSw
z<+(9p)bCU5b;_tRi&Pm}eb79AcMh~_WI@#d%;2+I5O-GE@ynHpP=le9Q|EUOVFO10
ze9Uc4P3mS7*h~u9TR2>$wE-23Hw{51h19pLw`{e1HXpdv;?LK{oT}wXy{OJN6&*R#
zZ=1%alN%EI@Xo~tp5tsUb*L3inA-a?p+$PN^Zmye_A{B|E6)76QGd9(W5w}hZsr-G
zY5ugXzn*4xLe}@i?9^_M6T|8Wfr<&wD*!P3d|&Yl_T`bS5q28<w6O4Fe#EY57QT}I
z)P-`|TAt&A=l{&8-Ru?lL;}lk@yY(KqRg=ZQ>aZ;z()X!kJ@N4Yy`R*K0U}au6Uyp
z(z7^Ny!EQ#Z26Y`wEpVF8++`ZnBDfT8}TY;9M1k4NLECw*yImk&#uc3?(r(wQD6%-
z?px{S)2^n2pbXfU7L;7+r3qnb@C>KSLnaFRi<hcICx5pi40}otvG|lwnAV8PvUD<#
zK7Zlgrz<2F9%#mb>yt7<->)wub~W>>g{qHM`FPikHGc=v?r$iQWm!X~J}T3@{mf%7
zcaw8(Wq52aehpV8;J*xN0Nk~-z`HlzaNBR;+%M&%HGva$)hiDPMd<NJNbPgyNtQp%
zQ#m(^R)vsd13^$s_jucW0YrtL3G^a>CiXVv@lyShw(5j8DjHPR)O?SE^XTAE^z9Dl
z_2Ah<|67g#4<`r>iPE9cV`t+Yz&8je)N5?U*4Br%84EAZPqz*zXF=e+J1bNo=5Wl!
zJ8=dQActb^(#x#NL)uWVw759-nUL#%?;;+zc9m=HI-Tz^a&o_T(z|OT=Wd0rO<b55
z{h%qx0k9Eltb_^ng5Peu-*@eXy?&2d<I>Qn8Y0Ju>3yLb&fhrE`Y>`m<^#4_dGw8S
zA~)=e<RQ6x#`V|x!Otuf;Qt;qeA)~&F@$-5D~wg<%REF5(<|?&^&2Z~T`IbCD!MmM
zlcy&BnaSYo=;?*~ipxjc%r2E<!Ws+;G2vT7+uha?lcMOIR;Q!wV$Ai}h{db`=u087
z12iwcFO!dUTU-N224Yma^&Ep$)!37rCjKDZz;DZ|#Y+F8d0)J(a~QgZbh6`n+oD@p
z>~uBM?v0IWtMv%PJ#bG6{i`VG^bJi^+}23_xc&CoI!}@#)A(<VkGHfB&rIRBll~yA
zyx;F>H-zseW9dt>t}L!vmR51>wM7;?UC4CsjcxOAxa2gT3r36x%#fnepc|NSwDN$C
zQ;2uy`OUz943aYO2i+oQ^hT}z$r^!v0@z+q2Pi5+ACZ1Fx9m17I0bAR_f}!u3!ULU
z>SyjSE|E90p&YwJMyKX8c|=iW=O(@1-UCmes^<&WF00&s_G~KE;NBzEKMA4Ia>INT
zKB)Hjm#$WhTkG0~>Mqy`*FnQESXTeu`Nw5q`p|}NIv%Pr*(5Yz$?J6x-f`HWkKWTF
zX0H<F{Rmb+b{hV~6+unJy0=SO94iv>g8LPc592$^T5mvy1Nr)aZ8zY%?6Veu)khD?
z6wORt-9zqEWY6ta>Q@BLPwBbo2Z;6PP14kJNu`i>3C>oHxx&JXl9H10r{j}k&hGA&
z0{fq!BXijS?iVnlcO7d^|Hs~2MpfMgZ=+ZkAO@|J(%szxN(zE>mq;VsU;qM23J6F@
zN|$s>h=6o==cc=PXQMv<_g&|#^Wl6w$K`qg_Ws2kbI)9J%{5pB578?AOVDF!6}%Y4
zc3gq{yZm*a5nZ*ED~Sn6Plxo`9ZC?F0KGp|oOADY*D(eXL3lO<A7tI`Zf&+~WE758
zIsDicIBdXG;9sJe+Bs}n<!L8%KxBPzJ3V}1_G4@rdNuuScgHxY_7K`RiTFz72n6Kk
zY_}CN6g!h41_GE*R0|?lL>a)buTFuT+OV^jZL5hZrq#{1;T8vaW&T_~I?)}OH$`Jz
zLynD3FL*QtRPy|6J~L0+^tdk(^9t2XS?jexL~Ye~x(fFbgi~*n@~eI{hmHOEX|@qm
zT1;AQ!yRgZ&)m7)E$U31BUYDCA~dWe)axc}-#qZ{KG=+?Mz7(X|H3*gpuJbt4@IR1
zpwjirNbpE??Cf+e5dor8RxR|!>#uLQdK$1aAvJKgiCU+g9rpzXcKJVoLMTwcxk-Qq
z#rxaa(!)Fg#87W}Jk#N6#q}E!*C`c75OqS-XB;)P5dsum&;y4}rQ@Qgs9NdF?w0@%
zFvY6q?)LWY!>2y;PUyF8`A-!kP{FK2PII`-scw>K(9Hg@_SGu)e(fC_er$il+dyGw
z#Z=`7|4vGRn;yrQGu0<6PZ<+GTAw<t_Z3e$5rO8{Y#r*A@%VkPbFuTj?@=M^i~bhk
z{7r|q7&@B$!`?-UWgs4eWUoEGZ;nt}Qr7SV_TLio<MAyb$5C!QHwZ<oD%%1AHH3Gn
z#6H^qiUge)7TU)KKFrBs0a@EG0X!lxR~;*@w_A7^K5%(JBOeAwmQ%e=Rm|v3|0TwO
z{&ok^55rhx$b5L~OnkLZ9ryTlp+U%xc8w>SiaBcQ=2Bg;t_bz<DG<_~@}te3C_`jN
z@A7-=zE|sz7C7Aq+;Z^Pb5PJ?#PQerriM(%e84Z>`9&INwVc-o>nkdS8N_`cPY^o~
z{--0Lv;!VzCq{+Y$+`1Aw#KT^Iy6%yFJT2Eewqu=Q6?Uqp>Vfy&ZBEY<au-%^k<Z}
zkG<rulIcUQ*<*-as-LETvC=bR+Bf4MXf&o>O;3lT@~aA65w-(VG(zZ5zIKD-MFeSK
zQf-Ts%-?N9)=I_U)3hQ*UZr~p81|4z1fWc$4Ab}Bf=Pk7dOaGbLo%1}P#s3mm)64c
z?*X$Dj!WR#ARTrnz*3;X0`L~7`_=aJr-G-KnuV{@cl~Iv64-tK6EPLl4o(l~$jy&A
zk4<4YT;RKPloFj=Wp$~9p=wP5q6rYA)?o0*nAbu5kYdagK<YOK((+3E3&MFkc$+u`
z+6)nO3|LN+Q~tQgC1?}jEoLt5E|Db%b7F&4WUb1TT5)!-9Aw|Teu+F{GX2U?o)9^a
z4HsL^Z?-TR0VfaOI8c5S2Ptn<h{~$q6C}Kj+S`C~Aw!(Nk#FgeAngRD9ExTlQ1k#8
zl9>(kq@C)#{qnIWlwJEhaeQN(JZOdkii`K|UA&!hrTVr|0p9TNFz@ueH&YhtukrYH
zA=fcfy9_;cB*^Z%2xyJJmBn~7yl@=EF811rAbW(uC-dKe_YYF1+uZi0oGiDnakTcK
z_T{=d>LKV(_0D`4hR`_byaZy|d2x;F>9AecG#BuEU-9E>sIMH_gc}yJ4_$tSF%{Kg
zcl~VP3Dx)+ql#xOx~Kifs~*M*l<Hz!5JRB|ZGD^=eCPKqEe!uJXRv>&)-at`OgF~1
zEKGLF7J{HMe|!&W)j?x(?P#HFj6;rZ;qc~*<>i32BeUTmnR@1*)2|+dd)duCdBth2
z)}xP}|FK}rg&5Se+NV~fLXxheYTC52_uD$(={g2n9*`Jl%E9}tY7I>NIWJQnXYozP
zas|5#$OYHis|$Vr{5YoaMdH&D`a9Wyw+prg!mcmvpt@5%f?k7neL=qF0gtN@D?wX6
z9XKov?U(UI%THNgXF%C*bm`|Ts`Y&j5kp&nRQ<`D1gMN>{!eor{Y$<%$&uaxZgT*%
z6pqolfil@Gn|kz{RV)*dgXS?6;7Gu0f@qQxZJ6Hz4|D;1n1gHom<L5q{k)8oNv2@M
zMHs`p=KW(|LN~Ur3bI#*f4Ho2zx2iZ;y=Lrgw=6{a=~TI<)yU!PgF0(YNfiesT-e~
zQj(G<_)ggT((m#l;GfKwF@X26g{@I=52-o$F#q=L!AfE8mvYjUifPXw;D;#$Ry2){
zmK*z+ejxoIb03lG?Me^NUtfLb1_j6^hFtRB?gc_a9wajV>ORE!1vKBD0$tdCdEoWh
z5tUypWKOp_iP~S!bI3c*aMX(2N|=um+ejIU+4%tV3N1RLw0La<A4dxX0n~vM=xQDb
z)R{u^-@IDqTlx@3J)kwvT8(#B<W->iCg=KuOo7Ll9?xmcBzxTQHqAf$C@K}ahxJ<R
zW5d*l3!Z!JXY~_#jUdQ799!`Pl=AdpYiMYbhe`k|v_bFA%ekf^fd`960)L2gdpGND
zi`2gnhx!6?)H{Pkqja7)H%j(K-U1F&0u#g{qMVaI?*8&gHNi=bLg((dwgHMu>=S4u
zC!eM>%;6hd<z1wbhwh>g|7IgiHi6I%E8Gz26$NufN*D2;658%xe0Zs}FoTmQFccsF
zS72oii&5HwMsl*p!Ht9H@Y6%ZPP;z0y>ijhnF;doVqmzCqE&djOYt|C!}5Zl)2V?2
zbSO83i5rqUT5e5z%@H=lagf9wn!24iCSt`=;WN<bfw8n*ZQFyeLlQBqeV!|t`x}7E
zHI?^e(3;@t)}A2A>05{2hekNP!xnE(4BuD&9lFYw2LkP92UmKCostq;)&scjWmm}8
zUj#wLB3<Jw*Ks3=bf=v2?DlsccnA7Yza7|#hi{7kMKRMF-xDj&!OKlChHT8#MhPAR
zPCfQz!m1SGe76>yC0W6nA|i4$cdQ9I?6#jrtw;4znfAp?v%cqj|K-}InMfetqvJzH
zy1vCP!BMSuOAkyxv-!{ZB>-gi1b|uaEa4>fP7v9;uGo?<r)bw4S_F9$MA@%x=%Q)+
zF|c4ZYu=9Tw2o^6Ww(5#T5hhBibA5REA+~kpgfponlNY!W*#X~mfZ~sTx|DZb|3|%
zf7C}`PkhFq8R&YwH(i=~q)l}^uEtal4e`{(rBp481pwUeOW5yDM7Eg2fg6pGTPDed
znrnEJXMEAU<J{Q2H1-TW$`|xh_d7!4n{P?|HIB~ArhL12?Ue`gF)fq5cKfwEj&5$|
zZ!@vQ9>hHL7q1pVm|<!5tLEu>m5kBg_`__*b8~_kIudV$;<)$FWHV=_shQ-dPXF9}
z$oYKb1pYJC4Jd2_0^WIG=ASCf-wwK@z%;QUc!Ko~vBLxX7O<tV)IRQGD<=eeq+j>_
z65SCO7w9pDR1am=hm+w#>olP03VxMv`r&hcs?H5Bz`cNOnk;{gxG~Y9UTv!0((Lg#
zJ9<j=@WkWjSs7#5w?xw*GGluK)HUKXl6wANaUijm@Ip%fpi}_Jjjpe>fhuXt>w8xE
zc^`9J>=iBrS=<uW@$UH7XKzlluBQV{SQp@(%x*Rra4M^*0ObK1kI}hAKIFBeIj|$;
z{Jc#fd_UOkV(?OGp&p$W8}<JOL1>}v>`Zbl^$@TAX7_gAXuzZVf@~xKS}y!e;0o81
z6vihO?HD(iaSYqLVMA)@OIZB$cclzp*THyRAo?SPtwbMTv8N&k(QXt9AB&V~{LH6g
z=HtEhaf%BgJsti5n3W2hxB2iu5j|?em4*qZs6GDbv%Xel$}GE>=@=bH?%KwU*F=_{
z4taS|Quz+A`+<$adiUQ@T?K&osil>BX86L5d7y;5&+`&;XDiKN%67T^xRUR$9HMpE
z;Od%yUfBRDFsFf2Y}4~&cf6*$65ph>L471@nmW!66SHtmb7G>7@7_m0J3|(H$Yc_6
zV%j3YTV{)d%`PY^!X6{*MLmoNyqF>UWXSO&SH;<_+X$^gxBr5@3D?F+ui~>Sh2zIB
zB=+tL9vD>63S10z%7)|qT&h&zMZsm+$EdB0;2DAN9d-X3;ZRUE#rFE8vu-bkKE}?$
zxF8K}nz6i7ZO7DbK-;S&U$ozn?Czb>%pV-+b)PrujX?tebe{bi98W)bJf3c%#GSTn
zQ{8+^T;tSg>iHtCqVTOV4{WuZ{xqeGgaXLK0oVaz7WLYqf^LM(#HYDfK1_)}WKa1u
zEu9roBOXX}p+l@pe7Bwh*+k{m(CAMNvr=LUH`0NRV%pJR+@6!H7AZ^Ylm#FV!+cT*
zY9iuf`NJUm83C%SKn#l>y9Y(zkXbn$=x~ekiPNl9@hLDea=jPeB5Slu|IblLutK|1
zq+#`7Zmv}-UvOvQt@v@bpsuVy7=Hcb%aBfzqk2Dw+r9;^pHP8LnZ;<CapD@B4DI}T
z1kj2ood$3++n7fMuYf4mhIfQ(um=7-s6#;FGM^6iB2gf;D_YPouM9`y@dED@`b-0x
zhfSu=c@968f8Nf;VG5_~aK|yO6a!WOBt(M6-+#4YZS{xHN-gVgsRmNAxx(U8%X*sw
z{cf`neUa`Z(`qNFzXKF^B0%;_2jn%tNW6N|Ut|u!GiU=tXu`P_`8dwgGOnDgLDSRf
z)Yy5=k+C<_k|g#wN~<;x)VF-c)KM?DgYKc98ec;eBe3o=ro=G8o|fa34{$>Lt@+9e
z=eP!PT?I1#G3C_o)Rb{eEe@26s<vX-VpYCibjPbJxh?9x%c=7AUeoV0fwFn(HL$pl
z3jz7b2E9D<K3_x`(!2aH7LT{+MCA2InC<eFhJpCcAie_0g@?QjDTSzY^>5nxNMax0
zbt&caztU7TYkx(6CH7;B55{TF4b(9K6a$i?`+i-epfB2Dq!H)?Y;+q#*f1QL1W8=u
zD5`y^rrT)$DkrW{5S1dKtQ_%c#*WjXeyolmLT%-%4@~m+?ChtEVj)TVfV;WLF@2+h
zHZd);qGlrJ9lknan8e-p%sZ$U7t8c8tBq!ftE5lgWq_!2QuiXY13xHm%BTI#Qg`5q
z!mvC=9obLyzc1KH6YRz5riq~x`saX55|sZsrq$<;P+#6(7?(eV3If+7a2R(|IPX+1
zyGipM(T&Zuavcz`*VU-xU7YU_xxTY4)KVA(iWN{D1#W;cv?GHyB@lQ(hzc@G&}{+C
zIwbF*97ToB?-3oFQG!9iAU>~x1JIYjxrh3jBLN85vFzVIgi4@?W$|#>3Y-6M`K`@p
ze)*>v75F3`wHpd;QcRz++0}~`gG>nwh@j?`Bbt1#C&f^4qG2zMf7>)9M<A=4Hki!#
zmO-*HF-XzD@pA<jGQbyEJ8I=E6Fl-@I^FJK6o1{LFivj0fB#wzf5wVBgfM}FWiHEo
zqcPd+RzLP8!wYJn%0{mk)=$1Ud$Zl#FdF#J?IKL3xSM%cyMtA=7x&?GT5u{HH|5o1
zDTh1!hqIsC`9wB)y4NZ1YrVN+?A63bA4cZf)8ZRv`!J2QT@<m3LzoL_A`r{+b-t>;
zC%Atfz$9PY7g?9!ohc%vq11sj$L?ysHH2#qO_iTvJy!(1Q*hav4CHN>ac%%zC4njk
zaP4eFYwh}0``V6^#!F~K{0Ri0Qx3?|r@0^?3$Sy5+$*rUqbNF-OOVZjHU{*i@>fe=
z@*TWGR%fzMvO1E-A3XTfKA%_2SMNuB#%;TKhBM0edXLXD<DF=+1;VOCs3YsXe}f#Q
zP3oNCQQf+wrCP<)F-JxX$NT6+Rb0dWkqK0-p%sN?g>S9L@zpT{VQj29mSt66yxSkA
z=F#XG+pIC89v^>Fuo_!;?%6>=90UGtLOKo9C4eL^U}^GcKn=-80Ep0Ja2LrHS3tK!
zMAeZV3UA~?m}y!{0=-`OfYOEN%ZlD@Y9R@KuwZs2s_sXfE(hVxrfQCE+RGeQ^2zEG
zstn~E3xC{gH{$j!NR{>5iFI=B8x0o?&w<3a1lxG(X<5HW%kM9<BzAqKst2X*cFy=A
zWGk<iC&D~q@@}rKa5@x~par>vZ&q@$<gI?89*=S;UX9J<yD@fvwtvb?!Rj=>i`M`B
zjZCHh&e*Y?c+L>Q@LxuLdn&<@Wm|jWj`O%1H9)kf`_pl99{ak-#`jdz(t@uAgHZB4
z{2%y4-rj?!-h*1%B@Dg1Ywvj1M0r=99||1nb`pR}Cy;(Y#XmhAf=WagkRo7T0324w
z1TwDHrF`b^w1z`miJ?;&&}=h$sYf%a*1&K>MFYq;Lz@_TUMT)*G63&cFYj8%?<=vB
zU+nxesXC~_2CCfPckgYmY-!dGjW%rPM}G?!<wv&AmrpTx4m;Zjha?$F;5a77JdP6@
zcBMp<pBRw}_OX0dXym{A4V0unZ;D&pp^C+HlF`!VY8Cp~o^kGyi^IKbyf2%~T)Xm-
zrL=#Kp(8H(umr@2%_7g9#_{8~KQU!>_|N!u*O{~mZ}`2r7npb}TS&Xydx_Eg$G)<q
zM$O#)D|>C_cqgrO3upVc>ScLA)#(T5kWw*0Ge$0gpIdxz_Tc#YGK@goc9s%mU6<NH
z6=Q4#`V^`fzPIqh;F>Ky$>b2K&DB?heh+!P-#)Z_<?4E&t*%yq4y}DllycRq5Cbi+
zak}+^S$0d;2kyA&n9=zVGJ56wO|q5k^0Uv!BJ&Eo+g)g)KZ(UWnk3MMv&t!>Fes~t
zfhTvoM7xg25#g_%j~gt!Mu2#oINnLO{L=;3rtlvcQ+bU#_*y5_d^^tsD^$(1-!nU_
zx%%yR>I}y*r_~>aGj86?p~`<X&=qg1M*(CUeshC+bXTPHjl~EIENlR^tb8ERDdlL%
z(BWVXRzNXsJ@0qI#DwqsPK!>lR4-5m%UL7kXEgmxYn|3_UQ$#X*1P1;UwQw_+jw=J
zeXZM*6Fe9$cLYja_B07Qz>8_;*U+wP*Wco)e8X`vT`kHzw<A?OElT|5(7|dmEcal3
z{kP_N?FrK<I#>CK>`k$+M*NxlclzRPFmflWQvG9nNkm<$?$kkOpI{eipS=inm<c`l
zEf|jxs1v)RcIRzsIt^s)5~PZugrH>>h}6It0vRbsM?9Hs2wH{$dgZ9dyi*Es_|(xV
zpt9jcYc^J=+6-aN^WEKFxL&b~Kz_}2-Z4R8uHeHf!ojjsKQmLs>EMH!ZHjwQ$5mB^
zgFiATQUkleBR>ebqLr3ba?=|2E4KM3`aOI53u<^6e2E8FCS2sAQEWDG(MUU&2Nc7n
z`IY{z!VoPszQ7gY!{`RaRaC4iYvJl0Arg8<l{g@bia?mUShGMw>5q@W8l7YHDc~Ee
z4ud-kt{-IR{`8Yc>@;?m=L(>@*5302aU=l3$x#$g52uO)#h5ml+p89zMjqa5jHN8D
z2LA?`mIY8j*sdHCUHwu@y&{$O>yW02c_YUVTVJpK%$4oCWD-%Y!T8GX5<w+$$~`A^
z0?bD(Gp}xoc{vvS$Ken8E<|B*$}<Zsz?<g2?z^+@?ftyp8OZnM$8<onyzPz~aW`87
zN-l{ciDTTn6V#?biabp6j<2YFdATO5$y<yuk{bzyLHE&#O|k3o9Zi)I=?gCA6j+n1
z;C%eK><mgeSiu;=#Wv93yPFL{hPtc7qAL-%=r+^me{$)#otIC7x2kLsH88S>Ej{ZJ
z<bjcY)xnwk-*T7muXQ~%ehhtt<~$d#+)w8~tGX5LwR7w2{h{_aE~85<rFY7eXBW%H
zK78$F`}mR#4yuQ5ew+hEP`r%HB&jc$ubBODZXv;%pGn;?lGd^f?8H{Ls%69V;c@yN
ze3jc{KdvSgqF=lP&7j28Wx6}qZbI!R{w-0QpnqHd{0mW|<-nsh@y|zjZ#j^=3<^d1
z0gL}L(7l~cb99`0Uj^MP`1kZD%$siBg0JXHEE>ag1a`0vEIp#@OXoox34D2lho}#O
z-@nI%@(5s9KzTI?CUFH^B4Kd`Rs~Qt6cxpO1CK8rNKH?PjIxxX<p<D#%mqe@3Efr`
zs>PU-q`40aOp0A??zI0TAarHQ`ymW|4|s=wDCPAnBEfG#0MMx44ua!7r^~3>L*5>i
z=kBo`M$21?E)nvA1g%0ow2<!-B4VZNpSuyVE5D;$ov_;>5~GExuYJgpeDi)h`7NBN
zm~u!CLUAR)(Xcp?O3nWL{^!-xE&0%aMm`NmXfMkKQIig~EP8w4XIRe$(7hgkDmm2I
ze9K5rrwW0Zfg<x^(RvZ*6X!1?w;G(6^OE_6%fD71vONk#+$#Ix0Ix+u|8@#gu|b{|
z)KVZF*jjs-9`?<&f5O~J_gTMydYVn!pHaV}IuRDt!|#D-_W>vNfdAj1OE5kvwRBDF
zmO`m%nSZrf72RQ~bx8=IM5Gq6H&qeE-Rs~c223-7jwjnaY_ZV^{($NCkFw7L)iNt6
z^tyBFhY%;^i(EmR4aypUh?N8CyD)~itcRX9ZLbaGCKS7kzXKXLpx<u+Y<_<m5E=op
zD12DD+sq>|A-;O!<L9_)_aFUyl*nwb!PsVaTee6@l4>wm7wV8D*pfzMyp<RK8IYv2
z_OY18M%9R;Gmr6tcCtvb)>w=0Ug23-Uxm=rs4_es1<Tw%dDFafCs<MJG8VVsl0Ayy
zoq+dmuKnt|*o#A@vhMjvszpswDuT{D<VB>xZsgJ46CROAy9N}j3R>-riMOIlixIIY
z;T7{`IkL@S>S{d)?TV2Mq|~Ri{xkvzy4m^p79a)^1=3>OAaA5Y>iXK+l0CV;O%OvO
z@ibN8X)0@}hu(v{`fuK`1@?e$hdx*pVs)I}D1i=go2G${q!Rh=r`J@8oW(cjBUh~G
z`PTTZIJDj;qM2ZqVdZWEnI9^mzzq1)FW{~FYsH>cP*6MD(p7|*{}@-yp%u}3t^4@~
zzR@o=`H<3kDCqYuFqUD<G}&G`p^Xh$ynzCLNM?EBJhTpbGKZ!8DtE%C%*}`JF_4dI
zgxEDG9tMyibkb5Uj~yh{>X-}))j|o&-Kz!hmnnGM5<9<{aYPefG<vc+V!rvIlaJ`1
zwNA^;Wh&KCow+L5vFpzu*{{w_);QBd!!@6Aqo`1#D}E1}FBR%HV!%K^jpmM8{L>{O
zh2Xfjoa5u;Rg76pn(WfYcFG#TRnd5F3X?=J8Oqu8`>!&wT&`G9DpF3NU1$xOp$X^1
zWYN5ieEcMhe$yPIvUdXZr(1FPMD8UZ7{^B>Yd-*ZdSnW9H=7H6dN|%>kjf|eKK(qd
zh?cPB1<=|FDJy@jpZ6L1rp(y#%x*Y_*f?X7;@#E1FWvoVcqJS(uw`UEW-1{ly%_f2
z)EdQQ_4yDJRdc2up_2KF^%kFM<PqsEr}Bah`g1BQNd~q4&dy-hKu8cLtuo&{I5@B_
z)i|+7agpWHB5da)1zDoh4R2JXgK31}&Wpv+DwIQ#39;fO?vPgUhBxwOvcEnsDs;^p
zjGlR3gm<d3px7UCiDdX1I8nYvT{i9>@@e_EjO{E%nJwmzoF2l3-DMsbCUjE#zPb5%
zS^^BpMtVm+qSDdTnJSKG`oWlJIc@DYbbd56G#8)p^5+^ZA9?ySpBeCtKk0tn5T@MB
zZxjG89>Pe;V~vTHcHmlNa61;Si9`a!M+B2XT25G4xO%V0U-#RLH*v;RjDrC*mYsJ;
zm2+)Vp5;H?e^p80nfG8qj5Asx%K6>)<fgRprtcyetLBCC`Ou<E5%)IwwcA+cR{q7w
zsfnpr5El9m9VUDeii-oW!dC6;EO&jsm6obP1uI9ijF_01pXkG;0G+t@RM2;X9h33x
zo49+m_N0}H{GRx=H5ARHn91Bs&SRBM+A79^DuITz`cyn`gD9GVpZ$uPA9JMSt?jM!
zE;m4hA=b6ahrh8fydGI|5y0Q{Z{OsEf2{XKUPpavf`K}FJSdBOJccbFD8wCeBY;N|
zTX6qJi3Xa`((Uyr%%hlK!V5VMn)D)e1<1R@kS`<D+`z+YxXU`t(fwO95z`s9(D$iE
zbZhu>eiqcY+9%^+VQmjLM0eOcVE1oG=<1SJ%~FDO4Z@T=H=NxB;$Tl$Kel}J>Q%L{
z4JaVnuZ~bBeiLtND5l=7BW@b`PK{rm(vxiy?tU~(b2c{HlqyXc{2uwGs@zeFHM`Gs
zlR@2!pNylL0_I?M=xXM}U0YjQM;rTksLqtDpRW%gu*^*)S1R2ke=tAEc(I{}FJgy#
z=@-viS@uSwmdw!PihOD1PX1WkII$3)ULNEOExS*h3Z+ObM356G85^h3(9$X@DW!yj
z+;ytdnw_0(TC}AQ8IKh<G%}ixpNG<mCZ++sJhHb_@QL2OzV!Hb68tIDix)si?!Z+5
z>U6jX0tDuz-j&Nc?3w*WgduSK4Ns2e6^K_Q^I-x`59n#Cr(9Ti39Br|t2E)^K~E3>
zqNYR0j@-C$<GH40*3yy*U^6ouIsLpk%C@osak4TpGEH(LU`yt5>)2*<0)JJWosRM*
z>weN*<Ybgv$?>4q@Bg5KQtIW28<$(2>=a>Ggeo$6rb2jH`Md9Y85-+xEsLyux^5pG
z6%{qJcXV|$YyR_VQQTD_y*w3`33l|v{(V%)H^ZFu_Vj>ODfF3;kk8L3uBy_?%F1er
ztmdy91#x_FvaV77<&9qlZxPR3r)3RjB{UO*R%*DTHtWY{1U5uhMoJZcuC1t`pb+;A
z9Tqxr1DTs=NlHo0T5)0diiX(u(Brh^mN|fN@9pXeIUZWE&#0)-06y<-I*kk%EjHlW
z8j$g%C<JW{Q9kWSI&#n1q|N!XFd~LJ;*7{rE3-9DY5C;@_HQM~KWU0Ovb>6VF@7s~
zQ#CT<{9U_#@%(<W(-=c3n_`TCzd5wBJM+jGO1e7STu>|Gi1dSkJ|7@<oI?|DW-4Vs
zu48C;7>Ykrp<u~iAOGWHq=hG}^49&9S)mbT6q{!3p`DVyb{dh{(2(eiM%MI&Su;2z
z`}y)AqIbsX8;lRA6gM4-Ta{|iP*KS_IhAg1ZH3zSCa*H_+_{JgJ7TDB-Z>?$uTQD4
zsE9(lrKLs6yZpNMXm<XZ>k}8gg6Ce^ry&OTx+KGiTm4FE>F}~W-^pcZEl-bwW3Gw^
z!xw?RWT#eW(i?PyTr|*ut8#bT!=rT6LJ?5O?QYrr&DoZ#CqdMc$q`yzz)DT1t$hTq
zgs4Sh>;eAU)seFps7r2ZCtB$L!fo@|wtBH1U2FS=jRfV{W9Rix-}%N^$SezOdv>Nh
zG?DupkJ7uFT3yU5VYt|+?2{H<Z?E6u#C)|Z6B848CnqPCUnk$+ym@2bliohBprxf{
ztzMBK73_`LP+m4;X%XHzNL}zvyy(Is<?3;0c^gFVN={2F8}vO7PTV6?(u7Fj;fKp8
zMQT}1WpG|LH#g6Wu&dR`%f(;E)z0kNYFD0bVa%8=o$rArL)1kXTMi_B#@)~Ny%?$7
z_a{x7x2SHT)AS6cl^8cqZ-|F{5E9x=q2NAtS9K_&AqZ?*cf?|qiBw1-<2BXKQ?a%c
zdsspwEhQzD^9)xjN16Ps?L%G)8TlQLv*Kokvsj*Rx@V2~^H{EHCl5Tli%T>%37o&(
zkmZrMf)*GuX??RyFkhPw@A-Ul*o~^KfZsaeyS|0Z+POjj5}_=bLqXErJ%#;RyqRvw
z*&1nHXt=vkC!;+*NsUA<(t-TDp92I>9qBd8zV~BZ<j=90^uk>lb6E@PIT2PcGD?NA
zMxs&R`a_KU#1<+Wx4Bmn0|n&C?&5#Xu749W=;?{;wvs2rGj-I};@`Meh7-LVc0|6n
zAZUCA=EzfH;)?+P(Z#W*Q0!}{q5j@rfx;ppGIDcsWv`~gncezA0i;FaOT}6lE0a19
zIkf9Pqy5-8c855bCHmvyQt7Y$em3^N=a)<EMt*-E_+)!a8uSbd;oXbRRaGN_!o7q*
zgbKr{5w44uKfKb!RFaU8FfP|<#iMBTo0*1d4zG!=_i)n3#BH81l2_gE@WdKU-|7kt
zLW_uphO>S=geJ-kIs|JAL1Yc2cf`hA6*}21n>31_cD6<zxs7v3fnHdtQM=OV9UrMD
z1P^SKQDPz@`Yqk$9oBnBMlvB+I%5ilAq^cJ!Fu~QN*Bds$?6mOFi`05D=enn-yOc;
zah#VR)9QD064Fa!>Rz>6SZKY>teCA@Ab`K-`K5njuiErThLd(kKhuZI{Oll$hQ~aZ
z#(kSqHJ`3NQ1l@*R}KY)BJ1oR?yM8&`#dwuD=RBJt0mJ|fsJ;<=EaL4QVhY3)4|43
zYUTD>=X0rEBwY=?sDbsbyu*FETE5m-xi^;46iR7&usIvWtnUr>B-U+L)$O1~yAP`1
z(k@|e2|=ZYQO-2XJikO2Y~|$cr@UF?L#XOH))n}3R)?QA2K9d?H!=o|ovQC?#C>;<
zST3tcbC4=%mz?)PZbuSYwsE)ODEA$NbVR2=qH0{Kw|5C7y4mi9^^Crbiin^D$2hec
zxOn977p(YPuj%)#s&U$)O>*P@Q_{&uUghk9c6psS=_aNbE3W5?ieVZbGPAN|%+1YV
zXE)us?km(_QJfJUF9aiAiDPpAcPj2nsSj^n0%cKPYGuO_3+*zN`>yI>tdmms+}xe<
z2r|`M0xCtU?ax>88n??;H28@6k^TlcD!E;CdqYEmi2c#Uke=NIeUlRR_0+i0t3=<L
zJodHmPh8IooAV7@Y-_JmZabX-!MZc6cx-5md2iGqt_mu&m!|v~`;bNR0>j#FJBqDw
zg4(ccVPYzafaigYjZKY*ZZiGzV-$~_NzMwCgjO?@Ok5;%+wN4Wa)q`h^IvQNh@2N5
zR6_OW5TyN|IA=@;c;a62_e!pIQ+J;C-S)2V7UNm$@0zcQO+iDBuaN!qs-svAdbLlB
zEForvg)|<^&%A1NuUxzUzM#MZ%ZD25ygXPg6M=qwM`n_bk5qSul>?+06??z>G#6$}
zGu>H@N=bus0C+otEB5e|s&wI6iKKA4+(1L~!QL(^F3$M+RTy$nAoB}OrBVj_Ai0@(
z!Q<Vlr{5e!>OQYYh1>|>SHc!7dAbYM&=fpDkVdN{T4SK4MX=9Z#1nUH!7)Fc@@4Va
z_}cu=pFw_bcAU^B-8;3gP|>pb#C{V2m6zghO7zEHSnIFaWd~hik1k-(eYcvd6&Q9C
z(B6C-EJxLYxD<v>tF-W0KcF-C2~ir<a(!*jgR~4$;1jqftcJ?6d85{-WEfU$&})3Y
zf%n2W5En<at|l{JHTe1#qpWrbf+ncV`Mnh`3|x(opJ|^ocdBfQExv@9Hjk<o>{mv{
z{v?S|Hn&4tn5-s?;ua=!JNU!+dACpfhNffi!*;&J=O^)a+IvNhBD5&ZNIk+zX<r(f
znt~uHXh=%6jT8>AMDaQ0Lp5rk)&)yCobI+5UO3Ju<J$X;ek9iujHjefz**X?mj@A(
z#1hdFh>U!)EN(feAvUbssaC*Ql?+)UKI=#cttNv|LuyHjBpWLG@mJO8aKJ=juIdfg
z3#`}V)@n)&9W)9yqkDB}bgpCL;v(LY28f?VaaxWAH6rVHoToo>+79UY?3DB8?dyTx
z8s|k2L9b3Band#rMwZ&0c2JIkuTk(qX49^lt<e3%S>oRAuTRpX6AcsS{<gnAc5w&V
zGkW%&=$W+f&sr_kDkoJQ7R_Hmj+{j+({o5nM`k|?F;K~BUh9-G!}Ers7z&xFq(9Cl
zHWn7u?ug9|&Am&JzLBNWW|vv?nZb;;7asVnWn?9bL0$=bLs(B1#p>Wb!Du(Pw?}~a
z78COVH#U^8THe8NsH-cXtc=Ib-kt`c4A}B86+=~SF4lcn;7vD9OQ1GpzkEI?Yw`RT
zAR`A6{(4sd^YU$$m6CZPc3@WGT1dVt_Z1uQoLq3;(XJcgT-~G1wKu<)AyK{9or<Wr
zbZdEUO+sHkv5kLEL!xV{!T-p1Jx9IxX$YIm-0utRf)1<jV{k%3b07&!OB852_dC)V
z<S}fa%XeC4rZjABXz=<Sw(Qp#OpL)dp15_a(<+PkXX4r=YSy!X$NRA!jTFBZR?$xn
z<<lIkn<X#9_<3r`e}5TlHai>1AQG-0*cqTA4Xd|FafzH<L=h%tA5)gfzA;8VaAonf
zN|E&IxRGz*fy`8Bmyc$H>D1EACM(ro08c+XKVKf))Go@=vS?1rzN5A39710E?HhU^
zwJa?BnnE@<6Rdm79bX#j6+6Gx8*jRPGWBe>XjAXk5R=;lhV9!5-9&$4`_ATTqD*2m
zX-t-u`+;F=EWbMVN$H^SRc43SUaz}_IEJ)V!5Z|}Ba<K}C%+V%1GLBxkb&)+F}+z{
zw%?zlode8g<y!*#@u0dryLGS)-#~n^Y3q!2SxrkxNqIgt^!fI>-adg-SFqqG1`p-K
zDLvz<kx61x8z~nLRh}c=#gP6aH`!2c=F7w|LMZmi-rZ?_8AsWN0@<6J24{!;hEXr_
zhYJe|SW5??yz1l-;Wu)0v~h&LI(`<uRdqCL%`<CXuBfWYy<oD#5FwSEoD5<6=FtfZ
zm}J|)&e6%{fh!BT2>d*X%{T<<(%bSVPHg;wqTmJ>+tuXO?7Ta{SBXCz1kR>sW-dEy
zu<KCu-3dU?#lcQa3;8`zYLnWRtw~!w&L{z5$!f(GF^^6@B#8g+BU)Zlo2vU7+vst;
z(HK%Dc-t8o^FjX;>}!{SU9b(u>{9$&j4r5UWAivY&Rm=!+&_Ep`gKV~*NCOv+2-1(
zqGPF*`&yxeZvJ$W7*1a}npT51Da6UUlhOy}Tj$B5S-ZoKyG}@HBi1otD1t$8zBz)$
z`os^Bt(XbEV-*RGe;P#Ku$|!i%QqWN`HAotAzTfZzPB>B)!wpO+MafN=B8ic)qNK&
z7rB@4&?Q4QH#e~$TtEls>l=5>Q*dp;#|6_rQ!$*PeWLc2bDW^qMe^FHd$}I?H%FPT
ziSJ)Uo#NitDTFrcnQk}BHCG3ZQcDvy?3$@lf3e9x@Yvhmk66mc>4Uzy3FK1YFL#!D
z!R>Bx!z?Jfil&RXmFv>B#t+RIx1lgNqo{~uaFW)}V}jkZk1k8CP*NfFX|E5l`?vX6
zm#3hYV4ZGhQ-95onIrbD@tm)T-3owbgJzpOeJ@I=kPGD39q+G8ac3IQIP~&KUtei3
zYVOZ6rp<g`O{J~W%288S4;411!s^=fMir}a@cONJ;a3R@`hok2X)iI8`YN>o5-GCf
zF)SFw!tm)G987~|8(O5~cac%7sw%a_(!zo`Di<7j5WSjMT1L3E;1rHHjF(*P4>5TB
zFui*2o{Za+C5!XBXEj!zTvtp@Jf?hgSJZ8XjPsXM(Dqg7a3H>3YWFxTKssr#Q;b1g
z1?ioI97)IUDBkC^cy6j^;V20F#0L`TKp&`5g1|jLKmS7DE1sCL-67MR(KUBvS-}%q
zrOOo`Ue<gjS0WDUL4@8#zI;sw#B))OYiow|RCvXvbA-;{(k-gEx$Ph1S*gO_wI+CE
zyC@HkVJ?9~3bj|=QrQU-qI(G(x*?EA7<1dxG#|(nh5){)p*d;wMIwY;@Vpeb`YrA4
z%64{z5Y{;JClF$w7EY%Mp3Lyz-&U*E%DTn>DcF>>xO6u*`8vdECk-U}3IqzN>C1k!
zKhx5;fpzH&Rcbpwt`eh{1nT1PKp8o?glS*qVxjr&@?c1r(ISQcEQ*jaT$}s8^|j`{
zPL+|5Yy6oJ`0E%PxaSC9hv59SanyFrrTm-ucpU?FKEh60^BKFv4$b>L8j^KPGaHW2
z6%-Qn0-tpH5IxnWuhS9F^Ei<@wL|objWIyT1})aCxW0VJx_|95;G2qaawLI`-Im?Y
z^q5nwV^aLGD5l+oxU6b25q(6?lHOsQv>>kZYmHnpL%H;<vNm~Qqsr^pO$`3$p=aCi
znPVGA9aMy%L-YdNibz(YU0!|82h4$-%pnhSCu_Yzl3<x{yJ)~6-yB9u?sgY7Iwj4p
zCER#0->`BsTULs$xd_yIFxFmleelH9@7uaRrZ=g64%9xbE8L@#ahhSYPB!PrNSk79
z@2M|$r}S@RozMd8SK}b$cTo{rFSB%clqtQeAU!z9|1euHbF(|n@K0?2hMu9JbZ>7|
z^TB+vn>TNon45=<ugRWPnBaLs91l1KseV&8enpzBXmoV%>2KCZhD)Wtn4UYI9z^X1
zR%aZi)6ViwUY-TYrDPkgY$);mTZ)slll-vo7iG=NHasy=ybjr9i(a@|3l4EF+0vo?
zsZa>gh-nSu(5aAsubvv~EJ;sK?-rm5j6#UI=31juyENA#bny<GWZe@mpK=KYLKIou
z|Di#zY^7+JOhWshS^2Sp4fW%DKFs=}NV|rT<n1;kDg!YG^1=A$3NViGc7yEsYt3nC
z6+rYTtNFeMi%!3`?20Tu`=M#d=L3(NCjBTd(mmUY-R$N=Y~U8POmA$fdbYC3fCCFh
zwJCC?L)$)x0s*J#s>B<fYrT=B#aa{gQ~O9^@D2wl=OAEZ&OffCAM`S^Z#YydHr&b%
zoevU0B^(VhwJ4p%k?4W~ylhZw$?G3k0VgEJb+gID%&cdm)W&Y&_0?UTzUhsHpZ6_4
zk;OPKr8PB>kuTQW670b@`tm@c47$HN6FMBN6ibCv9rosc7EtU`q4+RRSM9naC>P(}
z66o-yjQ#c&gNMq?f!CQ&Ht@f}2$-}@KVHgsUb66<{iJ<mlU_S^`2``hlzWwA8~2ms
z@d}}EKo1Eq&5eW4K5{;G_+k5A^!a}06B>vYW~5>@34f&+(-0s*e~2}})bFY~(lht{
znBSs4tPh=5JCr-lsm@k;;*+UmnId%|zpK^@&F*BUA2Ang+4t-TAvs{5aP%8QRFM%{
z)m%V^C2_Z0$rho=uoqh5rof8-mYXYwR9AtKO(-<&mke30*m~L;$(q{F4EkWXr-%L3
zOPK|2NGzvojUAALfeXB@tgkV&KH!tyLryr!&X?}gj9m}+MB|p&?sxu-;rdHGx`ak5
zS)0FOGSZ_hx<24)%ORr#`x06^pMXJ%^)-*ZqcUAQYo3@*=SrlPUhj(u>pKx3KV(|w
zG|ggmKU<E{^mEGbrIGud7M!EDp<~VndT1~%7RB`{;oklGkQn&>vhyK7RM{b2;~ByU
zk-M;j;jEFD<=c1%D>@!(!i_<*fM;*SrqE)PM-$XzPKX>17gLcD5a*a<;_j$}HaM2e
zEA|NF8^W&N*{eR&gv?J&G5<qv;}<WR#Fse$r3^7&?d|QYRH8(p9VkgpZIA4)^kpkR
z0WY?>g*+fm-n|qsrOWK>$f$pHu)y%3M^A(_Z@Q?#q!cQZmH6$mD~*hoK$#(3ACRE@
zy5hx83fSX$qz%0vWuQFYxYjV@MHxB@_lNmK<`?`%!Ax(FK@Cb*qtdglZ}e%poIkEN
z5~uDQC*C=AEHH>ljG{LwRD&^?DN-xsZ-MCH2GF~1k`#km_S-pIQnKbenk=OsYB$-6
z#MwLQEiv@(X(#RUy&8(S#d-B`=y&Z=NRo=WdWsZE&@`OPFMKcT{vJO^b4GB-3*XBX
zU5A{ImscXFLLA7e$Si$+4bU`vR(ytuV#ARSf4!^n&pq1rduk0->o|TA71C8QlKSJA
zTnvg{m}vM+_LEioas~1=a(Q!|(O5JeX+z7QRM`k-(O<j+pS>N8(>Rifo1f+37$BcL
zwd03B^Mi@=M;P^Yo2r+N=<umbdCZZjpp;?P0pAtF@lPJlS-ElrY+8WH*CN||+1O8u
zcTr}zE^2+aet{8rt7WY(-6_bV6Z|WAj*s<)czKyiftStC57H4RB#n30^`x&kBC%PW
zJ@9|x;T})YO*RQ!tt8t*C1c;_=TMwu*ZN(o6NMk`Cis!pB$?K5Ss@>OcRi9JG2$5F
zvQ{S?*9YYD64>)vE=^jBk&7&Uo<XABvtMs=`26g%j_svc^VR-si!A~1$R_~T6s#Hg
z$6Qj)Mnq_^+!tryd2~319{Mor{xO`(?tbk8yrwv$v;y-PX}poT-}Xmr<Q=M*b4x~P
zcvikkM_ho<!vXu>=Lr;2kdPU~9YuaOuw$G}B->Syp$GsI{PQod;@pZd#l+y0sIdV2
zP9NI2LzG~|lt0sbj;z)UgaJRB<xAU#KDk#riYx>HpJKZKQG-4=@OAM)GwkeIc=z)j
z0g_VeP;bPdcFA+}>IKHfV41-~l=xtT939Wmk1$KK5!$hNh<T66txb1k{sPZRZ9d^E
zXt*h}BX!T5ra$ImVHqqRqS!NDuE1lTTRTsst!B+2=BYh?ym?ifU70W6D|qH~IEQlI
zJKf?S61LJJ_Zf*~m3!=sfHsX1be%ns8vkdcf0xIXhJ+|>x^UAtx1TE^eQ#W4D)xv}
zr6jvtVrn1Bl&$Se^IR>S_^i(&Ky<NY)yESz@$sJxQ7$N@6-#k)s#Ur-F1XU4kArPI
zb+XsOt^ar^hun^lg7e^qV6&1|?5?R(wc{HT_dJ!Uc_S2RaBKeEx*gT@RUQTZ`c<bu
zL4h60adz(?-1^=r$FsVnd&7)7{dn(eexidba0l?jr|nnJMKBqvRM`D-Q(b>>p#+hE
zCI)M_7zt-#VPP6Xz#(k9wU@!<8I?Rl4yBM<WXcec+w<YG>S3(4<z)<`#(T6XbTk4-
zW?|ZP$#e|LCQAfYSnnxrX*#6M#=01K*HM>pLJl{*VuP}oce?{i@j8kdtnnT-HMN<o
z12T!QurO=Gbz(i_)ob>Bi@tw5XyfhO9he@~U7(tU*`hgGowZ)!r}Y9u1jr8i*{;Kq
zO1|ieKuTqw7vf6+DiGMxfYLv<$BtQ<{e>h#n0|9Ok0BNdNs5ZPH@LEku8a(WQSf9t
z=Ux;F?tJ12XHZ<P-1D*f0JD09k{~BRK{gE5f49cug4n(Ly?NXCc6@tZ-mFzpHcY==
zwQOov9@F({cIlF!;o1~`qlq%@4Kvo)(Gd?MCke3k4{gqO>;x;_P*+0D68jCyk#FLf
zF?yPs@^lnZu}_Nft+`XAgO5B1t)-(reJPKo)gu(RGVb(bGLVycXe857IRZUeCj8iy
z+r)HsK>rr^-jEckASB~Zz-~YT@L`CZ4Dq}H?;s;>JbjIdd>a%L>lpIxD<qr{OATbJ
ziYjG<o#RaKi}SDf8AnO7d9X&Er+MIK=x`~?%tpzCKNb(>@&(x9=b#I+x%YqmXyJSf
z!*r<ppE)Ev?2B6GH%9rOWNMm`UB1c#k(9|Vw_?ljY^3%a00Pw`7R7L$+rlA+M0uOo
z6HvFHA{h>or_XeCze2APJ3#i4nB-d`=yhxdNT%sng;R4&ivnc67%J8uxj{HvSJk+o
z_qomq*Hd;70%1rvlSx2+aTBb1_O<gzm?$76;_S`+DkBr^=J$AN^Qo0-*BH6=>@e$}
zM1vTvW)eWjPx>`%K3Y`n^j+A~EVWL?VbJ*I$j2Z7$)_OjTseq|Ac#gL$*OO@PcdFX
zrhovVrj-B)9~wF~+3;`vBITL>z<Nlq*ZG8aF-QdCnUs`288suL>}w$sr;(N7@$43c
zax?TbA(PG@{?EStITTSySc}{`(tSKOqhgO|O)59{Q7d=1A4A(l!js7%<?S3wL3zG#
zx05dr@FDth`bh)%62O_$06(BTsPTJoF`{HTKmkx<^WxDIWQSUyJKXhs3ECP+FBAab
zZ4m0nAD;$i-(nPCTO<J32cQT9BjRMpSooJ--U7&V^c?OWTnMMP4s5}LOixZ0JKNDd
zOWxhJ|ATNXG~jA~>PPfCRBaJf9&ff#J88?mhJ}qhSq9DUGtV~-%0z*F-F@EeZOguI
z=04T!pj(^G8DZX6;E<)r7pwVTZL3`{r*d~l$|%MzT+3~zSC?=Lut;hG3<MIK2AR=F
z*Eb_f=t!6ceDe~rMTqc><Mc(o2374<u1SPwxo(KHer6U4G00P~1#gwS+?la*yGyI_
zWJ$SN9x~r;&=Tilj<Y(rA0b0jtn=fI!3wU1)sNhtA|I|I*Yuww?a#6x8RbzIaXx*$
zXMlk<w(9J(Rfdyw&=|f!YlerxJ#!oRmQC8Y;H3pMA|-M{Ab?KYDR-+r*$pK_jxqtp
z-q0?D(ZD&7gR0b|l&3L6^8+^E3B%zIVx)2|E-srpqDC9HJof9{b4uF<j$W>gln&+U
zz7;rJNPMuS%NO)p_xarmIY4^X#lz43vsHEW_WHKev2Qkdk3H*(J{!nXVT+yf^Uf(L
zQ32Uo(art}r!8;3Iq&-x9rrCOzSd#zW{$7;;+H~hAb;4Uok*+5ERt-8S6?{<SR!-n
zaf}jb1us65Q3HJkV)+orQLyW10;>IuY;mVwn|PDx=OwU$bVPxaK9a1le=LBGtC>@=
z;lPpi@w1hIWhs63MNWX72^}Y1H+7=(gO|Akt1pa<UaO)+_R<tUabyy#Mr{P^$2RkA
zVPxhbCC}s?NcFX}V#xsgajKaX*q^v0k?<C`)c;D~AFJ?F+sO2#=#fL=N3%1tJt*ci
zg)khsvmu27p-3vgEh?b8=N{+AX*NJ2K|@WAzwYYGFbWE36xvd@#{hE1oDd;pW=~Gm
zJR-<e2J-Z6IYac|M9vf4%NG4}LZUEfeOV3Wmsr7@JRP)vj%Ubx)A8x*mAQ+rJ(0JO
z`(_zLc<nM7P*U`3wg7CBSh735$vHwIQFgLByi*W&A}yfpfNRTkuNNF@yAI*2<a;ZT
z!G?E{Lw4^Yg@^3F8wt>)Vq;i75n-Y8rb%(^R`1~A1*uhos1&`t&qWra=}7s&ve|HT
zTQFIB&Qls8VEmHCxcgGcab6&}s~t9Hnw)nBjSTZtK+*F=9MD^(3`P5LP2|b~$c54E
z><E%WfL$jY;yeL90_o59f7XlVM)CL?HHoeu#AtL^>{aDoi-VOsj+k`dotm2N%nP2W
z!qoJ@9DN5BD6MmdCj?@1o(ZSBq&Q$>T`JunWrWPP3m$d`euq{13$bHzdVFx$9e0`(
zq2)}CPb3?~MjcknZUUpr{MW8~ZYZ;7$sG|Z(sqAJdaW>atQRpC!{IivB<Z6<mjZbX
z!P0nD5A?c@L8CZ&<Pwz0F)uJ`4=2mgu6D1PR?g9)Pjg`|mIV?{M=R%eX7RYYIuIh@
zj0i)@P(aG(<OtwXvXz2%0n+j`wg(dp@9(T5T`d$8gP)VykzX$b#_;LjuD$a;;MqB{
znc2YLbK$@RwFWSKQt-;l4nHj(=@D5bWN`f710qr(kYxwmKWp!`RIf*04M0iZDiK#j
zv;-?y3cNoKI2?R<I3hmuQ7HxPe9ATfF-b#}eu||}zV3ce|2kb&nA29Ws^dgi;v?`Z
z{Qos5(bYABfWoRT$O8|wUUywu%U8>!Af*KxK!DXTxZD}Ff@64<yX8D!Lm`O{dp>JC
zmaurZxi`1)Jwq^6zYQ2yg31haEIpoMBd<UdLOkRtz;l)RQ~pQ}j5*{ccn)Sldj|%-
zmD<ejE~e}_@|A7;yiYCxC`meqEQbsW9IuPSfDUj-5-&*g_rKCU?233UCl`-IOE;z(
zfI1aYRyT9BS}q%*?OqC4<hH-|@xvWXKFRYfR|Bp3K0HWuK1WSZP)LidCLd{foa_L^
z-GvO@Aw4iOqz315T2YY_#IfBMt`fx0wnXejKhtzsDMUWq4$_u-d3o`G&M=$HuGvcI
zd@Nv{9YC>2<F=XG=J`2my$D2%kWq_%MP*I$;^8c~B<xwYt?2RRuU_RL;Y>)SZ#dug
z7OnBWBju`A>-g9GN$Qs298ChPA}KKF!4yxweEa$Hu@fH=z1ny2cD}6-V~*1|ohrxN
z13@p-85ALR>M><s{&;f*xg3kk1{1*HQ-+d~Zt@6?uC-T?fO)2=8IxTy1vFp9w7k4$
z@RLsD0S{n|Of(05OfjFHx3PUr`Bn5MfWU#JA-D5Lcn0bJNxwh#&$FF@$C3GA=Swya
zhdXx&A@=zF5El71!3&wcMg_$H2kgu{jK7`~i3>PkqQEQq-<>e<k468)fN+6jVR-L9
zQ77Cc9~s@e^E{8e!KovHiMsR8D?7i|fONMsEUjqzy52ueg+emXkPE>O5E>=&Rrdc-
zoKR3$K7PWegZ9;-)v14-7L;Fn7q!sU+3tbL{6YDjFAL4VvkW-fuiyQ<O;IAB)cEU4
z(dAP7+qfu5?nT`{%Y{Nx4lgwD&xJ(EN4vo2{Sp5>$VMiQVaw+-C;anC8Q}4Y>ffUR
zX}OMxMdRk*Cx*w60v=|-%Up0n{vM$yo-qHqOQkhY4YkF8KNxgVe2IyUF8A+(Fd#;L
zvHeOPUgzHn8GwTTKe=<$_TS?Vf`e06``65(kQ~9osyGL{B>C&|qU6KD>Fssr?+t`@
zk<ZKY-}4H<^M?OlpVt?zsT1|WS`@zg=gvX=fLJ8OPUD+#sH4*UeccXBxb`Q!b`m>>
ze~<GEBgqc$E?VZ_PYlA9L?nNYhyBkRV8R=u&A&(eZ$Tl~!-E}y&KmUpmQYZiuK0(S
zf8RMDc^7!bKmSX@3lsRi|I(Nc6`9(4+yA1ViRr`N$Oxin7?-y!G72fik_j&VRu>1E
zJs#HoJe)s#MDI2G-wV6Ih2{Qd>>2O!qWk^NxWTHA|DTs&gqQf=f0<YJ|L{xr=3UZz
zaMq#M{j&OdHxy^MpeHQtfR{Raf9+9_8;mhDP@t&$Ad%8^(e%%A3E{9vceAl-Ue5nu
zENRJ4wsq!Csee@N$GeH0C7=?3>A@f~z}nsWcfbeW)OF*xOZ$E(8|P{+&O$y&&@~t+
z-W|~V-0<&sI!~0kZ11jik4{>&U+KL|d_lCXD->7if%ap`zYo#@%xGuzlg8CE!f$!Q
z{Zww-wfnt)f2Sh^+&lBe^0dLLf1hvY&U!-eadXe|-%pUNTyyLkCPG6Uw@^u<_6dAK
z{`bb-0Hus!R6nAL>S_1Z^v`ZR3SiUySrY!oEk}v>fGf8~GP+GiR%w>uWPG3CF`f)$
zRrou3o&xCIY^~C`ujve;M*Y*+v%@sJ<XeU1-JMc0{+zfd9sey?lo_hWY=3Vn6!7rh
zX7D5s`)9RKxc&Ya9TaP<f6E-c_s{sC{Cf5;ibM%Y{AayTNS^#>C;tBn|9^cb%pw_J
zk&!6dU4H0%G7XM<mS%KRdCv%bh#*$zsL8h)!~P`sz!#t9O;>yFwo)+$=^B)s14HHa
zk;}~U&ikLz^qT59jpHLJ${gRRETZaoveP@V6fnN^Dc_1r@+FUDQ$}K&69u(Qt-7br
zVWF?%<8aFGAI6y<wr&xpSJ5*qZK=?ESGfumX7gC2q~Fk_&b$rZs4=>OT+}tUIoKT*
z{i?G&m*~y)1tT9ceHy{Y$mVuWsd68{dd!L3BY5oR4<k(HQvOW&c!&O=uJco@gK}HO
z^ln;DP8**Pkq>+FJaW6Q4+<go50j^0b&;x|^QL+7N_Dt>a>Z3?x-R0=aSd#zW#cmB
z-91Oc0Lp>?Fi5PfR81uo*eL2cl-SP>%^4g@**aUdyz(&5RttG3)mXeo?!yU%v5~Iy
z3}TlI7migfe#G`%xRU11!qB!I8q%x`(4Q~0?FqEUc7q}r*dL>(?-kt(3D3^z*FGz-
zJ7z#81xe=rd}uvm7NIzfgSUr>3Na8Dblc@$S-uf?w1YH}GZg3VswrTx*mddbkjv)E
z=Mcu*ojJ;x?SD>d>l^38#^6x>{aK#loX>>7=317?D!L)$3g8bn_y%z7%PUi*Q!4et
z4<+QO?)6VwzIZ~9{B=H9PI&tykBV~5AL4Y~hGhJa<hrcz8_(r)K$K)Lj+n!+?48z_
z>4J_l^3^;aoIkbr;a+1FvdZDiKv(AcQvUSF5%g>)>i(p5qFZ?N;SDi8>!B=~%>l(3
z`(I2yt7CP@QnGkYradMfm<@DBF5W$SADwb<_^rv#6Rh|3Gx@5|7m6~{f6+&iU-EE-
zOV$_>AfHa0xBF9HU*Y1xp8diZN72H`<2as+!2(CvWh+stv%R`5pB6q>(iS>|IcQuQ
zKP=KYWMsK9tj0>r6P<#b6?zYc^3%dRu{BOxDy)xtgY7Ta*(xi9d{&+%B)(93Ird#%
z^|~tzwdZ%%Kj#+A9=}(@D_F8wWoKbBLjyhRQ`38yR2>ICvb_o1?A8NaoT^J%=H`c+
zggHqo$BA}br@dv<88$4|EAWQZr$*7M>V?mu)gKeFMc{Jn>^LcG7m84}Ac|7IK0=NZ
z#JTWRm%2a2x|ItHY940a8)_UQR99c_yGgm0m}sP!l$_|W6V4HHIJ}JJC_7LrU(LH`
zGwmz`-*71x<_z3vZwoSz)GF5OC#a5S<8i!8SP7REx|jP4(rw~t0Yah?0^2DJCtK0f
z*B!`>)lG%Q52rnB8?^hs(PGIoal34CWl;+n(KvpY=9S4{#p-n+(#n#O-!Ll9@QNqJ
z>%0}`s6Ib>Ru<*@HSau4ACHS%g+VOp4u?ClyxN@wh<ozx79w4k83@}YOKlldt1og|
z6Vi(Z^2vN2$4e$JZ!LU+k98I9NE*kjWXJD?-E8IA*j03{{z@8Vgxr||TgVeiNYcz?
zwJWXKMKL<+iGZmC*Im}+KFdAhPD^b?O;ZxXd4^rC=QB-J+<6L=jz4F4hSe^qZ4WCK
z>OT2jWL<YS)$ji%5`~m??39pXWbaByp_IM1WY6p!*+usHAe5QC_fDJ;$DYYv+57i8
z^!@Aiz0UW#boI%3kLP)f`*lC}o%#9s_>#g%&$VC5t0&Rpd8W_%Na5GQ>O)^Chf!A|
zed62Gr8l&hQtMR1SO>$$`Cq%}q&xOOE`KMl{aHr^NH8oa0~HJi^+2MJ3{58<KDy?%
zQj2;yPAc-DTSsB;cx`F8(DwJ0GW15AhvEwZBUqZ%VzCaMR_+Y-pt;#%Z)8|)dXGU8
zj9|ek8UQ}9#)0<NXD8n-y|$f`*+!iweJ~v?*nt-hbQx3l>o*n_N}wqLTD39xx^d`V
z5LueH<h8tvztk&M_tlD9G!KQ2L=IBubgm<FvKuMuyqy*mtl`q)GP1qCr0!ReZxRRS
zI{c;qfTn*94l={>o7crIJ*Dh2_nsJkz2&g{1Fvw%nf-(eC<8!t0Y;Vq$JoFCoU-N4
zS{;`<DN?*UK9ZCbE@hypS!Lld)fB8j1>ZTCh%gdN+J<eOj3?wuf3Ms;{ldrjFM=j*
zKR#5mRViszJh<%?DjI)w#LW|0T=bD0f`<f6AI|7`J!PkV^Rz~aZG~Crdc)VK^W3s)
zF8enDeG2_~hePY7TcGkA=nU|&sQ~Q>91)LrvDAw}%2{1>a`p>NMrCTnM}bJwrzSfg
zZE!spHZ7B<vsdATzOPbpXYk;UtGFQZ^%hZ&TQ=`P*33>ggG8D<n)!O{e(?epd-EUo
z#W3;Qa5N}!c>7&z>z#?}we{|JrL5yOmv5gR*?R??DS(#YAWKJm*&K`*g@L=x2EBZk
zx)nclM?Gr6?mI`Y7HY34JN`c9>eH7DWGEVTv!By_#>T~ja7j0!(ecky-sI|IKM`8`
zM11M1)dvOLLSG(jSn1TawBt9;lP;>U)-Wl;g>|)uy*_0L8{joC!sHP5lZmZdERQ|5
zC{xQt!*YP-!GSl1>kIv3Bb&8g_Xms$SdIW!{kEwH_p+2BJ6^j>7uKgqu-egY5C61A
zVX7;Sq8+Z{LEc%%l=gSI66fMgeeHSE92x1vlrK@$6{=E5=H-&EHzkbXnq?znnL&z+
zNv2f*A{xvs%}OaOsfSs-V8yz{BoiyRIT;Yg_4ReT8*$ogYC?Y?07GkXf0+RLLdQ_!
z%eQayC)T1TCTKMBhey+Q9x#~ia$fH#|C%|Gg(?djyw#VEenkQS5&%Eee-W<A<LtY=
z^|!Z`P<kxI0_ce7(@E;;*=QOLur;Vw4_rlIMt-{qh^*N+wUudw^ij%gVbYnykNnw0
zKg(=5x;D2_`q78Ap{M+Cu;)ugh9uArkH-(M(3NInf$5EdrZ`NP;eR${H0aIIe6yhZ
zWYhYOasSSil8-hijIyfy+<%FI=R5HJP^pFh8Uy$N6oSex!#`a@G@TD}5A32wpCvV=
z#)rl;ONaxzv<k>iej3c?H-Lu&1Yr0qZJ!_dTv=Qtcw?`L`pHDW<oCH`WVoL+kOkS{
z5eH=r#x03U5XKP&1VVyEdcxw*X&Syz3SG(vNZ1rG(X9OZHPY3}vqLX%sPYB;ZjR5|
z37qQMgSOtEw{|xw&B?~>>`GV?IAMJBg84I8ooexfz5~>HWJO6@I)HWm_8S5NE8Xhn
zoVQ!1Gsey5+wJba*FKOt>ke*}76`ZqK5#iGPd}}MV~-PS%5H8of`X!W*UjOSN@u5{
zmKIyp*!U76zUAjVCYb?FuFHljZuFMYNt$&6hF9GzUZwz)?cMO-=hdNl;BPN3FUu@!
z^BOKCYeo&6RYF2ZJ`f0Q4J<#CH8#mI&$1k-y<L+w2tXv9^n2GdrIlYbW+6aL2z%!%
z9Bs=Oa#1XSzkyZnw);V^i@9KF{Ir-kd^!>(%GZ+}UsvuQc;d0MDy-I9l}CJfc({yw
z<uaC4scyNzkQnJ}M)Uz2t3B#JBW$T_k=CE&ugx-ZrG-BG&2f_8)nologv)#8?<@Sv
z4{3;o;B;;K(*e1+f;Hp0J1axcYe(`<wQkvKHEvZxZqa@~L=|07-&PQr$jm}YZ&!(J
zpDf~!S&-Mi{$7q+3UKzDvcl~w99X_4s_s8mrd%SKWpZhW?lCUCFVQ1hRj&(LkKo4y
z9;QL9ZTzp@KdDAIx^~?hllaKSSpqNgaW^2~2z0jSb0X|%(N@H2b!D*f>b<F}b)}w{
zLTfnWJ2@7~`7d1*Z>`c24dBz%@@;;Ejrn*mA+LYe?Md%^r&5j9)zF!Q=nrM4F6@gN
zR4p52&&{#VzMG!>`ejEv_|ay7#3@bP1R25-c0wg_O#>xCos6GKp|AI5*RHoM1HTFE
zh6m*_+~;Jg)+eVJPo@?yY2$1;$!wD!P71}N){m8=t=mX%$1FO&ib`ev#(E`m#?zKi
zI=o(h+{*&trx&LjHM^}9$a80;_`he7Webhx_dfK8dGa<qgm%@=#gWZh%`)~E{8E}q
z%~hgqTObYYgRI>WPMSOk_>$a;@4A4&+WDwLgN)v^ZlW#3g<rk?+It9&XIub_Q7*41
z0~_-%eJzD2T8V8%sLiWzXAGA2pZfV~N)WIoc1;@!-7nu>6!~etQv9ksZwYOVkZh<*
zdnL<IwH2H@@SFHI$&F&iun6i$1w<Tf&Enf1`<!1T{arI;UE(!(Ne1d8s-**Budf(P
zHg1;V+JHJhg@&I=+>&UNZKzWAMIDmVH*tO)9n$g<^#UNaJ3S}Tr?@<lJ2g>j#)ol3
zj^EE6o9X>e3tpl@w{HyBi9u!Smh`ke)B8UC_^ymErtsjbsc!{J^5CpEP=RITkl9Yo
zU8)@gTVwkpqoESnQyKJC_!1S4$=5%FA3hX0nB1%Cf2PtOdi478Cr&>QJbIL3C5ic(
za`oWk^(Mb`_>1iR$1zue8BO~<6;a!y4|7>LNn}VbzIt~(=Jh*5VRml@=_ldXg{=BI
zLa+TVhZdV{B@k(Ss(-;ia*x1;h0Ng-EAw@6#t2Ld&JGa7km>VfkjC|Xki&=TU4S>U
zoyUoL;nOFgLhOY5X4SK7iK9s#8UJ4G>i=GC{12)@5#6cRrrWaLOB+{HFW>olBUV60
zPVNzEo6CJ!hoc@&K8m5<@Gu7!PRA&)y*;?2q8cSJFNn)uYxl+fk{rLIUXK@fUSf`s
z-9^5YJ5$@ra#LOGv63M17EujS6A>MtoL}&9REOgM!tZY5yaI{Dy71M!rAB*AhK~7B
zWd&K`ir;zs?$0=M1TA%p0~pVi{3Bcea+3Ay@H~GfjM|uxN~uegIa4(9C|-O>RBuiF
z1Brw+*9dBQ`;}xU`yPw37G(DJ2-}3CY?L9VZWWny_&1K=4dttEt=B$Qa3w{R9OLea
zj?~v6dDr7l_ejQ_n+T5vW&6Her%JFLEDe!i^a1aPfn_IJID{?1ymBb2fqFORgzK%d
zyx(_c+?1(gg?Qa&a==Y7!LaY&?)-f*ICItl9VF<Dr&7{rs<)r7PAnSY)*T+O>_j~u
zU}O%wpr{Cf@iKjn86&(5RrPf(NhDNMREXkZpxjZsdv$n)_uyC*14s-1DX`>L5Hh{r
zXg~_Tt2=77Zf2i;MTS+6`K8eJ?RYhoWz9`2&5zB3_c|Ye)fS1wbadX*UB)nhx%V?F
z3PSCL!7aMJZ%>YQ@a9f;GA&x~vLy{J8ltZZg2%&Dyz>wiLFEu>wQomzNPeJRL!u$i
zwH}^mXq9vWzp3D7pS>nL2KTzFii)}j9M(<{e+3Pho1;AV`u$eXwrq=32>o^=u-R~P
zF!4-2UXrr<!r2@|^F+32ibHO_uFe5}m-fdrpB7gL%|%7*?qE(3y~?8xl#H)5iNom@
z2xoXm-S)wd0t~Fa`=wr=IWWNrV|8S=iDVy7FJaZHEvxSDym9s@e|wkg?2@9R-Xl35
z&dE88D#z?-OpLt(D#nzo%iOZ!1uBofDqMFf3Fh?G#T_Z_S=#=&VD|#F-PR``+6mGW
z6sVP`Y1$XvA1Rf1o2!ce?VElc*X;_%)uZ)e{$Gf94ReQgUtU@gKiXm<oLWNiG?$d;
zUFj@r&2Vs=@SowIOc0ls%m>X05VQu#DhL75ol_Gvt_Q;T>!a0&rO$52i(#R!4wrr|
z_+M@);;S>D<XhIN%G2Shc703Bw<ai{NaaV*APo^wGFJ(G&AjoX@p=2TVHRaUkZ-_-
z0eiW(_j=_RTO-HgVVxEM@_u}b56C%X%_g@?@s2Q*B9<dEpNzcV@L`f~&3t;H^@}>+
z%3xwb0tr>!?T*)h0%I!X9EcmZ7eGA3RrG3S;eQ~qeVCP4J`<Nq;FLe2*t}b7XY>s9
z;B3RUzY7&S+gE>6g{!#h)lb&5ac8jO559V1X0XikiFsTxvbijnNGNPsZSz2$1Qh=u
z?6g@=@`rvgdq0Cnu>F#C8LS%FTM;1V7g3O_bOi(akBp3sm04$E--)_UKCi8vnp(A?
zkZoL>C?FQP!s2~{NV5s{s=a2jbufP@ctU_<bc~>qB58}ByxH}#U%Tsm6Ni^8Ey_(y
zFG==IWU)@sO&n{MyE<?GO!&8Qjef(7ZYeKU>ukrdX+-9P7N$>KIb3q=X(=*(Ut^Ve
zwRT&rdU_g<IndjT_ev87kzdOEXW4LUh&%Y=a2H@)I9N*1ieQlTHi-ipAc)`i;@A&8
z`9nW4;CbJ8P&DK_hrZPc4LR(zJ0oH1w>)+*D6u?j*^Vyi{@B>_4pM)c^`ZWn1XI&&
zu?vX5akM^Ww*-?I$VuEF&Mc7>a_4RXdD4>k@Gu1y|E2L$H{~gw=;s#0PG?IPci%w*
zlO4TWw2CQiJwonm{7NlSrC=XFUKH8eEen2&!G6^_jhXU_v-yZ*S`QIb=<KFb!PmG{
zX1Lg3&Sq<TFgQLG^}c~IN1b5H(aM3qCzAN+_`}k}S!~s<v_M)}IB%&%Cp<ViJL`+#
zlYDKI{bPA-33*WNXOO;LcS&-}qG+fYf_SKRXm!e@mwpq0HdoV^_&v?C)s`yDDuX7Z
z)cFE=dm-yJdIz=(Jo9-pQu@&<RP12*rs#%&OB3>NCt7JeFFuolhX=2TV?emun%b^P
zvtUC75t@YyIy-rqRUmQ(Id$#uo4NYdMn-&idS6vwDmcYH=;LlL#K+(t#amxnb0_Q|
zbNi%+!GO0HQT8L%D5-jkTNXUA;4R_fU_r!KEn>X_&Y*Dk*Np8F#=A$DbRN~<`S+uU
z>D3^?U*ZY-YwjzdcVFxCoJF=r-NbR{1&Y8_LK;*I81mr^)%%qq%(JYc9$!l6-Kq<*
zkA8Hr?DbHY>X?yCQu<*^$Sa9xDJsG@_SD78O~+;6q3q!SD=5CxML>QBG04h1A6vpU
zYfyoW*@Kk?g0&y^nzZw0tXyofDdbuNh#s|Ovwgo6c=L4}jwTAUwmyJcZu;Y4+2upg
zsHiA-3Jf7T!?_A9phFPDb78r?({Xa1NZ#gTLRdm?uVf^@nZ4SA?p@Vc2=Psj;%+#v
z6<P(r<IjJoa=H{WW-he&hdQj&iJjb|wiuo>zqyrK=%rn2PIky5*vLVmSqK$@jm^s=
z*Q_b4_eMo{7`WaTg{(n$Mn4&<!l}Y(0qV8}h%OLX!Ws0Q#@L2(;B!KNB;Ngj=_>B8
ziG2UV6M3>6!i=~M9!6!+orb?R(+GZmL&o&<O~0lT+_yzTtQnbL{*9xSOXk-kFVUnS
z*66>g-k8=_HD?|YJy5v!b0n{&L?~!(Mc{m))8G2vjWi0hfiyzQWy9c*cU2f1uedjM
zqE{YCDz9(3(peyqH}|syXx3bg4fhg-^8H#Qi9re~z+}{Jc%U$cv>|uS={2{U!*3;!
z34$6V%5bkXY-^&TiK7|HkOu2~lsJh5<PlJ4V2*tHg5;t+3BC07qs<dh+Qhd7G*%cc
zna><&4Y~Ae`7x|C$qQM<QTFokAIIAeK3Q2DvcwOG{zC~>bPOB17;QB1tu@FzY~r#N
z!9VJ8dE3fW)=8LSz*D_O5IyB%SwqGpVY||H9*G`xQ^=kdBf+_(t7=gtfAmK=T1CRT
zr`G5M{iH&7yT4RE)Wgp&cf9aci!Z25LkLTgq92bnxpg){Jj#$k`ht!^8|<FjkH(n;
z;f(tYUbRkx`(V+k!~P2kVpD^Tr&c~w(yf}YO=0<C4iOOo<R)k^LZMHDy;lLP<Vowm
z02k}-_aLTqJ~4YP{<+s>BM5w)X;G+gbFt^B9}>YvD@f5G!sfuo3N9%4Iw6_nb)xg$
zlA3CI{1)M=&@ZpII1g)BxkmZpTb9^5W=fw0mcQQZCT$Qp&t<=lQaq#4H){-WgZ19M
zfUb&ehEdr}Q=vq{ROZH?VH<m?KDQDv?8(206S4<iyF|+xtIwD@+4?MVBQAPbQb~I#
zyHkKJoA`-O6L+($xE2&(<>kx+StfDi#|qZeX%lPukglY!L$U=KNFE<3hr(>ru**E`
z#2g#Ts(}-QKybgC3aA>#Sb2A&y8n$X2co{z9CAFQHWNy)0|iZA$WS;wUgbuLit@Qi
z@R3+|IojLk+2rzrV~;m5oAleN2J1NLr!qqFsOs_b5Lx)oFu$t>2R#+ka+fB^U<vwA
zp~9M~^7#$Uc>v-4z9<xa_KI1F+c+1u4^+y*oJ}Xr)MG^yU%Yr^r66fMA!RazJyrs0
zj)-CmtF3u?C^9hWx9lAHt@uPNq2q~9Y_Vp2gEP%9iSScVQv-)^z1(ny6s7E3%GHcr
z<NFjGtv}zC{9N0WI2K3v!CQmS9+&Yj%J9ckfpCIB-(?MJtG#P&Q&AzEjJ6n(DQ~j-
zuSZlt28-?t!21&rfCsTrUcSH;OF*`-mC>_kX!%PSqF&bJd%4MTrxwcI2jxqxjz^B<
zNd`K#<Cs_<%FHxeIGbAf@$Z{f=buNJ54KXtg=d|lnsj*ZyDAf%I16D1mTm#(8d~^7
zdC0eO;D73zRpb*_cUK=KM%T|^iV7<gLx)5QK$ERQH~A{aJoDIj{cm1;+6WWwWU?1Q
z!e+#fe3+hL0%fRgwaEng95qDHny8SKc`JRAb)1Jc9)ZfoHHmAio!3RGV`Xrl?GENd
z_m4p{h@hY#*a7;OmTE)aD7(G<LrXWlw*9eQ;|k*MQO_=&#${-=>X)INa8o6Ht5t^O
zk{!zvif%_CUnLNnH^zk-+*{9>9)jVE2$CwE`l2MyWsudc(6H#*WDX3J5Na*3cz;qL
zxaA`{&ES=O=gS|v<y-?Ofwk;57Ar%+?kmIn@K_WU76k6*=5HWxR$@wy-vr6FcCBes
z7>tfM@U7oGQ*;hykcPK5`}g%r`+XxbXxaVeM&|y$v?$M`0t;ABIlm@1x9QYg$ogm#
z!ZC<kdS+*_0NL)=qYVaW4n97A25DHt(4S>x-R+LF3iWVz#iTo#wsmwc`8Ivh&yX+^
zP(hm%vjn)o9<{}oatnL)&dbqnRdy#@*yl^N7VBSAshCT)DtFeNDTb}s38qr<MRpm1
z)vMB&!Cg82+8qtzU145-mt9nkL!;p?TOPmGD+Z0aY+s?g*wz)4Oqv4o`w%45<M}8o
zef(g~YwZq#G@R*GuD42FEmX4cnnf5=1g7e|d2_k`b!z#@3fvxsCwWd?&!E!lUH{kI
z*R5AT>vmyQG7Ym0loGFn(usx2FoFgq*uTGECIQ)FsKuw8Xk90uO@Y!eA|m2$x2=we
zr}l|I(|UVBcaYkeG9mYRBo=||seRF2SD8jYc!^D6{CT7;6dg7QLH~I7vAl0fi-f!;
z#0-F|m2#C~=gd1)>7{Y$kg$P3xuTGBn(xfaRhqVB_kE(!(ga(z<h&<)DbXv9RTe`&
z27{6$67Ww_<r;R~<U64{#&1F_9Yq>aL>V@4;KyX(Nr(S5<CS=z$ri1wKn!UHD)Tz$
zN$ivPlSs@hrNeY(<m5f&;0#?*xr1J|rYXS|Tn*sUY|UC3{1(n_YLRyfkdc!Y6c=Ob
zY*D6D<)>pFx6uiPp4uQIa8pZ~{uVW2Sm{*iOg4$xh~!O3^i}^`z4y+`7B;I8udqz=
z1ODFP9((aU`3tWiIY0J%%M5Q&<Z>eU5vg6I{j5@6m2&laVQ@!B2kDdr5jMpAb>Ziu
ztq9^*DV<pTztY+&_adK*dL3Umwyhq%CiZlle3!0a>?&<rm6m{yvZ8piJZ>uj+9v2f
zmj1fY6|$ziV6NwuMficbd)okc8>gAeuiSWxN(UCzD5-{Z-s3HUCjs+#Nii`h)*gam
z2`8d~H_sZRX7j*QKt$kY**?fk&?n314y?EB(zMXIPEGD>Ze7vGxgv5^Y^$!;>uTMx
zvnw+4Zl>SA;=pty!$Sg{Y1$X4-{5at4f`>roupB}8PaEY(1L(%j#;M76(W=$-=g5Y
zeWIbmUE%VkT!@E<XQ1i3fK+B5D2^eP3cwC!*2by7TdCVi?D#vq>wFRNrd;<#w0|{o
z>zc<tf2~U2x-Fl<i=Vflq?hf34#oQhKx0rQWSHbt=ng^&feP<1fEDFB0ktZu4k%ZD
z36u2CSLdF(X3awyt>1Oqau$IIH68@baGNz0ce*2`F|RGSDZ!WpDhPR~La3qiQ;kZ=
zVmWJT_tui#FVG$TxsE{a^MYgJ!%vgOCkMK&zZ3bU`VX_HYzY7DU>bP|bmwS;>Ev7+
zHgP<P>3R~IZtGlqlXKMRn6P@cBwDYOTPxXW@poP-b4)@4^%XOkwue<?WNn|@BA?z?
zi7HwAW%0@CXpt$Ye(Wj@xpv0{ZUhBI-F6(yj*>09+)PT6%<O}mP22`Di!e{w*sl5c
zj0zhQauZv$I3Sd$uXK?(?!k0b#@9v`h(EDndK?a@lH6w`k?>-W){9e>2MrV~`6BT3
z2AAL%E2Cgt8=LE(qKaaP?o0ugLMwl!?>W!97kk2BdznRW%J;p@-RjFw4=&Nkob?g7
z=Ve3%k)v+#=??qh1}sMj8`=|8Zub50!^&qHdFnflq7aQ7&C}DV^F6YB6wh4D(wHB?
zT~dXlgB&}kY0o>0C^ibXFRWTlMTB+N%=07%1Ox|O^*EJ?`5q$ZX<I=JzzL2Irl&lq
zc*+Y;)=sE?brFCk$s;j>^W2;~2_E=@#O;G9!|J)y?wJ>z6Q4{4iIw~DUFT)FaGQvv
z!#z2{6M??-z6R<dM_g<7+@{`5p)rMf(1l|jFE6tyD7I{dU|O8|<Tr#&cS*n1{$_dK
z-@_T1{omc}(~6t_b}_?*JxcSf`SwlpjTe@t-Mb|Aw~nrUF8OP6S@69-)Y?LW&9|h4
z_VR)P=S$*mjslC(w<^IFQYqvMUtMO}d=p9#%(ST(&3aY!_3H5w=Fu!FOmF2@H#?uq
zdi@6GxT7jwt<Yt2fjPh;;FD@YA9zz<46I(Db0v|`i{O<GztLG3<K53q0J*g?Ph3%v
zdxa>BJz)gLnrf;$o5||9+gn9@xIl=Su%#q}rV8{(<NTNd>-WD5H<X$~(+s#5fCt@P
zyC-91far{FEtw2q+DWu_va?toRGe?#il0BR(JgFYhzQR_TbTP6X0d;RU!wk7={En>
zL7z90URhbNT76TQ0oTh_GGzsI5xf>X>oFa2j9S<Kyy#Bn`S{GnGHpBAi0k$O?~_Qt
zV#JyQi-R!PKLE&b;6nq3(Eq@ISD`^@O%2@_>@Abwz$Js=lvU2^6=d?@a;F-pe!bi2
z2Co7u-WhZV&+iSQcS%*N1hye`Zw%597OQcfFWOxlgBGZKO$STt;A5`SX+4JcN9$Ae
zI-J?y(vywzcjtO3ZLJ0k){gwzB%oT`Yj5?d!muiynQ=RH#kOG8h3ps1$sI4t%ElJ@
zt_q$l7Z(@k0517eIS@^WogU9nRj!tBVC>S^ZcH9AkJ?dR3g!f~0YH*&0oZFq*wCT`
zrh0NRW<am`&QSHIy{1McYnb;mNQrA!IZS1AI!q0i7hW5r%8P3ZExg#o@q#6igNw`O
z<yUClAy=K_T%yVTCZU4PeHi?S>#{x;6T1c9zIj5Ly6Um;b3l`Xu0Q-}A4O<6MtQ#V
zDjqPa*I=N7O%C_gt)u2sCn6db{id;BJ)vQ{9=e1c2jaK4Drp#`Z?3-Tmru?$iOY2I
zv-UVjpZhkrJ0NC-^;ui?ph(KuaaQ7D``<4XUbcjth45M+h=N^w6yQQ2e)ZG`y!mty
zt$~|IN2cs8kji25s?>&9?<-rTsDjA|l*gRu@fM!o=_HIKepRE3xQTlKvPO4>Bl40D
zW|I2i3>C7hbTTkXw|+vzk$TN-Otih%DAM)30I-=lk03*S?lZ5RPe19@I<4QFUqY5`
zNF`5%(N(x}$9_k^wtpa+tZhqNLNcderZO;3xY3huas1nGEOfmBOLMfe&3CCX)s{C@
z|C&*TNR^*1#De)swnt;doeuZ-R@tTwwLn!-gttyLy0|f({ch?Hv#moGki3O}4k%1~
zqiWP`#ymwuw-ohgaEXAchgt`X=Uu1yAss%MEj4zpiqQ*e+bir+Sh4lyctEZe0Xn<E
zf+D+!&hqWNo7>{|T&F))+!NT<79OoPWxJ!ZW`GIlE2nH5`XQ(;dk*7pe3M<PFY?I@
zxQ-fC8lPh1C(yp@gCtbQYH*+8Nw}{=)jeLiSBj*t{C*Y}Ex8<r2<0^%`>VaiKMGMf
zG3hU4Ice&81<4Ku5=~RDxr&R8Rr<IUSRxgLe8EiWRR>hVx`;s2HHRw4!l8-gy8<<b
zS4+;Je?Zo`zxbegz9C8eOYVn#NVB1RpO_iTq<Jtv$i;mtFbDfNQSQ>_<|e=U5kCmu
zpFsndleU*!;%k<9Xjc6AMW5X0ybq9IO>u_F&17WIf3Nzui`8-q-UM=Se(YcO7jvcg
z)RjY|<H_=DZ|3c&=R!brdBwyUfHfcz&(R8s&d-IM5*a|z6BD5i6}FJWa{cO9mGwfc
zn`0hv{(gDa&U`_)61&&g;`m@5a)!7XQ0)(=Feb%}G<tr*Om@!--CzA8#us=KLMzl~
z)ItvU&|A!JJL7ssjMYPo#22^f?kN_her@KHzsp`!$0Xjz4F!;dJoGqFB-m+6L3I?7
z1JeCk`9aP;T=tvec&_v2D2wJ^WxX`n-zSs)`As1%jBvT~+5NC1U}4iA{goRl0pFfb
zX>F=j!~wkzop~6Z83zBa!O<-A+yYhs8~6DLW27AlvWek~Rxo2aIWWCsJ>86#z;As4
z-Wqxm$HqJNG@IhAU{3AaQNPkXkmo^qD1-+Jqj-JXDa?T}f;f^?U%R@y1ErObn?GMC
z9JiWSRu+0|yLAz^Qwg_cKe>J~zk-^PRel~Y0&nBE0pqbw4Yc2Hm|vQ#Q?+qIj|X9i
zx(%K%M9)%l>fE<{J2$&~m40de+jaCQgy<oGK|F3McCw4J$r<Jzow>N@)p_q4PDWjC
z7M5&ZJwm-_?ZDOL@SXLgCEmc6oA4asgIcVEp#kVD)KMh^^Y+DUK@1qsK=6cR$mM*(
z90>iu#(~>K8I}8@>+hWGM%Syg+kEfLh>g8$Fw6+KB^3&@$Zi2xTk~VGsAQbMZD&9}
zH{3Ca9=Z`>0~{aD0PofMv>|<Eo7T_ToB7WRUO^G2v)%Ul!a2HHC@btxeT8q7b}Z9h
zNc2yf+b6E9FI+0-O(k}~q3)9uDIFhrUT0C9UhD5%1<px5Yr9b2;O5zD0#tRKe@-VD
z&;}?A;fspZ?s1aF`+bEz`Iy|(QM6mYfePPa{g3ofzW;Ff+WdaJQLSNSC|%9)BdsuK
zAYlB<+IchQA_v)TM(O)x2N|yh7F-Y#A5}aA-4cf_9<u0rR>#t`on5Z4hR*rkD-CFS
zZkC_l%D%_q@O-uz-HxH`uR$_|va;n^I{d#iiENSnD3?DKP0SPk<N2-~P9{JgYPJ?8
zv&bMNsb?-%B)J$^xYL%-f#1d((`Qd3(7N#~pLvRaT)q78D<-YSHR1x4EY)5^woQ3X
z&JCy=%IXE^;_D$bL;Geb&G+fbze1?H0@v9~{@Y!EeLAm~Nr(HYkzfppK6LAT(ZD=$
z-ftVo{#(b*n_Vj<vA;f+`YdJIb56xtWRSIO1l}3gsvB$Asr36q)ylkR#=2|}Oph-P
z=ER}TGWGfvP|ShN#jKtMZ5dvs!xM0XWlsd7+D@{;zDSjN!EbN*gqKzepOa5T3}fO|
zuXSgOMD<kRb+$Yej2n+eZ{SYy6GHxhVJ#<A2jKe!6C|F`x@#~^teX(qS1V`ZpM$C#
z;vCpAEgx|`#6LQo;_|TO8(b|c>3?=UQ!-FbI|H|d7>6Cc^*=-O(H>YO6lGKV{JkAE
zba~d5jKY>=JPW#ovEqRn$w(hg9GH!x$NE;9%D$h$S4gJvek&ODR*v;F^XTIPLOo=r
zv~`{R)c&@9xe*EvCLE>2(>i0V4J~ZTp0|wdv&uF+?rv_0a2j>pm;1yuyub!P<y8B}
zTd77M^8Y0(P%Gd61}@q>wFDaj0B~?EgblM-%g*T0#PJv~B`^E$y#~v%?UPSTU3|9>
zqhvo4pNABs)PHx9pyRT&mQnpa-)Z762G?!r>wo<&=(w2oUc^9YS>H)`_}uQN(R~WQ
z)EUFByt`01l*6B78|qLM(x8KZMvDPkhq5MV4w{(_4S0GjdK<-a&zG+M8f@xUB&{OA
zs%LhUWqME0q{25kiw4)xQz07xt8V(v!Y>v8twJ0rWCc&SjZwh6pk4xvQi!;EvXC&6
z=5+P+^l}2HXI(l+7$<A?%LQ~+{>KGK{rmr-dHhdOlVcxV`HC1gB`)+><bj&vH`iWL
zeu|x^;l8GzZaUj;t6u%rIzoUTN#p^jm~Vr75ME_o+L#3v1_<O1O4<Z-!czp8b%gd}
zVwVvy>>xNWtiw<65*5LK=hs9Z&TuVXw^Bg!&3?vfQxoW+kL5ktq^}zp8NsfHzpot2
z!*%Y%`)%iDB4$b52E7z`+a-+HYyRl!N>N~;Pex*4Sd1t)K*8dAO#T*&GkDy8tv07L
zed*r{tNPyxyPQ!8E9})>Bl)ii-HV*c-6XuPdFEE93q#Y>Z_9(0I+@vsUxo?5v`KRS
zT|+A%^Za?(MHKj+!J>nixU{!^TPPqDFg5|_j$9>_NS*n}{O;jRS6RAvoV>UU`p}tz
zuHgaaB)ilYPCpnHWLRwO3l|QtLK1bZNt%}`HHWkUvzK}fe1J~@$zvr0a0aHN%>|Hg
z0KBrM)(^b;p^pLI`*%zA7W?H(>x*ur3bqH8ZRd&WZ{qo6(;$A3>*LVk?cfew?xC+H
zlwhJqoY%>BU8ujaYznoYEvQeAD|y_y@Y_7I@7iu=1B|x;pNNTxA=>3^1!}{$;$mN=
z?AyGtopYPeJ?oQ_W=<!hp_X(DhFVWD!fwf4sv**OijT6^`HEk~$iE{?$`PsiLCf*S
z8zcobrdn>)9>BGY++79wP<bg5AG_1}G(7MvYnmd0)dp!8Y#3EoZvqd1Tef(_97a;$
z4KcCXAmE?MT<)fgL+4^+C6~Xy|2Lv+d8~Kyd<WUk|MzbP<t21jZeMR*z8A(Q+QdP^
zbJ3*a0p;GCI9?^L7u~PRt>5BZrCG_@E{<O%V2|~p+-g7&$LHJwpA~q4b543sd6SVa
zU4S|QRvU95u0QIsZnP<Zo9pt4&)zZ@fpE?5n@<N8xmGb_q#8b0_jR+5@7yQIuX#fm
zX!m!2hF`Kqi=4PV$}r`HipxtiaOy1kxwL&Y-@DexfsNs-`yS{b5IURJtoR=z{H7^q
z_*++^jW!nMsJCiz7yN2Xo>NTNZw$$PIKQ#KiSN&gqj<oDDSEHa{~jKRHxKPd@Eaqh
zcr4HFAcP(h+yG`srRVIc+KIO-Tcvo8`3c-9&YBDuz)?tld94H=#$BT7nrHxze=b#y
zK2aew6&HpJii)tgnmFpwqa8FH2W=<+#3N*rf1MrCTQNuKhewT7jt8s=jGvo&t|vNI
zlg0L!9X{>MWNN!{y3c25zA*4JD!Oyvq^Kw|GmNhq1%6~7k#p!e$hs<(88{L3aB7|1
zIr6r&ciz(bRB)Dt8W^0xlbr>cPWS#EQ6#RphTrzv^_WmpVUjve{=S~)_dC)~aaqf0
z1H1M>!!|qGo3F-zQpn-QP3h~{4{tR7yn(A^hSMrQcjcL7jtvR^MG>(^C8mBc$1dL(
z83J#ND8q+}iqN`ozJqza28vXq26mw}HDD(N3x*i5OW~2>i$kYeQ6cc7yZeGnW3t;e
z$I09rVLid~SVxgg)a2u~mi)0zhLh=&TYLQ|ZQr26w2rZ2wrM+3ifn1V4jA;n?$s+Q
z1L6yKrocXjES6vkbp{}uLTv0)C%4>OkLTBy*`_r(F{m9Ume`v}`$kMt6VGejm8Z2!
zpzJWbD1rX7fiI^YQnaMJzq1}$TkTzVC+IRx69-IRfja=RNF4;u8I+Sc$CLg&ZE|ah
zct`Dd-JPBOLPunF#*_=KXU``#eSE+Hekv&{0zpL+1)%{wH3wK!6}xs}h5$__TX)mO
zZbBmY)@xk|Cs+OFi1JlitagSSJUyIKF{Sk!J3a-dm0WJ(=w1|nQ4}}jYu<RkC+@Pa
z7^wOgs)F4sKyFZG?8c%ek5)6G__YoO-%Jz<$~4s)57(-V#whX6(^)(2Oy{YjBvi{E
z?vb|QSsbrvH$Fm+6!K{B#W$?g7+&?1pG?4U@2qloPU@Euvkq^pbZIKl<1JBJRRd%0
z!Dn*62iChDju$gXsQ{VVb&JUecqO(2t&<sVkOmu5r6W}cPB=pYY$3*oYr2-`I{!O_
zKYnUGccSS$7j+d%$?UvYSIy29WyOs{%R0P3SECf;$_5w%J%Tw5eMyE1^zz_Fe#Zz&
zby}3c960FPwJ8j5kJ@s`5h+G1sqd4=Rr8a|!C>RG#)O=0yvQ`?!27(aF62E2dP}dV
z>a|m{h@SrFjmn+EdaDswXnp^Q%%OwN4bN2O7oQ>to)-$o?Et(9rkUw_n99iC8v$*9
z3P?{s9fd}()Yny%qDhLa2nh1Pxd6liUCoDO$oDx1Y#sCx0Zbn_0~0d%J1|3nHumzn
z3$UR_jQ94R(>&}O8thQQnS9XH03#+oEfM?SjsgDAo)rh{qdjYgo8@_TS$GUoCBatm
z#}D-HIG<^Q$zm$=^|o|U(o%DXbC6%x>l?O7C)J;cI%^gF*+=eQ5LiFxWLl5UPkhJ7
zb?wo=3S~g*jPOv{r6CZ}rcB8Dt^DGv>eD|5sz*Oe^B?fWyG`9aVB%AS@)P2C(j3ge
zfLUfV*p6s26YzmyTjwQ8<KmvdeH)3c=6v^EZdW8}8K9r?d>;XdRV52&P_=gRX~2Mg
z{E+DV(i5MbTWS>g>%@L^r=4va6PtW1m4vJWlkYe!DvB$oYj5EGe9es>z{q9Za`sPS
zzMzj^nWqngT+s7mlIf#%nIMsP2<$9f#QW4Iz7r-t<3+Xam`)F93i{DEH4FsRt=e4#
zY6@zt{QBuW!Qtd!THXY6AWS*FWc=$%xgPwxUyj!Gz#7ug<8?gW4X30i;gHzsz|(_P
z&30o+s*mZ!*)VHCTu58*DupM01#(8#V%)<~`>Ll_-iWJoD`ww$mRT0|#>$qx=&>M2
z*MAXu3sn^Bf3o6TGK^dfZf6szf;;iL2%TVvS@QA?0_(L^bWK?PBk?w}og%KqKH0`s
z2GwaUt}pzt0=p1&)VUm8&_j{~4a$E>v9SW?H}bPsU=2aTi|~Wlj64at?ZFp^nj`kB
zboI%ii3VrNq)wlBn_EiZ6t(RjN|Q4{>~Mq1dc=^Yy$~CElr~N%rQH6tGavf?RXu)z
zQGs_eHuvV*$a!a7fdu5gT8>Nl%G-S8C%3E_uTdN$EJ|2nMA$dyLuOQ5BkAhn9<F7x
zef7pldtirk={|e5>fTJ5W@y4?V4*Qc!=!QWfq6+uM<Ht-JMIN&%dEPg(K3m{ZL<1x
z$7}?c8gUs@Tw%%eYi?5&UDQu$H$&#s%Z~$Z4u=Rr2MWz(Or>n5{oTmRQ2F9I!Et7p
zK8@XqzW?~5JHc76;6zJ8zS-2aC6CggF30oPcgh5ghDYr6vAotQalvaY3#_7hrKTGZ
zWg5Pz=>fJ_o=Zsy)!hd7^}}SBL|=b98<hKgh<F`=CZZTnRn7GX9QC%<z2hG$Kh;#P
z^cHhzdsfhi-^TdhS$c0^eur&0Cp957oo$N*81GGb0CJTMS4x-zbbCr!Y#)1c^62e=
zJF@ns`^JDtOdxi*007*;^N4Q-PhJ^W*?@r2S3n&@kHek;YRzCm;*g2D(|JF~j8N<^
z-=%N-xXQw9M$Su-PSrDU345yWikAPN$C1IrOmaYEk=JZpUd|fpFqIC+hJ|r+GBowI
zL<u}j2-9FRJA=J9Q0>D+M)PC)R&h199Fe#YzN&bGom`8Z-_&p{eqIu{Jlk);N|dU}
zrNiIb?^Yu&`LWOn_qG%TVNsh3Asp$ii(U>e4q{~cYG~ajVL0lbN>Ig=Lw?$LUQgO!
z{_9%))RxzUCLfMSP3`qKd8~e|_6n=sWYpk^fLS4=k@e$<<E$Ywhn#U80busQ^9sEr
zw=?i(bDuP28ix84d%s=*usc(oQy1Q|9#po{n9cs3KJbxzE_8|0{5W$OIS<1bpiP0I
zOcMpnOKw@1al#$zT^=Z8RmfHZ<`;Bc@Ei-KhHIomj(U7*HVb#i#iJ=se#;UwtFb`T
zEK!45zc*_qhNpX7n1hP~{YUU`%*|U~5lMs!o>MxT`7#th;6y#>YGHP-vNjc|63zfZ
zzXcvQzL`@2bxFoEf7^H|D2%Q(+2a^{RjgOal`Q$C<)CKc^XkQ$)f-uN+OLP~ojsWk
zYt-kRHM!@ldsKDn1#RoOGh>@O2@|%n3@0O3HGFI&iOa0Jd)}0A0EBN2Jr8)3u3J?U
zmz7SeHCZPV93u2#GeC>Fg$kv`a@~J`MR(F`>$u*ox;1$J#tLRk`<uNE<&~DO8a=-I
z2h8=rXoB`kR~HisJ!c&7P49Y8nNd6vY0Jif9s=niViFT+mfUFw{rT<YiG-0&9tV2l
zQZ931uf@p4PI@nlyK9nG=3yan#R&31Zle5;oz1??=RPDv<a*{WiE(ji17bhm%>ga5
zc{8&Nrr?jZ6$BL%YLg&f!^0U(hGF$r1q=)(K{ofL<fO*ABrQQyG&TmBm`b;Il5IV+
z+8g9ddtM%}k^Fl+@A;?psxF1ic(|WnEMj>aUt%p|rLHNDYhkZju&G`R>`<(dfiVd_
zj@|_l#5?~IHFMT4B8tPhrX##^$BvN7AS2po(!~$D0(}*L->^d%LH}~4>o5_GlKDeW
z{dXE~)V+&at0w=lqLwNal)o_8#S9koVq#*Ns$_#dNc3aOY4}z{<)n65IvmD=(7Zvl
z12(BKz`-((#@Ty^{Dsn(Fd7lkolLW=a%@?FnN+DcM=R81j7&_raTzg6qKUH+b-|pl
z5>*DiFZuwf0G<>qbMNuly62{X2z}txr(Sa6K>XMLCSV3)X07vRQ$7ffZt|vgBi2_(
z*cx24%dTFQ-8^4DmbU+%Pt1*{>p-4ZM-NuLn(ifZoOY1LPL+1PaU3BKTCcpzM4#Be
zrg+Y)|0x&F0KRuQgL{h#z}^R94nKA1MR$y5KjZ9oelXy$YHAG#4N7;o8lptyhc83Q
z<v9C{t<{dRX!Va8xN6J%jzSa0oG{V|rWUs=WBx!y|8@CuBv!19QO--Ky8#qkJ>7dH
za&-C}zaY_dirhj{+8D58K%xVF7qiiiAqe@0`r=OnOTq^2HCgW^CM0Q|9OMFq0i#!Z
z9G`++!N8knsEZ{#EAVML)Tk2eodWCRS5X@tw1Q%hG+(zSxN7IVOCL>L)xIRIDc~k|
z2Di4CT{)wLe7K_0hPPh7X)av!v+axv)ObZ7;(9=Es7NG!-jIBKh|AOV*T%ISN-X%|
zzm~QO-20)|dTDZ;Uzg7_ix=Ej3xAYhELv1B$wxH>5HkVx&)V6TB;q0`B!VCOXmqA6
z3=8ot7SL+M$a08nC~!VTN@0oxr11<B*pC3H0C5=iLeG@x$j)G;n3eXWt6c(jyQ?DI
z*CuL7fFpKAXUqAjzc`x59(a>M+Gf}@3O$nq#vP<dbT^%t=i<a;@<j}R-@N6ZHi4;Q
zW+Rl0OjBTils)Nl`WOFX@gw8e#QD}j?qSwmd)P$zVl&_Q6k>v~`^3^2jX4hSK8^B&
zqVFC2zl0tM`5$<FAc)eOp$<g`xDLMj8hr6f=2O1m?{k|_!$Z-KN(ks3z){doLnwul
zX9aWN&>MJ5hv(qFSB}_ey^v-y`U(}LL<qQ-#oJ$o)YzC1H${`l+u)A&YJrRVI5Wpk
zm4A3l6i&<-lRwugf@29yFSb@PB6<OGLZ6-~OXcIkz2KO{#29I)3THF`nU*JcDF2D;
zvJ<JqHR3uT3N=l=P<Z?~@>*8bBVhQWj%H^t;hyE`)+B*eh~|$R9f&-ie(OFNM<8_R
z{Jzx#{xPz_GZg>_po;(|g@Ms#4NN9apimU3`IOKmpLa?lrMU0CdVU+94a~)1JPy+~
z*3K6s64-er>5a}&miW<~vq~b2XudE;XCY9bV=il{s5}7jFPca2h50fZcmZyAGX>=i
z@lu{{5sk^v^sY%dHpk^6+lquiM*_q}P^=C7#y9rf!inG_hjU$T=;$m}8HHcLDoIHy
zGmxKPyTdi!98^>!g}sSd0@#OoVQ(+@^zdlkT|lYLGYke~`PH96_|U<~wp;pqnKPbe
zQ~D*nV8Esx_Ho0@x<=NGM1pZGpe0<+q0syQBo9vwaBe4B&j`&tz)sMKH7(k<b`^W=
zZ&$CKrZ&&};28uUDKI~Z%Luuc{E%o8)PR5}dGj08I%sxcaEe=L{IGd=txKVxzSGs!
zuWpU?^V=wH0zjdnJI~>(Gd4BUg{+;F@vfmzMAz3dAHlH!)^$zuMrB1s2zJ-D1Vgc4
zl99zi-PUrcuGsg6ng`2awWBWoUY>{R<@|AFi3SC}xqtK+v;UoXYVDo;1_POp?@-YJ
zM+<!ADclm1IdNcpxji_DbkiXzCB(sk;t<{Fk8NKVpWVjK-tM;PhV}gzHwW@`W+u?Q
z$;ikayFC^hQ~#>a>g;!Hb&NNiJBgi^rzsuYs^wF{7!yqeG$DV$($sQsfMUl&<9!3+
zA`{L45MZ@7RP8$%5w)FIdVt1d_fH;*3Ia_Y*)(%6G;=YYE~ab+!^36`ra|#+6I-_D
zJy7At|DCSsv8RFA-51o-x*OeD&ks+_roy$A$`;cTHeY55yz^3Xba6}UWlACexaz*E
zd;grAi-DK?+qJ(7+8BCn3!EmizO0>hz4f~*_&pA^F*tbkbF|XBZf+s~FBPY5gR%n#
z2z}hZbO+{Hzl54g0|M$ENL93Y7+_4TcUdT+1Mol$Sdg7}X?k~sTF#C?m0Xleu{fw*
ztV9pomjuyOjT5b?1M*{+leJunCmchOM<00jz%_r1<7|KJ?>tPlIHM5`7^t@X`b7c|
z-Fz(#J`Rv70MsaSb@2LvMuSTM;^RQPm;MQD=9`jw0V&v8!1sK(_P3+IKjZ!3@rjC<
zWr-TZO1R+=Nh}!A0f-0ujh>$?4!{;<WMr&Ih>yQ$K-BYDuz#}+M@i*>T&mRT6&Pzb
z<5@6`sHFwYFzScB<~7`B;n@G^{Wp&^YdO^^50WUuFFo|Uf!j>k+trWXR6ly7H6n<&
z6#EjjSfeqJj;@ZE+nNsiI~Rd-jt0`t0j>g6OMsjlst7QEOJJr_I_{^D{n3zOUk|U%
z4_`aUbh_T#Cn@>HZ$g>ekYGk#sh)a8A*S`L&P;jk{(_Jexm;r_YGbpP_Ii33GEDR!
ziH}(XnJ7reTXo!ye(#K{L*gwd&s|9-(P-Aw91!Xvm)|cr^s3`QI0H=NGi;xiEog=_
z=xf%%{tMOTj_)d%0aApas?5pvLNKCzjA0hX2))}`7j>7{LY)m?956ztJ*wy^#E?pR
zTg2zJfbR!O_Vb^9C#0u<^rs#rZ{ST<R@VR2a`V1CQ@Ju%&zEEg#AN|5q-e$a6uMlS
zUxilNR6!U?jghY?s*NlOEz5J>cf7PPvl-k)b5*WQLo)%4c{CpuPZ_A#zpUY09bD#-
zCasFLz^g$A%(akcnWjR8YlDAm1mM3cFi|_Wi_YP}&~}GLGMIGj`oox0W%Iaicb4s{
z7tE%&DHoj5n6FQ5rr9?2iK2`g*R3weH>Nx>*1G)<8gh{QcXEQekDF6OB*eJ}z@!E=
zOI`}j(-f!(ujsG2m3p0S<Rhm8D#lflcNZk6p0f|{weu}G9(FoR*5tF_GG=~1<H$M+
z&<f;am@MYG-2dEVRFvvRAK5vJhHZ1;ei|DuSPaHC)rpok4w#NUVIR@-9#g%*ad{-D
zWjbyf0X2`^(gg_oSe~T1>wh2Y$$Sn|y`qn=i@1P6$Xh0Qqs#}lZG@05%V0n(<{Y%U
zf^kLzz!hKzF45K&H)V()u6)(mVW0Gusy!hi)CWM@6ZS%i)NG|9S0wR7ZB98|{}x<4
z8ranepkgwVCxyZE)AZ|5d0xZza+LY1pk@okmE4>>Jnx_lfrBB)&2Q?eH7JK{powCK
z9DdWrE#Qj%5jSN~HbRqKh$iIdB9@Z$OD6fG!wZP`VQ3J7l50WuWSAiKIC0zy|5(Q_
zSoLL`v%Y;@NB*}Fp#4UtPGFYeKxl#`rk2Zipj+ou9`g3I>(*<0xzp{_qJD=*)pPn2
zjWp478=Dh6SmJP?!Q{o2;0tX})9>?kRZ^-(LD4Ojz>hhxE3d%Mmi(fijx-6ylbj74
zKZ@))7_em18jtJ*(oS>Xy~TV_JKi^y5JWH@<qwf|iaC&j+AIu3fZ@Elqk82$wX>fS
zD{uw!p-PVK1SAy>Atl&CJl)@S`t^oq^iYF*ZGS}SS}PS-R|f|ANC25Lrs(<~5nOVz
z$4{VJ2Cfw(z0D06^N*~g!rnYll@2Fr<6JHOHA;qQ+0nc1*ZKXMOIp_oev`^}oG_AV
z<U#HWW(ZA5s1nwR53-8=q`R3=n*3hA%g_5=@_6Xh*;Loy?u+x|o&<nUwfr$%V3-q`
z5PpC9m%Z&8lc`7gY0J~({i%yr>rP^C?L{ifK6qsa?2hHZ0&$sZVIqFE<#|C$+3(!z
z*ah`p0UQmiwNhNyzdD}c_bi(RJQ&Bf7i-?TNgY)WZ&{E?=!-PN$UuQ55oMn+JXGcC
z%{QiVPo&N?ztnns;2ZY=?l}#w*6nAeI(i?OAv96wH3P>1j<1Lu{V{%S_PX39%m0sv
z>+c@6aW`AiU`}8;1>R9=ML-g%n~;JdQ8WBc!XqLQP2QS)Re1DOfpWW@5XW)t9^SYu
za!R(!@0F%P$0QA3_kaBed-Bdgd^kK83dq8?v*xdt5J2CQIJeGCCgf8NCduxuetnvO
zAHd0Ayb%*}KUUkt`<&<d;R?a|1{r!0nEKy~yvbvaZTutIlQ+Ux>kB@-7PVi3)pzd$
zKn_m^NH7@=eUyHmfJu#yMNCW#^e%mx;{Bsj)3t7&nVdDDP>-ZB<J}=~m-(pKk-v%~
zgOWO5LK6A0aaXwMW&G1pWS>5Zc_htc5?h?;;EdlSGt9`{gx@UFN+9bjli7fG`;z#G
zZ?>Poq7?$)LJvz4=gO54HIu6=t3}UGiK?DNnMn_bB3Jdt^C^&sg`UkLr4wT(q-9;*
z=e)sU4Zdp8EDx8H^2~e*KLbj?)e85b*1tp2rg4rh5@z@*DJipPn2qByDyynYQ3_Iw
zGNXnr&ds@gQ~Oz=7PvTQg}0#IYcv9}`JFX$Y57I9`Ydp$-&67?T96JUvi{rDdBt~E
zH@{MOYrMv1cmTzi8Ka!?;zi1f59T8gf7-yiEh>r(lyZML?8z}vhAgt@4Si9@N$wA_
zG|sHa7{?d4p<Y0`n<w(J$-LIlftW}Y(aJSgnhTa<04@oH-fFWpP>li>x0cYd*)-ei
zJ_lNJPVV41k=Bk$a@JKe|BCYr!PV+cq3Jh4{#2DXaC!eF;ey&iy<*$_i*73c;xi*A
zR9g#2DLttUVqE`G4M+m><BgC4O`ClBOL=~3B^Q?}5R4`vL{gtl_q;!u`t!_wEYDaN
z4;6Z=r70sx>~G#Q%WJoI67E(hc6>s@0f({BkdQmkE*`vKpB7&z?!@S)`%7<S0rTy&
z2lDgFudw~^#CNeIBRj3Bx7pv%AF?C&XHotBN=SDFv{J$3B|om{DHHg~)(*8x_<FZ5
zBwkgWloM<CIKZN%2~&CvIT-TzW`x61s~%_i%R8zAKWx?fB`+Urts2`;#_$O_Wrr(0
zpwk{pr8;o=6zs<!o&HjKX!&sI{o|V;(HY^+MueMSKWA=_T8VXFM}Dq+1*jtU7s|%=
z#Iq~ft%%Voq%5y|2@Tj8t(84~w&*fQ4cGGX2{tIvOvV-1NRW?hCsW>wqAGQHo2t%k
z(N93`kX=;tD&X;>SsT?@8A+(rzt3OjEd2B|J%d`up;Dt~Ao=JJxkYz4VQsq*QBy`G
zNJFq#nk!P7%Kp{W-F4352GI+!%LEPZM=3u)zjw)-+A%W<tRzN(7vy%?slCe8RkyU&
zrI?VApqI{Y?y&QnHb^;O{Ny;lB)VEVnX==)T1oaaqnXCfw6*$&pMIK*luAlUa^Jsy
zf7Y`Agsctje{~erIuvNLe&Zjm$U+L3yvW}p&)S3Lc*^hnbDo72gG151iF9iJk=<qP
zEd15iH}mvIt_^i2nVm7QJy;=M@Y+c1v!qhBzKelzWlH+-LxrnzC7WxsbYfP>nYSrb
zVnq^k$LVaAbZ9NC@?f+?Wj)Vx>MbkfCDvt+yJ<2hIlo-=39>+=qIaSA<=0Ps{{B3|
z!Z~21*JjNPw$@Wqy3#XM&LCvX68ZhpmkKu%jrctE6cP5?G=FWH{(x$!6x0V=G434H
za}qlwkK1r@d1qv~dPpU)@nVvN-mehJw7xw3hb&n_Y})Dh!Vce7O@-qVO$F`u)uz!p
zY29MWXd%A5{q|@&l&Sc5cV=QoUOewo)7=pTwrJBTt8D*Iif?~EeOaIa8a#uaXlg*^
zqmWfKipRXZ*j&9SR=$RVKO-~j_f~|Lw`9<G^Z2;kV;74$8Ig|mALPhJjZ_O(GVl?M
zSJYq|3C(lS$xjlp$zoedkTw<0p>uba8gmDQ5sU|1x@e^lD~SS)9;&rJlr_P3l7zNO
z2N<7nX^|89gLsi5TeKoG3Hq8Q?ve!+nyZ7%EiA4nE5}}4!|-2YJYOE{X&&!R@oBo;
z%XC>%c$hqN{A#7bEq;2SqNXce_7^xR!&{@WXS(m>w_5jAJGt62ABXFmt=e1;BAkN5
zZX)v_04+$$Z+Q(=n>_D^CVkKD^`#?mzWYjeW;e^L^uSoJxWv4Q*VaMrCp8U?qA+d#
z%3>~yZ}>rP*lyK<T86Ea)nkv7v1mKwcD%7$%wThDC3HUDy=;4r(pDG9KBpf1S<_0L
z*gGf^<aGYy5wXufAig{9m{Pi3Qf1=-U;Q5i(b-o^UY?C*f8$y3^a0!<1g^{F87AF`
zd&B|0z$CvP8!Ra$WvY!dD*A3z1ZJU6(_dcpzjwSLei+H_<S`jXzaWI9>F=j<-YVD@
zF|M{?lixMtvY*qJefwylV&(qW(d2XcJx4bwr{c#lZYvq?D=Ph}s6({eOP3#7Nlrt)
zFcYWAh=@b{jiuNwO(NKwgQ4=%%)XMJ>LF?Su3GRB6BW)nb(=A$i4tb&7wPjjZpU2F
z=)2vC|EpH{tHLMb92KSg^Ri-*3@OnvO^^Nc&V!v=ugcNQ>Ga%#Ln>ZVYxNwqUG#R1
zqwoUBsq&k&guKppeSz2nk)4JYeHxrvp7n8qdsl{?VD86{*9`B+ZZr+EggTu5UJ=aO
z8?Cly$@kwOm~Xuo1m6W`g<xqI1y_R7z1IVsIH5`=THfv1CEkUDAo3+kS~tbR@t_$$
z`YyxoZQ-Rcq8=?Qnl4k1E@}|=!4*6xx`ED1%61Gn@X#@yNf6-U!^tu5T!K$*hU%dU
zGfCX5Nqp=J@SvYEMo>~v^jy_)e1+At`r}h#wr1F=M)dZRP}`l@%AVK1HopiZK8q?_
z7^y3hJq%6wmE?xyyfv#Y_)+9=?LHado3<=D^ml6(<f$8ZeuJm&d6n$K*~)hreHmo<
z#xAGAXoF2I%-^`pT7i{JkyVc1eS?nG%k|t7fss7zCXP=sjN89Haw?<5$fe}Sw!Z5q
znO3ESx9Wq^xOvtW7r`b3U4hj`uhN*?%Eg104S5=2-c-Klzdzmir0|tLP(6bzBTa3n
zKXtq2PVB=}bOaDBKTCY1e)Q%VpL)l|*La=pL~OAyy<oWh@~c9)`Ew84IP($MaPJ=J
z_M(i3x77>p9`t0dId0rHTKS5S`c;=x!~3d?B5gGm;a8lME%AR_y(>y;uL#iO1)1QS
zl)dd+sY&PqUsvZ}Pq%hweU8+g3LF8Q1VpEvZUU0PG!10T$!yzyZp-WMQx`7!wDjfT
z!o@NYTEHWBR$n{~G>PGX5IB&|uFrXK5qPN5jTfm`V)iafzw|J=(E+#)`s60H^W0@J
zz*R!mlk!cO&I8Rka4|9bdc9s;ZMBQ&@rM@-L5A44g3G!{p#OclFI6Qz2w6N`$@ACO
zf3BN%oipG89$tKT&abeSIlJp-KP}kW`AIdpd8VPRhbzQ840<2V3zz|o@!non;ktOb
zg6FM07Hf4+-+ER%|JAztz$VMm%bCDS53+!_s6}l`={)6_{Y={Az{;4<t?3{?e02od
zzN@OX|JqkI>2H5tB{bRZ%Idu{Cn!Opjq7PwHUEtEn2kH1F@ZA13VE=PLk$vMtjjh#
zVW8rC?|fsai5+*v@l|}+=cmp*`}3NX5En4lfXt4$H0QrKFcqKE7T3+a`qn!9)WpX>
zH}9S-2ucR?Y_uhLD?iQI>E&io20G`>A|4zu>iY_wW&v~m%a_K7(;U9vy|R8=#f{0&
zb+h}cfr<^9+r*YE?u`RAju@tc3nuk54GUxU-&}vT`|>>-{frm;{J*{i=ID7g{*$hK
zQL(AMmb3Pa*9o2qdnu3)8qC27%ee6L75n;cmu~sRZBP5;cG$7@@%HU6P63-scmDhQ
zn!d#>*5~f7MQbm5gY0>r1oHKV5SyG=(&qUWWv8#7((~*5li1snFMPM#e)n^sz$6iF
z_N`lii&LJ@JNq<yx71$nNws?5w&nSmjLzk8Tiy8YZu5OzJ^Ayl@Y4NjQrW(=hp)SK
zxI8C3KK=9`ap2i*l@AZK*;WfVzw(K=b?f@Y7gIr27fb{$pZ$J366o|j$Jbd@y*aR;
z%(l=&e@|uBIs5rNZ6%MV9o?0BoU2q-M?B2JJo#yt-tSBOCMH(bUMziaZuPaE_ftSY
zRd5gFl!j%6FMh0$t9?0Rp5>QyaW+<KeD;|<ot1Fl!l%9+dXe{*&0TH1wb*z1p|s*!
zjhC<eWv|`6U%#}F+hB={%97>#e+VvJwD8zka45b8h2jED%f1q$@GBQy%qVh=UYOv}
z*|G9oNJ!d-oqR^tu_xEPNRF=!YVS{%-qyBz-OUB}Z|&NWcph{H;R9Y!fHrV{+gliP
z-Tp(*o38KqTlHcuuB+eqG>Db?tn49Bf;bajTsuz?ltT(HUJ9%I_-gAUmBWY6-MW|b
z@}9K0a5+#-13w4YB=5Yt8=dCg+ZEFH*!M|q<g$HVt*5WBmMr|A2sDRb789sAKcL#C
z`1h*%wb##1PdiztvQwfm`f=jl*XjCKcimf3%@4BiLdlGSz|!x5(ea6LcYg1B_wOL%
z)VII(el=3DoCM4rrT=~ZMqQIze|s-T@egLOsml7Yve)LnySe_ad;9Amd*g%`(`2>3
zv}%W+Hu{+$22}UK(FK&nK1_%$-10n~dDs7s&Q-Y@)qdYOB--ruWj6kMuz2;A>o<d*
zi-Kyq55gc1IWXT4b^rglTe0^0&&5@r{<i^RwCvhz=C*}j_j>+)#mZfB_F3H5WsBw3
zf{HW;V`WffVKU>f$9mq>ub<1^N}jm*DYtI&dfJsVZRNL$2w<Ng>i+ByBdM$}K_IuA
zNP=tugC8Qx3!%&ge^3qtg9FP!5ex<of<bLpF!-Q}qz&YIFsSK*AC+teF3Z58^TCN9
g#2hu2mVxlsUYJc}^P|JvI-s!jboFyt=akR{01EG23jhEB

literal 113763
zcmeEu_dnI)8~3sI%*rMtgi6SsWmaTwipb91dxs(vGDDHQ_o^saN$A*=aqPW4*XjH1
z`+EL>=f~%~PANX;ocnX%*L_{@_xpO^qVC_lLqbSTh(I7nl$8`T5eOVl1Om$(9~Zu3
zj5%ZiUvMo{?<l}mcpS<%2EZ2rCnbFs1cE67{Rbod_ogKR!HQ5;kk#@`UzzZF^~lmo
zc;k4bT6cF+Qc|3in^i85%()Xsh#vpRPBb061{F0%RBGKFoG&?JYS<Q(QK|Q~*vM~3
z)?ItXQD-KD{fNnGY3cRaa!JYVkEeU<@ypwq!^oX)t{!e=`|AyVQu7M?yo$mH_s4hB
z7hVLj;>#%f?_nD^zJx<g@$WG>W8S9vzaLiJzBbLt{_kOsOSeJ!??Q@V4Pwuz$bXNY
z+_+8udzpeQ6_&}rSFz{ZjK&c7-^&K+KLw`zdsU=$ti}KTIGCINN0X^3-i%;3FmBQ$
z`1#;o`(!1p$$RWpjR-ph)`Elq5r<&s6QZoW9arzy|CS0HRt>vtvXM4#-JdpzWeN-R
zzJT<|*AJz`(SHl?JyGAC`OphGW?}!X7oxp_ADlH5!<y6gPWp)ZscAFwpE#xnzh|Sb
zALs0cu*jTzs7!V+|95#6H^fLrMAOrY7Xl7-xhLI`2~0P<*6Qg_z7=He?F)=u`ximh
z=IARQFSq(*AD6b!_XT08`rG9d5p|lLQO*kZj3uz7{R<ka#J_iWD`^#3zCRn2!a0tE
zD81j-eavt8{j1r(uuEm(g*UwXjY+(0eTxhuqn3Sv;b^wHyJ@$W_bLB>ugY2Ag$d}#
zitS?Q%J47>ZL84v6PkdnL@9i>Ju+Gn^xu!Pz6jeu?CW8E)P$oK@5+l8)Y7%zhr^1I
zYtz#=|GkxE2Xm8xDqk62U1Fls-fD>Wt@@|hmD{gQ8e7+u>WGAVw&F~WKgFg0yN|`g
zK<XxiJKdAb3`sugimO3*W|D_g>6@GS{e$7S=8ORn7LPNc=50-|{I>s4>!($_Ty{6!
zXp|ur3UKZI9MDLxS=qNddiZYw<8)vGN#&=#-i`Z-<e#lFSWE1Uvb9QiZ+%&8nKxEy
znIU;jWqDC&wCX&UMgFj)F?sbMhFW}E&F<)rh*&f6zuU+q#WKl}*J?iZe`b2DINIpJ
zvRS@UY<TTp>E0#(J=GL5%hhos(*CAp#<uO`lhKHWs2XuI#sJ@f6xsi-x~rBsnMsb~
z76ZvMzoQ{Kul_t$$~DZuW?S0Zlcx^P{Pz0Eh3HkEe!G9z+EV+Z!x+JBf9z0@@-HX3
z{(uZrg}?R@d++Q_{C?A}uu?)*6<!Jlm18}Q4}Sx`1ApzKh?^ecjgPtv2><v=FYQqN
z3ynB2^dxj#Wca(9pA+w4B9fbmzU*w$$4duEuGir^2>Z-OxHA6m-`${Kd3;4*JTpxE
z=J1l`zXZsn4Jqzw8*fVa`ghftm8n+t1(&_m&hEVRFx?WyL1$QdPRGMCst*O3|M$o8
zz{mc%fK7LNaM?`qcqKaHr}v+W&-|7Xb1L?oL@!-Zt;@-K7{9Xme~t9-OEgaUJnoOR
zG+$aMIa%z2{c&vGI?0=q;&fBBOS<FhqkqBtq`=)9L!sz}F1OjNs_EJyJy**PCr7^@
z(@WQ*=cXvbqEbmL#6j#)bcR3~-{|pPds=F+X{r2oq3$S-9THTws~d)@q+tBNa1MiT
zPVM}mevVuEeeB7DQZ2c&sg|IYq7sSuk*_ZnuYXwV{xUeamC?4Z;j_V}<$oZr#o~$h
zIdrcdxh%J|EVr^V^uqHu?+f2kult(se;YIWH@gpBe;z!IPwz*`6n0`j(%-bDy`f%N
zN%Vq)J4!UJd0nb|@Dol=#zMO@<IDAlp!Y?kCVz048?tRnWdGQ=*3Ng4(34O(HZnaB
znZSPRy7Syrz=r<&LS}r%z6qgUPco+|%fHWgYK|i?NSwrSTDLvJkHE%giY9P5c7Hp$
zlYfy6XG4Ol#=iE{$+-5=)7woacR5Yu>ftrs{qc|$+R_l0={9qgOHPbbj;&0e?2!Yf
zeI7aM(PXlBxl){x{^hNn5Da+#-|GRbL#oyfT8<qQ`XoJcUZIZ9no3{b;sse#y(_ir
zN8%_`KBH|i`$D=PLf>uTay7bkqUKRo=mOh$uVYSypLqEBo+G*B;e4LB@V}8?e-6nj
zXP9F{;)nlX&s~As*u!np>9$4gr}d0qe_yAM{oFKDl5Z2)HMh9DB)d~Jq~n=KbR#YR
zW1e%_1$9^5e4WMU*{pr7tU<V}P2VE-p2^PLmjN3goYMdM2u&!dKRPBWAG=jOwx)Q+
z6?}0O?~#7EIh_($;^NX$`@jIXu>G&lnHlq)-CedfcQ5%()-xGwjyDb6>k7icyU(98
z<25<MayheWQo4>Vwu>2Sz)rWE5wolPjLbCl`x_7bp3Q$*CmGXFh`hSYV;y$GpSS9F
z+5Kmu2Hcn$O5}&Ca55eBX;y~r;b~F7TI)gDEJG^ma(>>wputT=9(((R5(jzACmO$J
zS%YmYJ(FZU`)ig)HjU-+0hmwjk<C8NY_?e7`0oZV;Da=Mb$t9$L5g5OD2i=p*ll28
z_{q(eDx7-BINXFkw);Yko7aom2x+aFPJR!F*ay#vB2u+$s|`rtSy;%<9DnJB5~ENZ
zbL(2aM!?QslHSt?<g6PKE9Z0ZW{|?NNQpm;*TZdDk7?2K`?uH<wvH!uRVH$gQZc+6
z<EPS><H<39aF1AkQDr92(8p=(NNC>Dnm`dErb-KPM)ihm^<4q;yZ+T;>knngvkZ!J
zw0NQrHy<_4?a!Pp-odvzIaFb2SXNQ^SsY@I6jZ;EZxj8KumlB{Wy6&<7dAb8bsUYi
zTaNEH{icyg2(*0CBgj&!_i^;GbPS2e<fw!+8Yd{9H`WH0p7%SP97OTid7K4Rldbbw
zAUk_$^yQbh{nu;5oxhA34kQlfK6#Ih=9tfcDeuDGe&`FJ{B1xzInP0*7*tsJ-11@q
zM|%aIR*`mH36ds~Cpy?wEOtI$y}Nn6x!Z5|D6Uv?+s9FHXFd@F5pLclNbKt2k!w)g
zA*3!uPqJy$Q(>l0vvnw8QBIfeg~Qbt&xm%+wsq9^J7Gj4+xF%C_VIG8DBaeEOAD9T
z*>gH;T{=E4v>Y>>^!G6$WIASB%b0kFH_4D5v$p%I9hRkHxGbUzbP6{u>yuSr%&y%!
zk5d(Yusvm;T;lxpWynpdpvW_Xm0Z?Z4~JKol0!MT1Qq$o0-iY)B4-f+kze;#%Q8Hl
zei|tzA<I3#cjo#tQ#Bz}fjvlp9iz)xLEBN(w|C!f^Kojv?4-W{<nSbuGrmOALqf`h
z^iCc?syR2=@dMM=reaZR{+K2E<0&68NKc6#_H1t^`DC=eX_X2@O?lCqh`u!VnukWf
zOv3d;M63qtRWmc_MgQK$>N|C(+2l^W(e2zp@)`bt52LZSb0ZblH~d(VRB*!NFzSs+
zFN9&z>l$Hv)D>;|=|+6MIwhmbN$Z=MZ?m|(+!0Q~APA2l$&iOg?f{fwPxCKD8;MPh
zLg{nG|CH94X>W|PgXD<Kutw$xlt4R^%uvMWo1$5dR&Qzl9nZb)cx7}jVxxmmFz#0V
zkm{=kJ9Q5!urai>sbx!G%FsDwSx)RthKr28-X~iRkIut`Ow1#~-PlA+y38YvLex*D
z?>#w#+($=8W&Wq$u;%h3ZU_AmSOL^p>)|TM8aHnO^!kvOuuO+c`Qx7-7M=E55vz{R
zd~x?{I-g?sI1wK!uo{HU4x}Me*i28Xm8(=%CH5smkN4cXF9r)qJnL>f>v3sK;rKY`
z{8sb5RlqMBS@O1hzq%5l{_W`o{-^cn@AgQ75igp3X3oYI$Y1^0x;iSz>bLUnIgBGZ
zhm|@0p_!T4&w;8>_`!%d(=%JD^Ig*v^X!N_ce$KT`U7yeSDNp@JQ(=7BOf08>EGi&
z_7YP3eBQXimtIqDJJyfhvO+9-PyyLCw^DMQwtL^0gtKP48*D$;zb(OhN9;{_Vc%H+
z1R89W9BwCL+D{e~6?~UyVq_CI&>7SHyK>oGF@j_1lNrmUFT5lqvgbc8&p3=n8WiIq
z-f8i4FKjDuP}<AS{yEaupc=d<>U-~J2pRvOSbV7I`>f6R#K?3{i-Ht67>7$8>cutR
z?Z-ZB%01F)!<)Xoi^$fF3EgJQrNx!T_vm`9g9&)-qGs!MzBcv7a;eYN>#vDn&%IRC
ziWQ3su@fd5al;S_nK?W2S74_=1eV)es5$8hVBNoW9y%_4PBbkV(JD&NYshSQartmT
z-e-gbvz)G@VODUy+MXfbhMgv+{Z{uOhq5>SPLkyhmVlFuky<rCOYLZqW=+jA%;XF6
zh)9+mCt>3LxtTH*KsnNUIG=Qj4Yt7`G2kAn$T#lv&*tJncE8<tV?y}$sv&EplboS8
zO3n^>TR1Ij!3&YvIdXJ-Y)*Ik*qH?DHJLBsp@1*jy!}*I#X~$nCVc6XU;I`<*Q-XF
z=sR_d3EX;;YiK9{CJ3p&?6DlYo}*L5MiX<@vzrxP0e}2eI<}pUv#q}DUWViw6HFLI
z?@ZDDnnFuMhYub>-C+=g(bGMvCNr~{nF^R;g`OZN<!T9`lRc9Wr!1#>1-h84`vENe
z<XQK*v$S~Fl2qU+oBX){&W91ytMv5H^<xA=Tl*Sp#)XZWh*z&(1x}6NoqykNtJ{%W
z^f|hywRU*z$@wws$rHCT#f!K*w3)=a=jk}-mXGC^mxHH9F82-5b9uPAWoy1Sd-6o(
zL|=$rkt;C>)xb`kfm&e2Cx59Dv0Z*uy!8I!UpQzTZqeJ`dhUC8yw*o4)JosFdAWbq
zaq=u7NgAE;CD+klO@2AnQQ^#RO73(d-qnueYt&_S|25RWs}i$aKNg73-%q`C1`LaJ
zUiADX?^F9BL=qAbvR&f}Q0UN?S*DV+W8hjB>t;d<>-JtP+XigM{oERt%TImwWGeXR
z-cwOxVR6&pzRhM+NL1#aBv8A17Zag2q#(hZxo!02QDp)ru@`Drj7m|~(Q!R^eQI0c
z)x$YaCvKKsgqx_{y8>vQWL394f_J~NIWFBWIJA-ZV&{T@D8UzefpYknwWagEtPrjK
z=jjEhcu7Ye2F$?*GaMWGDl%hI0sMiXp%Cw8{-d#QSx3D=-k$4(SE=*D&0&|D_3=y%
z%+J5Io+FP^_|>7WtdZq7j!#S~H_=e-_05xUY0~87?c3zo7!YYf^kF&NaKEv)vEt^w
z8D5pRF@ID20)mFvi&`;=*|hGBe1Vc!#5(}`#ljv^-|I`mu&~P}5YoQBjE<7_eqBG&
z^rinEv8PS%79q|LW?%fDmEtoiNW7^J>`qMGgLE$^nHSSUE&-p41a4LqIrHcSPMU~p
z<BDHdtM}>k5B}yy#{wZ$mPCwQvQn9lMsCCNy%wdcBRMuikxa8mggKocF;<iUrk|f5
z(H;s`uHNYGiNBfIbk?a~Cv#hBetV6*X9nKXK47E!JV|h4un4-kBTZd;-18*CGCNCd
zjCW4TbZzoJq?-juLfsmEyXNU>{dW86OaG&l|A;OI&TtRvn<|_y*G9v)j6Jf?7IR~~
zV-r-^4;x%w_-}_rzVR0;i!`@1pVIs7;g7f6;^)-rv+#odbee+zAM@knnLBaIg5;~O
z3+71SU{;xOJ%!vsnS1xhAn`<hVuz|vAB&4<tKdV(K&o6n-mbAi1o}#mc{K3cqKsmF
zbGQGn$t-Sg2w+2o!$oss4ZdfPm08-CM>NDSbDN^DR8pA{3tsPZiXc%65<l$Q&TcgH
z<u8hAaenw87I-y-zO-#utku-h)zz(!j1}%PmjTPf;6l?=oChM4ksZAvEKkoLlp4uy
z?jbdrPTdtuPb_x)4tPHHOZiMLL}2wI5DB3llXTe!++I2~uPRM;wBum>5NV-k=UkVo
z*6D0(L%^NzBoQLA2Cb*tg0KJ<Qw&$NtasMf(}f3F3q`BsVGaqwDm=eikX^X^>;ZO;
zBNX)vNxfZu#3rNh$fwM)npi!)a3zl5+qoG1+xJUHC}MBVG^~AiVg!i8FcNZ==&C5G
z(TF0S@Evhn^$-aO;sDp30jVBKD@G5y|K6zk0u3E`WAL7uHU)M};bpi}c7yA%e8ap`
zej=Ys>uDx;?w4KC2$-jM)^seXl;Ob~F17#oenaCYz?iHlJ=q3+YnW`z@gnjAwk1I=
z4s?m<8)Q8X)OmW8jQ6BOX^jv{l)x%Dl;vRkps?rX=PMY7Hv6OvW#<lZ1A4>7#hpHu
zdQwdf3r&s<#S5NLyt*G<XJ5QZMVRwTcSy*!w(0!!pTc+cB%W7$f-Uv$Q{n7-Gs%*h
zJ$i&aXzjZ8Wc*g#g_<;c`AIb{EcKx*8+tA6uzVXj>Ek@^$*ni?2ZAXnZ@D8|LN8PR
zFwjYq>s{NSL?CKVxqs>+QBB|ArgM@y-{2J+1kIV9q}pmU{Z7u4EaS-D>SW0|+vwCg
z-w%jbd|%M9@294w7Fno?fZ@S&cE6eB1i@a=f_*G~MsP5;@}idXm4CCa#51=5e<rke
zqWPW!H$O>*v%BJ%s~AbA;Pal}g12s6`Niv*5rL*ZJ39#L@VCF8UIZ*2I4q?8DnH6o
zB2JBK=%-I@ZLLSUtewn_d6J^gp5NE`dgQ7Npq6o`^t`*L`yis2BhboIe8ibknKIk{
zptFLH!Yab5=9v<3-Xfmq*f-9&^Yw+XaKG;!@{O$TP-6FNQjCzDNuX~wuOl!;hqG0u
zbCFs%$NT(Lbt=T|NDnP|w4f-7&vsMHTQ<VjMR8JR9<#rAwX1pf@<G<5C)UdOK>+?*
z(}nM@ILkB7XRqxTZQWUH-jRF`b-&l?#!5Yr5U&HLvYZ6K!-fGj<EmTuhS!x6LQ6{c
zty9A@GML{E*+4<n;-RK!&?(ZUBE*6JaYtjS4-Jfrh@3hL$&Z&s3)>akFB(=TB1G0G
z{w`fV-taSR(n;W0Y~W}1Fs6O4rJ^;n+`u0^@tQIU+toPJWg}H|JxU<>W#lD6-LB#k
zPz>Q_(J4Rto%<q|TZ*chsiZ9%-1Gw8717b=9}2vDPK+y!E2r<yb_#f1<P?LPS8qPQ
zCrMqwm)qLP@?xp2I>{b6TKPEMnwK1l^?d&F#@ZO^`BDLGK*NQ*fhVcD@_rMjfo6Y6
z&G%Z!Ia%^ZK^kk^LipNlGgI36oZ4EacW-yMI_zD>0`Mxp5C<*sCp!bekW^Lje(?kt
z##28v*2OM)p`_r;1>7)hPA1vX)y*x6RU)NFR)gwYVe~F)M4+(Nk(==eZA+^X2c~jD
z25RVdx3tq3N4rVILnLm(pKSit*)cjX_0^*h+#-?;;B6!W5A*RjYAgh;Z|hL;!aly(
z`X@Ds$OEHo+syBbD00e4GW@QzpHAL;OMUJn6>gds_Hk`09PjH<2a2?8r$J;g{7LtH
zrc<mXcB#JJlf-E?k{c)^?|qy7_Qvyw2o2PF#K~-8_WpjSGw`T-qYUbeaO!$<PRD8k
zMRIK5Lr`Ae0R;RnB)AC3y2hSS)Cuug?Y7o&_`-k?Ntm4M&X*((f)W&aTCd!Y5P(Js
z=32sFL<OIGvgJpMYlAGcgVvE>Cm&tEV!)%99Om6j3hAwAm^{9V_Eh(|8W#|X&s|+m
z8&vWrU5#l&MqUyLgnD!dW4k{-M(r9sCFnGUdC^{c)$(awJbCEnq$v6u?0?IW_LcLI
zec-p^&pDQ|LK>2_axoVA&oP&adwB*~@ga$7@FW4V3}z)Cew)CNU0O;eDJj_>*6!!0
z)Vvgn{!@16&P)S8hjPbf^|X(hx6#!<$hz7LDGZqw2$&GPy<r@OGNdqoa#X|Bkf=^i
zPX&qPv0ETv0UXo%LqmuI+re7s*H1hV#_&JKEp&CbGF1;FZ|8zOg65RcCHBai$BsNn
zl(JPE%J#(!a#0F$JM$#RXZ%p^pl(5qM6eoIj@FRqCqqz~0ZsB-5T6-$9m<KTXWWTp
z7(6YJUimA{TKjkHUZxn)*0SH9zGrf~z~LL?37V!Us6N9GD5f{5f3|5`iW8Vb;!!Ym
zPdavdq&05z6K$>@Uo@c}f_?rbG1ihRJuK;V4J$s@*v~-i1P&-rw{zJH$U|qW^E6*m
zZ~T066Yv@=<sgHu2Gz5;IQGo`+Bb&U+M;onytl(!<8J4|x|g6jD)<I@Jx-5yfs@AG
zmS?<^zyWulr~%OGqt}83T{!-<A=acGAFh7#%(2w+u9(q?JyGIgLcD5i9_r24OWrQ*
z%0O;y1!!V=+m3o^F~!{xjUN3z-z+aF)17oIuwDH8H4`mvld5QQq`Rq!ta(}F<f1$e
z%bS@b{~}rGYtwn!mpnR2HVDH=OJ{B?^obE^{;6Lk(obenrqp~-^|wy-2cKGYI(h$b
z$r*h24wKZ71vaojG1o6axF6h{>b*&O5+g{+vzvAJ_aOTw)$V#XuZ{wC+LjoU7D@bK
z=Hx^!b0e}uiwAa?y><tL06-CIf*XcYF&xV5TBOJO;h7rOUsDY?12s1`Hm;On>2e0u
z%RKeZ2i7S;;+?&{9Kh}t7IG46$5KE7x1!=ZPdA3|2#v2f?U<a&e(V>sRqRJEW5l1}
z2jSxM8(hRVU0jUix@ko?G-zJ*)T~XlC|H*}%X2%x)%#+gWqb3fyY;%ih>*HGpu%Po
zS`2FmW=A5a$ArOVeSspxPda6UApIn8fFh%@NgsP#kp=l2WWY}rv-RfPNNb^i;bG2T
zV{PqhRD-BH9ft@#iJH2)thP3HbZ}4*hO-?+;@yH5YFrxcwcu71smm<&Axz8c8D1zo
z(jhNGHR!1xFlLSAvk`l$4=HdZQe?^ls;f7mX$~~}WO0onQCTU0BfMQPS7UH{v}V-`
z8R<&@y-NyrwE-3A#q%u1;HZOW(Bts;e|jfkzK)_c<jn+Fw}zIx4^106!*5pyr!N4d
zVtt{+nxxX3x{j9ftA5aJd@sD;Fh_bYl>O+AGG$X^YrGrFA^z-=t0BuTr-L!yj<W^`
zO*H?HiHai7SRxcM6bKFJ>u9%-xzYBLLm9hLrZV+r;uo0_H^|H_EiE-aff`1&+p_5=
z14j#dTK`NgI}n)n)c%YpDf^4=4?5&CwjEg`{~?cfBW}j8@(J{lvu#ori)<Igz7=GK
zpMSfn_Ivw&p*Hre7>Ds4R@IH;qZ!9vkx$q$lt*9!e@z-5czp(aV#o$Q6W;!5Js&d}
z@@6QTW3f(1VPSW=7j6}*ME<lgGi-`7T;Pf_W-ww&r1hfwhzZtRRj76br^MQyk4@^S
zNBq{Kk|fKqtt&!n(?`d}#o{itc#;`9=V`vbwg0zGrV9MDm@rR#eR+p6H5ehA7d)LE
z5vbcrAC{a<@#PU^VPQ0@2x9^bZk>6l(U1^^kk4G-iY!BoFg~weCk^3@bB9#TYc;Dr
z9r8hIs=2v2i+2XXX`coL?i*T0LLw{}g3X_pm}tMi%);WxLOR0EXibCLeBna>#O$Id
zDc9x8*LGt}Wqxg5__5whJGoQ7s(;73Ps%vrBq2q{Z`C$C{ZvzCh_&ZBXb!MLfdWF7
z6;7khep>hQr;9F6l2uIjlB{#5<B7d!7h}j^QAu#6;}j;ZC{XSe-V&L0yvcqiw3I+n
zKflt8rspet+PZ6RF`SlEM;^Ka7<`i|<0GoEkIAYvDU}}*daHSbgE9&S=?B}0f{EwK
z;zuFg9GbNsR2g1lJ>t#JgpJpm@S}=KKOY>_ErzA3<SAIL`JUTJ^vmaIVg%Mij|i@~
zG2%g82Ru<wfcHWPyU}Akd`=WVD-f^OYWc<0?M4gTR+ScQuXDKR7#Y*4e=&<X$!L-D
zMhCC0IUssjYa1IGK#XmViGkqS+;j%TlMb|}ao-y!UH&fCERTrZ*V4X^5%}E3xgKmm
z2kG>|g9q<)kOFOhiTHXzdCsu}E(*d?L&>GTx^otcB*=#Sm^L5^q<f~l2CMJ2cI^YS
zErFvK$uOt4|9Jrl{?ib({w*P-*@kpDx!A;t(3w_Qc<ZKovhZ6Vg6aTLnnmCTdn9aZ
zS#sDDbm44PoS~}>H1tZ1nsy^yrFUXHxoj=gwWyQAiF&pvhNyQwy4fwMPrsd^s@dZ@
zXcmF&!~-38u@XSn7CT>y#9&Uh{`5MvoN#JrL*k)bX$Bnm*i!#CBnNZ*fB<Pg^L#ys
z)Mopx&z}(pn9&3dwzS@8=2iw_JK%-=vLg##%m4`#8*vpi1cih+_$iG>K0UZ6$;oV5
z>%hd<Ln-MVWF<YbwzlSl7YLYhet#v%?{s&={bWAN)_@P1&8`7Q4+KT*tPSH!P*8;}
z+Kh4s11<HTCIgNojw1?VE49=YEqjQU?&wc+CQk-a_@hN?r)fcQ(R)Gh`6w^6wyf0~
zm(C;)PToYEf7-FgyF}>V*`t$QXCp&A?}pa!G>Bi4v{vo;nG#o!v_6XeWTBL&X&+ES
z3A45za3fCKznW!#{agFf(~y>Y0h{UF%cQf#1;t(O8E)YDNkK3cGvYS=aIQx=w$1Cd
zd|$GxdO$Tgb;O0KAD+VvW1h`+%6eT`XphzRNFPLC8R0aX0lOu^8y`T-ymaXjL<t0C
zxgK$ieeR$&D@_br;+L$_Qb!Hd^ov`t$J^UwA=lUmBWXA?ojM3W$bg{ADX`zR=UH4`
zeN%baXzlFy#c`svqTo$8>&yv@?(0<^%|y${DO{TdyfO}Dz>*+{La~dRizN6l^H~4A
zmf&zj1}NYoZi)d@T2f^DUHe%lr|X@!oTjHyg2deg>6p7WOJ&b-7B1Z~{;dZ2+IGtH
zboz=>!1`UK1flf_-8<~&+y|(svCz5W)MF?oVL&A)et_&~QO>=lLx>cqD-q{i1d#IO
z(N>m+9@CYs?akiI)lbr=^ZII9shx`)O8BJZKMr@)jq8raX{Rl__V~N511VZ02PhCH
zz7cgVXD9P~Y{~N5?1U%Q{Fy&cvdFW>)cmV;OC`fkay;zOYBe`<bd(PIW3b8DUj!Bw
z!sJBf$Ru!lFm3gpEd2GFvC9T!T4X~HWOid`=w1vBDT9au)#}Ay)<B!o92FXC9p(bf
z_cb--;25}eG*g7(lTF%q$ILtOwe#8Gs8cWP{SqBT+ZZQ7qtSTLH+O4Gi#g{>eAv1y
zu0eGLo~Utkb!94kHiRr^=i>!@70$&LvP&6(2}&}^GK|mVU2RhpIEh1k$-t;#1j!4h
z&><L%Cc>PyJ#QuoaNfV5x6GT-u7xdfI(U&zaJ+`C9KxWvx!FP*Qz&97S%s5g=cq*>
zc(Tk*p8Lc?{Iwdtw{)Ezy8V<nxrgtr&TkwrEAmDn)Rtd@V8Yq&OWa@NQL?R`x#-m|
z!u!UgBYhUZZfqPubyV$ddR>>?4k@fQL{&`SJJmHk%?kgl-F%%N<to<vZaXY!?chLE
zqCaE~$e2$pzK5H!BhhOhjn`j?n$x{XO$B}rVU(vy0FeYTRhj?Zjg{6}m8?9!j)b(c
z^bg|eAC;!%>rbA_B-}670oVpP50M2K^SxH#YM%Mc-5)=w=wrk2YYjV%5d+~7*_SEr
zo1V=6DbEi%+Ox!duF5$`*|C3G^ALo%!C#!pZI-3u(X=Fa8(p;$&%P{04`13Xob%qO
zZ4IDrm=l8)%;B~WbUd&O2nc8$eX!UN*U};db(tzg@yC;!3b`8CvIu02MzIdmce)ls
zJ{lkpz*Ii9tSVt+ICaLoIoKl03~&9YydNMb7Jfcq*d}e_%F{RcO*|Wrs#usZuA7nI
zgoRl(0psI7!tt=Gy~sBgsSJ|C?1XuPP4$y0Vm_gzN4alh32x;b&qY3Lp)+vS9neA3
zWh+ZiP(Y}PDFUqyB#wqMEq0=LDfk}OAypF0rglx891ls=hC&MqbBq<>`VUSbFV(n!
zFDTS8=xp^hv1M0xts7|zLN=v|!LSZ*zJb?*#*V-CqvyPx*YEVV=ar5U8s9qE!;>c<
z$&_})Dv@-QY_RC{KZTdPxtm*BdT-@DXmOuEfBq=N`4%Mx8v8X!zgE|vD*U>RZq#x5
z9ps(E=7CFo8Q3uq_LFTyAz9jCm%q166G^!$;xyQLf+>B_dvN^?TEry{#}IH!mtZO@
z7S71e{@cR@1}#J%Thr#mUyR{sTV_x?@}k#j#)}!MLSZ5BED#9PbmA1)5vk_CvvFf*
zaG<*hr4O{UeZRp}bAF(4wheOn+S=I3IL9#~Y-P#$4VD_gSr@nb=NJUtS1E_`j*pHM
zsMmcveiF-6IvQ6SeERW2%dp$0ERfckG>z!515HeflbD(%;MDoxD6F$?ah@vtK}_Qd
zjU>({*9U}|;*MAjO=kFy9V0uoe<80UdQU&LwY9kv=P=?ueE5*P%-#}&E<C(zqN3b|
zE;rTX|7yi$_J-f|5UGlo7cN|&V`5T#uO+tVFGPjiR&chhandEQuYT@-D7Jm8B%bVS
zD#B^~!G#`oQXsOaEQUh&yWUF{xroZEkIX!(1ZV;2DA}^Rf>=30K}mcY)J@n!2^>)*
z{y@z6Q!b=EF&-Hl8oHE!#V|PxBtziV;bE`y$7m$@!%I;17%rpX*{!Vs?Jez4UFGHF
z=}voEgQc%OeaABNf(TPd7IDtfN_hC0VL(JkXknmMC)qL^IQopcxu<O^7Xpng5;&^;
zn7477;Pn-JF~TI~(rE99SObVW990NM>1$D{eRMKa9+J$Xl3@`ZvF16mSu+@4JgMGC
zhQ~@?YqI7JoBH)5tjz{Q#V9tL)O^rR*j^}AtzKk*fe%ynDdi|*!Q9S{7}&JSntcZt
z9!Ovh>LqjTy#bYBTcSMkC0bO-fu@QcA3KnM*J^Sj3+sM9um^jcbTN~QeQU!O@I233
zr9<smBp5Ce_xjPIxzbfKbXh(616{ZdKH2M0tTbubZfwd4qn;7jj-ret);i0-&_p}C
zkcTiVc##+S1GAf=5bCh$&DC|k3e%H-hH;Ji+qT3Hl$&TAD3CPGRzpJO`ZTV_AcO&h
zdiS@nW7lZ!#P2U0b5z@UH9XS|<~O)Ijw!O`cmmJQp<Iuubq$3I;p?&3FtF`LdfU$X
zHoN^5(`bvY6%H>q6|=$quwErRp2zH!I&Yr1M$C2dMCV>5yD&`*dhvduFeUj-Y>_qZ
zvaZs^fS_#S13gzddU`qNfz63RK#bYZK-PDee8Ztk30f>nERbx_q3w_~K6lN$tpfQv
zw<SQY10e)R+<PswM?#J3ld*cX>DrgM9%*0iBNE0xc<yw3U7dKXr{rr5v(%AGCmrc9
zuDmiuEH|V1w~1oSq541O;_vVz$+5qXfj~E>0|F4811;9knpogTLqd=ufg-~6DaK#}
z@#RSZSrje3fb2KCbar~I!AE1B$_1J*VHhU-4ebmGX4<5d8;+-jN`G4!<g^I$MFOD+
zzbYN_e&08cc@MwplGizObxhn}0wa-GoZ&@7{lC&t*2Q1>npZdyztj-%4GCSld6SdB
ztz#K=Sf-8zscx`Xrzq+)1X6sToNZ%BSPL;JUiEEu3Jru=s+A#c*z>|dbb?*2MWD5A
zEuLN^7h5_}nZtw_^kJ+0zOYOty)EPsQnwWcO5ODl1l0AZc$GXbxK4XYN%<plRi*CR
zm%FR$Y{u`et#qU99T}y1?W#<)w>A}@&p96yaqFROEik&;PZIZ3OpB5-b_LlZ?L(R*
z`Y$v)bef>4shhE9#$_HaPPFM@VE514-(~iJ3tsHRq(!!VQxP_)&pDKdfnyaHlYBIy
zW!d#M#!jr@dk8WMKy=_;2-d<#A0MAjUL9Y_MucX3*Vp27*2Bl62(<in9)e-%vsdPj
zK{HZ}gTHBmkk^YhiEw$h;oUQnNOQUz?_U*s&==SKeJ%lzg6XQk@lJu}m2we1HSx;`
zNWD;sW>x1l^q|ED5>aJFDK{Yi5LnHR%*FS)+uV$yfiK|sSR0z!u!3RO=8=pwe)vRW
z@CkaYbD~h~<+AU$d1Mw&k1228m&)Me#5nln*FVej*sd*nZTOaL2p~1<PV5k|yPDb@
zrpE>^VYA#7P=r1NKY&~z`ZvQjt`hrp4v3swwAT3uLexQvfOn2fDz5s_v}oL7BZH1b
zXe%l5TIf|4nArud?%z)>4sI)<MOGev9c^mJyt6gUYFwB4E@EQ<zzeiWidsL0d<uFz
z(S`j2X-Vth6_wPcRpE~&0h8$%wzj(^Ioy>7SH2N@b+)FcaaB&=>V#xB>{_hzFbx-E
z$K22bui5iCPUR<!sK?i+n`A0^M2L+$-Sy17p>i#(ltWt|+znaW(V_u)nlL0h`%D}m
z`QIDqKoCCM<P!tW2JDw)%P7hC-=1|#3&*sFU-;q?fhe4Vf@AlYUqrf7Z@d92-?@a_
zRK@dFpvh?%yXojk0boJ%$*#_gDs6IXSouaMZ1SVPmN_V2QxAl97~+6`Mbe{_D8}hs
zxIMDcghj_O)M$iS`--`q?{pi6#vub}KA)7{YXzIr+1C=Qkex0+m(KnDNcw>Fw#WMI
zoFXFNu2&bY!jg}?*Lu=Nlq)#@=9Tqb=Nfx>rM$1ywhf6V@@T`Gd0Z}A-<)3=!uy@E
zaT_LW5L$@w2B*|uiZo?ZRkhWVi3dz8ahXtr)~ev&P$CrAUwG|boS2xnuT72a7rT&&
zN=d~91qI>ATTa*S0RqAVsVq-Z`9uAnHMGoF>0@&M@<FS0%EylJ!SI;<C9#>Gcy~6V
zrlc^OLsHV=BYR@c9aW3uPVyeJZFO82@SOc}R{+OzJ8ZNyKpHxUvzrI9MZAGlZE5`r
zNQc#_Ca)U_U*<okOqGd^2oh`9v-MQa#ZlZ<Cq;^c4y778;@KHLs5YPuV6LHu!d*pQ
z#;019ib$o!0#*eQDF`KbcbN4X`W>$5(VT$B<24%v9;;1H#@A}NE$cBg&|ipQ_27r=
zKx=5XNwze9@`Mn?<?S=S<pxr1?V04BcMel=r~NCTyWN+{_Sfw9E<3O(vI`13-rlKt
zKp}l>snj(4`}rS&Ep$`Ir9;x7PWS7h>-IiD@&ukFoq^_bpkovkf|Rux=38y>#wF5#
z+m48$PZ7QiAcT&NPEX5_TRGw5c+hL;b1O2&ca=Z9x0=;uaD}9+lgvNyli^*4wH-~U
zGI8F}0(5)Mv17bzzT$I!EZ*>J`qe}7ba#3Xx%pG%!DYmi`1<DSx}*g!Iu;gMj3=TT
zmp%xR2;hFam4CePt0s1EPy^IbgPWn+`OxPGeO-cz9*O8D2$nGlt<pK;`YZOyO*qY!
zaz`&xFz(^F8`D;QQLY<GDk)MHypEaf$sTAG$V8e=bUX=4RftX#lvwBu0OVFmz#g*O
z%SjWMul86A^*P;rH&w}0X3wW}OesWfEpf;}e@`l^qt-DzU5$Oau{CDR<D8<(4MlqF
zcL5Uq_X<AMmG=e_MPW3^5RsQEc^{vJ2+rfAYB!bZtz^j?Q!BPZ7WbWsm=mRAV2}?8
zIB)Xs?WMwPE~ajtp^vt_AdS=x47ExN9X9KFZ~@FG&}TucU(46N<lI;E+;g``ycVG!
z?tO?iSY{7{9dtLhu)u`b&v_$P<n)j^yb-#l%<-Lq&%AgQA*1JTqgDTcA;1WbP8U(A
z&W#O0fEI&DB$4rmqV(j?nD~tvnW_CxS0l_FC!CZF^^_TF(5(XC<cc01B7iVBlmT9p
z-QK%8wcv$K37BrSp@ayEEPu+NwGfRP#k?1@tMMH^nhOE6`8EJ#Fc2P32=S!OoL9uo
zF@LO|NjcG-MxLtR90r_wNcgOIb)Wq<EiMc~@7n&yhrT8&xs*|%uU?QF*pW@%M{Vd#
z?JMpUFL>D(zx{I|N&zjm!~q(w82j+*TA3c$l-}HZ=;^6P{KoG|1!>Q&u6i92qILAm
zf0}X`v}ir{x@#|Omb-_?{P>F)f$*~&S^#=7+S(d735ANJE5`Uh%K3ylUcvV)K0YSH
z0W4Pl<+O(ttKAR-!q1^Y4&4*ze1ld-OiT<vV^917if?u;XkuD~gVtK1_2%SEI%m*f
z93*778)Q{ZpraW9i^t@o30O<usZ>3DQ32PA8uHC-&ZmkGHC>fsd=+CWAEX_rP0E%U
z;?|PS^9|%Dze?_#jWGB#<cZf@?QM`GJ4|zU68?!yx{0F;e4#m=7yK`h3bnFk>Nhh;
zU9NgXI9V3#UNQpuQn`RpWWJ4Ft-~AqG`}gp1)+7w#rvV!U(kY8P5BZ3YQ=9{mEGaN
z3$M@xuI9)cW2Y&9Z_naj{hajsGd8Q9t4CWY<~^Cd#Lymq0<YzdD;o$+7vXdB0dX<0
z=+oo<7;+8m;TqYCF(jUbyc&;n9I8wtLj8t2rad~tNpdJf>_)O|Qbip_mu|gQ>kuS{
z9)@>woJt-$rWruf5uJOPH9BXm)Wr~iU2_mmP<EbM>ib#&>xOUzdD2>lzA|pm;6<Vu
z7m~{=Es1c?Z>fi_`9yvr|9FR=bD<4m#czQn%ky{@&Pkx#Yv~|T|6y8eka~Q6=G01F
zQ)ci?ft@YG7U_;;43o<)d-o8;3{aUiEd$80p%8;!RJlfHNDPew@hbLd>Kh5BZ;sW`
zC6oZH7H$@g(}UdL>_r)PL-Sah7ZvfPjx@9wNPv5PFs!|+Cil|~+A5LRk7X*ab^_-I
zmjQ5Hz8=79q4_oz@-43nPXeuQ?&uww>+2xHO@@TZm-Z#@5kDXb=`An6Hkir=k&~oi
z4$Yb_W*@#9hlyyguz@Mi+9mWiDA~}@d7vw-WXgAI&&bjR;JIJaNU3RjNl8h~lh-hn
zpvzM1glEot%f7-sPl73WzH?Kn^=#MDk1S~Y;Ywnr9GImHer}^x2D=*(MR`L@`qT|G
zM%ZS~!;RS+M2j1AAi6c1LP^QqYVWS#+q2EKD3A0#+xSKQk^!%jc`fuSk1;J8qlU`=
zwANN>KHGg>8gFr)q}yRSEqro`Gt&!q=bk^MCI>sN6%3o0loXmq&;S9TO_A`cMzV;u
z6x;$-g!bBOF~taike(;i(QQH+P3Qhf59c-ry$*J9B?z3@WSLDO#{cwklaaJ%tWk`M
z$rMA=bIH}aPmtEy#21oyp@%&(ys+@yj%z;C=k|BTy>8W{w_jLZgqAL`e%dWPj&xRg
zI^658)sR;cW)uytzg9TRPrKhb7xz2hf-KlSDomS5pLmF9I(iRnWhO#(L40E_N&fQ4
zO0sL;ue?C~C9v$ZD;>#%!%wKcJkqQR0ap&XSpD$7|JUvaJ*Legu*39k4<M0^i#ZsG
zGRgDld&>x<@f#GHW2Op1SC4nIP}gF+c&h!Zs5HEKTi@);V@y@botSe(n$#8r)mKZc
zf(VP>Pj4Z}S4n{TfQbm01$Zi;6DI%tkv<JpQ{gZV#1M$Z#n?2R%ol_FQ1)dtQ&{I?
z#&pu%SG{7h*|@>c@!6(8?pGB-bfLxE=U7O>lHEvqolB^ONgYm2^*llLp1{_x!jq`*
zUq^p1tQi_;NNJS05<$5H+XnjvDbgB>!eYbZ&kOZO(&r&tyCNUPk6)2`k@;>t5H#7q
zr0Zg;eY(KK&hE|3OA|BOGwDRrt`;F?R;(@BT{CD6G}l=-dBF?z=DXo1_C6&c1nc*C
zs0e}E0SW<n2jn=0H1pxn*YQ*LcRIj5p_X$&E!PHlnbgpsnYupUkXFraHIssGE4emI
zsf!8kR6ZqlKTja+2^~8li6LuMcoXPFkW1m+z?Xth=tpYt;B*Rp%({Wd5u-r>WK2wY
z`~-}_Pe%f%;lS1qF$V1wI);!&dxjij4cpW4@;2mTTt-UM{BvonseRybX{%(yj&fzT
z`)n)^Z)qPLYfM(6`y+*gawBfgYSHhvCGm!qARx~LuN;e8j7GZ9?BA4NJV=x_J`}lt
zjn7APEWM>+SAQz3w0$Ciw#lhp8ec&43e-0?HZFX~mrQ^V(%B4mL4czQpdFZu5JFgg
z%E-;i|I;x7$U=^7k+lw*Oq0)7oeAgD=Tn_3i^?DR+|W%P^_TsAYc83n9rj2X_V+xq
zu*}~KCoz=*cULMSsCQH@rz4h{*A?e0_GL|LNr6H?=OFkinnlszBEXpdh9g(wF33T^
zYZl9k3VFcS1P}t%05u&95rB?E8;d)~z^gzDf=u*^=?TtfsqKrS{cD({=0nn`)A{Y^
zXUDDPl6wpv?~0SC^xUrr1Go&GbWk&d1XT9Gb@8pQ)1*r?v7s^B_$k2?bZ<Ni)d1sw
zd=2lfHOC#z&Yud#bU0*@r+HsnyQ&<Y#l@I5to77TwAH)r;d&38$Vup9JxX{WR)Z!g
z3s`^Ya2P9o7D_BUJp9jxVEYMyZ@Rx5$&E*Ve!~qccmXs4E&=V%TLi^eZnQq%tc7?C
zf)88bA(tp|JRNxMku%-~mTQ*phskMt$_G1XCisd{Cz9yXmQ3kXjD4?ka!3jJi2nHP
zx1X$^%l@Wq4HOY0tkN<IeW^wHBGL3&_fl)v@|A+D>yn$Iuhnv(A@S4R1)LH9n}Eum
zm_UtN2168<@yH9n>E2D@+3TPmGj>s=xgc^Le`q;Jd@gCB-|JSoF>2fq;Qf?6$SvS(
zK`G<7K|ek$WDGVr+R!b8k#8un;!AVzqafMt>YcAZ0|ulHWCzdn5;(vFu1_s!em=W#
z2Zi(Uul0uvL`|ShA9UpBj8j~jsKel_-NW?>(p!{Ei(=?KWd&zN6tnLm5I}GrLLzXH
zD%E@+8I1%?@|Nb%(yIuJUwuj7-c#Zbl$s>g2UxkWv0<)_hpdT(E_3-5XjQORE9Dl;
zI2AxS7<#B^v=fjiHt%w^;6k|O!I^gH;?DKINW4k+)lbGRg3l%PjX3%xX$|=CD)mC8
zuLWgT6F2b5$92JRN|`T@6v9?2`=y9lHEmk_8!SA2Iv0ra0l9@N0d^5+R{#$INv*Nb
zkXSS3b}m!}NJ)@2N>CQSLLinwY157ZjBwJt-*I+A3*L@p%7D_@G_KpFb(mOS&2JEB
zp#vIozZL|O87F_$w)fnGXczcU0MT#|2KLxWLdjBD^D-l#ABwfxxf%e|`?mpl)hQ8%
zpah?%Sn7v10|UzF1cuUZ_$Mx+5iw0o$UWgM-Z1H<@z;!A#q~NlCfz36%4<OD;+M$i
zv$q&t-u;jDlj;1qdagG#F0gPTk2ue=N%e`sI)^({kZN2ZdVE~CvotZEa7F|(%eF+*
zdOK?Dv1J48gk!*N2A;7!nVE+O!I$?38AhHL-BJ~<nN@nzTwO4v3f3ua6EI2GrY?8|
z7Rs5_l5Xyz7Mk3yHmUQ!MIAMr4*d0k+(VkhL9CN72uC`J_?iIXhP}OY*feTnn2dw0
z0RsSQ+=G^L|Iy4tz5&h6Mm`RLF#(eZm2zw&Cn<0d$%}RTyf7132kt-Pk+cxmV8pWF
z6yd@VD#gPuhBecbeIs~ox@t$9^!#pTJ7?S+6z_u;GX3OFZQ=;~Aa}iHWRgmI^JAZ`
z$sx5o@iiDQaA~DWhx9GyqoV$MD^$!ArgD8%P)qMyG7e?7osWHweSmjKueAR8AY-WT
zNXk)m9=<2^QbB()Jxa@u0<FV<4;Bgh7S^fm-Ca6VI3Xb+Xs!e9!Z}e;bRc7en}2im
zxZu=ResTN=^`+BWpl62UGKu@&vlsnDXm_t|v%P&w%Ohyh0E$@%Z65sdtGlrz20#%=
z|3|IiX?ykFm5S^X#3Upjo1saN%#D|PNh%<%Z2Dpx3K&(M%s6a+L<IiQZ6$2x#oB*%
zLqQxD+$A>jP@Rc8t&4nd5UV7m5do;;jr=M3f*oULoUawc>O&tDmVYAYsTFOGeYPdY
zfLHo=nNKt9-P!YF`JH)2+`dzsSR{KocxUEWoSb26%g|ppMA8Xs+ur5N8`Yqo1Wg=<
zNKHNUlkm@a)<yQx`9k1JwmFin&(2G{$Fz3wPH*LZ$^lDHS`z=nlN3#dU?4>sQ5V<O
zO?Ngs^ht}gL6nOYSn2e;2jV6;WE9vfGQG<iyfG(tjWyC+>WhYY{uf*ZsJ7yI(YO$m
zyzeVF#r=Bx!Q!e@RC)B_7W(7_Z`^Aoj;ul+$Y!Tr3(J07%9K#OK>A~FQck$vyYQlQ
zi|1gdQ(PzEbR-~Ty0rD#;?XX;AAN+6q_0xppoH{n?fd5jUGr=-wW+O=-*6GRG>T8_
za~DN?7j(vc78_nJbhk&+glu#WRS0g79IuCG`yPx#%0F9%LqMtNzaRKbV?6qMsJ?fr
z+nRt>^Zko|UVzN8Jv#s9QqR#YZbK=DLv<VvsZ(2{-3GDA?X9Z=FUK&}G;x}WLk6KK
z3QY#FH#AtIkZmDzvTyH9lOg@Wf*ha=je7O+XR>yUy}Y(|`T0dgMmxjfE2tZyE~@)E
z!JEJLCUxzoi*Lk*vS52!&!1O%OgcX`-W>~Y5Eyz~V3+vlOG1p(dSEQu$8b8#a5_09
zOl2i}0s(B|(9kBK3u=Mb!S+hl*|$RXe#sz)>;%_v>_Qkubtc4`$LpJ$0={MBzMjyx
z;apw&uzBb&#Zats!==Bur|WQHL2AK^zHTmxhk10Wtt2`~vnOZ?m)w(-K>K6<v$)kT
z(Z0#lPdG@ISKW*z=FB1OW`cD0++Vfzcz&NfmSXZxaajk^|0oqUb=Q&u>IQM{y=m}#
zY;SK1eU+tBgtkOvj#A7>WVaz74Ib&@qnHd-!vx03uk+h=9_xh}+tKBG_z<cGypu#z
z`|aB&2@E*wD+#ujjdvQAnhzAM{ZU9%ixGcX*v?U_V!cs5N{uV=IY*S(1AGlCjlo*o
z15Oc%9B%e#b|=OWx81d0)oTkb+$*MMgq};P5zWN7=m858%hJs(r!jYFi%5k#B{dM*
zNq=k|-{5Z9?$I~e{yOCRO(~##ZPp<;7jpkV#A2}y5j2J0YemzP!LdeQ-uq0ABY7y6
zM}P#wwE1Yjk@uv!#1qxP|7QVxesb}MsjI!{9!pD`VWg_(OdsEyFL9wyk?ji(Qz0mS
zsj&KF$&H)l<k^$X8mKx?v%;YB{g^9=HhshE2Z`G?(_sa1^7HW~kE{ggh;bk0c4C`+
zPK@W4n-|^iF`^B@HtBL6SaL<Uej4$Wia$K`;=u(?Lq8c{2_QVCEl%Z}S$@R)wilqJ
z<$Tt=lb_fHD7d^bBD9J-8rB*d=zj6g78bwUXgLlPUkmkZKXfho<HZaj;+IEHr(@MN
zjn{(@H!f{3``AtV{Gv=bAK;DG;mO!*bpfV8qW@Bo3W@)z+>dbXXg`N1v;J&%?bxxm
zU0fLQ9*54Zjonz`L=QTo++1)1alX*g+NK_#T$ZZIc(I*1-C-6-cOtsK<%lnR<iU}m
zm9#8*oL(r0bt<j~)zV#dIDM+dHRw>g)DK$)TQ<uNWAOS7c3?I_v9|^IGF%ij-jaQS
zi5(wj1cpM~DN{7uF+@n1(I^?lz~aa}e2a<1(en@YuULBDu8!{R?h31CvaXCQx)TR<
zQXa?5b!XYCPw|XD`RxC6UY`_`+RB}p&NOji=byY4tu1)r#(#!Alk=O42=^ft`7Kg0
zkMXEJV~=+K4cR)My|&WfKpf|k2ij(?RLgOzN|L7+Bj22>b;F^PX!dWty&7E(|2b4r
zIrjE$G#EP+HK0qhxJjkB1dy#m@GZN*08^8X;-nz)wHr4=42pmDDjWlt@IODc_4gyi
zY4sC-SyYNCfDdjJfW|#yS~=WukRu-MJJi9iHRu={t2WJIHJi<4QQZD`Vc<#iv==jA
z49JPsUtj9COG``3ZRI^y6u3R#P*gpuEj!l2glySv?KJrt@pSTCu2@aWl^!#b&9<2-
z0t6CL+sl<sGtOQL8llZZ;>F<E{rK^tMu30OaL(E<P>=v67!-#;ttal^ZgU<_h!g}p
zPHTWkE31YMTKfDcOC?-g&XAv}HAw_IY+KH-{}`&OF8xfM62BHxYbtvCyl-0qc(1AX
z=F{=&qG%DnUH@;wc;fEyFJs(kHfMV7DjG<iREYl_T?VmWP)a$QGf3&XE}3^w;SA*b
zFLgdpt^RmG-ne49nC>iA_Iyz6+BJ-f1u!@Rg&|j@kmyI*3PGD9tYgcPQG?3d-#>#e
zg0YJ&v%eGE^#)hz!ogb;6i4vetrUwUS}<IF?Lnr(S}+l*cdpFG39Cxf4!-Tp(REL}
zI!RmFYwf&*TqP}pn~x=lKujMR8j8%pFD$g^ietJ{rF|V7%Cdn=OG^%+cgWiUHuG%D
zj&kMc89Mhe$Awlb|3>^ZtrNixQ~w#}lbsQiE@8e3X3Np9?TxB((fs@d<e|3qr^UrZ
zjR1FYY_N8StYQziH6wclmIm<Ag}smmTXxZ9X{#x)VkXN<RInLQ(RS&*GTl8J^04+B
z>43W%Jp^LIp$FDb@(>PofTmu1Zbbtl!JEcKc{J8a7R)ZI*0OWO2ys2j;wA*=HEYjS
z+rIza&k4_S4;KCENK!&PR?N?u^it=vkLM0%v%{?ZGxc_5k+`43J4$sljy76z4vQU`
zoU4L%+XT!dH&mT+bDx_W8$4^;z;Ugk!o~pdYf=gt<6;9Tw0u!wTZbpIiudE@?sHQ?
zqtaUccI8-T2})?68u8I*ZA=i-5Vpu9_L_db!QNC#WTSbc;Oo$UPt?=Wr#ASt;|<<1
z`jH>V<8R@nl^)T(oQp%1lwWoTQQ$pjnKJI_&?U#-nd;7LK4%VRgRMXpZe49KVV`1-
z@3*Vd`oxLSCI0WcJMYHE7Z-t!T0=YScy>&C@CVhGCoP^De6xT1sKQm5m~NoAn-kNa
zaRO47YsL>Druc6)8>h!sP75VG%&899bNszC)Lx{>E$8&ct1%0Vrfrq(^K2UvQc+;8
z2e);DgGh2T`nMwdC6KSQB%6+N)ICSY_RJ-PCZpa4lNndwq;?M-#7tVi;UYnC@ffgT
zY4Hq;cmyoswSK<rza^@3GdHBnX{}P7DCKm4>EOF*ddQG)-pI7f-*QAu_GjACj?O@2
zJaEjTg(%zn!}0<b{3eZu>*tU0zi{MmcdV@Nft^3lA$$znBA~@aSBya4w{i?*ft<U<
zadU7|pFEsRG){geh>W%FG)`MGB3G7=rhKkIx;<;UJZRQ|PL4|PsB*N_AIEpEb(%^2
z5!M%W8tm!ss_o4umfg?dG%ve>c^1`x-$@QCHFNxaebE;Kyr}x-fXnB%P_f^Yn)XUD
zeB5denXWGPT`1peK!yLemWF>mJ!bIya@heZr~P7~Z7<PXo>}{a1%&IvMu<Yv%{YDy
zs`d&#o@MVC=H*1Z-nO9cXd8Q{pjj$cFnOJ2W?1RC>E~RRh+0(=#Px<y)qC{qdE!G#
z?<XeiGIs6$J_JLXATjI^(YQ{gMh4II*c)Z1)s5f9yAlt^i~2(u#UL*HP@58D=5%ri
z96b3w70+J0pa41b-l-jJ$;sp;+nSnBZ(Rw_*WLQt_T+pg;=TZ6A^vQDuB#ga^4|gu
zI^X%NZQHuz+gM<xN$o0EB`CX!F)eSv$!uhey`g&%9olA-rk=XQphz*{aJlEYka`F!
zK7I&dujib6(EPK?hnrnz8+gw}9M_J=Se-@iF?l`+r>R3>1E{K0FxYaIW^L?qHTd=G
zPARF&J<|d$_>-I|ZU2X-ua2s6ZTjAHmlDz;rL>}SNr?!Eq9EPf-Q6jufV8L}BHi60
zA|)!_NOw2iY|it&Yx&nXEZA{h*UbECx=m4>tCoR~9pndfw9CSdC=u9V*ndcFyLOp5
zX-`ogAU+{>u9k&m6Ov1U-lnj?Q}J3|@818va!6a*TcZkV2#A!4iqP>9;wPt_(|Zv&
z)-7+Kd)!cx(Ro@cf*m^t2#obu&Ne!j++osf+?-2wyP%@4bHO~NmY*WXiV(e6TNAz5
zOH*Q>muG;N{uUR|KA(OiQ?=N+;<}CL28r=FvHd@N^9_6DeD#-~av50N1i}DbHZ6;A
zty4;`2OG6j?w8vx)DjvvTPH;lr7|CNttuA`k9w(l<sTbRYf{2<zCDI=dTAa#b1gLa
zxYJK&S8Galu+4pNaQIxlDA@bo+vzHLMOyU8?5x3Md{Xxh?AbQ$Q4=5%)CXBhrOlw9
z)%{fBR3-hOh&qJ6=pOHH?LwZ7tO;9SiyAZIP0ipCgfc!J{D>y#yD0Q3(}%G&j84ve
z%*Nht8*l6MkcawHOH8!C$TIVmSvtl>y%R~^ZTG3Lsbz*pCLr<0DrW?hGX)j1DP&YX
z>P5+F&t5=zRV59W6NEY-MGWO8rH9o$V^cUkPJ%F<fOYG3C!NUudL2G~->v?${tg|)
zQIXf9YEQ$}W=EZCHTo}K=)L)E7#=>V6>IvE96Cc3=cpkW*)|EkLsf0B#T6IoVX5%T
zY9qQT6`|^dxNFHj%@wm*K~!gO189fg#ODqZQ)yv+6GAbU^&S-U45BOdNUvX;+=_-=
znr)$_UjbIbT3`NJR`ly8$J|p2+B{uy76#Dk1^YDZ<taMiEAmpT<DjhvKlQgTZV?lm
zxbFWR{1%$}=ou2(WWUR|pLM*}1Gvtt@RO9KkC)_MP1Ic9_pB;-NsMkiS{~6DYF%Je
zHKvH^sY(iB7Z{wt#zE8BvbV<%bb>_+F`W<T$y<7j-CaTLk4@eL?cLlT{MZOd5x*G~
zZEew|Bss~Y>n3tyM>}HrWMuYjs0Y?KWd>1cs1tIe9_5lO;7LBtoweGeu<&GMx+4VQ
z0feN^ulAX42b$oJQc<SagA0X5w!KL;me&dZFwi?~dQDO3jNCNZH4~2+K3*j9LOxh6
z`uHJ=628<MQ&Tq%?jR6D+O=eTLLPX~L2~O1xg?R%cx2=Ta*wp!3kTVcdq!9e?R2_C
zN()b})^szYW{_m$N7k7sJx7{Ku4t<(kiqf+czZz|0xrghia%W5Cy6>oqYbA9wcSxe
z-6gj^%oK4ChnmIi68Dou%FD^UdWg@>v+I*7>>02@vn)s`?zt-JyLGf8S5`pkxVjzF
z<bl~cnn3x33fW<{XecEICGqi74e3phxdph8xS=pu@)K(xqcAsJ+|&31&OYdH;L~MR
zFs~X@8(x!5M8XkJai<OkEGyvB)E@ez^&^`db+nE0DUs~&GVbou&*8Ni<7BcV(8LEa
z?A4e=JWH(aJUrhxCB+b2xUtf>kMb}D(?;qmEl@z%f&S!q+oCE?!|oaK1us6tj(2q_
zgwM{Ln|)D#LxGO6GuS8c^|0t(+Ls3+bI}GoR|8)3`z@J~VPrw~K75bsO8z^DydXZT
z7ZN)X|B>zA2ikBg<JMfv)M!itUJ14p;|8i^_s&*rkr=W%Qs%~VB0Gelq2>B-yU50!
zlN_X6$=}W0`=T;JtHd_l&-(i4S_|q{-0dgjI%qf#a7Dw`J!sh|o@-ZgMdWU>GYQ-Y
zRL%`@tkFssGUv})J&|nDB9)Dfjs}J^d&C+jyf-#<65fXHPIoEyFaLSPO;h{rM!zrk
z@5TQK#Ho*dKfN&)c6_K?V%s~RTi;11y?m2i_AJIO3w877&!3Wvs)PLSHfkpdb&Gf$
z_7f8BbviU-DUQVnpgtvKx?&0KX|O<vP|FRE5Ofkpah-E&%`ERM5GRdn0{7<oI(oIb
zOA-FHn&fr17*gQA{szZ{EIz7(3A8g}i54k{TID(Svn^cS@0)Dcfwq538T=(S1cRH7
zdkpldDj2rM7Xyd(|L+60Z!1~|Z9vDxn*Q5Bt4$Z`gIdIZ4dNFF?@@hYqEm|{t>#jH
z?sfXPy6$haZ@AldF_E74pS&luVRFy^b3Zd+^GZm>J$Nr^CLq4IRVVUPu&$rX0OMY$
zWKXlbceNC@5_$X|6YJg;NmB6M;Ue_4$g|mzIx3e2EjkKxAkLjLsNp#TIuc;>qa~Ze
zf<vxm$&CrE&IYg5pB>2CB$`d^@w5qk$T3He%+lAs<~sCP>Ge@7Mv2SgCH6ZLjfsyw
zeV%?uLj`s1Y2F@AS_43zIztwU4vV}U-}jl`7=xn<e7)?EpRsRaqXKTvtkBPIqyKH3
zAqm&vd`C16Vq(DbtDKA0U21M>cRy9<MVeSLhX7sNvw)=eZv{u9ZNygzH~`POi%vEe
zc+B7t`x+Zz*S}M*Hyl<(UU-;B=Hn&#!fPx~m=HDs?TtBcuUW7E{-n5b85hcNacCf_
zc}LysJxBZA18v`ln@97CRS#a*ihN{cWd-^I%0M7PGmM<@C6f6mbQQ2iKJ2_l8kJ`v
zt^=pZUMK0B1Q?hBgtwB~VsT3S@&!vLmty;9pvWrU4<+_h(PUXBPCfGAyZ<UX(`Cjq
zis9Wn7mCiD6s^aQAt4TBzdV&c9j5}LYr;p{<shVX6iOf`i5r=$6zglG-~wI<7~SFK
z1=gYXG1_i1Uq4sCYLvQ${RjBV&`TlsslXZw0#{j8pex{o%E`;~@$m)pz-*e@gOq!M
zp&_XoRLMq=r||A^C~iH_iJ^S%t2!|4wKZ{e^Wp~y`+HR#?k5h@;sY<0|A+V9y%6xu
zPf1LFTo5G8o4WJ~|Il%>(KkQD^&4e>pRm*LRWZRdVwWM=YQ~H-V|asx^tA#wn7~Y1
zQGGfmzX0((2SvYD2;+QQs57gLK)(mCLTZp7xSOX#wxqHEvqSHuHjPo66C(Agtzk(_
z<kj~!cZGykk7$WQtSY4OsszL|g|pYDDrUW!QbOph5h8q7M_L}mY3t74^c6F402~mA
zz`D%<-g_YosTh5`_Bw7^$q$(boON=!)d4)Pt%4)#at9hZePi_Q+&)60qF1@Lc(cOr
zw*C_!B`^;hp+EKgtL0ibEDIRUdB!-tJxv%ikt@?s{r_0LmDA|2aHqp>^9S+g^S6yn
zx<y9L&ZLq8RfPjflZeVO8{@K(fJKv+<PB1clr8fr8H*N^sqnKG7wgH5XFDGn6Xnr|
z&Lukh&cbXtajxEhiqscctkAOU*{=s`>U|cgM~suZ>tQd}cVmM$MW1%kr<Y-9k)ywq
zB7Op@dG4gVu}a8ya-g9a>~I*5MAyBO37&zyz!FGDc|W)e)F(LfUgTGN%&JNnqc8gU
z>s=usZD%J>F14W1U8n6ka0uqQ@Q|MwS(A3?c3Gy)jd+gwZ8^<Esqq4Y`D1AyrtiE1
zQUbn@<cy4OYirh-y8)zcQ4k3V`e?Q8Ax2ehc%8<S0IXr7g2(_Yt&rIT7ZI7Ae028b
zqPHFnw-mUOJ`fVkUSs4Y%35XK@Bv5xQERI+dlb_-=gbwQ^BZ!vMyw4zJ*fZ-+>^r)
zoR*C3oI|1=pPv3ENIPp-ym{~yk8rcKfSlyj`J6<k>rPjjkoeW7MeXnC^>AA|Ouup<
zz#?U@yOeXdQmF}4i*tg&-#{46q0b2!ItrjHdU_3B^f@bkpY*Xs`m0Rw4IbXjSOlJR
zS=wvr5Ny%VBHqn%e3hV`wfdKZPpjb@G{~>IXo%&hW4<*H^R)6D{E1tt|C^w<HsNk%
zh`c@K?DYwCzt#RaX(94A*|835<*IscQ6>>o!?0Fcs5pU_Xfn`REG45_{?R*n&SQH1
zwZE3F&X@~5=J*o((E~a|;wJ-Yi6($^kBq#8kIp>hFWZKkSOG<ptX{$&O#jHTsIJ9b
zV8HoztF*bnTMU!h?b(D>6s19PG$)89DO`o_6NsTwPH<Cnmog|^(<~qtPFJ2fLG%Y!
z!~IxOBLx2^WAXH+pf-hj8+EhT9&h%_$--rxh>FaNjh)Vr5%K{DDj67lIJV<uQLY5i
zt`8S!ypdb<5<cE!FP!(z=7(6utE>pec1s#xDuWw9${#v=w@)xtDGesRSxd0R-4W~O
z8nCGvL)4btAqjIqil#mgEm&1h0SJ)b5~3PB@wQhp<AkKd3au~#2?|HI1wh$#>8RiB
zHQ;$4_gNDoCzpiFxbvDiro&zW57WW{VQqT@-1>l#lgjGMY_B=pf7860>B8Fcn}A$K
zch(Y&VZfn)#3@~Qu(Udek3GYH?+V~C0<7m78@vl~DM5G)iP1Hm$~#U2y54hC!HEaF
z-Q~qO8lDKSl;B7zT%Go4RB_(4so!uGhASuh8qW94I@DgRDa_>6XWmRPF$RNvXIRzJ
z)rQDVspZH<p7j1V!orR%4dF#v9HQQr$u>1%zB9tx6?KQRMSaxcQj*zq-#02&TH7|I
z)0;L=_Y8dOD7iZw;IaUuSkkRC(cp%UsxG3x*jw-d^NtrM?@)PI13I!*<&DK9A86K4
z|9VP4%)5;ryfh#W$O6<on=z=jaQb+aUfYUYmyN&Ak^cqv`Ev_fuKrE;j+#Y8%KhkP
zl;MYaX3Y*XaM;23Y7{3%e(c?-V*MYyo}8JP>tP+-5#(#9yzNM+yVGb`^04X@_~@s3
zGP0&mze|;Rbvb;maHGLmcZG1NU+nlhCs12K?}N0ZLq*NCwbRBV@urT!1g*z;jb|&)
z@ZPeD)I;XjwLm(|U+w7k{Vtq{quO}fjjqb-F!P&#i=hVD3N$eW4667tTP!5%AY2&a
zU#eC1qJ$Yan|*KfZ$nVGNmxfuohF*!q?c_&U3z%_p+0Z`Q__)M0cd5#+3e1AckzS1
zX@WbTyYz{b&EwoPxu2m|;P?N|9!cfc76)~{8VVxt{24?F;Kp6CvNXS2U|t0PlRffx
z3k(g=&_a~c<q!4jlaao{xtI8?g4;6oowo3JK|>F!ir6{m7Y%`L3pD_p?2|*#`X;BR
zf3ls@rQm!&)Z)b(Kq1Jm)7#gFGyz63LCv5V>OU2VkO?fb8!FTRAtEphljcW_DrIw+
z1$dHEN)Zg$@JLPU)M0>(kUI%YLOho1a@XYX`TFV%^qaPLqbrqcR=H_`T~>vm8tj1V
zTph)2V-uzi0duvKCDaj0?+P{QlG!7P(OVLZ;qa%(kDVUs_1Z<dW41o-4q@wf67Hr`
zE)%@&Ec}Etq_;texPR9H8TJ9x^uUCLaTw|GGgVTmwts?z>uwB1j8oTxq%I4;#N7Hw
z7vq$AbrNF`*WD>sL#uE{OsxW}%Nbd&!E6zp9Zpymnce^1XFD^>qC%6uNIij>`SPsq
z$>mNG$>_n8O~W_p=eOKn=KQmibo<N}<a6g;JID**>d|9_PY!;?D-#ce8M&gM!zVV~
zl0yoqJ*KKJi4Q-p2ilBniN;N;y}I`<M<Km7V^J#61U|Hztk)vi6P{M-e)nqQmC66J
za;gK9o$(z?;bxApDx=way_O5NCaeo0Klksu8n@CI7*11~Brjs@&;_RbIFM&kU-Y@E
z3|(rO@WG2AHdc#IX}lRZl;tvM+JsC;!peRIY1A@D`{VkZYrG?Wu#0^}aS;5TUk8_;
z@Im&1j4FD@VxFX;FbT6lw#4ehM8~dZOd0U}U%njlXqR#xx^TZb=89yJ+(!9Xw0chi
z$HAo7!~g2@W5avwqyLq9M%W~Sj{DIKLu*6SbY(1{L?o*u4ULVBJ2FcIe@XuQ_sS1U
zQ<p771t*^BkB;_orG+5Cmy#Bv)1f>odb}KJ0O09T#6WZK-M=qagyIpiS_{V>?ssU)
zYTu%8j{J4weJGb|a0C7mK-y3%YYPuMctF#soGa}#4xM1X_5D1>c7COl{rlKY34bj+
zf4&aPbjosFa;=SY?O6|Th8tfik2lFAkDrIekUQVDnFMu6RU-z3Fv{->U44dUm5#lC
z;|W-{9BJ&Is^$*h$t>;p_>B~Gm=qy+C!Fu6-K9iqco|}{wV%#a0qo&2b<IH_{vmXw
z{W>~5rmy9maLOex3+KnL4y^ja)LF_oNNbz12(1X$o7tTwvUIWZjGF%@p2@eld(O4z
z^C53l2WBL~Z)?v%iZ(>8x+1LYks%MgCm-s&klBj2{i}Nnn_cxQ&&@B7<dR`_NcnoI
zFOx?a*mUFsmh+WTT1rZ2hNbEz<N!`U^9G_AE=ztYIFO*$*t^%DbqsaAr(3kI=zD{r
zIHW{C|E9qycL@m*qwDv<k<@StVprfhriIC&P1{|tUu%I6ySsF$wrjKe2|GTgIov?C
zb|0T9x3sHYU>*1zzW12eH$R`o!j5_SZz<yD&4;><IKO!6@P9aT7A%SV?^&$bs-|i5
z-MoOI&Cy#qgtP`3Kk~;Cj%j2=P`gr=$k<-u8w@Fb<q_(mQG;iz?mn}&#OS}{6&HAB
zze8IDfX$vkqm5fs=ff$fO^RbT=tUm00<i9Lq|!e1?j5D@O}5tx(BX_#0_-qdQd*Ib
zH1o>3n@d9Pf7ggVvcv|(b%Ztq2cVbY4}mx98o$y9K9ocg#>&=vM7LSy&{5_tPl|?}
zMohLSQX+<6G<82tCCN+%2Y2~T{3XIIxJlq&jz#t#%Ym8nHwMH>1z*1SXze__TM7mm
zljE!hRy^>mgOSWdhssYX)aP0sjPsvwtb5RznwgQvl92h!szNXyh@lEs2}zU2*6#y=
zs8htO0LDGqqfsyn<o{Wk0vRz(&b|xp`ujw$f7tXPS_`8Kb-6sZ2fw+1Kv+M2%QlU>
z7^a0c&CcHf_!+bxv9!&YKJLg9i2qG)u7-`A<h88xcuahU=YRv{iC9E@sSP#U>ZP2|
zN~+v4;EE4qc!DxqY2%z0Ln&+O#mFUh6V=LY2#6~n)P4^`;e-}pLaf7q2K+JHNvlrF
zpwEC4nI)pm)yo^3ja^%aOi?}b87+dJRlaRWtvoH}q`1(}bJYkMp&=3DTE^H|LNDhn
ztLFc&1;9abc&Y#xg8!W0?KK!#AANdIW<~V8zJGOk-KT*6exy?7IsU;#S7zZbiKm)9
zjUjMOTYI@T@!NuMv*$zM<&=-vK&`nQn~-Cau?Rq0-iM(1Vo*VNHYm^0V!q8FVcUZV
zl*{zy2Epu)x6Ba>YYD55OI;&UAt?&%sRKv&ke=0JdK&wzXb3=}rA;Z~U=zS2;gsxE
zAf<%+7v1cU{mNn(qj|YB8+KQ>8vZw_erA-U^m`FJ<Bev+iUF)U?)xEZOx#Y+RZs2S
zr>xe3Q4~xh3C#Nu4aT-#|5#3>KT@@Sb(0|Ov2X-{Mkj~I$F>&*CNKGWZ>K9C;*^6q
z1^OQl-ATI1gV6@0s?H08{4v5VT;16v<T4CwB-(|mzpPdS3Dur=yt~e)eK{R~wcZvy
z=l_P)VDW+Sf3uy+3lI}%2)I8F;TI>gGc_GnTn@?{M@RhrB<ZMaGnTV~nZN>K5Hc38
zkSQq=0`&dh>&5>R^;$2Q&bljHb|RT(H$B-{x$E%PT~i7F!3(O<wjHUu6^SaV`l`!V
z{{|-92(;~OyntT<pO%s{z<JNH0IoUs&%mdW*|qV0%p8PUwmP337amx!(XzgV>llWX
z-xFG3&f_G9QT*33f5W?Cn>rQ$|3ZL7J6qnRJUG5Moq4Quvy`*B<o%NH`~V*VIa;Od
zy7Gn?a5GU7{)Jvi_t^d;ntkgJ0&R{q>kgQ(LsMHlmla+{GsCk12ov9(JE&uoz~*yy
zuW%&pixR=vgIibFUE%k2=rOyfodi@Kh}qZ4FKF$Ekyuek5HG@ju7(@P(4U|Usw+54
z(D>1|K!h+aKD+@juLJz(`-3jD@OhAzLcy&+8dvq+T6kGbOWzhd6T>u(!4@YyKf?L_
z3eOP$Jm)LND5aUTV1R(jWDPcXyW-R#WA`0eU!5T^6>o_a*?q^7oWq3BYKxRDQM-{@
zzWw&=_CEz0W0$+9P*)pIU)XKa)CM_lhy9jlA~K@TeR%gb96XnS1nj^dMr>4&ox%qV
z?n+4G*gRG1XAuwyWPo<d^BF++$RFHG&;W#O>E4_N9dH)FbwZ<K1i?^0`}%I;OAE#h
zvhA4Oq4azPk2(<0)`P)rn+?geE4KyRCJ6ittn@ekArKVJx`+q&qlP^enU1}Z7<^~S
zn!E0RuE6E?p(*LrSJ0wC&w7VS_w=jLc0{JAc=^4L&r$q5O%1xFb)oNm4DKCXr81tR
z#5Xkuy@CnM23iJ2!jb}JM54@WpDddL#&t3lu{PRKYe(t=86c{3fL0r+dlaS19SYrp
z0P(3sR6rP@ze<0~Tr{*RYJ3M**Yn#qdk3^;j@}Xe|8WNnzmavZus!n_zr1lb9SR8(
zy%WA8TbkshG7}XL-R3j_4A?$n`=D+aDDe8okB<NsC6TOZqOh;Ld<i`FGW$*9VLSJR
z5O}?RKLkl{)%9UquBbD@K7s}XK$2?<2Zuvk>n4&qy!ut<1;L^ZEk6VHl9`;UOc74a
zEd-&p9`j<~t|$ykH$wMLK{n_u-ZZZPM9ftJtE##}o*EbtCBdc$6e`TyTzE4v0xcKN
zBffp4vHTWq#ihK_4NY^Z4#ki=?1)1T=hQ6&P5C)|(Z81Wa3!v0LHuu)JAN5uv;t?A
z<aHeB?`bakRAO#A*OuT%eMmv{53^qdBmqzZ<P&^J=^p-QPDEJr3eP3GCpA<FL~wCV
z#Q1n$(Ly6iu4T)1{g&}FQjE8cLNcm=E4k{*sZanN%Vr0F^vjoDrCLY>X7amtQegMv
z#LKamjZ^NP8x=WVhz_-yZP1q|WK;QSE%%?k=H^WZD%tetE2e01Utv&D&OQj?L7<@z
z8f2Zf&@=c>);J?r+C&`+A0-5X-p2aA;@BInu#w51nmY|S7W}S|;Rbg%=ndc!*Qku?
zT~Olf6{n_Q+B!X;9jTZWv|r35+Sm~Ys#{`O$|D8ZmMK0<x|ThXKN94O%&$4z65)(O
zcc(Z4hTbdkM{SRFn_zxi!5XcG(70dyc?D0I4IlGGprGVKj(ateF<Q0(r-g29=L2#6
zz424%p*c9Gg>}T^?l-Fk_(*#N(`($WXptM&5}N1Ij7pDA`f`bbS2?!NH~4PrmP>yk
zDuT=J%a?B4bl?V`<^gzg`vf=8-(8eYA%UFE8;z((Yk0{1@4j|okhH+&(FD&Zjsc@@
zmTu8aY*gst-O?eEYNeiqXpEo@VpEa9+PQ=8b#NLt2Zi7{5~k=b#ee>M8SSLwob2Ot
zOuH^Xyyi^$)r@p0^tvNdeGW(M^qCP49#D?{j}YNP-uLQ)vH_rRNR#&yn-8%^^ac41
zPQ9lMh4vg-e_qMhM`vRLy^+oS)C?jNa~&{Ka#ZEfM`G_|&)P!EwZ)7xslX=X(WRJW
zGet;9^Q7peaB{wSVnDjcjGi}NyFe4p3LdwVZztgjFRQ?<_7K3az~DfPj@|Z(aE1f$
zBWLn<HHce_>OeT#**|=PA;d~K-9;|p=sk6q_k=F0gYb4vLMoc$W5~f4B3$dcpok{&
z#Wt@}FW(?DNWr#kr1bs}F?=_JP}!K8@(M?|fq5JpI2VQEeW>oVx-cucnM^uq?|N;#
zl_ZEE>)j=U5|EzWwE_U;%O6X<De!|g!*B(19=IFRi!^hh#tsW-e>%PqJv~Czbv!}$
z->7-z8ww}a<8~w}D8S75%?;A#1QlJ2;yq#)Jpg+Ez^Dpj5>V8D1nS`5Yuy!vJ`5V;
zA_<#25%d>17=zTY+jD)HHDo*@Ry+MX##iu`0)isGvl#!I@Qmn%plid{A*kfAn@+XA
z+xb{c^#P0;bOJ;Mtt1;8Tarr_>VyWo2zX|YOA2`L!Q2LX)Nuo33k)s;yyqIngAIHE
z77d|6_-AdoVn2zsr#Qv5lJNl=__OoOX^$}nTBpB$xeZ1(h$ev`qMr{6`8plI?gZvm
zNjE&&u983e1RaJBvP0h>BkU0iB5MeV_6P?8!^waRTO(9NS(#kRM!*{nMHwdZg~3mQ
z7E85_U!`;46=-v##iAYRiHA?eio7VFYzv+9XAkr}7)d@m>SScT9_CAQg(pVen;9ee
zIlWUfK_sE^VJsn}HxSQtemh=55T)l44$O8movJf02KlKt-acl9QfyhFnc06!;Tk9!
zmeT$xlFBA?3)s&zO~o>3@AOH}1o4Oy@`xO2z|adU)zdr(2{0E*Tl6Srb|Ze!H=g(9
zwv4LGjZl~l_TGywt1^_}Lll^glkSzK1wbEUO%>39U@)K4RQI{61829Of^(MlYcwje
zCrv)Aqz*=jbN`J|)x20dMiV4uFOPP2i|Kvc&8?=@$WjYyFwY(+pa<Y*#Ln%RY~lv;
z+9$I?!U!TO9<zM{^gumjO3c^b&;Q;}=`nq8F&gk0D;A9+E{L8!47&ETE*!xRAMEAi
z^dp%9GqBO`7{89zj-8w4uJ-f#Km{)y<}OlMIEqLc=mVEc7a0A^6-IYOH4<g*0s;5{
zt_y@IAj$*wd}zQ$XHQ&!X>7+cYE(v5yVQqhsZtP6HTc`uCCbc%+nl7$=;(CM&*u7F
zWoEr2RC^9*f&bNGomhIM>1ZxWKqF0tt>zcJJ4RBsO4QRZx%U9MT?c)1h@4eC)*g@-
z0J?fWF#<ew-m!+I?mZA!1~&ji-J-=CRH9H(3!@+8&5m+E_Yf*iB>;j+?t_$>_O%L0
znrd{WC2-gpmm#s(TD*LL-p4~O!3NkvE`Y;Xk3odwv_}ScnXD>0U{T1_K~^z3A;McW
zsXxEHii)VVp-u1mpg=a%xS(xp$oVA-Ih-_!K@I04g={1F-IG-k&9<(I+x5pv55*RR
z)Vx^=8jWAEZGhh8^XJi2yD@ln)TYT~9Y(&6fqcTU;*k+etk{7DOu6t6OuPV{-JO7n
zu;@{2lPbpuv){|a<paS^2Vj0_|3(n6*4paLqdUAnC{o8_rAJw$AW4+_sm^$r?2$0^
zHu`lZayk36N!(PPfcKo<2Yd_=_NAP{NAjw{K%;d!ESVj0BK{oeqMWix2>sGqH<(L$
zWKZWonnzKewfaA0Ny!G#g4KI_IA^Al&68hhEHhJ|VrXx-&TZ#JsRTE>nOz&JgwKo2
zI^y+EDJRrF0HA?9;FN+!fs>qi>2ZPDZRBvvc$8BfXeXgfZ|QIYakhQymbFTN_*Vh^
z4}CWzqY=!GoZwCch6=*_RY|b}i`QZ~V&}|dAfu+-T@V}9@&QAcv0XXzRFG*0`JrK(
zr=U*?WSCxNdu+&@H<#FX+e$q0-*w!=^KPe-dlXt@XjiACr1$CzaaRiRoK@y;I$w8@
zsJw_a(_fp|%r?|5lDu_=Im1oqK?n0lDgRDwM;p*l{H~Dj$b2oR>U49WE~%1eao6MH
zQ!FYk7~q)|;CiYpgwPye_SZ8>)!|qbv`#egVQT>Y`HzAY^HdzaElU|}$rL{%3B4iq
z6izjqH{jL2Jwjl~Sk2NTB29s&UB@Jh0+CE`TPq}(Z)10{RB}euiiOX?5D3gD^mx@9
z!fN8%5p5?vg_s+Y4bx;8C-2M(PfPw&IygsgFma37pn~|x-Fi~8!s(T5pmbKGD7V<H
zs6*XyoX(i<ARR$I!R@FMoD;@(6go8TxWx~1z1(PwOGfeE`1#xVK4d7KxC)?5q(2;E
z#Wk-Zp-Z-;o9Gb4Wqo$%Vn*oobpN^;1Bs@jdNR2z2~5Ng7?aueOzO}c3Jc7Vfc#8_
zAhka@LoUnP{u?fgB8?B7Z;<o@Us<Bj{<1S#|JjR9Q2mk=ss>KSKA_RN$lopIqSt%f
zXLf}eCnLWc{&}TThL6vd&ejrLL|B_V?tVPfLAm#K#VvMLQc4q0d(Q6PFD26&K>70v
zhe;b1i-ty0eLAKyi7*Dn7}HVcSGcq)@qda$Wn%*b5F;0qSRbzuVtfY&I8b(6xQd*0
zHZ5!ymNXxJg_{>Ps(?D&tZ23NcZb2%1PGN8{<-Me)5zn=fA3F!^vV1J1Sn{IeAuXv
z!Mt*R5;6~5?s{d&+r9bzLcG(#Tol4uip@-)`0V}*_q4_SOAs66aX9f%^wNX4Y-C^J
zKcWgBF|oKghUaiL^KS0DgUyjtxW~=rM{^!3G>WrD85IQd9>*4fc27h6{Wto5@yCdN
z$E=P0^&%fUgy#GdBk3};l~=K7fMozi4-IbbWAv+uFc1jlmx&GwiTI8C&G@4SC%ybM
zh>SV=j*e8`cP~z(u^Q@1{Wq*xu~B2b2tI|;ESnv=BK`|TeCd-daX4bBJ;(yBS%4}?
zJOCu|Iaq#a^ulN6IqfeWV=0MfJQvvH=$#C{JR2-~6-C4?{U7|^Mac2e2tWM?n?%Hp
z{H0G%T$|k}`Z1b%VD~?00dPZFrJP(8T!%L%>hik%We5>EGjB<sJyuacTQVIa#|>f0
z+&!9$8@v+<jdMgqL_lXgSgwXv;bw3ij_EK2eT@%6uZ;UTSwsZ3*xkEmeY^0+T~-qU
z1rW~3Y=ko%!~&R<X8;_jJzr1Ee81{SNlE!~rx9S0^q(af_{ZKE7g{$$k>qt`z(%6f
z>;Zhwt@nl)>MhQ*DKSaB7VefDmt|6}{MTseBS6^;xqS%4%Rl<;LZX5bts9nD_u6DT
z_Ze|S-KSbKp0@rap-oDwKs#<nf!KIa;SVUyK)}O90;B4phhlKgWZ2=n0e{48xR(Jr
z2>a6<;5aF@I}fbk_KwPAiED>L_g0Ei=hg{c-1`o5(Y_Db+=DvLj1N#H7d2qUdCZ#B
z{^TqAkP8wK<1S{8gy>FwrM4WURQOI{_PNK6(0MNg#%rXQ`5!b1YSxEs*i+sgLwF`d
z;u8OHxh;`7{F1@l^qf&nD|;)}j671`?2t3NH8z#rCFVk5HEO(@v-G&*l3990Nt_S9
z$yiPy0ia5Ki$p03cnGkq7QBcu{RVa+bd>BGq2RJIVrwkhTr|cUX^z-z`x6Udc{y`*
zDEZ$Cb?QEsxh(dkD~`9xj2HZ|EDsNCmjeR_bOIoB6%dfenvr7SLEH$Hs%pXs^oLlB
zV1saQ-+ur`+GT=8fFHUjEKHK%E(YboxYb&?ZXxbt**Rqa<9g>NI6_?zaWOG2MS}?F
z!~qO;AO!W*L>1AmsRo>3#HEn%LcU&r>q_4Lm$0i?(0Q%#o!EOC8fI^{IPkz%xi_<&
z$fcEt{iZ@QW~2NUKfKZRAP3qNg<_f_p9+C)%DKy4|3M8%xF^<hKQcS~YK-%GxVTzH
zpWH%yxhQTweiALnBjiJKd9X9se5f779trw~KZj2;u^So&t~Up0a9=ZX;Dr=^5aicQ
zaLMob(8Kv`+>{35#Yd`;CxEmX<-Cdd+LUY~J@i!6jz>SlPPg|nRb~c8{zeuBvD+V|
zUynR`?IbW4NbB*Uq!|gd<f6~M*K5`PDz==YgSl@Z!gv0+s%4_W>W_HRb@b@7eXDq{
z^VJp{)NifC06qaW1ffHKGgJrtgW(p=Q2*oW16)-MN5_3L7b{ZD%XSY55!HwkM7tqL
ziBqrC>}=GN$@+JMU*A1m$eQJ@iD#VMSXyGIEsn?n7|Yy2^J=bNqK2aGF0iA|7*_?q
zoGTP+khS*guO*i??!^_Bcmm_p>{Zvh+u^)xAW^MppW6mt(b0Au6OJ+{5Bx8;W3cc0
zgVL~q#~bB3{qgtWr2hb0JK9rA){XJ!9XHFk)(V}U2#5{aB4lUde=%EAM$7~cpev__
z-{h^6t%s3r#)UY6Sv6qj@SG*vN;o}72OV(7zYkh?NNB+v`u#h0x=whV0KRl>cewLS
zkizK<<w<(72OP@g#<p#vp0&9&X_g6vp@m_SWHj6h6_EJgA8XLRgof}bOJ|Q%^H=)x
z6sn@y8fNWK(TjX|KtK}H?;F_xS>0g6NRoJbLjI66Y0<+c2Lmv|?tdqSkRZy>g=1Tx
zS-uLY8Mnpfh$10B4qc~<7w}f>JFh<<uWAYiJAA8pPfWuX{dvNxerD?*OM;ceoi$oz
zf^Jsi3hUpE*sjJv_dBg1w<M6A_xS8H6ZP45<r%gnhu>3)a1bzlI3ltOEA{c3>We70
z8oQ6^C;z8mZJ%1WKOK~Oav0arv|f3$R8MAGuys*_zJ;YJ?0T>0Yr<yqgaAdF0^_k!
z!<j_LRwwfau>IINI|Rux4PJ*&8B+!M!n>hPTaT1t)E4qM)CL<otQrk5z}6W$-B}4A
z3(3$UegDT&_0X0neu?AdYi1l|y8J(uf3}Ezi>i{#>?o3ZRAD|gL#WEC_Tx5Hf%LEL
z{zQWCm~&g^nskkheZJb4QMW{ehjh13Bl$=u=swJp4n_(t&d(+JKtSN9U8NEYn(Djx
zngxcYrkGc}K`q{LvQaExACjc9ko*Jnx>rO}eXE=^%9ZXasojEE`l`(n`#84WNz^l|
zr00bQE!$%}8EAEA?sjF}ihO;I7y|_cKJxK|S>4%$=cFOzKVkH{od(8D(=vt2^=31t
z@^EERS-@J$T)h}K79mfqjTg37rCXu&o0l7wR67%{ITzbaiNjBr?R2P`CQ>-l<Gv9|
zwi_E35W|uonT_-xbhB=axc<_*rz82<)sw7Z0r14|tKgi7Zvu@03j$3Tr!!&dXX4^?
z@;e@V(hG0>(DyA=v<_TUNx{syUn2;kEmt<eKkG%?S=c36&uWpx&h_O0MP}ZUL%+B^
z6F<p0YPjh^`&n2A$=M8<ef0cjJ(cT?<9C>Lu3-Tx?ZY(ycqnW>ie#$QDRe8=dz}C0
zLBR_&1n3>J0Px2~6?W(0wz+9o!`Y4HBE2iBf}uBCZ87e_mexJxn5^z(^RE8nHZymv
z`TsOpa|%(*m`Cj@^qqbawOBb`^Cm`2eRD*8lfhNm-ZZ5ppG1N^%@P6G!qY{0GGq%T
z4uczT$Ad3%kbmA$2>fnsy!fDhUqNMkHKH)I--xx%+!`s$oWzU+*m@V*nJxg8#ks%R
zn<nmrotm!SY$T6*_t47ykVV8k+7h<rz<i}jda7OekvWMJ<vNN;X5ZmE>W9|k?{0c6
zyQ~~Uj-=%5%Rb+WtdJqyTo3Md@#%`TdP$z)K8xdd4zb2a3DiAp@6!NE?@jfxYCFI4
zS1-SfBuAUkCUr)sP<LX8>=1k899*fK@-TqvrlzyA#7(c;2t1#b26`z}uYi$X$vy#{
zG2Xx2;@Xc&qxYFk_sgFtqqx07sY_yyghB5#RKw9oe-f6nPVKxn!s{^1S2z>uYdOLy
zl$kh03b3#t!WPDVxE@~Y2|>go6!vOxlw`3#n(807toR%iB%=x>5MpVv8l=+}(`Evx
zN)UO7&<T?_YSDq*0}$mcuY#7a(dQJp9Hb%4(Jr8q;k#0>%@}dxu~N9+@k(T`N5gku
zin5OUE-n7=+v{3aQQJ-|67wI)!LUcf&VomV7z_=YUfT-p19@{km$oUaNPox$lLkZ^
z<^TC?|Bwj{`bY+(my8(QpsSt<8Q`y`H=_a5Cp#vg@o)k=`p$IPo9%0iBb7GrGH;hU
z(!`zSH!p79GH`2{!tfIO=z;@x9`(gaV8Ig>@Ld_Wx+aQyFM4FuMyK|$t_LtI-c-1D
z-)<6I$Cy;O5Pb!96u<#@scKA^`SgqnnK#)=^glhdP+*h(V3zd4E)3dm5L*CQ4d?+l
zo!2GX1?c$f!RK#({?DwdV{d`Ru6M<KBBXQnpP8NEgDc^2#vK?Iw%<TLaDNLm;?0<?
z^xO|31X`(iT*ih@EUysGW#%M`z-yF#GB*W-&PO0u`eRwaQ}|v$3wU1X1m+b>#t<?P
z@Cn=Eg|td`+7vZYM|GIrx3}ZNM8LcDERzoP$@01h)+T7xZ1r}`NM)h0{+43$S-ZXE
zHeNEjt4p+3*7q%u$H(FSz7APZl%cbE2k&|LCf%~9CF&V<l<M_I%(utEV+jg#1QuQ5
z(5j1Y9U_ax66h!BxF8H%^-W{?W9Fm-eUW(B8U?;pr&yDhK6MEXt58VZ1|c>7YBbOi
zPkcrj>S%aIJ6_)1OzWkjaq-?v8QT0685$mm#T)fY<qqxh7s`;705p&MCBTyKD2eHn
z$}t@z3}Ym4)DJUDGPOLE;vunty;@(s?0LrPhCIzfpE|Tq56ZECts5Vmz?Z&!JpyFO
zKzOC!v>9r1A-cDHoS8IpGBY4ffk343rZm6h5d#9Km*yYae*^Wl0V+>W0NSxl3&B*_
zX-VAv7~*d@dwS?$BS)6)WHfYsD<^`aIY<gwHU2Mvslv1%w=iJzvT<}wNUYh%g$)ou
zRDuQ=p|SFv1)!;wN~EpxAzW$wH=@82dGDTV$G`3E?V!Z`_zF<qz|J1c(Qi%bn<Qe}
z?Tme1VkA+rYt_fO|JMvsf%iqE>6rN9w6Gzcsh2i-F+-!7?c(S$J5wBcB=VMrSAZn0
z95Xr8uQc=^zksv?NGF1}JCX^IR?r1J&HH^Vz)1)&OdY~@GMZ4vm|HOBg2p=G<AyaQ
zy4n+Pw*#yanS#`=^2`d5Q4{s>m*oFy(JqJyH3*Oof5U3DxFCxA$Um3tdHejvM*hD$
zegth<cj@}c3KX2t9DZFZadS8XKu~RoMO6>ou}*O5<khNjZ)W%y^X<U3$6DizD9&aI
zpi#W%<2}9LF<w{Y@H=+116wq#O4nOd*KMYR^TSmkYWfo%=8FS98Wo5vb?c=4tmor$
zh_$*k9%RMO&~W*PS^RuiI<l@E<(F+$l5u-Pb~q?lq0*(s=Kr}31M!tQ>b(FxC<6d*
zAx5wD>EEs2ctRJtwXis|F^Oj7N#$FBtDI=S@+>?O!`{fq$7TR{N5W-5{a(!$E_#5#
z3=kMVT|ot!)NRmPIYYabzN%7eKiBbJchC<~;EPT1z{^G}p5lYP?+$Y}S<WWZH`+S&
zJTTES0DE$lV=B}xO$7i3NC5yA=|iteJxw$r#SM|htz-86QE3B?r>k8Na2`pZn;!^U
zoxcYpTI&d;C!{zi-T)!UV|9lUQ?gvUjlwY(owd;l*iR6&=mD|XC?M!)^X_!OB=17W
zqO6mVEPRm<PZ<^B;YadY?^d}K@dA+}AYg~q1^~bGLINz{Nzll{L?oQtWd`sq7+)cR
z1c=7LRY`z+AnhwTH5IHikoy4L_e#W3Cw;GBV?}Y|^NT5EV%ekVL;4Pr(EJboUkkAD
z2ur<j&zOAVs>7esgx*0Pv1Mj9;JN7)5H$a-5Ce#OU=E0%0ZDzW3le_N$t=2v?QUSw
zu6O}m2a4n?mIKtDDPD3r9(W<BV57O8`YARR9$Zkk(_Yw6|10uCo1v|0t3S;M!b^<|
zJRVe$o*n6vT08EO9&=fiK!yTl<X%C8YQ(HIKVZRbsd|yMaYeXwotN8>uXI=P6`F*i
z$vXPX1{b#>?;1KUG@<EJqTZP{33t*Wv8v%igeW#@3fGuz)#+5_bRi1~D)e#uJuJ2_
zvN*~$6J^VsDf$dbG@=&<BeSuAHwk4_dk*Sr_?#fVe9;3Gg}<uNcZ9l(ON;Ph7~l}@
zRt_%1N(3q)gO`6xQF;2;m0^YsHR#vTg^5s?9;8|NicDnRd%5o9%BsqASQ*}d?*>*h
zKpzB4MLj)h`<x|vD-LNQ-ucg?Tz~J?mmvl{ic@G@)ulVRk{6fZ0J+9dh0prr`Boq?
z%yG|J%8p~N;MowUAuZudKO1*-ut&eW*Q>)subRX?%t`HcKPVfpzHcF}Rm71^@%%aX
zn@)d7_}jh#zH{lihvKJeK*>R*2?)P!#^8_jj?>gz6@^?*Y_@3THLnQrZr0;1q`RTe
zpAZM*^@i<5sxusv=hFUe7=wPmi4|XZ<@2($unvWN9Ebad=Dge2|0Cu!P~wvC>sPgi
z3gv76ppeJzW(sV!#u|sGkJuWcyt_A^5!NrM?){kgn%WkrZ2UJGC{(a~fEPbcddPtW
z9c$ST@I7HIl)Z=#;JoF#e?`iL817IZ^$nbvc&QJWKjT#mF7NHr4~Hd>!3`junQO&h
zQr|9#@b9%T*2Qmw$k0GnwpW}68JlwYufAi>uEDxdn$CekVuz$TLFm>1%N2KkksOt$
z1`KJ<G3fP&xw}>z8wa`+h@mNgnC)_;ZRf~Ei1mt2S;c{-OT}YUqLCzh%$9nEs$Rv1
zN^p^;nnu3NE`mCEJQ$E|h+$)oEL~fCReFCmV~NZIoKw6FeiCP^Me^s0L#Xm|X#~>f
z0+;wLeYOGKBPRBfXQnc>a(2ew)j{*MO+23lh#p5p8{+UsF$v+!!z+L)Xn@T5a#Mgl
zc(rJg@UyPC<1T(-<40`H`I?02msxdVw`z)|BdZky3Y)teXh1G*ky6Z=&l76NC$q(@
zH-C<<GzhI9(9W&A(47D%o4^b}G?@9J#|BC%TLb%AJ`~vV$Eu_d@c>1FX}RSubP!-F
zSk?r|2#{m(*I-obF)icKgN_5-77r3lsPG`&+J_**kAY}SVf+O^*8m6KPX!`6oBdb1
zd0AN*lo$w;NW7FI+1mD^O1^hy(q~Y?*heRR@w(Gt<1c513pi0?dyu#4H_v7e9X(5B
ze{h^~**BRUR^yW7)^?ep)IGo*!=FOQQ&J}6_27jW(R+nk3XgEnf4z}p@5f?)qWj2Q
z1J8$Xt6qh^68({urum?F|I-JL9t@Vgj$xL3aII8u+qUm^jNGYf<ss4W8IuS9T!|Q!
z#oFd#t#^!=xKl3|%aF-({^|H3?Rg=pGI!WFvBTD*iF^@V8AwTg!X6B380`h?KRQ7o
zr16~y(5fMb=cuw1F;=DNLt%?<_h`E2*+G@+37`|lTVV`#qrW{xPiw{S=RPgh(#6S-
z-x*P+qQ<DS)v5GM3^F@E@lArAMEqO6d*l3cBjRI2RNtbM&h)(qn(9jSQL3rGhPD}?
zqoNGtt;QOeXU45^UxQ>3Bl<vQg)Ps9tz+-4)AL=_iF1pTP^fxfPk?Z+@LqLTo@dT4
zBM%FGzz(g&pN65?Qchh8gR)@>cGDD(obvD0{X!!a?Tw%MhlJb;381c&4Hpp-60)mr
zy(qee7Jxtv@E@K5Q}@{R`vz*yp{w+dw$*(|XG0H?8rX(}ccAoP2`9uAGb_MkOSJK2
zdT}gjcSZLW{aNp`qwQ0ku#J~zO~^oP%U?bi90RJ^J5loe!=<05Oc029uT3ez8>H!s
zE&5ODM}Rqn#8~+}wG;ugLTZ6|m#JvA3=d2Z-Ca%oOz%>cX2%KXnoZH(pZHXM7bqG;
z;viuJ<GoBZ#I6UnFhDVBo#BNG3lht~F$5aZ(BYS6Tq<1M-`$w(CT>C;;H#oDYhLlJ
z^TVkHgV6#EONbM&wtoEcd(S^d*n--eA?5|cR>u)WT<0L4;SXMXNS4JXA~Kq&bwLKP
z%6)(j8%w)&!O?6BwSZgOEiIsXarZqi1h2cov&yMoCdz(Z^EIE;wL0A?wH+798z(fa
z%CCm7`pmv4`ytvg-uw3}^>4x_#boZfh=~;>1=+^2S+xV^`nI-&keP_SV5?p}7LwMt
z7~f6da2oU)%bnHBs`N>x9?|#9I%IBf2yMNy8i)6$#EDMev~g*_+eZ6nH}~~!A&8$(
zMlrjA36ey>Iz?;+);zg81Ex0RnXgG53^j#%tQOec{xd0#7?jx^tdcsPF6ifJ)c9$n
z$oe|U6|653^dplmT>JNSdsp3%YqZhUkGq&MAe+^V65((Cr~R(bbhgnMoMULBWy(g<
z4&S?<3Zlk!21zpb!_x%O!P*lC9wk^eA)>!m-z_asL>{i|Z4~kTm3bR}Du|k2@f35*
zD9Et@%E5WQwszgze2DJ0JQE2_jj+PKM6`!r37&93*ktAXYNBRF`#^mMOHPI5wAF6E
zjg8e8=yzE>u66qa!obY6uS{AxH3Rq)4-t(Q{mS*{zl=zBw%2(fS&s6Ehl;j=6YpQ<
z*~h8p&YpXGpVf775KQe5=MHMw*^ma4m(bL-L8t(P?%Cmw+Y-1D7Q(_{Q!@kawK+*x
zq?k0<d^Y8WVaJ5B{_`%MsA&BX>V0_9Am8sPKQ5cZ4ZCYBnM4720*7_@5SABkK(C^_
zR~Jku;msI#H&ipd^2?Xr)mq^3!5{kk`H{CcbOVu_b*DrN3k$q=?l|@j!S)zKZ&U<O
zut3DZlFLE<_ZBG{nhUNQDLD~&dADG72&}b@-L0XYKJ^yolgrjD09!!`cEM9C{ZeBF
zb&Kp@{4=V?!RJ(eJ6!k=T#mqP4@ueZ13s>s{r&yfPGK;lnwpvl*ZLTh+<5T*mAmZ(
zuLuNVk66RPYUJ*W5o@@r`Q(TBdwk+1TEw(Y%6?a;qh*crZm;WYwrFvW_HQ~u##|x>
zny#?rpQ?I9zJ~Bt0LSN(VIzQIA%ff%3vBz_?)onimyYa3o<w&1J-ZXviB>c;CN$Vn
zIdHaS7NBiwLLY4M{`g&=;a;5^*Nu%@yWnvFt{?xBpm*DN`_)nEJ%=8lM|`XiM0KLl
zxjPhZfE!eewsKB#Qs8ehf#ZZ8#KLW>emVK2l?9tAK&uLi1kL%OXpxA9V-#1~7`YyN
z5^7&x#6w4gN7HZ|l=rh0DPCbOV8?O6i&bpx3I8Di1(ar9CD9~{*<7C9ne7N%*M*Fb
zhUV`D!G*JL-cXo*601I$Hvkk4UVW!SJFWiRyLX|_UiK8wfO`|Ri4_R|3ftdLeCF#n
zv|4jFYN8lIz@dRJafe41T9b4PJg=zp^+_AI!|QX%*yp8iSWq6TxxbhRXKDAho;OKd
zr5zTzM&r!xaeFJ_;R}(hKhT8Vhc6x5Yu#%j<b2Ogz0|v<>mTpw$Yn@LpP#aKUnw$)
z?M?T;*nd`tENwTgpCB35Fs7S$6w$P-bj}S6QOvWRr?6(cW8bTbCj6HZlXu&G?Umlo
zbGyx18+wQSi-78}cPU-Qh;q~+NrvM2nz{{h%&h%@I@lt?5B_6~CSS3~gY9c;Uyq2V
z2xKNy@t~4JEFggEv!k|EMO?RzHtd{^hS<uIZ&Tv^9k8vmoV`eA-I#jWqIdblpF;rM
zesJU#jR*}%4`jkIT;(iBbb`1Q67W7x`8<X=r2*S1WJP+&%#>JMW5k+~tgCs>@h`6d
z!?>FOAA^GK8N_v#Yua~F(N?60xb4>kA9LdM{{EdEcC`XC5^_Y$`Eg;L@n1s$L}H}u
z@22gTw|O2Y9j6=8|KjDrP#xc8T<o@~3muC~a2*79km4Hj2rV)=PPq7dtz@y^?%2xo
z^=v{$u2Gqbl>IRo8>&saLm>O}&4fgjjh<zt-_V!B)!9W@LUfaw@FScGZSJU5$Rm!;
z1a&%8Rcy>4xc9T2h8<{NW*>OD=F4-%B|?xOSWmHBNgcYIHrpxa)3hC{>zZ;b<{Bv!
z-3Oa&+NQ*WgPvGF)Gh<OGN~J+0<hi!HusWjtklLj3;R5ou@wOe$WZB*FYwTdUq>KB
zOMOB%ouNdnkhpIBQtkfH2Ome_8%r|XCcXL_wwGTlG=~H@!C(qG_v0Jtmj_idYPZkX
zo7#>Rn-G1MCu{YaUZQlt4;bMJ-DbVHe{qTR3HA@Wx`ZrXRJ~??7#X-HFJ8Yh1o5$&
zCf^oMw(Rz=Jtn6H^$R3vI=9vqrH-GY+qzkwqTW|XfE`5uNPukviXjO;CI!KLuI`l^
zJ;b;nz<ROuQsagQ%Za%+=pqg1K&)2U$=QNBVQ3ZH%ZBkUKRs>Hu8HhBx2CzQFge!E
z*Sx<)6t~vVSJ^Y;R3wC<TCU4hTNbps@7Wo)HDQWIkAH>cux*I$o}RlKm||Yjylaou
zk(kF+D0Du($PLNt1XP&y&c7Wk_tEHoV?{_32h7Z{(DQWPfgPO5$1i>wKdC!B75i$x
z{FN;;xWR>Eel9kMSpgdz6+5g=$87gY7xORrQ+8JI-(j!*IK1-S^qLuI7P5vKhxOD}
z<DC0_zIRP5#4B4?+<u^@UN%Bnc1ax*I&3tZz^uTDjixDO#d|~BUJX|Gk#v6fa@(}G
z*6%Mr!L!qi9|;FN7_NOLuvG;TJ|z>F;i`vW<>wzx@3qcn!x>htH7he?8F|zDdZ%RK
z=U&wIC$HcFi|_t74flX!Ej-*1Y(6r?S?qT{k@5O~m)1O{&_1a^At5;Drct4=#!V`O
z{^FXxuLhhG=VC}lS5@3`)kFNXQxbeaO#o{ubV+$aysWZzr-RrDB@YX`k4O55B{oIT
zgIWrsL`P+H&n?yb_O0fdcGJne6tcJ<|9g10t@UCr1>QSg>fH?|Jq6tanj#mr@gxM2
zRx*Koi_(C8&j}hfNu55pp9CZS++VROkuU&|j=UQ^PBBNju3{FwH4oG7$+u-*4l%P5
zIncB{z4w^9YO;*BN|&_roiy>#p=Sej$ODk(FpY}=EEYLHCb@cV<+rs%eCAT-1DmY}
zW>7b!uP(_)g1<Je)u!CVCuL<rDW61C>o9D5h7}!IU%o7r4(lz;OXw~qQ2Z0!VQ-z;
z`bC(?{88c<C;1)zkHe{{vDSm_Ob1UZ%5jud_>D}K17Z_NEeEL^KFj;@BF~0QZiH$S
zE^NEEA7QwmBnyTWMs19OsT*=4A7UM<7reM$1i?0|8q+zeCkf(dhwh?JNM)TbUJ&5X
zA8$MNK_9R#c$6RJbacc*l1BVY25aLfH6Hma><)Q@iD;T4>Mrds$GrQnfI4U-M*07~
zA+4suDVCpX3a<t&w&h_@HI{<FhPJN2)^jq9xAOEld6r4-!*vwj+R@7g23Tl$@^1ef
zzhH^JJjQx*GDGC0nd*CSta18JgyHmDtbq`^=6GhZ1LR$B%@<T(5rjJMhhc%qw!6#_
zCo~Yt9w^0N{X?!ECmaW9^AmRF3tLlDIT}FRVQw#6)roUys=Y~=#+}}WESIk2ehyRj
ztuwVoh<}&Ude4+x+o(1r9q^YAu7h0+XTFyy6ene;6>7I53e5l!h>?SGOZ+88%!f0~
z@`=P(xJiXI@ZFa`{}Z`5@=fB6t2HHH$|Hrm4vQ4S)2#=f*{>%kdE)=Jr%>_}R_?{w
zt|Fm3isX)G$pT)c{6Z|x&C@?c*%bM;Mgr%Ip%O<@4|Nt$kh>RJ?-OF2=sZxj`at)e
z5Aya~7+u<@V7u?t9^fl2nyEZnkzxWf4AUg@y*)h<pNjuE))-a7_C+Ra0?Z(I<f3}>
zbiNM?;Yhf@xBnh@YCmsDez82lD(>j<xITwp={j;1VBa6;AoA2?D0YEa6{RDx9+S)a
zoBFObj3Z~)g#p<?B2QYk+o;7WZ*jr>mY0>}<K8HSB^sTF<2AOn)2kPg=YJ*@4C3O7
zoVyea*G65oBtEh~Y&;ah)~=>}mU+ZXHCD-`$Thmej=XmQ)wN4F7m>rqXgeC+*QnLu
zbm}yW=P67x^8?r`Z?9R8WeizZj#VD%*K2SB!Hr^$Q3Af4;-R^1*n4nv?hC2lP(6UO
zw-=1o<{olTKBUquqS$snd-aX_HvwK|_2P)M_wVkxri^#r2+ZPUhb31%^3`sG6nwzk
zxoZ)+wGrzV&bOhFgq{U*5uuU^%F#MB1!~(A%Q4a1&7yw+LG-ko$U8QHpP(g*`@wQ&
z(A~28?jt6<jga;PpOGk@b4q1c1KF6|hgH>clYc}F9I_IJ+Sb*lb>F94C`_9U4tWpO
zgg)+m&Lh26RZlrUZ5O;o{ZmU3xdS5#FHQ+xt=Y>`Gi>SuY9bMsxfgdCNpZoS0jyfd
zp4FvL8Au;s?}g$3Op`U*NcGOpDu`mCJV67<2kbaFC}B?%8h3)u_bR^%itERt0Yqyh
zMQ7e@joaS_<0stMG{iH(tO6A~>LLx?nfz41wm=Lsu}%*xdDAV58u|=IlGU~#imeRM
z(snTt<ct%G!bAI~bx23#21*gL6ix_n{ob#j3stuZZp848elJOxRoLM-*<bwax|g2q
zkOZej=Y!wjwJH0Lf~YMyO>=MY_j|@A3T^-I`MyK}u&$zf$|f0pud}(X%L#kqez){#
ze+7lEuQfUtZlQ%wV1||D037J^vbV~)(E<NV+)_j>xuKH440&CqWw+$S%~LR;2c6Xd
zFzYdEUGHBV+%bnOHzI3^@vuft-wG>2o`uIW*CVo?nEUWbh=}09T~=@CCIHg{v7YQ}
zsZUI`ZVkFTkWE`X_|u15h4x@JV!4I#4}(Ip2lebZH|$I@e+iNJA2gSKaJ-L+Zca{H
zvtx`68jca5b4A?pz;cRBo?mVJKA&|97nQ<RZo0L{f37(>L(ZvF`Nr$(#T;bK4h*X(
z=F0}|_pQx)&c%M(^urtGp9<+@<)zvuk~z#%dF#;Op!&U(nLGu;LXp`rP(03klXFG}
zM#g$!&3DJx1x(Em#KQ!)Au>WL7iLrd5K15k6S7YVjDAX2Q8umnHdxta)n+yA9_f0o
z{K<{X8s}G9n{1$d{{%bHq=%XSv;4sn?36f=gXyWe6eMqFz7nL6PS%@5i#L9(mZuVD
z+qf&hOuW6@<_Aab4)Q&xeEjmT{@f<{WM1!}1RJNcFKoESPIT?rt(ot4NXyUOJR!36
zd(CXV%wO*8dHny_d&{V*-mQHY3_v7QBt$|bL{bH$LlhBEFz6JJmImpPQV>w26_8L$
z*n)J2fYRNyL2}Ecr0YKy3g<lk@qT!}y&v9Z55^fBf9$>2y4QWrIj`%Q(Q+T|E8x-7
z6BgyR45EvrhMSs%y9+N?_$Su&Ao7Ihz2-OcyMz1#7?M^$kxgI-b>qTx!BkyvF))_f
zqWrWR%<<V;or7UOjSF@WzH?%tV5wop!w;m`E$;Zd(1!5^JD2fI?W<hn<;O}XKS6Sy
z%%>2QA|+Ih<Yk^#0lLN^(u)mCC56x*yBZcv8`8esKT;JI>)0bbjx$QCb)$R!3<A@L
z0jAALS`^^gjBG0N<UN~_#|`rO<vdKx`<DOrW5;fky6=ndk&oSya94g<;;GD<5wU`!
z&YQhH)C*}2b^3L%IpHY*@N^KSgEq}&FxGDLlVcXNfdWI~DURbQ{-ly~0G9knAM^#>
z2YLapk86bs$_F2kY+)$2p-~-h^jmTB%d}6oqB3|Ee-EpE33fb9a14xhP4)<|1gIXi
zB3ng8=!^`DBJ5uI<P=>nzFRpx{Ai)_^@g+98yt4dop4$5bKY7x<rDvrvfQ2ds1`gx
zYvcjOCb3YJ&UN%|Z1PpiT=&Z8*@ihFz2`~GohflTpPrFnJd$oXE!*T&>0EVUA0fRA
zkCK19@Dn3fsb01yd-sgx%S0p62K-FX(?45f6F&}?9y8}lh5ZL0Z&_CpP)uA41N6@v
zU%Ws?bm<g<_(QcVBH%dz(Wp>;W+8;G--&G%zQpIj{Z86#_vdj`4X>ii7oZs+U?*Q=
zJ;O4atbq#-7avy_8KragO)c9sc0+f9qRaq27zz&!6zj%svYdtHtS=pQiykVHmw&tR
z%6(grLTGAM#GO6Bv2LQSDxI!hR~W*ho8R5LUgE6F2^_Dc-;B!;`!f1NiRnyb@6;|S
zqg|A!>08F>shDEnDK%!3>nB<^SN0G0OQ+F^_m2u3mp9A2izzK$qXQ{zhnYHu15K%X
zsmM+d;hiS&gQ@|+J8U=^SNTB2njbDjCau8%gf;N|0@$!EG84lRR@Cy=F8HL61SAdt
z0#Ye{&e5Hz8Q@To+t{#=eeN~+4*5;}7OxG!174ZE;nI5eM7R1K`@-l<3~-T9ZH%_0
zg6Er<m>A$&ocTn&E>5$Z8r6m3JyDnZ!l7eQZ_~yK?vhTYLN-VK_viPg$|oo)D*a2w
zLQA#2><pCq+{i1*_dCv2?xNaaU+^MAyH?T=_O8^|;F8&=AIcXOr0&zc&V5KKYH3Vp
zQ>all#+5sF%O+p1hqeup3SoR9(gX+?z`Km?RwY7$NSATQzJq=mT_%c+Z&tQ;K;DA?
z*JNNLZ3h!op@|5jdR)76iHb;~8{fu4qRiZ1oDv6IUlsZ*!A}u7QpocMBU@K9z8Dmz
z`Z^QCZ^Pq(kq<;|`yDy+k@bw|+9r2AtBaWoTq6Zu$!#-ViyfRZ7S5&^x@tP#5E&M4
zJMBIE^%j2Dz82cDS=PH+^PZ#{7vEws|MG2}P<B__V=juHj8ctiwPqZv(Jq~(y6u9@
z9l0L$n!s_O*oHWf_ei|!jm!c4G-GPuIbm=r@SLX!eZb^E4q;*&l;A?vH8AaPXV4;o
z#?9FHnR)pWM|Y@nQeoGH?ne{WsxDx4AU|;ZNc@E3^>Eduuh3jlBK{PVB_fX)y4gQ5
zGJ@W(&}|0{uDWnOmS+5uHDz<Do(=W;kg}tD71q`s@*2*Ba_7%CTE@VPB1=m=u7^U>
z60<w=eui^u_grT?EW>+atge>S(fVa^x#14$1#7O_9QB|fyy&#E61ml#?_|B}g%&a<
z`(x8QV}A~wYp34DIDd<>xg*=b?rt=sC6S)q-S;0h)QF5^oe;yiU^WO+^9WQy$wg+u
zhu%Zi+#?rrFdz}KvAY*R9NFusmUtqL^&(c;a;aaiS(MrHTkxxkqYq(H=X5JTd8Fkm
z&wUt8=F8pyxfhV{6~YKe4G5fUc7^n=Otb-1aY04&^imk(37Ap}KTtlJ-W|T!rz)ED
z;1uYfv<+=IFF#qEuR&2b($@XY_eau5FE7Y9S$Hcuw!RSjt@p9YZqER1&uz?JjJ>86
z&F=J(AYz6~2@GUMwGucJ_y%$I&KW*g8mE_<`<Wa*mE`|ooqovs*VZt8U(Z00&v*4b
zs*QP<<XoOi`df>u=bY+<_+x?QnPxe?khWgSF*UXtSMri;#{rW-n~C3mYuO}y4SKQi
z{JL|Za{4ONFG9PlAPw3zQ6V3CGgs=3{;`ub?(4d^6*p4+z1igMp?z(-$Lilbdc$<W
z#>U2yCYj+6bc@kKDIbdkE4-gYj?Alrdxanhj6MuX0#-Uq=F@oe{-}8S*Ioo0JVXgE
zu~C%RBN<Pg!!`ji2S>0@i^d=3TE3C0GDF=RdraD>({OL4H9!;xzhVm|c-q~m#!93Z
z@AT=1<<ia8WlNU?+k0;it_=qC!Tb@PJTsvjo4aSKl(hrn?aPi1lgX(JZ&JM7*rt55
z^S)d)3p2-MS$SM#ZN+_mzJcvor{@VTgZJtz7SlCta4c15OTnJ3uk&8kDMfL<r~#I+
zWTG;;e2*QJlt!JdqHE_WoKd|mxyMMNoA4mz9k@`c<WcB0A#)sV7TA>6u3)c#*9Y+;
zTpzk~opv&b_Jv}=@)5E5=n3CfkN3vPNz<`f1#_Dn3w~25%%(k7V+@i?pl>lo5Dw0n
zSGRi}6ugJr3Md|xh=+;KFsPt5sPCoxaPjdGS6vqYdO{rWwY2p;EgR}g0ax2TB(~tW
z3!U{je9RJ;ek8IC+K{r63gd9U*W7lHeqqt^ia^tj{8EqBNwcQtu+(pXnkc;~Q*FQ6
z?hH0JGu56fG<Lq~TjtjJW5|f3B>|F!g*^7M)e4fqJzczTS4#__W)bF~e2o%Z<rrZi
z$#Cf7c2z`#xB(ZtZHH$s`qopQV?;g5ru*1JrcD*qt65;Wpo;Y6ZNaHr;GY3$00kZS
z`NV*E(-%80!_iMq_@eGTx1GaUEE~GL_^E5=XsAl_*?sF>6Te0Eb{5hw8ceIW>E|pV
z>3ep92e|-wN5p%kQqS`Zf(L}9hP;bY1jt0TQv_pM^75m5rE3EBC@~F7Dq3Y%eB?Fk
z3A<}n^abbv3|`QykhT3vgWsfC+}c}2TpK&|RfdVbiTSAr4ig=SW!DyBT+W0tm9);~
z)^?lqI#v^ZO)o8;%kW}^pa<Af60~xewSFctiTo&+y7}nkmX^`CbKe}EXM4x=5zf}i
zHnb>6R$Y6ABS%Amei3*=BkPI}Z`MW(YM{<=p=@3_;PPeG2GJ=>oGPtz?v5}|$3f!^
z(3zFZov<*#*n{b~8`7Co(loyoz^PR}68z+9@1h74B|f{cSmy40W^d!3K@@#u{Bqj$
z*v;=<3u!TWl<W=AVBC9J4SIgT%(mC2I36%MNmHBuE+m#irS54xAs93jUobLX2UGrV
zKDJ-AnqnwkSR=)Xf9~W@s<W!BJvMAtV^#2LJ^t3FBY4iPm$+PQr!$v+F!V0x<yZIR
z&lMQ1`V^<Ci+OxkA8sEoMaFffP4bIZ=R7b|TQDZvj<&8ym3!wyZNAx`*c+S5?l!9P
zNdH9shy#U|WB-qm@^5D6eI#(9ivdg<Jr)i&5W+HOb9=$o9qa?(Fg>?Fy0~$hi^H*^
z;a*mYwNzM_fl0^s=b-QwYT)4j`vrmqjyMcd%2GMjO8Csr&kw!gG!<jNXW0XQ57PP}
z+5kug#pHASxwOkJ_ZupAxC|C{l9?A_12dmIX}`jn?cGs(so;+{quXBNLz?$Qbi-r_
zOH2rZwgm|l=-jBBM>aTnS0)N4%q~{bmyj>2o6pSfLI^xP{Vttnu^%NmxNJ#@a{)Jv
z5sk_J5Fi^Qf5gac2nPOve?L9ijj;p#3z4pOwN9H4OkIU)AQ%-7b#71@D764WBJ^$I
zFm-5(;Yu*?AHt~U&^y;qmn{8a1W^&fJ{<AaH8^Sk-4I>G8*_2Id><Qo2gywZ{Py<k
z+n}toLsdg)v<?hPhG8lc?YXr)$BMcq_$$a-%xad$1sc0J)^9z$U9IEo!rEQCts-{T
zL;G>~-ieDq%SwVlpk<nE5%pUX+v4W2pBF8;e_8W~C(a%7EgrCsr7oA55S`>nKMC>#
z9c;ILdy;D1DUzyL8?m|8eOnj-yrpwq*3uzRO<|H7O~pIv8wyEjF!>EStL<w(RXq1k
zTNi0FNmupIag7dB*0XIE6iFZBalw!V`+dF(?Q<am2cmt@0l*%Luc;OTX#~wN0XmDP
z%L>HEL87!HIuk->*03|QRdY73L#ibwA&2rjBw*q^foVs;xi)Ma141FgddZXYVgiHb
z{I7Rk(V6oXR(<(ChAnUgS4dLoj1P_I7r?lh+aik-apszf@Wj&YlesU+mw(5Wj?<zu
zdoVCH<PNmu6CPH(YcOyFar*)SuOPu2aZ0{A;?QNw$<+A$XX8tQw&i8eJ0Y#a1=T>(
zb-qQqddk>t7|;kbocldkNLE{RTAMC7*))Z<;d;o=Bq|gfQ<xG@3Ubtl&7MYj*H@L1
zht6x?gyv!3;!CY6kBDiOOZZ-Q-N(4TqJ{Q?TG=v%zu0WZ3lW=^E$M&R>L0nOUi>_Y
z6~;VXa{3wc?0Ej(ubMK=J)bDTvK<9B4VapPOi4d?&J!4MeO2IJ02}~w4~dX)yl|ic
z2NcwRCxTWF3W|~!PKkp;3)5mo=8;|-$9YRuLwBDiW(GQ0HobzL<_xuLP`?Q^wcv4J
zC>IY;&S;gu{SLvZ0ce4y32`|!_~NhK^A;TK-^_{`Zd*+82N5_7Q1&CoU$*loy~J%P
z>XDz9^_pnyKNdRk`HvKXGO$Ac;*{8Ei?M0<1&6**FEyMw5G-}n{1)uQOM*mkh4YS)
zN_))p(q|Te%Rf|NT2uqF-d@DXXgh*^t@)80z}`_9gRoE1jjlL>4p`*-7R&|g9?>|`
z5Jt4C9=UM#n$_<Qn7K@E^Ruc|84<xZ!<c&WIKpEKX>)<@f%4`CeMIGyG@5e}rHA8n
z6?%4><Pz3d?FaC8dn|h<*0ySvRbUqQ=s>fpxu;S^@dIK61aLQxGF`&)2y02q(mzQp
zWM9R3_KC9Tn-aPo@u!4Mp_5tFV(Xnri+7-QT$=Tv{485AySxT!Elx!-rx2cnpwN{U
z@&kD_V?6e6sat1dR-8&{PgcXhhiA|-<<&BUp?+W<#X8od?MB60t(H}H3@2a9_0q6Y
zn_y#eb3&UDj!~d2FjNWZH_j5iszc_WAIaNMOjkq#X4^4{9|F(wJtsEP1Ofo^v~bjJ
zZuE27`<(OjgrYsTagev}zrT?c5CLqA*#4YY_+`{(Db{dd#qaqla-DB7$Ktfhaf5~k
zZ8;hs%LC%EeIpFzh+xj5NQj9q(vSo^B$Bn-J9(~T;(WQc@!I-aUzvWf1;0Iq=rVqC
z!1-)|4v>uxnE_NNun6E^f}z3_*i&y%xH2JW8v+(kJQ4FZa0BuuAcPc*@%?OkGMpPm
zp-br4Z%Y;fqNmhyz|AuQP&}ISPEPGB!~R&(nk{uWEQki#8|392`{B3!ISCL5BZQ{l
zbj7pyM<%CZid2%I|1GFSkZ%Q#R3g4Lq*@aPvF&A>wcpSWowq5PaLt7+XhrRIjA=Xa
z;1YnM)%hZ10AvJM>1)}bo#_CX-B<%o^3vdO4;6Oi@D`Ze4z~3UyKN$-Xx;VGqbO}`
z83xiZw0)5biDhsU@YF$;U)p|pqR%>UMBmooh9LtD$t}oPIf4szAHWYx2}K&K%-E{g
z#=*EAkXgOTYT4wdYs<@Ax$j&$8O+O1<Ij%nPM7~~))R-Ph$WJNRK$Hk9kM_`KTTj+
za1aKPQTME5hEg?jE<m(>Zf=GnDse4-wt|5QtW32mK=eGl9(CN*gdRN_RAFRD<-0yy
zd2ABd!DIjtkr&Scx`8M}B^Hk01;#Jy`JCF{ZiH~PZ4bd>>1IXpyP2Dtw>5Y9e8}bW
z-x_v40j{x4Kb;mQ=sw;e%02tse92gWqq8;iqY#awbf=@EL(0(;+E{>a07dSK1|;X`
ztAaibFerbzXl28NijK~Azoxgkx>|SG67Jyl@82a06dqJI=x&{8gSwI8m?|88XJmuo
zZWDy=KWe=C?kKN$w>hR06<C*}l}{|&#$m!RNJgOj>8nC&1#SHNBS|}AZI^1*^`Y?>
z>$BD44%P`vk1onmwGFtbT>6Nfv}rHcsM0%i!VV?&zR7=qmx{<gvmY2yNFveT^n-#G
z5Pnz)!Iyxdkieq*tmem$yLIcwAk8E`{^GSVs4#&D-Mbp?*wbT23r;EQbKq9&U_gcq
z-t(tyksN#vQaW)5ZnrY%>1DrKp5)Q^dd>6gON&(b%U}#o2g`Q<+p{Gbm|(P_Iz?GV
zxpwSEL;C3j_F;w&BOa)F1Jx5+i~_PIam=Y`Y$O6ho%a+Pb6b#!xo~==>h5@mO+D5x
zdB*NBB5?6VK=6rMkJT#EVVS>sw@i^Wpsfp)>T(iTU}zdyOg^W*qZ))mP&EgS0Lo|0
z&VzMCTdJ@>84#;56BBElB{8ROc+y9*yPRsZ-B3NS*gJgvHxp-+kQw`no)4vXC?Ufp
z+`ab*KR>fSi3{#S+;L7@?6vk>G{*kivheC#<qPCXbPEMAGR$BB?+7l?<hP2nwj9;C
z-CTPG)GKebU~5<Jo!f{$q24{Jf_H@OT-~Qcew$l_$w9to6=Y^o{e*STLug|Md0n7C
zyuuL-ld)qL8PG1&sD*?mC>@$)U_*LtfFwuoddCgsw0rX>kMl#gK^}Z7Tpv_maYf$k
zg}y5;lVwv`49=Fc^>YbDzV=#fH0FiVR7QlCPo05LwXf*y&VW;b8_2@T!LLypyEg>s
z#$fQlk)$esnHXKB-M;I&8ubk-Z$dnXZ{a!w5s#1AWpMV2U$`(i`rNiIjj%+E3y2S>
zXoTxVCa~2!QKbMI2PYF+yZcDMm||PH`IeYO%-R;9FxW+4&w&)_GJ)ZBW7p)MZ|~c?
zFVEFLk}(8E`@>wG^$7%V34f>zj(tB<^5f#RVT&^H;A&h8dZ4`DYrsPI<oi35!5)b4
z)xO9ehnSX2)GS_34X(M7b&$*qHWu9Zy^h~S{E#LI{ORJ<>gnV7iLMF~&Xk$O4vjIM
z80(0zTqrXG{|JErOn#<?9w%^gjH4l4SUkO<8}z&T_jQ1s0bEWy^$!pP^PVL{L;0|j
zFr6QJ0}yIZi>`%&g4#srA`C{6T?sxC+8e->o`Gky7Q2%tm#c@W|BT%`*W<cz(PjSU
zD}7|tW}C^?NYsb@eLtNNMo8~KR3!trgz;ODM10$#E5wRvtO^JtJGKUU(?6jin;py+
zbRGdG;Z<bdd^zL%f?yDX8&^X%fw7|E-1NHUv<r572uR?4zylG!WaP7GW=Iu=AK=R%
zrU9iq7eZ|4+Yeb1mi$C8pR-{C+zc>P@V^i>ARz-k2|Pt4s9tfpHoP!4WG@z&mX#wn
z?bXF&Rx<To{^JAQh1w<zn6-T})B|i0yzuIM<DZnvMjG-YNno!RL7zI9b5wm55U${E
z^G+;#1Gr^qs0_yW5(ou_82)3*`6N*6T}(HS;cR~q`f2UEGRPIY02|>n$y`h^5Q4AW
zffWL2;nnSgL{3FT#Gw=TflY!I6@QE9*0zx7^TR}q`d*<u+PpY;r_SPZ7q5nMtx*dK
zICUO^!_z5XW0nL0u+7p}5)e>d-G&Vc`6YTJgKtl4*%X@)S9=&oLyu`U<2#&Mv%6;V
z+h%(^yW9@Awi@X>Yg+T|MX^H{D2<N)z)Iu*nQ@o#2;5z&!W+oxGgvJ`hObr6uQ8k=
zr~vHwMy<yVP#0)=P?ZcrUXSRK5$^sjqkNclPBzU-pk!}Aerz3m>c%J1Ow(vE<-EGc
zh)8%Ho%p?CW#ms(J?ol3^(cmy0_0oh9s&zTi%uWszx3OT)NSZoDYoZMV%s&6_|h%=
zi&%$aFbrtL2@yUt238mBuF#f*>)SOR4Z4%~psP9G8<>Ny{9w;98#``RO%Pl_KE>pG
zksduX8-&tEh;un3ykJzcQu=!RE$&`*BV8um`{(C(Cdt-!ojE<z*aw+_7O`dAr+JWT
zlw4ye(0xn@G+)}tC-Ea6uUzNsKZP`VCx-l1T?YrM=+C)9Z()2I^KMD`0rdin+8||>
z;05LE?r}BGFXwl|WgzGbgz@OLqBy4#=^*)=w$eYrmUah8Wyzdc-Y9B5_M9>eHzSJ(
zv=ul{Al2=oC4Y0>{Xt(){1(qb2<-1wD(}Cj1ngq?JzB9|B~M0N&DFM*&hVKtWs3_W
zB`YC;Y|c8cUCC<?wrew{S&RD=F6!v$njC$lFE0aNeNVFi09R1H4eKpS9SGSr4?*rJ
zpeDkrNx@rl*|Oh_{(R+y0#1T@kBFby07xa?wR16ra{(iRS<p+12hvQF=XNiCJ&!Hw
zS=w-cPl39BIJr~HkZ1&IF^Ee*Y6ca78-<_07~{gJ3NbOoUgf=b;VnPuBV|k9%nD{+
ztSp!YaD4=ATCIt(Zl*yjcYk->KABC6U%p(pmBsNGYky@OwWjsrK7$UJ1yJ)|N*V&Q
z9CZ(xDjtnZgz=q_QXp<hR0Y$$5>9q|D5VtZ)sdVYtJS@Rgvy}1Hfu?T0B|Nz0aoCw
zXBO0)_(;$$yMb^yIQStYRb)`}rP+XPGj{jnB+ipMjidS7m~Kgo+KD))mDKgblih!l
zEMryIwN3YpZ-VGsrW5o9o8R3cJkxIwqrK4=Ji0#&*a~t?4gu(cjbOb|aWUt7$`L3k
z1FMg}eGZHq^wX<?`Z6Rb2*}NSbz=X#AAxD^AX9+pOG|t1U6-qN-y50&1G<E52KWSy
z7P8r(`7y*d@B@wn*c<kH=}2#rqg!iuKeJyyx%v_i{};_-ibaQ##KevAxHzFvJ&hCg
zBBI0l;+&H|1NFY~GP<DYDnlI+^X7Yt_K!akn{M}O2b%9A<BY){fp>sHl^8jOcR!)Z
z6`mvzO@RFFGG-eon+wy`K@%z*M4viEV9RcbxdX|Y{<t2~bkB>On4~56X($-zHL%wC
zaPFWr399EL^oJtCLjx8xC9a;P${h{Tg==3fvL31^EM4v)j)Qh3{4{sqeGSue{at%l
zO&kZ8HJa<6@IvB`26uqFQwuyaX(5cG?&VmbZ7k)yROX;YAtr$rrU*9Fy&=k}rG$1D
zkavgFRE6t9WDQph`wu6hqC1-%%6pEtAf6bYfI@i76r~8A!xdy2W}cZnJHJi!)BMDO
z@oT@|SF3|SI3jiFG++~}OzXnekWLTjWv8iNbo#Ze{Fw99#TRYz)rJ=AGtKqn%d)2R
z)TM*5ku|)@!2p)vyv2^b#QW=+RZ`zjYM0JDGn%b0wX?!Oj%2}1$bDM0ajF6kaK~T@
zcVzi_5<j6`Hzy~jN{_QR5MUD+K&?x3Q;ip9l|;LPM>08MOHr}wc(KPxNUH9F!dH-!
zJe1Z4fH!EFg0KSMD%8%&@uQC+I0Dn1Q4Ng+z^B7M0=+z~rS*D00Ri%#9CW4Ji!v#f
ze*f~6(nUxSrQZke<oU2KKek|zy#%u-O42bq6l9cdvzBX!s`PWWAbTneA|U}dR482Y
zQ2HSVc&x|~8Wp7L*_lI|2-qM<bL3QoG}8r;f`Ehu5gG?cB2QH?sca*elWiVsR&B`s
zzBXVuoM&@XLm5&H#2y0;3=l<PY=<%p^0*+!J(s&T18SSwng({A`37TIGBxT}9{sLY
z+SEJ(bbZU!gKM>4xnk_H(=>&a$8PhcHDMW!kVG6EHH&!m-47^7@$>;+>Od$7fM?%k
z1<e(}8^dtxQzU+1I3YNLoDPspe*uN&=U1bf`y7tkei>T)ekL;T!L}KxBI|Z2v*^i$
z@pCwkQs_V8Cvg!x8xAzs)8-k}B(z_}?hdw*em1UhGXHv{OLu5`KS^Dr`ZU4^06)m8
zVZD8-Y%eyzs@}+yz3S3dBS|z?(P}Hu5Y2!Rl=d#3gU|%(mrn)WsaYHBD*@pGtN_5D
zODuLmuEl{*z=US0+}jp_O#O=7fvmZnqk=*X#m7s0ByMUbD=J!L01}1?h}DGll;fN_
z%TA@1zba>$Od?MPHz9{*4iBTP`PV*4KBFQW#oB9nqr`H^wAb4L{05t#Y6Hi^RF1wz
z3MFu2=BveGTwhNUoQ!KwS<%*{4w<Yl4;)Gs5SBh0A_gcZzskb{@{&+9Iq2u?6ySCt
zH^9FpA@Z%daioK-6iM*h4|L(8!0(@m4|t#Pzxil-eN1#TvVh+3HJ(*dE5Wwe6fabW
z@IYGu2p=`8ft5rbm%2s6In?3GX<1IBCIZXWAZ<;tnS#(>5FL0-q~q<*Pzo(J)jikC
zen2^5L25xcrl?=ClyiDJSe8$><L)|+R10)l-H-Joq}I&9f`FXe*!Wt-5?azi{l$yQ
zCv^f4*TMDU<OtebzE5i}nvE~!^4#PnZE_krI-Berh||{!{;V^8PELM+%8!L4f|v2}
z@#LiTxTEUjgI;?ZG09HPcfD4kBQh%Y3em6KB7pzxBs-u<6u;5pBe(8J`E7lonI^9}
z^liFr&>i5ngU%6-Hu9c+Ci<K}IW|<H)p?zd2e3VC%F~laG9*pFy#ulBoq>al3j_=B
zq6>UQ^4c%Uty}LLbW3>ipI^bX<GY;f<xqEA`a^g(Y+hh_b*O6nVIKKHZxD_7`g`p^
zf2i@tTM$)ib7_226H&F~4~_|gT&{6^`&FHOk|T7-Z^rf8<zcO-yPMdg&j7Ol`fRQm
zd7ZDsMHsV$<DoCK-X5%7F()>JH=tFPukUVYLPKA?s<19RTjFC<N@7o2cM~+p8`@P9
z`Fn(Ub2N`sN(Zsq<I7e*7jNxL{VA9K+2_+7UOq*Rii$u)kc~i}TPH?e`<(`|^^KEJ
zx3ImMjmC*OE}OI0yi1|prIg6tYyb#rWGXWZJT%L%l`X*(3oSI-uHc9bIY(a_|5;w(
zZ?m7no-2%b1nFDw3bKZTGf?t%RjFImoFF$PK8-8T>jy=>!;msv75Fk7m0e(PV`Evy
zV(iUsWtyxq4)We71I`l$i6Yu76dMCrBY;QjuSe>ZXT?=AmUOln&Wm6|me=3F-YCir
zGYPKYen*wxt|=GY2%klMPtf^xtF<_-*B|ADzAW<xc|nSlpdGZ??->Vb1CU)NCPj^q
zb0<BH%TY%I<+2lQV^#AiwX7RTsXAr<S=vi#217-Tz<7`BUH_(w=EQl{q_l{h-=*+t
z?;htT0q_PTGuK2#gP^7JujLJ3w-Z>9yzftskgNwVS%6xu(sWr>7n(-Qyrqf0KXZyx
z%oEKCki3t?-HaW9w5LxuK{o&ZrVu7V8$*;m<${I$gi;<J&WN-1k#d`*tC=Ete?01-
zbWAOS*)2C%!zek;#5DYCCM5N6IFzlGY&#6Dtn;%HFF&BK(%JZtE+;{1Uk{&4d@RTa
z><heRuT|$P)N>66XY}o|)1D{UTIdifFTt>@K_dA_upn8j>bJq~YxbZK=-VG+xH-HL
zpt;`bzD*(0$DIGtw1ui>jxRRXni7cXS+eH~`(XU^O0T<^P)9yIzRv-6E|{z#hlZN-
zI5`H#pw<hiyAi0IgS8%+r!4QMtf74^R`f)Kt~a`dG&V}`*CuIqe?ibdrkGhxrW7o>
z{K1mXW+}UGT--L0FGKOZzU{I;JkTtjsO4w;oIVO7F#=mVO>OH4tfvAsv-x(h)I#TQ
zRrUvqYo|4<HRlUX)iHaClv4n5y)YWW``4t>^}o&dBLW2APYGJm(yJm|gHT-q2_`_{
znRb6cYBP>_R%H7W<DB}dl%xOfzCB9sLZypKx;qivVu(l$Qsn<Ax7#9r#-~1SX}(x!
zZ9cQVk8ZJ3ARZh}JCwjejYc?c=a9DWXeHl>8*Zj3)6l!+IDVQc`w_>Ba<mw;m-hhg
z8S($yw<&&fLvMk=tK#M+{-XK~&;Po6U%w22gM!OSaC7aR>oZDGn~`Ofp5kDCeyVIn
z^nJ?AI(&C~G8Z*>I!dq}V*mKcOSAD)$uc{fH+#b&QE<zdA(;`EFQ%MMIWDA@R;<t8
zV#k_v*4OUtRMBiG&+wZ6xK;aIhp2RTmTDpePXqVQX^Panfyxu~g`}%ErE^Zds+BL%
zLh3NlMP=i$;bdm3`Nw2PjCap;accHE`c$SUZy=_Hy4p9sf>05(Ql5g|%D?cilcCF3
z-~k+!&{^j8qn!)Xqz;zLlPh4kojQq5w%n)4Vt9Nrv;TIkab<cv!4~hcyT>eb1-%_A
zI_5*bV&D-XDO>PLpu09#NoWt{H*;<gUoVt@9@WR_I`kE(l*=N57w@K!%U=UCO)$Ae
zG~CWLB;>#go4zd`1YpFi-|l1(RlM0Mq{1i1>@~b!B6+(3bWh~OoqiY$30=>w_s(DU
zMt>#s#69@|K5Tm7pEZW{{MIcAPx<QITnN0{mJV=b=PgQFzRvkG-T^_hAJkyoj2!>-
z7Fqebmwr9QO?BtJivyy?e9VpZ@=NeH|1q{JZ<NCp!8hT4*zFp{S&w<=_m;qEQ~4NN
z(8{sH`*t2+Iv-#ENbJ4CVsk?<X1oh7Ek*gjV6XJ5GzN>6IoukFc5nxo^FtYPdvZFY
zK|ka=*bQp9^Nux(DsipK+eKL(`1FolKiS-n00V}Jf^|k-O5zoXV?kmr=XfNwvV2TK
zj=Ajma=#^XRGxeRE0;5N@NF4yKv7+94>Vj69T~FsEHA+-Xt?QS_b3DIOAtMv1ae+z
zIhs%--0g!fy4n(wg+)`j+Vgy<`5{DHHM(#YTC18ii|wy`+d~ZHfWcz&h|7_06Sdi~
ze4~ns$|#|uC}G~xFH=CjCsck16^*?q`5+fy|AJHGvnTM7R7%VF$L|`f%RrhP>*$H|
zw_6O;p1cFsyaN>hfB&+DZb&p>z&)Fs)VztVy(KQ|hQEFJHor!pF;zPuhb405l@<T~
z*hu_Y%$0HM$m{Vb7$84)8#ka-UC4^xTUPGw*jfusO={w4JVY6gx^iFuj;6F<%@R?s
z94@3zBPPomzc8wJje13I`~i+mIpkBq@*3eB><MHat9|<AMhQOU;N|E0Zwn%;(Z*Wy
z??RAEHwrsgP~?wuWDcI^-;X(XB*^<R9vwVL<b6tq7l*tr{p`P;guE?5(f@zH?*EI$
zOx@x1K%Ncqnl^%N_OZ@bfkD@`AqSY-umIF7h;dc(YvY}d<!dIJ-dhdX^`N(xTl~_l
zHz&%4jPuKt2mE#2@DK&5p^pohL&y7J@8meQO^-U}GbdbTU~EGm-!K%<Dt#1GBmS@5
zk#V)o3a0nwqZ8?OjOx}}gqQDWSpQ^#+B{%1)|)KcyyABMB!4wir?HvK?HS7~#_IBM
z;U1VcWU<DEcd+*3K|)v@BsYP}Z84x=WAZ)3GLy8XRCw63E%TC<3=2uf)WFej-&rZZ
zWELys7*OB)uT81cDz-Z=Hr8aZyVqB|ypU2~yf+>fC4HUo;)#pTUP(M9I~FQQp>OQ9
zkV2q#s*kl_N$uvt&TdhUgqJB|B^t4W1vhgg+5L4-d$CI#yY=RX&+SX<1Uh7A!ryp{
z=lyKl*tyBgWZ>6$kHoROWOC`(;F@dm+Ocu^xIvc|3nu9dwcPeRvw_YM$7R+YeM3Xc
z<a-MxHMM9)<B9q(YC+qS%d$QvPAwe4*?(z;#KdG6G)4bJTe9%;t4IaWJcLEa?V%TT
zcmTO3?-+9}MzpS6xf07t&aAUyhx_+k;;xIe=PiDqE$@biZZA|*`xJ+C!ocf5S|KI)
z`bRoC@$DTQ4UK&zj^9N0wr%D>-EFUND-WRHcvKfeOHNI#hNYJ7&ozyRb(+0mhaFU{
ztgJNY&q?(qrO&Jhpk(9XLbVt5=UbpWJaF!R;LmDz1O!P)K=43Z+@ov@E3~$8l9F?J
zxkapJD$YGKA>oqrqdRwe4H_fkgJ^|VuU>s%)}Pas7%ZAb@3tP_?%c`ud-V9<D=(>-
zuugrLc&EOpNzu~stF^T?j9@g`5nUU!3D(uq<JGGrDqSB7pcZ=mMRe;o_u4wT+K-%;
zc5ZjG%I73CpZN#)BeoI)c&pMEmH3-pcws_xw6qzCQo*zFest~l^ezw3c5w6L<m61!
z{a<ywU}_knw6QT#sFJ~Wg`4}aDHJiI+;=d9C~osX{+*q9cV%&LaUYx6lUlj>e=pLZ
z623L;{d+d)=&L#}q^gGEoM%2o45H1Aj8gjZ%+m3QsSD}?{QW!2-QAg(n509hs;hbR
z>(AQFv`az{f=xI}xuAz?7Fgc&!YA$CT*0srIhr;MSd?eLdTE8&Zq4PJ{`&EDX>Co}
z#ic}abDE)0gVS~C=jHnP`t~%%^ru-W!fNuGQWYl;E@-&ad8jUb&^n-Qer+Z>j+K{J
z5hjJI<ruwH%QaCnX#U;zZ3vBBUmRaS`_b2rjEsng>Qo&w8_2s4eLW+p(XC%~s%<A5
z&mG6dcm9G!t^yYqSLW{B2Pm!5!72B(;*psyW$i95_YK*(fqZ!gPTSzPr&*2HI)0(x
zzHs>XM&Vzr>9zYW#S8oD7-0ts6}7$@w#3f%ptKA1Qd3iByEEQ*XQ*EmE6=_*y0JX9
z(k{y-9U^Eqn^eBHGe3c4g_g7Vq8q=+hU`aNSy@<GUmQRA2keld>Ok1~l-Qms>mWzl
z7gcU1Mn;zF*B_Di-FkOfzB}@o-qYOf5#_+shv(*jipsQTW}1kX4wVxuTzbi5XX;}%
zA_t}!_+$>g!LTHY@||wi?TGU2PwmlnUQ@+0-;bVdjN*>wvxt>CIy^mX1ZGc@JP6|d
z>B6bl4%p48FJIV^yN?mHTT&6R)7%Nn`*+~D2v450p*Pgmcbtgj8*#Dm(K~VC1a=%+
z!YMh?rgx>`(>aKT*iN@zoS2&Gk@K8bucqI9pszgyJH0SC-(m!trPk=-0ZqD)*TM@~
z=h5ATYSOUgT(ykrM2S`M-wc}4O0;1jS*lx+SiWfwr}U!-4<6(?%|6F;H@Uh@Hb${d
zX=g%XS0#aD{f2PtxUBQ}9;ss`e?QQJ60wBXaa8&4rhjHwOpNBlhlPa&nYxx3q07=H
zg9TQ(SjU+a;X*GyNW-ZYAg1QAq<1#uv(=P5++jBr6hgt=GfKa|Vb<RF&5#QtXxRMW
z;lqb*<UNnGP4kOzjm^z7w+gajD#NS_H58i#+;?5VY-mXQw$|If=8M8Kn!guQQlXnQ
z-QvFcZ3|OqGo{sS2j}>kTI$s2_vRsta3tc@gsh=BW2g=?NlL#sL#;pDQ<B|neYp?(
zXwl3TE|qr#4*!-N<@oEZ)L^l;VN>*{&dyHi3^C``XQ^-2Wi&Q*b2HTQl?0)nokK0>
zZhOse86<#zvDDHZ8y`>qg7G31O|foXnrIlR6LI>JV!hk-`f&L}T3a8KE;kEdQ5J<0
z6trNH)l6ZflC`(TDC-*<(!<p7Na=oyx^2!Rvzf&$tn_HJiHK;1@aWfvULU6jkPP`V
z@4i=DWy()O(iAIFTwnC)@ndpIN@esq-0&Yb{IW&sFZhpW{ap_nEp9l8h-q%G2|tb)
z#t#BEtS(k+R#sVv4TFt{*k{+RRYf3VQ3XL?zh2#$k#`Saoa@cH6)dtE`9aPw$`RTy
zQwvxpB?au5UzU&6Fpz`(zD%0W#=jbOe7-&|m;9KF`Ce=4<K#5O0g<)AM0)q_ti}x(
z2V3*~d%-Pi`St`?cHgtEqRB4*!*#e6P?HcWwyOe-)-8snKFh~tE-YBC%y!Aji|ynL
zyDZ-?-Ck-aS{rsIKXWDlEFznbkUGPi*R8dI=Xt@_tEEm%L}))>`wD@DJ=o|BI2ilZ
z6)_xd8Klyrg6XgkMXnnY5rijBT(OC%qjPR_r6D6rJjZP?J+il(|9pNp1HMZ^v&gn>
ztR`Rue44_>i@epj0q{Wbe8UcjwXe@5GRcM;^=0cvU)T4K<~9BN{rhd{_6pCVygF6h
zY8#@FQ8g)P&=v6SD|meqgIXCF*;Rtgn`*0d_wGvyc9oCU^lE?TW*Jrc5*N+o4e;2_
zDl|oLCwC4yV+*CSva)77Q{Tb0XzCLe78VxGmu>xN;u}%mzYGpp+igQXHIGDW4WcH~
z-R%wXpmJCgr^zV8v!_m7@T-o8UB|-Ad?zF{Jp41beVLH5omKU@!NSLIW41m$$nxbr
z{duNuZk06_J9}u+*WYx^bVBTv>#|{8Q&TeoH)IW&J3&E8_wK#M7SD?k(+L-JHuqFj
zNtpFzOCnw!4yKGI>N76Nc5%W;$R6A2NAH$mhv~k;!Eqn_H}%yg9(Mw%KY_`)!oreL
zk9jsyrnx-T(o<xIv7PO_B6;V|EPQbHc(7RJdGmssA-3xaI^cFBB_&hAkA}$Lmp~go
z<Wop!1(T2s;~yB<)s`sLl^}VN_}ul|@0jnm!@6i>Or?<?p3rp#M_jHnKe~UG2<OS8
z1Eci+=2r^f@U<!b9rlmAtel)m5Jxbk!k*3^m=n$XA$<5n6-h>I{~j_9^P$=L-(UZ(
zNd*R6L}D15vXj}+e@?iEvcA5)@#dcyaP$kkMMK5*Y!@zkY?oid4zX#(LEs5?9^-r7
z{K1naAD#Y8#~(jQ0WoD~ih=y{@<FJHGfP^1mB*}~Cm1E<u<#^I=Nb5f!YMxU!IVlb
z{Dv7@nUEt#j)X==ro1A%Yyts6f0=9Xk)ub`wM+01y*2Z<t?vS^yYqT7qOplb{2pge
z<IlJY=C+DxCjK(~wq8_n9sCHg?ci`X#Rw^nxbKxp^+>lv)Wak_U%D21Cx}KBO9Mg0
zqLGY@KOPAUi@UpfhDw%%{jg*5vm5Ur;^Vdcbr(4*$Tm%o3`o-qxcr~*fB5_QpZXr>
z74+n-PtEh9R&wd?jjhG!ALou%#+nQ<_DYe5b8&LY-SQ<`>=)dRj2Vq9JaA3glcaNd
z0?%>Z3CVF<F#*5%!&MZ*l5}O1((T*cNZ?kw(yeaNnbM};rS$%Av%Yh1s|i-iUNQ0+
z$Cr!giCoKPSzX*Uq3f>*2vf|Ij}!F|4z_nM1-noR_JL0QvNW9MP}^&f8JRHkjpfP}
zX$V1B$+6)CCr>_p_UsGX9_AjG)`3f@IF|QWUx^wU&L5_p5>Y;!UO3L`<{6pq<L74z
zSB*uH(u-<jd|b8eIp-T68hTcm@>buhTB%bm<IGz5o~w@yr@d5GvWlzbzXRow#<8p1
zh0bLBc`0KsEb~jrlJ*59`d`0(L0_v>y}F?OVtW*w%fd}wvwj7TJg9{ozJ{}_CX9`Z
zUB^HtS$65!;nL!zr6nFHFj<)&(T1?It2O@C%3>XTPgG1X)8V?1^;$8eJCPCp)TioS
zc^qVTGOZeJjY-o*M=gR=Gsj_3H%81|3yiRTKtKodx<X-4<yy(|ah$oF5b(CwC=r9x
z?<SKMj&FL;#|CyUT`8meD5>zr=X3otzka^ca{ugq2(6ec%f1>2N!gsN$3Dp5BB2*$
zm(EsUS1WPIA|xaXjf>+-?ns5zPJ!@M(02L_MCr;Vm*?R~FiAtqsRZ*_!ajWXGB&0Q
z+2gbV*0=2kt^9)MMA9JW3oky}OZlI>dP#WlOWXF3uSLrtycU?gZ^_^YKEt{hZ?7+c
z9SdQE2oW*45HtF}e%<ML6o1gw{!@VGS4K^nCf<HPX+^d(FzJCA{tf`#4BWL6SbM~!
z@S1k7|LSuKI&j)oJtIl(r;G3jvxsY=%zjmx%;v!mf;4567JM?h{h)ciDKs$-NkWxv
z*1MKT22g|~8OA!+(h_Rd8+@CAu*@dPuI%<f)E8Odjca!H?5J`^Vet2yu(+l%w0~m;
zTzSau08ABzu$@ub1ab&`Fz}%a(t=iF-uUV1qW{^4(LTK^-M!{Z-<0SEhuaE$nEzPJ
zeM+09tG=3J&_tb~`t6Qf^0z8S0G;m`0Ug!2Vpj(&A{ZgyDXy|(;?l*yHZcozt~p%G
zck6L-O}W2F^HXjuzqzjGxqCxIVBM+I)t$62jldIS0O1!`$-)a?qH_scW$Oup0ucG2
zN>`&9X8@Pl#L+`A$2b$Fto88b&6`nn03To>(in}uzdW6*xv8Hz9Bck>&)Z4NcL(Nf
z{>0rxs|1AvPo-3#6&h-9&W>chlAu1dCfyGBy|dWfVrR3bJbcK!2QGAC%6`$==6CNk
z5y0I2<?iLaB(!OeXjs(4YtnhQMRe<n7DNjWa2d_Ce*#w?&Zz(N>9i+4T`S^6^DVSj
zFg-1oTUKqhUmg8>70i0MDxIZ@40aZZ?%GL8QCg)=Gv8W7J9@M9cwN>lRUv`=&K*`Z
zHd#kU#}LjuJr)bUdEn|pVPC?1$@FO2$4E#>0D=yUiQ$mm$6lG5YyqFle}{aQ{P!Im
z>CGt*6GLNTGgZGCq{>Ec*8li{82s8G+H}bFHUX9a_Nab$-?JM?s0MH{3|oZZgiQ|^
zdIla>4@A+qkQ>AMthW_kUO_ZKhsqZf@NXG$I%$LsqV<ZT!^il)zy4jH|L1jZ7y<~8
zV?7~*$|zPlbW#gx06*`?iE4tGpi}JuZsGW`V+xoKK<?J4ML@O2>kDYWp^pKnG0S~O
z$;ru~?!pis##<$|SBU^qH6>zbNThPb;NUg7(z&hcARDsApS-@MrRV3n%ehY~kK~#S
zD8;$1ss@^_F^XybL!~$$eY1n^7K?_-F-q5LJX*JV<QM;_xH6<>3^QAA$xnmW$TMVQ
zykO&9_jcCkG}j;)gm6JYa4I8z7+`*BQn2V|O6SJfh`Tn>LkhOGIlu%YLp0woVQt)%
zrnuRKa{C0Kc#3+ydC~4BCS5Tg`S9)ybPAI0TihKfWfgFzc(S`?@hDwAX=|6+=g!9G
zGQ#gQHO4>QT+~vhq@Ylmae%I}TCOXKf%IZpiFX36<G9$_fkP1a%lN3}n{!BKt7TB%
zcos>)sgZJmjM-@E*H8Fo%|Oi3F*TllTi4+9TEd?>S^esvGg5m@J3E|L#2Sk26yp!v
zGw=n!+UyXpTLc{A+0&=veNIw_QxD`AzXJ!tV>v2rU*Md&HD9g`HCmV+l(L*$GkMRW
z^M{9ko4@R_%zAm+RE!8?#`~EKCzA`p!Wu{Mh%DVVSLZPB*)WI5J}fje2_QWZgMX^+
z{-VktO)cVNTWC7>yck^4Woa21nW8Z@lcTs?f3N!q-oP+wSU4bwKK$<SDPgssbDxrv
zP3uFiAnce>N~waibv7g7waK*-?dOL>l5%o*TF$E8I@l*3=V(%gPu4!2);;MrE`+>a
zWPQ{tBnhx<xKM0#H0wTL;M4Q+_3KbZTHxWr(~E`w^X9WpF=MNPCTV)E4z6a)lTB*n
zZl$q~ljnGi+mi+bHa0dwk~};-2vK_Z1K`&$s%wfLI-8r-6h#Fh`Oy;5&R@=cyGC@2
zRBZd}7o~I{gvAv3xqvndQP9xPKz~38#gOuH_c;p3sQ;{{k+b^Bq$+!e$nB!f$%dF~
zZ|BSRw47Iew*eY=1`C{0<p|LM7+rnElC2G3gF=#0V0IhF()IsrGE2<UpQy2JTyx)x
zLz|Jm4A)%lGhefryeHibLB+$F5@1+lLLNPO#QNb~WF*VJ@8eLk*Z;4J=#-&eRq9$+
zBYlIn-L||E`5n#_fd6F3_qPKa*<R>{M;yXfQ(GG@gtZmSwHm)8y+`cj8hGfy1I)|A
zYh77=!aL|HOx`((u@9Bs%U0A&wh+kzEGP{T=ex8I=gG*RC+%l)HYFBr?r)9juoDy&
z6p|qHU<F;J+q9I%t&H>EJ{BjorLxYVx9G>4xt;Kf<xLgpUH=HDkLEaLcJ>3r$5J7-
zu+5YO_*hu(0?*X``W!cp?stL=tx`3BjUh=#@kxySOt*z30bS>uIZA!V<TTc{aB8|w
z)sV7=zI&JW>(^81v}}=EuK=7G15*L$P*FuC68L#-xW>oD&mqn!-B}$#V!=9-%qxfI
ztbo-FkZ602Wsf;(Sau4c^|I|HSq|+o4PY<<nIPVg*KON@>GEYvn-u-Z)1SNs*NCbY
z>`wo?L62xX{C}GtC-UsUIr#t0uc2|Me>8AKn9VuPIk95xt!C_FOYyHoymOxoZZ^4S
zQs9s>{NvxQ7LHE^WBR-ebH{&?tO=yor1=#IC;c2^ZfKD?c1$CK-B*XIjPsxR5Ha;)
z`~`MrRx5_zJz;Qhk?(a+=kViF4RRcd_<u|8@yd05+>hM1IQ#Bi?-uDNgJh?C796cx
z|4#K2-94E-<r**Fr$1U(U(XG*5u|(;u$eRht)q;y`p?0^xyQ~e_DyLLXE-!0?9)s~
zGTX(A@%4p3d~Cw>MPA$K2R=SNsXEoZvm@o@h|Nw&NU-kt15g53>aI<mXT4t=H($Is
zQo6UhH9L@xdg0||2lA20*!NcuhwYJzIh!5cf7U8`&Qzadlmqx_h+4a%!9=Jc%skY1
zb^y1o@ZbT$+W>&T09D=%9B}fVKYy+tI?c|0;OuAnO;KHN5_9w$C{)=g5DQ!R;`nTD
zR^nt!oHpBtU%$lR0<7hg=eIAybLgCpcGF738xB#7{Pbxn!enxdo7b*Gp-KJ&ioRug
z8k5cX%aT7dBqZUJY($#--mco$CpW`PiK<(H{K<9SbA#|u9#AkM-+-H6>5vzjX%?DS
z0B2`jx}qdN6ZFWmd}H!_jHqi-dkdUmMrnH2KX08iftN+ldt>9h`%%{s0YcDyw*&z7
zjc2_df$9|5T^|R$i5jwKCI3q0tFvB2@b_S8l=baJXSA%kD^0q1aELEkyho`gny=hc
zTnKG>EZTz^&{o#6(u&IR<iIz1UfxIe&2Qslwm%Zo15UnT;|As~n%hvW&@|6{C{5kG
zP_ikSw<Alh4w$hACWAA!X*N^MNSM64(c*3b5qMYTW#CcU+S;hO4PH}lY5f-68w=nv
z0p?;~?%DYD?m7mc1UWT}QlLOoMq2u9jc)3yhzRr!{(HsDeB<HgoIZ`P&7Nw%xvS*v
zbKKkbLHf<jF)SB>J?c9B?s~k|;F4}3Kv^^XyqlyMt|?Vk+OXe(ffXK#lYYmnSU3qX
zOc*1gYTYYflZO7Y?wcKPjGBX4>YAJpvi3uE5kQ0ISfZ;Q=`jffTsK;LbdU=GAyc1q
z&vTH=pqf|7#3YS`PFQ8m*(v0|4rtbogvuVG?m#!bdi{d4)YNIrr|-l0G*LBqo;KXS
z5ze0d<3Wx46)`3@$>rzG9mr`@(VRf^qbC(OYdwCX^xe+$rOGqWuU``ZoX2#lv+XiT
zf=^*gy+=P(58Y>rAs~1pA@Rbw)b`rCh}(7n<CW{zv#VARaR|Yk0KQXU^}5PX$zQ$x
z#&)Bu4>U9Y{i=OgT3cST;$83#UUOlOK&SBxax6O5Pt|iZuSqDzE_bV2%z%(Ik@uYC
zVfIlzX6DaoJ&+~c6ME$_4`^iokc;?oq3Q(GH^v!|QpmOR_I7td6bvCJ>z^>Aaa`tz
zmh{r{IG34rV4mSK)asywVf^!$;fYEU7mMZ(0&pbXAv7)!#7d@3K-05GLkm^&!f}xB
z!uK7>L=ZioZIJ207=Z;z`^@Bg?4QlAQ1tLvo3+ndcosNmNN(Vma%M!(`qxVY3?eoK
z=vwu>XK#nhQPx8Uwd%IxB(mJd4J6Js1v9r{b0{MmdU>w$?QCls8z#-|js60wM5oo?
zGqD)!LKC!cCe8o&o}S*}0)yrAozL7fBch^G#kSF;MSzSDU<>5zzEle!Jxv2T6d_?Y
zfVH)NzIrks!WGk%ewyT(0C`PFOdJNYILgb*fwM{hhO3~*&)d7R|C{ECe<0c;-J=@)
zh7pX6YQ}9*<wVi9u4%k2mjZs@C^k2-e&@%wL=w^P34*gUfNz@^=wJ(o6U0n2h-YJ9
zr>5Bj{@-y>dm)_9HlX8pKutx|UEpj$po<gTUDrdndO{+iP{v%7u37)Mj2jCWn!ji3
z9XC<+PEXCw&W?VTii^f+VYH_l>2$zR?H~FI!_*aT;;m@wQa!bgaw$#<fVD0HS5Hn)
zj{^C^b$hW647YnA>T$ah`qkywl<sX<f78|9ebFM$&!e*D2DnxwfEu(3#4H?hi}?#o
zpIGM@rqHYT<#xw8@2IxdXcmbnTW3DLefd82MqhfaBg_S+zW($j9Nd-SksUdF5}JZ9
zmTN%r05|mb>C+@2ClqD|2M0C4IJ1d~l@BfgSDv9=t`*V=TZy`7?8HIP%4~03VfwAl
zMdgIB**5X`%A@j#&Z{4FqORTY#g<^@TrIcom20p=1qJ+Oy<cxaIMfL;@&$MIy@n!0
zK>|96`F@%;cD5@W5HSK^LWOpRo#%hf*dm&98n=kUMi|NdB6|D``!f<|+jo(waa?)M
z?bCqT(C30gtNwR|QpcN*Xm%`66F(Dp(Br2)k6AKl0)~N6n(VS%Cj?$>F{b$g<X||l
zy+ZRP4AMn#(9>bQJxDok-kgGPau#H$9tct|0`Up)rfFM(B%*sF(hMS$_{xt9{5PBK
z(O?g5FGk2-E~FFW)Z@pGZxmemXdOVw)s0AFAQYLvVVr2r8kl2cWlif|fgFTSAPbi@
zZhZJavnJaG5a((BKzfN13~dAknZd96A_Sxq9BM3J!@*EORyM-)f*h`%QB>kdLHy4`
zPuU6%)#VsfbX|aF(vLRRm(hCJjeH%FqfqK>Pb=o8;l4diPk!!PD%dzXkX-;pbS#e7
zVH673vi@1Dia&@NNKy@K1XFsLh^x43rM%F=5|=!MDy=ivBP&E=i~qiL(z+1lNi#~j
zxw(mE;(6pBMEsGF)o4q4vV|inr2o#g$E&a$!#4yDo|`ZKh2$0AKgcC-MS4)CxF3cq
zuPKPdckUdz_=r5Cg|)Rc9VQ$X&%<|t9?@xWxW}Mnt1~_dMpo76E?P<AlpF;76-gSL
z5%9y<&yBM}esB@en*Ht(t3={E2UOg?ZgTkbh(>q#r*JO^`uo)@U^NcE5>$`_O}Qco
z%&wT27?=@y<)amc+~mC<Gqx}dKsuz!VA+Zn$HnL1>b()+HWIml11;r=M8xXI%D=mO
zb@+GtYlE!DfBr7V2<O7#0-xc4F+B&D^!auG9?qGAE58z!W3;fm{0>=>|Nic$oMtWJ
zdzv5J4r8`+a9f8g@jYJ;O7R2pi1Y5^Xie7>*sE%V)}K%fS49rUNB9puegDxnQmnCn
z#8w7vT4q3Legp*9B?bmSg)D#x<$QG%3U`a=%Q_a&)#MZupHos;AOLs>X(8mzBT!oo
z3I^+rEi`$#(}I!SrvJOCDxMNJpjla3Hv-Qqes#`&{X$|RzeI^xPxowVS{O<;Jw%5p
z`i7ZW?xgu(!9xV~HB5vs`gnU!|C#Af%X=0D15Q7~S$@o>oEh3=z_uoe9CgTIVUph6
z-9<t)M41H11z`&j$RA~gPf8bBjZVpdjG6?Ku6g2vteLA(AqzisvqH~5L(e`ppHriy
z;ZdoJbCHQUxtI1WfD-eIZBHJ5zToi;x4{p^2cwuX4Zznx_|(?^Nwy1kBo39YAM1G`
zFf4++DmW*9AiAA_D-pEEet>-t5)#r08XpqaS(I%U6k<Sraplk`cmSaqd<y72Z{e>X
z@kT#a4TN8+Pf1Cks`=2qT)G`%mE?|O`G_q@HChgHy=8Lx;Nicb@<k6fO;1f-4yYL$
z_aD9A7su7HcsW+V%D|xSX7z*BY%beB@h7g&wvs%SMoc<HzC6!=t03G`m)f^yeb*8C
z@vRhH8^pmGA3t7@rgYD0%QaPYU96!DNs7>NN^R^1i!ZX$2|yoI*c4FE_nCHp5ry_E
za<RgNjr|Y^Nr&JOQGEn5Cv?lWGvy(1`O(-z@N!8mxnsyabf|bmwyiC(K9V=R-f=_7
zezs9)-YGs|7V|#>M*{#5AxRLogbTTi2lB~;G=oz0S-%SScfb@Mfz?j~HCDfS*nMvY
z=qH32f%GPsKtv1<IST`j^#kp250^)y|9t3f@k&FVWWZC6cK5>eLV8!m#ILQ@<ciu3
z4h3+{qq~0~8Ks^VB9~4`tFpyp<O4yo5vSP*wii-|xOnp*6p?1lughfYn|qF+hmg?F
z&|jh!RKCS#w^USA!g#xn9~@0)>zR|?ZgeKFgV0+XU9p(@hR3_^YQ&L>fZV}jlG>a4
z$^u_)1e!%iQjfNK>Amz21oI;qV{9dEa5$KdJSwaW>?7+!4Fn6VVu#X^j4NOr6(KbW
zvL?QOSRcB1?#szTQ}(Of@)d2#itJ((H}8A*B7<e<eX;IfH`lKS<O66H2wjEb1Bv`;
zy`?`1<u@`RKxAp4S7g+#(g;0=Ua&~+1%jFY78os#)gUJa;x~kILAW>MO67nweINW>
z^1r^+BZ97EB_P9><LEQHX~`$KXozc(gf~#B7^Q)wl97{B(h<mDSz2CZk_M1TuGM0m
zFZ(EU1tRcp+eJxp@RUk7Z+gOip8y)iu!U~rcOSAxAC<f9%r?p$YH?)olDBrqJJXeO
zr_{E0$a`0qNtMQ3tNlo!3AwdkjNtR%k%*jMx>U~w0Yn7ka-<e|dU}Q^7!#;3>E_A0
z2SEgy3PJk}kp9$SZY4s;^3*bl(7xwG-@N$<tP(B1r8ww~nR8Ml?1vBY(HWJ$5u?zG
z^f*3U%Ie@92B~^#n%@v**O}z*!&kB0MN+%py$^r>{0V!}HC5mrJEpJb5c4=$PC5jv
z%-|H5ur!bz3J3VMKY+}UW8A?gt?jzfMJ^&`hTi+f6EH(}h(RIpo$c-V5*0$_e7qR*
z2k(9cYi%clh;4avXLS7ucK`E8F%}I=1q1x%0L51cfK&q~<{cws$c0g3`g7Bh0!nS!
zLV#DB8EY6cN%&P`#<b&f$c$Am8nt+Q4i@=ru(xHX%DTQxS~fu;>0Y9e*LsReS*aLo
zgk3c;UkWgr6RW)(58H$DlbCM30@_qM1Z-1-CPW?wbQ^JXD_{(W)T6I+&~qv-J<5a4
zqcE={{92jg?=3}s{}fNgrIMb^P9Z7$=Z(aCk?d62uG(=iY<T)daa;~{)~BszgtJ4%
z?L(yoI{5=#AO#`WbR%wC8Gtt)8OTBU4n#wY(n#uCYF1<<6$mJZA{`YK<^S>}3vU^~
z4=`b=79(ZYYmjLJ-DqwC@!bVBnHS*t^)*|;7$+bx7^NX3*Uk{egy|koF47uBUOg?r
zuFfk_?g143kymf_Y>&J**}w{!>^9mSUzxE{^e$%7a-1NSZU=2AN2eMO5;@j-A&9br
z4`X9sxP>6pU^)?*3}QmUc94u1rIE}XAg~AZAd<H9%ZJPmu3Yos6337v?Y+$&wJcr9
z)VM-eT;txaI{zhZb&qvuiSEk(b%{^TkoZ-*-V4Cfn1dY1q^VeEImrI&Hp?GEq)XVW
z;ExN{xot7s_kkf~%cuW8oV^D))&2iJevBd{N+>HDgph=6St%oBbF5VM$lfC>LXnY`
zksY!*I5w3cNysK09FD!$?|F20-{0T=`d|P5_4~P8_x-s)>UfXW>p33J$LsM}gY{JA
zgw=!smXn)XseZGS_Z9R~hhcfdd&e5ezq;=U|NGc$@yUW45G1i-yy(Tn9xax?^ChK;
zZ?upS<-8UFHJAnR%U1wszLz}2M=cJ(Her%pgx=q_#M7pr<C!WfAF$e9?%+M7*tE28
zu(C=6BdHfSlK8o<0*hDKkP}P~?g74nFMeT#aKM9uy@^L71cBdBZrS(ArqW}%*s{e0
zvKf}`&qKIdzPjqTL7ojcUXjHB@o$n2i=sUaYhIJ9m=f`~NV#uUt&fXS+S=KP8+4$N
z+WR;25CZmvd$7Gg$RYi=$|Qu{{pr6y@PGGTciYbdjZ?Z>3nsqPWMe|mEn%4tui97S
z-3Ohw^JfOj*FI<lZU*M)_1IYC#-e%1rI?KWC)&zksrs8)c~C$(_z7iomyT&SQ8M$_
zXd%hVKKY;~NpzR)?|l8cboPoWR?BezcC}n}W~ZL%OIDfsnOz3);T3Zh4U*KtRO3Ie
zr4-Yu$~V!6O-Mz4(+_N65<mA|M*L=8lYWSpJ^9ab@)a@jXj><1e}1qV?aJ95cA6k3
z>~AoiO-*V_;>4KJnR=w1L^z%KCxc2ceNVFw=EOK!4Rw>pAaXkX`}0?s+SElx3e`l{
z%to5;^dfTd|NGg&v;8+@G9!E*@djrWLw5`I4GPJmkPrU1CosBw9$W5saBsfrXOW#p
zm3zf>u0oAOUPuF}VcgMF%D=@p0uj9oG#OuB{SQ3fU$R__@#a&|IYXyzH^Tb3_|Cp_
z;@KdfyOTLaNC&Sf-4QCDdPHJT$3G;=Ppy<AXTcTd1{2TLmfpi+T~8#XMbnFjdGY)f
zCj}>~QJvhg2U9zP)+n?K`C3&*%*{k%ceMPU1(<r2)RpVOtuy8~L|%Ey&ybYF#JtS*
zC#T%7yKClqR^bR&p4a*EnIG!ZeFCe-#W_lyGoD_RruFdQ9y-_p!7$Wuo6M1B-HzW~
zHOKyNukH#_Eygxa@t4`&L7l9>kvA9Z7W27m`kQs?mqPO1FD~-=%6(aM!FSo;UQGV6
zUBB=$qrt7U&*F)-%<<Qb=WE>l`4o1l#r@AS8P%bBWm>P>yA0Q_7tT->4l+;QBGo3D
z8*#kJ5I2{vDH=3OMt1ybQOaCln_6SJi`t*N8sn#0G%!(ZI_9<U(YrcHYyZkI($${%
zQzBfbJF-{QgF0TKCSU#7Uu)Mr?sA7Xc))42EU}lbR(js>9{?lg65+@}|JE03>n%*9
zZe3QZMK}EI{NXQOEY?uW#<y-fUXF3wt>rPL%d7fuu^y3+e?KkP8_B{+1vCbq!98!!
z#mqmUF>uoh3N15Z$fEX{W#!@>`~z3`Ms9AQd{IWDv8x9GHJKjZ6W9FEY&f{)H2p-8
zW#NgUa_o;R{AXO<ue#@w^eu3%i3}4cV3X=Bo|xOgTbR33z)mqU*t#Qj7I*tzTO;E|
z+f79zN%`uu*Pr_@ly~_3Sq*3~fOhj4#+g`X8q$qfK33KL+IDeAV{qK&SX|FnA)n!b
z-Jx{d`t_I(qFQgO<UH0Q>Gm^OCL%QOAB!6xyy)$q&LVlhYrWepaa!NbHTPSBXuPBD
zOzwa|RkYlo$%$OPqJHv?KUuKK-Sl6A*#Bn()oZS@`2RYAzTHPdLo*Fj9j#Hc*J(z^
zca}wUn)pU%e{Uy$@A=5RB0T~6ptPx?1@-Ml#>mn9$%2<>R}&e;yx+_US76?ux9lp(
zIt}G-?Yv<W<KUKZ*+qw?{}jqw+b;Z$ao8`oAKc|O?_Ei0o6qbb?=kQF=UIWW$?A8j
zWQnMJli)jP%7ndn_a9t0n_j?v%QK}9f?EGAzOVWRpAK}ulhvS3_&5a$lfajF6&J^z
zy)rR6ga#6DIgH^4tSX)?T(h5$#Wy`szZMpN8Z?9c@i$Xr0q4z;@Y=?YxuR&`9(Q*=
zH&AXXzh{cunQQzPq~`PbL|sqp*|l+v7jn}LN|`cCE^K*d7>~v}wsszjFE=4S)_uIe
zn|+IGKPu-tQ?^A>m9E`-%aNj>ny50DJ17N%Uw;U!cT?W1Kc0!EtC;N&I#s?Erf$8*
zsf?8vDyUZ-e0Rl=`BjI`hCdlhFM!l_1u7cg_V)pSK2IMA)fu9=Dj5J~@N5_!{i;*|
z-|>e^fJ+7hX?!`f3I|bQYxdz?^+E54C+xzfK!t+;Q-Xq;FvNb)_FN6n<=pGQz?$vO
z2<E?b4S%d*>esL7-K`bir{WJ(+?0`712Qa^gald>&0C&kKvJuSjc~`vA8ft8t?Tny
zbR%C%_nUdESD98&zO(lSq>2nyqQ4-+qw~k7HH+qP<l|cJF4!oaBw{dYJBRDgcbna*
z{j%4Z=Dlj2fS#Feo!1r0X6ukodhhMu*8`T>_cR$2Jb@bDmzMwF)~iqg(yBX9!&hN?
z#09B83Jy$s|3B*uzoQOz>JNGVSjBgpcorXEwN6E0&z{-$!O@8Ti}K*bAa{nv-$|Vt
zow(sUj6-g>Tjf%`mbB!as9-GjM%TY@tK5&nntbq($WL|V^?a?uxGKLeTvEF?dh&3U
z=J<3zKFw*Pb}?~d-(maKldLH8(zmuYi`oC*t};74{o6u49x4BaXi#o5jQafZe^L!P
zeH@abl3RgvWL3QZVxgt(8@Ph+-_@CboA>GQ;gvHFC(o>Th>#_VyqtY{?&}Ld?^@M}
zn_U4NN9Y(s4+Ju2pBcP}!6hb_LDKSkVt9DXcYSuLT;BamBysU}knJ>y3+Bp$BFyeM
zJzvA#%wVN$jO8QXRRb$v8fFDoTx#Dc*g&(oyLV@U*`V}M_=T9k2U<~c|1lS$E<j<5
zhx`s3U}GeHNO8d&&}$8er$P`=5r!Xct$c~-c>eT;MQ?7g)`FX(YL@rUH&fjnjN9YS
zBXFV_kNU2^y0Ag(WP7l4Q^j~*Qvdp|DH;v&V~5u}M#eaNfA4r$pj)em(*>=U*3Dwt
zFCRnUR@hVw=pvpV6157H@D4yv&Z?@Y#9n}osJO{;6*sI0;Qc)~m*u_HVfYCopI~}G
z$D{xC^|i-9^-#m1U~k>Impss@XG=6P7mXg6ar?b_1L%n(`Hh$#MRh$pE<3YNQEsvh
zMML>)g(jn`5|^F7Cy$04=0e~6o~?HY)>bty<`cv1QceO;-p=Bq4+mu6fWdv}mGLbv
zEa{5RL-5iR?@hLywk_ix$n==&_bDxffjHLIXD1O~Ap;$@@^iv@g$OesYDK+;#tqrM
z@;w&6GBF~aPezC4#FB4J*3tQ$Hn5xh&bm-`LO3QNd*Wu??i?DsYrGbnB(a&XMxIkS
ztaA9oeB=6w_S9b)>d$Wx_-Sda;$dR=<c>WjZ*O!|bo6zg1^`+8p2Nz&opF(=vhldj
z(?xhRv-rybY(E>1?*r!qi2Z8N2%S86QUIW~4gI)$8>`J4)cz~WhMCnbEWRBx!%SI^
zDKWj<VZEFaPtJZ4eb9ZKNoHtpf_GyyuBO7+74<}A%41@Q6H>Wf-@>1_IvYo8-Tca<
z;w&$!Qvb7Jf+5}PR(h=&(4Y7z@F9*}CF$$I{=&g5p6CbkSfC|6EFBnfAR;2VsMy+i
znq=Z4@1vSBA6uXx0iQAx5Fv9I#w1*Q5Cn7+(a-ZR4Dnt`9G!+UjCbLP06TMO+pKj1
zgVDzQl-g0D>wNvVk+a^JtkYc{VXuVtdz=^62`>xhlkG&i%E+qAydka~zv5r({ii9q
zTR%kaP(W!Vc{xmupL6i*<6C_jHas3*d(Z5_NC@dMU%uTgxt|8iW*|6N?rpE(LAW6Y
z7~d2CGY7~jy9RktwB&%YWp<tbnmzvJAll-)7W~Em2>-|VNU?O7tAZe`!3+H0CU2bu
z$Nzn>UW@tUcp_8W_!kCF0RcQS7ymloet`Lu17;uiB@G}8#1J@4^a429r|Ic)pl`$H
zLZJM?_diGacK7z~c<t`){sOcPSg3!9s6(GEb~UqUlRH+utK4&Q*28Cey$;v5)E@PK
zppwwA^Sn<J@=o9izKj}udAdIJGX;RfK=;CUr|GzH(}ux0kwf|t=k*^Dn-%XtY6--G
zK=Z|z1OCc?21MJy5sm>)KtKTTFdjD>u)<FjF62V?y6(YoBDa#j7E0*RA)#+I8%{JL
zbsqHxV5Ur>m@xX##Aifw<;%{y&$GDKYO1PTm%p%@2Ryn!bzZ6=i1_5W`4ZjdHv~!N
zv`ekVjLtv5^1e~<XpxW<w;<~S3fH=2vI}J*FM?hM$kSzX>(AcsKs`p)<SnB|gd&AT
zJA8iC))&63!Oo?4OHh+JY1D0@Z68(M)KT@qZmCdixLekZ<0jG!OC4p%a>cm*Xk@`r
z+p)SycH2fTNyqbVm6wMno?RF@D8dE49;x+M*Bx_XwyEE99&#SEc3`Tu43|HTh~qlL
zw&1-{Lx8}ai52opTG-iKj;p5_dqPiv00rKM59J&;3#WuB@#95A1B~t}OW7S73I}~R
z`e%lm?2$SHyV*C2g0TfLJZ)-q7ael?YWMtR(+nd29Q_R`G>qaNpJ%B$bFf)o$Fi~i
z^|-LNC1p(XnIyCi!NOK+&0?d^p61)IrFm7ym}?Y7z}%BWi~;64ut?vvviR6%{W0Rv
za8-UC7P;V`&awGDTO!c8rVdvO#4Wz8p3BT|p12y--Q|UI(AL*)36@w*J6^Qa?z7vz
z=*1$r;UMYK>$qr8NwDxtbor~vr*#rshU4X+xu)^`6Wl2xLvMaCuCHmXc(KeoGYHjg
zEpFR=DeL_ANIE4FozOtUA{@xF6SpzJzK<1}B=NziB)L1BiSjIKcG;P6@y56y5Rz;6
zB?EcAX6~4DpFwb6xiVh2;Kd8#D7gBAeW#u>(1#TASrH;Y084D=DkEiUpMm?#MbE{j
zEX0W2ahCn@p~;aA^ahB$kN3RU7w}%#@IFz9C5#XJ$g<PlzQ|R-%ms=nn|q@Nds>~%
z(1D#pD9TE!@A)*<I1V4J&AT*Nv2bI^2)CJdvdVRa4K>W;d0>}ELFuv8XRLJ>AqDm|
z6i2mnb^SqUc7#S@>-)IaLS_BIqnz#W{nWpww5Qz{aW3@?^-B!(e&co_!OZTY30dQS
zRKU4uVeegGiG!`KNjSvaNLRlpcZ<PMb9cMwKxAZRWMd-VaE}vIYM9-pS@9>lg}t@~
zjy@%j*zS&;fEi`7hZ0DHXrY%+gLJduPPrkdDzyVl1d>eN<8<BxAS<aVwnSVqkpGya
z$BAK)u%S-Um54@TBrn>1l>XQecAN?;h0N-Xmp;nzSh5PH;pxb1Zu4Hdrnr;q8mTe8
ziNIN7H@7p%Dhj(a3Q-rtHt(|=UnnE0+gG;bWZph;?4N}gQpjGvrdJ=Bo#IYbzj~)W
z06GM`R-Ayc=NJ)7!()k+Gh)C}0mB{!2~9N`&*kVhErthchLgwzcRFUTRW<!8I|7#d
z#o(pS*Sf~ye753*Jcr=uL|A6##ogJWeNGU&#lP~p4TIfAmR*9_*jT%jFG4K8?xRia
z(RZ%nkVR-f%{JE`8{BxmatCn}F$zu&X;1VRGrCFh4WTUn31jeNP0gD{8%mPi+#M+L
zIiAtzINDXGnMKnc?1P;TJ{hl?ec!QW*eS3NwA<fwfq-n%)(<zaZ8|!t&7A{PF)hV0
zqIzc*6B0%?P{jE2Wj%#T89U-zx%)wxW3<fvQ$5Q~M2z044?_r0oa5%<VSB9<TD-(Z
z0mk!i&0j6b`I2$AR9qb=ZG7zP4ZEsei!$qrE!qi@5;}@7ar5$a1=fI?>Y*+^{C<%7
zdz(jw^EhZi^Llq^DAg|1qk{1QKYzZMs<Gbwbcngar>eWS$@ewUUXm_ZCS&uGb)<4}
zpcVY2ni0HnJVzDkM?tL-d&zxrNf=bm9KC#KW5WwB@9zqs30zJZ(cW07*S^^-xx+F-
zDULq4|Dl1Kw9=Yk*v6&suAUl=DgT+Pp)5hHAf9z8dSEmY3{1I+B6kPE;<Z!ab4Cgn
za35gf?yDS%T*KLRkjm6BYS>Bec6eUDRjF$7^{lPWBIQ&>>(a=<vQ2-q1Y<k(8`VqE
zAX@n1f;rDLl1ZPCO1j9H-UA(%&0HO#Ai4i7rK?nvCSGFoTIJ+A31wEKGym(<o|(_e
zLJGaK16H)5{CZC+)T%(74>o+a`T9~*Tus&DcO$J0qj=7db#!zUb|=DG`zOeD{`qpG
zp<gWIKdZE~_(mcutjlTLv+#k-CHp>)P>xqmK0GQls~iN$0?%PS3XoQ$R@p{JHX0#1
zN(3p~uf3+AXzq8a0_QP_mG11NS(m{YpL>ZpLkSHV`#o?I<S(Z7EcX`0P7K@7!7LiL
z0%~5Mrk~*K7Ai<e2!<TgZxw*9qzEF16Ao7|KfPvX&^XY}V3#~kH<TG>KeS|Y+Qn<s
zp8j{E68pc)YMz#8<a!fdi-VzFqmbkpe_O0aYosdOWYs~tjqJO*(AmI4(S2A|BFP=&
z#pxWNk?L>?g<fbb;nt2lGWzDkIndm`6fG^rJgV^(`yA;x;Zh%t`y`=qnI&@Enk7%F
z`<GMNn#~bu-$o-}?|MlsLr@Qd82}2yLQHTrylv<guBi!R#T%BF`So4aH{!oM0%rmO
z#K`ydPXiLMhPX5>hO{2WhGh4<>c`02S2&VyJy?q6zRi9wxI`f0Z&WZ7qF=OWO5AqE
zVYyuQ8Mw@9Ev&uX6Elh?H_x9?x9`w<bf?a}jv2lY;Kc_fkPyT^nu6cp4Z0CpvcT$A
z%LeYUGH&vxjYi0?`B)KHyh=T_>6q^e8{OLGlY>4QGMFaf{s-shCkoDpt(InYGdRjp
zfh^*uspTQZd6hupkZ!X8mF#O9Nnq$FUSs)mz8pIE4v?w<`!EL|l7uW{dwcsHqutCn
zgOkxsa1seU(HHyo@~1iY#)kd6jY4Be#T~We>2>Z4PhNg!%;J7izR+ai%BTwlWjJa$
zNCH;|qR*x}K^Qj>UUx_?$@g&UOKC6RUftPqk}k?J|6t00>r(WfWN<fWxcp?f17RHV
zo3R>0UFor4(JnVbQ5DS#L(4|ALO!ar?GY@eSS{7Buy&Nhrw(5RCF6PLR_tlTOVMyv
zi$Uc`QNcqH1O&$hSZ0M-6E`;<;x5oEEY`N_!M+jq&{Q}3Pah`T@(9rg5|$>Mm6fIs
z0;PUn3uA)Xx6qMOQxB;>XWhFD-t34{yOLp>uC)#u4ST8}RxllfaDj1i0KLiMGmh@V
zG<GeA;;q!qSv}?;JDMc!Krrg{HfZXxwbg2oku@$qhhJs1-uM0qQ|g@3yBd8?@FHDP
zg5B$QaLQ2^KmZujHp2~DG>Sk>_Nn!tgA>J}pPlX5lePlY44{n#s*Ejtn)SHE8!kA;
zqfZA2D-vzdXFxErWAcxn5WJAWqZF<#kgCMsu(=(Q4vZYaZ9ONmI$D1O<%4*h(vW;l
z^{|bWCsIR$Cam>JwleTpw)ggji0xMUIi|yL?JHvM-n|QXF#zrkw=Z5DCqp!<H&qpy
zY-KY4ydy*5L75dnq7hAfhbw0&zIkbIS=deWSWqq-DIo;qFg_tL5eK*I4X^Lmwdx&^
zC1=p&3NYqych=&KxlePXTHmH4_gDBOmkiyb2rxODch*a?g@rX}Fa~3ojL`)m1dOYn
zIf~RxE&UBivRXt=J2GZh4t1{eT`F#USrMB?p~s8i;ed7Z;5;EhB$*QA!?Vo6`~>vG
z60*{IE#MNa9%EQrwz=@~*14Cr-jTbDcgbY;NY{_j^&StGmkGe94{dI+DWHBtC}qqV
z_IZW^=ZU$xR4t$3*KJ0O5O$vH*U!f90opJKNl^ZwLAw%M<2g^4>0Vjtx2YuWTKRp+
zOd*3BHC(9eO<R`*zx%b)qn`JS+AO%+Q368M*d4TM0Rc$9E||>>{@i~6EVaY0bj!xy
zif64AHFzIST6#R_yA2NIJx<n!R}d|e_V5d+PX-%@Xy!wS8D4Po-Kl59kkw(Q>c{vk
z>`Xg~xbAOZuF_M$8U(+GLr1hlFGF>iTTx}kOpUWIoUAu^5iKUg)tCF=GtQB=2+YqG
zf#m}DCc`c<6M*mEO~@XB;;O0;eIA$Aafo0|LuC#%!?Z;O<_V&>Z%8jBW%=J2+g<KY
zu)tH0Vir!={zcZSOpRj>*nf+fJpv#uSKX=GQ3A_SkV0GQ4a`d5;^ABEKHqC4zGRiF
zua!Uv69k*@=c)B^`&Nqt_iC!v**Nd%^ROF`fIR|stwnt5$qm>nV7CJ*rZ$yJFw*LD
zqEraO;6oF(`enGqnIAzl8Qr&(C_75H3w<*G)7bfYW${SyaMWwFlIvuQu$Z|!bX}Cd
z4Us4A)Efsz5-u(-QL>j0is@--X<yvV{7qZjI%)r0{ye^pn|Jo$85@3Q>Fm@{qw~=3
zf}%q&IXE<%|2E_A7f^=$&~87rgRXK;yW0TZTP(6Uzo=et2#M^VV(OW3Y-t~`a<=*8
zF8b~teLpymU`Y*uM3-r?5b0de`v6=gH>(Ec3(0Lj;1|5z@XtBD4D`qcD=O>ST*ZPO
z>Oi=Isv6>+iHKmr+xazj`pEWla@X^N8UnJQM#%sA^Uzi^UyCV!<EKw#LCvh7+)sKp
z<7{YhP!W0|Lo?r6rvrhgGf)lqi7K?!7A-!lDF9k&hhN?0A@JhnFO3~}6hqp*Tn5kA
zN>GU6E)+L;y|enlgBImqXB-8OpF{S^foD3)WBxNkjy=lIz{rAY4}Fjwqr&cnoiO-}
z|Fk1?V?TZTB^VUodh8jKBz>4cX1SIpG(A<FlNIz<$)35_p{<SPcO=e+2MMdv;0nFx
zGc4tMzILlG#b{o$^Zz3Xh7V725S|o4R-Fv@Hl3AC@gzK>c+)kp69t-<%@3|CH^YP0
z=Up)3!|TS<q2!ItXjIMyvHGikPaiiee1oPZDE{T;f%zjC8$rnp{*OF42IAc)<k%S}
z3I(tFr;SpzmmmnJbEfGQOaPg{VcZJ5(klmt`QAsQbU8=Y<Yx!@=}fi!M7XkRlGG;s
z(a43J`6my26Hr#F-bVY#-G5`b<JvxX6~bdsyZpF0tf+Q{H4?RR49bK>lo}mV%c#pg
z#_dSK5FQp*CtVOLyr9^)IJq2D&#{r|;_hE|G!YT)51=rlzI!K%SWfN7l_-#mH7nP3
zNSl>Uu8Fz*uo*qlXmrj1L^EZPEipg8@C*JEBiPb2Dpszjmqp~|L1L1oYFH7w8dGx$
z?n|3H)TnH59@Ki(jNj{i?|?L}TM%0{0t*DRhM{Qe_>#Wp>Lf*Ogo`)h7bYd7I7*})
zdy#M!QapTXb06(mf%-mce9cir4mQ2?J7aqI6(!u~X~P;f_M94XFDOFdzpJ4U@UwZG
z3cV2awFXqczY6N+RCKEsVo?r_t`cwFB#NO={y$c}xON@KXZs{BGFJkKxuEP1zZp^b
z$={+JHABeXBcKMyIFoOJrMrQFJbe%t*0G5VPfMg*B1+FbHA@$a>tIb*39|^~7)nyQ
zL{AwEivG}GP{>gGL!D_;88&VwEab)z)_RvSM)slqp#*!Dd11{PeI63fPR+Ixh@p_;
zz7ze>t+^9vBzPH!_bq#uqCXyQUP?BRBl>4oP$R>%yWf-KKmBeNx^^3a54F)Yy55|{
zRu&)7PJ?M)pVL+5NPOrT6f7B-3u4X2xWUCB9!Wpqj7iu*rE@?XjPFICR42vz$2>ff
zf@v(_2GMqkU>UeyXuKOMtf>PyL;X#PLqN>il>Zs*o6cdIN}=Qs<;;5~7D5y<jx|W=
zV>Z$C539&OUjl#2;;Jrvp2{g~MRIR+{eKEx)4GkmE+^K{kA-L1WZVvfn$M=PX6gY5
z@(U&=le3+c10{Nguy1S-wItc2KPp>Nz>gr(KxYd=*RA4##-tr3cDSJ%wcE4#u%VS!
zAMu|7HWA3=-%EPDmVRw?1A?xQ7Y|rP8XFTpm~}ieSW!1sQg)8?cW3psflJt_KQ=dz
zjvcR<G}Msf6ODxX_a@)dI1R$eo<j>8SI>qEijQn~K@&EOijZYvMR_3mT0eaXjsJ0k
zC%CkMyG1FxXK*Bvy93%<XlByGgl0dkd9lFSikLhH1w$gtR-b3I+I3@so5zR53uuW6
zAftm6H<&PAP=p9Mz2@%FxN4D~e`aE7bLd;e-e2KBd_Xx(;kt2-Htd<?4!S<u;dRzC
zuojZADc7|_x(wSJ)8hr~Q*?U-?3aHjg3$na#7eMx-dV1yMuZ|fVo-&OIDKDQLjx=*
z<kY~o1|+~C>O!3jO{kI157b@tp0etn0eGzE`mz@bm>~Ads0Vz)7gCcIgVw-YscwJX
z{s0W_jc6}`6@gROkn@8zV!pU{f0x@~l48!u<7{dTZ|diY>6nr=V<aZfE%>2tcQ&xH
zyX<{B2Qbv6xM@MrH(Bq|kA)2=|L~a+<IG>ja795+SN9}SWrLOO76?={0JRfSIO)dx
zb6yZG@po()L21Nr&MDXVl_f8hHFu;KolY!lGsx}2S{r=y6p-wxg3{vG!@<UgiR8!N
zz`F|nf6I1@Hg(GrVA#}{igDZF->ODM_Sq*@OO+1Jht3A&)PQI<qSUuUpQr1Ja49$W
zo;M46L8fm_S=1U7?up@96lmVz79m1_y#+TdfCiu#jyDJ4iNkba+?e4N0+S@byPnq|
z>}J}z&TGt(a=kK8$PVv7#{}jn5M^k{9J(F|oW;wC!|#Mdv{wBLv)6L$kN7A=LX>8X
zf)`OAKfd_O)2955!d0-&Iz!o$t9}zq`}oMsA+tmOXT(R<embnRIyB^#U?NzdK%WY(
zZP4abSi_Ag=TnGv$y5#^`=S{l+tc!9QAZwuJFI{*lv_%dP64U||Ag`$qH6l+!g)~e
zkGT!TRnIcb3N*>{@<Kz8LFf)_1=obcFE=$b$_A|i4jU#g7cu3BpRE@pu$FA!DEUWF
z_V22^)gu6k$9xo5lT|ht7YR#kM!_Ko>P7@OoRBu(4R`_dLr1GgcVD_YP`4o5(8#^U
zwjOV$+Vl27mP3wXlPc)LA_Q^tv3OTMPoC*;3nu?_Qbm2ukRRDzf;&RI(xpQ?M%I_N
zq%<_HR@c0Q3)0Yl6$CMinwS7ItE=@#_=ZNpdX2CCr$~v?goZ7nm+8IQRD(AZAMh~{
z;-DahBmlSm^445Vf|0;kyy2t3*=J{iz3U@q977?V9R?t-OXhwZ(WOxCMqT)_MrK<n
z%R?Im_5t8{0FP4bB6VPiG*#;8LKqgh8=&_nHxKt>Ao4jxf;u#`{v9uN{)ejOVa+72
zD_&gl1{f_+3W7^TfHCRl#<&|ZSzuE|FL4S6e-(-YV7J*(f<RPQXY|Z8@I9|?H38Fw
zYJHV}#)jRA;(5Z65U`7g>xfs$p5EAj`yp+nY97D)T{|a_OefZ*tpD?hn09O+d<q!H
z{jw<?2*9|pJs-*M#Tb$N(W8Yui{z>@wT{$OT`Wv-9R`O8h>oBr%&K@2y4G|Ktosuo
z6P?)jo63ig3?Izc;I1LNiah0t`83p25rQ|;9x`uW=yqZP3uov!Az*M@L+=Cj9wpqh
zz<#u2eB7}D(I0M7F$#>;F<Egn!?>Z7sJec|eo!X<^W|7RPQ1X()Iw}agHyS5iX)V;
zN8qsbxtZPLSBOn?-jk0ZZLs3J{#wa|k3O{z3$|KH+4rgA!SB;m3~m0V;DX{r)v!{z
zdrGi#&GBZwRP(d?eSzR>6)sQekAUD?RJ)8X7{1M{qA&uClybdK51Sq6nxQ}BPJ$hu
zf`KAx{_@-7G7U_Di$jRCNfUlY>TB1H4%Vyw#y9GD(WA8<Z?Py+X|0U`T&oeEul3->
zB=F~qLB<L76k3qmnQXCz1&;<RNFRV_1(cf6t)c1XAk~}eDn@<9uF3K)$P?s(X16~=
znkvM|l^r%~odI2+rpD>^NS5Gq4gd?_8(t@bou`fXYlpfZ`eOqh1+g@rP%_Agx2}A_
ztUyT!*b-o|V$4t(r|I()CEgr)j@@*fdQHnC4k@Wad^Pa_@%|KUxG00*%iR}-N=AUi
z*wp6xw(6Da+#>;*`afS~hHqamWUgNzB?NtfqY(AfXolP{$sP$8m?(pxd`mY;yUTG7
zb_#_IzU^)Jj&GJTojMw!`U6{}wn?B-#gmIE_t1=+W%p3uf8X%VA|2wWh6+LotlCWZ
z2@pxb_9o4D-L8yofd6z$-KUc0w=?-G?-q2M0e}ak6G(oV@?S>NMz+H?z7&1zg5t^R
zCoP+M%Zp+T6Gs0N`@z)fZKn)ted*9TPqF$s^RoPO&56t+5j7)j6uMSBec(L(=W9Ck
zDr|Q?iX}J{U@VdhP4AHR&b;2y=X$SIvbA+|USqr9@g;hT$8~&h`u4LT9K<o6eHDP1
z5(VZwL0~8BDkkAlS5A<72nji~Ur$u--l?gos+xBgRIFlPs;sT0=vry9q+^=gk+2$s
zodU(3u>C|!RtybzU38m;M2v-}5b-7Ud(B<LEPZdLqbBy)VP{dDab09r8UInKp*{Yu
zI<G=#V&*yr*<C-K{+dDNk(_Vm$n++cHua%Wnmq^p37b`YSY!Uz=O|=gH-o-HNF+Ei
zK~;uXf!0Nz&Xo{CBe=Cu-$z3fg2y?!(52ieU!hm_+igU@DxZT4x}TslNV~9oO>S!S
zIsI|D>NdN;$(znRniJ-71u|NJX6vXl6)}WrU|4?%qm|enj2wT)tKYzr7tnV`@4ncs
zk9b(u{!&jo#fEJ$^WW{z9Ww#j7ScoKGSy>d(a80Zz!^T@td>-Uv#ar;j#nc*ds`;1
z=v;7M;N>Uc366@GM8x-A1hXIIe8}k)+Ha43-nM3senxuzp-$Vx1l#h~Zp17bK+~{o
zG$<OT$U-0%8x)Zs0G4pjAhYZ$E-7Ji4{^B{hd@9&9;z(F!lQ>JI$>}x_f^g#z_I|7
zX!Zzcn(6I=^p)<>*h;tmi$ctWC2IJ%DIGxNhC@%)jaTXo|7|>;Hu<{Hp~|T{J)Ms6
zifgu;y)S(>ylX;Oi7xOL9VrgcHbG-5;GG`RkW&L=s~=9|g|tDeP>w*o0bM_s(L;xZ
zMZtE22FK=`3wslvY~^4wcB<EjDa$<6*Twpxtf}>tW|b5f*kNkDRKx@jnT+XSgM$lo
zMz`7UvIrFPUu!C!R`psuyZvl?fSUOrU!+M~li!N{^|eJmLyv3s+=BiqOsnV@4g91n
zpBMQ|a2t4+9GhF#xbJkt*1gZZc1pq4pY}e0gWU@o1fOS_Ib%L$c|lQ1#YAxw>dN%n
ztlO%bG5%TRq6R?~)Pofe@a5#5F6@x{ODT21X(~96Y4L10pyuV0E4RgIcoDF;1QSoQ
zu0dy9KWeDu1Gftybm$c?0*d<DZBL@n&5nn}BcLPPsiCy{tEm2nyVCH!(Z5gE3!W|s
zlq}JPwIQ~9Uv6xUjCl7NMqPk(a4lof?*y7ae*8(WB@{SpFZ)-S<qz?tcrz!YmeM}N
zc3Cz**pD~U-e-F_g1`2o`;KEjE3Sz6-N}p+=9wL;`=%Qd4n0WPfE8i<k;=*ucP#3K
zt1u(vh!D=OkaP~VX=qtGKQz}LEYv?Uc5(6gP~+60N4F>=>B3G|^zSlG8;>ftu8N54
z+U@Sy+%`;>8(R=3k6d0=^9c<;_;sXq)r^kxu~%_oU`@{q4b+_hg)gDFX>FBTS~3&(
zxyq=;rmIgI)+!sk;3}4)hsF;fa@Czr<K*u*b$>55rgva!era}j2r5C7;{Kt@nqeMT
zKadL+!|NqHra`#Ac2%1R^TwQM+vzW~IlbNL>p~8f&VKOal<V4SLEnz?IdAu+Zk`mM
zw~<QjlQx3@m`zQAv9vLOd*GG~_+FnAbrV!@&^7UHoKc<xBzLJAikO&~(@^pONa-|=
zi}}v~?#GPd*p3944d&&+j){HvMH~}yK@qTTd}*F}Pls;Rz%$qHS|kt40L?sTN}3yb
zQ~evT%D~!0XuO(0Vn;zWW9gI8&eM(QsrH|nzuCK<MFMzZ#Mkic+qa<$`4Dnw!yrh}
zgnfX*jQ@22cL#V-L4X{b$8~^_UjS5Cu40smQLrN*<aefshb_5MAWU)xZJLK+{l%u6
zCj{NjBph3AD*Mu80e=pf;lJ+Jh_Sgok5cbn=Rawa6kIjf4gT4!|Hm~DUyq8yB`)<I
zEV9LRty9jsk8U;PyUrAgK&FC})ji`#MO=zDgz4W$Q#;Ugf{3^j4=8BY3QWho%?PMF
zRg77}3i|3;bU_i;B~@R!H3O7o;Hj`82G*;{;2Mav!!}`&Fa`p*+8j3k6p~dQ53bM$
z`GFgheqKNfU66u--_B>P*oaNae-jh<H@OgDQmiHh&Tn2nP}twSQS0t}rqIJ}DZxAe
zk3<3HqCxSpx2Fz@DJb<k!SnWaXDJ<cnNQh833#YMq~Y#>!7^J2`X0bw-vJtqa1=SN
z81*~0MJM)RR$%4IY!5O(+Eu-|=H_G!fqQs2_2`km%N%(E#$DseUSiuzagSISpWK^P
zCKB6mDZPk96+SRFHtsp5({3-TP>{|6c5e`yz#O^Z-2^0+IX&C=)`JkRpb%k>4AUhY
ztiWu$x>$%LoAAZ=8p@{G&@eLu`9b3!VO_2Z03>gcxvj@%<Lb@1_2~A$WrnN=tmyD-
zhRC2^o%$i{`*&iJ0l!-CD2aB>OAf{(=Pnug4P3BQ?;S(&{G4A;xoH59bC%<2xkhLM
z!Gy8pYQ$v7l%;4nDgjFMMktAk0K{9mF}hJ%WI^f|Q@Y1wc#wLf-qCf9`S0&^+=C|m
zHhqBW@_3kn7lZ4Pr8RZGP0NbdbNNy-gib8R-R+@{e6IS*NEmHaSTD><Ks5%wGz7(v
z`)SBvcjT&*L0KD`j))I@U#`0%pm^#p7vMO|p9ZDe_~@a2L6ly!&d+u_-|b)7+jZW(
zli>^{qY}H8pq%Fm)b;-XQZ_zlsQHvhhk9S5AXF!MethWE@v2ikJ?FVQPO@6?zouce
zY=Qfd7*WZ73PTn-mvIyi47kO*pjc(QWxyoXZgLgID8)2aP(L*9H$%k=jb!A?)-K9s
zJS5B9VcfQ6IB3Ck7uC;%2~8Q57Txv%o#Q`Wj^cMCw~rQHg7wF|b_GE?Ud_rQHrV!M
zBc{*mIw@hXK1^la-pf7S6?HpvOqdeDJxFAw1G441!vadkD`YMid>U#r-PJXMMjH5B
zcLb*YN@Rl-$NQWxvuwUPymnCgjoU(_W}W~`#h9Lr)W7<G5<0&=2%5(96Tqv5=F6cS
z$_4o^O}(ZfOOKg4gKKmC(pEwWc`01Abi9{lXOxld#g)blmV*`3&DWJ3nvYmDOtn6Q
zk1519IUxa4uHFs`hjz=oPJ#~is8r_=U5fl@O4!WzBd{bPOB&F^ZoaeOUl%rBs$@eW
z;eW2dl%KleXSxS;N`q)x^uhx%=JOOXfMy6sTobxZA*C+y7fGf@s?sl_+gykoEe3<b
zgEO7%_hc>TgB&_~0Wa|!H56JyZFhn9RzMyU=z!@kM|LUK%SSGWorrzdxbg^D0iE;9
zTln~pYus+n#~dkCXDg=$|CS@27p4TjML;=`JiAi&TxIu-2gUJKI8%N<cz4p}d4@>q
z^X^LHtN)Gig^$)2%~ZCP8s^sDcC?Tw9^)pnVrr+pP8yp2S-HtZ4)mJ<2)tc@onP}Z
zByMc5O4EgS)l>O$o;Jrk;VArCXmvKlm?JSajWslk6SArzpiz>{mo(VH<lNEzr{Fyy
zr-tVRDAE}=f1@-QXny&rJz|^o->@ap;Jb0X^Q-u*Ui>vCk9eiubWXryqJDois5k?B
zcmUkMxS4eSv=gRDMm2a=F$Cs9@PIVr>m<f36LldcFI1hg+?=CkTe8mJ#N-nFVTTJa
z6c|eZIA?`yZBhZ_K;U#hQP8zQMeIi!y5>(QUf7hpIT-Xcm{m)WaqY_Ax6|$9OR!)m
zCe**5DnoNriay}QFP#wVj)ea?aMXovF3a5J#vW?>fle%S5G&wDuy-yfLf(Oh3L}I8
zD{w3fLsZ_&eWw@kTR1}7U6X^xd6f~~%J!ZF@TU<*KNhekTp^J**s6A6pgtl%B&(3X
zAl13(<a<}nFs&5x`Prcz>!sK^wNY@L`}2h)fh8l~6ElB8L^hOjvgJ6t>@Be0lPkCh
zcFLEct0x@5U=k*c=ST^w3d3Ny4q5pesq8#{NP;i*IhkqXsPC6*-8)Y3dD}VTm=O#B
z@_X-c&;UWDX!8bSC>Y{&uMFB$s_}Hic5A3+7bf^_v@mUDppW2dt@OU^m~7t_pA-E~
zsh*;C+X{$iD0o8fMa0JS;#bb!EBV-Czsr6-s{x^^^C!HId<U?7znO-&j6FyCzP9!`
zq+;bB!Q(FH)skh(URkpfEC65*1H`&oHCsFSASki{W7_icZr3=~z%9T-Lx#t-sfeM$
zhHe#RuNKChZp8!C6$0F~tl>)Lm^;4?7myi=7|G_K&vCK!;;pVkx3P8!vZ3t^1qVZj
zN(xF6vkX<bZ^`XHEO$O_dm4-6YkfoV)NgZT7B@5uBq+#371m+C>T0j9fD`+Rn`fK{
z<!lEUGwDRk4Bqq2-OxLl3q#fKSKs!SLx)NDtYyjuKcOq?8{gSKEe<$2;B>I@pcuA?
z)7Cm>S5(zRGFi4tYK73)&F&Ed{^fOJyW_k)ysF3%8DJvwhG6zF<v|L*h#*WF^9p}=
zizDS$`cj_L_ew&<tymiHW`&W$U<JYFEUliI)s#*wiU*1pQ=Js-YWOS*n;*->gacEO
zPu{akI*;k=^7;Nf7wwZCacEav4u4QNW!Irc+wv>#p$<Gt1R$`$#Q_MrSUaE)3+4Hr
zo*!m-Fp%J*crdub5-txg6-<8kUx!$NH?gZ&#C_YYG^YwbokGt|MOz>#U9m+9uVN3q
zvFZwSxElHnj8=+vcotpikL|9upIA7&m6H%yZ#Y}x@{YNldYB4+%p%DUN1@rp&z@h+
zJL~s>yP6CYF+6WzMgh)Lh=oxzu$>-=tS_#{@s7_Z@EBVuS4w72PJSat>bs|f*?P?~
zMhqu3i%Z%uK5^%c_=s6ylLF)pw*KKrnw6B$HKp<)uPqfZaA+KlibfFiIkj%3`-*^H
z=o8B$>qm}vd2W3xG|aAZ#RRJuYDAA6=BXm`IJEenY~7h-4Xw5W#-#evM;P%hiGXNC
zLuFVCAb={n@0A2!UKrDO!T_SGkQ{7&-SFF|t~$#cTwa+r`rvqXwFsCI0yrxd-jpiY
zkolO~b4L={(Er56YvB&BWAW-uy3FWHxa~AHvR)dc9(|W2^8|4EO_vm!ok~{8hVFVI
zCBuB!Y`K3$3{m<FiR?2@xC9{v5O#)55AWRz275LPPk*=$JDvDeV4FYIRznu-u6(!?
zvC`Ap{mY_nsC-3J0vo>dmP;i9M-(s#WTxkXvs<miA|1`=>mnbxTzq+(9R@E@i9?J6
z`19BE*tpA~Y)vD0K&!t7Mz3{uVfrs%$t1QnaLIxfH@aez!Z5xd>3j@mY&H-&+BP!H
z&%(4E24dQ5Li7{>stPCr-r|Qv!SrLO1`0U}A|MU`#G9-FFrpD)R4=MvOc;Eyh1|>^
z-Jz_ViCNphX?kCUS^JFMi7DN~chDCNg}5G4*1U#@4o7H;r*Jv$sYxuqjP(4KV>^+@
zO5m>4TFsuQ;OwOnyZE%;j@{%K6D*vl3({&d(<n+nGleO|x=tCx_zdzb6s&+!!r~51
z50SGf#M+$25&DV}GVe#zb)(-O^b{IXO~hpXMEE|a{Pn&&atOx9&~{Q0<8jS!`Siy^
zdGMF-Dq+Eb252L|(}>TyjB<hDH@uLA9iTyM1q$3|zbCvipA)$;_ICMd?Sa;U40kTm
zT;O2{Dm)LB17O>beF|g!x;;-OluMu1TlH%5@Fw9H_0HM21^0LTMbl#HWRc|^`hd;N
zgH3u}y7}|f`@<)a8$=~s!?Y!Sqj=zsPN85n>4bz;H@cCA6>&tq(Tf5nNl1ZN=6K)Z
zMp*mzazh>{JiRQjR1?W^JEl?3``4w~`F52~FCGdR;RvFR5-3bs-T*;^KIkxCH3=v~
z-vHi@vTViUZ<k%g<m(Jb_&oM|El#5fC!1aiN^I0i64|2U4EqXiA#VQ4KUTY8I23Nm
zQ_+QC$1gdQ1W<PXCFw{QjXde_ljC5X_a?5kc3;|d=i*rK0sHy_*x5ThBUm^(iy_%;
zS&)dJ8h_U@^Ws9uQSa?~4~Eq$@ZfzmZm0PgT)U~mT45OlHK)b5g<sOl?z!xLj>;JN
zAfWa_D1J7g%^d`N@1ZB;!qLr^gJt0aI!fc*A#U>44WCWHp`{2pVrgH1m$D+Bp7Wg)
zhCpXb-?ZWNp@c#w7SIDQeg$qq#XN&e<=}*JDmWr)=EIAwa;$jPet@E^5kI|A!lF`F
z{e0nI(faG8l?XVmv9bLGa2iM;&@#W@9{g^W_5?tTU&_9=o;1P-ryB~1rbK-`Bq@@%
z{m$1qKsL;PPUF<*{t(yZkL*sSpKBKsn<5YLJ&Ij9fyQDt^X=l&7En<`J_W+3o(+c@
z3FZfwkxi&5XB^28uy=^l0keI1E95I+onm`iM^ik?oXxsUAZRq&JodwS?w(8`&DP>o
z2_v-7iEVvSopT%dA~2VJ)@OWPn#u_1S4mw0%1dXrY<y#~k)9iOxEAZ`lvghCA7$Rn
zy<au;g`DAs%3(#*-3e?o;QrcFas}!54s6`)9trQQFNPH<y8<jZm<NmPW_OLZ`Uodc
zttw02Ynnfysm4JA2oF3C1OlcKkdm9*W$&W^{3ovI#(0j>_0#}K3U^#>;~TNzLD<wD
z<D=o?xpcps14W%x?57e6FkpP2c<A2>OZbpzm*V;^FAs(ZU!A;qR#X8hu(%Gj*kA<=
z1K^bbTNE5rfltcLg7(Fr(f%|2HR&E*uO?i3WZ3Q6pK9cYj2azgp!r@?erad}M!RIe
zTop#f^qb%)mHq_)S^tG2uA8cFT7l$9;+`z(o$4!8dy&Y<dzJ<f!6J#CPfR!*9l<CN
z(l<46DIRWv;s=U2XnKKM`jpCWr#|j$k#eONMjADhMjSExI>4A7=Jv!jfcXtO{K2Xx
z)?iP8ktdXa?)!ko1HTDgDST8H20BelmXDWEL;mBRRh#-G<qlqsT0x6-TL+h0qRuY&
z64Tm#oPa={Q_I@??9dxG-HXcWfd6dxZwZ#L))yU9M)Yme!)G8Hl?O{w4*REn+Dv;>
ze=66LLe+Dr3H`?K8ja_HWX*B%>`CA)A$$)>Q!plkZ|Buh*ql%po<OBiRmdgcmSH6H
zt$K{n9Lf$ZRb}8jDqq#9ac*)gmt`YR?twYxm|LkuFkC&v1uMZCV_x73rf0FbGyTvM
z<w$rQz46L!Iprh*a(TKAHnn%UA!O#m?{8IW5qj%euMf#g$WcMP)T}&Cpqyy);3==7
z?Y=Gya5BK}jc{OVkB;XSuVKS`%v^^X-N=i!6T5RvA9y}rQiFClzt?|K7{(J&cK|A&
zfO*150vs|WTte2f+nG?d!hSJ^@rIb;mWq!d&WCrdg1jhuGRuS3W%c(J-S{6sXJ(Eh
zK)?hQctc3uA}k6vIFuGJ$pA<J@<ha>)r}*7`jo{}h_gxynR1AXs{dI(aq#H?tI|`n
zY+PxW+ex(&6xB;@GXg@5nbs@FKId6(%qCXR0+Ktl)%oDX=`-^e8PGK=a>)GAY}1ZQ
z%)1}&<Ex4DDYZivfqx0je7z*OQAVKIGg*@kArZ&}a3|d7!AkkCsh3it0Sj+<C-6_D
zc4qX-%xV4OnT+y74GcJ*`OVGga>OG)K|VcBA+Ws<Yfa?{jmNEtsXFe+pZXg8(X>M-
z9G;Pw<5%0`<Eo~&{QMm`iIlapI}Wk3vOC>`<?<O<wdClo+~tb7o%9oo27jJ+Uc~u}
zE-ihl#JVmOi)ePPQ*G+i2jsD4cz$d7V#_lTexjBjs&*+c4nR97HUXA`NtpRr;M_v1
zfC?oTTmEH3gR@Au)HEEP<bw+A+VAes+O#?$pGVc)wYyGK<39JOt~UCkEO++(!!~`*
zov9GpS-ABxz5Ih2AEfPss!dOlj>k3e+Ss^4^B{k~y4!8OjQ<+G$UXGx(b%DpWf>9l
zX+ZUEK4JmH>Vzz&?qn#H>(DSrJ#RakVc&SONYH=SVNAsn!HUvkkiRFNm-Aq}jpBk1
z08~|=Vgh{^gaSZPSb)do?WEY}1i%>p8!%V}N7;x09xz9>-R<qz?4&ao4t`uG>Amjb
zP4(<EE|wkUdN35F9zo%gETki7O@T)Xl*dV7peC|W6smJh_hoH%Vhmfivh_%xa_wN=
zTuH3j8D_WJA=2RZx&1X6pZ2HSF(@99<cJ)tFgw4quxT5O8a$*xQ3~o%)((Ea?MT_U
zV#olHMNKk<2lbyz?3ltMj75ENz6{E5^YTzULjd8ElauQOfuHh#&xSy!Wbe<e>}qz&
zecpxEVm*f%@7jeOGr>ftQr=s8{K&{RKLqhywrZi&fbUZs%`1kpCNnygVWl`FctN6)
zj%RIM@7s4_@JWr$T|9&nQzZpvsMB`##7n-i^)@ubjryq!fmQj{g<KN6iYFoV!f-9|
z18~NGf&k-WEkKL=hxc@-Dh=nvdEUXO6|NA<qgrOQb}gD5B0Rl&Lxaw6um2l5pax-7
z&b~RvA|B4W*SfNpwU17UK72O1G{gjW-bY*<rU|JN3!Sb#0HN_&AMIePP5bhViJwbc
zQ!FsxrqbEF1l`Cp^st$+uKE`MhCu#^1b{g-IvRR^eatKwTYE(*uDt3V?DxZ@37l=<
z6?Lt=hgr?dm28&kfTDw)uy~dAt*tu^rI9?7(FebeDFxxy+YjSZUBqFkDTWr*pol$)
z2O!sfC_O6KXXYR*F!3F&C28TK2w>$qvuTDbyJ~gxeZu|zx?@8#Q+#}+g#8s)BvfGD
zj_DRS4$lIC7_1oIk>Kutm6*t5IQY4D9c^K>1`Xgvpt3%f&)}l;V2?fqckerZbp%Bx
zK+O@QeV`gLVfn_LIdb2JcYddi2w_k&yuC#ru~jcY@VLxdk>Q_S(N(MssAo`d(@PON
zBLANLsf=sO0AFW1s}Ao|{mkW~D1K5A>7XiTKR!U~zIL?<f!KCv&ux=axA`>IUvNX+
z<~lV;=^Mwytm^S!wyV*0(7x=TwHtu!5s~deAQg#3`V5B(dPr1Q1DykiqR{g}Yu+PJ
z>1hL~b1!O$9gf@K`6o)3fZ+%Y#CylKrsy}8jBWR&JwCQ!_BYSeE@<KWxD6jFiX2|F
z#DJAwf-yZbHTtPwTk1$$SlF^~cB+~nW#=b<isvTV(SoJ*c2NSJy05K(O(J}UmgrTy
zRB2u6Gf+6~c6-<o1c;BOCm|$2{6@fk7QcW0e*9ZS_}ei1?}lgQR?V5JWL2PloM7Mi
zb2tcCE<H0+eNM0tAbjQJZT1!(vI{VIoavbsYP<`9aTc!I4n>T!D?0AQVeJxL%(gql
z(ZTM2^6t~$Zb1JZ8M0*|EIndTtslX3Xow07Pv*L1M{=J77K4D^l(}uj;X9|q)>$mI
zz1tc$_9uHjXq`elI!%nvR*PqY{3hEY0r7!m7s@C&a&g!>R8L)JZ1;OPuy%zxMAiVX
zA-0_GCIg^o2C>5bKPf!zT=Nwuk?W{JVBnDg8l=G)^Ls?;_KU^jdL6%oqrv-0%m=&q
zRa<EOQ1+-`Z)^NUPTvC-7o5L33fKjjIDXIBSTIqJGsfgS1XIVBw{}H(g@yN17{<CI
z>q7tlAL(1+OnC0%y(pkkSMKYc!80N&N8X$69^_s}*>2x5c{>xl>05@X)1PTWxA0o&
zE1IuO=-^F^SKa9F?HEVTg)SDu4Y#fp0Lq*AXpD=}IVO}d7VsnxD2G;0fr>%3Ly}jm
zU;SS60`sSp{tpu~+#?718%zUhhvTJnP6`>|@2$GmRYxEdqh!TF`UZYbNSQP?eB|-3
z@oPS-0+5;3_lD36V;w$QVm!64TCGRl{6W&Dp6Jy2h0?ymkHx)uEy{tJ9rf|8cFQ9j
zTF=qog&pYiUPM#UApIr9x0MdEglK^;3WHLNzlDZIT3)G7ED)8Pkbu12!jnYd_8`E+
zsX|1^K5vfzzT)KMMDGn~MNC{i*1@~}{z*mfZ0_945t75TYy*D}CXY)gqES#-bxgJF
zIKlHri7XzxE_wlZHTPitm;kRfl$Z_&UuDLEt2Pw!p|Hi$Mtm%J4zn3(bnv~2yJ#{c
zaEqvj;bQHOTHKGq60dTPq_nhVQ?8G=Occ5#Nul`?g(>}|zF&pW8Kfj)X~ZFC4v<1<
zJFN%dZ+R*ol2A6$k&vZ<($wcw7B^>I=)IV-_37jv`VlG%{wiEA&t0$pMz!&c)e%Co
zyK>Nejf5E|Z{SuNIeT1=oB6)rE(!=@FfP;8y;;<Est1+d3@AHb4u{OKs>$SM=TEps
zjwZ->FFi?yK^n~JOxzgxJREMkR+3#5J!C&QB1sU`+rYquczSqzz`%QV8elWw1JhH5
zlQP!?_iNxH;4*aKiVxex0|}tf{CaW&h+*saNQ-R6PnH*U=ku!;tuS|sw!Ww)H&5hp
za|(6Y-f}?FK}ag$h8uECVW%x}OCf3I1CBYMSl}WL9O}afpX*EtbEo)#*mq3vPrZX~
zh6-_c7)t(z-30h9bdAtC!;FwkaO{aK)P-irqkAPad%vm)EO<BUCn9#$M#&Cea}dlP
z>hUMk+Gl&YA*&>Qfg^ML{ZK)njzSHRX5bazv#E+9IM%?b*&iew0<$zX&*^$ME@;pW
zndYz;ppE-}2G*Ez&*9ktKkg2bV*@`8Gu;>2RmXd;S#R3B|EO`IGgm0C*me6;9=UD-
zt?vM_G-u3Bpi`7ns$~L_(%7=hSFB57KUh=ZS<&tb$q}}R2sE@6)<FI`e5>wEMh!JG
zhC7jusW%l$liukuObi;jo(Z#kZY;(e_6&(gPrws4b2Wj7Y@RS(5I%c`ZN`N0#D2@=
z-MxbyHp*+of;}Q5TWLL7tMSkV#=gIdC)1J|c@+Rc;JWs?Tlu2xTRjG*e=zVbXCm97
zy#T@|?w@!*KXKr(Acc(z*GjqZ^W)d-1Dj*+7s+SJS>7s~LIM249C`k=5*zSaVjsdq
z!)iqMKGcEwzSYE@=a<*y22=Z|4lkHM@7={2sy(d5&@K4C{^7D44;VGDwIzV=mWUpI
zb>Y~lj?on_9D9v}(|5VU=GD4F>I!h-;yUaP3#{wU2^J`mwstZBlvWBR5Gg`&ya|O-
z47_&ycQi0k1zoHzMFY)s+VPQBBlH7+r>S!yDcvrP4Id25$M^H_NVvSOYl1F?WPe5U
zy=zBj{u$V(KnFn@L9Ywx2RKs)0mi}`OQ|kS+}dF<WYZcuq>=Tp0J|4XMQspM|9LNa
z@Ls|jPS~$6wW*CBMWlL+v@@{iOTjWVPtapdRLO?JRMSOFhxj#=IO(c))E@3;7<!*V
zZ~CM(cBnEc)%m4=+#ENoB?n(om~pVhuX*|Kq#_x9tm8S9rN{cGy|q+VY)l1EC{F54
ziP!km5kW?m14|ew3Eg{!TVs>yw2jXg>$E{qx;nRXl*_t2w|mbItInpuCD-TfbrB$`
z+`(FOX;S=Pmq%<VkbLuZb|)*vdQqfMipFB>33cDHaB@0l2_#lHVzc)ujI8m!r0|uj
zxmk%5pL(4o@p#?p_8&6-;UVN@+gE?y29}O!#CrE&4umc*%;;R&#)N$cdA|BmqQh~+
zF>*ux+w-IHj{*W13H|I$uIh?~>F{{)VMa=8P+Vo)?`s-xC8-%lib-Bbht%=iI>#Cy
zpCSE-II7J|esWM<<B{g}^AC&E8<BIHA{n(G^WM#R`(RdI7ry%(!s{Tfpr%^4<jK{w
z{-}<)Q&8Vg(~*Ymo1O$ODWSwgF2$4T8gg(x0gnnZ1Q|<dv^yOeZ<*Vjx3A4|KaJil
zKB|l1QE9@tACxbV6TdVbr#uqoa`7A|k8kpZn_Egdy9=IdFGV9q>i-^h;sN)vi;LP(
zJAo`Xc%-NF+5K1m)lE{?Ut~8Ka;V{dXkFU&*|c_KP{39kkarajhL#t8JGU#ci;)MS
zNxk@;zBQ-HhnG2<#chkyoPIQrN3Irc*ZLXJ9V<$rv74x%D0DZcjTOReK0(qUs3O~i
zjz4OyCz688zZ6Ztmm(Fhdeqis|C$2V-7kF=h27^4f4S*dGotJGi})l@upn4gcpZCD
zwhZg_O9hAK;)30htRmARATcb;NC~6Kj7qbssZTBiPFy~c{2MXsKpDiv{Jii)!Gq@F
zwo13FeylHFzPQ4bV-VB0>%>W0*d;^LZd{OM?inqlMsvQLD)CtMb2zMdc!Hs3_Q)Mm
z)12N5?g|%Pjef~`a(FcXbF|i}@}#T*RKA2G);F?5;c8shf1fHJRQ^EbkI>Knzy&l4
z4!kq(L4bUz_){gDsEs~UBUPJwIrnG7i7^j?mUuoJ(|%dlw}n`kM!?Xy4-14qt8GtY
zUz&NGyF0tk)4}ljLUfOr7x~+$!pL)yKYnp!`tv51%La~GjIViLicT|%gLhNye;0OT
zhO;p+2!VCxX2%uEcCe%JkpB$yd<Jj6!howl^L(;?Mt9~5f!DR_*BgkB+LI*KUTuS6
z7<3eb2tbp8S^wgp8$dqo(lx`s4e7`NkH4ur)i;c6)sl4bRxL`7Jx6M{mV7$oq_u%G
z{@!n9fotosUpUpDXQ4kZeXv)_da*@^mz6E%4t_zY(R?WREOc)0I1tM7dtFnpZp>%H
zk8)e;D*%*z!l&6`PEL$jK`?R3F!(e@G=!x5-k6DJKmKw7Ch8iW$+9gc4Cf_%N_Tf(
zD0&k+h%-!DJ9+rqKRkpJgD}7Y_GHGe4H!#1ii8IS9s%|*naeTOfEQdeNCK<#dSbc^
zF3OhTaD)?Dy{HQWRW!>9S!V{4SYP&!Ze4Q00t=;ioNsy0ps4-nLp2(pM65eW@QppR
z6{)L#FxQi-7s~PG^JmB7|2%nsap4vczFe{z{2j>^>c6$+1`qv1vMc`Q)yw$z(4=qi
z<4(wjzNkS-^WYyr|BI@(fQqvFzQ>2|P!Nz-dBH$hKxwfh6{Sl`X^^g=F$j^@00cx{
zKtMte5QaudBotxj83aLch8&vzdB)Fo{nmdi*K)ZOXP*1qd+s^=?7dG7bV$h*!qu4t
z1w2au@5Ne+1YNq+oX1c**Bip;DW6rI{dxBCo9gV(gvo^{VVO~qIktOh^nV`-bOpFY
z@7}#@l_H8ZdoF?q<O=##uqnu4oLadE2V%PTjzewaQ=aF>M;+|~C?uuQQwsYXcYpPg
zf}x8K__zi;oHSB!JSa&FPPZiB7JZ<-bJx(&-wr%rMtom?lg7Vrt7lzdo;$a+RUxZa
z(6{G%iM-53{P6vOEeSHIl$_;xI}LW&Gg4}53AQr+QyYxPK4@P+9(&j9@NA9Dyd8?Z
z^>!Yey8w4|4csh6^YE6Sd!fOe<1=A&l5_K;mw6iqoe8W@+a~q;XK7{u`)BnU-Jf2`
zwAf6qD~wdK^j+!gzDoXZ2}!ulZr;2JZM>ia##SEa>~V2(gF5=u;6KO*U*IIVMo34`
zFXeRy97ToBFBJ(4ex%V*FE@#E{stX^w-1I5;w7H|1yUIW)M>b-A>)K6IQ=5WCzIEQ
z!6_yB>$&Tr+tI;3+e><jbNqE%SKV@$Tw!4&*-Ouuy1adPBl~aUiFAHibl3;~(ojO3
z-JWms_snyn&-+&M$9Zg?*(Lj~+;|>&x1ikB=2PugTNyy%K<G&dh6en-kL^8`mPPX`
zalb;Bcd91O8BUZFJ~J$!4))S&@<QGAs+8E1*y<05BOx}D-x5AjUO^$ovr6l4u(dVy
zDlef*4iD#BN^8anTBHy0>fn+ZfjKCebiU-2KGqvvBv2^$+a_inRE|JH0R*y^ZEWGF
zI>M@;H0m~!@7d0aWkXXOY_Za?b0B9hJ6K^Z{f8!FGeYdGcVXTe$+hPSZ<@y3&Qodp
z*J1wm(Pg1m34Cw}<=ED(Ai>9%!k3s&AS)jK(Q4&Mxbs(@;mss8$$v09@Xw6I8$EXd
zsf&skP-2kdKatt9z(Y44f}T~)Z1RkM;uBhE8h8HQ2>LkWSPmp|fSu;6fwlq(H-Jw&
z)uHE@sR{}TYI3zWTUdOLR9um$BO3NhF4Mg#!5u8zeEOhfWf5z$G`ANu{`X9L1uO!n
z1wf~%_n~R^egI!_)+;5P{N)#TX=*UUHSYOMjN0z7Usjps_Ro7Bhl+Rd3XYxpZUwXW
zH1G81jhFV{m$TxbMOnGJvX+WxjVuDakvL;pW<0gJWp3#=R~_Hq-_KHSNS38+e42)K
zf)A#v9-6WJj^3R;*;xLG&J4vE2f+soA0@osEKcE^*1foV>y|{iNA*>Ehv~=*>FIxz
zH3oKXV!U}P4@l}^1A8wVhQG4yIf)<3rc)z&EAQifgk{7?N24gliIbJT=9CadAJ8M>
zCy6tVP{Pu6*^`1*aU>5AVWB1&20;(8%o~nC!4OH*6rc-fB)+6L<!#P=^X97@d!{JL
zOZrn`#lrNjGcs`AMq^~+>J}C{(7!$X+ql8=7rwebZQP8Umqe`9TCiVt_I1V*50$GP
z$Ks-#?wEN8GC2NIRd5dZo)AY3krwvDF>hseDJni>{i|g38!$J+gz#>-9mVv6mDaxZ
zeQRF{wXBtO0n0G73k3xGy%06en^-wVKFA3mT81vW)`C!OWe=#wu9cnj04+gwI1*h0
zjU79?C^z0jEzzxyhK7b@CD_c}Hs^AaUhg!uijm&)UK33;<O=7R-eKY!R7=p&8#1iM
zkM%1hkl;f<!~u-kMV~DJ&tv3{1QfdtpJb4)Zsz(&^{x3m%I10W8rP^hVYD$VLK-3s
zqiaCRXm#7eD*ox28K|Q-CqWNlQJmH9c-eJpIIe@K2bzXUJK*QiaxW1ra96^av=av3
zx_Qh<yj9bvl?NI(85RBBX)(2?AejQ%&fz6MHgnw-lm!pOs4gWRyM0al`gP8wzYA!-
zibzwLfPs+c<P35RGTZXhC^>)`eBV<K6n?~vTZ>S57bFvb-fb@<nxS{NU7XBNsqHsD
zPoA~o)ImDVh&_NTD3!kcmI3$@veNpon|*SCyqRO=sWlp!@3itf?}&4v2mcx#8{n0o
zB((SLo_@j7e5YB;4=riK4E>vTC$EfOm3TFo)Ck1NPJsxx>dS^=N5|pc$?wMcIC>tw
zU?#Snf!r&$j#pgXt}{y+QHrxzF+XykSQpW&=6XbM5u)^5gHjjHccT@1RVz>g^7DVt
zIwEi4yc8#K=?Il827O4(RUDtmrV_WR>$Bm*LrdMbnNeBec&M_jBDzjqb-<p&?IgK+
zvLfqFfYt#2CBzHuK9GU=$_W4>nz8%B&c8EMwnmC&=OGwuWPJw`?c*AWH)izUPo^yv
z;cX5^D?pI}NEo_xW2-=ig)lb{7%c4aW}Bs-Q&GN(kHzUJ&HXr#2O@-{jJ6LG2V=r!
zRL`;cDm3%xVUB#B_HHP|(HOWY*LXkAd&lw<3H&lQe>N(yP?YRyu^sICI(RHSW~D^W
z2tCl^Dsg|vi^UnXo>NG>#7?b<-d7G6M%ggK5cyGk{2v4v@2*aXfJ7unRVew5xl^en
z2;ko5S1)c|$<qJtod(%>BP9JwR-@Z>xc?ydrPi^LxiwoKVJ{x*T*;Yv(sJ*;!Rf@A
zg{VnI#OsK#18*M)lW>_nd`M?lkK|s@It|!Sx~eGUwbX{MS%FHevxbz#+jjW;og9q3
zr!bjQ0a2&sx%j2O*T|HVeuI)-Yj5k*gz}GT>k`8^c>}bmih^eqwr<?GSoB<d(TjBz
zoA-=SUKwq69@O}6Pu>vWFT7iTNx22Z9Jw@pr6x+>^s<}<HZo+aC@BSn%1IrmW~p9h
zd4J;R>xY3;DW^Rd_7UPvYAT>wrh)~1v&0K@!0<2VM<GEWtvh@6Pr1fQ2=rjU6~ix`
zuCo*|3(^wR&okHvb|xQMjo}_jwp}NDOOMWspF;f+zezXB2i2nI^Wg<ojzm33No)fN
zP^R7>NtlwHeYom11kx*GV`jFW*&fn*r1KFb)q=hbr4FD2SR3R#s2K-|=p}iD5g=s&
zc@c<9CsN-6a&<8i&?kw)u2pvcI#81#CD6WJm@|W(;E?l5HDv6{J(HE0QRa;!aLPM7
zJC$EU)$Yz86I0jVw_530rCe@0s?~R?)*^=7kq0mr+B#7etxva!!EtCmg8#@y#kMPM
z#Ww=P_@@0LFPhD6(swz+ArN1}0roOaFmt&1{7Z3J-qKU#`j3hG`j$0}heP<xNAC#<
zDOT_1r|Ra|34aUQtdHd{n3NiMfYAamJ;C|4{fInx1VLIzpi6yoVen>#i=qo8{cJDK
zX@l?pu2v;R->~KX2)3jp(6_)tZ($*TnD-DuqB1`bc6L|OTWzI~)hlAp*gK0qp~k3q
z8-BtAI;SQao0FB43257ZHqpT89aX^e5elDnpWkQrg#R%OM#Wzv-*`$Gwv|n|@Fn?M
ze5^6-mlLrfk?RzJpml@hQhvYVf5!m}11W*E6wf8fsajVf(M}oo8)zdCc53>33Rr&0
zKZkZSz>^Pn#XEmFL30i8lR55h6H)$yzRY?JH<8UQu-$e*8?=(fE#}Jhhrdpi^;t#`
zK2%5D=N^a>9z1yL=ExjNcN)nJ!JnbS*1qN<c_Yo9#H&z>Vmz83hjx^lTbLXx0O3Pb
z)%o}NUn8^t)|mAwsjg<kdN=YsHBeZ1IjIQgOSmx6=3Hu*H=mAk3&Ke0%zX+$QZ(uD
zhrpDkRV^Ljk1IUnOK0FVnkDELj?(Its4Lq=lrS+YVV5|r;CdqPu<P3jXuCkNP|O#$
zoMs2z6KE3LuEoS6D`s2#=gAcPGm*zJ1z;&7$9p;dh?hBzbiOHWK-7s3I7==gy>c#w
z8Ve@C>4)R<U`k7rN}m&wyt(!5c+qE&%)x$}@rTsODi+G#W;tz(Y$+GHM)FFT&r4Dq
z;B?J*e?6-xb$7w{;3x($#Y@LA4#r$iw(!PXnc_X4c+Dy#L=b{$G$j)4JpY69b4hD_
z_#8hgytv{!u*2O{D=e*DG~wS+=K`zu!2<@!!!bj?05?FpC*%V}I2h}_Qod7{a3$-b
zYs|!TXh6qZiO{_QfD}|<U>)MkSE$Y5O(f?!Sk?VAq5e`>QBy}XI*3^@=<zd;0H`cC
z0c}*G6SgG&!>v5^m%on|JtMD?4JT3XP>1bvT}o(mw0RuAT@yIu?1EYSC+T`!pPM)r
zY;jQMg6eF@gWy&<^1COl<sRU?pjv{6T60yA*<T?)1+j`VH~(#2Al?aQ=4$q>iJn=~
z4k#z<-Tc#tZziZALGnr!Kn{UCpneV5eaBHu;2;mx{&GE4#P4P`l3h2HPZ)F9zb>D{
zO#JBh{}#H>vY!0-aN_s}5qcKdh-++wPgKCEhpqugid8cb-hd%1a8f_a^O-uy@h;Dr
zwDLgbAtUt2<wG#gC<YQ9;Qn8l69sKE{HlMXBXStNG<<bE&M4h;F}IugDty9U<sc<2
zduevhK6Y7+t<=|7Rs-e7N~}8Y*qo`0jpBR1zO&a(>-hh!UitURbM)79`*wfb>XU;V
zj&auR199qYreoTDQ`{fn{(#Ip+8WtX7Z7R;fa{Q0>g1ld4cNowi&$_Da7~hj(g=j#
z)zx2feIXZvO()*@B(fGT!j^l|o~)n_=8fB21%<tVWN9#NhQdd&MGM(NrJ0Q~#BXA#
zXw8Cg^B9WFuRCGbIu7;(<2#`+VrWy2_{$+|+eUrne8V5gc#1Ea>iS_#N8bi;xX-EL
z=XNOm@fE(wprAMJgGt1E;jux?OlDTso}!Uc%zx(J`vS+HdWY;4_Lv4c^uM5nxt~Id
zl43p~^8h21#L;N2tqD*$(A)mXn%SvAIs!h3uxBCZA;X)O9FKq#Kz=@7`c-ynD1$x}
z6|In9oZI<p&%fjbf>KQ4m8tJY>d7adPk>!RgIWtv5lQOEGk4eZVd<lmM0QEV+Lwdm
zuBoN}P?LIVTe?)(kX2`F>FqNKlo<!+_>TJFpd`gMlo=II5z0Y`wr+FWBQ$uAFElWO
zQE{E+wrRY}2(-cG^P8J6!%g$Ik%xOW8F`vF{<X7w=Rwhf;jo`_kjN>-Tg6`PZsgHa
z&1eH}>?x0t3PjBBS_#+I);!d<c?QEPL9x<co(B3(=%!)4!GMq~(vHs0PxVQO%9NE#
z=Uwu_>;w>!f^Z4Wa#tzH-(P;cDWc4x@t+={%yQ?Po#Vu?N-Bas4Y8k%a$~!e=lFpA
zOr6S-QV5POOf5jR*YBQXC%hF?3yb(j%ml4tQvW?9@*Qhqp{cp5r7SpuSskwEQaGS|
zSI)R&JtAK$3NeY#RUDXm5aJ<CEtY`l1=O?-J?T*hG#=`fUm?(03U)ps*D2i}+#9G^
zJd5M70SC7*x`vdT%RcAE699OL)xS(dUT&X>o0Cr>v+zwP;9F0Jqc)oYLvgiyo7-)o
z^&dMYwRZPfdg3E~q5Tx_Zgpy3t_--o<@#R+=XpLel=R3t_Hux|xB1LiMIE6SljbZb
znjn2X8}r=+5@@(8{Ae_d%Af>P?itZPc>#0{;B!Dt0Te4Jr$Mmvm%Uy+w)FBCF!d4{
zq5M;M@pgo?*X|+DSdARdi&kD?`hh-U7^m`#<aI{*>6C`6Av~L@mXv0J)omLp_(mLR
zf3q<3{NM(l9L}G^QiSQjS?p67FY?0@$j$~6f+xC%Ad7Ebyw^wXCsrU>!RV(MD_!^4
z#K=bY$#E#;%2_5Z5ltX_f(m)}oe4N4ss{5$T|Bk|9qTf?`=DIjS}TSYD`{t>{<{m{
z8#t1G$xV(L<Yf&#8+g6W`0k28!@~;nxV0xUUbmjZZ&y-6)m{C;CQ}B*{-3zXhG2k)
zK&lTA&w0<duRNL;(po`O2bjs;y$s}yzdBM~dOn<51D~1~#h0c{Teky{lyji6KJZBV
z?pLRk@E(I?9;D2vUE$KLxhH@CaiX#oAXJ@P4hC27o|>MXhIS<Uhwux%|JM&lZptq9
za&^egUWhGra*Q$8xA_Te=mkG=*kdrwSZ5q~m{X?EY_KUooDib4@cZN5ZHVUI>?4>|
zK1j7QM)chBsfqKK$k`<TI)4HZ$lvuJM!$sj<>y#{+%@B0BJR}FmbOr=Epk|Cj*rQg
zkG56A3Dnat&k@?3oAbaIE$D9o>Va0@m$|vqv=KKedjK^Bc&&X4<}%qnH^i>De<GMH
z`zap|BIM>D3mTgeb^70B%kp^TgJH?IzDZy1IF0h&a<j_J4>bz(-l{snW<?^*eD5<b
zBfMMie{Vbx-nf3LI7q?CTn@hmrVqs~gK=X6vcT@VThJ2GTcY+#8WBsw1*?<WTyO%u
zS6PoLlRhWNZO|6-sbj=V$T7o(-}XB$uS2gG{Igh^XD((o?4Tju7tJfLjj<qV4+{7v
zECWc0$@;oLHKR%=S4Zn*N&QU_KNR|g^2fQiek>)MG7y3rSlwMUIs`^Pk}k$t-&cGV
zOaX=r6|VTGn9!d64L_=C&Bc@U4Ov3rs=ksYtHqCZe^_!}exH9s0E6tWs(X6*-jQ}?
z#;Q?p0is8xVz1RU>d<I3B((92=r@eadL4hkntkik;TpilKy^qi7Qjam;G5!bs1h_K
zD%aUATU*t@m4mY+mw3h`s;9#A5QcZbV~)GS))T8X7^y}bNg=sjf)u7#Bb_J{_RbUk
z(1mde(Ndy!up&<zx^S$c>zWOtE`64_eFWLFPxJ-O|EK$QY?fI3&-GtuFkTSvR4SSn
z=I)_Y-DaAs7uu%vn&ddmwog|=@H<5b$QL^#j<6;E496q8$dD6uQ3<dH$(a{mYiX6x
zruBGZZu!~tWs8_c^XzaTK+n+b-}eS{4C1}>%-3MQgBDYpBUT#hNZ~Ib2LQbPO3pJZ
zqryw3GrUkKzyp?>nEQ4E3VZ2zqnN)^n$CY2zTj0bnL(pXPL-~P5-1aPDTux3p}idY
zD|~)a=(q#3RqclPaT)`+^zq?H9=&ST`^wU_HcJtO76Mzt9&fw@Iiy;Thq>`=>y$@q
zoFUMe=;{*u0)<lqrs_7t+?RGPLq<0D7cf2YIHWu{Qo2>Xwp{$frNOuktg}KbpU+&h
z!JV;BTtM0Z2cFG3kS@K=KMiRMoA%jGI371_#U|t6I=rS^Y-bE9+q^|Hk7lMGzK2O6
zbR@1M{g|@go|HQ5wr_fq40x4d>iy|gK0-^BuX3&)4RtsW^y@hjs=L24t21ihja!Q^
z*ZomW(gdjzxDBBvgji`nGXdH>XxxE=-z4~T!$&~H*(-Ne232w<j7@oWWG6_hFEMbA
z>ZBcqmkNRnKRd$}cUI5?QWL2E8x+0lV#B0q&9MrL<zwG$4_sxEN7wuzs(E{#lUc;*
zcR_0m^1&b~d8?X3CPsybifz`*54Y&9_~pLbud!M_eNGynhIiR>kPTme*Mh`=f589)
z0`_hhAgc(L_C3d=!S7*t2ZP0SSSak1<is{r=H1`AR7>LuiNBlPVo9yFC6cPlL4=(!
zFFVT^=q*f-2DkrG*|D7DY_AMDV|(Yf<xX8su3xiKt@Fq@k$XOUX1SJGw6M^Z{=j*z
zB_^z!>2{#*&b^JW+<o59i-GpFe=(%ww{V|5ZMg@z5zs85N^zv^EXDhe$43AOaH}xz
zxrmGLb)?L@Tn~o_s2SmXQ0v0+JHiTE?bakv3ZTjPxA>(nOJN?6V?ij+d3dQQmfUcG
zwuxheDK=g}ysC><h3*5i`tz}nPerLbKKltRoCjOlI^s?PZg-_o;GpS5gHWB|W+q+e
z=&vFRUTTWs0vT<N_VHMQQc91X%5Phidh^_<e<mfyP;00w3tIY`|MnMzZb_ya&#sQ^
zH7>^b;`xB7&q=UhQB2_|<>kZ(e{|sb=GBvUG9-57>8(N=DA<WlU2vqWR;y@h=L-y&
z0iF4yP$Ay_h=N!@5Y-M%34rTF!$B<kq~%xjBtv+Em=EwzEMq|QYitZ98zkeF*fKEd
zkycP>I|Ifgztd{0+dFwQ!PpPc0<h-X&iff({W$Mk81gDV7T2Kpmt<(2*%fuPXZ-OA
zIL2L~Sg5V_NG_;swEH$&Kkj<;TwVP(B1PIH2#lKe{u<91U%q`=9}-U^-^EIKV!4Y_
zX{K8{g8Nsw4l8gywO&fro%my>A`M_heBc|J?d524bP=4xtI&cu72Da%`cvHaB#L<-
zpTk6OS?TY;v+pgRYHs)&+J{KBHVVjgRMUW(6ezoaCJZ$$!)?%LfY2RU8_~si{f<G^
z18~`V_|Q-)G1ioKl98>dIqz3o&Mo<X;t7|hf3GV3(rh%X;AWMF!;(fcCUZcx!E*P{
zX9XXsiBI5R^99;5@W$DE!Ey_(Ro&+C4JzVc%*dd3{<JGy5qh$Y?L;R6Izp2<`&J`3
zN+1TCP)LJr1bpefOfIu1U}-|t-82?5#z+@(#8A!x_f^l&M<LG|`Hh;UrVV8iOIm#L
zuDt-990$MW@My3TJD6H|I4=(o&oBC<#(;n8iHx4B=^S_eiKIAV!wjCQ(8jnrR!I(~
z;^N|$wj-K{5hmA2#ff5LzLjmH@H~_(0;a0Ua`MbJR~t#g?5{<U^x>K2FCNIl{AwtM
zkJ(~I%g|~?k*{Gn;Smvk0ATk)5p(XM5oo9=Ak%}YO*mJohIB9cOSj`eZiKb+?C$gd
zV@X6+5Sx==6Q&fB7x!OZ7{Flqok=06w^o(1|J#2`R~jAcq^2}~<o`Y7C6G@D(<@(N
zIYT=zE>oG<F_y^j_)E0)hnxq>JV&T0;2vC21_!%htp8{6C&xizbSv*?5$^A8hrl|K
zU0|U`b^sSUYzCra5Db98!-{`JKDFzbF42~!c4M6{c>$lcYlfsro(+Qgi$l)cEvVh*
z;^REx00ltO@eAhBK%J2o5Kc@9m2TZ}2wPsiR%Lc&sZNN-b$_FoC6`Javnn>xgY$kQ
zR_pcZHk3^ur>rtVa=!e>>#3Cj3=!GJ#YlWRW-AI9iYR1$){f#_lM~an>rM8eVkQdt
z4xm6u(}_WwpXBs=&4>c8gzxu>HzM5geX_3O#{fuyU<!Eutwdm*`?+W;UgiK2aN*sp
z>0=WjZkyw<nJg2aF+?iUK@H|m;g~jeGDDG0_IYa13ntV@Gz*|>Pok`5d4hk9!EMm%
zt>SrA_j8!hrjd~@q{RTh|MlW*pr+UyIAAq!Q~i|9$Ao*dQK%LT9Pj<kjb;FXfjKu{
zJy|!d@3zC;6<%JqLWbF<Zm73pwSgxbbkQO~#;VQn<Q=5HNca7yo@;+SA2kJZMz`2x
zAvdS%fJ+20>XF5jnKr~&^+nzt-pFzms7B%5fdUhD@^CcN)4(k<e!2D2U9lE^92y>f
zVR}HzAQ=Yt9RNo6JWQ}n4=r8q&CZ*DdgaADB8skm_wCu)xDvm#Flh99{K}!EPHeJ(
zWuH<Hnq{L1+_BUV;*XxXEfnoOpU|9;a3%-#D~}BjqZ5@vo1T1tn!WC+d^$zl!HI^Q
zak=p?i>R%qzFFP}ZpW-9Q;J|6fF6EUp=<0K&yS@wSnr^RIATVoSAD`!`9p5;A=bL&
zi<A=%D0ohhtrFp$gjP!{55()FLZ_;tPB9gc>n4@SM!9_xwUtnYLq{a01)5VZXI)Jp
zSqq3pF4YsQA+RK%QG}zcd(!k}6nruS2Jp-RJR#5E_z@Osb<qDo2e5ZOF84;d{~Bet
z>buF7Hj~uxE3-os)t#c%o!rF1TuI@?M2`_CE{~l(G2v4`Igek-{y#22CxUNjX|tm&
zgAYD%Q%sw*zd7Lif<aTqN;A_&v>P~Yb~@a-Q#l@aPL^)BT`ZJ@Ci(R#M$h)kOUduo
z6rnjH3A>s<*)_Ai1LHlYZwQ=5pvf~C>La!zzhEHjkmK_q?|EOD1qD)?wQB(+_6>T0
zkfs9#5h+-kz>-7`KbD^k)GI-}Osk(C$fIGKoJgt%q0Gqj3B);=EG~mqA~;&8UjHzE
z0k$c;F*xYRe%f&=H=z%=;wSph`mMR~DIWZBPc18SV0H<bkj!YC%&=%Gs3QctsoT5O
zor|2kHr-Vx^_?o?VoKCA(-3y=#lQiVr4%jE%zVfH@*QvH$q*$ExVo>RkN$XtQz&1j
z(Yiz^$_U$fE);`X0H;q-M1Q~kWhb02f`V*=c)ny_wv~s+20&VZF({^|R%WTr<LZ9v
zd<&pKQu$-D8WaTSBtT=Iwt#vPTD0I<2@cxYt&|N9gEuWgje>#>)fuZq0B%<~vg-u2
z)02!K1pyB<JLBEJ3EM^M^`A1W&)_|4iDLWZArxKI=LFAd04e}81PTBOe(ukJxAI!O
zq*d>5$ZA#LpI|1To!YA&ZBDws_{M$Cd9NYa&d&NT2Zvh9__Q5<{)g1`lQ*r&TzX%F
zz!INZaM}HI+dtZ#?RM#R#y-=(-ARGQhnkjg*6Xg~W7}mVWroLWhIV<OI|Bj~$ifA+
zV)$lV%V!IP=@Z?3T#PV7*olm1GyZVup+$d9;&^3@uRs0<_W!pE|LWudgQr2*YAf&9
zHg~n(dw+_(I~+y99)>owwkwR!X%0mtd4R4X%5&~V4jBAB#pUOoWQ6uE7<xkwD(M&*
zo`LjM6P?hIJq&{2IDmsS9s1<_Ar{{G@PK!lg~@Wa!FX_b&Btf|t5}b<TnTa5ca&OG
zuN~Rw3&wljAq3kLF=UdC*EF32Kp&1L^yG1b;sW{CyB9{?ePCqvq|?7Y%Xvl*EI0!#
zFRwf%ofz4rd`(!ouM#324?4Z?wM&6gUvW}(T&uz0M0{D_Z}9Y!<A8%%^GGpA#FRn~
zWhSA?+2T#HXo0>ipu-%K>FO7(xQ{xbIM@Fy;Hu4WJ}dR(bpN`&UWeBLo5Vhxa@^*m
z;7xpTjO7>Lb>Uy9uI14*l-S%Gq~PtD^IN$sp!~3tT{3X>!IxE4LNQ!=aFf5Z11F)C
zUPI2yWX!5`d6_Lyyc0lA(*gO|ZC1gpve{^i4YMx#W7s8=)?i%l;=c*n@Ofq$@z+!|
zul=b-6}z)UH(T5GgpCoE6LkAvmt7N;j>W}YndW-5fpR2xOwsCwm1l&>IjXx~WxvGm
zD0jk+Yl6Edta8&+?w14pu?L_}QTGzv+|STc0)a$ffpWk*&Cq~C9q6#xw}$*{zeGya
zur|+mhb_^5h<YWI8LEIP3ZQAosn?|@2LumwI2@}BYUh@FW71piTiFCD;kwg;YvRfh
zDnI%;(JIteJTfu^Y%U!7Q$p;39l@y=xqczkw?x6oi4R!pD6<d$8nw)*l~CTy@PRf9
z1rJr-cHZi1%-xoL-<NE7ekAT3Y53C}Ky%1LH>PZ_4;8BWRp;(e`08-K_$hZ6--ZMX
zI$$TCpk(yiYB-?wfu<B(#Ie$El>HCKer&(|x!-m5nK9>OpdashgH<`$4prtDoQ?v0
zseM_8Qo#KBg&WyFDts+zG*E3Gey^QUrlb2hl5CBq)9L{ym0lKT;6PV5>k`>Vx6S`A
z7=D9bs6`zT8neG}RC!~TDJfxTU!D0gagaUjp{T`ryeu>fbRVN2*N3&N+KlM<E^9mj
zwFl6Zy7yO6X-usflH*xVs}xjM!-~Ph!M~khJA(z5wbW^8e|tIitOTw41%W)-!3EvV
zLxUpbSV++P{%IN=<q!2>xw~m}A&u51HYPXqjwl>y!9U=z0G7BA+ejuL=Wh<dgO&r5
zQ7Bx2=LBsXXL%6b0A=FDOsPw1Ow~&}m!p4VS^<CJygU)MRPEH<@`~aGU)Z$8g_vA%
zbBdzCy$^<DKAVi}zXk$SbwYT;KAu5&N4INFXyKmG`8lP{slfCWU^5;wjHBYw4F|rL
z&Bx5wu!Zjy{PB(Pn=W&Zt~%eLag@b5Xe(*Py~nhh|BpXx;AfrB<x+JHx@;Nm*xtxi
zsg<V>Z<lNbdIq39Mf1Dy?*U+F<sq!lun&E5ehx+(A`J194HYgBy5V{v(`OPFK%f?l
zy$?6<!-o%%enu+5<mM3ApwXh5%~xbC3#l{s(+eiJ@&74m;i(Bkv;MN&|2fd3#4LI6
zKv;gqL>f7~&x|wQ<=Y@Vd6hJGUzWBtVtYovHM5y**^mv#QZ$c^BB`Ikxw%;*29w#g
zKS62cFfa5BIrODrw$=k@9^K#~?fwX<?@@9D?{7%oP>?Y#&qO9@(-x%C)L6G@Uc-9B
zg*l$f=ZdO4+R9^a2lgqHsz6eSyFxY7lL1<8zGw`v&R=yRp4w9#Nk~^lH3LZQqw=HR
z<%=N2vXT*b7L~srvYELa`aC0Mk3ovh$Y)2hp!yA*zR7}cWnAZde82rrQQr8@YH$wy
zp=qoat5)y%ex~e-M7Qd|g`W?RJLFZ=ul_O%jh}+pGI{5&nKrB*(4iQh7gKET`oqP+
z(~2zfu)DNDU2~F4GO9PCF*N2Y5Ygnc0rwZ2DuQxqRT<=qs+Sk4CD{DHBRM}`xfdvP
z(3k)Rja1qmzN2whjKHe{WS#Od?n@h%JZ`Q&f3S(%J*1oi=4<owXOP9aSR?|iEbE*l
zysS`Az-|i#>-(bge&QF0m#j<FbYFOe@28KA6k&IOPQ8(tk%T0`8`Ff8bw-JMq0gyS
za!G4*00UC}1UstBM-8cXq8r8RngeL995`wk6n9w?jzqU4^?_IPBqaTiCM&{B2WSfi
z)LKl{H2A$!OzHr3I@tyCF+>2e$F;A(pXgS;5qU)A#Lwz45M_v=8pDM6)I4a+jIN<@
zCnZo|>zCPkt|MRHQ%;|baA@Oqy%OE+k=gz3okn5{okar+saxZTP*+#K{4KP#RO+f~
z{npv%NDeUsgC_uQmSDtx!?7H4#wM{wTZ3e%gzMNReHE&b)lhC8y4DF!@H7e|n{@z5
z=<w;bd*5&RwesNDwGp}~Gg$hAPPbYDZ1MmugB09AW8o)w)k5H#R0JkO`iurAGUdXf
zhj0^pIDlaMU;54;Yv-p@KGXdT^9Pg1-aJCGnW;a>p7C^HOF(az<Tz5ju8zo6tqeD{
zto6G#Gg@z9^Jy=MRlWW}1Br^hX}RDNLNm6{@jIu7p?R;SI{(5d+nw!-u38)%M1W(#
zJi_Hp|8QKt!JXe4PVCf)c!duRsCN_u`y(s>7?F+sp;KQi0nCd@Mdccn2uqN005Tta
zA9lQ8La|bg$aMtoBxg$~z<OaW0H~*ZSERxC8^{Xa{@f=A$`lmw;f&{bu>6Jo+&tfb
zr4;tk$^wq?XK=@JjxUt3bzA*kwtX{Xt&g>#pbzttDWSqDbtyA_bv~n5s3TP2jS+Aa
zV6Tt8k4YP%uBj7hkT*Md>VfDCLP>}(RH_r&9I;Fu+d7JGx%H=iDFQ96x9D{NiXqt9
zkY%Jsmq1Zd;X=g|lRM=665S)k98z0aL1|qY0aKz7^V=3p^O1_J`J*<wgbJ5cc9^Cl
z1@z<=zzbodO@$lW@=&(^P57*8G~P@q0?#W|hchM>u}&iQs=%m`Y{?DnBKT0~TPUwZ
zojkGGtrotThi01XM1NWw_96VbPwaA|soPUg*E%2i5P9H8eqA_B`elFoU1}6V^OSBg
zNkj<at(`Y}%8xDHP0+5B-_>w<o-=#fc*bIL$$B*K8vKlz{nEAuzR{8{c4?zWg`PsH
zddpJyCBJTZ^zBlJP4KXA?*XI^qcwkI0Y4eo4r*GNdXKbrbp~W1gKIz4>~s_ir@+mC
zhZ(P!YUmELA0R-3UybogX*D%A<CoBWgWh_m$F<ZO*#mdZIY&xI!^EKL&o=`he}+?u
zuz74EliDG`0S}ZtMY^@%803mT)B^rS2D5!E*vx{XlQ?df>6*RUrR9f&a4V<20_SJH
z5Y)G3q0PP|lMe|d?cag?e&`O`RbHj|OwYRe+{=3+Z^mw(<lEm9e*9xWVkzOap)_)A
z4K_bg$G+NUzQtDSB+qn>>zV)FLB#xj$S^bLITQY6QIMC_=78@5Wh`KRP`N<>G&~EB
zdyS@fI3OAfpnF#RvJoCQj+@%LSx+8jvCnZqS!<>cAZ7@N0YDu^^FTI*A~^fjgR5>z
z3rxU_1eO~FQF8zLtx4fZ_c&y|3NCzcSKQ5C6<>cYBFL%0%c9x^oGd7hq0t7h3Jy%j
zHj9;mMcfa=12N(YH3~{Mk_KUF)h*-<vD%X6CkI9mMSl1f5tQR6+DVkmCevEodrh}*
zS`7_px9Z$OfL{&v&5VxXr{}nP-c{~}<y4Cbr~fN_ijxefV-7{9EhW3ftd+BAx~h3U
za;SgJRkyE3$#6tEHrIW1OWDhO#+%yu4om|8^+ZYz;zGTuOm@})Pl)4J<q>;DVq6>2
z)tXqC`sAv(4g&->qwmAU`Di3Aa|rryTc1Ebu={2!D4nhZ{)eOv=fQeRvin@+kTcYR
z;D7;aC+J#(6c~rG<^eM<!@JNV;Cwns5gJh2jY|@yhfSi#`OhsZfEz2TSjyaeKH^u)
z$W<cYqTjEcWAS%=YwlWhUsT(p6|q=febhBpGl@mIA(3W}0ig;1koXYaSDfm>jNTD*
zv2kI?+_{G7e^@cH@TK-{6Suo7ZhkCI7{&N7Z!rTo6zr&1@?w0<w3BqNAN3pV(M}6(
zT1d^5Y_Cz_2MCm|JLBzH*6ZpQ(qOm<NWOqb2GtUn#H}ii7dxeh!tD>I1YRGG=j<Cw
z+Sa~WCowm$B{}&7SPXF5K}e9gu^TN)WnqqmRLuXt6&U_FCxFmXQ%5#Z9^8UN5sZ-_
z6e4v9)m})3q2^{?PlN-Rn7z4^kDcG$V+aq0At!LSjPL%}1TLHw0SR*qYfJkIy>7eG
zUq*D_Dh3_)oS9djsq(lJqe3Y{qi68eo%a1`r1i3o7c3*Y$a{t(bMZJbzoY%dV`T57
zKBzAMdqNWbSJw*THVxqQt3P?_F7CD?ru%(&ea(gzR;H8#$`wGCbBw?+XSq7i3Oy2d
z=-{akiV}T6pwP51D~RudVLji_+3;RS$raf8$SDr+a1CVvIMMC{b~C_b9JLcaPunm*
z7g;8~z9zEi<;wHK9?bL2&qQ&+2%wefm=dnzuR52zdYVp6YKh8*SmUYU#6r1+D0wZZ
zF7!~@vk{%uZ&1#j)~liY81+iMV>~kb2r=LZ0@nK^b%+4202Kxln_1uSe63NbmDitB
zL)Ujvb5l?(@R5I1lyFngX#C*KI-0?0Sv`Kb#vg}6JsQ$FfBPJ{hj1Yy%^o1TX6oqp
zeum^UkonchRteF<GH>c?V{_|`)PAm7JT&~R*Ml@#_!WS$0@@T@!qO>rSBru9b*mgV
zjky=~VLu!~XvEzW&i_y~bG9qFQTcXx_<#a^zkxeYufGtj4`eaOxHBDqt~03!Tb}L>
zOu6tj2S^1+0-g~7BR~^4{P>c{7r1~Xe=p#d{<{t&?wB@^8H7R?^de%T#(;v|cWq0P
z{$Py`x{#CsGnJ}D*$fnwo-K3U+|6DiKb4f<JHj1|p&lpUF?uxbkm(Zsy#i#s(f>7&
zpZ!BY^1rebH05QzPK7%8q%<qk^tlLV7-2MzA}h3E?i``{8)2ehmt4Dh@7W6;=T%h5
z;Lw$vxBT1ZNt4rt--H|+OjXh@dmIbCKZ6kA<M~D^fGAV#>Ie)^NXLK9zuHHe*3Wrc
zbx=MzAi6cgF0FALa_#kQuC($xC~j70#Tr=0H4HyfSV$`ue;QK(oR!ZMDI(W_N(r|@
zgQsUTmMqo);0(%~x@42hH$>Omv>T#HR<X+rgC&#PJZ_&~UK6oeH%#1_BWU`~X-=LR
zGiP}Fvp(|nx}>%0xtQ$K5X#{WEWj>*9ZY*xfzoh%!nN@3B*6vx`=Hi20eS{+3fIq#
z{8CG(@jL(~fY+R$@s}XdJ`KC#36GxHHS6D1`x`xJrITD1-IiJR_Dzm-_V9PxJ4pui
z&1#-!gVpjJ1+Iz{%SG!p7f6RjHi2viZa3{_>+<;Mz_9x5qxhlvjBb;A3?<k-I=r14
z?GbgU?-ZlJ)4l|WK#BNMy4S~WBp9lPX3Nh9`@j=|3C*j@K<hC_23Pp)K{SRp4;N@n
zuEL8O%cPnS-ZRjo1!e35Ubr)g=3#<Lkao+yjn%=7m@sdlO31ZW`=@8me4b16Z8F*l
z{InFv&3`PR%%SJXTqU@{0sU*D2xi6sbj5>ozS!j##O!02PfevkOHCQi68H##)GxNT
z!V<g#O&GlIPM!!(Zv6`$HIx=o_#?Prf&B%n;L!t=cc?%}uIs5^KhL&AC?R;EjCO<_
zK8h}E)sh;xt0o-oUcx!3$CP?Cyst4-ihGQ2gHDtr#NTf7K=_6ub#j+^b?WA-1sU{!
z%_E;0w~=o@6NX+sgwLy|Ro!!%6g0M~$uW0U=A)OsZ&*)Lt8{QAA3I91^=lre6ri2~
zdweq80}!DnrORnIVf*Zx!N7*oFOK8D9|Y`GAu%KI`z-QCQ$SM5LkrhFb2I)073Kxl
zc0S-mnKAlBpf=lZ8VgB;(SC<Aj>k-F*89bEe4V5N*6o$1&5xHT0bBqPO-wBu{xR3p
zuZY=C=kEal$v1wqtpaT$E)oi-b_rt0_$j#-1hHZ-Wk84*1%!P3O`*W$-fnJcitbV4
zXkq?(78q6d<MYnh+~uhHAi-Bl9dC**U1{1=b8p@xB1^9SJFp>%4V6&Ct++!RpulfQ
zqAdLnHVMD^LNOuiejQ3E|C!3~bmZ}g7RB7j-7E^YAD|83(pd%8y+>~wkNc!)C|{i&
zzZQC(s-X|f#501+p5!c!@#*L5weUM@<Vpb~Mrf>%=O@(3>vQ^hUmA4dqph9DxevK=
z2u$8oNaKfYEpQI8|3sFvg6F6QzXgeXqn#Gf3n8H9jcgye@8JB-7Js%g+-BsNV2}cl
z=tem64EIFQ@!rIw8s#eAzU*347nqiq`xX_=*93$~N8j_9v<%f9kX^73PypOuQ=~lS
z!QZqb(m9-_@n7`1Zq5nR{w}sYvh`_%rqb_`kmY~go7aYH|3b`y(4-j4X4wQesl{i8
z|568y^xz&>*=!F%He7X4`QQQGErh{nZ@YzVgLn|rp-fCc(*X@4v}FBL_M{@PE0sg3
zTKj3=oxHdB+YU0e{CrHtJ(eJ^^dS0>J&!N6Gl_{*kHVPR9|)UMJi#_()H4<8181i>
zqE|{CI12MkQ|`y*$YVKRKo|7qR_jI}j}fHgM*4oqEU$b(n4y|h{rNM!J|~=HP~$+G
zqpt?U(e#vv1JJEgsvRlNc<!(j?p%2}2L3GxSPO%UJ>kO{d*x%n(ScJPN0krea95p|
z?4?@aY(r}o8g-CpZ5jB0dHIFfWdSRIxPqGe!7>SZu&>h73~XlT+g;NC0u-JNQVz27
zE=t^%YYa4y#%H@#GYaixBnW<;<tpwG8gb|5(M<^IV;iHVZjiNf)LQ&}%j^pudgU%z
zAjofC#1OQ5Kr6TvaSk`wEU6SHLBt+F8zO_s4f^$Skt~t7G1l!chK6lIwAmb?M9k&f
zp&z+N89RE;{dq15HIyVaK^1gsKu&vbahcY3;?j}`%<<~7NBGPq83A>NxKoVPtjEm|
z{#h7eIRl8p%!2*IlI^;>q8;D9IT;=Y4vB>gJT;FE+ypP}G@gq9jHTTNcolHaz!g3^
zsp~Jv;p+<bGrvu>#p;TC#g_uX@nW0wnb@kPAslx`0!%i5)Qt-~{bJZ_QVx*4&lv0z
zMlx%N4CDh)rkm6NO9jY?(sCLhXhzAQmcCTF{Q0HT1=L=Sht&*^TY4ig2kp&w_~=$c
z_d_1)u!(PJc2Z&1Tgky|+?M?B^b4*B&G(Fj4IllxeEM1P#5NqO^7{AL@lu=`oAQQ3
z!>l1y@@cf<!Z7%TA%wpxqV!0nl5y#U2m{m!ZnrT`fAxqUTT^5ubKqm_jBBV~O2a_0
zO=^!p-04mk&=EkNoAA>v7K{(2TK!J)3!WK$#DapFfz1`m%Ni5pd7k;17(+O)_hFf!
zRb?5YQ8`}?**m~z<Qi2em`3AKkUba_^M2CXA7s;X_u?0A{3Cp1^=;P}la*N))N}q;
zriFJE3R6I4<W};s!*+xJ8`Kd)@6RS{EzK(aT`SrA`-;ET>Y~{8=D4ky)2Ni%6oT5$
zeO^t~6&zf4$n^Jl)DuLUzh6_b^MpzNu=@=3G5&E=j(T0Q+J(?zo@v^xg_3Fy-49vB
zcOTNFB5d+emzzQehANC~lmU6Q2K%LL<IDQs8V`B1=>V(qKW|!D6i!342-TYE>S92{
z9$f{j*S=3r>ub0+MPU9cz>a)H4yF4D0!KvDUuF_+pX<PH_R}ZMJcmJX`X$m1bbwKz
zW)f}KKmLNaw`boh!3!uAU!8kY(uCAETYn@q1Exs6Ti10cs8AFe^}8Z3YbfEK_$z18
zd7}>cinZ+ZfHb;4fI9{*^#DKzAl{5XtC-H4!Bw>B-}O0ztk10~#qqVI$_YvIPN%y7
zXqOg#075j;jWxFbTO|V>J1}`!y9Ms85p8N^k!1<x6IG_@kfB?YSlsRAv&AOrGJ!R@
z$#DIeO@pf~o+RK5@c2vG-45TkdlmJeqPA^p#$520IZ7M+N@ZZeTWZ(R{ne7|)^0`C
zJV6nq9fYW+NpJ$TsAL~FA=SDm>HsmFU55GH+0Nk-Q5d#_Qinp;n=)1!dibu@764yV
zH>vx`TEEcP90hPZNR<sRXXsNm@I}{FxM*@-2I~$e@j<HgUvcJ24?*dZWAq~wDyThU
z=PbP>S^?nO8Gq<;19$+qEVTd3@x1#ORBI-B6W3u8+1C?o-9QQkQm3}lF>-(^G63L$
z3fzJHR&{al347yNP<1%A)$RjN_h6sT@1I7y7z#u(^(Btxb4ASdD%Gb~a?l`l?u+8#
zVAs8_cZT6-_te|F&tDN70IHr^Sz#m4cB=*{&ipV;+~2IfLONGZ*UU@zEQzBUiuwF}
z*Fho7UC7HA#>&H%Oss#0pL_yPi|K$U97=d%U=5=HeNnbu@WDVIhEFGC+Veb2u4=b|
zwys-E#Q<=k&^U?v%x6SU#2%0)LY_#Tc?6IlxEn(0$L0@1OJUXl@S{|=>M44L7dT@k
zJLrVRH#x33Z~>47|0Y}*zYcoPV=KnmAy<INhvTS({2nX!SJlB@DhPe&FTYs)YZhNw
zgeTOKJiO+!7A;F?M5StWO?&X&*o>Nct{zW2j&r%S+bl=#et3nHE(^MQ()bD7(Sutn
z&uA~aXjMD0H5J1?y5<8+Zj2tdw!ajBK>|R)6r7GuwR5@rTx8tPiHBBBn@Vb_dd$&;
zi-#`Ex&aJ^fm$n23FM+dT>b-I_yYyZR;YPm<>G#ny0Mz*c_xXY#z`#os0}RCU!)2W
zD=<NSX}4LY#u|8*DbGP@aD_kSpS`BGUd*1D`}DV?_fuNcW?*r_-6_vtGmyF22z7gi
z69Njf)m0nkclL|KS{RN^9k>y?n?*Y3FW~BX9zWvPNq0J1>suz*d$Ei`u3+Ka@dDN*
zQoNa+EvG)6Lu*vQ!?derz1EkmP#mGT#A)|HU7gGB(7)Nnynk{q1*b{vvB63sdne|0
zPiM&#c;=a%&g+@?e_j;(=wUbE(odoFpv_h=G+kNL0_f<LO8R6}aR7Bj;6d%~4&72S
z&fczh+ik6DT<=!}_gMQ>N0)CD*P%m+oufOJG!x@kdGmj1$}EGaa@|5G9vh^4R@FTC
zO%W@9@97*DOtgF%Ry3(-^MYw!EDRfyXBvh1UInv7hyE?pJNY`U5A-V0>M)kOFELe1
z^wf(RqHkg;zd4p)@NxV8#lx%cX_Zj}#zLG6w5zwoxn_MZfEmJ75jB45&C>2mQZTy=
zDVTcxalLK+dDu%%@d*-C|HlPza>}8#2?<Hh%R6=N<Lj-_cRG_dVdgY!E}dK(dGkKb
zVz3NpKM(on>(3mM`aM<gG0Mx-zCjDjz9Eibt)7H;ZG#@E^RCHL(<AX7yE&zf^kDcA
zpD&vc;TF7rFXjtZxi9^2x>h8e$SB(nqeJ0TG+LERsw*&hOWs{9sjIUtkUG-cFLWsr
ziXR9T$~`uU{6A*BTEiOyYF#f5dR^%H`IEEDzK<Ur(vC@*H6N^bXMHAFD;j(!=c~Qy
z_cvSw9<smbSGxYD@JG3Lr<OtShYyg}6wQ~Gl&Gs_DDaJD_sy!Le(JI>gZt7-&bu(w
z5WeCRKR~_)7YM{h4wjuK(!I~dy%1#bRd_Gyebh@iNV4I2ONZfYE&d+qV3#nXi<UNE
z1$TZ$l{BqcTl28Z^r-T-9dop%Y&It3#(EI+#a{Q0x#GF|l^Ra+k1cr&IS){O8gqT+
zS>=4eC+n0&XDMJm_SM`{-iUOxvlNj<Tsh{(6RoACweTLz-K|X=uBgp25yyH14bAoy
z$)BS(jh^bm3#Eyv6J46{w8_awq1g&}G>(*<0S{H+B1VlXIw{T?-e3^ytRTk?mM&X9
zxuK-@Wp5Rea}@n&_w2z+$@3^v(B>Sb74wR9_^ZPE;NLdPXB1qv*S6IawufABXm)B*
z;V~T*O%cI_B%R#Z^#E!Os{xok=3$Q2TE0Rd5i4(Es&>rmBq!>d6L{6v5oGyU!xsBx
z!Qh6A=nDD|FvS4C)|%&*W7_yeu+XD^OdF*IPc3&@Ss7@3l1Yk;`y?5BTtG&a&a`Xg
zP1WMB(ujYOUc(vW+sTOsF$AnPThQcf>86G%%o)YWGu;$T3fy?Hn>HZ(;Z^5vtyiwO
zeK7Xy<EKy5pj$=3_$aEGZMPmnFx!BaeNa?b2n1-@t_G*iaj9Q@L2b>GlCd5p6?^g5
zpQ`oZxP6$2`Jmjy-tlN?V->?>XA{i;M?zb2TAE!*$asxd`V5$9KoSsW(#K9y0|O%{
z$ot)x(eE;{jl-+ZY70kD&+>4O%};~E$AjMi%Tb+bEEK>R)BLePZaa8ye&FB(TA3a$
z{4fR`myy<0W!Xkdb+zNgHb@y@&P>isxPC9x>Rkqol_TepD!4hQ!)9Y^jnoCAkAZ)s
zcyILg9Jjl8bNqYFUn~-v2A>X@$RyiJ@c_jXc)Nb-4)T^519(1YIuUljPaG5$-@Pi4
zLs@xd?<r!#J9W~icD}?ArT)%ah^iB;29kNH2Ne?oGKuRKHRiV4tmLfuw1>9q+?swY
zKDlVYbLT7+6da7(b-FUi@ZN1mcR$vzpMPFpdF*=)H^#DUWjk`2Q={}zYW)+PiGb;}
zdHP#-ION;zeS8`{GEew@v6wG?QO4rHWTXN#QgF9BoEP!+!tQ+QFkhQ>t#rCLc=D$p
zGwrvY9@%r}pwINGCQ?h(CLj?rR+QI=xH45eKZQR6zn^EUE-<a1Mn#U@DSJE=Vp8uv
z;#&8Mpcv2K2eiy8v+l^6O^NJ4wWhUQy6ci5uAMrQ$K9FlzjCu*&v*Dyvytrgn0hN{
zJhJkoUEChX3*8mv#y&<}Y#aqipFO4GTwb|L>cvc$KK9n4IKd({HN3p@epdPD6itRF
z?CxU@WyZiO07DFN3L-kCoh#{rd*m#Cv!I{y$~l(5JAjk;1eThg#o_=KIMh3_c-C!)
z-$AqYPmdI%B32C$Jh;z{US5_@J!iSBrglw5%_^?@Nc1siBUVeiv;!%wFmnfP&ow@H
zQP(5jrjmuP>tg5BKwa#?y27pc-`Uh`d)A`4xeCE9xqZ?c?I7Q|l?St)KNJ=whsvbf
z@3NHvo(Bvfo28F$xwo0^H1Shy(JyT$C!m=oW6lRN-2<TkOh`W3w1Khb7jN?>DO(Q@
zsIO(XVhKR71Jmb8|8z%Q*d>>`f7C}KzsHAPnnoVx#WxvgX^J<gA8LC!=j{`U(R(eQ
zi*B-04_0)ot*sSNHVV^!`?PGeW%_M@^31ifK|XCW=Pf@NW^L!;tY9pZ-TKku?4agm
zg%5;XhABAOAO#@>ulgwq=HAMKCKfbw1xNnv^5B<IP!+6OYrSbf_@_+#+H_{XB#otK
zNCQ*WPHJ*8=wyZ>$3Tq(9}RO{);&vyJ}@*XrFG||P9aW!X4n7s2574Cnk^_$*7k?n
zJfLeFSlu`rpuzq+R4(P$SR9DHhKG6cTF_bBnXfqbEP`x4rQH~)yZCDnr@1;?ob5ip
z+BR^sP>r4vE>a^rQ&!&iy^q&0WA^arYebWmmsK;wUfj?px!O0ChM^?JkAJLhVlS#<
zS?E%@u^Nnv>|6GGW4mJZ&|RF%CLkcir0@!6j22`gAnHp>O2Xvh{)RIdoxjmT-#xLo
zP3S+14eB$%Gk6JS00;)FW&N!-BS*ZeDDBIN#$ea{`%+DFnMy6{H^x+`gsEaAdo%su
z+QZ)C2d{->NkVt%p?ePg)Om-15%Tyk19-zdc+jy%-F$LXTQms<-IfW|UN0?6IIcqK
z2sYl)`BdzG;W~C~Z565&(YNCtY_O%``ThB`+^o&dEQ%ch{C&5NiXCQvoMQI8AZtuu
zX&9LPKWf*{{(BjoRNQJu)_3nQ9Tk|-!QdeAx3MkvY=C5<h)L;PQ|{T_dcJ)}H#p_T
zqGUucqi>wlTVjHmu8Q$nzxh>=13;rPpf=tAvC9aUSVGAOgjOJ6H%W;wYs&7;DaPl?
zJn~vP2ybTbJ4;MEe5U_uQ?e{@9AvHejnNt0!<V{B#ev}Y_)?RWIHsr*=(D$P-?q73
zZz?hCEcp;9=2vdlkWb{)jhz2|<M(E4EgZdy!S6eXMFITK+@5g%oaqC_LiJeDtPSA8
zmyTOEjoZpp6*|VKB;yywn@21t_p{v?E6--?PEbkC{41-erzq{i2JW359oJD{3IuBh
z5P})Dg%k{E!C)}#3^+qCZb)BKVIq~)>%Q|RG>*1yT{Nm*@|UaDJp7m)N1FAz0N@OC
z5jt#tP}jV)Gnc}{aNnbSozMWSBa}f7Qf~6kt4^0d<9VuaI3^%Dto(|E!NkrqN(<!o
ztcFs&Mo$cSzgE+<$qKT;yi<Qj5LyAcb{>&WswtXJDW0RUzu>($ZC&A#T7vc9hqlqj
zLBGoRbS>h3b7yAlCyb46hhRls$ikh`)i2mXkr05u{`qxE3S0*;eE3>DPJsaIWFU+r
zpPKnY^17f6mytKE@~%VjHW5wxl#1|cUG_G!;5LV1or`KGv}4>A|HBbddj{bECx5HB
zIAAN&@$DNkgiBZ<h%$C|G(D@J6CSy6^>`x8m*V)BEv8vOo8l?#svsr(zt_8g@@^a6
z(xTJarMkcR;OV!Fz*<27u8hR(MGb)Z0*%rM_xl%d>(*yu<pp38yUiVH{c_FIFPc2w
z+|0o5wbJ382<QJ*m&2^ktl$D9*9$U0hyd10OBjM`O4sz@mxrQBFv$q)m^y4_fTsn?
zEhJsp+1VdSh3NGp4>v#B$8O^x?h2k8wM^;jBU7jQj2v=(vU(~<7JtmIYjuHzBOH8~
z#S+~RA`6EcvMfMMfRYQX#Q6E@oGiaHusdKQTN(6$xk4s}(TUXXmL`);hl^3{trXKh
z_xwe2Or<<yre;qb1n{b|e((BblPTMN^$Vw?`)%mVvBf@^>HSl-;XV4?tIjxWPvj~d
zKe;)!Ft`qF;0hN=NY01seoo#PdnpyE7NYzO?a@~G*>H5!W6AGF>T>vZ&eiSmt6{DX
zrBb_|>*RhEe+qV2!^6YTtm9@9SF6lK<(-@6-6FR0A~1<p_e7Le(Ue(Mb^VT@bOp;C
zdyXodTunb8lPZJLfD}P)`cuKV4FYD|mFC@aEz#tZlwp~Z8_Ef?q@bj4vk6Hm>((+i
z4_FJgx-8#(YrKPFP*7!Y-4AKkaVDrBJNG>0|AO*AFfOs#)Ot|m^}O-GNx8ko%4Tg{
zx+~U}l_S|>u5R=q)^dq_F0JK5)G%j5bS*9%ca0}nbOE$CprW!efb4&u(c?`QRfAhF
z|M>1$pvTOssczGd<QI8uFxHo$1{%s792^iP%6xhdArq9<A19$_2XicyMa=hkcW3+F
zVy$pvYs`MjrVZnpQS}zZR}1>zeZSx9SPmU^9&OXBNBH%7Q+sA$gP2+rjk%VUmfj0V
zXq(j1)wT2s$KWD$Yvb`r#m$0mg4HB0e5_r%uEfgbe@J<MCew55r4wQRT{Zf@e8q8p
zuV=zsa`Np3`eB72$^D1>p)mMyqF}XX{)cNN=$b_Tm`WyVr96|IOHr{zp46ps1Oj8Y
zuvBdk_u+)L>!L~1Z65p|eD~yn_RqfZX%4jVUeOQw{qg_=&G4A6pC@SH0`ym9)`aa{
zl|EJmz$X|7fWN-KcH`*G#916$+VHsK1;$mk0NNV7_Os8M(GLLC1<eZ3e85>sin%S|
zb=F&G^XQ9nb=a42?<%1{sbp+nA&*XQ9<lfI^qg#U@!e$^-GAC^QTN}-Khq61Xxen*
z(=0XQ=<@6TFY`^2;&(Z|;pR3@y2(;Na@arWc3kT}SVS!y9amoEXlq6J{=j`T>8!W1
z89kPtT)|8kMl@;hL_;j>+quBQEdORTi0hcx!5qV2b8Ds-XR#@L=8+l8j1`^3$zYw7
z3`xt{nq26Rx=S#&#LgJxFECvCvZfyDE+M+ImYS=+hII5G>p;kF_y99IwG?2@Bcq_;
zu#|Z#57>~vbK%QZ1Y>j~<kd<V)x*O>WU?V>mzxM^dj?YZk$RS_L(v;uN*j89-!0Xb
zzX+z0i$1IWy~-z)Y~%YUh~>T+sWqcc{quQhq{5%I55t^~Ct5i=&b>>`@K3*r857*u
z-VcbMe9bz%+WZZiX5h^IS<x@?9oX&~iEf@SDyLF^=Ofm3FcF2R?%#9ACGB%BcElu~
zn(|ZDQ5MAMIRS!w>Q(2LNu|Mq!NrMSBK8q_W4+{Z?(*f!6ducp%Jb*k>m6L@OD5dg
zfukw4t(+jBWG|Rd9RO7Gy$~FA?Mpj2vd~I_L>6E~xdpcHP;z|Bd-f?W2%mf92>;G9
zsaA?fZOvE8|DaZdT)t2|+M6rhpDPyJIF3Xo+Zb^^!OhxUlh7^6g{@gS4z_p8wP>BK
zFCgVbY{uP-&@gD8DY^zOjT_nDu9(6sJpXk6aZ)h+CCK=CR)LHFHG_DkOsXFRjN16<
z1b+fc<)QyR=$(Xy&SP>8ygQ!oyq0hxaNlC#rJA?wV<(}A8GrC|1!fLBN@NN=1>Ccs
zFdMjynPFH|ytzg9U3ppLUIeYqq-%xBS4;>>NlAL{UGNg0)ppoO-TwCe?;ur}21|J*
zLtivWIwN?ks_D<e1o^S2Ikj0mYTL}#oYauT2jLvRyJYMCYwye7q3pxAX;ayXLfJ}%
zM?&@pkCHZ0QIUO37;Cm{scerTd5W=Cie#51#>`kM$`*scShK}oY-1RP_qy@C$MJsO
zzu-NNw_oarS?>G(d_LECo!5Dt*ZH5N_<xr&gSr;!UQWM+7^x>XSJf{aq)}85PvI2{
z7VB-uKirK9hGvq8)e#pfr|?WQeIHT@h4yMQ8u|46IPP5>5x47i<iL&soe5<HIL@0=
zaY|DoYTln(c3A@**gOwO8L%tdi=meGbU!E}LIKoCf@Y;(?J9K%oVcJ*592Y~N(tip
z#!qYIJP&)H20eQamcS4PRBF;oeW(vaGEk&%9;i9$`Ld5Y{Y@jdh`JG1E_dMkTQd79
z|FSTr?eO_Ef02I-)l!T>JJWhZgA%F7NhP`v0pjZ6wNQ_O#2Yx~T=H*Up_DNw^BNi(
zAA{)P$!Yxh0_*}*&mt~WOo28onCDh|mvyFtw`QGsG(2N*{ULG}{Im|TBY*dEBzQoN
z&^GgjEKgOJey-8;Fy>TyAG%AcM2}XEmos-BghW6afMkk_<oEJ4|FruI-JF8DZ?p;7
zkiMSJbIxj)P0k^j2Qf;v|AMF)up)hPsoS^|8^yS-v24I2OydXiYeH0rZ3c|C!RE9@
ziFqFbDqK`P>XRfCE@10+nnjxgMZGgmEAZL7%B(3FlA8PbU|v;Y>hPzmye?`nIApYC
z>Q{dB`n@zeM4~78_h&$OvzOQT8@o2Icbp5bl7|Mg6%$>;@cu2DQ)0?<$r|i>>y6vX
z;}M+uL4O00%uU%)otGy02cx{7o$Jq0Hu9;YRn`RZ<p#3JBxHjo736~!3&ks4T}E*7
zTJjZ^mtV<hSMlCkYY8W3eFSNKr>2FdPg;JVSze;!ZHa?`bi14u-!Y0(#-KIw;xae>
z+!~qE({gx`&^?JtqBr%+SJ|p0r?)$ReLHNgYZ>U26x=|lH7^%RizV&)LT7<Bq>p@|
zU_{WpAOvkua;K6T?HUVQrHcBW-_EjK<AfLkZe3k1v%qZp6J`I&JK&CoJlgb>&BxVt
zx%|T!Ud2tO1x!vp<6;){(I=Q(<Z@43zwiY4yEOKv=S<O^8hvnH!*OJ2Y(Lrmw26yN
zH7zeCqy9Qp$j&9$n)6AgkBp-c56l}Odg?Bf6c$!5EEFwI_{*Z--_C-s4U8Q)bBc<I
zUCt<7_Y5MHK%-!K!dtUEg1tP<%&IR0MOtyO0tnE6rT{#mlH4bAs=TBGX74?neSV8M
z?8j$qM$L^GK`P(H*m~&j06Yce1wi+cN|aWW=pJphAOh3b%>gA##Ro*iL|sBO$p0Wk
zf(*9cdY@;nDN9950Fx@c;utwg6_R#%5BNYhoKnWnDPxm@L2mhjQc1~N90RFqEERvG
zITpK-#f^EtnJSQCY^#PD+8P)z90fc9Es)TZ15zn?54jw4{Rn&#1km{F&Ks$7;gGXY
zeIckg)9orfdkcnYWZnZ>obrnJW|dA-5Q-*%J)?oci`?l6GuqV`xlZxwQME%5ykU|@
zmw#@%1A4kE2QV_2UD)fF`3Tgyflfk{EvhdIu!$rO=*wkJp9aaUHFpOY6XpFtPt#&s
zpMC4%O*o4|!~@YDz#7&JmiHhBi%uVP@u~_f7mVwv!rFwHS7eTR8~axE&Bmo^DZaXN
z9Ox_XZRHL<+GrPRBYPh=oqFX%JP=%v-0D2b&CQh+;K($PP@VRH5gqWb1j4R-I4AMy
z9qga+2fLe`509?k&<naBZdw!GH%)G*{b{0ws`+xu$;rVX@81t_`|%MdLW9K8(a~|V
z0E{wnUMM|G1(S5QBz8>{9~3kM;nzG(0eyp=*=U*lKi)E+%d6`Acg8NZrX}<qIZs%j
z0;Q;nCDSG<bi2yU85fh9R#TGvYTxa`NaNU3mdyXhWl4$0{s8wn-BW*q*KW)ukQT{I
z{7g<s5h9N~SMkh9PnYUW_ERT%Hm0UI!nj$eX2JmryG7B5wdMslK|^vAP!i!NguPRW
z73;|iyWVIc#rNQj#6jp<)uwV;UV^oKGZUK8H1|E*S&gFrK-c}_Kw3;st_2k)sRVdd
zQc3N$&W{;NY&8Wx#&Wa{?uXQ?xuXOni++X{QrF<?I|Ym6!_D`vHLzrlNwjKz#>Nwg
zf)-t5?YZB8Cs}0yE;`3{Z-Xj4FpdgUwr%xblilSHUcZ25YTMe{O7P!>QM-3N3yFin
zp?(A!<YDQ2K5Z<Iv_8JJbxUU#W4*KAv9I(_Db7*zQ@C;2_&e@gI7or72R=Bs#jgbH
z9vT`NLZQakngX{dB}I|qC@<JE{s8>^NF|%;seTabW6)k)Iu1PaC~Zo|=;Bz|jUd;B
zKyMX6SgGl?Ny1Ah{bB+P+*-kD+S>eUa<@0D`O`q|n;|u32oY0vVG}vUoYK|NK`d*>
ze1Wpbxh>b58v~;5A!UT^9Vfu#wVxw%B@cbm_Vn4y6*Ov5*){h;-zqQ!>CrrI0vZY8
zfwSwAEv6K+v55@J+TX@~9x#T&&JLN`_V@_Q{{z;(68NW1KY;K$bs%~8uBZg|exj}b
zR$z;?ju&O#1V;-|J~LC(4_!`NJAyN-l=14nS2b2}F7(G~pPv0m;4M@?&?m*c)U7CY
z)!fqMr?8YJ-?=G%*VT^yc`@L{l%Adr-4jY`c~L{K<Z8|0bVSd1P4Xd`?yl|CGV<7p
zb_eR?w-yJERCf#xTFA&)rVl9t43_0%(~iYL9`H??@uN(r{d_BKwv04=<eF$KBp1;k
z6_JsVb}vDQcKCUyZvZ%3xJE%QC-=v6!hMJu05Q^vi%6ma&qdSHic#L>Ds1N+iW4%U
zA*X&%7?0dlbAzwKw54G1P1ML@iTc2iHp*rQi&NWNV1=h{h&dPCCqf<v^}zF&_#(f>
zqtS0~XF<{ze4`Ew6oElWyf&7bckhd#3zQmwQ+%$QVJCYCb~3C@v*Mov^m{K>M^~hl
z1HH54JWpbOZofpah%IY8*JuAyDd9`V4Ka6Fw18?!ms0|0txC}G@iOf!uvuU%{8^Ck
zJD0}>v-20BJ^)Xk5_083p)KCsV0%FzmolAU6<gim>epMzV)g6n<Uv?J;ZBz~$gyxI
zW2rc68NPV-cGwkgqdP-?DNc+4rv*)pTnO`2xiFU^d@}`K)g1yS3v`;x?0tFlLu;o3
z*b|(cR~qnK-;HAtm^q$j>oyuJ{ekF!@_VdQXjG>PR=;DuK)1o!N@Go<p-`yCRkNJi
zjrRbA-&efIYzu`1L&@K;0i93`KiolxcDpIcO(lxWk)ISHnYf@qpaNlK(%UsmSyNef
zw;Lg6PEAdkCvR-%Z&?NsqHm}HsW2x(?gl2s7IC*NP&e8r$iQ*^T<~-9o<2|?6Un1A
zsP6f`I!}G*vwHH(j4Q8w59Ql~t4gp5;hcg7EAC4!7Z1#7Q|@4T6)CqwV-F=(ve&!-
zLD0N942#zPwvQnM>15h?rzhh(jH9HNq3jrT4oGt>?enXT32FTlf<rMNzO;_ME}L20
zl~GQ=jVZgvH#cC8h^mzl4=|H<=R9TjKq&XHikNZpFS~p9YO8+$c?r9gd5C_$m33zY
zPyjosVEsr|o;9C;y`H$%P*WPD?`Jt$)u|U$T&7oFsMB6ekLt<MI_mPkf8P#xB9Nzb
zk~=y&bQ;eA*Lyc7N)0G`bdskjvBHb7u;Ar*SW004u4d2`L>O;d?7<Tq=|7|OdJAXh
zrP^6q2E$kQ-1VMY`RS~@Q-Nl0u()YJ=ShTE=z1x!K~>w-0{VjQ5BPf<90L%GhuzCq
zaq1HzQxCKSv&eqFr3nM@fo<$sRL(?QinbsYVqa&hSxtjq&{M6Ul&jd@oP*IdoH)Vy
zYrum6VQftX(KHy)L8vG*nSPg8S0$cg+K&<dqT0yF5=dRh*z$;S3eaJR?(3z#+cP2V
z4|aGU<1Z+GiZF{(L;fja&v*Xd{bU@j0`?9H8UQ}loxSh!)ms_jf`{kgN@%d|yJXyk
z26Hu$tc!n>C8^5=aQbtkaQqSAOPJ-Yn29kfVm6dT%kzJ@fURhGkY#I>xGS8jbi01U
zJ<$wieghM!^Jr4+YEkM6&)%T*V_$FM%fx6EnXQ+X-r}EBpI+78&PUx1(F}}<TI}Oz
z<hp&F0~){CnGj(sLKJ}%Wdm~C0-njt%q$oOQ=@##Gz{Fw(-c$SW^QIq`lJ;%rh5~^
zzL107H4c=VoEUrl*m~ZBpg)kmy{{|m<2&RM{tIS>j!;(drvfbj@e`m$Z~pjUrexb}
zmw;#00jbAJmu@|#|CK!`{)}pMzoJLdk}8_rL>TNQ9WmXd&1`)@w!1_ZIsYa;viiWz
zuLbaj4L(o4A5=YjF(`OpHRBK}p_sR~;$E}IT+B?h#*<aaO2f)Sk>B8)2UZUnz8lrx
zEC!bXh>xKB)9ufCh`q)a3i!m%&JM@`JC#MC1VzD&k)#Nt`#OD4Sa_U(afoCn4nmq@
ze31Rdkttsx5a9&kUD92fDSCY{w8~lHSVve{3CcyKQJ`l@eiA5HK~wAIUW!qeUjVZE
zQCs^7!_$5O0`vT>)sI)09?8I1PbT&GT34Eerc6Rxar2t1A}KQDg;VO|kmky`^=(#r
zz6@qQjb6Rn@lq+C{HlJ0{nm~a8!|m13@TxYJjZTXP5-qX*?MO!=_l{{?s|ULACt;e
z*5*-+ujYqysM%Czm!hVRO$c>cUarFPFElBFf6(%3+2s~-nJ^CuxNQK21zHE{weYPV
zngFUb?ofk!1(+D7frmLMMxsa{Dt1-2Q5Hy$2>B!TtUL&SEX2#uw|lIm4@`HLsHulw
zq#6hf2Axby{P!+vX&Ur8Jm23u4_07BIYR>VsYm)$usK7E|9UP439VK?fv#MD0aD@{
zwY!+BRzOY1#zK`3fG2Re0J;hSSt=;J7K2f&!v1eHe^rL4_D6b-`Jv;>L)tGgxT+dX
zS!;?vOSk0Z<<-r1FybjNY|yFKPV|Eqe3x_C?IBSk^7ojz-dZj`tdiu~h3b(^c1*p@
zcpdkfCs(A{1VodtmBEF~=~yu}7J5-(#2B0~U@yd-0F3Ixh&1|BPz*%D2n$#kAb$Xh
zNX&FOE1$093J!mCvQMW-k?46}{xJL$q6(Ba>gTg5P0u&D3m|I@GhJiu_e=pmg7#N#
zC#XXF_LLr2;tlk^Gln^Sbf$9b?~(5R?t<aqHM}_t`w<Z-1iW4Yt}m}O-pu9Ub=MqS
z`Z2M_Jbh_q+N+s(D^WWz(g9d3`iSi@6P%`X$^sm-0jUNOwnC8-LURuWqP#2b^zFR2
zHuc*w&sOeZPwGHmzwS!;y_N`<?C^Y4A|zBu-S{h_6?;&l%(pWhw8VjUjYS_wD@juc
zZ|IN_i~5_In7r?GhH;ia)j%?WXh(e5Wn#ayXnD%Vz*KhKfD0<gpdg(0dyq0u5sSG5
z16th>fC%}hXlk>|NrS#988$HW1YSYTa&ko-a4<}woqWWvF~h|*CFkdkMSZrOY1ON2
z+s?UIj$HXxdZo3f!&o5xSe@b=YQvR#dzQLRn-I@N&0KJKd#0#i)EUU6^4!dA02yHG
zshFqzQc7*shfHtRzcn0^{t*@<{PLstkP+&Um~>?i_TDzh;w8yoxrzEyudV>X1U8p2
z{!Dig@k*7fuXYp2#jnvDG2zYsD5@Kqnkpbh{lK}XBm=eCx<FPu%<h42DJmTE1ruyr
zBe)a#nfZtM5eY!0eIXPxV1oeCZXWxKC(>HKtfgEpS;hA8JQ%P}U;e@$3MQ~&cAxL7
zJbH2jga$+9xm_Qnc_L%XmkzX(g4|u!rBEZMHMZ;dQJGDVkv_w%Tc8-*k`Sh(&V3tS
zoEJAMI^Eo(-~aau$@qwNc+L|?E#yBO4vB%}7%-CM6;C+;hNA+oc>vCWAr2E{5dh%h
ziP}UEDgs|tE%Uy`9*S^KK9+a|CmzJUg6EBh2pn8tH*1ego|MsfUy#axn`}Q#cL~X#
z`Pjxp!<ASqP+%V!t>~O}I}6sa)3&+5<SP<8N?9Tfygzwe<+974&!91W<{$*Hx5R&4
z3YG-uIuIDp4HPQ?b&fFQC~yFkCqOhp!#U!)B3+$f9(0-5SJGuXAf~>1mNm!>dHiww
zTba)Iu2V~djGEtZoTKgp&Jp8MhLEM?WkB^Ze1QDn>O^$_yCb>$KcP8V3fwY#Lo+fm
z$|$&%h6ChVcT9`N%ibM+s-JNUeT{VPtwo9+67J7@t};5ldmCILyo-j09;O$R6$A`F
zR#fFXQj&V+>mN`DGlHQ<3Nkr%{^Y8zzXsZGy)2g2Pgvnw3`ngs!g4!)ez;dP^iEmK
zbX(218RI}9r_bKyb8g0z!DS$jx|~`aioYwqja2lxdYnr+%33rh@|#G=xxt>5Va~xk
zGq(QKU%9z>REW`11gGZg(wf;tB&<hoJ@c#Fp)*Pv9Nrc4e@kP$hFA>)ze>ZItg9Q0
zB6XIa&Q&Kn(+`He%{=kwM)dT=#HX$z6r?!@5}sAo6fDi`Y%}y|K$X!@BcHN@$Z5*8
z0Roc~*uPiHd@Vsi;xYD*gD{-?P*-gG3ySjH-3jQ!paN)UYI2@jV?VpvjAviB#y`<t
zA1$jbH4eCr+a<K(z7(~dKQ-O~;Oldjy#9|E`w5kDmP-FX@Nu8N8)?bgxA?@Bc+o5W
zkDz$UBVoE~{1-Qu<_#?l(-vI$P&VW;AgB>29)}~J&a?EHD*#SkUmwUBsqO&GtGhXN
zbcgy8+1IuZoc3Bg^icw(1Fg?5FH;lRNPs{4e7|$~om7vO$mx!;L^z^9+yvMK<0#QK
zjU(>B^M7ieFzkIwE(dUz;0S`R^o)#V>}XrYV6O&7iO~LvJkXUFOiryBC)^l0m)0V4
zi#JAmxJ1%X66Ev*P(ujRmMs-Cj#kiK&6FvbPM9WnDvGNwU-GF+eCz5I-L!En`CHdA
z&5oI2;SA}h9yGzZD$MuOuDwJHjJPkq0~B<y{Y2%*MGGsd>Wv~;QWD4~fTkpT%q7D<
z(2=RYU18SN&jMj8@C*hn2A6>@z)`@|1<EP{8tR{ri4gZ>_+a8U9JvVpX!7>@8v_aS
zo{{<UFogVj!@_}xAedtR$3@d8_pqhjS$YQ2l~Qm+9MkpvehgK=f&7G~C87!CyX0#W
zr&jvOAWn+k$RA3NbEt2c_3z7HrVh@0Nqy4U!D!gnZzs1BKflz6f<0^I9G-h>C~N1r
zN^v%|o@~63JKbwa0&{TSwjjN`n*(y8C7fQt7hhgfTMcX45#_x$)&=pI$AImEa}^50
zuh^%&NIDc~M+J1c$IJ2n&lq?cQp<e>pNV>&eD%+smuk((d}V|20Zuf1Y+ai^O`;8}
zb+u9TM187KTZBU86C2s}f8MbDx*QGUG+anr{nVNqf6<^^o-l(!&URwZshX}0!IULt
zpPrL%{HfEq(r_v6hc@fOA{g#nGb^0I^voL5?+s51%;*ux!n~oN2~`Z?XF#gKoi7@D
z8HDGarWOXT^4|_EPA&soTwn-p^GH=4d>ZcZ?!R>i*ssr^xN;B#U<qWUb7|y|vT{_-
zk61A%xWPRDHVq1YYpFBi54uh2=g;ztHD6yF2om+^5A$A4fsXjmLCLdJ&!+_*v4k7(
zg1X8V-~AY}Do`$I={YeQHuIdbn%Kuq^IxqF;w7B;LN9Qw(H|V8JbB>jvUNF|@(&S=
zN3+;~ZnOI2Ev8>9vq2&O?dO#Oq}Xb7PacGYm6(b0(t%Bx7zftdbOvsG`P6~E5CZ0*
z{0l)0>Vy_;y?$>m_g~t#qoJ`8U95E!;nta*A#Ow27o>3cXZhGbVr+eDH-rXB9tdGi
zDFG)I@i<HKMG=zDSa-(f)unzB^cD2<fH+$;1V1n+G4!6n@fBH2neoXVojHnrQteiE
zty)Oe2dVa%I4ed8A<22TQ!TMSsPm-E!_;+S6*Q7==|1U6zH*!k-ULpn5)>Rn-~tVl
zR|Wwzi%!aR0frUHx_#YKiyyBIPTG(`qX~>Y+;vxF(3A}+bAYlgj|gZB4i9)Nz$U`;
zgsc%n(=u!q4|15(jX$l^LtA!oSUszGJXzYOw;C$e@@3Xn{_yjH45;yL)CfJ9BAH+M
z#{2%NGP#PxTiLgpw5QitUouf-GVW_nMj3hGJ}{4v8yolLmY||_2Xj-ugZcw{@mgEC
zWcIp%&;TeX0ggr+%0rM~<m3wPV5UCoT{V+<1!WWv*rj{Hu@4Y75YPE6{U1MUO4ox^
zP-Rh2xPa+R?{&83H2!yOnOMq5nTpt#U%6bDcUruEFZwT#1YDPjD`glV_pfexD=H+j
zZa1V)1h+FeooKJ%X9B=kd>8H^z|q&X(95DLJxK>@QTnht&_M8?z@`A5Y=b&5CkmM+
zF|VHqm9?i2Ajq~s(6^#U*1;~tcNHM_)`Pt&Ftnl$ky?k!vv+4wH14%wkmo&@9<$w5
za}WPrpW-wOSaksg3)uO+UWj^;BYZ<&vcIdWN%jl2#w;Y}k5o+l`D`C9QVFyKI}~4m
ziXt`C43IQJkR<Y_fCPhoTi?`e@XnUGZ40xhK*Xhp#ef9DNzre*Z-bzQ=K?Ag;4Szo
zFE}1j<T<lEf*=0H<<08ujSpLp3rg<f>8(M|tHRPn`<1(pMeQ$px1bc75;jHWCO}|^
zW>t{+EOeOtOsNKu-)h(VS&v*Qv!e~>AUiylB(c~Z&rnx*qHBS)P88zZ*+d`^l9b(G
z;-vlK;htW~x4DM`-O8T3cc>RgSB$uBZo!>|9Z2Ofe9|O;{(1c(X|DRv>H>&Ch)!lO
z?HxvcfZ1T|rQ^^R1P7Jcd4r*SY9(uKe7eoKd3NFD-b&=b-fI`2TnQ+19y))lJgFu*
z)x*QXC8AMjQ6$jhm6E>s_D`t>;upWgtsPETsDJZt7m^`vPup6NO+QeKgzY?{g?2xS
zfe>r_0Z4O$%$k0RBC&y5G@@60x0#ulC<p}p{?bo@v<WI88>LnL>TW9cH(0^hpMaop
z{ut2t4?tIIA;|!@i?vgU#eQ!Bh5yY{pL~T}p~>m3*w$n#2CR>DwN|JN?p&SyOYjwl
zxpW+g4NooM1c5*dJRb~|CylW`eguk}bni5e?Fa|Bv#_NYIzSrGa-*~2OdOA)GdRN5
z=&2<P5wL3ogbdURG7FdRl{Y&;nbFmf?j0AYpSqa{yFdEx!%wtcKg;}_5QgPq%8uYi
zr=YuLmMml}0FOen9Cm^;E3SV3j^O2pa|2X7Ftcl59txsjrvaF@f$%65Ez8ZER!~Hk
zKdUduoVFJ%daTVT${fXar{2-{ba$kh%f+ZscgkXd$cueHl{hx}tvleax3RWV#e{vq
zk|W8#EuB*=_HvZ4M$_C}VWv^|8m1RVl3{}b6-qh)q5;tB$X;`&UK72mkUe_nv01Et
z>D3o?`-Y=q;sf^8OfY66(D!@oj}?pSL;>%L%Bi6-3R3#R^)cS{)|>|O4IO#N5{^;(
z?>Ucki&YC!&Q9KXW<q<)s%}eC1fCU=P=YUsOhq7pgM&l;PjHk4<Sy?Jc^psG6vfZd
zhF`C<*OQ~MQUPnh5%MN0JACR`jdIoZ)=O~hKsqW(ik5sZz5}%VOxE0A6Lonm629_J
zH<O(iYXa{z9mz!G+1I7~7dYo1jaB-YGY7K{TAr#FaV;zo71ne%)tC;wW5hG!-eqtU
zM6Kj<M1y<!w5F&>%**XT;Z(Ge>m)Zmtk>utDU3oXi#c8p7pVHG;dlWHgRhvJa`h})
zQGvBKN|4m@-35_Re>^Ah`iJw%(soOV(=k=#Hk8R52k~wUGqsUJ?>#%<$8ox6=kELF
zwBGFEhfu;y0EQcM5j)MHhKWX_j|vGlo&g#H4r1!Vfcfp$0(Py@tOpo*D!kKCQkY`}
z)3UFcSM_oODV#6vmTi9&5fLF6f_bzjG);FHird%$*~G3(Jpc3A`;}s?7W$`jil$jk
zYR_wG>`fy7OioOMTqpvRj*u2My9q=Is%lHTl8tUBdje(E<T(_2)PIh1@Og75LANGp
zRILF=yBJ?V7UWGmjN9E$%OsMKZx4mZP_(sQ2~O=sIX(Z*5d^DT`0ti01<0LUI1#4w
zZ6!YLv?n14jxtHI$xo1W8=08c1O}#fVX#O4faVw~<_Jf68itj8sX1D)ersmUJXFS_
zIfS_@8h==Q#{8n@oMIVLJQ-RTNB9dut*WFMhUQptAeN@O$(Ebk$aei)fSfS<W2Ppu
zE7#Yq*-N7s-B^P%p1?Wo7Y)qN<_Klb+gYB@T(oRpyFeO{+H6f4lH-6Sj}#iV-C1LB
z{^dW&{_Oip+H&eoy`>92tyxm^mw|Y_&s{waM9#drvcEQs9vWu3{DfgLzKETZs=Fqz
zC;_2EE0-@}i|2_=el*7TVegUi<dZ|V>ddMV+Lc%PsB@XgDA-Ox?G2a)-=_Jq5ZaYJ
zCl0_|NTO%+DUC#1FR$0|t){1GN$lQ(e}8|eK{s}-?RWA~W;-u;qXJ}+z-kOS1Bo}}
zCQ$np2<>UVg=jU0bz-?-t;?-18!*1|zmx>CI6ITnuaOurZT-`c`89iU&@q9Ps77-u
z;NX3c%@3tCLn6EzoZkcji9*{`v#-`IUYGr2;2e<?r?(`$#@$BYH||Hv-D{wWq>KR*
z56T+fzD_&$DRN3cWhCxVSjEiNBmZ_|qk0}bncR%s)5rL{LNI0BceRp+XLb&pj^Y5b
z5BL~BKA~gq%?%}A1`wk`c+j8qYWk87{vN?+lnfkNx*5!L2k1l#fG|Jn<DY$x52h>w
zXH}QZ_1<h<+`dWh`y8{Qye{Ljd9Z;cISv72btx@daV*(5=s@5=&I_rj-ZN>}<uuqe
zR&xczFfir*C8&X~B`Iqb7z&UFp*OT>+Gkz7NA1tJDHCh9YX5l(S@;B!ID>a4w9zzl
zb4NVg<BcN0d3;(;tr1#%p<evHaHmgCvtae_V@Dw^IWWB;a^I%AA$G6pb4&`RVYzUN
zDcCdp=goHOtqc2gP{5oTEJ<%?g^<g2g8pd4s8b8n&d{8Tqk6yhM$_2|d6+;eVhIWw
zZNcm4feP00CGVrkCqxY)9=w0$NtS=a25eJ9wCDqQr;uG0vRTX$SsBZXuB;8>pI-ht
z9fhCGbR{*{+=}iac_xF19{U0FW3{D*mUr7qRgx*uFJ+y%?pl;kp(OVNIDj;s@0~y8
zzh|vEw#wto3*Fz6toZ|B>q5C$)Owy65+wM)a{4hN|CmEf(#4(!zQ*k}r#pTj*T}4g
zu!d!Nu|=t|IWOh5v^kHI2be-V$7Y)GYcLe!su;;Gp0vz2eM<WD+iAK)1Pbjdb9Tjh
zz*L$)<ogPG_AbxUqyEG^@t%z?2Cc1~@<d^>dcyRVGJB1p-ILtkKW@D7`(-{KM7lbV
zweFfvtavmN+#g1*Rx+nYs4tRc2JfV@TGH+w5Ym|VF!OAkVxm`w9Pt9mTTh|NT{i79
z0nH-3ctv|u1HtCm*t_*ZL4gbE`1M<U9=Q3CdwH|(*FU*#2-{vv&8V6q7c0`QU9o2W
za>@M$o^y4uFNxfuu~XW2tnB%?ltS3^$2~S2W=r>GhS$?KUnjdIB*-=CZD(Z4bmquB
zG7F$Ic{5@MGu96}Gj24UsKBt<*6b5nfRGI;GQXm~HzI+-C;JT*^T{|8oLNr8UbIDj
z2nl1fL14(%=k9(P5|pt|^;=tQ>}*<BixJvc9=&`h9_Q;q6h*#eoK9l)MqT+;mfNmC
zT5uTlAGf?O+;eg(-hrho-T{2m%gPM_fklI+rMrSTU$c+P8o2Oz9yj;k@0l@8ySs5R
zmPy`!j9k1{uE}_-Wu8Tvfm={>>ZKY+sv14w>CqihoqMPg8%z82#O7&sGA=fxXTdV>
zchc|K8%%z`Bw4MZs!fqY_SmJ(@}x<ZosfU$N#%QV*}KS&3>N?|1_VtH|MY4^g<&6i
z<YJ$7AXgxA@$n|UE-O?UzyK5*>skN5UUM7Ed`*2W{|@t=0I`4b&P?7y-m-507MK`5
zt>Mvm@=+~rb@SvAx%gu9En`+R_@gu?XL5sn54sWvoD@3pf$lb&Nyh#HC!Y>S?e%Xe
zmE^k?wcrlou_<^FQB4cFfLw5RrTt^tWjxzcmblr_qi2`#HIt`U9%v#DZrN+=!;ia@
znyVW7Sq7O+DVohsYRz^r@c+lBL>MZbr9}^Z&$z%jS$jcyy=?r@OpnG*1w>gCZo<WI
zyoua<8>|nP*=pR(FJY@@@?lBsu?p(N!EY|X@t?!QkfyYllQ9QF2Q>qjb&=m5wqIT~
zuLj{AqvJzzt(C#b3yI3lf&4;q@34l+$op>PEHRM|(p6#RYJ2^*yLgX<pBPXL+?TT2
ze?+ycl#FO{V@@V)-Ki=2q)<4faSOzJuja+5OcPelK;|C0^>yWv)U3^4{denElXsst
z#PUzC9MAUOK0&L_S9>Uh4*Pve#_gC1gHPO?wIk4}ZDVoDzS{)#$T!v+4lmp~N07S%
zd5!Akg4p<>R+RWABHjGi#jTG*ZZxc^E1PR-<GSkhZ?;-&zHB&rtFpB5I(MzD2fOjQ
sGw(LT-p0%Rw<7odf877`H}fL|(z-*+$E2oNnc&am3)i%A&sjYFUl2ZW(f|Me

diff --git a/articles/syntenet_files/figure-html/plot_network-2.png b/articles/syntenet_files/figure-html/plot_network-2.png
index 194891c8a07f698a01b9be76362be8ff43238299..b70d362f9da629b1bf308c257ce97953ebdd4e85 100644
GIT binary patch
literal 104475
zcmeFYg<I2a*fu^BgD~h63#C=MOQezR?igJH0~G;L0RaK&a-?H~j2J1x1f*lYV3g!Y
z>3;9&_c`9*?{9dY9XGH8#%K5Ey019T^ST!CT<saz75Xa>2!u>gK~56_x!?zZoU^!e
z5&XvFY`-b^anVxwnH=~D9{aNBVDRIzn}UHS1i}<f{5lgoyI})?+=3{|No)J1E|0(X
z<m_v*cHE6e&y^O1FD;U?&a^?!-?$O>2J-q`_JiB(@6KjVd)Me~wR_ficy9C-Ni4}&
zJbdRC@zziJm7DanyVqoFAJ2b`OO2Z%71#6a+$_nE6sb_hE>@!pi+lqch6<nh4&o1Y
zi$v^V3cL4*cAbV%(5rv<2Z2nA*ft3M_Z%`zcb0eq#E09%|9$%ZlpWOnx<QFkWFg<_
zXKO+DZ<|=b;Wef+zzB`$w<a$@AghCp3cf)K2Xicn+kgJR64d?okxGKKdVlr~(UL@4
zEj(&QLD3T_;6JFA6Rdm2?alW40=@*Csy!wxI8Mkt-h@lut((2s(QuA<RZq$@JP-)O
zL%T0VL1rQ+Iu8Tn>FX70rZHa#CmkN}2M6<8<9*K>DxZu&pWGdZ4f+$;7bCc3<x704
z5;pr@a0&l1E%1tG?VYK0u2b%d48ae?Piz*M%!0ah{7v@P8c<Nt%J}FCLj+m00bw_O
z9_f43ULk0B$7jNh(j>?{l5KtYRAR&Rd@b>s>HU}d&Or3LX@YZ}jF~tboLNjcRrVi0
z6s-GYn>Fv>;5wgLF(kaZhq#zG&x|%p8tG4A`4m*M%RsczONraSM&?}mbc=h~q2Mvz
zfrGBop<nQZ{CJH8!={Hd-Mpmy)AP`v$)2a;6Mv&`>n8F3osxo`XE0DBTmC#<AEnOq
z1^jZsGnLKdNug%mR9tlf14mdqbUQV^p)%N%P#+m&<|@8FabNuCdYg+9VRj+$_-B;q
zP2%?5t`Z}5=!Tk0&<BeGDq8)MjS=25y(T-J?|t#R)qTTMeH_6?;Pkxl6U-$(+oE4K
zT^BH2#D6vKzP5fAQj!p({N?9cZGHXI&$2v&Q&+iTptw~E<?*GkU8N8jh00p9b}?L>
zpcwo3x*5D^Vq~K3uXix>Iwzk4|BhP2bHWbnutC56C^h&M@%iuLS1%JdekmeyDVY*4
zjS*jbL?YdI71Aird?MM`aFU?imR9FFnYnd`C7}yl9DI0|xEm?raX1&p#&wNx*r+Mq
zp;3<0Q%sj?@C7~y9z>)4eN@F)@3a2*{N?f6mo)!9H-7iOPl=}ZUpxGBi2t?2|66uw
z?_VSPd&f01zbzFjnaq05<vsQn(b3K|)+)E*Sl(SQzx_oSljFaCp}A(sO(wx%D*z3F
zWL_o3p;m%i|K^~QCtSE8J?6B*iSeCptCI2fKH;`}GuOJE68y=ZO}=Y?cKiUC%S<Fz
z3{Z#Q%xUdQzLLB7%p!3kz5At^dJUV$i3<oUV}i6a$XCU3AnSn#w^u(?_rh+&mI;3{
zdQZVlp$v{S6)B`R`W^pnZ*iIg@)AeP#GstKA4YAlnF;4M)Nd=YWv+yEuvs4b=r${A
zDnW|UoQFUHzAx_*F((9Kv^(W0Ud_0wWOCK_-r|Cn+S<`x9XmE<9Q^>4WZ{1>&Mg9`
z{)KqK`#I0ZJXyrjdQXqO_of>&Kp<Ne|7FxFscQUy>*;258MMGIZHII*V^ti1i^}u&
zgh3!Z-v4Uk<XM)(o&MymPXXwk<<%Rfhb?P`EmhPY*}VFfba$#9bKucIhl{gWjscS!
z)wT8ed*AV#V5>f%|MLo?s7|K>eZtc7iq60}(Y#%kN1&iv{d<Fw?&Cu%&w!eA*2R=)
zo_xIX%3=*DP>25vZJvSNU4)C9bPxS`UYXNhEp7smzB9|e8(6j)lvmE{hu43F1#(X$
zdY^$b4qg9i%|;27ettW?8IR_GU#U3ZB!xgwAO71-sZw1q%&lYFc47!@(n$8-K^^M%
zU>l;L(iwx56~ycOJC#NW0m_{Yz7O?Z(>@#=mT^NM!y^CeJB$fr)(Q`off*cTTYuvr
zoQ1qZ+#!M{$V=Ey6g0lW2Cn(gL|_`Xx!o)g&7JagWuJIk0b<AazlS*aRSBMLS(*=)
zuG5RgQSbSdEjXqxpe7n?n(zs;tnPFP*yz7Q=&@UQUa8GqFydV7e>5tqLG~<AiOMkm
zmB-R>Fqw`3@9Gov-`#zN;tB^H)$(!nd_!W~lvji+&4P548%|r+R@+WY-EI}@8S~b%
zIh}#L9B2KvU2#n$Hf`tXwm)oeCd}f&wM!2uuRLTV@8Ii>Qhk9_rXaAaiWKB&wWP0Y
z!X&+_No$?}5^?3<;q}OF`<uWu6<aJdDn>`SsCC0?5^NAJK6G0xbx(M}gN~Yg^DS_(
z<0;1{dsoA}9_Z^84K7{!3=Di?J&YR9sr*~v*IBf3dfjBk9V=?)9!X@VPr2!X#oRsQ
z<SOxESMhjto;luvc4-GwT|_Rog+WT*jdu7+*k(^sX(w#^c!SvQG5K#l7dmar?+lm_
zauTovZ<+D&^LZ>Fo{oDHqZPwyblU<tH!p5yRT>w2aIY+n^OBNLP;fAk``TUqzYf2X
zW|#vnP%#K~lx6OJF19eJFLui_gFg&fVW^gGRG>XX>MhQ!{w&|gYf*UYX!0BWa3ox(
znBNzMU<uebb3B!j&eMR=M(Fl`|1R?^deTp<_|>ad#Vbq@h!@3Qw|!Y(4qdF*a)51Q
zIgAJ0hO^PUb4=URXjyx-{rcRwnv-mcx{Y>4Cgv;KHb{i7@~npeu<oqKi_YiRGETOE
z?fpRUtMUy2BJkbuqx^c$xsfI(+}8yr@_=nKGv9jrpT4W2tF9G>hWh%?tBrkDuU-tH
zr=!c_0ZHkQ^uG<1LKllB(gsORj;okc+Mt9ntcgJ3Zs6KIk;l|4y{lbiP~2s2Wq4n5
zR<T3!mGI^(p)yy_pA|>?R6vdT`}+$Am;Bvo^1E3&7IEsigU-;C>ucX*N=$<lRgjX8
zGc&P$O(7(D7b;Ouj<~i5DV-v_FT|Md#VPIw))z~%0Jnbf@3amqCCmn0VRNi7LPRK&
zS@UDE<L}$^1o4T0(pp_#4rM4#7q00pGp<`yu|(U?M|CBX5-ie-yWc{kvz|X^kB|K}
zhV%9C&{S?oUiI_Pph#6BENV;l7o;Y08L?&*+#w0`UX(NDL7OYku;nPhskJ$|^-fwX
zACZxh7gwv5>T9#dd&ofh`S|(x<jeq;-nslQxC2(R`swOsasw)~^H-Kc!bnHTwx?w;
z!?srRIIfSvY#c-fxTxPdh1Gy~`5P>2FY<A=I8<(K?tnetUBx?h?i8KH%I9QRVWJ9p
z?SZc@{fxO&#@X?rR=3E(-`}wBk7sgf>L<*MfoGi|B6olPg`IdrJwU<BG<@pBa!``D
zDw;H;9`w7|Bpe-UEs1m6Ini>cn{D=GHyJ(Q2bQTY9PI0hRm+e-jEoq}Zth39RWdC_
zefY32*+e{WjR%xVMpa4O^Jyi6^P3MT4bdzc?Z;_GxS7p;$_Tksj4sMjD6xCK|HqFv
zubVPG%>+^gzkh$7+&ND10+2P)XMfY8d3UNY=OPnJgWjy+u58oH=7l;!?pl8D*pc!(
z6tqaU=wX_g6S$uzPoA{TdK7(cm%5dimBq>==J&kKT64;+YE8Dai_Gd~#E)F*awyJe
zhm4t))-4F+B_^tx`NyhS;8h!bW7SA)b_X9HU66xB)j@sry8h2m#e3~X4l2~gk;c`&
z7Lzcx{)2L)ME&XvNIFR>^1u_5)6;bYQcS4S4vvGsp)L{coq<7%kA5W}AFU~n;{AHT
zoHt+UR>_=un1!=`69*TC>U;T|u9+ki+vW<g=I6I#dVc<V>$&1zSDchYmzM#eWZ1|_
zQ2%d9=05z9#<snlw2gy!g|Ny72jH|0VrbNtVtZ#N%X;mF#J!y=DvX5oj)Ov*Ekb3o
zybpU;NkGU}8+Yx)M8(~(3=NNYc{63QZsAZmoYYj&nAvTA!CGA*Mv$F|)?V7KF+?O#
zQ&Vdf4K8#5n#7EgJS8P!nMvUyW7nmSO2$P0)WeaoLFbW!O{7F|pac?}cABuK{Gyk?
zP8DI>KVIQ3pRjPj#)f-~WhsnlRjFeTy@GGddae-E5Zp0eOtWs7FsRXj*5JX%2TEkL
zwzleS&!%N$<Pj4>z&{Qp)eSp&^^l9osc&w@9X&k})wS50XQy4DEwZ}nC-x3A1AKMh
z_wU~cg*v;ydQ;kKD5HDMw&m1hP;hv{J~>MBo(2gOg*>j+#<~Ch>#n{k5I5T-uqAM4
zh%-l9mVR!<VEDm)<!(<UKlg<@3lQFXTcN(pAY7^XUH%Nx#^7CxWtY1VVj7B!Q@Hy{
z<$juJ%hoL5*=zp_@<M?nBI{5sH()%?BL2{h9h`Rmt8*lLLP8H3Ce}vrC6V&7`+=r?
z9+@>|mOkP}bY&<_F=pShqbu4Qs8AW!$mnR%CQmevt4JE&3ku@Q^It0RUs}*s>rANA
z8>hR=Re1n&Mm?Ai@E=&UTl5;;7rqhUj6OSpT2YnN?dMBl$9rPO*pb+x($YuZlJoUG
zW_X`9^Z#3g{Fi=D<AYTvhW?mW?gx5zV^>jzh`Dbfyri<{&Yd%o@D-)1jir3wlFE+v
zsQ&8ceTdAkF#s`ZFqr7;@9&S(X#z;$e>TQ$vNTbGa2`1hsehdGVbhb7I?l$xNTQNy
z-39(y&#-vfgznesmv@zQF8_S_CaoYn*}<Q)ke+k@-CE%w=A;ObfDUNTWv7Z)x~JF?
zUuv{iheM^YI&nPB(O{D+)@Co%W;Zh3GzN9o%F61GpI8?&(IKUL|KX{H0{h1P$_nL?
zdjQqglpBDn3=+Jt=ij5C$U;0+uh~UM^fy1LRY!LKf*n6zYYVFQ&6_u`Tny=g5sxo3
z;9ysc2#6blFNI%}O<@^0m%vK4_eCbF$GyRV_K$yESLgg@+sp<?mBoerD|sH(%i7)k
zV(C$5?2X)A9-z}c3eZQgr*syMI2Rfs3N;J7&VR$%B<IGqeJLCHdebnm!>04sFMDfi
zIf)Ec4E7>qQu05bChl$R9MEK4nJP&8u|mG7=r2Ahx)?+k#u|<3zrJ@6SYLmkfuqQG
zW@8VvYfjsW3Ro`|^EEe@djI}?m+9G8jm4(nJNz(-3=pT*I24FkTU%Q`F|n_1LbWqa
z=OF7WbpNtdI(@`}_lCW;`mfntukj)Zd1AnC_@(le!kh$BilWS3{89?D_*wQfs<D#k
zylbV+cU`LYPuX7XfEbgzEpA|UCq_YT#90@(@Svj(sQXzxt3{=<Ss(A;zt1Nrx%Tas
zKB(ycSu{2_))!`9gfx=<1Ib%s45qxrlBc8ii?v8Gp0CaV9L>C-PEwJF^Mk-><{fYr
z7_{dDNk-)LgnUlvk_gD%z4rNF8FTxJ4Ha)eN$OWn6uAzoLiu8qyTFr%H!5_~E5{{j
zR^H*X+3z`2zZ0Y-^||+Q+rN&Ug+&k4&9I-q4+b6i0fZ8j#iIbe?*|E5L?RKJq+-yr
z^e4k^c&%4XEdOfU^}64+(qvEVFQ0+<t^O4jAw8aw8?hk=lU!^A_NZ?(ce=P4w;aBk
z=@n>e-n#Z2d@s<BwJ`w50~qGd;W1cD^FY)ChBHNis)L|AQu25`;hB^>a(xfwnqUK^
z|44o1Lf*UK`Au(xcaz#hcxZD6>x)D02k}ZKICT*3_v029Iz&Z9(TMum5f777j|n>1
zNz+5|!24*pCxGXRk$P%N7^FyM6R!miq;Z@S$92b=NcE~lPxroSjC*08)S3MFXssN)
zcO34u()6)#un@QcNU29b!OxU0G)y4fgorNT(6Ug?#jJ}*;cz}SMd3T0z^QpjD-5|*
zRaJ$#?#e%V=F2~}T#%Qp$(<PIkPNJe{rU4J3aP<KT~ShU%c0uxg@;EO0ZRF<C0n!L
z)23l^Zb4R77FqLe%Ze-t*vuQ3nwc+36&2_9I?vZ71RcP`w+YDV=cSpx&#-`?PW*F;
z<p}5MV(iff!jMxtpr*?y>cfIM-tE=9me)6FQ5?@z`;Do#P)0&>w_}(pZV6S6`U*C=
z0u0U`8Pb#q+|6fj-q)s4R6rot`f+s*K}B6%RQy$VSQurbyl-vZ_5i^<kH^)Ble&L$
za<b5>VPmg0Xg-5wD6oF%&4K8j<?0ZNjFa_e8OXH;OXqN!vyjZ-|F)F`_~lkP3pzkJ
zn$W}+6O(UdwjZhI_+VPAd_?<xoJN+Lzyh?={NwMfc9XU;&ZoDpgY}{gU9{l5y9ec?
zXPR;?8Z_MW!=d6kW>f1>yFII$xZ)$|X?^_UZjxQP#{IY$U{ofi!G(o|sC4B5?Y^U<
z+AnyW4W*7?iK|zyGSx+$d-YOYUf$Xu!4QRzJYKqaP~@7ra4;IX)kR3pn}8j|%Tz7`
zp>r(cFQsZsKOmxj071zbbbAN?`MO+*?P4dd*{Q6kLx#w(vJvNJJx(}~;D^GRdyaw{
zvU~GERx2*F*K<UoAFo46ngD!{S9;p#u~%z=#O;_@`b^?ZUf7@`;?KA~P8t{<?qb)5
z;)a%&zZMS8E)klVq(LQTGI8S2-I<L~$RPBrzdbpmiCQ#UmF$n>CzCCME|O$O7B}p*
z(X?4z2Z?^{9}{m({|i^@dBh4`VDu6DT*qw`%tKT+H6kM;+hz>J)%_8fdWJ61J*%&9
zF0v)D7PMXFD5+aLX=E8WBhE{|lAfrAx{5I;-erT}$vetYnHzw)*s0%_aVj@AHv<ST
zw!zF1|IXIVE{&g@QK%=59gos1_@d1Y*Dbn-OE{U{F@T-)wxlB}`=U*}rGgLUXbQvC
zDIhP4{}Ig|nhA-RKG&oE5a5%(I==#1^z{XUCM?KE68nWRy7Nj)OTCL+aMG?48EaJ&
zyriJC8YI9iOBYB*j0#K)7$W3`NMn2*9UK&^jn!f)$-_m%vPMwjy*S@l=o64OXFWzP
z7XTmCC3}He+AM(@d3t)P#k(Vm{O%P1)NNrQodL5q4c<X4y3oK}7aC3{;r`g|`L$k0
z0J|CgV@7QWgoDNg$t-m|OsS%Ew9Y~FtHRzzS?1$0ojd-`@XKUBtk~m~)E+QgIuF2!
zpfjS!o-dWTj!Bs|>~_psaQyAFWlHeA!dDJ|skBhYh)@6btX_M2M@J<Tw1byaRYk?Q
z;1mhPsRe|`XSvoJ58iolPh3oEAa3(QC)H9RUjmYe%%7irW6|w9az6TkcZ<G)^u!2r
z!#uvr+l6ZF_it<LsNUE4AI7GV>xq>Gy=7?KjXEmk{vMj3Z4ncJUfeYX!0m~>2>?iZ
zH}?xAU~7PDPB}28bRq*%F^|1gHp8~==&3CPM3X*DGh{xpp$!9N6jZlVR$G7@+pInM
zD+t>)9@S&X2nOKJ;Ko3*`?G(P%*CkE?^WmzlbAr^sK01FWV4QvyG_r`j33&E?q(<v
z*4D%df&;vCXAhQ^W-88$=bF9<Qjt73l4hd2>?1bhVp3W*iY07=Gi)oER=s;eO*F!^
z1iA=isWSq;u{1)@Pz~g{)1%eI{=zem668PdF|3#Hj$d3LuD<{t`))9dvtJvq@)yml
zCL+vQJpn#%_0gEG-^NC7(MLMExO821%<0X)NJ3IcS%c#6f8R2lEDgL`52Tl@=ffqT
zvUhK2+`X|#>w`)M#A|WU!7l9_3AyuPZG2Sc-1f<7fVQt#HTvWmmhr=ap4p>Z*>fjk
z(V%>TQwMZ~Ir<rZM*!9U#A3467J!L+?@xHPy0pY!Nyw4hy#ecnr<}@yvT-c)mp?UD
zBzFQ*n44NS4!|ORiYkClY+smYX?s8oPe4|i_BbWy0uuvZtkSPtZLAAuZMCs!d8jNe
zt+o)O?gL6g!98QT=a?Dydp9BwlDi3rhNA;_*a8FFfV20!RhkXm!E7Q+kCB;Jwr+X#
z>dQ(HFIy1u^Jlx(g`@4f(Igq&l`{h5l82=MTL?C4pB?L(-^uf2OZ^R7W%a8-1&aKK
ztKBM`1&X{xxE!iq`&e4a00^zDtlafTR#x_%d=9Q=RbJd5M^%?#<E_12jQyTvGDz6m
zPdzLeECg66)e5A8lG$6|o<kQBCEPPyBx9D^CQGr5ic7Mtu+p>4&5IjAj?zYAb&3Xo
zGLn`+y@IvMsWVC#1l2nn4XA_5o_I>pg3T#`5HRZND_(iBQ{?UUU|@}i(C`1_<i$jO
zotKyPuJ3P#d<5@z003mZ%KCA^bNfS9lR8s9zyzNxM7CH04gr$ZUw$fV;fgNwy9c<z
z76GsxU;h!8ymld@VgiDtTKQR?CoYH^w~;M-?jSs)LD!<eZqN$wH;_2kDX%yRq!6LU
zexM^CeNkbOpk=b{vq>EJOTc4JPP*d!Cpx2jHXp7G2Lw;P#lxB}9OHqU==3k}Cj9|?
z1DA<SkZo>jQ%uS&XlZ%M_L-kl_KER8`~S=W<mBY2iN0Df<N+nm<t=7LjmoKL(8Ev&
z$PzkPcEDpR4CA}!<GSZ@9@{Pzy?xzB<Ks2ENpRKZl`sM~;}B-TJyL9Fi5&;nYeB(7
z#SY}k@84fIJ3I<uxcG(@oR5S*eOMMlgOB`#P|V_}=SU<2H*>G*T5awG4loSWp-4fz
zpH+h(5#~V9Q``QcuYc$k!2yl|q!}=ltyr$a4xs(un62+~RnlDoDo}W{V})VYKm9=m
z02n9^7zh|!BBR@((>ytsJ~B*e(1<-g)rTb4p}mYV&!$P<<><QxY_@j<x(3Tr<BHdY
z@_8RWy;H<o&e?I<13rt*Iv(|}Gre&3jNQ5kh*Um$om<!3*uBV_^~>9<S6tVUwd!m9
zKblB>a#TH@=ICDA6@WnWZ&Lkh;ob!ANDMHgUO<8OkAp@~2tef7-hSg$1_VU($_qUp
zhql|6gZO0{ELa&L<KXbevB$rorlA3FOHAk&pK6Qcqj`6L-|YDcpFjAvG-i~c-_s3S
zW~O^=?OR7!Z9VDcsn^D)OMY8AiATObzr)TLjQ3fH1OFOv_R&5Va^%->^oDhZv*<Xn
zz>LKYBpX~ieW-xWj_Z<7A_@tO5;Gfql+l>92^t!jv`Kd_uYt?VDV@1<b8`dEtHmM%
z^P3KUxy;PW0Q+{8@B(ntY3n`riw@qu808I$%H4;|(HsDOFY6gH*Cr^zy@-F)e3(}!
zi|F+@=w0=$;!s>e@8{Da1_}OR%m6Yec65uzjhHH5Xy*M5-Wza%_bq&Ud|!w<K{#ed
z2mC{lX5EAl(GC95#PlcA8&x-dqe#*fJ9N+>%c%{z{8cf(hjE=n6*6t9si-_)Bp2PS
zG~@z-2hi-pxVC&i$MiW1O_89ofp=w+2-J^@ivx-Q6IBZcq)-{@^73*Z(hRY!31!8-
zhnuW<=P_q=5IUlNecjgw#Qgh;Ox7eR8W*Vq3;t%SUr<Z2dmi%gU-M*A_y<sE$;m|;
zkY6*m{lt{+$EguQe9&)Pyb+uJb!t5fS3*+{jSvZd7k8x!=YVs!t9$k8%zUlf?JSVg
z?Y+Fd<<RTL0$EuiXuhC$*<Db=1E=MLUjr72luw(eG-?6J4LA_+hby74!DW>8my35s
zuS&128v29s$-#H+Z2CD+b3j9=H}2{MRl9a}-IOwwhxF@9>(3PuKRor`mosMe+}^SR
zy8nDK2pg~frw38wC4!imvQX^cx&ewSIB7r~0isvwADEmpf0kdv02ne5zbXu&!e2SL
z^zgbxI)GHug=K;01E9=39l$d@@DU|=?4SKw=A`yT>zdK{x|P;uyE2hSW<8;8KMOJ7
z#K69RgalsYSdk3K$d_`M4@0Cp1_7Heq-u~?E>n^1<R6vU>X7=0TjTndO&j6t+qo`5
zZiX2F=1RK~<=+-lCQ2r9h#Ih<nYR?O%3R;%;0QQw$r^1KpdPGtdwM`C<)imLn7DZM
z43Y4KbOAU}cv3g+=F*eWF?*MbBpn5H0vM-MU!_#vc~FYKqYRjsDpG#CEqqs<pMb3w
zt+Z_f)&|}T2s_v^@x<JOmfuw45V0r~2hOEIZPX9~vDU6I(EXAh(pcXToCQgA;De5P
z%|8JUJ-x@$VxMeHw`>&fpl(TCIPnWK$^6$Sj0*`o^s9@eAdelunTBm2(}64ihu<TL
zJ<;LK7NG8Oad9acy3CpzBs}5$ngR?3*7vCraPZ{~K7=r!tLby*+Vj=0FT{TdP<KJj
zO7n~d1)93Tde;jb$9(KfxD#z~s3(jrHfB@671MPDn|Zxjex&A>6^Q%krl2je(Nka~
zW*m5K)z8wT)S#IR=7AZ{{U~i;w3)G}NLoKm!oM<TFZAX?2n(z}`^*UvBnGkFAC`}(
zu3X@!C(|j?A&R)BrNDxb^34Tb0aSRbTAmZ^BKXaaYt};;U}4}Iz@>nj<ax`2>L8K^
zv`-x|=Cw=yP$Ln6l(nTGpP7x3)V{^7<Y*vofTH(i7%&f@DuAZU6*oOR)+MsnMHxuL
zpbC5Mztub48BQ0kAgfz`ofYH?z<_tm5`=rBB|L9CB_l|oqP09O9o-YPe3e3#(9};i
zzSZTlRXepl#|E}urGTznB~q(d_Hj3%F^zkoLPGh#?Sa^-2wD$4!^5BZyRsNYp;zxd
z1QPj;hzB<!Kuuu>Im4J+Ikun2&!#7(h%cT4xvGKVx!MxusA?qPB>ah=H0RFONX$&v
zqzKUEMMP=}vFl2}AeYfagO1NQ!U<jP7td9877oH${m>f+^U<zB*B}rWfLm3Kl6X(0
z)0OgQX9P{NK$;=@qG~WKoXFO^t;L3piGcWEVeFL?kd8w_LYOe5WMrVDCbDt?L?@qs
zz#QpiT%>LJqV^?*uq>cYip}jFf(;ZpRulr6QhN&(f;Z;QGj`eySP%#nDz+A@Dm+`+
z2}<1d)BAC~3k&v`NB`eun7EH>|3KF7m&FZk&nubDmdE2pUMHqYemNImZng_*g1oMv
z-`Nsm;B2n}XmF*I`37j$e&ik^lH+Guiyp3^#R^%7^OPMl=B{Md<|CB_O$CsWiw22=
zmOiqz80)$VNk}+6@vp<{V1Nb<8Z5x!eZPg<3#1sTtYw^_q4jpMo=7a3eJuWqJ>Sw6
z9`RS_E7UDg$|FkWLjwb!fU^`zl0;*2K=lI<l}W@)0kFLTb!5H0dV0Tn(7q1MRsc}$
zoPkt4j7e9cBD#jXFm`1_uzzk-=eS)GkCZPzHG2h`1`GEAjniLV7K~3wNDwhRqtHQ>
z(`Maw*&OiXx%v6Dp(~;qNNjvJ&u%wBLK}OnAvL-e>zXD#TI_q!rxInMfegXd2SCmz
zB_(Q8ngt7h(f4j`eJdMTPR?=>W5(|7RROF?Y%%1)W$R3_S>`5K=B1NKG@@qiMTr0G
z(>pLD7SM?u4ql^%C`RTYw6hAel<#%Uv9k~Pn2ApbfF?h&;S}!}nI4XYQlxh+G*?Pg
z3%&=bV>t`dju&DbP1d04G|KuF2m~N=YrzbQ27&t4z)p%URGD+$1|oz>xxX(LfD)ic
z(kshV$j3NO?1|;xKG{Bp2Tfgo^lTo}5u?<<a>O~kF06b0O%14uN_THCiARIZ4e%Cl
zPlbc;f{tt4_Yrl+3yunZK8FR(j<UupwTPPl{<e}$!m|^)AE;v{E>eU}HypU5Wsqjd
zj-=1!rQKPa?#(ZT;WJIW6*cvk8He>;eb6g&BzfKwZ53>kyB}C#>kMpLb43*PoTw9C
z(E5f{K2p^J%Ciz&Gd7{fFQmyF)5xy~C=95m$tfvXMT44fO%3+=zV-F><dsW9;1{Xa
zUT_Seoi3k0D<bqLH^NU!E2$mTy%xF|_Py*^IWh!_V^8b=m<oJnl6C=j%`^mn(3qI(
z7eboI0vIaKP5U1&n^((5Wa4*2Xb8RyZeJ5kIz)zJgJx%~M8qaRcl0%&%3)z)sBK?R
zJL_Z`37X(=N|S0qM{+T#CA$w^1IpA{Q{{84$S#H}grEA_iBT94{L2+K6xaBPwNmgQ
zB5!MDra(1sCigx6`1U~ds=uQ~@W%Fxi0gx|m37M{K}*T9SN6Y(k8b1bQO>aSgqeVb
z5-uHrD(ttB`r<C$Z3K^`0A*elsNMjofK=IO>)H9rsn6rW3g`-fv~ZW$*-o%|7^C1U
zJPAe()Mi~dsXYr{`%XU%zsMh-gx}a7_j35N+*sq2kJe?l3S`$vc_2%B0(?RUL$5S>
ztRzrFd+oI&<YZjM&6gtfvt4QkUh3(I<*r=eXi4u*>EnUHoI>pcJ8jA<7eEn+{P4lc
zW{(+^66;~n<NE76#vLf{!-!83yN#dfPljvDW)E`bf4nxWJBYo0yzriUA)bb!V~p)|
zI?(xk-Y#q^fAxjG0~Sk9dbovW5y}Py-F!l<VZ3H#?=^m>H{bvj1Y}v*>2bvszYL=$
zVK96LK;G7thrT0i80gJl$(8}4(AwZojF7Wbj;{hX0SGQO0VkoNrdC`?iH}kr2T8Wu
zj%5Vg`j!!rc4#|1p<xl!uHW1KHU<f#%^!iDe|Svn8Uvc_C&q-#0$s+vJ-=rP_+p5u
zvGH>L2~d%lj{Te}l5_2Bx9lp_7Egl&$NQD=f^~kHrxPh=4?6fhb<B!<KiKK1j~7on
z16dF}Yf1x@0_Esm3p@=$#z0~hl(b-?xqs)N0&Dz*C1^@+!jR#cvr(`oLF=F&bjoat
z(81fL?o%Za>o@fr?=DRoO~O{iGhQeF<u|E*bqX1D(Bgl*i8-tx0q$q2Z)ix=W512b
zn|pbAjkk{x>F|Lwj#zM?-X>5Sm;Kd~z(E<YJM&ZG-5Oewi}yo<^_o$;&H~NVq>82;
zJ*tu-#hLTVPC!t3@`D>dc1CjK6}LP<S`)5vm^FZYFdPn#3i`R?LrrXYs(}Rd>(>W>
zg`ABJ2AUmUzl$BVr{k89wFfeF^8q}o4;X=P1%j3ddIz*<!@|RTb&|*+QkD9Ew#`Hy
z<IfN6{<73qI|)DBj&T)-w^%|qZwi!Xe_iB=?poTp`OpL;i5pXO$Br6s{6O%*@8g3*
zQT3hQu*F4qti<l*r((3*@E|J^s@$-<|4iqrprB+`xTQ4GG+@!5SfU_3SA!bNKw$js
z7W|ywL>RRI-D|+H0>FoRia>8GFg5|rPJlw<?}83LaNXq^SEnAk#bIYt%={H}O_xjE
zPIi?ktjS}231IF^=K&D`Ezq<CvQU|(%QApT19!18P<v}sGzgl~pStJyB_$`WC!?Bo
z;#u8udV9vkQnkhjyN6pao_Z;)n5%-XWZjoQcxlme{7!*Y=}U>dA)3WJq<HO8cgM`e
z1Nul}e@M4T_z>up3@0Xl-5{Sgp`(upcb*&|f`jzojyVJ@`2pwgMs%H&<k9ztVzU6Q
zS${3b-O_-XzF3PVtPRgHj`p3lfg~VqRz%bFrK4sw+I4YPz)RzCHu89m>@UlgQvd4A
z1h6Dg_prEzE-A^hEPdec!W_4-kbiVC`1As3O{-lJ0(=WVN<tmL_TwkR4t1Lu%oE!c
zKJC0;)Eka3)ErHIyy>5)bdOjn3}0*uhsk7p1Pj1pfaQU1q|(3ahfwX;z8#~#Z3r+d
zXmI8C>Ys=KLdPc|v8vsfKu|sIM5r(2REom`z3p1AUvGHk8r<^YU{=p0v&41tIzPx>
zpo_%>3!mAjx_I#-ZR17A0z=r>6)oaWm;WhE1FoEq2(EIF$K2zU`_*^CO}cw1CV?dE
zcu5l9z&2HUH@=Xp?s#T*p}gV9!-Ti&1UtV|lt+DFl+?TP%Tf_^OkKmbh{aPL{qCC~
zLgXCwMuZ&ZQDg$*=H><QG<HW;z1}fR`LJ>A0oTPzV*{+I$8*`zkDh_0`d;5nqA}$b
z9N`FiK6(I1z>$drHv$?WmWdRP85!jFUBa00WhEMW^z4uSW$A#Z12eEK1688y5pYVt
zJi+R<e~{7Lfr1(&%zi^$3U8)oWHcUJ${cb2s|NaVb@UOjnY%O+Zss@grGBmC*=dki
z5mGX#|IU*ZRimb)uq+M=@&(ZUSy1JX$h0>nu)J@cDggumv|qFa(>iT|(82%su?#;C
zB$MZo-)>g)#Ktd=DqKg~nVmlk`KMsGsLhI=s3q^(vn~?TlUcBHy&cv}8KsRyO9Dac
zWRO7lr@Dv-G)P9*xD;ZSIupufYcB3q#e?M2Xi7&<-v<(bGftN~Q48pkodR3&&+NA0
z;dWlTTFUH0L#G017O6cpGmq+4%N`y7jKBFuw>u1pE?D>mH3G_awQ+Hd<`%X%Wx%(K
zGM*bM;ar_U)U3CzX17~EW~y_?adv0|Sp|$m<P(htav4CXAhm<<2;C04p8}5_0mNI%
zJ_hD{Ha9ob^j!=Rz@)$ssruE>*RM^rB)tq|)@r9Lfeg(o6h8#2Sl1V2c3p<D3Nbk$
z+adnz6<+)H3W=$~3e4SI6667Orl9BWFr^bTY}-*#&?F@GX5HM}bXY7Q5dTPOvcq3k
zmJ}@d<OH8iN~*6cDtnSrX#!tE2Yw}BgD17+T@MI2xI|~j-bf<T(BXvNQx;u(y$?l|
z`k1%U+G$^Dkn6Kpufw%k`M3!4hDzXnJx_q2x6f~~4;mdT_kNW)?s@GoyF!v5#%gj}
z`xzfJ_%`YThVN17v93LE9Bp<mw;~!})PWV?0|Od>`ngJg23k;{s{{{ick%JOq?f*)
z+M9b^yKPKB-PRN`L}K{`1@i#@2Pnt3yuiPXyQ2&gJfNyr(}scM3>Ki1fZYRdu65Zt
zIhSa@<(M&hKB87LUll?^;X?Zrb^7(*!z2|TE+PV!b^px><~=L<W;`p($9K1%&ld(J
zFHx_r;9=JHje1>!=9<K>`ohbz2munCAGtH$5~OIFYi&D**2a$((j_uHkDE>Mwi1dc
zmfp3Et8(Kn<4}O4g3JLHs476%FhuBLVBnMif!Y^OSp|~_L(`k<xs-r<R^GdD8MYWh
z2b(m~GGt!~G*5&oPx!Ovxk{#C)y<w1obH5aT&OcTy>C!qs3VeQI@m41NX`+XAoOaf
z2&jmz^-CX5mKpMVP`%KSd&f--JcArOQ5=aKim?C|K7%hM&x_-dEkL&h=s=*W@VEH^
z@Qn^TRo>Fz+HR3CH&{;K?-hos;E#lDpcdYXYx5?VtY|iLsGe=L)hQ2Zm=Ml0MEKmB
zB)b@r{P}aw^mO(Ug<=r&h6qP%YwJ#lPB1LQaAr-yV}>S*9gQ)obmY*cCrYzRR<6N{
z*y8>8oN|9Jc3cHvMXm$2J#Q9}?L<r#Y?&r>1I4unQV$%f>*0`NMXJ%^aJ(5h?#s&&
zL%Z#|%CsPBPyt=ETv1!~DbY(>yQyT#zDB7%Wl-4k>XVwoq^}Z3PxKa#Vk%^NP(G&<
zGFh4NX2n~F#{lMoSve+5p60{jo_iYc>^TPn(Ru%&p-$c}r-9>DE<y`hK;^u3jd(Mg
z>As*Z1tO71NSi?C0t~e+T`K%LnDm^JTI(-1`=-_DL>snQs|=6rPsjpB1G5Q(j)Mhz
zCT%Dv)fGECJ!hNG<L#MMb!vk832*?yfusNg58;VlDQRgyATTQ@j);!S`IoDY?f=d`
zSy^ya$E~`|C0K3NY)4!eciT|VE8Z2Xlo*L8EDv#E=C=2YO%p#9ALk;OYSWEO0$l7t
z$5Nc*94?;KMRaUjAt1KIAz6g4M6xFL1LoWn=bR-lpxmhXt|AP79C7G{+t5}oJ_Q{r
z5XPcj{i3GXG|Y_p+f`5;h)`liI-PViNVpO4Bl+AY$gw~cySvC{D)d#hS)=ZhL%qn@
z>{NV7?F}p!e^_|gBsj<zcrZvy#I7zNfIzuT+qn!n6o4$zaVK=lermH8!5<QpDKawQ
zGl+>by$6(<)y4^!84b|RoLF0<&9|iu(=tg>%Zpdb1NZ~XMSxjC5WYG<sNS7xGIvvM
z?gaTBv|xb#&K`=Uss*~aJs&#|g|*pdjU|C-p;_QuO|+tDQ?SKO1O?v1So8GzIErH2
zBb(#QTIonFvqb;I(s;at_q^6YH&Ue5CFM=$H`z&_j!@4c_wG9R05>_&Dw8$4em*c0
z0=Q*)-uol6eX;UFK||Q_VNW!QNcaP?@Xm{gCnplHLpfJ)d6k0PjQwHpgI_##D$iQG
zs2RTDt`89G8tUw5!$8kydSkB;j{wRW2&4T#yu%u}x$QE=28lm&o7;JnYJ{dmOTC@I
z?N@K{o9*uRniGJO*l&3&UWu55l2m-oR|CuDsb?g7iL!9Wbto2fb2c|`yd2?KovH;R
zTz$Ir(@R?2CRrp&?V(8_7)Wb#qI-A1rP^9sV=k0mMA1rBmM{@#lu%(yTh9!rzY=^p
zkb1#qVQF(8=qb5gA}ilQ^0nECO2hiPo8G7l_{<XbSv+j=N1!z5vJJ066=GLmwu;f6
zzr7ayob|B#f9^an8P)I&++RoyS`FPG3n)a8x?&4kO?Xnpck6fDp`fV%GR4e>*Vrfw
z0}>5JZ#a-yxtoP-slH&fR&k;r(S&yZyA3LW|7`GB;J5iH7o&P(tmw(E_yKmJ%Je!i
z3v6r45qdRLh6og%I6G6YcUV8}3K)#1Dk7PdIBsF+#xmt8*DQ*9iU=6#dq*Ptre2*n
z{?0+Z)RJQg26GfU1}nkHGk69vSFVGjz5P#zkrIFb10^PU1qFfF1sai{*p0JVt+3-k
zhupICi))6$qLVtc_u-QlgULn@-GvZ$nkDKEYCoEKO3MLym|)Ykw(DvbgCqBY&q~zR
z<rhL5)SAq}Bux9h*ds|vVsAq3b`wMZBBghIef3;Muv_7T(ZYH)Nv;pmI(~oP<kDB%
z+#m1G--SwHh$sk_mo)Fd$L1yIE^>A(U2?_-l-mPRa^4bgtMYgbG3ZzT(yunVu+BMx
z$y&v;umk#a`mn8YdLMS7paQ)#-R}c{857_ynduBqa(;R`tF^n>x|Y<_zP9|L&J<|!
z?6k{_UZA>xRux#E)beydUk?MSAkcR~82#&Bf*hyLB(NQa6v{qSgKzJX<bu=?dYVzU
zOCI<8EAm)<cD1m};rrYzghv9Wl)|l#*G9~5k_v2))T8!ChJ`$s&NmQ#R3KNJUPE8=
z3eb|$GQ?e1eDLg31;<LUK&Q&QzVPwM0&HR>c{OP<Dedk?P`Vv+XP36#0-g9KLTg@}
z<k^x2>kA3=75ZX{^0ygv_E)(_6V70^Rl%fF_Ml_$Obp!+3R+eCzOAiIfs!u5`W6SC
zPt{1X@t5`Ey(X(Cdl)pk(7>{2QsT{ob-B)_oBSjhu&Vc!#!FND^Yg6l&uZ(078bs3
zvAi?CyDwaO74$qV78Y7|ByjN|X@#hqfTYs;F5aA%mh_?(W0hNh+w<1s%|EAyR$?Ok
zBMbeRslqWoe1kTZsOkhrWvkM|HznPkF!IP%O=aE8^E<tI-+cw|CHIqwBx)vKUsUPG
zz1!=7-+8}qHRU>J+BH8oFD)g;{0uBk>X6m*Re!qcNvz^G2U=&Bp1j}tC0acE(dr3!
zXQ1|cr4q+AUp-w4&-Yn@3!0ug*$P|n!*|{FOMiAhPWo}umwQ%n1B2da)Gs^D7U2%`
zRBym6T&&BW61Mf6dgo+Bj?I=cMX5e1F8AGVjJmn{!&fpg2J00eGOkE$PO;VWfDUEo
zl~2}P@is|aqXpVmz;Nwv;T>m+hEsUPq!UGA;xRM1d)W_bU$rI{lS(pl*|F2@&5FXp
znB8`7lT@Kz!C@eS1AQU=M3_^WHcWQ^2P1|xv4b^6q2#Op@di=_el?++ytpW$J6)LF
zX%=W?_`FDjRddyUEBdS)eJ|ZlLP=lC?DMn;P@W$x7A*HKnY_VydyM=_RY*qk`?W(}
z)tk8v+>3q0eb(H?kuFfA=~hPQrNuSPvy9QQZ6WK;yTce0oBkaY*Zv+?xPZ#og_qHI
z2_QJ9$*^Xe!??RKhKqQUZ2Fyfo&$+E1mn)1KY!LA+E7xwkO)<`C>omxz8%xpm1fkM
z?5fyH7oqt%DM=bV9yb5NjS-xnRP5cmaf-{srRT)Da|{uhrIq6@{T`*#c}r8tQI$bU
zE{sslRc_{#xRVH3GKPkuS=qf18nv0wfWCDYOPwi2ohgq8*M^^%<~J0x8{@N%-;NdZ
zV%@T|Vc$x)GrFJsc~3_?YJF~%$#HXX-GJc_%u8ry$=91~Gk323puR&YJK*KJNGA9a
z#U!Pp^EO-P?p*O!fw24H4QXGu{joqf4LMHgoT&Hv<dze=y)Ko#i(3~?1x<{92<}$)
zpoXw50pr3qt2_idCTxiA9I~-2<104ib=c2lbxB~3QO%2S%x9pH|13o_@8k>o&lQEE
zGi?c=h4It2oDhi0`*`<qa&8l!s^gNI2~DZ~hb!@mUi3f{wXek4S035`KxXCRL%ko!
zoSZvVnnaF2iV*GP8=4Dh+Bg?DiN;tQh?)A#6=<S)NwWwdUM3_McWoh>r`L-K#YWmP
zoYc)*TYO8~B3^YY7+czlj2Q6g04Yvtqr^?(fwq=Y++TO$Ri3qkQj*xx4`<z9ypi2x
z|EejK3lekoanwxDn3Ud+?6+6I+>XOqSe2Jz!m7;Ky-elAOC49A3VWeVzTsBh&Islx
z`JIy4P41p-Uar}4Mku!48{2F5#GXj~jWJ$Y!mmn}hdEX*wb!T0eHmL@_L*eO5^d-T
z3pIB++`VEoi~9{)8~U{CZ(X|m8v1x7I`NjzO8@WwnFV-KM5uXAc_C^h(-0vOd)N9g
zor;P|rf!kOqbfthbU`&Wexn*Q1e{W8ewG4u`T#}A^W%Nj&qiL-&$)EfNY-&$MvR4z
zPeQBd*YNiV^Dls!_+!Q$4C>K$Yj7tD8vnE-n&Jr!(G(_5GvU89yf|r!3G#m&=Yu6q
zo!-d#dJ25M!r=_C=f}B)<XquzfiBlHDDN25yq`UaH7>U;ryF6zxGUU`Q^@Q0I~HK}
zWp<q8pwQ9vTD9`jlsX|~G(e2XHtq=$-v@Z2U+zXlxUIkepc=awJ-sNgFIKm$4Z?CA
zp6gJ>-j&9BYZvL%KySxLNi@`O6tz;l<LbzEKYLz-veXJgzU42jpKt-|Z9#hxq}W@R
zfYS^*Qk8Mui4(q8JZk!K;;8**K7nvE0z$r*#v}OwSwGL7%5U)Q6H`jAV(1tzDfmZz
z=a0gs{onYh0)(SvZ^vZDkfESj7858a_za0n%a2EYcX{II%-ePUSK$SSwB|>(JeqOa
z=fg~1>$W#iHj`u9_Zn7<37Q(d4-;3-m%mrJQ-IUywU<+R@-nF3MIa^guHv!SjM9a*
z>aw>Z2@#^vJ{XBpo115YkJ>%mj;o!_9{)=yA*Faf>9=Tdet`o%2t=B8`gtOTW7j3}
ztzVdh+z%7ge%+^IX_6`2{6z=#(YECgrbwC>s=zV=DHpmofw{mO2}EjMSNd9hIo6#K
z9O=)p4}M}%(Sd8c<b#M9jM2^SC$J&pDem0f0n+S(;$)TsJ)f%Vwet(x{z5@VLdMw0
zOT#~UdhPiZJ|G=NlOqtZcP%_TZgkqlwSF^52nBs}dZ)izZ585u<r@;wk@7?(xa=b_
zs+b@op<^w^1&~Y|6G$|2`yqD<qB=CKK>At_=Q!NBCibpI_^QxKOUPcmddgdp#P*nJ
zus5~tJk5f}GR{k4>yl>AznkH2Ob_J+6r~R}x;K)TdNbqyq)x$K{}(si7t;&3GDUMX
zT?Ahr^OGRyu92zse|U>7EX;oXAXS&M`N7;XMCWOGF#+gA*F8fxJAf1!qiLQ#|LD=9
zSK#9ie(5CX^G%y#kCRA6(#X@`OqiyuuuvXJV-gbbDSzuIGPlgJ7S&4eNMEx$QIAzn
zpd#d6Q_Hi(Dbj{rk5De>yqaK>HR4PzjL^FoHM0O~Jkr0a*@zl#Ao=UaJ5A^DWcQJ6
z46rMA9>R5g{%P;xVoH3j!k+KF;>|ooZRh$(T9VB`Pp+qe)2YeAw_e%zo~#M5z7N{I
z!Z2p$((9Kh_d~4zXkUJ_b_n3`x023Hu^)HOuv7(!N*qd&Wz<*JOf&NPtFn<Sf4x7m
zhIhLT;EJE&q1C@g8veytya?X>`c5}$VIFMNP@I3FWyT$RfPnwzw)_fqQw;b7$O0qW
zX=-=U)S?3;Z(Y*<eGl$bQ)~r}IoF}D>XrJ~qmWzYhv3gG&$Ap)Y58r&<FeX%jm!)Z
zEDWeY@@J2ik;n+QG3fDzDJ**v3l<R2`o0U_-YFjH2Gb{2{{Hk8hLI<X{&mdGIQde2
z<Bd8xP?>pyM9j~wT`YH!@)}cFW>3X?WODe-t#60h=`A{|vAmjh>qYT(jz3oQY#Or6
zT+7$dq1y0ce3$*z&+SgNX{YTI53#73k4kV5e0QSkHA|$7DJ*DT&j{6UE@Mqg7?AbT
zq(>WiEG;1zL;Z)WGPSE^(7j`ZE*XiYu%|?1z)Rch;+XRFd{v)7FJb$Z;*Iv%KgsXW
z@2h=8)5u3xe123gL}Ow)W)t`XKE8cbT`hcG8q!hr9Ek<v)*wt){q`P?xsMrpu{f!A
zxNWoqM9)CG$LaQKvLEnqccK74d85x6rq3zgV(PKRTUFETZ34RSVEK1v7Q#G#EuM_M
zwa2?u7CidlZSt$D>vl@#?RcfMp%Y>?-dGO3T+8sQxb~tBwYktq9|Q7c>`yE8jji+e
z`ISyr_E)>Lie#Pb%deZcx;JBnLkEA3ltCFl3+jQLUO%7p<D{%tBb#EsIy*I3{Yrk4
zFHmGv8<X#gg`XY`&QFmXa_s#^gu5R$(YNw%IhMUmG~*2g4$csuoU%D}_OEG3TOF;c
zQtZITT*o)u_SP*9Ze`5Bc<}DE-0d?M_gk0FMv6mPdE^-`VBBNqJ}-kJ4E#u_t6=(x
z^tF$jwpk9N!<bJtbS;+G<CQ{_89;$G#<uv9e``(G!p5Ff1?x{TdHo=-Cpmw6C(Pm!
z#@#&mzLyEhjR4$=!03v=dFjk9eE*}j5Gj!~c}{9sgl-6-=2G*uNcnRBeLsKjH6OxF
z`YMO)oVsq!XQ%<M3Cp{mcQT%rROU~8h`4(`{i*cdf<;9vSlNwJWog1=;6puIt%M&h
zZn|sRs`qHV(&t23uX2OP2lc}E^VM5_7;DXMs(3+)$Kx1p_$n?oFV=X?&%9tx?!50M
zUPI}o9Yogzj;XV=7j7=r-GARQb3)&kJ$^yhgVAlp;GS`vU^vMROKTm*f3NLB)C`m+
zKK*Jl*{uk%*hiN|J=k|t@4L^giWQ6GysY{r?3wWwahdZDT`{0_O)%kk!<z{=e0@vm
z+Ie7NQ{=Pv@7qFxZg0KIR;Xm6d`VJCw|$26>W@hI5ax_b2YN7F`|d|GNaHeDQl4)(
z;;;CnW4OXam1{j<ehYpK<<Og2i&|-nAy0%O{+<xP2Jf<O#kI-(z)M>U@4~!9n83R9
zS}Ls$4BR~3rF)lc4q_BESE%txxe*|z0|YQSUP>9=>9rmj5Iu#9{$){I?$&Ga`2KY0
zq0-*Ia^>{C9c7bcFu0GIqzgCw1kdn@yLxC{uGL#vpdnwVAveJmpyTDJf6)Xq^S*)N
zKtj_V7`RK0T~(bDB^hOKzkGfAMl{WeYCqu?3kRJk4M3S7G`vL8-hSqMcN?VR8xg%x
z1{n9}+=&HM$`=Ehc_CXZfD!Zk2~_Qu(}-K|D=(|EFbgA(2K^Gwy!Zdg<;>lJy}6nd
z4Y*e6<@z<*1e^2H*CG`4FWrW8)4ZZN5P5imy!o2+waEy!bYN>QqsK+9Gw#DErt9It
zQ49gLLwscQYcqQrGXQp*ur+2Ke1ARd?>V1!(bRK;`oQ&eEQvG(<8IG4s`;~w)F2^7
zEpMuZo3#0*1?}}1qFvD@U|o8Btvb;#YPiFlk;;>>E%N%-%eBJ?i5&p@{Iq_2b#=|W
zB3$zLU}o>+W_+Be(UHDMN3$MFY7_BGxc}i%cVb%P{0i3xSTV7L4C@PEzieu?cXVZZ
zk2Hf(qAItfDihom>;@%#ohHOHA6&VsNPi>1s+87yCpkAlE$@kkLBD8vIoSlPERt+l
z8v?1_=zEx2>Pb+TUv>m}uE((=%)_UDkx#Q=;5E5DNN5Gx3%opvH*Q3n2hKhY<}i33
z43W1=0{_@8AD!m^FC9EdV%qP2&te2c*&K5G{LcG9jt>Hx@*Th&t(|#G`HBk^D6gaj
zLd`lX;~n~4wiM-4;A2b7%onb|CrNAG9B*dCWMK)cm(ISiczcJ-_jkR(JB*#^^;e0;
zlGhtduqG&J09_5`<_{&f>={yfVH3{)L0sc;-zh8<K@Ar<&|4eGBXo0QJkaB-DdO*1
z6t;}6g%Q)(M&gA3*>slI=MrF&JHsj@t|vcC{AOlx>ugAoL<Gc|m-d4l1W=pvUuJIL
z-S!0n=c4W~_%pM<WZ1FcjaTkt#guUZR-}CH?J$@$o)jYYOAqJl@Zy~X!Jo^Tq+*%J
zIYU#tFzM;bG+yGwewXrSh-_Y3V`xrqyo{4Cr8CRMBtq^i;H|x!X8n8`2;G7Q9378=
z2LqNhem_l3wx7D5m6Z$~(#%Tt?Z3FEg>`Y>Yjhu`d{F`^alQSjt?l+pt=n7?o43vG
zxO6ski+AU+%v@;#2(mYR{sq8CcUXSbUo`khSNl=<v$+8^m4JA6b41tN4L=I(Ru;0Y
zOl95y<F4j(A@$ZJ1-K?y;21;#+D=}bbcfQ~2}R{}nd;~yrcNkkjZeOl#<=r}ioQ4I
z#`-=dX<Q3jln$JIbu%xjdYa>`L~!>bF#%kYsw?_6)e|5BwB8TDT$}R7>_rpv(P16N
z0)5i@*+f|ChTqZX)m@nzV_9s&A?n9%QkNmp*BUp)*2SW=*`MZI`uXw?nn(Dmpro$6
zO-S<l)5&`QF&_{oNMVQWw2bni2kqHWMz1Ys!PwUp?Cvb(tVhz7dQjcLRBRIr1f=`P
z4VsDv?~3rXzy1>IkPVglREch@Ui8ta!+U$YkSgZ@A_;^@1px9QT|V*yJYvfkue;7)
zZ3=l^G9$F$B{J|vdhC0W%EdCy{-0q@$DOCQzOM(KNs{_uI(>uL>tf2u`jv*rFHrKU
zUCLAl1SP0kD)(bl?oS;`sPuoaT+6(qE@uuv9eZ0#_HUsmS%DPz1?S&(CPjli{bWbM
zf-KEgmUPkCQIiYIBKX!6i6FN6J<0SCZDYfO3x7lR+UG{J;%6ny1_8U;5?)^yY^8SV
ze9+2;0Joi;8$gZe1>mvColz+2T=(WeiQ+UwPU8*mJcH*sy;9{PZ?Yfs@R0@5PE#P$
zS_2vmyn-JXW0Y%xqQf>d1(G}GviG%f)<dpEclx-U#@r_#^!io7wcs-`e(k1=HI;dQ
zZWE|=%fDK0b=&|WQ2Nz|HN`o)MZHsM8kC=u?rF1AEoA~`-D2t9drZoG9BU(dd;Rf0
z$%i-F*thFP?lr$k8%pDPSJAW#W%v!)PgetK$BNNd&&ka9J`xtR+2bzFyriQU(xh~4
z);C0bmNQ>8<h-%?GZFfk=U^1|f0%j;pen!bdzg~$5Tr!}1O$|BDJdxd3F+>ROP6#B
z2uLG}NJ~gJQX(Y^A}vzV-SBSwe1HFWXP9wDoa=MXbI#stueJ6*c;oJH);qXfFv=4`
zvE3@a{*AeUI)KH}vlMMc0{AB=QW!?I1aFc0VBGK+<td!>R9&axorG=$yNSvhfEN!v
zeE*~r>>Pv_w^0iGI7)3i{xl>S7~tQtIG2|20^&X2-6vSTq?^wEiXP99kWG2MtKaV~
z{whd<b^e975m`FJ1g|r2*~@K};#L%(R4C)jvEQP<dRBa6vZg}#-W-4S^Ut$W&)SQ`
zlnq`)Gnpce@~vOLj|80evnKXwVfCMH1sHKP+gnGpo&2=fG$*eDNN*^06m!l*@f##`
z-}?I-Ri$=P=Iu!CZ*Z5%0x|Jf<mJ;(`GfANb2MM4O;9-h7dW}f>k&AYhfAnbw4>XJ
zemZDD1i9j^_o9MLDk2o}B~!Pf^XgU<%0fS~!yFBoG9R0`y9qXr0+eHV78Ezb>pW#6
zTSIc5r`&*yx&UOa4MNTqJusI1JC^Ut{LczgLNw$&mTw})y9Noi8FZo*MaxbP2bD*8
zSXW5Mw{ky-QFszXcUisaoclVoClb}g03h6dyZ6EQ+QpB{(lN>l|EuFZR)>ZS>!!UT
zeOp(gYh;{x^Lk|?P{IjXS52BuJ8MgA-$^iW%*7k<gnEApe!?Wxk1VI0T2$l~fvPNn
zbleiJT!5-ZnxK$RAH@I=zkEEzm}384-Le;A$AOHNY3HbRptQdCEK}6WcZIBR#P)~r
zB%j^n`;bjIwY|qL&f@tXivNml#Q$+-sNMZUi(AikcdYXtNCocb_#!nsRJ7~!u*Zgn
z@YC$~MXWSm8m2iePS5jRsJ$?j3m2<gk88so```8ro5)t*Npxl2DV1H~Tc;)s>R}ri
zG;(mj2O4tKEgc(i;+yU9pnB3CVwIba=$Jp`nyLxu^6_Y2(X=PQ%U(j0@oai7)EE+k
zH?!CPZRCGz4L~}TG=l(egg5F%{>ZCjp%f#Hf}qDaY!}R+Zy2^lRmAbsNDGmkTnZlx
zo@}j3ZdPe%=2wXl`C#<#L1MAvyWRf~_=xw`FBuCBf4#rEogiFndpQ@p5ZHP-h}`tI
z!<sb7R?A=jqFqcfRE<jA8bWaa{%4Db3-OttvSv57&DFd<6tVqEn%<t%9c<VtMMaOp
zQUC>-J(LffF(?mLE|6M4175HA2TG5#+fVv@JF|%20{EOW9FkbBFm^BFW3y)VBju>>
z@@6xf%io{K9}x?<Y1~LwxDjUD2F1ywJ!HP8h0@XeZatk>r@t1CYa5rz+V3y#qt{$)
znwp;*1>Cq=NEbzHMGwAUadJ!3EB=u;2~sei#lMyGe_ZM-^vF`o)ySRLZ${$=eQodm
zFLXahKWbUQ^<5r$7>rlB({gyu{;lFNQ|X1UjM~dSGr+T1#mLtc<KhL5go_?H(9LLH
zF@i`(3-4>g!-qxq$gRR&_#3lC3{D8ju9t8W5`M{FXO(cQjaS1;pB>^BtVXCIqv4_^
zGRCr}Wf<CsD4dg_Aty54zZW+YPFhCvCP(1ya&$AJQ27rVi9|-L^swjno)xWA&&{@q
zr6^Fs7Umbk#a<k>uCMco(_Ww26b$uXzFQFE-XV@#%V#2IPkyO=kNISqbDxpaci-Le
z4ZR=$TDM0qLqU#_7<fvcwxkq;o)(fO_A%miJ}MY}GlJ5x1-v9*;*Vk$1xC8Vq7CQu
zFLK8j!jy<2uha4FAgKt#^v??_23{Nno)aD~C)fZfkjlL3H-~}*$n|pWjDft(D8y0g
zRJfF8)}|%z_5~r`<)wPvf)Nd!&)!|a=F2l_Nc6pnF54mmP-XdxCdkpJJ&ALVX-7cW
zd9x4K^#8>mtHE@I`O=~3pbQ5e@9B8`?~F~0--sFIqy9|&s)==}{}0SU?pys^rdx_G
zLHL*w33gJmK|y`#BSV%a1*3porGo$1L^j1O;F6&Zk$WN=&6*MCwYB4PxJOz&kHV>W
zm!NPr9QzNzyqv}|s>m!VGu0IuQh!-L<!9pqo)?3j7@VXS5Q_+-yIu}0LjZ8o54TQF
zSiyUG>N{GhQa+u*M}Xh9yd@Ym+u~1W=DZ^ycpZyMIG<n%DT#=GR*9>18h;~nIOOhJ
zZJcXb|FIdVh><>3^&?yP@230KdiBEbqFrc@&+!Vb>zhXX^)Fr9D&nnFbf?ZYJZT-u
zyi3|olAO=`4kp!9MUXB!LJi7+s-W+GIPh1Og*C9womVNOYz=_=hw(Kx0hH5QdfCeo
zglHfyd?><(;HE5mJbRCbpYGxIiLB5Es*8eeZ1vJX7zW<YZf-UCqCCgmd2<9K9-!Y@
zJz?Dax)Kn1#<zXxNGIDPly<)<%8_GY)K513cp`o(>gu9$<7eV#kL0^iYoKcZ5<@1y
zkb?s;wA^FB$Ir42b%|~n5?9dw2@4PWkHV^)Ce_`kSv*r`5Xp0b_yPOBOCuC7zG@|E
z7Ox5ElPwG27yV!*yX?)>F4W)>6vUDd{KVcex(a9Ov2-tR5qcc_q_Q>XUX^8QCJqi9
z4?E+CJ&_+_`ss0HeZJ@slA3+4A^@*_zQ`|0uJ>Fu`y+5c0(V94gxqy$*^)(@r^f_-
zJ~8-&MFP=6fxEwzCav~vaQ1|OYxVJMlWObqVRxFcwLD`4RKP7`j<@fk4L{JI+BGBN
z6!S5ej=PQqG5N*{!`NPx-#W!-FL_!nhuPD+8Dfi*4aCO}vQ44)R0dDnv+r5cs%6cc
z;>Y2f`r~(QmHO1CY)^P@wD+`LQCwd3^yKC|HbeESRO01uJ`QyyL7cRZKK)ksMtYP7
zfDN1;R$6GQf+OVm3G*ExFo{A&uis;-k*>B$qpRm`t=|=F1{x2do=#k6@nGyigQ)zJ
z_xH9V{DbYeOwpPuBQ1%}V$NT|<Ay?b<&)$o?)tJ1(?H>fwxf#f`e@#N6G(tJlN+4I
z-d9IOTvMNFiN99cpO1}acgy;FkPrUUl?2j)BJ9HtoA2&yQ4F9A{OqjVI!hRbYTgl7
z&VceiT!3!M<1F7Me)%mQF(B(GYg-}cPj=FoniE@mn7>-Yk$9HgX9jpWmKgQXl`RE2
z*=0m86&f;SEV{k~#=h3igk(>g3d&9Wp*@D*WsLGtU2QE}fXCqL1A1BB8s^iR!$a2l
zR2xX6-jy&*5RB9lNAot%UM#1eWAj5|efyD%>OReRrXBzBR=)OEyeD~d|G*~%GR$D4
zS~^ZgIqNwZjI}3opxMMIp_7++(2rJS0_75L8QZfnkhF*^Euha)#6D*~G#Pr-<ix3=
z6KJjjr^n5RzW*3#)b(}tU+=@Od`lwBMZW3jsTu^DJ!$Jd{7`4CLhU>gp2q^P5CA-s
z#NP`QKg;TiA24cbYQkY)UBO>!#pi26DcEfZyd=3i>5Ks#OrJa|ug#g7wfp_kdlU{4
z!r4W?E9yDoYH7YV@Uf4FGdjr?V%NMUThCCKFXCpd@O&sW-4L>94$Ov)jm;mQxihhB
z5us?q({Wj~AI;{i;RT%&Nm%FOKG_61e@1LRS=CVXI7`LF<ij2YxuC6(efExQ96hd7
zL|#Pc^V+gL-v0<yBasZmHUbA4=o?3P$2o}ckY>()b8pX(=V0X;K6zF?UKoM1KLFj1
z$TjwFf7qz;TT_Gql@8ohR33m)U5_V#>Ff0zMljB^lrh5bX;6ka^(U(=hbqgBxuWn^
zhR$J4_UnMDo!s~q^IURrcc&ph6sZR%#qaBnKb?*ZXwYJ{FN%WnYZ4hrU0oe#aOuyl
zo5TSaS?w)bqer&GH=ewhlORIet^Ff1w7@NHy`UIh+8THX$m@Kvu}tr1;Tq(d8ozE6
zW&$-qy_UB7x-ikicva{|P3OH)|Fcj?1DA&V9tAbuw^g3RLR^2h+^7sX&V@lKcj~hH
zO^lY$nZj`1|3+-aG5TBhpk$kNR<hTX;m9Xi>4EA%<9+|0-ko4}(8E<$fcddb2kDc8
z4lJ6Wc;<%CPP`voRaL8lFIR9Gl5aN&t90g}PY!G|=uZtKOUn^h!AMG@xkapII^AEt
z;?m?|hj#QnjN(F@IY{$y-dms=T{?>^_L#3NpT5;Mt-qp2{??#;RIdiWG(<Slo>TlC
z_!C6=AHvrEk-RaM56=4an>N&sjB4yTns*+~Ux&^p*X_gQjTqmoIwzlI^)Bttp&4?F
zMil74J`RN4%|X3bJpY^t<Zo`#-(FK6{|H%&UjnL|zY8arlr<<Zk>35FIJD3CoShdI
zU1R<-Dn8DX>hqBw7|(mLA3k(E^cMZ){=n^m+48LQWW*Wzbe4vX#-p>m@Me8xc?pk0
zwfez~3V;iVEn|q>MD=?X=OsRN$Ga6^_gT*eJ(1%Z?5~O^sp<|^{$6czbfwr)*Ivwg
zTJzVt{z~k)(N+|w(>vQ#SBFWwMCg{2Of#peXWLhLY8{+<8i9GeFjx$D41i+Jsjo7y
zP{PTx^gE&lIgpW_jQ1oo1l7#X{j|HWZO4)sFPe1ggUi0WKSR<Rl^>1M9KN%%0A3i1
zm%RW_y|?bDIdjGe>2Gz@FJLHNYk(sQm`r2{lmY^*E~vXTH6b_lI5Q|V1k(dERy{nx
zqXd5gX;q&1A@fi&=C{u~iuB7ft8PFU1G-%Hf{!SDh6B(wB^tSnpDt~h%bA?oY1BS^
zhnqy?kW8gMMeCu+Ag4AJ^#>gh)c-<d_wjm$+;6H@XR?{2P>k)1i%*)9TL6z+eHLWu
zOtc(Ud_WghWdU&-NNCpmgpO)Gj&NvdUTKH}F7s6AVMgtwJ;>*#EGb`cB&W``Zy9>c
zq4}Sik%e)y-h6~XTY|b$F5Tp0i(cMfMG56vzp5|waLz>W57w;Ce+nQ4t0z?x-&0J>
zbf#eXw&xsd^OG3AxTa#AcP?iXhjcZjZV)=J|Eg)WLE(&4q4Io87vuJN3)e$GHQljy
zdFhlx;oW`-o)Fjd*SRTOx6@7KIJJ`W^J}#d`E?|5?rA?wr(JF#5pv`ITwE?d5=>8z
z+u6HY`h<zQQdEl=VP=Ao*c4qiE~C4f@C?EDU0}cw+HY8HMguA%L<@?lH9OG)yFl66
zcWcEs`7k1eOoc@0Bl+N~zQA-)CY!}TsNV3fCPgDc1YJHdPiJy}&|CSWmf5T2d98!Y
z!?YJHQBs1>{$TM(#?znZq`x0AtuqL$4LGIUUyr4E99Lu4v|qw*Pi4T7y*z@z_*T6x
zfFJu^Rnz^?7S{hindQsi`?x$j)OzBk^7e><X%}(C>$9D}uOFOs!+ym6uDm2e0#KoD
z9L%9@fD^{of}qqAKWkB0{v#n3Mjv(j&5wE8Hm8v;r*Vx1d<ae#J2$Nd-PzAq9+BnL
zUtp$(h2Yd$5GE;?cEcPWD3>AQ)j$zPFj*5$4U{8&mh$Lt0T+iy;^}3t$F>(j*0z58
z&9@NGcwV%~D3%3XHe>h6G99T<wV!|0*GYN9f^AYk0XDed9?wI5=MwY#%?p~3)uqpO
zdHdr}uS=KiU+vUQ(MAnoGbgJ)+jA9T>9ow!t<wjJ1V6YE0<c^668#eFo=Xshh2id^
zwT`Z~@eI6KX960j&+MffBZKlYofH+(9no7AkjH^A<=IRufc9bPVEW;LeQ7zU@4@~9
zLx!X_gVccgK5ik%UItz1_l|(R$K!0Pvwwo_v*J)`h6g+X_%}Z#?2WtAq?iXS2mmJ4
zT>%OYXOt&Fj*;FJ!`$Wnya1RemkXC9ukFjPwz+e{E$~F1ecDM>tSMbN2vNq`ZQ;iF
zKU(6;sz>9t2>H-t+ULC^vmMo>p4M3(>RK@!DK3lj>9Oh<Ekl7&PXkvbmtP-AJZ=MH
z1I7p-I^K>1t~G!uX2603M0MJDAlU(S0R;d@t*%UwZkw*;)^R_bNMH|Jw*n^}l99KV
znAe)|c@HY{cDq(qw3dNDtU`Y9vtk*`!}dBpmrWo~foH`;0V=ikuXt__QD&dncG(8;
zrm*qcWc*;(m={O*)2Ho*t(P5lyY%N?RfN8}6>coxfxK%&6lTm=WPI84A&*aU>UDM3
zKE(*_HS?xz2+SLjG3NPDxk!vpe92If#csjL9dQJ<r81+l*Xs8p$Za(5ftfd^0G=?R
z7X^uD=240{_=qG^%;81oj~k~mJsFKL6C&~~WABH(mi}ICC%Fz46P^~d?<g44dMC9%
zRug~8i*_L9#_4ZoLbR9WX%=`SM_fphw}EE|utF+xi?R}^CxDM&l(KJzGTWK@v}L71
zx%Dvgta#yyYwWe7*hFVPhhZ9_Fv~V^!Den7Thw~M|79*`tl+@1IFvw>+wod<(F<hc
zPu^M!)SWq@5>VUEt18JhTXs76_A(G?qA9S(PYd24SF#ldkj0v?vyjQ7U(Kgq{9;z)
zN{s>T4)B#ht%!75Wsv_g$U6OaGl)sdSBvEEwZpWGV14xa&AF?KT8!-t4EzP?jB0be
zaAYLL60(FU1e`};2C*5YV7Ed)eV?euLH;24JZIc6g8wopGF+uv<;pkpQL>EhU;EVf
z``7=QPD-J3xBGO&i8(L*k&*PryYDl)(5CW#CepTk@Zz0FGn~pAye<U}!V4vEwv#cG
z=fpR~D=smX0>zJarH((Zd6){_mHKCSVof~sZhj+v$%w;78?R23DqyiJE`xE3nrc7k
zhBcfk44M|My^2D!+$w6MIDG>4iLd{Nv4<)}T$hPPFPTij(q>T+_GHZ}FG@kSNn=?w
zaC`5b7Rs%o1PNp&^)UiRA4e^SqCY;e;Q`U$i+3RE!3T<#gsF3cIElUg<K3sY77Qdk
z4+DF*P)QK~qwc#4z<i|>Rib*wO!F3}peHe>Aiu8B<l2F1an_eLur0CO^bGQEm25T$
zUuyucS7YDlObrJ%B2O->xn3_Wol4BPU&8nJusbS_A0IsBp=mXd;s}4_G_zTxL^;Nl
zzXA*~o<dn~G+%&Zo6g6MWD^wutS1>_tzgqYJwZ!ddTPI>-+3mb>&~AgDU*f3mNfHv
zl&z;Io02lt3y&Cfmjd+MYhqMppX+#I6n_n!4BNVO{p=MLT)b9j_dC0;PESp#T(=3i
z^ymTtCfP67!!}@m2-GVY+B7dBT4Cy3)Y~lO@S5txrZNdRe|0El8mHgK0Tpf)Nol=+
z7aT}SwL)+cMr6!+Wm{+@j7^zT2t1^PO6ycQ2lLAd!0@+TkjVt)u>do2eY`A;LB|8u
z+~(7V*TSvRu_E@&4zt?q=y40%a`t->jgQ1n7h3M%iCo1jnr}ChDLOvt{ghBnqAmS@
z`5%GEChyaS@w|#r)j(q#i2oP>uA;|#nnkXpeNKTt*D;&Ec)7Rp!l4#IBFOVQ1E@5x
z#Gm4Y>H@~PXQxNI#LvHpS?#D-S=LVGTM(n%(^t-a8r?!JsMNhY>vwnNEHr1XF+RE7
z`64-~04KZ!%j-E`SbXcEOD1o!?xENcd1>sId3|<CWB;b9%E16+<W%2n5%FC=zrkDB
zCW%Os2Nl`Icv?9++C6Wt-9e_*0I-7tjz=VT_G8IzYzchp)DO?7b2-|k+ik}LDtE+c
zKWFB7N+^9q%_!7`GSfiV5Fy>~54N8KRvs*WDds$sc(85IBm!OPsfh@xCfI3yG0IDV
zG(Zss@d%7PkUEIe1OX@{)&d2H@w4j-4n%4278z6UsHaBMKsK4M1DalHln3T5$t9xo
zSHi@p75A6pU`+^_9=N-W(xxAt%DEl)W%h=$49{2c;s2ATaJcKfuqVi|um1e*P6J$g
z%i~cV;P=d<8;vPCxNsp<N3gKS6T_3m&ZnoRO9BzNR}DhdAS%XAxS?M<cDn6AX}Iul
zZ+zU`k%9Nk0d(4!$UAIUqpSNr+4^{7K8s&`Ge1rhj-TUfIY7gm6y8|FLcRtW{(I@A
z0;VqJH>}@%6~sgV5(WH*q;H&r@bx4Jt(*^X5sED>#5_8m50;<I6%!1WtQ@cz`zUvH
zO;)aXh+L!N7z`4`^2h`I^L`rHj}Gdi48A)fd}UKvs7SiOOqeKklW`G#Xb<(G@*<=e
zf_%jY<P&dF3vs96ep!4-DidT(0m}~y_pG?R#{N_z`=1%^@A{2XlTwx_5UZd#2J!@W
zy{8Qp=@yJ}L9gnODOjzwF@OKPpRACOY48vM<NDw=<aj3?K}+^X<~(!%n${8*hl-}R
zq9aed8j2%Dn8tT<8RzMK`u`Eu*^#(q5ASS_c5&gF%1zzBnR@h*b|tzR<o>dkcm6R%
zoev1oo`jXH*i!L{9Z#EXha5D^pZtu+|J{@q;fgczyyqXgQ=3<!8;1%8DVn<ZCi(N}
z0hQm;M>HV|Hxyf)(6l!0&)rY`<7}afHtZ?0>{9<`qjyS#^(;l2b>F)=!q`Hv>cHgp
zhHm$V=7l2tHP-DG_`{TJ{NHx=Ge+4GxjcJwYi00D>Uas$Q5Kg|iLsI5`&Py;5bEEi
z0PjE0_1B}3XVjz6nC)it$P+yoHKR#BpkW|(oapAU<Y}<RPHBnI_I&?N3Tr)(4DH_<
zxJ-j4NIb;BkD?g5@4|pA7jLlMz$-Gt#knp6p`!&VL6{l`GP}jEPQlMq10&tL>2Vl)
zo;M_N#R;B$?Ea5pt^j-`UFB6I=XLL>&|C*zl*Sa;g+e=aQ$8dS&r6JR4d?Vk-ZQ;T
zD$@?mG_lh~4Amd}OJa+h4q`DG2Cd`_Luv&(MrJ=1?%gFjU$q_VbTsfpzg%PHKHkEx
z+#cTH3%;9KIqAw;ChkdG-i*K*OjCvpa_!o|MDZr**z;v18Q*KVOH;>aNU=ht(EGQi
z9Wzv7#ADl*%DlSH>N)y&7I)B=*fWDYQ~QDLo$mhH(i7+F*I(iLnt><2Tuh*Gq=0Zf
zrNF)EgqU}iH<44(ggin~Yur8kxv+SVF)6s3llrbj43QzoC#Nvr0*X^upPMv@yYhJq
z<qHD9G5j++s_!HS#P_w5$><y=`9I_WZFu2c?|7eJQV@(zk-RqWMmUsXxQ03eev+<D
z<<EScLUym{&iD|T!T;*zMQ}j+IdMe&&g(|~XAfX-)dtg6%4;AP{~maMehqLIB*owa
z^S!h+?c)wqSE`!cZSDT{+QZtNvEoDe1i6xi*E(`6h-J;j?ZIM?H<mt#Khjj;HbNGE
z^?8Iudr`t)Fc{6c;V(P(=Y5c8mU*6<uEgG-SA4<V4>f}JnBYqkt5KeISXFP6s-X$~
zmR-Fm|Bo%}J~4~C1?7Tt4<g<DukpEsnd?=)t|e|ykDp4pKGlXo-PVgZe#56AIufaQ
zYBaSQwQLHYa5@#al>$ld^<L!`*q78u=Ml(pJh)$Lp6n~*<E1m0u+ntKHKEIpa`Ezp
z0{g8$P84<<#QT9OrGilyh{03Knjkm4A(z2^LUHa1`2%Gsl7tyHH*RO{2$9+FO*CYP
ziq6#OSdXVV%IHcIoI7n65dFf1`MaLTO#i2<vUm9&ZGO;31A`hE`P|BwDvTGRGTz1K
zjjl>(zAY+ZNbSFG>v8ruo}hD&-{ZqYhZNrVUp(@%H1*^u9Jy`hOKDuoWf??vm`5X?
z{<z8vbM<_+o<^*3l^mF_!^npA;DPQdQ+;jIXOV;wfg&tOAs;0-ApU`Xr=!Jt?gzee
z<~}=<hF&H=j+AIwK_c~W8c6GpziWKGkf&{=Z;(O74z3+cdlub}jHtFV@$SFb8_hnM
zH%Wl|T=Bj*149vzm>)vuF`>3sUTL#z-Jzf@6F~Tu)f$bF4>|wTidv{FmDg+J4=qGQ
z7;L@bQjD67sCv!r$Z%y4BO&Wt{DU&;+RP330{dIpT1U;shm}58LNBALGz7_)-E3bH
zeiTA71jb}^THF7WqY8m6W#-BvyW6P+3j)9`5;=RCn3$|fK8GY<J|0fn4Pi{Kyh{M#
zA5kviWTI29gA>QAH04?slrxcKII<QQC`^&Y^*TtAVRor=PXugbuAI(4@dsO^+u+p#
z)dx;4TB4^sqH$bGXvRnh59<eTy{w!kUIZSAcoNgK_#I@<P-DEfz5O@({f;pI`twlH
zfAm?YQPeOJMsYu9i>{(1QVlr}OQx)3k9TvIgbn141Fh5HEW$TDy6CliTyO5KFV3rR
zBDTqSc07ctB%(uS)uaE1I)v-<f;nn@D&Bd&pZPjl_x6|O2YN!c1D6GWF#|bu^UrdK
z)TqEq<M`};`5>T1S)wGv?ZB++Og-@Hn>$U7eaM1<*#b&YL+kKuz88`%=SS^FenLir
zh75eiGq^%^|Ch_vd}rg`B+aTO5+>^%0w%<XNX>O<pHCh5(Se21!~%#S(C@*%Vi$yX
zDNHavGRz<T^Eg&^=_V-x<Hpp<MD4qucK1lWND`_8ed9L6Y;tmrJ7x1p0cRfsocGqI
zjd780!AD9dUOS-}Lluh-$}G~{GH36djBne^vx07?-T6tsH=k!$p$6=Jacy_pJqiLE
z#Qzth6eMQdv2RrNNaBJ{X!F%Ie>@}zr8Db7`cJQ&cd_zFfh0oP1V<h_()I|1-k{aT
zRvY7hA0264w_1IzDJ_c_+;bA&>x1k{uPC;3)i}QP2B7)vXxz{JeXM&T1k(=W!mh3#
z{$?mP&1!0&F3VH6ZFR#$-IsmTP1jW-q>crkem|T@X#Pm(-x3{)j%Wl4@$M!#67|Qe
z*>6dtnE%;3G0&hzuU|0o>nhi`cL*p#?{R({Ra<ap4u#^@8?Ivr6_CxEXCL6A!thHg
z^ua}!|Ck9LrIm)35|Np94kB>otXbBM;YLk7x_Z+k?D^igZ&Ut!tn~^l-1d~A+#plq
zNe70ZJBR<_@B78hMgJ;TQ%DPshFnr-tWde8c6M)|V+^Tvk`bxU^Z-U-u3g^#gevO$
zyG7_+Gv<MSs^_*3|M>P`KTe%-0dCwHfqnXWiP6W=84#CvlmJKqL7Tn2>JG(^c_Xcy
z!<g6Ty(w2aSF9#-`~H~b4aptcwtE<y(763yI&G)ucBcO8@<#w4sA?;!p*=2se%WO<
z`9x5a>i@)mGwM1I=t+EuQ7`;%E%*rN{tK1yXXmFsmiiP3!sBRVpXjxacs)SYB7AXo
z**9(h64mub$Sf-4KiuagMnj&kyZK4?%FmXE5@@9LGfV&r6zE9OF24LE?|!CdG7pp2
z$Q#dfO>!R}`jmGo)r!Z)&$?iKn&}H}eNahdk{HOZUqQ1~@4@NvYd5OmUwPvU{_{X3
z(pD;oL^7dQUp<=!JzKo9uO&WtVwm!0bxAr*7X=PCV0b~OJtsV#eBOV&CA${A%vD0j
ziMbQ+skx(ZKgh6|2Twi`MrF@?%?y8B6Tqj8eJuSIW=$-u$5D335}_f3;m<l9=uu;e
z-|Oc~Bx2>%+>J32Gmoy8$>V$O%rf)SFDym<*CSwb&hyRY)5`K&y_}Y<w|X3-6AGj<
z(44`}3Y#oKxgg|OG1&txsIOt4k(HM*Jg|XH8@DhgH?4gtv(^h-tshBeoOWU~oBX#Z
zv?(ANkfH3-h+uZUHa{g?*rr3a0;&S6qfi*UQKeX;sPt9%J{2R_1WirQ0pgsxAON3z
zJGGL1_jnNom2V79M{bF$wb#;SK}quWwLL+(u2Roky%z3p+aZqm#buS-G=>dVq1UG)
z1BYoF|D`J5^5h!@U$aLHQll&qD%YOMM=}N|x6pctX~i*j$i-O~8qZWXPIRT5&wMa^
zJ~k85A>=8MhVA$Owe6mW0Hq9}pH*L-G*m3eK%tItq7#Ua8vFDIKqFH3v}a2PzUp{u
z>KOO_(_YQH3Q>N8`feli3P$;a_8&)n-rViKZ~YG^KbBgO&gGN@38D8Wg#Hm+7!cZ$
z$715*;xcjqvjV=a9Yi3>Wxnn2^QHM*$quMiE`}1R`iWzLR;jpBv$!d=RRfy=g^+yW
z*nk~CR`*@>YeOfzY-qPz5hP4K1jzxAB=}d}TT59)s^MZcG2)w4J<4nhL5KMoALp>;
zb2;~CoMspu1RRNxhO0!ubVU(IAoE*onDkHeWt8G|ToG|KE*eH6DV(P+8+fFEJ-q4$
zw!TgMhpKoM>Y>JRUE<J`cgNTX>EioEX-i$BE?F_8+*;a^o%kcZ?P9I{tYX*&(+-|i
zgp6K|Ksfcp)5X7vz%!ZTqZz{}k0xcn#b4=r5xh3oJJ%o2Gq!?~+B2kI>Ar3c^&=e$
zMiCQ!4c^x&%^th{;LZK#VWGoPYDph!U$y;MX00<)M9*t`&;4Kc!<DR>c$Z`OFfD>D
zHKNfh`;QkbY%iRsMrhF>{v<)f2abY_0S@7Z{r`N@u%ZdB<t$N7=L4U<a*>*W3AVp-
zu7Ts*s@rGnN?K?wd0P0wrT&Rl6O3&jjh1PMWt0bfZ-03f%1-Q_F4(<^j51O4e4PsQ
z^qAMa(<oVp4dA9PTDT>Pi6!%S=G$@F=j-@~uxLY@LG~c;ffUP$hR^c3?oE4eL><V`
zCU}rwd}lFwoS{h$d1%iK>8|42&0>_CW>0kLx=~h1ij1W2<D;`>r@k6oj=rNIC?nJR
z*)UOn@`Hh8y~wP%QqUmO$z??G_+3-5NIkPsEi@HrY6@8?B);&}&uR}49TU0Wn;2y*
z{(`tzT)=7~ptYSJ7568eoi>ymIwYSx-eI~tl<j$`D&4eyey?eM*S^lKXT`$mzeSD7
zxheM*c{m3Pqu)ESPEjviWC&U*TqG*KLE%gp8$k%7Fib$y9#oa22!k*J4SFf&cmoU6
zJtH$w2oZc4Z_?~$FTE!D0}ZCqtuts`fljyU-l_bj#l&4)*DfZo)&H<bPMIPi=dI6y
zzXyd81XAGCrycHO=zBj-F~3!|#(*pJvqrS?rK2cFYCsq4d#3#%;#@w8yFS`O4nR<}
zg+Aw=6EG6x8FHS`ijpGsf(D1|<vS;uZ?kukjKgpRq5b1c!h!%o5|`iq!YLqww{{bM
zuicTlt-!Dr=S!dKt{+|8f)R*#Qi{>NN4~Q?(12yN_5h6X0&&+sF^YjlDcX$KHa*Pj
zA(l=GK$jUrm&f^9mh9MuuI$bsTfv*Y=qtygxt*JrzcW;ZyZ<a6-|(&p=bZ7uHEcSf
z;FwJ4qH9{W)BEz`f5nM-C^)+NW@tz+;h5$>jf`l74V$odf;O}V+y+DFGgw99Ip^st
z*jF%Pu>R(X>??3635^nebH+MlB1U*BrE(=CjjXy^X&^=Fuek~FG#HCw2Wo1{fHWRz
z1H2cdY@j+3IxH9ux6WvFg7~t8na=wWkGKW94{eHH{-AeFM@B~Ck!Sr&I`z=Of^<u>
zqkhy{#3iqJq(HJBp-ZLv`0+yzP0jqYCK$uFdTpDa1qBV2+4;-m!Tl=5Mu~C4PQ2~D
zv%kmF#mv@hrSzC?EO$yjg&F69I?DghOK9UvtogA7Ay{QTd{8vVdBP;iw|IGYaCY4s
zGxDAPJ-e}wZpVSJ8Q3_XCGE{#6;OGHpv!Z5(ngAyX&2%KY$Y)HZ<^LF;H5ft(zWhp
z-VHVX-}ba5+3?6HJB2~3ZrO~#IdpFH?1?Dk69ZZOOBM``RTD9ol^~{o4g4N4%Eg4{
zxcl|F57h_R55fVELUpZKUS!<&T~~1om_2Utel{lpQ3Dj~X$SQ;sS$tQeHTntD6Jm`
zJrz{<SQDtAfG2GD6zMdx;Q??7dO?_&naRnPFapT=Dy=~B)MdfQ^d@}p*E9KgYl=^E
zby?Da%xweh1e{YzQ380FX4d3E5m`}rs#<Jbr<_p?V6%$j#r55L<m2b!Ngj;a;*%SD
zWKc_Bx!Iem$I;271X`n1I6eS4p^q=u?uJ@3zL!*c)%yqtAetER{;Mw^h%c88$mi|(
zr<=<hk$aF)hUWc-`Z^xEe-H6ra4giwTlT3oo}138Cs+CEo@zNkv+&cfZkb}!t073G
zX>nKSmQ=@oP^sb<P#nVS;ILMnRJ*GQe%fBV)qkLY5jz$DdX)}iQlCth1o8c`wF9^z
zq*sndQxilR!uX!>Lm30dYnkD5jS^{U19!R16I3|d@B<xG&|-d;#D#m^PP^d&{~r3B
z#;QpLk`(~tpK_OvuYvBjG-^?$L%C-$$p<0vz8h_q1&c1#-A!d><+uZ*YmiML?uYqr
z-WQc0aYm%QAX!e!h4qX1Zj99}w(gy=eue#6_}~6XQqm8tg47wTz;+Dm;kRqsyNwMt
zbkr`?()C=(rtc9{ZD!)ewB1d@2H&QPwK2sv22}Y(s5t?8P=o=`oyQ_ch$e(qToh%;
zr|3G=?ToR`ZuOC!>WJ39{C!*lV}RQQhhC*j=&~0mc0h_(vO}v&2rr4_@o|>GFRqlC
z5o~Kpj?1<7TOyV!v`HD&PhMVs1K?6Wfg$U=mpocG7p_|I4+f@4fN%E-u{#MtNIviu
zB@PEeDBL^o7`yU13OLllKe|>sS2@A!2kaTR6aQs>X&K9L_x~CoAXE&m9jvgg-?-g!
z^nHmdx5>(omQ$#hr<ypn<fevZav2laBW^o+l?e8J+r$yYXXgoIv5&;L1wrm2m4W6E
za67C6RV$@Nv3De!#{+A?noKDiWy%X-7_96q@p&v96u1A|B9O>#6GufXD3Qbu+MN>~
z%-GhL$S!@Sa~|586HtElGDZZ8S?YEqC(@~6H0&iff?E9BJ+lbn6yeOHPcu$P*=4JU
zE(0=ZNvHr77r=;4h?cN+eWX}#QpWV;|FAJuc_`g;xP$0Is||a|Ik89Aa&FhOm(E?t
zwdF;7KTKGAbxuDgfI8MaBKD&m-7Eru&nae!;uVV*{$ClCoduqu$8VA6Gz{(y?ZIkm
z%%KK?Ho6)JIv-3JV?atG{sda|w<nLhIl+MhKfuumc>LEKdq%%w^3Qt&eg-Htz<j5j
z!dq!-YOCCtN?X!?z~931XCrkf;Sc*?JEq_Ff-svwOPf!Jx)VAsMTSBc<!y<lf#w6_
z;MQAX3TRq|<xFH`MItecEGoj8QT$n>G?atcwH9PQ`8p%xZ5S=n=D#YOT3fmk^Pm0Z
z2Zp7Q*JYT@txV0Rg}?gp?-J!fG0>SY|K~Esp9a=vvW6(W2cl007i<!uoxPy9_jzIm
z)CLJrR(^_Yis|*7kYIzIZBuWu##)~8)+KsX-%<}ZdpPK?;24iX^}p~^XL+aLdw#f3
z?Bk5;Boa<#=)p9z+oX^5DEt&UvdE{EFt)A+ry4Hxgx*KjPP_59?5qvR3bi<8!d%Pi
zo!o6<Qe%JJd{=iRM-px;lpYqsh4vKM!**F=wnRJ5Ve-e~+^5duNPtwxJbjvJ16x+o
zhnAuJY4>^G5f)VG&>hjcDF18_cKu3&*fV2YLNp$a_R10&SN+KPpg-u*c@bKM-#;&J
ziZ%Q`a^&qTX5g6qH5C1^q@`CeDt38jHIea+Dhuf3Z^0EfzBb}>>nTrxHRbgjSL{?+
ze+^b+2ZuPJ+~uVu;KFWz>2bi~Uv-h&Ot%-EjYXwa4Z#NL-HWV5Ml8s@YfK#6a6}i<
zaLD7ZLrvyP#YG}o&&NpC0*vtI+UHHnr(^xPE(u}jSGm4zc-&Drg!<JwolqvhVjK+C
zP?L_@jPf{-PP-m|7fn8B&6YuohUzq(1oOn2BR$G0{p0$SiT}X^WckFEQGfYF`l#PO
z6`LaJ6an*qwshQKf40-UMIAO@QdU*}A@X=(t!Dnb?{Wxiu;2KMXOEy6XD9s14~d^{
zz3i`Z&tm?v(r?pN#A+CI#{XiA-lmX7k8A*fuvSE;OThC!xt;v{@}LrIqI(f}fpEnG
zZ0hs@Y$R|a_n9Sn=mLO~J5K{xySyhAJo7ZvI;5E}kEO$1pLInyh4*1J`O45{CA+$W
zR?6aSsZJQrV0(2Mj>I)~_VMQVC7$K)1M)v_)=pLRsE0k%iPe1kIng7_DM-Dsfd9)<
zF1K-hy>)iI$MN-`*5>7fNHDhMj&zYTvA@4B$6sNt1HVK?0t2&2MV-wuKQ_>_9I2~k
zclsYf032(27uWu_T*C4Hya2H2hVbE#py*YKM*Czt%pqJwscg?erq0TQQ6aPDg(NL|
z0d|D`KrpO<zwXHIx@a=B2QB+r1sOr+hDjR93iGZ<gL6ijhTFYVK}>sy%R_bh?neQ=
z3?syU`aXf7<6g$UdU)C)6+g0}Z1k>1%a%F@_pKOmVo&{X8Eo|IR!zyyZKrpBr^>oP
z%iBx+HFF`H6G5x*<jMysOXLoJ-q9ovIB1qC@M}um)yNOOE(06uB6WrTSNAD@8>VU6
ziYE9y)Ovyz_q}K99*d{_`L+=T!Pk|#({*c>6`W|ahg2Z&>XrgMs<f>7G!L%7U_i;Y
zPKP#XP&T=gT;--1n+emNFcD9D)Lsu}iGq{`twHc!!3+vrkSx1_FE!1-R<px=m0PDX
z-dxFX3s+6^SC(6Y3kya47eN7oVrPkIj7q;4r>zv9Tj7xEvP4&Y=zZV&^ah7+`;A46
zV6A3y=Y@vp;_+yl-()ZPH3><jKeP4XSB^f#ewB}7U&WJ@#t3Y7K){osTJDL|v?sqr
zw#IGE(gj@yJ(&tcPrkZlTauxOaiRnv*;YI|{guhO=q5CvD<GgnD%8a+mP0_@lYHZk
za<QPMrVde$nP5-9Mb$_9jM9NZ9*>sz!5{JYey<ge=Fisw_WxF`>2vuN@+z#c%3>hT
zDV0#N_qE!MEllEDcy!IHbPGa-nI+u#jvcXUT0yhpKU-^SYu76|f%nkT3Wtt!Hz7Pt
zP4J?CC$vYM`ZruDFi}1C{yh_vcm(Im>WIchz8`s=)_C`hb8yIk(PoM2P`1e;`6%jh
z_>qLuQgTa`46oDqmx#ayJESx&3TZ}SDAiUrH^YjG?9v^yvU{@1yLbK!^0=A4iZZ}A
z-w<w!iij^skL_1^9Y5Ca8_Ps2N0v3&<aSeMO;G>lbfmqg`jIQ|t9l|%+U6x`Oy3O*
zY+^~w+b;wRw&YAYH#px4Yrg*OFH#v;o+E-`I~hf11+&}79_F^Twysl8F1p+%j{Ime
zjzz<r_VwkDqDuD8wF7`F&kBWSYH${QWc=7}p%V=<Q>OD<z-~PGeP<`gyb9fKdiCx)
zS~Y4idSgD>NQyatA~>W3HqP@d_1d;oecyQSe2zBFdz>1lt*op9%hp!@{xu2uTcT4H
zCSo8fi&2c?U~OHfFqb}H0ReDAmsG~s?=9Bt7cVRF0zF9^eO&A2mX=47OZ@L{$w#m4
z6i3Ggvu|GY_!_Bj6&R8Z?b$^+(h~+U%7e*k9Sw&io4Rh=0WedQgBOix+FycQN;dpQ
z!}otjUU}j+#@OfTH+obg+2jmijPlHTG|ulJv_F+`GaAzu*wpMxk1o1Y%)lKR6?0mo
zGIe?!(4h;SupG@Dm(;LW8Xdchd%1TCJF36L-^LQrmBdcrt#dMqCZH2sB1CK6ylq&_
zt=dsYk8sdJH#}?APx3)!`%|!{HUE`t;FAIR?H7cSm`Fx@+5RP02ROZj$!ThBuGB5g
zf2lJ+72SY|6g!9}_6X?6n0I=8VC=5TB|!EeUm(u(23A9v)M)kXvn`=aSLXuNH^j6P
zzhYHpFL&E?Ly8)l+;Lh0Hs{|u6s!qBhN{yQc>P`{Q>kK0p%%vN;<OtPa-`aJa0>*s
zmlF7j(dEH?pPK%V;OgtWhMmDgbv6w{$%!0}hL_Jsc)6zB>-DVc>@vTv-F-p$kXx-y
z7+oLQX-+c8cgAMEXtlZMRpjkW-C3T)pcAFe<JuQrf{<9DT~hKZa6#Z}Ixh}Pr9_H)
zV*zFeA0J_0z8U4$UEYp5PDEuIOo&w_EfRZ)cn(lv2Dh==Wo6J~!WCjhKbrEHyBun%
z4h|01)$KdEeh#F?z#zGPZ(l*O4q(12*#Vv&zE<~x#wlonv4d-1W#6i82fy(D5p02+
z$kMT#NO*8ht{`#!-EjSsBV(8`r0#`1PkXq9^1UqYLHY^Nl>14#E@ue5fZJ$U7hb-{
z1w*-<&)f6R@CgO+TMb%qT`v|}4-w4<FW@-f!~9M>Y`d&6!(jT4DOQ~cjFF-B4z-Oo
zWUs{oe5o!k-qd2~t3AV$9V+g;^8IU7_ijhCY-!KyFdP41?S21Z@X&Hd&w_F31OOE1
z9?s3xQX_pfB0Ms8ohEKhipMh&V$zdhzbP(`)?5jby!}G*P31D&HNsatRESjm%1tPC
zX2#&~68D@Y93J=<0cDRMx{?I>X5()G-?JcoXUoun@h^FSj@k93<Yf+Ba?5PW0W30V
z+A={s3lb0zw6w?>5-_O-=XMZ3BO!zXc~aSXyIf_O`NH&ew4RPibx>wcChK!e%?Yj;
z4c5?x1|hk`&yvP!q|kf?MT2b*)GJK}oKp_`#m5^P8!)`!qdiq6d+LF<tMV`C7KC?7
z;zJvVgT(V_TzdbH^v{}sqCoXRQkc#b!EBbtf)Yi}x!L!m59>r*r1efvnHjQD`(KqC
zOxFkCR-E}{-QT0~XM9sPkf^xqs0>f`ChInWL!F|#T)S0S&_;Pirl$u`#KO6eex|K*
zeH<@&TfGt7zevfWU7{-%@J;d^4!ZxzpTnYT^)f50`SDb0-c2WRBwHDnvQZqx(Ofxr
zOQgq{8lE3^dvH5FqzN4FtRp>5O*c<ZaN)sf-#%N61BC-_vtpo)M`b~;1tTd0J_#GZ
zj<oR@mF!i^$@u<Mg*SQ-$>=?gb~?kXcodQw;qjSbP-Y&uD5A6+jdVJVMOpan4LNGO
z%h~9QzH@vi$i^isvYRiKpR>stg%aO`Dna;D9wPb5`nnmj43f6tB%}tYbkX!CM{?+V
z3pMV0Ehebk%(8jjUkMx#jwdYbduxD9C8sx$aP+c}G8Y6OmW>UzdkwMo2ebDBKjQB0
z4iy17p7K~K|Kb)T8hsFZuKbA$iH~SPCzT!(Y{T%2+eCwY*~>dqho5sj2tFOI*9Z)X
zx+s^XN<b!fd278zi3Z_pxwS&2tm>)TLsPy#7tLG^*$J#{&j<m>3b!r@;8(H}2(OpG
z%8#Df7CBRI{~)+8(QMf6dDTE>ahJ1qiku?H#p;fOUMqIC+Tge>$cE?s;_$O(n+aL4
zzS@4WWW0hKF*qTX)CV}T(w<jI3Z|&B_hX`=Y@c-Vv;VX{85<wRKw4Q_lj5Nao!zq3
zIsyuchnKfvSzu4xZn8|fE#nE(1ZAc>bdN@@XFzWLDucWwP^wSZex>g&LhDsU)#`O9
zdcDPVGS%xDk(s~l%?FdIQ9s?1P*=U>@qDsoWPCha!{(}5FSS23EDZgo!r|dzW&dm7
zMJgxQZHH8U1snN?&^4Yh@qftswlsdGYG^nlsn=imQ<Zm=N9Ujf{B_5^V(`vt{Fsv9
zcm=UUg?L}TU7Zvi&9ExJ)t8}9m^wN7QQKIrTWO$bz(L&aH&I7q*#}+x_%Ya5z+G)m
z5AWhLl@Hs&q2^Z{VV`?*5LzYW241Jc=7=?v{_UyvROIB)CX#qWq-|UNO?7->2N&B;
zMvZ;#?eo~%&q+QRPm55CF-LGtH{bH{b}c!WlokkWi(;AUFSy?k=DsJ})ZoMbmL~z~
z#{$%}m7&m6dQF2eC6$CqsjHKKv~YTM)*n0rEs&R&{x2kNBbsL(U~B|ELV9mqIa?0%
z3?N#7MM*eZrC@aX?4s)^bU}M)@mpR(Bpmy`KbJQhk>-xhh$5w#s>LCIz9YTSL;{&h
z`8gjBGdren|Di`yHFGS#38lwf_jLuc1P%(j#$3g=sR$~zNd|3h@nH9G>4a59pvtP+
zoIlKz0tZ%5fN^quIqv{yEkW)@R+~U6M&@lh<=z#Iw<$F^+EXh%B#uWKCt0_0x|AgN
zhD}(MKLPvqn%fc|$2}`aXxSNF(MMk9pB|0VFU{-OU*0FhUT<NEQY8(=D|HnprOwPK
zTU-BD^6h9;u#8)9qQ>5%kR0hy)CI+Kx#s>eT3r>4NuT$#>2MwhAG(S(ipCugPZZG=
z7-=8(r%()PYlvLAEonlM8l28#Ys(zN>D1g+CNEwdo8QvP2{aV_gnD)HRr%fC>52*^
zG?5A{Y%}>ThA47bzADCHYqy?<F)dWYq8d0DmLJ_1iJ_9aej5nrJG!}#9wKq<+oIO0
z1$AUu89uxM<lg4yW;hk>h>f*1(^;SXnjH_x9`Ty4iu>8JD*pVt4L7nE2zTXPQ|*{&
z+G4KZN18a89nac^u};C=5t!kfNnTU{m%v_Kq9kc(NVi7vT*$0Ax9I2S3|7K2J*J4o
zP`3V|yyF{HqvmXBwa=M?i$9VeN8XH1)<=gs9*Ho~!bGjrG|B#R7$+-K@S(ac55kG;
zSpd#iy|!6nWL#Y5%CApNz}<S`WBk@kb4KU~n0{*>FNlobNHtAv9K7p_ioqywpR}Q|
zQKt=hQ(<BZT(kVsh}W{Re2-QrfcM=0>SMFJVsXG-`QY(2^EZ{&=^;f);%99JZsx4q
zWDQR#&#?{8$JK3`ajyaESJf+*t()g%9j+W<RV5PbDuZ^W?WO9?YiJFhY#LRubbhqa
z@q5h8#BLzmRjyW4kcLU!7BZ6u>gHBbh)};2a%td%KZW$2Mh;|vYCo{ygt+MQM`yAZ
zw9v`9x#=+WD|XrII_+5`rS8;j2%c~4HI5{Ijjv|2FjvIP5%Z@Nt8T(VG4wwN|C^h4
zKy<4SSA;5yTiay`ktAlC|A$~tVufPc>CKBAw}M1@ImsQmwMX<^D-UU9)L_~O^e`J!
zK<!<U_+$0{V&-=+D_HRendBE&4J|EMfX~olcg~jq2A@~Bcpy2*KQbuyqcgw{WZ%_p
zH2R%-XGbLd^wfJD7CI}U5J-o9-al@WEiGbvF|gBbQ{Y100(uLQ15Cbx&pT}XySZsG
zYgj<=dQ_<6q@3gzWmtR5rUoH_=gG5~_4IAqvXmI1W)#bROUurwQE}vO3m+j|Ch<yt
z+h@Ausi)8<{nxnV48IdU+1HubQ+ZcW8hDqJZ+TdLY~&A*v1$8gcT9>Li%h;G+bm$?
zK(q9?iOjK!OHCOkT$KefD%Xe55cPH((tsmpZ0^k5aUP}p!$Srr1PC!>wBLcCK}ktD
zJUtE7(u8Jkiur=$*8W23P}fV!Wx?HIpVOVtS^JLN3E^!=I-NK&*QguJqN1X`7Drki
z!aL`02N+&MXQmL88LWp&Nm)+>LaGBzdRO#zIWaq4Zjb}h2bB~1P1KJ8Cbj^7L})EF
z!LyzV*J{~$uUSF<|NHmv@a*i6F2;WxXNmp6T*XEb9X`JfU!Zy_Uq?aA`NDGMSG<G1
z8rL)uRowBt6A=JE@WBA3;K_d;y{ooNh17)}0*uPKbiZIbn`nJ`aj_JXFGwHxDDz3&
z6$M9wkO4)sK?T8!kNd*DN%Z}Z73-~0yA`VI$G5<ruKvhvaB&Ei#azRl2DTSg-^F=*
zN)m+1V+hzYLJ8Q54-~qGtdpQBneaMnyNO>^R4J~Q`1x0{Gj$JoAppc@A0B8#z<7e|
z#r*L@)6TUZ?f7zm2H_%WGhDN<<1I_PeED0)cSB0iX~{&~rT#*EHebu{x&Tb(*_TZ>
z(->S7LDK%XqVZJ-?%e*EL)kd(05WebBKX_rXoxm@cZa@w;_&zHJY`Pf^G~ktgDaT^
zwY&{uxv{&s+(yu}qII3*<c&c4W}AKH(L|xfGZ^)tq{OcM<6nsfUHht<$p;P4Ob<aF
z&&COcNl0u}G0NN3Nm{=adG&2M<(WG;-vJg4fi=KMakO0WGu!C02rLg~VeCu^x^0wj
zcNh1s6{-YlXnKJQmjDeIAFfY8qhLsfuKxJMmg*px$D^I8#@1Fk8X6kF4yJ~jcQH}m
zj`{@tKu*!^nRg)98&4b$hCJV)i{A{i-?|cg(V-7Z@I$h15Dky|>y5yJ;2Tl5*W|7O
zU8%z#(Fa0a^c9QO<LLRtg%F_~yW_!-DFJicI+yoA7Xc1QhUivty57(4niPJ_ns852
z^j#t>kOM&bA;nJqROf`N)&87v6XlH4^{FNq%(wWY^s~{EQ+NXP@aWqH9LqDfDs=nA
zSE`Jg6uV*`>Z`be6B@Xnq>6PK<i5CtpYQZLxxS1MdhGmsp0?K=Rd^JCC53i<QeP^l
z;@R%UvOXzpf6(_wKJl||X<<<mkR9k+s79j6N~14|isl63^hZ*kFzLuZ6>MaPfs{ew
zba5x^CneSM^684-0&|-K&c|l7<GxO-AMPJre`sHBpl5I<wn5y2_M(+_G7OWX{$$+(
zr30XsH7c0eO&A%|%5QJY25MyAq4gvml}O6avh#_}91ek7TS>d-2{p){+xa9%1j*`}
zWYg2rPW5__hRl(R)XDU9+l8GTNmvuG$*6JJj<JI^8`{f!#fEhGp}IQ0xU7`09efae
z2NOl|4dGb}6ET+bTeX`rLda!hYvxiDc9XP+KC{G$Z2r3fI(vC;mGak5{OdzkvNWyN
zslJ*__u$DzKOC`}_!D+17yckrf%DrseciT_9V7?7@^?Hd7n_E)zw?j6T6G=s?5O72
z=EqV^1dLDgGOJ$?)<dGyAOQRVM0(?AS+!RZNnpUGu3`NSLr+aAv~`l9Nq7O@Gwbg+
z0Ag6=SxIy<YN{-xVCB3iEh^xsgXGyPc3}RFFK{TU8i~0?I|8aTSSIfUxEtNg-Mt;E
z3Tpf+WAprSOQSkr4T5Vk5G(_f9#yw-fklII93~^usF2EhA0H>cHnE@Nz;Og<ES6)L
z>JN85j_I1tIcFWg-OM#GVi4dwXzrvkCE4Zk^PY)Ger#+u=C&Wk6zSo}^x~2oDmW>k
zU^m>LQdbY+Vir06^1#IiE;ogP1HMM!r=BpOc5*>Wp$IKO@yfuW%S-cHiHsGwM_FPx
zwW4RV0=cZ>euG2%T9?O^w2e#B2-!4=>wWix^a6()Isd{_pJP0iwshVJ@%itx<eRqB
zjW3nB5W)$OVZ(CVqKq@w0p9|IMD}X8h`in~pGBAY${ur_Zu6eOc45E9j}@j-=(_8!
zU(Yeigv^NoO&Za1hI)bxn7M`)U7*g{_HO>jZmTz67IHnow?|S7q7Re=V3ycHKnoCr
z?Of|$xi)&ser$K67;KvphL&$fnM@pw-$I+Gp0uvGE&nZ-kBXU=b#C_ZaMNt2J4)E&
z@|dmr8VyOZ1}zIv{~~Sco=z^$rB>*@WBknN^lLtS@|`FK*n5pGBZcek!3IDLvyj4Q
zMChzyl<#g8|AwC{H1ANjse#<;ZG%xJ=B}0;FO7NI>^+cCNS&2C7M9o<9!JKOBGKBq
zGRoZaSR&^fM5XQqJPl9SV-+wPu9NcNy$7nes<MB}VQfBhxM@eMXk-eB`ay*ZUn$Hm
z=bE2@-q6$ok5BegFh7D2?L(0e%l?fh<LZCZLHkDPr#Vyp3sgr>OQwCXSgq%(9kt5V
zVfK_rh9wT}r-Z5K%`g(F#{MQe{#S!q)9TeKaEd{`7`vssSW1Gx2$A?~Qt_aCy0FE4
z##BBLu+MFIVjO1}(gLiE&!B3vH?-?Ze;>K|>|?PC%|7D(SNuljpP5GguSTp3O}K}H
zh}S2)A+A8h>oVusI1T*W2S|AwsZub}`i*KJR71dZ6cr(yJ&CtI7g+FN^&nr@W4=qD
zZ+vHfHz22}+SWK^yCFYy0JDGU@^Si_#NIEn=PY)e$WCf=M~63+t8$Z4Ub-9svKiw;
zVhIa`>jl^mXi>;c5R_bm?10*oYNb|=*DWwCHKqtDQVeOQ_Z2hLu|;l;?#W6m?_v(v
zBj&3;(%PtGM0!n^;&c&7^kG%3x;A4QAp(%vT(cYwoPR4Fh!UaW%EN0-Vlrx9-Vgl(
z!Xi716*vK49ChxN^)E^SIu5ugLli0*bg;zQ<vi7*vUk_R^%omNFF=b(T?T!$@dfKA
z`ICY_+LT!`hn8WgosQ$jq+fb<e(7jUbiyY17l~5W(JEcYcG2#9zrtSKwS;Uy-G%z0
zC`h?LIKtl7y;izmo({8TPk|jx4c@z5At3XV#6w`Yih`>!4C2K)n<mmauFLEpJGM(y
z@q}FN+z9Pf*5K%8{HDsTqc8pReZ0N3|3CKLGb+lh*&1y?Kt;fSAV^R_L86i~DjN|I
z5S1iZlH?>gDgp`u3IdW%fW#)}D3U`fIcI2zO^}>!J<WdiKIeSj9pnDFKkoRh!##$Z
zrn}d(R;{X8bJnW$iVOveA%t1&?@Z8rvym#zG)_LyVgS1TLat$i$+wIlj)1!iuWI)I
zKMg(MJUsSZeX>{OTMCyd^Q$cD7HCtG2=K6;Jhr;K*}~2<cnMS{pnt$qct2sIJ9=bv
z&9zwvQpw*qTzy-d7|;SxtHRj~8VDqgKn(LMbkh{huNmh4TzhhZ=O`grK-|VXDj9fE
zWvWvY{&3T=##^zhweL3|B6=_Z`v2(Jm}toYsU{S!i^c&h0;jL9o%nKYdQMPq*9BLh
zV=wTXfLpmLSJy*ow#+U=6=5q*5~7MWBWRZXly;F1PQM&-9&g6^G<5h6@M#N1)?b%$
zK26&d+ddIr{FzotyVC4#2*e9R;}6+q%SuegMwndBS9-d#rnd+59-HS#q$}FmvfA~~
zBss_*4y-Z8RZha4M-ZU8YtEv8DEdBT(<h0rMb2>M4T|@!gk5!uH`1_p8+qn#1n78>
zs{&8N7?O*9^MfOBb7q^_X8g0nW?^N8?|!V{b0@tlZ~5<M>jftAh$VX+vt{t&Nsvk*
zo!@id^ZsmX<TfWd$D4dAc=&1V(Xd&xpR>4*pm^r{hZ1Do#3OAA%2W^vkzaG9ght-j
z)$F_DzkrUMTy+828N$qs3-?veE;yF{8X3_Q`~j6%1y_=fi=2C=UqeSA<>sn%d3g49
z_H**NY2_k$#12iz`YAc<_y)$m8P7E4Cvzp)M50iRYjY177YVE6#oUs2KY-O4`_a-a
z)$y^zbr{W%N_oj_lrqQH%6cwS?hc6fkG<&P0tE=xkT?L2Rsg)ku9CaLQBMf@;P=zV
zA1YG;`}acr=E)1qc73DVCf_2#g?(ll6}Gz1CQcVj)FzfnoXlzYgD0UkSS)@dD7FBN
zT~NOpEnl$QKqzT@@4Tc_JK+&3#<;k+tn~4@T+Tpk#@bbJ$e)ZfKvpj=uMJ~Rrqb8w
zu81Kgqt^-`jBKub@gRBOd1`99KN<++xj7%;j>a-q`-yMf0KNm!VkT}vH&k#@mIKgt
z2u=&#AC;s6FL?BbdJMv?!p#}q3oKzL3I_GKD5RzW_x0-YQH=<&e{&gIBeIanimpHg
ziHBmp+pdev*U=1DW?iX2WG|oA#-5aP85AGfZfQ%MKloa^ChRsfpE@5y?_98Uua!RZ
z`FhgvhHoV9O>cGuV!;QVZ7uTB5Zzf-KN!Ins9h4;t~;X_Em*Nq-}5uBWqe+GFkP1$
zvkJn9o=;^{f&nNe%)paSBT6dt6@XpV{V~tO8ys!VoNvz@7nwW3drP4R@19fZ4V(Ql
z{^RznZS@C|YgZUu3YpNj)|zvP?{7_t(D$kO=c@5f{HZan=0JKrZIvB|;5smXocm*=
zQV)bfZcy*buK>49{^n2za9d^Ww%QxUn<Zp$$%Lv#>p9VP#$#OiG}PT!h0~R*mAO0x
zKUN)k5VujCvg-iQCD+UZgwNhyI31>}dfoCI$>(3cUvbfSKUs4CqRccJ+ASd{_?fl|
z7jx_mv_J@D0Xc<wUi4<(L>-yhSZsn6Sw{ifF~s|}%D!m%yNZoG|LAjspYNzwlPWrb
zUYMzGE@c<9$;fZ>VM?ex&F|<f?Ao3m<Nqs670;kOu;rW8ji`wA3$$|iWH!cqpVM#(
zwY&Ll!MpoqZbUbHAuKb6S;|L57J-sR{<$-AkLC$$Q`IU*Fa<P62*7{Bmd+91O<YTS
zj&ml|@jpUjLQhvm>+e_H%sv0RBilumrX-YjGU!RTWkcFW0lFKSapwbPwNEP3J4VdU
z+&b{idjLJCOWFvvlO3M3$@Nn4+2SH3EoNK7^PAX=`frG*F~@ghr$_|3p^7duvbK<o
zzBqd-kAz&1^HW{|_x*Wav1^Z<*i&Sb|MK$64iJlJMa~TJ^PiYC6<-3u;XGs+C7H}&
zjW?93AajLkOnmD|sM&&eB`r+^bo<AXjHn0<#kj7bWlbSdzed+ZCnAs479-&t%Rd1|
z_#7gIB~aX|_?ZBA#T0Q_cYJKG%^QMfX{*8Pv2$kfGEG!}Qmir87=jg!UYr~iFd)=v
zF0h@7Ln}63UKT{zR4K&|2VPdV8SCyWukrL-Dm%ynIep`gW1Ey98@s$Gj>)}g29!C3
zSgS&}&f^b1ijT%MoRCNk=q<3^)Z$fbwf*v39-2<9w>o?`3U0nRP5w=Tq5tUI11jPq
z(+J<zfzT=iuMyvc*WZhP3w9a$E)C4UC#P*&i!{;%ty4ETA6o2;+7-j!lNA2`7XHdw
zV!${+4|}Nf0+r&CiVTvXpFiL1Iwy*QOM>;KJ5JQ-2|;TVw&QbCb9p_00^n~=1<62x
zZ4)8W6LXWXNX$ZpRYR#YRxK{)C=J?DRHHoQKeYg9-O5PVxpn38?+6?0l(|joP|R{+
z&xYbtrZ$nTQyKcZ<DZ$Yaa`LxF3OwRwQ^UGMq5S}IML(A_p00ma&cobPHsty-hz77
zbwZ5&z7rAo)inbU=@0_2|6vDz_vb3ww{`eN>JY3so4=vaOoCtO+ngWstE*<ObRYWw
z$$*j)C0XS2Cl@kI>0q%37L0u`vG*VKH~_SSbRAr+-04!0t~_86)6&R9RO*%DE$T-K
zR5Ed0xuy2b#mpf}nM-3n{zumH{Tm>S&0ca42220Uc8NMLd*d^_2b4BIbLmZ@VU1Zm
z8L8~%jiV=Q;XYL)kvl>N?G}7oFH+V*ztgdRqqlU35B7VlKBzie(xIs8!Dt02F$kgA
zcUWPTj;2tdImeTf=wG`D<xjYId5|r)Y;q?%H4|1iuUss$7;=9_xMp<0N1*fCAM2wh
z4oVSZ&a2FKX*4KNWw*Wt=RI*Pv0RbhW13V56WmJLn<aW&p+o)E><OJPBWSmr)x0gi
zNC`0+wl4}!vEO4Goe~aS`^?4AIsGUuVm**+N}R-7B|Cy79E=cu=fStsCX#58F?7ea
z9$UnCJ<a0qE6e3uwP`8>9d)heJDdwgzSD$c`t;1nK%WM%9ngthRF7s^a>0pxIHHS?
zR8aFAeMMAM6sDQ1*s}E8&q$J?P?qXzCm=`^4g}TJ-G<UO2t&8@k}vyO61fb$WU+bs
z@`<m*r>siXtqIw}@dn@4&2gOI6YIOgq!f<6!=GF$UnFQ{ov!D4qiX1dOx(q;I@_vZ
z*_P@Ve}S?1$N}4pX166*S-T(DmO$6#U(C~^p9M0Gx_!G$L_7T5Z+XvC<rMu-`e!v9
zm{+>hFpKxHX_wK>NKlP6>zv<oD(ek?s7YMpLR4UxyPuxJ35TB80tf+dk|gyN1Od50
z5|)xG`s8ft7ycrk5Pv$9b51glDRiLbaRMB2P}TYzu7Ci6-pb0D>jLa5Yik}dZ=k_M
z#l%h>_a(`{@)XxRai-AnmaOje&UDqb{oY{CN1ERYmB@0wKp=&`pp$e*=wE;+^Yf?o
z`nscP2AQ`<2*h#DX2|oP3^TtSU$d5V1Elq%Ib@jfu&Sgs&Vsc912tX7a*ZI5q6>lI
zfbpIlyQ4n*`};30$(Hzqy4m8>i`&Uln_FSHu@Lme_kwFF!}j9!V`t1C+qR|zo?5x{
zMG7A`45Mx33Ar@}{N%d}E=H&>H)TrB&o_RQLf7Ox_m=-l^GBdc#>Kps68v|9-ZXx`
z&2)?L*q(^TEQJ|SeM?$Q$ppgcDhs<^Qg}>xA*C$%OXbef)|kG8%9fBoH9u&3V5ngn
zxwf;ne{)ZV00gbiXteOn-nq5U6%~wC`zM`7z2Z_eWkutRyNW;Ef7&2mORv^_7y9A>
z4+>ZV=--G4YN$@iy4wN7E+{ZL(7qQzb^H7KIgTfxMab#b;O74r3&gs0<o42{Jr4}(
z{UZd%{U|ZA1uW^r0q8#52J^WSITa01o)F)lSfm4Sd<1St1^&KwJ@ITc)Tc(>%O3jc
z)|sXHo*mnRG=>JVi5(Zse)_8IFUAH6%%pOoKf?r;t4c)%H_TYuecwsNo>O0#Q~4`4
z*G`aIN?)@7QoL;jUL=3{HfprrO>lw|ou@Q&-MZxW9rveO=~pGL0IrN0`$*}Gb2X)`
z*skvZx}JZNWq1Fx%u>-1GsQi7b}Oh6H!)!~r-h`md3!wgN?0S@paK&BGIK+YxS{pn
zgSNNVKMJ4Yq6_-`<qHuCq)$*NB<9}=)m#IF(oB*^u#@U7p`*2yZ0YRi_T=7N=2r~E
zz#B}wFjJB#0HnxrC&eQ2dGuqF0CY`?X8~uRFI*<@8LAjQ-T%h<R_FwgwZ%YCO#B=Y
zOq5E9?{spE<(kvkE-G6d^_RX+PNr1BP$N~qx`dd>@5T#47sMUq38%Z<Z2vMp2U~R9
zBXG{tnFt93M=vsiRLav<xmBDZa*njq#ZY`BKkU=1-QNRe;Khk&KMS934$Nui>ky(Y
zMErU;N%Wydy^OP-Hb?N0K;}c+*+0d^0cRnWyY=n`er|Z7Y0?{&2}P-lK%3UA*K&np
zuzemO^*)c-Yxn0@xBSSR;wFUn`9Ug!BJ!$h0Sj!NtMi%BFH2E2tM=OJeUo*cf*65F
z`;gR_Y9F`JXZjB52%}&i@hpzO5+EZ;*A*p15-Y0oJ^N$YhR1Jb$9-q1%@wtB&SOwo
z;2xFYQTKhNRA<_3JeFrvtF&!-{?6HFhAKn_+UecoMKVjzBrY93wn2fb6+^HE*+jUu
zN0-zGa(CAu@#9Vid)9hWyV_h`P}O}^-!Q*_ZG_9AOD>~GPv*S}i0V0<)H!za5TW_M
zo$fhiA6HQn4775pX-rIvKf^WE)ZE-KmE1Nc6M>Avw-qF$^k@fuXl@2{?tti-qRlp^
zPjsqXu8YCOa^>fx4jQz2cL*JlkM|dAL=boI!?Qwus+BqZmo_w~-`D}X4(jEO=b>6s
zq-C|c^r_IM<IF%>!MdL}S)q0boqP<@7wdcYkbaalvUOok7>hkX%{P$?Gd9I$oey!J
z`KzQU7;t(QeJ9h!#hF%x7$_zf{(UD$U#n)!C7xV64LA?HJ}rCU<P8uSAjSCniw*Kc
z7z*^1r&=UrBQub9`$<s`^4_9oO-(FT#HY3{U_uy@w_RIvYF|3PQq+>F5+kMc!c9OZ
z1n4ufq8@>98(C0e3Y%lW(cqBc2F~JxfH`%VcL67vw%f*d^ho7{E*Q;|6vDRBEfI@B
z31SsuyivYvxyCX5a;fhO%_E+{sQ{l4uV=%@50|IwCc~2A)O~dJQzdGmM{ueSpVPx|
zVbDl?Yj1x6o``xJ>P`S^LU(`Inb6%gDXUw=&wx{=Ke5~%LhgBb5|n49S31wT8M(C0
ziKMo>&$vG1xfL1%5Cbk0>E%x)?IjlqES-7RD3npHZb3`VUtL|k7J|(M=4NJ3y2^#5
zMuOaQhr}+MV^T@D_gdwhg(7G@3=mKX<YkeT{p^$2qHh)BJ5yBzf;L0`l(pAana_?$
z!OIV3KT<gF*t=##-oIjPhseH<H8p<?4!!{mA7&K^HKdMu37Vk7<Fq^Yn_u+2d#}0{
ze3^=Sp>pmIjyPZ}=`)*wsBwx^c|XAr=slSeL(T+l53WFvM>2f3=TGu;AWsEo<?+sP
z06K#Go|(A`XaHnzkns%+nB#}Ft8hZB?CsW0=?`2OA`dXl4XGW;ba9AJc=^`nIh)O9
zt&HqwFY(T;-s5rDfh^m#l)$AFhgJ4mY4{bxBcy9@1-j0aV-_AYO$tB<KXOQd5Pk%+
z4~MKENo5O2PtHUxu?Lk990HV{Jg@pKp;3Qk>2ZWFkgf69K~ir}6vu7y$99cY|D3bJ
zI=h>YL^5?8{dg`~3|HC_LCB^mdLAKqp{X=PC<xn7Vey%bZOO_V_fC69Fus2c_r_#7
zgLL=@rIh1lC*y~|M<1(3Z9BjkQrCm?VyN^o#eCgJzC&mw>_!XOdLm&OGc3?;=y_kZ
zXxfdvbLu{IeDKSOqMVo{Q_gR#hP<3#sgCIXgi{-kl;8{GKBk&!_-5JLPuhue*WH9-
zr&c%!2iZxHt_g3lzPzm6ASNwIO)PMM8X=;`VR;;(J`6}8d>aus5z*rS&2W&Kun(16
zOM;VTogGmV-le+3K4hweqYVW%3f(sjt)}`ewaf14V9jzxE%|0Qk@ZIok%Ex{5>aE%
zBSNvc^#1&B4mQ}3>HkbI>n$`MW?uf1_h!#N^@%TQwfUB%7Uz>os1PtY$0T;L-geZb
z!s3;>V2q47BM+HV+%<J782~cWBw`X~BEdcwEO4C$17bUlRy7$rueos5bkZXuDSsT5
z2-bpfM;%I=D%w`XVQ0Z#D6)Xe=(sN-+`q*l2PfvCLI<~Q2FhIO?KINZ!c|f)H!>$L
zW6RcVJgs%Bp?cn@*<=j(gCgvd<KXfxcUeaq<C=(gz5dWeWi7{D@pMh~kYidXL;$(h
z1e>}oP!X-95Lxh7wqfJx?ujmb1?q2)5wF<S1I0o5=Qt;!bP&o3MtcetE)wYs6aZy6
zz=VPV_$MFJQ`x<r^hPxr_Ii@nz-2MU)tR|LXHJXVv^L#@O1ouMS!<b*!n@bF&JWR^
zfjcOyCtyoELK7Pjcq%s@7P;>U@k0_0feh7wVs6>CPE5g16WMhRcXDd=<zq$8mgl)2
zclbFOm_jkd^9=2)^E0g%ztEj@rnp)7(nXm^HQ&#6{>9PH70VbdWc#yE!3K|!=I(Sc
z`eT%DdVStpM*f5LA};Ufxz}eVMfEMgKA@BVQY5wjP+hN`@F6Z~+iQP&j?J$I6pXh$
zeXQO&C;M{Jb8cw#IH(eXxTs1A^x}Hb6-SYW`3{#?Kj`8Z9K@8Vl%Y}=Bx>k%I5br5
z?5LI`Y@<)NdtqqRPK>zh(3w7>ttSYi+f(oSjb3|z?Cw(xodi4>TcmWQ(khCPs4`gl
z9Bt2fVt5YNYA6dZa;i~tNcfR1`~<lj)OW$vEx?RI;U;l)TPqZHK{<*!g^corfF~NY
zHl`;}e4L+4lz3s^|A)>B+mJdjmoWF|!tky!PmAfvc|w%%C|a|`rbeXs;?lDPn!^B$
z_{e+69z@w}>nn6z8r9})4k2C(GpB{p3h-gu+uJA<I1NbUq^$tKo2LPeDjWX9q2{0s
z_i|iQ$W14g21l0m$ASHoe2sqcgI<0Gs5^j?hxM5UCr};e0HHX=Plam6<^FN&r$4h%
z(21+f7B9TMsxx!c;zCqUc0PyiRIX3H4*5R=I+~L0BRMKD^^@eK1n;)pV}%~uVP&qf
zeIc+_pgSU{LB_ct1fHy|9;s`;__PMV0oCzzx}v;fYc?vnhh)c^bKs~R1n$1;zys5X
zITGCo-bhr@z8LqHNwTV-MP^=d7F)pl70A21gccXm*4jz?ib@j*|F$&51=uZ-mT}8f
zCDymrdhPGUMQ2<bjj$P;Z8}m04JWayP=!x`0-FV$<+i(`>74HaXkss66@4YmaBb^0
znja!7=#>^Xpz;(lZ%D1{2Dhu6b=u#*E)qFcx7pACLC`;V-#uKF-&SlQ>M;*KvpBSp
zdqlgxW9T;p(_{QeycUw8bzBW4^uE=owg;<S$dbANelh)c;roYi$MqWO2`)r76QBT>
zaZy8ldF1A~<xQd*?Rcz45gCfC?plLIsvM!e3;9hzav(VaF$RU<><)0U{AUc`{ZH1K
zG7ia||KrO^J&1Wwn^dPpgw1I)Hy3Vu6J7ItKJ@(?nF$Zs7bvHK{1<8ir3)UN0|Fii
z$Bl+?0SdUfTc3V@TmTxuNJE;W87hf;9C{11yS;jFOfI+Pt8C!lJK%u#`Okzc6puom
z@(+Sxjo!=yvsu62`uc1irQFTcKljriZYU(B_%V;iohVz1H%NHEyW^u5Nt0<$L3=EJ
zO7rgz(=?ZMBG>QrU6%-bg^SBRNvL*0)V`P=oFc3S$O--#bPR!@x8F;0j`D>4ec>eA
zTq)T+uEu=8Q6mJ1!W-EoJt@86kofbuC$8QfvobK4_~=>As8OYC>EP^H|A$twzzS*c
zbMxd&WsdjqefuZ8hq^R-k1U@#`1P-mUL<`-`|ES{@<MLp#D}eSvrMmu{)(?rpkaF6
zCEpL~t9p@{1~n8uKgsSb+Nq8RHKK*NyK((1^iA_AxJvF$x<2MWr~`)w-2B?RDT&~w
zr*gNAh<u}S?1K)m`JY|r(Mj8Fv7@eKO@DSz{7Ak7*#F-zk0LRCRF(Eh+!Lvma@DbA
z)5s6Fa5=sn4iJp}kXb_oSW-f=)9TtuSW936oVSH~|6lJ(avBYD=Cgsz?Ab70?hK}4
z^kjWaD(E!+y3j3)FWxtm7C3lt?Z<U)o>bQpe`^{I6b<~SYAL)lu}!$_7^BO4cuv<d
z@UZ=tq$>-?Aho>p3Dw7b<7AR<@%;SHC7i^68KOv%iOZ9-TiTcQu@7Y@5)PK=_RETM
z$0b~9bZDgxHctsV-gHTXjR>SPv`LdeO3DuU2L|9G9RE8k-`P#;?<!LPxd100W<=xN
zbBQP`hx|<n>$CYJvpyHb4cWhjdI39wH47od*g0vGHwJsYbDW@eBtjn)@dq6Kw?27W
zcrmqU(AD8|f<op5RBEszg*HFx0f*_I19u7!21@4s57f`oZ<lpO{?M5fe5_WRyZn#Q
zfwbYB>mOYuK-4Q}gW+&niX$z&6xYL%gW2G+s@lLvoCtdUE)BVn;?g@k%hTRZZ0Mk<
z;RH#&L(3ykpOO6u?On%*^b2y9gXYx2qn$DrwcNJtI4wA(3QVJo#xgr1^owlN;5hHv
zT6Ryks)E)tZ0Q~97F%@M1I5Q$AtPF@{C5Z77R+NRD$Q2RdjgvwtYXWN86FR_`m^13
z`@^pB%x0|d{=Gq9tK11{?e*??*YLDxIorv$C$RJrUH5OLUjK=Ji`P+{mK3A252?rA
zOP{|UUu+7n0jltliltDn4SqeP%Ha&z-i54Xv%g$($r$@%KwOyRdHob?OZ|b^)=6k-
z*_@N*gd4u@TM8GxK@tU5zTU{b1nu=fwoKmmwpktK##&xsJAo=>8Lj4F^f#`2L_Hl*
zF;a8t$a9rDQWX-f(-wz$i31s9l0Kftc&_bDY-{}Y?aj0#3Ws65T=R*%h6i7BEy$^V
zDdTd`p=D+2e-)A$9VD>Ie1>A+UdLb7*4BM*`GY55qEDS5>9Z+#P(Z%B9mTL&eNawZ
zliE@kG9e6h2_a>(Z#(>Le&@HbOd}0Av;ov;7H1$aTt*2^MZp*L3NDq`4=gW<HGZPd
zROyN94|qsJayz{ZC=lqXLH!%5Z*TUFNC~53glGL^->R@mQlUd7oyG~>r=;coE+0I!
z6<+fDRbnrnRaZ@~djc2qnf1%1FLZB-83`g^b-yBokT3kTTKCuSCMf>_ElyRNUG6j-
zkI=|6dn}k)c|g9q?yDUxwu!n}_=+ihI6!7?QNKnzIWkNC9KO*hl*<5PgQyz!I06W3
z=jx{_J;-@*(ItYUG?}kPbInc2w?*r1k^0o1XJu>~E|hm7c-u)_t$f3sv&iFMwO61s
z{=Y;RDmZNsq#ogmsNu6!K<k`5?ptLmzQ0z%wK)`6npQ!baA_3F6cv&$kB!I=M3BeA
z0u)_kai$56Ds)_sd!R9uHn4E}+Bvur3F%i<7A$Y&aw=wEC#}HPL}$3KdDf<@<cf{f
zbrz@ZTG+}jzQxjg9Wga>2g^q|$+9>^!mVQwZz8p`c}hS`^1pZt9k$UpKft(<ZJ#jk
zl1C|1En}VRHpgmkihZKS#9Et`X~D9+%+Ns*^h;>?3P&~$a|1}z9ZMl?2kjU{IS}=8
z{B2bEY^LI3mVS4ut8_QpR!y0kOyt&Md_On%Jm$LB?X<sg#mdFlq;_41oBjfs_`c`b
z>!*RvX1OH)i8;U^FTlDgXhhVKL;|^)ku6?fGeYqJm6YTCXYw-nW;N|99LR)5Ib@D5
zc=~*S{O~9Mr0cd`5tb7XCXVBXINUGn*B_KrjUKJXqN_@zXE_Qm&v{dyckHiTeYTEG
zbA0no%fA1K`|=){xt+y-`FaUhs8*=NT8tOwE??!Eze8n~<2R>dRrgEb^obhil#-4C
zO%H0mfJ{FrV|#ChSK&-_lD?bM>4W743i0fW-pC$P^fetkkZG%>8L2#}V`O3e;Z0EK
zj?FMnf{)R_ho(vq^J&?o0VO7)=V-kNeC6h$Rohj4@!mk$fFoJ%aw`P#cTI;tDB;(U
zLV089MySAt(!N(*Cu7IpV)|^I@{-I*%iP>T?;Ran&4gI!9hw&Xb^hM6Z!}CA0_SNm
zOr_(TY{XufZP#!t6s^a%o>5AyH}x#1@!Fivez-4+ucX1dvW7ph1UP<^$AXGm%VE8=
znC@o`x)Le0OghvuaQbQlM~YeXDfs08x9#LygR3>)tWQimI%5CgmD6cD!F-b?D<$gE
zGa_G)i$b*$`qG8@ch`AlYjdVi-JGxVlzo`ad<a*)j+7)-Y+;2`J!2td@Z6a(_(^Z4
zwx|9t+?cGAhCyu1uOE@zAHnpv(hBDYypnQX6t>xUpaKQ^AD}!qLcmT*8{f^yuvq;V
zXEQGlw>#oL#j}df04FB!ZM&Bvr2YjF>3Knf-m2sg31CNft-qs7LssfY-urt^3Azj4
z)=r~P=y}EQp<v-#IZ(Q)AN|EY8ek@rpIuN>et(g}i}I04=F_^+BvfXZ{h0#CMD_yR
zcv4CG@muaQ?`2N<67lWgRpY}?f9S*RoLoHNwJE&*XBzwzs;aWgi$YP8ihkvKa@Py{
zFe8^1pB{>5ent~s2_wD<lIz^3X)Pb@i0;2-+h41Z&o+#xyoJxr{{z1Gjyor3JKwHV
z77~9jXLQYkE2Ab-@#&Kc>bpeH?u)Wll`Q<hPldtKY$7k`M27QD8$nwxk}^LK$>Fnr
zrLcS3PXf_@p8V)V=_uOE5v1Q3B=Q;31%D2wzlL^DL?zZ%0&ui~Nh;|q@*f-q)9HPO
zcc{M`FTLw}t3rN<kP?0ABgnMA<eu~rLT|z|^x4L%J4#;s8?f&&AR|?OoUwMgiN)>;
zl}ySSFU3(f)6@n=h)s{yo=g1amsQ|2dV$qYfYjcMlJoXVa<=WnZOB_d`{LBCpf~Ty
ztkp1y^EC(-F|NzAXE9_~4)imfUyR%s1t9Y{BeI&GSlfBgoE41YKWln4>WZLc|4Xm!
zWUucLT$;Cs1W&&nh2HW%w%6unn)Gh5zmgP;s{6~+Rl9)aSckd9KkrK+A1GKJ!g<p4
zXgg{5^{8cPy`Bh>VtjY!2*g=*#Wp*m*RCx%Y^V@davwiaG?!UwgDc;7Ai#6+>@Bab
zr0bRDt{!el1Frvofd}W+bX+cbuIDBYppM+E^4jb18Vi-@em;U@%FD={+w4f#f2riP
z-2t@~&ZEysZT7dY6T@z}xLKn!cK1JrwwR_1jHkdP=5;He*Z!F@!`UIvodwQ8OG`@`
zs7TH%8V|Twqm6>Y$=En2M#qJI->p?F5o)m%Cn>%;>hrL`_!fmR)smutJ@c?>7q$L!
z`lo}C=zl(rPuj~%io0~47v<eES6df!9&~=;BrGt7;=4;V^B6T<4+oX*I}P{vJldss
zUtL;J@1jdx<NaVTEn`-WFI>fcROinS&p*sS5TT0Jx;0O|e#66|o~1{?UAA;9ub==r
zY(l*xdH*!i!6xZqF_y6m+Wn&f_B^dC_Z&Gja*jN|q1S*#Rhgs9{nF4CbkLa_5$!xY
zB-%u<^n<qb3{YZFlR5KNn&LTU^Ja^QB;R;{X-Nt2op2>an3AN%Ixsu65*vd)Zi~gF
z(MbfT^~Iq;SRxAf2+rq_`R#74E^lGH7-NL28JC4$zM(N0DA1mhc{?_=+ezV$Lu;Cs
zkWk#H;u=fzk|55xlW^?c33_Lw0VT<RT|n6a_;T{dr}27`x%AwnDk93!lDW*9!pc2M
zE$1=cqMgOkz6r1i#{T~P-UR4Q+>O=^A!T&d>-BIg*BSIW*c0BG3?r53?(X&*Ds`H8
zn6OP{RXi1;zk!gcP}+~G0+S04QxttIQ2^JrbE;>dP*792^i!I0Yy##kYv*yLr-W7M
zf*^=1^MWtmoK1A-80_PSskWyV&U7@-B5>bax`OA1@#BZ{U*#La(xP!BD2v{#PwZoh
zH-rXlh{&9Xo}*MV9utGE$=JhBKG&ULFlHr8UkB|O$Or8)5}RviuOLeIQ6f~p#igss
zu`gtqJo0AE_hAOxz7KUMijfPAxbs<+uc>Oe&Loa*Jt?pQ;~SsP#gKGqhu%GDUXJ3;
z(IB8f00tmQja&g6`lXbK>8|<BfA?E?hUSK@ewlG=bSe`rvvd)ZvjLlSIo7fD0l50d
zeD0%V#cCXGv`bBw7^U^>mkeT9P}u0^UgJmZyj)9@Z8anc$d|88m<ZG`9dx1DT*dzO
z9Owk`F4MH>I_1$GdtnK?ES^g~Ort-}DE-j1F88h6Td+p9ZkFfXb}Dhh$o>D+0%Z8M
zoS<4_L?K$XvyD6rV5IA73G=Zo&V1B@n@PJx{|r1z67r+Iy>{wj(%F{hkybL_cEo4D
zeX#*MCEtQlh=DA-sk^&-I4^%Tir_40sBTp>MuMtpPn5SEuq-6kP;vkBOLn474ELj6
za{W4Br`=h#%G7P|LN{D_A?Kh2r0AnjCh<2xe0Zi^e^yQFIT?46x61ly-c!g3DNL8f
z+6}Pd0BjT&o{Lm5zeZ|<6c=p&32eLzAdD}DbjL&0sFp*Q%9q7e4&AM$ECL?X;Ij?|
zX+)yvH3-Sxk=klhx~<hAE4gwC%F&?Z-tM1dsSLBK0WeUwz0ae!p84I;iv2b8#P%Fo
z7IMR3*Eudu?UFpRxr?My+s>mX+XYf;1LZGXO~LiHD2q`)`-m@Bf73a*{R5!r2Z1py
z9qH*2x?C^5(!lKRF%QqCzY!v_-g{~TP7-ogY(7C%LDeA?{Bq=0UDR^yGa9{3oAhkh
z1)IIYQ~u{cSNAPrlH<;lC#~eFcz8rl-wfg3t_!OrC?MA=D<Ef*c;dJg0%aM83-s0$
zokzMj-5Mi17=eXiI*Iv=PoMNVCj<lp!q++&e&_e-5TTsK<FBuEY8TsGE`@?h*&)x*
zs_E+2X9Yo{n)fudHn?@=1>rDJ!>%ijr~QnX^Luuu?yTp~8lX-Hqoq1D@sDqq^v-_z
z>yqO^H7QeUX9b+RlO4K3PZ6@|%pOjN>g?(Yn)#5plV(f|)%xcg&PSRbbhSTJAy=T#
zfpydieo8(Ok4cv)*G<`N+t8M<S?(9y?eXQfxWufhcu0Z6L%ogqQd~?6Q3$p4r$gyW
zVWHElo!9jfKlv@&=WJ6Q>*?Mmb(lJOeQg>YgBCMM3%pS+-v*#eX))5T{N=qP#AT!(
zjamtI*P14>t@QIg?>NX4dOq7f?v9<GqFTha3qYRc>xp{X&6UW?mVNh$AR)!4Qcfct
zPBPv0n`8b&DCleaf!(gqqVM}+Pft(Cj`Qokp4=M{$zZ<S-q+W-*x@a}s{s%6adz+c
zVz12!Pxt-1{3KTn<S?}ULKE5Mir=C1A*E{eKPz<7?%MVsR<b@-w{k7RS|2*4O}KhO
zLaA{_oHo&?O9wpZsY0lgE*$X`^L}Ejn}89T6l8XpO-ZiH%ha?gHtMuQf}7*PE9T&H
z9iGQ%Dc~Wm1rtfS{;&|=!{BN*Bwf#`=Dn<2bFY;D;R{UFQWxu}36rjG(gp3)|4!@}
zF(JY3I8CLVmrkxRx#QxXND>w<(u%eDehi|`S&e3JeBT#!-4^nh3+_8FRg;2~CPo#l
zG;uUDP85x+wD45!u4G~0{*jTbHYXUH<v_vMFIgsr^<_9`J%_GjykUETp18~~hiz2i
zXv3wDH7FL@=LoI|)8+On$1-)j_|pF!vK=_i{`7cBcG0g8IG!|4hSPl|CP*I?i53HS
zY{Q1r>`%}3zjVkXDqFvX1c^4lE|E=R5<+lZ2Rk(sihL)CHb%UpAo45$+8KrIU0dd|
zdZj!VPO_P27L%ZsnmEv-WV)M#_d4kFhLS+~gg{Klwq9C39>CGWs9TUOZ0HGr7lC1<
z5+nQy5HaAe|NKF&6K*U#!nb${7jAzg%&_6!=^GTsUr?n}bB>c<I!bkuDvv(BV4x%;
zIm4*gs+4$$IR9+3)miZ|R!^(c2TH#)^N+uH74Y8Y67@~Cql83+VI3`#?&^(?N0>S^
zj6_+DdBeg5R(G`3xEod(<9Awp!zS0GupV`Nic))jcEKbEpSmyf=ZoxbPH<e_0Ed|k
z1&LA<JKvM2nlv@NC{XZ6iBCu<vaoE5Yik!PRaw1>+h4>@7fl2=BWMb)y&81E#%(P+
zRmP;Gq_8xa>+bZsFPQ5#%g|`Qm**~K!6tZlau-jAk}ulAvttKF_8loC{`?#ScdXfR
zT|y#`Iav78#*mY4=%fb5Rds(Jv(M?z;Hci6t`Uaz+MC;|_u8#*+Cp%n&T@d7g-r;~
zbEDK{ibFSwB_%Db*==NJxNKSgEoW|S4s#yw4gslUZ(}3@Ak&xP(HCS7IH^}_nD(#L
zGkLjBF;YtH+E9ouRk1YQBxQI{%H)1c&JJME<Qu-WJ8-+1=k5d(mM>xJ-W0JpkJnc7
zDg+uS2ZwH5Ua8|c$ZQle3-oA(36;+%(9+Wnj=R92{;hcvshFPfMTe_Y$G65Py*`{#
z6xJUmwhnz096X(#+t##Eu~FU{-_hM2fdJ=zJx%{)v5i6d)f6QUv)mqC_vKm_c!)^I
z5i+RDq&BN5S5^}a#J!ejyt4bCOa^!0S+P6ClMHPpIFv{=lSheR9D1d#t*uiLnpTZM
zm0PWY&J#f{u!$aWQs*A*?_f74LNI{s!vXB1tk@M84mAx7Se0_^EEMWe2#<P`FBWDH
zTjwkin@SyQVeF^E)u#Q<TQ$^BO2rlw6wtfPXN&C2=i0CLnV2+&Ue+wDXK)&Pr{ppF
zuz1YxeEY~qLiu_>2ikKj%^qfay3lhD`dNlZZa=-7_+TBZA}?>ZzVuDJ&eHy7y;NIv
zJ!6b4qYDeuPH+9ng0&Z1nz^pN4nQc@bvDJNUTpXsP5Eyb%<tmSsQXKV@Mu-y7OA7Y
zzE8p^kqP&vOT<4g>YMW63jA+=paPw`r_B8Ezy4T2Oe{tvP4%)I9H8wO9MqcnYhID6
z40#PD&_qps_>a5QWXM16fBDZV|KI<C<`N*x>rf4Y*_`M%N5^f%GVP9%c64^WkFhE-
zB^4(q&G9oMMV{KbHeH=FNu5)2VpTq|y$l;07pIV|ey><7extlM|Ee<q{LU!tW^cV@
zgj4yPwx$HSqQaA)y-M_O0jN9Am|t1NR66r+NQ#6;6+ej2b(d3g+1C+quQcikE|AH{
z$S{3+KRLT-lLzvClsB<5d*o^(llXh3{n6@{Hp`;5s<Tp_!j(=>ttIW&$vXP_)e~Rd
zcPleQ7RQ^|c3I#cqS<OwWqMk$96e9Iu{ISVxe<1c8cQwQ*Cr$^{DIPIvql8q4zi`%
z+S=&tTdr^YV3mBgyu8e%BL+SN+4~~%SvBqb{n0dKqr~8U<atF!OKPy^nV2w%kvh?c
z*MV`0{Ql@;S4~VanUWmeKQ90$Lr1o|3+?(%lM{1u`LwmQMJC?x*)8PvSlLpJZMiEH
zIJIdje<~}LxDG=_ku4^Nq_>Hv4MyAw%?MY<xo+97O6e|_`Mz3vQwG2eqgJ`yrDa=t
z)@5K|xS+LX1n{BA@{cooLWP+{i@$$2bap;6HZ~4rX^!N<NK;C@H)`HD2n-<ODZ9qB
z{nOvB_N>}uPBV8i;?6*&1k9tNv)TRY*Smzhc@t#l(-OL&NFFKz2ssC^ev^ZNfx*@A
zyNF{%{M1855hEY-y83#1fX`C^itmNy<>h^S#I7<e3U9FkIFgi+Vd-xei-|2|=fJOg
z?~LRIPY6q&YjMo2mD&MD1>4NLTxQGMzP>)VZIH`z*QBGP1Mh!}i;LZ-`4Sr8Dg6BX
z`C#5*-%U-1DYgCld7r!dPrE`J#O?|{7*jE11>lJJ`1r!=8QnNp<DH+}zJ1%SQ(4vs
z4z~}l28D!RYk53v5w9P}Qy~nU-ooc9R>ILR)~UP>MR{Fa-Kl81;#f#WMVy9ROmq&m
zdy>&;9%xD(6(8T$6wYA}+07KI)Rvs0#9AkLh2ZK|v;{7<lo!N4_#-x?#6;_A%o-8)
zE2VFD;9<;&=f}sxYne`onVD9BOdM*NgQL+%IDl^!+5Y`yb-l1s0$gmk0kjk-p3i9x
zWvSe(<q;IYf=lsS2}_vt<#E?P?t3fLaKvMy)uBf_Qkp`9#k@PcQAJH#0JkN%zZ_x$
zvDF1DHWIZ_j`J|Jv{VR%>|>I0f0WX0%$Ft!9<5n--)<@zHt5yDVOMiS(V4IAGxEB3
zm6VjGdVz?DglXeOqM=pA*7P9!Ky1=Hr`&$A>CkP>KT5O{F=q`Jc-GqgIx6nHvAzWO
zbET9=O<aY8IgJzWEOI%0T}jri9Wgl@!*166!>}?MW81|T53AwTjLIG)dMfC^gkq;=
z)6j^o)}-A*;u*`<Pk+frR}&I4fkUU!ex@8c30X>lQ{7feF^Bm#M`TV>j+PF-w<35f
zn`X14GOT|s;YtQ#3O(BicYs3(gT#Gdz<p@@QjR*OaaXE}%St2bDg-7hm|@FQq;5s6
zxe}~YE29|f<S-Vgoj%O8z({Yex}Trl12wfs6Nx#Em{_P8<1k6^SSK-n+*&$x5@?-g
z6<e*=Rx2eyMzG4Q08h}uF%kU1UhObW=q0<&*sD!yI!SE3Y16LAyGpuIfSdel!0I8#
z?S$8*xC$`@KdgRX+WW?<s;ip-^w$;m0>{j<m8Mpm0Vr+gGmwwuR>-kB@4v=#Yao8B
zuC6YWg+n#HH_3#ap8j5_`*NV};B4`iFXyd_v&(hEU`Em&;3HR7NBM#g>2!kEvSH|V
zRb9`uf=GrB+a(Je4{2hM_zQ{tGpMk)Z@e5iDS&oSfB>72m!E%Gj?r^-3<Pdz>6npH
zXFEGyxg5jB(7VN@607-nc`S0>ncAfam;(2$l@sLTMtXV|U^LEkJ+0V7W0=PWvnoZW
z-eCrjgZI+i;ia0ttwJQeiFvKGV>z|5;^sYYZUC^N%`+Rfun7rR37kv#rPV0)%FESB
zgJ8RIp+Jpz>a03AIwrw2mat7@xZeBw`K_>et*~yTRc@y>^#V^6$#TA2eQ^dh`|45+
zrHQ+{yACZ@44ZlHZ~!ly>upJ=tud}QMIX}%iK^<VH83&l&F>~i?GN$KUrKWdo7~^Q
zDTUIz{{9pr?%AOrWVyVJ@mRE{J$J76sXJT{4LpZVs6`gf(t3*;8`VlgVcBK56$B=Q
z^?2;BCSbzVbTnKD9*35J1t^B@PU-GXT~RZ_w6#rt`x4yroRskcg7W_RphU1v8?6~M
zv2R1l7oApMMcxWA?9IE6{;9F+IB<87bl%oCHS5ivO$FF?QEug3h&xN-gA`s#a8=Db
zm1PgqGj+;c!+Ij`CenNS`L)%B_Ee#r!{IQrCb91jb0TGUc3)>LRjt*n0wHxwEi76{
zC6}HfZvQHEpj;?8El5`+aV{9QP!^nPPbqs3f_y|K-%8sJIrK~gS-Ve=q<O(?+f7HA
zOv6Jo$g#$~2XA8Ne;9ByK9%JwC?Ok8PiTF+r&3aPZ&uA72@aOlZUchaJIJmY^`UG7
zM+_;-N_%7lKQlA)){K%@bZ~I6J2G>~Xjw!S@;X-Fr=kcD1orT|`)_HcCJ}6G81RCk
za_z&z@v!-zo!k|<9E{}7q>0pyhO3(!7NQK|d_)$DCU{|5N=i!RD-ZUOq>&dAf0nKO
zo{9+jHW3patR@_X4F)Cxp*Q8a%fDr0W^(WC?a74#wiE|iYn4RvS_|vMdRsBaK>j|@
zDdeHl|5_h%8cEkG=EcUlSplsafn;4#v9T>ik=hXuDlR1_c)C_B`SKV7bZp2d9DaQD
zVb2Z{@O2>yhyaxC=<ADm_wF4%Y@@A7R;eg|M%Sl4c1{(m<&&3r8Xqc2gl|+H>>&|z
z1#-8<<YZO^iAN)EKObHy*WT3?zJsfjQqy)&(OJ)lG%_?~nV6Um0X}gR$T|rph@Q7)
z=G-f<4DewyTmFMXjSfT0jiAHbkLqOmKi~%z)rbdyT&2~MUq~pqv{WoP&hc?(#r7=R
zO{FTvTYBnn5-i|8Zi|50abqb!IJ^MbfPNN4yA92)e5a|n29TgDxYg>`q2u@-trfPr
zOV*h0_0D~#lC{vClh*ZHe@emZ3o`Cri|SI~-L*W{x=hW?nmjg!A`8nGEW3i6tv-M1
zN1!UISK)ngBPR1+g_l0BM8#M(&g+86Zct;&ftaa9#@(_EB=SnvB+cakR*dyn?~96y
zYdt@_<mV1aWFxqgsECLNV#UVAy1(&lUC04<@iZnhYFUAv6Rp{`lb9P?JpMv<Kp6?p
zO_h`s6sp&cm6H99EJnf(qIZ|ZzrOui_IhHjo^da7vRjE$FN-0qqM~922OuIw+{DJ_
z8q@xgzy0JpSwLJ|P_H5~{lQ@6wUYa#iHY-(BglSjkd+LLv91u2LjWg|V#{l4Y9h(%
zZtKXdLO`uU;$~IVjW!_S5#m{+<e90W@YqWL`BJ^J5;*Whc+AP@HvcX&Gc(p@I;wag
zSWIvyc3}I2l8~fiygW}izbw7&Ur+&T|MMp46wGb|?2Y_JNCO^J09}MfS|%nYu)*!>
zXiX*|jZi2qOF8&3onS9%&z*P6CHpdxq3QLk1_`lN?pA6_q2GRWa9N?DyyCE?DdBN(
zcPrt*1%ZC}G#og9yjuH8KtEGw(athJJy(hYwt_tQJbmR%QjFdBYgS`$`*Q7oX@Ndy
zX=!1Ri{R0XhyBY2Y)P6{uH96VI3R<zgoCYwWB^PE9RB3b7#$TACI07UNqL}>`0|h4
zg^_*BVBkDi8m$l3t+5q5i_O1(KMkD}8`)A+6kEs(T66*Z2iw3L(t@PLQ_YcB1Og#^
z0o;wkB3H2-WIfr!hl$<bOWy!biVr8z0_N;J!9hWZkJteua`$N2D=3Ogy>Hq=Tm!g5
zgq6P{_xSPS2khbO_6!c4%EchOKu%KdOKTtoCQQ}mEI#j?cMlo-)6&Ml8g=gOHf|ur
z)-ex;zx!KOs%cJVqXZ}ygce!9J+=7f&oiB^CN*SE61G}Q5bruRHg-=*$piot;*R*B
zzzml0S(v?+=hhU0uEP)qiC{ZM_oeE)$6Nr?Ps{MQDg(+YJ3&c_g-OT2ldN<XRtU)1
z!7Ny>#3MP*il0!~MXBvyA;{i@g^>UY3|}4Doffjrdg367xdsLUcSYA~<Qgjgi#!hV
z^eA($Nv$IELCSj&DY!g5Jn+Ho{~;m|Qth&`Zrf_n;5yu8j+u5>X-Dezp4M+WDMq+#
zf)#%NuM#8)EqU4p2V)~Ecc(-kwLy>umYB!6`gV^L{BP8U4-G&A#v$nPyu}!ta*1i?
zF6ES43Dn(v61J+OpfH6{8Nfnl(~6D1VzvW}#VQvJn@tONmT;QtE|_i53FSf&1}cV=
z1qYGLeJxG574VH3Z5kSlsio14g^|2@^X8E%0cL~te}m+;H+ah-QtnnW?cPM<==-~g
z?pw{eiaA!qix8ipfp@v8yWJiM&43;j_x#@gd5Hv(G?_yO*rxJLKH^!%fah4$;~e+o
z+CI26_bPPu{}QsMiDH=xs6}+HupWf1`4`>K70UDuHvPnkV@3Kv{Su<{8eWZ$WI^Jg
zkZ5;bUvaHTDm+dapaq3s91y<er=l=?>AGAy!y6S&VLkBx`-`_{(>Mn1xr2<V5Q?CI
z{-*+ew%^PZwiJQdBP3i<E`sGV$>)D0hB#VO>2s4x{$gB0LiKCkulam45*Ep_{i-xt
zHaGXT(Fd+!_0SZ0B_Hj<1-N9u4gfzEmeGhp%wobsU6+nJur~d1KD(0SmLbT!%Ls8;
zyt~p|D16YNwrJI~GBuzRz~tDgAAYtH)448Q^FML{@nlE_a_B_lK=JWoX-o!L+kG`=
zWN=ado>(c=BInUaeC%pmF5TbBkvoq|4<Dy<b7SC0e5cUjpF0Do`S}jHMo(pBWrtx0
zOvk$|HbTPKh^RQ>3#Z~2f%$GL9obt%wr1)Z#8N&O1UCXmkK;g>*_qUie1)cmmKDZs
z@%k1PoN_r&Y6BE9-weI4u67u3{W~pC8oB*MQUohzBEWW-PH(Nd$*r^>yxVOylKb@5
z;*Z)UnOsw&r0kXYeGP%rizh1&b}AE;Af-fdWI<6!P_d?de+f~95Q*@n2)EfNxicRI
z%p6N2z$l<Ia0UItCQnUG<wDc7OV?>J`Ts35P=6b{8kPI_a27b<oEb^T<CX_xWazjp
z#lXpmIoO-*O1MM!IQ6u(ta{}oM?*uyF9tZs1VdR6ALohN@U*^ZzrZ%Ia{|H?5_DTy
z?t!%n7RUX7^bw3~!|-5l1A{QU5Ma0uHbV|Rgmb7_6<9DZG9tM@U`CFq1$VnPlQy&E
zPyxhpsBeFIOK-2UvZ%|FysNMxW_>5#%h+zvEwpeXHg;`8ZneOgHtPdGh$~wmT*u-U
z|4kIi){|na`dz9W-!6Fg-TL$vp`ztN5jHYL91BFLJCeCIk^LM7*TpKgzru517sg{5
z12JA%mLZ&oQv6zo)cz(#qsYJ8?Yr3shfAYaSkG={qlVfQo&()R9iDHFsSKYpt+a;<
zAm#)G$AMBI7aHO|$qal-_%b+b#N&qB*{;oYk-dGk(}JZ1lu!9JJNr7*W)&&I)qGXw
zydu{$WtUmGzg-47mRxAroHp)m=>LTK1~8fI8{p@fK&*>`t$l$t?%4wh$Osrhk+2c?
zf(Dr~$F~U0+E~IxM?yj(DC`JX<JZK*%LtE(#7p3IE+YwL1gAzQ!Wbb=J(Q(z&`uu7
zMy8NderZ>eFTn(wV7G;M?M^@kuqg(dvn)g`yD9=w$S^NMIC}`u3%_MSU$+i*Fxmp@
zAe4wg_`<;w<-yyt9I9Ud;sFPuk^MwwAELX6Ka;2P{!GHYss9wPMqQur?5sC~A-a6M
zDfF^@C=1$S!5lmXu42b{swo_CN4XY#IqnBLBbdoaL#T$xfslPhWbaSMDsU(lfo+xr
zvAg@8f`ZD#se-2!n5EFjG8W(l9t|JtZ(u+AP&65YNJPZP$L}Iv>$x|li;cB!>l@t#
zn1ks4#j~ktD>;$noDjljf!}LnO^8LL13dgGrd)Klv%<x8Jz%po<2!~-EQ(s<km^F2
zy+54lkGBt5&;S1i|L@F)nb7I>|I`BDZTtV!34bJ=PlQ;Y_>e_PEYI-zQ_m%9XrkTv
z7lnE@e{#7VI@aZf<W;KFI0`-6t3bEf<x3;K&eGWX$727ty;P%i2zuyu?=k;Bleq^|
zP968rQ^e{RysA<486nQ03BQn>r;V4F<lYy5YT;8=<4O1pO6{9H)91brTp!lT`IC#K
zcqKx19CwLmmlU7GWU&Dy3XZP1(fIhFU1<K9T5$pK;*Z5BYQDc;=d|=R#=X#OpNv~Z
z&EYqTx6Ihb`1NOb{1%RZehyg9)||^hWHiV1-aW)~VJd3ek$k*mSFEK{O>#B)SsH!O
zqR+-|5p<&PpLpLvT3VWxmbQ_DvX9x?!&Yf_PEf0^^lQq+gPj(dNh4AxwW}Aa#vido
zmb)P$!na`HQJz14j=<15gd-R$t{YtWd7n{J;vG@xz)Fr!X~)2?2en^Ofnj(X{uTf@
z6^?|1Te&O;JT2rjz;EbG8KUxQ%vm9C^d=SpVG~j`B<s*nTg+6?z651oDvBicHSw{t
z>P0jNBS1U{)IJGyn6d&=7BZ)_*b^Vu@uA(D805B&o}Nfx##!V54g-@7$W;sZ3OPKk
z<9szUGXur%kU?CAZvgNB>{?1wBg!liKgQk}xR;9W+O_*voz9;>-vL<GkEH8JmHXyH
zDtP4H6d>;T0G-2=vzS_0DZ&6|=jQMOI9!1^<7dzK)6~$J?@OV$0=`QQ6pQdMg84%T
zR7HWTfw*{VzIl&o9TF!N7Z>4Z9s3oc-u%NyV6bY97Jy|)aj$qb)1I!L{W;(@%25Fi
z(e?bVMmEzzlmZ-Pln!zT;;GL*B$zKboE{3e!VpOw;BvC2UL@-Tu8BQ~@NWgl+l3?i
z?hNo`KuQ@|Y^_Y0T3e%^uzPDK;2-@%B&Y{4HAcq9SL7bBQ6X3gs8AIV+Nw+?{Nz~_
zKFR(73rH1M%QDwA1nwVd-BjWA#hZt(N5bpK@&RU$gLwf}B5Znknw^!X*W>WvECoT5
zfZqUgj(o!K@Gyix<Qo<bVYfvX$k!)MoOskU1RO847fAYavlW%~bGH!@2gMB_&jV)i
zoBJ?mXz*sp)6}k?ty+}Ff4w*a8)hUqnpy?=0QwPpg=iFzf^xJzoV-8)0zj1J0(a5W
z3vsc1XebU^qtzOs4hP5e7~TsS2zx?dVId$}`C_uHqlYgkz(wVtF1KuMI^*XZGU11d
zgq)`jKbU#SPK1bv2oj-hZ{VC#;+HR9;A=NAhl@f2Q^0%e+FQiVdIQdK<iN7RqUb%u
zzkH(>NExW4L39`vNW*6U8o=06V^4T1DC4)ST<E{Ej#v{SqW1Sc2Aj4B#xGn0fI-lr
zcwz4tY8MZH%^ps=o;>~=vSMQ5;}v1kfEFD3_0y+|03Co5O}FDk72L*8Txm8K49xmh
zEpAphI7i(M9|0c->-M(*TxDhE?k?`*;}dRISX?Xu{cD@Fz3K2c!+YpwL&F_aw2t;x
zS$@6%yaW%Sa*w#G08hbHS;2>zI6DhNZEMDx{QP{Q+JLjjo4+DH(0k~wVy(8>t~5ST
z(Z{sr*49d(GT71l9g6gX;9?tOw}FV*)SF|}4COZ|gT&wT@w47r8-6zt25o3(m&4l)
zbm5_`>&fCJ>niSa;0QpC0vnVI1&j&=gUL*LBKVT3;E(w4*6#dw=8<^=Yq%^Q@koRg
zB^H36SI3*RPp*R#0dh(q6qG)Mq=Ze4|A@okYqtPBfGi$NJxdB2tpsH~Fn`G6F(@2P
zEwb!zZUBgq%W{A(bAV6<n<hqOajYaG8QlCONYD`Tz`GP+sv!l6I-Gnx6TAUbaqB^9
z1HKt1AHXKeFldQsuzHSH@P50q2zXW~|0`K>fr1OLj_^`cDZ$}O-{4ch)fhWF7x6+B
zW&{Er@3TF+PKzQt+;9TlV0i#P(=sq*ym5H;>??dU*sl6h{2YI~{$DJcOS6CzvJY6>
z8;6P1M?cuc|LY2TJj`?MGlRV$W+@?|O{)n|HG*6FaqT12qr+feR)x&|_BKe6VJxs|
z!0r`c_~0t<ANo4=NpSMW`=NLMSsw5uu&co)KlUG*^{dvF7DFImAQ_Mgg<nLx#i1`(
zKXLdQcN7#AlPW8v;34GNfBt+cu`$R;PVN~;s>d*b@Z5T*qJg^r0xxmU(##Abz7RVa
zZ}QDdcnKBQ0(2FU6(m4RN-iuEf-xdy{p4`vWegFU?oJ0U4X7PDpe7^JdKMKJjyE0Z
z=l|=(vpEs;a^jbTlMsot=g+6P4@1@fPKx~s;YVt`r}-EFPKtz-luuGphgP$|LIZl#
zq<uK<{rD5!X4&Ck!2vb^Y7d2lgw^7Jau=}38yR@Bzj3yuwG}aYa3^vgI)N&62N+9a
zR{wSeRmLVJNQ4BR^7pKQT_CgCjsJc<g0q3ONDy#z6qI`aVjRRL(5I1Ik$(qo(PW0M
zuA;CjkZFf+K%9x0St^*L+24;|1%re1h<(Zmo)W1l;pgA%qW50FmL5gy-4G;Dc!WE}
zT8g3I{1ahn;g~P}5%4gjN|9ewG`cHIO|5C@UpEdBy7%ni2w9=D1c50C8E63I&W+$x
z-<P81uN}IDV~Ai4JE92-nqe!vmipnSxAwck9sLoO1zKmn2?|oFgC<CzGN^z_&Zi#Q
ziw|PY6col!o_yvl08#wwp(F1N$H#U(Qnr7>=YOC4s=wv7RiNMh3w&{OazcuA5Py-W
zh@ZRFYloFEhqDX54hf-$vs+4pHw}wqSQyakjeu`#EU|+?Bm`_V@)3)N%>019nHf6-
z8*m071OGewj;x1|e;ed?i1AAJ=@k@Af)4<bZza*w-)ci}?ttF^@Z{jO(1<gU#lPR#
z@3yRLuIt+D-QoeL)PU7TN*rMIOF0h5Cj$<9X~_okPfc3Q97Cj}=OG(a>IXQj8i$|b
zf+znQ{G!Kj`0m^AZeSxIwzC_6FVO%42l!Iug*V>&t4RU&8pW=c%<D~fH8>NCKXJ!p
z1oe4sh2{xZkDx1H8-s8KDpdNL1<0jm=H~~MvkCNu@r&0P+xI}EP@Mn698NoYfQhlG
zhG-&2!YM)Gv3(~&v;Fu*36bSO*N(xgHJZ;5IKU;FfZ6gQ3T|FuA@1!iD(eeX)12-e
zl8*)s{_eEMELr%qyO$AStoO_{25oI^+Q7t^@3lXfh>>%0TfKro!h)BV7rt7=_twS3
ztv2BPnW#z;zghKuafCN-)x}jdULGlzN~<>sy%oB!Ww}0rHn&X0cu6gPESrMQGT8G<
z|II}mI5RibJU>5Q(n02nKo{V}{KZL8^M{U@I=^dzZz~Xea7n7D(#wCy-a~5lyGO*-
zLu+C29Y?Ole-Qw_0uPBHz?U)z^8E7w8L}kxt92Y+(e-Ld^LZkok^Iw8M_H3=GGX}N
zalxSJD&gNDQcu~{&_>+EbGkd7F{W?EUO=dGiW%K6RauS=h5mzwwlyqIQ8iw;rsfYa
zL>1wA`j|GRy@UkLJH;_99l42GOGEW5oz5aqRSJRKJNj^Dlp(JX!KFD(y%q=~6UA-*
z(c&)I&%TG*3d}@xQs7M`ut}vbqoq=uUp>5-X`ZQhMEl@|$~1}h!rybNE+H9Kxid^8
z_epe>=0O9El?OlNpCDCM6v~46@B`|w`%~}UD70Qt>A(Cb)^7Ull>17Zf9e^i7{q%6
zZyEg@;m9;Ax4g%JP8`SOGK;Z|yT;EqQ2%_1^5(vW2W?z*M)&wofL*Aa$X2(u(j$>$
zC=0x)L%LO>o0;nPlHA?t-4wy!c<sK!l%3r`jr7$=ZeD)L#kj_I{})f+0Z(=RhJB2T
z%n-_!Bs+UWLMS6;?@ifz?+`-E$|{PGUG~hXtUTh-vDYEv7~#lz@8kcz@8{!r@_8N|
zzw!Ov_jO<Q^}VlW8uTSB1c;iC|7(toRlx`8ojSUPIP$b&`+v)c2<Jppu4oMOeJJ|>
zEB<KIoF(8pEZl|aeKng9mr}HmxJU{tf{~=khzIpqhdGzO-=j1%U*|zo7~ytqxXR<;
zKnaVJ6`O<KEXnA1Czbs<NJ)_ti`~Sfn8SbDaZGG|P!38TM+c$%g+jD)nwwnkXx&<2
zS(LC?y<)w@Y_N%6@$oFu(PzM3vS`{J3O?#47HwiNAtcwP-|0f>FR{6X@jEm-=4OTc
z;4o_W{OB6jq=$a8wt?(d?ouP$l6brsg|i^e&&e0d?YUtPn$s92+BCV(lXiNXdma5J
z_h!!OhFMB-&hgiysdvq?Jc~(^H$)BANixM+)V%Q80>6B@4lk%pa4j{KXy=Fagj~7j
z{>msr^OaX!O}hySy{fJIx9prN9~r+7B9av6A23B!<Y07hTefZgv{WeUXkVcp`*%$%
zbN-crKM%w4ju3<0chuB>hVUzXRi6Ed8b|o?k5#z}HQbn^{{}^6Yj-k{C9WnJ7w={6
zY|v8uUh#5Khd2d$3fCuvf@QS6zg4;H&EBf<gLM)_h059U<~4>Dc)CZWFxcn(NO6hp
z{d1f^F4SS#PI_Zz<6MTQI^dUr!a@*XnO*no)i$|1QT_gT_rKfmWcNMY5~70A^kwl8
z&Sy*UZM@*W(dHGV4C9J}A4UdmPYy;}zfqmeVL#WdjaiTZ=>Ujcg2%J4u<#+TOMRQ`
zN4|xMn<!5tZGyv9jCpqHxC0gNXND7Jp-|5gRUW&Y-I)97$3&FPaQ)h0>kkzu_09Jo
zXJ-IBrK<;ckdc{*`U9ZG=Mk{hptHr{erWO-9PK%81kObSERMf0KWT#EbVLgeVRA-U
ze0-TaiM7;2pT?pLmRec-EJ0k9J9Gep(I3o}ojOz+PMm!p6J0%M9v?Y6s?AQLhN0#k
z8X9V<t9^c(BVp;Pd%5(H(MS>kVR9x8`WR^;e<LebPEL1(T(tT_@X9qluPJq6H}6lT
zf^MGE6Qxj1K(V3$R@@)@T%c-sU9T+(Nfdf;&yte?RoewPg_!?aOPV<P_Kh;2<v_|k
z;9kz81P<RomU-NR7v6tXi0HOUp6<pyR#mGK>}k}Nld7)nO4LWE)>gf)0UQOG;K4%K
zDZ1dt#O`Q0J}bbBg@uJXUQGvA2Y>V@Khq7liU|wQ@#E(17L}HM0mMH)pkYX?(L|P8
zTa%>pKZ{=!P3&aO%E?LPv=6O38|*8nY!SSd$y7DSS}Ogq_NI`(zQdc#e~MWyBEqxR
zi1+smWI?F5_*2=n9^Jk+T)C@PoXP98`X^_6unZC%4kW=vKqesS0jdPY6hM6geb;{J
zRfBw7Rv9ltk6%a{tG&|0_A}#s766;d%1YcbX>PvB!om`7j-bCdonm<{2txSjKDzb0
zxSv7_?DpEgP%kAjbI-Qzrln1X#n)&|#%TAyb87YL_UIq=VIyh~3I^eBo@oyjz>{gN
z=LiyV>c^XO32+_!?^gidIYir?f2xJKLxVA7i|E!%{qnKCF2bPOvbgSvOsn7BMV(Zy
z0OtZvAM~AXfQg|<8W|a}gW`)RrQmdaad3d@)I~3b+rIkkdG&irAtxJI9o23IPB_6L
z`~}Ydvmsd#k(aP&ATc|PSJ@5LO%R1=7u}!wJzbAi(|fF)xbPoFAssW>__z@>G&1_S
zw&}0*LAg-KKpszEPocxkq(#{ezl~54g%DdGZu^=e--UtEZswhdi)YdAiBjMv4I%{A
zPf|hZ`RR68sPQ`E#qy9)g8_vVX{JvDrRC+*bNXZ^KqZNah&&j#*k8dlKmn<LxR>U7
z|7Dqw4zkQFGc3fKKWuM3<$7TgyNNj612yTz;J;Z6OMO@Nik=Pj_uGNe5UQ%lnIqu2
zyrHtn&sQ2EyQO#C--<Yse_#<)7Q~+0x;ylG=}@8k_DfIPLaE1oY0aLe+?e9HR6FuJ
z&RRZbr{iD_Ac%9|p}x-F&yr|?9@giQCkls!b{AfcAP^&eKjePuJN>sLRKk)!hei9K
zcTRV^c3KAi9s9(>^OTmZAKC&Gjr;w8DDt=AL_bdWFh74<S#?01{0v=Q2BzG}U9yt_
z*I2T4v}7D#^+4QOjCR*P6>k892}=oRB7?v9_b;9|AB(^(4%xB>QOLEf#|!J5dm!H0
z&+=6Jvr2D|ih{(}ot=!HbHWUQ`jKTjYPZGg-u64BT<c>yaYUQ-W=3Xc_Pv&%urD^c
zM;j+W3rwf$%j+#Ia8ZCtfxUsA&iFDGPL2(O@Cjm`rnv<WdLVBH`-=a|4;Y-xj>hhs
zVB~~PyJ#~jPwZSzk2|Bb6|`ieOiVtTg4`bX9g6s6TeBe)Xpn&63n&dH3U{%iG9Odi
z2n=?a`n&IEyWZKY@N<L5;0QbW$@J!n<kR-qM^oQXEU@aAj!uL8TD<ljrc|<QUD=&4
zxwhS7a3ba=y%%ok{)6Mu$Ndf=M8#o7wu$Mgb37`;0iZe*3h=J`CnjQ0e$b>eh@TW_
ze(emhK^#(dfiW?l$+XCU^<xipRnIyqohrA%O|WGv?wOWbKtjd(kfB9dtNi>yz~qZV
z`RW~D9)XR34G(ew2WxB2?+xW$IF<y6L%ZHo+*ZPE?<W_VDhMVH7t{t?=4v#Y(R=4m
ze-=9S`U+1spNg%$PicbSe=rY_FDRE;-FFVo*~~uAF+GV@<&Qs(#zWBmmr^VDvi09y
z$VigTR$d5dr(W{N7q`@*REFIvkXp66k7R-I!(k^WRnSz!Ed?hh)LiO0?P)i^<D0l2
zh0BE31a%XxW`x2}UBr}s;lIp7&*5?+-!|Iv9UMvx%iWD+u5vi^owkAE1(=}zU%!44
z&4V8Tt^fdi99=VFP4~Qcdf~~?O4By2q=UP6pd$LXyhlzJ6Siw5d(;AwTIp5M+9kj>
zETI@p>7{zU?R__y|H#IGM8a)$-mrg*xdyU#y3~n%mV~q?9HJ_L+q)i!41<dUirU$e
zDF(L@Ku!r8p=1X~9#K%ZRP-xCY5|%USL^=2;;{5E<1;LMP$T#Oir&%oJCd=e^I~tk
zoPM;QHNKQqakC`<dYE@-eADbQ!SMJ{r3-^wH;}4Oc|N@U9_a*Wimq9<_pkGHg&=RA
z4S#RV(3`@kdL0ih<z{FqnQ^cPB#yfsyku@LP{qYz=CNk)64ZUfeG}&)#Lj)*G_NUx
zQ=j(U$=e(UhbFB3fb((;m}}6KjhHo4X}9CKLHbV<nlDXQFZZ20_4ktx+{0iMX%S;C
z@IgC2TGlHuRf+rE;PVN)2{MTH|8NK&N*IV{_yWN*uF;snP$(`T;p$Tc5gMu?xBE2Z
zxVL&232EdmfOi-rh10BWZvJN8S=(c74hz!P5?g58FCPH;zuhi&v=+|yxPI%+MIN74
z?@!IX%v$_{DK?!n%Wm|`d7JS<>_0Ughl(e{a0Kd#v$Ks2VYlV1O>pw8wbvk?t=F>~
zJw#sF73HKN#I}()+Let6--SQ#<Z%-FZ(+R1>r<KOesT^bb0d4dk5b_8Nsa^S`hBxw
zy?w`=T7yzIfhKEhR)?OOYI))I`4OF$?Uw#DB)xcX0c_`gJr)lQDO=4m<cDD=>?wB@
zk-Oqvf91i~qHsg{iJO9a)ZT+e(%hQ|ivvv&7R}!HtpQyUojxxKNg~-pS=ot&6tjp<
z_u6h8eQ#B0cm&7IoUkX2WhT|_YaP>5vD!z=ZEv!iz8o#CnpezCh(@x*Uwev{F{hr3
zG--{kslIW+qIWAJQ>fj}WDeXS%2vS@9L9ra6%wFo&|ShLkq8*x{phz`rDxd=7^j{z
z!zAOh-jLfK;5s4~D#8f|ST(eB*CKGvGcep=lNJnUZ%Lk5TIa1wQGTT!q%-z^TpUrD
zly<}H(OZ|Grz_`UhDoz-rgj^3cx1_@hV!2%>7cHzu9kbik=eg@^VHbtjeYLVUYI&m
zr2AM!3*9B9e`BlNO+FfP^M=<Cw6NGEOz`&%|6Xy2`$9yD)SX_;H2$P>bdON1We2@%
zpPY(*-}OHfT5Aik@ECZMi+(XLezZM3UHxa>#YsgsWh=_hB4PGPi!>STIgmt-S%#u(
zh~3c-qczQ<5VulP)<RAxo)%A<6ZUxgbQJsPT6=*IFL+v&n$UCsT($CewjX>>u|`S2
zh(DfqumgfY!C)eLIq|j*o!ZMM>?GiR-gVBhL-={WJstuetK12U9%~nV7BC2=?mGPR
zFa*%Lk`Zvj3q$tEcf%`|zP|Lg4ER~u*euerCWOg{Tx)eoMrHzztwXtJ6nRr33;O-E
zg+k?Lrdg%pO<K3OocI5pM;m_blFlbRI%X2=PQvp_p@kXbe6f2r)ScJ2>kpG%8(^$i
z?(z2v6P}ZT@AG=yVojb26S^M%qs`>rzz<*X$M#~@I#eyfW|sucmIH}3LBQ_0`Aosh
z7)04*N(3jNuqIQ#J#DsD>}gJyurlWbE}FO&{|I67*#_6#RpgG`Nvwh@W8UzJ`?V6x
zAvGahadF<bGkk5^$YxUpPlL-a%v=OFlw1(YSMdwIaX_tF7~icJ@nHcgjT#pif2LpZ
zMNkmtXTew)cp%25^nZ3`!eGoGC49j!IvA9ut7o=t8cIDEViClg+j_eEMme)G?N8AP
zk@;?|-+XS^Ax)FJ!Ny;04QfI~XDO~tn$GLgPdHo~F`M>61PDtR`If&wZyaqT_-1WO
zZ-mx7X@(Q)b;ToBNZJhcwPvX-Jn3uf@-rLg|F<I&XJT%4eCyQJ)hI0a>`EgvUS>7j
z5&~}+Mzp<b(1I(4QF(CCpPr5_L#^>ACLN1f@xITSQg?stP#!K-I48VI5iv<4p*eh?
zpB^u~F%E15cvEgykFO<!TK4%|6sob(qbB5frOtYAzZ{8FnOP5M@t3278OzQRI_1dv
zdl{t7U@!oSzMXlVoqS8xBAC%4$p3uXpL>g`9o}*ipj()G<<>xs%t^68y~4foRmzc3
z+Rp2nGqb$hCE1Hq6YMPwe%qf}PgjB{ONZ`iWecxSmYoJp&-R<2htb!tSz@SlxSAH<
zh)U>9Os42m@J%IJxtlS-t1fs1Lq8$sz-kp(<u@aN+a<(<R{}n!uny%|dy-gW-9ZIs
z<Lr#H&06t(qbg8W*2~70c!wi?GP$I$ef3b@!r{XM5bW|Nu_+{7QBAV+^rV4}4OaFL
zR}`uLcHQL%L-ko?w`tQVm}x<@NKa3P>6c4L5^t5Y@88uS?FD#HvYqU;(9UiAvs(-d
zeOeo~#~~+gWKj#onUU<H#AkaQJA1N2G12k=v;cGVLhq8V6<p?#SbrGk{9%1Y^)O*o
zny-u*5Bs|VYWsMiYq-5WchGKP?oV{*RiSx}PjST%#!pa-gPedhfjaTdg~U5xR}8f?
zyo@wDbp}pyrC+N)(9?BSE#>cJWM#c0#~KTMrZ_`6a+vbC<)1~C3x7h*!^p%mKUa=9
zG$k3?JqV#_cC{K73t(1mob3MlSBxQyFXjB@L?T$!a)VKD&mSHf$?XP)j35Jxg^9O1
zI|&~Y=~`qdmyCSfn(xsOOq&g0-SGFMKMh8<)4KisS2pMwa#TBrQ9-dj+g5;^u(rFe
zOrV&Bzt6_+wnww%ar#cgd^fUEPhkUYdXre?K1IZX-fr4gKBg5{zZ`ABJBP19kG$e1
zRFmGUQ%5Vr5`P1f5JJ;-Gg(>ZRdm324Gi00sAmT?Ow#c&d);dX`3Rhc8DrY#ndoo2
zG3M#=zMFL2$z8$O#<kAagiM32?#x$SK0TYrLOUaPyAY~ha#{KN`<suJ&r8W|gqJom
zq*6^}3iN@$S&a*L%fXznyB{LKT~Gbx=m&2XL4Hp#%*;10-zWV8YcKjSLD)8C(3@)N
z?Tcgg`o!d^N;XW;NIlce6Wp48q=YY|`01rEVNT8?!LS*k>ae|EHLs6t5nX={DO1&F
zuAaTzfDSzr4K^`hyDkLNy-tIAkvJ1lE<+qY)*rs^QzpWZ8duPQ$u};|GcO0<S6n=s
zFo{72z|gKH4GIK|AB0o+k=BnGV|eHjjsoaZ6a~{(Woz_h$7x?^a5MBDQAC!JWz;8y
zOv5nG-t+(Epka8h;E9%|<~xXbeU^KLk{E;3MR5l3Q@stDQ6xjTR9~rN<ThgrRzZO;
zZ^AcCq5U%Ftu}{^o6n{jJedZ*37FbLT2UmY$AvE5qBoSr1a)>RYW2-WiewdTaCeGy
zKS|Gm(<lMB#PHK^jrMM*7o)I4?cEIuXtmoN4%30>x`)lS25Ma3y$SY-w2RZkxjXRv
zyr{#JNc5(EscBohx9VS~u_85$pG@T!EYUB4QE9i3-(}?FCaz_H?N*qOI?do8GZOF`
zkLQG8xy8jWe>!1k#k*l}tCzVs2i?9O0<#67TO|^DQDwHL|AWEN`o)lOWZ{*QyDy(O
zOC;Ee#LZXR1us^L5aLLWr_`Z{qv2%AnU3<Hb|QIESb!eI&)e=%m%O)fS!4N|@}SsH
zfw>~$0riust@hJwf~8>@osXr1<E_R27oxo4?5pEE>l-ug(wsXQ7g}#q-FVY3$(Cs(
zspH1^VSdN0@%;P>&uK=%BSsb$6?np5j2G+cv$cr901~Em*SN4YQpa#WLV>R{zx$9E
z<S)56atDRd(|R3iQI28_)-~)TV0X7;+U_;k*c@$3E<{r4)(}C^CBa?7ZO`jdS4Jl7
zUMV0nGeLSOtxz;UCagpF2|B=0>@qA4*eQzCw^Hq}Ev=T^LcK?3JbQ5AYA?kGw;GMN
z3{veTf+p_tQ0RLf8DDveO5AE;8dTA^Ivx&t_vgE?B2w!Vsi`G$qh70e^J&Xwny=K3
z#wRkR%fE{Jh#o5c-#`_+f|b&JJa5>gJnT7pj>G!Rv)Q^BmH>i-x|%;;RWw!Rc%n3M
zFqD4YZCW^n#c!==`gmqs{GtE3ce49tB33iUt##)Pz6HO~p(cchAuu;Ym-nK)K|@&r
z>_S8S7{HyMQ7-TWTVI$QqE2IEF+U88V~nYMYltHAA{PZiZq66qnrzbjWsuFQ|L{&$
zi|`@0(D*5s80S%c!kdw@{{6~-C_}nw>8r=loV3#Y_pfeOvXhv0!t{Sx-{BQ8z_J!o
z7*jOHdQM0-^j+U{eIDjPCDpXQ_v0a?dowAXw<+6nSaCR$kYUImSdbD{R-UaAE}6G}
z6+QvGChbk^$`y*5?IrEMxeD>m)&?Phxg;I?r{f{^q{T=su&KqCV?9-aPG};fqeO_Y
z<D#qxb()8xh|cE`nfipsu9af~LKBfJH>lW-x9E~avbwasSaZfdn{KpcE|(J}Qm2FT
zEez**-;(rB)WUq4l)KSA67W<2lfNH+1T(H65`t>JW2a$`x3_9njtUH*grA*bsf9pd
z$nTlvE_PXkSG+aooxzb77tN&CA&0!*>4o4qRbpYYTK(W-7gUEIYi>L4A4ic$lQLAC
zq-o{FD*x?f8bUls9v>c%A^>AT`bqOS5oz};qi$kM=#ob)(}spT_1|>&=|a|-PwY6y
z5t`#5J0hw`_d@6Oxqo=fLg8g<&pUS?HEZ^~_L0V{h`da)@%E;><u_xS6j^Vvf5K0W
zr$bGowUAhRFU<;<0tgj95hrVpZf(itwzFstZ08C{>adoi*BuwCdK_veTdT^)_?gy{
zl{Y&Ew;PF(;DcU9-oXK)7;nnloGTb2>hjh(%Ef56hBAb@cecAIWOr`;36@;;T&{X5
zX<AR=b{fsX81IyxkrCm7GPSj<o{vl(@qyU|unyjumqQMKwdPs>?D3cLgFArvn0q4Z
zjKKATPvf6FZ_4?{UoOKeLx{pcGGrapA0EUdeEp>BBA7J)x89F7j*#`Hc~4{OUy{AS
z9CL#X@8+oeuyv2%jccl#2IZ{?bn>+W40*?`=BY$~%Y#<0>@M=9BfZxLxfFqBP0eM~
zi=7s}&+LrG43^t=C8z&xZf^av7Xp8kNJBgby@N(cuQiVx!!AHdwK;XBRpsMe%fUX;
z)otH%CP!;?c`PRJm&x)ar~Cd3TeK;D_O34G_OSfASLs!wQrVAAZ@N!;;;Y_z<)!KB
zDt=jacJ%1*e9yTmlo!jfsqrrEkn;7`@|Fx`sxi+O=Fcuv@m!o`y<;zvtdY+ndI!JF
z{9rNa^!az~6%O5mvOXGTmH%5>=#G0M8zGpHJ~iS5m!`ve$upw+tlbt9-l4hv%ZKtX
z!dHl&mJko7p2aEWVVHLVv&r68K254MuVryNi5B%h4vS)cPtE(!sIfdu>@sVP;hv2g
z;xYHWgD)g4n;=^2Hrv{Z-bsJ+X0Gee$m5GE-ho42Hw>J>r0v54FbfOma)4k;pI`-=
zAvxc?+UKSECGY;1H(#lXWoimeR834qgR{!UWLPtXL>}9JZT7%PvQqvgs?+IombK|r
zFK82G;4-g(@!1-EEWX^(^5?(L=39Pcx8#rqvId0q%q6)kUWeWn*k{~}5{1{ggK=v#
zDuG&%j#-(SAfDj~b}4@t+t(ahvG3?|K>YVDAB}nF6iMj5ifn}gf8`ND>Wn~c0AhOD
zK&sU1lX%!}u}ht|b!c_PndNap%Pq;_XU733hTQIX(WN^=e(Ir%FG-I^%FQbT(Pe(7
z!6zsA*lndAkGE2-madhzY4zwmjyE`(wtl$O1v(_fnBvkdR(ke(5s~Y`gp$+)2?jPo
zEj%NdO$Cbp!71+%Uu;Y4__)!=6dfTR%!sWt{DirYG;bLgc-e~aHZ>t|U>*A*VwWid
zv+!?CZo4;aw4J~B<Yl~}a@26K6&E)L!>hMNybNU5xViu3F#<TWchHu34eTd_PthJt
z3<pp+pd$)sisbKo+A|MRypN2XQFofnbJG-hl{GYn{mDBgRvnUab8_UjWa6+#v@S=(
zX2i(9&9hljXaVF#XOMZzp|ZZmQvlT`|4RSv8j%HNx8}C&3(I@<v{M93EspKCrzsgY
z#<BpwVpsANo0IOy*1oveei}>@+grj%V>4EkT)vUr38m7UUC^D)7K7}BxW7ddP6iv_
zD3jXw5HHzh@&vAvEDHr$QuMUIM4u4(kKjhD{t{f8d~H8R(E1Ou+`New%E6E9QJD0h
zKJ`W_rYF#Q@SoJTZ{g=m`p%}($-B?9ntt{PHD^8x?}IEG0X0vikCCyKFmxtLoQ}Gg
zy|dIJ3_mtrvuQDp>nm;EM=o{7%a`XQr!HAB<{6i6^9bnB9nO(6=J8nf-X{w3z54G7
z>bByON4^d+UsPvYYEf$3+A?u4Aqx`PpWTho!w=j32VeYIVF#Ha!Db-V1qB4hkmKtf
z!OzA5U^W2b@yw934T4bm0Dg#M2QOnt_%Ocmg&O~#co(tDN2@5dlG)r1dEdEn#@mbX
z;#yfdY+>Gr23}lA$?YdlO;Z=x9C}x9$}U%i{ER%n910!&{!CQpT{r&^0uDevT(wG|
z-MhCrRW29fCg&L_P}M9t>zA9}PPNbAv6_gULkgi99!oCu?me4PnhyN)d9>R8Nt;jO
z&RC@nbE@5z{XFn9Jsx!(d1+Igv6GibEvA>ng*sAXtDFK`RFg(F2f|Q6|7Cc+kqiD5
zgFNZD=|8WBI$OMA0V|B;XQ+}WnV8aGb7@cx(PL7W1uiYW-5N1G{GzcYWtYJT4T>If
z;aadYfCn>HLxJ=Ghqr%AQYt#s$vq4LLaR3mi;GRyviUagaV4A%8Go`LoB>h1FbuP1
z6I8G*RBu=1f!2sEcm%mat_()dYG`R~Ygnb0XKHYJEdPAh;&VPS{PsJ9o*sNM6xZO3
z45P#wC&j&vHZ5s$>kb(SNl1{=8XAbrO4&Ud2$%*r3O}m-jaWAx7&SdJf9G3fD7){p
zH+>aJ$M32(=1BC#_6_V?DbnM6n&e^-$EW@l<<8w-`DNO8&#F;=>M*5evpQe=sLN?E
zmcP{WfGM%J&a$uV%EO&ntQ!&1C3$vvC_iMw?98Hd`cGGkI#|2Kb8@M}HmsAlJZH0?
zGJ9aSKO1oMS*PAJrpbw##qB7AuV{=yJT4#ke>x6K6x5*(ADr?dq+%(WdnjoU^WsU1
z#5HbQg<?G^ZN5I^=NjaG+&M}6#L7VK=<AiM&b@awYgPxd(XS~ws0$v=eS2}mJ<E0D
zvDoEB>yk6?Sa5W_*Ps@3Zi<}*=N&T$PGXyKZc{r|a^}<f0jzG^uU1S9N=D|i^bvB#
zipWN<!OczK-|G^^BfJdZtGhDrEzGwAw;A{kx_XP}oQsP+J%&A)U*Ek7_-2EgD15vi
zA^FI?sxgToU3*-#3Ei7K_ce~|&MO&<AZo(&>}(a8Z1bNky)6o6OYt2I!i<zt>AXrQ
z-}=C;=EgFBHgbL-`LMfTC!{}0cLhWb|BLFm{|JTcbTh-Z%b4x*V3z-U^5bA7g4$n|
zmbYx`a@T~Eiy}3clvtdU6&D9PWz9=fxG)vF%txbWvF#D<j^9F7jMR1cF8*>72Rm3m
zupf&9@1p-<vj=Bv{MIaJksGFCy~hi>1d_)c&DaT(^0rI$2hyHrFo&ETC?hJ@(@U4L
z6EFO{?d?V$wpONY8g}BlCVxTYVhjg74=BiCe>3>m;p!b2-40B|P98ITzMuJa2pcXK
zu%s7Am-lIcwS=cM4F7v#_4H0Yp5`ztQYbBcEQ%PHzN#)Ocmy>>2oCjvpC?Rz`(jK{
zs-KWac0SrQ>r&$*p?FSEUV{xxtE+E+4*K0$8LgzJceLKDl0LAKP*C#0CCDF>#`-mP
z@~1$7Q!UE$nYkL5f}SC{YPnjUW%<ZnU-!a^V9%ukMjvg+k8;H95owHS1*<Gad)F`)
zejaHa=!fUd(1A^>FGuG&ZpI#u`z0e-eMv-}eGs$5lDFK$Dhb=fge?>Unw@l#quJow
zh?t8a@h5hYBPk%BR=hWv7&3wOJCESfX>%G_myjk_42SZ|zM2&7Ho50uuQ_G2D2Q?v
z9y`W$)dVg0y~vo@?P%c``$M*@{eG|=+gIG$jvQkK=sTpBwwohpMN(%Te!4Z%vlU%y
z7U5eGeJ8)2C9|)dH=Ywmdw#cNS1;+6Tld+NNs4loXnfyBmen_3I?_<CT5pOoVASOe
z`QRF31+^T1L*w0-To9DOJl(S%#^22}2*TR~AX&D`$i{}|{A|S-Oj(Ltl_SDAQ3W?e
zG*XFI$d^98cLh<mYDu6y;OoBOPWYx^t4a!0!$9XhJ|Lz3vQ7%zIdYAn*k>A7Op%MS
zf5ysWh-ASzrmif(>Sj1EsrzyNq>XAej$j+4cn=dPcSrlp2^IeW@D4qENHsJ5wY%Qt
z9OBUajj;EnH0OIexu`RG<L-yAqD~PT>}e3*wg#+%w}3#Y8K}=n(c3IzaO=X3F@g~W
zI5m~6%AuUEgX?m=DWr5&3EtVQ49bGb14O04R#W~XzD*ld>m(f&nBBdQT=akE6cH*q
zsn6W7TcTHw_J!n{1P3O&91U4n<sP(`n>L-xQ<EUZy#Yq$-!-wdQ+w>rVIldK=xrKY
zIj*1><DMK5iHTCf3{I%|7Ch@8#uw2LMhxDyV&u&1_arVx2LQex%YgyWtn+PIwQEvm
zOu_TJAM`(S8>NEZOn8}LU)c-N{P;X5c{eQW=D^}tZfEcG(1_(>f1)2|?>}#)rnx37
zs4=lEgJkid8RQUc0L#O@!Z(n1r#-+w1SsKoDd-IVqwK&Nlp{Il4exSVugBiPD78`R
zk0V`jzqfGx_niaTGE}sgQg=bw89rzAggn{Pg9#=|W=2^Wbj6*XEY|MNzR8we>wEkW
zxf+sW_Lgsrn}!r(1kmsIhTCx9N8x0-EvAeC|E)UyNjabBN91FYC<L@S`F?*zOHo1?
z^t&QFwL2$(Egi%}Vce2b*=ZkcsS4dBYbd*Q=6v)ya6;gg!7{8YDET4&!ZX@2PULeT
z4#P$_8#)YcM6TU5?wFpaXT!A2t|f+fp5@cj#T|v4@&AZaMESeXq57R)9Jts?uKDR-
z$I&O?Xb%Js4fu*gD-Z7cv%dU$eJ>Kne?z0d1G{O(`W<#7#1~;PvCbV|hI~mdP6&Y&
zX<SOArw4Ql#2x5De0ZP;n<S6tzTOvYVF^uIh@!Jk{2hOf6JlJc@ZAUB$t)ONHd0!&
z^Sp&T0xR`dDM}$R`#G$qZ1<QGVR(<o)4aNwGTFWTIdO((vk^9jNVJSW_`C0Q8*4`e
zHx&SdReGw;TqTN+>XMM($|uN__!Xe|RN-LT{HQ<C<S_4YdPSxh*Aj&#reW3@He3vp
zH|QMKW0DBJR!2e`j|+;_n-eua6D|`INH}K}j7x@BQPHAmnfwQP!&|YV51D)}nrStS
zv$d=Qb6vSsOAizh@JB!l4vP&rOVso9|4`EyhH3f1nYmo**y-tz%PFHvQY?gsT<k2~
z(RTFwf;X&n_NRDP$Rki;f!@_=5e|3hlQQuIQPR)Aq$~eoYWyw3>+yM;0pC5c?7aLV
zHca)(k%uk&a>))`HK_HL?eeKpk*ylP8s}QnL?Sp0K(m3r_fMmh8%hGc6*9FkYTDQS
zO(HQb7$U?m6U))EgB1&1%)0<Mv9}70!7y`%>cMy1bP0lv!8MGXgiPKXoWeOToFPXb
z(OiElY$2x=o)y<iSFe|w%ix(Andt(bPFN`o)a{M?O&BL_%V`a-he%<Rx4XW4Wa;(9
zgl7lAp+ig7iU>g#9gqD85#H?GNv-ajV*<&IcBb<2@3rBT8bZTj08Al~pN7vI%0tCG
zsAMB-C7IUifyQ*1JoNW$h=}UiYcTJbSUvbc=IP%rtqu!_oy4E}Qc!co(_Rt(ATt_p
zEUw~*5>8GO)kfU1+ZXdG<VGZQy31JIR%E578IFiiq&}7tpKQZXO8w?U2=-i&%}9<E
z^u!&`3-2EkUG$^i2j0|lMo;e|Bt4*Sfg|)_296L_1MAd(XnbLTOOi~O1FV?g_k{8%
zT(%r<;D1<C%S^s3V>&Kgi7!DfjR;R@f?itr_<nKm-0GnwbFs5)>$#q4kMGZ)Y87@k
zxW45J9~407zuuty>?n2~5E+iAo+-bcX%a0>^iqv0Qkk>eMws)3n#Hd-oN<ns^r3;a
zHhz+~5xPd5(<j|3Pgj3z_uxW!CZ)80T*RznS7$A2=G26M(Y3ncSsHVnp;49UA76!^
z0QTS~OSyZlRG%y?(1nPtp)vB>`Mn08+a!_Ut#vEGNB`_5?Wg17NZ}O&WXhS;6HK#0
zNq{jO?8p3}WiP#_c~AZ2l59n!F~5}++hSeiXhl=FSu<CX3k|7mBZS6NI#K1!e-3Z8
zjeh?zW9X3us~cfoX1<p$Oukig$SryGjg{bZh&9n5z45{vj?8|FH<v^3q2C-I-E&Ch
z-%)=7am~v$jn*&2BvslmX!7%#6Fh2X38*c=<^zD@9RJVe8v~u{gFF6W_$IMdj3EJ)
zXH=C6viojVx+QdGz*rob4~4_Qu@_~z$(4W(6ub?o9#S(|WbV|$_MG|NMXm0PqT=(t
zf64^NmEdL}qO+E^-<>lq)z5XGgmrYEE;^xY&BquLF%+j;#iCcR{|(ahiAf3@bFFp%
zO#Hyfw4Vh}yz`MFzR(Tf;6;ZX$*_B)q^!9&bbM{Ow8`_JOswKJj|3}>ufhu*%!p3i
z3t<P_q`~%X6c(Y*>vNaW^|KPMV^NZ(ktKfi2N-3Yg^jt4j7#$G4R|l+gmh0dIXh~9
zc#z=A=k&!`m`OZ%AqBPBf?@57>Op@09yFI1dT>t3e{k1iR(em4SdE%+;>K6pRX2Zn
z+Ua8k<v5*_=EOlCQ6p383>g)3$Ep9KbY}Dasv)h4{pFcH(nEWb3RAXt5@>&jnxW%s
zyjm?NC2H}nO;+`NA@f!N{C2Q&gBBVl02}3~pg(Y69GCYL>_QW|1M`W~jlhf%D8nn4
z6Y+69g{tvaqE13^rU2}}w3mIDiSd**Mu=5svL7|v-zCWll)NJSLhUUy5JW5`qW0(s
z2BTGUD-`(RW-MP^+6`m@F5#8R(U#9VHvd$P{0WoIlkuBx+GNd}oCtE_APySx;es_3
zkRr|F_m=1HDcpRTDa0~oQnCacY6iay|2G=kTM-7y^C=9qTMp9`u}U9?8Pt>z<zw01
zuqL~WY=+Jy-ynxZze`7@P0#%zU5IZ8_iHNhxvKKH=u2*7(5`lqP2%A^K~l_Pe<@uI
z-g@!HuTc$uGsqxuX5TzmV$LHfjL}MP%KSnzgM@~tAzpNGv40(7+xYv)x@c_om510c
za}P=_ufnTmk;SRAT|B*aG+vl+PgB1_6xDB>Z4%m8<<*xP1bdO4qzS9>^1XZn1A-yZ
zDBw+TF%Dr9g*%GDG0aZCQt2cD^_SRZ-*YlA#_9p1oqs)EM4M~FjPLMGN?LsxnIiR1
z_w|UexGs{f)OY!#-@p61)6^pMS(rRv#ZxGfeUp5$-h+&<y=MKK&4_EAyX=%*3AO~Y
z9?NcNW>KiD+^*0xYwftbvZ#m)986@SO`W%dQ5EiQ$9}Kb{q>lR5D9hB4sM?g$N_T=
zY&KSdd${(?Mi;ts>uYt)CWeZoXFBZk5pzjt3!@_RF8&M1_aC;q@{MouU6ZLGG)_NZ
zHWa*Q3`!tke5;+?UHauK!vZ1l{qV}U*gmboC@{cEqbevlKjkqZTsHQ2=Crvm{7TA~
zIA^Ia{v?Gu-sI}-3!oldzGe!t1Eo|usEtC+)(FmdX%G6S{cZRdR_A7~Ia;gVC&tgr
z|D{4y`vwKv2jLA8y30}Xl;^^sF}U~otJyn^bTjgrD+&D(&C}HfNh%x_&rG@dL@s2k
z-?jP5g<{d;?QeaDIh1F}G1BcYReaSYRdGoZ7~taH2ES_<KVhNG<(iRMA8~<@&$jq}
zjNZ;+Rn&NpElMK!QMyS|jqz7uWoXHSF)%`t6prs7Gvvlu4|lulvlwM2n1ny&ogId{
znB`!s;pQ3bFORDr38~navIM+tNh;11L11FME%V}BZ&mvl<cZ+-JKcwQ+GI-w*Izzm
z+PC#kInj_a680DzqGZjG*!tz|HN+F2&N~-5#3+ceo+-FjYlBiFLVy(G9L`gc70Nw8
zqv0EtMy2}ouNaqQa7ok@8SR3CzBI&rki1m!12}H6CPCHc@X%p}i+Ij6_sk-9?lELX
zFqKOYTlmlLoSYmUYD=FwIq3JenZNE}GXKn!7?@493oJfh%bn>c+6_}&(c~As$4>H(
zxuwQsC*m-U;v2cS0FVJMp#uglgCKI{liQ_@#~uU`jb`T*mua1XP7#JFWV)$#@@%_P
zO%8cNKYgOBn8&*AkGvWf>Du-Wa%-z*ap5!KOOQr1<P}*lE|ctuB>(m|EupZGsVC4H
z7L!WqNF;?ABbPd-YvpmVkA=b;y#=<fW}{}ekERx-34NJzkH>#wD(>~@PV6o9Zbil|
zyvYT}y-33_T>OZP>S`YsA@;Vp;4Bo**lXz|-%bqXEudF9@QAVEe<MVMSodX$M66v(
znrqmp;h;|d0*|>Uok!f|voqB@%-2Vf!f)>1NR_ZenN{jDXq_(_ccvd6o+L>KYzEIo
z@NWOTeuC6YwS%S#ELp%L0Mrt`@%PSA{K(KC0)H)FPJMlA+)9|8w1^t!#F>mO!nSzI
zSShzQb(#EFT<2#W(W?Hqmr&fOI#(BHK#9aWvoYQ0Ai32za$6#EajpdA2nRXX5$ei{
zx}RK7A4eXWel|ZpD#0A*O~z*US*hB^I`B%uHT`dIkDGB+%u}>zJXhQ0w;mkXcik0V
z*ZZME`wi8W&HgxOe6y>s2c?2^2n^E0Qk;Gm$k5=1{@6h<Pdum4A3Mp3@lWX*+y`2p
z>d~2pKKVm4oZdj1gLz)yH)3~3AE7xJ8%G+ytE&x35VL$66M;5(E4!Lo+y*%q3J>57
z8X3<i-r{_bZV<y9GaJWgN7m|fAnZ%kv-yHeD{pFxUS_wr{;>mn*p3r}wbVPIFk##d
zetxz`stIcBk~}{BQoeh$o&s9A9yfH6KHsV)(u77~aedS;3BFb9k|}#}n^*YtE4**+
zW~7UrOjgV7RWfoxqc!U-zA&M&j<(jg^fq$0W!)cYY??U8S1kg9mlL-iP}18$V%8X5
zuoi60nfgjGvp|e5(Kfp3<6joFvwgm7svf6(&>QZWy-OTjkeIsO;m7hMC(%l&d!v&4
zPL=wJv2dC&iudEA%W$LMr2;w-sQQYFcWSuHI?p|Dmf4KLJMSXfZtJoe5QvLQil3<B
zo<<gYk%$~Ku5dyT*0|g&KL`N*P;11XYmDfH|A0XcK6mQ#v-4rJ2xaPTSa0b`#Cr5E
zp7D&miL>5U!#CLIoBJvNJ^KhawccVn4Q_a3ArWOO9BI9!jv;_cYg}5G1ak)=RxZmt
zPj=#wAny1sYx{9bL`JThSyP7&s7+uK;63T`ez6_wGEHY{cu@3rH`wt_jI#u)b~p)O
z*5Q+xOu^|mKHr7SEeu;{?Vg@Tu{hloQkK*G-ob872F?3!a5rZ%w77`3H!V$;7^_oc
zYLpuT8rOXrg}M=Kd2@o{@|C)JdV;S9u97Q-W}yS92_wkbq0NPUX_Sg1NRTs!CvjGF
zd}7thk<pfwWG$E-Q<O0ISx<f`ipwOH-Mf~2&z#L^+fI;Z&lHu{R`ZeYRwO#k@rxXS
zBe*2`?&8AX50JzNi;5DMAp;ih5x};B$fEo)8K+H^3?m!i(tkC?XeBP(gO{5gPmQy#
zl97_M@G>SD++kP$?|Q#NLc42vb+&noRoj-*(M)=Ro1A%f%iMqE?fE^c*g@4s*`BJH
zc%-RR64K&%?1tYUj0FHA4?j{-E6)#q2dZPN+}|-E1}<s79pf)MvPQnRIbRfzWc$|X
z6O_*r_d()haMcwiY_~kP303di56?9OnG@R@Bp4wEKsqCJZd(0)qiO3U$3(!dE+kvV
zSMLzJf(%@bY&Xrd-ARx+ic=@!GCb))0vvlDA@$bpnaVr9_j~c6Fe`WD(|0>uzwI}7
zso7);(gx^^@XJ>ln#iM4?pG98y=8h=@sgAHjJyU+BP3u`+5_ln_;ZWmL)Z*76sgVK
zWnq<69L-KvN(xbSsg=k(IMY7L!5yfzBH3>h4oj~yS1VdSfAbcn$(TDB*myy>ar6Gv
zn%ynL^Pg9rWD_N^x&2+7{nOC0Fi}SX-G!2oKO4XBH`hb-g0~|$@2-!aAHFuBl=s=^
znDE6|HT`Rnb8V3#xVr2s#~6dBq63xxXX}XH`ym_37YVI$J_amax-{`6Oqg(r&reX$
z_!<qVSZ2RGgIoFin`xjE1kqT@$Ul2qGvtfjMfwo_1k=@vo%35#cR$daj+a%E3n~aj
zDV%(m98*Ajjf&-yy6<e&;QG!b=()-T53}w)Q*vA|^;D(L7+X1JxdKs<h>8XZCH4Y}
zC5x_EXPWSS6;-2D`0Uh+dKo5qdV0XGzzLRsC^t7cMYkbkfQXfbPgWa1KGsmS(`V%C
zI{N(6qu+UchYW$N)B881rN0l-#&FQ7KtC9yWbiZ0pQm>9c`t_M=<<%#=0Hn(=G=u(
z%z1t+FS$H=1o@)walZ;tdhFJ{akuh)yZ0vLpJ^u?ui`K7*_A{t?=!gM&=i9hU>dy;
zgGZ>iV2{64XD7-^8xnM-F*SeW@jFvNC2GRgvhwo278jElw8FHuqo_}}9P#|*&AP)H
z<)V9ge4w!p9qGLc{8Z2$c}0lQCv2H{@F)A$-jEWVq(D;&{gYLH3C(H0E6B%RRLq({
zl&j0TyZ)J0<pM0yN<-(N{Zy5#exJLIWvG3>=n#79b9nF=$8ORnd|1U*ZaJvu|89{J
z(iV-71~RGKUUSWS#YI|NYz^8d6(wgkZX<BzwPL)-I_+9pAEgfhq78gA9V0pwsI|<M
zB>=Cy<@>L=xPh|}gh9|sR|Na;;$o;ztN8OLUBQTDs*X9i2f8KL`TrrK;$jde;-~|~
z*A#X9CmgI8HsOmZI0>GG>|yg6nTlvI>KS+TRcGil{j65o=JJ!dI$xc)_>4tSoQ-bu
z{Aqh3iNUg3HKwHYa<IcIm_c%>%-P_fn>RgeV8*g6(ix~Hi0H|LK{a!8$A0ubD-Qj1
zvjr(oJ+Yyt-K+bZTdBP<vke>ZZheO>$@bOXTeZ1gEqlwr$zx#8V0m0RC&gD{85ZD$
z+7z66(+yPp7I`!1AOZRUv94btKG?++!vTbRva}8016z@ds|pX{|2!!AwI2{J{UPYe
zuemL3F`+MR-=P_BtJD(x^FRD$d+LWOYUadc>{n>wEWsRAg@BG}8yi6XZR1S>e=lG=
z5CxU3?oq5mcM#MOzys%Ar6Jv51o<*Zhs=C6qi;uqJqMvGjOc)?h35=m_v;s++)y<E
zvnp<KT@M5aW^8?NqPCNF`~JW}@SJC;03TBjesI2+VY7w6P^4@8bGOg(g9pDWxFbF5
z*3%HrI+r}nKk!ZHbP88T5LVvk6uTt3cBx&GHRJa$AIGYvtAjso8E6dzt=TtnsRzec
zR|pdIR)I-c`Ao0tYZHCRu-z9$5+@5mq7_YFF8T!>%+YGrMMnCW=Wl)CC(bk*5B6X9
zb^%%xLXe$<9$*t1B_s=G*O42BdyGqSc6mO{=IBN+AqRqa312`~KC{1!C+U-M=~ppL
z#N>fY?%+<g`x-irXD>tK3=K)*;%U2z$pZp(o1A3%R}W|Z95VHnAY%<M{rbRU(HXUL
z<J_A9fz>h}=ECwzk|g+o*gbg*p(5S$1&_Ar=RnH)@tzd963kH9erEyQZwd;J*a)Dx
ziKR&Jr_Qf62>!R?ojYuO)!L_=WFx>l_e!)~Y0BNJh{-#a5)1a#Mo=;D^v&MMj{q(Z
zinWDvhwdG7R|BQ}q(t2DF;`cAK7;xLB7f1&C_{GT3O+`Yf!vDc6=*D%=D0I^gQwB5
zJ?UdkD2d?K*5~OdtNJB+EoK&}cFb<k{usZc(vrGfY;q5u+8>%w)l?Ws*<$-719J$=
zAUHMCguf^6D=^ir@{)0GazP5LxyE&G{hI^Ym1%^`ICI{m!8PfZbWyN^KnNU(-9m{P
zv{2qM&3PNo^h-tz2C@dx2M!TaRbOmH)Hlp<0Sn}cH>kNd&kLrj&Cc3<S)`g`ALzXf
zU1Weyz<DV)n3wNxygpvJXgU6zf?wciU`|i$_S9_&9l9GLB9Wf;Ciq{^4+X|r>d?K=
zD%9ckoumMX#tSvuspkwa9B?oqw@y}0j$BVKpuhmK94DXGNR6=oq$;EjNLZn=p;Iw>
zA)D_<(Sq40ZCVpA(l6NzVS}wu;{p<|Z&lAgvj<&Q2+^XV9mMwB>4VXvLuIRTO<B)Q
z1MSBbT^Nm&x-tlsHE>!qfXWOS@7+Ng5gcY=)sbs*3)vhrTu%xnd(INLdfT-Y(rIfz
zzdhGmlV89MzlDAm=|CT0()`=umCYV;4W_Vv7FW}gTE}Qcv4MoaOYNKk1FG)FaXi)a
z6^1b@E04_Yj`D3(ZCleDS)wG)S65??`Mj{lr_0@J&aY3EZu#k-%s351)qU-=F-omZ
zK>C<5%lT6`go@-P_&oS~;(R@QC+)@E57?}MP7egxop%>tp$xj6@gjg#<f-w?5s1ie
zr$OPjt1`)g>6t|%nTg!-oD6|R^l3ctWapbe%%xwlJ2}pv@*<)8Oxnu~T?(qhRJ;CO
z$%H%k!2d%uJIeC9*MAp$F4oN&%JPRC|CVN}$N?Xy_L6W|?11_bj-Iy=5qXz3g?v<o
zdQy6YHF@W#0^om#u>S%+EuhlIfQ`+|gm}{p-=-Kehc{nNUO1XOzUbd>Io9SD+&&hs
zz>Hhtgq0q_Gu=1q4##Os6~=x}+HizRn!Qn#A5ARbrB8rsfnydpJqWif?N;~(f9Ep<
zsO-_TkXJ#p2;@}a=IM?a!7HY^%sBOOwv%?Q0j9WZX$f*Akl-4Z#soG`Nj}7%sm`=w
zoVfoplaCC6CRf=kxVMA-OAx)`-hzjDNHXJB&fIk{Uy^VW`kJ8M20<wLDp_PWI40SO
zzyxEt>3tBR9_9@ho)RVK*x)$f`Un6;PtjEW!PwHkReRuC5SBrL@nOyTBu#kV9@RN(
zbd>Dd*7M;~9`}zbIU!bdawU+D*V<MxL%SVduCk6YlrYFu5LoUQdm9}J@aZP>%r{v^
z9S4`S^%AMkueaS59Qy~8MshR#9UV!)ix~>+r-TUbfdV^p^wS%&x^yal=RtS?U3+z!
zufnD^-^YE-T3k~pkcTn{ErY}dz_A2259D(jo-ij^p6NK*q4Gf!w<TZ#r<pYAJw8sf
z&;D8J7OOB=QYyd6c7WYZa=>kAc8OF_cgYmH)+Ow3i;7@(kU3P-UI&`)zyl>+h0`AY
z6ENWVT$tWMyB;`*-6p0f_}X6NlGp;BJa)Z*{D*B22ft7o**1;bpi+@89Q2wI%|Qo1
zS0R!e>M-^U4LCv~uP`W1SaE5;*i1=Ex6-}B(e;~;Y2%fM>DI?2EW@Vm4il!pu0Yr`
zYFv|{Q)%z)?5vu+=rt$~Te&L`LPF7HguE!hq_h-NK-dXf%-kWsB}|SywU6nPd#sbe
z449yDCM5~pE!nL;t6oA?fW*+%1{FUEKHD<X<QosbSQUk9kwc#w#w=JciFj3s%%(_(
zMYtBE^2ARpG7+{%UOn%;X{$vAA%~Huc;s=e68u6S2H-<jBM{y!#C@0AMlZ%GgSs3V
zwrt-r>ed5T;mAzEqXf!kMQV2|BON;PU!#s<KsnaE>Hvj6=lRIC>{ig}UQYbFA0nu~
zA6mD<VsCVZ<tNLtYcDUioGg5IuIiurUA^s(65_WQz?Cu7olEW~{^wtPq0GseO3y-8
z>JrvAFM8U}UBI;iANUQ}R_D5)K=KP930f5mWw=dgG<??S^=<6$^)RbN(OyXC+H7}I
zNKpEac;Pl01llJLhz*j@SG<|5nwpx_2c7pzE(n^+oRx2PUaN=$Zh?k0=;M{ITxeQr
z(pkItpuO_3gIW2kN@JD(sgTw!dhLNK{@czR@R}<P7rH#wj%~gEK4z|QMzUn0ud09j
z_KhU>%Q$BIDCfJaKJx*HC=}(waGiag0XFTqJ>sPHJ!C7R^^LOWl+IP5zWsV1GvwlJ
zp`R>ApqX?*1wVzDG@(i6T{~2%m{tGK498<N?WWqHL~8k&VvHW)^G(B|0^&xB=kc5F
zWSa~Z{#3kWFy&l&`=H4Eg^|u{d52p<&>`!y!ig|=p$EP}wufiy$}Pl)56J?&zg2Gn
zQm!jQp@Z$CguSGwC@46xwUnS(s##_y0YVLABwE%T!mx0lI0AHl?pL<ckT7NDHyPuH
z7RdDJQWqoVz98-$k@H6)Ok0B(wfn`~E5^)E@Cp^Vi)Z#~&Ef<ycup@R@F3c*Fd7mv
zdZDYB7GYCEf(%IZ5d|E`6CX(s&3*DOwr6zra_SXwybE}H3k@;hQ_sLl_dqj1Lbl4W
z3Y=cOWuSVGHiVw*%@~YK9T!z!jVZHX;lYN1U`E??^DGV5GagXbg(afaCFoQ#4AM=@
zkuY-(`p>6EVwcww>}?9-Qb305Uu5iNLDV6p={jMV(Xudw!}CkGA(!7*)+L3M$f7-9
zE!s`5ba89TVlwK5b9^JOvd&s#kb;4&9j9yc_!G<_1R_-ypyOhd5fcX`Jm<qqp}$`^
z3`$qXz<E4hg~`=kcIK0XZ|Do?>CGN+TuzM*>`|e9a-ZwMZ_=JpI7}gSIao@oa2Vj`
zr0c#ohLVbEknffaa1@}MRnY;36y$e!`qJ+3X&%h!1>emmzZfT`byrfcYcSha2>AW)
zcuE!jP9BB+S4ho%?<-2<)^6gY@&Fbt`81pSvo*RSlif`=c&UehRff`m;CDX5+>%qx
zyn)bU)%C&uA*~-5RPf5B!sx0g$h0*|OJAk+SJJ9qWDDB$%@Tj}M$+#_tt&tMybjSV
z$%K@YP2Tv(z~&^t%{p|@rvoLfd@dZ8fqOnZF}#$l;g%Fsn`SNB);n;YBfG9lnRCd1
zD@%hL>X_&7@7_h6(4?#)n(*ErZrBjn6Atsbn-Ky=1XQd}?Yjh7qr}m)$%#BPCx5#q
z{gD*tTQui3VrpD62h#z49*p>y0q)F$6Ds58bSkhnfn@}5#c0FPE0tLZX)1EURpb0Z
zdIa>on6meO({Tmm3C9z!4rNm7SENca*{3xO)Bd)PJ8};PEm|%jos*T2J~%G;+1RVq
z)ovl-7q5<mem(vI%f&DAPQK2!DstF0Jm;ZR>{qupwdGLZdE-no;m_64L0q`?DqlcO
z-f7;wzkREC+<=7h9)69T^;qg_ci+2hcJnfKUS5C-lrvk4V43n8Ot6sq^VR@s21QVp
zSD;NLBb<bT`u$7=w{)q4zai2^)dnWC-5LA&lUhu3KA?&J4^Y**C3=871n2g;?_=ME
zzdXk*_-mH%79-))M<RFTc<<2gzNhV|=Te8WM#AJ#VN%!)T2cQ)2ewEA9uu;ee2rCe
z#;G-oLM-F15G-+$x%%6T_!hyNjPjei*DULI$gH(f($)v&sLC(h*1Zr=v~Del%m}J|
zP_$VuO0JY%0B3lxsYh^%04U~YcvxG-t&POmgJtDp0UwTb?|F@7j9`y?ty@3?BD8Bp
z%Ks|$5{sB-2Z++*1&G-WHiof(rqr>8hM)N2@m-}v<EERf8OJ}8LlXUNi*@>;tVb{1
z%{=U7746qtY1d`_LP0P?W7{a0gSn@@ua7);5ai$@85+|!nnml2i(y?~Jqt9I?6@K(
zZUu|&4?FlCv$WN+)8JC~sJ6W|jf)fxti36Kb2^|!|4Z6@OEN}LhYqUG9GBjWZ2~ic
zM}ledLj>gXBR^Ls?4}9A3skq}^I3uqhG_QE^lMpQN0^FTZWj=er)~A0A|%91&&gRL
zr~(brrAtQJ%z%(U*aDT~dQ__2yOGCRrsnh}?WQfo#X!G#?c?`ef%X~`gHOh-zU_I$
zrdJGyuuU)a`}?R|&6=$R4X>egvloPGm*Q}>xc{Ub%Kgs3@?l8+P@8INEmdwn1&Lx?
zjF>HY?sAJ~@5tEi>f@JZwL6;f;TOu2qfG7D%w)~n(SVu)@uL+d^YGPy0UKZ6REHAS
zlrWFts#&%b<Mvb})a6|YP+`c)Jp&e}WuA$Jf#GO;U&40Oh}5lFD%t>(qy(9PVRd<V
zIX=74>zuy&OJNC#(QEJFlmPbVSaoY8wous2!blziXBjM7+{w!u-5FoBt%;gK|67B*
z13d*NNlHebGYl#KNDFi-vs;fdGztbE^#TU~OWl-i3g#h3VrnsmxCfXkfIDEa56BcJ
z3$-zHJCh#p6GGFi?SVMU#8DCP=C`d~hJe$Ve`eVHw46k(9+<qif%=yV+#vw|HnVc%
zK?MsT9)OksGl@Qs*_a^@=SamgmE>4+kso_SLQ6(?<GVORJwGRgjhpmnc(wHUeKGwk
z9=&hcN|7JvCrqbu0p_FcoWBC?XihIUu?NISa>BCDNQ@P9f}olbQh?J45K`d`s1Du2
zP5=ldAu|Fu5iCDA&$D!X0bw~#8S4KwM(E~HTSQgJU1Y%S0RPn1oLOC<Dt+P|Kc;*P
zF&1mqv$b28NgeL9yH#MrD}Or5=RUA}#3^?MEptrd9y-nr`>}lm(o?zDJR{$L4i+4J
z7a-=%-@U%<7cl3ey`r0-p#Z{~_hi+;bs6$+Qxd#grBAWD^rm3fWjJhE?PB?1Pmng+
z6ZzU8=M|i!=kh-#L_HFhkpb}pgTTuA2axdVuMV8@zw)hoPzi_W1Zp<h-kpa(gpJnU
zTK#rsCT`$oXM0s4%GQzKn>-u2-eD;ui}KJ1^^6Rsx0x#UEAaJ(CIghsO{mCqV^mAX
zVUy{UIh?Ur^CCpRaUM8d;_>$9*N7F7Hw6^xG%ud=NcpW&`zCW&^0{q_OJr)YPQyX+
zV&<P`xb%!}ELivVN3REgkTKdvx|IuoY4xC*^4|455gm>1WiG$v$2e$T4Zi6RbK&~$
z^K3>6rGDY-6{&F^j|5%Fuvq<-T86Vj#N-{zd@p&BCfIqQ|3lSxM^pXB|6g0#BO|LM
zscbSYDkLGP>`h4azV;pwLiUPE)6U*IT{C55lTp{6*Zw}Q&+mKA_jiteI-SJ(zTVH*
z^Z8g$IT&Q~>hp$pNE=xMdS=y<DNSvkq%g`##1H_?l6wANs(*oNP}C0z7RJj@zuZVU
z125}_xh{Pu$l(+?Hwi7~on;?Wtu@qpQ^W1oeZ$!I&e_#U;n?SIBegygX}nrX^yLFg
zx4BwUA1uV!u5^J8=BnWhl2f>6Jp*PNR-_MotXjp|H&+rOmDc{q=XrBYWcW;JFMJF-
zdVI*OtSpv#?%q{;qQDvFdAa=5Igm#7T*Yp@@bR@;M>0fgYnpcg*ulYs<a5-od)Uv&
zVHB=C^|R8EH!QaP+4a~d{6-4On;stN0JBs_wWSJy6eP#dd8K#Gc}x?Q<e{6PSVF@H
zztNpHzUx+X(9UV!?($;@yEyr79@mV6uQw3DKAI<Fpc2c=tJZK~qr&PcH;S`owg)R+
zTRVJ5@<Ua%ZM!CX4b2#1nr`2+TeEtwwzd|j0-AZ4_O6_Y*r~&?f5yYt8X69^(&(*<
z`3}sTh*rJ-G8lNyf2+MH4O)}Wzv}VQ+xUt&MJ9LQoq{o7R-%?oBJS=5_Sj2__tx=+
z8RP{SPoa4Y7lpCIR1&A6uRD9zU3Fe<<%F_3)h-u9**&Ik)QOQ1jP4tIKH1V09*A8e
z6)-4Dszt*@z-vwA^PDAbneue`VxktSu+}Rl8-(+bHl07AdyB@OaPnjj&q(}pKh8@3
z?8IhbhlcHMn}74Z+eGHrKDC9GzCUwRrz-6kNdmevfh*C+5U)fOTWZGw9)2Ijq2b}-
zAjuk+P!%zAApoum4DSF0$e#?N8mRrho|QRdfe~cVZ?H9dRRZ;Us75P8`h3TG|07#a
z4@1SMFO5zl?^UE%gwDjO9JCBpKSPDBwejh6*g66+)yV4}7Xuk3Qr!%$C8FLF>+6H%
znm<_{{tK8O3L8$%icxpCS*2uy{i}9)j%SO7RXygijlJHqxjzxD{rltMm}3w1ojYMy
zy_4Z`(4qZ12(neTQg|~|E=}d;U#;EAb?Oqcg+h}#I6|)0oG!r8bW-WZ+OlphJ8Y1A
zbu{Q5Ae-{Qy?HFdAm(DFI}J+uvFAVtI`muEHFfR%PTxI8h?kWL8{&Iq!anZ*D{<FG
zKN)Wy?@e0EwG-m`afqieAPPM@=*>2rR^6+s<S(;)gKwDD&FwQ8zIss0CrOGA!#Sw^
zdl#VTt8TN84>~z+Q*s*h4G(l<dR#|cxtelDfZpkEk^~5a9p|5(ZE)JtdW_*)x}HLM
zJ45SWBgTiE<De|c5$z_O^DqavAi`URW59&$*%zRY^{@3s$XjIl1yWUao|o4NIwj1l
zgTO-8zodjuOdfAM|7gUv++qGnXh~g7*ABbGRG|5LahAf%e^bI(Jg(r7-MgBaiqwRC
zZoXMf0p0C+)@GKL#7P!So5(Denm+PsR@?W?>1vvqbDSGy{{>`#;Oa4phyySqI=sX!
zf|bR12pD%K69;SBSCO*8`p3&cWBzZ?tkOqKAzuGpUvD9xKx%$<+Ad(7*>5KD#lbyz
zFN2er1kb9mcq|Ld9Lt|u%C?(%I`W_GQ&d-hJI_?~W6M`I*3a&J?pl6Ihg}&l$(f1G
z7=HGaopl<xkA7mtpMpXd?&|U>gl^#w5HBO*uAe_e0?g+s)xG%)tgEI>pg(dz!3PLr
zJA47*Qejg%(rQ~5?BTObZF#<@cEL~psFihGEQ(Wn=62$4)t*)l+m*X?m)}H$aB)#z
zXe12AV^P&(Eow3mM6s>?jv5jc^BdVdI~rieP-xf4)F38c65mOCfj;g5yY<`t)-1}z
zf$qOYZ{|JoKGjIQ$gBCRbXcFQE+R92F3a0ScE+PurdRT0^WEr6<!xfkq;tHHGmYhq
za~YIfiMC9{4R_alIr6N*hHuo!phy#I2R?21BE2{@B<n_1e}W=nVShn3wXLl>Enis2
z8szx9TSExxvp&uB*Y)UswE)ERE+3+ut(H?8U<NJy98h6UN+;miPRJE!K#zO&>#pw_
zUb{bg_U!5WGyglEc+t?87-_!XO-3UJG(mU{;7xjWpzw`(CPT`}-TtSdKn>MzJS7nK
z_20S5HhX97#d9c6pEAd=hzy3Z8)^XS1i{NZg9g+o_{EvITpms+Z!Vpj%{pIOo=Mi5
zGR<JuXMvXh<SNsRm#l)LcN3@AKR>cL;=Oy4+W7=j!Z_K573r2e0@@8inzg_}WRUu#
z)6&PRdJE+adY?ZO$+LS0DwyNnxJz^Z2kykt-Jz*Jc*>kzKg(k;{aE@9-+_=~>%=-e
zx3G{XIV0O>@N9U*RnD1*A%DNV*en$;kQE5;bX{FJ8Xjf>*o`SHB|UvM=J&B3AkM&;
z;~L{q8(jv#1&E#jW)gRIjh3|Bw-?y>bTy_hp$l6j%_Xi<<LHNEw`<o|S6gFa#0FQN
z6vSoM@Wk#St>UGx4>yiwQ&spLxXa!QHzfspbVyJ~)_`6SIl~#r3D^vPC=t0K>Gs!W
zRj9fgemmhet{!js)gFY&_>8jkxwO6g!93>uB~Y4bXsuC|F8n(2voNxj^@~yXGm#M=
zzebYfl~lT`pBY-_GvlnQ-Gm|x*U@_tc)YF8=^}DTA&dZ8Zk3SH3#5)4f0X&VVEtA;
z&v#*%nW4c02aSa;h&!#iphJe>pd1b27O<Zf*YA=}>?Y>Z^*e5tGaXM!0yGz3z)xa0
z)c>pu25$($0GS7%cCl0~)N{_vpc^`My>TUUo>Mf?)Fe@uY%`=nIBqR!Oo%tR4{R%y
z2qim|j<BW-r3&3jvT&8keAHI=K57TX@0<q#7P`T@osnTI4Zir|a$121ynf<JCNN=~
zcr9PX?pfLE?+)SaqaI%#iFl@~9&82Eu?^0M*zPiI|21k}f!1IVKBQ|&sJ5Y4v>a+=
zj!AvD+@DRxiym-(u<~a<d~JQ6(Iaqx@;PLmBV-tH@f8<HpNgduFh2#nF}?dXs1azr
zvclo7>wP~rAR&DS904#OIVuTUx5Btefmjrqd~od&jRziRC5N20W9SPe;{Mnhl*`1-
zy#-eS<l`*6o9Yhsbr~tg!wBzrUjP9TOE@H_w}6Q*xbHjs*}phcS6)X{{v9Q8>U2FT
z{dHpDDk(n5vEX;rTv%}WwWm@#4q&5)hd|Fa91Tr6^H<GZ8<<a)f8RlXZ!i|!F>6EX
z5jepLvD;u9yJ#;AS1xd#Cie|Nus<7FH;QM=7U&`MtEToz%^;}9;o`#LcnKzAP+$UB
zvUw#+14252xs+>3E9Gbdfvdd9s^{;No@b5Jf--O{xzk$=e1+C$ilrW)dVv)*CPT<r
z*(2FO;5)V1uzH}QqjMAf1i211<6#_kP$$|{)8R^9Ln15}SMX&Xb*=iX;I-195oka;
z%TM6WqXb;&$xLUG7^et~B?J8H4zSg=M)Y_mPLs+$m_~eA?7yhB?@=9|PY{R+_ZrmG
zK~V}|nBh#_qMia1n#x8MBv631iPIPk-Mfd=Ef(~Oq(LT~n{axd%7FfQk;p41Hu%bS
zEM}GU_ls9S7JJ{8H?e=pWggtmq-FTrIK~Ci>|CDPNfyVKN%28Ro4ZmZHVFq>Z2%t5
zMP*tAjaIr+H=nKY?>C)VEvYm2vnP+ng0VkY+%IwOmLKMqmlaN)DZ%ER4k;1u#g9g}
z!{^F>ms7MXo|}!#t$h2%<1(lm%Jf3>tbG>f((`*1#w;?7?}3@3ucY=DN9`G;Ig(g8
zo;buwHz@~>V~?&bYm}u4ksI)aVWu}VHQ}5<0FH7zOpA;@Y#q#tr3kNF@IlRSe&JFE
z=wkQQR#a`2$}2no$2qfmsbo&#xnT5xqMD<ZPZ_cCrF6E?Ub4AuJUXPiuVLF^clOW>
zpYcAWKs4?k`3dL5-!L0UwHZOpURi0~rPLZcDytK073aw6P%R5Zw`(exLhOYQgwuaz
zC0L}$1i@{X>6+=I(<CP!+1T4Tf-h^py8<2-zz;q4gp={Fb78{I;lN44TR@<JnV!M%
zwXNwZ*CoV3dGxeyje5sDR95)fPf3EtHk-*^ny`y-{_KejhmyNfAJG%V%!2qHT8G$4
zt0@$kV}H22(UCymqT}4o&$KZi-Yd+DY-quYIAtExvnxj{V{OgG^olTW9qs~!-@Rhk
zA_(&}=)S>tz!QnIhwo;D@`gGQKw_09;hJ>0)hY^clb-0XXS4jxt6r0Xon-)l2zvB-
zH!G+9d9sV&Lrk@`eOc-fB>yk}fjzn1J+*jfIhGa^u85P@4!P|Wd<FN{X!+hkXBS9w
zEPpLM0U5}>cNgG(u3km{XjGF+(O)R7628SW9n*57cKQ?B%a3%pLn1*0N_(|Ao$gi^
zS*I)WdMsS_ck1vq$*8n6zzw);wE$>ec(ouHuY%1_9xPPzg9#THwUU-Bo=5|1sa-nN
zTgbJ8TVB3m%O)+%tT^J$<_(`C6PLFuhV7HSC&~tLe9e+KmP+{SN_fF<d@SN#+*CeT
z?9yJ+JG{nEiVvCyhy$q@4ZT1r(NDCJ#+;u*fynl+#QEY~G<W%LQiA9NeBH|MLah9F
zOmCrFZ&NeQjy)>6{ku&;L-fH4I!pS-jZiQkydj2A0$8gu#Jh1v0~kK1ad$Rjf0UZ~
zh#)6I+fL;|zKVgMg>)lRl|jq`m4_4?K<<hfs4J~S5=A_bl`a(=I|f>d=tw`vi@{VA
zfT_}R%{RLc+Dm@=Ql_%9%J;hcdYo}L0U!QsJ|*BVZUAn+O0%iiNq^c^-|30C+EX*m
zHt+(&qMr;&9QML%#O{yD5V24=$oy7(n6O^I@SddHIn)&F62Sl;u3}4<3Ixe>Fj5U7
z4H=DS0}|c^6%G0o=lsXlV6=zh)0rd;N4AZ`X01g-rAEdwU2G-&uZjBpmKS&#03+r2
zYBw5YH;Swd>_3sdLk;P20Sj4pjYE{tMq@;X4yyICV7pq6gVs;6%Z!1#Z*ajbx2V<q
zwIZ!dq_dcyAZspMNvAldVS}m*s0(x!fC7U)h&7xs29_EW@JN*CmP3d@3Gb4+=eK{H
zY3`LvE@Hvj1}U>a7(uvRKR#}rZVC6iT9{`ov0A$c&fCcw^VR&w-r3C^vvB^tba`C^
zJvmjKB(CSH3g)X6TdI(L0KF_l1m=rEYAWNt)kqsKHIVw~vt2BoVqGQAQOfLd=&e4(
zH?*W6n^SOXg1cU<sQ_Zin+m6y*d94>thKlQci?wqLg%d_RQvb)M8L$dJ4_TL3exV3
z{$5^bR+#<z*gJ28`Zh+XM(e4z%IDt=SVPzjJ1)dxeqkX8vmcLllypU0_6<fAkXF7W
zKg+X#7{S+QIfd9JcY-o>J5XzhY`C#urr$y*j+dX^R9|wtgy)eld>&r_aoBNGis~iX
zHBGcB4m6_##~ZG*Q>Q$-y=0bC(*JZ#*Q$y?$PY?wl>vK-v`A{#O-nH0!Hw23HU=h?
z@C8pmW#m2Ls|un{6{k(n1c=uWjh_WnXA^dB2wiiZ7d7xOItxcYv40e(HkQ(kP}6T7
zFNFq(f+cMa6peRo*xoU3F0|0~5i?{Zfb!z6Ue2(Srn;8MWo?qI=WoE$7p08tkRE)m
z^5>(OC!VZthsNPx)K0W38}3IP3?MWzdxXXAX0;lI+oT`Y;|Da<`LZY9ZznDv6N1wK
z=WFt;HZOw^fcpsG(m@ZX61K||NgT<7>}_do#%ByW$mFPB#nE#?!UDAGI&Hsc*U4Xy
zF!H{A_z2-;*Mx2=Z@wBC1UwJePzs0O14@>-u4B+Lt}Z%7s6Tf%@RBA$_%*{NHkE>X
z9j$*&&Z*iii@5Vi=w#pW-4bt&=Nd6Ol&CSY;yQ35pk~UBgY#Le!<sgP{vNQfumF`B
z0F=^^Kevl4bdfWr#cvYN<T`jy(AT?cnRbba?Y2v$TTi+z6S}JDYixn@F8U4u^u{1>
z@hpzF(WNFd`dyAK3qR8U{a2VNc|-#!gNEGvR#F#1_}fbugKJ7DBI@CO={1Pw`ta#H
z(WLi%SFs}ls#%xao+%lDF|xS%$58gOQ6OCq%b;_k<EYwu9#`uTlI4xfTkW1QFB~CQ
ze@p|i8eqItB8MJpDnfrSx(YrpNQ>~A`GRv{K~;y5FvOG;yqjt74Ld<~mtCy&=K?7J
zrVw`H*jvmU#7EoPD4|thT6vN7Q^XTzw`oB2fj5VLYJ_Scbk?GusphX9=V#}a{#^Te
z-lZd<OoSE{n8o7hM9lHuJ1>wjMG~+}i>MoUuO)5w7~}|O%Y7>JsD=JMW6jM24b5{9
z0hxHOFeK%970l0~-GMy#?gN?3=inygQf|&}m^V9|k()UBsowbL0{+@qrjvotIsM`<
zU2cYcwg^EXAv|<RrA?Jl;hP6M8T}M)8uV4@B*|<G9B&n7od!cQ1TYPJ4V1i(t5Sk%
zo`OxuM=U0W^r~BlT+jX45o;j&;r8|ry28T1F45mSCtdR9GyqS?>~8S|v5bcO9y-UP
ze#;=X50#a(IxGUi#xr{*Xo{E6f`R(Agcr0DE#Xw)^;t<0R7>!mG!AMiceYN0W(I{3
z=yNdw`xLTRa9{eUMWWx?@o)K3<U4lAqZqdb9U|Y=rn}q;pwb}d^)O`Y_<cppwp%@s
zpfvv%N617Q)4?HpzNhy)hXx_)7O5ibMbhAP@*^R<W%u;SElo|g5i=M!9^`8!|5;`@
z8+s$L7VNF?1BHeXK?=j<E&vtTx~ZQfGVfnX@8)+RFm5Oe@jyC=%N`$HDb^ir<Bq4D
z@U&nkx1-`yCh%H#XTZNX337B${B$@8%E`s@L_*u1WBog_rZcSRY(RQ9x4$nCSgPD`
zbwHbAR-A<e6e_6|S;U4qlKwS}5zZOf^#xMX!}Uy1fVaA9&&-#60S~0^<v<+Pgu9@0
z=JgorT~9hSAa-%BDm)!EuqnWNZHf4n;DazI;N&e#-*ln-f$4G+NgC8xvCw8#oMS-_
zf+~26mfZzhhDvx@Q%4U|BFh9HEl<V&%_<sifGML7;2YPP@xUg-(-<ot_ErMmR+3Yq
zSIn^WR++H*$y#v!vm9x#qRp$8Q+vgNSRTvNL9DjpL4qbybfCFEEih^BVk82hp6)#x
zPSSL`rO}c&N{iC4Cci0=UN#wBV<1Q1@?i(Uh=fx$MXUp}QWhmBVH|<%w41E~Fw6_T
z*p~hBhw!*Ad8y-h_47g*(TZtKhdarRvt;em+Ftg<K+Hlk26~P-rb;hAtA|XB{zde5
zPd<bL%sGRe1rgv?Co8(@E(xSwz7~t4xJrBo^p?Pt<ZIyt^cF&gKJfLjG#2D4oQEZa
z$1I0k<D<gkd^cug1xv*?ak*FPTVYUO<@XNju1q_`-3>ZWcX#?~Ia7N(qk|7V7dG0X
zqA&dOjYS~+KMR2+T*^>iLC%P-&prhX`$VIaq?lqFmS&Zd(M4cp0G0+TCU%P&E2+2i
z%|wIzi=!QrDN~MxL*1+$lZ}nE5wh<T$aY$Bdi!jOPEO*5z_>qcp7ddu9rc|Qhf(;d
zT##5x<<J&fuk)<k`^SbF$&&c<$OS5l9w#NfRZ_($6~+y07>n*T$ldJJvniiN<L;U)
z^kmvN<Ei8ZH254@P!mplrs}yB5b%`X@x;S>Ehj!B?ityS0E+ggFJZF<Qw?ZdK`7^`
zN3RI0ZzxjEz|07qoc73j?@Dah1ujK$!mtTLbs+PN)9FB-UJ<%k_J)j_lzbb>>14&b
zMPH1E+?>AF-6*hQQW|<{ggdQS6X2w<<uUekbpNTsG-d4I&3ZDo(H#G<2-iBGkUejh
zb#@pI*a8A;^~$58$~H<?N0NEbFgUN(mOYP3kLEgy^nOuB3$O-=5CYf~X`blL6CmmQ
z!YO*;e3Nn7(%AVU2K3Wel38m{@1K<)#lAk+QIhq)(lIjcj)V8gqtok;B#wKjxN4U_
z3Dy3~#TSq<hlU=SxEhv#i3|zQCz>rmR461X!T}=aHzqg42^K&dm#uU@x;;(gnWk>5
z(gaG<oq-lRy2_>}$GCb`Y3<!;Y2~`&z_-jF@)Zt~09bjd;zt>QO>xoHOM^J*!t2M^
z_#{D@_4)x1`Kx!op51_mubhr&x(v_Cem8b|=q7>liTK_yOp3k6YEy=kr(8bVG9Yx7
z^RKOOY%eT}1If<+d5lbD1yLRI758P&A;x^ago+zVNo0t4gydNRg!=k107oW%ep$(K
zMa@J>yT2gkENuEykWgQg?cGn^njGS1%}N>#&mNg^M;SbzC;Ig1cGBGCApWQ)CaF(&
zvu;seBE2mzX@5PZ6D@sv|00AO!*!mKjuaedt&#KQxc{>oCd{*j;*G`=QsL58wmw_k
zbUfVNpDdZeAVGq_vj!TlcMq*~cRymPK~(_{($Uc4rYkUh@E34B!3-Li3#C5GaCF&S
zyX(a81rI3}_mY>@kYQILdR58BYIWnW0-l3^k0<KD#r?Ggrj4VhL|jWxD__fVOSeo<
z@l>4+uQ>t!Qlp-_WR@;_p(zv6CIvbuC?VD3D~&G6QB8{{<XN8@YnUv@7E|;;D-7$k
zr^3B;>+lJ<WQ$D?u_*JODmu+?EXct1rb!R_0*FvT3p0v?T!mv|_yWXz0l}$A#>?_W
zF737Plws#DsW>D3ykSd`xPMhwL0=Ek)1PySamn7mOTz5YSCbL^c5<6V+tQ@+4d1Z7
zs-E$L#sHNh>eRO|HakkfuvXA}j5<2&r~Ws{gVlQKm%j_k@t$^Jd-;n<=c?NIT0?Mu
zeg4(=tSo6vG|7S)y6iSHn$9QAQ+uF+SH6><%Y#1quBFmmon~^saA?+eMJlGDX70?Z
zn)hQ_pZ{#`C`sStT#NUWtlit-%oDlBFmJiHQVtyP5Gw>6NJ>86+uIAIJgb|e&8I#f
zN&)PAnO<QbU{7nQqoQg*G24Njs+yV*`<)ZV-1v`j0)8oF^D0ABlz*?FbTH>84-Mk!
z_upM)xaM<!1rSh**>4P8!On-&n|v(q6dWpz?nf-2)Hk346@{P|8gi?$N%So?bzaY2
zvQa;SC?726S4P|`&I(|O?Wp?j`O`HRF}j<ND0*)8j%R>`_0zvbr=8MECtU2AlTz}6
zh$Y@H8Q~o!?>v`8PV*VfY&J8M7}sKY#|~a`G7mPZwlrg8{iFd3-o$o0-J%BJG)egy
z!BkD%wZ!l7OvL5V*8p03z;jdcmxV*d`-fLiSsib1ITSEplDMDG54#qHO~mxHpm(^|
z>Vh{b_a2Z@b&cpO@~$dqTHt9fb<MWP-3ZK{$R^34%qCMC_+wEM<q~#T84{==V6_0_
zd=cg6#|}*P^#bWsRnP?)E!7ki!8|%8@qP%<Hi2|~pPv0o128MhO8D5Xy4L`n#YF9x
zeND(3lfuY}NFDzFo~C)dOs$X2&x{Xlanwm3KlmAJEOh4!v=|gY@bwzApXS`RFWK<=
zQbB}ZUA_p@O851bZ3Fh>Y|`$~@*aC@`SdTllkne%q!Uvn5ZA-G=?tYnEb(0~&uFZ1
z@Ub8{6AaxN;~89eyk%?1o@p~{m|f@4(rS383<GJ;(qSi?zYXtph=R!F!@s{(KQ@t2
z>Oq5Z&YbDT->ozSJ+0rEYJNsu^qep(BGlsLWVxfN?bHnb<w)FZS>u2+L?kiVPPRG3
z0~B#;SA??EXKQccOOrYAJoN9nbrwLjE9zOu?cJ=4W)Qv&UPTc7La_sVyqh6=ccZ%k
z3{sHo24Tb&Y~Ofehsy0h^fDj{UMG;}2xP0gdkE6eGCjNJXm_V4X`t;wQsLBC8G#bf
zBDhdk1A@jU&Nha(vyBa;f^j#goTqL6i3ewv7E{k4eH;EQkU^@jmZPg4;6Yj`1Sd@H
z!uLK&P&`NO9c?=4ofVFLPgl9TIM~Tu?|ORyBdSIRc=Ku2A3g}Xw5CCMjV^(>5aOAu
zwz!cUiW?*t0n!8U#PzGQ@tsWdhkc|}_N0u_6qDb@$w4<=#6j4U_WLug1OyEmfDYB+
z5FI=HrTFf)t>lF3TJh+0?6>s75a=CpBdmJF(z`FOJU9(4flC3ztv$mR00M^v3!u+}
zBmfXY0XzbK>{%=$J|IG>{&^I!de>aLM7*^0aB^-Cz-JiyV)@NCji5||04|qD@WlkB
zETC-wuRx44s6G*JL<3H<KO{wIaifbK-^vV;mn8xBQpsX?S)Va|EmkL`H04aikw5=&
zR_3fAIn0ky1_rlexpVC8qS=fXRSWo%Q{fjvd4c4<*fhdQqSl@PstFz4NDe2jqm+EP
z@ls}Xc6b2>*NC*=9NM;E@e79x4Vanyyo}vd&eY1e^fNsaa_lev_3R?KJdXO<WQgqm
zv@+J>KhgZSeX?<DQBDnH%?;I8^4O*3-oU$gFQJ%^p%L;$L`L^@Gg?$2pBQ(PWsc{Q
z<kQ(HcFG7eYyaLQU`%`kM;4~vjlILP`Itn|F@Vz~B|BS*DGbaefX`ML*l%BfMIi%B
zI@kR8p|6ET1DOV5OOV7u&kw!&v$D!rElo|(0ZiC|x)!bi4YDH<%LcNMayvj0c_L3U
z!Dh{D{PR}KhFKeQQkEw}VNpbp-Kdx>I`g^U%7H9-OCt=~!1&WERz6j2p^C}$eLm^6
zwqzKpaT<d;jE`%In4H{fB2As?!4Yc2!;KaO8-Z3W4wVZZu}yLy5+Ns8NBKMzZ8H0B
zW^Wd3Et7u4(`xavt6w^!a3rzAMF1d@a-6Gxjae08G13CAVUTlvxuLZW{V_}(U;zYe
z5b^grh?@kC8p>_*79OG`!%BoxVRhDbIpI)%W4r9%VEe82QF4x^pa+NgzWC9V)n|qz
zTxnzCWR`4q+P|SP#4rD)qUX6NMQ{qa)k$_mw!vWxm{9Z7)Ep9x!Vh+d#_U*@w$adj
z@i%i?Pq9ve`yW~G#rWn8@?aJs@O>|Mj;*6j){RyFY$IcL<rFl&DqI*6rGR-pl9N3(
zv3J2!dBaS|gNfIYmt0<Uvk*=!>TR%f+8Q!;RfoVUdwp|v{thlQOW28MXz6?G|A9eT
zQhEyNraeSDKV4LH`FpcHgF$u8f`<G^zey*Dzy=G1MxUr%TVVgLFJMS3uF;rl6YfX$
zK8q|QLwnzP0v>gDuGX6hG*FM!`%1%-lGD_mg<$F6bB|qX3|C&6^b>V;!vO{`h?)>N
zu$y@B2=&2$WxP1+Hg&*|p%n4!-BidehtBR?cIj}_=}go*IK$x}jX%VpR?(E;#z@60
zQE7V{4h|4JwT{cG=1hb4IOAZ{fp!xSpqJl{c1nI@{Dr8|u!L6+78jhG{gBHO1a^Tn
zoJ`Z8l~9|(v|T|PqHwDDL6UeU@>F~a>^JdD6Oa=~_JvIgh`pDcq~ilzrHToJ-zR%|
ziw$uN64@R?UFW(L#*aHhK<$u8cld8p82fqj`&0c1XMw6|1%#33-=8<NgmE)Z0xo?a
ztk|1Z^513Ni+K^>{<f@cC;^Q2{Wx1FP#YIV@STkmRCn>=bHaT(G{i3DCChFN!u&I(
z9@&lS`w=ULN{!pz8<qCE)`5?P+~5U*CwTXvz<W@tuit{AzOuNDbZA^}YIU5~G41Yz
z>^<E9O7|yESRJAViw{epxYxfN$<Rnga>BoBH7h=6C=kSBTCi+ZFpEbfyM<yrqt>o-
zucha<8M^xCX=`;Q@WP9=J#Q;)G)BV_twAPG<w|lkv^j5S>v=9IyhDs}o>}3u9kGCF
zIL5gb6IA$Hil`;@R-Z=bI8D1(RT59`?%_s(PoKuxY?z2A=i26#hTKSU`&<n<B;*P(
zAV>&f#0nQn00W}KOZn<3>E2}!zXGYst`gU6IpkWfKRXz91}rTgW7bJ(d&A8DDY0-z
z6krJASP*OIp{(#&pWWv-@+~fbb+KV5!|;-~KimmsHmA*~LA^|k#fCOBqk5~5tZe%%
ziO(bl)}>fw0Kz?&g!+HD8Ln6ofnAycOf6TLT}~o%Bfw7){uHEwLPGs?@_1v|$RiZy
z{p#q?S*zA3H2(W(Dn&X8J)lV{gBSo%gg(}Ux6emqyeRkV{Gf^c@06&^nfC!Tna)q<
za-7Z2?>F#26L9T0wk6q^6qF+9IY9gHwhRQK*oIyB$c+6=C@W-*nq)f87isg@j>u&-
zmwGU+ZA4vhn)9sUOP4+sFRLs0K@^;G2ea{m(eMAO1sFLXL#)VJzmX90)8fC!-9<@f
z#pvIg+nn+_=}dBx1)u&)v7-5UU5nzyPIqIz7&$1!V~GZE`GF`k0~er^zhIJ;kpa<E
zwLZz+ji-qP3@}8%7li(iwSvg<#+jg^C)yD210EJ+5-h{GJs{d@_IZ`wfVHiyi?yq^
z&*7hrPYh&|fBFQbghK#!p5u|M>laFM0CmrlHvcsDn~}$y*b;9mR6AVp8w`fQzvXTR
zy+H|I6v=&2r8@ea%d_Vp3RXCk^<Rm}I-%+oMDs!u2wrAb%_5;e4|WD%UJ*F+RW`vC
zr3Qm0cwvBOIZf39BA{l5e*&dTbK>Ri)+r@+77w3O0lO+N5}FzMu16DY{BBDPNP(&5
zk71P*F6w@uLGQ<&649N}Ma~^0exAZ_+NtvitH8+YY<jp@1%e1cjn{B6Q#YK1F(d_e
zrk+Rur}xr?m2R`gbbN>1eBrQ5lL4#t{MVn~!DMW#28&Y(6&!6nw^<wfj_hl9BJCbn
z{Jw@u!KY^F&J4#~@;xC9m?J`&<b_`MpiIi#jw)?w)f1E3R=Sb_?-=lal$9oY=%50O
zk3EYPGS3=f)F2NK7eLyh!`;WvA8g)F*wy&5dnYoo2IepR3bW#GRtknVRm^kyiYSOS
zyg&+W5NH5kr!Z*M1y(IO_#-*tN;^C}q-At~N;oTVcm%yUfT~(u;`S;0>=`0!-)IQJ
zX62LY{=}y7v|nE8vi`>VyT8No004vD>BB>$xY&nJ)m*=?e>{sCa!bHYRm9p=M<MC7
z*A4{gOg1N8;<~PlQ{+L;`|r;r8Wa&;rR6=?EE|TY2DA{q2wE<Vy61hm2DowQhyvJz
zA<-l)4Q_0MLpMW4peAEx*K*S4!kNRG#v3*0Zw<K(mv>hL2#GIY1YS(*$OMkYIs~m<
z-5T6TLX)AEOWpbR$`(A4<^ZkLpX&wGe-ZW#fm;HFl%0x%a{$u${2*}RI03i^_JRuJ
zrLYbg{uog)@y|=YGnEgw?h_?hI90%^2V9T?T=uH@!7L4KtdkNCbT`ICQU_vxsUA)<
zax`D@b7bN`{St9Js{bLy2FNUYmMs#3qvyA25ePXiABIs;tDCLkJSh**A*1lT*otjQ
z&bbWpyBFyh1sre~H||n?b$q+>+BPF(nh<h(gmhbXX7G1jymxHtVa=-h9N=?XvDDKm
z#>x<9_>w*QTKhI@ER~cpq-el30~8u`m_U%nS)3}hV1vnP9bPcH0t{~STMY2d+d0r>
zcDDTk=DWiQJ7$=#MZ)<bmlTC64?U?|<-$pc!oQDSv|8OttFY2EC>4p$u6shOond^N
zH*dF2OCUQ%(nnFlfVRW(lsGW@di^=a%Dvfx@X=xNlo+1@48Nl6t+@u=>uMeHw5sTG
zkPgYeuqYcj*UiY$G4ZJDd9H{3+eAhihzxtF``ift$PfhUzaN-xv4NLZ?;D7+?q?x8
zE6|q{Is=`<1j*qIt|S`<_gDtLjCjD?f0gT_R~$QvO@kNrH~x{uV-wLX!wvo%u7(TU
z9Y8hMJ~Ee!%_S}2g*|1@y4Cu^OsD>ICOEQMHPTQZ*o<2_CLSua4QKdM9YkG|T??Xh
z{s@`~T)-0qyT4;M-tRX(-0K!ul)yA(8CUNh52w)rA$ROgiPB+eqn)9Onf|J7nnA4@
zw`BUY0-GyYKU@ylez#2u95bW88mfX9ZT(Tu1z7iPd!czMCjoS^<!`X<Et`U4Wp13X
z?F!?*u>M2lj6vz8Gm1&Y(3Qez1JMb;83Y>O5GYJ!E-8>E(RYH=!7?@b?wRUqxGx|d
zBVCXw%6Jr-QBv})kU3TED1A!)sY{c-_`BJtXF(_LMoUn;6y9sOWF3$M1H3OtH5#&0
zQl?^NplyCCN_;Pcj{}=u$lB5r8l5?pT6r)kFcH36>$n<L54uP~rxo0lH+{IC%+d7T
zUQX(t#nhX^iBMljngR@EHxKyspDP4)h<Ek&ZrWKN1&^BnCjw;wdLiIQ!^sgG-~<0t
zOrnbYB^phZcZ<;HPq+*A$0e51Uk_-BYPUCd{VW|aDwu83%D=QIXlfdL0FxsKVz5~3
zr|3Q~3V@%Y37QMA@Ql|25*3$#n)GMyP_;4N{LY_wZ%W<Yi$!5FZ1n(UI>=EH7ddI6
zik<4M-&qW+6=!KIl#+`*If&BcWP7CL{oigMt8Zl-)y$=8Hb2pgX#Q{0yV-I?2&BGy
zilg+B6$UR#&g6*t%dTnO+>CmI7Xm~_va>@=>a4?>ee1``%PnMC#S}ol8-zfvAME3n
zUjS<d4k<3UQ4Zot*`i0}h}bCT8KIdzlo<8~Om^MY2yi0MBPi0$>xs#FS)KD>HROmp
zsq&6Oov7^I+^s>T;UwD_VvxDPYZs$D<OU=CPgM?w{R8P_C(3LYDCv=$waZmCYvBS7
zj>@sH&x`ODu1-n-w777zs^3>OG|x0lYCmk;N@83cO!WkSVW2i%J=%KnpWN3RlwSH;
zV=r<^$;imyXM@rPE4cuAggr%oTaDW@f<KBXGM5JgP8<2Q5P!Id1c?UV_^~Go`r-X0
zM{ZFYzvH5&eS29tvX=hlnU_b$wy77HTdtGw<^n*F6xH}2_%*U?$|)w@;}=&k@E5XB
z>opw;CYrK+Fib0{LSkGcOJ&-&E!njjx0#l?9hBTz!;N)(R^r5D{SKD$THhIpW;UH1
z?AW~g$wLD|EZAg}@L3j{8JF}$$jE73LiVs)<u%XuPvR}&XT@TF!{mowk9z&Qp~jce
z$Z>wJ9=-lAN(I&NOL5Uz{WY{91`i`a6{(j$c=IcPWA*D7i5sU;V%>p~8E&@_peo=<
z$y9kq3*DB5E|A06o<O3*xlA{vm3=l2MC&=4lVzfTN<VFNN6UB5c;f@}p`Qk|W4#gL
zX&U>)aqsTb%B5|$Y$3&4jjIhy__aq>HFw8wtW_B2IBGUpJjRQrbs)X++C{oYUMqn#
z<XoUP%&teBuSR)YP~oD*ZGwA00Kt1oX9QDt7OVN8-~d+2rHrOrhDePOTWDBMJruD9
z{NX^46t$^nyt-@;@<YHuz$&CT3aN*h(tTwHNU6zND24>nhY4%*=nYhF>5que`Hz8e
zGdAQc)L9Gb(>I`*pM8Rf=Q@*TjlVdzRDud_gXq4|=)kO&K*`6@8Zd<cHUcjZOx{ca
zf7T+SI&vZ}u1Jpra@?`nRu7h`c=>oeC%cAl)pOeDgR^>9BG;MvRY(%S9TK_0#>p|=
zk+1wOAT^&rgs=8riFJf%91hcItzI9giG5>jZ(n{QxWlMvkg>Y_PnbM-Qpd860`6y!
zm6g#H4Hw_3iIUsfaXLI8&<w#W&3b;Zo!K!rL@peP_Kb>Ey)7C(UEL!qjW5$*{`eYf
zz;k{C$+xgksq;zvu0CQa)B&P;Gw*M1LUJv1Er2T<47F*q+fDh8>xHp=IpJCerLp%c
ziS`i=TQK%v&*hofMABu92=PtOe1M$^n_YGwh}>nhnfjuB^3nfVLMqeoF=HW!1Jb#j
zPPO6;fS;;O&-~@3<aZUb9sP0du!&-z@`*4c-$2U_vJCL~wV8sM30Ri6yEo&x0KD9^
z3e4g`n-S}9+xc5V&drQnD|{GTB4Se_fcrq|b+QE8z7s3Sotoz=_h^mE1t^$h|7ivE
zFjvy;Fg!kNR%AY$*JL(${E!;U?!f|(x27f(5k_MWpkS&&AW&=4?ZnF7+h}$<MX<I~
zAz1M-VoKhtAsA)_Dx_>e=h~)Mcb3rMm`FuakqlC7Ql^wFt{zXkAOeN{HGmyv5$Kqc
z-h9vD{12ZK!pe4iSqr4G3Hl7wrjMdxoO11(sV*5*SXsyXKM6~;0}>gV+P-+{e8G5J
ztHpp!ar|<ZGi&&+Fid`5N0$S2(dBmhCMA+KRWHWNW{7G0Hc!0iE7(RVH>$$sW(VIG
z)^3z6BZID;?hFI?8c)d{43=OSpuL#VB#au#7&KlRJ+%;KKT2huWg$t&qB-nqt^dTl
z;iIQL+y2D+X3?M<8|)H8b0l1t`aP~#yOnz;<3qZH7Di_GBd>VQckK4Ua&yPTmTHEv
zDl)MJS3&%OUPlm{4G6MwIAB{dQHy`t#o5WIsV_FyI1C3H`|r?0q6&DBD@GNm@yh9y
zuE`M#L{MvArjI{=Pnja9&xHfFo2{8T>+s@Tx7_sgZ_Gg}JYWcI%u4UJBq?{~Yj<J=
z^)ueB6g%TbniSnPn=~FZ&2F+GWruE}U8f0YemGI=y^ZM%iE!%f2qiirS$9PiQw^jM
zfWIK7fUMS)Gv#;0LR8{K`yP*}Gljv#Q#%H0bKnyJ_Z<wUZOgcIg8Uv=AX)(G0N8jF
zuBbbEwD)96hu5pWo1IeG&2C*-l?)5Eu+c2mW*|bEtF}b#%sIAX@zVbLJA41#Lm)Z{
zR%iF|jE;xo8gnA6##HQ?@Ck25thG&6QYPCOA5Z?*kJ>CW_^+EDq76Il)R7-nU{osY
zy<aS>!nz9Gq+Xpb%e|`>g%{Bqjgtpz#77|-As#;S9oWH3n;56NpG!W!YGj=7WP6MP
zLX)75GBOtkG~Q9;VkRwxuJ7IZ9>4IWN-=?vQM;1{f5$&eE?(Ekx$^zEtv4h5dc}6@
zFQbq8^DktFlq^TFOW*@53%49v5^Hc2jvg|QjUJM-krw_ri}Qegp~1a~?*`r0=lv_m
zV(m<3g+{$j1~EMy9Cb7Ar-&}rdz(;BqShdEYNFY;gX6sK%Lf()U-^R3+~$>DdL0F|
zVXE8&x=A>MP0ttJPl!W-`hUtp1Mmp@`&gbbWP!ka#>)aC_(0NhVF_QR>Bi~!4cI3D
zzkuK)5P+qDffp89aVLx&(GWHTJiShe&**th5w`>o6ywkUftllNkW8{<dN>3H2xOQu
zw-jLbY2Jb}f{`2UXF#fRc_`@z)zsDHHIg{AV%em_3h1VaBSZOTBt``Lgl$70)136>
zK)}bhA!Hr1ciTnb2jYnYS1p(ZY3QO<Hf7xoG;p1n?vAf`aMXJd?2nqlHy?n+1ak{X
zJ!(?<aLB*L9~zy7i4v-JA<b`!hAI4SQCISy6~3E}Q(56h?db91pB&j;S<@DmtGciB
zRV=IKdK6VH*3}k)erFg(3Tj9XiBje`_zi%Wr&m0b$iLY-TJK1I!^K5frbOt>$zeNL
zkw?cyDB7lp>Jn>;-Ry)p1#5x3hP^brawS|BK3*Nxh%lejq19gfZZ0h1!+x5Vl86&T
zxJs4Bdic#79j-k{6mKrL5`;MHiQ1iEEEs$4U%gB!>%Hsr^@~Wa)##(2>pc+O{5h+N
zt%Rr1i4_WtY(!dK=TN~X+^z<B>8K$19EQPZ7q3H{G&0&SM<&6yl=tvzM6Se?&v>yp
zAT%8?pTQK|dj;d+yk&K!^yzbeE0GGELX~xBCstlw-Zi%lGa*=HP_G6d_w~Pu0LqSH
z08SvHn_o-kPB92cSAy8+M#FFshuP*rlmz_xLv8R)jnP=F#0h9GB;1#ndcR`)spi=&
zIg!^p%x{-mxQg9VXS-P@&GRER$RGR8YC4oLCfbV`Zbm|<o=1NrD))OEYF2bht(qqu
z;%6VVSv8g~<1ylNely~4Q`cAs@ft>Y<_kqKqq9H!#%}j=taMvjxd^HUPWn#J8#$R$
zf?-#Ow*W;qiL<!_{j%p%!^BYd&icIgBLq%^+NMn@8YXM?X0OWX{%lKw<H+5KQ{n93
zSpW|2k~Wk2yPz-n{F%QpRj72U`Rb_s)r+&fz1i(K)lur>kHVITtPJzYJb0f|)&Ao|
zdVApA6wpsTQ&_+1vYtfoN%hZ9H#Ug8A94dIL!LV123gGu5a2*(QR=Jv72jKcd#xn*
ztk$)`)772u%2ghi?yii>XSSBxnVXsh8mmG=1WY%Vd&mYvh2-R@U?n6yfiy{!VQEwa
z)sA!k1hw_@ne)@T=d_drz@kuadw~hL5WW)_LJ(VKz#5FjM-e9Bb=9Z1%zG>G9k%6@
z*&H;Ar+oG}x8~r`VEGe`y96TM6XB$xju^UMadjuF4O{rNn|n2$$NcG@!xVoL7a2uH
z7_WyfGy08Cc<k)@U6hOrm^}PJgG4s$(L6@H{BhamNW7rg^=icvck-5(>72Z1JuL({
zra?G{oH&;JQEoTpkD_!qTp+0P^h+o-Aj<KGX*ix(m}&0Z`lo*S6VMd<jMCk*y%5iX
zld(l*S3RNi-}$BFgl^i<tus<hT2p~YeoZ>s<HMROjvt<FiUpTu5@hputhYBb&^gqt
z_|)$1N%w!zt};)a>)RnK=Pk(@UEa8uedaYxx3%Rwk<d=6gcveZG=7&DHb1Ax{B*5*
z&KcM)71m}zRjnvRI_zMR0(Sy4wOU}7jvg;VmHdz(IS7S7z%BRz&OZBU<M$zOu!4FF
zmtsu>|EeY;6^l7IZp3U&KGIvNwU`m|&H&+`dte!3sY^S52t58qG4M-!#<6-YJIGET
zThx7LD>04~ASugp`Fa$C`_+4rjO%v}<IdCyDK=xW%h(WDwK>2Vq?tg4Gb=%0eB|<g
zUXeh&DR6?H3w9`Dq(s$N(&o^X`QS^z&?Uw_uR-(`6ZjnGoS!&oHtNh@J%H>Df4+sw
zX6vS3uqa6w7Z<2p#bjMPn1>IJmqA~tG>O`K%77b^sBLhn%ePDXm)F%BHh7W3qwQB5
z<RS~@M8gY8cWm=Fqt4XMZ&)8D+qln6`H(d1f8=O#Rj(o#bfKmX@ULAaU6C|shmnfy
zs@e=C87RE(zdu#01FrxLV|4-S$OHmP>vJeTHimWJWP;X9fww5=%ns{3p{Za_(%c`&
z?pNh5wH<*pc=$AcV)LnCwc+Ath%#^`_9_?$nlFEc|0Rsg9{nXu(a*}hUpfb#B1Yj;
z9FLzS<X~tVIH6NLJI9|?(yp0{DJb#`_gf-?gKmcWx#$vj<w66Qh<B{OFT)c_U{*-R
zOqG~fx{n=7cVJKH0N@m^fYUSRlEuQ$)Y3MPs&;kVuuDIyj&3icdTA9_aRMJ94FrZB
zCzjv6ti<r{60w|1MG4C&7=F`75NoO4V(%Z@T|WLB9=@J-<aB`?#WhrvS~U5t=HV-O
zIYa1VSLHkhr8jz#3gwXDd7d;SPS<2E!DnC24enR{AS=~(>x_kUg#J7Kq8wL?iC3fy
zT4n+0EKGkoDr+F8V37Dy{ewhdN@LpqGtPo`Gz)zE+EK@KY?=Bvfq+EKOr(Y64Gmcd
ztEoC;*+{CBF83$1?@7E)4SmGmi6z7XQQr5tjevm8^1QZLC-9TXF0q6)y&-0(Vb!@B
zp34IQ6abuIO%Gc{FcUGIA^>AhO~9=J&<qB*z31cO^Ny<jiIB~y;iia<0Y?Gwj}VCc
zLmcuBbwMmR3TX~COM1gQ@>=zPszUD1>esAm7uS8W9juo8j|9p0+NdEt4DntdfPwKR
z-c%4ErH!$cm`g6cyd41C!o$D~MN$_?8%d1ZX#7@I?Fl&X(i3k>C;eE<VqB4VvrvR@
zAm(43KFVw3uJeUp^jDjE;C6?Us}GGFt0|J`jrAV39X4A1+WI@L9CX3aNeaRlBlrhL
zinQuoOz>hFZfzbhPm$2n?|nmh*q%;cS~zrEC8v|KVBD~=?EQxQP&0vu+Tp(3WR26z
z3Mb`|?O}h#{h5|RBy8P-ZFWvdUsewQ*N0Rq7-zD3fp%EeA(+<z)Brfyg#u$RafKOb
zJ<j7f3$62sr~lRQdo4mPz6c!92=4a+42;sJsZl1Trg)$m0C&VxF*wslmK4te>jq!^
zOXtG^VKV_+dv$>T=EvfDx!XZit|LN%kR^@uYf8BP9?Y-sp224dp>?-C0fXzOLie8>
zgey%g>P8ck>N}{NUZDlfdojEd+d(qe;qGv;!#Xb!^$@CtV_~kc(wbLhG}@85<gHSt
zTe<eK(QQ&b%l++l$>#U>`juI<)jE>4u7e+;ceC#qMUSlQl@u=Jmlmo1#SJR)gc|ft
zqX}g+Z2b@I{Y&nh64%8R;8l`%Z>`Hdv6srxvZH0sXXL=1CJy$N1%QT(1Hegosz@aX
z(R`iUAuS`*U237rt}6$KYq=dx%RB`3S1>MtjR!TtQ12J$A!%ABhY^pvi&#udSA!L~
z0CtgALKqrs4&b3jJ&^|^6-)$>;ZIHg!}frv(N?>#lkO8(gM1r6(Fh+M@+bq7nGL~x
z!)nz<Ku7_tw(|kAH%Bjs`gUZZIuQY>gM*P)h=2q&vKWrr3E>?!xS~ktWQh}|Pfr65
zxoToDJE5@HZQ5{BLbjG6(?;P*rlm6~w^~^sJ+)yWUdNFlqUH5bZLZiW;N!=u>_X+0
z<n}^GZIx&+N3BTK20{S7^W=Iypgp*69d-JUs@Bo5CgoMGQOA~Rd*T03bLaT^DKWKO
zFPfaKA-@G$NzjlJo$pGW@?>XJKBpLn+owwc`xzNs1s4cdf(~@=k1ab~9dz?;lz|un
zkgwq6?0;Pm8T?|`6Ys&?57iM`a!6__{tB9egigogPS_*uaV^|50`l9yuV~SG&gGwQ
zpm=2NWef*HOC$di#M(C^Vsy4Sv+Ge2Uo4P+<d(^XLmwhIU)y=|y!)yl0IGSAJ~Dg*
z>80=HIc%c(F{uaJ#DyU%!rEESn)MirheH>J3c6r+OryIY#M_USJAL(hGB8+tUWAY2
zuK`}Q^M06I4Ri0j@{aGxq;~VRPsUUGOqOjC3bF!@+wWMma4$bY2%*tT#@xy!H=p(T
zgiD4k2MyQ@vU~e7FWa(oI!k_mRLw%yK;f4t1xS_xMH26sf<K8`F>Ya1Se!V@6W&a~
z#t#=DkF`q7>`p^eirp>-s3E9$>?4h>eS3SJV2OoIMz9JBBFc0bJl0^LEo|O^-5lV+
zHsJ4Y304~jvCyqW*fa5l;Vo9h9fVrV-^XiYYet|R6ZS>f>5xlv95oApB0?T?Vd!xK
zk6k^Xip6SpI;1lOmkaJ;xAY5}R}T-4u>XQxs0qL5Q#ODsFc{u}3K@@~{n{zrM*GU%
z@-cX%bc&6$rEW|7S^TdsCv=EdBNOorJo1P-+c0x~2R-&fM;nC)h?`7`AJX}`f9(G|
zO&5qz10^p!qC5vV*?*T!0E(4X{|Z7m=B#sKykT&BA-)JE<4yO}15xlo_>9_DNKZW}
z<0XTrZc_XYpQJ7jQn{=_I0>}FtGaQcf;#OEz<t=8X_3FTJ`dWEs-{ySaD~f~{|`Kn
zOR)1$3W%&EHwJ;8X$$|@+z1YHdPP9P02eK{gG|}YA2;0jQykItTJkT-^Im?s`seuc
zLfyWTpy;y|-P`(Wfukkc|ES-ss=r2tqeHE*hF&`}+c^AO0hK9z4(7{Jz_{)GF71~w
zN!c<(XVKi0%WgV9rOc)DT?)8xj}?Ymmv|D(G?t2^74p5IgKMbuEKx$!k5eB$UF+3I
zut;6lx}y>DtSk~XRc5KDpGLa?{mAGIHnBOonA!ix43bZuC`t3k=RXj6rPkzDmPEk6
z#_h<=*XoBP-GJZA?w-@(5T(k70Dqhi7zltnzV{9!QYbM4Si>!xYQWh{d@BGR=Y_sc
zpS~*^YBAtvxNn{hYhr6C)_FlTWOeVMzAOvs)mzv7-v7irgh7bfxe@908LJnwc@8o$
z0>`NNtCF`$oroItGYnCqF1;KP?89fVO@mJ5!h_ywC10JNukt)7pGw31+W0UAN+|6$
z$11UO_w^R%MajD{9;nnU>%m@CNWFkWBWJ-o;E#e81il=AiNdR%-c5-Nlk_ef;e`zL
zcTW*0Cjf89tYKLqDDw$#>D<UNg~sv%Q2!v5%oXOQm5vEMwR1uR@l0@eKL9(&fi-kA
zOjgo>$O(vL%xNycR2LaiQJ|Hc;>R!DPFDOgD;!i$E~c9V5>?m_GU~aW2He)VN<4g4
z0lo=_J|~XeY71tiJlr?99{=x?;G(l;^I!k1vIYc7RPUrWt+DS@%GmCFBppwDgjHs8
zORteww6>8{mBq=4UYx?W+@g1!<oEW-OGXAZuZ;fs)lg$Ie814NfsqjJssO^#F<9&1
z=iQE1zc@}6K9@{v?(-5B<7*HeF37vQF=|ItAp08=Yj!TeLm~|`1zZB0fbjAo>RyZh
z5%HBrm6{Nyt1J;r^$P9uPeF1>&sL6y?izdsC<g}LqG65ElQzQNr!qAU4Dl@lr1>&v
zYgTw75RBJxI|2j`n6Ep+2AQ#G(0(%d^Py)fp4wAS_n5OCKFx~?pI6OzDoGml_8Pqz
z?asLy24d$rK4&opvr9sGs$Js)h_(rGEJ=fkmL!S2XsBU#im2L)j`E&RD)UL~?^X{S
zN^zklt5cO6v^-Q3zAfxODHvnB${oKx%eD4&JVZDt-WGais(tl&RNfE$o_uNYTZnsC
zDO@0C&AiCwQ^b<g{6IV2i+7^0r1jrC<)eG_60RQjp2NAojAXdrFo+S(VD{N#PjCz0
z)Od9+R0)Ago?}7WgkmsK7G+M6QiNu$?MnU5+6YmmWQ|?EXlEBj1_mud2wyTFwCn}W
zDylZ<0w4~+#z6@MV%WX{O*RP{G3a%`atx=5DGZuVKJ~^1Ih~GVc7vN96uK5St~at>
zQ5|z?ZtYktn9&`LN6lI&B3<;)g820F9f)%#MVEk1T_DWd09n5sDOfO}$+S&-T3)Zj
z``m7G*-cs-t9xVAIa2!h)tE58gF&KTmflIK&56SKx%(F5#=9Sj{5fy@yNtVWTT4!V
zU+{4NmrP6(Ag{@iSs+AhU6f&-RArJ%-FdG)tO|v9f%JBl7<reQk1Mj#nSdug;1$2Q
zl99Yo6m_Vq#~>6-h;DdRh8iP4_bzvAB7tygGn~iQ(mV&&O|oxYH&_&DKp%mtCa`gL
zq6ktTQc^&<nvz-wOP4j*9d<dE?U;Se3R!3nj``+B)u_8Vb$c@VtSxK~8=iNqh5w+#
z33_PO4rZP_{VvqKrj^^|>Vsb_I7&xqO-_bCB%ihqt&%-pL#kYU;Pw-ZKp50t3fDwZ
zsz0}JpL4>{>B~>mh1s9FF7%mj6*K0NCaA)hxbP2onsch8+UaNk`v>7jLE(}a@G4{p
zdDge%x%gY9{31qU-JCFSVk_A<9*8G9C=XiDFsijWI%zbQzSpFm0Xk(?h!}b-dPSH3
zAbR0+PZ#id0JZ^F&;V==SVhJ{ZAZlb_+yL(I}l_cLt9c*RMcqB1`(jw>SHFcho%`%
zcb?~4rN%fe^fMUkYgf#~8m&KqxUyNt@qt`^^ci;8qzPhQ5ZA*(uV1~cjsq1`nd4@I
z&&S_!@n`kC_zxPol`(5jQ4<k6UVCFc9pmos0=t)+eZIrk$HnH)TK!`4`hSAN3rV54
zd-Bb1H>J9e99NluXkU2CHj$8TpR=O-dcg;J2+%|Dgxpn|a-q^%uOhi7I7n@W*lL~f
zwj>`DA@KQ!hbJ(W+#+DC+34!C=EPg5O|Mul3wbS94WRdw&E`PG6kt*^GGJ3psNHTk
z0uq!#O$o*vxQQUSu$#c*aKyuE%I@ZyQjQQThp`t^g`8OMr1ymA+l$r|z%ar%VQLu9
zg)?^k!@RffdCV}qFOMG}o(hmaErnC%X*ar_&;}U?8uzR}xMr5tfAlM_o%!*R!gCy^
zz{8)9&y!dx>8GfOFM_fqBA*gqE6MP`{HvC1mvhg{3x9OJ2!XZ$j6#SD`Ww8aT*|m!
z>3dIichjb?&t4qy@v6*~zOo|`TExM^9yLw9Z&A!D(x`)_U@T@5)gu;BPt?1K*b1?N
z@^>)}XUbs1`5u0*83-{n0YMJZQY;2oE&$&BPx^&?7LyWK+zp$Ic7dN*lsNJC_F!jS
zFr0Kc+(aHM<=bfQT4RbXPb!&R4>5?DB}{%Rbmn3RBJ`%j@2|=Mujs>4$wTq&<gdOo
z{r*xkMEJp3QEP6Bm)vwQAukD~sckb_u<^Y5@t5^~6uhm=I==W;r?}W{X{9vw(64)G
z_|od8cReO`+;eMWa`Px}`|tI%Kieq-_=f0`Ja;zr9b#GcrQx5He}4ohX$!<IHu!mq
zDrxqpY8D$0WsXigr9dD|OxIGv3MTs&vHTO8`siQu6q$R^U0gRq`KpiPjK7WSi+q~S
zWvG8mf}sC8pw5qf_T}zleF?Igc5aD!`ue{H2lGlwghOv%BnrNDIYBu(HugFb`88Hb
z_3f%MUX>(^PP%IYld{e?jrSE}@3dcO#tgV}NXQ(N$u(?_-KtxzXZ)E!{wXi-PME1`
znK<B8kMLZiGPRKGV0x9d8x6k8mHY4CzmII4e_i$D{EAhKQ5$_*E(?8+4#Kv}7GgdY
z7b_<wCSK#`&k`HvXOG3KO}9un|M~W{zBb9??+)K`WSIK+f`qZ`-uzraN*DaPW7BmD
z;?f>=>m7}o0^((JTcX<eAEm9?<z;Uu%2!(&)|oGmAWXQC9^-C9hW8oqy4pqjB|fo{
z#7G*pE0>oOKY7QE|G04IGc2tud*tr?I&}z>IE2ZRvUKoQU9J3|_O64eiKuG_QL#`|
zjMxCh4gnPDkWd6^LKFxsCa8cAiXaeaQWQi*=|!p{Ef7lRB_RRf1=Ju&fCLClQ949Q
zf+Pa(D)aq_Z|1$Tv$H#M@7Z&obI*D1&g`DEX1lN$J(X7wzmybGpNqt{NgxCijL#=3
z2s+?nyi_5;KuhU-f6cP@?@t4NL#Gv})lB@>OY8u?2`J(Xq{6r#Hyi7q1N~P^W@*jU
z%pdnEQn@@HZuT9JNkA(8g|xJ^<so5wk!FcO2=k1CT<_Q<W~EYk<e|O*Necwhrbj%M
zaB@dB{RzM7cge$*K(n_ep2aa#3how`;tjQiN1-@AijUHII%Snp<67)3cV{;+*FFB<
z)OlQoz~%gw)PkTK5%T-%DQXo}*vfOjyZbFo3C8c=^}rYFzVicD+U{L(QaH9SBTg4u
zgW=9xn{c)X2vJCo2o2Ew8G?L8J<nYLY90177}TkiOUcHj%myH_xuSwXj=!cHv-T%D
z5ch~@ELwV@<(t&Tmo>lH=5ZS{H!W~$T*#(zQ<)v=0wK%N-u@ks#0s~IgeF+`xLE%D
z`O|`b>MX_x5x;xFi0pN_$^Jl}!BgTE`2={iB1jAba%2n@ya=gWc@fjTtbvpIQRmCD
z&n&KtTkC|s#TB?1Udt_N^jxm5@QEMw)A2!f?*%pAK0HZYY{o!}U|51p$5C@^1>EUd
zbM-09^gYL4y?W(jo8r#2QqQ7){Tla(wLtqawi&(q-lt)PGraoo@8zrf+>Pu~U}+8w
z4HaeARaD&S@9*FDytVhyJn+-HkgzbmxY&eDCR;oqoZaa56vh}ZycXTG`l%K9deXV@
z$Dt%Hms`-{i}}7q%E{4Xv)O=Q)iDB<XM<-y{~W5+47G@(>cXI2z1Q`1yK0|<K%o7J
zV+z>r=(!a-{_gVZtRw-I+&fAl_)XD;v9(E43y<eAq_};_)a6Go5NI+yOsuS`w&F$#
zE^N`KF5f5J7=c2SwzpqbQdY*-)>{2_85tQ1Bcqo&J%ugb%FkYMU=n#nFmZ{lYxO}-
zt7U_~Ig`!Heeto2d3P=se*SE%q^NlDc=YF~AlcW|9>^vC+raby$21@7;TzdVe6wuF
zGZLJc3BERjb+k<Qv9fMyYg<Gls)NB<n@7~CimUy8B@BA9lA3%Ket^Il9iDL+Qw4#_
zf5{d})0)V0CvERPAjAuqzDE5X__;vz#-hx+*?}->pUP<PVzn}=fp!a-!yB!7GPoB6
zVr1*{-|m>Z!Y(HBtE<LkP-=W0j^GQW$rHwB4=D&<d!nr!(qs>u-`_NBYipC1m$$aH
zO_LZ^%4RjGP8()96ust1M$dIKGPzHO6;0PSLcn0~rNjF^U4D&`J*klPI%Jj98u)vy
zt8Xi?BB^vv9f?4rfm%p@pT$YIdufriWhDrO<en9t&x)OuO496;H7x#_7qAe2eE7ax
zp3<K(-Ju~Oll5t2mC2Mtrms*)p;3VK*hA{%0cajS|58cqkF3ldFSJR6L_H?gc;##0
z4p5l;T><&q80OHQ#iOd?O-{2dlP_xz0_D+WSuDnfaDjd%Q={M0&%A{*J=Zjg#akND
z97r+KODJgXY#_At@{cthIQlvQfL;4kww@G_gYPtyNV?pDI!2S{NLaU|GTZ7p6jzr@
z#kq8z@_jZ(m(bBC`=)kAKoVvz6n}?K-vt7xCdyKQg#IF#xFK5ee?%%%!*(}Hj0BGy
zA9<8^_1j`z`50}3HImJ&gCwW5iBls_k9cD;HYYZ+r1u_L+yNSHD~D&6?X1_+jHjQ_
z+KSk1AS$}{Qf+!+N_jfQROrI9hQu4amKP73tDdBjo95|S8Y83HwB_0C#X-6hfsx>3
zs@aGpK&T0dJ)wTymxo_U9y~K~2^G9$Vl4I**RDmz)|6?~Jw&^`#wl>uaGco_T4TkV
z@eM-c6@bF*EO1B_`CC5v{%AJfF`XTEG~dIu8cnvyxk#E@DR|Pg^?M=A?~8N|0!+^`
zB8iC1^@_0idV^xRxC5eFaAjo!ECV4^-B@<En9T=@li%6sRZ7rY!sn9j2$@C%!XM8c
z0yv`50|{6KC?;`STpW67-qbnIt*Hjt(N2qbPD}9ZMyA)~sOQ}{pX;bl<f~o^&;)oo
zy&!<*5Y%12_;@v}H5u-=z}-EvQLAKY>jp`q|Fz<KG2xjR=tk59nzQD8TaTAzw^79&
zZgYt47!(L}Q#*tldec7OI~cldK9(87DwOS!&9GxnBCs)wL(s$pf!*vcxV4!J8nG^l
z0h4nonD26pvQ)R#MHL9GebOaHW+&)W9T4R0az9ne@xH_Rp{lbsLXwSz`k`yi7vPL9
zjtadkXl5<D^U2+j^`>W{G3dctc#*djcwa8uekV|2Cbr`YfguBsmq6{>+~(92XTNS)
zH3B@d1@nGLXPD-DENJ@PCUBys$D0eUw_6zJU){%(MI7Pvn;)d(BhB@7DOZ6~c%boY
z^2QY?z>9E7A5M%EE8~-H&xe$5C1#iES`$hc+yX-#0TMwBp2z+};e(PqwF#V<!XU5j
z$Ia4R7H--fv2;VkE6c?IhJ4WyLj4xS2l^<y16@DVjb7{}v4ZIFKJs!RbMZ*|n*)B_
z{jGo%0IG$<>McYz%CzA9S+<IfGXgBvHy+MOpBg#8{564SQGodj_<cAP#?z~l2wG1K
zN4)D?J{mZ~s{5QcQPlG{_Ub_5X`_@>Vc{58M@Uh%EO;G?mleV{NR_yx$`klNUMDD(
z5yhzLYI8|SJ;I(h^S1FV!#RyO)y{Sn^vi!~C7`db&ozzp(TIjSoqB7|Sc<SKjyf#3
z8@y*H;I~fcqE%uZOe=tFrIXEpLm{p2tN)u;#5+iGt&(Dj;{{m|s97)~IK_(o#?>jf
zs5c)33WJ;;e>N99AN5H5=!>~{v7kvUo$ogUKP9~<jFy|p+`kfWI>it()?*{QKO;lu
z8N%9H1w2{Mi^(@HDr$mnK3=|(t{L#+_URX~IPhLI6yW?o)80JztA(vu@IJI5r1Y$5
zM5CHxS|r7H!wyBsxo_36z>1wJ%voPw7;Uu^HNv!K+0Ca3m3~wqIH{w6GJ-%0J7cI{
ze(E>G!k%(B3+DUKt*h(cUfyc6X%-OEM@nLWiUi&_d;W-@FzwPDPCm>5Pa0ewU_B)6
z{5Kk8P#!L}Ke9v7_aCk4v0qAVnn61ZoQ|3+x9@p?w#x5DRoNlhHr2$n(jlE$go#VY
z6em+5%d4g<NwJ?o-HL%=w-&34;vBvv`hj;N@HGEFxe&cPDH|{48ta**Sab<t%RP26
z*!5kcL81@ZO&|3VR+*2=c!T&-e7*^hs&PX`>YS^KOX|{!#;ox<@lKRZm7|Gkv9vc)
za9hca1HbO+>|56)E>z|RZatF?oPPEIT0ar@*GtomxlhS1BZ>F)qswgV2`fk$$D=C*
z+*zAc&zgiVKdbJsa@F))<H@qBhF`ARkbQj9aw97YatRm(>`)%e-_HA1k@R*<E89Be
zwaZpdePl<1ao$zndD0@h{@VxXpSk9xg);FSox1p-r}{l!Rt##2{?DpnHzP!at4a8*
z8Z13G>OLzcKiTZfw!-5_cc3$sqWDt)1TYr7KSQ#e`nDg7(-XpkMPf}?!50rKD794u
zQtlcu>GT;lt&v1P01kGjPwkbI*&DupLdK8w&g=-Q(swqg&Tbh=$hH=*67)Ye6WMh>
zZEzYHzl){mdFw;p_Ke1N?m(Y{%PkZ>B1T~3Z0*!=R)<Y{;(!315gv8_LtIoinq1`*
zUxnRPPxW<}*vG%b1LoM8KXF$LrgFJzlDs7q?8R}m>YAPVObnHYIGIh|#$T0m@Yjxj
zL(2ia8}02+U3$L)nCP2K!ZJ(BAcY!bE`IYhC7w~!?Oo@c&4m9w;imQ;|0kNn^_C;+
zkg2gpb?&Yi7D17sBdhKAJ<uszPq6272o&#DVgN(rU;pw0s_zu}oa2XRVVkZN8M#U&
z9*_*{ph%<0)4}TtbJci?;(o-J*WC)(u^{C_*r86Q+BQi0j`7LIIZG1j5!5;3<q&jh
z>K?<UU-W*3==u2&A)ajTN<p;U$ghq#mFF3*;jq}npzhsSq>Blp#BC(%1^<o@q4q&p
zHiR5a;XPL!Ki1}VyCaJ@v)@a~#D#dPSpYXvt@{i)dU2T^SSOueR=DTaT^`^;`;-4<
zG`9iCllI^FA?n2mc*F`D4PX(H44u3KC9Xxf4-&B}hejw)7$DC%lUDb3kkG9~L@wz`
zyUn3%3e4UO)|%(*c+%<H&S-OSk3XLPlsr{9y4AcA73(a20GbT!XYc^Ye)_aH#L!Ss
zERctBDnrW2CPk~mT4=gb@=T13x^IYEz>(r@&$F=sggjqZJVtxoL`DVi9Bl11#@W+V
zOsm-;pW~GjPTJ~8$=<cMT7}Qi({xGhea;ZDPDiUNtr%Io*+Q>!1NP=^V>=A2l8c}U
zJ>z$wzIBw1PClo~)s*3Zll@waPRT>~sLIOG$G##lvkk%gfi<3bsPNpVXk3ypa~}_i
zhj5A;atz&0Pyue&OEJRl{|D7&i=B<ye1ljQ!!7P_8SYY7Yn8^=xYZ6nZv&5)4+i`2
zDg?ZP0Aw519R|(&4`&A(I0SlioZfJmx(m!nePYGUcn2|$Y|f<j7gsf8-U0T2KpThX
z0G;bU`0J8{g)qQ-A%8{0by3VZ#G;MQ<kja^J3CZKfy;}V|JPfud0Qb6NDc_3|3m<%
pI}ZTpwr`sA|9ANpiT@`!Y)Tf8g=jrf&v}29HqtlKE7QI6^uJ!J%I5$8

literal 94541
zcmeFZ`9GBH{{}qveT$GaDuj@P?2)wDvWBq~*|KkA-w7c}vSle`Y$3a`Ye+&9V;y^z
z!H}$DdCuYfe4qc|`RSS0CHJeC>pIW#y&Ui3IOdMg(bAx!=Aec^AawWd-FXawkij4j
z5-Un_@HbFmlsWiD{`8^79q=8z_SG7L!8a<`drv$d5bkKg7g6HErVRvg5pw^|ZGBkg
z>ZEU`wJlWqxPR1Ps<8pyXxn3*QIZ__no*VVA-@?VF)_8DjV>vZ{$5NhwfUy`CbbZo
z`RAOAOpN*xjFiQz_q&_5cARQHn8O{H$BMPG7WR*HZ}sbMV-zQ$D8=ku?9dNSqoG^<
zMIUq&v-gJ=bt4#w@BH8E>%!-7a|qM_y-Mjw%=!QK%DWazB>sQ@G|1W&lKS$0FT1#>
ztq=d-w^6@7edT|@#y^(FzH#pVe$Ppl78dirUwc_2MBem&zjnuz<^R7O*qZ+jHZz~W
zj|l8LXa4V{=`yt|3Q5J!nttDz{A$%mY?U3AWDF^!i+1a|dNnhhUQL%AVRCkuc|*?#
zr#$|k<Ez^df_ZNYq2YD{^Hop05KplQkNdW9@X%-Gw<j#z=-%0(ehp&bi(vo94;GbR
zH158UmccN4LxxwS+NN}w9iBJ6fWNybC@#+_pWNnU&UY3gg9oQKF~vZmAHZ-%JgrHO
znPZ7dwo^2TE<*M^&j<heRkblJq8<5to&4;v<U$GImUnH<qn4{Px_L{8%ZJ<I=ZE`#
z<+lXmv=3L*De)tA|3#Ug03qPMUZElinD<Yd(Np$67+G2)uXD8}wt!)6UQ)!z-y-_&
zLELmG5D<R;yz0H*+S%=eK|4}!>1ch3rb9p491bty?vA@luV4P}eH}ZgK&Fhj2mM>3
z#T@K6O1r!Id_Y??(C`MWk!5(+>_<TUdNEhmko9^q{ae1L5m=IV@$~8Cdd?o6a1vd?
zyEoouWcA4}-?;y`F!<=)Vd9pC^uk+J$Szk}7Xxq4%npgVf)Z5CG4$%}qu+^f-h!J=
zsOXKqfgjlu4rFWs&mP9}sU_i<OuysHrV>w@90M*c^2AeYeB5nj<jbzHTC_8zZ}!{O
z4cK`{B5U@dY^4I6#EOR`Y>}qFwX2bt^Q-EA`<f(iy03GVxuI+)liEa{f@Tym{pLaR
zn4lqhPWM$_g*P1(E&=S!Ri$%E!`0w0Lya=y24R-mhIh{%MNrte68xv>H(M7aN<MP7
zb#JsQq^7Ew#_kFI@m|Z$oRdYJKeQbR+1m-%gDoRn+8KCyN_#iY3dB-pC!xmFkfOXd
z`zQp+5wt&kKbrWfZ#9`<<lwmx72M2iQSaY0zTKDrzeeMNZ=c-z(MK`7+j__JJ!7kN
zedPEDv8N4VJWI;#r$<^!;f&A(Pt#ti&8Fix9&Sz!nf7PUoQbrh<K1-wZ_%=oHoiIH
zS&EOOqfS@)x29nwPu#NAj*|I9ddIX=jrsiH<~Dw_+u9&#Ee}c+Fz>}?=^`!HnsWB;
z+=8I8**&Z~TAs~Gy*TMTy@!4(Pwax9RYbN=(tQ%5Rysr=T{{B9vqJ<p-bM=+@8t(K
zRf|uMh2W9Bup#9`E()4>qS9A{#V_p<_Fk@sa<G(4*4S>kqDYvYEyK=J>s8N4zJh|_
z+Y6sMx&%1>Y%1FF;%Auao^glGrZB2Ps5b;H{28?uu^H}KdCYwv0vLMT*qTa*+%}HO
zmFs#$PLI}vx5VxuzZ?~psMJOlMWHJerM{|cV*X|2A}7uClSXFPF~+KC^^obZS~F3J
zryE6_;IQXp?o;N)_^#o9BN_t5d;hevqln3#e)PNW=bQ@2>_TwYll`4V)hCP17J1B1
z%ErE_F{fO?d5nkhb8vH7@dhghfLrI4Mk=?RV{+0{g~%wTA(ap3uTJ=W`MP@KF(loL
zACMw^9iwG<+C{{<I^->2<UhObNLy9+7E6`h7SGkLAAPd*?BuU$Vk`H+Pc0uF(V1}u
zt=aQzuju9v?{I2ThH4dFQhtQ$L}+{$fpJM(AAibr+OeE&5t>d-?xlPICD#tMy5*R|
zbRHLZVv9x};;Fjeb1p&aJWad#{uD|>!!=o<AA-x?Ro84!czynAKSUe1kLOj6bli=1
zi%qRj;3F074YN;|(9}B)DuYs;R3d-rlQrt)#v2O|qF^wJ&<MZw1>oDR9u5YtX>7^L
zKP75)BU9Sl3g261zOnba+#;-sTy~UIO6qqebD_wH4yhSB5?)sJ^O&ZV8<TUsbmAH6
zCb)M*ua+jA-_<)JH3QaVHcuuKmTf+@D=9eIvh4Ce1N1tI`+N8;?XdOMgd@$<Yy+uc
z$GHy@U?bN>xnUit_}XRq<_S!s%)d9EgoaGdYAS59Eqqq$yR7>sI!)B{)_x9Fj<(}9
zZ-dgwm72kd&2SBOosd2U4D`3mdbV}zL&1`ItFqmSHxfo@ue|^z!gUn1KQ)I8x*2H{
z@R#*B+uli%^+@!|7JN&3_VH=XN^^l0p64`c;iCAJZ>Fr!Y7DmJ<uj{{@xCQCkuvgS
z>z_N6t-wBS()pQG-rR;|2HnA{uEvakTM6NY#W!)@1_m}uSTe0zZg>vjn?v-r_g1oF
zG47&?i+Nv|OiE*Vj~RIKT|Ax`s%Z+N_UYGQpYq=|*xTadY46ki1KL+q!ECyR<leMM
zznV0wG4A0d!tRW*oSuJZ#)s}XahCvCM?Y#sb}znvDiVjl3tQ*)`k0ixo0F9saH<_&
z@=S2D_I^H=I8HI;41tU!Q(t7FYIEZ<9&XQQsV@^Lq*qk-m#uyB&}<lVrh12rTvjJ|
zz16ydfCs{UAERP~k`gKwO2(wo&NfWdu@tO5t(<88Y0Vf_(~y4t^r)B#s4DMT8L0S^
zC%(#tuM<o9_gA=^c13pQXj=9&=P;joYn;B0JKd^Ab4LC28nmOdP-sS#X2c;?mptVt
z$;0nmJ|{s-QsdN7<K!vFJyJv0TRAOzglf?E9%nIik*iyVedAZu%33ef={<Hx1e_YU
zKEoT}5<XXhpj}1F8x34>gyXUsAV4!GH{N~Bv-eIfoLymC$z%bJCzpdZ+bhm1-=!oP
zufYp=I{7baK{Zi~l%(L=_?vV+U`bF<$mwsj*gRQb*K~szM?5*WSk!Mzu-}p8x+|RW
zhO_)u!le%L-pbc5JRGa-i|<AI%imozDUOs@@qqe_B8%X{Y7^C3e@=m6){oQ2u%h@&
zcepq?r^E7MjI@05<5V!0__z!;6e=6BiHTi{tS_+tnPHdJD?v+2OaxX$N*wCT*YEhD
znmHS>-`Ze~bXa>tx-oGhYS6iQ{&F58ao=-haKYjHjFcC-=zEoP)OB<0ImUK!Y7MbQ
zGTND%SUc>}5i%X4<8#HT%&2O>w7ON|6x5!T-?4Tj|K3nd25&`;2buvVGxlbUE-bAT
zP@F%>WIi#kx-KiNXX@W!k=<z!?vzL-c76SW45L+5A@+!=MYZA~)vD3AGw-kslK;G*
zY_WOWbi<y|Xye<EnlyI!p!=VwdQ7=U(UT1Uk45K@Z^}NWEfX6DK=vT3&6t>TfTeqm
z<K7B1db0_7do;Ikf;5|L-mk^afL!Dz2gB?&qfEIkS20j3-m)?K9AnY%<-Rx1y|d||
zH&2x5dhvvnMLpC)zCr+YDd?D81^Lf8q-HFgOcQl*;7->OQii4VIECTTL?_QR?tE3B
zbjx{Z;veEtVHA>)E&Q}WM^z=8_ct6)o!u`e?-{5x1t)>#aLR3KA)DvEL+ds}@6W^6
zw(DXIeEU;qj2;Wc@)xqG<-T6UR6B91Qr6$n7kDvU(Nw>THUII`+I8Sz4pF73qvlPT
z%pa$dfm{Wlzm4TND;smH5|d6-PR}e0h>c!InykW*W>4W#LlfBs<Pu1bZq~-wz`n-7
zio|-Qjal6$JZJR9&OZh>oAxWOH*I9<+NG0&nqfDNuivf4V4Z8n?W8#Ds!e3Cakpzm
zuVj3kUC2s`q4lHsdcUb>0t1gs85aGwv*71->A&@Bah;Zi&&a~!aC2hF^u3{PH2h3L
zvBYREt8@XAQbP;Z#y1!3Z|=lLY+#D-ZVqNUX{mQ@X~)g=2f6Vcep@k@HZV{ZVo?=h
z31cJ{|BT&3H`+?ur4)M{xRMrqaT(~%p_8b6ZdILJk1(KV_{n?zblbH&4~wz@(&rGb
zCP$D$S_em2SGKpa9~iLYyGVMkBToXHiLZ@!O`QaA=!C>`EFfMOk@CVe*&jqINT&U$
z<ZQckSC_@C!iUtVB_Zlot3$kP({#xUoig%KUuPD@Lm0nN2dGZfHIWHx{7b0oEIR;~
zv$L(fnwy=xzsL4@KPR7xZ(25Cwbk6IuYID&tV2TDYUnfozhX|4QMbD0=F$}igd?k~
z<FfdtEYoLS2BLj<an}(B6dqK3I-;zb4S{O+$h-pf3X>()7Su|I8g^DmF&+y-w9rWV
z^!I6Lx1}?ndZ`kSJ+JfPQ!=sT7{%tFB2a{pxoiU;GRw((W2iB4HVQAe(LMjY;74FX
zEL&Den`3r0iBWcPWQ|JyW{(ynpUkG|nsr&8kYx9Ekj?wk8S`u4S?o;o31>s2^5B%w
z9Rpraat(8h#k<>{!wxrZ-8`JVF<bWnN8fakkvJFnabZq=<3@7pW=`l-usN$yHWRKm
zRYH@w-psj=ubh#%TuJ8oM#%2O3&tmtcN!<}USu>*eP(FNs<b~>xZzUEd$-r!aC;<S
zZ5Gd<JxBNgdx@)mE^h8S!>%=)j>dq<Qt_#_Dq~xcJPYr!|2EO;WDHI`oMA!25r20I
zt#1%nh8>V{8ni&mk&VBQzAi5>qO6_&c!W7_28-ipH^M2!ww(0nv5VhCd#>h`&7eP2
zakk*|ZVbR#29`Z@gs4Hg&T7Y8b`eN^GIUeF*x-?-Cf|hp%;+<s3B^%!6h~t34Wb>+
z?3=Wx7tj3sINB^3W9|?KwFLJ?9|3?(Xp^c%gUcW0WC_S`{iKe;qIrw*cn9EEBVo?~
z3WYY`<a$s-;ADh`(i=SwiWVc91{92G^0Ns_@Pc~D?oSyoLS4n|iTh0d5u^byItc$)
zG-x~TADkD>Ni5Dv+Mh+d?kV>^J^hVd^`IR~kv<%!R3oy{q2a!_JN}`aJG$6z{9((F
zqS&yiC=%GDjsM0&Hr!jz#3%0}i;Aw^x_Key&cF-lg+=iE9UUFLQB9?WG|9=ypV3(N
z$>f`yEhm!~Mo8E@npa-2DE<2db<I5Hnbr}CfGIS?bI{(TO0c<(z1nex@?A+HNK!~b
zV#_hVnTM9QT0+a{u)ic4?-FqeR<xYYa=)c%)5>gjOAV~#_;`D9?z`TcD;GtLQ?G^5
zIg@Kh?4P0Sbxtke6zUM?k@M7%5|WaY(*?GwlnR@j%%5dUWOZr=cCJXEJauK9M#@x1
z3ZGr(QF&17YGS6|S#D)*ZEX&{{c%u5DLXY=F!}!5UYiTQ$-{43OQw;j)o2xln~6oc
z*H6gA7h&b1qM|n91=II3a7x}2{eupjYUItk>x<7Wv#OLDs^vdUlex-49r^l^Kx&|A
zaIgDDnfPQJud+0WI+65BA(esd2D*GSTE?uw@tM|_+f5R+wc@p?<q|tdBLf5WsOv5y
zQc?A1InHP(#mMBOo0=sjwGm>Z8zR!rp~f$zO#2Vxhv7UZlP2|svXx=;P|G>y<-M*y
zXabQ)WUkQnrmL1{uR(|EoYt<<4x&u2;j0__0b2<crG~n~DG*OVr$zFn8CUi-Z_a8H
zI*3j=I!UWgSBT|egi7(y8!tNZz31c7)RDyCdVwE#TLOpQ%YV#%;X-H`7KVS>3Q+qV
zF1pZY^Hq6#n6uDvZTV#MAdC^h7}o{DSf_YMr_^x41LO^O0_y>6Bo-9KX`hw}I-k&Z
z8lOfa>s~T;_fk$VY`aTddi@SE*GICp*1;+tR9?OM)w9IR8=560^j8C?C$OF9pqB}O
zhsl+W)h?GK`dgM&?|dA*8Tq&j+wPXBPGVWUTVr0{Q7H<UR1xKf7kd&v;9RR)q<=9Y
zq<>LOIK|`(xhiF-YA(dUfQgb+LRz|Jnxn9=aB$fZ;;A;JBlKHll#@RCx|CFed;Kdj
zF$$E_f)mD1Lqmg!mK>ijS;^J3S>-dm-cdDT7yPfCyKZOI8SQ-9NZw4{Kzr$eO)WLV
ztKL`FWu%Wzx_9{?4094VcWG~;pTT)A-G3P#R^BvM4;x;eFZkdi#uu^rbe+!AXgm!Y
z*+6sDL2^2i4mzBc%680tzW*ke^vJ!BmFpZ>$`xeDa!ifDt};?b4sVyv=Rdwb%wJa)
zXDvx(V6aHmfe^PHayZ}j+~;GptL!T~sfMLZgpQsr%dLu)K$z7RY=aO>Lm)CX?_!pg
znt{RmmM<kAYvzbP3mM4ROP4Oay!(+xNl=xNOHM9wH*o9z#4Yn^VlrYZzOv+ME8hGo
zv-l`yw$J#)7qlA}sA9hzs(sPtz{4aWH<JZpVdHG;J3Ef!`p;r662kuy>qI6M8j~Ig
z+V@aIJt9=hk@Ylx?Jk|IZvB=*96D%aI5bm!1-&6&&Y>>Jv66uqlA=qxM>=Td*;cz-
zeitNAh4I_$LX`a-{v_Yst#*s?8mlL)^gIeeg?7<VQD7dj9G7PG>v5FM2t?J#Y4ZEX
zaZ6=reuh&U7$iLs06$9|8I~zFET!pP_+0V=Egju8jwR3ug;PLi0synMJHOfG|9rT5
z-BOCDQ!se#=_)5x?x0=H=!>19yZ=_``~gtNe|)>t5bOW*5yjqiaPYZ(KiebL`Ufuc
zPZ^Z<zHdp-kI*;)oF;*$@dShQ=|K71iZD=iA@)6dW^J|SQ(NZb@L7w`H+%7q-SY-<
zySro!;2an!OMKzAV5;&vFjjWrPg3DedYwI9*4p`kX5l$S!5Wwp*{Si2yHs3Co{aBo
z+9YT*-M(Gez#l=rSaO4~f6d%(E?dhkPP=muiJ;O(d+|lQ)@v-%r&h`?FQ<R%tnG?0
zN3O1x1e8gp(em`wZia%1>r(QNfufNIDC07UyDW!o;;U;J-se?wP|Kp6I|l(u5gk@w
zXasvWdOKhedSmZUG2_IxG!-tiH^bXRpcoUevKVFZe}>mYcLM%BW>JsYGk=ZU+Gqc7
z>8+>7J4?^XL7;}h7V0<~Mh(huM0M1yZ~M=TOy1WzoyHke$=@S9p{WK`B55ntqBJNJ
z%H2<ri~iD0sR;kXx0{IQ0ylgpKTmd9oA;u{m)s)RYq`%Xh7%ok3O3&K{tSnU@idRt
z#DCOCBwixV7=2MAPP%>+2ylQ>wniZ;6x-mQ&L+!xSOlkTnNluy@masc8BY#+d7jYA
zuBU(Nb@k6H`{qSpo#n&8-BJU~{K)9&(3wmfoMKvYc_^QYT;>X-+s(G|cS+*!J{xpJ
zoz5@%83I9@RrtXr*^HgV7uQ=3SD|}LSTW<xqeNRtG>yltv@<?kP?$hij<=?+%f8wT
zKFW<(P9omZKR<Pd5OLeNr?1uGcb-f|=8+zYO`GOGQxV2aDpp76>-1GKbl30SZxssQ
zcvsXQy^_b)Z7wlsBgDK1@+k~SqlE-)UG6o;f7E;u*RO*qFIR}#dwt@Tc#bz0MO9Um
z5DPT`(UQ~K4fd#IDbe0Hfz7Iv>`@h#-B>4%MX!m2fM)gVxWWRFx@}iFe4(kViN|%6
z>-0|3i|9bPolk0YFrRZqnMx6hs|h*Mrf-ql+}u!I_GQf->5M-04vdSk;Wv$7xr)^a
z>2zYUsIut~42Q&dq5CJs(_Vje$Qwk`evnDHY~A>8J{&Y`Jta37iT7IR7-k;&aACgm
zmA|z;UJMt%MdngB`{;=c=rIU$je4^WGUt~y<^8y85mK6JQXJ}194Vo2M&f!ideD_1
zt~hI&>^d8c=!eA&-iu?kml9h1w)g8?jh<qhB2|gD{kS2od#tUeR~p3NL&Bg>rS}!k
z+V~5`g|}V&_U)S`J30942l;QB-rc(#cJDGjKGbO(gh{m1xH~Z{SIbJf-Yg2+@I|!P
zG<0T*B%R@%2;+bOspok(ynBVBTpmr6T{SA&J|iKeY3il}w!_b=ob7ANVn(#<iS@I{
z{+)05Zmd|Vqc{&X<2!WOS}dfwum6A9VEB!&2^p?tp~}rc%4IE!LM%dzSgtL2Y}l^(
z%~;3&`>F;8)>Wg;%_e-L@F6%YyP~;xDI5+Cl7`$hSBEm`-n=n1L}Wv|wtu=9PlNTN
zONUQ0Sh%wW;mHbbuTgESY|BwcuGi-c3IQNO=-&N{y5;DFbVT1*@E7yr$D!-<i{0In
zV9?KhoHW@00R<a0CV)%b>$yxySwoziy1+j}eqhN!7y-<-;Qr)8hXieeD&Jl}^Of?!
zjLvNyX8LFXlAxc)O!>F`q?1K_snsc(*+0S2%hKpSrTso+E3mO>gfrd=G6$21N~)FE
zX(w}HJH={Dd?ATP({2HOk=mtLw~iogUi<>h7x63eQe|L|ttBZ*i34}Rw7uYd0YDIh
z_;on^yZz+dk9^?|6Ej=&Jr9SpZC(5CkYJS(4u5Q#Z<TQGbvuejlzFKsA>AaDl*Dia
z_8jmb2aD|pD|SG$u=DUl^)H6c$-d9bd^_W!z@s6VMmmtybS*V;dr{yV)h#+&Pc`J=
z;NX>xvByOb4%M-DKN4x8K%hJ>Vv*9!U?Z1LK<%3O8!!=I3~NcRakpwl+j2vKJiXDz
zusEhA@7arYxvvwjQ=W!XXjW<ug!w6-$Dg<6u%G1&D4Jd!mT83eEgFE;B9!q5;p`UC
z4&lAp4`(iwH!?Qr@yR9t1Su$Q=TXm9Ir_q)yBIDEZvC`^{riF>AY~#LU7>6#56IFB
z_>%5{cHIj>NofLZ>3vNc!?7oM;(Rt$FdCnIG5Zz<y`H6l^xlk-F{52eizP8I0Qdty
zElc*OfS0wm&7?EbCD`94XM=aj(z=w|O9TOkm^c&?)^_n+3~2=8XMJHvNLtzjO1}9{
z54kLJ?{nzlB7ma-Bmlp{lPJz%xI^9?WtC%C4Cu7FG7*yHg=0-LP28g2w55Fyl1{b4
z{^KR7PkC+4bOZkj`kp8P9U}ej@CItH?ZoH&@%FIV-fAC(?q?qoJ@sX+{j$zwHKL~F
zH&$l;ZS<e?Cbdj7Q2?NaodPZ!+x3apY)j-HmpwT)VO*fFRZ6$Iak0dyvqyzmOU8hi
zAtr|EGdwDB%3OhU-T8~lT6ViJ|4Zedo;3H_njweVlzf6lYPpP2(a}uc_yQgV1BOe1
zC-t^-u1@RHl8`4<gMV=C;9AOqzjYA8ZCz!X=Es`i+nbP|;llFXY;&3z;>qun<29h4
zqT1o`b}#6KSurWH7f*)6_%`&tf};P%wEjgVX(55SL0|{@^FmJ<WKA+!IvlKRc`tr3
zD;8k<a2H&5C(tc)9YlGCv(oA3zTZIA?Hr0$I*`N?OL2HzPNurR<9F2Pp@w-R5N;_U
zi+dksbuqc8RZ8>6&!69W^m{9<1xx!EI~W*zT(L06BgYHxHu`0_Th~=6*yxKTC;lBc
zAisSBv&Dj!xIof9&%(s)(dlAiQT~iRRb7@l{7knHG?rbQA=_HG6~EnlzxtRdb8xQb
zV!G2`IaCXm+tgz>Ri`nK5!IlsMa&~Q6wkkNrzq_udBW)#E}{(xngZdAlIYPpQ(65N
zIln3`$HdZyo^&1wdtW)Mn=V1ke{#spAxs_cP<`PmiS;_&@;7c&*>%%+7CxvNEtya#
zK`nRF{SfHY3^=GsbFOLZ>D%CK^rb%8_)8lWMa~CEK?o>dzn1^S@{|ivgM+(%>lW4N
z)S^?Q4|4Ez|Dugzm{GL^7{2i@+2+Wa%CO%XUSh^xrhs<-dB_10Vp3XTjR;55<egVf
z;!Q7Tb4v{vY4z0l9eG-bn4I_tEm@FBoyhxg_(+lhYrB?ak$VTg><baLAUKZd%~eL^
zkBZ>%5=Xn*amjhjLR6d~qfl%Zh&PpsApmH6SJ|B6De3SeuUfP%TA1e4uGuJC#6^vd
z?dSZ@3xI6^iK|LEQgf})Hg#@D_s5SPkdRd#FjwoakX0Ddf<zi}@alge+(R`L3ETDH
z(lE3rk)FOuO9Dzgz#0j2Ic8#)Sg6~)pd&StM(F847+N_sirM3_^z35d_0u`<&S3_S
zEbeQey)JBw)m&2pG!U3I*s^BH8bY0<GrE5Kc(s~#jfEQW#k&8+X=?*p1T@3x0ySjI
zg$a|ZkmhX|9WJ<!vgA1(7#LK1V!bOM-hAK*z}R1HqN%lc_oMD-c<juK6(DR`sLA#N
zSmV@%VkL3Dl}?;BlXUust0p-udABKv_&S?hy`5bh(*+2<Yx!A4_4bee@k6v6?ROp6
zLiPEx2Od99;LelHaBo*85=LMO34REA2;c>_3SgnmlxaQI2dbEW=JC-6oo>@|w9QLu
zh>UiFt4w2RZZt$khI?YKmBkz(j`$P826@wS8QiJF81%;xgul#TkTS&5&W=)*^45h(
z&L|o_z-zB;H_$p<>s=|^OjD_o`3<$Z@io#eeb}d|OCa>TdMF(3exnAH1Jn4|iFa!&
zEM|WwYDS@Y`k<bYw>FQz0qHXXE;GF?prMFiarrnH0<dINS$)%Mne6_LqpMnTtkh(b
zd<Uw(42!R*X+mBinfHEnPz>YW49^pIv8abW-}@0?#xioCRN}7<Sk#q<-M9eZf8jj<
z*HRpG09n@)naFZQ6?n;qWb_HhWv$<ZVV+58Cg*NCkcHp=YI4n&8-z+jnHoxJ|7LHc
z<rCINsJCc{3VHKlLW$TCh8FMLnOh`sf?+&svPOg^tL2VhuJ<4@hk*VUXk{(RnjzCg
z!!`cm2aPX+%7Bj)q!&Ph$p{r62e0Ab>rb4Wengi3LPXmR){q4#@ycb<b0GmP+7d8F
z+#jz`q0G{v=z7XTV5Tk9bzPSR_y_}7e;T7|R1xUWAXZ`vKK@>cY6~)Gb@Ajy;f-D9
zZWtKkV&wqFF0c>eMbr|tc6LUXrLxJ%aL^gQtF~Np76<QSA`tcBccNLJ!up~w!YpWP
zASYGjZ1YtK0=VZJQ-?6NrKyr$8eg{bS+WB`Ux3>o1g3n2Nc_=1{L#Ha)ZVh9hRk&A
z@HcO=^;^cRX>JDO**9+70E3ZaXSI{Rd3<D{VR6s6lxDaUyJRcKiI;cy15vGQI+TfA
zAG)A(UJ7q;({@95>nDR(@91=_NARYuCd{R8MQvoFPy_m2>Uv#(N11f)kkTBfiGPsK
zFBp-!q9IL764b&AE~RV+kjJRy=@rENfc+24HvNrH$|hyxmad!~NERc3jLn+&6V&&g
z`Y`2~uh;a!Q;tqu*E$%tw<inQ&qYSS<pbaYih}kcC)WQua=E!sP@+Lbpu-;N2FCk$
zfo235qO8^}9S;9{pa}Y40g2g(3cW?MBQf(rz9ZZBYZMEH%=p6ey7h#sudal_P#)TC
z<rYEI{Kv<suH{eL@EZc&isnucHcu*dZW|0WOQ3PPy|`jF^3(@c-WSBMtx?VP?uwpp
zIY(7#Jd?HcbmIK>U!{~eizmz<6Z3^uRYa9XA<VIw<6KPV8|0%xlzYcbFoTav>l<{9
zjJ&61DijvHs~9dg^(8gaZfAwbub6RcO&Sb#h#D}InbzhAeG#S6)6<(Yq2Svn)rj2-
zR#tlX_+wSUw&pui0%sPbeY9$S*fvx+$JVdew&H1-{-@G_Mk!l6hyi4G<>+b{XBiM0
zO-cm>-$XKk(%ii#Y9@8A^$6vNB{tW_)vZXC<Z+~(aSNuWHWVPU71)0d8jURQV2+8%
ze6d{sLnNTPz*xKQFMiKiIs^PbY+lajle%?F9eAHJ@&!moY=e%$`DITNts3FjUu;1j
zXn$k9e6!Tl)B-cU?*}MdPQK6ezI(1b$dko~cP)DfTKoXjZZWaP-t22ZiVNPP|D?KQ
z@$;sp+C|3KsQUB*D|h#Es+6(`H*o&8r{yv8H>+y5y(M6VfF8HgtFiHulm51D$cLF}
zO)o>~SR*r8>G#RZr)Q8ALWm$HAUxT7cWC0)@E#YULII}(VCpHyl$tpUqWXPS)+x9v
zZz%g{CZ<LidWXLvPi(YrUh}J8U?YgqggH^!<*{W?9U+$aMNm=ztAaWDTM#>SJVrF{
z;FvK6{jR71SiE5F)+vNL!%vQw?V)S`wD|qOumh@S$=C*5#-W;HZ0%Wcy}3_$fjwoU
zs(VMxV&;Xma<iv1BD;@D@YN;1PlASg2Zorj{dA`fKX~z)qMthGwUG<bCR?3zZu@wL
z>IS=OA@=E#hySF_IeB>A)fx$(2b}7iBf;U88+QXHElts0Al05%#Q<pc_Q4fTIV7<O
z!1gz8T#|PNW8CAS-%WFhH}#NMrNHs1h{g}9sCHc79Ha09_8#lU<drlrT@8rpGAw^~
z|FeJquKfV>s74G6PzeB+1TL@_;Lm5zp0RUqv|BX&4OqQk5|CUI|1W_pGhs1PTI#jO
ze;faqu<^Q6o$HT@%KI0SGZK9Dnmho{03h;(W4{?&{-mXhy;6N)cIp!J`I1Br?H>NL
zN9`c9mY?=k0;&_>mYC&b``->XA8Bj%F7`;gYTg*r`<wwoEv|R2a^Ss<K8{sx6a?2Z
z*RT9Ksv|&!c$3m7uyDiT@z9B7&v|Q?%jbY3`xe#s@#9A@$-LA1aa*k`+Ps;9@0mw%
zMBU$4QpX!tY@JqaojLMqh)>N?vsC7m%U8|$NS{A{J}o=x3>828*Wkz;L;9xYQ`5<k
zCHZZ(6so!bFK+Oz_XLt9Xw|%ji6>XWHaFb>vc8b;Tr$l!u%?U=)*n0(-ShX46Mt%P
z%_dMAcoXDXxN1jVJaurO26+s*D46K4h5?hb%EkXkR5`iWM*=AH$JGWgFj9I)gr49l
zCpR23ww`rHHlEunlrblUKD+rJw`nFg?EefnZZ3l0W>gvSlt7j7{r<%$A$3`mJgPnD
zpW(v6Q4p9tL7N2BCfFL7f>;N%{JRQD3XI9VGlgu7{Xc&`ow{d-Ds#I<1nnx50N{|w
zGu-)ffCD8XWWB%vv+X6v4aSA16)*2yCWfK`ziXK;(Cm)8?CcA#TSmJAYUy}wrvtWi
z-hWz_9?Z}V)g~5pI44%yC#<K6kGq@<5TJPyFR|19l&_hS?Ot&Idmui>)V4U~ejT%k
zW5}B@JGp8@76REgyb-;*ETcpN{4&;jr{jPL<w?z*JD%s{feA>SL2G8Xka{He>#OwT
zAC1~0<#SCH>}9fnlqYjdOqq%tYG6LC8U^#|Z2aAiLaDv(9KW%X&=MMHo<wE6P@Q%#
zDk(tC8cZy2DEJ$ZB1npWzT<2%UIS(uz<mP2cup2{K2T)=7Xla)mD=`pL)w6Y;iB7S
z#5oY&qvK~VjF>WQ?Il4kMO8{lK1N#d1*ZageimxJv`63RHvhPDQ2_Q0@E`u^w#_Yt
zq~Uu%amY>olOSHe(fW&~KnorB5o}qZJ{DD}8St|vaqTvf$H|TcAi2^-ND2NqrK76C
z#@q?vEP2)r7Yi>rG48<udmj>L%M=6P&;tpx7`^yZ3xM+*J-iCB{TRePs>~zs-;nK$
z&0-=LcmVD>ZMHzewV{jL_18pwNb_UeA|Ax@7R|)r7k!vr3ThSP!)q1r#^PTJ?A_Ne
ze#Jw=VEt1#<oaYI6Q!uxOQ4{;*JoxD4@=RdJ-VxPlO$w~I$(LHV{a)~Il<3=IW{q+
z&eE3aWYJ)8t{ob)fO~X?J>C%dhUYn7Pk1cD#Ku5+*kt`ro|su5aqYR)uMEJC0IDYh
zj9GX;KQ{hT(h7`{u(F8S$@k&QwCf8(oHsWXEGB87dZ2j&9s$59kcR_6^2j2Be1^-F
zry5cc85mgY9m0CI=Y*sZmFLZFkliDdGCL`#VxlLXZYV1;*nm~jVmiHmnjnyz=JPqS
zee#9$xX%#+c-$=N)+Cx?_!%3S0MqV#|Hm-ALE#Lr|LL&3zf7=bfeCc~6m*bAK+5p@
zw-2{{cq0)Bx8ZOh*wMc3As{>>)NX%zeDxD*nQZFM6f|0;aq`=bAG82WPc*G=?WSyQ
zBRR1(WkUx?i}Z8(wh?$?N&pL4)RQ=S?9&B0pz6BwEahl>k%(4kv<Pf!SCGP+8=<uM
z&~~={MKEKrJ-`Q~{7IA%jIw_JK4-3Qb8;p_n^bBW_)>d&mTjQuq`v3)^(uDc`MNnv
zswu>Y#JZgRx7^B@nuVW@Q?9=g1LbF7>&t4eW#3C9S#oZ2Y5!F>YHxzs#RCYDzzX*g
z7$cj;lNu5t825H5ie>d{HkykofgTkX)d(UQ;Pb~t-51X<kw?3<xXU=F!8rC04qS$-
zGjE`Xnr0_hN`6+vQt^>KLIG6dUUf6OKN_X2%nih^Q@HnW$RT&g0ni*^=))KEUHSR7
z-Z`itf~M*cq@m4Oloc?ODaqY{x95n@dt9VK848G_++04$YrZD7b&jae7t)P(g@4Te
zKNpLN{vv2MTblamA}Qkon}M&SkH*zU3i;0O@U1Q;@|{gZ$hhDt;BxwA#<vk|5eSi)
zkQqE`mus<AgM<)INMqWggWe$veO6m_;4LykHBLaU0i3{&0hwKT6o3Mra`AvQZo#Jr
zVgA+2=c<Gn<08dWbRlX68-?OyMA^9=wo70ZO_&4J$rHr%5!{{w=+LM}uvl=N_8r6G
z$mr+vPJ0bT4k!8q#|=k3KTl$>Wo;_k1~Gw{1#-j?3x+cQ1VZJgD4;)w_9Gep;+@##
zD&4dePn8ZPC(=`@dt~Z(m$`1HnM%lb_r>meTlxU>Ao=mEY2s|MOA}XY9(W4S)>)_{
zo9RaM3D%4DjSY#X74I|m5DqvAj7MME-X25t#OIU;)D6|ZE}RFgn|><=XaP{rL8r(Q
z0uB*b_jyWvgB0ExCqj=0khsG5k+Wn0L0}Il<CInKpMA8!lXmmEbPY*EGfbiwD+dA+
zl=cY5?!_&;+C;BKa$+J{28MFE39<pUKjoi>L(jO5;WNH!8-?83LuM<GS(0>2-fG^y
zN0mBtz+&!(kpOLNY^^4f)ZkPr1L}61*4t+M3gUfH`rh9xjW0<>Um+VB;-hi3h`k@a
zwE!;wTG3MCC1{Z-DXa8?%->GH;3CBVTwpJebAaxIgf!TH9Ojw+<KXetiOm3Y+aU%F
zw}Afxj|*yta7rxgB!E4@HIkRY*}Ggiv(fH)n&$i_!KajJ?p@@!>>#I;KiS4a#|Qq}
zPg4!m6kJ7HxA8|{t^f_5hP?6b4E2Uli>DGl5%);|DwK}O_dMC2MY$|P%Vv|}ma_+x
zt=>$_`IwcKyy6*>o=ee>1)%0~lGjI#p(+rtz17UNFe7+|^kb{3H@lnr4Ye{Envh9L
z>7;v>Fc_?F1`ypvPFe(@3SLfJr*SZ#e6$KF5MEor)nQ0M+&6!13G*?37Xdh|fdNJW
z!GrmOYY+o##B4WRU!^5E*`<gcsGRgNHRu04^RfIEZ_5{##lw6WpwV6w)b@fRL7aew
zY{d@HxhmzIkGep51oVo`vkZWKE2@LAX5wYWa@=gHKgR!QQHFZT1)9x>wGw>YgreBj
zeoDU=Wk`dn*cQJw2@NAAQ<nSPiEFZC*!j>*)6l%}Fy6>_+Tfz6Tvl^Yf3X(T?5a#=
zs5VA2CWB!p`_|4_*?rv*qs**M7e&E1{klfCbea3BPM-`#Spn0^7ZJip42EGqQUcPn
z)bQc3rfdQU6zAOiJYB$SH_g(AJA7&T+@|=kq<Dl%z1iLT$3Qn9kfLiS>%i@PoOHg#
zVuCNQGvA=|lut$fnmLn??uc}pKKA~%BW9Adu=9+rX44efGOn9Xkmk?1kV$;bg{a$&
zlS-@!V*Je4H)f1J#0XM51so?(O}Kw1?|q^$o5cx<K9n<e3u1Mt4-gFVrUULx!y9fJ
z)3-^(Z_6fJ3O6awgFxD6T&ETx^CnK??{0qv_AT@|>5!bVGHmDOri2t(&p`VSAXY%y
z0yGPm44MbEuKv17wTWU`2s*==yx}|}Ql9Rtf!>KDG*IB6ojdNiElvb+ojbnTH1~Z{
z^7mR`@9|SWZnPEc0=eqjw-Aw^n3zI(?P-lft-0nHa(W}~A5vrv&uiI$qXDLZEQ{dv
zM-iC;elEX}e*-H#{d-1%d7hfj`gM^#$BXg1z?0wz5@<{A8RDw7%ZdyObx(|uCMpLm
z3@pS~i_Y<6*w5VgBC@Vlq4OS{k2TN*l*@iKpp8Mb?CH4=Acl7%xUR{(Hob=1Crj`;
zJd5AKZv^_`YrNDW&Rwn#+{TJ(<(uvl_-qd3PkmV1I3SL|IKYb;--Dtf=Va}qGXUxM
z*8}M`Z3I>DXRnhzACf0TNbjyW*9hY5f~Q5db;T8&Ya1s!0eU#ISELv8%w0*oe__Ip
zH#X1G-Tkq1rL>fkRJr#>7V4SU8yXuUKia%tI|)-{&nB<Vx8L9s9|&~b+7GbE$$F3v
zNKgm_@N*#22wW#YRwBIYXwDvcLdHC5j$Up|@egKGxN^|BwGa+peYV}MTORI{AHfJB
z4iKhAzn^~$y?6N+Q0k+q5WH}Bo{kVG%%{FNrkFbr&+u*_il}2rfjY3V?acPYKApyp
zT_M<oBOAXT!?a=EP~{KBd~y~}QO(s^qVYj3e{BlN;oLA3J`b?^^D3&|%0HSn%J1NI
z-*T3m;Y26V)3VTwy0Hzs;Qg?A(>^f%S|fl!+v|-J>!k7a7qkUjJxK99A;Pq?_yoRX
zfRdVbzjeX#E<Y2P*#Ydo!pjDJskL!Lz`9@g8GF$ehWxv>7^e(%B1Sq6*nXG4&b8G4
zX^HQwO7nyONkkcqFDy1NNFjK|0Ap38?_jXVrrIq>udX}H!gx0B4Spwlj$`aDC|Cri
zdc`%%@fup6#m6i*=G>~dx44P)2r$fniUWEsOo6^b!g73)Zs9@xxx07o{xJ~zah{f(
zh^v?hxYFdkSB-bv5ME>my)Ot)&9-v$8qSlA<id9f!*|a?Fs{pDm*;fZ)58Lk5&`)M
z!e(n97&#;q6hyP5>zhFB2ZeujbFZ>rQ@mV@#8UCUY3cdd>HgOAA9%R*Om33ydz0lL
zjUz(GrzmDL@*jCIhzMX71F#?11Kha4%y}uJPwaxIGzZ<2P2hPc!%AK@k1fLj!UIrw
zTYYp&PUGK-e<sXWI2&4xt^e7*C=z0UCVVo7Y=ABwLH`U=>26iz427aWJOD9qrlE}1
z*C_U=@eHzLIL;&q1I+T~_s~K<=g$EzFsOl(Hx?xz6430RXd~`*xr9qH_kdo-BM3wY
zw3l!8^73-?>xxwSbRbZJDh|pe=r3R-2mY0)oQKPFcM;W)Nt3V#`C%YI_ab6sl>K26
z852~~wPI7DkA5@sR!S%;0`of<Tyo*Upr?aOUtJZAFb;?uw9`LsHYpYJovJ@&ObCrg
z>@?!;jRZeMT)$-Z8JMpDX#}zr=~V*qUd<Sawi$tA<?d=|*r1EC4evjE_)zPc0mQ<z
zv?MDV0P`f%-X>m6dC*&Cl^aq!<Uk;D2qKi}-ZmTE+~MF-7;@yEZ2<{vdz9%_V&b!>
zPgS)9qC2csC+hXIxQvPo-u5o2hnu!ciHmT7V$E4yO8Va?<nsCmAHTEX98EK;GxE}r
zw4wvG0m#?U^xW;8orK99=o@h$K2TCd3fyCy8$hvd_9H#j#`sCp(OyZt3)bD(1~KrH
z^K*0^t)MqPE_$1J*;$Gs&Kv9JM}h%FLV%LE2)_c@<rrg@;Gk{xr^hKiXrA(WDoBgN
zcCpW{z`z&>_FAiu1d6^6)GwgekT^kr5LoHx!&hNkf@>D}-=_raJkIjt=Z_c1zn30s
zJ&d+y#LCjA_X&Ut2#G*zFDNK*-P^Dtpa(#~3Z*=d+}kd&QtW%K7uA-lV`ttK4%pzM
zM)U4*hic$IwHX0YCvc;jwsb&M|7Gub>ekabie-@2WCn!uwjUJpoShu7)sIkjs!i0T
z^X59xABbCOHpQ!zpj|D;-)!ope>3eXQ1Mx&7fjUALuNN&Q`_&rmUoP+T)bGAcdge%
z`jEV#zh36%3-)htN7*xsXSYoV5T{GPPTMgOq2iWr4#Q}DLfNxN0p*vKjtW=;sz$*b
zQ`&Gzmo!}eE$M<11eg(h;qw;`qEvIq66ZAk0%`&>+3E(+Cy=TkKth*Hdqpc2y8a2y
zMm=704cGV@G?(X9SIavxCg{k+8C8L7y6v^Egni4>yqD2`SHW5o*0c?3*4{4{MT$jw
zJmD;WBSA0|@pBRcfBm0&zH*s0`P4k2z>MNj>)2W!KQx}_j8-1}CRg#DBj)8&9Vsnc
zYPNJlM)nT|zpJwTm%}F0E`vFk;9;OqrM!HO3M}eWH;~KHvgo=ke#+N!A#WECh0V!=
z3<S{(QUcV3QzpArg7(ZV)%P647fAZS7t)|r0}hZNP4^KG&`AQP6(I!)4h3NV8Y~bY
zbF$#50itym9?EzF6{_0-#JoT<Xw2QuLtUD&51O#OyR*45DMs8SofnobDs773T_1dp
z4p3s?BLz+b;B^8lSH0Ogy=o9OK%WAk0FW^lSO|iY%sg;Zm%k%g^4@*dYjfJN=}=Pm
zFw<T)T?fyBRar`QVHWJjHxC4#+<$H641N9(hc?YcP{J%c9ek?FLB|J`>1hR}x-KxL
zUYC;_+uaG|i=Ykg4+l0f0Nv(f-6e;MIf0h66=tA`vR(o<CSVt|SqO6)4@4jkVD<pj
z1~8xzj6$q&!1G8nF!{Q~$IlogRlidoS~!K%0NjlP`)XseUX<$I7|txT1;0a5w_axN
zxq5sMGxXP<I%sXy>Ts;fK1VSwoT6}M7e50kKP`Duk2MG%&}aYdD*!NjD#U{`0e!17
z5l!R!F#jCbB`Lp>KOOi0Z*NwJ1oVBE;w_3=g%l(rx>xqGLwlB<{dJaK6+W^d#XluC
zR~`ni$7dTO2F?ogcs##hLnGj0ou~@dW_^RVp0TX_X&nZ>mVgEHE<fuMIUEq+lg>b5
z0<8^b&p-lSb&Fv9;=~CoyI@=bCjlx*(mm@@<Ph*?-zpIzxCVebM=t9w7=x>sc+g&e
z>%1y&jqnS{EI-9vsRHtE>n+x}o|wrl_@$;f-dpaZkx`K+b>fLQ1@qe|6X*cv4i<Kl
z-?*VHe&M#xSKZ>F16Ajisl<wk>zz+4n(xm6%Owz{(dDOR2-RH1=eD-shvu*UTK1gU
z0(EEI@888{PaN$rK8E^-K?Ew6*v#vX1ZKY-wV8>EGW04vTl`navk|F(A^^gBu=9~b
z{=`KQ$I`S`In%r`SSbn+Ay_o%Sc?8T-S!g;T(YhzTIuT;1ZR)+xf-Wk1BHKDhr?K}
z3%~uCYcY#p;0GWxq_%dpt;Pvd1m8#ELS9@N!`ER}UX7Dca5xBz+rZns!vTsSp)z~S
z2y-|qKSrvNQS81la;+PQnA>T&><AB=EMgR!Ol~*uk9O<3b%B&tQ)}+emhbxls__~S
z71pgKaA7b4<_&(Ptw8ksX<8&&GL!(0#h$*krbSzzasm$9skcoq=-=hz{Q?qKGa|B9
zlVCeokME_uUZW4aG5-xcUZ<WT&Ppye@uNLW+1D;F4(g*n1|7~bSiF2`5pDAXG{ee+
z93SRNkRkfQk#<tlP>ZJP_b5X(cmr90@CS!K#bFRzex8b_jQU5D((gLb=VAa<l;VhQ
zwx0ktS#%YRrwCiqO@dYe!5;<PI*;8R0~`q8g=c1FY_e0IRtP1o$tEbQkBk`0gm{y>
z4@m=3NEO1=lJMe3%XEP+=>FswRZ7zE$$_tv&byP^1_n=(a_u?H(CWE5DnR|(9rWS`
z77)-8qM9HBzxnsV%N1jh1#sl~Rd26EMjDR2k#e(_jz4>N(1T|+eu@3G_5Th8p5z7X
zDeCdbiIa?z3DXbpY}u2%)AePbw<du0hy{V199Rxed9EvI*Sok&RoC=QSw%H2&Z8K2
zNq(-fgvkMX=DIU#D=xQh`ahqv?hR1vmF2VO0UN*(|Lvq76NuFCM(-X6XWt0C%MtH4
z?!YPRblv2CUI3r)#)=9$qGTQ7_Z-Bzq{Q~0Uh~S3zA?K;Y%g<J`JzlHjZAJK<o*(4
zn3`MLH|cdce|*{9U#~tb-?06Y>2dOU5%%1`P(*XE#G)UmmI#f1-aLitR%lvU>u+u`
z-{Yi?Z0eajxZ+%fg+DHWWi{sNbZ3NZ?+2`4v3eF3**@2wNU;C@nI*3+8y^6=nL)8Z
zO0Nyjm(vQ0?(pXVsb~i0gy5~a{*s%WT?a5dR_t(nVH5Bg)HK8WDy2XG5ru|^#^JC9
z5_6|LqcX^{=95p*T#mbqe~0b3P{-@zy{<*9m(jZO{uucGBS1E+@3hiD3cm!`*|!|;
zi7<R7yY!y(FAZDbiW7SM*T~37dg$Wu5#B(QHPw;&kZIEM^XCkPKc2f4?G0I9QAa`0
zhGL6y#K8+_gRRc<jw{a}dys`)rlX^~%9ALgi1dQyKfZdNx;MEmVXj-MZ=p&-DaEv0
z;WI_k_Av&;qg2<pF$u7>vCu~&;L!)3W%lXjik+a7U%nry+J@x?AkXk3<H*47uotwi
zzh6dkik_a{!P3&Q%R?k37PRpP`H%HpI<iL{92`hVNK9*PnY>#FRAi@J8PtE$a=0ID
zAlDN#P3M0Y92b22w{T@Bb?rqz&*{1^s}j~-N3eMvEbZ=AUz@vW-JMdrn3XahpMCRM
zhcP`h@aPzpnuD_15Pb4V$z!ppdB6J&e5WUS<?G=4ptUEqOZjY?y|x^1!{YR`v`y7f
zzoT$BGfFcV8JWVaE_Ih*)#m#^Tsj|fXMSrRz)O8l6?gGNQ&Z)xvZB3}O|4%s9U}LW
z?%e^1t4pcCUYL;*cAg1Ld~RIo{7jJ@R+?H`&PzuPWySUNw{T5SR<LbWY=!8<(HFzx
zjk=<&sMgkyzxz!_yRWZ~`=J(j^%``bPWA7ue?8<;!ap=x`i`m(pd&1{CJc-!T5e?`
zflE=@OD@ev_r`Z%9R~jY8qsS84nY{2bAd|P-;l@*KWE39;uie+$AfXsApTy=SU&WP
zCq~~4*LbWDpRVqbF3m;n7!VN9=UQtfCX%HklHBu|5XN<bc3-bb#NXi;W{s1iRg1E+
z1MoUm=iZQm0k}X&7U@3#5wN)BYrt51l{F4?#kIiRZ<}Qk2JB?DARXelkb@HwnQQ`_
zQMpM;OfJ;0OMv6994+~~e;Auni&4+)`}6N-`5O8fg$Jj(Pw}?{wS)dzWxbfCZw2p(
z2x}B!+8}OC?vz=7xDp&N<Gj#Y{jT%^_1-^0@mt#EP1c39&+0iWot=L+-s_Xnj88}q
zJ{Myrp!cgha7XKCZ{Tt7PU_`stEEzHUUcyXxe`l>oSvQ@11z6Ib^5z^@0wntDn%Ez
ze8C4TTc&UZ*I&JQC6sip8@KD|=B5iIi#O?Fcaq<QqdTG*dcB|^SHVYX#5=1+duhVB
zk-E|uDRZ(QO);Nvt*x!G61A9R({f+%aSjtRvw!W59THM<a&Tb$FT$lbjeob6#N_+L
zJ1d#}YHX=-(Zf1-i7N!wVtkJFxu@6&E7dwr+639SESY>2dt~9SV}V#4`NL|*ULQF8
z<f9)ht{?Sb=Fk0KCZz@S_4NhL=qoaL7W;+xw?E#=`2J<~->g?Vh%<tg+=JN|s7hxH
z{rdIh#rTex+znba5Q*TlQXZ(cS?bKV8Uqd8d~ZcI0W?SbQZXY|t|{M)M*@hRF|fFO
z5~B0MHQx<PlXA3^LW<xv%iT$rgj0JfMSB}9*Y5C@VjI3MZdE#&Mp<=(?FQQgDlKyh
z=Ne8Cd?Lzx04tmD0y)Hayr9e7V=Nft7MB*4i#txVwMP&9QFSD&5>|O>nk+;x7oYI_
zUlMK&RlBYYcPRHr8+PNSRzeL__4A-i%M~?K*DjcB*~C{9Ye>EeI-1(Os#jyWOFq1j
z-s`h`B#uzoZX5CARtwCl0TP277w(soef=-s$S<EVH2F}bdHEcOR^XfkYV@zaq-(&%
z%~rB5FIVm|;jgc(l#YHzW58`LTr@mzm1`qy>=yg*ayU_z495V<=bO~^kwOruAWL1o
z*P4|2*?MwmB+S83UE6{9g9DK8=@^%}PTVFh=ZtIuP`8@>&{jvsGW5>t85rX77WdlY
zy(^D4iNQ)+pED9d*SJ7`C|FUp*p%lXw)x`)?t5$oWlBt)<N*ac37wwn`exe7PR9L;
zwq_lHZC-`}Vb}&aS5L$8qu+{h@0@TTQJW+Vvig-xT@ZeWtgNhW`xg<G=o%-N2WTnH
zNL4;MdU|2-!CWuswQJXWy=dRCBqDFh$_jNzynT=le)h^WiuULSM1iXmc&`pMkIJn0
zlj|!tJ{9lKFVzMgm_aKasH``X0Xz1eKYyAe#@sTKSH@F5)J?4ICHkH3+Qj@V8sA={
zc&_b`Xn6f{*CnFKV+!=uY11dAr^#u|OC%0yoojep|Ge0Gl$s)dn&MHKqnTk1lM8+#
z>tIFk#x;eRn6!di1_Z43Cl6JTzHm>C6Ud``muJ1khr=hoeL;CaZ6q&TyQVnEGyy6o
zaJh}vls-cyEDxyO5BB%?)%fy-NNT6z?t~j+QGL-KInA6}_2gZ?wdAtqI<RnQK6(Vw
zwbw24JgRxfVF)Xaq3n<_jA%}nL3QCyaNC0Q^3y1nW>vI;&8K2pLI8%C&*OH$(~n16
z-Af7qQI6}>Rtm)_$QG7kZdBzndfwnd4p{^&zC1>IsZo;$#CAQUj#Q;459a`#S&9Sd
z6+0wBd*vL}{lBUhGv`~~+#DRky9}lWbLEN!v1_oNbwdogmiPUTW@5qiaq5TiRCB4)
z2l;uUqff*q=tzk<czIK&S`Ia;0fE`Ss3*&{GwcdQ(*$v<O;v|Y9W1!VA9X7$nJoF$
ziQEUd!Mt%AN&+C1ASOS(%@8<8hI=b7>P&rPjZkzH5B-ky4s6D2_>*1&63ozZqzw2@
zL1tbP6}|UHa<t@lC5q&rQ2vd!LXo-)+_-dk?ZiEGUAgizTJfeB8mc$}jk97eCU1Gu
zM6<9m<5FsvZ1Y4UY$}i@Ww<HrnxAYMc87_uX*q(R3`0!TGj;{5l?|3wE;RqUcV9ek
zETX+F1O!h4k0RVyv;d|M)c&x0cC+sC)hzP?ie{fj7XEfcipkxH;(MDJ^uk#eez_<;
zdpzTM512nVsXwBtlBPk9IW)f?`=wOsE&*Nr-`(6Ys318D$IHWNlS*OFw{9waorZbQ
zCd>gretBu|V|rGWL51;eznlLyVP+=>D(2um^<}wP$=y+WNBBURgTugwV56tp>--gf
zfIVIV%Dqe*m?wecr9TFXbTM7{UhT|#8pD3)n42IW?;b3OG%Q!FT|e)KN{Tgi-88qU
zdUBpx`w<H;Xr(;3vVRn`y}Mi7(qd6CdN`#JypjA?$$hRZ!IQFa-Mtj2;jC0(`=M6P
zC{tP#?S)8~JV5$om+u~Khpj%YpZMcbd%XsA#A8X=$|ZGB=0n~c%rt);?qQZkzIOJL
zDz%jOG&rbBz*nig;PTZg0nX33xH!-?K>V%Xa7O<Rd;c9z_5c5m<41}z8&+mRB{CAS
zDN0sk@0Go?vr8yKPeS$z+1s&al4Or#k0j&R97pEwc2uwT<@5jV&+p^%cwU}eipS$|
zU$=R^U2j}8Dm}%RYW<4pwAJQ;jgQNAN1F+|Kf4lAlI><6*e{=5>=wOoo_O6y8ut=|
zJ3AIch;AiUMxDj&b5WJOav2|u%X8aa6ncs#oqzL+fPg^d7FA@2scM$W&#L@C+OV{=
z^rIrnM}@Kf;Kzj`^6qHL9yzGX6jU2K$)afjF8A@&1`+k~z;s%V0@cIBs#IEDp5IXJ
zg5<|hDcoCq6LChTc~<MM&2iED5!H-B*N-|6RoTd_N7d4mo|I`}EJ;kMi+7j8Oa+xX
z3ZuFv;|9C*1ykx2#lZ+Nv=J%HJMu2;LcegHd0-i3lBMR6I#Yf)CVnZoPwHuSudaKh
z0{_$8g8%nrl{)F8QsxfK34H<*Ig>XRVUa@~&Q|3^*6vn&uMgALEETkEt7N$~x?EGe
zpwiQ*W3Hd`amg*&NSPMmY^$=7s)Xv0eeZgXQK4H|d(l61%UwVHzi&uY6<UuF{A50y
zBkH|>(i$9YLz=1uq46Zs$d5-m>rZNbZRmzGw?3<p9@{N|!0zx=i*bM<3k?aM7qBd>
z8dVazuAp=StJU+Su@~LHEL_zcWx`FD`$dqR$?5yQ7W<0F&yx{Q1h;@4NqPDt#p#pq
zhuO`%r9@p;HO!Pw5pkx@La1M`pgm8P?@~nUHxMLxzI5=DME*aq1xKw1vYfFimJNGL
zC9RRK398D)aL?c3KB0#Ym&N!aQB3THNjdjZ3V%F<MNCG`ZMLmq(O(WO+HgtP2#r2-
z-aCBHF<#_;cX?g85@UcGlWaH)l69Fcs6TjJJZq^wam1-xi`<MmmPI#>JPs(x5cAKg
z15&H1gZq+O<CgTjxcecq9W}5uR7<Fwz~39dppiS@%iy)KcfiI<^_VBpgWKqGz4z~t
zzOCp<_X-m$+kVwda&)oC*6JT!c`RQRbJxAS(nkZ|89(BdmxxX*lf9e-)-~M5xJ{>4
zrls3s824SZ+Hr{YXMD2D>I8c;*GL_TQ`a$8)Ti~_vO-?Gi!HIlMqI$*{I$6pd^>X7
zL_F3!K5|t*N|$ekEXcSohT@U7Jhg&y6?%ctP01ar@2)Gpbc*?v3};-g-JHLRNlB`I
z#JN`;r|KBLt<GD~Tdi*&n#f)5e(DtNaRyJzQS$t-+g*D)?~%5=95rIy95xFp*u%J!
z+ws$@fxqX;o-1PR{}?;1$0d?1=JWeh`(8OZX>tZ#_amHPw<TwO0{0}}yem_u5T)-Y
z&E_8{#EnozN7nvq%8GFJzExU#Vxo>Cer}d}wVSDSr)KutyjoyQ0JHk;aOUI1F8#xP
zoAp29D;f1iGKZ)y|7SsCLw92Qb&`PHeOQ|tm{>TO@|nZ&ZITsidv(*<BD<p~o!mza
zs1bkN1$I<?2KmAMgN?Y4)wof06CF>|sL=U747GfgwnPoc(qE2=4!s3JUQQmEMwd-t
zvAuq2FU;Ni!3Wjn*)^e*XRvkBKFj;af9|WX)3Fh&6#y<tH&s1$-;sj!_b6(%Diozx
zq&+9!qOj{6y>ijI*@CZ?>tnF1Ggde=Y<nTN-aYbgSCtxEuYmT&$3K!5#F>*P>sD@7
zO&@t=<O`V{JT}ICT|?U)9ao`J<`am=5A>_hAH2~?KDQ(S#>hH0R~X(b<kUaIWb8R5
z9W^q|H^x{8D>!c?mfuO?JlMTc<wX*<Tv7GAsI<-r^<;b};(hq=Mr>Dz|GxXKg@pU`
zDdpXm%~ncc+XCCCxHs`fu3ex;B-`jYOuzT`G=Gv*@mpMKJJ^4JcMqjkliuD7|IlB4
z+D&2mWrfRTOhEqgZ?AFx>8Q(?%DP+EC9CA8rkb$*ybA}h%#1mEy!p1E3r^D{OMJks
zcI0w}`(FK6I_IR9T)^crv_gV?L#D#v4-?p))9iUAiiJ)CNt4MA1GYVFkHarN!1o^C
z$TzdPbbh|`BJTSTB7S6WthIm3N%(9!QZHiESM<nSN4bUsXowe+CU>{k1FOS%D2Nw%
z)t4+Av-sK~C+uf!fgcR6h5)WcV#NFh&WUG|K5OZFD#coN89aVZT=rTUptf+hG*--e
zCq3JHv7j!;|K&h2?_JAMv5!aIttI_P|JXCfPlzDI39U3!?rXJ2R^*F0*zeXB2`L(i
z^?NlXm~2_suRK~}RQqKfW?Sea04q~}z8J2v@U);_rAx%M=3wtw<vu=x+iLl4ZhV<O
z70>GHT)N(FM2-aLyLKAu6x3N~>NyWTesH3WFHzCGD|!_L<SF;!nQJj1J65RU`-%>5
zAA+b2!|gQH+3Y-REa!aSUaz|`UnYK5s>5t{c6pBZ*UbOw-aTdtSx8Ort6F?(m>@cW
zDk>Qc&C%amO4uDdXxsI*8Qot}&fJ2-UdZ0}757YEWoj550{v+ubYlH?H730}G)wp9
zDjVl`mYB!zsg1Z-$4A9CLIU($!x{ekoG@>nq{BsR@^%+3Y-<J_WNe~q`GhCN!pQ#k
zJQQApp(3oiMWncQn~y3KT$waSHngZ$Y5Vu`#q{SMw`kjQ<KEm5L5X|wjmBrX2XhA{
zyI--4eY$}PqVu)J*kte7m`t?5+}j=`G45xFaB>~Nw@~!Erq0_=2`L=ad(c|^?R_>|
zV#I3#r^9~Vd|@vQ&I$u14=E#E{+qbpnNoQGpDZ4Hi;A6{GKW>&#vfml^r4@OBt8Ha
zj(>pSA^gCfOXS-U&O-ik#o@;K=Mo8mDgSf1Q{X=L_}XH@ea`VU{{%PM<EuOEwA<fj
zBun8$)bS-AhLd>5moFpki~d~y--G|ZsrdinuJ~Q;_2+4Yx9`LhukcrV^4ff!P8^jR
zn`Yjf2}W>d>^!QanvjxsBTW<`9J6Nk=jY3dJkv9L>XzTt+0Q)@;fc`2R(kh!^D0~%
z=+duKMkNSw^l=F~$soj$08y+O7d?6W7IQU69k0bG{N1>t-8T;Di_-OnV8+y9TjmzN
z^#yAC@FN<^@BLZd20lmYtdB^qmDZ}w?jKPo_r5#Zi@Kcr+IUQ;HAF+!>p$nKn>XzH
zFQ>jVi*cV@X%fT_Oxk&40(j1zG4HaMQy9OUoYO_q)0qMox{=%DoyM3dp9=Xb9TRjg
zPSnO`zMa2XZ~w;Vax5+0l*-@3JO4?hqlbExKUHDEQ=Gi(7vENFuq)}Jy!vX-W>?bt
zE@5X66Kp1t`|#vsZp+Jojk2U?UtS-sheY3;Hw%Xt<F!BM+BdXvIz^y%t{sbByZ=nN
zK+KgjU(9RaRF%D1YRe6D-AmQJU{TMs?GEaZ@>X>ISf1GPw%<0|Oo;C1e;-huGn_wx
zEhF3lJeT!z_9TmW1~JDd@7a+)llc41H9kA(ds_?IWaTzq&F^&7cl+ZwP-SMJ<u*(R
zakF*ov8Y7YsAdW5&UTIED~x$2Uwe_eT(KK$C;U-tCv5L${FOVh<Q>MC7^ZU0vB;=q
zU1^*OQST7ot+PWQ{s<~@I)VHg<WalsZl|APc;e}c+S4US#(sV8&FMk*p$9&DlVN3B
z9wmtfSug9nSLMw3@DZg9f5cs~jp*)ymksd+QVE=hM*l8!NHJK5!#Zz^c&-deFpQHU
zx<&sD)y-P8fZP*pm?bY#iFt!^J=m+&x}~)|{1LzIpuxJ8?Sgj&XP!!3Z;uEbV)^e5
zF%K3y*!62~G>I!|mn+I9_nGV2w(Wf=HWt0|tq!@OKmV-`;XC+Oh?b5umk1QNA}@%#
zj;16g{P1FlL4T_YbF$D!h+F-YxmqimNT!8(Z_twk6XS8ZHB!+sy2IE<(c55)MAeTH
z9`E6J_qqe|;u(*_Ieh8bm2cw=qg~JFEA!C@mZL6xbC^k#7%h{Pr+13Z@=y#NC0kkk
z68L%Sf2UKn!?a!S1BZ*}q!1a$w`aOBUlx&73`}472nuevTbC7-$uyXK%P+I7jTi=v
zz4uoyuw&+R>e%+E*tN03?vfV{UZ^$?FMr`8xfqc0;<f&)&fK0~piyJ!>KTN&$p5{F
zO?Px}{{G`P;-xldx`4~Ttk%qB9GgMi8=JA<m5b4sK`mN6>W#T@C$=Mf#N}7n62lv3
zPX&ZH`rmY9>y%U@UCW*;VR!7y)=?p%gF9s|6>g|x@3n|d!kXwM#-*J^m|}=h;%25)
zWoQ*WG9i@trOa{e9rd^Emu3mP8RXt`Hxfp>-#y&BFKEU+Q3(rZ(?{nsa;)&&zi0^e
zm(||5aQnAsT_SiC3rz`cItQ;+^kS$Vx0~gAUt~ZeBeyz}fae<LGuwaB&{y9MIq4ZI
zBUx39Rig>min3Bbf7c7&&q&et{E`^DM2IjK`!@&jpPNT``|E-`2OZj08WR&_yk@Tn
zIqjP7`8`wbrAsP8-te<WG%Ws`W$c(^YZ8S=Ijq6r0V;{D&)iPD)`}$?XJgxp<0HCp
zz7g&_qCDU^f>rw6c8lPQEY2t98EZzlykd24r+gY7WksjOPQSL`Q@?G5@vpFB_&<>l
zCFH@KpCo9N`*g2%KK|aR_#hqB@=#))5^Lmpx$CMq16zxkA@g$_^pR)|>}<IVJU^|V
zT9R6hywqM5(cmKfM>LuTPx?#?Y`7+0Kyv=<LvvnK6-*d};#t;6nNh5Dq^D>BBugMp
zFHJ;%?>^biIVhCmx;=PdqE%lE?A|*N;_DK2bP6UufhfQFcdE4GZx3c7#jxLJ6-M4|
z4n}*ToU3`yZcA(B3j#Vq29o<W)tI>Q*XSz9v%%+XWP~<P7hb<{gYxtaCZ|hK*9RL^
z!aK|~)O5X90ao4aaFDmkb5$|;F&SdWmIO(CbcmxZhu|0(g8B#FkIl;R+@r<dFI#od
z`X3?c2k9b6*soe;SXkQID;^vi*bIA==%7?tBb8DV*BFCajA$=j{BPauw{4}48h4C}
z<?S>(;qbm_rkmz<irQ9flpG&kFS;hWCMG%$YH06z;vq(H_BZaOd91urb_e~-yAxM8
zxsAUL40@CBGFOIsZ^z#|=q!sM3cQaCH5$@D2<e+?iM(zN<ZU4I53x*bkE=Ln-LJVh
zRgUP|R)_`h@beFC)j(C%tb+h$@B_$FVKA*_1yd*=G2sGjrUX=-)06b<84;gcv5$9J
z_nZ$k9;q(}nX6y<2xx%^X+5E}cM;;QxELi|Bl)J)?yKr6C^K(2`*thH0NmB%PDSbQ
zTuHL4d=3=rxFix(6hck{GMccy6ILY6ir_RuT*^~)GODZaBK(u1qa)<sCSsseWdMaj
zZPmaIP+?8C=3|qFa2N`TSs~`hY+-BrxW(v+>gd4QP{og;*C=Nl7789QF-~b9k)WkR
zk3Dcj_^u@T9h<G)F5XEgSY4kw(d}JX-pJS1?g@7urtWsjZqH+)L)+%=n8db=4XWj+
z0xT4Q&=7Wl(S?MBK&(VoEB^u190@`-g+rx|>_lH1AhcwzN61e@MtvyA9!QwjIXJQ*
zHUEqrQU|MP`FaxP)-KY%4v6I_4wk&4*CCOmvcX}8kBG0rd4X^_sZ?5`K{of?uoFm@
zn%kgr@91;6zV#~yyZC!f!Q7kgW_vL+JBkzFzN`1kzDVm?2yp4<lpDIaX*3!Xmf6`-
z!oagsz7cC5c-I55irToxpQIJQ$RYYf6>Q<@S(9Zsy*Ax^oUbuQ<?HGtYe(bK0-Qej
zfq{WYUBcUl<g&k#LU+2Vx4A9X){`fl(6o5uZnScSxwHc%F%9HLdeS`tG4Y$OV1Ru0
zNHEdFrA1GSLgHG7W6r+@(n>QkGxDk==m9<wGBWpwhP<c_)3S<+`2^>(65ho1p`xe7
zw`AdSp+o?ZQBdAA;i!WeX!L96rG6ovykO-F@B@HBg-7`<L3+-mh8NMm_g5hfQ3bW6
zqMlfdmN!ioLTDLSRMdp;Mzop3V8cQ3L)iQM<4hFkb6pfJB;3^W5-Tjd@!OM@o?hok
zbRlIv+Va`69&}Gd>*LgaSb)eV^aTJMqDUg<;0&-(Kn@oYI}kSHg@m2P(i{6~wH#dH
zEBvE9e=gKOs-grPe!f<p1=JPnitcPA0b<B>{?9U6vxVT9i+mKGfTXSK!iO1tIBc|Z
zbeku1+lzUGghu=CL1G+Gjf3#->Narf03wLXyk)7BdwQds<2a-vKGxNV!ZyphxB~bp
zN}^LZh)-x50MY6vCn;72yR?uKCeK0)oon*}%5C{q_gfQV8U}de3wjOmeATs9qVotd
zAmIf!EXBmrD3hBpa`_eJ-+AOAL1bxZnZ2-4y!*g>!O6WZIs!JgF?ZJelqnHDe*RB@
z5TVqq41wHI4fY&apb1R?6c=ZsQF+vBd<4xQW_XBr_rH5&^u9<xFG(}8g;iPXpd}U5
zf73EDZi^PUj@vT-jEoYp29CS9>prj)9MOF}X;P8xvyT_|;WW1y_r{&zBawh|NBO>{
zoVHm9$SB5504gu%@v2M*Ucuz5zGDZRI7Jp_i{BnYLn0&y{<6OUrQH9^*-}P5!O)Tw
z9-CWKR@qmf#)#<TiP#Sxh7`X7N&qlAE=xlxFJ9oSJ{v8Me4NP(m8$K<kKMK%Dsy3^
z0AsRvUgZJ_?typZ|JjU!xZfCrDs*m=ryYuJX%}jg9OdzqYY_H}|C`*97p60-=#&L5
zkUzDupCM^YMNJI=V|CK!bojk9SVnsK{;jR8ppk%>m>6d(z<<01d{k{28qaY?(5lUt
z8_pbr@F7hK*{QkByyw%SZ6|ArG`{bNQU$ljqaH){{_Y<=)llB8(bBCUR;Wi_P)gq!
z`u43`(i~0>x2Q@?e7WSpix~-k<iIKk{Qs&{D37kjuPUGrdkgZrwj}WWWk`X!z1Vbz
zPjo$}ovyTA<%-I2;*aq~@pNPa&wsLjsK$jqI>SKQoP?LIx&4CtnoN7+;?z_!_PJm}
zl+9=y(R0#fz=QT}Z8<61096m*FW`(nfuKET;U7Ozu^4lnY&Z!Q2nw7rDB!th=7JM5
zm@p9;+q@F8)K@Xs=0b#zaL50@7rCKd<U0L0Gg0LxyfScQs2s|4uYvORW8=^hdh%6U
ztP5TbaMjpFs&BK!j9yzk8ExZk!ubGscji>KQelmR1V!y;KPs$sMt=3c4Ra?hqjF_)
z5u`r0Mkd{%2}^>Q7x`<u*rXJtraTjLPQ$aS%}!x7kCM4oaN;rrQQqn2bH9G^^~-9L
zzXsMolh_QvRlr0+ZU9oZ@F<WbeDsh2&GGj?CEfnQMkJS4UK!Lhx-Orw+tx{Dh>OH7
z2<1GU5p)LJvloBdvqE-yrgwwQLm>n;y$-IcYiotr-!Ml&=upc26NU-dsqy1|dE$jH
z*6N_>5i=C1eT01|lU|&1=a+*(flI1d&P^H;nUS5X{L*zezjfAm`HCz&rxp;t6H<Q+
zq9GTO<~0t15*rVR%htNE?PIm%)0HOBcj-0;C3Hs1DaisOA2IU?3orTC!m$V7rj~|=
z29f|^agYj@)>_#D_z^eB%&Wd?3~Dezu7Qq(pw>|<sx0O4Q-t{HrN81!7UQcfSb0-V
znwFN<l86_bl3nWl74QHklIM<<I?4%9K;Iq8AjAWr50)mQkT<Sl5#+g*+T~l2a7I_;
zqib6a4-YQ{l!xHi&0v2?(pu3nKj}jtGHL#Ad-p&^C3Uxq;6j#i9}h1#_Ybc`NIkJe
z)^w?(e~O6ybk<dum6ZjHOfT;qKmFj(pC2J114hB|jw}VKkFDB0W!H-0(}+q3rY4K$
z?#M%L(q?n_11(yKm57+B$f(R%^xpAnss6pTPow8j!v0A(Q$K)ZYIReEb%5towc1xu
zCF;xF{J-gfTVfOS&0;fP6X1piIcX8S0vjCY(?%O|ZxblUl_5JHX1JzzsPjB(zfeDI
zKct;`dx-$C#rN+e_WLL8o;FkuPYi)J#0f8fA?x@rk!s}6&CJX|45i&q=`QV@pPvs3
zo}xW<0uSW8g_Be1!V+j{LNa>A>k;b{W(Op62@`oq^()5sdeZ$oh=!Y%GwC8YBLU&`
zbscZjojN+<>-_vDNVBq{oB^{H*)<o(!IKkM14<LDB;3Ru0HZz#V_PCAI!#_F<dQ5p
zs<pRj)%+o0?<sbwoNN^v|NRVtCQ*6vlVvw-7x#;jIpW{myuJ2$!pqBxZl!Nr=7AqG
z7=D~O9Fa1`HXh1okWkeBhN)a&{)sR=E&(PQeFj8gq)a-qG+1v$fz9#^^%%iGKSFYM
zLx&W_?nDs}HBwjdkHot><lE?WS0?51eosD$aJDSdVOEXuP!slpN4;~a(LYj7i8v~#
z6x0|zs(!f3%f(eVjV&6M9bA;_gM+UunuKjy`I1bB=#KkjemoP_#I5Q)Gy&7{9|k?1
z-DRT+2E5U8t1du~<*DDIDl0AhDGxjkfGkLbI$fvr5u={o>Z4^nk-dVt%&z^l<l@=L
z#!dIk@2d1(v(q)+>%oCrM?Ocdm108l-PFk4<ok4xtVSZ3)fbZTV5PDC(|BrL-v*t>
z<#kKd%xGYv1k|*t1H_BCA23WHfM@wbVW$!h62bs3C3Vf|*8JiRt=n6xNj!M5y5NXp
z2v-h!roio(FE;*+^q>|0V(r?h?ErGcQ!dIR??@1ZdHE}^pB0#)Rz08=yPW4DDPoB6
zf3JQ@*{F5`>^>TXix<~3^rNGqz@sWFES!?>fnuEHp(2S37cNX}vQo-2?d*!U&xlQA
zv^34!Tly9FhRNsm#)*ads`cCcQd>PoRr;`4pm{@RC-+PjFVa36rbWbS{d-Z<Iwfg%
zth<BuZ5vv$K+3SzYwRfQ?;Rb_Jun!Ig|)RDVAv>#o?l)S+c#G`+WV3=qI0w9jerB@
z#VS)@t9PM-R2U;h(1DJ3d({?WRQe?r5c-AbWeCLhKUr2z+x$K6@!B9Rhpxh!b!;a?
zRvlmzq~zpx{l9~6a^zf?tuR^XDKJVE=z{viq5pjwi~PPAN6rq|cCcpn2KcNoFUuaj
z5EqA^?%lwa>TuXuh=AYm*R?PAe=N5K)_X^1Cwy(&aU=n15b7uEfBYzBV$$kO^4k25
zeYNr&W^KpEYxTo6ry5vcJa_KQ4DgjYyi`xk!23V1)+Xonlnsf%U7+${i;=?__B`@1
z8L;PWo;}Ty@c8bjuWB7VtNUo(Yyq3NQQb&Y$1StF^pM<f&{YQ@UyjWus|O7rVrs;z
zHE!h(9}pvk4$HT(g2#K={OYm(G#=fKy6#5o|57PSrO$W`U`n9Y!IA*mcz?eJ98s{v
z4p-&(%ESf|yho&d$yQB^Yl?Zfs{od;+y(#&mH9bPKo$<FULJRJ$JnWYgIacZqS>r`
zvXh+}m4=Hci9XQ2K3V3<3^-GbjGp}KMu1ED--HdY(te!n)Eq6ZE!;Fd(YZ^pgwypJ
zEEIqc{Q%Mr_B%`wF8!(rXt^kgpcafz9kPJe&NAX~z5HVB_BS(@I87C(96(nA;~zl7
zzRfy-Wyal+caS~?X03_Csd0CfOeRm)hX88n*2ypawMlpdPq)tXQJ0X<{VpN9`$cE}
zJAtq!4Di?=h(Dejr+3R0f~AW6b-!!89n2r5XQ!F7B#S7gjfl|q`94ugFBO&-x_vtZ
zF!CwRU}*{_*k<1awp>~U1{<OX+4OL*!>+LhexDRk>hq}EP$Zt5{<Xhs#W6_C`9Tpp
z1RUxW21FA8Y6Z?N3=s@}btghQNx)aUiNm6wPI|}%r?+wz+$o)o`)PEq-g|nXdTY>1
z0cEeh_7O{nC?)&rg3km+<=KgG<rGXf%0X;SvAopf;C{E+{QjFy`NMQ5Hjc@hgr|Nt
zbS9tC1IiUP{`0VwnP*^-=hMFCxOIyqu0tl=dsCLssY}ik4yCSZXNBltfGmI)$QT4a
z8WnxAEXxM#N#q8gGtJE(HBNnz7(A*G%ffp8_U<tL7AH0~V`%RK`O<@hk}YC|N%j#s
zM6%G|Q_T>;hT2+ZTI#!DE1LXWFva#Nq)S_+Wbs8M3Tm7(C$^Q%%vsNAVt$v~Sh={U
zMVYYIPjKM^0Tgc;y8xE^{X0tn+d@l{+oSPA>EU-N$&=l+s|Oc<%P(}NNQ6gmYHaQu
zWUC~8QUdZ4u$W|+&!Y$VRBWVtwjv3)Vwf1MXYXB8ckdK<x{FrV{q*9|)GJOrL@CwZ
zsk>U|fW3Xtqt2+vTJO?@e$%ggvI#HA8!e#FgM<HxZocVx0uB@)ZnbPGU4W3{57scz
z-ln~Ht3{i!r@F4E3E>nhdc>x_*tFoyAmXkP4#jsoe0&-AQ<5R>GF-ka0zd}~h`SVN
zShu`)NKxwJ^w}jF-!ad=$z_)gaSTk`UETb)7a^*kVYHrFg)ANKzj*QVU-Jw}_1g98
z3StvV6>K6;&S__jK#W=RBg%7MtwYTFwnmnU5_im2lWtO1=KA_Nseg4i1qlJK_OPDV
z^&?}BNs1p(oCJ|fI0Ett3U}qNjpFRzbO3>=<|xQXsau9l?6-|N&!pXywv+{=7sUIw
zV#5v;iBILQqwx`H$lAl7$HA0%C5PEqJ*<!20QCxgZ?7}@+-x4CI)6i)o{&5f=I2K1
zGiGU!iJ%D}v~#0uMW;~|&?@uxRTV}u$WHM8NJ%Yl{@;&EaE1U_XJKe~uY7r4_sAs-
z;?Lv%ZLTO#Zbd1K=f`&FQxW(+zWm29EPVjs3HhX*|7=I=y9d3<*eNi(3S(K7`x`&a
z|CneeUPP?=bwpd`iB3fQWaYKHqG?IyhJM+Y42a`n8*dz-eI=R)&7|0c$ra&|qD`4z
z2105K>Im~l3VYJ`#+^Ubg?M{q{uTh6q{IZfC+v~7b&3Pkb<ZBXuvY<B7Olru&Nw=(
z7m-;$lP}OXYF;)HAU8Z1Xe(T<qce6dfW&LdBWxkXIKPArzaippQWB73nC<4>jqz5&
zSa#7^R`k&rU;U4lMG@yne`~v?=0P(5M*NgbzsBfVWi{3NoFPl)*_BwG%3=m}pIr>0
zQ1xwuu=Kxxu_Xlfz4Uz)xdr3cX~RXG+wsP|+${R6-eL*0T@uw^XM?@L2F#G7<@<*r
zr@DV<Z>8@E^;K6#t%`9M0Lrz>odDs+{ny+s?GLoufh3V7^>wM}oXZnF=Ofa<P4vHi
z5A?I3%hCse?=pL26=x#6yde$;H-M8F1RNy6x(6c<ge$;}9mXRk=Z`ATpS}&O=+j^o
zkPIsTo11zMduHW0N1vR@PLZ1*=#E_0?_MUPc3xO%%xDEkS*E254jtUkv>{vU-N(%@
zR}+L6&m;&jMrq%Cq_r{(;#9~d!H@>LG<hcd$~_Ha=$Jjn0vg*nAExh+=xG`l?29)g
z{pxR)ihI<=VJpc_=%cL5HBb=X#!(0H>1ntKkCyXNIPvx{DRQeXPg$tD9&Y(|j+971
zVP!aU2qKXXO|on8;1}Iu*9ct^9Xqf*iHf8Oj$({&TijoGVar7L2e1Q&(Kl+CEF!IU
z<L7*VJ|BxjXKYs%VFr{~0G}LyUz;zBV86c-^=kDbRH&|^7PFB7JB3DP<y7dgHUQ8y
zM4bRe21xdU8fWs3=%2YtquuPTj9TF4`||xuqDa;$jZ#IVg{zcWi*UuEp3gj4Epm^%
z$3hX#{HII<Iu<p%rQV-9Wp-_Am?`ro|2VO<gtszhy_=M>JsP_QS{f7y+^Ib`CbXZ<
z3t=Pf-wmzF@Y?*1!x%oc_!nWXz&<k7mJb!>S07CG2ml8T?rTsHaSxF6p(PH*z;X1c
zpg=*$b$el#ICvK+6y~z~HBnu^PFA7_DgthBJh?;Cj3&uXsy{4qf5bpS5Lr~-C5A5@
z+htP_jD{Tl-)x`xn}e)nUV$n_Qgcun@chlq&Ei`*H_t{g_whj40w}!NGs7Sb^y^JC
z>%6<(LMWLbM3yv*bH1;=lLS50=m(f@xWl7vgx-m{pztV@d(_H^Pd_VRM;hTP|1UT4
zd5kZve=JE3{eqBjt!b>vy#q&;Wk@4W{eIv#bM0)<Gq0VDi*4@&qc*B~NAu}X;zP)N
zi{@eZzOnA}-ZP)O7Ct8XJe?yzSpU<g*MbJOWBYHZS<2&O0Xh~yk5DF}sIgnT8R&#6
zdg)y#Hrn}=?|G-iZQa_dmn<r|!L$B4r%mQ@^}p9(ueffz+u6?)K%D}AV&wakp%{ga
zVscvu#Pa8QljGbB`?)on0_hIlE_g2RuqpA=M@_EU5lNw$LXuEE`bU^9z4HUwq8<f|
z@tnwmn&{;vRCWI7&HBn3A7CZ5h@Eg+|M~N0kip0^dR10Rz#&77AC&ZT_x9q{I4=bb
zEj#u8FOb6gjT>|K@>QOTOpB<>xkU7-@*4otj%;__&7oc%sIGth$d!q$G%s%&uwx5;
zVpyKp=w7|#xW}0$no;W4pw=5#1oHt3p44;8T=~ZWF4#`Q%y^B9o<PL+{?+m9MIJ08
z@CpGhPlLYcd}a_BU{$xg%n)5mt=(Odzq8xxl~*9@*3O%`kkBQh4e{@~wO0^<gfIwT
zJ|PAIPBvJ3)6Ibj6;XyXf=_ueUKHvNJLHv6f6ki@s%`#%U-xWK(gzvVZOk_JOjjM}
zBG2_Girdw@-;Z8>z2JBEI&U<x+_O%k`Sw8@W^N(7FF++vP35cDlQIL%D1ZsyO@aD=
zEB`%GejssBTmev11Fm_m4;fkLPFZxYEB)}sMdV^r!WmNRscJ8X|E2#E!A6kxetK}Z
zW0q}s;Wodt`Vzy)mK8ABT9(bq&Hx*y2|Hm`*HB-<oPLe^k#|>(==On^jHyChoNG;2
z!Cg_WOg)Fg*YR2=18q<&#|$2HmP$?V4~Q#+CktV=*ru@ooukq=n{#V*OFtNnhrID`
zh7D<Yo##T)j!4GE?I%u+D)j+R<KpP^1}q_nsD-ft%ZD}yyU?MIT_9Co?&%22*b3PT
zuln8do{WP6rQ;|ioJ^dVT4ltYy!qvR&_g-R*?}ber0)>;)cXnn8Oo4{u-dzOdz54a
z6D1It0JqYGKvvL(Ki6wvTb~RWCCQT<t<ODPc7Qk4hAa1htNVQD%zS2-oOQ4-_F^C2
z@+eXP5<5YyGZ6Ns^InF^kGs6+s(h$+X9n0Zn49ihn{fg8B91DkL;=>(a_9M>Tt?ye
zUZt#TrGY^MAGv#|-bWfld!#K!w;}v29d4otem#2d7Svp?J`b6bPFDhnD{uCUUTWA{
z4V)XHRZcy@Y_a{pHy$3Nvv~j{)Oa_9hZqU*={q)B%0J%L8DnsE>eP@V?~JT+NvuoG
zGFu@7U~`tnEvQzo0-Fqg+l^DZ%C!)wPU?~kr+z=kX^G<^w1|c1OO(lTCa71z1yDcg
zK2uhHlEj>J0<Vpy8CPwyi&;DcW*5X;+=S~)JD@sv;t)uHa1x6uI@25K0wKbOOAEBm
zzV9%tokQtw)@){O<+aLGt@re2)P-pmfjgvM^{X^=l^CJ$FhKjL%NIAVi1=6T4B{No
zn@x(+RR@psR(BTfU0i%jxvHH{(}yv8SWEnkxovLqCIt~x!Lh+j8<OvqfUbf(klrO&
zJ79FO83iLONb(9uTZ{1-h~nd-Rh89up+e&s@F0rfsx{!(BelqMo)&$;<sfvR+{(i$
zBrJ>#3YY#QaKO7Oz6D8u2Wd}$R=q%oi!0fH>r;%JX4l>nHu7e^*RLpU=6b_<9Ci{=
zjy*9Vpp-+;9D}eLq_YUCVU=3DNZ{9N=ZmGiJbWHZR*4O-mn87f_6d1!8)?p_La<+j
zg#u0|fVtrufa->g2Vr!`1p*4W=FEr=N2aIfs{H(5vn~+EVfSj?{bzVxeg)jW3_iOF
zcT5Iq&r=k>5e5XFF$@$cOh?O6xnZC5H?FgzBpxY25hEmu5)v@?G4L>`4ggyieiuqs
zR-Gg84G%ilIJ&jrY%cL-E(ef+Co5KUC=4*g`AdI;P5}@zmb(r!h_oz(IhayCTZ8pC
zTL{IsNGD2&q331(?Uf<AwHQo6v_nC(g@fjUro&<8p+E^LwA8>A1a}(jQ3%7z_4UKC
zpl@AwcSSc^&AeJ#H?)0fW($i4yA6H~(vhHpArb}~om*ZRl2q`QU}$LE%C4{X8Nl{y
zR4VG5Sy)KJmV_i0{A@nj-2;oo-UZ7aTx6$*`l_qmon*B~LQ=D(>zwOV4j7>>5#@qf
zBiGSw1R_`R0X}Yr8R(X2b>tYC@1N`CBH<hYF#zv}r@;+b6703$-Gl=AcLTqAdfX{L
z>(~9ravw++QuiExMh`_Y>3tR;;2~_9;XUg9PJ8u>Gkt5^2cRj`D{HbeT+xDBJD`pN
zZylG<0wDPt$x<s62d-Gg;dzw+1(Ah=gTnwX8Ix$PR^G1xE_!`ZXu6{&thP!EnHh-a
zS@dG1TEFf3+0iSeTjmVNHFqC*_EfshsCsDC@gWSn{+cmR`o{}jW2aR51d_JkMZ^5U
z9)h@qE1pIgRFQ6p)jMnOW{QZp4>pfadK?b#Mw%sZ06spri<VQ|%2NTt)c}((x8a=6
zQ@=?QkOI3K(hG1i2)S6ZbnD9hNrpqO852z?pzVYBGgOi~|NMGxRR@xX5MW@{;AN1Z
zj^xl_RkM`ox<<)u85>H-D@uVK%tMJo&lK2BzkffElu^*JgyeB1Y`qQ$XH7$Ipx&LG
z3PxE<OnKKtR-l=q_R6FDdhb%sPvrH#j6@Cqftw4-y<2}hlL)A`OHaQxyZJk#^*BMI
z3|0WT3XU+`@~S7C8x5d|Qtfg>_{7G-Xe1{}P1r6+PQtxaVR_#N*N0pgQ!93e61cIK
z_}!Q);DPw7D?!~?ELA^gt7>T@uhix_=j5T06C)$;1FZ#R+an%mr83OOvSpr3nO1F(
za}Gr`>*>_fufKM30WEj&szCc{*oPV8>vtlCx$$cf!w7Az3(R?np26oXsM++M*?-<q
z+cfs#z58Z{(#@~MxkxpxxQ<;#o}@0qz~<XO-`zd`COIt)f7qHTmBr}W`<wRF;}AEQ
zCz4w8z7&GgDse;dzFAIa6D_#YXwtO*=JBnV(U;0(b}xDq>yn^8A1HT{clM&&XSW8=
zr`sd9=!t@Y#A=EzVC$+#v&Oo86i8Bi9Ya4gw-D2E&AgL#AGmYw+yK>IvXv_*6iI|Z
z<V`S@3uX4532c4=LIGQ{EKTuXXxW87;V})^q;~9xCDP1i9Z%8g6B8@}x`MlB>g7Kl
z361y*$hTaoEb#3y=UH5)l*yx#F$9))DJv^BAZ!51<sHf_T{ya2sBw#nhQz&P!$3k#
zzOT>&YYPlzh!)hdA3r4uJv$ipyRvOgfA**k#TT{9yco?WMmZ_$LbQ~jfQ@*>3^Wk!
z?wjtldQb+VLh|W?=EZt_%(+BQBxzpJBDQC~cq;xmJ3smkhsG1(E?XoJhLP`9o;}yI
zh9hOcU9?i%r%s_=q}J|Pk$5y&Fc+VCl<F&3eX(!f#nU#3`c9nAd{hFNHgv=hW?U^X
zLRs@&jc8M`ZbTr|a=;Ntv!>C!7L+~Bxw_QCslR)Ax_`>A<9x}z&zg6ZcNPuRXp)<(
z`6MVFz+8!Z&7=6GcK-CqckQ$99%o{_%hMTaf>OoLp2W>!Hj=_1uH%<?l9ekI>@)f7
z-{z5T{_^haWG!9mioNO71;Xy1#Zyt7U0-6PC_Hu`A5~gjzKB=AENx$@gX1n8w)PS|
zvgQj+n7&nhgLG&t@pGsm(SIt83pFQ#pS&8i{M_#@WO}#S{`;2T_k{Tu%tY@@F51}G
zxYNCcB0@ch3E;un`ro7wmY@8wGmaKo$A;j2+&my}j9n_3wn~b7WydIV$~NcOS1TZ0
z_-u3=s4(@K`*PLTPTmvei_05&*=WwwG;QBtizKhg=G9hQLpkTUc`oZ&n}?`+=|xC1
zW!)L$x3k6nd|%6lEM0`3o(w`iY78~kBcy=_saD>vZ{byjMIlshRtLgXBdkwPMj3E5
zSo1Y6IO*(qHvPi_G}$86%O;}om}Xx1lug@d@7gwVsm%G<p0^b|Q2g9<`5zgJVUfm`
z{pj3g<APJvvTBqG%-IP92?0J>f!W^6GN3#460D0f2r#=B&h>o75k=uHo`9w-VOx(w
z3E|3o=k7VdyoY0JEipSte`NyIp1Af|T=y55^lvLD9@6U(XJRu{mrS%R8x^w`8LZy{
zXBgv$sDR|<1sOvxZ6fWLnoGfR=i0u0ZDW;7MPxp>A3XXtOYf@a4CU>-PNLwJw^314
zu-`>IIY_1OgYIRt&(a#)XsKNqMUn$)#($6I2kIVYUT}7H2A*@^6NEb`b$$;zd=dEJ
zQ3an0XKsY~nRRHKwigfo7-VHaL{xWBZ#NynFc3Jby7zIs<(xd<{{GuG``BwA<gWLl
zP*>^6qRSHO1rwm;dDjXIY2eU8AUL9l!N2cr&&dudFXubhOHWBj>9RD0^TB{40>NEh
zzIu41?W{DTyBWLgpY^?W<g_ha;ksc)yOu-ztI=?!KAaEg{3xr(+lq4oBSa*$@0~S(
z={G=*C_)=Ppx%UAgq~fsiR@$l9VA5+bcTdND-lU+3k%?~=?)AMpeL)XeRb)yxuqp-
zp(>8t28g8i;{0#5gOuQ+4f()jcwbYN5W3DCci*|xUVIo&@t}w8IVe*`?`j<mU~f@V
zZ4U~NWpXFXDR)uBj0HZ8nhe_OjC+xF;f8oP^B>9*utAxgmT7?=B$p1~+NNk&8)19T
znu0f9a5)FYY8eP!J8)MIjhmzP>1feXs^R-b%QV@%nJpnw9NHR1CK4RcxE4#-H!UXB
zA3V9#&VBNpZ==EdKxTRWMsoeM$+dJYB*jlM-tX*X;-7GX{d%ICO&(xsht8r&C<(o^
z9^9c5^;m^A2(^nmF>;ISjIpt?FkQQzp+KMlOu4Yis$Yw5f#}f4Qxh2~8@7fe15vrN
zuFPccTgW5Fo&8~xbjkkC0g_65pV<I*1ndpq^0I3-<e>#Bl<uA$JcIe=i&a)uR(*u4
z&ujH6##anQFI>5j{ZG87(vF^gJrln-d0%j{nzYHDUSuFpic^SyAd99SVt{bIMTX$H
zz=;fZI5Wnw<WkTTYd$)9GO7A|bLN4Sk>G2<8X|m$tpi4vA9B&0T(dyGfDPou=~B%A
znHNfl_Rh}7z?ln#N{_-n5*EWo#$N%(9Fh4*lgeB#i3MKX7&(NmI`YO^Uo=()v;VNy
z=hknMI<KbE;=SGl9zh`?%sZqCsSOv+luPwA#yzmi6#DUacnJCaz&?TWa}qlnNG@a2
z{0pMTi*}AwHY0f|NNR#%9cnoSmq=zpqeYv_f-~or2@&&or;IfN;A1;X*@#6U?;^^T
zw|CHd#!+^eIN<y*H6y;b%hKVDpIkCoh+s*9n+UoLWLN-j1w@iPKfOt-X^AF`#<)cD
zQ+BpGi~6XK+S!vJ+d+`QU&DmKAjwVJfju;{@6j*bv9fHhuU)SEhkGqy_Fv*n<+iji
zdoY2qadFTK@p60dL~N63Nywuvo#2)eaUB8B;Q)4b$ip0>??CUp^N)^gpxaK(wz*T$
zatc3C+}D>-Z}P>dkP~F<G#EuHgxq!I;k6<q;sB-9;a)`P`q^LGEw)IsmuvNEp3|r?
zcjMe<N=^<jqI+QAR7BfH_5Kqr<zygQ;yRiv%kG~&**`EqS|#%0(&=4vbel0yBtoa?
zV~(OPX>>-9ehy5F&R%Y7XSF@rqZ-3vo||9+W&jcFwAxzTf~gME5*!hFj9l|d92(;e
zj7(dsbBPD9;p?4nJ?wB-_J8)QVUzWB%1ohry*%dKDpRg@Wzzv&9+!hs8Ea0oDE5M0
zhEEA+1_1#b`7ZlcrcXJQHjT-^O#N8r-v|o0E4K2vO618Bky%en_<yZr2;V+y@dQ=z
z;6C50ak;)jZ=~5<yla5O@3$u-XwOuZCK&gE6AX~7&|wl*5|+Hh=pJk2OQ1DuJ8@Wa
zM@UJ*W6k44;SWDPPcbK&jKR@%#t7y!WP$i__TVYdy@l!09Cj}d<6!~E$w?4o4iM`A
zl@%Z^0)AV=p1br<Fk1e6<DB>PZMS0CVa<5#LnX}9)K(xwyCi-7?Zc~*Pb2|V75E?N
zM~@HMyGL67m64wPF)c^?C8S4Vj1n1&y3V=d%s=`yZ7P;NU$nP61AB`lC{>+9eKa=Z
zJTzbg8wb`TJ6n&k)=2w?!?&T3>K@VGN%b`))MA29)e2gnPaRB@<dc5Fc`)!xk;t@^
z6vKuT_k(BE<FGi2xQ-08F><CFctG?;`u4AIdlDjy_12aj?BOvO2t8T%YroVkFLjIQ
zRv3~CS#8tE?7cf?T2o%;*gcoA!J0U6_H!TIOMaIid}_w&2IGQL1b&8(@-F)RNG?+<
z9Nly-8(nrQDRb^d(UW%7paSR~C;6`^Jc%-?4J>M&_C=wAtoUVy1yGIvyBQcOUSz{`
zubHLS+=QWpF~au|^D)Kj`+w#~_6xTR-w>Ok*gRxWiLVbj?I^3q{FYS_S7OuH3WaL3
z-C-p|y}JpUv9lXx(FtFq%Z>HU2?`F)saB+dIla@`kbWTqnx@v>-l?ASEG%%T?>ad1
znR{p;lGUmYXL*hC#gT%10u2fvNS~`X^BUw*EkVC(`+^fhx&Y4xuz;)oJ!)8RBHR0Y
z_S_Sb|E;xw71x=(fTWSh3DqUM>iSoeBIyp?`EEaTag#OFT<@!(&DfqDFquzgWOlzn
zq`jt)HvL7{fw8#;z+wU;B0-wF2{YDqt&eI8S?%r#zbmV5GQqQB#Vq)W#dQ!M!1xC}
zcS2B55GeU!#{q>GFa*}<ttO)=PU7hmP&XPtW7v>~hR9KD@T$<2)Pr;Xm=S4DOWxtt
zEx4l!+x-O#jwTY|Do5s`zQx^6AMMmVax*N>o=ib4OR9Zo@o}f78$FK*!b3muc<xA8
zx4t*9)0ZyQY@5BGR&*@!z{#k6sS9$c0F^^neQi`onMT3omFRd_D$6bwv>l68Gwg8C
zTJU{atdqbJ2OVLdPvrc&am%tMqoR3{u%|^s@0yIjhM@W1Cq9~!@~O~rjV1W3Z1I6~
zPkq4nUXT4j(D=|0-|oGIs_}C=Th({hgYS^P*lKH6A&NO}?siKB(`RV=@)Bt9A#1+l
zc2fOp$rI=1X)#{p52b{2Ci7KlM-y0rAaH(cHmF(Ofd;(bCwC7GotCDp7^##zdlG0+
zL05qZ04`BxpFl32t)!&N@F7Ou{a8$;9=uNvQbSyo?=*w<f0x@gKB+W@2JB5*w(jws
zc9oqNj{Cf-js(?J+baMh-!XFcqfCy?%*#Pnasl&<L@Kh(i<mlA#vdNNv92@qD0s+?
zU7#Zt*<0OiL1R+u>huam*h%%<=LoT5a@Q{`Z5w%<213p^k_676x>N)068<Q#0r7}-
z;kA2LKTX)a8Zhc%lT}sqzjPYxAGqH!OV_gp84XLVRR=cu)r!P#PEJs^DAP4dxYsqW
z&wE^^7ikN<$cP7SMIX=WRCqqDQLdWRz(CGSUeLEoR6hD9nh*K3bAK%lC#IYaY{v6z
z^aTwK^tGB%Fke&Hy*<)Ej}13rP++iupbzTfOvi>YkmvUQ(?$(%ADYRdgg#s4^Y_a<
zp<t1DUVR#DJuVspNUnAxx2%{6;#Jd<Kkcll-|aWflUaFQ!cZ?{C-_m}#FMn1(_yXn
zaUFwb-g(aM#Hp?mpS&K8Q)i~{JoUjYjw?}ah~J_j2K@-IHC&6~W5!ZY`_m4U*}D_q
zCxZLyj<E&X5c+6z)D^sbO-As)v)N#F*U&WW0+TbdW${F+raVX*h-TScQzTk&@8yxV
z6X@2>nzQceMj3Ofl7t1$EMWEu@9?<be{*@|=w@R^pV^t~*E;i}d3t_xNQpnoB385_
zw?DP<^3PpiyIXP_R5>=)gf;2qX9nOq%x!HSnwj0;j`@+?0EBJ#Q+%tcs<K~dMYsC{
z9<p8yFuRH#m#(B9{!gg=cTI|KCN0|P!kYK<iO+hMwX(XbZ!Rq#=9sD4Ex2h$fjPjq
z68R`xMGd1}CG!5VRxH8(3MRo%)b685<?Vpr$AZO1=9)x~9@}HfqOV918E$fABetq!
z>#>jwc-KzpXC@tPz(=01`x*{{wY4Na{X=0!LPV`p(c~&qq1OY8DJ}S5Un6nrGA*fn
z`4d-C{ct_Sa91j=W|hJD6)$Hx;|DF~p~6Cj0Zf7YnEZFQRDZfKQK=~{mW+sOv6GtT
zeC%ILp`ed~t>xF)owJCncOj1(F&ffJ`}XV5nuNLV>iecr_i9o5Jdb4Un<rN-GA0Rf
zo=9dSlet;5%N74BGV5Z5y_VLaQ8X)A2AueyA%P?l><uvLE}a#ZkieJAIP|lr9uI{U
zXVA(}GYS+SSbl+}<X5h+w*F;o{`8Pmm&$YIL)*^eUDuFrm{X^_lcy&YM6A2#WWrU7
zs!CK^MoSjeqh|F6au8cY(@>y*E?SAK8@H>kseIbK$H1<THylbFx}{3_D=77JMB7QY
zAvGaZaDkk7x<!7OcgW_*bTG~!;H^`YMhg4s6QE&@H5rxCc@bdkdF?<)DR7^cmzN>)
z$7H_~3w^OKokbwPk>jTi%??DJgZ?-FJ1^bNne+kFeC1cqwukPN@tW`KHnn}YJAB6o
zB>KIAhUF}?7Q3uPq|zF(xLAf+b)c&DiL2$4(^}O+L7U{Ox|*z~?`yt;=FDt$*Ae#H
zHBrybttIj``vDCy1X|VAGLP+1h{sgu<m0i~u@!0M;Wj7qYfMq}&CUiwZSeHKdGJy@
z9oJzB0u&fqK?(wIA?(;`QF+)0jQ`sQ4w@kqSoCJm64EX$Ih&?Uk2J}`W%?Iq2V*5M
zSp&G523%W~*yL=>VFRSnslrs2+JG7h+Cp{}#+}e~23<{&@5`Do+BQ~x%BFXXin{_t
zrnedh!_H@FHpP^nFIluOeoLpK2M@=z<RaLh(Duiu2<N?mp_c9J*JCcJtb74X{{K3t
zCUe0w0J3BFb}v1^VqcDE1Ca)91b;&3W&iJzl3O=%M1{DEcN>tf`-?Br?3bUSFI!!W
zSbLmRGTj(V-C#+-7giITdb(s-r)XTFD`?W5JJ{HE%H?!fZ%lYk_t=RXi+M2)I!QeB
zBqtW{9Te%+ijv04{m%;@_$p6%U|0N^rO!S%2iC%|y$lT@o6LEjC!{g=MewEJL%iAS
zJ;Ir#nd+h*QFyT2IDh7A@mnCj3tFaz7=sQ6H84^78nKKG4e|f1Ymk&YX>WY(SjP9z
z@Nd30-Jec9Wv|8N^Sz!m$=GP~y2sj2%GQ(~lZ!DOA>m3Ux#PBhAdMzh13N?xMN=m)
zG8{G_H${ccIo=4-$$8uOLCLInHaG)KIS9@>m@{xgNDBT8J_?gdl-zZQQGn6!U+aOr
zLQjSj&?&fa?<{aKPGQ_J@Ax9xl51-j{O_my5U@qkrE0vrDq{$tKT?K&Tj6%`JeSy^
z_wpGHrw=~%H@wd;#WJ6p6fz-5-06Jw$@RmYm|6Tcw#Yq9XnJU8el~t*-RqaWLiK#q
zRB1py5F&{8P7=@6dzs|}>6P9Equ|#{r-clgPV(^bf?>XRub{)!@6u^dGQe01?iH-{
z5YkRxbI;#9n(}1DxGgkI6sdp)jOKQB1#WdLL2K@{yQpdV3UxFYcod1r>vm86NUq!I
z77cNu5<AOQLTg`IFMq<{|M07r_E~2QmFM0o3-fiYJrS20;?Lat+hY0*Xq)%XJ%=xU
za@FeT@5h~a>F|KD`%}Z%QF{nq24A)#_1>+UZ7+G&HkWxqT(e;Wh&Kn>G*wk=-I4t_
z1ftvTMVXk#5<t{I^mDpstxL6617`EL@XJO6O<*(9Cl74yK@WlZ3yut;WugYw0+IZQ
zw%moeko|+C8F!%0J^vP#ls22jw*-V4dkh9rgjZ4({wWArDZvW@`&J&*6O(i;6OU-u
zb4mPI8m#V2cM}MS3bh3KD|>NWBzsG4{L7fK#P(3=OS?h_!IOrWIR#%91a8emO+f|o
z(6%4eZ&@X;VSOgY{F8*M&%E?~@;niYr#>E?-~JNo&77Sl5nw~Xwm89}_Wg09aODqx
z;6jfXT%X)XnR^hcaS(tJz(7H(^Uz`vzrk43WyWQIP8XyKxHGE&GB>fIM?hO$=<VcP
zEOn;Zk!s&rmrZZ{yyTTp*HdL(woTOJc1<YJyJt49hso2CTuEJj_1E<{7m_vOv(Bn@
zHKu5S0AWzv`pToryjz<9oM;*nFLIp=Cvm|BA|Kf!eIgzv{c374??rr;#rgfy-pvao
zYvT|4Fy96xue`|5=Kx1=K~i_Tp*EEA!9DI6=&uMcQ*j8^azy)OQ;nL_kPyI0{m@|w
z&xY`as6HJS6h!{-WYV|xz%0_FBRn=R*0;CMdLO6}Ld*y&(k;RwW~#+t`@7frd*W2~
zqRy36{C_s~6<TF=v0aYD(X%vY8w8>=Ve%zY{Lm|nTLcfDAP}%09*G#8y64Lh<UUlL
zb=8kaw1kpjed)Ec_1chJh1G(Nr=h9D@WDZu*{6rsBXA7P*CTrTCX`0~dmUL%)k2_;
zDmY#JT1kcl&^dzvzUu|?MSy~Vy#et<@7<+`!o}{ZiiuT^DNgEmY>?<U_NKg(+_t@x
z>PP<f+`<=z<xlw09c?#i*x@7WQN3xPGpNAwt!?oI9~d+&#LV^vAo6suZ9q_LLd43b
zL-$!<Y`*E;uXe9+lHixV>BQHk3H9U8B#o=Myw1)Zs&*}ykag|-C@rD!=~0vkbn$~5
zw@HBAo9L9t8XpY_xGfNY2ICAub+s=ifDspf0!de;&&!c<=IhkqL4-Yk!6mv=%-QAY
ziY{LP|4^u<OdpTu&UB#L?n37JF1lc5+;#GSFk|3=WlOw(qy17*>yO-$&ZZ`R;=R1r
zH&Vf;{oC2&DQo<<nfXz@7s4{j#Mzg{ecLV>jCW)<8S;rkgtx40Vfl<OBe`(mw*x(1
z`96tBrKwSolldR-s5a;i60UEQ^BWB>M(AY@ye{~j;M@NALy*KGE4c`IA`yb9$#r#g
zi)icvT&Fb6T6MddOY9GbUS4W|cmjAeGwa|H-VYZg)dIf+h^OH|WF-IaI6@LLsSbx5
za#3|{&0wiHeD4`uv&#dV4&&tRAabpd5WikpSzSHQW2KU?J&K)fW9t5u#gPA<hDx@>
z8Zw{BA<+yEelu_4mHm+?yQuL%Up#TphPSBNlMA$O?nIhg1UJ4&@_d}1fb~jv(Vc7q
zJDxzde43ZBq$lD{&s-Qc{r(AQpcl-rd40%`PlhtEHnMJIeqQ{#GKoT9Z=&I);#=U+
zg37%Dhc>ATy?hHXzf3n~dlzoG>k;01Qc`EdJYDD}#v*BYM4YjCGh~elor0eI`3etW
zGp6Unjs$G07BY(W!UPvt;_aKxe9Fm@xbk0v$7*e0B)~cCq7V(y_4_8mn11ElU)N|a
z|1-<YzuTCHOy}-R&_tBUN>uArtw_=j&foI5MNf8>F$|xjoXXt7q9^bbY4ol3p%OE4
zptU~^4S<0KNiQH6hDOAYRj@74$<lrUuIcp%(8=M<hE1=|nD|XT42QphVB7Tw&?FFG
zFrjQu*Q*7U#u!EjiaV^PmhNbM>)~6C3qKfT>Z6Z5)?ey*y|FOXb?o4+SgqSbP#jtB
zFRIr!`BUqi&g>gT4}mG4ndD6yt?LqVIJdA=()C4IK}5Ar<O0KSV?&$*@2S9<8tXo*
z$dI-XS!%f^&Q6hH)In@U3Pi<LTXDe$?4H!mnOSII2`tdyNWHvdu<^6)>`7cCb#Hqa
z2>s#2K<1`aOWdj8!!id%&IhXDutO4MX<ey%6s&Dk1o@l*AUoi!{mHZxi`K$U1Txf1
zv1=XmOX62<gvnHljvFVD9_<`np-KPm%uLpp1i8qoV2-NO2(ITF#<`j$1W>zzpGY0@
zaDBMTn+jTNAP~Y(U9M4V+-7bYIiK9{*Q9>^#Xr=IDs%jR)@b3Imz9)kZS&jce4!##
zVR1Oj2q-m?!Y!~PD|N0GyI@_2pjrw1QFo|%Qp+hbvd>@%65Yz%n?iyw1O)ZTLq5on
zum<9n2x(TkgKm-iymHG*l>xf2R_M3~felR9FV0Dt){T%fRBTG7e!K^B6bH?&uR!)K
z=nIyTf}15UXR2LSAL{Dr4$Rq2)-eP!y0ah*zP!CSROO5|w}DS@L>B+ytTxv%cha<<
z`<=Aakk_(*4e#tJyd$s9CDCTx<RRtqz2xGR%Zv8Tc5#Z9cHJU!%Q@F&!<j)XfXNJ@
z7)Xhv6%~PzC(m>mH8w_4fFg!eXK+ieU8JprqK?Hot>a#jlG@sI+e^cKgM(@yOCebW
zw!T-l7Pc;1{5DJZ=rWkxU$z$ddU|_LRF9M0d%xCHu43b@FSfomT5W|Ky7x0wXr;Se
z{b;9EjEr^cl<z`c=FCfCj)tFY5zsLJ`nk9>Z2pR~`|;*RVnc>}9D<@=jLCie^7mL?
zVvgvX9|DL%!)Aj2A5+%>PIdpj$*Pc+y-I~-?=31yMA@4tiDP7Mk`bYjY?89KIQEPa
zvd6(O6XM{Iz5mat-}}D*-*xr7-mCYm<9xrL&ol1(e(uN6b<A0Of29e)A8^569Vqaj
zrjpy|2XFTj&v*fIQh*g|*OGASRa@6D5d7(CUTEcLN6UbWYvt=XwMqEPyN`UJrb4NT
zjlIw-c??1A;m8-O^51RORuA`ZTUDoeOpBiXU5gXa5-nF-bWYCOR)|>sm(V2B)d@L=
zW1W(tWH8~HlO(SO=Jrs@Ul)i)*xItV$c_ImC3gov!Gv%0@U(y;OoVHpL2CnRPYFT?
zs>W{2zkTo;Q!{fT>!j}ecNc5MWv=;FQF&jhkv$r%rlOTI+*8M<$mzbiv5<{3Q#sJk
zqK1nM$SxcQKxW@w4&RovOme14_TJPRb?Q^yo>%h?CFd<Ch?F}lKitkYs^WjtcK!eh
z3FuM#dl2cREUm@EpY4)fqqrx#^V2v|HBOMkb91rbN{r!ix&0|BZ{tg+kDEd;A@GAR
z_Hgw_^R78ulX`fWgamN<+*X@uS2qfLYr3p?49X~|WVb)azIgpaTs;5v-_zF;eK#T{
zH1XpPTHgu5r%mMqla;rkR%W`&0Z4~l=Dv;&5cxfGs{k>=FuKQu5va+bNif^UUt(E)
zmwi}iQeYWq<6Ei2xhWE>dYZU~tYF|Nk7usuHb#ix{iBMm6=Xl}$Nr4+s@@N!VzSG*
zyY8<(A<J9^CYj}{T$U8r?%R|&%zuuFfMC$q<+CXyGwNJn7%S^7$xRb>=q8(jT1Bx&
zZjF0V5kTqhuvChE*qJB+1%?|Owv``Yd~DImQ|~nHHC!vGejxCZ8Juu73LM&bkYK?l
zwIrMfSqpBu8~nMI47r07+1WpeP%JktpKVy{l9OYTshOYrXOU7!OVTwORi%>l=d4Fd
zL>9lJ$wDckJ8bItx}?rpez#J9;*mYd|IZ3sb*<8_!%7HexGi}6P@4jMqMJA9b7RUM
z&xSv!STEY@)ep!@hvnb6nQNgB^$4`{mZ$8l$dJ`IA5|7y(En4W+MN1IR+I9EUmMGk
zDZ9UN<6u(&#U!+V<uR#c!jvJJel&-zcHf{fgV<XWQL!;-uwlQ&II&H72-onvH<gLU
z{Ab;g$CMFrhi*{Gc+KB6QQ$nku%`O@jXgX7$of;^V&nDCNyyjt_-eNw?*E{ztN(Z_
ztng7gP4!A6xo)kO#CskC(WjoN0Yv{6U@^6l1tdx;PSZ+iK7Ot)fl5E)QK|(^zR8Z4
z)BCA00<f<Nwjo@MRwjh)Vfe*tn5BGOEla^Tcs(%6y)k`PMj}|@{4G3TmL8u@ne`lb
z{sEC+$79Cm(E111z+_m;ot<67<#QLQrFF}*x-4K#c{6Blxk@<zJu;F#u{_R}dRDd1
zzDs6{!mXprd)aY&e@@P1wFm(_5;D^w8r%8m3|Bq*;#7WE%I(n;m_l50gDT~kHZ?0u
z^twUiWk2pdcQK*k2eR&fC%<aBl5k6uNlj)$Q?J~hx4YX<Y}}0qq&d)@moH@J6gtiK
znjzs4F#h`pkkH+@?MtD4R8S(yaRZ3$%u52FuuQTIfjMgN{(V$-3R{aBz&)YSKyV(U
z&A|$$?Ci$5HLdFRP|yPwB$)(DAs}Ypx!`Bl%>h`nht=^-f3y^w${Q0=za#$90z|hD
ze6ghC!NbF!WaaW<^F{H(X8dy2<+x~+#Tbzm{OClbmax5RVsCtlw0f3OY_!`F^48Xb
zuWvJOgvQ<*S_hj@e2(FgJ7xE5@EkcT6C3x$F%S5;g5pMe?Yq#PS9N~=DX|GJA=`=>
z8W{bv87?L%fgo3U(Cr^-NA<t;GUe>Y>tp8b)ss(1o$;;Mr{k9L5M+1DB}x`+wQQ>6
zNqo*x>&cy5HA|c*kRd&Ku)cc?FtAZuq>l**V_^2QS@gtb_44zQFhBsk%tg7n<$=1-
zqLiOcjy~mb)6!yg@eJy@9Lh$~JM@*RmkvO-g+ogV@rktne0DGELXEpkQyy$OpqSA(
z=bQJxiq-9?64b*2gAF;Mv?<KQ;ijL~`do@{t<PSP>o|RBO?QJo_5V<mFD9pnO{cy{
zawlq&5gZ4)ghnNmCtjXQC%4~8m*UB)u0TzLKfBI`e8z?2(2bwIb)PE#LDqRVixW5;
z^<c=yklkGmCnu-BD2*=n`-@s#E;!l|$8LQQZ@0er^-QEC9WQbqq{jRUZ+POejQxb~
zk$0lc?z}e(+;158gGvR!s)KyU!lRaIPY8wz&4_^I^%n8njDVW+zy&s5e!3GyDs9O*
z3*Tu{U<|!Hj){H3`47_8<C8UvxK-jgsXX2Qt;p-kCm=;#7m!BS*(rh6wjk2ifSU$V
zzRc<6g@xzCHp^?%KfULT8!$qXB;7fDc50sw8?FodVu(DIRboC}J4BZ&C2JCSFklwU
zoIYV(^pM21d@AUo2`ETUxxGSTm$tw$U;Ji4feY7xk)7~0w>^gbA)_tjJ$<bkeg0u7
zS{MF66l@DE&{w3U%2R1U*8s%Mh4z}gib_LX-Mr@4dRhar7|C@MXsQo9$pafdkmhA&
zhuVmef6x`s8)<hFvMaWHHMk^q;Zs8#&_W9fq15XIb%&L*Hui-Isjm+ox7feScFCc<
zeb>8;aNU4@H0EhA3wu;6VdT|Pb3*>*k?iinfAkDz?o&ZU4FB_30l>0ne0==cPo9lw
z9<8leK-am>c^apk7rh#KOiL?=W$1mYMT@s5DS^0|qIU;cIOJGFoVL*;4lSkA#QT$E
za@}>cbIG1TPDv<MU$2{+jz8Zh0h&;xqw!|1fsFMR^1$cl0~))qkiAg;02^|M@5+!8
zrr|+h|8za~NdT;ZH|{aS)h>9<|9U~&jXQ7EO^&Sm=);;x4_0x?-fnkya~MWhM}!FK
zzerv?Wu3WnNYk<2WGzJLb%C;tTE{Tex9;#KhaAk#V@RES#F==>Uk0b`nU)UZ=xpKH
zF1KH)!35_$_avDjLQ(5;rD)@vrzXDJO{}ESvv$6F2|k{O`#V}jF`0b-^eQ2{rlJWw
zqocW71F)wQ@Ldms7iV(@P9iaRzRV{BKX57!VAmI$FePMmSF*Dg<bS&%x<LK`Kx(1g
zglwWzM%mI?UMU}aphtAe4SDxx#p-(MWM^Z|3mxY=vpd64)8eaN&jB~3WWkq__$<_C
z4;o+GR>y1VYp`15H~~R^&E`lkO4)aOFy9C>w*z%Ba@@mOYj30s!FaeD>ASuI=NH9;
z96k17yM=<tnBmW+wm&fF0c2?im%TYOkQHE|67>UjX%>J!2%0aH!^HW5NF`Y{;C;Eb
zZkQ0-fk6aoiGJR6woCx*T>OK+vBLIY(41Wj_TV4TNia_1_@0Rp=v#PNJlOE7_by*E
z39TW)hoLf4e7$(EiP^JJV`~>ocAuqJfr=_Y6wwG_Cpb$Z<CG^Wv|kfPhg*aM*ulJ}
z0UZ;g)$r&IEP8s>v5Q1~(baQ6OD9^!2YP?#{_NcjHqf3)1)L{&Yt|nS2Q*}FxeV%A
znoYNa*DOaWrs-C@6&-G&@bTH&?^2KHKX4fv1CWr{9UV(pzP?u&U*<WheBgF>$_8==
zH%-pMu8e`OrjSLRXT2eVsK_9!%Y`Z)l!vhCOiz5tLCRsz-SOhd#$SOw$4mv3x94?c
zO_^rK$e83$uRy0uPiy4##%ChZci-Ht#+X~TkN|DsE3;g^c5l=LgAkufbewdO{8N5I
z;<8Nf7CqeQ@_jhp`}tCF492!f6=&vobg*R(xubloQ)(4ztcN?lXT+iJ67W6rs@Z6T
zmC2MDeR?k8IR&-)bv16Q5AnsUZj}p<C}QNrOnZzulxS}7fZ&<BYKkNxpznb$SNuoF
zCCIi9q<4R%ZDUQ2LahsGXy8KY*7?W~Op=>yAA@Jud&Zsl*ChLs0A}2sKL_Kc(`zo0
zs?Ri(P;SkwMUyDP{*QujYGOiFRaK8icD|d-W8|P>I)04l6d9ZW0x(c2(%B<{BHk5e
z{09Z(x9a_rO;!?43hI=wW{*I8;Rd3O>D6BdUZ0X@jEC6fNJTHIV+54-Mt36{hu8EK
z_jfgiL#eOX_uQfdOOFlD#J>5jaOVuTjVjMWGd$B4Ek6G#%D#zGY;qH0$0xOk$9hV-
zWW$C_EY17URf(1Xj-0Gs>ukEqSJOWy05!at+<}vxLGW^Z#Vo_9>x8#=vM&aKoN8gT
zd(mnE3r_0WqOTRfqdZszMY8GcI@ogPn0Qk|lh2!9ceo3NH=Po5lRZkTc?&qwkN$=K
z^f{TzA2~l372Rijl5WKSR~gv#4bwi*(D)amTm4#G%*|%C%aYXX`%;`erc7N88%9jJ
zK((V+4r};e$)3J}0X&p-nds+ZC(f}0fMiVNN;nzX9Q=b3r9!`2^Mt@>yE%@+)!L@@
z?G=3Qm93StQiJoRQetu-2D0<=oyIR#efF(aVkURyQj~ObXnD&gkJWhWl}|@B!B=wF
znTetDqylh|uX^Pe#Dy>@)Xxe%{_gij`w5-=2^OyvSW4Rf4KG1C6#7MvI~WYzrUIcS
z4Z3_MR@{Ltzx>BZoAGLTDBLa)n8K|bs`ZwNkeH2?EqKIFw{n2<WySYA5Fx|h27?p_
z<g}B;?YvDRrPixIqtpaPKc8tj`IjtY`*;xwGXPw6(SKBfRM!QzDTt3jF-Q=4F&Byf
zqzKr7;JHWj#dG@EXJM^fjXuAVi_5~&MG()d*H>u6bp-5_n+8jL9Rs}8*m7}gql^{9
zN;^ok3Uq84-yGcj=$B9@%t*`Z`YpsT@=0N(&Pwg(h_(3Ci*qe*N>2O&6kf;w(&cA1
zG@-+~e||$<lqK?pme#>xP!K7!=$YA}u;1H4a5!hn(shieXPLTAhDcMjZ~d?e^g$1^
zIwp&Ijo-FjepsYikZl3di%3+TU7-Qn@p`IS@pDS5zb8>@-hS$W8A#pC5e^QO-^2E(
z9Y=?C%?Z;^b~Z`Vf8<SU49_1N8QppNM@9+#Fl>aatp)wi8PIA#`$!N<UHQ1AqKn|m
z-ofWK6M|nm4HzfMya~%vee2$2`9GA_*J+1u#fF=)15X1{)AYTl4z;AQ5cBkbsY5Ny
zYKHHUf}l>dONyBtlFUo=97yAY4fl6$K-dZ}P6+vRz2P4O=LsD^d7uLd7=<qmo3r6L
z0PGDoCiGS{tai|eH>(eV78?nRcrSx8Pnpo}PS+siB~{QgJVaU+S{LbpW+uo;e(?+4
z3eW^!wZbx{167yY9yyYY4^zv7Po=X>NqcBohKIv$;^Rc&9Ky#$O5|tG2u#Y{CVoio
zHTvf3AKv2C^V~*T(GQ)rjhc1LLX1gXsHi`!@{^FndmNYVC;$!pm+=J|AGmHohYVt0
zpnC6fo<Dsm7<8EvSO$nNPlRE&?sY9KAe-e+w;eMEF%;;_rt`G1nKBuFwh>D{ZLn2y
zDIuKeObKzEQzIt$DoEmVW$oMf^Fu0U84@24b-WS?3Gw(b@rsO7m1uDJ6j1&M-BOW|
z!Q1H*)8TJJb~LKR&F`J-jF%#m-K&@R`(uXu(ttYYZ#4?g9jL)z*D5|%!d&^S+~$XP
zfq*k5Xz7raAj%~TNaddFun_c6GX_}$uDdLib7Kn>sgDqB1bE>xb^{dPk=vEg<#~$b
zc`g1_m)Ru0ozU;<^62(a9T1j2k|)^88;#)c-+rBM_U>ll(eTUi1@hpJ%~BpX(!VQq
znL}V*8WfJ}7qs7A2EjBCk-+E?acWQ8i{($v<sl*ffbff}i<yoN!_rG>i`(`i2=Px@
zr$EF0Bu*TPbOLCzBcFr?Jt$1*nrmMcOX%=uw&i(l^zq;gcRPe6GWGouiFe8UH*Yli
zZ4nfgUh-#5*(I=cRSI%WdeG$oa`pj^j(X~_^rj1|azFkil>r#00Ee7z3?r2OEiH<G
zht)Jchd}J;2zb$T@o1C~uGFkK$XmBg?BuOHud&B5C&)RZ>|0d$?j0<eHL(;zv=xj~
zX*LBpMgt)0PfG=duCOtn=vG)Ryss;vMM{^Paj%H<C822MxP#koHQwKym`xq-c=|uh
z!qe8`R}m4XY6kp)9^CN)XE62ipWRZ1BZ4O=r@HKLis|arY6X?_^*tKi+pF{`4b`p5
z^0>Ty4snq0#9U*2{1`fJmntQ1KgKg>!YN3r_asz_4zYne<-P+h#}!twJ>8SVlT&vi
zTfQsK{o=m<=W9C=JUCCn%*^cJoO|Iokm|5=Q@4b}|H!a{YU+!0z1Hp@+&tXUhxG9c
z=Yi_artqxakJ*8Gb;CpHGZKWw;Vke;0;)uKefj?32D6A>7eeSqD~=`j2BQbnvA;dT
z$2JI&uzQY33kni+_?gkY-P$t-)0uZz_E$fW9Gv>zIr9v@Fm-@YBuc~K7yb*tPWvtM
zqrF+){h!0CTE1SEmsM7DS4TxqTYHhDe;X05jBGB@lYy+3#T|LB&fpx=s>owe$<=Mw
z$Uuy~Y&lO%d-TR3kH8<54ai+{;eCumQWh{ug~x4eDLP<6JDT~P()A#332kqoCIZ^F
zNd7`#+3cZgu;_DqBnE{WBo<(BSWsd<VYoWytls~l%NjN-!xIDL-y;}yy#ucb@P7Zk
zd5dz`6`le%OssFIDdo1Yq~8{XUgRF_XP)!*bp0u-{J+|T|M=J9@{P|)1d0Xs=1eeE
zD+xMCHad#UlP<UJzd&P~zrH*N;vl-kvuBtuP?*;cGE@gojECnjzZ4j2LUj3t^vwx3
z*s>hhUDO*Wv@)T9LtQ8n`?dB7X=@^dR^KE)WB0FOQ~es|wG1}_yJF-*!?C{~T)JLD
z&B~U<IDWnK>1fq6sR-Lde?`k8t$;sSm%{mF$SHMr<U;Ox%?IFAFo?k)`84azNeqVy
zW2uPfmlpi+O78XrKizco0STJ47aEpgKkzdY(^Pq6M@tHSK4!Wh*k3&P=z@AwDd=34
z27~Pne$dDaQQx9zJbi{aQ``a}w}#x<vmY}VXT&p(@nhQ6J868^nWoM=YZx#gj}C5B
zA37YbpM3nyS<dBN7$ayxX(Hsl_}tu5`tt$8x^f=Rh~PdU*{x3yyn5^BdN_T)9KrNj
z^`_H@X#=;txVk)6xf(m7B8u^0dX^&W%p+=~ERx=&c8gMGl!O$WkiA#LxYfK8K2gvz
z5Sd?4c`WvCF#psV8Z;+XX0FMeqxB(Gw|TGay(xm`GTTRiW<OWCx1HCv(VN}%WP{z;
zSR=m6(H$$I=&U$0*=}N#N{z6;zvIX_Vm~WWV6I`{b+h0vv!@vzju7}N6xfrHI~Xj6
z3@=Dw{VOCMi>$8VIHpH$!YrbVTV&W2DRX6a=(IZw4BvZrsW7c=^Om6akw0=}Ghzz&
zzn$*<vQL<6Qk+|+D?#OF059s2!LjLrV;gCkUkkZxF(2voF*t3!B4;w6>+YO|;r^tQ
zTb+pHg7x33B6{&u2B1eWfK~jNhZ;ZlmY=`6#X6Um`|*<O7kg0yb^F#E);+Rc*Mixi
zbnI6Ha2H~~4cMsuxoMK+SBlMr&Ryon`PRM=o2z>BW@!^V6G3CLz~<f?7&M$qadxfN
zDGL_#!Hmo+`y7+MVg?7L%pOxQ5KKzpf8gQgf`bN`oEmidQjOTHo2x4ZRj5T)Mmt;b
zDLd>|c*oyB?4<6X_sYCDznQava~0(SWHs|q`b4B|c(1NqDqD_~{a&x|<lvkr7Kv(G
z@;y2&;bZuBo<ni?og^kUS87;H6npl}eT2Z|Sfrbc`C2~i`l8}>#+whSJS=I)$Ij6=
zGi!0gew%7_&NHu}{QLdtnFV^h)$`!BmEvFav)eV^xkz<IKY}p%n-^Ic!A=Yq4anth
zRM_uxu8+lRy&3R)THbyrQ|z&&Yv=#x0G+ZAR<mz17y3BJyl_waOKr=wvuApA`Co02
zW_pw)7@5}u3Ni?*<dj@LPYiM;LtgwqkQ{F)8(#3vM}O9Me3X!|-YwRlEQ==s1k0xo
z_OCXy|NPCr2p*j#;g)!)ph~X7t#~4%(>8b51IBt>bQ`Kz<HUx^qs+Vx-t#0b1VA$9
z+#HX|&i?ke1o%Td;Am~#v}Rp)!9cy`R=L6NT~un(__04{f_bvmdGuX;KGLb-@=!<a
zJR6%N-K&BxuXi7bhTt_axybvo>zCL+WM!R*VpmnTdzTzSB2;Af5<hEerF4rZOJL~H
z(ct1D1D59xUf4spT&Tza#fMox`iy$+_`&kW`LtRZ2<B8?Qg(7{1MWO-?v5xtkI&!m
zNFg9r5ylbPXP$$0rsv6vG2=z*Tq_0(Jw=c_z(5KB{mZv){c;A!H#=8pCI6HTJ^pho
zS5g|<@{(>_>?Z388Z!9dQe5cb$KKyJ2!N3uTJ4o(%UbcO6X$9M@nVcgYo$T?(|+)<
zK@<wZQfxF~^7qdZ`2EqJ0>KZ!-ydnA4z}pn!8!cgAIgLAPn>Z&{p1;*gL4csdDR=K
z7-qTaFu$syGzW)Nm=}&#7u{u0SqYoxBK_HsBqnk$TogfSVf7%}_}iF6UV=gRg0;7L
z74I=juSqXxsDH?u&br3`_t|IOgOb>wR=8@r>D%$(YDfLiavXN;;>qcp!k~~4MOvcq
zgKqaV1OBR3S;ZXMqtun@KB^lxl4#Fy+`9>q2k!T3a))VF3{dZnjEr=Tk4I=O^wAtI
z&K~qa4XBI!Pf4c97{eq-jr4hR>gyR5H`;qSO=&SaF9HGvLKK_v^e_zmZ4>}}>N8}G
z$DRCJEgGShQ=Fvl_J8HOhO>lM!B6*<ibiBw%6BZH`T^GTK@)9y6+b!$MCJ7`7WcTM
z;c*Grp9AlG36wT_m-%6U0)O;wvf-zD5?UsZiSlPn-)$R{{rTDhonnzm&*N0@dExkQ
zfX4d!J-m-Iefiw4T`e&PtCnyg;A@-F$DRkA=hZniC*%y6{f{Ag4KIb?vJxgp*WY^s
zEZAQ)lFCN>DvpDOqj2!I+*DNcW5c>k62Bl2&;XHnz{eBS`U1dPl|=C~K(@WTJU<7e
z)$Pm2VyyNLKKD=lTp|2(>$7XpGIm$m>i8Ouq})jt-#5@UaZ7%WoXeMB!DpQ&qmK*~
zz(Q;kBI``<zUQXL=Jm>3>_=-n;LFZtJNptp%(g{OL2CHr35`V>QJvR(TKr;K>!XIW
z7-pid_(2RW^eLb_0_hi!vjouH!h8V0xPW`$sr{K}1b#FzXK?)%$bkfHIqfChzjxi#
zQs_?ka(~mx(zy&MHwm=8PS=kZnSEMQZl1Ojl`L{gXSM7~3DHySWWc?D@^dlFVg-16
zGf1B9x0?GUVN{{-m3x$oc}=O0Ufy7_`^}rvgmsrt6+n7-c6Ju~KLVT*CYiontv?Yw
zFg<O0wyPRxr@19iIvycs^h}t2$EI7D5$^b387o{xxT9Tj0WkKka_5FGD5#Javr>IP
z2%tf<4{_YD$?@tJKZ^YOf|<9O9uvLijeP-<8+mP!FN(cGw5=DCbW8<9Rz_4}XOSf+
z-lZ)~)ux&PTlnQeQK5usB{RnO<7<hSxvoIWQ>HZLvrE21AI+HVf{u>(7_1;Xe(c#>
zN;U7;uRBz^EpLt{!nWJI?IMiJ_wLYmE}o}lsq?xBKlZLHbYq~jHWQ{fY8?2YW`I}L
zgQygg{MRq|!CvnRaQV;QViM{Qlk{W`GS3*GTyWFsgIifJK>YVs(!ucXjfKVS{nQO{
z5cbe8&!XO(8>4WY_p`@@QaPa84N}(yG=9x=FmJcubS`OR8aCI;kq0Vl16&qCLQaDR
zk(OMh*HVt8m%(hMm~aC>Q8o&o*B_R<RNnz`<sW!_Xz$C`?L2V7wx3IKeF&&6%wxp@
z;q9}Y#(MGe@pboz>}<E$ILktd*0Xr^pqH%I%rz4{LpfnbH8oYue#2<(`sF8N7@={h
zca6Q^>N<hE_7-I#+Opa>d+OCDPB*Kfu8(`FIE`^-X4tqq@gA^1TawyZTHXaPg!ldt
zh?a8(^ale#<PW1E@EfBm&p66nJWJcVoc*&Tp>S62p1=H}kzTG<J(RxH6+AD1_$x{i
z3iN(M@xUE8HUZ@)E(ZK?Xm+A%@Xsq&s+ICSov&8g-)i%wIijPJzjm|UK#P*P8v4H<
zAi&ZKLufr3E`Efk8Cl#W2@QRAW&&h=2eP%qcYa2tayCzn%sc~{ZsC?Ukjp~=5lbhl
z$vyH~>kym9Gkf?yGwO^s8Y+GSDARM!(A|15(5IJLqaOmE*knvaAbYrN&TUwJ8mtrK
zfDcr_H`^hAMNh8xsqsm1L@S&1e7vQLv}Go!e^>;qxOZM4IqeVDqiwRq&EGU}H^!#z
z2c^}Ep1USqEtTR7teSrwYEn1$@-E9nP@UZZ-H7f0ms8|r1pAqZSR874LXycONrUYE
z>DM4mg*hB^<ve=j23xo@l1Yl7*yC;oR0+Z%+<5p00F+>`3<M{-&$cJI9xL?$tmpwB
zQT<%5w&I*g^`1zg&z5!hMn#94nYk2*EZ2d|D<&b4x^cC-@=AzF?fRL{!;S>;sXFZ+
z%Q~`(my>W6=l`7BGd=Q4TXu`Y>bJgJB=GgHrac)dIby&dtoJ_EO24ko101{XoL?&E
z$-_C{Lo!eyf%E{n7~liMm%jAjMYU46>XIMvI>zo-Af*6RC{yES+m$SXe=jg8R%Ab=
z;Jw*nKL}S+9I)CmaP<MIyqI(kJ14U_WDckT1W0)$rC^_kbSwPdS!g>Z$qn)XXq3KL
z2tu$Ms__)NCoywA*SLnkGSNYC*jgwNZINls@{MjK;vDET<5b?4T5OBIYj#Z;3FH_j
zS2*~|`0Pt9Pts$edvRKkCPwz>lXnL#?T33P3qwyboeK6*;XJRv6|Df+9A3+^gb4<F
z0Ki>9CjxUIcizH`8O!hN?2{m00W=H-HSWB%Kb&Jv>$GL~Z25qh@EFBgyjm`MA|sQ5
zMGwZ(kA7(FuMc+&jr44xn0AZ#-ZqRC*fcvF?Qkvo%$QqH)knVjON*YNY>rPd8eq;O
ze3|=-iYVZy!t0BX^MKarTSXHlAoAgrnwyT4Q<O|<!BYr0uQ@5a1%f#sFy+{M*xiMz
zJMw83p}y6yFpwkQx@_pZ+yguy@b7%4gSmQ;Jn=|*aLssu&&D-?Aq?GTqRUrX7$NKu
z62Oobt)V@kZSBruKm?Uoy*1@5;R0==>kb1o?n#hDO8>@>^sS@V)skNwrPN4KMdfh!
z$sNi#cV^XO$1K!Dow|6sk?R9DyYkS@(<Id0{&Dib_Y?2a({FIRBL5K)5tDhGOY&9Q
ztC05Nyx(|Fza+Gv^t`RmJ71GiWnCbN#YKKJe&ED$asHlblynL<G(G2D(ps`Ihw=D9
z|G~HiHjl|`r6E_pG*rZT@cTE<;vDp7)SY@MDw{DAtouO9J(*FHA0HEpE!NzukVZOG
z#M?1qJU@cgHs{i}_-3%Up-3SrTzcu%tOy4qT3EPz{^YC3$P%kQcJNo&<*Xmvf;t@N
z9Z2&|Mksy?CKTv=Q?Zhu-hylYI%4oVtCZD|4zH#5&i4LvQP?k=%tP}5Dea$&thuv7
zb>44_=woYnhIuDy*WB;zb#e`EK1%nNz4+p^!g2V&AEn>dyxBuHBdA8(zOwwDAG&c$
zg1Bp~{OE8m!>e}l<vc<)q4wwimywfW-8&s*mU#jVp##-dYrJH5w90xUFoWd<RfW$^
zyUA~0%JgJhKxA@kWrojJFR;s?&pD}`w~E3K2o=PLbz-N;mPK!OEu}e07-brXq9b+a
z`>-tQ%Z==xuW}0iqXi&OxU?>;B(M?J+QQTR(8A&qFTeN0q1m@`HeZK37~LysQB=5z
zn@Ua>lUgsle>Alxo2m}j+A9Ri$<l)-%I@*!kMv^GUs}Zz2Mk;_1kWjxP^);lApb{t
zPm9IqD1Nvn@7}f2qv2SO<wm?*+5fdnUWnwNruvQJ;3F~J*cGNVJ`(#q6SF}3cm**b
zu0Lsn9_<qA^kBxx7JJU#<Nn`sQ>YFi77o{x{-!(bF>r*e5;-%nDqpflCbvz<y4xM>
zvg=%Wp|=bH2F3F@Tm}*u6U^!p3rvwmRe=n|in5*2`%26t^+4w%t&I3mx}xr7oFG2t
z<f@ir0+YFpz;g7<xBziPVBaBvUIE(Qr45~DR7K+ll&!74b>d5FP)AI9zntD3-P=Eo
zl$NNEr?lEF6Ov#QKE~A3_jUEIfyA`4k(1ahmtBui<sew7LGAT4z9oeD=UX}HDooSZ
z0$V+Lvfb4-bqYbQJMt;#HF`~&dSs+bRh%i^kk_1!G<gojn6E}FNBO+{XvNU;<lW|`
zi<6P1lhb)j*}%KsVCNG5;Bd5+e0#D0t>N;xKtsuMUQX6qf!0={3xRF-S`R|GSQkWM
zcf9svA_eXjmzy^KV6MB4KXv${H$+rpRYzm%lY6AaoDfQ;H<CQmac#t1L-kcHgPQaz
zG3(wCsvN#;zj<YT$;0N8@JN{OIu=B2S!t<rLf1gH2v{pJrY^N@JoS_Z8|uY=nTUvp
zV=E;o2R6Z|*=HNkj8(hIDs%Ck*)_709Xd?;M_BelEFU9%hmOnsvHEAyEJLqn{VA<#
zeXu2oPNs~k5@vD{i&h?51zXaQPLisr>gtj7LGrn&aa%_#^2&qUn`OI`+p;FLRVj8U
zBZ?4&(azBGynh6@kzj0WjDnK#J~s_KF}LK5O5LYeFwh5DfMR;aE(cn%-uW*hpE}AA
zPDUJOUlx{MY4c5XK7O>>&XFxwgXxHKLBw=YG52+1tIS9DROC|jo6^Tv()WBeMojh(
z`h;()bV@#Ju&qh{du<ht3$Plwjh^+{a+CY8WWSa}9%=BLWvG<jxpoIg#kSuw?E<P%
z*YeAsyMme!*iS#ux7P<zGL|u}r1xQ#d3mF=i9*3@Ah4?HS&h9oMg7;WU+;|>a7BZ(
zSV&M1THp2@pE0NLD5IL$WSfGe$qn!F`5xJO+p{uW2ZNR-&gD|kRmt?TW9Z!3kBlsj
z#E}Q!^G*$hYS_jxU2a97z;wpe*cg?_G4317QM{FgTTc{8ka>A|pd-NNQlpr|Lmy#P
zjXq?wG6~87v}`c;+&4C+3LC18%E=+-fp}g#B4Aqc+G#^{b1^s2ns#ztgeKnT)ThNR
zuJ@;w9rk|nUE4DMG-*GKs3{S;deB=cLdkp3p+EnV`cH6EI9{Y9S$?hcN(OIEP!*<?
zV7%J*+R=Wx%-p%cl*9E5!tH6+qi>)hY$POO`tba_PMY=|{%917Cxss*Gar34nEzg&
z%N=yJy{3LIqi=sr?nuZ41Y`r|*L3oUW4{!Q4hqImFpAn_wl}7)B`+>OeDi!%pHLuf
z=+u;E=rwKrYVpGBG5R{+>J+5Up6s%_twpb6EiS6#F+CHLrhG=a74%DBWTGpl|1-na
z`wYT0JyB|9F8o&6I~Dlt74H<~&#<uvRfd4Y2_rZ2ME$Mf*|Ri5Z(kOi+4ey^aJR4^
z?h_txvJ+;w!VoSfD+`AAoH*~MW3_v(!RCuUP)x>@tlQgn?v}5AAp$?~pK>~sZ}PtX
z_#`~Q$~Baax+UlPu2`lDP4mCUb#XSpSFhrQU7|N#YoWxvgv^K4+L^r-6Pzbe3yWY4
z`3gv>kJ)$2ld10P*KCbfjiK>k*vA$Y&jx>1^3s}k30ybgTgf+6>l2n;@uwodbEI}{
z=mY4qrz)}e8jK$Z4ec992)s5+Qj(r=VH}u%z@&T6t*2mThx;-pK4!h#x>@Px%4sm0
zYpuN&%#qD{BGzh}B+PfWHDKRqBWyvSYmJVXIS-2wQH_F21&1O&-C-leq<+I|e{4*n
zkVsB<gUz7K#>~r$Nwu&4X8xReY<er`{a``~GN{*tB`hOp!yi>}TwAET2juVF7~aoW
z^D|sw3aRz=^#n?#Si`maW+#puMr6lNR#n0ClWQoXeVYPj%-#LvRUZ~FhdJ42{87d#
zwA&3ejI)co|2({}h8|svG{w8U=XN$dspcA|H)jsox2Apzothm#ay@1uK5hEEC7D_$
z2~?W|UTX;xnklb>7TDK;;VwPNjcRF0_o|t5=QgQL1c1U=MpRn*dz@u*>p3;)1`zgk
z;k92@Cb-}2d?;a6-n#u~J|Kg6h!It1)~{YF!)*6w$dc46$^JgG5#M)DDjc-44%j^8
zv%{S^wCYiMpH-(MmOI&VSpqb)7I?+uC0uL1v7=i0jue;7Z~(;|SK`6JfDOyF<?TuO
zmEk_BpRAF~+Kk}?Kum#g<$@x8r<U6^dbx4qU~K%x-qZcAioKE#sSICsYa<bu*z`M)
zH(&}MQ$|lmr*7u#=~=Zfou|rGC%BEUvH1joaMeC`1ivLlwD}>-gFdI_-yW+Jl&keU
zHz+J-(kCqLt#@vYh3V2`O>{P+yzF+BENRK$mrfa@Ga7S;chx>g&?NRb|C2jTKSXuP
zY#G8X0h5&`*2CB2eAV_D#uyByz4!B7a65z_d3-%x>`ljGcMwJ1VUOC!pTO@zUBvjV
zXfED5KQ$vG7%!{zg2H812Io#yw?D&22viWbqCJa&zIFw4li{12@WiQ1JK{xh4J*#J
z7ejB(t^Xwi_T9A22om6#c$|Be=fbj`jm@jH2+2@N#_T2=D9nJn28T;Ryw*dv^r@B+
zNt4rHIle4h(vv$o9Px4H_u-L`{a~XJ<@RsZl&Lvi_j`d=20DWMjYgT;Qsv|O$6X1R
z-F%+kWRr(L8b-^<4w`x^hG^wLhzI<1u>9*jbIQGpRcR`e104fHHo2>HR2$UV*)70E
z!<|S<O8QlKuSoan*1^+n)(c+0^V-X?Kd2Ku-N-4;yfe_O<P3?PPE@YGKiu-Aah#jD
zc}?8b7@x{__i}Re;<3uBcK_6e3X5?xyoTRE&R+iOV;BI3KRcyxpES7~W}<a^(P$LC
zWnzPx@2&=z2<X;$l%CYEuH75M75f}`@K*j}gQ^^QK_-W<XAGfNz{_o&r<R=xTtS{H
z$j@I7G9C9#kZ_9HjjKRE!+P*bNw3c5;FCS=hl+|g5aqnb7SttAM@U83h~7<Ap9F>T
zluq3)HI>YI_oolem2iL!9o5RvDl3O|CUOl0hobE@j0`WF!&#GRSnrPf0QB==e3aDV
z&VwF?!%82F6kBH*(TMrzCJvQT0JFjjFC%ZVLE4$#lMM(6fHftj%=?5LjF7guvMiBN
z%AeC0=knk*o5CUn)f1?P0u)Wx(av1aC-cduHXgfwsrxq4z-CZ<YWS^@YeWdWsr-%C
zHzdugX9{m67UqVB=&@2*3erObxZ{gl|NXW5`v$L?l8*U{I>Tqj{Ktl5{w*bsU);25
zG2}B99o_i8vKU-NAp4Fv#cour-cIf}JB9ae;p`bV>0+w|7EHzOeS3eE*7S=HDAT4_
z#ld>qEm;X1(amhQqCXZCL_WxR0cGwvD2!k~+xV24GCMmv>`Q}&O1eu!qpS>pFEfLi
z=z<!0$fudAIPbt&Dk%wjKBJx~?pCYD{p2-0bE7k}uxeUHhI!j{i8vKO{$$Ig75sVJ
z<xrNcbbpTKdpfe(@K4BtQclGzvfxRfQ6%5~VU~nZ)5xK;n2ad@j3Z+o30L1@e3Dfy
zRTouFwS@kK(=fS|T_6-k;g|iWF!$+<e39;Drc-?b1Eo#&NJHM7wI}iTx&bOFsNWHo
z?b?Fp)B2{2r-FNgLxL$rqRb>2*)CsVpR)h;*?I3NPr)ZE2CU$KXM&n`S6VCL-xGU$
zb)*DER(-T}dm?vZ*|tl|wV-L$_#UnIM8<=xmG$%~3B!Rh1XC;88>nB+?)df@04rd9
zTJ}pL)jpsP;KOB`Km8t*?z)t8FGqC*(1AC%UzqaWhDAnWMfupb?KAdF!LT%FW~VH_
zW=Ol9eC5~dcNeq>?JQ=!?4SDV;tMy#aN0EnFIJ!Gr%i@@M1HFCY_8HG-yHVXVVT7{
z<tx%%=BC_I=(`EM@23P5mC~FU(*{HpU|9jkJphR$0O2btOZzg6dJC(<h~}Wy6&vql
zsN<DCpCxE8eGU6op6j6;x}B2%19+rYo*#zW1L&0rm6h`>^8{(Y!WM?yP3+Yya%a?V
zSX@6Ad*$EgsStuLl#!hD&X#McoZ30JaDZE&73VK1TrLU~>XIZfetY#@>l}8X3W5!9
zOw*P(^)}d#f^Sap+<k6sj?YM&;RibNg(8@;tLL**)6-!Ty`{VRwMQ*17zxLK?`Ng)
zh0~@W{^L45F8OmqI?_foEZqvk`P3|S%v?k^ce+w=f$@hbR{1d({%NO<Uo>vo{N=Z`
znGx*b)y?f;>UgSs<HSOI{4+#|(yWJ`#!1oz?B&pAwlc)I<HYtxw3*tMZn6z*z#1+a
zOpCKoDZRl`1p{<@$0-Kxjp+<Z^f!*_XM)jh5rQ$3v|{F29DEsZChdy_xIOWRG%nW3
znU~We=1`0AAUrEw^K~PFr+4W5TN#^9{CALwE_piDS3PdpAE|G1@lIypw*T398Ro(C
zXyhl7v5!=<uF!w3sYz1)+z4e?x>Yu1w+)7!j^ZI5DOi<~WCfYMZnaqPX2q0&`6_gv
zb6R3=uAM*WmK==R`&F6m5n|mX6_M6x*u)QuR-QJ&tp%gsysk2YO5e>s;bZ;;$#Yqb
z=+0GTLWECH=9;6{f4A;Osc9son>TCnLW=J}8Q&`{@oJ2QiK`ef(s6zC4k=gl_K&cq
zAIs9UQD6YQP&HObgyyG!oTX0bbPnW!GtcO|)<8~ggvN>@a==>mY10=d+QI!31(OY#
z3?U=L4of3%ZWA~0_j|wuJbbtLu@Q-fslq>*XQK+U(%RSa|2ybIw>)j?rQ!?JGrt$`
zQ)MUQMYjuxM30>5JF&p<Udp%9O@vai(b%Xy8!HJ~OCvNiy4gy|2U-0j)do5u{ao~*
zf<Eb;%5WClX^^9rsX95>$r`R$#7%C5?r}D9-W3%QflRKo0!&%*987)RgyG;mVYrs~
zj5m!GovA8EyxW+MK?|@tiFI~`p8D?%u8tI<NUNutchJa_uaP+#8KskFCMP2}BR8pM
z-5&87yz4)Km4(Nw+W)X9_N1~k)`bbii2-eakokdO2tHXrQu5@71;(d@2(~wnmGnre
zN*&>Iv#?^KqS=xmBi2wGdDLcQy;MjA2vl36viaeeuC;#8D(7E@C7(oElDfYCG7v%R
zm9@-zocMn)P{ama;N7yS>44em&8u4FdL<9<KQtz(w);hqt=a~O6Li49xb!1JXif!d
zg^*_wAX~P)q1}MLALRgr3UPouJi<?VTizzB#Mbd3*5gR<t}uqVhXH02DL96Lf`VYt
z40QlB5DrWf=D(4pxIL!cGh-WKkHjRNrp#6tKmYF~x=~`xiN;^2;<i6XybcMnLLjuF
z3Zb?(E)K*M&^K<(DycSwk^lt70T@apFYFV1`ap~&@?5y$%jSmwSWQ>*{<&liXupbz
zib5-r@8NJQ`XmJNs79j?`8wdljNaHDWJyqloRgCi28;E;6bUX9MikN*G=*mI?4KXJ
zd{}h5NY^4IHXy%2`f1Z7tl;^+arVC;@zr{Wg>gmn=ImUa2&(Dp!wuGU+{r-kwH4k&
z+?!en{egDv#i*aJZy|=t!l%U{gQUCP{e1TGgA=NK&`!c5!w1hel^~$hoRjsvZ!DFT
z=8t9pVX?6Xqi<j^ODC%8*!FUiLA4JQE*H<fROgC@1UgjK0X&2n3@-?)Y7xCTKF`z_
zWxA0*D%vHM@cv7SM4?c{G*RGx4|6D}b^4uW$fiZ?2Z1Bof`-C*EY{q@;wFM-c2Aa7
z)<<sLFGy4gn{BjpE`#N!x%nkPS1bhYz^pKgBiQ~f)6RkoY^{$=7V4~%DhTGC^qr^T
z)9-Me&&GbwgBYQTh0f*j+53!{4L?1C5OANMwc&1mPzUi57J8C=FVcNg61h0q?D}N(
zV62C{XLf<g@W1H4cxHAk7E5vb2?N;|4qZ%49QJend?;Rh3+~ra<fjExJ9XdxM5=Xl
zcz92~x`7dYcwY!?sPcGDAMft%eU979Uibk1%-zCt6c2b~inzll8Ab8`Vy0ZW%<7f%
zyr6-gXk77)R+c7;C&C=0!*wMui6qZf``kZw?`pxII_BHbK);YmDGS;e(iFU?Id|u%
zI*>p^PCR8Nq&s^4;k4VMwzbZalnjmRbIfBxuGarO+S8sdWJD)P#9b!(t53QS#kUY%
z4R}}-l5PbxH*7F7D#A%{wh<YeT(?ZpGcmZ^KbaC~^U&VD(6;Hzh%f?iOq3>U%AEyH
z8qj2O?$8HHcUg9X(QD^1%<}QgUX{{73tT5<VJ6PTp;D9Xj~DwAaV$+-cV#0i>;RXt
zu@Q^qYu8wx*0lUB3E)IHFu^$<ws~(auEJ0ElSt|F_V=ZOCz=6EdUH*viQ;#<Pa+So
z9RD5R#|<n={7FzCvgVEOqubR_VPEx*kNV-$Qox*hdH!A5lnlV%h>v;w9#WKb+@kx8
zApIoN)h%*35z0<cpa8pM^k~Wu=JDwZkm6vQf>{C9V{|(vqr#<wfG<K#*2PnLVs7>D
zSmYLM`KJFxS+_(K$u*iRYdA9(PUByka)^$$G(q+`@v|>Y=}2pFQ2s)y>UcarYFoNi
zohsFG;_lmhcW)Qk@w|B{8+jsM-^Gs-75}fY87g^lsQGf3rE$Yc+t5KQVEA_gRWgZ*
z#M*^%cU?vZ1F&^bQ~**Pyj*;$>l`_g&^00RLW-Q;?t0&L<5hC^>Bi#_$o$--@4>O-
zr+|7#Mn>jWrR;nuQJi4R{_KfmPalhx!M=ghv(t9Vlg>->c<}qxRWZw)z{*mS((rzm
zztluJfMG<RFl;!8KY5Dy7#sm<nXh%@)p7odoq@f5)a3M|zwPWE-{+FdLH`2@L2~e9
zKY%W}&MTj`sESya60=ru6xdT?6hcaAmgMVce)7_Xp6>4Ja4o@(6XnpaXj+*crNXZF
zF0{xbt>GYnyh`M!NH_s{|KLrc$88QsrueP_m`#NXr|Y4zL|vo_Qyp1ctesQZ-aGQ}
zn<H}+s!TU*p4yz_;548Kc77pHcJjS-sx5p1fI09CV5$<VJ<wO8TEW{+EANFF-LJ|B
zt9U39*xf}`FVUQE=)Fk3-6xc$TOz=dr^WHv*Xxi`+(v$Sx$a*;5D?XCi#_M62`Y-4
z66#hh*+WaDvUZedSumaM!N|-4^CG&JH=n<GbB0>FW!eF%3pleX>`g5WVRoZ(ioTul
zH=0r!T88plj!#H!9gi^VC-!@!2asl#pIAzPtxq~u5{~@xvTf;!5j&RQ#tfeW;(VlM
zt@G0@k6xcUvW^d^R&~KeL-F!iU~~JKv3s>1b<$l;5K<hN!kYP2H3lT1M#Wab+6i_a
zw52rf;S%}JwoTiL7=|0@?d1vP2F$6Y(LD5-|B|F<jEu)~+6xxMw-r^EJs!Jt4i;ug
zw4pn7gRs?1Y$IhIP<DZ(d0-~6dUQeZaFT>o9~524U`=dv5lN=!)tWX!cv$xcyP^D5
z4G-VjK9G+AreIne`V7IiPY<$Sx)(N(wvplsFEW%v`CcH!(P2BvWpCDkq0lT>p+&?E
z-E;SNjc}F$+>srxWZ2kSX*;feln;YR$-!3f3oI}>U}bHsA<uu^QFl5#>}>9EVw$OY
zpSNemyW<J_zxKuKfBP?0O)dWSr5@Uqq109soP`Q}_Y24@YqFtb7oMc0WohpTOMqi!
z$g3op(CokjJ3>xgGJwC{)|Nf#o;haV0w}@z#*HaSQWjMmJ7lmGOL4-+OOYx8ItgE%
zGB8zLXxtm`?kwIM5{(4jMfvk{Y$ep(hG;Ot0R3=R#Jh@L>EYtFN7)5Z%%zyUZ*AV&
zKeNd2ueU3z)uMk-6LL9##^dA0(D|G`4g~K@#WZ+Il`LSs)ipFk2jxHK`B+YU!@b+@
zJ;i1%H(7*Nyt|1QS_|)}akces5~H|nXUjk5eYv6_CHwOKg=|cr4p`V<syLb9>q^~J
z(Uxnx6_vp~lg6=ZvK5Q1T;JS$i!YQ@)H!cLR*T96MhE^;M+g0>ql2{Mk*$XXIZ{sK
z+qC!a(%|J^3`|33%y&K#qc(2-vN;aZw$Rb)z7Kq)XM>Hb)8v9t{1s`ci7f{rd07V(
z=M8tuUAwk>-Nw6-*CvW$)3&TM6M7IlXJ0}C1-rVTV=5lzPR83b;$fCIxBFF(26f-x
zva{o>Ff3Kl?GqM#*JxPc@!Gj*Cx*5#;Sf*zQ15+qoA~W5?x4r$e|3=azu5kDb5Vql
zufBvxuk&!qq&3FX?zUb#@q~lvxfFNo*^v=_Y^8ZvGaD?;fa5bQ4p|#&^3M;lc6Vdg
zJv5-2>*y%cE;C}8;Qw}`3&F1Al36Z$@y4Z(O^xaNVH)@2qXgj9By@lQIX^`JfK*^B
z3Xl}nuRKjI-S=9wAHYILtIz&G<H})qemQ2mgn3>$)@!a`Tg3=osA)X=s#~Ha7fC(5
z%Lt7FNAPCau2mCe_*_-xnSe`0VAeM_fWUx+{zMq6w96l`(h}*b2`JL?xr#SqgCf<X
zL{d>+Q?CLfJRH_+>)!wOhKC#%wcvY4dDC|u;mGLQapS7!arfIov^==$R8L?n04TQL
z2X#wE!7}b_+Dwvnu)gIT?A%r%4Uqq!F9jZtnYH<=-YKiA4j^rYk-1E5N${D1VF7z4
zGH61uPcO1-av0x8J^i=ytsR6};4Q7mgjNeWMn?0dC;pKW5=9+W6T`m`n;6~Zip4AQ
z&z%YuP(9aPtclLg$AbLOjLsQn$Mz=HiFaZPk5S@Y!isWz`s|CIP<MG>IwxK2{=78c
ziXs<7%{*I0@vVm6oVvV1Ne9WUDpWBw2NxRCYo`PLEAqY?+ZB+z5sF4q@2nijHb!~J
z(H{}lvUG2+V@~}Xy(C3PPp|E7mZt_Q)A<Di2(LrgTUr_o&>=PNAQ!!KSB?~*_TbU&
zug>`bfqC`nRpvYf3YmN?jM+S-3zGB&E{5rp23Is7Xn+AYhwB6-`(MAVbqgk!Rr=sw
z@&kef)3c3;F3ZO&Mk6AsXTUPZ?5ezx26KZ!9auYrK$Qy)H{dzr2Y%TK>v_<(KqEy6
zX9r|shUiDI(LS)L76+dJ9S;=8G~Bv=(>sRGrknO>S5xT=>@qhtScc+$avV9GUus?X
zp7j5V$Typ9ezZWM)q0~P^K0y6BCuVzb&)1_W7YB(f4pegymJ2JeXeLa79WY9V07+G
zeH?-`^a(jvd-abm?#aTc6z5i3m|I~&-IupVJQsoBHae;TOVZBO0DPI9T)*WFY!a|(
zLwHIuxj3e*<xibZbHl20XJSLVL|tR$sn=djaLGgY*8q!fw>LT)5e)E94A@sgk;4$Y
zyu4iL2sI@vn(Rk|D8spcnUN7}bIdWKfeQZDFI<ON!aM}C*Y;eb{hmfZ)q!kP0^9zN
z090|IL?x!+%753|xN05Bh5g?Z#$OE~-d)?Yo>~fae#3*wWo#=Ey1zBp^XsGLyGZ7`
zkVqDcf<d)DBiPGBC<Xr{4;vU5hKdN_BWV`EpVYw#1l!{blOS*(p6Hhjrj|+Q@_YlE
z2Z+`16&&!ML@#eDkhI`Cf$UP~I0MVUlm-v}lJp5fuLXD|kh9l~WaO8u+l#lGqMD=&
zKYz)wTYJ_1GmHtz`P_^S;tKE@Fzy0i_ObzN9<zv1zT!2ZGeB93%Q-angHaD)$|dX4
zt)R_?MO0d}Py|-8m{giy^7VN3q|LeGi{bE8S69SJ1lsuwrLs}Le^)(r#8|3fPnjt0
zteDJTSIXe26$=v@J2Jbw=3ghviAE$gKDcNvPAG8GncACPN30J(yAI+_^(49_9F8NV
zoe-iByo&{E)jpU!8Jc};3TYKC1(a|n*{u&MYH?$eb>IKd0_2R~#gDL3s2@#E%bP0|
ziQ9u@k?jbC=5>;4IJsGx5W@j4qkiqPF>W@vuH`brljOi~TKL%hRLc7^!pFdE5TI#I
z*FppaLOt|H&}=Srf%R*)>he>61VW)AEzLY3>N}n?vaz86<-^9U1lC;o<W=QJX1&_W
z%^OEv6dtCSzQKPp_)raR#m}?()xX;ivISNQtrl<7B4y*Zfa<CS=vzB3>~vLvS4PdJ
zl8cRX`G)vk3S|~+n!fMD=Z~dToV?Y3<wJvgzQWOypf}GuZZ}N1MsBQDp?3YA`aV?>
zRB>&bEbQb|+IlB3ze1O;M|swo(QhFA4jCC4WMe2?xT50)M*&lVNC^`~=~e(X;R)!<
zU8RqjTxJ0Fe9xQNNVmEtnUZb=?DK#OEIR-w;lUJWwAA}rASztHJ~w~gbMQt7V%0x%
zdiCe^h-fk%JTyD^2WRYsTL|+%mH9#f0{#dLG$hbtcsHvrF-6>DgX_fh=G!N{RshP?
zH@8>5Uyopw;m;l9PtYz<b6m=%+{d<EDe-#rF9g#MXd9SQyoY`tZ@Ym1bxQKr1<<wm
zSE^Bx7ggP^mkPA_`ZN6QgKCF6q2onta{8tI2`pF+1CJfP-`D1@db5%WJ|Y!dLGrlg
zdp?O>mO`#jwbMGz%B$jMreOQc!W3jOh?@6yV#bQO;j}Cqu7aWnua1FR&Km>UJ~FQ(
z%U0tNm=_AESBZ=>Z6&qI-8k6UHBAtC?PctzkE?Gw7gO71_kGVgtj>@ObvEKSe-iB7
z2Yg|j7Z-oyRN+Z`p|}{aQ1aj=NL!G!A-%l337S^8YFc3+LXllL2ySth<C+?rlyc3V
z{*HF;8K8?xyY+9^EtD&Ks%!rgDf+p!{90|{;?nC8yL_E8qZnh4t0ud>G3+wSd$K@{
zVeIOXe7A#rC+9O#W<ehH6G)OBrrZaMh|7~>K`%dch}ro@FtUuk!tO*7jp;Z<)T#s)
z9L?+1y6X7(N@j<<GQS1IH`pH!2tdT>TGI@?jtD4)RjHMZB9Ks3*atpY!G(lYKs7=1
zZ>`j|R)}E4lnGD-z_KV&svM9Z0g$RwfWSab*r-mof-eam;IujBsI}j4zDs{$tJL<#
zhy}0a-YX)102B38C9Cr93dVhPU>ZPGZAidw7?`*-LPNC5j&j=wlNdZzy+0>{_2R_v
zPE=Sko5*1cD-44F2`U2TyjTxim`8UcGS4rhRINP||KTORgf;E#x|nhMa&gB(AdErc
z<sVF_DVQdn4q~*O1U5P0UB_{OzRQzIjow|6_N#oX=G;fmUW+FYc0Qk3t=S{1nBF<T
zE9HK1X;mEBeUQZdX=lJQA!5!Qrp~g%(I50nyP+tfZ5)Kov9u@tk)Ctca9PLXB<P%9
z07p43em?9L6RN@4XrRejj|R41BXqSfrW6<C#3jS4#=S@V?f@wGAS=`ASLK|^$s+57
zA=tS9=q=iLz}GNg5{@OD7UxrFXTWl}2#!*eg64kEV4pnMpMAsQwa;_cO0DgP^PeN)
zMp=cEo9Z%&+wXZo;N|u+gTIXBaFx9~<Iw51m+S9Vj+}|eh=^j-hUXH7;X{nXvmS(N
zFL6y<IK8eNw2Ut8a_74_#Wt@MG}irLW~1!hVp_TjAaF3&{}3GOoTqHzXDumlY_mtU
ztVzRFKl`$~yZgh!aj%ICO)hY>`3mxoUm#X`kY)Q`J4XPv3zK|<P<=V7wK7E^I&Vj!
z0lUKhNd<0NZ(rXHm;n8!dDYbDgaz<dAEBKAv{mf`f*#0c9?)YQ^Y@Dn8m}Z9c3={X
zh<10eSQd+2TXir@nUEb3L*M<k)pIdAO5+Qz(opRkVDVh#E8MLrDKCus3{mYs)00<T
zWcvW@-P%Ag1;zkijqeZg)|D}wPmDq;|NOR%Xgl5{MLSQQq#j%q8e!fV4j#8&@rwfQ
zCF|^2M+*zQomvRgJg|y@BiW4&2G6%nb?pEZ><F6WUPw_8@bH#Ycw$i$=V*yDvxXAE
z&KnB~^Pg{^;KH+%cy9v`4WvttuSw&zi1%QY9gox6+Rg&A{PVqmZJhA7m<ASPZk7qN
zT}bMVGZVoD2lMn$9W~ibXsVz^YJJDwFd;v^X=sp##a$!PJS>rr%i%FT5v~jn*|Qn>
za)O|VzYvk|r%jC#HOhgYkKfc_#Q@sXOw!gY&8NK;N9#yuuWd2x<CRX!mf_&f+rNIF
zf+u}48!jU#^g0$l?9#eHGDA6l7fW`etLIbP^w+P%b#8*FaJ8Ao)9;O=1FGKcuTG3h
zquc+vgcn^p3i$jud`qUMg)h8)u9hF*SKHKN*~B5cdZKnC&u%r4&&wagd^T06ai6`V
zYWS_sz@dZY!=blj879{GIFg*+j!<2VQvpzLAfrSh>pXtg9cs=65&RiU@!p&|m$FTq
zJcs9wpMi)3coh79K>&a7?8J79nA=)H&TvC&FiRVFE9Cu7!CQOb&1IrG-C?rczW=_G
z!{)Fh@Ula8bq8RykeA)G53XJvdX`BdOP-l}pm9bqIlju~P-TyTWUpnmi;_EhgLnR8
zHsL(4Tk-4)-f2yJOs92C8U~>vB!WOr7N*NBI<H?<**S0M$oq{Lch|=rx2t!;mCz79
zcS%gT?FOHA-5YB;vn<uPG9(hmKN`58cGeL68Lo_gfINHDeT~W~`&a;P!A(n8Rb&b%
zC*V^6SKR0@0v{?-z5iqHyWinl+ji5NmR{5pX?pZ7A&Kasw^1UZccTw!NFqoGqPOUb
zK4SEUh!CAoXNWKuogoPJHROH2z5j##!{@Np%CX2Z_j8x4oacF6_Yx`reBbk}W|dp5
zFTXjESyua9>@qc=E*jV&NM3+s1Xi~3G4E7mH!==TXvkB-DofBq^Z-45nmZ-qELB-v
zl76^Q@idXBQSzVlDv)8ALm?a1Zr`G*Q<>`-Yvyk%q{!vm=e!7kXwu)U)#`-Pvs!Ft
z@GF?o5iFO~pIW*ba8qL|D35*vkq$!UrCfWI^$%+U6uBE_+BXph<n(yYH%L-X=J7?4
z+Wmsbm7s`v05At>D-XzvK;L+04}?FVH(NbGqV5bmrW~P16_2Rsk7xmF$W*5OKqt3E
zF0rT<2?%I|CD$$BQtGuI+Evm8IvRPEBmNBY;vulSaY;#+5~Cl+IsLdP4&Cr59m**3
zIkxbw^br*hs8Dq8(7LQxP9}JFZO{*Ds3=lLqiS*=ERVHK!)Qvidu;o2B_KYIAA!mY
zpl-pe_Z&p)!;}Lj2U#xMEBM=~OfC%j?DkW@XW7CZLH`Cu2tA<5QCBxN<oT&;Nvbyh
z<cDkxW~7rqXr)*|5-H_Q=}`;yh+oZ_S8cmR{c@!i=jBW0F`)PZf8fXn!St!>l7uSo
z4}ktc2n*~_y{nE;t6<a;%00*J5jyg}5zw?a;l&r_S#nsy2FlTJlG5U%*4UwgyN(A&
zOzFZ2{WLxRgznI55+<Zz1iKi*0O%jGlthQhK!1ULlyQ`95l<;?dVY{1o6KfEkJ3Vq
zi!M`HW)D_qWJ0@#T`Omp-DvI2kEbpO;v07Kp5e^&_-NjD-f&*l>bZSt!6tTtj&dnH
z&)W}D5y2Qu^_tGg9i6tKqT)QP{zp)8bWVl!_?yhT`L4Qo&pId6Es6VVEhX&lJ~{~P
zc$~olEmd!CR0CI&=}cZ;cA%(>KweX1)y)PPZoVsXWEZrE_R6|a&$Ty#+diYFHPe3O
z0#SucXMAUgVsrfoARztr?VHB1FhBoYS=kbQNbxwD;2>lKb?hM%RB3#y<FH^1BO)TO
z*4>^@8X6idu&^`~axgX|X|O?%Rb~(jsf!Cjd-F;fx*((d@#vqw(Z5lhcO+Z{wXesb
z2n|34dl=X{m%xeBEHys=?Zfs{%bm=>wsdX-SR9M?x`puu6%!1`guiv+aB&Nn_djXg
ztGJYd7yGGG3$$5k?y8GPK8f&%*A`M042Scu09|j|J3IL%%RnA|cP5=bT#xe$=9<ho
zZo_8KmR*zZso8sY52aCxk|#PT$)ubFN7=1nlu2C@-`QCQ@+8&L_{l*TTfG&jtx>5o
z@0t2@M$HsU2i@)Veul0Xd;cs(R*R33Vf~<I$0#Hd+@(XV4EElm4C$2=+k~Db@166-
zuP~bWl~M6*W3INES_)T+0ZL54Xy3Vk!-Z%VZZ1ZAEHBZ^C?}7D%<8V+7YG8I3cK?9
ztwBVIu`Rh2Gb#-EQX;)~j};TXSi^L5zy1^APxmvT4ALAnK4n#pvfjBmH~=^XY&j&{
zB?|`N=z$^S>2-|7<{@zPt0;&a_^Nqr&3M%D3wQpL7Jc<DZjBk9BviiHFYt>0_C{?v
zN=}RfO^3!5AiVw13KwYFRV>`+s+gCi)I`L4FUrwMx-Uv}EkfuCHtAD!bpk+-%szii
z&{gYGGlssT#-Yp#r;t?b(cu?#=q63WAVgV!x1@?_90crbLqif{x1fQY75#-_=*zih
z7(`topxK)Fkf#ehc=mu*8ho4MjK#%Lc_C}cJ#xO&(AfcLKmT(ef!HM@3e*!g)=nHQ
zfTEpf`ug={mO}>c^e~C=ejxmKis@;DJE1QyF%8+#J-BiD^66ulTm3)`cI81%+9I6%
znnZk9<25Mh$k7DF?8<9@!N-m{2^<ihegV7mj137ZX}Ky-SnXCJfcgf(5g~<4l*Ani
z&&(G4@1FAj^?${Wr?`L=sRP)ufym+_NUsFz+8*;ZQcNv$ifPi+M%0sWMtM^wFe}gi
zbiN=2^%kt9tOOwPlye{J+(OY-4j`Hm;Of`jN!;`g3GjY<KtGBR(cF+vN$J)LN!Xk=
z7ZZ0S(Z8Pj@0@tepcv-I?_5~?*1oSAWwF1(H2}ai&{PYPJeVQ;NlUv1QnC>T9VKFL
zNJv=Im`1)n)iVTcX#9u=+~B>*L&+sC){Os*0X+*)sES4FA?YUP0joOu@(YJmaG_<6
zu$TRJ*9!8}YjEN2<iy0Dsr~&<WzFBeAK4+DAT)q{QoxBoAcR;(TdA#vGvwSMr`v+6
z-!^5x2m0VA0sVi$@mFij)`Iyo-+*d^qtRMJHfb#i<ySa`kKz9=l<ADTbzdzf{G?2j
zX^4d2WErLVCCDflJNe6gy<vAJiV+&2|076@_t-!~x}N>`xRUHuC~bZ=<$%wI`&U8#
z1NfU_)|DXyC3++NFl3n5Vho94A;pl)Zd7}G3K1&SF4v{5gL1lu5Zv(F0@bjJ0&$hb
z4c$zQYqsCC#PB?Cu@|Afz|L8{5N;0vYHsL`ZAXdPP3N9VG~T4DGCKE=={IdwdhkgU
zu1$(smBw>vt-@0Z03U#W(b35|96gm!*h<*mz7p9MjNJd~;A($$;eXE8%7N=B=F36z
z#JuO~9`#|8jEi>e4Q{o)Tid<~tyZTBO4yonQR|%vhlWFZ|6Z~8XwrXzMDUqu&%rH#
z&!CfxnJ!%Pc$35m@M^+(SGrEI#R+JSd;x^azqhyMwtJy}kzieq;x!r3xHRa1>{r^U
zOWZN%{T?-%r2F5)iLDLuEQ7J8;zn9yttIb3LIp}VNUY!sdwEW;O<znBGK#^$X6W{<
zn{T`qE~bP&CnsOu#ax)(mlc2!B$pF>HYknR44tR;D!E)sN8kNOQ)2Sl*Hb1tx(XUs
zAV*w5%VtEvD)ZB8R_A3_x<#kKg*F<#j>3$v6~V=K;R5wSi(K5q(z9>z;uQW93te)J
zORIeoIAR)7mud8(uJwgX%k%Jr=XANxi?$i0#f&cSBy{;VScM<Z_X3BwS9l`v1(;xp
zfO+Grpo}Y-nO|viKg*vzdnoNC)5OQGORXKnA>88D`Bx|%(`uj)ukU8|1Ez+NkEX#U
z5JCV5)$(05-T7x(A?{E`HZGm$c@$~D63<)!s9x5i8rTb42uK1?TLH8T01@P`0LTH!
z53~k9{m_$-z>f7BG#7G!9AR{H6kyT)-S%y8nC9nsc5uGz&8qN|EW(dA#JFaatLV~M
zdcP(ijzX~kK!GGt&_EsY(^ypkqXejFU!NSP{{UOw)kDL_foxPog)Z<cXEH?SKofwm
zRFaiF3;--3LM0*tK0`OZ__uh+j3PQjSEbIJ{Ldas<7_|L;By|oh7#To6&~Sh^XN6m
zv%25q6bo2^lIJX#p98}&guhRQjwhJuQsPE714agh7{Bn@=*hvlu}C9uN0bW3zw-f7
zUop0c(Yiy>Y|VR0Jz?MQ6_&Lld(z`v>A_Qt_UPM>{atFk9_J&{s*v6pi|o;*w6u=(
zUTlOCI-C1FB5~F&;gy2JD3_%_2HYm0=CVylqnI=~-YAVrW|!Yz1Z761MjMg|Qcg;?
zl(TOD)Y~w7pyQ;brf$RGWP!n<q#e+Q3|6ZUy1fFLOz|^Ni}R=;qpIC@;EA_)taMT$
z+htfA_OsVTJQfBOLss}@|4fPGrNhjnDny3Lr)sb`=7vGP8Q94aQ&Y*QseUlM9B0*Q
z-7X%_*k}?Dhbm(;T?lr0Pn}{MJYh1+5S`5rtOsLNz9TyF@_$YJ474FTkadRU%9Sg~
zR)k~y8K6a~HfQXCSr&nQ>$*@N3LAu?Ngjmi&pm^_+nW{eWAml)pG8$$Ob}3moYe_3
zSHPv#B7N7+0cQ@S+T8G$AjLTY$R*Uv>3(*&q)O97skVc5s7939#{jsUl)_Tl+o!|W
z37fNS6g@7bR~;W_H?Sz#JNK>q3uTt^3vZ&80j>X2WmGDsBbjhL<|n17;9C#_1Y&TN
zIAnI28f=i<a5QCkHDhcwt@BIz%dC^qcdD)E4>dSWP0?8~greqYlsGJ-hiH3WT^KH(
z6M5@zA@HdiS&2?bh1<fB)BbfPp^c5*$4WL9QAV4OGoavzPf}9Z*H;R9d_qiZGXR0M
zAwj}7%?vgC$}i}vbVn`we`d1ToWc)?E+XbUwTGMm7k&(DY~a#<56q1d)E29;g;Sbg
zgXCuPEnmwpG(5fus6~!pWwcY7c=y%uE|<BHUegdWW8<f-zFSMv)!SRpS1k&hy5xF$
z2t~S#Uy5JtVj_SogKl<B;Cx%5s1aD%RMi^}KW?VaXB%z4fnMeoKbQx>ooeTaX!HAK
z@xGRb9dqZ{oK6_`ybuODt1+)RgNmO-iB{kovQ>KuIW(0KRJWk#)cTFvN`R?W7Gcql
z*hiRAz`8UWu$M5gfa!wK3#_-WwXI(g2P_kyIl}5B6Em^MEu>JyR7H=V$cGGKS0;^Q
z#IwTRK{9-T>&d~t0#gE7FM#$ya;4s*4q<%;6Mal{Gzdi1GBwUQY*eXS3)`DjSqTQ>
zs6MfoMXG9GZmE0yS5$z*7Q?xp{}Txxx%5@MP&;`4*_^eavi_boE5DBcU81@Qf(`%-
zyEJksnhs^S*tL@%(vYd(yn~<hof!k*uJ6n5t;VEt7i*9R@C{XSAXEt+h1@XfM=d}T
zfud>#WHf6ezVNlVe-m&YSKQL-r9~qX+P;m%od7kgg~cmq1_efL4-_UT&0^6CJm&{z
z?>m9OqQMa)l2cWs<HEF9G(aYx76KTm@Ij~h($;2<o)B;S1#@lw4CikoEX@9Y?AgoX
zkK+5-_v4=m5-=@U$D$6w)F5l8+3R#OR({jc(mv8X8&8DX7(@Wd{WCy6f;vL84|)f_
zZW!IecB6&31Stc=H{Fl((IiNF;O)N?1OEJ4xaortY@JJJZ0_B}efec(djfFAy>Umw
zz_19aG0@W|=jH~f-uMa`C;*8NvhtkQK%P#sgxbUCHqLPQtaSH9GF-BpKPA9*I;(^U
z_@2r+kcBl?9C2?IdvYS^q4WQhKOVU>9#zRZ9G54N)}9z_IV=2?PbrL&N;MeaZ=fN2
z@`;=Q_y9J~o^JDU<g3^RtN<&dXs}Uyr;t4e>tTyEKF+#hwMWw1<xMGLZ%gUy(3il;
zUtEKZnw-5fF{0-ZDn2ZQ=+?M<o^C1xp&Z*+Fap$cbf(eQKxuUT5Xd&`ctG?F0Xp2b
z94(E`JUCvGNrX5@&@6js14vy_AJV(O^XT(Ut8#_w_0wDgLa{~L@mp*23ku`o|E-XL
z1u=|CkR#eXIlwO(YI4YVY-(0>>Fx`|TxH0G0d0oG2kv63%g;&}E*j9Z&mmzUvV>5U
z=WXV;PSaSSD05<Js+n3YMeI??;Z4c-K*|E=0MN$8wF*(R;O2U;*~UBuH`nkpWYuw|
zlEK~XM(NTj)2+1))3c7XZ|Xn&>V7?<Dtj0VF@&E02?E{Ry2PUt29%2CW6*>{IGA<+
z3s|>NRej=vqgwWkx?(zsLZ)F{H0l`|At8roMCre{+#N|=xgkqt)h+&Bvm_2EN8^~2
zw~L2Zh)tuqYo+d{PkY88LW0M@GyaC>MQ$elg#(T(L>Fk=6&{*jmGXJIVRSx@WY)FT
zP!|ft8CiBGwLAHNkUN!AVuTs(AP{8BC_oW#W}xVUluTB(0k{_=0$@mu<I#%OKpUdf
z>J={w!qdI>pr$`h9jbUuvsYjJ#%Ulx;E<}QghW3lquifdY|2%kS;Ubo<ELX1`8D(M
z4^f3)YnYDt^+BdwWb3J*BFgF2%!cHoOEl=>KuGQ+LJ?JcgKoEw5ZMf9k&i{EQAANU
zPL5)T*Z)*E_`4_D6RlWjEkc%hQstDz5}&<#2)O~nqW8jzk{B{RYJQ~-`*~{c%E$EF
z%m3Gb44w%Gjgst4r}*4H{EGolZotK&YGEa4;==C;>X79#9-bKw=I;8nKbPrSXyZR}
zVQ+u3C{^g8JQ7C4^ZjA!4m=(`#SC>^P?X_U4r%~MQ;-mAUAS=Jp+rfV<w;P>PQc!2
zM>2ti)5eAs(l+`70~k$}ytLXo2szp*`7ip$?(Q#tUOA=sf$^;aH4Z%-vH0l=z2_c4
zbB_d|rsXe~W@BIG-b;B1;TiCSaI%neaC(J<r-p*+A9cSrMG#xa9%#hUJ`l5TZHkBs
zeIS-4iEnSV9iQ_>G0f=~eDoDHIZ<~ej%Bdiq|}yURX$I@_dBjtQsWEae>OsalGn_E
zxw@EdBBYIMqUQy9jtu9{4ceL`8e*mrd_P)QrbfrF%bsu16+@y?^e-wl6R&Xz`&{_h
zC=7s8d%M-gTuXXrPs#ST#5M-tv@@|*J1XEfWpxfMFJ#>a4_JC|{*YfljF~l+l$v_a
zwqr$p|Ni}1b8aJF{6LNYo*l}ifL6TxUbSHh+Q^DaqF+?4Zmq_O@R_^LU`j+VVZs|#
z$EBrD%DY1u`Uh2d&u3Jtlc}5v`iU-O#mgP(bY_+cNy{ebxBDWcM-Cl3N^?}sL2!VT
zH5eK?T-Dv+-EfK^(wQl<DioUON4NJTtddf-Ietbt`#67+x@NSwya9bg`&#q|Xd_a>
z<*$0+Z4NsCQwiN0$0vHuez|w~1k%lo9s16^N2rkUww<e8nMJoeYL?E2dQVow7fbpK
zq`oQlKn-8_S{{<UZcUdPz2v38TrY%Zv^cb9=ZmrZCd0gERi3rfA3hr8GYp6~tdl)W
zaOqige>k`1a=7d_GMVWVn+R0{17l#Z?Ua(X%cPKC{bRpo<4g#gVn9`zsnG$~i1GN;
z@=*6-m=0w3O;3wMm1`ORnGzFh;3uF3W*EQN{!$>5+eviP)CX!8pk(TKV&Cd!BB@j_
z_lIL_B7=4`%?Bb^j59*$<2Fe+7$|u0R;n$q{>9bDdj_f&*nggmJB2k@c<rZDx$1}V
zoc;Epst{$6&?i{9h^T1&^sSZ9pQ=(Zt9BJP!Fzl6<#L$PZED!%SgMz9qW(y^31F$^
zI!XzP24!}dzJJI}^glGTmj}(=?k~3xG1=(?S?=PJ1DB>f*v<wX^OLRx30w5WD8Qem
zX#>t2^BYG_X=Q8D(9+6>!jX4#TYYZ5UX{21FzxqMl%Mn^^6IMfqes%9+=wS094hDI
z<AeT@chc=34>=|pV7-J?>eS$;r`ZQ`G42M(V$<f%4PVy>nr=wn4@z}yUUn1hbK-M~
zwo)2hV$}sQbx|E};-naP$+Fzy>h@(@E>X>9yYE!P`x3uewOX0iUbT8<^*>sGd;CB8
z7}VB(ZElRYU+=l;mCQA%bi+<#xq&d0s@N#8ek!=#y|z0}<($hydwGVA6R??}1%DZu
zy}=RIPlGKS{{0(^1}Fw{2rn-$o=3pzT@91F;D4!;pBSV7dT(7GDcn+p@mm?&TZ7-f
zzk(U!Nlt>r<5z-Jf7#-1a-bog&IFLGwJPqW!pFK1f;PR08f>ZZsh8_`icN3itqwUp
z2%L7(_wZj1On1iqDON`K_K0q-gfon-b)?8#5WzdXY;v~iqiWU7Q>or^s+_2x32eFi
zZ=;@dmUo+%?=YXmXIHO{jM9`>nLNm=N<<I_Marg{%D-Ha@g+kYMX$;Cr3#NF8*3<=
zfT{%!Ygh5xxn6>&k6CW6li`|{V*z#aU<?a{#qf~-T|Zx@3IZRO;hMc7!B^^dP6yq8
zQ6mKD3R6W%1N?RPhT7t^^z;|)G$rlSz;RYqR$AHH)1epsY{_`e5Zx@EoRMC*^7@|i
z`p5vfI|BWZ)sok!J#vnaHzzKhk$!!#Nm7N)YBKel3n@t3zN2qwvYYMP?n+)SP?sD=
z8W`pMA$l$Ms-|7SRaZ!59;O@DLRo4n2|u2=B4ppuBdCrh{V3!pLo@spqYr8!U4#&c
zE&NHtaUkC6M;$NtpK#e~i6a3O4`e^^W=>@W$6NX_oK1z#^C2<I%Fbp#f~1?%A)}07
zZyu&&juna&q7ORM)cb4UrQvGS268U`wdi1pU(1XfX~WkcD5tHcWTUFsnl*c4Re7Qy
z>Fr9;7{6{thK}Qz0>#v16Wgg*q_@bMh>}!9q@9iWS6&7+sofV+rcL*T<F@f_$#YU_
zC`H-~dDex~%+&hs3%)ZRdP6Nkb*Z-M3EpFtQ+7cLp&-eJjn;NYe}lrjL^l0+%nSLB
zzX`;$jZjFyc4lm8Eph+no`WDEf8O?45D&s(X#a8Wl2h&}_nTF7*52L*WpK$r)!C2+
zBGXb)rN}1Pch)FXtXSOFW2wxuQy_*xZ~woM*&e89{p_{+achIf@@{kkX_<;hz+5GC
zK5#WVm&J)2Lmfp;q{e(uyw=s;eyP)-BCKl_74-J)jj+b=NCep6ixogu!|>89xz4u_
zW9@jvpjw}E;%hFaL3Yqn9Ywe^5L!Nb>N`OTQFNA8cJ0I=T$s-WyNVS*?xUA>Sg;?G
zkWh8|sMjQJ-|modu5C&Fy?~4FOAQ%v&HSQpAdWq={Aw0MD}s>kpdHH0_?`6Zgf@6E
z1^;q^1$S|s?-8xUGqeHW4_HsXz6-~Ty6&CHc{qh{?x(=Me$y~|=aoM67<x|w)d--W
zgk9dgyj%=nA85#CR;jzKG*6vs4Mu>lNELLX;L;%cfedBYNQFqxJS(r3rqivBVX|<!
zusc3szxG<Mk6x>a6RX=ZCQ9en*u8$4`%lLYg!Kd%q23#=y*A32_9S1ZD1RC6a@Vb5
zNwj|2Z>Y3H7YjueU;;-^vfh0E;07aYw(5-s(M$_%1VSEE<pCODRgwh^1Xv(2KLeN-
zjx;4ARRL6f(r`3?JShrg?c@(vPVesPD>J@7XD#WGfSHLgSlDnBSDurfO851Sqh&v_
zJH!mCEzDmY?F4+%0KqXAzZNvZj;(2Wx9p!SG}&tC6fEgVv<qjluWvzB`177YZJsN4
z84xgUT;06bm8)^qe*h?e;L-2=N?^Thd-LzqLnQ|vUnpyX<LSWq=kplV8!-B&Ra74)
z*G7;XhddKle>S%si5PP#yLbeRfU+Uj7{jK8zjLEt!B*amEq`^mPjpFVKpgwG>+T$=
z2%NBcJw@1R&|I%=xrCZ%D0eY-!l;v@t__;5#BwsN2S&!GP;Kb__N=NR57)fu@w!~K
zntcn=KM7v_Kw!r>FSQJm%K<nQ9qTQqL*pl1Xe;*T@4Ra7QpNCE=yTJJ_4U&LcYzJh
z)p`+3@RpRCV=TG&88eYPe!bjWdHHG{Y<tDyKqOPX5-%Nbk2F5t(Zn^?t^_7YHiVWG
zL&w}TRNhcB`1<V8fet02eVc7-UxtDZ=Ae<U#r6k(zSM5EjgPi0T$b302R{y9$}`i2
z&Gx4L5p29W4@g+MwgR|zx4Wa`WURTJFlobwr=^zvr*SO^MrsWV2QX#>n9#;g;;o&-
z!=MJy;OT(Ep=K@(=OGWWq^N;TiI-yqbH7xokWo=t`#&EyeEM#U*Xan$iE*lO<dWY|
zG?xasrZdd*PtAvwAfiC%%}iC-GsiB--{l~e)Vp|Ut7+R<b=ETsJl3a*j2tRAuh^US
z$g*mVR8a5+J#_j#(W5`#<i)RrKhMibLqEu;erSCBd!q^@<PgAsV}D}467fTn=e>5?
z?+jH(e!hnq{j`<{w#%bYRm3u;YG)-yMKA(UX_*%MSs?KTmq=J01Lae={QNDRqAx}7
zwQKMN1}O@=i(Yf{&C}KM#oy|%3xj0JKMknhfEATI<9qC;zAar!jh|R8ot)HwIe7oz
zajj#78Sn#{kf%<4#*P-;8CoEnkZ>@*uc8wEn~PUVn31<QRU#|U>!fGnJrowx87XpI
z99kp)ATEVIX%J~fWIZ{5zm2RPGb5%8?ydUoDM9`sSJA?~J7aOMx-^_ygc`NZ8*t8f
zeB<Qn47JSfj*K*PblDWI;DI90J(<!nn{1*Bnko-bvP>RkBoAt~;?M=ju0hZfkZE*E
zd0Vd(fzQ>BC8Xw$SXx=Jo%e$N1pJbc%mzg(4>t@#pDbE)EB=gRTHBh|q1&B-#P}ob
zr0=V#BLclMWxnDmPG#zSHiAc-($mtwz`m%rj-Ml~Ao$jQqptk;5W+lth?YUu`-XbE
z?CfA3_n=gU5TZXT+spQXKg3;EISqQWMm^$>`F$xgzlb|k#<lwy^nOoEgW1s68}z;Q
znic$N<e^SgyE*100&cRo4-^hRG`u&Z+^8pNpZ$G<a84eckXe08DnmW2+{~gaDgGKM
zjsank23zAQs{Tq^ntWjMbBn~6w(XTvJCA?re{neXigS?v(=-t=QV$S)B_%hZXV|5=
zuq(Qo-Ek@Oz^80|@pmEImXmQ)o(i-VmD!vrx@2#AC~s7__Pc-o=U1~47igXovKuuW
zov;fMz#iBgcWiR={c{d%M*|f7WUS{RN?DVqNF;T*0~iW+ijgF(lG0M^oRdA}zTy?4
zBk0p_?R%wkyK)mMj1H&E^D3!>cZ~UIWnu9EUR78e;{ItoraN=&KrBAW!sY1hM+o1`
ztt?((#g!i_ml&|U8R_M^rhnsf=qWi8LP|W*pf6W}CZ(^?aJ$UN$|WsvWW+>CS^3bC
zt4z|no?QKO&;cO|GE=z7jDbypxs`4Iyg~Y*eRxqZ)KEWZW!m~E#q|Of2`9kGz{q}k
zomT0rR;IJt(T(fJJV}u(s!2N3aAP!US7&F6ySJ-%-I?@~oHCD6u+)7MCwE8b@a8h?
z%_bFVdzYhB2Kgp};vmzfXJ+m>?E6_}fKFNHQ-tkd=XJcPI=Hy0sVOyW?MTQql2qF!
zCNi?391&fWuF{LSBy~}1RM!94je9lv=B;9;wn#6%v?O*Rx9|MszNcx;*w(*r2heN3
zyM$VKcI%$LDA*(j>I8&^Gr$wU6_jgLd6Dr${h!xqm-^Y)aR#!tc1Nkqbf5z1ddEIc
z5SbH4+eM6zQ2U<!eM$U+e-gI@f7Tn45c;Cgk8mc`-}De`W8>SMot;jM*WG*hl`8*+
zN|H+i+#?Dum3*sP&t>0W&_Dd|p_cH_C+9n?ajG}|bU4S)_{VW*kVl93c)NNdG-Nu2
zSRg)~I%rg6s}EQ%?2pcMwDRVplDQE2w%lT>l;?=n)yrC@q}`|0+zfhJy4Q!8)%oF#
z9|OX_Wm1_G-YTL1cc7$MPPL@-I!QEY?-z5wx)yp&Q)P9w6`;_}^mJK>Qy^@pz41EI
zur0;9b=pcN=-e`90;wI>lTZ2=Hl5sSFT-l9;JeIVE{LVxtXF7#Zz~HCQWBt<Ltgo9
z6QSdMt{GW?OM)jn2<@PjSM$mqFv*qABI|7xSjuNk>RzjJ+cidQItMCf7T3WwSH!#2
zp|{@zdb#|J^|L>N!?o1r(2K`iGJdc=R&~^4t7GUZ;--Fr$L3gJT@tq2EXrTfaUj*&
zDwy}*{2|~;kKq4OvRffzf6}*=&s*aWRO2XHoP$<(-x{^`b8btlYIlvs!m9>EVS#4C
zmVIRR)!!wGGTZa|=Sb^C^g{Ii!my8lPfMQ(x?Nj-jYDLqGHrKBF;S6<>?@=*C;l3H
z%(++D2`~ntnleah`sK^r+Z!TQDqM_X`D!OIsjXED$110j<2B3wr6>+LN8A~v*Nd>r
z?Kne&NDuU+j*gLcXSk>{!l~BuRM}#d(YCwdZ?-1U*^VIF^>(p%Df{WK@@1c^HA|~U
z^$?}uEr{J$%;6*_&^<k9SCuczS&;9u%^q??KL`CoV0{2unla?*@DGN6lCDRDlj1X^
z>vdNONNSj><#FPKlq>Dz{!*!=q{%BGZo<*QkMGV^EO2c0oY_Rq6#g4!MBr1mpwBDK
zTtizc*5m*que)@!33~0$)zit$n=|a(Iy@03==>7Fn6kPg)9famPmxAlDUq>++&Np8
zE*!IP#^LyQ@ib?HUR*NH0H3FA)RS((bnf%+D(`7{^VE%I(mHUG!QKO1wb}M`YwNno
zRGZ@D%NDnu^$%OPpTvoNz7R>hi>R0LrSF4J%d@;b!@C?4NuCtqCUqu7CC{R)q+vuI
z@ddGm(gT0&xE7nC*@z5SC6_)+TkQI>a$L^|qY>?YADKf7T^Op{?-?g$ktV$c0+xdg
z(^(BvjkzU)4Is7ZrQ;0y^3KIpDyJ1xwC|JhbyCdR9>k1tx^@2@w#7~S#Yfza{LiE0
ztc!p?3{b3GFO;PGLt`$F^=*C0EFzp+Y3f1KdODoF{8*G)2c~P_Y-dEvCv<OD8km_3
z0cOc@Qe2s2$+5g&UqAXM{Y1R}pNHxms8BMN5zW%)n(XF`Tt@c`VD*!y>_bSyk4?JK
zjyYTtwhu3V3AwSm_W2)5%5<q{9EW;RTBmZ;NiBN%<lUd_v8LI}y)V1(lDD{BnY(TG
zzf+ncaG>Id0j5A{C-(Gbo%Aqwv7%b~ckZ5ExjcNYhUZgh)$rT<+Lz=!Ni;#|e}7YF
z<B0pMR)v<ip759f2AyYl+oTE_&)G>Pnw)<VVnKVL;$s8Pr)t#LK{$>629)E0;+87C
zg!{LhqG3#Dg-sD^zDsYGro7tw8mZU6=bnRHMvGwm?{k#iJUthPB`^AH-iaF@ruV<J
z*5PF@sVx*=Ud4s`=NXj`9jMUhC^vM8z&j017A2g|c4H!}lH+4qdSdeWDm>5q8<DcK
z|J;U8N?=X@O8v$P$#;ABmdNan?Tov1mr%o+=O!W)JhlH0?oL=uWAM{+O^eyJ7b-XO
z#mHZin%~4N{o2w({pksG`G)=dChpYkFA9erpMTWH*oxEk@wmOcXrwX;JN9F|^@FU<
zMA&P%0Yis0L!@P%qUjm)f64Bi>mvIM8H-@cHH6TR#OUazW`{<zu=s}wr)UCPhI+U*
z$5SgkYeh(AQ3s&KC*`Z=_2uFEqc=4X5>Cc?<@XCcJ;n1BGqWDmYl=V0yn420yya!f
ztny@XmDW8D*Y$tz%l`W5KfGX1^l8rU-6!p7`*g(p-!CM}o%k2s@3|dzdHCS&Z#=zr
z53YdR{i00&zduHw-pl>(kNh|H8UFjDg&I^K?tcC6ga3Cb{&!dG%)tMD2gFPOOBvbl
zW7Qn2r;~7Y<*0|!7(1JW!95Ojh&31nM*FdnnJu4&CV0U(ID}r>u?E4N7MPqldzP*c
zW~QE%XO<#p->;*kE>~UZbV<uU6g-iJDuL7~%6<?L4SzEGQ|0^HEs63m<9$N$xQ01z
zdBT9?jRvu*($2`Zo;2_y)QD;%(;bQ(31-+aC;5tI4V|)cy}2rz-mMSIk&zH$VVAeG
zWAnCF{=A8$<b~;HcdU)^1xVn@8`~@S%u*lTU$VSPxO?43fu)LkdB|nU|BN_0{HpT7
zog-ND&_+r)SIFBZ=E<>c&B~U9>fel;vrDBpQv&cy4o?4G&X`#9)^H<pLo-7dS%y!*
zyI?5(16g(!eknSkZ-Nr%JuR_v$jX36=?{HD)bT7o8%Stdb))Vc^MoH-`0Re%Wkwus
zplbb9+G02s(YcChe1~6}iR%}N&l^C(Y_<XY4F7q0&wC4x0wh9XlY3gB{!R9(w^#c4
zG;oGbQ+7v0%NNg1V(}@|_iz7957<?g@AP90iX#kuyJLoho6YC?(xvMy-4D++%=U8T
zwcmpu8Y^AdS*-CJV)0ep+dcyM9zywE{OMk<AwpPc_=Oyk-C;7iN#4q`X>8Y<jM<#M
z@*;=}2DQifWB0!o{hb~X!jFCFG3)(EBYv*Qp!Qh}nn<d7d<Rh3=pWh|8K2+iq;(YJ
zD_e(HJ8Mf9I9Sx9AuoB_Ewke;njN?C5V`QQDi&lR>U85e<0O-o9xDXf`7XcnS)Ry;
z_t8L4b9m&K(PQ)TG=(6lDm55Pfn`35V1R*S2kg9~QtB`F=<nJZIiCxq{nZ{S<QBZr
zO0E^qcI6k=6kj-%n}1#T;;;n2dPllXm8{W_t7>Xic@9xHJ}-byadKq8`uca@*$(^I
zB4zu^5k-jL$)By@;Wbk`Gh7ob7|ltNVqxe(d0i_uHP(C4d2cO%=DSjFM2kUWm$P6g
zC0KXqj-d5xHdXOXU~bJ*?Pe#rPeHPpQ00{;>De%AcDP)jY;@t_(88Y#Ll3#UEu2ED
zrYx_MG!a&+=EuL!8QmyKIk{C`zA^#6eUVnhg)WR+tl!5$4-!;Tm=qzKJegtV)pEab
zq%5Y3o{oD1%U3`3I--g#xCAZ3cdwGn9x{=%sjgSnSXo3xnDwwSU_s4Xg#b4Aj5r^>
zP;lhG{aNN3GQNy$9n2$aEpK8;jRh(G<$)I(BbMo;Jk+$ehvL?ohrGr<H;Kt+PBAT&
zOeMKfGksQJ{4sHcW!n$Xv#WBVE9GvFP5TPB2F!gk?Irm0znH_GtXa57*;O^s!y6rx
zT^A#{?mSdZJa8^fBFyS6d+^qHKnO{5dy#4;;RYkwvVFea+l!GZAObmfs!n%kJ##}K
znlsNz0stG}S(5T392_+BV1k~e=*P?%!^U%v&lHZwuXM{UZ?XK<3odn%NG};D#O>$v
zoNSow;a-Kf*)A~eXJ27%Q-(FGdIw3WRH;w&ZPYxRu4N)&E!+oV?b4k`*?_4#QA}bI
zTX4G2Ht7YxrAd9<Im?RA%zw)V`w*Q6TySBg3e3)W=H5sypXZPa1poO=TJvncVXXPp
zv()bu5w5kaLOw%)sjtT(C=t)n?lVoq2{;yC)ACt-rOO01G%GlLdo4AfcyxF<Ipq4~
z2xXFv*QGgKhEQ4WzY42!xJ}tfWkXIrzpSmlVj)w)_pibm8z0<(P!mm{=Zxg0F);~i
zSfqg@M{rB!WJ;U0H{|tqJj8hhe|^_=lIG^*V<;x1@Lt>btVm#k0(>g6Zyl5my|ihA
z%b4|k{*VU77Id3(;GX)s|5Clr^0)mIP1y=0KlqKgkd}?;xedTpu!TZB@1oC+DqxeZ
zXBpTD4l~iycL0cb?fP|1wx7YKfBtf>+%$5f*Z=g%7i%hnpoDNV#=9;e*3;W)y=hJg
zlT6he+)d}o++m%^i0jtx4{s%gL%Xm{4VOFVnZ-<MY14u^m@>QGSWpZCIvWb$?)?-X
zFeq$H(7P&!xlUec0da$&TRgdkS5>CoD9r?MLc~6NTIMjt0Zh#j%NvSq36E2n+7A2t
z`AEym*am8GkVgO&^=2*B5KI29@N;Uc8T}D0nW6yAnhJVt%pJKR;RZq&M8}ZVwQx=m
z8ag-Vj5%+-gP{tK?N0Tqqz5kke&j_t&t+BR5bDPo9A{zVW5U58vhg8x(8%{E^<DZ*
zvy48MkPUZ|mS8Zz+d_dATbyze##SUaC1J+S`++1*g_%W{&jgNJP3H3*<Af9t*6gbE
zx<-$<KP<(}5IMI2cs7MXxt}scvg#~1a?#>3!kj=$6sdEIy1f7;Qvbj}H_#U#AqB<_
z=m5B0!ze_XL3{Y}w?eZShSnVm{Z#$fjx(H^T9Ks_pqOBm8$W`-0f<SVGX@4IZLT+4
zoP{Q*I>qSK)Y;DVY;R;ynKe&d6r`4Ee5?kYk|~tT>0nFNa?CzMxpi`q;_if`?oJ4L
zcA(r9>vr{~(E`5)Kjn!4yy*5!Gyi&LIl*G&^;+;#3Yq=eJ8GHr4SjAkBYm63y36lh
z@%k{4L=UNS*1~pErL-E^vnL~)>99FH;>$i2^G^=K6~iP7e(-0UJ-kpR+wjFDxvFIx
zx0tq&&5UY^o+dOMfbX5%0p&od@GY5uoB!Qk9umrrFz`au!vnALWw%ojkKwNOoFeqC
z;S7jx`@FstW@)g6vbHX<%2mxZEs0-^eJi=x;j=k8b67yvMLYKpcw#ikbNMf`45%(-
zC45{S*#=AB(1^Vs36FA+-!a0shjQwHU7>xe4DF^ZYH^@)f}PcK?-O06Mcmd_)lCUO
zz0joaq3Q?>P37p1vqSj;mD9xDp8mh46*}(Z@;I<k^Bg;|N0(Ang<!c@pr(B-E~`5W
z7>s!jBQNRgWoTcBYWTcGuDul==hv!>F5A1%jl$p^Ow?>2ssoz^0xI60ee*p$Z|_O5
zW~N)n_4^JA<U~aDetAf-GCC5wlgiM<4|AG4ou3L<SRcqJaR8e2$13XT$)nJJ{W}kJ
z<&2Q%ax}XT3G`NN0P<;#2|qV9>L8mVCv&-l)%De?Xqm-tK;w>FturAFK&TW>ECC@8
zeFw`7de*=8Pk$Kd`Umr-pZ@noyjXZ6{gW8I1Z|H0XaOj!2IzcpwFJb)b96Ya$-(y4
zE43S{7*)SHIaGb3!#*LQ2jOMzf{VYfY4xet;<`hSCB0}ld)hffTe>#5^PkSo+iV20
zGc#`jFbe$#>PHt6BlHr1UWBKPZ4^~jM|?ux)iGTwDe0P?rpf$&7tH2?EMRtw_E)d>
z#(&1-r-S+i9s{z6PJXlKG!S;c0M9WRiE&v5xQtH94Y_D#d)H}v3$iG*vdmI_nDmS7
zQIz~W&U@Lq<WHRS9O?{0cGUNIx<IH5Eb&1;U$>e5R2NYu4sZP*^_53Ae>YB^sXW)v
z^sX!7)kHILXD!HgcZ@5xK-ymrd2PAN0^Oe4?5wAMw`z_(vZ)b?kb^6wLP=QAG=-X+
ze{=UTaF53V%*)@w_EPNpU~>MBv6q%gHia@;3JLbtxN(|QE?oW|C@-O&8<@+9mJ$wy
zG6Orq@7{mPIGRFj2f%m~+Uj$c^XDXpm!Smge-^HV8ak|qUa)pP2JWp!E^ycOAji^H
z1kTM%+LI26q$=`kK~tuy&}l3wYHs7sadx@-N4Ji+qX^o-(82&s&M%7F-wCj@9fWp8
zqAnAv^A%;FJpp|+v_Jha4%h77y?kkhVUtc;b9S>Aw|{XGQ}QGNhv+=_5UMYEqYNA<
z!FRssPVB0xP0`5Y*@(4G@a{9uRmqe%tJV@X(;`4E1EtKNPs(lC!{v{+^nj#Gu1KNP
zYQ+A==?;*3coXO%N<h`oy7XIExviGuflo$M0f7Y;YX^<*&H_~)7zh=W)=(2m4#o~!
zZM&}YIed9X>DWhG%TnZse+D=$0SO6;<#Z9{Z2ILZ0>jceHHU%!sA^Nf$jppXo4%;c
z@~uPVX@nji(`^PKETduHBJz!GxuE1eQv-NASc%^r_zF5pS6w~M<v3txK_~!>91dxw
z8?h_cfDM-1ZgKn<^zoV*C{;m|*b-W;K@Ug5<rx*P0RJ4*`gSsKl|JjUkBmJrmzb)_
zar(LPsN%I0_=Z+6APNIC`;Zo_n#1A_o+5nEqbl#ZtW&>4Xm@Sn^TMmL!9;eGfMQ9e
z?n#7P9AO~Yoz-PIjOoe%FOoF2xjrbdq4jsL;Y-`J;;{9`7jWgUaX~d=#B(U=+Ua9A
z>4U5uJ-U3pKsBb5{bx%<u3xdU48H#@zW>N!Xh%XD0OTT&lZ$KKJOrVWuPMA8)SQ4y
z4fF@l{~xN@maskuTsN@$Kw_AESX|Ft>RkU79MxTEBJ1F&BF!!77AM}SS!NJH!q!?t
z!7b2*VD047J7JgBP6T>hX#7y@Od%P63q<8*OuN7FlbKTN@9zk2yNAlP3JM_U0WMY}
zf9r4E00l#GP+RmiTAgObxiMepYK=eNtytjsb(FKSEj7JlG9u86To~y2;SE~R{&s;*
z*QvwzT}ahidcnBf(q!(w=#DwV=m=Jj3&OXY8f;w<7_pv=Dm?;x&rP_R$Mn2nC-pu&
z9OwgOB~cY67keEUL6Hthdbv=jD#*{Vy#-p2Cr|Ff`Af3|7jFrge|Q^sr|8&N4ao$$
zC;Pm3m(8V^aOi~&D?IvMJs^Q=WMX!w4<@W{Nj$vCOfy^44{8~*OEEcUL49|D7x-tH
z$yIB^cOa6xG;=|0vDv)tUCW$hdlUC;yS-t5`pSW!Z+rG6dh9sf*xwLKjpX?+w<pZ@
z%$i5UToA=f9s#bL0geAesNQn9Ix|Y;ncbb0mX`Khw-^*@$=p)nJ_bZl6MyJ)w!X~1
zUR))>?1IOlK}9eotbBa%eoDJ>#ci<c1v(#CDe{sU>VUebnVE3gfkF=J_F>+zMhg&=
z!QKTGK&zB@mA%r8k4OCVI-ck6x|YN>vx`P5ETh5TKtMI-AYZ+fX&Zf$QRK6cB}?_p
z$suo(5O5rl3EJ1fj!tF&ypI0Kfw9$x6PsoUQliw($umaZT`kfw=(hjJZEmdGDQj4u
zdZ{D)35P&N<F}skeF$#vhK28uq<ER9VZF~9pW`=k<JQOUuTP1pa2}tP@AKSdZ@~q&
z67r{sp7H6Ela^+1+3*syHk7V!XTeM6Jd0XC6k38?Jgi+jbui|MIRS&g9CCI71Jm}J
zUYr>96dK>bxrOS>{{AfKq>FVtAAm6I?nZtkMKqZ)iMl)p9cP-`s4~FOe8KmtmCC0k
z8*mBPqd|R8J3%=n(4(Ve6a*!R(KDNPA!hByg@_!}d*aTgw*OuwPPipho8e_jHa`A*
z0uk@nMitZ~Lo5SFg6L5z{04dtsop5QOw|V~+p)PpF5M<NhG)$dY@Z$FnQ45rHLH1U
z>YMYq1YgL!^R;$&!6%<Z(uvIxTq(PeD;#h8&z@m;ucflW=G5)4_*E3BLK3M;&Q6O4
zU)iz9D~cbMy$F5TZ}bVJpK!~v<esKbUZpD&EkSoL!}jH+zH-DfwXd%nTCBpopYS4}
z7l%XevIk5t9C6u-G@^&7!|>BjeIAuisV$r9Y-J_ywK_{P-cRqJ<RHw^R7lY!hBTae
znLKc~Xg!dH?uL=>(7V-2p@eJ@Q>?ve=sH_(R@4XE{_L`7@Ts>&8AvkooHV9zbTW?6
zi)NV?cS$ar-B;~4H0ik-*cz%!EUSgn-n0W8JDgna-+!1)$<Zn_-LuWl7Y&61UT+Bd
zORcZxi&P$WxICOcYOIMuYA8fg5G5zK_n~z`yrX!n#5VsEVf)95W+w6$(Y4Q$KxQiB
zbjDK;=|$Q>)4t=pP<e00djYh9ps6wTx3hhyV{4)Zw_KbspXz~T<A?5;`}%H&QVoIl
zj*{&_<PW!kmO)D<Hs+9QATJAaI40I}L1v}%8Yb^qRF>qQK)IQOOtkxO)LXsv`D|{{
zG_KittS16TGrlYz4Ve#BTV&C@Tpc8tAhrE;R;reZe8q!ohFTxa=4Sm3v8(k-O7vbM
zH@+d}zr2zs>GZ`nxr$LJuKEt;mHpx;f9G<ZY9cP($=A=+pv-(={rJIhxX$2C&DtiD
z%=&1ay-|Itb&=3$Y|E>yUu#VAvYbd47wEv$=*S3f`V*xOwFg~zJad<Jrp7X~*Erk&
zwJESb#x~MMMn?IMXC8n~KD_B?%N@gNpUOuCy%i0_;GztzY%qFvR-J7}pheHr+?+P3
z=H|r-kv<aqsVou|Dk022EREBW7b;S0>cdED>?@`Yo4N?f`PBCH`un+c#KVxsGg&Y9
z5LF*cC&iZ+`qhmXSIw(Y^%=C{=6ohWb@FH8bw!Su$C5w{86VS%Ad_GtFtYC+|L-l&
zE>un#`CLj5zCyP(?9aE{!qBR5Ev&t{`7IpJ=Lk5Bf%TwB1IZ=yd+wNAPL9iVn`7QZ
z)2PBVGnYIzA8t01CFJj4nVOx|65q0Upi7Y}_0hxqEI=oN*M;Jc_wU~u$LE-wkB*9Z
z&p+T14LxRtMZ@Je`+kDHNZ{730ZV9<m(|mwC0E3RUh_6oS69C??EPmGn!+!gt+4GY
zyr-$VUTQRp6JlX(i!T_=8WfVlCW<9(J0cU%1g!G=?>6bVmeH~^Xo=ANeHa6-bAP21
z&o1|zZR(cB!vTcK`h!$`TMOys<Pa&8(^bP?C%S#K)%0&bB#<AmYXn%2ozdprYDfS?
zEy)hY|M-D_p0D@XSwudb_WmvCs0`uu0Os6GFXBg1R49J)Cli*Kxo{@?)>%RFx4=%%
z_K24!U-vB>YJBX}Zps(+7CgpTmnC^M$%IH&q^s)>M@A_7&4fGaE<Fx{xD<SLsv6aO
z>SjbSh#X7c3O$H+K#p`^^w=@KzBwaXWk+zRaLb-I0f(>jGAEw*s`9BIv}?O5vT5tB
zU1$pJioq-oc6MMLt+O$%-(1`y^z|3DVv_V33LJ{L#_OBoy7l#WwPVCMZca><fU@jr
z?Wrpsm48R8Khg|o|2oJm!)rBJjYn3BhOM;I0icv|YIje31x!O>`)^S?z0*vUiw;Yr
zWt{Xk8#hZ(IE%VQo|=|#ZLy4tj_#?JsxUIbOXfaPB!9L(7S$2h@_>Xqhq+<-lMDKu
zKI(_k!xO|Y&{b33YRT2Q=@(@8khDTMqJXF<y*R$FFB7%~IPW@wp6uoK9#;;*yFS~0
z__+rb3WGrE2vS2td4$=)rcOvJpj`R+J9ke{J-4~Rl<IPGgZ&q-e+;NN*<z5;Va+wC
z8L9cu%|KrE6U2C+_ifeR`hw}-_gQaVe`C%Gi?T*kf<)F&`VK_+I^VVUysBQ|ksFDw
z)VYSZMK!z13L_RzvLCV<G)OgSI}x?=K7icfSKZvQesM^>f-=I&ESb_+LZ*Xoj*DpJ
z?;HNn{h_%~wf5F!en)-_Qr;!hrj<0-)LwaYrZo%OTyQEz?38DpAA<||kjyP#!IvQM
z1I5c7ZAVa;Kcw^?<%h5tT9mqUr>WhHbM3dJXJn+7?uYxKz<oA2egFse^U1jb$tC$>
z;qsQyMjPe?a#jEof=8S6@mew3gYE4F7hi3y${r%m+Rx~$R0?Yiao*aj<21LBvB7MC
z;s;O-kN9-ZWkN}ZOK(q=QIjT>7x7Sagc+wt1<?aknQ&v|oj(W?EkQ)B$7suD3|kTT
z^PRMRQaK*=V!i*7tQ0eZOSJ#ygyru77b^MAP`Q8v=ZVdR?Fz-*K$qzrtTWsed3>s8
z>#q+QKImm;gjps8wiw$cK55TKIXSWc&J;#;!9aJdFx%m~2AfqT=d_ing3dWItIL>&
z`FA9f1k{2;EFJpfg)S&ZmD|de>_fgfK512_GKSJYus@6qN1ykSNjPrz+>%5nE#PwJ
zfcipEsq;`rrQIZ~zCfFU$$=^v4YrcR2=2j+V*Ki6L$Kb`Yx#cQkJExgePs+LT|Du;
zrF9~~eB8^qD2`R%TZ)~rxH0{W)xm^>GDKyG@!vcj(NDH7QcwBhHjp@RacHT^$!UKC
z3jl@aR9`b%h?>%dcO;#)=0bM_zPBmfQ&HN$7XG9b6}L8-b;3%})V(8NDM=%T0wg90
z=UiM%6man+KJ7%frtMHI+zQ$OI2xRUA7h1(V8X>E*4CZ9y&qXEpFFuXF)k6^&p6ay
z20sKNk^jfK0QZn&%yl*pZ0AF`%X9V~=jq&o<p5mVadU*asANPg!N(o$P|2-Z71nko
z#}Cj=jF#H;^tnQq&@($T=!dMDJ51Qt8!p#KG}6z}qWT2_`nKn{=s<x4nG3G%PcgG-
zacPp&9FReuRxAEYA9Q{V&<g!CN?M!PC{gSypVD{bup@af*Ve216c-2mI1?9iNC+%~
zgcU|4Z9IU9G<b>WDzn-<H$R^b86#9S@zX=Z3u#U8D5$<cVaI0VNcLsMXWtac0{iKd
znk8-|-+L)nMYbfBFDXz6bMx2P7oOk+etQ_^+rX)?fTIpcc|q?lUo_l`Fy;{t$fI~`
z*xW|Z=yh@KBgKLB$&_X=ASRx85XiK@)3deI4LwmYl+qZ9*zB7*yu5~s%}k*y`q;|z
z*7$UtfkKdnj!jh_3G0LqnutXga44)YeQ&ZIWIZX@0q`t{d_gxbw*3}ZrJNl`>*+N&
z0);U--iz_QKdXtLs$zyx5x+8wZL2;O;!fTu#d!~FYf@o^Q+L;wuRACRcuUaib`c0H
zE;9gZO+I^QMDTH_W@g~}u76(-n<<e+D*dz!Ws=y6bXkbnLFIm)Y<%7y3SL1#3A>l8
zlm7*gVl<VNv*7Bw)!S-q0@EIbs@9Ny!CfPvjlV1U>g%(zOHpGdM6&svS0DKEok9IZ
z??pW_ZGE1<;{Gx1f;R~036Vq(s&C>P-3v3q!9XLRzLey=1bGkZFeM<`M+t~-hYg72
z3-05V>zC5hYG3Gzes$2q&^D^){l0;+q|6=MqrqheyeC*`Fd(WoSfL?pcXujiWs?>z
zpvLhpK*JZt#x!~on|@tk{mWxHBX0`>?y`${rG)%@Cz_xhIa<i5RFDA!rT~=AprG6F
z{|vud5FKYh`Oh_6Hk1v$Xdwdxb+$a~Nl0VYiRJM<&l<nn>aGa&!Ft_ylem?`z&-ex
zjhKhjgSw4_h&EVAVV+7sZ1?KhF$M%I*HhLV&y`kc?`?Zf$*veNG$d<etTnn(m6o1B
zlNnOt1r<m-*3Ytu9#az&?`&nsGXaN}x3>S3qy=`T#EyIyU!zF4hqihz4Y@j|;~jJ(
zd-9B+PZ8K>rsg=N^XHE|A@z)}K=yJkr9F{KkU4}M!05;(xlp*=5bTn)u_flz+Hmh%
z3a))B%j>H5pLDO~FI0j(D7=mBWWPZ?@us?jDnUAeC)#o_R0xJ#wqsDE2On2;Oq?8#
z;u2|a@#c!8da?rfqv<UE=a^G;d_15ei{dJ93ebw13qlxDc?dOgXIaE@bMc;5GC4Ki
z+j329?A91Ex4)uFbHUvJDm&qC(PH1h*#NA|Oc$VUkd{Ji3#iOtekrCNsyIkJx$2NH
z0gA*G3Fm3OC-0huZH<M0-3&b^&|#*YTRna$LQ_BamCmrqCd?Vo)lc<jP`II8gOD3u
zll^44Era%I7D(9BEDx~+qPXP3!oq4h3S2}{ibLffw+Bok^vO8~-H6mT9F+@Hbd&F&
zH9w3;O<OsVPNm$dT;Zc584+B{dSoTa(AkjkP_pM>16;V7F5q?WScm{1TdIAFFLSnN
z8tZ$%9}Wxr4~nVmQoLU(RiMB-ZczNJ3Nv$iXdk{`B1bFRiBT4`v*$Zi0mu})-V;=*
z_T|#j#9=UHU3+);dl9F4xM?hBd9?K6^R`6`n2!9H(2OD|IGFj?`S=Zc98y3;1YC*P
zd4B+$z(#HT4%i_7v2YYHN@lfW)$g#DLMCjjMQ~2pM#b?N=m%?U*q7*moudFZXY(QU
zP8|J=QO!AP6O)$NaGg=<Oi1o2&yw@J%bnNnYXUzjE8T#k1&R5_R>htQL8H<YLO;$b
z5I5d(J)ZqU=2Fh9tHocx$Vwggug8rxuoh3Az7>2=M=5h+QTjGvm3Xig%9Tnk<_ls>
zZo$3+-1O4$^hqK0?Tzb)r%ulHD4s)XHqxz<Ou0$w&Czjr*3oI;OTcp44!~Z3@(~y;
zOe58EN?@#($qK^}ZmIAns&==ku*(~<@LtOjuA<2HK{;yh=TGc#&yu)E@G0+RMCdry
z?)ac*{B?p<RnKo4IfalQL7(=1OQwY#l=$L~oGEdVQbjcUcx2*mPvbYtM+o{Lfdp>{
zE}XjVh;*f1P2|rf6etYJ39?=7_I%bjoIbY!m{08}Y*bixf`^NIHRFvQR8B1<Kfa&M
z@A^8{9fF{)sjwL0WY|)GUhmX&QBXsUvy?PrCpZV{jB5&x<<dSpkj>o4GXFCB)qJjr
z!r$20iuXrLjNL>C<ySJ1=D00={lX`@5ilwko6SH^cb^Q_bnaC4{IQUq9ukxP&+EkD
zI+M%Y@`8d}TihSm-O9F1Ki&K_{PfF8h;A^pFdBf<DNsBVBGf$}vnr7yB`{EzqqCu^
z8mi~s3Rr-Tbx2EA*>rj=IFP&1tS93(*GeLKrMb*RX!+Hd{A_MM5TeBve(^hiwQ!2=
z?1^tBUj6CH8rd{<aoF36Re$cBqeckRd0fqXChe#C4B3}{9$HLNwYcM;AERsFWpfi}
zgSft#U$8gt4DZ(V%B+}tXgQR!re|TXqN~4)<@ClXq}fj&?|Xc_k=OXeNdKQlrW?Wz
zbX7i#1>E08`o9@SwfI|yaqx%>u9Wb6G;TY1>FCRsx1}vhES;tp*(7|6vHX>MG3IIM
zZumUsm1$*dWOts|%Ji)FidaGddVsI3o1)q%-XUa{KQpY-PH}H7E!c6(gu49HQM+^8
z<v{ezFuL91?z1Oeqd6<fxn{ad62&t_OuERxIFWefz%#&g6+62i1cE={m)17ACiLhW
z*&lATl`43Sn2n0MhJ1GYs88W1s=n}Oz=_+ji)ohkSrkH99#DmkKdF8d7R_0jh79SB
zZv)OP!t7pWDf|9GSBHTuk1^u1%S)3CMBhi(RWZ@xuF7bCq7kptH`G@cHYsSws5K0^
z)Fu|b?v0ojLA9IJ{TK^vFShlP$+arcywo0#x8bJ;n*^tgIfOLPp2Dld7d?+;yq@J|
zp|7W>2GCR2G2egy3S@&cu1fYr89NolT+oVQD_j3ooE~W;+11WBuvIcDoYidw-|eO|
z@4QmgP$a+dP>of6rn;G<1L5kWGnO-9N`&}K9%@ZsV>r$NR&3~FS-tg()JgJ5P$$c5
zxFKioFy@9G=z79Yxw$JF9o5!Q<(T0W$n)u$hCyEW<jD&riF&zdo|S0NO6G%cGw2@h
z-A{_nJo@&iAULzlbx(iK)(Q&x<3cOOV=taPdzOJ8sdHnRmgcPMx2v|lFXg@DcU?Ta
z-2(c1Dx*oj^FbvARLJZi=wmWrF~$9zrvmF;M*Pm*@5IK`uA(3{n?PBWg9sG$Ti=;Y
zD7g9r;eMF~Ysxu8!NSQ^2snh9cRaLn&47Jhb_fCW;24eH&_`36RF*!e|I^-gcr}@>
z-|Df=Ac_tu2m*GjfJ&1hRuGV)(h(4q-lR*nj4;XwqYR>e6zMe}O-f*tQAUwoB7~wM
zC5a&*36aq5{@|Q@es`_=AKaV8tTn@g<o(|Al>O{yzuTyXZG`jO-ZTw*@YU)+P(Rh-
zD90CwmRc3@n4P<#@*Mgn4H)n5>DS7jixsnHz(l-+E5a{PP``Y*v5523P0yA0*0IiW
z{<DqP6Vk{`GTXfgw*@Ktd?QMlWJ`oX9u~$pT6qm46-ILISN2j>1|09UVS-U`gmHX*
zwRIX8U2<}K@aI*j{c~ypF7N$~cpb);Ql3%&a)sx+c!H=pU0?fAIlhyTSa@;%N5c+_
z@{o|j=`ognw70kaiL5q-X0`xzK3~(mNl0kW&$3;$(&K803_mQL?4XlyDE4kq*YCU4
zU5N4rke^4Xtfme*t5HiKhS}W2!}2|!*3{}FkK_iyC#t6;+ZJt}y>4O5@wc!RR*$Mj
zhY0J*KG{;EX65+4kJ4h@^P6#7Qi@h&^e^{*MO6U+&1;!<Cz43JBukh6xx8D%m?})F
zuszvCzHy^%lqh=aTZlRu*VoLvsAre68Zu2h6=wTbRSpKUmsz$&Sx=vC25^ObXJ2;V
z$`k16O2xF`2ewS}K7C6!x$1(G76?>^xE-pllx%9eZh6a2TA5^h+?<)-P<_AZ^I@H{
z4Yn7nSsKaS!l60o=P@G=u`NSRO#J|rBF?}1p81*M2}_yYWLM!(Y%Wa0d2fw4YhlEG
z@W(CfzQUogiHX3`S}R>gDNVgC`X%M#tPa0B4rG?MvCEGj8~|OR1wilU6&XQ_M4!)t
z;4dszbaF$E<Bd1bJ9wY%EOG}2ca^*Dzl2;6I|jZ5AB_WyZa_Z8HX>wum^w1N^(O-o
z#W1G>?R9vb=Q5NR2Y_5^-v1YFW#xQr?WF$kt)=V!<Cqvd{{)BF^Djl0-#So#pT0ML
z%WBTpNq0e`0DArw?VJ|-T=T!EYiEFYXw>AVj!ZmjuvMOmf)-3eV`H`@DF?ZXqQi))
zv~UM0FxX5dWFWXkz;?@QZ=~wQ&0*4sKpZ-2YxMD0joYLv0u9vWmkBXu=f{8JKP6f{
z^>J72&$AyM+~KP|4n+pc7Fy5wZXZ9f4sF|-00RJ)0aCc&w6BOna_cBTAI-jK$l>W1
zbr~o<Ly-ta3K}VVVaBdwa;820OIhdM7z?9)<n*@ug(?H0#!?qFB%W5S4O=Tl6mixq
z*UB*OSZf?v!K-8WOx;y^^T#&oqkLhVY?$y9(@znR-aTpE5KQO*1Rf&+49RBUQagKV
z>uq$awM4a0OM!nUJGpGMS^3zc3mO?ZsS$Ij$G#6J*f(8v>?MIBQy{*$5f7<xUxyoH
zSMsRJ0;l`G*Q}S?qDALg6>7YDk~KBu=a(RK*Hc?tyXCEY!Z7WhhdcOgZ>67C?b~24
z9BO7_qMy?8heIr4TtbDwg(?<TQc@FL(=$e?(pB&~ky$9F9IdnK`MpbRvdXs|vN&dv
zl9EUxMINZLO}0O5eh{##gIjXupu$YPo4C-v_J#ltt!~@m#<uFW7cJg1gL|)r=#_?8
zK?d586}1y+Fwx4_<qQH1TGFslQ2a+5v3;2f<A_>Nc;8f^8|`xzCoV8}@=PsnK;cqK
z^6y2i1O?v2ZJ}^IEL;n*{*5tCdl(~JwdpY>tICbS{eiEN=4Lb!l5Nx0tthXruSdoV
zDKB(O8Og_WeED)^!#_CoO%s3C4=VY4Q6tsX4E%=+@LJ~EPoZmSoB#ReY&*Haqevd~
zf}D=8VS2d?hPgD&+4AXE`npQ;LzA=%EnmJo2S9u~sY3z^At_ee!599$)$T!K`J>LU
zzPaY4Esxsi8!Z{0zT1iCuC>OgMK5L3a7xp7AwapAnJUMUSdj;zbWX*ULK9h<>fyuN
z>tF0Fkr$a6P7HoL_gzhbGC!SG*FM%*6;mc{!|0VRH*gCal6va2yb(Lw{N8%k_Oq}+
zODaYgk<ueVYVI}Zd~)xaP4(`)J#b2G`gS<`NK=je<1W5x*iOR($5iE>>SoBv%5KoP
zBChIhuzK}s?0Rfg>@HwS5YwW0DJhZk_uv@pt!Nw@yKZ25U4_K6@}(<lthVDmm;dW3
zE2#WRXWOgGl}Ac}5^-lUZI53lo{Ak%#E$7MvWq-W-+C!4*>1K^s6!<@$wT$hp@(g&
z`mf)Ezuf5%7^p(mIhFt$vFMBao|XKJ8b#DQbhLZ38R9th_C7xHd=sJ%)Hi(3xUd(>
zOkxW52?yoa$;tvFxCh&*(1R`~t~?#(Kk*=dJtWF)E`tm4U%6<y^1Im_JFDPx5)~7g
zhOu^i=XuLw9?<9grfj;EtCYM{<>OuSjB#~K$B}l1_tA*9_3uG@diClAJVSYT`N%jx
zLNw7w<<s&cs?6u7{^`+dqMqwIeNJHJZFq_no}qia2d`R!)6`v>hxg(n>99bOQ}&OX
z8y>DEsm*@5YT+m5A`vvbro!W6#IYLibYLW%5*U673r^94?cYr#LFMs>pMLmR@@B1!
z0k|sINQ)5|qXKCJs+2%gv0pQaeVPO~9LY^={Nn{btXi($;_=3?ffIe-T;#o?Qplb>
zCtofq%AsD&{NO_c#7v;O1h!B9d}cZCZ*mxCzSq~FKTf42p>^)hJaaCyIWE6HO}mb=
zmeUOvy=l{?=fNG5p;wri9SFD)jijaR>R@n2{1S#i`oLjC;~ok|b8~ZYl_rs#gpjHH
zW9*Pbl{Cr=(|qBk5oxQCSK046uoZT<$)-3ALGr4hsY!zc<jut3%z4is^4G|k=cmFu
zbj;_q$}Ep03slj}5Q-o?KkKMtFCZY`8&9#9ji8bsVd7EVqnS~dmZAKFy7WfCk&?-D
zClvDFXEN9U1f{U@({uzjd+EKv)=oW@08;Rmt^hfUT*m0KaQ|!RskPyT(e#9>tp;!J
zImp;JG*5aDnrIm_#oI^z8G9!!h1z*>_KKmQ=l6Q=-dzEQj3fh=7WTHV@DOU=ge~fF
zR^OJusK8gEi%@xR3G2O>Wa9T;=V9&}qq~&=-Ja=cY|C$twRbT#Rg4f6b246k7QIdE
zK4Z(IvY@ZZ-xbQUtSQH}SV2s~79MrBe!s%6IYv27lMJoAt%@=A&x#w9^HksTj!r?K
zlBiZJAPHD%um>63e<7)ET)$w}sLdu)$>yY|CKFFs(@KFq3U<Ep)FamzJVIwU)Y;^Y
z91-L+069UD?ZeKqJ-iu+w3x~bnb;q)Iv1^l9Rc$Z8)yT6Uop46+A!pZMYmh#C8_<-
zboVDVX;>7&CZ1pC7;9U%(t5wbW+!=bmLDR7xVW}_gCt)yx3E6$n-oTCO5na1n&u%B
zowM(EUup4op&Au+{fTQWH}D}J^sp!!@XP2X1rYiKa4RcLY=x}^=>&QUk#!(0g@%Qp
zv`OK}0ZfYDzu=mhU%fccReBJxL`DAXt%}xm^ulg(#od!m6Ge#65j2n}Dev01{#0C0
zu+BSMKCWTJq^OGs1P?#`9Sy$`q8pGWQx7s8eNL@bGghuQ4w~fGJk-`)G&#9H+EJ%!
zQ}~$<hBr7tD1VLwZ4nk8`N`XOuA;>rk~4@K)NhSxOO0N<e3VCSQY-vS+94K6JLOhs
z8S}fXvUud1D+mM}<>S5w)eKDh0<ecK!pA;nA5JEkXup4dk=nVzjcgg2UVX5>b!5c8
zZkhmZbQhM(<c)j0y;4z&ef%W*TAoq(zMs2KeERU=ob0`$3JOAZV@h3|xTC%JY-o?&
zr?0`uLj@QQgkprUqbMu`;vr;gmVxg5kAJ#xO0%gvN$=Fu?}7c1;v@<Kd>8~AFwjIW
z;^h%=veVl_E=~tvraJE7J%xqlWlbCwk@$z!o9KUB$L-m)NJ1>X_&HNviaD2F(Hqo)
zpf~Gea;BTala}69;r=(Ole1osrm{(~qGv;se-~_vs7{?+n^6+dbTh&Gb8~Fmc;1HP
zw}ys>401}2`7$X9@2*`F4n;-}Zj&?BvY!IIhU*d5QACEC3qTUfwN;ZiG%S|d;4t*>
zQZypfCCct-XUP?A#zc;_%IaXJs^79(w|p_!5{vT&Efh>S*q1kN-ekUo=-I&-Cx2>2
zWM)s#*GJuQGlLB2=CmD}IHg3aUk$^^_P<*A1lS;d?Qim?D2;%ohoF{%rNL|>PKRNI
z_kq`v?LD9=ptF%vBvGRm+3?s#xYd8wX)g4c=In<f(|_vyU2NARjsv69AWd)M>M-V2
zs&bcwb0Q}6Iybpboz``$2rhG_)?EC#(lfiP%h}P#2NFfzY+k9A9U`2uu`vgoWmtRX
zMQ*4`n(CQ-s=YY@*+{#QWA4&KK?xU<#XfuXz)=Lg9Y+=!I8H4xIwK3npdXZy$~Mc>
z@~;@$#(xU8G>+h&c&L=H$K9kyNUQ{lFyr7M*Y0O6)0WkeyqDykyWS^sJIhzv+IOve
zMKxRjFsI9T@}*#IzQl;zs7jLBbnDf99c05gy}E=~e+CZ@#?YP{SfKwOaJA5{y!WYW
zF1I1afU6h$P*C{8-<*6QtLF;e`gheka|ERi9N2>h-Z~Rmk&cWu*0L4XcsO+2#>zU|
zE$;1IV7na)G&!*jluTwHxiV$@=Np$O9bdnuzLo*=ue;pSPPW1S>pu_e_nAPOHniAt
zxKYrOWRye5HUK;1Tdvv^Wn<c+?(%5ok@T{;+8s(SUrrgW32mYG&3+O{Aceo3hWFXH
z{KN*^vc^M*k)Cr4X6OFCQfPm>#4JzUnwa%7LKdl~x4XaQk`1`*!b$;}Aa_gWfahSF
z8RCFdoZ6<Iyci2PsU7^q#l@+2RteCXFIY&tEX!S1Zzr@xg0Z=Bnv)QdkdZsZ-tB>G
zxYR`>*>_rPx$YoW1dnRAV4Vumk*VoOM{}B;4d2LQ-Myca&8U~x8GLkzDRP$9S{N@S
zR{#F6`K_Lwo_GX)sf~_dzy$C&aA<NOYv3*M1IL1(C2#Wx+-PP*GBOoh!59}{`gj)>
z8O2Fi*;IJiRS_H5Jhl1QDj5}b-@lX`DH~>97u9j-`&Xi1A$RyNQ5^st2L@9=H|5@7
zsSH1+r#K7F04NFH4Y9iO@^J)0n$d=z7cSE;U)c$3^#=xOSp|;$R(-^@)oWMt1y%iy
zHP=Kg9JX~-v2*fGOmXrZWPfp*w5MD)0tA7}HJ9>YBrKYzt5s4$YYw?x?k;4TOLu2E
zNnU6felZ)1<Qr!6C!#G@SCEJ*mMDGLz~HfiG&p+wO1Z2i16}`MDF?<>3_qhYr_L+*
zg;bji?1T@qd*j{5ARDwSM>ZrjTfx*X7W)Q9Yg$^`9xs4Cj<O;x#V8vr0@CoR56{{|
z3jlGbL^&fVn3E{pQ^2)7Na|8ZwtDHHZ~c+J1QH%_IefP}>z<xdN3>dErc+{eu=}*D
z&D~R#q%tvfslrur(~HfcEEnHNanWBJ8yXyfgDtVrct22c%n~Bq@bK{SF6zpc<aLS$
zL=pp1llo^{&#w@j8N6kqRWo^8%)jq$-h-a*xPQRST0<t{sPe^5&_}6V7f!L}XLj(u
zDn$OnX>zW8F~JifGkNQKE8JpMuH+#D0<|zj{|Fw%%gX@NyNQX3mWeHOEhyc=IxX7w
z#aJKNB-~lLs#x7a*0fk}>4p6!OlTHN*Ni<mHg;D-uj1#A{x1h_FNOGx>mSriC!f-e
zrI(~)U_G8^-)(7WiEvyAph+r5PFXnzXw=<aq@vkAKixjQAdT{_lxgo+?qc(i+Lts6
zRE@~!)-8u|?j{HL)_G#zVxV9pE6WGLgjO)FpQ+)o!V>vDEBw$olKRAYgh&*peQgLX
z^tHp~uM`NN$#(&UboR8~6T}u>#ZmTE$#twXkGaeqTD_7JK&rf8OJ2945MIvN`2e37
zn0@da&uJaDMSJVqQF`1E2$ENw`?c6~SZTPuYt&MBRRq4@zk6&jDkTYqckzCd4YOl>
z8{!9Z6eBYFl7_ARXd_i!kMYs{9jZtKYF1QK1iT5)2zF{+gjkNep_8l#LYDB8Zv9+h
zawzS6CXMb}7HjixcryIT|LXU#cQ$>DZzb}dECX<E2uLaTDk2p~xb2Jn>X(2VEVjW&
z09!RSN0iqUax^<Tz$Y&2S$^(SnpMb<Epv0D3q6Pk&CoWELqIiY;BfNwdPpJDjqMdy
z$_x`8N8)1^!`B8XNDvK9hw!>P7zHh#Yr|5q44WqKv?%Ff$zRu3S64@@rOG!=$R0U@
zP&;jpOte{4R)6d`d)n%$QF&qYt27%CUY5BJ-8;s{MkEyYEr`8Xv$bMM8w`&?+1ts>
zt9YOs+uzgEv*qYx8xR<F#=Zu#OUdKwZ{RQrhhnR@cv3IcCk&qvZ78X=)P%>y#Nl*-
z3kxm;Aj%66S|6o!uB~0OKRt1#eZb$Vx;mfLl2tKRwX}CGLe!?UlECHOE?C9VtSb#2
z=4xJLqsqm(59mh<_-Qd#1sBzLJ@rN|hdUGg%Ik1MM40ziiwvF=nGHNNVLHz4RLbAH
z{1&Dc8IUXuI!78cdDg;tG-KsFwdwBS(I0)67~@5OPp5r2w2-PHEem9dpy&cgsB>RH
zQeg^FzJlXS;o!!>g9i?r9!B1U6JVI^tGp9{G_H-$rZDgWi*o+isddW{VV(a-T^oW-
z+r|`?t5ECHf;FWs+Kz_Tph22;Ay21q?wgu;t3)vElWElsJC;E3m}75g2rh@k$~M<8
zK5%jcgK;n<plsC7!@ZV;WtjVZkU~2XQ<iQj`XH3ZnLfR+5NhuGQUBrqEIybxrv-DF
zYu;g<@U)#gNf5?i=EUNnR-8y;=|+1`-&qmFeAl|!WxG#9{xR}|pU}vem`L@ubP#nx
zQe4D?WgF~M3S{_GIE2<RKoN+$Q?z&f0$DPei5(RaL+5m!W;Q-kPFeD@w<+M8t;>mZ
znK0tL70l_kR}MW*-|W4V%jFXB{VmTl8qKt3`piM&UPGsk=Tgdlt>%pm?-w_pB|6wY
zef{@y`UU}9rpIZ>GlL^sXo>xPQK19KQ?F<U<ifY?`~}ike0!+fOHq!qIMVLoI{`+`
zg2rJo6n?6za<3HrXiv9JM*Iq!)^={>mW{dZG5L&ugi99+OMPBCn1|-~J!~tI7H`>4
zN@%{j<EdN|&aD5p!n)@PpTTU$Jz9JCf~j1q&0mqiKq=Cvsxf*2so1nj6E!t4xiv1#
zhHlI&>e{xpwo3lqRB{dTLAQ|)7i@JX7|jkWTkYRpqgF8_B2Q(J=N!qO{nLrI)5hhC
zdGLfZny~EDg8S3^eOWhC1gbp30?RhvO+XM8F_1|j=^<DH?1xANpT>6<q?j+`H#YnR
z#we5+K`*^q;pA>%495Y)6LENptuwp{(FNgP=Kr-hHQ~wLO!`VBi!sKeJrXgYZHJg$
zWGBO**IG!z+}+OuW`o~qS?(4RQiF35A+8F_&~_kCx*3qvAu@ob;mAr`O}q)AY|KuC
zOKbS~bEmqyMKiE@U?MW5wnG&TWDoJkdhgy54fFj=B4`=&-WT+w<cusTMf0g`B)!@8
zhF(js&5r9S&DEIT@vk@T?NFWVtO+LV=LTOXOx8PAkVLU~9K8V3;5_1o$VN;|ev@DB
zq*twVf8XYnt5%`!3dgoHS6<Pma-dZ8;H5mHT_y56ux9Wd@0HV~L^ZV@y{%g%r`pRG
zO}$8xgn~QlDC{2bJSruh&64$@vG+YlE&F_Chogv?7~)}NS_M@!U-N#t2NnJgdj-?T
zMj!)!3}gQEoFg(L*sL7-7ML&Om#k@j=js<WuProrL$7v;S!6qCguI|?<Do{5E*ju}
z`uqHjd!~&p4+u@wQ!!~37!_@6zHA8w7eIX!B=~NBqD}Dc;M;R&>u=dB_-hqE|2;as
zGfERwK`3$|b~wm)I_B|XAk-)=fm=d&sC^`UQ_2MrrR3!guaI#_CL#Bd4_Cf1mV{+P
zVgWidAYihkv3#5=jki#1Xi;}$>I`<jVi)571N>%9!{T6Hfs}!u13%Wn*$c?#8FHO~
z#1qv#?)4*q%yB<?b0iOn%NC#IbT5ZfQ{$85#1+`pQFVNN?#3Cnv&v!@GhLYL%2cz^
zL4;nYomp~+aK{4@YCVVBzG*%iamBBg^$RpT#?+tRTJe2mU|dBH0mpgac-@SYPo=&0
zL_?E_X?}?zfDQ|-NZTSw3pW+<$lcc?w;XLP9GaXah;a3TvTAA)E}v|vliAn1W%yB%
zRux}<D`AE{qe&^~s`j>jN)+-w@h^}$odxH|n{yxMIJxaBeL6Sz>L_{cdsX+HT&8{*
z*|hupn0#VW{fpeps8WRfV4uJ`XKef~Vsx%QF^6$0>;Bq<3UbD)4Krm8d@XieP3QfR
z?lZa3Ydk4sHh@<=pt#g+p+*szEre_dX~a%VK=6Q}UK~Iayug@kr%;4+rlq8$_B}n9
zP%wuY8Pv;GyaALe9;xl<5(~XYMA(QjUd#Nx??5+e;2my<zoT7pF_<M^k6gi38k;Cd
zaxs<>oS%G_<tlyRk=OOCWXTwMMW9AV@p)+Q)v4Bq*&=@2%YO<%Jvu8Kyu8?{s^yW5
zk2x)sYw1V0dX9yyDxb@hdiYe=Tvb<ySIChdGDfm(7?9CuKEhZ~7>~@X8AzA;Ynxxc
zz73L9YUgP;AnOB)*!Sp(BFYC>hKGh^j~%O~PolU3b_aglV0$EX-K2_iY^P4z1+k3+
zOv~O$e_dI>s#dS$V69=7^t_k5fjU?&^uiXbS#F(KnPBoqvXSA*GF8(Dj44ccU@($6
zY+zeEJ3tCZ)ZjWmgnCZvj9&Y}m|d+b-Z@;Y9MtW!`V=jHnRW%^uSdc2Mg0`%s*x*j
zg&En=S{uG-Ar1Tk(FYjIjwKnASEz!eAR3*IbgfiY<Ua+B1!x)QXX=740d4zaiiTPj
zyPK(q8>2dcUAZZ|<>-lZr{&h>Q)54%T6A8|t+La4Fw~n__ntGV=Rvx5cAr9(t2EBR
zf0koeR6Qq3ufX*=blW7=Xu>#02v-PZ6Kfi^5iptH2=DQ1AVrxNGUYz|PDnhOu}ZT1
z%R3$DQ>E#tCJBTv-Dkfv+!1N|dqZe4PAvheJbwIjI(S18{8oo!iTx2&R8j#n?b-00
zzB0>j_>*G90{2afD@&+G9>~57i8~lY6Hm`l#}bhhwZL2e30k{J|GewjP@f-s=Z%G)
z)xYGgUk>Jk+V--4oXfeNq-s&o`6q2W0tH=QnCl<!j?$Dnsa-SKb%!_fki+r_x}N>q
zch1wW=0@91*Q07e-d{^8j>78g5<P28sLx(98@^%~a2WD&E!SA@X@CP#9(*#Y#)Vnn
zw8VOEU=BQjjqT*WW$eh^l=0<pPi)z)^m6LqwN|khQvA<z8xf=ztZ`05cU7!(N6Le?
z#$N{%TQ-n(iX}+X6>4Njk}(RS-koH9)-?Tjuv7uN%0jQdP8NGC%W$c)asi^yQpAf4
zmsN!*ipJHW!*0(_Ih~7mekdR=6lTx_Gh$Ml?yt%hQTO&Ojv{(%l!A*B+nnW*ym#2k
z%Emr$DlaYBxBl&fWdGK+7+B8YNn0jIQJd0?%l!PT_gf|^OVGndg|hR~>`=@Q`|EdG
z1HoT;QKW`_bGh5dKUz;9euv=Ve(^{RYe!`h7cO%X-wK@bjy-4dE-SzZqTA`*IXJ|;
zii=>H&_xkj%f~Sl`}%$ZwF;mToVL#Lvf3V>q)LxAdCl&pMV#5LHGX#*KlXk0DvQCm
znxhuupIfIts9<1w2LA@Nu*R{~EAL%fw3<YK%1@`rgQS{j&CjE4qV4El8IpS#&L}s2
zmT`J}%lQZELX!dDVRywgbf&tYJ8Ru?)R(|pk@<bZ4<!|`wn`VH51l(a<y2)XIzGQH
z-Xt2C({p`r%9=5&Z9*>+sYsGe&#7y$FDkuS+f#Ds=;Kx)@%_1s0MF7%*5;8(Lh#Rj
zvAIINIp%)iOsdYGdfh;XTTU~c^5RG;$t1P%cPDK2OeM1ete#PJ3HqU5Yt7oybU$Ei
zT4}A>588l(MTjXAY=qcQv%F0@G^qmz&<=by)Ow_)>&3Cj2X}ZMW~0pZB$^HW>Ttk*
zzHt}%TkA1ZJ2%VDLxxq%ir*G1)W+Xfl*FE+B~os6{^hjWul^4Ux@>q&UjCAi^lg&O
zf_f^+_zT>c(6Lc5qR8<P=SGB72Rke=<n-ZG*KeET4ISyV+(sI+X-g-#=l~ZVy}MQi
zH)@2&cGwJuSU4!$to>-gha$T{ijN%H)B9A&_rW_nE=xCY((JZ=#q@PkUkNFv?Fu>b
z{u66^{W&kUWN@m@9(NqF33NBBa8}6)OV?t2w~WuTOHfN14}4Co$7GIZF8bQP^5_0M
ztb1<oZRbZ51U)6UP{afI7i6c42R0E1)t?RlU)VR2k?8kuJ4QUp#+U*h7%M8TifEPW
zeh3h2K#>4Bp+9-JtK8k>z@|1Bc!Z@pOLhm;M`s`7=$lH+b#lM1uuC-1+Z4xZXcBK0
zi`>A`D6>crqjk)Gbwlvm^=9gz;8^uIuea9{!1(c|ZZjKa4D#bT$hU@)%`*nr-S@m?
z4e8U>$b>db!reIn$$$aG{In*Y3iJB<&wAWcN7PL%NsLc{ritZ<kEBlpZ=GdamD9`%
z25}g%<?XHd!l6z+pApF-(gsd-_kzXzY>@^#IbgVRSC0ivRPVq@n#7N6f+G=8ho&Up
z0-Q(TFX-9{7H8i2KN-=ccRKB^Afuz}X2P503st4@7yIitcf)Ke$^6U_?UAWzsS8D2
z;DQ+E8G-VMQvfm#+-6*Z{hh-wVn6qT!iBQ`s{q?UlIK?c^kefTnl<cJZJW?)#}cED
z(BOub!eC*o0ah|9U;*JC9~GNSaOx8iTasVDby;VeUCtYy4~m@oRO-Zz4H7iFbjcu#
z-QJ$hqBj_GX?it<1=hHBYJS!xW}lC<gAC?Uck^QKKi;~(j?I{#u`rD5&2xC^GB0IQ
zv{`erCbrpP(uklQsWB|yEw^>c#cq+TpYVFPF%>`flni5UjV5x~x5HN<sYS}yZZ8W7
zTrfdqW&+!#dq!U!lnb1FKb)Z;+v75ETc5@Id)CqDeucFis9Bi{^m+0SeSOgQyX<O(
zi_|gi+`-4I!`Rt5Px}ZwMbtnR!*mwhESWA*o?K~>f#%4_J}=9<s|bmo=@QDA;Mp|i
zTU5#(I+P5_QIJRWgYBKzL{xBqhg3`H#FVMWT&Ie0RkPl`dzY!F2!mM%R0WFxRSMSh
zivf2sSNo#BM^>Q&WA$tO8lSqQs<Nga65QV%e)Vxyzu(}Q_lj|9+(UmvFe3X3^j6jq
zs%v(4iGc62=+wJm%cOJLcYE(Om>xH8q#RcYe(ebba>N$6p9Oc-6$fx#iGUhL1#F4P
zgR8(`y2$;@U>C0hjW~4!#4!OE7NiMWC$c;0p^YhTM8VFR5_MO{>S~(+r%$?R&(O}4
z2Mk2D-VJw^IYMsb`G!#inl;i}sI6A>Bf$@@J!>f61`zJ(f)3DS(aiv_wNV16pA2F)
z&ZP$Pri2nECl=r|1LRj|1}oXJQ~t8I-SC*lDW9J6gzUmtfzN19R&S**1Gk^IPYoxM
zAWhvSD`)CVcN?Ym4PDo`pMPxX(+j{e#2dZh#=GIV);VaNK4GAAuvW&a{_ZJWn}X`8
z((-XDamCWK8vlCl3Rk`P(0)K9mz5XfVm{jT1rCUl$6h?tsZ89q*H(mQ<>nuH!JUyy
z^1W8B98@UzWkvD_uNuH2<{hiRIWI%ClPKc>W2+(C>FU%}#?=O~sjK<ojXqViYLm9K
z_0N7h60O}W>chI_bx9&%8Y+WtYDIkna2T1P3riGth@Tc2Y@aB#xxw`{ng8yixjH9O
zYf0sF=U{B~+fI7Fi*n15cc`^}zElvc@MKx{q3!uXBX@koO(s4z2=UX4)VR(TA$@;U
z^mB==*_9ZwHj3B*jDOGedr23tY1A$Tgtg&&YwcZRCUZzH&$(3vQz|Sd0u{<j160E6
zSHSh46-MR~`7M=oEO#q^WlKcME16U(>*xWNV$|P)L7D`j#95_wqeR`)&MNFsOHBK!
zKCirEGXo0E<(R{QrSc(_mx$x=^VRZS=f)-7I+c&j==4r}ea@ffCP#94>fg`EZv{Wh
zQ;f7P?OEQG-bdTCR2mKF*dod^eq$y}B4Un4?Pc^??B!2ObG&Hf=cOzC(u<kBwoS&1
zI%na}sTNy6uI~k`WtfLO?o{F4sBug1o4eU}eO8LhixtaT(}OV-Y%3kAi9niAuy<vv
zd(ccxUnY0HZU--1T20FBS^8D!%?<Qfx1Nmpx1J0Sa&+mJ4Vl(wORX*zn#5QO1DfYq
zn?8<stfI5A)W~=2S!APx!Y7yTx^v`lo`wGar_#$SE1jfzjN~SMsa0@dqmB@LpPFIJ
zL-#AOBifFv>t@qj{*m<6E9DaU{o_7k6!GDUkxKa!hmjick6+0C{cC4O#RO=p1sW2@
zOF|Dv^i5T*W~V4TE3>{BH!R?CDev#6BJV!Z>(fDxtBWiR5HPBISy9qE`}K>%vzipO
zEb1hy)n%GOaz*UD#4eK9NlPB3hN~auQOhhzVHx);X8URvV*>>}o=WW>n4=_1U*=kT
z^{>!MNM`hu>Bg1hWdtct08B(R*u%otusNXEfIj()v0q?mu8ecg96q$Ua$)GrpIgV{
zg9i+aM<|wl<>F8GGOAB$`(Md_UhZ)!IyB>@&Azzb9GWhh2}Rm^&-%^2-^J81@82ls
zXCrthn%<Y*J8><+llBDIL`o#G`PY`vH5lt0B{9=u8BST<?Z=h+m}&U7PX`t<)XO^Q
z)+4QjxhT~51nd>NlAau6aTHi>z)Pz3!)@<m*O1xw$0O==+Ws6+^oTdID#&>7%<<U8
z!B7o?h}b;v!Ida;EK#&5WA=A3cb$E7QWLxA^qr@IVX2G~zh3`|vJpa2?mB((;XDzr
zH6QUoKihgeZ_3<PPiaM37VSsp%-eE<KquWznB-6G3sG>=uy80_Tbi6&8U9lm7@W@;
zlkqC{;_sB=3X<BcK3&Oyn_V)z<X@JTmHC!Ae0Hb(qk5sJmDz#sQg{8RoJp~)OmX7+
zI&0UAXYbdg^^j|6Yb+aR)Q-eQF5`pv+v6l^Z2$h1mj_hX(yd~w$M>W1BG+837<$mE
z-6y$gx}s7Zez7gUm3)$`Ql7a(yF{ll!}_fCo>`pg=Fwa2dsT;HEzDW0k3p4XeMDMu
zo%cgJ;IeW#Yey^7Em)~1dgqGPGPT`7BQ}qWS>3IeCBgF4Jeb4awD^WN^Pf)98Wcub
zTqsPX!QpSzj<P|Xt6R77N9Hbk)@3m)5A}?VCGT5h${OqK%!VSn8p+<NxdzLP*oMsS
z_u`NJ=$zGZy?)bCh2uMtM>#j5T4uREC~%*1eS0`bnEK@IGpSSeO+zgM-`JNK6YVM9
z$bp@OR?U;zGgZV!@&_L(%ez1%BR7NKN=pQPQRlb;oYd<$T*VxkV9zOxM%g5&S4{s&
z&8L<xU9G$<nf<(8y(96;9aOPzdZL%1z~X?o;?&XAdd@RSh{v{4zR}ynU?h7BmUb-D
zq_#@bSSJQgbnd^F&^R*6r(h+My5ILJ#m^=qgZw=)aCC)*1wqB?6d*o{KVfEdxw=mo
zQESOEkhea8fz=dVIw>)KPn2Crsxez;cc`KA@av#Ah6B7Wl?gdm-+|mth+J1%dA!SJ
zxTWj2hD%BGK8mY`8Tj-;*jhMYM6`5i{C>y!)>Ziqvw>T*DYI34#<M~T8W9kOLP5~s
zd&r3;H~TKS@OWVXYiYGsYMIL>GPsE`2rugMx3noI6dA`v41+$P#(C&Qk64vK;lyVA
z{l_ndwCBgen>rfjz7F-HCvS-;gr7d@R!{4-O7?e8J!#pukzF_Gz#9yaR2Wflj!lQR
z1XtLZ+E-QbuO$V#ul0G2Ew`(ABk|Slm(Qc(E?0hup(qJ<#mwj8{Jy6Y!rx5A{Jw|z
zxBN9#?T&QIIZ3MygXHRM6sz!Ur;<<3eipDup{QLA_gac0bJ>E}Ee*FwTJw|rspVnj
z5>!oE#r$^i7-g4o7Aid`j-sJwTy}vN3<MQbg5QsPlUTmw^8T?I{f=}=ia@l_fuo1C
z<ED(Mvtcou(3%QuZ%Y5Km75=(By+GG63j^-f1SqEUOs~3Nj3C7ku9aQEMQlgnfJ>U
zd%)@_(9=Jv?FJOJP|=V*0mEQ7vOn?zjTsU`inYA{J*r7Rz=PW{y_>C}R;>5<T|X5Q
zH!K25wj`=bKz#6XJ85FIe*KH*36}L{V!td~a#OH!`mg7Gb6jq=i6>?LOWrFBGO;@u
zq>4+s=l8+}UDpK-{kqoet;lRIl}&_$pbcylK;4GO#Hk1zbY~5X$Bw+N$PhHznMIuJ
z;{0*Hj;%~0Um%tH)bTE@!ywF&Jl<?GS|H#W<a8K`X+z)Nwg?Og3lqrGlivxPL>VuP
zy($s33OhyYL($;Djsae@@umFnz$?9-=#;schrW})zzm85nuB~j$Dbfy;Bu71Px)2J
z@J!D=YTGnMl`<oP2mV+qZKTI22XVeWUxc!-$sP>L+uy}dK03ls#>=6IonYC|>RHnx
zs{@iJQ0_NZ3Z?SaVYB`c+FG{uAT1}dkw);ioJ(`NE~E^^r@GLpl8Yyq^fscr|GHlN
zPxl{{kf^*|36-k?S0H@;{^)YAJG4lu1eSSrjQJen$`2LFY#sZ`yM;_I>&CgjD8jH}
z5V@5y{6Hy??15)w)S;jlkpg0y!M-y=geOFlX^K#;AQ>1mGC~NAARnkhyo>yFA$YYg
z+qUqw<1DOC!CtJ7zrSh|LlM_Ww6{4?ePWC-X?QgU;JchFK#4*Nwt7k--2?!^vBa1G
z#dd{-H!O)qW#VSO1DB2N6vH}aY6M;MCx7fjygJqYTAjoI^6c*))X!2xFAYxFi>?F2
zgcGkiVu&`&Pb4jzfjty&<p}U+plXCCxuMdRwh?v_FXw~EcS}<-2Ebird8Kp^bM^5c
zho7br)`WP66Y&mNIMY2F01|k8lQ0Hf83_ii?~!dF7KV5w5zoS2j#}vgTho}sj$P<j
zz_+2s`M<x75Is=^Nd&F-=mVD%d0<#~G3!qpn=N(8|Ng%C3F4Cgz5QQTpc(rfuSUpz
zFY!+pCax0$c%5_Gvi=1ax@bqbW@_}G`7MCl)6)1O|DFHXbR>`XGH2>&E8oAT5k&Tz
zo)^%Jm#nYos^<pdxcy<$zlXw>#c+p<Q6GjC@hGpNKXIX=8Uj@6uujqHoW;$cs7%by
z3S!&#ZT(3pVzD0y^vM75-0{S7Q?-Oc0k31YNL|J1(4>nh0d!<k#999tjjk9*;{q07
z7OaX<PM#7jdLXcOt+dWjTAt9Zn!RaZ^44h!Q?SGdqNW8*z+D`+__W4z7wY+-I}Wj}
zDTz_X<{7QuPUQ)D2(})q*=jNG^De252;Q)mQW(e$El{hVn-s0}U4=C8#35G1|4W-z
z(3FBw;<dAUyO`7KX>uW@4o)i;{^So#;^k-{p$k`;A-CPBS=hRs`6Gk!{-;Z{k81L3
zQaB$4`lT#pTBUM@7r(_gQ0>r?Ewu|^Ad&bvJD&qelXc4K(PstYu*%l9NYx*-28%^e
z_K%ZSdQob0HUv12@)dr@Z1v`TonpDo;E)n8qszC2mgwF(dcE(R9-T`5%vk)j3DNGR
z`{u5+qc=0*pEJ^Z@g<A@Lxo68b>IBxXnmm8%j1}xVEL7uoesX{`ENb+QdP`?qM<bJ
zAni@f!8gC?sll1fNkj$z5PbAXB5UD8E_-gae%bkWY{|_552w}-cOFsxc$@#|mnm1$
z;^B3^h-F`VHK+UtzVh#XA36U&evO%1{B@GXLSRSy$MHxQg~i|A6#uV`xaxmp#Qpy(
pBhKD~fiAxO{|Em+J{9fr0^YLARN5^?$A}%Fc}Dki{>jU?{}+U%THOEu

diff --git a/authors.html b/authors.html
index 1f9b2fa..c86528a 100644
--- a/authors.html
+++ b/authors.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/favicon-16x16.png b/favicon-16x16.png
index 927faf7c8ed84e1d98bf708b1c23d035a3b010d3..7d0902af6fbd92490911d1fd023fa6739f985471 100644
GIT binary patch
delta 95
zcmaFL`IK`53p0l(hmiCuHMXsrd6-ohT@6DFEUXMItc=XH4GgRd4BDQvFK1w2P%Uwd
lC`m~yNwvz&PsvQHWH2%?GSM|K)-^)c@O{^Q>B(g*`2fg38gT#s

delta 95
zcmaFL`IK`53p0m^2)nt{>5ayld6-ohT@6Bv46F>ytxQd|4S);-J6qXq1_lPz64!{5
kl*E!$tK9sQ%(O}dBLgE7T?1oXBXkY^2}{i<m$Bpn0Gw4As{jB1

diff --git a/favicon-32x32.png b/favicon-32x32.png
index 97ee343b0ca387020ab016836f6c410246b45d6a..de00ac13866ca81567f80af9a8b0a046886cea1a 100644
GIT binary patch
delta 93
zcmZ1`yi9mP6^AH?kW7iwWU-A+1stx1AqEy!h89*v7TN{|Rt5$I>&yKZ7#LJbTq8<S
j5=&C8a`RI%(<&K^42(>44UBb-&^0iAI{#_1IcGiq!BiS-

delta 93
zcmZ1`yi9mP6^DojyXDg2IVKyM3OHO1LW~To49u-e&9x1H41<-6cos1*FsPQeMwFx^
imZVzc=BH$)RWcYE7@6oA80#9LYq;@$i`-;$&U^s+WE&0u

diff --git a/index.html b/index.html
index 5518a05..128f547 100644
--- a/index.html
+++ b/index.html
@@ -51,7 +51,7 @@
     
     <a class="navbar-brand me-2" href="index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/news/index.html b/news/index.html
index 92e12bb..10f68ea 100644
--- a/news/index.html
+++ b/news/index.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/pkgdown.yml b/pkgdown.yml
index 3227cb9..3639422 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -3,5 +3,5 @@ pkgdown: 2.0.7
 pkgdown_sha: ~
 articles:
   syntenet: syntenet.html
-last_built: 2024-03-20T20:08Z
+last_built: 2024-03-21T08:18Z
 
diff --git a/reference/angiosperm_phylogeny.html b/reference/angiosperm_phylogeny.html
index a241859..f91d040 100644
--- a/reference/angiosperm_phylogeny.html
+++ b/reference/angiosperm_phylogeny.html
@@ -14,7 +14,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/annotation.html b/reference/annotation.html
index beb0e90..fb179f8 100644
--- a/reference/annotation.html
+++ b/reference/annotation.html
@@ -12,7 +12,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/binarize_and_transpose.html b/reference/binarize_and_transpose.html
index 3b85992..ec8da94 100644
--- a/reference/binarize_and_transpose.html
+++ b/reference/binarize_and_transpose.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/blast_list.html b/reference/blast_list.html
index 8ce08ad..266a5bd 100644
--- a/reference/blast_list.html
+++ b/reference/blast_list.html
@@ -16,7 +16,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/check_input.html b/reference/check_input.html
index c457fdd..bbe6f4f 100644
--- a/reference/check_input.html
+++ b/reference/check_input.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/cluster_network.html b/reference/cluster_network.html
index 18cb490..4458eac 100644
--- a/reference/cluster_network.html
+++ b/reference/cluster_network.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/clusters.html b/reference/clusters.html
index 9a7386f..e111c8b 100644
--- a/reference/clusters.html
+++ b/reference/clusters.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/collapse_protein_ids.html b/reference/collapse_protein_ids.html
index 0e2a79e..c286ed7 100644
--- a/reference/collapse_protein_ids.html
+++ b/reference/collapse_protein_ids.html
@@ -12,7 +12,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/create_species_id_table.html b/reference/create_species_id_table.html
index 53737c2..a277505 100644
--- a/reference/create_species_id_table.html
+++ b/reference/create_species_id_table.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/diamond_is_installed.html b/reference/diamond_is_installed.html
index 200dd73..d483530 100644
--- a/reference/diamond_is_installed.html
+++ b/reference/diamond_is_installed.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/edges.html b/reference/edges.html
index 8f71bf8..c97927f 100644
--- a/reference/edges.html
+++ b/reference/edges.html
@@ -14,7 +14,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/export_sequences.html b/reference/export_sequences.html
index be2260f..8dad26f 100644
--- a/reference/export_sequences.html
+++ b/reference/export_sequences.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -87,8 +87,8 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span><span class="co"># Export data</span></span></span>
 <span class="r-in"><span><span class="va">outdir</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/file.path.html" class="external-link">file.path</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempdir</a></span><span class="op">(</span><span class="op">)</span>, <span class="st">"example_test"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">export_sequences</span><span class="op">(</span><span class="va">pdata</span><span class="op">$</span><span class="va">seq</span>, <span class="va">outdir</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "/tmp/Rtmp0DqkeS/example_test/Olucimarinus.fasta"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [2] "/tmp/Rtmp0DqkeS/example_test/OspRCC809.fasta"   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "/tmp/RtmpsYIwyZ/example_test/Olucimarinus.fasta"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [2] "/tmp/RtmpsYIwyZ/example_test/OspRCC809.fasta"   </span>
 </code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
diff --git a/reference/fasta2AAStringSetlist.html b/reference/fasta2AAStringSetlist.html
index 62ae22d..fbc3b12 100644
--- a/reference/fasta2AAStringSetlist.html
+++ b/reference/fasta2AAStringSetlist.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/find_GS_clusters.html b/reference/find_GS_clusters.html
index f788e75..30df94c 100644
--- a/reference/find_GS_clusters.html
+++ b/reference/find_GS_clusters.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/gff2GRangesList.html b/reference/gff2GRangesList.html
index f10c232..4e7b021 100644
--- a/reference/gff2GRangesList.html
+++ b/reference/gff2GRangesList.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/index.html b/reference/index.html
index 105bcd1..eab9239 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/infer_microsynteny_phylogeny.html b/reference/infer_microsynteny_phylogeny.html
index 778886d..5270f73 100644
--- a/reference/infer_microsynteny_phylogeny.html
+++ b/reference/infer_microsynteny_phylogeny.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/infer_syntenet.html b/reference/infer_syntenet.html
index e78f28e..392d827 100644
--- a/reference/infer_syntenet.html
+++ b/reference/infer_syntenet.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/interspecies_synteny.html b/reference/interspecies_synteny.html
index fd72492..3a5af10 100644
--- a/reference/interspecies_synteny.html
+++ b/reference/interspecies_synteny.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/intraspecies_synteny.html b/reference/intraspecies_synteny.html
index 6ea771b..c3789d5 100644
--- a/reference/intraspecies_synteny.html
+++ b/reference/intraspecies_synteny.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/iqtree_is_installed.html b/reference/iqtree_is_installed.html
index 3bb9e9e..008c911 100644
--- a/reference/iqtree_is_installed.html
+++ b/reference/iqtree_is_installed.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/iqtree_version.html b/reference/iqtree_version.html
index e00eb47..2369144 100644
--- a/reference/iqtree_version.html
+++ b/reference/iqtree_version.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/last_is_installed.html b/reference/last_is_installed.html
index c824e9f..048512e 100644
--- a/reference/last_is_installed.html
+++ b/reference/last_is_installed.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/network.html b/reference/network.html
index 66f7442..0050983 100644
--- a/reference/network.html
+++ b/reference/network.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/parse_collinearity.html b/reference/parse_collinearity.html
index e1fd073..aab39d0 100644
--- a/reference/parse_collinearity.html
+++ b/reference/parse_collinearity.html
@@ -14,7 +14,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/phylogenomic_profile.html b/reference/phylogenomic_profile.html
index fc29748..e85beff 100644
--- a/reference/phylogenomic_profile.html
+++ b/reference/phylogenomic_profile.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/plot_network.html b/reference/plot_network.html
index 36ec1cd..56d8745 100644
--- a/reference/plot_network.html
+++ b/reference/plot_network.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/plot_profiles.html b/reference/plot_profiles.html
index 6b9b4d1..e381314 100644
--- a/reference/plot_profiles.html
+++ b/reference/plot_profiles.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/process_input.html b/reference/process_input.html
index 5bc295c..3fbc621 100644
--- a/reference/process_input.html
+++ b/reference/process_input.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/profiles2phylip.html b/reference/profiles2phylip.html
index d015d7a..02e1554 100644
--- a/reference/profiles2phylip.html
+++ b/reference/profiles2phylip.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -83,7 +83,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span><span class="va">profile_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="phylogenomic_profile.html">phylogenomic_profile</a></span><span class="op">(</span><span class="va">clusters</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">tmat</span> <span class="op">&lt;-</span> <span class="fu"><a href="binarize_and_transpose.html">binarize_and_transpose</a></span><span class="op">(</span><span class="va">profile_matrix</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">profiles2phylip</span><span class="op">(</span><span class="va">tmat</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "/tmp/Rtmp0DqkeS/microsynteny_phylogeny_20_Mar_2024_20h08.phy"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "/tmp/RtmpsYIwyZ/microsynteny_phylogeny_21_Mar_2024_08h19.phy"</span>
 </code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
diff --git a/reference/proteomes.html b/reference/proteomes.html
index 543c636..83e190b 100644
--- a/reference/proteomes.html
+++ b/reference/proteomes.html
@@ -12,7 +12,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/rcpp_mcscanx_file.html b/reference/rcpp_mcscanx_file.html
index 16492ec..471b437 100644
--- a/reference/rcpp_mcscanx_file.html
+++ b/reference/rcpp_mcscanx_file.html
@@ -18,7 +18,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/read_diamond.html b/reference/read_diamond.html
index a3eb499..1847ee5 100644
--- a/reference/read_diamond.html
+++ b/reference/read_diamond.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/run_diamond.html b/reference/run_diamond.html
index 6dc7584..d8b2723 100644
--- a/reference/run_diamond.html
+++ b/reference/run_diamond.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/run_last.html b/reference/run_last.html
index 8880747..3ae6bd8 100644
--- a/reference/run_last.html
+++ b/reference/run_last.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/scerevisiae_annot.html b/reference/scerevisiae_annot.html
index cab46ac..f4f4a58 100644
--- a/reference/scerevisiae_annot.html
+++ b/reference/scerevisiae_annot.html
@@ -12,7 +12,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/scerevisiae_diamond.html b/reference/scerevisiae_diamond.html
index bba42e0..fb473c9 100644
--- a/reference/scerevisiae_diamond.html
+++ b/reference/scerevisiae_diamond.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/syntenet-package.html b/reference/syntenet-package.html
index 9493f41..b02331d 100644
--- a/reference/syntenet-package.html
+++ b/reference/syntenet-package.html
@@ -12,7 +12,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">syntenet</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.5.2</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/search.json b/search.json
index c142059..921c9a4 100644
--- a/search.json
+++ b/search.json
@@ -1 +1 @@
-[{"path":"/SUPPORT.html","id":null,"dir":"","previous_headings":"","what":"Getting help with syntenet","title":"Getting help with syntenet","text":"Thanks using syntenet! filing issue, places explore pieces put together make process smooth possible.","code":""},{"path":"/SUPPORT.html","id":"make-a-reprex","dir":"","previous_headings":"","what":"Make a reprex","title":"Getting help with syntenet","text":"Start making minimal reproducible example using reprex package. haven’t heard used reprex , ’re treat! Seriously, reprex make R-question-asking endeavors easier (pretty insane ROI five ten minutes ’ll take learn ’s ). additional reprex pointers, check Get help! section tidyverse site.","code":""},{"path":"/SUPPORT.html","id":"where-to-ask","dir":"","previous_headings":"","what":"Where to ask?","title":"Getting help with syntenet","text":"Armed reprex, next step figure ask. See also Bioconductor help website. ’s question: start community.rstudio.com, /StackOverflow. Bioconductor-related question, please ask Bioconductor Support Website using appropriate package tag (website send automatic email package authors). people answer questions. ’s bug: ’re right place, file issue. ’re sure: let community help figure ! problem bug feature request, can easily return report . opening new issue, sure search issues pull requests make sure bug hasn’t reported /already fixed development version. default, search pre-populated :issue :open. can edit qualifiers (e.g. :pr, :closed) needed. example, ’d simply remove :open search issues repo, open closed.","code":""},{"path":"/SUPPORT.html","id":"what-happens-next","dir":"","previous_headings":"","what":"What happens next?","title":"Getting help with syntenet","text":"efficient possible, development tidyverse packages tends bursty, shouldn’t worry don’t get immediate response. Typically don’t look repo sufficient quantity issues accumulates, ’s burst intense activity focus efforts. makes development efficient avoids expensive context switching problems, cost taking longer get back . process makes good reprex particularly important might multiple months initial report start working . can’t reproduce bug, can’t fix !","code":""},{"path":"/articles/syntenet.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"Inference and Analysis of Synteny Networks","text":"analysis synteny (.e., conserved gene content order genomic segment across species) can help understand trajectory duplicated genes evolution. particular, synteny analyses widely used investigate evolution genes derived whole-genome duplication (WGD) events, can reveal genomic rearrangements happened following duplication chromosomes. However, synteny analysis typically performed pairwise manner, can difficult explore interpret comparing several species. understand global patterns synteny, Zhao Schranz (2017) proposed network-based approach analyze synteny. synteny networks, genes given syntenic block represented nodes connected edge. Synteny networks used explore, among others, global synteny patterns mammalian angiosperm genomes (Zhao Schranz 2019), evolution MADS-box transcription factors (Zhao et al. 2017), infer microsynteny-based phylogeny angiosperms (Zhao et al. 2021). syntenet package can used infer synteny networks protein sequences perform downstream network analyses include: Network clustering using Infomap algorithm; Phylogenomic profiling, consists identifying species contain clusters. analysis can reveal highly conserved synteny clusters taxon-specific ones (e.g., family- order-specific clusters); Microsynteny-based phylogeny reconstruction maximum likelihood, can achieved inferring phylogeny binary matrix phylogenomic profiles IQ-TREE.","code":""},{"path":"/articles/syntenet.html","id":"installation","dir":"Articles","previous_headings":"","what":"Installation","title":"Inference and Analysis of Synteny Networks","text":"syntenet can installed Bioconductor following code:","code":"if(!requireNamespace('BiocManager', quietly = TRUE))   install.packages('BiocManager')  BiocManager::install(\"syntenet\") # Load package after installation library(syntenet)"},{"path":"/articles/syntenet.html","id":"data-description","dir":"Articles","previous_headings":"","what":"Data description","title":"Inference and Analysis of Synteny Networks","text":"vignette, use proteomes gene annotation algae species Ostreococcus lucimarinus Ostreococcus sp RCC809, obtained Pico-PLAZA 3.0 (Vandepoele et al. 2013).","code":"# Protein sequences data(proteomes) head(proteomes) #> $Olucimarinus #> AAStringSet object of length 1901: #>        width seq                                            names                #>    [1]   911 MTTMADERASIARVSVVKYGAI...VQLYTYPGSTNDPNFLLKLA* OL01G00010 #>    [2]   789 MGGRRCFCSRSSPVGVGAPAPA...PPQCGADIEAGSEPPPDKCG* OL01G00020 #>    [3]   618 MTRAKDAIVVDDGNDDDDDDDD...RDASASLALALAFSSEESVV* OL01G00030 #>    [4]   547 MPTKAQCWVVSYARVRDGASRS...TGSVSARASIFGEQASFRKA* OL01G00040 #>    [5]   319 MFTASHTTSKVTLRARVATQPR...HNGMALWRETTPKDSLIPAL* OL01G00050 #>    ...   ... ... #> [1897]   106 MAANDGETKLPEDGWIQPCFAC...RAIVDQVGGEHLKGSLMPIE* OL03G05910 #> [1898]    70 RMGIVKLATDGSVWVHSPIELD...QQWKDAYPGATLYACPGLKSK OL03G05920 #> [1899]   680 MDDAHDARWATTSARDGERARA...RSVGPSASDKILEALFPVAD* OL03G05930 #> [1900]   179 MRAVRERSKANLAARVKEEATR...ELERTRELFARARVRAYECI* OL03G05940 #> [1901]    83 MFVREARRAIPRFIKDPPQAFH...ESGDVRSVEGEVCGAVLVDE* OL03G05950 #>  #> $OspRCC809 #> AAStringSet object of length 1433: #>        width seq                                            names                #>    [1]   274 MASTTGSAARRVFVDVEKTVNG...DVLSLGQGSLSGESSSSDEE* ORCC809_01G00010 #>    [2]   175 MDQMRAANAQRSYLLFFVLFFL...SRRLLGRLDSEHTDLHPSWR* ORCC809_01G00020 #>    [3]   403 MTAPRVRASRRATATAAATVTA...LTERDLRYMEPKATIEEWMG* ORCC809_01G00030 #>    [4]   217 MTIDADGDDTLAPHAPAHGEVS...LIRLRGVEKTPTVDPPPPPP* ORCC809_01G00040 #>    [5]  1691 RIEADEKSLLVFGKESPVRTAC...VRMGNNVVTSRYASSESEEDV ORCC809_01G00050 #>    ...   ... ... #> [1429]   428 MVDANATTQTFVLEAEQELRVE...DLPSNVLLVGNLKWLGEDGK* ORCC809_03G02980 #> [1430]   378 MSVPRTTLRRIPLGNARDVLVT...ETLKAIDAVHAQCRDPCIAT* ORCC809_03G02990 #> [1431]  1156 MRATSAPSIVSFVARVACLFVA...CAFGTSLASFVVERARRLEN* ORCC809_03G03000 #> [1432]   541 MAITVFLTDHGRRASALTFLVV...GFGVGAVKFMLAPEMVKSLA* ORCC809_03G03010 #> [1433]   289 MSLSSLRSFSRSISSAPGGRSC...EPEEPEPEEPEPEEPEEPEP* ORCC809_03G03020  # Annotation (ranges) data(annotation) head(annotation) #> GRangesList object of length 2: #> $Olucimarinus #> GRanges object with 1903 ranges and 4 metadata columns: #>          seqnames        ranges strand |     type          ID        Name #>             <Rle>     <IRanges>  <Rle> | <factor> <character> <character> #>      [1]    Chr_1      939-3671      - |     gene  OL01G00010  OL01G00010 #>      [2]    Chr_1     3907-6927      + |     gene  OL01G00020  OL01G00020 #>      [3]    Chr_1     7085-9160      + |     gene  OL01G00030  OL01G00030 #>      [4]    Chr_1    9830-11480      + |     gene  OL01G00040  OL01G00040 #>      [5]    Chr_1   11467-12599      - |     gene  OL01G00050  OL01G00050 #>      ...      ...           ...    ... .      ...         ...         ... #>   [1899]    Chr_3 977435-977752      - |     gene  OL03G05910  OL03G05910 #>   [1900]    Chr_3 978702-978911      - |     gene  OL03G05920  OL03G05920 #>   [1901]    Chr_3 979281-981320      - |     gene  OL03G05930  OL03G05930 #>   [1902]    Chr_3 981778-982314      + |     gene  OL03G05940  OL03G05940 #>   [1903]    Chr_3 982498-982746      + |     gene  OL03G05950  OL03G05950 #>              gene_id #>          <character> #>      [1]  OL01G00010 #>      [2]  OL01G00020 #>      [3]  OL01G00030 #>      [4]  OL01G00040 #>      [5]  OL01G00050 #>      ...         ... #>   [1899]  OL03G05910 #>   [1900]  OL03G05920 #>   [1901]  OL03G05930 #>   [1902]  OL03G05940 #>   [1903]  OL03G05950 #>   ------- #>   seqinfo: 6 sequences from an unspecified genome; no seqlengths #>  #> $OspRCC809 #> GRanges object with 1433 ranges and 4 metadata columns: #>          seqnames        ranges strand |     type               ID #>             <Rle>     <IRanges>  <Rle> | <factor>      <character> #>      [1]    chr_1      321-1142      - |     gene ORCC809_01G00010 #>      [2]    chr_1     1463-2089      + |     gene ORCC809_01G00020 #>      [3]    chr_1     2162-3370      - |     gene ORCC809_01G00030 #>      [4]    chr_1     3774-4424      - |     gene ORCC809_01G00040 #>      [5]    chr_1     4693-9924      - |     gene ORCC809_01G00050 #>      ...      ...           ...    ... .      ...              ... #>   [1429]    chr_3 504915-506198      - |     gene ORCC809_03G02980 #>   [1430]    chr_3 506377-507510      + |     gene ORCC809_03G02990 #>   [1431]    chr_3 507856-511323      + |     gene ORCC809_03G03000 #>   [1432]    chr_3 511533-513155      - |     gene ORCC809_03G03010 #>   [1433]    chr_3 513841-514707      + |     gene ORCC809_03G03020 #>                      Name          gene_id #>               <character>      <character> #>      [1] ORCC809_01G00010 ORCC809_01G00010 #>      [2] ORCC809_01G00020 ORCC809_01G00020 #>      [3] ORCC809_01G00030 ORCC809_01G00030 #>      [4] ORCC809_01G00040 ORCC809_01G00040 #>      [5] ORCC809_01G00050 ORCC809_01G00050 #>      ...              ...              ... #>   [1429] ORCC809_03G02980 ORCC809_03G02980 #>   [1430] ORCC809_03G02990 ORCC809_03G02990 #>   [1431] ORCC809_03G03000 ORCC809_03G03000 #>   [1432] ORCC809_03G03010 ORCC809_03G03010 #>   [1433] ORCC809_03G03020 ORCC809_03G03020 #>   ------- #>   seqinfo: 6 sequences from an unspecified genome; no seqlengths"},{"path":"/articles/syntenet.html","id":"importing-data-to-the-r-session","dir":"Articles","previous_headings":"","what":"Importing data to the R session","title":"Inference and Analysis of Synteny Networks","text":"detect synteny infer synteny networks, syntenet requires two objects input: seq: list AAStringSet objects containing translated sequences primary transcripts species. annotation: GRangesList CompressedGRangesList object containing coordinates genes seq. whole-genome protein sequences FASTA files, store FASTA files directory use function fasta2AAStringSetlist() read FASTA files list AAStringSet objects. Likewise, gene annotation GFF/GFF3/GTF files, store files directory use function gff2GRangesList() read GFF/GFF3/GTF files GRangesList object. demonstration, read example FASTA GFF3 files stored subdirectories named sequences/ annotation/, located extdata/ directory package.","code":""},{"path":"/articles/syntenet.html","id":"from-fasta-files-to-a-list-of-aastringset-objects","dir":"Articles","previous_headings":"Importing data to the R session","what":"From FASTA files to a list of AAStringSet objects","title":"Inference and Analysis of Synteny Networks","text":"can use fasta2AAStringSetlist() read FASTA files directory list AAStringSet objects. ’s ! Now list AAStringSet objects.","code":"# Path to directory containing FASTA files fasta_dir <- system.file(\"extdata\", \"sequences\", package = \"syntenet\") fasta_dir #> [1] \"/__w/_temp/Library/syntenet/extdata/sequences\"  dir(fasta_dir) # see the contents of the directory #> [1] \"Olucimarinus.fa.gz\" \"OspRCC809.fa.gz\"  # Read all FASTA files in `fasta_dir` aastringsetlist <- fasta2AAStringSetlist(fasta_dir) aastringsetlist #> $Olucimarinus #> AAStringSet object of length 100: #>       width seq                                             names                #>   [1]   911 MTTMADERASIARVSVVKYGAI...DVQLYTYPGSTNDPNFLLKLA* OL01G00010 #>   [2]   789 MGGRRCFCSRSSPVGVGAPAPA...FPPQCGADIEAGSEPPPDKCG* OL01G00020 #>   [3]   618 MTRAKDAIVVDDGNDDDDDDDD...DRDASASLALALAFSSEESVV* OL01G00030 #>   [4]   547 MPTKAQCWVVSYARVRDGASRS...VTGSVSARASIFGEQASFRKA* OL01G00040 #>   [5]   319 MFTASHTTSKVTLRARVATQPR...LHNGMALWRETTPKDSLIPAL* OL01G00050 #>   ...   ... ... #>  [96]   476 MVPARNFLDGANAREVELDRVV...VMRKLREPDSVARLAGQTGVR* OL01G00960 #>  [97]   771 MARHRGTRGGWNATTTEGGDGR...SIPDDGFDESSSVSASTIDGF* OL01G00970 #>  [98]   494 MDSEFWGCVIPAGRAVRVEVAT...FIKSRKDLFTIDGAYVRLVKK* OL01G00980 #>  [99]   264 VRAIVGATTRIQTRAPPRANHR...DWSFISDEFQDDASDSEVIDR* OL01G00990 #> [100]   565 MQLDAFRKATVKGVATRVGGAD...QLADLLRKNMGVPAKFIDAQN* OL01G01000 #>  #> $OspRCC809 #> AAStringSet object of length 100: #>       width seq                                             names                #>   [1]   274 MASTTGSAARRVFVDVEKTVNG...WDVLSLGQGSLSGESSSSDEE* ORCC809_01G00010 #>   [2]   175 MDQMRAANAQRSYLLFFVLFFL...SSRRLLGRLDSEHTDLHPSWR* ORCC809_01G00020 #>   [3]   403 MTAPRVRASRRATATAAATVTA...ALTERDLRYMEPKATIEEWMG* ORCC809_01G00030 #>   [4]   217 MTIDADGDDTLAPHAPAHGEVS...SLIRLRGVEKTPTVDPPPPPP* ORCC809_01G00040 #>   [5]  1691 RIEADEKSLLVFGKESPVRTAC...SVRMGNNVVTSRYASSESEEDV ORCC809_01G00050 #>   ...   ... ... #>  [96]   357 MSRGLADNWDDAEGYYCARIGE...TVNEALQHPFIVERIRTTAPN* ORCC809_01G00960 #>  [97]   164 MAMDSFRSAPRSRRRVEATSRE...SKPVKPVREPVRMVEASTGAH* ORCC809_01G00970 #>  [98]    85 MPEGTVFIGNIPYDATESSLTE...NLNAREYNGRQLRVDHAETMKG ORCC809_01G00980 #>  [99]   229 MKGGGGASGAAASANGNGAVGG...PDQRAQVEYLRQLAAQQGMVR* ORCC809_01G00990 #> [100]   103 RKAGGERWEDSSLAEWPENDFR...EMAGKFIGNRPVKLRKSAWNER ORCC809_01G01000"},{"path":"/articles/syntenet.html","id":"from-gffgtf-files-to-a-grangeslist-object","dir":"Articles","previous_headings":"Importing data to the R session","what":"From GFF/GTF files to a GRangesList object","title":"Inference and Analysis of Synteny Networks","text":"can use gff2GRangesList() read GFF/GFF3/GTF files directory GRangesList object. now GRangesList object.","code":"# Path to directory containing FASTA files gff_dir <- system.file(\"extdata\", \"annotation\", package = \"syntenet\") gff_dir #> [1] \"/__w/_temp/Library/syntenet/extdata/annotation\"  dir(gff_dir) # see the contents of the directory #> [1] \"Olucimarinus.gff3.gz\" \"OspRCC809.gff3.gz\"  # Read all FASTA files in `fasta_dir` grangeslist <- gff2GRangesList(gff_dir) grangeslist #> GRangesList object of length 2: #> $Olucimarinus #> GRanges object with 100 ranges and 7 metadata columns: #>         seqnames        ranges strand |      source     type     score #>            <Rle>     <IRanges>  <Rle> |    <factor> <factor> <numeric> #>     [1]    Chr_1      939-3671      - | rtracklayer     gene        NA #>     [2]    Chr_1     3907-6927      + | rtracklayer     gene        NA #>     [3]    Chr_1     7085-9160      + | rtracklayer     gene        NA #>     [4]    Chr_1    9830-11480      + | rtracklayer     gene        NA #>     [5]    Chr_1   11467-12599      - | rtracklayer     gene        NA #>     ...      ...           ...    ... .         ...      ...       ... #>    [96]    Chr_1 170975-172402      + | rtracklayer     gene        NA #>    [97]    Chr_1 172445-174757      - | rtracklayer     gene        NA #>    [98]    Chr_1 175358-176839      + | rtracklayer     gene        NA #>    [99]    Chr_1 176901-177692      - | rtracklayer     gene        NA #>   [100]    Chr_1 177742-179436      - | rtracklayer     gene        NA #>             phase          ID        Name     gene_id #>         <integer> <character> <character> <character> #>     [1]      <NA>  OL01G00010  OL01G00010  OL01G00010 #>     [2]      <NA>  OL01G00020  OL01G00020  OL01G00020 #>     [3]      <NA>  OL01G00030  OL01G00030  OL01G00030 #>     [4]      <NA>  OL01G00040  OL01G00040  OL01G00040 #>     [5]      <NA>  OL01G00050  OL01G00050  OL01G00050 #>     ...       ...         ...         ...         ... #>    [96]      <NA>  OL01G00960  OL01G00960  OL01G00960 #>    [97]      <NA>  OL01G00970  OL01G00970  OL01G00970 #>    [98]      <NA>  OL01G00980  OL01G00980  OL01G00980 #>    [99]      <NA>  OL01G00990  OL01G00990  OL01G00990 #>   [100]      <NA>  OL01G01000  OL01G01000  OL01G01000 #>   ------- #>   seqinfo: 2 sequences from an unspecified genome; no seqlengths #>  #> $OspRCC809 #> GRanges object with 100 ranges and 7 metadata columns: #>         seqnames        ranges strand |      source     type     score #>            <Rle>     <IRanges>  <Rle> |    <factor> <factor> <numeric> #>     [1]    chr_1      321-1142      - | rtracklayer     gene        NA #>     [2]    chr_1     1463-2089      + | rtracklayer     gene        NA #>     [3]    chr_1     2162-3370      - | rtracklayer     gene        NA #>     [4]    chr_1     3774-4424      - | rtracklayer     gene        NA #>     [5]    chr_1     4693-9924      - | rtracklayer     gene        NA #>     ...      ...           ...    ... .         ...      ...       ... #>    [96]    chr_1 165459-166529      - | rtracklayer     gene        NA #>    [97]    chr_1 166654-167213      - | rtracklayer     gene        NA #>    [98]    chr_1 167296-167550      + | rtracklayer     gene        NA #>    [99]    chr_1 167542-168228      + | rtracklayer     gene        NA #>   [100]    chr_1 168639-168947      - | rtracklayer     gene        NA #>             phase               ID             Name          gene_id #>         <integer>      <character>      <character>      <character> #>     [1]      <NA> ORCC809_01G00010 ORCC809_01G00010 ORCC809_01G00010 #>     [2]      <NA> ORCC809_01G00020 ORCC809_01G00020 ORCC809_01G00020 #>     [3]      <NA> ORCC809_01G00030 ORCC809_01G00030 ORCC809_01G00030 #>     [4]      <NA> ORCC809_01G00040 ORCC809_01G00040 ORCC809_01G00040 #>     [5]      <NA> ORCC809_01G00050 ORCC809_01G00050 ORCC809_01G00050 #>     ...       ...              ...              ...              ... #>    [96]      <NA> ORCC809_01G00960 ORCC809_01G00960 ORCC809_01G00960 #>    [97]      <NA> ORCC809_01G00970 ORCC809_01G00970 ORCC809_01G00970 #>    [98]      <NA> ORCC809_01G00980 ORCC809_01G00980 ORCC809_01G00980 #>    [99]      <NA> ORCC809_01G00990 ORCC809_01G00990 ORCC809_01G00990 #>   [100]      <NA> ORCC809_01G01000 ORCC809_01G01000 ORCC809_01G01000 #>   ------- #>   seqinfo: 2 sequences from an unspecified genome; no seqlengths"},{"path":"/articles/syntenet.html","id":"data-preprocessing","dir":"Articles","previous_headings":"","what":"Data preprocessing","title":"Inference and Analysis of Synteny Networks","text":"first part pipeline consists processing data make match standard structure. However, processing data synteny detection, must use function check_input() check data can enter pipeline. function checks input data 3 required conditions: Names seq list (.e., names(seq)) match names annotation GRangesList/CompressedGRangesList (.e., names(annotation)) species (list elements), number sequences seq greater number genes annotation. way ensure users input translated sequences multiple isoforms gene (generated alternative splicing). Ideally, number sequences seq equal number genes annotation, may always stand true non-protein-coding genes. species, sequence names (.e., names(seq[[x]]), equivalent FASTA headers) match gene names annotation. default, syntenet looks gene IDs column named “gene_id” GRanges objects (default field GFF3 files). gene IDs different column (e.g., “Name”), can specify gene_field parameter check_input() process_input(). Let’s check example data sets satisfy 3 criteria: can see, data passed checks. Now, let’s process function process_input(). function processes input sequences annotation : Remove whitespace anything sequence names (.e., names(seq[[x]]), equivalent FASTA headers), . Add unique species identifier sequence names. species identifier consists first 3-5 strings element name. instance, first element seq list named “Athaliana”, sequence identifier “Atha_” added beginning gene name (e.g., Atha_AT1G01010). sequences asterisk (*) representing stop codon, remove . Add unique species identifier () gene chromosome names element annotation GRangesList/CompressedGRangesList. Filter element annotation GRangesList/CompressedGRangesList keep seqnames, ranges, gene ID. Let’s process input data:","code":"check_input(proteomes, annotation) #> [1] TRUE pdata <- process_input(proteomes, annotation)  # Looking at the processed data pdata$seq #> $Olucimarinus #> AAStringSet object of length 1901: #>        width seq                                            names                #>    [1]   910 MTTMADERASIARVSVVKYGAI...DVQLYTYPGSTNDPNFLLKLA Olu_OL01G00010 #>    [2]   788 MGGRRCFCSRSSPVGVGAPAPA...FPPQCGADIEAGSEPPPDKCG Olu_OL01G00020 #>    [3]   617 MTRAKDAIVVDDGNDDDDDDDD...DRDASASLALALAFSSEESVV Olu_OL01G00030 #>    [4]   546 MPTKAQCWVVSYARVRDGASRS...VTGSVSARASIFGEQASFRKA Olu_OL01G00040 #>    [5]   318 MFTASHTTSKVTLRARVATQPR...LHNGMALWRETTPKDSLIPAL Olu_OL01G00050 #>    ...   ... ... #> [1897]   105 MAANDGETKLPEDGWIQPCFAC...LRAIVDQVGGEHLKGSLMPIE Olu_OL03G05910 #> [1898]    69 RMGIVKLATDGSVWVHSPIELD...AQQWKDAYPGATLYACPGLKS Olu_OL03G05920 #> [1899]   679 MDDAHDARWATTSARDGERARA...ARSVGPSASDKILEALFPVAD Olu_OL03G05930 #> [1900]   178 MRAVRERSKANLAARVKEEATR...LELERTRELFARARVRAYECI Olu_OL03G05940 #> [1901]    82 MFVREARRAIPRFIKDPPQAFH...QESGDVRSVEGEVCGAVLVDE Olu_OL03G05950 #>  #> $OspRCC809 #> AAStringSet object of length 1433: #>        width seq                                            names                #>    [1]   273 MASTTGSAARRVFVDVEKTVNG...WDVLSLGQGSLSGESSSSDEE Osp_ORCC809_01G00010 #>    [2]   174 MDQMRAANAQRSYLLFFVLFFL...SSRRLLGRLDSEHTDLHPSWR Osp_ORCC809_01G00020 #>    [3]   402 MTAPRVRASRRATATAAATVTA...ALTERDLRYMEPKATIEEWMG Osp_ORCC809_01G00030 #>    [4]   216 MTIDADGDDTLAPHAPAHGEVS...SLIRLRGVEKTPTVDPPPPPP Osp_ORCC809_01G00040 #>    [5]  1690 RIEADEKSLLVFGKESPVRTAC...SVRMGNNVVTSRYASSESEED Osp_ORCC809_01G00050 #>    ...   ... ... #> [1429]   427 MVDANATTQTFVLEAEQELRVE...GDLPSNVLLVGNLKWLGEDGK Osp_ORCC809_03G02980 #> [1430]   377 MSVPRTTLRRIPLGNARDVLVT...KETLKAIDAVHAQCRDPCIAT Osp_ORCC809_03G02990 #> [1431]  1155 MRATSAPSIVSFVARVACLFVA...ACAFGTSLASFVVERARRLEN Osp_ORCC809_03G03000 #> [1432]   540 MAITVFLTDHGRRASALTFLVV...PGFGVGAVKFMLAPEMVKSLA Osp_ORCC809_03G03010 #> [1433]   288 MSLSSLRSFSRSISSAPGGRSC...EEPEEPEPEEPEPEEPEEPEP Osp_ORCC809_03G03020 pdata$annotation #> $Olucimarinus #> GRanges object with 1903 ranges and 1 metadata column: #>           seqnames        ranges strand |           gene #>              <Rle>     <IRanges>  <Rle> |    <character> #>      [1] Olu_Chr_1      939-3671      - | Olu_OL01G00010 #>      [2] Olu_Chr_1     3907-6927      + | Olu_OL01G00020 #>      [3] Olu_Chr_1     7085-9160      + | Olu_OL01G00030 #>      [4] Olu_Chr_1    9830-11480      + | Olu_OL01G00040 #>      [5] Olu_Chr_1   11467-12599      - | Olu_OL01G00050 #>      ...       ...           ...    ... .            ... #>   [1899] Olu_Chr_3 977435-977752      - | Olu_OL03G05910 #>   [1900] Olu_Chr_3 978702-978911      - | Olu_OL03G05920 #>   [1901] Olu_Chr_3 979281-981320      - | Olu_OL03G05930 #>   [1902] Olu_Chr_3 981778-982314      + | Olu_OL03G05940 #>   [1903] Olu_Chr_3 982498-982746      + | Olu_OL03G05950 #>   ------- #>   seqinfo: 3 sequences from an unspecified genome; no seqlengths #>  #> $OspRCC809 #> GRanges object with 1433 ranges and 1 metadata column: #>           seqnames        ranges strand |                 gene #>              <Rle>     <IRanges>  <Rle> |          <character> #>      [1] Osp_chr_1      321-1142      - | Osp_ORCC809_01G00010 #>      [2] Osp_chr_1     1463-2089      + | Osp_ORCC809_01G00020 #>      [3] Osp_chr_1     2162-3370      - | Osp_ORCC809_01G00030 #>      [4] Osp_chr_1     3774-4424      - | Osp_ORCC809_01G00040 #>      [5] Osp_chr_1     4693-9924      - | Osp_ORCC809_01G00050 #>      ...       ...           ...    ... .                  ... #>   [1429] Osp_chr_3 504915-506198      - | Osp_ORCC809_03G02980 #>   [1430] Osp_chr_3 506377-507510      + | Osp_ORCC809_03G02990 #>   [1431] Osp_chr_3 507856-511323      + | Osp_ORCC809_03G03000 #>   [1432] Osp_chr_3 511533-513155      - | Osp_ORCC809_03G03010 #>   [1433] Osp_chr_3 513841-514707      + | Osp_ORCC809_03G03020 #>   ------- #>   seqinfo: 3 sequences from an unspecified genome; no seqlengths"},{"path":"/articles/syntenet.html","id":"synteny-network-inference","dir":"Articles","previous_headings":"","what":"Synteny network inference","title":"Inference and Analysis of Synteny Networks","text":"Now processed data, can infer synteny network. detect synteny, need tabular output BLASTp (Altschul et al. 1997) similar programs. get , can use functions run_diamond(), run_last(), runs DIAMOND (Buchfink, Reuter, Drost 2021) last (Kiełbasa et al. 2011) R session automatically parses output list data frames 1. Let’s demonstrate run_diamond() works. Needless say, need DIAMOND installed machine PATH run function. check DIAMOND installed, use function diamond_is_installed() 2. output run_diamond() list data frames containing tabular output -vs-DIAMOND searches. Let’s take look . Now, can use list DIAMOND data frames detect synteny. , reimplemented popular MCScanX algorithm (Y. Wang et al. 2012), originally written C++, using Rcpp (Eddelbuettel François 2011) framework R C++ integration. means syntenet comes native version MCScanX algorithm, can run MCScanX R without install . Amazing, huh? detect synteny infer synteny network, use function infer_syntenet(). output network represented -called edge list (.e., 2-column data frame node 1 node 2 columns 1 2, respectively). synteny network, row edge list represents anchor pair. edge list , example, genes Olu_OL01G00070 Osp_ORCC809_01G06520 anchor pair (.e., duplicates derived large-scale duplication event). Note gene IDs preceded IDs created process_input(). hood, process_input() uses function create_species_id_table() create unique IDs names seq annotation lists. obtain data frame IDs corresponding species, can use following code:","code":"data(blast_list) if(diamond_is_installed()) {     blast_list <- run_diamond(seq = pdata$seq) } # List names names(blast_list) #> [1] \"Olucimarinus_Olucimarinus\" \"Olucimarinus_OspRCC809\"    #> [3] \"OspRCC809_Olucimarinus\"    \"OspRCC809_OspRCC809\"  # Inspect first data frame head(blast_list$Olucimarinus_Olucimarinus) #>            query             db perc_identity length mismatches gap_open qstart #> 1 Olu_OL01G00010 Olu_OL01G00010         100.0    910          0        0      1 #> 2 Olu_OL01G00010 Olu_OL01G00020          30.0    494        310       10    427 #> 3 Olu_OL01G00020 Olu_OL01G00020         100.0    788          0        0      1 #> 4 Olu_OL01G00020 Olu_OL01G00010          28.7    614        370       17    155 #> 5 Olu_OL01G00030 Olu_OL01G00030         100.0    617          0        0      1 #> 6 Olu_OL01G00040 Olu_OL01G00040         100.0    546          0        0      1 #>   qend tstart tend   evalue bitscore #> 1  910      1  910 0.00e+00     1623 #> 2  894    270  753 1.67e-54      199 #> 3  788      1  788 0.00e+00     1363 #> 4  753    334  894 3.98e-56      204 #> 5  617      1  617 0.00e+00     1046 #> 6  546      1  546 0.00e+00     1035 # Infer synteny network net <- infer_syntenet(blast_list, pdata$annotation)  # Look at the output head(net) #>          Anchor1              Anchor2 #> 1 Olu_OL01G00070 Osp_ORCC809_01G06520 #> 2 Olu_OL01G00100 Osp_ORCC809_01G06480 #> 3 Olu_OL01G00130 Osp_ORCC809_01G06440 #> 4 Olu_OL01G00150 Osp_ORCC809_01G06420 #> 5 Olu_OL01G00160 Osp_ORCC809_01G06410 #> 6 Olu_OL01G00170 Osp_ORCC809_01G06400 # Get a 2-column data frame of species IDs and names id_table <- create_species_id_table(names(proteomes))  id_table #>   species_id species_name #> 1        Olu Olucimarinus #> 2        Osp    OspRCC809"},{"path":"/articles/syntenet.html","id":"phylogenomic-profiling","dir":"Articles","previous_headings":"","what":"Phylogenomic profiling","title":"Inference and Analysis of Synteny Networks","text":"inferring synteny network, first thing want cluster network identify phylogenetic groups contained cluster. call phylogenomic profiling. way, can identify clade-specific clusters, highly conserved clusters, instance. , use example network BUSCO genes 25 eudicot species, obtained Zhao Schranz (2019). obtain phylogenomic profiles, first need cluster network. can done cluster_network(). 3 Now gene assigned cluster, can identify phylogenomic profiles cluster. function returns matrix phylogenomic profiles, clusters rows species columns. plot worth thousand words (numbers), can use function plot_profiles() visualize phylogenomic profiles heatmap species rows synteny network clusters columns. heatmap generated function highly customizable users. important remarks : can add legend species metadata (e.g., taxonomic information) passing 2-column data frame parameter species_annotation. Columns (network clusters) grouped Ward’s clustering matrix distances. method compute distance matrix can defined users parameters dist_function dist_params. default, uses function stats::dist() parameter method = \"euclidean\". Likewise, function cluster distance matrix additional parameters can specified clust_function clust_params. default, uses stats::hclust parameter method = \"ward.D\". order species displayed can defined users parameter cluster_species. strongly recommend passing vector species order matches species tree, patterns can explored phylogenetic context. Importantly, character vector named, vector names used species names plot. nice way replace species abbreviations full names. , briefly demonstrate play parameters just mentioned 3 remarks , : Create vector order want species displayed, longer species names vector names. Create metadata data frame containing family species. Use function dsvdis() labdsv package calculate Ruzicka distances clustering columns.  heatmap nice way observe patterns. instance, can see Rosaceae-specific clusters, Fabaceae-specific clusters, highly conserved ones well. want explore details group-specific clusters, can use function find_GS_clusters(). , need input profiles matrix data frame species annotation (.e., species groups). can see, 394 family-specific clusters network. Let’s plot heatmap group-specific clusters .  Pretty cool, huh? can also visualize clusters network plot function plot_network(). example, let’s visualize group-specific clusters.","code":"# Load example data and take a look at it data(network) head(network) #>       node1           node2 #> 1 cca_23646  Lang_109327134 #> 2 cca_23646  Lang_109328075 #> 3 cca_23646   Mnot_21394516 #> 4 cca_23646  Zjuj_107413994 #> 5 cca_23646 adu_Aradu.8SN53 #> 6 cca_23646     car_14082.1  # Cluster network clusters <- cluster_network(network) head(clusters) #>        Gene Cluster #> 1 cca_23646       1 #> 2 cca_23668       2 #> 3 cca_32926       3 #> 4 cca_26186       4 #> 5 cca_24381       5 #> 6 cca_24396       6 # Phylogenomic profiling profiles <- phylogenomic_profile(clusters)  # Exploring the output head(profiles) #>     #>     adu car cca fve gma hlu jcu Lang lja lus mdo mes Mnot mtr pbr pmu ppe ptr #>   1   1   1   1   1   2   0   0    2   1   2   2   1    1   1   3   1   1   1 #>   2   1   1   1   1   1   0   0    1   0   1   1   1    1   1   1   1   1   1 #>   3   0   1   1   1   1   0   0    1   1   2   1   1    1   1   1   1   1   1 #>   4   0   1   1   1   2   0   1    2   1   2   0   2    1   1   1   1   1   0 #>   5   1   1   1   1   2   0   1    0   0   0   1   1    1   1   1   1   1   1 #>   6   2   1   2   1   3   0   1    2   0   2   2   1    1   2   2   1   1   2 #>     #>     pvu rco roc tpr van vra Zjuj #>   1   1   1   1   1   1   1    1 #>   2   1   0   0   1   1   1    1 #>   3   1   1   1   1   0   0    1 #>   4   1   1   0   1   1   0    1 #>   5   1   1   1   1   1   2    1 #>   6   1   1   1   1   0   1    1 # 1) Create a named vector of custom species order to plot species_order <- setNames(     # vector elements     c(         \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",         \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",         \"Mnot\", \"Zjuj\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\"     ),     # vector names     c(         \"V. radiata\", \"V. angularis\", \"P. vulgaris\", \"G. max\", \"C. cajan\",         \"T. pratense\", \"M. truncatula\", \"A. duranensis\", \"L. japonicus\",         \"L. angustifolius\", \"C. arietinum\", \"P. mume\", \"P. persica\",         \"P. bretschneideri\", \"M. domestica\", \"R. occidentalis\",          \"F. vesca\", \"M. notabilis\", \"Z. jujuba\",         \"J. curcas\", \"M. esculenta\", \"R. communis\",          \"L. usitatissimum\", \"P. trichocarpa\"     ) ) species_order #>        V. radiata      V. angularis       P. vulgaris            G. max  #>             \"vra\"             \"van\"             \"pvu\"             \"gma\"  #>          C. cajan       T. pratense     M. truncatula     A. duranensis  #>             \"cca\"             \"tpr\"             \"mtr\"             \"adu\"  #>      L. japonicus  L. angustifolius      C. arietinum           P. mume  #>             \"lja\"            \"Lang\"             \"car\"             \"pmu\"  #>        P. persica P. bretschneideri      M. domestica   R. occidentalis  #>             \"ppe\"             \"pbr\"             \"mdo\"             \"roc\"  #>          F. vesca      M. notabilis         Z. jujuba         J. curcas  #>             \"fve\"            \"Mnot\"            \"Zjuj\"             \"jcu\"  #>      M. esculenta       R. communis  L. usitatissimum    P. trichocarpa  #>             \"mes\"             \"rco\"             \"lus\"             \"ptr\"  # 2) Create a metadata data frame containing the family of each species species_annotation <- data.frame(     Species = species_order,     Family = c(         rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),         \"Moraceae\", \"Ramnaceae\", rep(\"Euphorbiaceae\", 3),          \"Linaceae\", \"Salicaceae\"     ) ) head(species_annotation) #>              Species   Family #> V. radiata       vra Fabaceae #> V. angularis     van Fabaceae #> P. vulgaris      pvu Fabaceae #> G. max           gma Fabaceae #> C. cajan         cca Fabaceae #> T. pratense      tpr Fabaceae   # 3) Plot phylogenomic profiles, but using Ruzicka distances plot_profiles(     profiles,      species_annotation,      cluster_species = species_order,      dist_function = labdsv::dsvdis,     dist_params = list(index = \"ruzicka\") ) # Find group-specific clusters gs_clusters <- find_GS_clusters(profiles, species_annotation) #> Could not find annotation for species:  #> hlu  head(gs_clusters) #>        Group Percentage Cluster #> 2   Fabaceae      90.91    1156 #> 21  Fabaceae      81.82    1170 #> 5  Ramnaceae     100.00    1279 #> 22  Fabaceae      90.91    1305 #> 23  Fabaceae      81.82    1309 #> 24  Fabaceae      90.91    1310  # How many family-specific clusters are there? nrow(gs_clusters) #> [1] 394 # Filter profiles matrix to only include group-specific clusters idx <- rownames(profiles) %in% gs_clusters$Cluster p_gs <- profiles[idx, ]  # Plot heatmap plot_profiles(     p_gs, species_annotation,      cluster_species = species_order,      cluster_columns = TRUE ) # 1) Visualize a network of first 5 GS-clusters id <- gs_clusters$Cluster[1:5] plot_network(network, clusters, cluster_id = id) # 2) Coloring nodes by family genes <- unique(c(network$node1, network$node2)) gene_df <- data.frame(     Gene = genes,     Species = unlist(lapply(strsplit(genes, \"_\"), head, 1)) ) gene_df <- merge(gene_df, species_annotation)[, c(\"Gene\", \"Family\")] head(gene_df) #>              Gene   Family #> 1 adu_Aradu.3W61T Fabaceae #> 2 adu_Aradu.FQ8CE Fabaceae #> 3 adu_Aradu.0W76I Fabaceae #> 4 adu_Aradu.M4JP1 Fabaceae #> 5 adu_Aradu.B26Z6 Fabaceae #> 6 adu_Aradu.PLM7U Fabaceae  plot_network(network, clusters, cluster_id = id, color_by = gene_df) # 3) Interactive visualization (zoom out and in to explore it) plot_network(     network, clusters, cluster_id = id,      interactive = TRUE, dim_interactive = c(500, 300) )"},{"path":"/articles/syntenet.html","id":"microsynteny-based-phylogeny-reconstruction","dir":"Articles","previous_headings":"","what":"Microsynteny-based phylogeny reconstruction","title":"Inference and Analysis of Synteny Networks","text":"Finally, can use information presence/absence clusters species reconstruct microsynteny-based phylogeny. , first need binarize profiles matrix (0s 1s representing absence presence, respectively) transpose . can done binarize_and_tranpose(). Now, can use transposed binary matrix input IQ-TREE (Minh et al. 2020) infer phylogeny. , can use function infer_microsynteny_phylogeny(), allows run IQ-TREE R session 4. need IQ-TREE installed machine PATH run function. can check IQ-TREE installed iqtree_is_installed(). sake demonstration, infer phylogeny infer_microsynteny_phylogeny() using profiles BUSCO genes six legume species . also remove non-variable sites (.e., clusters present species absent species). However, ’re using filtered data set speed issues. real-life applications, best thing include phylogenomic profiles genes (BUSCO genes). output infer_microsynteny_phylogeny() character vector paths output files IQ-TREE. Usually, interested file ending .treefile. species tree Newick format, can visualized favorite tree viewer. strongly recommend using read.tree() function Bioconductor package treeio (L.-G. Wang et al. 2020) read tree, visualizing ggtree Bioc package (Yu et al. 2017). example, let’s visualize microsynteny-based phylogeny 123 angiosperm species, whose phylogenomic profiles obtained Zhao et al. (2021).","code":"bt_mat <- binarize_and_transpose(profiles)  # Looking at the first 5 rows and 5 columns of the matrix bt_mat[1:5, 1:5] #>       #>       1 2 3 4 5 #>   adu 1 1 0 0 1 #>   car 1 1 1 1 1 #>   cca 1 1 1 1 1 #>   fve 1 1 1 1 1 #>   gma 1 1 1 1 1 # Leave only 6 legume species and P. mume as an outgroup for testing purposes included <- c(\"gma\", \"pvu\", \"vra\", \"van\", \"cca\", \"pmu\") bt_mat <- bt_mat[rownames(bt_mat) %in% included, ]  # Remove non-variable sites bt_mat <- bt_mat[, colSums(bt_mat) != length(included)]  if(iqtree_is_installed()) {     phylo <- infer_microsynteny_phylogeny(bt_mat, outgroup = \"pmu\",                                            threads = 1) } data(angiosperm_phylogeny)  # Plotting the tree library(ggtree) ggtree(angiosperm_phylogeny) +     geom_tiplab(size = 3) +     xlim(0, 0.3)"},{"path":"/articles/syntenet.html","id":"syntenet-as-a-synteny-detection-tool","dir":"Articles","previous_headings":"","what":"syntenet as a synteny detection tool","title":"Inference and Analysis of Synteny Networks","text":"cases, users want infer synteny network, want identify syntenic regions within single genome two genomes. can accomplished functions intraspecies_synteny() interspecies_synteny(). fact, functions used hood infer_syntenet() infer network. detect synteny, need: list DIAMOND/BLAST data frames returned run_diamond(). intraspecies_synteny(), intraspecies comparisons must included; interspecies_synteny(), interspecies comparisons must included. GRangesList object containing processed annotation species interest, returned process_input(). output intraspecies_synteny() interspecies_synteny() path .collinearity files generated MCScanX (Y. Wang et al. 2012), can read parsed parse_collinearity() function. demonstrate usage intraspecies_synteny(), let’s identify syntenic regions genome Saccharomyces cerevisiae. processed annotation DIAMOND output stored example data sets scerevisiae_annot scerevisiae_diamond. demonstrate usage interspecies_synteny(), let’s detect syntenic regions genomes Ostreococcus lucimarinus Ostreococcus sp RCC809. genomes, already processed annotation DIAMOND list objects pdata blast_list, obtained previous sections vignette. Note parse_collinearity() returns data frame anchor pairs default, can also obtain synteny block information, combination changing argument parameter (check man page ?parse_collinearity details):","code":"# Load data data(scerevisiae_annot) data(scerevisiae_diamond)  # Take a look at the data head(scerevisiae_annot)  #> $Scerevisiae #> GRanges object with 6600 ranges and 1 metadata column: #>          seqnames        ranges strand |          gene #>             <Rle>     <IRanges>  <Rle> |   <character> #>      [1]    Sce_I       335-649      * |   Sce_YAL069W #>      [2]    Sce_I       538-792      * | Sce_YAL068W-A #>      [3]    Sce_I     1807-2169      * |   Sce_YAL068C #>      [4]    Sce_I     2480-2707      * | Sce_YAL067W-A #>      [5]    Sce_I     7235-9016      * |   Sce_YAL067C #>      ...      ...           ...    ... .           ... #>   [6596]  Sce_XVI 939922-941136      * |   Sce_YPR201W #>   [6597]  Sce_XVI 943032-943896      * |   Sce_YPR202W #>   [6598]  Sce_XVI 943880-944188      * |   Sce_YPR203W #>   [6599]  Sce_XVI 944603-947701      * |   Sce_YPR204W #>   [6600]  Sce_XVI 946856-947338      * | Sce_YPR204C-A #>   ------- #>   seqinfo: 17 sequences from an unspecified genome; no seqlengths  names(scerevisiae_diamond) #> [1] \"Scerevisiae_Scerevisiae\" head(scerevisiae_diamond$Scerevisiae_Scerevisiae) #>         query          db perc_identity length mismatches gap_open qstart qend #> 1 Sce_YLR106C Sce_YLR106C         100.0   4910          0        0      1 4910 #> 2 Sce_YKR054C Sce_YKR054C         100.0   4092          0        0      1 4092 #> 3 Sce_YHR099W Sce_YHR099W         100.0   3744          0        0      1 3744 #> 4 Sce_YDR457W Sce_YDR457W         100.0   3268          0        0      1 3268 #> 5 Sce_YDR457W Sce_YER125W          44.1    354        195        3   2913 3266 #> 6 Sce_YDR457W Sce_YJR036C          30.7    378        228       12   2913 3266 #>   tstart tend   evalue bitscore #> 1      1 4910 0.00e+00     9095 #> 2      1 4092 0.00e+00     7940 #> 3      1 3744 0.00e+00     7334 #> 4      1 3268 0.00e+00     6170 #> 5    457  807 2.18e-91      315 #> 6    523  890 7.99e-44      172  # Detect intragenome synteny intra_syn <- intraspecies_synteny(     scerevisiae_diamond, scerevisiae_annot )  intra_syn # see where the .collinearity file is #> [1] \"/tmp/RtmpePn1rf/intra/Scerevisiae.collinearity\"  # Read .collinearity file scerevisiae_syn <- parse_collinearity(intra_syn) head(scerevisiae_syn) #>       Anchor1       Anchor2 #> 1 Sce_YAR050W   Sce_YHR211W #> 2 Sce_YAR060C   Sce_YHR212C #> 3 Sce_YAR064W Sce_YHR213W-B #> 4 Sce_YAR066W   Sce_YHR214W #> 5 Sce_YAR068W Sce_YHR214W-A #> 6 Sce_YAR069C Sce_YHR214C-D # Keep only interspecies DIAMOND comparisons names(blast_list) #> [1] \"Olucimarinus_Olucimarinus\" \"Olucimarinus_OspRCC809\"    #> [3] \"OspRCC809_Olucimarinus\"    \"OspRCC809_OspRCC809\" diamond_inter <- blast_list[c(2, 3)]  # Double-check if we have processed annotation for these 2 species names(pdata$annotation) #> [1] \"Olucimarinus\" \"OspRCC809\"  # Detect interspecies synteny intersyn <- interspecies_synteny(diamond_inter, pdata$annotation)  intersyn # see where the .collinearity file is #> [1] \"/tmp/RtmpePn1rf/inter/Olucimarinus_OspRCC809.collinearity\"  # Read .collinearity file ostreoccocus_syn <- parse_collinearity(intersyn) head(ostreoccocus_syn) #>          Anchor1              Anchor2 #> 1 Olu_OL01G00070 Osp_ORCC809_01G06520 #> 2 Olu_OL01G00100 Osp_ORCC809_01G06480 #> 3 Olu_OL01G00130 Osp_ORCC809_01G06440 #> 4 Olu_OL01G00150 Osp_ORCC809_01G06420 #> 5 Olu_OL01G00160 Osp_ORCC809_01G06410 #> 6 Olu_OL01G00170 Osp_ORCC809_01G06400 # 1) Get anchors with `parse_collinearity()` anchors <- parse_collinearity(intra_syn) head(anchors) #>       Anchor1       Anchor2 #> 1 Sce_YAR050W   Sce_YHR211W #> 2 Sce_YAR060C   Sce_YHR212C #> 3 Sce_YAR064W Sce_YHR213W-B #> 4 Sce_YAR066W   Sce_YHR214W #> 5 Sce_YAR068W Sce_YHR214W-A #> 6 Sce_YAR069C Sce_YHR214C-D  # 2) Get synteny block with `parse_collinearity()` blocks <- parse_collinearity(intra_syn, as = \"blocks\") head(blocks) #>   Block Block_score            Chr Orientation #> 1     0         446 Sce_I&Sce_VIII        plus #> 2     1         528   Sce_I&Sce_XV       minus #> 3     2         572  Sce_II&Sce_IV        plus #> 4     3         643   Sce_II&Sce_V       minus #> 5     4         446 Sce_II&Sce_XVI        plus #> 6     5         422 Sce_III&Sce_IV       minus  # 3) Get synteny blocks and anchor pairs in a single data frame all <- parse_collinearity(intra_syn, as = \"all\") head(all) #>   Block Block_score            Chr Orientation     Anchor1       Anchor2 #> 1     0         446 Sce_I&Sce_VIII        plus Sce_YAR050W   Sce_YHR211W #> 2     0         446 Sce_I&Sce_VIII        plus Sce_YAR060C   Sce_YHR212C #> 3     0         446 Sce_I&Sce_VIII        plus Sce_YAR064W Sce_YHR213W-B #> 4     0         446 Sce_I&Sce_VIII        plus Sce_YAR066W   Sce_YHR214W #> 5     0         446 Sce_I&Sce_VIII        plus Sce_YAR068W Sce_YHR214W-A #> 6     0         446 Sce_I&Sce_VIII        plus Sce_YAR069C Sce_YHR214C-D"},{"path":[]},{"path":"/articles/syntenet.html","id":"how-do-i-execute-an-external-dependency-that-is-not-in-my-path","dir":"Articles","previous_headings":"FAQ","what":"How do I execute an external dependency that is not in my PATH?","title":"Inference and Analysis of Synteny Networks","text":"DIAMOND /IQ-TREE installed, directory PATH, can add given directory PATH function Sys.setenv(). example, suppose DIAMOND binary /home/username/bioinfo_tools. add directory PATH, run: Note R PATH system’s PATH. Thus, even add directory /home/username/bioinfo_tools system’s path (e.g., editing ~/.bashrc file Linux), still need update R PATH.","code":"# Add example directory /home/username/bioinfo_tools to PATH Sys.setenv(     PATH = paste(         Sys.getenv(\"PATH\"), \"/home/username/bioinfo_tools\", sep = \":\"     ) )"},{"path":"/articles/syntenet.html","id":"can-i-run-the-diamond-searches-on-the-command-line-and-import-the-results","dir":"Articles","previous_headings":"FAQ","what":"Can I run the DIAMOND searches on the command line and import the results?","title":"Inference and Analysis of Synteny Networks","text":"Yes. case quite common users large amount data want execute DIAMOND similarity search program HPC cluster (submitting job qsub execute Bash script). , follow 3 steps : Export processed sequences (returned process_input()) function export_sequences(). function write sequences FASTA files directory specified outdir parameter. Navigate (.e., cd) directory specified outdir, FASTA files , execute -vs-similarity searches. output files must named “[species]_[species].tsv”, [species] indicates basename FASTA files (e.g., “speciesA” FASTA file named speciesA.fasta). DIAMOND, can use following code (adaptations, prefer): Read output similarity searches list data frames read_diamond() function. input, read_diamond() takes path directory containing DIAMOND/BLAST output files.","code":"#!/bin/bash  # Create output directories `dbs` and `results` mkdir -p dbs mkdir -p results  # 1. Make dbs for each species for seqfile in *.fasta do     dbfile=\"dbs/$(basename \"$seqfile\" .fasta)\"     diamond makedb --in \"$seqfile\" -d \"$dbfile\" --quiet done  # 2. Perform all-vs-all pairwise similarity searches species=( $(basename -s .fasta *.fasta) ) for (( i=0; i<${#species[@]}; i++ )) do     query=\"${species[$i]}.fasta\"     for (( j=0; j<${#species[@]}; j++ ))     do         db=\"dbs/${species[$j]}\"         outfile=\"results/${species[$i]}_${species[$j]}.tsv\"         diamond blastp -q \"$query\" -d \"$db\" -o \"$outfile\" \\           --max-hsps 1 -k 5 --quiet      done done"},{"path":"/articles/syntenet.html","id":"my-sequence-names-do-not-match-gene-ids-in-the-annotation--what-should-i-do","dir":"Articles","previous_headings":"FAQ","what":"My sequence names do not match gene IDs in the annotation. What should I do?","title":"Inference and Analysis of Synteny Networks","text":"names sequences (equivalent FASTA headers) match gene IDs GRanges objects, syntenet throws following error: Sequence names ‘seq’ match gene names ‘annotation’. () cases, error happens users protein IDs sequence names, syntenet looks gene IDs (.e., using rows GRanges objects column type “gene”). case, instance, data obtained NCBI’s RefSeq database. solve issue, need replace protein/transcript IDs gene IDs sequence names, can done function collapse_protein_ids(). demonstrate works, let’s explore example data set containing protein sequences gene annotation obtained RefSeq. data contains information subset 16 genes fish species Alosa alosa, stored extdata/RefSeq_parsing_example directory package. first problem can observe sequence names additional text describing sequences (e.g., “GSK3-beta…”), must IDs. solve issue, can remove whitespace everything comes . Great, removed unnecessary text! However, still problem: sequence names start XP_….. look closer first row annot$Aalosa (contains ranges genes), notice none columns contain XP_… IDs. RefSeq uses IDs CDS, genes. Let’s check can indeed find XP_… IDs rows “CDS” type column. XP_… IDs can found Name column. Note also gene IDs, need syntenet, gene column. collapse protein IDs gene IDs collapse_protein_ids(), need create list 2-column data frames containing correspondence protein IDs gene IDs species. example, can extracting columns Name gene rows represent CDS ranges. Finally, can pass list sequences list ID correspondences collapse_protein_ids(), return list AAStringSet objects gene IDs sequence names. can see, protein IDs replaced gene IDs. multiple proteins gene (.e., different isoforms), function keeps longest sequence (also known protein products primary transcript). way, number sequences never greater number genes, syntenet expects.","code":"# Path to directory containing data data_dir <- system.file(     \"extdata\", \"RefSeq_parsing_example\", package = \"syntenet\" ) dir(data_dir) #> [1] \"Aalosa.fa.gz\"   \"Aalosa.gff3.gz\"  # Reading the files to a format that syntenet understands seqs <- fasta2AAStringSetlist(data_dir) annot <- gff2GRangesList(data_dir)  # Taking a look at the data seqs #> $Aalosa #> AAStringSet object of length 21: #>      width seq                                              names                #>  [1]   189 MTLKMAATMARCFPALVRPLSTR...KRRNWYLNDPYLKYQDRVNPRW XP_048084156.1 39... #>  [2]   348 MNEVNRTRLDTDGVRDISSPRRR...HVPYGIAQKVTHKPSISNTAAK XP_048095207.1 cy... #>  [3]   177 MPQDLPPAAAVPQGSMPPGKMPH...PALRRRARLRRLVTPEPLYAGW XP_048096060.1 un... #>  [4]   176 MPQDLPPAAAVPQGSMPPGKMPH...KERPAGRFYGLPCDAEPVYAGW XP_048096122.1 un... #>  [5]   137 MITKAMEVDYKLEDPKAPLEESS...GYRDAFGNELLRRLERLQQNAQ XP_048099323.1 GS... #>  ...   ... ... #> [17]   224 MGLFGKTSEKPPKDLINEWSLKI...EEEEEEEEDIEEMQTRLAALRS XP_048116262.1 ch... #> [18]   176 MSLVRGIMLSATRSKAWSVGRAS...QVLKNPQADHGCSCGSSFSVKL XP_048117248.1 ir... #> [19]   149 MAIREVCVLLLPLLALAYAEHVK...WELRDDNNKDLFCIKFPVQIVS XP_048117257.1 NP... #> [20]   149 MAIREVCVLLLPLLALAYAEHVK...WELRDDNNKDLFCIKFPVQIVS XP_048117266.1 NP... #> [21]   886 MSTSIGDKIEDFKVLTLLGKGSF...VKEKLQCLSSILGLLAGPAARR XP_048120688.1 LO... head(names(seqs$Aalosa)) #> [1] \"XP_048084156.1 39S ribosomal protein L35, mitochondrial [Alosa alosa]\"          #> [2] \"XP_048095207.1 cytosolic 5'-nucleotidase 1A [Alosa alosa]\"                      #> [3] \"XP_048096060.1 uncharacterized protein si:dkey-21a6.5 isoform X1 [Alosa alosa]\" #> [4] \"XP_048096122.1 uncharacterized protein si:dkey-21a6.5 isoform X2 [Alosa alosa]\" #> [5] \"XP_048099323.1 GSK3-beta interaction protein isoform X1 [Alosa alosa]\"          #> [6] \"XP_048099396.1 GSK3-beta interaction protein isoform X2 [Alosa alosa]\"  annot #> GRangesList object of length 1: #> $Aalosa #> GRanges object with 226 ranges and 19 metadata columns: #>            seqnames        ranges strand |   source     type     score #>               <Rle>     <IRanges>  <Rle> | <factor> <factor> <numeric> #>     [1] NC_063189.1    9524-52877      - |   Gnomon     gene        NA #>     [2] NC_063189.1   52525-52682      - |   Gnomon     CDS         NA #>     [3] NC_063189.1   50374-50600      - |   Gnomon     CDS         NA #>     [4] NC_063189.1   38459-38639      - |   Gnomon     CDS         NA #>     [5] NC_063189.1   31087-31235      - |   Gnomon     CDS         NA #>     ...         ...           ...    ... .      ...      ...       ... #>   [222] NC_063189.1 788729-789007      - |   Gnomon      CDS        NA #>   [223] NC_063189.1 779818-779990      - |   Gnomon      CDS        NA #>   [224] NC_063189.1 778802-778982      - |   Gnomon      CDS        NA #>   [225] NC_063189.1 777663-778010      - |   Gnomon      CDS        NA #>   [226] NC_063189.1 777553-777626      - |   Gnomon      CDS        NA #>             phase                 ID                                  Dbxref #>         <integer>        <character>                         <CharacterList> #>     [1]      <NA>       gene-noxred1                        GeneID:125303464 #>     [2]         0 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     [3]         1 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     [4]         2 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     [5]         1 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     ...       ...                ...                                     ... #>   [222]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [223]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [224]         0 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [225]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [226]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>                   Name       gbkey         gene   gene_biotype     partial #>            <character> <character>  <character>    <character> <character> #>     [1]        noxred1        Gene      noxred1 protein_coding        true #>     [2] XP_048113188.1         CDS      noxred1           <NA>        true #>     [3] XP_048113188.1         CDS      noxred1           <NA>        true #>     [4] XP_048113188.1         CDS      noxred1           <NA>        true #>     [5] XP_048113188.1         CDS      noxred1           <NA>        true #>     ...            ...         ...          ...            ...         ... #>   [222] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [223] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [224] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [225] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [226] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>             start_range             Parent                   Note #>         <CharacterList>    <CharacterList>        <CharacterList> #>     [1]          .,9524                                           #>     [2]                 rna-XM_048257231.1 The sequence of the .. #>     [3]                 rna-XM_048257231.1 The sequence of the .. #>     [4]                 rna-XM_048257231.1 The sequence of the .. #>     [5]                 rna-XM_048257231.1 The sequence of the .. #>     ...             ...                ...                    ... #>   [222]                 rna-XM_048249546.1                        #>   [223]                 rna-XM_048249546.1                        #>   [224]                 rna-XM_048249546.1                        #>   [225]                 rna-XM_048249546.1                        #>   [226]                 rna-XM_048249546.1                        #>                      exception              inference                product #>                    <character>            <character>            <character> #>     [1]                   <NA>                   <NA>                   <NA> #>     [2] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     [3] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     [4] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     [5] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     ...                    ...                    ...                    ... #>   [222]                   <NA>                   <NA> fibroblast growth fa.. #>   [223]                   <NA>                   <NA> fibroblast growth fa.. #>   [224]                   <NA>                   <NA> fibroblast growth fa.. #>   [225]                   <NA>                   <NA> fibroblast growth fa.. #>   [226]                   <NA>                   <NA> fibroblast growth fa.. #>             protein_id transl_except #>            <character>   <character> #>     [1]           <NA>          <NA> #>     [2] XP_048113188.1          <NA> #>     [3] XP_048113188.1          <NA> #>     [4] XP_048113188.1          <NA> #>     [5] XP_048113188.1          <NA> #>     ...            ...           ... #>   [222] XP_048105503.1          <NA> #>   [223] XP_048105503.1          <NA> #>   [224] XP_048105503.1          <NA> #>   [225] XP_048105503.1          <NA> #>   [226] XP_048105503.1          <NA> #>   ------- #>   seqinfo: 1 sequence from an unspecified genome; no seqlengths # Remove whitespace and everything after it names(seqs$Aalosa) <- gsub(\" .*\", \"\", names(seqs$Aalosa))  # Taking a look at the new names head(names(seqs$Aalosa)) #> [1] \"XP_048084156.1\" \"XP_048095207.1\" \"XP_048096060.1\" \"XP_048096122.1\" #> [5] \"XP_048099323.1\" \"XP_048099396.1\" # Show only rows for which `type` is \"CDS\" head(annot$Aalosa[annot$Aalosa$type == \"CDS\"]) #> GRanges object with 6 ranges and 19 metadata columns: #>          seqnames        ranges strand |   source     type     score     phase #>             <Rle>     <IRanges>  <Rle> | <factor> <factor> <numeric> <integer> #>   [1] NC_063189.1   52525-52682      - |   Gnomon      CDS        NA         0 #>   [2] NC_063189.1   50374-50600      - |   Gnomon      CDS        NA         1 #>   [3] NC_063189.1   38459-38639      - |   Gnomon      CDS        NA         2 #>   [4] NC_063189.1   31087-31235      - |   Gnomon      CDS        NA         1 #>   [5] NC_063189.1     9524-9713      - |   Gnomon      CDS        NA         2 #>   [6] NC_063189.1 229429-229590      - |   Gnomon      CDS        NA         0 #>                       ID                                  Dbxref           Name #>              <character>                         <CharacterList>    <character> #>   [1] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [2] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [3] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [4] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [5] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [6] cds-XP_048105299.1 GeneID:125298558,Genbank:XP_048105299.1 XP_048105299.1 #>             gbkey        gene gene_biotype     partial     start_range #>       <character> <character>  <character> <character> <CharacterList> #>   [1]         CDS     noxred1         <NA>        true                 #>   [2]         CDS     noxred1         <NA>        true                 #>   [3]         CDS     noxred1         <NA>        true                 #>   [4]         CDS     noxred1         <NA>        true                 #>   [5]         CDS     noxred1         <NA>        true          .,9524 #>   [6]         CDS       atg2b         <NA>        <NA>                 #>                   Parent                   Note              exception #>          <CharacterList>        <CharacterList>            <character> #>   [1] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [2] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [3] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [4] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [5] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [6] rna-XM_048249342.1 The sequence of the .. unclassified transla.. #>                    inference                product     protein_id #>                  <character>            <character>    <character> #>   [1] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [2] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [3] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [4] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [5] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [6]                   <NA> LOW QUALITY PROTEIN:.. XP_048105299.1 #>       transl_except #>         <character> #>   [1]          <NA> #>   [2]          <NA> #>   [3]          <NA> #>   [4]          <NA> #>   [5]          <NA> #>   [6]          <NA> #>   ------- #>   seqinfo: 1 sequence from an unspecified genome; no seqlengths # Create a list of data frames containing protein-to-gene ID correspondences protein2gene <- lapply(annot, function(x) {          # Extract only CDS ranges     cds_ranges <- x[x$type == \"CDS\"]          # Create the ID correspondence data frame     df <- data.frame(         protein_id = cds_ranges$Name,         gene_id = cds_ranges$gene     )          # Remove duplicate rows     df <- df[!duplicated(df$protein_id), ]          return(df) })  # Taking a look at the list protein2gene #> $Aalosa #>         protein_id        gene_id #> 1   XP_048113188.1        noxred1 #> 6   XP_048105299.1          atg2b #> 47  XP_048099323.1   LOC125294505 #> 50  XP_048099476.1   LOC125294505 #> 52  XP_048099396.1   LOC125294505 #> 54  XP_048099557.1   LOC125294505 #> 56  XP_048117257.1   LOC125306123 #> 60  XP_048117266.1   LOC125306123 #> 64  XP_048117248.1          isca2 #> 68  XP_048105318.1           eml5 #> 119 XP_048103211.1         itpk1b #> 130 XP_048115651.1   LOC125305081 #> 132 XP_048120688.1           plk4 #> 149 XP_048105359.1         hspa4l #> 168 XP_048116262.1          chmp3 #> 176 XP_048111661.1          reep1 #> 183 XP_048084156.1         mrpl35 #> 187 XP_048096060.1 si:dkey-21a6.5 #> 192 XP_048096122.1 si:dkey-21a6.5 #> 197 XP_048095207.1        nt5c1ab #> 203 XP_048105503.1   LOC125298741 # Collapse protein IDs to gene IDs in list of sequences new_seq <- collapse_protein_ids(seqs, protein2gene)  # Looking at the new sequences new_seq #> $Aalosa #> AAStringSet object of length 16: #>      width seq                                              names                #>  [1]  1946 MADRTAPNCHLRLEWVYGYRGHQ...YVISAGGDDRSLFVWKCVHTPH eml5 #>  [2]  1882 MPWPFSESIKKRACRYLLHRYLG...MRNQIQPDARQEETQKWRLGEE atg2b #>  [3]   886 MSTSIGDKIEDFKVLTLLGKGSF...VKEKLQCLSSILGLLAGPAARR plk4 #>  [4]   769 MSVVGFDVGFQNCYIAVARSGGI...GGDAKSGGSSHQPAAPGEMEVE hspa4l #>  [5]   480 MAAPAYVFGQKVWLSARISPLRV...HTHTHAHLESKVHQHQHIHFQC LOC125298741 #>  ...   ... ... #> [12]   189 MTLKMAATMARCFPALVRPLSTR...KRRNWYLNDPYLKYQDRVNPRW mrpl35 #> [13]   177 MPQDLPPAAAVPQGSMPPGKMPH...PALRRRARLRRLVTPEPLYAGW si:dkey-21a6.5 #> [14]   176 MSLVRGIMLSATRSKAWSVGRAS...QVLKNPQADHGCSCGSSFSVKL isca2 #> [15]   149 MAIREVCVLLLPLLALAYAEHVK...WELRDDNNKDLFCIKFPVQIVS LOC125306123 #> [16]   137 MITKAMEVDYKLEDPKAPLEESS...GYRDAFGNELLRRLERLQQNAQ LOC125294505"},{"path":"/articles/syntenet.html","id":"session-information","dir":"Articles","previous_headings":"","what":"Session information","title":"Inference and Analysis of Synteny Networks","text":"document created following conditions:","code":"sessionInfo() #> R version 4.3.2 (2023-10-31) #> Platform: x86_64-pc-linux-gnu (64-bit) #> Running under: Ubuntu 22.04.3 LTS #>  #> Matrix products: default #> BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3  #> LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0 #>  #> locale: #>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               #>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     #>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    #>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  #>  [9] LC_ADDRESS=C               LC_TELEPHONE=C             #> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        #>  #> time zone: UTC #> tzcode source: system (glibc) #>  #> attached base packages: #> [1] stats     graphics  grDevices utils     datasets  methods   base      #>  #> other attached packages: #> [1] ggtree_3.10.1    syntenet_1.5.1   BiocStyle_2.30.0 #>  #> loaded via a namespace (and not attached): #>   [1] bitops_1.0-7                rlang_1.1.3                 #>   [3] magrittr_2.0.3              matrixStats_1.2.0           #>   [5] compiler_4.3.2              mgcv_1.9-1                  #>   [7] systemfonts_1.0.6           vctrs_0.6.5                 #>   [9] pkgconfig_2.0.3             crayon_1.5.2                #>  [11] fastmap_1.1.1               XVector_0.42.0              #>  [13] ellipsis_0.3.2              labeling_0.4.3              #>  [15] utf8_1.2.4                  Rsamtools_2.18.0            #>  [17] rmarkdown_2.26              ragg_1.3.0                  #>  [19] network_1.18.2              purrr_1.0.2                 #>  [21] xfun_0.42                   zlibbioc_1.48.2             #>  [23] cachem_1.0.8                aplot_0.2.2                 #>  [25] GenomeInfoDb_1.38.8         jsonlite_1.8.8              #>  [27] highr_0.10                  DelayedArray_0.28.0         #>  [29] BiocParallel_1.36.0         parallel_4.3.2              #>  [31] cluster_2.1.6               R6_2.5.1                    #>  [33] bslib_0.6.1                 RColorBrewer_1.1-3          #>  [35] rtracklayer_1.62.0          GenomicRanges_1.54.1        #>  [37] jquerylib_0.1.4             Rcpp_1.0.12                 #>  [39] bookdown_0.38               SummarizedExperiment_1.32.0 #>  [41] knitr_1.45                  IRanges_2.36.0              #>  [43] Matrix_1.6-5                splines_4.3.2               #>  [45] igraph_2.0.3                tidyselect_1.2.1            #>  [47] abind_1.4-5                 yaml_2.3.8                  #>  [49] codetools_0.2-19            lattice_0.22-5              #>  [51] tibble_3.2.1                treeio_1.26.0               #>  [53] Biobase_2.62.0              withr_3.0.0                 #>  [55] coda_0.19-4.1               evaluate_0.23               #>  [57] Rtsne_0.17                  gridGraphics_0.5-1          #>  [59] desc_1.4.3                  Biostrings_2.70.3           #>  [61] pillar_1.9.0                BiocManager_1.30.22         #>  [63] MatrixGenerics_1.14.0       stats4_4.3.2                #>  [65] ggfun_0.1.4                 generics_0.1.3              #>  [67] RCurl_1.98-1.14             S4Vectors_0.40.2            #>  [69] ggplot2_3.5.0               munsell_0.5.0               #>  [71] scales_1.3.0                tidytree_0.4.6              #>  [73] ggnetwork_0.5.13            glue_1.7.0                  #>  [75] lazyeval_0.2.2              pheatmap_1.0.12             #>  [77] tools_4.3.2                 BiocIO_1.12.0               #>  [79] GenomicAlignments_1.38.2    fs_1.6.3                    #>  [81] XML_3.99-0.16.1             grid_4.3.2                  #>  [83] tidyr_1.3.1                 ape_5.7-1                   #>  [85] colorspace_2.1-0            patchwork_1.2.0             #>  [87] nlme_3.1-164                networkD3_0.4               #>  [89] GenomeInfoDbData_1.2.11     restfulr_0.0.15             #>  [91] cli_3.6.2                   intergraph_2.0-4            #>  [93] textshaping_0.3.7           labdsv_2.1-0                #>  [95] fansi_1.0.6                 S4Arrays_1.2.1              #>  [97] dplyr_1.1.4                 gtable_0.3.4                #>  [99] yulab.utils_0.1.4           sass_0.4.9                  #> [101] digest_0.6.35               BiocGenerics_0.48.1         #> [103] ggplotify_0.1.2             SparseArray_1.2.4           #> [105] rjson_0.2.21                htmlwidgets_1.6.4           #> [107] farver_2.1.1                memoise_2.0.1               #> [109] htmltools_0.5.7             pkgdown_2.0.7               #> [111] lifecycle_1.0.4             statnet.common_4.9.0        #> [113] MASS_7.3-60.0.1"},{"path":[]},{"path":"/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Fabrício Almeida-Silva. Author, maintainer. Tao Zhao. Author. Kristian K Ullrich. Author. Yves Van de Peer. Author.","code":""},{"path":"/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Almeida-Silva, F., Zhao, T., Ullrich, K.K., Schranz, M.E. Van de Peer, Y. syntenet: R/Bioconductor package inference analysis synteny networks. Bioinformatics, 39(1), p.btac806. (2023). https://doi.org/10.1093/bioinformatics/btac806","code":"@Article{,   title = {syntenet: an R/Bioconductor package for the inference and analysis of synteny networks},   author = {Fabricio Almeida-Silva and Tao Zhao and Kristian K. Ullrich and M. Eric Schranz and Yves {Van de Peer}},   journal = {Bioinformatics},   year = {2023},   volume = {39},   number = {1},   pages = {btac806},   url = {https://academic.oup.com/bioinformatics/article/39/1/btac806/6947985},   doi = {10.1093/bioinformatics/btac806}, }"},{"path":"/index.html","id":"syntenet-","dir":"","previous_headings":"","what":"Inference And Analysis Of Synteny Networks","title":"Inference And Analysis Of Synteny Networks","text":"goal syntenet infer synteny networks whole-genome protein sequence data analyze . Anchor pairs synteny analyses treated undirected unweighted graph (.e., synteny network), users can perform: Synteny detection using native implementation MCScanX algorithm, C++ program modified ported R Rcpp. way, users need install MCScanX beforehand, syntenet implementation algorithm. Synteny network inference treating anchor pairs edges graph; Network clustering using Infomap algorithm; Phylogenomic profiling, consists identifying species contain clusters. analysis can reveal highly conserved synteny clusters taxon-specific ones (e.g., family- order-specific clusters); Microsynteny-based phylogeny reconstruction maximum likelihood, can achieved inferring phylogeny binary matrix phylogenomic profiles IQTREE.","code":""},{"path":"/index.html","id":"installation-instructions","dir":"","previous_headings":"","what":"Installation instructions","title":"Inference And Analysis Of Synteny Networks","text":"Get latest stable R release CRAN. install syntenet Bioconductor using following code: development version GitHub :","code":"if (!requireNamespace(\"BiocManager\", quietly = TRUE)) {     install.packages(\"BiocManager\") }  BiocManager::install(\"syntenet\") BiocManager::install(\"almeidasilvaf/syntenet\")"},{"path":"/index.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Inference And Analysis Of Synteny Networks","text":"citation output using citation('syntenet') R. Please run check updates cite syntenet. Please note syntenet made possible thanks many R bioinformatics software authors, cited either vignettes /paper(s) describing package.","code":"print(citation('syntenet'), bibtex = TRUE) #>  #> To cite syntenet in publications, use: #>  #>   Almeida-Silva, F., Zhao, T., Ullrich, K.K., Schranz, M.E. and Van de #>   Peer, Y. syntenet: an R/Bioconductor package for the inference and #>   analysis of synteny networks. Bioinformatics, 39(1), p.btac806. #>   (2023). https://doi.org/10.1093/bioinformatics/btac806 #>  #> A BibTeX entry for LaTeX users is #>  #>   @Article{, #>     title = {syntenet: an R/Bioconductor package for the inference and analysis of synteny networks}, #>     author = {Fabricio Almeida-Silva and Tao Zhao and Kristian K. Ullrich and M. Eric Schranz and Yves {Van de Peer}}, #>     journal = {Bioinformatics}, #>     year = {2023}, #>     volume = {39}, #>     number = {1}, #>     pages = {btac806}, #>     url = {https://academic.oup.com/bioinformatics/article/39/1/btac806/6947985}, #>     doi = {10.1093/bioinformatics/btac806}, #>   }"},{"path":"/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Inference And Analysis Of Synteny Networks","text":"Please note syntenet project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"/index.html","id":"development-tools","dir":"","previous_headings":"","what":"Development tools","title":"Inference And Analysis Of Synteny Networks","text":"Continuous code testing possible thanks GitHub actions usethis, remotes, rcmdcheck customized use Bioconductor’s docker containers BiocCheck. Code coverage assessment possible thanks codecov covr. documentation website automatically updated thanks pkgdown. code styled automatically thanks styler. documentation formatted thanks devtools roxygen2. details, check dev directory. package developed using biocthis.","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":null,"dir":"Reference","previous_headings":"","what":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"Original tree file obtained Zhao et al., 2021. tree object class 'phylo', can created reading tree file treeio::read.tree().","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"","code":"data(angiosperm_phylogeny)"},{"path":"/reference/angiosperm_phylogeny.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"object class 'phylo'.","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"Zhao, T., Zwaenepoel, ., Xue, J. Y., Kao, S. M., Li, Z., Schranz, M. E., & Van de Peer, Y. (2021). Whole-genome microsynteny-based phylogeny angiosperms. Nature Communications, 12(1), 1-14.","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"","code":"data(angiosperm_phylogeny)"},{"path":"/reference/annotation.html","id":null,"dir":"Reference","previous_headings":"","what":"Filtered genome annotation for Ostreococcus sp. species — annotation","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"Data obtained Pico-PLAZA 3.0. annotation data primary transcripts included, genes chromosomes 1, 2, 3.","code":""},{"path":"/reference/annotation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"","code":"data(annotation)"},{"path":"/reference/annotation.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"CompressedGRangesList containing elements Olucimarinus, Osp_RCC809, Otauri.","code":""},{"path":"/reference/annotation.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"Van Bel, M., Silvestri, F., Weitz, E. M., Kreft, L., Botzki, ., Coppens, F., & Vandepoele, K. (2021). PLAZA 5.0: extending scope power comparative functional genomics plants. Nucleic acids research.","code":""},{"path":"/reference/annotation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"","code":"data(annotation)"},{"path":"/reference/binarize_and_transpose.html","id":null,"dir":"Reference","previous_headings":"","what":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"Binarize transpose phylogenomic profile matrix","code":""},{"path":"/reference/binarize_and_transpose.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"","code":"binarize_and_transpose(profile_matrix = NULL)"},{"path":"/reference/binarize_and_transpose.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"profile_matrix matrix phylogenomic profiles obtained phylogenomic_profile.","code":""},{"path":"/reference/binarize_and_transpose.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"binary transposed version profiles matrix.","code":""},{"path":"/reference/binarize_and_transpose.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) tmat <- binarize_and_transpose(profile_matrix)"},{"path":"/reference/blast_list.html","id":null,"dir":"Reference","previous_headings":"","what":"List of data frames containing BLAST-like tabular output — blast_list","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"object created running run_diamond protein sequences Ostreococcus algae available proteomes example data. Hits <50% identity filtered . Code recreate data available script/ subdirectory.","code":""},{"path":"/reference/blast_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"","code":"data(blast_list)"},{"path":"/reference/blast_list.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"list data frames containing pairwise comparisons proteomes Ostreococcus species.","code":""},{"path":"/reference/blast_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"","code":"data(blast_list)"},{"path":"/reference/check_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if input objects are ready for further analyses — check_input","title":"Check if input objects are ready for further analyses — check_input","text":"Check input objects ready analyses","code":""},{"path":"/reference/check_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if input objects are ready for further analyses — check_input","text":"","code":"check_input(seq = NULL, annotation = NULL, gene_field = \"gene_id\")"},{"path":"/reference/check_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Check if input objects are ready for further analyses — check_input","text":"seq list AAStringSet objects, list element containing protein sequences given species. list must names (NULL), names list element must match names list elements annotation. annotation GRangesList, CompressedGRangesList, list GRanges annotation sequences seq. list must names (NULL), names list element must match names list elements seq. gene_field Character, name column GRanges objects contains gene IDs. Default: \"gene_id\".","code":""},{"path":"/reference/check_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if input objects are ready for further analyses — check_input","text":"TRUE objects pass check.","code":""},{"path":"/reference/check_input.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Check if input objects are ready for further analyses — check_input","text":"function checks input data 3 required conditions: Names seq list (.e., names(seq)) match names annotation GRangesList/CompressedGRangesList (.e., names(annotation)) species (list elements), number sequences seq greater number genes annotation. way ensure users input translated sequences multiple isoforms gene (generated alternative splicing). Ideally, number sequences seq equal number genes annotation, may always stand true non-protein-coding genes. species, sequence names (.e., names(seq[[x]]), equivalent FASTA headers) match gene names annotation.","code":""},{"path":"/reference/check_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if input objects are ready for further analyses — check_input","text":"","code":"data(annotation)  data(proteomes) check_input(proteomes, annotation) #> [1] TRUE"},{"path":"/reference/cluster_network.html","id":null,"dir":"Reference","previous_headings":"","what":"Cluster the synteny network using the Infomap algorithm — cluster_network","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"Cluster synteny network using Infomap algorithm","code":""},{"path":"/reference/cluster_network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"","code":"cluster_network(   network = NULL,   clust_function = igraph::cluster_infomap,   clust_params = NULL )"},{"path":"/reference/cluster_network.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"network network represented edge list, 2-column data frame node 1 first column node 2 second column. synteny network, node 1 node anchor pairs. clust_function Function used cluster network. must one functions cluster_* family igraph package (e.g., cluster_infomap, cluster_leiden, etc). Default: igraph::cluster_infomap. clust_params list additional parameters () passed igraph clustering function. Default: NULL (additional parameters).","code":""},{"path":"/reference/cluster_network.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"2-column data frame following variables: Gene Gene ID. Cluster Cluster ID identified infomap.","code":""},{"path":"/reference/cluster_network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"","code":"data(network) clusters <- cluster_network(network[1:500, ])"},{"path":"/reference/clusters.html","id":null,"dir":"Reference","previous_headings":"","what":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"Data obtained Zhao & Schranz, 2019.","code":""},{"path":"/reference/clusters.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"","code":"data(clusters)"},{"path":"/reference/clusters.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"2-column data frame containing following variables: Gene Gene ID Cluster Cluster ID","code":""},{"path":"/reference/clusters.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"Zhao, T., & Schranz, M. E. (2019). Network-based microsynteny analysis identifies major differences genomic outliers mammalian angiosperm genomes. Proceedings National Academy Sciences, 116(6), 2165-2174.","code":""},{"path":"/reference/clusters.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"","code":"data(clusters)"},{"path":"/reference/collapse_protein_ids.html","id":null,"dir":"Reference","previous_headings":"","what":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"function can used sequence names AAStringSet objects contain protein IDs instead gene IDs (syntenet requires)","code":""},{"path":"/reference/collapse_protein_ids.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"","code":"collapse_protein_ids(seq, protein2gene = NULL)"},{"path":"/reference/collapse_protein_ids.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"seq list AAStringSet objects, list element containing protein sequences given species. list must names (NULL), names list element must match names list elements protein2gene. protein2gene list 2-column data frames containing protein--gene ID correspondences, first column contains protein IDs, second column contains gene IDs. Names list elements must match names seq.","code":""},{"path":"/reference/collapse_protein_ids.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"list AAStringSet objects seq, protein IDs replaced gene IDs.","code":""},{"path":"/reference/collapse_protein_ids.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"species, function replace protein IDs sequence names gene IDs using protein--gene correspondence table protein2gene. replacing protein IDs gene IDs, multiple sequences gene ID (indicating different isoforms gene), longest sequence kept, number sequences greater number genes.","code":""},{"path":"/reference/collapse_protein_ids.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"","code":"# Load data seq_path <- system.file(     \"extdata\", \"RefSeq_parsing_example\", package = \"syntenet\" ) seq <- fasta2AAStringSetlist(seq_path) annot <- gff2GRangesList(seq_path)  # Clean sequence names names(seq$Aalosa) <- gsub(\" .*\", \"\", names(seq$Aalosa))  # Create a correspondence data frame cor_df <- as.data.frame(annot$Aalosa[annot$Aalosa$type == \"CDS\", ]) cor_df <- cor_df[, c(\"Name\", \"gene\")]  # Create a list of correspondence data frames protein2gene <- list(Aalosa = cor_df)  # Collapse IDs new_seqs <- collapse_protein_ids(seq, protein2gene)"},{"path":"/reference/create_species_id_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"Create data frame species IDs (3-5-character abbreviations)","code":""},{"path":"/reference/create_species_id_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"","code":"create_species_id_table(species_names)"},{"path":"/reference/create_species_id_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"species_names character vector names extracted seq annotation lists, can extracted names(seq) names(annotation).","code":""},{"path":"/reference/create_species_id_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"2-column data frame following variables: species_id Character, species ID consisting 3-5 characters. species_name Character, original names passed input.","code":""},{"path":"/reference/create_species_id_table.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"","code":"# Load 'seq' list (list of AAStringSet objects) data(proteomes)  # Create ID table create_species_id_table(names(proteomes)) #>   species_id species_name #> 1        Olu Olucimarinus #> 2        Osp    OspRCC809"},{"path":"/reference/diamond_is_installed.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if DIAMOND is installed — diamond_is_installed","title":"Check if DIAMOND is installed — diamond_is_installed","text":"Check DIAMOND installed","code":""},{"path":"/reference/diamond_is_installed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if DIAMOND is installed — diamond_is_installed","text":"","code":"diamond_is_installed()"},{"path":"/reference/diamond_is_installed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if DIAMOND is installed — diamond_is_installed","text":"Logical indicating whether DIAMOND installed .","code":""},{"path":"/reference/diamond_is_installed.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if DIAMOND is installed — diamond_is_installed","text":"","code":"diamond_is_installed() #> [1] TRUE"},{"path":"/reference/edges.html","id":null,"dir":"Reference","previous_headings":"","what":"Synteny network of Ostreococcus genomes represented as an edge list — edges","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"object created running infer_syntenet blast_list example data. Code recreate data set available script/ subdirectory.","code":""},{"path":"/reference/edges.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"","code":"data(edges)"},{"path":"/reference/edges.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"data frame containing anchor pairs two Ostreococcus proteomes.","code":""},{"path":"/reference/edges.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"","code":"data(edges)"},{"path":"/reference/export_sequences.html","id":null,"dir":"Reference","previous_headings":"","what":"Export processed sequences as FASTA files — export_sequences","title":"Export processed sequences as FASTA files — export_sequences","text":"Export processed sequences FASTA files","code":""},{"path":"/reference/export_sequences.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Export processed sequences as FASTA files — export_sequences","text":"","code":"export_sequences(seq = NULL, outdir = tempdir())"},{"path":"/reference/export_sequences.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Export processed sequences as FASTA files — export_sequences","text":"seq processed list AAStringSet objects returned process_input(). outdir Path output directory FASTA files stored.","code":""},{"path":"/reference/export_sequences.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Export processed sequences as FASTA files — export_sequences","text":"Path exported FASTA files.","code":""},{"path":"/reference/export_sequences.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Export processed sequences as FASTA files — export_sequences","text":"","code":"# Load data data(proteomes) data(annotation)  # Process data pdata <- process_input(proteomes, annotation)  # Export data outdir <- file.path(tempdir(), \"example_test\") export_sequences(pdata$seq, outdir) #> [1] \"/tmp/Rtmp0DqkeS/example_test/Olucimarinus.fasta\" #> [2] \"/tmp/Rtmp0DqkeS/example_test/OspRCC809.fasta\""},{"path":"/reference/fasta2AAStringSetlist.html","id":null,"dir":"Reference","previous_headings":"","what":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"Read FASTA files directory list AAStringSet objects","code":""},{"path":"/reference/fasta2AAStringSetlist.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"","code":"fasta2AAStringSetlist(fasta_dir)"},{"path":"/reference/fasta2AAStringSetlist.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"fasta_dir Character indicating path directory containing FASTA files.","code":""},{"path":"/reference/fasta2AAStringSetlist.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"list AAStringSet objects, element represents different FASTA file.","code":""},{"path":"/reference/fasta2AAStringSetlist.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"","code":"fasta_dir <- system.file(\"extdata\", \"sequences\", package = \"syntenet\") aastringsetlist <- fasta2AAStringSetlist(fasta_dir)"},{"path":"/reference/find_GS_clusters.html","id":null,"dir":"Reference","previous_headings":"","what":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"Find group-specific clusters based user-defined species classification","code":""},{"path":"/reference/find_GS_clusters.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"","code":"find_GS_clusters(   profile_matrix = NULL,   species_annotation = NULL,   min_percentage = 50 )"},{"path":"/reference/find_GS_clusters.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"profile_matrix matrix phylogenomic profiles obtained phylogenomic_profile. species_annotation 2-column data frame species IDs first column (column names profile matrix), species annotation (e.g., higher-level taxonomic information) second column. min_percentage Numeric scalar minimum percentage species group consider group specificity. instance, given cluster present 1 group species, less min_percentage species group, considered group-specific cluster. filtering criterion useful differentiate group-specific clusters (e.g., family-specific) subgroup-specific clusters (e.g., genus-specific). Default: 50.","code":""},{"path":"/reference/find_GS_clusters.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"data frame following variables: Group group species cluster specific. Percentage Percentage species group represented cluster. Cluster Cluster ID.","code":""},{"path":"/reference/find_GS_clusters.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters)  # Species annotation species_order <- c(     \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",     \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",     \"Mnot\", \"Zjuj\", \"hlu\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\" ) species_annotation <- data.frame(    Species = species_order,    Family = c(rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),               \"Moraceae\", \"Ramnaceae\", \"Cannabaceae\",                rep(\"Euphorbiaceae\", 3), \"Linaceae\", \"Salicaceae\") ) gs_clusters <- find_GS_clusters(profile_matrix, species_annotation)"},{"path":"/reference/gff2GRangesList.html","id":null,"dir":"Reference","previous_headings":"","what":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"Read GFF/GTF files directory GRangesList object","code":""},{"path":"/reference/gff2GRangesList.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"","code":"gff2GRangesList(gff_dir)"},{"path":"/reference/gff2GRangesList.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"gff_dir Character indicating path directory containing GFF/GTF files.","code":""},{"path":"/reference/gff2GRangesList.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"GRangesList object, element represents different GFF/GTF file.","code":""},{"path":"/reference/gff2GRangesList.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"","code":"gff_dir <- system.file(\"extdata\", \"annotation\", package = \"syntenet\") grangeslist <- gff2GRangesList(gff_dir)"},{"path":"/reference/infer_microsynteny_phylogeny.html","id":null,"dir":"Reference","previous_headings":"","what":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"Infer microsynteny-based phylogeny IQTREE","code":""},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"","code":"infer_microsynteny_phylogeny(   transposed_profiles = NULL,   bootr = 1000,   alrtboot = 1000,   threads = \"AUTO\",   model = \"MK+FO+R\",   outdir = tempdir(),   outgroup = NULL,   verbose = FALSE )"},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"transposed_profiles binary transposed profile matrix. profile matrix can obtained phylogenomic_profile(). bootr Numeric scalar number bootstrap replicates. Default: 1000. alrtboot Numeric scalar number replicates SH-like approximate likelihood ratio test. Default: 1000. threads Numeric scalar indicating number threads use \"AUTO\", allows IQTREE automatically choose best number threads use. Default: \"AUTO\". model Substitution model use. unsure, pick default. Default: \"MK+FO+R\". outdir Path output directory. default, files saved temporary directory, deleted R session closes. want keep files, specify custom output directory. outgroup Name outgroup clade group phylogeny. Default: NULL (unrooted phylogeny). verbose Logical indicating progress messages prompted. Default: FALSE.","code":""},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"character vector paths output files.","code":""},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) tmat <- binarize_and_transpose(profile_matrix)  # Leave only some legumes and P. mume as an outgroup for testing purposes included <- c(\"gma\", \"pvu\", \"vra\", \"van\", \"cca\", \"pmu\") tmat <- tmat[rownames(tmat) %in% included, ]  # Remove non-variable sites tmat <- tmat[, colSums(tmat) != length(included)]  if(iqtree_is_installed()) {     phylo <- infer_microsynteny_phylogeny(tmat, outgroup = \"pmu\",                                            threads = 1) }"},{"path":"/reference/infer_syntenet.html","id":null,"dir":"Reference","previous_headings":"","what":"Infer synteny network — infer_syntenet","title":"Infer synteny network — infer_syntenet","text":"Infer synteny network","code":""},{"path":"/reference/infer_syntenet.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Infer synteny network — infer_syntenet","text":"","code":"infer_syntenet(   blast_list = NULL,   annotation = NULL,   outdir = tempdir(),   anchors = 5,   max_gaps = 25,   is_pairwise = TRUE,   verbose = FALSE,   bp_param = BiocParallel::SerialParam(),   ... )"},{"path":"/reference/infer_syntenet.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Infer synteny network — infer_syntenet","text":"blast_list list data frames, data frame tabular output BLASTp similar programs, DIAMOND. output function run_diamond(). performed pairwise comparisons command line, can read tabular output data frames combine list. List names must species names separated underscore. instance, first list element data frame containing comparison speciesA (query) speciesB (database), name must \"speciesA_speciesB\". annotation processed GRangesList, CompressedGRangesList, list GRanges returned process_input(). outdir Path output directory. Default: tempdir(). anchors Numeric indicating minimum required number genes call syntenic block. Default: 5. max_gaps Numeric indicating number upstream downstream genes search anchors. Default: 25. is_pairwise specify pairwise blocks reported Default: TRUE verbose Logical indicating log messages printed screen. Default: FALSE. bp_param BiocParallel back-end used. Default: BiocParallel::SerialParam(). ... additional arguments MCScanX algorithm. complete list available options, see man page rcpp_mcscanx_file().","code":""},{"path":"/reference/infer_syntenet.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Infer synteny network — infer_syntenet","text":"network represented edge list.","code":""},{"path":"/reference/infer_syntenet.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Infer synteny network — infer_syntenet","text":"","code":"# Load data data(proteomes) data(annotation) data(blast_list)  # Create processed annotation list annotation <- process_input(proteomes, annotation)$annotation  # Infer the synteny network net <- infer_syntenet(blast_list, annotation)"},{"path":"/reference/interspecies_synteny.html","id":null,"dir":"Reference","previous_headings":"","what":"Detect interspecies synteny — interspecies_synteny","title":"Detect interspecies synteny — interspecies_synteny","text":"Detect interspecies synteny","code":""},{"path":"/reference/interspecies_synteny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Detect interspecies synteny — interspecies_synteny","text":"","code":"interspecies_synteny(   blast_inter = NULL,   annotation = NULL,   inter_dir = file.path(tempdir(), \"inter\"),   anchors = 5,   max_gaps = 25,   is_pairwise = TRUE,   verbose = FALSE,   bp_param = BiocParallel::SerialParam(),   ... )"},{"path":"/reference/interspecies_synteny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Detect interspecies synteny — interspecies_synteny","text":"blast_inter list BLAST/DIAMOND data frames interspecies comparisons returned run_diamond(). annotation processed GRangesList CompressedGRangesList object returned process_input(). inter_dir Path output directory .collinearity files stored. anchors Numeric indicating minimum required number genes call syntenic block. Default: 5. max_gaps Numeric indicating number upstream downstream genes search anchors. Default: 25. is_pairwise specify pairwise blocks reported Default: TRUE. verbose Logical indicating log messages printed screen. Default: FALSE. bp_param BiocParallel back-end used. Default: BiocParallel::SerialParam(). ... additional arguments MCScanX algorithm. complete list available options, see man page rcpp_mcscanx_file().","code":""},{"path":"/reference/interspecies_synteny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Detect interspecies synteny — interspecies_synteny","text":"Paths .collinearity files.","code":""},{"path":"/reference/interspecies_synteny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Detect interspecies synteny — interspecies_synteny","text":"","code":"# Load data data(proteomes) data(blast_list) data(annotation)  # Get DIAMOND and processed annotation lists blast_inter <- blast_list[2] annotation <- process_input(proteomes, annotation)$annotation  # Detect interspecies synteny intersyn <- interspecies_synteny(blast_inter, annotation)"},{"path":"/reference/intraspecies_synteny.html","id":null,"dir":"Reference","previous_headings":"","what":"Detect intraspecies synteny — intraspecies_synteny","title":"Detect intraspecies synteny — intraspecies_synteny","text":"Detect intraspecies synteny","code":""},{"path":"/reference/intraspecies_synteny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Detect intraspecies synteny — intraspecies_synteny","text":"","code":"intraspecies_synteny(   blast_intra = NULL,   annotation = NULL,   intra_dir = file.path(tempdir(), \"intra\"),   anchors = 5,   max_gaps = 25,   is_pairwise = TRUE,   verbose = FALSE,   bp_param = BiocParallel::SerialParam(),   ... )"},{"path":"/reference/intraspecies_synteny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Detect intraspecies synteny — intraspecies_synteny","text":"blast_intra list BLAST/DIAMOND data frames intraspecies comparisons returned run_diamond(). annotation processed GRangesList CompressedGRangesList object returned process_input(). intra_dir Path output directory .collinearity files stored. anchors Numeric indicating minimum required number genes call syntenic block. Default: 5. max_gaps Numeric indicating number upstream downstream genes search anchors. Default: 25. is_pairwise Logical indicating pairwise blocks reported. Default: TRUE. verbose Logical indicating log messages printed screen. Default: FALSE. bp_param BiocParallel back-end used. Default: BiocParallel::SerialParam(). ... additional arguments MCScanX algorithm. complete list available options, see man page rcpp_mcscanx_file().","code":""},{"path":"/reference/intraspecies_synteny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Detect intraspecies synteny — intraspecies_synteny","text":"Paths .collinearity files.","code":""},{"path":"/reference/intraspecies_synteny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Detect intraspecies synteny — intraspecies_synteny","text":"","code":"# Load data data(scerevisiae_annot) data(scerevisiae_diamond)  # Detect intragenome synteny intra_syn <- intraspecies_synteny(     scerevisiae_diamond, scerevisiae_annot )"},{"path":"/reference/iqtree_is_installed.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if IQTREE is installed — iqtree_is_installed","title":"Check if IQTREE is installed — iqtree_is_installed","text":"Check IQTREE installed","code":""},{"path":"/reference/iqtree_is_installed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if IQTREE is installed — iqtree_is_installed","text":"","code":"iqtree_is_installed()"},{"path":"/reference/iqtree_is_installed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if IQTREE is installed — iqtree_is_installed","text":"Logical indicating whether IQTREE installed .","code":""},{"path":"/reference/iqtree_is_installed.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if IQTREE is installed — iqtree_is_installed","text":"","code":"iqtree_is_installed() #> [1] TRUE"},{"path":"/reference/iqtree_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Get IQ-TREE version — iqtree_version","title":"Get IQ-TREE version — iqtree_version","text":"Get IQ-TREE version","code":""},{"path":"/reference/iqtree_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get IQ-TREE version — iqtree_version","text":"","code":"iqtree_version()"},{"path":"/reference/iqtree_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get IQ-TREE version — iqtree_version","text":"Numeric indicating IQ-TREE version, either 1 2.","code":""},{"path":"/reference/iqtree_version.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get IQ-TREE version — iqtree_version","text":"","code":"iqtree_version() #> [1] 2"},{"path":"/reference/last_is_installed.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if last is installed — last_is_installed","title":"Check if last is installed — last_is_installed","text":"Check last installed","code":""},{"path":"/reference/last_is_installed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if last is installed — last_is_installed","text":"","code":"last_is_installed()"},{"path":"/reference/last_is_installed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if last is installed — last_is_installed","text":"Logical indicating whether last installed .","code":""},{"path":"/reference/last_is_installed.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if last is installed — last_is_installed","text":"","code":"last_is_installed() #> [1] TRUE"},{"path":"/reference/network.html","id":null,"dir":"Reference","previous_headings":"","what":"Synteny network of BUSCO genes for 25 eudicot species — network","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"Data obtained Zhao & Schranz, 2019.","code":""},{"path":"/reference/network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"","code":"data(network)"},{"path":"/reference/network.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"edgelist (.e., 2-column data frame node 1 column 1 node 2 column 2).","code":""},{"path":"/reference/network.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"Zhao, T., & Schranz, M. E. (2019). Network-based microsynteny analysis identifies major differences genomic outliers mammalian angiosperm genomes. Proceedings National Academy Sciences, 116(6), 2165-2174.","code":""},{"path":"/reference/network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"","code":"data(network)"},{"path":"/reference/parse_collinearity.html","id":null,"dir":"Reference","previous_headings":"","what":"Parse .collinearity files obtained with MCScan — parse_collinearity","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":".collinearity files can obtained intraspecies_synteny interspecies_synteny, execute native version MCScan algorithm.","code":""},{"path":"/reference/parse_collinearity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"","code":"parse_collinearity(collinearity_paths = NULL, as = \"anchors\")"},{"path":"/reference/parse_collinearity.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"collinearity_paths Character vector paths .collinearity files. Character specifying extract. One \"anchors\" (default), \"blocks\", \"\".","code":""},{"path":"/reference/parse_collinearity.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"\"anchors\", data frame variables \"Anchor1\", \"Anchor2\". \"blocks\", data frame variables \"Block\", \"Block_score\", \"Chr\", \"Orientation\". \"\", data frame aforementioned variables, indicate: Block Numeric, synteny block ID Block_score Numeric, score synteny block. Chr Character, query target chromosome synteny block formatted \"&\". Orientation Character, orientation genes within blocks, \"plus\" indicating genes direction, \"minus\" indicating genes opposite directions. Anchor1 Character, gene ID anchor 1. Anchor2 Character, gene ID anchor 2.","code":""},{"path":"/reference/parse_collinearity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"","code":"collinearity_paths <- system.file(     \"extdata\", \"Scerevisiae.collinearity\", package = \"syntenet\" ) net <- parse_collinearity(collinearity_paths)"},{"path":"/reference/phylogenomic_profile.html","id":null,"dir":"Reference","previous_headings":"","what":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"Perform phylogenomic profiling synteny network clusters","code":""},{"path":"/reference/phylogenomic_profile.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"","code":"phylogenomic_profile(clusters = NULL)"},{"path":"/reference/phylogenomic_profile.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"clusters 2-column data frame variables Gene Cluster returned cluster_network.","code":""},{"path":"/reference/phylogenomic_profile.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"matrix rows j columns containing number genes cluster species j. number rows equal number clusters clusters, number columns equal number species clusters.","code":""},{"path":"/reference/phylogenomic_profile.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"","code":"data(clusters) profiles <- phylogenomic_profile(clusters)"},{"path":"/reference/plot_network.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot network — plot_network","title":"Plot network — plot_network","text":"Plot network","code":""},{"path":"/reference/plot_network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot network — plot_network","text":"","code":"plot_network(   network = NULL,   clusters = NULL,   cluster_id = NULL,   color_by = \"cluster\",   interactive = FALSE,   dim_interactive = c(600, 600) )"},{"path":"/reference/plot_network.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot network — plot_network","text":"network synteny network represented edge list, 2-column data frame member anchor pair column. clusters 2-column data frame variables Gene Cluster representing gene ID cluster ID, respectively, exactly returned cluster_network. cluster_id Character scalar vector cluster ID. one cluster passed input, clusters colored differently. color_by Either \"cluster\" 2-column data frame gene IDs first column variable used coloring (e.g., taxonomic information) second column. interactive Logical scalar indicating whether display interactive network . Default: FALSE. dim_interactive Numeric vector length 2 window dimensions interactive plot. interactive set FALSE, parameter ignored.","code":""},{"path":"/reference/plot_network.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot network — plot_network","text":"ggplot object network.","code":""},{"path":"/reference/plot_network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot network — plot_network","text":"","code":"data(network) data(clusters) # Option 1: 1 cluster cluster_id <- 25 plot_network(network, clusters, cluster_id)   # Option 2: 2 clusters cluster_id <- c(25, 1089) plot_network(network, clusters, cluster_id)   # Option 3: custom annotation for coloring species_order <- c(     \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",     \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",     \"Mnot\", \"Zjuj\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\" )  species_annotation <- data.frame(    Species = species_order,    Family = c(rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),               \"Moraceae\", \"Ramnaceae\", rep(\"Euphorbiaceae\", 3),                \"Linaceae\", \"Salicaceae\") ) genes <- unique(c(network$node1, network$node2)) gene_df <- data.frame(     Gene = genes,     Species = unlist(lapply(strsplit(genes, \"_\"), head, 1)) ) gene_df <- merge(gene_df, species_annotation)[, c(\"Gene\", \"Family\")]  plot_network(network, clusters, cluster_id = 25, color_by = gene_df)"},{"path":"/reference/plot_profiles.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot a heatmap of phylogenomic profiles — plot_profiles","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"Plot heatmap phylogenomic profiles","code":""},{"path":"/reference/plot_profiles.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"","code":"plot_profiles(   profile_matrix = NULL,   species_annotation = NULL,   palette = \"Greens\",   dist_function = stats::dist,   dist_params = list(method = \"euclidean\"),   clust_function = stats::hclust,   clust_params = list(method = \"ward.D\"),   cluster_species = FALSE,   show_colnames = FALSE,   discretize = TRUE,   ... )"},{"path":"/reference/plot_profiles.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"profile_matrix matrix phylogenomic profiles obtained phylogenomic_profile. species_annotation 2-column data frame species IDs first column (column names profile matrix), species annotation (e.g., higher-level taxonomic information) second column. palette character vector colors character scalar name RColorBrewer palette. Default: \"RdYlBu\". dist_function Function use calculate distance matrix synteny clusters. Popular examples include stats::dist, labdsv::dsvdis, vegan::vegdist. Default: stats::dist. dist_params list parameters passed function specified parameter dist_function. Default: list(method = \"euclidean\"). clust_function Function use cluster distance matrix returned function specified dist_function. Examples include stats::hclust Rclusterpp::Rclusterpp.hclust. Default: stats::hclust. clust_params list additional parameters () passed function specified parameter clust_function. Default: list(method = \"ward.D\"). cluster_species Either logical scalar (TRUE FALSE) character vector order species arranged. TRUE FALSE indicate whether hierarchical clustering applied rows (species). Ideally, character vector contain order species phylogenetically meaningful way. users pass named vector, vector names used rename species. users species tree, can read treeio::read.tree(), plot ggtree::ggtree(), get species order ggtree object ggtree::get_taxa_name(). Default: FALSE. show_colnames Logical indicating whether show column names (.e., cluster IDs) . Showing cluster IDs can useful visualizing small subset . visualizing clusters, cluster IDs impossible read. Default: FALSE. discretize Logical indicating whether discretize clusters 4 categories: 0, 1, 2, 3+. FALSE, counts log2 transformed. Default: TRUE. ... Additional parameters pheatmap::pheatmap().","code":""},{"path":"/reference/plot_profiles.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"pheatmap object.","code":""},{"path":"/reference/plot_profiles.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) species_order <- c(     \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",     \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",     \"Mnot\", \"Zjuj\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\" ) species_names <- c(     \"V. radiata\", \"V. angularis\", \"P. vulgaris\", \"G. max\", \"C. cajan\",     \"T. pratense\", \"M. truncatula\", \"A. duranensis\", \"L. japonicus\",     \"L. angustifolius\", \"C. arietinum\", \"P. mume\", \"P. persica\",     \"P. bretschneideri\", \"M. domestica\", \"R. occidentalis\",      \"F. vesca\", \"M. notabilis\", \"Z. jujuba\", \"J. curcas\",     \"M. esculenta\", \"R. communis\", \"L. usitatissimum\", \"P. trichocarpa\" ) names(species_order) <- species_names species_annotation <- data.frame(    Species = species_order,    Family = c(rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),               \"Moraceae\", \"Ramnaceae\", rep(\"Euphorbiaceae\", 3),                \"Linaceae\", \"Salicaceae\") ) p <- plot_profiles(profile_matrix, species_annotation,                     cluster_species = species_order)                      p <- plot_profiles(profile_matrix, species_annotation,                     cluster_species = species_order,                     discretize = FALSE)"},{"path":"/reference/process_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Process sequence data — process_input","title":"Process sequence data — process_input","text":"Process sequence data","code":""},{"path":"/reference/process_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Process sequence data — process_input","text":"","code":"process_input(   seq = NULL,   annotation = NULL,   gene_field = \"gene_id\",   filter_annotation = FALSE )"},{"path":"/reference/process_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Process sequence data — process_input","text":"seq list AAStringSet objects, list element containing protein sequences given species. list must names (NULL), names list element must match names list elements annotation. annotation GRangesList, CompressedGRangesList, list GRanges annotation sequences seq. list must names (NULL), names list element must match names list elements seq. gene_field Character, name column GRanges objects contains gene IDs. Default: \"gene_id\". filter_annotation Logical indicating whether annotation filtered keep genes also seq. particularly useful users want remove information non-protein coding genes annotation, since genes typically present sets whole-genome protein sequences. Default: FALSE.","code":""},{"path":"/reference/process_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Process sequence data — process_input","text":"list 2 elements: seq processed list AAStringSet objects seq. annotation processed GRangesList CompressedGRangesList object annotation.","code":""},{"path":"/reference/process_input.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Process sequence data — process_input","text":"function processes input sequences annotation : Remove whitespace anything sequence names (.e., names(seq[[x]]), equivalent FASTA headers), . Add unique species identifier sequence names. species identifier consists first 3-5 strings element name. instance, first element seq list named \"Athaliana\", sequence identifier \"Atha_\" added beginning gene name (e.g., Atha_AT1G01010). sequences asterisk (*) representing stop codon, remove . Add unique species identifier () gene chromosome names element annotation GRangesList/CompressedGRangesList. Filter element annotation GRangesList/CompressedGRangesList keep seqnames, ranges, gene ID.","code":""},{"path":"/reference/process_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Process sequence data — process_input","text":"","code":"data(annotation) data(proteomes) seq <- proteomes clean_data <- process_input(seq, annotation)"},{"path":"/reference/profiles2phylip.html","id":null,"dir":"Reference","previous_headings":"","what":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"Save transposed binary profiles matrix file PHYLIP format","code":""},{"path":"/reference/profiles2phylip.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"","code":"profiles2phylip(transposed_profiles = NULL, outdir = tempdir())"},{"path":"/reference/profiles2phylip.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"transposed_profiles binary transposed profile matrix. profile matrix can obtained phylogenomic_profile(). outdir Path output directory. default, files saved temporary directory, deleted R session closes. want keep files, specify custom output directory.","code":""},{"path":"/reference/profiles2phylip.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"Character specifying path PHYLIP file.","code":""},{"path":"/reference/profiles2phylip.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) tmat <- binarize_and_transpose(profile_matrix) profiles2phylip(tmat) #> [1] \"/tmp/Rtmp0DqkeS/microsynteny_phylogeny_20_Mar_2024_20h08.phy\""},{"path":"/reference/proteomes.html","id":null,"dir":"Reference","previous_headings":"","what":"Filtered proteomes of Ostreococcus sp. species — proteomes","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"Data obtained Pico-PLAZA 3.0. translated sequences primary transcripts included, genes chromosomes 1, 2, 3.","code":""},{"path":"/reference/proteomes.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"","code":"data(proteomes)"},{"path":"/reference/proteomes.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"list AAStringSet objects containing elements Olucimarinus, Osp_RCC809, Otauri.","code":""},{"path":"/reference/proteomes.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"Van Bel, M., Silvestri, F., Weitz, E. M., Kreft, L., Botzki, ., Coppens, F., & Vandepoele, K. (2021). PLAZA 5.0: extending scope power comparative functional genomics plants. Nucleic acids research.","code":""},{"path":"/reference/proteomes.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"","code":"data(proteomes)"},{"path":"/reference/rcpp_mcscanx_file.html","id":null,"dir":"Reference","previous_headings":"","what":"rcpp_mcscanx_file — rcpp_mcscanx_file","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"MCSCanX provides clustering module viewing relationship collinear segments multiple genomes (heavily redundant genomes). takes predicted pairwise segments dynamic programming (DAGchainer particular) tries build consensus segments set related, overlapping segments.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"","code":"rcpp_mcscanx_file(   blast_file,   gff_file,   prefix = \"out\",   outdir = \"\",   match_score = 50L,   gap_penalty = -1L,   match_size = 5L,   e_value = 1e-05,   max_gaps = 25L,   overlap_window = 5L,   is_pairwise = FALSE,   in_synteny = 0L,   species_id_length = 3L,   verbose = FALSE )"},{"path":"/reference/rcpp_mcscanx_file.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"blast_file Character indicating path BLAST/DIAMOND output file. gff_file Character indicating path \"gff\" file, tab-delimited file 4 columns indicating chromosome name, gene id, gene start position, gene end position, respectively. prefix Character indicating prefix output files. Default: \"\". outdir Character indicating path output directory. Default: \"\". match_score Numeric indicating match score. Default: 50. gap_penalty Numeric indicating gap penalty. Default: -1. match_size Numeric indicating minimum number genes required call synteny. Default: 5. e_value Numeric indicating minimum e-value allowed. Default: 1e-5. max_gaps Numeric indicating maximum number gaps genes allowed. unit measure gaps number genes, max_gaps = 20 indicates maximum 20 genes can exist two homologous genes synteny called. Default: 25. overlap_window Numeric indicating overlap window. Default: 5. is_pairwise Logical indicating whether pairwise blocks reported. Default: FALSE. in_synteny Numeric indicating patterns collinear blocks, 0 indicates intra interspecies comparisons, 1 indicates intraspecies comparisons, 2 indicates interspecies comparisons. Default: 0. species_id_length Integer indicating length species IDs. Default: 3. 0: intra- inter-species (default); 1: intra-species; 2: inter-species verbose Logical indicating whether print progress messages screen. Default: FALSE.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"NULL, .collinearity file created directory specified outdir.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"Wang et al. (2012) MCScanX: toolkit detection evolutionary analysis gene synteny collinearity. Nucleic acids research. 40.7, e49-e49. Haas et al. (2004) DAGchainer: tool mining segmental genome duplications synteny. Bioinformatics. 20.18 3643-3646.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"Kristian K Ullrich Fabricio Almeida-Silva","code":""},{"path":"/reference/read_diamond.html","id":null,"dir":"Reference","previous_headings":"","what":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"Read DIAMOND/BLAST tables list data frames","code":""},{"path":"/reference/read_diamond.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"","code":"read_diamond(diamond_dir = NULL)"},{"path":"/reference/read_diamond.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"diamond_dir Path directory containing tabular output DIAMOND similar programs (e.g., BLAST).","code":""},{"path":"/reference/read_diamond.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"list data frames tabular DIAMOND output.","code":""},{"path":"/reference/read_diamond.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"","code":"# Path to output directory diamond_dir <- system.file(\"extdata\", package = \"syntenet\")  # Read output l <- read_diamond(diamond_dir)"},{"path":"/reference/run_diamond.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to run DIAMOND from an R session — run_diamond","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"Wrapper run DIAMOND R session","code":""},{"path":"/reference/run_diamond.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"","code":"run_diamond(   seq = NULL,   top_hits = 5,   verbose = FALSE,   outdir = tempdir(),   threads = NULL,   compare = \"all\",   ... )"},{"path":"/reference/run_diamond.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"seq processed list AAStringSet objects returned process_input(). top_hits Number top hits keep DIAMOND search. Default: 5. verbose Logical indicating progress messages printed. Default: FALSE. outdir Output directory DIAMOND results. default, output files saved temporary directory. threads Number threads use. Default: let DIAMOND auto-detect use available virtual cores machine. compare Character scalar indicating comparisons made running DIAMOND. Possible modes \"\" (-vs-comparisons), \"intraspecies\" (intraspecies comparisons ), \"interspecies\" (interspecies comparisons ). Alternatively, users can pass 2-column data frame input names species compared. ... additional arguments diamond blastp.","code":""},{"path":"/reference/run_diamond.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"list data frames containing DIAMOND's tabular output pairwise combination species. n species, list length \\(n^2\\).","code":""},{"path":"/reference/run_diamond.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"","code":"data(proteomes) data(annotation) seq <- process_input(proteomes, annotation)$seq[1:2] if(diamond_is_installed()) {     diamond_results <- run_diamond(seq) }"},{"path":"/reference/run_last.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to run last from an R session — run_last","title":"Wrapper to run last from an R session — run_last","text":"Wrapper run last R session","code":""},{"path":"/reference/run_last.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to run last from an R session — run_last","text":"","code":"run_last(   seq = NULL,   verbose = FALSE,   outdir = tempdir(),   threads = 1,   compare = \"all\",   lastD = 1e+06,   ... )"},{"path":"/reference/run_last.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to run last from an R session — run_last","text":"seq processed list AAStringSet objects returned process_input(). verbose Logical indicating progress messages printed. Default: FALSE. outdir Output directory last results. default, output files saved temporary directory. threads Number threads use. Default: 1. compare Character scalar indicating comparisons made running last. Possible modes \"\" (-vs-comparisons), \"intraspecies\" (intraspecies comparisons ), \"interspecies\" (interspecies comparisons ). Alternatively, users can pass 2-column data frame input names species compared. lastD last option D: query letters per random alignment. Default: 1e6. ... additional arguments lastal.","code":""},{"path":"/reference/run_last.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to run last from an R session — run_last","text":"list data frames containing last's tabular output pairwise combination species. n species, list length \\(n^2\\).","code":""},{"path":"/reference/run_last.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper to run last from an R session — run_last","text":"","code":"data(proteomes) data(annotation) seq <- process_input(proteomes, annotation)$seq[1:2] if(last_is_installed()) {     last_results <- run_last(seq) }"},{"path":"/reference/scerevisiae_annot.html","id":null,"dir":"Reference","previous_headings":"","what":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"Data obtained Ensembl Fungi. annotation data primary transcripts included.","code":""},{"path":"/reference/scerevisiae_annot.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"","code":"data(scerevisiae_annot)"},{"path":"/reference/scerevisiae_annot.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"GRangesList returned process_input() containing element Scerevisiae.","code":""},{"path":"/reference/scerevisiae_annot.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"","code":"data(scerevisiae_annot)"},{"path":"/reference/scerevisiae_diamond.html","id":null,"dir":"Reference","previous_headings":"","what":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"List obtained run_diamond().","code":""},{"path":"/reference/scerevisiae_diamond.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"","code":"data(scerevisiae_diamond)"},{"path":"/reference/scerevisiae_diamond.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"list data frames (length 1) containing whole paranome S. cerevisiae resulting intragenome similarity searches.","code":""},{"path":"/reference/scerevisiae_diamond.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"","code":"data(scerevisiae_diamond)"},{"path":"/reference/syntenet-package.html","id":null,"dir":"Reference","previous_headings":"","what":"syntenet: Inference And Analysis Of Synteny Networks — syntenet-package","title":"syntenet: Inference And Analysis Of Synteny Networks — syntenet-package","text":"syntenet can used infer synteny networks whole-genome protein sequences analyze . Anchor pairs detected MCScanX algorithm, ported package Rcpp framework R C++ integration. Anchor pairs synteny analyses treated undirected unweighted graph (.e., synteny network), users can perform: . network clustering; ii. phylogenomic profiling (identifying species contain clusters) ; iii. microsynteny-based phylogeny reconstruction maximum likelihood.","code":""},{"path":[]},{"path":"/reference/syntenet-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"syntenet: Inference And Analysis Of Synteny Networks — syntenet-package","text":"Maintainer: Fabrício Almeida-Silva fabricio_almeidasilva@hotmail.com (ORCID) Authors: Tao Zhao tao.zhao@nwafu.edu.cn (ORCID) Kristian K Ullrich ullrich@evolbio.mpg.de (ORCID) Yves Van de Peer yves.vandepeer@psb.vib-ugent.(ORCID)","code":""},{"path":"/news/index.html","id":"syntenet-0990","dir":"Changelog","previous_headings":"","what":"syntenet 0.99.0","title":"syntenet 0.99.0","text":"NEW FEATURES Added NEWS.md file track changes package.","code":""},{"path":"/news/index.html","id":"syntenet-0995","dir":"Changelog","previous_headings":"","what":"syntenet 0.99.5","title":"syntenet 0.99.5","text":"NEW FEATURES Replaced distance measure clustering phylogenomic profiles: vegan::vegdist labdsv::dsvdis","code":""},{"path":"/news/index.html","id":"syntenet-0997","dir":"Changelog","previous_headings":"","what":"syntenet 0.99.7","title":"syntenet 0.99.7","text":"NEW FEATURES Added functions fasta2AAStringSetlist gff2GRangesList help users read multiple FASTA GFF/GTF files list AAStringSet GRangesList, respectively. Updated vignette instruct users load FASTA GFF/GTF files R session.","code":""},{"path":"/news/index.html","id":"syntenet-111","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.1","title":"syntenet 1.1.1","text":"NEW FEATURES Ward’s clustering synteny clusters now performed prior plotting plot_profiles(), phylogenomic_profile(). consequence, phylogenomic_profile() now returns matrix profiles, list containing matrix hclust object. Added option handle names vector cluster_species new names display heatmap. way, species abbreviations can easily replaced species’ full names make plots look better. Added parameters dist_function dist_params allow users specify function parameters calculate distance matrix passed Ward’s clustering.","code":""},{"path":"/news/index.html","id":"syntenet-112","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.2","title":"syntenet 1.1.2","text":"NEW FEATURES Added parameters clust_function clust_params cluster_network() let users pass igraph::cluster_* function cluster synteny network. Added parameters clust_function clust_params plot_profiles() let users control method used cluster distance matrix (columns phylogenomic profiles). Updated vignette reflect changes mentioned included FAQ item instructions update R PATH variable.","code":""},{"path":"/news/index.html","id":"syntenet-113","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.3","title":"syntenet 1.1.3","text":"BUG FIXES Tidy evaluation aes_() deprecated ggplot 3.0.0, testthat now returns warnings . Replaced aes_() aes() .data rlang package.","code":""},{"path":"/news/index.html","id":"syntenet-114","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.4","title":"syntenet 1.1.4","text":"BUG FIXES Replaced sprintf calls snprintf calls C++ code address warnings devel branch Bioc UPDATES Added CITATION file reference published paper","code":""},{"path":"/news/index.html","id":"syntenet-115","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.5","title":"syntenet 1.1.5","text":"BUG FIXES Fixed species ID retrieval adding exported function named create_species_id_table() correctly creates unique species IDs (3-5 characters), even first 5 characters equal. intraspecies_synteny() interspecies_synteny() (originally unexported) now take output process_input(), makes consistent entire package. NEW FEATURES make easier users want run DIAMOND command line, added functions export_sequences() read_diamond(), write processed sequences FASTA files read DIAMOND output, respectively. example code run DIAMOND command line added vignette. Included section vignette use syntenet synteny detection program (.e., find synteny within single genome two genomes).","code":""},{"path":"/news/index.html","id":"syntenet-116","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.6","title":"syntenet 1.1.6","text":"BUG FIXES Added check IQ-TREE version installed. IQ-TREE2 installed (IQ-TREE), arguments call modified accordingly, IQ-TREE developers changed parameters (e.g., -bb now -B). NEW FEATURES Added parameter parse_collinearity() allows extraction synteny block information .collinearity files. vignette updated accordingly.","code":""},{"path":"/news/index.html","id":"syntenet-131","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.1","title":"syntenet 1.3.1","text":"NEW FEATURES Added function collapse_protein_ids() replace protein IDs sequence names (equivalent FASTA headers) gene IDs. multiple protein gene, onlt longest kept. Vignette updated accordingly.","code":""},{"path":"/news/index.html","id":"syntenet-132","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.2","title":"syntenet 1.3.2","text":"BUG FIXES Strand information now preserved output process_input() (users want plot synteny).","code":""},{"path":[]},{"path":"/news/index.html","id":"syntenet-134","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.4","title":"syntenet 1.3.4","text":"BUG FIXES","code":""},{"path":"/news/index.html","id":"syntenet-135","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.5","title":"syntenet 1.3.5","text":"NEW FEATURES Added function run_last() run alternative BLAST search. Vignette updated accordingly.","code":""}]
+[{"path":"/SUPPORT.html","id":null,"dir":"","previous_headings":"","what":"Getting help with syntenet","title":"Getting help with syntenet","text":"Thanks using syntenet! filing issue, places explore pieces put together make process smooth possible.","code":""},{"path":"/SUPPORT.html","id":"make-a-reprex","dir":"","previous_headings":"","what":"Make a reprex","title":"Getting help with syntenet","text":"Start making minimal reproducible example using reprex package. haven’t heard used reprex , ’re treat! Seriously, reprex make R-question-asking endeavors easier (pretty insane ROI five ten minutes ’ll take learn ’s ). additional reprex pointers, check Get help! section tidyverse site.","code":""},{"path":"/SUPPORT.html","id":"where-to-ask","dir":"","previous_headings":"","what":"Where to ask?","title":"Getting help with syntenet","text":"Armed reprex, next step figure ask. See also Bioconductor help website. ’s question: start community.rstudio.com, /StackOverflow. Bioconductor-related question, please ask Bioconductor Support Website using appropriate package tag (website send automatic email package authors). people answer questions. ’s bug: ’re right place, file issue. ’re sure: let community help figure ! problem bug feature request, can easily return report . opening new issue, sure search issues pull requests make sure bug hasn’t reported /already fixed development version. default, search pre-populated :issue :open. can edit qualifiers (e.g. :pr, :closed) needed. example, ’d simply remove :open search issues repo, open closed.","code":""},{"path":"/SUPPORT.html","id":"what-happens-next","dir":"","previous_headings":"","what":"What happens next?","title":"Getting help with syntenet","text":"efficient possible, development tidyverse packages tends bursty, shouldn’t worry don’t get immediate response. Typically don’t look repo sufficient quantity issues accumulates, ’s burst intense activity focus efforts. makes development efficient avoids expensive context switching problems, cost taking longer get back . process makes good reprex particularly important might multiple months initial report start working . can’t reproduce bug, can’t fix !","code":""},{"path":"/articles/syntenet.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"Inference and Analysis of Synteny Networks","text":"analysis synteny (.e., conserved gene content order genomic segment across species) can help understand trajectory duplicated genes evolution. particular, synteny analyses widely used investigate evolution genes derived whole-genome duplication (WGD) events, can reveal genomic rearrangements happened following duplication chromosomes. However, synteny analysis typically performed pairwise manner, can difficult explore interpret comparing several species. understand global patterns synteny, Zhao Schranz (2017) proposed network-based approach analyze synteny. synteny networks, genes given syntenic block represented nodes connected edge. Synteny networks used explore, among others, global synteny patterns mammalian angiosperm genomes (Zhao Schranz 2019), evolution MADS-box transcription factors (Zhao et al. 2017), infer microsynteny-based phylogeny angiosperms (Zhao et al. 2021). syntenet package can used infer synteny networks protein sequences perform downstream network analyses include: Network clustering using Infomap algorithm; Phylogenomic profiling, consists identifying species contain clusters. analysis can reveal highly conserved synteny clusters taxon-specific ones (e.g., family- order-specific clusters); Microsynteny-based phylogeny reconstruction maximum likelihood, can achieved inferring phylogeny binary matrix phylogenomic profiles IQ-TREE.","code":""},{"path":"/articles/syntenet.html","id":"installation","dir":"Articles","previous_headings":"","what":"Installation","title":"Inference and Analysis of Synteny Networks","text":"syntenet can installed Bioconductor following code:","code":"if(!requireNamespace('BiocManager', quietly = TRUE))   install.packages('BiocManager')  BiocManager::install(\"syntenet\") # Load package after installation library(syntenet)"},{"path":"/articles/syntenet.html","id":"data-description","dir":"Articles","previous_headings":"","what":"Data description","title":"Inference and Analysis of Synteny Networks","text":"vignette, use proteomes gene annotation algae species Ostreococcus lucimarinus Ostreococcus sp RCC809, obtained Pico-PLAZA 3.0 (Vandepoele et al. 2013).","code":"# Protein sequences data(proteomes) head(proteomes) #> $Olucimarinus #> AAStringSet object of length 1901: #>        width seq                                            names                #>    [1]   911 MTTMADERASIARVSVVKYGAI...VQLYTYPGSTNDPNFLLKLA* OL01G00010 #>    [2]   789 MGGRRCFCSRSSPVGVGAPAPA...PPQCGADIEAGSEPPPDKCG* OL01G00020 #>    [3]   618 MTRAKDAIVVDDGNDDDDDDDD...RDASASLALALAFSSEESVV* OL01G00030 #>    [4]   547 MPTKAQCWVVSYARVRDGASRS...TGSVSARASIFGEQASFRKA* OL01G00040 #>    [5]   319 MFTASHTTSKVTLRARVATQPR...HNGMALWRETTPKDSLIPAL* OL01G00050 #>    ...   ... ... #> [1897]   106 MAANDGETKLPEDGWIQPCFAC...RAIVDQVGGEHLKGSLMPIE* OL03G05910 #> [1898]    70 RMGIVKLATDGSVWVHSPIELD...QQWKDAYPGATLYACPGLKSK OL03G05920 #> [1899]   680 MDDAHDARWATTSARDGERARA...RSVGPSASDKILEALFPVAD* OL03G05930 #> [1900]   179 MRAVRERSKANLAARVKEEATR...ELERTRELFARARVRAYECI* OL03G05940 #> [1901]    83 MFVREARRAIPRFIKDPPQAFH...ESGDVRSVEGEVCGAVLVDE* OL03G05950 #>  #> $OspRCC809 #> AAStringSet object of length 1433: #>        width seq                                            names                #>    [1]   274 MASTTGSAARRVFVDVEKTVNG...DVLSLGQGSLSGESSSSDEE* ORCC809_01G00010 #>    [2]   175 MDQMRAANAQRSYLLFFVLFFL...SRRLLGRLDSEHTDLHPSWR* ORCC809_01G00020 #>    [3]   403 MTAPRVRASRRATATAAATVTA...LTERDLRYMEPKATIEEWMG* ORCC809_01G00030 #>    [4]   217 MTIDADGDDTLAPHAPAHGEVS...LIRLRGVEKTPTVDPPPPPP* ORCC809_01G00040 #>    [5]  1691 RIEADEKSLLVFGKESPVRTAC...VRMGNNVVTSRYASSESEEDV ORCC809_01G00050 #>    ...   ... ... #> [1429]   428 MVDANATTQTFVLEAEQELRVE...DLPSNVLLVGNLKWLGEDGK* ORCC809_03G02980 #> [1430]   378 MSVPRTTLRRIPLGNARDVLVT...ETLKAIDAVHAQCRDPCIAT* ORCC809_03G02990 #> [1431]  1156 MRATSAPSIVSFVARVACLFVA...CAFGTSLASFVVERARRLEN* ORCC809_03G03000 #> [1432]   541 MAITVFLTDHGRRASALTFLVV...GFGVGAVKFMLAPEMVKSLA* ORCC809_03G03010 #> [1433]   289 MSLSSLRSFSRSISSAPGGRSC...EPEEPEPEEPEPEEPEEPEP* ORCC809_03G03020  # Annotation (ranges) data(annotation) head(annotation) #> GRangesList object of length 2: #> $Olucimarinus #> GRanges object with 1903 ranges and 4 metadata columns: #>          seqnames        ranges strand |     type          ID        Name #>             <Rle>     <IRanges>  <Rle> | <factor> <character> <character> #>      [1]    Chr_1      939-3671      - |     gene  OL01G00010  OL01G00010 #>      [2]    Chr_1     3907-6927      + |     gene  OL01G00020  OL01G00020 #>      [3]    Chr_1     7085-9160      + |     gene  OL01G00030  OL01G00030 #>      [4]    Chr_1    9830-11480      + |     gene  OL01G00040  OL01G00040 #>      [5]    Chr_1   11467-12599      - |     gene  OL01G00050  OL01G00050 #>      ...      ...           ...    ... .      ...         ...         ... #>   [1899]    Chr_3 977435-977752      - |     gene  OL03G05910  OL03G05910 #>   [1900]    Chr_3 978702-978911      - |     gene  OL03G05920  OL03G05920 #>   [1901]    Chr_3 979281-981320      - |     gene  OL03G05930  OL03G05930 #>   [1902]    Chr_3 981778-982314      + |     gene  OL03G05940  OL03G05940 #>   [1903]    Chr_3 982498-982746      + |     gene  OL03G05950  OL03G05950 #>              gene_id #>          <character> #>      [1]  OL01G00010 #>      [2]  OL01G00020 #>      [3]  OL01G00030 #>      [4]  OL01G00040 #>      [5]  OL01G00050 #>      ...         ... #>   [1899]  OL03G05910 #>   [1900]  OL03G05920 #>   [1901]  OL03G05930 #>   [1902]  OL03G05940 #>   [1903]  OL03G05950 #>   ------- #>   seqinfo: 6 sequences from an unspecified genome; no seqlengths #>  #> $OspRCC809 #> GRanges object with 1433 ranges and 4 metadata columns: #>          seqnames        ranges strand |     type               ID #>             <Rle>     <IRanges>  <Rle> | <factor>      <character> #>      [1]    chr_1      321-1142      - |     gene ORCC809_01G00010 #>      [2]    chr_1     1463-2089      + |     gene ORCC809_01G00020 #>      [3]    chr_1     2162-3370      - |     gene ORCC809_01G00030 #>      [4]    chr_1     3774-4424      - |     gene ORCC809_01G00040 #>      [5]    chr_1     4693-9924      - |     gene ORCC809_01G00050 #>      ...      ...           ...    ... .      ...              ... #>   [1429]    chr_3 504915-506198      - |     gene ORCC809_03G02980 #>   [1430]    chr_3 506377-507510      + |     gene ORCC809_03G02990 #>   [1431]    chr_3 507856-511323      + |     gene ORCC809_03G03000 #>   [1432]    chr_3 511533-513155      - |     gene ORCC809_03G03010 #>   [1433]    chr_3 513841-514707      + |     gene ORCC809_03G03020 #>                      Name          gene_id #>               <character>      <character> #>      [1] ORCC809_01G00010 ORCC809_01G00010 #>      [2] ORCC809_01G00020 ORCC809_01G00020 #>      [3] ORCC809_01G00030 ORCC809_01G00030 #>      [4] ORCC809_01G00040 ORCC809_01G00040 #>      [5] ORCC809_01G00050 ORCC809_01G00050 #>      ...              ...              ... #>   [1429] ORCC809_03G02980 ORCC809_03G02980 #>   [1430] ORCC809_03G02990 ORCC809_03G02990 #>   [1431] ORCC809_03G03000 ORCC809_03G03000 #>   [1432] ORCC809_03G03010 ORCC809_03G03010 #>   [1433] ORCC809_03G03020 ORCC809_03G03020 #>   ------- #>   seqinfo: 6 sequences from an unspecified genome; no seqlengths"},{"path":"/articles/syntenet.html","id":"importing-data-to-the-r-session","dir":"Articles","previous_headings":"","what":"Importing data to the R session","title":"Inference and Analysis of Synteny Networks","text":"detect synteny infer synteny networks, syntenet requires two objects input: seq: list AAStringSet objects containing translated sequences primary transcripts species. annotation: GRangesList CompressedGRangesList object containing coordinates genes seq. whole-genome protein sequences FASTA files, store FASTA files directory use function fasta2AAStringSetlist() read FASTA files list AAStringSet objects. Likewise, gene annotation GFF/GFF3/GTF files, store files directory use function gff2GRangesList() read GFF/GFF3/GTF files GRangesList object. demonstration, read example FASTA GFF3 files stored subdirectories named sequences/ annotation/, located extdata/ directory package.","code":""},{"path":"/articles/syntenet.html","id":"from-fasta-files-to-a-list-of-aastringset-objects","dir":"Articles","previous_headings":"Importing data to the R session","what":"From FASTA files to a list of AAStringSet objects","title":"Inference and Analysis of Synteny Networks","text":"can use fasta2AAStringSetlist() read FASTA files directory list AAStringSet objects. ’s ! Now list AAStringSet objects.","code":"# Path to directory containing FASTA files fasta_dir <- system.file(\"extdata\", \"sequences\", package = \"syntenet\") fasta_dir #> [1] \"/__w/_temp/Library/syntenet/extdata/sequences\"  dir(fasta_dir) # see the contents of the directory #> [1] \"Olucimarinus.fa.gz\" \"OspRCC809.fa.gz\"  # Read all FASTA files in `fasta_dir` aastringsetlist <- fasta2AAStringSetlist(fasta_dir) aastringsetlist #> $Olucimarinus #> AAStringSet object of length 100: #>       width seq                                             names                #>   [1]   911 MTTMADERASIARVSVVKYGAI...DVQLYTYPGSTNDPNFLLKLA* OL01G00010 #>   [2]   789 MGGRRCFCSRSSPVGVGAPAPA...FPPQCGADIEAGSEPPPDKCG* OL01G00020 #>   [3]   618 MTRAKDAIVVDDGNDDDDDDDD...DRDASASLALALAFSSEESVV* OL01G00030 #>   [4]   547 MPTKAQCWVVSYARVRDGASRS...VTGSVSARASIFGEQASFRKA* OL01G00040 #>   [5]   319 MFTASHTTSKVTLRARVATQPR...LHNGMALWRETTPKDSLIPAL* OL01G00050 #>   ...   ... ... #>  [96]   476 MVPARNFLDGANAREVELDRVV...VMRKLREPDSVARLAGQTGVR* OL01G00960 #>  [97]   771 MARHRGTRGGWNATTTEGGDGR...SIPDDGFDESSSVSASTIDGF* OL01G00970 #>  [98]   494 MDSEFWGCVIPAGRAVRVEVAT...FIKSRKDLFTIDGAYVRLVKK* OL01G00980 #>  [99]   264 VRAIVGATTRIQTRAPPRANHR...DWSFISDEFQDDASDSEVIDR* OL01G00990 #> [100]   565 MQLDAFRKATVKGVATRVGGAD...QLADLLRKNMGVPAKFIDAQN* OL01G01000 #>  #> $OspRCC809 #> AAStringSet object of length 100: #>       width seq                                             names                #>   [1]   274 MASTTGSAARRVFVDVEKTVNG...WDVLSLGQGSLSGESSSSDEE* ORCC809_01G00010 #>   [2]   175 MDQMRAANAQRSYLLFFVLFFL...SSRRLLGRLDSEHTDLHPSWR* ORCC809_01G00020 #>   [3]   403 MTAPRVRASRRATATAAATVTA...ALTERDLRYMEPKATIEEWMG* ORCC809_01G00030 #>   [4]   217 MTIDADGDDTLAPHAPAHGEVS...SLIRLRGVEKTPTVDPPPPPP* ORCC809_01G00040 #>   [5]  1691 RIEADEKSLLVFGKESPVRTAC...SVRMGNNVVTSRYASSESEEDV ORCC809_01G00050 #>   ...   ... ... #>  [96]   357 MSRGLADNWDDAEGYYCARIGE...TVNEALQHPFIVERIRTTAPN* ORCC809_01G00960 #>  [97]   164 MAMDSFRSAPRSRRRVEATSRE...SKPVKPVREPVRMVEASTGAH* ORCC809_01G00970 #>  [98]    85 MPEGTVFIGNIPYDATESSLTE...NLNAREYNGRQLRVDHAETMKG ORCC809_01G00980 #>  [99]   229 MKGGGGASGAAASANGNGAVGG...PDQRAQVEYLRQLAAQQGMVR* ORCC809_01G00990 #> [100]   103 RKAGGERWEDSSLAEWPENDFR...EMAGKFIGNRPVKLRKSAWNER ORCC809_01G01000"},{"path":"/articles/syntenet.html","id":"from-gffgtf-files-to-a-grangeslist-object","dir":"Articles","previous_headings":"Importing data to the R session","what":"From GFF/GTF files to a GRangesList object","title":"Inference and Analysis of Synteny Networks","text":"can use gff2GRangesList() read GFF/GFF3/GTF files directory GRangesList object. now GRangesList object.","code":"# Path to directory containing FASTA files gff_dir <- system.file(\"extdata\", \"annotation\", package = \"syntenet\") gff_dir #> [1] \"/__w/_temp/Library/syntenet/extdata/annotation\"  dir(gff_dir) # see the contents of the directory #> [1] \"Olucimarinus.gff3.gz\" \"OspRCC809.gff3.gz\"  # Read all FASTA files in `fasta_dir` grangeslist <- gff2GRangesList(gff_dir) grangeslist #> GRangesList object of length 2: #> $Olucimarinus #> GRanges object with 100 ranges and 7 metadata columns: #>         seqnames        ranges strand |      source     type     score #>            <Rle>     <IRanges>  <Rle> |    <factor> <factor> <numeric> #>     [1]    Chr_1      939-3671      - | rtracklayer     gene        NA #>     [2]    Chr_1     3907-6927      + | rtracklayer     gene        NA #>     [3]    Chr_1     7085-9160      + | rtracklayer     gene        NA #>     [4]    Chr_1    9830-11480      + | rtracklayer     gene        NA #>     [5]    Chr_1   11467-12599      - | rtracklayer     gene        NA #>     ...      ...           ...    ... .         ...      ...       ... #>    [96]    Chr_1 170975-172402      + | rtracklayer     gene        NA #>    [97]    Chr_1 172445-174757      - | rtracklayer     gene        NA #>    [98]    Chr_1 175358-176839      + | rtracklayer     gene        NA #>    [99]    Chr_1 176901-177692      - | rtracklayer     gene        NA #>   [100]    Chr_1 177742-179436      - | rtracklayer     gene        NA #>             phase          ID        Name     gene_id #>         <integer> <character> <character> <character> #>     [1]      <NA>  OL01G00010  OL01G00010  OL01G00010 #>     [2]      <NA>  OL01G00020  OL01G00020  OL01G00020 #>     [3]      <NA>  OL01G00030  OL01G00030  OL01G00030 #>     [4]      <NA>  OL01G00040  OL01G00040  OL01G00040 #>     [5]      <NA>  OL01G00050  OL01G00050  OL01G00050 #>     ...       ...         ...         ...         ... #>    [96]      <NA>  OL01G00960  OL01G00960  OL01G00960 #>    [97]      <NA>  OL01G00970  OL01G00970  OL01G00970 #>    [98]      <NA>  OL01G00980  OL01G00980  OL01G00980 #>    [99]      <NA>  OL01G00990  OL01G00990  OL01G00990 #>   [100]      <NA>  OL01G01000  OL01G01000  OL01G01000 #>   ------- #>   seqinfo: 2 sequences from an unspecified genome; no seqlengths #>  #> $OspRCC809 #> GRanges object with 100 ranges and 7 metadata columns: #>         seqnames        ranges strand |      source     type     score #>            <Rle>     <IRanges>  <Rle> |    <factor> <factor> <numeric> #>     [1]    chr_1      321-1142      - | rtracklayer     gene        NA #>     [2]    chr_1     1463-2089      + | rtracklayer     gene        NA #>     [3]    chr_1     2162-3370      - | rtracklayer     gene        NA #>     [4]    chr_1     3774-4424      - | rtracklayer     gene        NA #>     [5]    chr_1     4693-9924      - | rtracklayer     gene        NA #>     ...      ...           ...    ... .         ...      ...       ... #>    [96]    chr_1 165459-166529      - | rtracklayer     gene        NA #>    [97]    chr_1 166654-167213      - | rtracklayer     gene        NA #>    [98]    chr_1 167296-167550      + | rtracklayer     gene        NA #>    [99]    chr_1 167542-168228      + | rtracklayer     gene        NA #>   [100]    chr_1 168639-168947      - | rtracklayer     gene        NA #>             phase               ID             Name          gene_id #>         <integer>      <character>      <character>      <character> #>     [1]      <NA> ORCC809_01G00010 ORCC809_01G00010 ORCC809_01G00010 #>     [2]      <NA> ORCC809_01G00020 ORCC809_01G00020 ORCC809_01G00020 #>     [3]      <NA> ORCC809_01G00030 ORCC809_01G00030 ORCC809_01G00030 #>     [4]      <NA> ORCC809_01G00040 ORCC809_01G00040 ORCC809_01G00040 #>     [5]      <NA> ORCC809_01G00050 ORCC809_01G00050 ORCC809_01G00050 #>     ...       ...              ...              ...              ... #>    [96]      <NA> ORCC809_01G00960 ORCC809_01G00960 ORCC809_01G00960 #>    [97]      <NA> ORCC809_01G00970 ORCC809_01G00970 ORCC809_01G00970 #>    [98]      <NA> ORCC809_01G00980 ORCC809_01G00980 ORCC809_01G00980 #>    [99]      <NA> ORCC809_01G00990 ORCC809_01G00990 ORCC809_01G00990 #>   [100]      <NA> ORCC809_01G01000 ORCC809_01G01000 ORCC809_01G01000 #>   ------- #>   seqinfo: 2 sequences from an unspecified genome; no seqlengths"},{"path":"/articles/syntenet.html","id":"data-preprocessing","dir":"Articles","previous_headings":"","what":"Data preprocessing","title":"Inference and Analysis of Synteny Networks","text":"first part pipeline consists processing data make match standard structure. However, processing data synteny detection, must use function check_input() check data can enter pipeline. function checks input data 3 required conditions: Names seq list (.e., names(seq)) match names annotation GRangesList/CompressedGRangesList (.e., names(annotation)) species (list elements), number sequences seq greater number genes annotation. way ensure users input translated sequences multiple isoforms gene (generated alternative splicing). Ideally, number sequences seq equal number genes annotation, may always stand true non-protein-coding genes. species, sequence names (.e., names(seq[[x]]), equivalent FASTA headers) match gene names annotation. default, syntenet looks gene IDs column named “gene_id” GRanges objects (default field GFF3 files). gene IDs different column (e.g., “Name”), can specify gene_field parameter check_input() process_input(). Let’s check example data sets satisfy 3 criteria: can see, data passed checks. Now, let’s process function process_input(). function processes input sequences annotation : Remove whitespace anything sequence names (.e., names(seq[[x]]), equivalent FASTA headers), . Add unique species identifier sequence names. species identifier consists first 3-5 strings element name. instance, first element seq list named “Athaliana”, sequence identifier “Atha_” added beginning gene name (e.g., Atha_AT1G01010). sequences asterisk (*) representing stop codon, remove . Add unique species identifier () gene chromosome names element annotation GRangesList/CompressedGRangesList. Filter element annotation GRangesList/CompressedGRangesList keep seqnames, ranges, gene ID. Let’s process input data:","code":"check_input(proteomes, annotation) #> [1] TRUE pdata <- process_input(proteomes, annotation)  # Looking at the processed data pdata$seq #> $Olucimarinus #> AAStringSet object of length 1901: #>        width seq                                            names                #>    [1]   910 MTTMADERASIARVSVVKYGAI...DVQLYTYPGSTNDPNFLLKLA Olu_OL01G00010 #>    [2]   788 MGGRRCFCSRSSPVGVGAPAPA...FPPQCGADIEAGSEPPPDKCG Olu_OL01G00020 #>    [3]   617 MTRAKDAIVVDDGNDDDDDDDD...DRDASASLALALAFSSEESVV Olu_OL01G00030 #>    [4]   546 MPTKAQCWVVSYARVRDGASRS...VTGSVSARASIFGEQASFRKA Olu_OL01G00040 #>    [5]   318 MFTASHTTSKVTLRARVATQPR...LHNGMALWRETTPKDSLIPAL Olu_OL01G00050 #>    ...   ... ... #> [1897]   105 MAANDGETKLPEDGWIQPCFAC...LRAIVDQVGGEHLKGSLMPIE Olu_OL03G05910 #> [1898]    69 RMGIVKLATDGSVWVHSPIELD...AQQWKDAYPGATLYACPGLKS Olu_OL03G05920 #> [1899]   679 MDDAHDARWATTSARDGERARA...ARSVGPSASDKILEALFPVAD Olu_OL03G05930 #> [1900]   178 MRAVRERSKANLAARVKEEATR...LELERTRELFARARVRAYECI Olu_OL03G05940 #> [1901]    82 MFVREARRAIPRFIKDPPQAFH...QESGDVRSVEGEVCGAVLVDE Olu_OL03G05950 #>  #> $OspRCC809 #> AAStringSet object of length 1433: #>        width seq                                            names                #>    [1]   273 MASTTGSAARRVFVDVEKTVNG...WDVLSLGQGSLSGESSSSDEE Osp_ORCC809_01G00010 #>    [2]   174 MDQMRAANAQRSYLLFFVLFFL...SSRRLLGRLDSEHTDLHPSWR Osp_ORCC809_01G00020 #>    [3]   402 MTAPRVRASRRATATAAATVTA...ALTERDLRYMEPKATIEEWMG Osp_ORCC809_01G00030 #>    [4]   216 MTIDADGDDTLAPHAPAHGEVS...SLIRLRGVEKTPTVDPPPPPP Osp_ORCC809_01G00040 #>    [5]  1690 RIEADEKSLLVFGKESPVRTAC...SVRMGNNVVTSRYASSESEED Osp_ORCC809_01G00050 #>    ...   ... ... #> [1429]   427 MVDANATTQTFVLEAEQELRVE...GDLPSNVLLVGNLKWLGEDGK Osp_ORCC809_03G02980 #> [1430]   377 MSVPRTTLRRIPLGNARDVLVT...KETLKAIDAVHAQCRDPCIAT Osp_ORCC809_03G02990 #> [1431]  1155 MRATSAPSIVSFVARVACLFVA...ACAFGTSLASFVVERARRLEN Osp_ORCC809_03G03000 #> [1432]   540 MAITVFLTDHGRRASALTFLVV...PGFGVGAVKFMLAPEMVKSLA Osp_ORCC809_03G03010 #> [1433]   288 MSLSSLRSFSRSISSAPGGRSC...EEPEEPEPEEPEPEEPEEPEP Osp_ORCC809_03G03020 pdata$annotation #> $Olucimarinus #> GRanges object with 1903 ranges and 1 metadata column: #>           seqnames        ranges strand |           gene #>              <Rle>     <IRanges>  <Rle> |    <character> #>      [1] Olu_Chr_1      939-3671      - | Olu_OL01G00010 #>      [2] Olu_Chr_1     3907-6927      + | Olu_OL01G00020 #>      [3] Olu_Chr_1     7085-9160      + | Olu_OL01G00030 #>      [4] Olu_Chr_1    9830-11480      + | Olu_OL01G00040 #>      [5] Olu_Chr_1   11467-12599      - | Olu_OL01G00050 #>      ...       ...           ...    ... .            ... #>   [1899] Olu_Chr_3 977435-977752      - | Olu_OL03G05910 #>   [1900] Olu_Chr_3 978702-978911      - | Olu_OL03G05920 #>   [1901] Olu_Chr_3 979281-981320      - | Olu_OL03G05930 #>   [1902] Olu_Chr_3 981778-982314      + | Olu_OL03G05940 #>   [1903] Olu_Chr_3 982498-982746      + | Olu_OL03G05950 #>   ------- #>   seqinfo: 3 sequences from an unspecified genome; no seqlengths #>  #> $OspRCC809 #> GRanges object with 1433 ranges and 1 metadata column: #>           seqnames        ranges strand |                 gene #>              <Rle>     <IRanges>  <Rle> |          <character> #>      [1] Osp_chr_1      321-1142      - | Osp_ORCC809_01G00010 #>      [2] Osp_chr_1     1463-2089      + | Osp_ORCC809_01G00020 #>      [3] Osp_chr_1     2162-3370      - | Osp_ORCC809_01G00030 #>      [4] Osp_chr_1     3774-4424      - | Osp_ORCC809_01G00040 #>      [5] Osp_chr_1     4693-9924      - | Osp_ORCC809_01G00050 #>      ...       ...           ...    ... .                  ... #>   [1429] Osp_chr_3 504915-506198      - | Osp_ORCC809_03G02980 #>   [1430] Osp_chr_3 506377-507510      + | Osp_ORCC809_03G02990 #>   [1431] Osp_chr_3 507856-511323      + | Osp_ORCC809_03G03000 #>   [1432] Osp_chr_3 511533-513155      - | Osp_ORCC809_03G03010 #>   [1433] Osp_chr_3 513841-514707      + | Osp_ORCC809_03G03020 #>   ------- #>   seqinfo: 3 sequences from an unspecified genome; no seqlengths"},{"path":"/articles/syntenet.html","id":"synteny-network-inference","dir":"Articles","previous_headings":"","what":"Synteny network inference","title":"Inference and Analysis of Synteny Networks","text":"Now processed data, can infer synteny network. detect synteny, need tabular output BLASTp (Altschul et al. 1997) similar programs. get , can use functions run_diamond(), run_last(), runs DIAMOND (Buchfink, Reuter, Drost 2021) last (Kiełbasa et al. 2011) R session automatically parses output list data frames 1. Let’s demonstrate run_diamond() works. Needless say, need DIAMOND installed machine PATH run function. check DIAMOND installed, use function diamond_is_installed() 2. output run_diamond() list data frames containing tabular output -vs-DIAMOND searches. Let’s take look . Now, can use list DIAMOND data frames detect synteny. , reimplemented popular MCScanX algorithm (Y. Wang et al. 2012), originally written C++, using Rcpp (Eddelbuettel François 2011) framework R C++ integration. means syntenet comes native version MCScanX algorithm, can run MCScanX R without install . Amazing, huh? detect synteny infer synteny network, use function infer_syntenet(). output network represented -called edge list (.e., 2-column data frame node 1 node 2 columns 1 2, respectively). synteny network, row edge list represents anchor pair. edge list , example, genes Olu_OL01G00070 Osp_ORCC809_01G06520 anchor pair (.e., duplicates derived large-scale duplication event). Note gene IDs preceded IDs created process_input(). hood, process_input() uses function create_species_id_table() create unique IDs names seq annotation lists. obtain data frame IDs corresponding species, can use following code:","code":"data(blast_list) if(diamond_is_installed()) {     blast_list <- run_diamond(seq = pdata$seq) } # List names names(blast_list) #> [1] \"Olucimarinus_Olucimarinus\" \"Olucimarinus_OspRCC809\"    #> [3] \"OspRCC809_Olucimarinus\"    \"OspRCC809_OspRCC809\"  # Inspect first data frame head(blast_list$Olucimarinus_Olucimarinus) #>            query             db perc_identity length mismatches gap_open qstart #> 1 Olu_OL01G00010 Olu_OL01G00010         100.0    910          0        0      1 #> 2 Olu_OL01G00010 Olu_OL01G00020          30.0    494        310       10    427 #> 3 Olu_OL01G00020 Olu_OL01G00020         100.0    788          0        0      1 #> 4 Olu_OL01G00020 Olu_OL01G00010          28.7    614        370       17    155 #> 5 Olu_OL01G00030 Olu_OL01G00030         100.0    617          0        0      1 #> 6 Olu_OL01G00040 Olu_OL01G00040         100.0    546          0        0      1 #>   qend tstart tend   evalue bitscore #> 1  910      1  910 0.00e+00     1623 #> 2  894    270  753 1.67e-54      199 #> 3  788      1  788 0.00e+00     1363 #> 4  753    334  894 3.98e-56      204 #> 5  617      1  617 0.00e+00     1046 #> 6  546      1  546 0.00e+00     1035 # Infer synteny network net <- infer_syntenet(blast_list, pdata$annotation)  # Look at the output head(net) #>          Anchor1              Anchor2 #> 1 Olu_OL01G00070 Osp_ORCC809_01G06520 #> 2 Olu_OL01G00100 Osp_ORCC809_01G06480 #> 3 Olu_OL01G00130 Osp_ORCC809_01G06440 #> 4 Olu_OL01G00150 Osp_ORCC809_01G06420 #> 5 Olu_OL01G00160 Osp_ORCC809_01G06410 #> 6 Olu_OL01G00170 Osp_ORCC809_01G06400 # Get a 2-column data frame of species IDs and names id_table <- create_species_id_table(names(proteomes))  id_table #>   species_id species_name #> 1        Olu Olucimarinus #> 2        Osp    OspRCC809"},{"path":"/articles/syntenet.html","id":"phylogenomic-profiling","dir":"Articles","previous_headings":"","what":"Phylogenomic profiling","title":"Inference and Analysis of Synteny Networks","text":"inferring synteny network, first thing want cluster network identify phylogenetic groups contained cluster. call phylogenomic profiling. way, can identify clade-specific clusters, highly conserved clusters, instance. , use example network BUSCO genes 25 eudicot species, obtained Zhao Schranz (2019). obtain phylogenomic profiles, first need cluster network. can done cluster_network(). 3 Now gene assigned cluster, can identify phylogenomic profiles cluster. function returns matrix phylogenomic profiles, clusters rows species columns. plot worth thousand words (numbers), can use function plot_profiles() visualize phylogenomic profiles heatmap species rows synteny network clusters columns. heatmap generated function highly customizable users. important remarks : can add legend species metadata (e.g., taxonomic information) passing 2-column data frame parameter species_annotation. Columns (network clusters) grouped Ward’s clustering matrix distances. method compute distance matrix can defined users parameters dist_function dist_params. default, uses function stats::dist() parameter method = \"euclidean\". Likewise, function cluster distance matrix additional parameters can specified clust_function clust_params. default, uses stats::hclust parameter method = \"ward.D\". order species displayed can defined users parameter cluster_species. strongly recommend passing vector species order matches species tree, patterns can explored phylogenetic context. Importantly, character vector named, vector names used species names plot. nice way replace species abbreviations full names. , briefly demonstrate play parameters just mentioned 3 remarks , : Create vector order want species displayed, longer species names vector names. Create metadata data frame containing family species. Use function dsvdis() labdsv package calculate Ruzicka distances clustering columns.  heatmap nice way observe patterns. instance, can see Rosaceae-specific clusters, Fabaceae-specific clusters, highly conserved ones well. want explore details group-specific clusters, can use function find_GS_clusters(). , need input profiles matrix data frame species annotation (.e., species groups). can see, 414 family-specific clusters network. Let’s plot heatmap group-specific clusters .  Pretty cool, huh? can also visualize clusters network plot function plot_network(). example, let’s visualize group-specific clusters.","code":"# Load example data and take a look at it data(network) head(network) #>       node1           node2 #> 1 cca_23646  Lang_109327134 #> 2 cca_23646  Lang_109328075 #> 3 cca_23646   Mnot_21394516 #> 4 cca_23646  Zjuj_107413994 #> 5 cca_23646 adu_Aradu.8SN53 #> 6 cca_23646     car_14082.1  # Cluster network clusters <- cluster_network(network) head(clusters) #>        Gene Cluster #> 1 cca_23646       1 #> 2 cca_23668       2 #> 3 cca_32926       3 #> 4 cca_26186       4 #> 5 cca_24381       5 #> 6 cca_24396       6 # Phylogenomic profiling profiles <- phylogenomic_profile(clusters)  # Exploring the output head(profiles) #>     #>     adu car cca fve gma hlu jcu Lang lja lus mdo mes Mnot mtr pbr pmu ppe ptr #>   1   1   1   1   1   2   0   0    2   1   2   2   1    1   1   3   1   1   1 #>   2   1   1   1   1   1   0   0    1   0   1   1   1    1   1   1   1   1   1 #>   3   0   1   1   1   1   0   0    1   1   2   1   1    1   1   1   1   1   1 #>   4   0   1   1   1   2   0   1    2   1   2   0   2    1   1   1   1   1   0 #>   5   1   1   1   1   2   0   1    0   0   0   1   1    1   1   1   1   1   1 #>   6   2   1   2   1   3   0   1    2   0   2   2   1    1   2   2   1   1   2 #>     #>     pvu rco roc tpr van vra Zjuj #>   1   1   1   1   1   1   1    1 #>   2   1   0   0   1   1   1    1 #>   3   1   1   1   1   0   0    1 #>   4   1   1   0   1   1   0    1 #>   5   1   1   1   1   1   2    1 #>   6   1   1   1   1   0   1    1 # 1) Create a named vector of custom species order to plot species_order <- setNames(     # vector elements     c(         \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",         \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",         \"Mnot\", \"Zjuj\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\"     ),     # vector names     c(         \"V. radiata\", \"V. angularis\", \"P. vulgaris\", \"G. max\", \"C. cajan\",         \"T. pratense\", \"M. truncatula\", \"A. duranensis\", \"L. japonicus\",         \"L. angustifolius\", \"C. arietinum\", \"P. mume\", \"P. persica\",         \"P. bretschneideri\", \"M. domestica\", \"R. occidentalis\",          \"F. vesca\", \"M. notabilis\", \"Z. jujuba\",         \"J. curcas\", \"M. esculenta\", \"R. communis\",          \"L. usitatissimum\", \"P. trichocarpa\"     ) ) species_order #>        V. radiata      V. angularis       P. vulgaris            G. max  #>             \"vra\"             \"van\"             \"pvu\"             \"gma\"  #>          C. cajan       T. pratense     M. truncatula     A. duranensis  #>             \"cca\"             \"tpr\"             \"mtr\"             \"adu\"  #>      L. japonicus  L. angustifolius      C. arietinum           P. mume  #>             \"lja\"            \"Lang\"             \"car\"             \"pmu\"  #>        P. persica P. bretschneideri      M. domestica   R. occidentalis  #>             \"ppe\"             \"pbr\"             \"mdo\"             \"roc\"  #>          F. vesca      M. notabilis         Z. jujuba         J. curcas  #>             \"fve\"            \"Mnot\"            \"Zjuj\"             \"jcu\"  #>      M. esculenta       R. communis  L. usitatissimum    P. trichocarpa  #>             \"mes\"             \"rco\"             \"lus\"             \"ptr\"  # 2) Create a metadata data frame containing the family of each species species_annotation <- data.frame(     Species = species_order,     Family = c(         rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),         \"Moraceae\", \"Ramnaceae\", rep(\"Euphorbiaceae\", 3),          \"Linaceae\", \"Salicaceae\"     ) ) head(species_annotation) #>              Species   Family #> V. radiata       vra Fabaceae #> V. angularis     van Fabaceae #> P. vulgaris      pvu Fabaceae #> G. max           gma Fabaceae #> C. cajan         cca Fabaceae #> T. pratense      tpr Fabaceae   # 3) Plot phylogenomic profiles, but using Ruzicka distances plot_profiles(     profiles,      species_annotation,      cluster_species = species_order,      dist_function = labdsv::dsvdis,     dist_params = list(index = \"ruzicka\") ) # Find group-specific clusters gs_clusters <- find_GS_clusters(profiles, species_annotation) #> Could not find annotation for species:  #> hlu  head(gs_clusters) #>        Group Percentage Cluster #> 2   Fabaceae      90.91    1156 #> 21  Fabaceae      81.82    1170 #> 5  Ramnaceae     100.00    1279 #> 22  Fabaceae      90.91    1305 #> 23  Fabaceae      81.82    1309 #> 24  Fabaceae      90.91    1310  # How many family-specific clusters are there? nrow(gs_clusters) #> [1] 414 # Filter profiles matrix to only include group-specific clusters idx <- rownames(profiles) %in% gs_clusters$Cluster p_gs <- profiles[idx, ]  # Plot heatmap plot_profiles(     p_gs, species_annotation,      cluster_species = species_order,      cluster_columns = TRUE ) # 1) Visualize a network of first 5 GS-clusters id <- gs_clusters$Cluster[1:5] plot_network(network, clusters, cluster_id = id) # 2) Coloring nodes by family genes <- unique(c(network$node1, network$node2)) gene_df <- data.frame(     Gene = genes,     Species = unlist(lapply(strsplit(genes, \"_\"), head, 1)) ) gene_df <- merge(gene_df, species_annotation)[, c(\"Gene\", \"Family\")] head(gene_df) #>              Gene   Family #> 1 adu_Aradu.3W61T Fabaceae #> 2 adu_Aradu.FQ8CE Fabaceae #> 3 adu_Aradu.0W76I Fabaceae #> 4 adu_Aradu.M4JP1 Fabaceae #> 5 adu_Aradu.B26Z6 Fabaceae #> 6 adu_Aradu.PLM7U Fabaceae  plot_network(network, clusters, cluster_id = id, color_by = gene_df) # 3) Interactive visualization (zoom out and in to explore it) plot_network(     network, clusters, cluster_id = id,      interactive = TRUE, dim_interactive = c(500, 300) )"},{"path":"/articles/syntenet.html","id":"microsynteny-based-phylogeny-reconstruction","dir":"Articles","previous_headings":"","what":"Microsynteny-based phylogeny reconstruction","title":"Inference and Analysis of Synteny Networks","text":"Finally, can use information presence/absence clusters species reconstruct microsynteny-based phylogeny. , first need binarize profiles matrix (0s 1s representing absence presence, respectively) transpose . can done binarize_and_tranpose(). Now, can use transposed binary matrix input IQ-TREE (Minh et al. 2020) infer phylogeny. , can use function infer_microsynteny_phylogeny(), allows run IQ-TREE R session 4. need IQ-TREE installed machine PATH run function. can check IQ-TREE installed iqtree_is_installed(). sake demonstration, infer phylogeny infer_microsynteny_phylogeny() using profiles BUSCO genes six legume species . also remove non-variable sites (.e., clusters present species absent species). However, ’re using filtered data set speed issues. real-life applications, best thing include phylogenomic profiles genes (BUSCO genes). output infer_microsynteny_phylogeny() character vector paths output files IQ-TREE. Usually, interested file ending .treefile. species tree Newick format, can visualized favorite tree viewer. strongly recommend using read.tree() function Bioconductor package treeio (L.-G. Wang et al. 2020) read tree, visualizing ggtree Bioc package (Yu et al. 2017). example, let’s visualize microsynteny-based phylogeny 123 angiosperm species, whose phylogenomic profiles obtained Zhao et al. (2021).","code":"bt_mat <- binarize_and_transpose(profiles)  # Looking at the first 5 rows and 5 columns of the matrix bt_mat[1:5, 1:5] #>       #>       1 2 3 4 5 #>   adu 1 1 0 0 1 #>   car 1 1 1 1 1 #>   cca 1 1 1 1 1 #>   fve 1 1 1 1 1 #>   gma 1 1 1 1 1 # Leave only 6 legume species and P. mume as an outgroup for testing purposes included <- c(\"gma\", \"pvu\", \"vra\", \"van\", \"cca\", \"pmu\") bt_mat <- bt_mat[rownames(bt_mat) %in% included, ]  # Remove non-variable sites bt_mat <- bt_mat[, colSums(bt_mat) != length(included)]  if(iqtree_is_installed()) {     phylo <- infer_microsynteny_phylogeny(bt_mat, outgroup = \"pmu\",                                            threads = 1) } data(angiosperm_phylogeny)  # Plotting the tree library(ggtree) ggtree(angiosperm_phylogeny) +     geom_tiplab(size = 3) +     xlim(0, 0.3)"},{"path":"/articles/syntenet.html","id":"syntenet-as-a-synteny-detection-tool","dir":"Articles","previous_headings":"","what":"syntenet as a synteny detection tool","title":"Inference and Analysis of Synteny Networks","text":"cases, users want infer synteny network, want identify syntenic regions within single genome two genomes. can accomplished functions intraspecies_synteny() interspecies_synteny(). fact, functions used hood infer_syntenet() infer network. detect synteny, need: list DIAMOND/BLAST data frames returned run_diamond(). intraspecies_synteny(), intraspecies comparisons must included; interspecies_synteny(), interspecies comparisons must included. GRangesList object containing processed annotation species interest, returned process_input(). output intraspecies_synteny() interspecies_synteny() path .collinearity files generated MCScanX (Y. Wang et al. 2012), can read parsed parse_collinearity() function. demonstrate usage intraspecies_synteny(), let’s identify syntenic regions genome Saccharomyces cerevisiae. processed annotation DIAMOND output stored example data sets scerevisiae_annot scerevisiae_diamond. demonstrate usage interspecies_synteny(), let’s detect syntenic regions genomes Ostreococcus lucimarinus Ostreococcus sp RCC809. genomes, already processed annotation DIAMOND list objects pdata blast_list, obtained previous sections vignette. Note parse_collinearity() returns data frame anchor pairs default, can also obtain synteny block information, combination changing argument parameter (check man page ?parse_collinearity details):","code":"# Load data data(scerevisiae_annot) data(scerevisiae_diamond)  # Take a look at the data head(scerevisiae_annot)  #> $Scerevisiae #> GRanges object with 6600 ranges and 1 metadata column: #>          seqnames        ranges strand |          gene #>             <Rle>     <IRanges>  <Rle> |   <character> #>      [1]    Sce_I       335-649      * |   Sce_YAL069W #>      [2]    Sce_I       538-792      * | Sce_YAL068W-A #>      [3]    Sce_I     1807-2169      * |   Sce_YAL068C #>      [4]    Sce_I     2480-2707      * | Sce_YAL067W-A #>      [5]    Sce_I     7235-9016      * |   Sce_YAL067C #>      ...      ...           ...    ... .           ... #>   [6596]  Sce_XVI 939922-941136      * |   Sce_YPR201W #>   [6597]  Sce_XVI 943032-943896      * |   Sce_YPR202W #>   [6598]  Sce_XVI 943880-944188      * |   Sce_YPR203W #>   [6599]  Sce_XVI 944603-947701      * |   Sce_YPR204W #>   [6600]  Sce_XVI 946856-947338      * | Sce_YPR204C-A #>   ------- #>   seqinfo: 17 sequences from an unspecified genome; no seqlengths  names(scerevisiae_diamond) #> [1] \"Scerevisiae_Scerevisiae\" head(scerevisiae_diamond$Scerevisiae_Scerevisiae) #>         query          db perc_identity length mismatches gap_open qstart qend #> 1 Sce_YLR106C Sce_YLR106C         100.0   4910          0        0      1 4910 #> 2 Sce_YKR054C Sce_YKR054C         100.0   4092          0        0      1 4092 #> 3 Sce_YHR099W Sce_YHR099W         100.0   3744          0        0      1 3744 #> 4 Sce_YDR457W Sce_YDR457W         100.0   3268          0        0      1 3268 #> 5 Sce_YDR457W Sce_YER125W          44.1    354        195        3   2913 3266 #> 6 Sce_YDR457W Sce_YJR036C          30.7    378        228       12   2913 3266 #>   tstart tend   evalue bitscore #> 1      1 4910 0.00e+00     9095 #> 2      1 4092 0.00e+00     7940 #> 3      1 3744 0.00e+00     7334 #> 4      1 3268 0.00e+00     6170 #> 5    457  807 2.18e-91      315 #> 6    523  890 7.99e-44      172  # Detect intragenome synteny intra_syn <- intraspecies_synteny(     scerevisiae_diamond, scerevisiae_annot )  intra_syn # see where the .collinearity file is #> [1] \"/tmp/RtmpSdV6E1/intra/Scerevisiae.collinearity\"  # Read .collinearity file scerevisiae_syn <- parse_collinearity(intra_syn) head(scerevisiae_syn) #>       Anchor1       Anchor2 #> 1 Sce_YAR050W   Sce_YHR211W #> 2 Sce_YAR060C   Sce_YHR212C #> 3 Sce_YAR064W Sce_YHR213W-B #> 4 Sce_YAR066W   Sce_YHR214W #> 5 Sce_YAR068W Sce_YHR214W-A #> 6 Sce_YAR069C Sce_YHR214C-D # Keep only interspecies DIAMOND comparisons names(blast_list) #> [1] \"Olucimarinus_Olucimarinus\" \"Olucimarinus_OspRCC809\"    #> [3] \"OspRCC809_Olucimarinus\"    \"OspRCC809_OspRCC809\" diamond_inter <- blast_list[c(2, 3)]  # Double-check if we have processed annotation for these 2 species names(pdata$annotation) #> [1] \"Olucimarinus\" \"OspRCC809\"  # Detect interspecies synteny intersyn <- interspecies_synteny(diamond_inter, pdata$annotation)  intersyn # see where the .collinearity file is #> [1] \"/tmp/RtmpSdV6E1/inter/Olucimarinus_OspRCC809.collinearity\"  # Read .collinearity file ostreoccocus_syn <- parse_collinearity(intersyn) head(ostreoccocus_syn) #>          Anchor1              Anchor2 #> 1 Olu_OL01G00070 Osp_ORCC809_01G06520 #> 2 Olu_OL01G00100 Osp_ORCC809_01G06480 #> 3 Olu_OL01G00130 Osp_ORCC809_01G06440 #> 4 Olu_OL01G00150 Osp_ORCC809_01G06420 #> 5 Olu_OL01G00160 Osp_ORCC809_01G06410 #> 6 Olu_OL01G00170 Osp_ORCC809_01G06400 # 1) Get anchors with `parse_collinearity()` anchors <- parse_collinearity(intra_syn) head(anchors) #>       Anchor1       Anchor2 #> 1 Sce_YAR050W   Sce_YHR211W #> 2 Sce_YAR060C   Sce_YHR212C #> 3 Sce_YAR064W Sce_YHR213W-B #> 4 Sce_YAR066W   Sce_YHR214W #> 5 Sce_YAR068W Sce_YHR214W-A #> 6 Sce_YAR069C Sce_YHR214C-D  # 2) Get synteny block with `parse_collinearity()` blocks <- parse_collinearity(intra_syn, as = \"blocks\") head(blocks) #>   Block Block_score            Chr Orientation #> 1     0         446 Sce_I&Sce_VIII        plus #> 2     1         528   Sce_I&Sce_XV       minus #> 3     2         572  Sce_II&Sce_IV        plus #> 4     3         643   Sce_II&Sce_V       minus #> 5     4         446 Sce_II&Sce_XVI        plus #> 6     5         422 Sce_III&Sce_IV       minus  # 3) Get synteny blocks and anchor pairs in a single data frame all <- parse_collinearity(intra_syn, as = \"all\") head(all) #>   Block Block_score            Chr Orientation     Anchor1       Anchor2 #> 1     0         446 Sce_I&Sce_VIII        plus Sce_YAR050W   Sce_YHR211W #> 2     0         446 Sce_I&Sce_VIII        plus Sce_YAR060C   Sce_YHR212C #> 3     0         446 Sce_I&Sce_VIII        plus Sce_YAR064W Sce_YHR213W-B #> 4     0         446 Sce_I&Sce_VIII        plus Sce_YAR066W   Sce_YHR214W #> 5     0         446 Sce_I&Sce_VIII        plus Sce_YAR068W Sce_YHR214W-A #> 6     0         446 Sce_I&Sce_VIII        plus Sce_YAR069C Sce_YHR214C-D"},{"path":[]},{"path":"/articles/syntenet.html","id":"how-do-i-execute-an-external-dependency-that-is-not-in-my-path","dir":"Articles","previous_headings":"FAQ","what":"How do I execute an external dependency that is not in my PATH?","title":"Inference and Analysis of Synteny Networks","text":"DIAMOND /IQ-TREE installed, directory PATH, can add given directory PATH function Sys.setenv(). example, suppose DIAMOND binary /home/username/bioinfo_tools. add directory PATH, run: Note R PATH system’s PATH. Thus, even add directory /home/username/bioinfo_tools system’s path (e.g., editing ~/.bashrc file Linux), still need update R PATH.","code":"# Add example directory /home/username/bioinfo_tools to PATH Sys.setenv(     PATH = paste(         Sys.getenv(\"PATH\"), \"/home/username/bioinfo_tools\", sep = \":\"     ) )"},{"path":"/articles/syntenet.html","id":"can-i-run-the-diamond-searches-on-the-command-line-and-import-the-results","dir":"Articles","previous_headings":"FAQ","what":"Can I run the DIAMOND searches on the command line and import the results?","title":"Inference and Analysis of Synteny Networks","text":"Yes. case quite common users large amount data want execute DIAMOND similarity search program HPC cluster (submitting job qsub execute Bash script). , follow 3 steps : Export processed sequences (returned process_input()) function export_sequences(). function write sequences FASTA files directory specified outdir parameter. Navigate (.e., cd) directory specified outdir, FASTA files , execute -vs-similarity searches. output files must named “[species]_[species].tsv”, [species] indicates basename FASTA files (e.g., “speciesA” FASTA file named speciesA.fasta). DIAMOND, can use following code (adaptations, prefer): Read output similarity searches list data frames read_diamond() function. input, read_diamond() takes path directory containing DIAMOND/BLAST output files.","code":"#!/bin/bash  # Create output directories `dbs` and `results` mkdir -p dbs mkdir -p results  # 1. Make dbs for each species for seqfile in *.fasta do     dbfile=\"dbs/$(basename \"$seqfile\" .fasta)\"     diamond makedb --in \"$seqfile\" -d \"$dbfile\" --quiet done  # 2. Perform all-vs-all pairwise similarity searches species=( $(basename -s .fasta *.fasta) ) for (( i=0; i<${#species[@]}; i++ )) do     query=\"${species[$i]}.fasta\"     for (( j=0; j<${#species[@]}; j++ ))     do         db=\"dbs/${species[$j]}\"         outfile=\"results/${species[$i]}_${species[$j]}.tsv\"         diamond blastp -q \"$query\" -d \"$db\" -o \"$outfile\" \\           --max-hsps 1 -k 5 --quiet      done done"},{"path":"/articles/syntenet.html","id":"my-sequence-names-do-not-match-gene-ids-in-the-annotation--what-should-i-do","dir":"Articles","previous_headings":"FAQ","what":"My sequence names do not match gene IDs in the annotation. What should I do?","title":"Inference and Analysis of Synteny Networks","text":"names sequences (equivalent FASTA headers) match gene IDs GRanges objects, syntenet throws following error: Sequence names ‘seq’ match gene names ‘annotation’. () cases, error happens users protein IDs sequence names, syntenet looks gene IDs (.e., using rows GRanges objects column type “gene”). case, instance, data obtained NCBI’s RefSeq database. solve issue, need replace protein/transcript IDs gene IDs sequence names, can done function collapse_protein_ids(). demonstrate works, let’s explore example data set containing protein sequences gene annotation obtained RefSeq. data contains information subset 16 genes fish species Alosa alosa, stored extdata/RefSeq_parsing_example directory package. first problem can observe sequence names additional text describing sequences (e.g., “GSK3-beta…”), must IDs. solve issue, can remove whitespace everything comes . Great, removed unnecessary text! However, still problem: sequence names start XP_….. look closer first row annot$Aalosa (contains ranges genes), notice none columns contain XP_… IDs. RefSeq uses IDs CDS, genes. Let’s check can indeed find XP_… IDs rows “CDS” type column. XP_… IDs can found Name column. Note also gene IDs, need syntenet, gene column. collapse protein IDs gene IDs collapse_protein_ids(), need create list 2-column data frames containing correspondence protein IDs gene IDs species. example, can extracting columns Name gene rows represent CDS ranges. Finally, can pass list sequences list ID correspondences collapse_protein_ids(), return list AAStringSet objects gene IDs sequence names. can see, protein IDs replaced gene IDs. multiple proteins gene (.e., different isoforms), function keeps longest sequence (also known protein products primary transcript). way, number sequences never greater number genes, syntenet expects.","code":"# Path to directory containing data data_dir <- system.file(     \"extdata\", \"RefSeq_parsing_example\", package = \"syntenet\" ) dir(data_dir) #> [1] \"Aalosa.fa.gz\"   \"Aalosa.gff3.gz\"  # Reading the files to a format that syntenet understands seqs <- fasta2AAStringSetlist(data_dir) annot <- gff2GRangesList(data_dir)  # Taking a look at the data seqs #> $Aalosa #> AAStringSet object of length 21: #>      width seq                                              names                #>  [1]   189 MTLKMAATMARCFPALVRPLSTR...KRRNWYLNDPYLKYQDRVNPRW XP_048084156.1 39... #>  [2]   348 MNEVNRTRLDTDGVRDISSPRRR...HVPYGIAQKVTHKPSISNTAAK XP_048095207.1 cy... #>  [3]   177 MPQDLPPAAAVPQGSMPPGKMPH...PALRRRARLRRLVTPEPLYAGW XP_048096060.1 un... #>  [4]   176 MPQDLPPAAAVPQGSMPPGKMPH...KERPAGRFYGLPCDAEPVYAGW XP_048096122.1 un... #>  [5]   137 MITKAMEVDYKLEDPKAPLEESS...GYRDAFGNELLRRLERLQQNAQ XP_048099323.1 GS... #>  ...   ... ... #> [17]   224 MGLFGKTSEKPPKDLINEWSLKI...EEEEEEEEDIEEMQTRLAALRS XP_048116262.1 ch... #> [18]   176 MSLVRGIMLSATRSKAWSVGRAS...QVLKNPQADHGCSCGSSFSVKL XP_048117248.1 ir... #> [19]   149 MAIREVCVLLLPLLALAYAEHVK...WELRDDNNKDLFCIKFPVQIVS XP_048117257.1 NP... #> [20]   149 MAIREVCVLLLPLLALAYAEHVK...WELRDDNNKDLFCIKFPVQIVS XP_048117266.1 NP... #> [21]   886 MSTSIGDKIEDFKVLTLLGKGSF...VKEKLQCLSSILGLLAGPAARR XP_048120688.1 LO... head(names(seqs$Aalosa)) #> [1] \"XP_048084156.1 39S ribosomal protein L35, mitochondrial [Alosa alosa]\"          #> [2] \"XP_048095207.1 cytosolic 5'-nucleotidase 1A [Alosa alosa]\"                      #> [3] \"XP_048096060.1 uncharacterized protein si:dkey-21a6.5 isoform X1 [Alosa alosa]\" #> [4] \"XP_048096122.1 uncharacterized protein si:dkey-21a6.5 isoform X2 [Alosa alosa]\" #> [5] \"XP_048099323.1 GSK3-beta interaction protein isoform X1 [Alosa alosa]\"          #> [6] \"XP_048099396.1 GSK3-beta interaction protein isoform X2 [Alosa alosa]\"  annot #> GRangesList object of length 1: #> $Aalosa #> GRanges object with 226 ranges and 19 metadata columns: #>            seqnames        ranges strand |   source     type     score #>               <Rle>     <IRanges>  <Rle> | <factor> <factor> <numeric> #>     [1] NC_063189.1    9524-52877      - |   Gnomon     gene        NA #>     [2] NC_063189.1   52525-52682      - |   Gnomon     CDS         NA #>     [3] NC_063189.1   50374-50600      - |   Gnomon     CDS         NA #>     [4] NC_063189.1   38459-38639      - |   Gnomon     CDS         NA #>     [5] NC_063189.1   31087-31235      - |   Gnomon     CDS         NA #>     ...         ...           ...    ... .      ...      ...       ... #>   [222] NC_063189.1 788729-789007      - |   Gnomon      CDS        NA #>   [223] NC_063189.1 779818-779990      - |   Gnomon      CDS        NA #>   [224] NC_063189.1 778802-778982      - |   Gnomon      CDS        NA #>   [225] NC_063189.1 777663-778010      - |   Gnomon      CDS        NA #>   [226] NC_063189.1 777553-777626      - |   Gnomon      CDS        NA #>             phase                 ID                                  Dbxref #>         <integer>        <character>                         <CharacterList> #>     [1]      <NA>       gene-noxred1                        GeneID:125303464 #>     [2]         0 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     [3]         1 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     [4]         2 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     [5]         1 cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 #>     ...       ...                ...                                     ... #>   [222]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [223]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [224]         0 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [225]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>   [226]         2 cds-XP_048105503.1 GeneID:125298741,Genbank:XP_048105503.1 #>                   Name       gbkey         gene   gene_biotype     partial #>            <character> <character>  <character>    <character> <character> #>     [1]        noxred1        Gene      noxred1 protein_coding        true #>     [2] XP_048113188.1         CDS      noxred1           <NA>        true #>     [3] XP_048113188.1         CDS      noxred1           <NA>        true #>     [4] XP_048113188.1         CDS      noxred1           <NA>        true #>     [5] XP_048113188.1         CDS      noxred1           <NA>        true #>     ...            ...         ...          ...            ...         ... #>   [222] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [223] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [224] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [225] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>   [226] XP_048105503.1         CDS LOC125298741           <NA>        <NA> #>             start_range             Parent                   Note #>         <CharacterList>    <CharacterList>        <CharacterList> #>     [1]          .,9524                                           #>     [2]                 rna-XM_048257231.1 The sequence of the .. #>     [3]                 rna-XM_048257231.1 The sequence of the .. #>     [4]                 rna-XM_048257231.1 The sequence of the .. #>     [5]                 rna-XM_048257231.1 The sequence of the .. #>     ...             ...                ...                    ... #>   [222]                 rna-XM_048249546.1                        #>   [223]                 rna-XM_048249546.1                        #>   [224]                 rna-XM_048249546.1                        #>   [225]                 rna-XM_048249546.1                        #>   [226]                 rna-XM_048249546.1                        #>                      exception              inference                product #>                    <character>            <character>            <character> #>     [1]                   <NA>                   <NA>                   <NA> #>     [2] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     [3] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     [4] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     [5] annotated by transcr.. similar to RNA seque.. NADP-dependent oxido.. #>     ...                    ...                    ...                    ... #>   [222]                   <NA>                   <NA> fibroblast growth fa.. #>   [223]                   <NA>                   <NA> fibroblast growth fa.. #>   [224]                   <NA>                   <NA> fibroblast growth fa.. #>   [225]                   <NA>                   <NA> fibroblast growth fa.. #>   [226]                   <NA>                   <NA> fibroblast growth fa.. #>             protein_id transl_except #>            <character>   <character> #>     [1]           <NA>          <NA> #>     [2] XP_048113188.1          <NA> #>     [3] XP_048113188.1          <NA> #>     [4] XP_048113188.1          <NA> #>     [5] XP_048113188.1          <NA> #>     ...            ...           ... #>   [222] XP_048105503.1          <NA> #>   [223] XP_048105503.1          <NA> #>   [224] XP_048105503.1          <NA> #>   [225] XP_048105503.1          <NA> #>   [226] XP_048105503.1          <NA> #>   ------- #>   seqinfo: 1 sequence from an unspecified genome; no seqlengths # Remove whitespace and everything after it names(seqs$Aalosa) <- gsub(\" .*\", \"\", names(seqs$Aalosa))  # Taking a look at the new names head(names(seqs$Aalosa)) #> [1] \"XP_048084156.1\" \"XP_048095207.1\" \"XP_048096060.1\" \"XP_048096122.1\" #> [5] \"XP_048099323.1\" \"XP_048099396.1\" # Show only rows for which `type` is \"CDS\" head(annot$Aalosa[annot$Aalosa$type == \"CDS\"]) #> GRanges object with 6 ranges and 19 metadata columns: #>          seqnames        ranges strand |   source     type     score     phase #>             <Rle>     <IRanges>  <Rle> | <factor> <factor> <numeric> <integer> #>   [1] NC_063189.1   52525-52682      - |   Gnomon      CDS        NA         0 #>   [2] NC_063189.1   50374-50600      - |   Gnomon      CDS        NA         1 #>   [3] NC_063189.1   38459-38639      - |   Gnomon      CDS        NA         2 #>   [4] NC_063189.1   31087-31235      - |   Gnomon      CDS        NA         1 #>   [5] NC_063189.1     9524-9713      - |   Gnomon      CDS        NA         2 #>   [6] NC_063189.1 229429-229590      - |   Gnomon      CDS        NA         0 #>                       ID                                  Dbxref           Name #>              <character>                         <CharacterList>    <character> #>   [1] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [2] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [3] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [4] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [5] cds-XP_048113188.1 GeneID:125303464,Genbank:XP_048113188.1 XP_048113188.1 #>   [6] cds-XP_048105299.1 GeneID:125298558,Genbank:XP_048105299.1 XP_048105299.1 #>             gbkey        gene gene_biotype     partial     start_range #>       <character> <character>  <character> <character> <CharacterList> #>   [1]         CDS     noxred1         <NA>        true                 #>   [2]         CDS     noxred1         <NA>        true                 #>   [3]         CDS     noxred1         <NA>        true                 #>   [4]         CDS     noxred1         <NA>        true                 #>   [5]         CDS     noxred1         <NA>        true          .,9524 #>   [6]         CDS       atg2b         <NA>        <NA>                 #>                   Parent                   Note              exception #>          <CharacterList>        <CharacterList>            <character> #>   [1] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [2] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [3] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [4] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [5] rna-XM_048257231.1 The sequence of the .. annotated by transcr.. #>   [6] rna-XM_048249342.1 The sequence of the .. unclassified transla.. #>                    inference                product     protein_id #>                  <character>            <character>    <character> #>   [1] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [2] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [3] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [4] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [5] similar to RNA seque.. NADP-dependent oxido.. XP_048113188.1 #>   [6]                   <NA> LOW QUALITY PROTEIN:.. XP_048105299.1 #>       transl_except #>         <character> #>   [1]          <NA> #>   [2]          <NA> #>   [3]          <NA> #>   [4]          <NA> #>   [5]          <NA> #>   [6]          <NA> #>   ------- #>   seqinfo: 1 sequence from an unspecified genome; no seqlengths # Create a list of data frames containing protein-to-gene ID correspondences protein2gene <- lapply(annot, function(x) {          # Extract only CDS ranges     cds_ranges <- x[x$type == \"CDS\"]          # Create the ID correspondence data frame     df <- data.frame(         protein_id = cds_ranges$Name,         gene_id = cds_ranges$gene     )          # Remove duplicate rows     df <- df[!duplicated(df$protein_id), ]          return(df) })  # Taking a look at the list protein2gene #> $Aalosa #>         protein_id        gene_id #> 1   XP_048113188.1        noxred1 #> 6   XP_048105299.1          atg2b #> 47  XP_048099323.1   LOC125294505 #> 50  XP_048099476.1   LOC125294505 #> 52  XP_048099396.1   LOC125294505 #> 54  XP_048099557.1   LOC125294505 #> 56  XP_048117257.1   LOC125306123 #> 60  XP_048117266.1   LOC125306123 #> 64  XP_048117248.1          isca2 #> 68  XP_048105318.1           eml5 #> 119 XP_048103211.1         itpk1b #> 130 XP_048115651.1   LOC125305081 #> 132 XP_048120688.1           plk4 #> 149 XP_048105359.1         hspa4l #> 168 XP_048116262.1          chmp3 #> 176 XP_048111661.1          reep1 #> 183 XP_048084156.1         mrpl35 #> 187 XP_048096060.1 si:dkey-21a6.5 #> 192 XP_048096122.1 si:dkey-21a6.5 #> 197 XP_048095207.1        nt5c1ab #> 203 XP_048105503.1   LOC125298741 # Collapse protein IDs to gene IDs in list of sequences new_seq <- collapse_protein_ids(seqs, protein2gene)  # Looking at the new sequences new_seq #> $Aalosa #> AAStringSet object of length 16: #>      width seq                                              names                #>  [1]  1946 MADRTAPNCHLRLEWVYGYRGHQ...YVISAGGDDRSLFVWKCVHTPH eml5 #>  [2]  1882 MPWPFSESIKKRACRYLLHRYLG...MRNQIQPDARQEETQKWRLGEE atg2b #>  [3]   886 MSTSIGDKIEDFKVLTLLGKGSF...VKEKLQCLSSILGLLAGPAARR plk4 #>  [4]   769 MSVVGFDVGFQNCYIAVARSGGI...GGDAKSGGSSHQPAAPGEMEVE hspa4l #>  [5]   480 MAAPAYVFGQKVWLSARISPLRV...HTHTHAHLESKVHQHQHIHFQC LOC125298741 #>  ...   ... ... #> [12]   189 MTLKMAATMARCFPALVRPLSTR...KRRNWYLNDPYLKYQDRVNPRW mrpl35 #> [13]   177 MPQDLPPAAAVPQGSMPPGKMPH...PALRRRARLRRLVTPEPLYAGW si:dkey-21a6.5 #> [14]   176 MSLVRGIMLSATRSKAWSVGRAS...QVLKNPQADHGCSCGSSFSVKL isca2 #> [15]   149 MAIREVCVLLLPLLALAYAEHVK...WELRDDNNKDLFCIKFPVQIVS LOC125306123 #> [16]   137 MITKAMEVDYKLEDPKAPLEESS...GYRDAFGNELLRRLERLQQNAQ LOC125294505"},{"path":"/articles/syntenet.html","id":"session-information","dir":"Articles","previous_headings":"","what":"Session information","title":"Inference and Analysis of Synteny Networks","text":"document created following conditions:","code":"sessionInfo() #> R version 4.3.2 (2023-10-31) #> Platform: x86_64-pc-linux-gnu (64-bit) #> Running under: Ubuntu 22.04.3 LTS #>  #> Matrix products: default #> BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3  #> LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0 #>  #> locale: #>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               #>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     #>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    #>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  #>  [9] LC_ADDRESS=C               LC_TELEPHONE=C             #> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        #>  #> time zone: UTC #> tzcode source: system (glibc) #>  #> attached base packages: #> [1] stats     graphics  grDevices utils     datasets  methods   base      #>  #> other attached packages: #> [1] ggtree_3.10.1    syntenet_1.5.2   BiocStyle_2.30.0 #>  #> loaded via a namespace (and not attached): #>   [1] bitops_1.0-7                rlang_1.1.3                 #>   [3] magrittr_2.0.3              matrixStats_1.2.0           #>   [5] compiler_4.3.2              mgcv_1.9-1                  #>   [7] systemfonts_1.0.6           vctrs_0.6.5                 #>   [9] pkgconfig_2.0.3             crayon_1.5.2                #>  [11] fastmap_1.1.1               XVector_0.42.0              #>  [13] ellipsis_0.3.2              labeling_0.4.3              #>  [15] utf8_1.2.4                  Rsamtools_2.18.0            #>  [17] rmarkdown_2.26              ragg_1.3.0                  #>  [19] network_1.18.2              purrr_1.0.2                 #>  [21] xfun_0.42                   zlibbioc_1.48.2             #>  [23] cachem_1.0.8                aplot_0.2.2                 #>  [25] GenomeInfoDb_1.38.8         jsonlite_1.8.8              #>  [27] highr_0.10                  DelayedArray_0.28.0         #>  [29] BiocParallel_1.36.0         parallel_4.3.2              #>  [31] cluster_2.1.6               R6_2.5.1                    #>  [33] bslib_0.6.1                 RColorBrewer_1.1-3          #>  [35] rtracklayer_1.62.0          GenomicRanges_1.54.1        #>  [37] jquerylib_0.1.4             Rcpp_1.0.12                 #>  [39] bookdown_0.38               SummarizedExperiment_1.32.0 #>  [41] knitr_1.45                  IRanges_2.36.0              #>  [43] Matrix_1.6-5                splines_4.3.2               #>  [45] igraph_2.0.3                tidyselect_1.2.1            #>  [47] abind_1.4-5                 yaml_2.3.8                  #>  [49] codetools_0.2-19            lattice_0.22-5              #>  [51] tibble_3.2.1                treeio_1.26.0               #>  [53] Biobase_2.62.0              withr_3.0.0                 #>  [55] coda_0.19-4.1               evaluate_0.23               #>  [57] Rtsne_0.17                  gridGraphics_0.5-1          #>  [59] desc_1.4.3                  Biostrings_2.70.3           #>  [61] pillar_1.9.0                BiocManager_1.30.22         #>  [63] MatrixGenerics_1.14.0       stats4_4.3.2                #>  [65] ggfun_0.1.4                 generics_0.1.3              #>  [67] RCurl_1.98-1.14             S4Vectors_0.40.2            #>  [69] ggplot2_3.5.0               munsell_0.5.0               #>  [71] scales_1.3.0                tidytree_0.4.6              #>  [73] ggnetwork_0.5.13            glue_1.7.0                  #>  [75] lazyeval_0.2.2              pheatmap_1.0.12             #>  [77] tools_4.3.2                 BiocIO_1.12.0               #>  [79] GenomicAlignments_1.38.2    fs_1.6.3                    #>  [81] XML_3.99-0.16.1             grid_4.3.2                  #>  [83] tidyr_1.3.1                 ape_5.7-1                   #>  [85] colorspace_2.1-0            patchwork_1.2.0             #>  [87] nlme_3.1-164                networkD3_0.4               #>  [89] GenomeInfoDbData_1.2.11     restfulr_0.0.15             #>  [91] cli_3.6.2                   intergraph_2.0-4            #>  [93] textshaping_0.3.7           labdsv_2.1-0                #>  [95] fansi_1.0.6                 S4Arrays_1.2.1              #>  [97] dplyr_1.1.4                 gtable_0.3.4                #>  [99] yulab.utils_0.1.4           sass_0.4.9                  #> [101] digest_0.6.35               BiocGenerics_0.48.1         #> [103] ggplotify_0.1.2             SparseArray_1.2.4           #> [105] rjson_0.2.21                htmlwidgets_1.6.4           #> [107] farver_2.1.1                memoise_2.0.1               #> [109] htmltools_0.5.7             pkgdown_2.0.7               #> [111] lifecycle_1.0.4             statnet.common_4.9.0        #> [113] MASS_7.3-60.0.1"},{"path":[]},{"path":"/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Fabrício Almeida-Silva. Author, maintainer. Tao Zhao. Author. Kristian K Ullrich. Author. Yves Van de Peer. Author.","code":""},{"path":"/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Almeida-Silva, F., Zhao, T., Ullrich, K.K., Schranz, M.E. Van de Peer, Y. syntenet: R/Bioconductor package inference analysis synteny networks. Bioinformatics, 39(1), p.btac806. (2023). https://doi.org/10.1093/bioinformatics/btac806","code":"@Article{,   title = {syntenet: an R/Bioconductor package for the inference and analysis of synteny networks},   author = {Fabricio Almeida-Silva and Tao Zhao and Kristian K. Ullrich and M. Eric Schranz and Yves {Van de Peer}},   journal = {Bioinformatics},   year = {2023},   volume = {39},   number = {1},   pages = {btac806},   url = {https://academic.oup.com/bioinformatics/article/39/1/btac806/6947985},   doi = {10.1093/bioinformatics/btac806}, }"},{"path":"/index.html","id":"syntenet-","dir":"","previous_headings":"","what":"Inference And Analysis Of Synteny Networks","title":"Inference And Analysis Of Synteny Networks","text":"goal syntenet infer synteny networks whole-genome protein sequence data analyze . Anchor pairs synteny analyses treated undirected unweighted graph (.e., synteny network), users can perform: Synteny detection using native implementation MCScanX algorithm, C++ program modified ported R Rcpp. way, users need install MCScanX beforehand, syntenet implementation algorithm. Synteny network inference treating anchor pairs edges graph; Network clustering using Infomap algorithm; Phylogenomic profiling, consists identifying species contain clusters. analysis can reveal highly conserved synteny clusters taxon-specific ones (e.g., family- order-specific clusters); Microsynteny-based phylogeny reconstruction maximum likelihood, can achieved inferring phylogeny binary matrix phylogenomic profiles IQTREE.","code":""},{"path":"/index.html","id":"installation-instructions","dir":"","previous_headings":"","what":"Installation instructions","title":"Inference And Analysis Of Synteny Networks","text":"Get latest stable R release CRAN. install syntenet Bioconductor using following code: development version GitHub :","code":"if (!requireNamespace(\"BiocManager\", quietly = TRUE)) {     install.packages(\"BiocManager\") }  BiocManager::install(\"syntenet\") BiocManager::install(\"almeidasilvaf/syntenet\")"},{"path":"/index.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Inference And Analysis Of Synteny Networks","text":"citation output using citation('syntenet') R. Please run check updates cite syntenet. Please note syntenet made possible thanks many R bioinformatics software authors, cited either vignettes /paper(s) describing package.","code":"print(citation('syntenet'), bibtex = TRUE) #>  #> To cite syntenet in publications, use: #>  #>   Almeida-Silva, F., Zhao, T., Ullrich, K.K., Schranz, M.E. and Van de #>   Peer, Y. syntenet: an R/Bioconductor package for the inference and #>   analysis of synteny networks. Bioinformatics, 39(1), p.btac806. #>   (2023). https://doi.org/10.1093/bioinformatics/btac806 #>  #> A BibTeX entry for LaTeX users is #>  #>   @Article{, #>     title = {syntenet: an R/Bioconductor package for the inference and analysis of synteny networks}, #>     author = {Fabricio Almeida-Silva and Tao Zhao and Kristian K. Ullrich and M. Eric Schranz and Yves {Van de Peer}}, #>     journal = {Bioinformatics}, #>     year = {2023}, #>     volume = {39}, #>     number = {1}, #>     pages = {btac806}, #>     url = {https://academic.oup.com/bioinformatics/article/39/1/btac806/6947985}, #>     doi = {10.1093/bioinformatics/btac806}, #>   }"},{"path":"/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Inference And Analysis Of Synteny Networks","text":"Please note syntenet project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"/index.html","id":"development-tools","dir":"","previous_headings":"","what":"Development tools","title":"Inference And Analysis Of Synteny Networks","text":"Continuous code testing possible thanks GitHub actions usethis, remotes, rcmdcheck customized use Bioconductor’s docker containers BiocCheck. Code coverage assessment possible thanks codecov covr. documentation website automatically updated thanks pkgdown. code styled automatically thanks styler. documentation formatted thanks devtools roxygen2. details, check dev directory. package developed using biocthis.","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":null,"dir":"Reference","previous_headings":"","what":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"Original tree file obtained Zhao et al., 2021. tree object class 'phylo', can created reading tree file treeio::read.tree().","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"","code":"data(angiosperm_phylogeny)"},{"path":"/reference/angiosperm_phylogeny.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"object class 'phylo'.","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"Zhao, T., Zwaenepoel, ., Xue, J. Y., Kao, S. M., Li, Z., Schranz, M. E., & Van de Peer, Y. (2021). Whole-genome microsynteny-based phylogeny angiosperms. Nature Communications, 12(1), 1-14.","code":""},{"path":"/reference/angiosperm_phylogeny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Microsynteny-based angiosperm phylogeny. — angiosperm_phylogeny","text":"","code":"data(angiosperm_phylogeny)"},{"path":"/reference/annotation.html","id":null,"dir":"Reference","previous_headings":"","what":"Filtered genome annotation for Ostreococcus sp. species — annotation","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"Data obtained Pico-PLAZA 3.0. annotation data primary transcripts included, genes chromosomes 1, 2, 3.","code":""},{"path":"/reference/annotation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"","code":"data(annotation)"},{"path":"/reference/annotation.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"CompressedGRangesList containing elements Olucimarinus, Osp_RCC809, Otauri.","code":""},{"path":"/reference/annotation.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"Van Bel, M., Silvestri, F., Weitz, E. M., Kreft, L., Botzki, ., Coppens, F., & Vandepoele, K. (2021). PLAZA 5.0: extending scope power comparative functional genomics plants. Nucleic acids research.","code":""},{"path":"/reference/annotation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filtered genome annotation for Ostreococcus sp. species — annotation","text":"","code":"data(annotation)"},{"path":"/reference/binarize_and_transpose.html","id":null,"dir":"Reference","previous_headings":"","what":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"Binarize transpose phylogenomic profile matrix","code":""},{"path":"/reference/binarize_and_transpose.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"","code":"binarize_and_transpose(profile_matrix = NULL)"},{"path":"/reference/binarize_and_transpose.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"profile_matrix matrix phylogenomic profiles obtained phylogenomic_profile.","code":""},{"path":"/reference/binarize_and_transpose.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"binary transposed version profiles matrix.","code":""},{"path":"/reference/binarize_and_transpose.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Binarize and transpose the phylogenomic profile matrix — binarize_and_transpose","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) tmat <- binarize_and_transpose(profile_matrix)"},{"path":"/reference/blast_list.html","id":null,"dir":"Reference","previous_headings":"","what":"List of data frames containing BLAST-like tabular output — blast_list","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"object created running run_diamond protein sequences Ostreococcus algae available proteomes example data. Hits <50% identity filtered . Code recreate data available script/ subdirectory.","code":""},{"path":"/reference/blast_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"","code":"data(blast_list)"},{"path":"/reference/blast_list.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"list data frames containing pairwise comparisons proteomes Ostreococcus species.","code":""},{"path":"/reference/blast_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"List of data frames containing BLAST-like tabular output — blast_list","text":"","code":"data(blast_list)"},{"path":"/reference/check_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if input objects are ready for further analyses — check_input","title":"Check if input objects are ready for further analyses — check_input","text":"Check input objects ready analyses","code":""},{"path":"/reference/check_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if input objects are ready for further analyses — check_input","text":"","code":"check_input(seq = NULL, annotation = NULL, gene_field = \"gene_id\")"},{"path":"/reference/check_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Check if input objects are ready for further analyses — check_input","text":"seq list AAStringSet objects, list element containing protein sequences given species. list must names (NULL), names list element must match names list elements annotation. annotation GRangesList, CompressedGRangesList, list GRanges annotation sequences seq. list must names (NULL), names list element must match names list elements seq. gene_field Character, name column GRanges objects contains gene IDs. Default: \"gene_id\".","code":""},{"path":"/reference/check_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if input objects are ready for further analyses — check_input","text":"TRUE objects pass check.","code":""},{"path":"/reference/check_input.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Check if input objects are ready for further analyses — check_input","text":"function checks input data 3 required conditions: Names seq list (.e., names(seq)) match names annotation GRangesList/CompressedGRangesList (.e., names(annotation)) species (list elements), number sequences seq greater number genes annotation. way ensure users input translated sequences multiple isoforms gene (generated alternative splicing). Ideally, number sequences seq equal number genes annotation, may always stand true non-protein-coding genes. species, sequence names (.e., names(seq[[x]]), equivalent FASTA headers) match gene names annotation.","code":""},{"path":"/reference/check_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if input objects are ready for further analyses — check_input","text":"","code":"data(annotation)  data(proteomes) check_input(proteomes, annotation) #> [1] TRUE"},{"path":"/reference/cluster_network.html","id":null,"dir":"Reference","previous_headings":"","what":"Cluster the synteny network using the Infomap algorithm — cluster_network","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"Cluster synteny network using Infomap algorithm","code":""},{"path":"/reference/cluster_network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"","code":"cluster_network(   network = NULL,   clust_function = igraph::cluster_infomap,   clust_params = NULL )"},{"path":"/reference/cluster_network.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"network network represented edge list, 2-column data frame node 1 first column node 2 second column. synteny network, node 1 node anchor pairs. clust_function Function used cluster network. must one functions cluster_* family igraph package (e.g., cluster_infomap, cluster_leiden, etc). Default: igraph::cluster_infomap. clust_params list additional parameters () passed igraph clustering function. Default: NULL (additional parameters).","code":""},{"path":"/reference/cluster_network.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"2-column data frame following variables: Gene Gene ID. Cluster Cluster ID identified infomap.","code":""},{"path":"/reference/cluster_network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Cluster the synteny network using the Infomap algorithm — cluster_network","text":"","code":"data(network) clusters <- cluster_network(network[1:500, ])"},{"path":"/reference/clusters.html","id":null,"dir":"Reference","previous_headings":"","what":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"Data obtained Zhao & Schranz, 2019.","code":""},{"path":"/reference/clusters.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"","code":"data(clusters)"},{"path":"/reference/clusters.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"2-column data frame containing following variables: Gene Gene ID Cluster Cluster ID","code":""},{"path":"/reference/clusters.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"Zhao, T., & Schranz, M. E. (2019). Network-based microsynteny analysis identifies major differences genomic outliers mammalian angiosperm genomes. Proceedings National Academy Sciences, 116(6), 2165-2174.","code":""},{"path":"/reference/clusters.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Synteny network clusters of BUSCO genes for 25 eudicot species — clusters","text":"","code":"data(clusters)"},{"path":"/reference/collapse_protein_ids.html","id":null,"dir":"Reference","previous_headings":"","what":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"function can used sequence names AAStringSet objects contain protein IDs instead gene IDs (syntenet requires)","code":""},{"path":"/reference/collapse_protein_ids.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"","code":"collapse_protein_ids(seq, protein2gene = NULL)"},{"path":"/reference/collapse_protein_ids.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"seq list AAStringSet objects, list element containing protein sequences given species. list must names (NULL), names list element must match names list elements protein2gene. protein2gene list 2-column data frames containing protein--gene ID correspondences, first column contains protein IDs, second column contains gene IDs. Names list elements must match names seq.","code":""},{"path":"/reference/collapse_protein_ids.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"list AAStringSet objects seq, protein IDs replaced gene IDs.","code":""},{"path":"/reference/collapse_protein_ids.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"species, function replace protein IDs sequence names gene IDs using protein--gene correspondence table protein2gene. replacing protein IDs gene IDs, multiple sequences gene ID (indicating different isoforms gene), longest sequence kept, number sequences greater number genes.","code":""},{"path":"/reference/collapse_protein_ids.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Collapse protein IDs into gene IDs in sequence names of AAStringSet objects — collapse_protein_ids","text":"","code":"# Load data seq_path <- system.file(     \"extdata\", \"RefSeq_parsing_example\", package = \"syntenet\" ) seq <- fasta2AAStringSetlist(seq_path) annot <- gff2GRangesList(seq_path)  # Clean sequence names names(seq$Aalosa) <- gsub(\" .*\", \"\", names(seq$Aalosa))  # Create a correspondence data frame cor_df <- as.data.frame(annot$Aalosa[annot$Aalosa$type == \"CDS\", ]) cor_df <- cor_df[, c(\"Name\", \"gene\")]  # Create a list of correspondence data frames protein2gene <- list(Aalosa = cor_df)  # Collapse IDs new_seqs <- collapse_protein_ids(seq, protein2gene)"},{"path":"/reference/create_species_id_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"Create data frame species IDs (3-5-character abbreviations)","code":""},{"path":"/reference/create_species_id_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"","code":"create_species_id_table(species_names)"},{"path":"/reference/create_species_id_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"species_names character vector names extracted seq annotation lists, can extracted names(seq) names(annotation).","code":""},{"path":"/reference/create_species_id_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"2-column data frame following variables: species_id Character, species ID consisting 3-5 characters. species_name Character, original names passed input.","code":""},{"path":"/reference/create_species_id_table.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data frame of species IDs (3-5-character abbreviations) — create_species_id_table","text":"","code":"# Load 'seq' list (list of AAStringSet objects) data(proteomes)  # Create ID table create_species_id_table(names(proteomes)) #>   species_id species_name #> 1        Olu Olucimarinus #> 2        Osp    OspRCC809"},{"path":"/reference/diamond_is_installed.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if DIAMOND is installed — diamond_is_installed","title":"Check if DIAMOND is installed — diamond_is_installed","text":"Check DIAMOND installed","code":""},{"path":"/reference/diamond_is_installed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if DIAMOND is installed — diamond_is_installed","text":"","code":"diamond_is_installed()"},{"path":"/reference/diamond_is_installed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if DIAMOND is installed — diamond_is_installed","text":"Logical indicating whether DIAMOND installed .","code":""},{"path":"/reference/diamond_is_installed.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if DIAMOND is installed — diamond_is_installed","text":"","code":"diamond_is_installed() #> [1] TRUE"},{"path":"/reference/edges.html","id":null,"dir":"Reference","previous_headings":"","what":"Synteny network of Ostreococcus genomes represented as an edge list — edges","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"object created running infer_syntenet blast_list example data. Code recreate data set available script/ subdirectory.","code":""},{"path":"/reference/edges.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"","code":"data(edges)"},{"path":"/reference/edges.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"data frame containing anchor pairs two Ostreococcus proteomes.","code":""},{"path":"/reference/edges.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Synteny network of Ostreococcus genomes represented as an edge list — edges","text":"","code":"data(edges)"},{"path":"/reference/export_sequences.html","id":null,"dir":"Reference","previous_headings":"","what":"Export processed sequences as FASTA files — export_sequences","title":"Export processed sequences as FASTA files — export_sequences","text":"Export processed sequences FASTA files","code":""},{"path":"/reference/export_sequences.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Export processed sequences as FASTA files — export_sequences","text":"","code":"export_sequences(seq = NULL, outdir = tempdir())"},{"path":"/reference/export_sequences.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Export processed sequences as FASTA files — export_sequences","text":"seq processed list AAStringSet objects returned process_input(). outdir Path output directory FASTA files stored.","code":""},{"path":"/reference/export_sequences.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Export processed sequences as FASTA files — export_sequences","text":"Path exported FASTA files.","code":""},{"path":"/reference/export_sequences.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Export processed sequences as FASTA files — export_sequences","text":"","code":"# Load data data(proteomes) data(annotation)  # Process data pdata <- process_input(proteomes, annotation)  # Export data outdir <- file.path(tempdir(), \"example_test\") export_sequences(pdata$seq, outdir) #> [1] \"/tmp/RtmpsYIwyZ/example_test/Olucimarinus.fasta\" #> [2] \"/tmp/RtmpsYIwyZ/example_test/OspRCC809.fasta\""},{"path":"/reference/fasta2AAStringSetlist.html","id":null,"dir":"Reference","previous_headings":"","what":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"Read FASTA files directory list AAStringSet objects","code":""},{"path":"/reference/fasta2AAStringSetlist.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"","code":"fasta2AAStringSetlist(fasta_dir)"},{"path":"/reference/fasta2AAStringSetlist.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"fasta_dir Character indicating path directory containing FASTA files.","code":""},{"path":"/reference/fasta2AAStringSetlist.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"list AAStringSet objects, element represents different FASTA file.","code":""},{"path":"/reference/fasta2AAStringSetlist.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Read FASTA files in a directory as a list of AAStringSet objects — fasta2AAStringSetlist","text":"","code":"fasta_dir <- system.file(\"extdata\", \"sequences\", package = \"syntenet\") aastringsetlist <- fasta2AAStringSetlist(fasta_dir)"},{"path":"/reference/find_GS_clusters.html","id":null,"dir":"Reference","previous_headings":"","what":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"Find group-specific clusters based user-defined species classification","code":""},{"path":"/reference/find_GS_clusters.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"","code":"find_GS_clusters(   profile_matrix = NULL,   species_annotation = NULL,   min_percentage = 50 )"},{"path":"/reference/find_GS_clusters.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"profile_matrix matrix phylogenomic profiles obtained phylogenomic_profile. species_annotation 2-column data frame species IDs first column (column names profile matrix), species annotation (e.g., higher-level taxonomic information) second column. min_percentage Numeric scalar minimum percentage species group consider group specificity. instance, given cluster present 1 group species, less min_percentage species group, considered group-specific cluster. filtering criterion useful differentiate group-specific clusters (e.g., family-specific) subgroup-specific clusters (e.g., genus-specific). Default: 50.","code":""},{"path":"/reference/find_GS_clusters.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"data frame following variables: Group group species cluster specific. Percentage Percentage species group represented cluster. Cluster Cluster ID.","code":""},{"path":"/reference/find_GS_clusters.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Find group-specific clusters based on user-defined species classification — find_GS_clusters","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters)  # Species annotation species_order <- c(     \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",     \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",     \"Mnot\", \"Zjuj\", \"hlu\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\" ) species_annotation <- data.frame(    Species = species_order,    Family = c(rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),               \"Moraceae\", \"Ramnaceae\", \"Cannabaceae\",                rep(\"Euphorbiaceae\", 3), \"Linaceae\", \"Salicaceae\") ) gs_clusters <- find_GS_clusters(profile_matrix, species_annotation)"},{"path":"/reference/gff2GRangesList.html","id":null,"dir":"Reference","previous_headings":"","what":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"Read GFF/GTF files directory GRangesList object","code":""},{"path":"/reference/gff2GRangesList.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"","code":"gff2GRangesList(gff_dir)"},{"path":"/reference/gff2GRangesList.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"gff_dir Character indicating path directory containing GFF/GTF files.","code":""},{"path":"/reference/gff2GRangesList.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"GRangesList object, element represents different GFF/GTF file.","code":""},{"path":"/reference/gff2GRangesList.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Read GFF/GTF files in a directory as a GRangesList object — gff2GRangesList","text":"","code":"gff_dir <- system.file(\"extdata\", \"annotation\", package = \"syntenet\") grangeslist <- gff2GRangesList(gff_dir)"},{"path":"/reference/infer_microsynteny_phylogeny.html","id":null,"dir":"Reference","previous_headings":"","what":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"Infer microsynteny-based phylogeny IQTREE","code":""},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"","code":"infer_microsynteny_phylogeny(   transposed_profiles = NULL,   bootr = 1000,   alrtboot = 1000,   threads = \"AUTO\",   model = \"MK+FO+R\",   outdir = tempdir(),   outgroup = NULL,   verbose = FALSE )"},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"transposed_profiles binary transposed profile matrix. profile matrix can obtained phylogenomic_profile(). bootr Numeric scalar number bootstrap replicates. Default: 1000. alrtboot Numeric scalar number replicates SH-like approximate likelihood ratio test. Default: 1000. threads Numeric scalar indicating number threads use \"AUTO\", allows IQTREE automatically choose best number threads use. Default: \"AUTO\". model Substitution model use. unsure, pick default. Default: \"MK+FO+R\". outdir Path output directory. default, files saved temporary directory, deleted R session closes. want keep files, specify custom output directory. outgroup Name outgroup clade group phylogeny. Default: NULL (unrooted phylogeny). verbose Logical indicating progress messages prompted. Default: FALSE.","code":""},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"character vector paths output files.","code":""},{"path":"/reference/infer_microsynteny_phylogeny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Infer microsynteny-based phylogeny with IQTREE — infer_microsynteny_phylogeny","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) tmat <- binarize_and_transpose(profile_matrix)  # Leave only some legumes and P. mume as an outgroup for testing purposes included <- c(\"gma\", \"pvu\", \"vra\", \"van\", \"cca\", \"pmu\") tmat <- tmat[rownames(tmat) %in% included, ]  # Remove non-variable sites tmat <- tmat[, colSums(tmat) != length(included)]  if(iqtree_is_installed()) {     phylo <- infer_microsynteny_phylogeny(tmat, outgroup = \"pmu\",                                            threads = 1) }"},{"path":"/reference/infer_syntenet.html","id":null,"dir":"Reference","previous_headings":"","what":"Infer synteny network — infer_syntenet","title":"Infer synteny network — infer_syntenet","text":"Infer synteny network","code":""},{"path":"/reference/infer_syntenet.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Infer synteny network — infer_syntenet","text":"","code":"infer_syntenet(   blast_list = NULL,   annotation = NULL,   outdir = tempdir(),   anchors = 5,   max_gaps = 25,   is_pairwise = TRUE,   verbose = FALSE,   bp_param = BiocParallel::SerialParam(),   ... )"},{"path":"/reference/infer_syntenet.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Infer synteny network — infer_syntenet","text":"blast_list list data frames, data frame tabular output BLASTp similar programs, DIAMOND. output function run_diamond(). performed pairwise comparisons command line, can read tabular output data frames combine list. List names must species names separated underscore. instance, first list element data frame containing comparison speciesA (query) speciesB (database), name must \"speciesA_speciesB\". annotation processed GRangesList, CompressedGRangesList, list GRanges returned process_input(). outdir Path output directory. Default: tempdir(). anchors Numeric indicating minimum required number genes call syntenic block. Default: 5. max_gaps Numeric indicating number upstream downstream genes search anchors. Default: 25. is_pairwise specify pairwise blocks reported Default: TRUE verbose Logical indicating log messages printed screen. Default: FALSE. bp_param BiocParallel back-end used. Default: BiocParallel::SerialParam(). ... additional arguments MCScanX algorithm. complete list available options, see man page rcpp_mcscanx_file().","code":""},{"path":"/reference/infer_syntenet.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Infer synteny network — infer_syntenet","text":"network represented edge list.","code":""},{"path":"/reference/infer_syntenet.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Infer synteny network — infer_syntenet","text":"","code":"# Load data data(proteomes) data(annotation) data(blast_list)  # Create processed annotation list annotation <- process_input(proteomes, annotation)$annotation  # Infer the synteny network net <- infer_syntenet(blast_list, annotation)"},{"path":"/reference/interspecies_synteny.html","id":null,"dir":"Reference","previous_headings":"","what":"Detect interspecies synteny — interspecies_synteny","title":"Detect interspecies synteny — interspecies_synteny","text":"Detect interspecies synteny","code":""},{"path":"/reference/interspecies_synteny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Detect interspecies synteny — interspecies_synteny","text":"","code":"interspecies_synteny(   blast_inter = NULL,   annotation = NULL,   inter_dir = file.path(tempdir(), \"inter\"),   anchors = 5,   max_gaps = 25,   is_pairwise = TRUE,   verbose = FALSE,   bp_param = BiocParallel::SerialParam(),   ... )"},{"path":"/reference/interspecies_synteny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Detect interspecies synteny — interspecies_synteny","text":"blast_inter list BLAST/DIAMOND data frames interspecies comparisons returned run_diamond(). annotation processed GRangesList CompressedGRangesList object returned process_input(). inter_dir Path output directory .collinearity files stored. anchors Numeric indicating minimum required number genes call syntenic block. Default: 5. max_gaps Numeric indicating number upstream downstream genes search anchors. Default: 25. is_pairwise specify pairwise blocks reported Default: TRUE. verbose Logical indicating log messages printed screen. Default: FALSE. bp_param BiocParallel back-end used. Default: BiocParallel::SerialParam(). ... additional arguments MCScanX algorithm. complete list available options, see man page rcpp_mcscanx_file().","code":""},{"path":"/reference/interspecies_synteny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Detect interspecies synteny — interspecies_synteny","text":"Paths .collinearity files.","code":""},{"path":"/reference/interspecies_synteny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Detect interspecies synteny — interspecies_synteny","text":"","code":"# Load data data(proteomes) data(blast_list) data(annotation)  # Get DIAMOND and processed annotation lists blast_inter <- blast_list[2] annotation <- process_input(proteomes, annotation)$annotation  # Detect interspecies synteny intersyn <- interspecies_synteny(blast_inter, annotation)"},{"path":"/reference/intraspecies_synteny.html","id":null,"dir":"Reference","previous_headings":"","what":"Detect intraspecies synteny — intraspecies_synteny","title":"Detect intraspecies synteny — intraspecies_synteny","text":"Detect intraspecies synteny","code":""},{"path":"/reference/intraspecies_synteny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Detect intraspecies synteny — intraspecies_synteny","text":"","code":"intraspecies_synteny(   blast_intra = NULL,   annotation = NULL,   intra_dir = file.path(tempdir(), \"intra\"),   anchors = 5,   max_gaps = 25,   is_pairwise = TRUE,   verbose = FALSE,   bp_param = BiocParallel::SerialParam(),   ... )"},{"path":"/reference/intraspecies_synteny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Detect intraspecies synteny — intraspecies_synteny","text":"blast_intra list BLAST/DIAMOND data frames intraspecies comparisons returned run_diamond(). annotation processed GRangesList CompressedGRangesList object returned process_input(). intra_dir Path output directory .collinearity files stored. anchors Numeric indicating minimum required number genes call syntenic block. Default: 5. max_gaps Numeric indicating number upstream downstream genes search anchors. Default: 25. is_pairwise Logical indicating pairwise blocks reported. Default: TRUE. verbose Logical indicating log messages printed screen. Default: FALSE. bp_param BiocParallel back-end used. Default: BiocParallel::SerialParam(). ... additional arguments MCScanX algorithm. complete list available options, see man page rcpp_mcscanx_file().","code":""},{"path":"/reference/intraspecies_synteny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Detect intraspecies synteny — intraspecies_synteny","text":"Paths .collinearity files.","code":""},{"path":"/reference/intraspecies_synteny.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Detect intraspecies synteny — intraspecies_synteny","text":"","code":"# Load data data(scerevisiae_annot) data(scerevisiae_diamond)  # Detect intragenome synteny intra_syn <- intraspecies_synteny(     scerevisiae_diamond, scerevisiae_annot )"},{"path":"/reference/iqtree_is_installed.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if IQTREE is installed — iqtree_is_installed","title":"Check if IQTREE is installed — iqtree_is_installed","text":"Check IQTREE installed","code":""},{"path":"/reference/iqtree_is_installed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if IQTREE is installed — iqtree_is_installed","text":"","code":"iqtree_is_installed()"},{"path":"/reference/iqtree_is_installed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if IQTREE is installed — iqtree_is_installed","text":"Logical indicating whether IQTREE installed .","code":""},{"path":"/reference/iqtree_is_installed.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if IQTREE is installed — iqtree_is_installed","text":"","code":"iqtree_is_installed() #> [1] TRUE"},{"path":"/reference/iqtree_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Get IQ-TREE version — iqtree_version","title":"Get IQ-TREE version — iqtree_version","text":"Get IQ-TREE version","code":""},{"path":"/reference/iqtree_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get IQ-TREE version — iqtree_version","text":"","code":"iqtree_version()"},{"path":"/reference/iqtree_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get IQ-TREE version — iqtree_version","text":"Numeric indicating IQ-TREE version, either 1 2.","code":""},{"path":"/reference/iqtree_version.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get IQ-TREE version — iqtree_version","text":"","code":"iqtree_version() #> [1] 2"},{"path":"/reference/last_is_installed.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if last is installed — last_is_installed","title":"Check if last is installed — last_is_installed","text":"Check last installed","code":""},{"path":"/reference/last_is_installed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if last is installed — last_is_installed","text":"","code":"last_is_installed()"},{"path":"/reference/last_is_installed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if last is installed — last_is_installed","text":"Logical indicating whether last installed .","code":""},{"path":"/reference/last_is_installed.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Check if last is installed — last_is_installed","text":"","code":"last_is_installed() #> [1] TRUE"},{"path":"/reference/network.html","id":null,"dir":"Reference","previous_headings":"","what":"Synteny network of BUSCO genes for 25 eudicot species — network","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"Data obtained Zhao & Schranz, 2019.","code":""},{"path":"/reference/network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"","code":"data(network)"},{"path":"/reference/network.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"edgelist (.e., 2-column data frame node 1 column 1 node 2 column 2).","code":""},{"path":"/reference/network.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"Zhao, T., & Schranz, M. E. (2019). Network-based microsynteny analysis identifies major differences genomic outliers mammalian angiosperm genomes. Proceedings National Academy Sciences, 116(6), 2165-2174.","code":""},{"path":"/reference/network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Synteny network of BUSCO genes for 25 eudicot species — network","text":"","code":"data(network)"},{"path":"/reference/parse_collinearity.html","id":null,"dir":"Reference","previous_headings":"","what":"Parse .collinearity files obtained with MCScan — parse_collinearity","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":".collinearity files can obtained intraspecies_synteny interspecies_synteny, execute native version MCScan algorithm.","code":""},{"path":"/reference/parse_collinearity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"","code":"parse_collinearity(collinearity_paths = NULL, as = \"anchors\")"},{"path":"/reference/parse_collinearity.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"collinearity_paths Character vector paths .collinearity files. Character specifying extract. One \"anchors\" (default), \"blocks\", \"\".","code":""},{"path":"/reference/parse_collinearity.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"\"anchors\", data frame variables \"Anchor1\", \"Anchor2\". \"blocks\", data frame variables \"Block\", \"Block_score\", \"Chr\", \"Orientation\". \"\", data frame aforementioned variables, indicate: Block Numeric, synteny block ID Block_score Numeric, score synteny block. Chr Character, query target chromosome synteny block formatted \"&\". Orientation Character, orientation genes within blocks, \"plus\" indicating genes direction, \"minus\" indicating genes opposite directions. Anchor1 Character, gene ID anchor 1. Anchor2 Character, gene ID anchor 2.","code":""},{"path":"/reference/parse_collinearity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Parse .collinearity files obtained with MCScan — parse_collinearity","text":"","code":"collinearity_paths <- system.file(     \"extdata\", \"Scerevisiae.collinearity\", package = \"syntenet\" ) net <- parse_collinearity(collinearity_paths)"},{"path":"/reference/phylogenomic_profile.html","id":null,"dir":"Reference","previous_headings":"","what":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"Perform phylogenomic profiling synteny network clusters","code":""},{"path":"/reference/phylogenomic_profile.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"","code":"phylogenomic_profile(clusters = NULL)"},{"path":"/reference/phylogenomic_profile.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"clusters 2-column data frame variables Gene Cluster returned cluster_network.","code":""},{"path":"/reference/phylogenomic_profile.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"matrix rows j columns containing number genes cluster species j. number rows equal number clusters clusters, number columns equal number species clusters.","code":""},{"path":"/reference/phylogenomic_profile.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Perform phylogenomic profiling for synteny network clusters — phylogenomic_profile","text":"","code":"data(clusters) profiles <- phylogenomic_profile(clusters)"},{"path":"/reference/plot_network.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot network — plot_network","title":"Plot network — plot_network","text":"Plot network","code":""},{"path":"/reference/plot_network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot network — plot_network","text":"","code":"plot_network(   network = NULL,   clusters = NULL,   cluster_id = NULL,   color_by = \"cluster\",   interactive = FALSE,   dim_interactive = c(600, 600) )"},{"path":"/reference/plot_network.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot network — plot_network","text":"network synteny network represented edge list, 2-column data frame member anchor pair column. clusters 2-column data frame variables Gene Cluster representing gene ID cluster ID, respectively, exactly returned cluster_network. cluster_id Character scalar vector cluster ID. one cluster passed input, clusters colored differently. color_by Either \"cluster\" 2-column data frame gene IDs first column variable used coloring (e.g., taxonomic information) second column. interactive Logical scalar indicating whether display interactive network . Default: FALSE. dim_interactive Numeric vector length 2 window dimensions interactive plot. interactive set FALSE, parameter ignored.","code":""},{"path":"/reference/plot_network.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot network — plot_network","text":"ggplot object network.","code":""},{"path":"/reference/plot_network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot network — plot_network","text":"","code":"data(network) data(clusters) # Option 1: 1 cluster cluster_id <- 25 plot_network(network, clusters, cluster_id)   # Option 2: 2 clusters cluster_id <- c(25, 1089) plot_network(network, clusters, cluster_id)   # Option 3: custom annotation for coloring species_order <- c(     \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",     \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",     \"Mnot\", \"Zjuj\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\" )  species_annotation <- data.frame(    Species = species_order,    Family = c(rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),               \"Moraceae\", \"Ramnaceae\", rep(\"Euphorbiaceae\", 3),                \"Linaceae\", \"Salicaceae\") ) genes <- unique(c(network$node1, network$node2)) gene_df <- data.frame(     Gene = genes,     Species = unlist(lapply(strsplit(genes, \"_\"), head, 1)) ) gene_df <- merge(gene_df, species_annotation)[, c(\"Gene\", \"Family\")]  plot_network(network, clusters, cluster_id = 25, color_by = gene_df)"},{"path":"/reference/plot_profiles.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot a heatmap of phylogenomic profiles — plot_profiles","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"Plot heatmap phylogenomic profiles","code":""},{"path":"/reference/plot_profiles.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"","code":"plot_profiles(   profile_matrix = NULL,   species_annotation = NULL,   palette = \"Greens\",   dist_function = stats::dist,   dist_params = list(method = \"euclidean\"),   clust_function = stats::hclust,   clust_params = list(method = \"ward.D\"),   cluster_species = FALSE,   show_colnames = FALSE,   discretize = TRUE,   ... )"},{"path":"/reference/plot_profiles.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"profile_matrix matrix phylogenomic profiles obtained phylogenomic_profile. species_annotation 2-column data frame species IDs first column (column names profile matrix), species annotation (e.g., higher-level taxonomic information) second column. palette character vector colors character scalar name RColorBrewer palette. Default: \"RdYlBu\". dist_function Function use calculate distance matrix synteny clusters. Popular examples include stats::dist, labdsv::dsvdis, vegan::vegdist. Default: stats::dist. dist_params list parameters passed function specified parameter dist_function. Default: list(method = \"euclidean\"). clust_function Function use cluster distance matrix returned function specified dist_function. Examples include stats::hclust Rclusterpp::Rclusterpp.hclust. Default: stats::hclust. clust_params list additional parameters () passed function specified parameter clust_function. Default: list(method = \"ward.D\"). cluster_species Either logical scalar (TRUE FALSE) character vector order species arranged. TRUE FALSE indicate whether hierarchical clustering applied rows (species). Ideally, character vector contain order species phylogenetically meaningful way. users pass named vector, vector names used rename species. users species tree, can read treeio::read.tree(), plot ggtree::ggtree(), get species order ggtree object ggtree::get_taxa_name(). Default: FALSE. show_colnames Logical indicating whether show column names (.e., cluster IDs) . Showing cluster IDs can useful visualizing small subset . visualizing clusters, cluster IDs impossible read. Default: FALSE. discretize Logical indicating whether discretize clusters 4 categories: 0, 1, 2, 3+. FALSE, counts log2 transformed. Default: TRUE. ... Additional parameters pheatmap::pheatmap().","code":""},{"path":"/reference/plot_profiles.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"pheatmap object.","code":""},{"path":"/reference/plot_profiles.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot a heatmap of phylogenomic profiles — plot_profiles","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) species_order <- c(     \"vra\", \"van\", \"pvu\", \"gma\", \"cca\", \"tpr\", \"mtr\", \"adu\", \"lja\",     \"Lang\", \"car\", \"pmu\", \"ppe\", \"pbr\", \"mdo\", \"roc\", \"fve\",     \"Mnot\", \"Zjuj\", \"jcu\", \"mes\", \"rco\", \"lus\", \"ptr\" ) species_names <- c(     \"V. radiata\", \"V. angularis\", \"P. vulgaris\", \"G. max\", \"C. cajan\",     \"T. pratense\", \"M. truncatula\", \"A. duranensis\", \"L. japonicus\",     \"L. angustifolius\", \"C. arietinum\", \"P. mume\", \"P. persica\",     \"P. bretschneideri\", \"M. domestica\", \"R. occidentalis\",      \"F. vesca\", \"M. notabilis\", \"Z. jujuba\", \"J. curcas\",     \"M. esculenta\", \"R. communis\", \"L. usitatissimum\", \"P. trichocarpa\" ) names(species_order) <- species_names species_annotation <- data.frame(    Species = species_order,    Family = c(rep(\"Fabaceae\", 11), rep(\"Rosaceae\", 6),               \"Moraceae\", \"Ramnaceae\", rep(\"Euphorbiaceae\", 3),                \"Linaceae\", \"Salicaceae\") ) p <- plot_profiles(profile_matrix, species_annotation,                     cluster_species = species_order)                      p <- plot_profiles(profile_matrix, species_annotation,                     cluster_species = species_order,                     discretize = FALSE)"},{"path":"/reference/process_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Process sequence data — process_input","title":"Process sequence data — process_input","text":"Process sequence data","code":""},{"path":"/reference/process_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Process sequence data — process_input","text":"","code":"process_input(   seq = NULL,   annotation = NULL,   gene_field = \"gene_id\",   filter_annotation = FALSE )"},{"path":"/reference/process_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Process sequence data — process_input","text":"seq list AAStringSet objects, list element containing protein sequences given species. list must names (NULL), names list element must match names list elements annotation. annotation GRangesList, CompressedGRangesList, list GRanges annotation sequences seq. list must names (NULL), names list element must match names list elements seq. gene_field Character, name column GRanges objects contains gene IDs. Default: \"gene_id\". filter_annotation Logical indicating whether annotation filtered keep genes also seq. particularly useful users want remove information non-protein coding genes annotation, since genes typically present sets whole-genome protein sequences. Default: FALSE.","code":""},{"path":"/reference/process_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Process sequence data — process_input","text":"list 2 elements: seq processed list AAStringSet objects seq. annotation processed GRangesList CompressedGRangesList object annotation.","code":""},{"path":"/reference/process_input.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Process sequence data — process_input","text":"function processes input sequences annotation : Remove whitespace anything sequence names (.e., names(seq[[x]]), equivalent FASTA headers), . Add unique species identifier sequence names. species identifier consists first 3-5 strings element name. instance, first element seq list named \"Athaliana\", sequence identifier \"Atha_\" added beginning gene name (e.g., Atha_AT1G01010). sequences asterisk (*) representing stop codon, remove . Add unique species identifier () gene chromosome names element annotation GRangesList/CompressedGRangesList. Filter element annotation GRangesList/CompressedGRangesList keep seqnames, ranges, gene ID.","code":""},{"path":"/reference/process_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Process sequence data — process_input","text":"","code":"data(annotation) data(proteomes) seq <- proteomes clean_data <- process_input(seq, annotation)"},{"path":"/reference/profiles2phylip.html","id":null,"dir":"Reference","previous_headings":"","what":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"Save transposed binary profiles matrix file PHYLIP format","code":""},{"path":"/reference/profiles2phylip.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"","code":"profiles2phylip(transposed_profiles = NULL, outdir = tempdir())"},{"path":"/reference/profiles2phylip.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"transposed_profiles binary transposed profile matrix. profile matrix can obtained phylogenomic_profile(). outdir Path output directory. default, files saved temporary directory, deleted R session closes. want keep files, specify custom output directory.","code":""},{"path":"/reference/profiles2phylip.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"Character specifying path PHYLIP file.","code":""},{"path":"/reference/profiles2phylip.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Save the transposed binary profiles matrix to a file in PHYLIP format — profiles2phylip","text":"","code":"data(clusters) profile_matrix <- phylogenomic_profile(clusters) tmat <- binarize_and_transpose(profile_matrix) profiles2phylip(tmat) #> [1] \"/tmp/RtmpsYIwyZ/microsynteny_phylogeny_21_Mar_2024_08h19.phy\""},{"path":"/reference/proteomes.html","id":null,"dir":"Reference","previous_headings":"","what":"Filtered proteomes of Ostreococcus sp. species — proteomes","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"Data obtained Pico-PLAZA 3.0. translated sequences primary transcripts included, genes chromosomes 1, 2, 3.","code":""},{"path":"/reference/proteomes.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"","code":"data(proteomes)"},{"path":"/reference/proteomes.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"list AAStringSet objects containing elements Olucimarinus, Osp_RCC809, Otauri.","code":""},{"path":"/reference/proteomes.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"Van Bel, M., Silvestri, F., Weitz, E. M., Kreft, L., Botzki, ., Coppens, F., & Vandepoele, K. (2021). PLAZA 5.0: extending scope power comparative functional genomics plants. Nucleic acids research.","code":""},{"path":"/reference/proteomes.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filtered proteomes of Ostreococcus sp. species — proteomes","text":"","code":"data(proteomes)"},{"path":"/reference/rcpp_mcscanx_file.html","id":null,"dir":"Reference","previous_headings":"","what":"rcpp_mcscanx_file — rcpp_mcscanx_file","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"MCSCanX provides clustering module viewing relationship collinear segments multiple genomes (heavily redundant genomes). takes predicted pairwise segments dynamic programming (DAGchainer particular) tries build consensus segments set related, overlapping segments.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"","code":"rcpp_mcscanx_file(   blast_file,   gff_file,   prefix = \"out\",   outdir = \"\",   match_score = 50L,   gap_penalty = -1L,   match_size = 5L,   e_value = 1e-05,   max_gaps = 25L,   overlap_window = 5L,   is_pairwise = FALSE,   in_synteny = 0L,   species_id_length = 3L,   verbose = FALSE )"},{"path":"/reference/rcpp_mcscanx_file.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"blast_file Character indicating path BLAST/DIAMOND output file. gff_file Character indicating path \"gff\" file, tab-delimited file 4 columns indicating chromosome name, gene id, gene start position, gene end position, respectively. prefix Character indicating prefix output files. Default: \"\". outdir Character indicating path output directory. Default: \"\". match_score Numeric indicating match score. Default: 50. gap_penalty Numeric indicating gap penalty. Default: -1. match_size Numeric indicating minimum number genes required call synteny. Default: 5. e_value Numeric indicating minimum e-value allowed. Default: 1e-5. max_gaps Numeric indicating maximum number gaps genes allowed. unit measure gaps number genes, max_gaps = 20 indicates maximum 20 genes can exist two homologous genes synteny called. Default: 25. overlap_window Numeric indicating overlap window. Default: 5. is_pairwise Logical indicating whether pairwise blocks reported. Default: FALSE. in_synteny Numeric indicating patterns collinear blocks, 0 indicates intra interspecies comparisons, 1 indicates intraspecies comparisons, 2 indicates interspecies comparisons. Default: 0. species_id_length Integer indicating length species IDs. Default: 3. 0: intra- inter-species (default); 1: intra-species; 2: inter-species verbose Logical indicating whether print progress messages screen. Default: FALSE.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"NULL, .collinearity file created directory specified outdir.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"references","dir":"Reference","previous_headings":"","what":"References","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"Wang et al. (2012) MCScanX: toolkit detection evolutionary analysis gene synteny collinearity. Nucleic acids research. 40.7, e49-e49. Haas et al. (2004) DAGchainer: tool mining segmental genome duplications synteny. Bioinformatics. 20.18 3643-3646.","code":""},{"path":"/reference/rcpp_mcscanx_file.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"rcpp_mcscanx_file — rcpp_mcscanx_file","text":"Kristian K Ullrich Fabricio Almeida-Silva","code":""},{"path":"/reference/read_diamond.html","id":null,"dir":"Reference","previous_headings":"","what":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"Read DIAMOND/BLAST tables list data frames","code":""},{"path":"/reference/read_diamond.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"","code":"read_diamond(diamond_dir = NULL)"},{"path":"/reference/read_diamond.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"diamond_dir Path directory containing tabular output DIAMOND similar programs (e.g., BLAST).","code":""},{"path":"/reference/read_diamond.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"list data frames tabular DIAMOND output.","code":""},{"path":"/reference/read_diamond.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Read DIAMOND/BLAST tables as a list of data frames — read_diamond","text":"","code":"# Path to output directory diamond_dir <- system.file(\"extdata\", package = \"syntenet\")  # Read output l <- read_diamond(diamond_dir)"},{"path":"/reference/run_diamond.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to run DIAMOND from an R session — run_diamond","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"Wrapper run DIAMOND R session","code":""},{"path":"/reference/run_diamond.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"","code":"run_diamond(   seq = NULL,   top_hits = 5,   verbose = FALSE,   outdir = tempdir(),   threads = NULL,   compare = \"all\",   ... )"},{"path":"/reference/run_diamond.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"seq processed list AAStringSet objects returned process_input(). top_hits Number top hits keep DIAMOND search. Default: 5. verbose Logical indicating progress messages printed. Default: FALSE. outdir Output directory DIAMOND results. default, output files saved temporary directory. threads Number threads use. Default: let DIAMOND auto-detect use available virtual cores machine. compare Character scalar indicating comparisons made running DIAMOND. Possible modes \"\" (-vs-comparisons), \"intraspecies\" (intraspecies comparisons ), \"interspecies\" (interspecies comparisons ). Alternatively, users can pass 2-column data frame input names species compared. ... additional arguments diamond blastp.","code":""},{"path":"/reference/run_diamond.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"list data frames containing DIAMOND's tabular output pairwise combination species. n species, list length \\(n^2\\).","code":""},{"path":"/reference/run_diamond.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper to run DIAMOND from an R session — run_diamond","text":"","code":"data(proteomes) data(annotation) seq <- process_input(proteomes, annotation)$seq[1:2] if(diamond_is_installed()) {     diamond_results <- run_diamond(seq) }"},{"path":"/reference/run_last.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to run last from an R session — run_last","title":"Wrapper to run last from an R session — run_last","text":"Wrapper run last R session","code":""},{"path":"/reference/run_last.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to run last from an R session — run_last","text":"","code":"run_last(   seq = NULL,   verbose = FALSE,   outdir = tempdir(),   threads = 1,   compare = \"all\",   lastD = 1e+06,   ... )"},{"path":"/reference/run_last.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to run last from an R session — run_last","text":"seq processed list AAStringSet objects returned process_input(). verbose Logical indicating progress messages printed. Default: FALSE. outdir Output directory last results. default, output files saved temporary directory. threads Number threads use. Default: 1. compare Character scalar indicating comparisons made running last. Possible modes \"\" (-vs-comparisons), \"intraspecies\" (intraspecies comparisons ), \"interspecies\" (interspecies comparisons ). Alternatively, users can pass 2-column data frame input names species compared. lastD last option D: query letters per random alignment. Default: 1e6. ... additional arguments lastal.","code":""},{"path":"/reference/run_last.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to run last from an R session — run_last","text":"list data frames containing last's tabular output pairwise combination species. n species, list length \\(n^2\\).","code":""},{"path":"/reference/run_last.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper to run last from an R session — run_last","text":"","code":"data(proteomes) data(annotation) seq <- process_input(proteomes, annotation)$seq[1:2] if(last_is_installed()) {     last_results <- run_last(seq) }"},{"path":"/reference/scerevisiae_annot.html","id":null,"dir":"Reference","previous_headings":"","what":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"Data obtained Ensembl Fungi. annotation data primary transcripts included.","code":""},{"path":"/reference/scerevisiae_annot.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"","code":"data(scerevisiae_annot)"},{"path":"/reference/scerevisiae_annot.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"GRangesList returned process_input() containing element Scerevisiae.","code":""},{"path":"/reference/scerevisiae_annot.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Genome annotation of the yeast species S. cerevisiae — scerevisiae_annot","text":"","code":"data(scerevisiae_annot)"},{"path":"/reference/scerevisiae_diamond.html","id":null,"dir":"Reference","previous_headings":"","what":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"List obtained run_diamond().","code":""},{"path":"/reference/scerevisiae_diamond.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"","code":"data(scerevisiae_diamond)"},{"path":"/reference/scerevisiae_diamond.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"list data frames (length 1) containing whole paranome S. cerevisiae resulting intragenome similarity searches.","code":""},{"path":"/reference/scerevisiae_diamond.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Intraspecies DIAMOND output for S. cerevisiae — scerevisiae_diamond","text":"","code":"data(scerevisiae_diamond)"},{"path":"/reference/syntenet-package.html","id":null,"dir":"Reference","previous_headings":"","what":"syntenet: Inference And Analysis Of Synteny Networks — syntenet-package","title":"syntenet: Inference And Analysis Of Synteny Networks — syntenet-package","text":"syntenet can used infer synteny networks whole-genome protein sequences analyze . Anchor pairs detected MCScanX algorithm, ported package Rcpp framework R C++ integration. Anchor pairs synteny analyses treated undirected unweighted graph (.e., synteny network), users can perform: . network clustering; ii. phylogenomic profiling (identifying species contain clusters) ; iii. microsynteny-based phylogeny reconstruction maximum likelihood.","code":""},{"path":[]},{"path":"/reference/syntenet-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"syntenet: Inference And Analysis Of Synteny Networks — syntenet-package","text":"Maintainer: Fabrício Almeida-Silva fabricio_almeidasilva@hotmail.com (ORCID) Authors: Tao Zhao tao.zhao@nwafu.edu.cn (ORCID) Kristian K Ullrich ullrich@evolbio.mpg.de (ORCID) Yves Van de Peer yves.vandepeer@psb.vib-ugent.(ORCID)","code":""},{"path":"/news/index.html","id":"syntenet-0990","dir":"Changelog","previous_headings":"","what":"syntenet 0.99.0","title":"syntenet 0.99.0","text":"NEW FEATURES Added NEWS.md file track changes package.","code":""},{"path":"/news/index.html","id":"syntenet-0995","dir":"Changelog","previous_headings":"","what":"syntenet 0.99.5","title":"syntenet 0.99.5","text":"NEW FEATURES Replaced distance measure clustering phylogenomic profiles: vegan::vegdist labdsv::dsvdis","code":""},{"path":"/news/index.html","id":"syntenet-0997","dir":"Changelog","previous_headings":"","what":"syntenet 0.99.7","title":"syntenet 0.99.7","text":"NEW FEATURES Added functions fasta2AAStringSetlist gff2GRangesList help users read multiple FASTA GFF/GTF files list AAStringSet GRangesList, respectively. Updated vignette instruct users load FASTA GFF/GTF files R session.","code":""},{"path":"/news/index.html","id":"syntenet-111","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.1","title":"syntenet 1.1.1","text":"NEW FEATURES Ward’s clustering synteny clusters now performed prior plotting plot_profiles(), phylogenomic_profile(). consequence, phylogenomic_profile() now returns matrix profiles, list containing matrix hclust object. Added option handle names vector cluster_species new names display heatmap. way, species abbreviations can easily replaced species’ full names make plots look better. Added parameters dist_function dist_params allow users specify function parameters calculate distance matrix passed Ward’s clustering.","code":""},{"path":"/news/index.html","id":"syntenet-112","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.2","title":"syntenet 1.1.2","text":"NEW FEATURES Added parameters clust_function clust_params cluster_network() let users pass igraph::cluster_* function cluster synteny network. Added parameters clust_function clust_params plot_profiles() let users control method used cluster distance matrix (columns phylogenomic profiles). Updated vignette reflect changes mentioned included FAQ item instructions update R PATH variable.","code":""},{"path":"/news/index.html","id":"syntenet-113","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.3","title":"syntenet 1.1.3","text":"BUG FIXES Tidy evaluation aes_() deprecated ggplot 3.0.0, testthat now returns warnings . Replaced aes_() aes() .data rlang package.","code":""},{"path":"/news/index.html","id":"syntenet-114","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.4","title":"syntenet 1.1.4","text":"BUG FIXES Replaced sprintf calls snprintf calls C++ code address warnings devel branch Bioc UPDATES Added CITATION file reference published paper","code":""},{"path":"/news/index.html","id":"syntenet-115","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.5","title":"syntenet 1.1.5","text":"BUG FIXES Fixed species ID retrieval adding exported function named create_species_id_table() correctly creates unique species IDs (3-5 characters), even first 5 characters equal. intraspecies_synteny() interspecies_synteny() (originally unexported) now take output process_input(), makes consistent entire package. NEW FEATURES make easier users want run DIAMOND command line, added functions export_sequences() read_diamond(), write processed sequences FASTA files read DIAMOND output, respectively. example code run DIAMOND command line added vignette. Included section vignette use syntenet synteny detection program (.e., find synteny within single genome two genomes).","code":""},{"path":"/news/index.html","id":"syntenet-116","dir":"Changelog","previous_headings":"","what":"syntenet 1.1.6","title":"syntenet 1.1.6","text":"BUG FIXES Added check IQ-TREE version installed. IQ-TREE2 installed (IQ-TREE), arguments call modified accordingly, IQ-TREE developers changed parameters (e.g., -bb now -B). NEW FEATURES Added parameter parse_collinearity() allows extraction synteny block information .collinearity files. vignette updated accordingly.","code":""},{"path":"/news/index.html","id":"syntenet-131","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.1","title":"syntenet 1.3.1","text":"NEW FEATURES Added function collapse_protein_ids() replace protein IDs sequence names (equivalent FASTA headers) gene IDs. multiple protein gene, onlt longest kept. Vignette updated accordingly.","code":""},{"path":"/news/index.html","id":"syntenet-132","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.2","title":"syntenet 1.3.2","text":"BUG FIXES Strand information now preserved output process_input() (users want plot synteny).","code":""},{"path":[]},{"path":"/news/index.html","id":"syntenet-134","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.4","title":"syntenet 1.3.4","text":"BUG FIXES","code":""},{"path":"/news/index.html","id":"syntenet-135","dir":"Changelog","previous_headings":"","what":"syntenet 1.3.5","title":"syntenet 1.3.5","text":"NEW FEATURES Added function run_last() run alternative BLAST search. Vignette updated accordingly.","code":""}]