From df2fcd2e5e48298131ebf7a00bf2ed80a9fc2d96 Mon Sep 17 00:00:00 2001
From: Timo Bejan <timo@devplant.ro>
Date: Mon, 9 May 2022 12:14:09 +0300
Subject: [PATCH] RED-3946 - quotation-mark fix

---
 .../redaction/model/SearchableText.java       |  15 +++++----------
 .../redaction/utils/EntitySearchUtils.java    |   9 ++-------
 .../redaction/utils/SeparatorUtils.java       |  15 +++++++++++++++
 .../AnalyseFileRealDataIntegrationTest.java   |  18 ++++++++++--------
 .../resources/performance/data/test-quote.pdf | Bin 0 -> 35067 bytes
 5 files changed, 32 insertions(+), 25 deletions(-)
 create mode 100644 redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/SeparatorUtils.java
 create mode 100644 redaction-service-v1/redaction-service-server-v1/src/test/resources/performance/data/test-quote.pdf

diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/model/SearchableText.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/model/SearchableText.java
index 774b3b6c..3d89445a 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/model/SearchableText.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/model/SearchableText.java
@@ -3,6 +3,7 @@ package com.iqser.red.service.redaction.v1.server.redaction.model;
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.SeparatorUtils;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
 
 import java.util.ArrayList;
@@ -92,8 +93,8 @@ public class SearchableText {
                         .get(i)
                         .charAt(j, caseInsensitive) == '-') {
 
-                    if (counter != 0 || i == 0 && j == 0 || j != 0 && isSeparator(searchSpace.get(i)
-                            .charAt(j - 1, caseInsensitive)) || j == 0 && i != 0 && isSeparator(searchSpace.get(i - 1)
+                    if (counter != 0 || i == 0 && j == 0 || j != 0 && SeparatorUtils.isSeparator(searchSpace.get(i)
+                            .charAt(j - 1, caseInsensitive)) || j == 0 && i != 0 && SeparatorUtils.isSeparator(searchSpace.get(i - 1)
                             .charAt(searchSpace.get(i - 1)
                                     .length() - 1, caseInsensitive)) || j == 0 && i != 0 && searchSpace.get(i - 1)
                             .charAt(searchSpace.get(i - 1).length() - 1, caseInsensitive) != ' ' && searchSpace.get(i)
@@ -109,9 +110,9 @@ public class SearchableText {
                         crossSequenceParts.add(partMatch);
 
                         if (i == searchSpace.size() - 1 && j == searchSpace.get(i)
-                                .length() - 1 || j != searchSpace.get(i).length() - 1 && isSeparator(searchSpace.get(i)
+                                .length() - 1 || j != searchSpace.get(i).length() - 1 && SeparatorUtils.isSeparator(searchSpace.get(i)
                                 .charAt(j + 1, caseInsensitive)) || j == searchSpace.get(i)
-                                .length() - 1 && isSeparator(searchSpace.get(i + 1)
+                                .length() - 1 && SeparatorUtils.isSeparator(searchSpace.get(i + 1)
                                 .charAt(0, caseInsensitive)) || j == searchSpace.get(i)
                                 .length() - 1 && searchSpace.get(i)
                                 .charAt(j, caseInsensitive) != ' ' && searchSpace.get(i + 1)
@@ -179,12 +180,6 @@ public class SearchableText {
     }
 
 
-    private boolean isSeparator(char c) {
-
-        return Character.isWhitespace(c) || Pattern.matches("\\p{Punct}", String.valueOf(c)) || c == '\"' || c == '‘' || c == '’' || c == '”';
-    }
-
-
     @Override
     public String toString() {
         return buildString(sequences);
diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/EntitySearchUtils.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/EntitySearchUtils.java
index 0fc10144..267bd156 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/EntitySearchUtils.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/EntitySearchUtils.java
@@ -4,7 +4,6 @@ import com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary;
 import com.iqser.red.service.redaction.v1.server.redaction.model.*;
 import lombok.experimental.UtilityClass;
 import lombok.extern.slf4j.Slf4j;
-import org.ahocorasick.trie.Trie;
 
 import java.util.*;
 import java.util.regex.Pattern;
@@ -47,18 +46,14 @@ public class EntitySearchUtils {
 
     private void validateAndAddEntity(Set<Entity> entities, FindEntityDetails findEntityDetails, String inputString, int startIndex, int stopIndex) {
 
-        if (startIndex > -1 && (startIndex == 0 || Character.isWhitespace(inputString.charAt(startIndex - 1)) || isSeparator(inputString.charAt(startIndex - 1))) && (stopIndex == inputString.length() || isSeparator(inputString.charAt(stopIndex)))) {
+        if ((startIndex == 0 || SeparatorUtils.isSeparator(inputString.charAt(startIndex - 1)))
+                && (stopIndex == inputString.length() || SeparatorUtils.isSeparator(inputString.charAt(stopIndex)))) {
             entities.add(new Entity(inputString.substring(startIndex, stopIndex), findEntityDetails.getType(), startIndex, stopIndex,
                     findEntityDetails.getHeadline(), findEntityDetails.getSectionNumber(), findEntityDetails.isDictionaryEntry(),
                     findEntityDetails.isDossierDictionary(), findEntityDetails.getEngine(), findEntityDetails.getEntityType()));
         }
     }
 
-    private boolean isSeparator(char c) {
-
-        return Character.isWhitespace(c) || Pattern.matches("\\p{Punct}", String.valueOf(c)) || c == '\"' || c == '‘' || c == '’';
-    }
-
 
     public Set<Entity> clearAndFindPositions(Set<Entity> entities, SearchableText text, Dictionary dictionary) {
 
diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/SeparatorUtils.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/SeparatorUtils.java
new file mode 100644
index 00000000..5e4766ec
--- /dev/null
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/utils/SeparatorUtils.java
@@ -0,0 +1,15 @@
+package com.iqser.red.service.redaction.v1.server.redaction.utils;
+
+import java.util.Set;
+import java.util.regex.Pattern;
+
+public class SeparatorUtils {
+
+    private final static Set<Character> quotes = Set.of('\'', '\u0022', '\u00AB', '\u00BB', '\u2018', '\u2019', '\u201A', '\u201C', '\u201D', '\u201E'
+            , '\u2039', '\u203A');
+
+
+    public static boolean isSeparator(char c) {
+        return Character.isWhitespace(c) || Pattern.matches("\\p{Punct}", String.valueOf(c)) || quotes.contains(c);
+    }
+}
diff --git a/redaction-service-v1/redaction-service-server-v1/src/test/java/com/iqser/red/service/redaction/v1/server/realdata/AnalyseFileRealDataIntegrationTest.java b/redaction-service-v1/redaction-service-server-v1/src/test/java/com/iqser/red/service/redaction/v1/server/realdata/AnalyseFileRealDataIntegrationTest.java
index 760c1993..42101901 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/test/java/com/iqser/red/service/redaction/v1/server/realdata/AnalyseFileRealDataIntegrationTest.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/test/java/com/iqser/red/service/redaction/v1/server/realdata/AnalyseFileRealDataIntegrationTest.java
@@ -7,7 +7,6 @@ import com.iqser.red.service.redaction.v1.model.AnalyzeRequest;
 import com.iqser.red.service.redaction.v1.model.MessageType;
 import lombok.SneakyThrows;
 import lombok.extern.slf4j.Slf4j;
-import org.junit.Ignore;
 import org.junit.Test;
 import org.springframework.core.io.ClassPathResource;
 
@@ -18,7 +17,7 @@ import java.util.Set;
 @Slf4j
 public class AnalyseFileRealDataIntegrationTest extends LiveDataIntegrationTest {
 
-
+    public static final String FILE_NAME = "test-file";
 
     @Test
     @SneakyThrows
@@ -27,12 +26,12 @@ public class AnalyseFileRealDataIntegrationTest extends LiveDataIntegrationTest
         ObjectMapper om = new ObjectMapper();
         om.registerModule(new JavaTimeModule());
 
-        var file = new ClassPathResource(BASE_DIR + "data/test-file.pdf").getInputStream();
+        var file = new ClassPathResource(BASE_DIR + "data/" + FILE_NAME + ".pdf").getInputStream();
         redactionStorageService.storeObject("dossierId", "fileId", FileType.ORIGIN, file);
 
 
         try {
-            var nerData = new ClassPathResource(BASE_DIR + "data/test-file.ner.json").getInputStream();
+            var nerData = new ClassPathResource(BASE_DIR + "data/" + FILE_NAME + ".ner.json").getInputStream();
             redactionStorageService.storeObject("dossierId", "fileId", FileType.NER_ENTITIES, nerData);
         } catch (Exception e) {
             log.warn("No NER File Provided");
@@ -52,8 +51,8 @@ public class AnalyseFileRealDataIntegrationTest extends LiveDataIntegrationTest
 
 
         try {
-            var text = new ClassPathResource(BASE_DIR + "data/test-file.text.json").getInputStream();
-            var sectionText = new ClassPathResource(BASE_DIR + "data/test-file.section-grid.json").getInputStream();
+            var text = new ClassPathResource(BASE_DIR + "data/" + FILE_NAME + ".text.json").getInputStream();
+            var sectionText = new ClassPathResource(BASE_DIR + "data/" + FILE_NAME + ".section-grid.json").getInputStream();
             redactionStorageService.storeObject("dossierId", "fileId", FileType.TEXT, text);
             redactionStorageService.storeObject("dossierId", "fileId", FileType.SECTION_GRID, sectionText);
         } catch (Exception e) {
@@ -66,7 +65,7 @@ public class AnalyseFileRealDataIntegrationTest extends LiveDataIntegrationTest
 
 
         try {
-            var redactionLog = new ClassPathResource(BASE_DIR + "data/test-file.redaction-log.json").getInputStream();
+            var redactionLog = new ClassPathResource(BASE_DIR + "data/" + FILE_NAME + ".redaction-log.json").getInputStream();
         } catch (Exception e) {
             log.info("No redaction log provided, Performing full analysis");
 
@@ -76,10 +75,13 @@ public class AnalyseFileRealDataIntegrationTest extends LiveDataIntegrationTest
         }
 
 
-        simulateIncrement(List.of("type"), "PII", 3L);
+        simulateIncrement(List.of("Desiree"), "PII", 3L);
         ar.setMessageType(MessageType.REANALYSE);
         String in = om.writeValueAsString(ar);
         redactionMessageReceiver.receiveAnalyzeRequest(in, false);
+
+
+        // var log = redactionStorageService.getRedactionLog("dossierId","fileId");
     }
 
 }
diff --git a/redaction-service-v1/redaction-service-server-v1/src/test/resources/performance/data/test-quote.pdf b/redaction-service-v1/redaction-service-server-v1/src/test/resources/performance/data/test-quote.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..2b0fb6e9e377daf5dcbc44f518af022ee10b7528
GIT binary patch
literal 35067
zcmagEV{~R+urAuMZQHh!PSUY$+wR!5-`MWhcG7uc+qUidef#cx_8DWJbMN}Is%q7&
zIo6oZtTESm9ty=@;tVW|9IzCF#e-dgErWTmti;U34#w87{QOL^X7(1Ymc(rTM3kAt
zt!!P*oSDRJja<!snVC44nh6TRy0|)<8QH;lWLIm9kL`1!ZynQgF%B*AG?2pu^~dFi
zxX(j&V0WA$NSDp5PMkk)9B^}e`lpj1ug<j_^pJI8W-@ht<1V)?8EyXx;H0utUV6MI
z>NM!F`BH;@^Zl~n%5f)Y@l7U1zJGl_dPifQxxLRLLPEsnz3%8I(#3wd-66FbwQ>He
zE91BymwXoxk`+lAvvD46iyNa@XuMzmyW8&JJDDXX6<d*lHeZX{u@p%9QGg?tIpg`m
zm%vZpyG>`R6Db})nx{pIU=VWS3?NBd@jg-GiP<ROMwhI}GhM}edqmztxN6FivFeQO
z-(WYo9eD~g-zSE<1Xn!ayZP%$LS?-5)WxeejCpc0N^b@y980hoQLjlFlY`Ssjd!WU
zE9M_U?up$;kRLu#DMcjZM=6n1FLx${4`oOS_ft1EG(*305^|Q2l1_zH9`I%+iJuo@
zf3lBT6Ow<25)Q0Uby<2}vYGM$v*bZb<FH613(|#&Ov}CN8<1d}>sv=tB7_rdGAYPO
zb->v%Tp$n{dx|`d-A)k6=l7BHR*na=kCZqL_w60ajG}3PZXDZl|1ssyD@hQHp^SQI
zjr5|nzNA^pmy`M_)=ndk*@>moZZYItByar(6+9L?Ii1ah+&el&tCA4zUKNnoVxguv
ztv_McHo2v#x#-@KdxjJpK5NTzTr;Q9g+xbIW}(y~hRBd>>P0NqfkmQU=&S^LCQngJ
zPGQxMzx-iAp`x>VQohS<Ejlv~E|G2&h*oqk{MI}}s9JgQ2XfvdYdd&+y7=Jb7bNi@
z+amvNwPE#Mdz!IqemOjBrx;AAM!tJJGG-7p9F(pj9>zfVbn+VT#Q;8ROWtdc-Jcpw
z?6p=rR1R9D+(e{&tlV&3ET1NGLzelOzPMkBoNzdp%;W3b6E}i>OAZAHc@FP<G8~h^
z?98}NQ4J=77fZnSV+uoE*fB^p=)e^@#n1c4<$iMF-4u^%wJ;QepD1@vKu)JPU%!ed
z|LIk@^vq_{%)I*YuAbq0tUMe|)23aN0kpT;?>^QUdsBZsbI_xtjOY!CrM*Kyp~~7=
z(Vw0_tHaI)4`OUVDUHAMbke=mP|xA^?gR@1uLmCb?j^M@0q#xeH&IL8eW|tP%FFL`
z!7C{v3<T}R4x>U#v3_J|dO!#jb<bj=>yVl|aJX}dRnISfIcfn^RJD>ICa%4-;-za_
z!OoxrCaLP<g^{LqnJxqCa+%AHxwBgG^B&N(odC!Sb#@VN4GoDw?(PNeoP2#5crwZ$
z?sg(060z_V(ZXm*_p;7A$X^`ncy7JEYfd-4x;T&XNPNo|o?E`wZ<5R;)8FhuLUAxh
zeqeWVLJKKepDu?Eri;(Edk$+Il?L7h=hxz!-XEdIUm|JLpYiyA*9d;7w1x9$2;q#2
zrAVl|9+3NssM;V8+O2?tX$0O?x1QuchAEo%%rc?>rD7f`tW$j=pCcPnBe!u2&S7wa
zVB8R%!+fq?<X3Z=e<jNN1_|p+yn{8fH~r7v^N;m!yMq0<OZ{uGu&{Cc`}jYCT>qn)
zasOYM*?%@W7Gf4w4o>#}y|o>BdHW=*W!`vh$uM?PIIMM9;gL8%GgNnjXOg1B`qJ3Z
zU|z<?Awb(%Dx=zErGsPRCl*doi<P#Wox#IiFy@_e)6(ddyKfL!xC@yL;V|vjAzno6
zzf^$nMPJ3NxaPUsm7;fDT(|aqUV9I|=ep$HZ%n!H9P{*|#@oXt(6h>V6h0xmk&5b7
zPlhBcLxad{AGO`RxNY%X<dKGS76~;t-Hb@o2uMUAlmGfY_#0UL+3HVCNJ4(jD&m}n
z1nKi7SGzU_<Me^+sf+UKC$(pEF7j~9{%U{!i~HoNo*=%)J~ub=)x8;mZWHndlH!N(
zwmaGMUGJ{b2W4C;$+qE6AMm7XMJyvDIMI>*3$c%!<j{|oC=!y?bZ-_He>;r#QW$$D
zUQlagah7ESu29~A+1%9J>^OZQiGpjIcKr?x_)Qi6lKFzWN_j=B-jM3c<P{=D9&bxx
zdWXi_aU-YC_L}#drH#FU1)Cq?BQBWBdCU5W;RzrIp3m1CA*Lu_2Zm--9s{R)BkAs3
z`e>H~q_&7_6Uur(;>m;pVeV|G`?!UI1Yj%4s0<0t?x6=b6E|-tY$2$4ewcIeA$cAL
z+;DUO3_o&2F0V++fC4i=<s(^g#pi3=HGp6rh*#L27;Zh8>#=oGcZi+{M<QgAiBzMa
zF~abNm$_3YgP#tgp9f2Dinq51_j_@X?Y}ZVviaq5EihN)#U-!NXSH6)F8Z_Se}EPH
zz8QNdZ%-JE2uwPmx$o~VHlP>~bw#gqzM7@cA19h}<A5h_#NvJ+u8mSVd-A`^-Vtjl
zAUZiDGTu?$B^WLmso#E!Pi$ZfrTCzIZ6Ek2IF))6jb<~;`2mbe*GX(i)OYo8MU!jE
zTZ{DK6NL&Mw}U|4hSxZ@u4)!@2rliaH4K{n9FC<<(q-b}0hXCm&H;=SdR^t_yFqkE
z(^=;=Rn$xwD!T0J9OI|J>Ewyh?28HbBH>yzh+Ht`8uI*BmVPW6<>cwblRFNL6uQ{g
z{;;S!aSas*ky{!V+Yn<77dEhVAD9viDRh(lEXXUl@`zP`n9|Gv)iUP(s)ZzN+JO@C
zIF7ayC(Ze-*w0M_#@eKpl*d|Q--2|62B#fYQi%B|>q>UYOim~XTyG@_?C}ZBD{Vqx
zIW?6DPR7dQkbdD122OBNNguDS)P5mL9Cky6rmj`dbe^TnwY_Z}U(Qz4U1}u023Qv9
zIL>&8y{E{uCN0Sy-qn(rR3d_Qmkn9Y2Y}hDp5J!!Cd^iN6PeFG5O@hwL9cXXEt#_A
z!Aqn;D4EiUi;HHKVk0w>k_~_(B_YAg&>I6<fT!)hJtRky2qF~HvHFW!a`iJP{FG=-
z7JQ;?dIU-)%UI!_65PfrAUZhGm@fl0)t4lTQ6}ZqIueIp4jMZzB1`$YVO$)LF+H10
zxZIk^o!6ItQ?(URQk;lFe^t8hV6ElMq06sx$)T~s;X*N7xGJ+<;A)IQ;**E1cdD3#
z+SU<K{^^{^+VMJ_n0<(8j-G-qvnU06>z%9vrmhl06r1L*t$#&d-%*5d8M^985bU#3
zISaP(>5*YdRXBO$)C6f)KZK`*XvT<({5b{3=1MUgnt<fVE6Y^4q|VoDpypsS6@6vz
z!1ZqS&kBA8{uCDFN-F_1a&s54>x(;^=U?LHT#iNW(RbA>59DFn{Vj&-S@TA7t=x<&
znzI@6i%jN#K_OvFFqU@L-qf>%J???CST(;(_i}R@dHSHD-g@{eBwQ8E0Za^#W|D%z
z73cc?juxliNpxRhaN5F$_6JMg!p#k;i~V9oq@?VEp1X@)UERIawL^Pt*_CMlT}n>z
zw}{d{g{|)96FMGzUq}Hk-__;!R&<0pIJMl0)8g_TR{<02j*WOQ8#Thln|2A_1$k_&
zHMw-^-=D!@5+hhF7*^a24)QMZvm|#~Tej|AITdAv*@ISMXff!J)(b}u==LhyMtv{3
zTN6JQ0I%#PsrDLuhi(w5A!|!=%i@!RRaH2_tGf4#XVK#GF`?$9^4ao8<t%7&W>2So
z<*E$#D~#?b=IQ3=$0GU{=XgXiI@!a(ISew0*+UjXlX5O0*bDU9o@vcxtpGD*CV!-p
zdD<daovI(=+ju)|a5%51)-Sk}wJ_&E87j}|#++;_iCp>#E=_1RX4^~Oarm86`PAKs
zjskSHbgl`qVqG?;sYA-)$CRic<^n~aQdFQ2;o-NxVx)o0Ss2&>vG0EanbS!Sz~;E7
zN(_%u@{K7aDe$MDD{wes8Hgtmf)LoSz5haUWMq>3fm|#%cUsN%g{MAY7Ren}nS(xv
zqz6L2V=KEc-*Cgn<EVMVnqadmq=dP<>LG77m%c~R2bo?(2c4Y;?<Nubve>VmD}S-d
z-#9>sd+@SqK*7-q{w4;gDLJ8BR#yF$mI`!)I77>*@q(=_y6HgImDu%yS4sdG4WE6s
zgULs!Ygvz^sX+gV_8t15c}&6LN=3Pc!YJQhsS^KFXMYfx%e`PrKy`=jz#h>Rkl$f)
zWs(G8ZA~73kio^ZOvB?sQRXTOoxR-|B}94kV%*97-6i)DfeD4b8renoOMg`}v_?fB
zA=QjU+e077l5}BP)VF>>4>zLa)rBwdOX=)ZnFbJnfVg5<gMf}#rPF!^sjQ)<L8&Dv
z*OSFj9uP~@=Lf+36N#pXF{(wOdGG2)rkVzdScAM)U*}2v%IN+eQ^(H_yPo7u(JTA)
z!@k`ry;07G{L15b(R(X{BXMWjgJTuXXqa$S@HNtrL4B0fN^O(Jt2+<~$+HbGslTz)
zkIpt*M4J!vSxH8+xF<<Os_-KxnmQQlz&k;URgP6M+skOcSVSRjEIW&OEw{*>)Z*Vx
z1*_2-zNcvWw*2O#W+tCDi-aRuzdLEGv)pq?x+Yp1<?!JVMBQlI^G-DA{!38U5xaM6
zRCVP!SFCP`K?95Jzr=~6ilSh_O+4@$#Y@aF!cjbApA_Hh#wc;kX%ph|tXyA}0*RIl
z7GlrFKvl)Rd3TL2q%txTJ)y2+17HL=n2^m)WA*SZ$X?w|%`vZ7B^QmO9{*J~etB~?
zL0-1mxe0In77u*CL~ap{C(yp!X(>A><k>i1N=^J|!t-9LrK9Tv#@-)AHAa|H=F&!+
zx*d(?{(&HcYIOCopm5a4mGJ|?ITn2L*&CAsd!7O@q4&(c_98^Y4ZG`uQ3rxjyjtJc
z4fgb|8p(Wx5#hC;F6o?l=?i=N5}VFwhIu`T>epgL7_$HHG^~c%n1MCIhG2<?Qp;V0
z4|?g-Hd=u07Pn*z8ib}Klf~VQL5aiLEk|+uGXh;Lo*qr(5VCVF?lB4-9#c00Jt!W5
zUBD>kG6uaKi);=aQO(Rqh4Tdxc5M!tFh0--kJo--f!d;woL9&*2CbZQj?KhYBpbP%
z2Z$x7MXNRFmG`z!_bNO+o@=k|Q$ZVw-EvM-5|UGJkHMUvJH=psrcrEbR80T)48eg-
zA}YP}<(MRhQOMvPRaUFN#gw^%H>q&~jEgkD>U5XVH%`r-9lEjBi|Ynt=p7dr^$X5B
zhf=yyOt_!wHgb>J-l~prPU8c(6!k7LOB&~X?P<Vd46Kb}`Q2U#4S)3n?OVcj_tJO`
z&Uo+Q$?3@Wg}F<U*^i5L3xpdjdk*_U9rHd6BpxSwe<hx3M|U8aRAHeZ;i#UQPiGV@
z>$u1s@;fx#-B-F%V6XG;O~M>HV(|23IpgzWEA`nCH*VUnV6{bdF7mBQ9i$zJp8FVf
zs$$5!`T$-m+jHH{=_?p)-hL00c6<0eVz@EqRf`!kp*seuM?!RSgpbG>#mS^qPVZKs
zH=!R5PC=nj#reA)o>gk#CR1Gy^?F^jmbj#5Ku}O%u+_quo^X0U+n!MC)VKLLT5Tyj
z3uf<xKrGwo&L%cqUw>UUj!xR(xjmn=x{5I0U|Jl2Yq(shF-)#&%zTC%y@NIh3sz`Y
z9BZ+~Q08)JzYc)v{jTI919Rc4<%%Cay1#=?)b2jfXyFF*x#dO!ev<^6Wobt8;jLd_
zM)2S--+JERAAG!)Fr^$oX?1U2_bhWJAcU3@^iBkm&KTVR2tK9cEe!6q4kY{X2>iOj
zF9#u#{SU5CvGzvmHFFZPQd1M{fSBN`0EV+)s`3`hC$cKiv)IluxetJ7l%cN@TZZ-{
zZ%mIW!b+LOdPKynhv1xNH>x;-%4!!z7;XFQ(ajHI*4MouCT$&O!o1;wZTW~DEbUoN
z55xo?wp{SAj{#5@eZpKY&m;QeKusj{fm{)89q33A$w#tK$I_c#9;oc3jK9o(UEFT*
zk7et;nxJ<yx;J_mUJHPtn0X`%{81Jl%V2DXm)Rb<4n35*x$pk?Tw+^3c7=NL@iK*e
ztmfK@Agw0GW36U7Yh7Wsjh3WKpRaWSL~+N11wJREQ0{`o4R|hy_jcOq-i+n_o_}oB
z0fuwsrD7Fpdj6q}1-wm>wU71{P52o&dKyM=D-XbJ1s~}-i@%%Lq8TR@?bZdw<D|UC
z$+4yCwX+k)MlItW`Oj+sQA<++G^>V`@|c|Rp)(8W<>BbNR|mb6$!M<eAcV=-&ktF>
zd{QlTkhxhIA2N3g)FW*u1@xY*uh&dMxn1WKSdwcN9ln;y#?GxBTk5hAgFER~OL*qE
z(nk|}75ft{BDuWNfm?ifpbmgOJBqpvaLly6NK}s+@Tb!7E7To)il5RusxbIW{ocG6
zOo6+oCuS}xoo3Tbu_;#|Zf=~@>}h2(DGm>v440n^P5OI{h`;rOFd!Dap}zPHT6act
zo&-`pP7EdfITPN#03RY=4vq@kzsw4A<S%+%_K@EWL~`<}wv}r8T;idF`l&O)=@R6b
zC<XcGQ7_n~bGYNIp!9-rXt2`Y7hK#_+Cwe+eabMD7e((xsgWu5{XhAc=y|_g&Y-X$
z|L#+7O9Lt!8(n6#@GUT^g5;){o4whX8-EonX3=H#y(J-p+1b8V-50kiq$sDdW*$@&
zx+N!<GGAq!-eiLi(sgBh4EFdUT{v9QG1%#UVEWIewcc`ddkk(0u?v}1SzUQ0p4Gz%
z#Sic|1<OtDRA_>FFQX3puBiaE#9BhWPpU22<kwW*41J^pcx3D6Oh6_L<IF^K<)a}4
z2~THH_+l>aPjW_RY4NI8ef<n-1NVdBrO;#)ZUz@a1)@5leuRUUQFy2XX^?wp2lXcJ
z*u&T-8zzH)qE-R&6L+TpeYAnZ!Z&O%f|6+bBp^J*{RS+sDRsg@oG@n;<;LhVFcuUq
z1Y|E6;NcY9)cu4o_EP)qk~75p81UN@H`6S!Tk`wg)!@&P0dy-9>Inl9u~8Jj<ez0>
z6q+w(?4v@GH^tycEWXMwZ9$Y_wuwKW_v3ufQ1K0YRLrep*d|S4{QkCW47UBk77>-^
zDdwtUyQga&N0`k$c{moSxKmq*j?O6;f1N~k4Srf^W8i24b+Q@Jdec`TTU;<)x_bem
zT2j-5;C|&9*lCGGYTeBV3bx^4oh=w|vnAT-tb`95eLww_@X*ZlwQIn=>LzQZT4lb7
zn@tabd_)R(RukANwFI46N7Pi#(6kF#6-SP7oPsXXLKL(L2^L=&mgeh4QO7fK!lm-a
zCF#zrp>QynM~IP$8iwI~CohV}GqTI%o`;rvXBofG!!cqiYG8W_a)~+OffQ@FuD@#z
zRRXZ|03XV1tr>zX8bs3gMqy`_N-h4(QOrxv<hmI+jkc<lVR=j6E57|`UMyx*@|Ya#
z4#!HqrnCtu3x%3~hC#{|oV4AHu}B1a{{H8u6W$}QMQ%59R>A;(j-ppP+xp*i^A_*#
ze#GwIRmT^Id}$;rmz->QvsaVz(@QR10!*!Xh>_z)SBLrfh*#r*)`6XQBi)Q@CdFsG
zzhf)f4?w{@K^ZnNC&0bN2N`;jOmqOY^YdPk;fvXJluX=7$=7)wu2cTnT!;>YZImw~
z;Wa!idx!BB9~3sez1#kaYnQdQS|H6xg7xoPg_R51&0dj<n>{9<TO(g@;h~S?{LNPo
zfB}fgmL2WWO)r>EomL~?q{PH(EN~Vb_QL=Ym67P7Ih!C(v~o&pPT?VN2|33;a2L7!
z^d@OyH$$V3Wm!4}<ut3`_&f#a`s%OGRDQPoaGHErEdlbH4YkkXX~P7^dEM8PTld4i
z3pZsTgx0T>u%bszIZr0NvglD7x2z9eCpeiL{?dIC;$=4r2kBkc$D8%ztT$=XG=F-Z
zG4`+<xbm_#7xN3?n=UHdAypX;jOA_j(H0@v3sk1*BOA!*3t<;Oj$UG;6|LnItE-ux
z$d=mTX-{&{AvusM=kkP`YI~L}Rt}1UZc44#9TbvA5^NhDX<Frmrz!uAUiO~p#Jm(2
zp_4Is$nlR8(Cx<=KEMIXjTD)FEgDIpg0zpYUqu%f<w-tHx_(*iv`<<3)byZhCvoC`
z)xW#H9b^)CJ(*q5pM@0K>uBHf&>yAU(uP0*HtKuiT5_nIE!geD-xRqVBm3XMRk;IZ
zdQbWr&&cijc~*n;(-KJ}yGXd06gY9=my~c?#vHrh&rK~;jq2esSXaz|fL$h5ANoOW
z)-J|Dg#!yy`&#%;vz1(NheRWoVTNR$Aw>DHo0^ZriEi3KIMxr<FetMXn!#sN?BX^X
zGsOCFQ|bf~m9TqOAKF0}oVd{&c+u}f_)h98&I}#8LFuSY%_DQ*4@#WeWCbA6_y-BC
zciKerm;kGW9L}nlJ&CoaGGxkoF}!z0P!a2~#oJ<ibAHu)gSG^Ve$p=CYyL!mx)E)G
z*pcH?4E%=DYuiNZShy)8DOe^~X9my^IEe{QNkb+YUmrc3bx?8d!5^@!-{M*Q{+EDO
z@5%QO_<H8a7MeQ69Bp?N7UZM`>vM}QAYkHrPQ08!w~l$hD`s(*Bhje47*Dk=^#uYS
z?gC2~7!~e(ktXm1)LmhCr6Q8VXf~}@w>`4cYOm!?uhmHc`kjwk<EF^Qz5DZ?Q03A>
z^P{16_Va$s(CIDSKiNRmuW&tl^~X>^d%<U5GV<r#!J_GFsF0`r9oL`;0m;aaKPg}6
z^XTuIuozgDxxWG;`u&2!E7thS)^(ux+f&oTttRWGBY-`!jnGTRgI(b^1g9(xzan&^
z<8@aK_T2j4M3lY6QYXjedrVWlQ(QN#w+^tc175rCd-U}NU0Tm|e%)Vkq6H+D9<w(s
zx2>6fLyNU_&?F{?<Z38FdZP^Fz&ZKQ!b+DOb1FDMS$3h>X#>HV1mibEv<-+o57euf
z_NJWjmX;HBofXf|M`I5nmbeTBr{>?plfYuNg}_8+DjwNJ%{J~;zFi8E-kX=EDepaV
zmZnKUKa3Z^kqqz!#@wxZiP<1#-tbwV5v!+@t&QTAup}ev)X$@f72DL#&n4?`@|TvA
zT?T}#eZgo@;w^p2+GY9wDcfccb=>Snsb$Gs`q&6;7FRmANIs7dtj-ht6I;s}!Wp(#
zfCuI`d>#Fs(&K1q!`{S#ts(s;o%*N!{)m=tU^f;F#LSZ$7e>POR?(xJ)#SCrQcW7F
z!SZQ%JT+C+H?>j(50pl?WS$GX5(()gZTJmT^y{Z;g(71{w`sZJ#Wi>#3vBtHYz>}g
zP|%#({QG%J5tiYyp&~(l!x^k@eVAv1swh+hTlnF<Kx$A?QE3e`i;}scXsEEgC<kC|
zRW7OR<u%eH1a=)0a_l=Y4?a@iz_MLbnDLh)Q7UF-w)O~nu<Kv2EU+=P9uIzGIHbjQ
zV`?}K9ZUp-u<=xeenkVt)xBt%ub=cyPS8|bwrY%}N{&n6HaNJj4&s0;u)}h9e|BWJ
zurN+q7HfbeG49#2CiQJTle~r?c7%keZ%<%g^+`uRbdvo~13Q@EVAT$Xoy4&eOiO?t
zdj%?P%&)<$3@?oO9!p~85N991?Xa1j)N%YlJ>|7Xv7wl7kHhIKGmz3lT&lBeG`Ml#
zila8_RUH8l)+O*ba7ea@L)cG>#5?gy5-(1XV3Hw0Py@T?r^;`GN~+UDNb0iltwQ|h
z5_5HX_wP=VmgSDyrNU>VO^*E4*|ki#f7^ipOmVu9CaL`%{0+d%tp+oh5`}wdBHj{I
zp3Yu7#vTsT8C{eTT}UYPg5&V=WlommIWgB7-I6Bp89}-7>_U<hy3@XYmPP?B&>UWD
zuYOF^GM^QH^TggxTMXAxbS=UGe;d!K=nf6SfGEy)<($k2l|)A>#RvlBk0H*6gmis1
zsmmz84@LuM{Q$R6zyqxPi_uVgU2Xg=LNbZ66zj@Ft4rm8et4-ETM^^PmUQv8C}L%T
zJ=m1|ab<!$K0+dP#mMasWyV22B4Y%jygk}t&~1mZ&nGRjsAqR<d0W^b*yhae>y6sO
zgwopd!f!7g63XB;zA5wat>6{$(MM>w<S&Qjs2~rJqe1K`@D<>6oAQ=k#O!F@8a73<
zOtuuBv1VnjxG|mdg~XfS(KNd`(Z1Y1=`c^sXTJIFIgs*b5!+a~<6+I1`nB@w<qi7O
zbj{A3wbs~?H?F?j3xA}^t;Dt^W)yD-rFj^0A!H1pp(lQIe!ASM7{Mw9kNGLZA+^Y|
zNpO-$^aYO0URp+4rDnA=&(}ou3VBSiE-wy%tz!}KYS)1Y+n64|Ds*@+oE^)yAsB+R
z<4_533%1NlSwPU%w=>eh&DQ4I<FjCy)~^$z)qZQHR>Niw`edFLu<M3BLiyt#U?t`)
z2zbOxFb)`%Iz=&M*)<_Vuq2FQvzu4Hv#Bh^6~`_PVsEg_Zzr6g_e8itsq6umjA_r4
zvHo>7V{2T8*b<f15eg11qnD|NWS6SIK&tCLd84U)Xrz|Wnx1Y`^9lBS&#>FeTwtCD
z#`mV=si0tpugOi=RM1NgJATjs?pfZ$I69!G6t!sdAhp!NwKl|nr1UhK<piH<4JTQ-
zbiUf9s@A-n-y^Q7wa|?_4^<KJr>qgYHFM5>mbA;9a^q`FRJ=~dTEo91BQS;JG7nQ^
zxMy_RT}QG<eosVeBu4#3j@y^b!)`RA&>0lZb`XQ9RDN_h>q#WPPN?++xCs-0l#}Sy
zsoI<i5A&{rjMuptcBXq6q6}aeN8cY1`%UkT3u9;nJ-T64*Z0R>>f+D0;7gB^D+5SB
zobl6$eGpq*nw(hTqU#vu{xYTy-&k1fvu2NAI_!E?)o)&SLxVRX#3}U2pc&={+;}QZ
z58haK3-aCId|z7}^KDo>=N)=Y1-#2nXWV3bTFB?3`1@-+`8aw-?z@*AaerMdppJ}E
zT)Tb#hEc!1p7f3PMtWg<Zjeon?3#R0yHUG6q>3MqZ7$wvDD^+2A~*p55HEM@dL19f
z?|n0?FM5s@aKQHsE|UZ0E89XIp^6v074MIsw9WG&BkLSxkJHdb>v}M*7xk@i)k=Qb
zsN#{^-%*Xu)88ZBM<xuvCBs2<1_z=XMtBuJOCCf>W(i2d5%GBc!iN%@v=?6}^UB*p
z<ahg^LFB3AQ7}7V&p>>}Kl=Nk4W-r@u&}!x#iSs93s>$FsI9EKcEEigsOoO{P15fQ
zy&%ftjOIyyw{m0hQ86+l`1kW6@ik6jEs9_|fB+V0SveLq4{~0i?}3>gi4#cCd;(SJ
z<)Tw<vc1I<2X*WFV|%yT(O)If<l8s=YX7Uls%OwOexLB_N?<syx1(~!2-htpOrkYD
zE-p%_t8rzv15egH$jhR%Vzg<#KKZ@>SuQU3dJv<PeRIH0d^PJPb{}uBl^yg6`UZs?
zE3lQUH{P)y+JlT)&{KUAQ`jXeJd;3FPAyIZcujkA;C?FLlZN=YC%U$kODloYa=y&Y
zS7VpCui1Ij8OI@akKe8aU_|MrQ@zzQB9!$Z*d7aiz3f_<hq1Ph@=RXial!O+zR#+;
ze$gMPLG0;%WR<|{fv7I2&Ti#c7>f-StG1+duCk?dWar``pmUt{w-+JnGn;&3Y#&>r
z2&@>_H9On;K?acJ{VU9C%Vlh$PFLraekLnWdP&)D>YSx5XEa}aT5L5}Tr0YQgGNL-
zBW<V&iSpNIdgW}Yp#k9ZX(}NjvfaW7;!YmLd#Yh)kUX=QNUUeG^gABpW9I#Hvs3Cb
z2JlPG!oAQvtd(MSBu<)daD`<WJ6Wom3p0M0E7b~VXs?N+Dbk1vvq<HqunILie)RCZ
zQxa)p>aZlv=N|Y@+7LGBo}%fP%sbSBOgT3tB(^!dd?NNO<(nB9Y)Q;YFsiZ29?r39
z^0xsGo9y!cfusJHeEyf0=Hg=G{$Ct5&wq2&s-BK!OyUmquD{G&Oq{J8T^;@r-2CIp
z8`+sLi3tCD(aBmFn>ib~S~=LO7}>iph&b4q!v3quv2Y<~|Ht?zTSUacLx+K#n}wKx
zjf<0*g^ihwn1z{*O^->+)yUS$MA+WK){K}LmPy#f#LV86n1`7Img(Oa|8*ExSy*71
zM2#FJ&8#deUH@YsER%|>nVmW@_djF)o!}oSkQpoSzudYq>_1HTf06Ah%>Vr+|0Nw_
z<Np5<4(TOL+6Obk2VC=u#cdV@6@N6Likw*{a$iW8c>l;uXPkpp%7@zWbK0<*L(FH2
zyYz`dTfVH|@QO6pB<Isy$&YnrR^Xxv)Z6(ZHw2-g&G@YLGG5=RbYau!rf+CF$((A2
z-uv3^=|s1VzvvnmPVMIeo6V`w@><T<du6}m*AH!OB&Dh*+rRV9|M=8SM1rWcuKsG*
zU8Q4imv+;mZAe<hQvsCfxAlgp;nIj0Bd^e0Wmf|i|6E7IN!5jXUFFLg^R-SgExe-#
z#lpE`bkrv+8zRYt*dj>0?;{mvq^1(vLUTC)yG4AJ{1lxc8=eMo3<nQJ?jhV|yo78Z
z6Y<}Na7$472l{fqmU%EzeZx=h9T?<;QGK%?B>VSB^t=~=QTYcRJKr%yIc7ZT4B8C0
zf5$|RX1VyO?mC6w?7B7uZa<q)MXT+;L$-*Qbo?Js$HMa8>+-)4#-!qA?D{X<RGr<-
z{v#@4<YM;k>i&NN&C1!uRn*eR`Ct6V8vUou`VW9KtV~@kU39oOn2EVqS&2FSK?5rn
z7cmD1Covlv+ke>q#{TvHEB3F?#?A8|x!nKU|H+5_uiXEt@o(;b+5eIMPc5#0>gxT!
zQ2g(WLj3POQif$xbx^an`d6Oz4|M+rLjR|@jphHQZu@UR2s;NC>;EnY+4S=CQC)m|
z>Avn>edb7(P4XNi4@r=1F@l3ULTL~t#c8mF95MyU0wt4R*udIUBioG7A>2cvlx_5o
zDI;K;)SK1-4p=2?Z<ofy)}PjNsf=%rWadZiSH2EO0c(DOz0=pV+gV-DQ#{WbF4F?f
z*)G#LvZO6EF-?~6^^zw<h;f7~ZiYf4C&$o6F5gGs{_E1mJ^>13Lm$?LuAeu-(*{pW
zA#G&PG;vi#9o9P&>DCw`Yr-MUU*634@L~qMsv(MzKUj~DKzFe!-q8aLU_54b9QVfj
zh865VeVBIm!V5oz(TyOHGxZQ(qIP#uixil9jX<bAJ|rEvv$x({&~}iBi#;9LaTU-7
z+{|DL+FhjHE$R8!-1)pfZWw1y1@nzw5@g`=vv=UfM-O02q^oDo9w3WGZR^)AwBj!C
zE$sDsqM4{&i@s}_RuN4_85)Lx0fi024K4RNt6=|V=ESK#S^8P07rZN49<aWdnib6h
zMrKG{x!xGw>O;6lgrf3o0$K09U_Q}bT7G5`Rf{Y56|I1sP&Xxy$G^>RvL@Gd`-NfV
zw+2`s@v@5XMb-!pT0+HKKrwhZBG`+3{|ukSIB`Ew3t+@tox3jRK9LiTS0+US{IU!P
z0y_b}f2Z+8Vn!;$n0Wtj8HOoTvRLGm{nPta5PLVS0%zG*tk-6?`sU(iuq9iE7;f3u
z`1U9-Hb)1d7b1ueN(VSc{-dSq9lDIq2TT{nHsm$=TMhXks%oOO%qIeAV`z7fXPgn`
zHRKuNNh2Hti)Q+2KO;qqtl1iLqZfo)iITPNAE>;cUXXK+0wgDRdiJ2-#ZQHFH(cuk
zj4gPljx;(kss_tr6JlWtSh8|&2DT{5MOP22@C=)oUsQM>?nz}#uZ;HCUPTXiD$B(p
z4XF*R5A<I6Bn6(6XFnC(H7rJG{olu;*R?h19jxrFZ8g<<Rc{!yblqnQ*FxcrrYmdy
zRNbUZGiIpi9x&27@>Eg&BM_M{SCbCa{aX(&e&~bx%t5(oytRPt%GD9fkn7wt%d)aV
z<KW8mNbyRX7lOq#zBwl%b!C`zy`S8;gOM$KB?H^X;|Nkl><p`ty#ib=;AIWTQur$D
zpClTt)Oh^SRn$+glWall!xGxAg+2?StoTEqT>Y0$56fzkr(;(=lIsu}?j!4SL*1H6
z9OVM;4~`!c7M&7QHy0G?pc5B=#n9lD&wzEz^M4JgPYo95S9a*Bp*_aZs2;B%*FpeF
ziBhi(#X(UAWWU^8@r0E8j6a@=#G7hrW$~QDgVG+!SBW18EbvA~9HcVGl1i?^OivfD
z`3#SCP1`#QShU28TYk&N&hrY8%a29H+WUQ|fX_SSy}tNJD;5HyWAjKsDKpHZHfB|R
zGFqUmc=>dVPIARQ$3n%Ijx4o%7J2)KR1y%`fxD3TBSmm$3i@TSt-5*>TV3D{MT5>Q
zWbtYz1JrE1l4PCGgs{P3KVCN=;Bp{JX$Zf$ILMgcu%YO66@N}Rt}B65gOT&J{E-;)
zY?|`KhDkLGB%hbimN(V5-7GevpJ!d{o<^`)Ut49%J%~yR--tE5T@M<qciYj^NC<Vp
zOMaWqhPZNSjI6DOSJWqL(k6_$ky@o^Mt#U!1^Ebb#o<!^^_}s;yB`8#o-yH5jW>kM
z6MOYn@YLZx9}N7)@C3j*i_+nhBm(wBL{Yo`Z{#286O@Z!h-mhiVOjMKiDY&6&xJG8
zW?Zryfu`sM1}i<lFW*n)T2nK!Sh^mku3BN$K%jH&8BbW(={%Z?=P{c;I~D{kbfYhh
z$7<Ez+uWI-bBo9D!W#%T0#iZ7$N?CLZQcVQd%q0}=H}(k@IlV#^aQGNu9nm)y)mVu
zA`pJzYixJ~V!Owypo1Z%t76i<68;^9448!m?}7Q@?n}U*9A!+gA<oQQf;v)NyYF3x
zX4WPgYf7_?ZJ+Q0?U$>F<5XtGfMewx6qIeoFctJO(8F^K$MUEoupm4MyP0Ah+zJ*q
zWhZZ3n>uo3PB=UF+9`Y!<e4}R{X@Xieu#fzEQzIjvZVQp7b(k#o*9ic;0RtMCc~E2
zWs2RtA!AR)avWlEoNe->ZEkaoM?R#JA`qJ0Aotf$XlN)U)g%OY{$_%=Cs_zP!pSX+
zFmXSBTLiQd6H;s^pZ6Ix*FmyPjz)6*L^($5??vx1lIBH)w%aE)G|;WB_KxFpl(T_L
zJ%MnX3HtL&Bw2J}ooN<AP6TN)=u~8w0kjawvmd{tUUNpkL;hOQNx-0A3q_%n(6F(`
zyv4JUPEsSXM<bFGLuzx^ivb;7eyT(@u}Bv!gOgICEwBpHl!G%AnPj7-Cm@0ya$nri
z#^lZ#6a1F{S&Jww7&Stv8l-Z74TdPZ;OPDQFtb_dojW^lby2K<U7oAE!x$&5X}hA1
z`-<$8;s60T@(xPAl0X1}{BlI?OzUH9PYWP*wo|@DT&Ci<@)CJQ=};&hhtUIJjJm|`
zi0@x}Pfqvf%ghCZmJ&QJcG>U<t5W@uG}d-IO*m966pH&vQJz;tjWrBGg2j`AO?LoU
zG`l-9>gM?xraQNQ#eC4=?Aw0Xo*g?md8kTjVeqr$1fg7$4B&Ft6A;Q4f3)8WJZ4}c
zsa@WsqhrfZsxE4HzH1IKuHndVva24Y^V^x$)zQ%lU8NTbMADJQL|<636VHH9Y$-PX
z>S~9u$NV;YWIG$}Eq~7Q(w)@w{}#6X_I9sS5&EurY1dHk@1UA!D&aov@|3?S$o7oC
zl<A)1cr9=toNswM_4UvDK*8Qh`%1qwGZ51%|G@z(h8V}j!vPF|-K;7S=xgxGV%R3C
z!&&s|Hdg!T;J+EmMM|WE*@TtKl$=t^8{DEUUs|`;&2f)qdRpJ<xYX5t^ty%1ryq1Y
znRCdvVA8^sD*KtSj;!_h(|60Px6SsufWTnGYqC3e`|EZalgYZHKK|9`9cKKldYOqa
zqp{(9m8vHkE_XG3&3>iR$w=k`{G^NgQ$rr|7>thgSMWfgZZOChc@}Pks&jjc8Foe$
zaPJ0+Uc6c6{0!RilGfAvr`dk`(~od{x&bE4T~V<WjS#K@h-6{JTL5KfcWDKZE~O?0
zYxV2Umnj7%a99e%)24yeFv$5YrF<HP<3O<VhU4!d)<^v<v{r-0d;6H*2KtBkEZ27u
zq5{=$4w@5!dZAq0{08{rPZv4dE$=iJJWU*Q$GHn>t#;Tt`baK1*<W<;@b9oyKLxEZ
zqZ-s+@!^i88>P&gZ^etIj*w1bbZhuq$%tDUp#i`!b8DoTiNkz4WuL$~xUMK1FD65~
zq#ljUZoH!Rnzfyb@6V*L%$esmuQkrCjbH2nUC+ohe%A84m}Qq=?4WuMWK`;Vd^&yZ
z&NJ3V1$uGBnAz>tjY5uDM)A9~VJ?t}ICW!&ig*Y-HQ8hM>LW)7byX&60nI|$(FW7Q
zChZ=VYcWEJ)Hj}VOa`4TwzTj+Ut^F0kDln4^hET4=HyZ18lTIV5=pHlPjN@#$6lD&
zzKK28p?;pnxqRA80$(S>7rf~X3cgM=?h<E#?68Rg_(hAS@fmI#kB(j!n6w9+Isgok
zWZ~LbZkGqGCHfoO=uzv0(G=<5YCo;qdFuNkg`D=P<qJ<!{s`8#CjI=SG%M4!h5Lt*
z!wO(|`HI;Ze@oj1%SAUL9q;Ygd6{{>wrmMmtF+}>srUi7t<HbVA4xXwwA!Zdyqthl
z7_If+<am7_|2dsSa_j@oGZMrb!lT{1X35F|s~BZe#mS%?M~j0|sro0TDk_wGFcW*|
z0W!gpmtB}^wit&%ZXR(r)O3%L-LSPJz>O(gO&nEL`Ez}_OXw5>z;Hl|$yu)P-SyV2
zVhzN5)=}7vR<6xu&0F8erdq2*lUK6WbVu{Bj1#U^tzfrq&Zs|OzXZt<wqpY(RFU-&
z$mJm~(AvR`keIBA%<0RSWt0=fvNo2drh#k70S5GxsWs~CQO%+#(mfj~YrAX#-xWs)
z@t0dwL!27tEKh2O7CN<va)Nz`rrui{FARm_u-s1e;Ci$(Y6HrAV`I*|_-mxq{rO30
zQ;e>i(a{HDYN;X^oT^3$I++H!+bGmr0Q6QUX?QWtaJforBuhKsL?$0-70M(u*|w^t
zQQe-lBp8mbn2GrU)Mc9Cja-(Rd_%BVPs$-s*L+~FD<CnJ9pCaA_79}JV#$_f9><7^
zpIdLocYWZ+-Pm2d+aEt(18@8J{%G%@34<UF2k7-IDkO97^wLWHTnIg`1^HaVOnXOf
zOz;-QY<^+eTj%dorJ)_?mcV^e0w8qz231>w?9zsAawLQ6I0tUX2BSdb_Y^MPh_g4C
zIw1Ks$r(+$J;xq847f`spMRj7edCd667iI-56D!u&&Ae0MJfftJ!Wh1Tba?*1j2Nh
zp3khKy}kZw_G@$H`n1F-3g4&Fo6PF|&bsu9+gXT6v6&s`)SqT^z6RUwKzhd$`X$>-
zgmj~E_AH6U$n%uh;Wo!gmH|l1=R4?ops5+RdwrID@`eK?)${kqt}s6wlMKVaxa0Ha
z!ew5Gu0lmptv^x_#P`_-hjdrqr~27+#k8Q*<~=HveZr2yY68&~h(E1(Wr#Du9s_VM
zVHCen+Lhm?_4xIlj|rRh3){}b#TPJ$JH0!JgDTyrwf^i>o5&=6C$8{nrM1b)4Arp6
zLupKp#=CxmJ~nAuLy3^;#23Lf7|mrwxrszHA>7`g1(UJU>i5qzNsrClaLy~5nuYfz
z_p0+X_LcDJ=WFe|G98!ky!I1Theyos*v^fzFwB;g>Fe^WZw6xn^x!^jDjQK)AR%1{
zk92pg+D~31t;)&bQ}}dlo@K%WyrIpaxiCFW+qzv}&aS7RPe=1T<W`iuVa&>uO<<}1
zgPqyg%GG&ln{DI{4OWPA{0}}zC+Q0erNEPr%6=|2HXpX-6r1KTlsQYyCDoHDkCNQa
zDcrO#{_P1{h@&-JT(^a|C{JW<jF|F}3(#zw%qNMDORIG6J)u`hafAwuTlELXlT*xz
ze4@(Pbh%$#g&BTANj}IEBJ4ChhNfL^UQIk$k|U=`D9Y6R*94Z`%nH@YPVnPrDTu!6
zfK^*&8o5;-%2e@1Jjavfn6OFKM(OqjE<<n8aEAq9j@W~QEt1cwO=>`VLK$$1ZBWuU
ztSk)Gy$G}wQeiO;Q`Zofk~Bf{{N0tHT88-tNq94&_MO57rbi|R+~cn4?F4S)@mPOc
zHP*nGQ-JAsgEvY84G&>3$hzQ5IbRHvX`g#fkG@h>sTK6w28o#yD;q@h1r0-=?@+mL
zlktJ_f|SrT%mbM_u4;I<;Jgn1mmq}G$**b=DNd2!(eiW})T+|atV~?%TZF)t(}SwS
zOK9v^_HaCOMQFJa+gkQ5Pns-K4pfU{v;B&u$&W_st0>WCGUGS5-vsUK{P{5(`Lf+C
z3Bx`YS{|EgqfWnlTaJfjW^MxfW)BFVOb@CfmTZX{g+TS(^6lCaLS<pYM-#IwRFVg@
zrr!!|{kY>PS=g&Fl}1FOLMs|pSk-9Pt71N65AHa&FQcn;?sLZdUse=Ggf`^}+s*-e
z*O?m}i1Fyp=N3f$N8LBFpLR^mTJ*l+n1OB65_%$Taq|^Q6&`To9Uh?tT*!-ErJfRl
zqzLL(?68Q3*e)LRq+t6Zr-rX@w6@}l#QTY=KO3$*ivtdd2bROTtFldc@_3WqYL{=C
z^LlP`El!h6w;L<mpL4uuo;t$-CDHp8-_3@Ck33&XOkEY*MD&$DG><cRTVAb3TcZn=
zF0?4o^ruX1$0xalVH@5#GZW^kmz;LO!aXWhs?@TSS(AHBDHCH{w5fl4ekiNcyr=M`
z>LRKN$B{x!^c9@Iacd?^nJM*4!EvHSdp7;r;2lbewIxYCTB~^A->-t8S<4Qzk>nBK
zw5N`y$LV84Gl}359y&J3N~NPVZ|V8iw0jm@a2bgtL)+#fT+3;wa3Bq@L-q05D-cj9
z-ID)gaTB<Yx7)^nFM&@!zw-5ZUrc5i?;I+Z_O075mutNaYn7k-ekvA%l6V6>swF97
zhR8NiHJt{GHu1*l(p)1@Ymu9nb%QL~&KQ}?hA%(a^VhCqq3CAZpsH~icHOcZ9!QKG
z*u>Lh*d7}BQ#KqQ&eV3z^BK9kL{~xJ^gSsVMM^m^J341*Su9v%z><w<SMhdBA$hYb
z<cqh*uvuc@4?aRJ#JpBv<hATASHFZ{P*uMe(W#CejNv<3#ers7G^naGOzt*wkf$X#
z+Oa61c{8Z$wFIc`f>x=PT`9-2D)hVzH)pEWAITftT`;A`E$qL<dj7hfo~9Xvzd@+5
zY40DEGnV5`_)74N6ZnDBrkhSt0-MR10_f6(I)DoorYeQ&)V!mCXPX=LTs8hf%YYg0
zhRG!GD0Pf{i%mVU_NToX3QJt7Me=ia)w7t2KOZN8*6Hczl1y&sa*a{V$6deev<#kj
z7!*7fn_sxa-TQLnBkeo-!IW+}leCLz)qF-Y${2@MwIk%{^yGMR#=|8@vK*jf;tZNP
z)-_q&fM-umZF(L`%~7W?W6vf^De3kGRMO@HL;U+*VBS+Md(d5KDTjXsGjdAOmckS@
zxfOZcyku>~c-60bsRq-0l^xgFJc$L{f)CrvG)W7Awn#{^1kKfN^Soo8HzRK0OY9Yb
zftTO{Y|3|aB_VeH;X22*ivv%h(aC`mvw^~W6+61$x-U_>D&IV}id83LSPoIe)H%a>
zG+@{8alqvIN<*+B=W~Dzi^)kt=MIzJer%erL@3od*{V|JY@5f-lfpcjzo8ZGsGj7L
zv6}Dkgwcp$+zB@}CJ`q_JB-D8F-8_-w?v~37tn|ui;d%SsYNDeH&lyv3qvN4dpjuJ
zH6Jk&<FOF&9<$;w^cM%cKf+Twkcy^wCu*{du}pY(awznL0j#>cWDj|7A=au(dxyeX
z*LTpgg6na;+S*6_bLcw#0*bw1_};narA$_W^jQY!T^vy$o~0b&DKD+Rj6Nbfxh*ZN
zQN0qPYb>d#*%A&m_P3BnH@`yaGK!)U;vv(J2uTg?&|i@l*i$SLyxHZDL5&TW+*_vd
z7C4JkdSVn~KsLO_cJa_5o$T*#w8`ZycZaiR0Re><M0#zZ8`tl(RIJU8kT$J9JWE@%
z&l9;|70ZZT(qn(FBu>{QYPH(aUoyasZV@jG2p4ElOw1z3RgLesF9^NGN@T2Z*r1l6
zgpK~5kPshfR<#G1?^e;%Jx?~bYDk|aEHD^v%KhPJ*Zkdhh59A{UEQe#JT(=!lX2?r
z=_^80`?|p}@?R9%61e&KsEk9T<1|0D7<j2s^GE)Z&24kk3*W!K)M?u8{&V01qGzh$
zFx((L_3fl0yU;GnCph;ALr+w$_aoRHaZ>K|N)^o;>VOh!NI?ZK32*?8n_x3cO&`OV
zYTE_wx*f3(@{i#g=^JU11#6Y3#o{NYjp#T7-R)nWVEHOT_roc$4qKs!3yIwq7ben~
zSGT)<Jc`iEbpn?8i?$ljxmiXb9lrt=RSX5la>Wcm7~oct+OaR+Dw#(LK8)loXi++?
zbk_fb8OO79J^|kOr{f!-D5GzDiz=hWF><R`FZn13nXVn!zN?tv&iPgrSL=Q!gqf8b
z@F{o6Na8(s!5u)i%a+z@URXE8u3TVts|)uar0TfQ+o+m7v7M{)Z5fVWtvY28*j&71
z6ZjjC2sQ4PU3kP37>MdDuQ<^if`kEi);@g4obV0<AgL~2HP*;chXs4!KjrxRhU1cd
zf0Pq!n~ZR+-If!CU$phdRbHgGnp6_F{MLPE;uEwRnK(~zr#d`qH0dRP!x1+fv7ku?
zGCyGu_CwNNuiV0n-7(uiHKd%C)}9{B$lMQlE{Dpd8LR+SKf8~rv}wv@mwz0=A=xX!
z)v1hzE`ZD4q<G!wKRRgmIksjxRT_MO^l()Cl~{N#GoJ?qA+p$_iZpkILMyu#xtn%z
zwR$u0<jCGPFQ9EoufUjdX?SF{XVkFMj7Vtd$mB|&1pG<j*Uzn1v}|ma@iATe1WAPj
zdTB`!a%r5lbTZvRZTL5Ne}Hsu+TK7-w6q~TzdME_EsJuT4j$lN4`w5MkB4tR?{fLR
zU=aB&g%dsQcKW_R63M?fu7vaXV#5gP?hl3v+CmP6lYQUp&I^9f5ee=NN)h?3guB1p
za1zD6I_4q0pF+<BmJwhR<?e-}#3_Dt`n-q}ZCwnWmy06^!c*9z9OhNbjtly%P+gGn
zZc2C$S;jMtG2ShG1+#url6}m^I4a>Nz39?zoDDh?eNBW50cEjXh>8k@J^5ifM3B;L
zF%}8Ty#Ta`DjUax-GUoegN#I+FE^h0b8vaJZR;8WXFekzTo>I2^ZQ-3@W?414|$;T
z67DYQmnkYy&^&|Z^`O%RKXVe5+Ug4PfBmTg>_E(6k-cJ{*FPNc4p}Urif>r8^+Y>(
zVm@yOoU3C9R;+n0qQzfplo4*Xole%bPPYg>T~c85`usjv-%K8H*mAy}EWlb*X=Qw}
z*Wuz?Ai&vCe>2&XQ6UrZ%Y5-TOFq{BJ<<C(SGo_y)agGz(C7B(PNd&KVOHsDeE;~|
zRBPDjqjOey4%Ra+azK~*uuU=|Ak&*{hq)o0I+ov>Kwg%nWyfmDJV+ulny!_qUl~3a
zE@DIR-i=<gSM#0fa5StLvS<4y#Gl>?w|7&_`zp_T_%`~0@+s~^^~{ADaXhi%a!i=b
zo1-)I){3w_^1yOHeu%6J4{*XJfZHk3j4kfQ{~h27(ZcyR>UzCf=K`!*^y#W(ktyeb
zW5G8{ch4b5-xYG&+;2qWH)AL&tq|mtS<J5xzo;NpvJTg?V@8q`_pNDzsDoz5LJy`-
znoh7+?hrs<cY2>JgSOm|qmwIJRyePjkT6{vH)Gl-`6tTG>I@-R7p@2HfkLSexDWOl
zBh{x_+Rt@w-~fNd7ryB=_}Y&Rx&SJ;6TBbx!R!53lJ3DDa`}TL4Kj277P-In97e=v
z6mEU~pVr<2Dz2qz8%2T>BoH9DyZfNQA-D#Y;KAKpgS$(x;7)Ld;7)KSxVy`p;hgim
zIp;n9`tHB(owb^oU0vN>U0v0^XLzc%JNJ{f+N;dNA%;2nE1N5pvY>@g4|19qi$uIc
zoK3B>t`O`W1?wLN)CQO~@2T7Nf>S=O<Ta@E?sC}+#Vm!4y{V{C^>`;w)`+O^>&=*d
zPU)?)@Ese$tp!?)ZUH5DmjVL-J4zR0gjVRykU+Rc=&QjfBwo@ETLUp!i3$j<aP1gf
zvV%HIi3<2#o2FOAr?6@6BC3A2$(hoRjTOGP1aQ+?E+x{wmy|(T;3>Kh57c{LI5E0m
z&Lfl^h!eKTZ-%mOHPc_&75IiqR3L6zBTH7`#@qFhsro$q@F48?z^ZY@4X2W&2_WhC
zyoG$`4mbTZV1R*CHI!a)O1uI|E2~k+_tK<n?>w;YPMp}*fwMcv_Y2_)0bUC=h8lm;
zs_}K=8JqHyvb!B?qbKDMLuij^PNgpK8@xg}hNh^}z+*5}x(;DLn|p3sHeD4x?b%uS
znyP`W3o$49t`7Dwa-@GJ({h(ipEc1)C@(!+@4CN=qP&(o+pv%t5Ak4FMl>hE23n;q
zB@b?x#cB@ZHqDRT&V7<oVNU4oKG+qlakY+nzb_}^zQ_^&H)VwphmerbPmE+&LHb_^
z8O6~2zFxmg{S@s?IUy?=`cX>SIM9>}ZEaZZX<e5XH9|~m&(8)6fptG5O!(L4Lqdo6
zGhrJU*0#`^v%w=QYZ)*`t_>NvR3K@vPu!j*coCN#rUmBH+KsM(0WU#*531YwmkwQD
zDOb+4V39jNA)${QcdsJ_%N;6oHHg0mU^#Q*Zhs7{JHZ=YTkVT|n@z2o3eHGJ@D4v*
zghLUJ_w-4XlLx{NN~psjI!hcP_cgSBhi3&=65RwrJ_fkZNlpi<?5}UC_N<60+VhL-
z!?5rn(_vyk>|K5SZlt(K(WnB4!)ru4uON{{a&Y?Gp|hFfSmUrRhQ{0pxnjJ_<oU4R
zJGwj6$DgFT4AR?&zJ%F!JgK73iw60^MKR-+V@Z*UVk)ax&Q;|RQ_@NEmq<a0mpwRH
zd?^;~nsDt7j$6xOSA9aQvQOQ)i;=LWxB9gp*1;$J6_<f2?))80X<0!+AQ+3NDB5X=
zvq1qdwua8!^3OnQxmTq@+~C(!l!&((LENy;C|^C%MRIni(Q`EY-fxbZe@*CYf-dU*
zT<`J|QB&T8!1swq9oibvHQG38AY9P1?EUBYv*Wxeu%ASx<AQF9kTtk>*M9!&J9S9v
z#si!36nVmg+w}SB$l!~S3E7-HUG1pZhdgOKx6hPo{NK;F!)@U5dh>5SzwiBAU)-uP
zQiDF~qR{F&1lzZ{i%n{Rko<$OS>FV5EL$njsumsDU9Yjs#sp50Rygm?+*13vM8iW3
zMWupo1iN5EW2;fOBbJT#9!^HboUCDNLvTzE81jd!R)~>srXqphtHB{UBoZ$Nht_2?
zu0qGu-6Tv!u8v<drT8cHtPJBuT1ugma$o3by~zz01>j){d4*~?PFqn6x4BNlo>n5d
zBt85l8pFnz*d^6t_%>r&V0Kt!dhvXioQrgN?2ICY6}h1br+&oa2Ts4*Jj~Bv622rp
z<v>(H?Nz4`nZ>{^_nQa{D%8X;^}oj0dn?~)NdgsMAD&-Id^ha9@tx<88{Rr@gjin;
zSqq0bmT@ZXy+8`uv_K>gS8c%p;bjD&)<Q+iG#r;-Sc~9<)R*a;xOIW>pA6#Uu#)U8
z=*;2^Gau0DI43#!QxN4nez6!t%2^00+M$<9*9YcCcfUg(m-?>v*#o+u?F+_hdD9H5
zid(Sn(t_A*AK2hK#58Tj>$1n3(6o@5GK8&U+<({#d|oN|X@#!dr<zUQ#mWa=2osSl
zBIl*z>$ssP0Q`;S=Y=GbBGInqt=CfI4%-JhP8PmTij9bV5f%y;ky0W{-`<_3s(q2^
z6R=>_3H$IgNvamn_8#I(3IdA>+wj-zQNfEI*j2b9*|hm8-w{3Dnz}Ani<)WCUD*tt
z=vIjbz*xY{1Rv=tW2ZApd5~fT!gW@BJ*LC2JQF62Rl4^Yyv>Q=GRtqBnXn;Sf4tX$
zaK;;B@Le?ZHYQu-tFP-Ej;2nxRRR|yYo;MvgmeZp50WjyaJrO(HA5{APc*^pgr8W(
zoosq{;oMe26kU9{<M9V{`0HeLGst}UMH-RO)d_gGl{ZHj$}4+z_@<S4Yuv<lIn(gu
zSv%r@s8OMoq_cgukjypHJ8U`=^rSHJ-2T{c?@-2nzumALbiYKRJ+n&!C~I@yaA-NN
zow*d7-WMd$dwc8Jc0>|hxl1zSm;?Ob!0Kbmp_kji;l={<=ED1XNXDl+{+UaR#WtV&
znWvil4Oz@4&w1_bJ9#&%url!P7kOm^iIvBj+&V_u{?U=2me!0|nrlY+V;mn(&J+^C
zkt%%Qy`Fa)%6`e_YZ<5>S7y&i_dbZwubkfib}rUY%{hO%QM#I}5LsTV&UU23s6FXU
z39PN|!^jfwxXC@So;-l1wrh$qrk++*BSDWLyv;MOTjQ>`<!`m)mpShBxEH&QJT%T^
z%-4#nHl69xw!7BeX~?f0x!eii;;K4~_Raq05sB;S?}AdZ*g|~Rh^+4EeQu2rM?rt!
z{H^-uCO48Q_sAO+#_MIpZRW-5OMFp>I<Lxo`g$jyw~ouLvku!43Nv`z7)@hH?$Ks2
zt$5H4h8l(YJr)jSl@{D}OsO1G4P)eK!J{@m3bo9A?P`9$#iOzdXC1ZKG)Y^U(-y1i
z9CREMm?K!lHP53q;Gf)gfD@~{w3e4Z+j)?xC<$qXvKZU6+}nSv*&>XOa-@+OyJD}#
za;#q6IPkr(;iut`ElY$Ub?D+=A6>}(PafvnIEKdtItFhCB9!CHl*evso=Y;BYMSP0
z7Urgn%FUo=Ke^bY7w5TT4UQdrE;IKmy-nYeP1(Fp>0ll?TEsA}TQb{c*AuE6H`_5{
zr1ise_=r6L-J`q1X3katy&*J|gg1C1-)xs%TwPLfSwOrro}zR+Lwb5;U_;>oU#vp0
zxe#06cA1g^7j_K0SfdY9G-@V2ZGT02e+E(7j{*h(-UG(CB|R(eL5MFK_XRV;ikP7W
z4mPouDq!7k5)<Q8x?R#+ni$70GPLwm3MQ)QOKm4Yul&1!U)f+-Z)68scx1Ze<T)o(
z*(G^wZ1w7mKflR@z=eGzfT~>=`ZpZaUnyn)OaP|;px#*j1zq(YSkiy+dqV$(-!rr|
zHKO|ilLtgIy+HWbIsd>l{ej_QV`Twi_(1SIW==Lj04L+$A$-89{{iuF0!8{A#K-<S
zh!5EE-!XhlAVAdLL40igna*DzJ`TYD3gVLng7{EGuhTjQ?NNR3gs|a=$WTZz9_1(T
zy;q4usG;9gtzKOYjj8Mrk5}`q+>m83mWK>D+TH90Zb4L=aGT*ubuF<GmRawc6UH-Y
zv6R!?S>CxK3TC#@P9l03E)YrkoeXD6S8H@{nFP}CyjlxoS><v=OO1S3pGmyu^b|mL
z#E_3N?0mm}&olMQZb?YI(8BP+hJ!(a;FiW&M-(MwIz~CAqn&m7b^ZJ@p?D4@nyH!*
zxa#?_Ii}slJbUK%^Sp^fQTY<)(Gbor(N06yYAli)NiIQYD943HvL(bDVn-79FlAX!
zVj~!R6r<EJ09%>+ls$y9{3qiwe!@h}NVRvTT1oK-<)&Vj`Hxf2Va<1meFx>0Z3bT9
zmNAcP%VcvpzmDUJ`JX6kFTI5Mm?-)V2+*p%1bOH9zcqb0@_T%H-`jmq&R9IFlT-c4
zOL>f>tUO@!%lQ=xd3FQ$wwQllj1gphcJ&E&-7m&ZA$%+5p)IukW~J=^S-=-u-wUSi
z|BUwg-^}t~0e>vN0seqsJP<IC6=<t$j6i@Nuz)^;z<<m@FyIT=4+!o9f%yIc^MOEr
ze}V(yK|Gv)0tEkR&(6;N(kBQE_yQXIvtLk~->-q=z`yhfq66E2`2QOi$OQ7xzas-d
zM*erR|L;suO#geTC{6$)<KK{hZWg*qQ{Q*Aw}*_k_S5>^jgpdM)8N3*B*?*ub%LV&
z-``*n>O#j2MIpZ->yJYGnjKm26(d(zWd9@EVO|3DF_-vW-t_1BY>V>m6BM=Irxz|h
zEG&HFFG$?KgimgExJpizBK}@}+@f<#YCN)RR{s5J-mJ9cYTj+6``*b3h2$M6ZS=fr
zcID`@$GN^>pDY}>*+NErg>$+GQ9>`Q-jkTIx!7pVv;7j8pc09{iJ0R-a|4Sy=ed?(
zn3jLsLwzyHe5>Qp>pcITN`#RvTClV6&1#_z<`h0<88_0^VFp<H*Pk9YMp|okN>=cn
zjRnipye|_ncBCuSmE$_@P^JTxO=NrXdp&0(E?*G^`lznFZ%$ui5fB%8Zy9;%)UCqb
z`1rPD2DNj5)!XaLusd6{jHToS9tZ&81J|6*%7%}u8y8(N-f3s*^f9172C#%04QB{F
zJvaXp3r=S(!bC&(GCoR$=@wJpPvS4t%rHaFA6rbpcke|NAmhR#l|f9h0qc^gnfcj-
zkZ3~Mk%aXAj_(#AxJe^i8<pRm)z*1M3h+CG*Y?Ma7qgwB5pETfi6xNUB@=e-<BQu|
z*sw^F^z<#85aWZ!Ye;YQ)#MkQO)0MYG;}jA5t^<x=G3P@q*oQv;2kfvf$=SEtxxTY
z(_Co826sDpC>YZtVs~kS{b5nOu@9eiQnKY{p!|#H`ihNGU9|EBQdQW&P_{E_hJoFf
z=kSKa&)sXP5}u_33j-_N4CACzm<n5hIUgr<>w_Uw$2pzxu@#TX)L=NH>HuM{?<(Iy
zRAVxk;?WXk!TO0($?3o8p-H1XkBG*$6sb%hUVfS~)A<>+#ixv{5c_3?;+kw>%4|wD
z>$?mJap`O$*<w|p%df!8EC;ih5=-^(RW>3*9!qEQh7%KHp_p{d-;6pQT&C=31_nP!
z8oeE+MGS_z^-K)krZtKs5-Xql{F6EXT!EOBP$5$n0jiaVdOCExXW~uP@|5yNbp-}?
z;WvUx;;TYzist6IgiI+Y#Dbs5`Lfkk#RUb2Mog1pe5ni>eb6wXMQky%qnul0&_~)6
zF6mVH6et1%x?yUX0~3^4On>;tKe*?9Rp_69zx)!&s};0ILP?Uwyg`eZ=(G`+5Tyu!
zrp2y^OCsx$=_nz4k1$knXC}iWY#h_{BYIkF0WIs2?$ROS;lbLpf52a@BuCl+V3<5c
zD{Dd}nWce|j*B4^ABNv}jVM+t77~8=$?c*s;T4X^ypZ{0mXH(0&3d<aB|X!90s=j*
zi&(aBNwF;Ypk^w&!JTQ!!J9XGf->kxk1!o;!353xZ{J7@um&u8p)@4vCQ#@KNw&JX
zV9U(}A+ZGuc4hTt?IeHcILvPU5+w63Jm}M9f#sXe0vN{R+MEXxtcy4@*3tC!<Z0Nh
zU4h?(kM2t8;J#G|?1T`%dQJ?vMc}!0ho-ogNr5YZiuc1F8BLtBz6leq)hA=BZxty-
zFlgEa5XWN%p-Bl_zLTz-<>;sL+f6`p5f)xxw=f69$-ONz$K03y6_f)MVMmLjFA%lC
z{}xTQ)wyo~fo)SSgyyRf%|cUvzbiR4TwxX5n3X|{5N>G_zdSyHbA?}WvvL7ybofxd
zc1dLJ)3tp=l#h3aC9Mi>Rs$K)l%7DyH(C|1qHJ8MY*bcNCp<QzY|St-^G_B%ja90b
zOE?;o5+SsD8X1Jqwdl&(%^4#!Sx<7gGN=MuWMx*jNN_S?=|yjN^8Io{{PztEdTlSN
zk}reQ=eg0Ig7fjVwerW-`(?%TYOGbwcVP!DgRoP0x3Wf1zqL**PSnVotGDGD3VcAx
z6EMoBF3Ic>H9w^^9|K2g6igrMbe?4-wuME(t{|MI?;Q27l?&nsg3p(mvoXVjqgy31
zHAg35(kM7CkX-A(q>`Gd;-<5bvYYHv-l%RKk0luSST^wnIyFG4S3D~=em=>vlQG~m
z*Tv{&I6CS61Q~bB7_nopUZteCcov3>d6jEHg5tneF4?&vmk)H3Y6avmk;A(oB}2kO
zl@uBcU*6Va6tc^hX(wA^AnkU43lB2b`V>MW(EpJ<_@HwFVp&MvhbK!UtOX)SF-2xa
zD4$d!V@PYJPpUiqFsM76E|ikJCw76SuFpeF0*#ezCLuxBq?nhilXqWM!g{oaj&5a*
zk)b)iVG{tIv>82rQV3T2-Ce9*#82?uJ8H<y5W<fJGB_34IX4-{;{J#eDsQ32To>LE
zqJNX@@~%nOL&wUuXN`3vMTOP?{_i`kM}<f#za5$?Oglfggqcc=ZkM#hz(6W&8@=!A
zHp&^qR;4Rpez-2gC{^zK`wnB>lQ``&N-V!%BC0pb)uvVZ(i-YAI5rMfW3mSYDy?H$
znp!62nkst%j&t&subuEh{5ShWaZRv+Ss#KW$E4QZpbP6uZ3N?ehx1dV=}H_p$%EG<
z>H5Bty$VK3AiNOthS05jI>9|HMsQh{C#W9TKr(=-0C(L}Cj`68!@o#!L_p8y!c5eR
z@dOuZxM#W|c?w6pOBlgOrFd$8PF&RrZ*7eex!0MqT_`O`2A}<Wti4MLAD73(xxTxL
zz?pNjtC)vpv`dlaAj@Rfv_|K|Iw8oM@0~vvKD7&&4-5{ne-O5TqYtxCw<CVh#Oomu
z{2ph{-Y!aHCVWzSYUkvLL0<}ItZ$`6A=Vyy^YN|f_lh&@{<YftE{7@2cN7d&HAxf#
zA6@oq_d~ygsyNg9JYnl-c>8tpoMw9)dhTKG)?MC#uloA+Sj$waLGtC<v22C`MxldC
zVw3r*)KU3WK}KJ3f+ACu<GRNc;OgyAF75`@uA{aE;pcVx-Jz_C2z~P`#$PC!?==~>
ze4`MkHQO6jiAyu=Itmcp&|^7vL?J+Hq1Xv@L&YGV#{|eK$OZdSQ^w`Ip1bIZQy}UZ
z-OopMUAUZ)orIr)z~hN%4n#gXn{9aTO`cLd_l-xgn3Ae|uU`l7jX$5=jtSrPx-4D+
z-e8kFAC_@D9k)ET6E?>Jqf%~92E3l`%RNszXWdq~X((df8|5(Li}KF)xfaIFeC{x*
z;b!Go17t82yChWFq*0-7(W>i5FrklB)^W8TgY|<qF{@-LK=}!<BFPSaDlN?Iocoat
z5uV^Qub5y%??ZTQeaaTEQ}m!-<#?=Jv4`2x8tg$fw{H_R(<mvqRI*CHq~(GqohSio
z@zc9%t{>4>czzwaVq^CJqiJTFJgefzp%aVf^dY-?X@uPDz`LpaF45is<Trd+R~=Ev
z&>kq~0^Kk~1SkZw9YGs@@C2}YtM1m(>qH9bhp}9vCMiEDWfCV`81o#PhG7b}Zyi~J
zp;%m4z1tVSr!sZe(3C>2kCU8Ave$7^S6mK_8HAk9XtX@6pB+wWFULrTiuHWj4m{+%
z&TOjeAbC93Z+68DxY6~Ej(aLc0=9GEmJ5=ZNHT{~l+{zL4E*Bl1_jp|64Y*4ob^p@
zOeqiQ&=;1l!?mpzP^Rrf>Q8kMIQ-QtWl`8+^t4eR1gu{Pp!v)CS`)!;`<;A7iGW$l
zA~Z*a@b{I&^oI{IM)0ME)xw+%CJ_jR5r7wbYtd6HDd0>2n<F4DhY#aBhA&kqXI;-a
z-$0o5x|2l!E8BzvT2Bwf-<|*=4k^$N1y0be5g8}1`8`!6lpab`Vo3EoZ`>8cTW<+D
zf2>1%x9_h6606kql}UPQi(wK<#+W5C0&;KI2<#0rI=*VgFc>}ob{~FC9(j9e?MAgU
zO}q}N`}hUQNOZp<KTRhiRSgXsJ4HtPvZ=*vxuD6}&UUh;%jNP?^6(+r;BZYkRsD!3
zW-%<5BrzOaM^RZ(Gxg#8M(AuqS6yb$R;tKlaAGQ4@3@|u*CGz!=h>|~Rs03qc=%(U
z%qP~*&da;HmpEPiP!WcQF-zF+3v{B(oxez{7Sg`jeyVWlj6zFFLL-)e1qj%77NEV6
z!TP4$0hfjrj7F~jn{A{oGgVPCtx`1Ce-pL6?wODwYLAgMVUEp&*EB0Jd=UFVlC&^a
zY2a3Ug4Z1-M7d3QZ(`GoS;$b_)0Qo@{dS%7cH?W!va!5csm#X+mi+hj>K2@WslBBB
zo#a6?IhQ5K#WlF0On%?Ri4jBI3l|ik=t=p@t49VC8pbDvM7@jTiBMX7EhE}=0TE~G
zM;JlD@phFO&k=_N10B#DLgW3(4RH{81(wTbBs!j?{Ne1oR(i@W2~&ni&xNNYvn~!z
zJ?^Evb4aqx$I-}`OaQhqh1TXKz2o7I(|NCpb_DV;+A)jOy0dX~g;IR^_swKRgV7BA
z0poNT9m)e6+Y%!5>8gkh07@!kGyo+9vJ=<Y5vgXx$H9(}7vHx_uE)2s)QGvnkXAtn
z&px|iN_kVRNA8@HDI$LwBR|q`ndfo^r&U>=t8Vuj0neMG`m!?(A#Qw{OvR-(&&ibU
z$mRk|yGM9u>d(%`ONw<$F6aC6*p|F|UM=}NN*}A)%d5<9jT(=f8Ee}HGrFg)1q$O;
zrK#hWi<}yNHbiLR26kn4qT341b_2rh<Yr9>zR_%(xDu7V8&ubT(+XoTvnFn-rA86%
z(-xdm^qfJDh0dQ-oEE8w;mYMP4c(wThMwa!3$$9gHH1Bq_AJmi?VJeZ@IelvcpM^F
z%KM1#kXS}v1dcN)K|vy<vWE3sz$a+?B@yw%zBx6dO%vel_W8DLmNor|K$^EOHzdqZ
zL$tR|S#OQsjh;v!ats0W1K|z$evT(rE=nFs*2&K#1)%|WwQe>#>93H~KZ7B33`NXF
zG!YAJe9~x#wv9s|&bP|SNw1&p9!B_v(c~~?JyR}_@n^r2EoL@PR6u!NXM&A9_$6xQ
zWqR~#!I!sPED>)-x|4gYT8FuwIZ%CL-`HWxs>ncLEAE*y;<xgyhQ?xQw}HfEX$Obw
zem!RC?G0`YE%%P`NG^;BG7uk97!ifp+rV2Mk`$3qsyGci7@U5BdfhNb`U`hq1q<1h
zF+@}e!p{zaq}|w@K}J^AJ|>aj`VGy+K)Vtp2kyHK_(IBF^XaXslF2+~>@gYF(vD9g
z{yGHY5fp{7bPfW5%Tg(9^r3oG^7pKe3i{r^e(dF;)W94P%T9$;L6(Hq95t2d?=pBb
zRII0juY+qmBW?LiWY;Z!#$RbGNzm9jQ+zfRexCc`ndvM}v>Tmp*4QZ+uglt~Y(75J
z>6_+zsh60(J?=r<oY|`cOA<ieo28t^Klg<foqSOjwFbjS>6L1|C$mo+-imtcfSI`T
zhrNpwayPHMD%-bu?^lZx+7${Ca+09B_gucR>EDr1@SmKE9WSIyZCz#F4GydYMV6>e
zwN~nO%=j$2eB2*zto?9x|9lv6>UT6@@whr)YxS<!mC#k|_Gsouu58}&bm~cy!LwSb
zJJeMy2b|ak(nM$up?b)ws-p7sr|oW)@Y}Sv#41Y6RLB^{4EO=;;kB;#@XB%O0=mz!
z*A(sn4h~ZjjSV_?BWY|1pV)~$#%)b$iajcgT+e)Zu#XC^0mj1w&HK!?Lg|M_*v+ag
z+%fLAzpo<Y)^8KHb0AA1d{D!z8Gs&jUZ@T8f~vMV6AZ(EkcFgRfRPcX<Zg02>Zj|!
z^>V#GTD$#$^Q&L-`DEyk+YF+5jlm25nu6c0h-c2>Y2mi2WHV{(5y>!JKs0Yb+_G#?
zm-Vxjdbw2~H+qI%|BsNafQI@m%Xme88JWk3`&D1$kvlLn#dze;6}Ce#HUu^IU*}*P
z_zKPh+F|hL!`?B+rW5F^xR1aj{{%peX6Tlx-B(J%O6QAxaE!yVuVTq*OMsdxz3nx#
zZ1~Ra^2=hM!=k~?>nu>Ksl8A1!{=6aC-NVrml4}W(;f*mq&Ty6%J>SxMZvFR#nH$%
zH)T@Et-d&cCmS+HCuh(98m`_=oT{42s;I8#6gy0&Dw@S*7h4So$f{^Rjn87_*U!ZW
zG+R@pL!1_D#+WzDYQWh0oK=JY@m;qVN|`Qfs`FMIs}xF@PbL~!N<@WGf=;t200I5>
zKxyM@^t7a3ls7|k;7H>V;4hW<<_GF$pEZ*@OtU-)wE;V&fme7FD0m7b7{uS@1fugT
zNj1t_yE1Cm(o*PU1%~Ev*0u^X;czBn*Za}S#X~jn+yOM%Ze(d?=YwBeJwGpVZF7G|
z!oVZZiJ(4PeoMWroL^UEzKxu*GFB01kp>eHL@@hUu7mR^p`UAXh$j1R63|)ytaW;F
zHust)rguweh3jV6ibD3<d}(^Bg|~C@_A;N=>8us<^r)BPaJO(-KGRL>(yn;f^TMAj
zzudWCcVGmYYV2cW!>)?awZ%R1(H_6`Dmh@8KCM1`xl}vMEIGC$VPJ~=Q&qC2Wqu3W
zfs#n4OhWbdK!645klGiVgb$V|i;P==dK}%0tQ`u15Xz%JwYd5*Hxb9+A&yEUJhQ}&
zz4x5Yw)^=b7B9kOpID!$5Z@c0rS@BqA;@I#^rwMwpldGY`#~(?dvOC|q)0Or4AXT`
zZXY0Kv>=D+rZv8+GuXJM^LgQKNxC3~PkpYg-0xzSkzgiG;nby;XW4)mLDpwY6u;4<
zOqbW>ZIUzRPlk{^3jIbZ`BR&<H(ksQA=Ocv3pqorn-u0)9c$EV*<)w=v`fd=R{Fjx
zr~LV-bl9pSAk<j&pvQ*dnnpRfm^C?xqvlHXIFjPo>|51SX(#S8-j&5rruzoDY2I*J
zV(}ESQ4hn(vK*E(Jp)CriTyy6r)cqXVCUyZ()O=l!rm!SU|ltDP{FctcB=>tdJ^zI
zQj7HYS5dj3y_)PW^Cb7ncA4Z!;jGMit<|qpx4n4tedDRl3x8h{<CwqRx}AnX=3pVS
zg)sm0YXrNwKmQYyU4g;cU=BOlxlar?T{rLZ@z{#yhGYL{N3PQMQlbe{yHYCbqZV8&
zr-iJtR-aklvC?Z>jnxGXhav5U`8cSnrHjsBlY=>iJJ2GJY<8I7lb-2vA}4GKaNWaA
zBp3Q`=~gOil(NmmvKe-|qmn~b<DVVwat>Rf#a=~kJj7D05n=hPw6FHZ{?aEYT3~2f
zD^$Tf3khjaNOyAKE*(`Ki9gD4Mz$ok%JOO?g&a2tBUgEzRbfx0m8Sb;|9aFMY;EhV
zsOT<Gw_>faAw1m9@Ad05_ii3rlD*!DtK;~DS-^<?8JGz!IgZt)G<LksDkC7opBKO7
z!*PUe%ry3NHIIo>%5;Ua;pQt&iuYk$-Z2GK)N<eQ-D_CrE~6vM3(VC9q8?Rq;;(I8
zFU~)$8dC6|&fjPNzcnT3G&nyWTL1FsPmFaE8u454*!sB({P8@tsKzM6^R$d$1oxRk
zmaQ7w(rx4FlmI`@p&C8?-t=<j3(S^8TNM{>N$;<rVR;v0P995H%7a=ojk4F1+nS-%
zxbQeNtEavL2#L)nS`4@+f{O@;+LTw{Rynj!I$apjE<1xUBjgdyEeEn)0z2yzuyF#~
z5&}uejTnCBt<5|nGjkmUWR;W^HKTmR>P8q6VF+_sOT!FoVcZEw!X#yY)n09m`l=kU
zuJu^M;g)`DX3S(exIxdx!ts_y-gx-O3Bb^J4+_xojr@LTrtK*lX6EMz9bJK{`sJK)
zIhk_MTtb7$_w62AofYFq-aF^>c-b>a$@BQzd{3-LnnX<+<&Dp5DlN+;ObZsDKdsS~
z>fv=&yH<}cVvkH=mv%>>t|0m1^&Bvo2ieykLs!Q>Qw2fni0<%n##U`(6dd9DWTu5_
zyO6OJCT%MbY$^YGs4U88doVGQxs7*W^?kQ2;6Tz(B&|@GP%s5eGH$CbFu12y8kZC8
zqz<V!P4><QOK<2Uqb_){sR;G@W($4h2sIq53@=-VVqbAFg5MCBYVRNs$1P@k6SZ)Y
zRj|r)=;AfT!F_=%+g28;X={+ak;!4$(*C46Z}(90J6<z(jZy%lUUA^5x3Mgi<{MsP
zyc~(#7!{d#V!L1l+3JIwpt&SeTD>?20;hM)Rqjaw#p7GmV&%<Oox5l>*Ne({G#F-?
zE6=G;<#+&0OXCc;RSliTj!~p#o5&dl+@y7{JEH@!@-+39_&p2mvPif%52OY$b^bwh
z)!?<M(a%Fh*+f6cs%=XfrhTkk=r^`PXishUaKlF_LR=vA<Oi{#JDCo@CRCaT6dNun
zz(u{mq5<X(4UPj-VUbby^w_!&zNjCFmsXxfEn%%yHJg}2!Lgsn(Z@Aw;4w+UW!)O6
z|2U@G+D*>qah#X``g@*;Sfcx7me4gGZ=>1vQOBP17u5y!8i=RUXtzv$INp^fQ>KlU
z9h5*B+?yDcI)U<c&A*O3lrUY~&u+U`D(2cGX2#V_dYK&X?xK>-qXwj@@l1x=nW=j^
zcYhj9H*<$Az%rV!nFt`k!sz27+M%q074KF~(COF4a!(fXGo0N{)yqI15(@HhZ*Sa8
z4vqV4$I2GOLOkGy#8?T93tX+yJc`W?obJDETb4Ym#v*ZRQ#y8NxZoLdy(rPKUY~XV
zW5M9>z$<m9Jj$q~IG8pWGKo#=!0m~F1OTw>gg@RgHTH>3fP1D$lOrGJzj85j;~vH`
zOiKN1gL~!fiU07lvV6aB&A=Oc$1qp7`UNHrm<PCpy)zBV%aUTS<)X{WQ$wX`@OrgS
z<C?*iDUv6~+;N<#RM60>m+4(Qp@*ymGd3%iW{`aekC;YRi9_EjKl0$@uS>6n$qQI~
zbRkAwQKM<Hb|k@#q^_30iB6O%lfx#h3SvCe!$ssJ3s0E5MIRQur5(~GU=&EZ%4Jj-
zM;b}?e#a)z`Kl{UAXtG$K{s{6|Dd|dZhwmS;zGLff?<ytCU-7~-jR;S%l2V~vB@DF
zF%MG90snIR&>WImXGw|?5Ey)+Lmloz=D3ZRK;iCVQtibSwp%iJJoB|KW0pD-xuPh5
z_?2+QmlI>uWz@CTsBegIG1rn{VT5O?1=C^iQ4xt3t=0Syh|@6jg#GJb4~c1WEvQlH
zznrANj><9nf0X~0I4L!%@W#AR-hYcWVkRx$BDpMuvNw#gT%I}3PzNK==S+FSIS`-C
zSeOc<gTYti)mD*CfVT3pSB~^@(3oaEu2yR^CyQY^t4=1zicF+kybEKsHJA4|&y#K^
zhn<U7Jo*Q14mG1^=WC}AGxWi8E$lXP%}^RR-&Ep{3E8V1%qv~}%q6R2QgS*@^sUdD
zEdupKeS$?<^A7+nLpg$m-5WwqE=wPM3u7XUy$%zW6=ZmC<h_nacaAP3#@1h3yPqkE
z$0ym++FMN4C=v%QGM?gV_?ZRzp|@90_{V}z7gwf~XtNVCN0bM?3zY25<DrsuHaF8Q
z8}GBZD-Q%rwSp~Tc~66tAhdUa#lf_rfeC@p!>s0jHKTcRK%6Xr@t}EAKw7hc1-G$*
zNrS7V1S|&3dX02?(t-s+R`7#)#F;YvsLr*~&fy$Y(EhL@t=6Iq+ui_{_PSjhED*w)
z5UdhR7-9_9yAezYiVy`%1562A_3J7bL_4D5qCg1Ea6AOzD{llaxOP=AQ7WWbe@a}R
zw!9t6)=U+}l^@b}L%YURlSr6VvKUX)+IRb2o2j{(0|*w<E=HI_TIvRqW>ma+xip1P
zw$;~I#)2+l9OW%*WwX$gS6>)9zLfK-SAXN9wBn}5(ZwmbJiA`LY#+9ZqzH|rcwSTP
zV0}ui!YmY9afZ2ODIcs%SA9?Oh{lx6YT~xstv;k{FkF&rZsjSU(_*r!r+o*7xVaRj
zldID&x7<|k2Xng=4C}$09nq?R`t?}0?^sJys?CWh<?>q(VJ5MO3|fJ6UvqG@OMXr|
zu{aN7@<(RoV|~Q4-TGx$heO$-HV1{rU9`-&<wO}?|MUlFhQ5#!S68&_ARUIegyp`%
zr_&EPZ!pc1tTH<^rv*#Ks6B>K=`iA_y5EJX)8&7%vmj@&itsPx2`QB?4pWbZVthRc
zzE6guS<&GF%#PX-{5oP`H3^uvpU~3J5r=i*>j<<mJM3(`5oG-9C+&w62Ex7`75OxI
z97Z@C#0A|xXg~JgIYI--e(1OCDCX^Rx?#l9LaN614;qY$7&FBq-lp5u10$3zIlyTs
zB=lRBux^$_f7H60(wDo1j~O=h84j9>rNIx(Y<_jj!}}B)?e`1wIIzpho1=I$;AV1=
z%S9lNJGQQ{vB!x9kitFJ?m3V_%CgFPo9?ffIKFAeqQY2M0$om%$dMABRk37FG=Hg=
zFcf_MbrL4kqy1)8-xb$m8K(Sh)rG+Q3%&>q!>6BjUt{n^7Tmv{3d~UO-2@<euKI1e
zTQ9;~->-uGILd{Yd5zxG4x{2~?a>e8_4UTsgK^z2f8yqmZ}!OV^{(GhGM{zsDT{5G
z)F%IHooJ&D3UqFg;YwDg-Fb5t2qk=%a=U0tr;$7;u7s^+ncgDnHepn(O=n)agVqrk
z44tjV08<9WgFUN9?#JwBgwwa9g+m90yR``UcGhQ6%yop9!^dxu$`3Sn2Ox)rBB#sf
zN3TcAKdS-wZ%tl_Mv(ElfYn;aF4xh%k!4ra3FX8*bV&+tkd);8<uL?#Q=>C?7oMd&
z(0nX$H0d7Ju=J)X=0V|Z!kx}WNhxXH2z^Am(UyHbX>Ba!`<Alwbc{}5sijj_c_-8a
zLnnq)antB9HZ9Z>M4<i>)DgtAE^O;t_JV|pgU-6nk~}!_6x|ZI5w;E!G}08^dN}%T
zM4D((<WVT3Yyu^4#HL|c<R={9Z;TU)YibojNH>!iUdN+Z{zS7RHqfOGuQGDvPlhD<
zE=q>+D(Umchcl?o1*{U4kHfNfE)05@f_bsh1U4GQ#p0emA!`;YZy$+E3*L88t`rt#
za>qO@DYi*^?l&c_HR%ST9NY<<-A)eL&t#}B*IU}Ga0DI04wdZ8sKF!r%BkFlj3s!Y
za=A&2>=+^-xG(qX_eyu`tzOE4LZ;=LT)5*kxn&#j&V-0{r@CceAd`KxtEk$Yw;r8t
zIVQV`|J=ime!moO<mK%vR_?vuveC1#NkBfzTm3Dbw-BC!-{Yi%OxYHZl31ARS-VGi
z<b&CedTEa!=LiyZtW17owF`bf+9_ifJ|RB%Akk=n@lcN1kjoqVz;h)+!gauQ!_GJg
zZ4ZwSEP;r(O0VmPR9FU*&Wd=Z89UYJ9`;=ve8@I?BVJZTsx^5!?+iVGUg~%1=_s=q
zFod&E+~o3QYrpi{E4YwTLA!o2mZm#JH!Ct1rJ>x9n(CRZY$W%C1sL@n+$GED&9CUv
z`yW$d`#lc(AKj3<G@YR`F5(inVhJL=c4+Awy8N6d_($9=XrF68uY1Hl6ce#rNT8{U
zS{V&tjFil*Lv#BdeIDOy&m~z6wi_D}V1aSKRkA@@ZSV03@sq^WTwUdXF$Q3*t#ZQj
za&oqJV6H|!^4_pLC*mRMyl(S_^nr|6&&=b20qA}rxtM+5PxvGne76#5dParw4S%<f
z?OpZHPxBcU9dTtJmN9&`30~2d;QQ~_&dzF>NX-x8Cg>~d4IKl9el2b&?rKD&;fBV_
zvy_ZvkDPNJA{uY1cew^dC?_wfu!|Wo=|N<(sYSZ!_Cdn%j2-zHA=6%X4?tq_T6aK_
z;5!dN+RQ6$`%ojNowutY6ZTiKwnAX?=;rvd%@X!2LSt<(ZTZL}lkza`_+VKSe681y
zLz5|u+CC2|{ODF`p`cbMbktwSba_Ft`8>C5HFH)VcsbA;bDs3$nrt-e`Myr9ccnYM
z@t)MKSKxAeuQ``hd$rIgqmiM(+IFAM6WK2IAt3JIUa;p8*6w1nR%I~znb32y&Vs*;
z`?|Vchn@__`t1!@wAW2f?tAh4VcF?eGZt~i!)=)#DcE7}kD~*q1*e&1W9JS~-w3K!
z4*7Oabe^j*nD*qu94o`7hS$A5#YQ!z<C`IF#y!TkjHDzW{$<)?KvcU@x*Rr|-#?+W
z0K2SlvK(<u+kE|LfqJ77?|9gG#rx6;WhT(V@{oPPZ<IJWUrLtD6P5IaIp>q{+R88L
z)IF7{puONb<#08Yf_LLvCIr(hMVVR8ReZ_SEZc*C%y-(%wmsi_V!wTuEd9oxgsf^=
z(L9j8eXTmPb+sT^>-9a;rbe+8JyzLY*;71_d*9X;55u#sHH5KY3Z~`VlEuglDvF(5
z(GUvVu2j6*IuUPS6}-)n1n`s+#+Qj_OUm~mQJ#*`=o2q0Az`PKjK9P>|E#!)yAvQ+
zWKPJEl*ru1MW^qXPMs>wRxBAmOd6?0D_I`nMduXL!mbQWTrjJYOk@<FL|tu=@!7Jd
zL@*7nunL%x{|MN3cmADvQ3+Y15<~s~7qg@Xm-2M%yFDj`P24Sxy=STT*9JaE!%B1F
zWs^7xhG-1}nMZ?CMHl?#`^)2a$E|reS|*V_If5EG2U|}^cv?1kDhuXWRi7*aDzeM1
zdPk7-Ty(rj%K5R6kM`*X)%fsA6=uC@v2#w}=owmR%<UZ=;=z|yROYlb*$MSVEOF;N
z4nog!xh`<u1t{oo^<3O-MLdBwD5$a5m3*qQ;j+B;MtQsbIDQq8Ve%X<sI#pE@PCTH
zTY@}|@O<TX4WBx|o&c9+(wxIVFYLAuu!XqRI5Kiniv(}JzY{5j+Q6_J5VKs-)aLfJ
zrAhk8;wvqSH?4(vnA5>7%CzvW(+Ho|<@p`3tAH3br|YZNaj<SpjSG$bE#u%>E&5;G
z#2DBu+tiXikm#DB_f9M<)WN77?NSOfaNl!7H#WLC!9t!zDgG2}rom2xS(-#WKDG=!
zT6AGaDWM2dS{N5~Yx<=%Ya`q1T~VuFUXfK!F@JBLOboyG4b6et{<{0_{z~qhB+UFB
zH<xQ=wTYX(+x5s1r|o{omDqxuenIU~EqD>Cl0Qo5Rl@Y~(Q&B5*W8&hRo*Yb5Y+Ry
zI|~gkZV8oc++6dU`0@w5c-+yj+{<$_PB}aoBdwn3HN4BpDP%6jI##$6_x>hs+(@|J
zr)FxK#A?xs02vtc^V2Iq7M1DaoVL5~DEC8p^=IM|kC&S2Xj7P_an!#d0usICH6FH9
z#Rl*nnG-Y8i^m^Ys&*X}?+5&5>utYR&<Ea`zF+f47yJ@+HPirnXoc2S>?ZwFpDLfD
zbVH9v?tvM$5^{&!)Pr{Jh-<oBzZx{~W6J3q)z2gzq@tGOkLbk+SrEwqV{<npq;C!A
zmm$=AR6S-}(RQJ#a0eg7$-G3VR`@0)2gH#qZa-PZtIkKoWJfC`>Y9>G)DZ<uiPzz2
zRNulIkObK4C&g1aMJ-W^p%V@Efhjl;%5eWc5vN-A3hiC_ydotDnVj$;&WwKf?Z><a
z4fm$#*!OIB`E*seyh?XCsMA6AI=RT;r(6Y>&=q-p)ALjxlds9UXT>W8;}oWa)2^l^
zD^toResLXCqU|mekWD68#MK?3!f*4@I_25BLhdzXei)P4ozTZ=&)~Q6DZcL!rC!3H
z-^PYd+=r|w#n^`|w4vfM`=)R~q%{3QJ5KnhE;J!WDf2K+{i<>qebe!RYYpKZRiS1)
zPRrGlz)eA6fR&8O!)am^eBO%Tib(DjoksRh<Ev|kLMctcQO7jr4-26inTI9-+n}o)
z%?F(Y#d8ye^mwg8)N8p`2({4BmY+0t1xv2y2nFF3-?ML|jR$0*KHva@_wYp2BlCW;
zpNVr7<l0hwFn)5(ot3y(G1$*uM$M}|6rbag5sRAs==M3c>L(LC71`xahK<|h=!xC$
zSQIKc@j2NY<|}a)Rj~uyQ9qgzKP+Ut%gMHQXJ%YPVc5-W%G1cCpDD9v6(YJoRX5R=
zeJ)d!>RdF#M=j6&M1}Fuy%^clNzsk+T;g==W}6i=@9t1?{D+BBNWQ^t)_G2-t8SR4
z-xou`2MS;U5&oeJHj6@lVnR&A!*h~M0*xqJ5-<N9OV!2KuwupPHV&43N8{m@8Z!1z
zi0ab6L}-Ecp;W_glbn6kMy^9?lKNXe<tdkE!!J4Gfxi`3g+=JW)RuSQtHdhN%a9{w
zi+^m8*%cbB6@mfZ@x>!eyde^t7NnVbHQ4tl>V!&9gN`pzU&}M0;}dhRb0})-tNl=v
zRuuhw0{+DH7Np}G=i(C;MrxEC+|12FSE^~rsP)$mz$ZtH<-x{h7FR3>kG?H5hV0xw
zRm&_Y@8;r@cvW*I`QhT+P);IW&m4Cd3q}w3N+)p45bMEtM}La})A&BK<>pMpXi2P;
zfcG9%;}lhu4+8Jj`=0PZV8d?~ri;MDmiE{$`r+Npbq~gkSJTas^mEk>M`~XaXO$Dp
z^6M7v8_RXA%cgeAyVv_Cb~&9UKTOQ+tuGdLW_NzbFRe-nF)*#TRW4e&j6W0q;%_;+
zc$zfdc%>?HBg>f8OB~506zR8V^ZaWwvO1DaVav-PVDvdYDC9vOS<5{*8aWo9`SdkI
zCzq-;Mh?<Uh7rZXD1CJoHf{nG|D$u_FQ7{Jnj_c4-SCC4e`z5V=Ruk8`{~xN*m<2k
z-XHP1w{bbntZE54Rr<jMAu*30xws&+prjlg@6%mfmnHpjg3(H?5pax!Zi<eqP_bl4
zn?f;-e<%&EagYq~8Vs3xTKwt|iw#pED2%XgoLIF#%XdY2&s;oZ0ekzfe~OQwg~+5J
zZe?Cka$ZiO)0>fu70Z=!7QIk3ThyU^Fc3KR)bkeMA>r-Q+fABf)zgKy1f^p&W!@C0
zZEJIZi8!i-dX6rBKUW8>lE!!DHelyDPIc$Hq3BYv-V4F>f3qF*52#dCr@N;+lgHMB
z#`_w`!f0RQqHkj}`R=eg@S8t<4IB71DLltO=ENNx+%PX(mFeJgf+Cm>5&@5`|4-M{
zH}N<cZ&0o3sm3FqB<K-8`J89iM$MnJzi&>`meUN|T)L46al$0AUhsw>OLkP?0fWTK
zhNeVCAB6pYcT%ltDda5$Bi>@+-A7=nUnxkch@3ks|7p_?Lv!H?Gox+#)xQC;|H}5u
z#Kg?b_@8)z|F`*mh5t2P;IBY|zvcS<ElvQ4ga&Xj{XI_L|8<lAFofXWGW|0BSE^s;
z|4#MG%Ea`)MG3@?0+DryLB}2;xOH7WdtM(#$>o6ytyl14FF?jkS9~BT6$G4Ig+A`H
zn+9bAbNzZsNH@-x)wSYG&Wv$z;}2(@Tddl7!M#r9CE(6fWww|JoBZIFs>n-fTC$`y
zN|IUoG{%4-affj|qF<kq8dSS-4ovjrpCGgyxwWPLJ#>G`5Ucg3+mlsILHXOJ(80M9
z^62Fk#nQ%wTAL=Ea;M4-hP6ko3L-6y0#=W~?JP^qpHF@L#Dmn;v*tzq9`{zGs2{F^
zwyKesrh0zT+7(kXQ(@w)X*Q7R1>HzFLu(^o4#dGF29E|D%NL&lI59oJ%reQ&(of(^
zkjyqr9#Cy)nmd|EdyRr6Wf7j&<(<zM0@jXmBhw!?X)&JiE^1DkY%vhLCiqS=P5B-|
z1+kuF>{c_)2yV7hke@Y|Rx^tsAM60!9V`7>(Km`lo0`J9r$jf~XLPVnq{qZJ+=e%a
z^Ds{`M`^1%v;q0|m|iIliCkEdulj=f5TC;`OzDZbD<=hJTw*2md7hsz13jatJzBw?
zi-vvw#dw+jFLMU}AC2{2!v|QI|C2BHH%LDSz7Gl=0Oj`ug$2BX2mqn~pm2e|LIXfF
zP<aV4U}J;_z5iAB5@PUYsK84;VPGGBg$4Xx_ZL6#{UzTpsE@x2NQS?70YEeVix))u
zm(YU$N;>@F8Gj2c05<$1>o*S%gDCL%(jd($Fo-e}GJzsBfS-V|5-+shb7?dG6>9`)
z1Wd|I_|gk7h(XTQN?*~?UV}kSSd>A@(Ai$=_h$cGH90+FLk2lLTTo{2KSon9w6k)s
z)i<;wd>KN4LE6y3R1cIf9OTmMz<?kQ0J9c@fTg9Cy`2X9OXvjQOSlAR`eL?L4%R@C
z6oF}@f!W8cK|SlcFbF9ELysIy^$iuo1Q{d<?SUz!`S=)wfN}!|295-p=WmI^nSTqJ
z60&jt%?`MA0250CSN%mLpv2OI%r64}KD(D%Q2unF1b?(+WKc4-H#g)F6%iF>WMpGz
zWCZ4)W@Hxv7T`OJ03#!i^g;(+v$FyV6R@xV`GB86buZT<f7JcYHHh!edJZ7*r7f@x
zJ8%qk;Xezgzdzf7`T+IE4h#o*;Q`WL`eOg%8q~+jHL%U!#s$jBEW-B^w`H&Khh3<u
zsS~oX({ligkdq#01X_PB-;2@|7-WD;{-<hw*XVCSKmRwHVFhX9&)I^c|K}`Tv;&e7
zq(u-PXa;|3?=S7Lg0ukY2c(%l>p}b=K6XxE0c!1KRsPf{JFpVO_re4G^ZSZ1gZco~
zgER_i59Is*x)Pv%Kx4hE7DyJ3|AWTaS=s5CfCl(amCM;0I{s;yzp4B;jlYChfn3cF
zp5dSV1^*uh1Df{#co@i;Bux$MGzedo9d!A}x-tDW#BXl$GQ^8h{!ij|DN{=`20<%Z
z14G*v-v!F8V5o1e0kj@=01F`t696<DCRS#803!!5G>Va)1L)U4*ZHF_eb6HWfR3!J
zAOR|r7J8=U_Eucxrk`x}Y+c@4IoO+9S((x6TUk&6Mfy!Dkc<B5g#Q;(u`|&#fuh0y
z?DUKvsW|9a*nm<oa?rE?{~{IhZvk8{VhQO1A9i4640Iphy8N;E!86EO8(Ipy%=`~`
zBV+*io27%f`5%86f$Ja(oVlqbXoLJSZcIwg(wNfFl1^EX>UTXb|8;){+Kp@t^?(m+
z_-h~H09qNyivRK`kXJARtq!<(8#w42{>8@%+NVH!2FMFQ{6Icd&>jQYH$Vkc_oo+t
zESLpIV+MK~3oEd%mmz^mD6D61NGZ(4%*f2l$jZ#Y#LNP8C>lm)3Pwf>(8~SwbOvWz
zLnC<LnF@dh_VnkAke!W<g^kdN@DCabGf)b`mpVerKWV@#Cg33ldi{sS#0*mR-)Jl>
z>;Ry?{z2np{cjo@0BAvf<6~rEW(6wq?=+y%0$t;uGyw1{`3H>|Xzc%_aWMXOTLAk%
zWo7~}v;I>SAnjlHSULVV4<-Nrbb$U%7T_8H?;ie6V_{<B{HIP?nAm|az5nC`Zk7L}
zF*5@n;_(kYX3!b^Uo`fA&Vz-SlM}c_fnNW!ZY<0I*8ghD!VI$Wzw@yG{(CKfN5yYz
zWN!=HE(~o!C$XZbt0B;=7!<6mfG5)*UlkZ6ERC!PUpxeO&mtjAs6oiXA;QciA|fCF
z+>e=An3;q*0K$U6qgh0N18BF50zjMo-&sKWq_CB~kcpwbnVo|LA%h4|<18$qtemW(
wg2Dm-5fM=)R)8QIBk<OZO_-BS0OYWC_IkGVFXqp}%FM|EPevvpD+>Sr0P@1Nt^fc4

literal 0
HcmV?d00001