From a7a6e0e09cdebf581fd1c1aed1a0e5963f3cf1f2 Mon Sep 17 00:00:00 2001
From: Eric Duminil <eric.duminil@gmail.com>
Date: Mon, 17 Apr 2023 16:45:32 +0200
Subject: [PATCH] monthly_precipitation_variation_wuerzburg

---
 .../Parse Niederschlag.ipynb                  |  44 +++++++++---------
 ...thly_precipitation_variation_wuerzburg.png | Bin 0 -> 33494 bytes
 ...rzburg_yearly_precipitations_1996_2021.png | Bin 16565 -> 28210 bytes
 3 files changed, 22 insertions(+), 22 deletions(-)
 create mode 100644 python_scripts/get_dwd_precipitation/monthly_precipitation_variation_wuerzburg.png

diff --git a/python_scripts/get_dwd_precipitation/Parse Niederschlag.ipynb b/python_scripts/get_dwd_precipitation/Parse Niederschlag.ipynb
index ba530c7..b8fdcfe 100644
--- a/python_scripts/get_dwd_precipitation/Parse Niederschlag.ipynb	
+++ b/python_scripts/get_dwd_precipitation/Parse Niederschlag.ipynb	
@@ -1086,7 +1086,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 14,
    "id": "29be9114",
    "metadata": {},
    "outputs": [
@@ -1186,7 +1186,7 @@
        "[144 rows x 1 columns]"
       ]
      },
-     "execution_count": 88,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1198,8 +1198,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
-   "id": "7f474ad0",
+   "execution_count": 15,
+   "id": "283cd890",
    "metadata": {},
    "outputs": [
     {
@@ -1324,7 +1324,7 @@
        "[144 rows x 3 columns]"
       ]
      },
-     "execution_count": 89,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1339,8 +1339,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
-   "id": "a1f53851",
+   "execution_count": 16,
+   "id": "28a0fd61",
    "metadata": {},
    "outputs": [
     {
@@ -1444,7 +1444,7 @@
        "[144 rows x 1 columns]"
       ]
      },
-     "execution_count": 90,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1456,8 +1456,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
-   "id": "3c9b3b93",
+   "execution_count": 17,
+   "id": "8e3bd7d1",
    "metadata": {},
    "outputs": [
     {
@@ -1727,7 +1727,7 @@
        "Dec     60.5  "
       ]
      },
-     "execution_count": 91,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1739,8 +1739,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 92,
-   "id": "a2c4799e",
+   "execution_count": 18,
+   "id": "fa12c1b9",
    "metadata": {},
    "outputs": [
     {
@@ -1762,8 +1762,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 93,
-   "id": "06014eb4",
+   "execution_count": 19,
+   "id": "470cf56e",
    "metadata": {},
    "outputs": [
     {
@@ -1783,8 +1783,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
-   "id": "bf62c2f5",
+   "execution_count": 20,
+   "id": "40727a96",
    "metadata": {},
    "outputs": [
     {
@@ -1805,8 +1805,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
-   "id": "13fe43a8",
+   "execution_count": 21,
+   "id": "0a195120",
    "metadata": {},
    "outputs": [
     {
@@ -1830,8 +1830,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
-   "id": "c49bdeb5",
+   "execution_count": 22,
+   "id": "e5d682d5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1846,7 +1846,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1542246a",
+   "id": "803223b4",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/python_scripts/get_dwd_precipitation/monthly_precipitation_variation_wuerzburg.png b/python_scripts/get_dwd_precipitation/monthly_precipitation_variation_wuerzburg.png
new file mode 100644
index 0000000000000000000000000000000000000000..904b2e3385abbef8d7fc30dee19c16ab4b86d670
GIT binary patch
literal 33494
zcmeEvcU+ZM*6uNmI<W=|AYDXIX#u55Gc*yApduZVjx>?pNsLMdK|#8L3Q`4WA}vZ4
z0qGr--jUwnu5}J3nn`Bn`|jL(|G3}z&HRF#_q=Dnd#}CLv!3;=jmMAYrFU(o+D;%4
zcFCNPxIiFmRUr^I|M2&%@S8sA_+#)N0V_#mtBdCPR<>7f=n>?uT3t6Ww=yx(X0Xw_
zVQFM;c7lV4gPV=P(8}t%r64D#>2DWsnBOqqJkCom2{-xn`WY2V0%6Zp{Qssn(O4q_
z;b(CfiPM+t!bdyo?G*c7@_k@o(q-7Bd-nT>Zbgs2@f6RHHriwn9c^9m=xl;;thJbh
zVMKg%hH_Gd-Sfbt1AcMEs;TTr7g-<Ht9a?`A*b3VMs;cXZRSk@v#TGaeYtj)Yd2Hh
z=xWN~Y&Uj@%1BGA>?~N#H$NZ1Bm?7t*ZbpR+!~}G3meareM9`w|7ZU##2*;89NIzr
zL2UaE<isD`_W#00{DE-n?=VUDy6{~Z>4(P*x|@hUojDCRdQM(SV|i}>fdj<_YqKfV
zW|qUxVx^Yn#(JXGR|cfA<{Q<_CC{Hfe=bt!Wy3OuYWmR<KYDu0{&z;1W-AMmcLM`o
z)XbWmXH`n}Hh1cwPF<aAlQuIm+es(HUw0(qt)J^kPsUoiepUEE0RaJv_0@UvPn24V
zZ<V6WyYj>Gv)NMnRo{gRoM>2cUY_$waq46Bscy2Z&Z?(2&n4?A_4CW>bVz8)IkzTs
z<Hikb_`<MWWxfupi@m+QMK7vF+H~#3#l@}0T6ys8@%EQ;jY;Y+xdp8TzbmD4H0ep>
zNjW@Gu<p|Cy1q(1`$9cfJ~K7L;loecx_blVeLX!rj~+knneV(@@+>xz%5{CYt0`wS
zYHcQV!Eb%RZ}9yiajS_=;ryxlDH4i`iZ90USI5jt;}l||l~Od}$?JM;Kh~{H`neXR
zmeNtTnPzF+yLYeX&>fn+oOv^~PX&v8<`#PVN)H-@lf4?tRNGHMA)TU`*Db5HbRl=4
z+sn9P?Mbkv=gmDL{AbUe)rL#Fbo_*Q@rEZ``YZXmyuCQ{`R7^;qMFTKjYS(bC0oGA
zlV>w*fBkt2msxu@rJ$9eNmhr=v-N@<gikWC^llma)9+5iWM=Y?zZ{6nNY=_UQ8^dJ
z%P!?ZbwE!~kGi9CuFafYUUb!p#-fNUsnfP5TGFDDrzvrE^FWI8nDOLHoxHh~b6B0c
z%T(Y(OSKERlDdWDyGY?v<2fVA=Ys2xk8D?25Oti$vlUvMsY{*jbc}6vZA~|_=)14P
zE27mU+;zb`cT!5-vXaMmmr8Q()Y}KVrmDj_=H9VUE`s@U87Za#I=kpagcuq1-#w_&
zU98|Nppgyc@agXE)*p#<o@<GF_ROfAuX|lnI<w8}760JFo4msYFWFyxyiMKRwZ3Mn
zZc%(-^3$6=rPfUv6t1fyS~?SX^S(`5u6gB|FZ3%t?;e(xQc+P^nae8hQ8Rma1XfeD
z*q!WfbaHZXd8X*f$2~nT<L)uOg2$((r<+>V0*=UbPe-jg<u3MzO;%{FagV>6$d5}(
z^11rvHqVYa?miaLMVZ{$Mm3AI#eq`#^@Y;xz96;e`1s=@^DnE5d;CN@b=%fgyVmgo
z#c%Jk_T(>*dugpr1yA;enU@TRt}iO5>B{uj_=zkT!q>aH_xPUTaDkDRcGz~&o|?$D
z48Q*RTZ^%bCSHO5T>I&67=Z7}%F04FMM1V?)j>k@T%TSJf#7Cx@<wmjQBF=jytxG!
z2A`TMJiL^goLsnle+YHMd1q(mM9n<G?c29^TShInOVJveI?RvL<~h!H_Lg?s({vom
zK#RAm7Urva@*P>i<s{GW@bI#VHY@W3g4V<73iI=LP5Ct=kG0ih^O`vkql@{wM>Co<
zQ#)+hir<Bt=&6<EG*uS?2Y>^4Bz~vF`{0Rg>aGQ;Kx?uZCf&u}kuy!n8fxl2{n^31
zmtko8$;r)v=v)fcS0`f9)6>h-ZtfO5x->UNO<W6#f(6N*DRY<Uu+$2US4FGyU0rt0
zOS2;s+vx1BtV{(Lc)zF;Ot5H!$vfJbvAnQ+cVx#SyjLl%8*E!o5$7cdi6Z|);?b__
zYZeWPO2zfhE?$gif{ESt<jE5SW#tFg*5#LK{9Nissc2mmJ}M|EknLkW=MLkDvshGA
z(m1eX%N8!@rI|tapoGLI_?6V@s#B$Md>#Aw+OLaCNQ7I}%2-qh44hmH@ud;q?gVd=
zjrJHI%i;0!&p*4nFTAG6e^2>7_tWbg7O)~_GXk3kgXQR4U%q_F1(t3%SxnK>prmD*
zx#oLn+<h#oOGL_-=Adj4n+JT|DVr|m`J=~<dDPa{qQ!TYvqYJsRfit>)hu_iBpdc#
zv{r$O!jC_GcS8T2^2qh8)BTlRDK4`KI8Nz1yJ^uOS@hnO=6z<+|1M+_HZCtCWByV@
ziWIo+z>l{ZdDWG{QMTLl_@u(Fl01F-^u3^<lA+irx*g<fhG`woufEa#Q25j2%5-%p
zS}gj$(e%3WlX(-)oK#d)ymq^cjg5QKDmc7cR+l7QTwG>`8(3jV!kNXN_klC!beZ(R
zt()lVocBXx{R}vg(oNfF-t#k6)7rL^k&(GByrI{|t-705u;}6Go82Gp(3{zKx4bYY
z#oeh>>RSWW#Q(u<bN3$C1@S;rX8A}Oh#6cuCEolai7%oZ=f`W3)Ux>Jnss!*ZTYm#
zj<xY=x~|SX;4!|evl>OGf2|>25xj$vguT7J)o}f>-69JgcDW=t6}giUpE`g^E{H{D
z?|}mcs7EL3v&_3Fd9GbT_XxN2JIco99bwaYY;Cz<{Z+Y*@$E_Qc(1yny*NBI^Bi!-
z-i7gTGDc5^%|-}Xd*W04w2h9^b!|E-EMvZ4eYwD5s+>g{T+jaf`-@<aDZ%48^zcnJ
z@v1i~K@7q51ve!u<xNReTwGieBkjjO-)`B1PVL3C$_a_u+vAHAns$fI3l2RVY|Aq5
zS;ae+wwV`n*yWZ7vXp+y68;?-{he>4^5=0uWyc5PHJ9(uyYSC-I!@rehCRyevRI*&
zJa3R$5_@Nd@laki?^tVw7pK$59h1QYD@QJ;Xm(^ffsJsPG(X4q@#1O$24`W18TU<_
zx1NlwZoM5##cQIxlbScN++`#u7<Ou#osa11g4Oaw{<0a3<7jHlvx~8V?Jq5z;H%7P
zjjx(E8T!aK<@C1-FAc_6lpHjW@S_us7QeGwK}m^1CZOn-Z}&yZM~T2rq+A|<WiABM
zU0IdDBSK3jA#pD_SbCx}uLoSAse0!1kFV{(%l3ff8SfRNy<WHpy~4>6$qeQzE&fJz
zPm51)qphcWF5yIToeoAax!kp$UoQNfs$iv$GbS;S4ZP7lKcT5J!#xs-t5o+P9D_6M
z?4?QqulQ6ximsH_R$ZrXFIi2jd=#aKlU<;3JvhgV+xp96Sz0S_H{U&?E6*)dWK)h1
z#EchqY$jZxt>W+TE-NoLn)^72sH9qWULAZM^9@T&YSF@%OT!60Xt3=TrL?Ja=T8;G
zR%#S9|J8MU-nA5h10BK@p_%vMXo5)@tCC*il38XQ-Hu($nnEj|-b}{OuO6M6n$kvW
zwBqlA?qeq<5oy%Pi{}0M@phHqNMd$xfNZzF_->D`)p6U&hzTbaI`Cw;TS6=EJhz+d
z=AW&<*aOk)#>%*Dffoe961`vz@{3Q;sZ3<Z1~B=GEDdH4Jq_!Ine{@)Yw__GMM;Eh
z=fQ2XRzLRKnLte7H0h<~9UUEA(#p4=flV`)A3aD(6GZKWF>_byn_G8zo~YtKoSZk;
znmw9U(XH0Cba|zpufQW9Ab=m1KFsMmVdKU`^kCX8X?hkgr=@xGoz%3aY`hQq3EfEQ
znp$gZ$|oOd%kpy^f60Q*?SX)$KGBZUMNM1Nn~h>4v{Ultt|hM5(fez<EcQ(TU@1lC
zl0BB$);;06?nq<bdsjhAtDwqKXnkc`2S8utH$Hdh9FF!^N6`<2TUI%wC`c5A3s`Em
zXIohOx`m=B-KehHZS!vT>1t6?vz(!)`fZvvEqaqxrzVQzU6<-g%zNZRxR2}>o_UWE
zpxu5T!UFuUB!sb^=Wli!UuZ&*616&N&=X=1>0z9b$4loh_$YgAX(T2&nd5S@`pZr#
zr6kn@S}WZYI^b+3Kiu3?0{Dwsbh)KkduFg^q}@P#enrhZ@4&0^9OHB0{9JVK5X2Ay
z^W#<RGWWt~ex6L4h8UOJ{R&hH9yz8wnV)7!DVL<s*iWH;{WKBK2+uVit`eGlXV>k)
z(&#AM2)FId*$HqeJ|UrJaUjai-A}xcCDM-Z_HJ4#*nmFq@$umE`53!<7L_AimWC){
zYY#`#8NUjCDi_vh=Mx3LTL81!i;D{wtQo90Y}EA~SE+=gq$I*-E|--ByHCGv!>RC6
zOt}0co~65|X$rhTsfKOGf%z_1*L3qPk>u=dPxv2eH$XGLuC=+WNgs2k!wC3_!_4zT
zaw0MoOGVen%nMd+bPNwnLX>oOho^~YnS*UC-LupP!NX&5dLU)`0S^yPWk0vkGYI^w
z$uIjuADpr^qrteXsYwUxdmgsBs}cF%VpC08((Hzw1c$1}zz3z}<SGTL4LWn}71Y#T
zb@o&};5zIuGnm?VWgFp2;8_AeITqpzbH^)Nd04TQ>{0OSXBiporz`oIa;k?L5(44j
zjvSWqKI1FU|DdGr{{8zh5=^Vh^X4~l<&$3lW@}Wbz{~ElDlsEyy8)(klEW3;RnyA}
z2<;J0Q}X!*kRiaw45FNE0>==}GBE~#_2ibnl$MwRWWn2FGv8q=zx&kabL++sCYdRi
zE*7%87?|aP<Rb)mJluN$_ZqA70%&-goo$y_x@;xKnfvL7p0qt83k>Czm2!}_1l-y|
z!OIbK!r=T~vU2n^d>qT|10ul?)S2m>XB2wU8WNOPHgDT~4&YzJ$&)9UWCECM!9}U2
z)cNprK9G=@f{?+(LH+#|F>b5D_xc$)UGUvrS}WRteK15VxH0&jj$W#np}N>fdq9?H
z;N6aBE!75xj-CP_`WWDrk9D$al!$WxfJoh{Z~?g>`Wt13WMa=p1RP+!eDc}k4y}bB
z0>>^VD&NH%O<=0*a2Q)kN{akkyJfX*!Rnl`y3PC3+m2xBbU{%uqspN%{RG5&<^dYA
za`vqDTHUq@m-$yPp)U-o&2EUmTSiX#`HpLK5XT}eDJii)AeC!fnoV)-NPH^aI9DDe
zZ9F~zh>+>lty|?7IkOX=K4l(i%`l#Vi=1!HN=e+9ZBXJ9F|UNsXza3w`P>74m>kT<
z;A<d?uZO`u@7=$D1Ts%!$iKP4qroB~?w6|?2yAlk0W;!#IniXznN$gzJgm2`?+9eM
z^whyg_DM^<#%cjf<q*vxBqX@?-rg(Gi^`W8iMOuII0Xq)n8`fA9%jIs<%2abVQj8T
zL$QJG$|Dn&RDi|L-rhwWgun$nkZov09gEiH#)Xvir4%MnQP+r4HVzKWk!qcfuW!Lf
z0ZBN&um=1f4-0isUikjFgvg_`H15UD`TStazCGM^A=sVEpG`97aZEDufopimD=Lhq
za@G(Cz*>U^m}ag*a1L-kL(Z<6UZu0PG9aooGE%{k(Qo}X!WHKkAPSWIPE-q>K*+n$
zG2uc%M!)AOKGy<VN{`#1$3}E@NS>I4y?*_=tfImTT?3K_3vFF%jiV2wX{|4Thj6)R
z3dye^%=dSYUpe*;3`lEgYQld?0RYWs&}AKIJa=Pt=%Xt*{DOsd1|oHd0}|Dd!a8Us
zX(oQcbB5eAwXKOEg$s3Km@p}*tLHWzidDS^Va5-38W<^fY)COqZrwvi)7RJMQz1GX
zQY|5IvN1=y*wYU3r5;Gf{UBJCj6v{5km0pu2l+|rl99L=-)mD&m09t8R%_Ib-Zo>c
z#pu85V&(m8JMCE*Mb`A^-|P{k!F}!JaBwH(_Y7#l%oXPa`tB*`JK5*X)XIYO!xoc^
z6opVc3CmpafJ;YvcDTXE@AmE6{1EDi9vU`AQ32#Hh+4zJk0TD;)tJs38|iTE1=ZnD
z`Nqx*4Gj$z<wt_i1%q`-!aO0d;CX=c!g^==oC}?h-St2^Dll<GN9n`)i|Og}-GGP4
zI&!RyM-}-XI~xRGJqiexY;uz3fN}C{Yrl?Bl6;qJ)Epvuv%J~Hg&}!Ys>9O0CYft>
z^KU#@A}IkjKbyFd(J=GwM74y5h6WB#F35G<GRm0uoVqF?If#D;<wX{CSE|=n<VPVQ
zRA#C)O-z=&qj-_;+?194=+UF{iKQHeR>bBUFM9(PMzq$cEC;H5(1=`sU@86Z>rEYq
zuBO&`N}Be1?auQZlW*wPo|lg-m4sJ|?-AaQE}q79Ws=KgwE1$=-w5wjk=U5!Ut8#j
z!8^U#w+al2Hv(@t=G+3v+ItdTRCz+?C<<9*R}p;EzG~5RCt}FBc(HEu0T`6CS8F~b
zXFYFOQ@msRL<EULfy|2<uN;N7HWoIMb%HQAlK3b$H`ij73a2tt<MioYx3;ZAJZI$O
zOljFR0SQSB_#*wWbSW^lF!qY-YV%AXQBhIGXp1u;Ph^9o0+>dG=6S4LYh$ZjD|^e6
zUalGW5iv2Ooh!ga__+Js$v6&R9iUW<<k;M3i)BQGh;w9AJ~QkY(Zk(6%LTxN$<blz
z$t1Iv-eut`n?}yb;gJz)7D@9Y7@dBTfd)@z{ju2az38Nz#*DSRr0MLLA^}t(d<Ki6
zqn>rF3tbi%o2XoRoacw^7^HNh6abJ4q>=9E#**nF1$Y<A!y3Tkaqxsb?zbj^U#`j~
zPRyFVy?4xFu`jq366A(no|!-q=dR?J(!BjVJ#{=u0+%7td12a=nV10|Me2wPoWcVk
z`x{O}vRc>DTq>(?m=4UqE=Zo`F%!?R8rlm}HzK58)T(u=DSNKfIBX?yexl3urYQ$J
z959cr#Z!G1hgn!+8?3c}J+kPqZYs7dSnj|aDJ-$=J<r?nau2|O$t^kftiAvq_<Q}u
zku2$qE8I?a_+*MV_gjKko8qNQ`&pu#Zmhs;`T;@3i5ZbpsV^-xOQr9^!p%2G(;&aa
zyzDYlBW*0KFDp6|!mW2U9I%j&rF7!t+VVuo?3*V+%G19#0M*qrdUFy{`}}yvMOs_a
zF=SYR*i>qJZw@iZXis(*`|Jxgm(j?v@<6|VA28_%wO8Y9STx@ramv;gGFW1IoDDGs
zV8pol#q$DBiba=;y(m&FTVh3@ug?g->=!&2dh!@DN=dT|K-B@lr3daH^~$e5lQ+y5
zB`Br%Li~RyBRmqHdL)QljU0VbLQ1|M2T+YAeb(02a?Ay0NhY~bYB~#_K28>H-h%`w
zHSSh*NRoX<5E3F6ilJ^2c6bq2DNUVj7dUNw%PI+{6~Xk(u3+oDe3)1rG}t0cTC@8@
zjT==)x{JMHfMNh{*2WLg+r*5g)?2uul8q`;8-MYLGIP~&c#-(6@_2TSZ#EFXO@iiC
zg+FaR%-9XE$Opl@Tw@;ONj@WLF>!H_s2;~ROf$#vZOAte^*6p;cU^6AEe3X#Dk|mM
zNs+M>*Hz<lfQX)+kDxNoo4q^=BrEy^{>9$Fu*#GdB2DU+a^Cc!B1lLFYq{9Jm<6=v
z2lum%ln2iVyc4g=TG?U0q8e#>S_H#gkgWKeK1C?(f6B6hP`DLIGn{7(Ks~@z>mbjA
zEJVpH7;B}7zXPzE-9VCb#@RI4v}4+o3K=SMg=*ca?uR#bd%7F)TC74=LGQZU)};-|
zpZemB7@pEat5XGwmF5t14umB}G#=&P@I~)LXZPVJ=BD^Zj}ARO7qS=9PG1e1mM0CR
z9nEyxM=U$-2a1;`3g}DeU7c3IYhIf(otU*>oo(vr3)V7A8->m7;Y)j}1fq6cr}G}6
zPld<|cLSPp2Onyi<Ohr)asW7dn7WY?nLf1<*c@h;btH-~Cw*C+GrkBw?M%SqmWfJS
z75z8#8U6Fj)Dr`Z$|qKuAd7vY41{r@@u@3?Zi9_UYG^osrrS*7o+C-lnvz?q+X8UD
z#l$dgHU!Wo4Fo(3KybyTSsj_3rlQWG?Y3RcsSdNl%seScPvKcGGf}%#4O@yHSvKq8
zdgh8Kn0FtlT6UR$1&AZnU^S<@4Mdk!oMscWG)8Rl9A-Viia24GYJ2mY`a=wm*|&i8
ze|l~GfsU^S-nJ7Sx<n7LF3iMci+TlVNzKlj0v#1i&CcF=$M+9U`;2rtj3i|b$0ukv
zY1sNeqIGJ#V1134DC4Yw$p~PGy1a$0Yq81}iwl#G=AKH<UmDIZ3k(jX06(LPcbCh5
z{t1&s$ofMyVx;MvPhvVv$*p@vXyL=nk)0j{0`E3qD6{Zhfym~ANgDI{@Miw1H5MN#
zp5yt`5fepV>O>oSX*o~=bSm}g(ySL?^jI_7`ZxtH`>Eb$m_ltpIqno%PF(o_5co!Z
zO6#XCfcdm_>OT>MNj6Zf=G>y?RG3AsG`X%Sq0azpO95fr8$tmq67J1c@6dMtyo2M6
z#smv3z;O%sMe&hf^}Q9roPL}42z{?<-*-P7wxbRt+Ma;vO#{>GR1r_oz|~w%3!l(Y
z9fp|Z0;skW(p_@!qUQ0B^tSGz+Ft;afc9|xGo(5suU@?xxaTNe3CF9^y}(1+A<e<1
zTjsBCnV2XKXoAMNUIFvRW|!qL9f&8Bz_S(a;%k4;#H1bu&-37<(FLSZL;xHS<2!&i
z@T_||3s!EhsiZwl9cY9y2#xsdogTP>(ACAo#kphXpM2G|$^m(Elq7ierk3--NUnU?
zCh9&sJiIV!AWAJSJbOvqw!@kWG8I^<GQoMZF5&fCoKA;uZl%GO$3O*&3&1^ktgu;v
zYMt5#$h^E@k4eFE&5SgeCkY#-&AOO917b|V$jAtpLdYm<__Y*@N`I}V$p3T;iyIOr
zqx||1OLDp{Rv;^13OO_dCc2o_u}9uCSe)vcEar6Kg2b)6+l$i|NWMqqOOPW71Lt19
zumU`yJA`#&IGb(K@`HWGO@x=zvEeqY#M(*;($wg~_&V(lBYH#r&Fk7QEWWzk$6FTQ
zC!~WpG`ewn0H!VCX;R;ZuqWNPY37yto7=mLX)c&LgAwQA<Mw!;sB%Ajb89hRrMm3o
zhYuMbAg7cJAml(Juz39~OA*waXrbz50U34)c=NDZC$PM7L^eo5LISeET(}R`^Q4PP
zh3_`5uyN!sbY~-D>VDYQ9XS##LLkXi-`H5PFxjJKW!k7e)muIZwHBfCLX$-cQR|CQ
z&5&1Iq#xNPx^P<Ex<S!m;p3fB;6ZA7sU#%=BQ4RzJHaCRD8xt=L$Qo1BO?PTevHLE
zkicJSHv<4=0byJkpi9qG1*e~YW&cTm{@96Bo~Cg~+N32Ukd^nDwxR`0`K)>u!SKyq
z*r|g-YGyKwj4j|s!jcja5@d1wk0Hj%z~ZNY!LvZPy~2%II8c{9ZHkvKGn3tQ0t9Pr
z<IOXIp{_&^3RiMS$2<nR9RkK2?99IxxchSuYeRR^3Z|E@;nqn5=I;oQUh<5LNEZe|
zf{BrPaVE-Xc6PQLHiSRWX&f?8bqyTvc*TO{oj}<4S>-mc<Z@egQoc`Yl#go4sjshR
z3Rb@%Qw!|nV*rWekSj%nTQ{nd*FKRAqfG(6;AW|smK@YFWPJI%-SsODGXh0#8Or7e
zOmZL=UXF2aoJRto+Iifv9O$%V<~C$5A)`bj9M}iQ@C+kk2$zmjPa1j@0oc-kuqT+w
zYV1rKO_m`t<&<+Z&b`p=;)wvb2iYeUBB0b5#?#aTZeAXS>knxi3xZg){Kfu^$m&>Q
zb)CjUm2y~FA`xKJmG4{&kfs-G#V~UfSk=3j(a8WW8USI8l(<6Gl?j$xu6423T5a0W
z6=HD!K(`|h+GPNH2O>T6EIHZChDZyfnP|+f{JdpH00a|`A()QZRGrdZU{~a^pp`+V
z(_Q2tQ{b{1(B9t8EE<@xDx~TlnlhrP-ZnAT>NKSu@Ys63dkHfhm<o)+FRb^moIl6N
zI0Rn$h4rpoyUJnjJ;0g>(L#U=XZ90avwJb!@_scxxioaCDfe<7IL`9B(sUt^t}y}Y
zdG5T(Vs9_x!UlmljSUS)x|SNV0%&cT4;?#x{4ClC6x3o{s_itI%qs1HO|zB(Dm)Np
z00O}o;Hx7sH7O?owKhm`S%z9(4BY0h!1cF|9B6eZfB;z23#C5w3sB}FaxBO)L>LD+
zIZc=hE+ui9cjopE#`v8FPje55o<j$@v?Zp%37I{gn^noRvq*zj?IT!1HF7FA!&zwZ
z^$t!Z<iMbU?vG4_0MNRD_S5}5E&7#tb+yLzp>vxEs*Ef$yq~OT2m}Tlz_ZzQ5Td)2
zvN}B>^UpGjLZ|=^LuYAbDC}j<43^J{b-nIGkyk7e5)-|#Oo36h#Qq0}qcMZv#E=uk
zYSK=nzZ1lGxz#BN1l^FFoE+r$x?v8yko$*N(BAE~rTICA?r{j{$bUy)j6Kg~JKml>
zSwbBHKg-?z#R=F^tcXpbhdG!C*`o<FFd1%a(@1)`EG$E|Azb218#WYhCG3K_It}t`
z?GU3T0XVS=+K$tJ!}LPtN#XM4#_SFxW~FH?B(}0{AuzNZ<k(46PcYoF3E?0qDy|qa
zeJQEHU;6*-F>yE=upTfg`;h<#<aI81Gx2)e9|M>s0hCHYh)g%m8ecp9Ly)_2x}gGQ
z)FB+Ci^>?W+%hxX;TSP;i;b)X%-MZmK^p?bu{RB*uMJ6eTAadgPc?nhnk-G?<ZiOY
zXBSyEv>@M+rT%(M>YURa;>G_Ftq9)f|J9Ak49lj9_Q@B)_BsgU4#+R|frtJen6<jp
zR6qxKoy(%Th`C~9cvyS1Ikg7hHR5h8^OLhFKeykpjW`Xhx!$+gST85K3(vQoz&JW<
zHjivQrb=+v%0?e*J`SM9$%!}zVvB-?25pR#kLS|TQl%m<@g8EmdTEnbVJW+Nxan2p
z>svc|fD7^=W~JbCnMW`^%j$A*YzK*g1#k+|5=HlpUDUoqYvYbw83HoX%vPcX$1RgR
zVL;c&(9j+56nj2o4JB@yHiss;LcLfA%bA0Z?(lN3LaF_y&D%<V!^=1#OVa$bKJcE?
zZSkiz%RU6vqwd`4Dz%X%NGYWO30Z*yET2kCOH<CZn-ug@gEAZ>h(6W9oLc!t+fgn>
zAhdcXj+LV)C;_5%Zy<}jFIed1u`s4`hxwOS+CZ+w51iFior=%jn7B(N(rKzZE<WB9
zin?6zy+Dg_cEZld9*p)vNe>wr(j&?*Z|DJMkzSq;00Q<<W|fW>R9uj-FDV7~@0EZ&
z>6Xn~^-Rldv>L@01LoO_sv;*S2$u3e`eX;?Y(_@yDCap3Bosjz)0o`_xeo=PR#h6P
z42}rdKv5Q))U$HZj(Nz#EyyAZ4+@3alu3I?qQSkg<k*Z+fsfL$8fi=_M+fB>DePF1
z{A!$vj104LB&IlW2BR_GK?jOBfbyi_k2Jsrsm-Vp=gKYfNX(&%9h|w}y}7f;+{p!M
zXHpVHNbdolVHYgH%n6y#eeyzF*REZ|Ob{V`S!HDh%@NYz05qYR>#0{+dS6Ab^gvaF
z4wT4l?<T(M#+&@)<!LEL6lgsks!vSxTa=BzIHC0_UWA-2$)i)lGy3^ziO=r$1=2G6
z`=~*e=4Kj(+OI3rT&^<K-k~Q?)#-r<VkT8w`$|d`(S`7`q8}*ajdt}5cpzePW_Wc#
zQL!}pnWc93;I9e_s%bSD@OI{T)RH~-Ir_G`gDFq?_*vPRAHY+R8wL-NG-iZMssFO1
z4Cn0sm7Dl;k=y@_i106kfd4Z`|H(PhJ*jICFr*v!CvWhRpdawqM(_08q9a~0fv6jT
z^h?sh!UEkL%5c2M*{|L32E;>o%Ekm$hn`+uJy4eLglx{_;|Y>rvo-V&(Mx}1ZFR!6
zRF*SuKeFjqg&;D2z|kDUx=Y|#i4QeJ-BUR)t<_;AF2}jixa4GCNTwv6omYbdcj1~7
z9`1Tuq1%HL0tB^WYYp&CJ;1d=(WUmWOlp_QaxqG&(1)_AWwMz;J%*U)LD=+lcRzOV
zX%SR2zk@n@R5!qvw$TCNO$q68Y7OCR6+!G?5Lb|@Vr1+trqJ?+Dr@nhJ9Mqta)5qz
z((r#D=`j3kr{cH7Po-};I96Uu%<?epM1~v1Htz0U2DVJ_?5QAmu%=6Z@;fB_R8bJu
zoTm4a9>?TGre`D@O4|a@3myaQQa2QyC%0zF2QUE*-iWa+#jh&j6rTvhwmWhvBn<a{
ztFCid8YqbPCyVyQKp_p~B_*0{WMsmQbKX$%Ex{CP^rE673Mof~`cYm1PiO3u3!0X&
zBp2fNue9B3I8+hp)`voc6)3QHnswyxs1#I-EK8uK7N=Dm)jGvUt89ZX2GJR0UGR|C
zrbzQ<=;K{gegRMiXuOP_G*wg%LRj=j)_5g_gbL)alc2yWhN5gtety11<b8YxL;iTX
z0H&hEK&+N!R+C}egglN8Fky&642IK*_jluE_=`}6{1=icjEqn}Yu7D+dI0i<uxxik
zSFS=Gsu*iTP@Lz2_=Ze>Z-2kpUC>G6tMw^ZCZc90nZ}nc&LfQ|r;-U|E`BT%$g2nX
zX?%^`Z?N3ZAnPUodf7y{Quj<ng?>8tQfy~|jiNJ~vg*FPSNkQeF3*Uk%uOilm0Y}S
zhGDLa1ukxudZ%@PHio&f%IYAO^Qb>%bAsj53b?OZB}TF5K7(B`Oi%r2102@v6&twB
zhQlB5J6ykXFUaH)EnM}U9F@?SWRi<7!ya#wku>s%Jc_^mhB=>v4T*AS_|5;su74pJ
z|BuYkA<jC)fMHUVZ<ihvJQkc?%Sag3`L#B5u;a<m?QH{3Mb59&9Z|R!<>Cq}oOBD}
zP9_<cN@<+TixV1B=jcx{ZJiqqAL53)@SZ}jV{&+D{;0>0&Yj1du9}M0-eH0)%)WFq
z2c8_ER)i(?7jSrKE`VsJS!#dZfLQ<?6TIaR4KV2PInH@@X@o-XYWps)J&T5zMVW~2
z-17}#urI%lI3-u8we7wmxNTh7_T8JC@TJ5%5}I#Q(m~0*!svg1)5aG6y3GJ5_WuAT
zyajGYUT9K+C<+685afZVzT#DhVv@ny(A$a%EIEO&f;^>Q%^}bf!o{EEhg+&iYj5bq
zO_i3YoXUv&Yc`0!n{w7lsLj10pbB8RNGz`!R7YBr9lBElm4N!}%4~}sZBW2ZCTOi5
z*RPJGh2lNewfeZYl$5Ruv81@2e%e07#HqLJF0#=X$)LxB`T!+L>rqZgMrHwe4-~D#
zcM4A;Iq~mgkg1j%pdctQBJc@BEOJgw8qmQR_N0L(8MU24AVeS|o5UOsP)DfAMVKJa
z1evt!6Q==aX*oJv7Xl&aZpNVsDDoX<j805UB&Lof)?O5xC_^8teNrKqr4lxhQXm4{
zNc#dZ4!jn##19r`au|yTVfRI-kUSKY(&XFT^9F0!r~p(*oSek^Q-CUQoNk$i;Y!H8
zq$Ey`+y%8yL-VUAFq5e_`rax-eHgz2#*GTRK$1TeGuAaNt4+}=KrI7`Mtv$kxpfd(
z=*_$N85kL{HNp_6#6VLlirImHo+^tpC(Sfd+%0y0l?r-8j*mJNl&_3J;>>mR^)D!R
z4!`mC7$mSzqQNc-<d-pg6Lo+{+aqEA>o)rEXLTf7X>|kRL+S_wc)62{w<t6z$;d#W
z<bhh<ED+wHqz%>GK^z)XP}*}90<sHvoDydj5JO9WtONN*g^L&W0p;cnpMuVradJ_5
z;><oA1IB|JRJvyZbR$MAN!>44OtCh*2twLGW;suYuco)Rlb*Pd!+2nWgDTVipNx$-
zh5x?>bo&in(oHT_U(XppQ-s5MtKw|x6(hNs@eBKJjago#j|E!b=v(;$QIlO8onmeN
zKsxBuKW+)(I1DIi?`B7909wygz9sdKWgc2}yoU_Kg$dD=c)=36h<*E{_xO6&2KdBp
z&a@_(oSW$x1($K=q0<)>RHIq8o49#Qkj(Qhn$K{V{)<tetilR!S-Aep$yG8jPAwvJ
z4u}oDMZSHWJEo$w=DWQ!_7L7*AdaVO@BN7s_m6y)@2n1zks%`V&J^wGzWOscfnkLB
zTnw^_L%(uc%zTJD%3gkE*VholY!YvcoC$Yp*fvm@5NFC?4_FeUSq>VzcI6*5rXpNP
z(C&65THL?icK6?S^8Y5aF$Gi)R_=#41ED;AH@GSK4T+L6u~xnJGfD-)do#)ekkh7X
zys{zoES*0!mab4tS~=YWa$6pIaJ58LQ9FlB044wR4^jsZyusp)sqRmMO4mscbzldZ
zan0$1Pq#QF6clPo>NhTFP(3-h3T0kZn&%P{E2!PV_7_t*9}scUqEt8rn_ED&1K)a4
z9jY}o@87@AmJ47)Z--q*An8EeaxP?U)Ey)aws1*z_T3EDD~Xya@Z=|;?(`jcV^k6N
zKz>&WdT4qwGANkpv^z~#5^L;`v~`0h&P#l^08@We1S-?teL6^d60s4*`~t?y^+{D{
z+NR^<!&btM6>qVxNpZB0GH&+2e1{E6b$E{js9(|mttsblUqV6%L}_7(*~H$qnJ1jZ
zSScVQ!&XKJNPL=5nRQ>trl=_L*w^F9n(U74eT<Cb5OR*PvU;HeJ|C1%=4q<L5nPdt
z1C!oaV5I-F!rkKHfNst&4=g61C+=2NrA-S5p)r0v5X^_MQwJL_1%@FrJ|updsA9JR
zA+rudUJopeAP#}@mAAY5+qZ9l1h$|7!Me{fcBVj_>w&f@RfDn%U(&)YRix!s)sfp1
z<Poz?TGFVT-2CgLtew5nrKmK|5cYmxYNrr;!?1s!Qo)iUYCf>QZDCnoS431AK-P~%
z9#C0AmMW6J+%ZuCWl@+L#1!uCz)UkQgTT5NO4NB(J=ny9U5F<6uZe@Wa#-<RP*I^~
z#EIIueCHFjqnBeP_jS2mfHe2grAsEhs-Yo}FP{U=K6W`0OGHrF_6{@4Ifiq~+~%Ca
z2j(*}cGa>)FSs~OuY!smZD0QxDYQ1*WC-fM1jf1>iohOBGQ85la!w!}^adW~BzE5*
z|4XdAWA^}5<iU)P1#n*<sY#Q9wSUpc9(C!DX*>BYicI|ri#&9YquT*(uU+W2sRn9c
z%p)lLk-OZEs!zkFWTV~p!osMbpa@Xo3viR#r0FOrQ3U;iSSq!6vy0CpO%UuN^WNKe
zC0&#DA;@Xv)++CH|D2l`*}k7ZXf#wPt9@x%$JK>`^~wwHVrikNU=l>Sd^S+hr37jB
z3Sdbegs#}a;=W+_;JHOlNiisXwE=MYLidLN!XR2fE0m<^dDZ_NsNiRpU>n@-I(ec_
zuLwP##t-kZ?H)YbLU2oLiuUh=dS7$9bz%eL_1!3@M0^8H2GO~>LTJlGwP1GTKSMv>
z^-w?aZw#el+lU`vRb%l>%Fol89c+(zzMgxjmb>ci=U9XJn@*lR5L7(iWSnZD^=Cim
zp2V=_RW1l9A0d?C*sV;K@+q1ku6n?4p$&yZi-<OC4+hPF4mJ!YLf^F8x%i{(9zW#?
zn%ljpyaHa^2(rM;vq_N)F3<~w5LCYc``f@s+nFRc9N#PQd0mjoC{e91qh1IoC_WJo
zulr%g6;w?#j1owGwCn==ZWYuVL-K)TDeS0uF$-mCE~DDVa;i`!g_l_7HH)$fz~+F8
z7ToK8>>>g!NsNUCST)G@rOeFqnWg?lytcVkl_m`s9u`JMY`s(CBL0@3=0$#oEougv
zN};e31GBC&cmu=`rU9=>7o@2qhzCKndBCDk#Q-G|F@UeJPdS@|h2?X0oBnOmZWSnh
z<Sam=5H+X?%KPI;c>7Ai`{ayMs5L#$|M8bf1yW0S;pG^hw6OIIS}+Iu<48{ZN<z)>
z$JeOjLnAPVv}Z<f5L8#p)7D@Mw(0&BJ-~Cqda0p+IZ@?>HrTdYBQy+dPz-Loj~Wii
z>go0M$B`!UN<!_hfQra5nE=4O7aK@O`+38e18GFf@lL9fM?t<24LKb)?I97#Yi&w;
ze3gWTH@7;#)nhX<vHu2pNI^mix*RQHi)!xr+A?+onfMBl);R4f%ox&Cs0ZbT(m8do
zGw4@6LGgq3bBokNFBbM59u{*9V#5`?C^jiV`MK?PQ-P<1wnA(h;!zWU8f`O3`1xcM
zNCRt0hJk5-sFe%kLxA{Mx<Q?Z1>pz6jy5Zc)vlVx3mXs0e$84w2qg^IJ2Kdr=ZFe3
zq;w@v@q&eL9bW-`OWdjO^0!v)2s}b6k^vEGGE532giNYuP*HXV3&BzysLz=z=3%yc
zIPmNQsM@!I|Fg#m<GTl3lUW6;>;X(hX<#EPATs7tu^?VVXo-h)2lw94j8PMmCVt?y
zfyZv4vEJAq8SvEL#fig{lq~+*j=U+k7_outOFI%)0o9=v7S6gs1Lp-LO+0BJEKzhg
zE{6B3?}bX|0VpK;LOvVUBDk-MWE`fF33qltte+;fv4OM(TT?@Y{<g79YBdm$u(^8&
zM>YclKJe?LM^U>4BgF#&;CXc{>pvTn;cPhDtI;%Bb*N1uH;!)qg~voSe1qI&8iJVG
z#l<yGWrZxk!=}{<@n%!z%=;;NB@4!j4;o`2QN@jcI!f&9RC%Fa4E7zGSW#Y11`NpK
zOYm7rm%4Z7g2{TGR+SqrpWvWlHiVgjZ8q!=`T7mZ`b~uQ{Yk&!&zA17rsR0PEwaYZ
zw!zUyO`={Ew?!!_(&ERJ<uOw?OoHbC%1IM=E3W5C1K#O*=3U+=aigj|xh%g?>UaBm
zD#U>eC4ks=a8SU&XJR?HKk>I6-0j~7M(u-o4b*31Pc+H^EgOFWZZv5yV~5f5u`Ge*
z)ZMTJ2D=JeQFX=z%(S7QVRN`OX-0MLU#>(YQt$%wZPQ>A5s3JhTxMeEB~49DF`yEg
zUSXS|P{<EDAxx4THa6l9!yXgU)6+fJK8C$ENF9_w)8JkNQxi@Drz`;9n7^gkxcq$Q
zQ^EHT(y6hb6ft8eQ1^1y%Ea|{OT3rEQn7?hCzdqe=;6g+Y!b9FEmzc#OvcxltAUl!
zqz$jarwV_))T+l7%Py#?QK#fioxP-}C<%?!f!0u6sb@Y0k*qa3b4_3HHT5-u8wBd2
zPhtA{Io_0f*5{?#qAVuAccloJ1^9-Yo)*yTQwlslmx%^+W!E<~nWN)=m^7)sv~DN9
zi;%8ooNsl4l#Bc`TWAjUgNO)_5C9}msfXG?C`yFIFoTH%wl0MY{oOon6G7xzbUKkD
zy_-2d7Is(vYC;_t9-Ldi0VsJB@}<n3=U`)*(6(mS+<{hA5$FVddGIW0a+)2|VG=>r
zL&Xw){RbfsU2_?}e@LWTW&u5PGPCZ6iF0fGjlg%kxQo7pSfDo0Uyva*Uw|PJ2`wmr
zK|Y{>$9zDhLDlq|_vbcT3mB&4F|q-?3#_fK$$~8DV@@Ea_C*aLDn0=+HN^Pfpq?L`
zg_=NJ>28_4_1ySjoaA#f!u*hq@y72aG&h1*Qvv0HH=VF*Aug-`Ezc=SKAAlMp0#_0
z6$n>0!-!CBii&bT$&2W)9#+ODr1;p}+7WYOvE5Lqc`koZ<z=p5>j4h$oTXOxPe0*P
zwxmFi0?i`|Iww(44#lAwlkR1JR`!7hwh`V3v8hhl?4J+YA1oR?be20dTdOGgz)hW~
zqZL-iaNwsQ=4v|6HZ;RSK|uwapE3GdgStyw2=BMvr<nIRa9^h<sODzOx|FwTenzO4
zBJF^D#J;{a%epy$^$3P{VdsN3ubIZ0KuEXW^72;Ak8P|=)~!4?6OD7XE3U<9knhTn
zjb_ODzU~QJFXr_ikHqaU+`2rk`wWh=z%U0-j|W$v*GzPU3L7}x^mBhfz?)rShm2oB
zVXcIg<b5-@!c!oUv;!%2H?~rN1hiU+P36k(%jk{^3DDit+-@HX1GYyb3><s^yHQ|I
z14uY5hVH_jS87apnO?0rrsv6!oPuE(tQQ_LAZRn1EpYA7ljxOpxmw4^(diPLI43YG
zkHG1z-=tq*Kq0psG=lMc;qvEoTOcvP!%)EU#3I259wEPc2|B#5<Er7yKM6MyXj)L%
z|KR(pKS1YS$O38R3<Kdk<WTWclu~T25g6Xs8^_Zf&Ie(J18NUmX?EhR2x>m?s9npQ
z^Ta~~KptNL72oebb!|RHy1;OUs<3)9^u*ASkpbgpm?k6>fQ4bu7Rg=Q$U@1Dt;@K9
zM66UG4Y2U?6NoY}c0Oq=V!=!8K6z#N6u>SCa712vmY|$j3Vo>;DK@+|X5@Hc$0Tr-
z=?f3nC+XM8AY`5&jwXFRO~dQ<4xpe>D~^-mwL1s!ug~${u)$H?ML5plJJA1_PM%)x
z5nVeBi0i_aw}-84c_NrJ7tgJYYQjkYm~isQXU~c!3*qa(NbdYbarl$UC~kfY4NX$7
zUf)u9>13A9%2sYAa8Tik?Kv1ebOSOWS>m^;XxDgV#bkFq&R%(WPANd8c$JYniIQen
zLglF}^f7W0qoJ<HRJTZK^bM1CZinkLoTg#ID*Z}|rHdB_Bo;r3gm7#jT)9c2d5&zq
zu_NYDrqawvy76ddlIiaI4L`nOqq-I>aoX%E-m#hCGcI}TKP#+4&Y@0;;#?HLBd3eV
z0!4+XSp1cc2w=h#w+K}J<api<>e(?e7K7Z2TU`Kl?8t+e_QwO@jy2N2kL6ey;buWO
zJ|>gVpfJY%cI=ex;r*AKhWaGTeUfhNv|q>!4OGu0!7`C7L4hHteQi&2jNkziu5cO#
z(gdu@*^Jmw<?fyh2a4c13Yb_gfUqwAiR^9f-(373=z#jtA*i@|PSs5S;}#V1#qbxg
zRTT7Y$|&nak^La3Xu|>05+#{rWD1Z7Ar%1qe(4rbUz96GcB(*y2G8o5gz`iM--JgY
z`S-s`oJayE&Nq-3KfYRP85p^l@Z7o_KpzUdS9)1QJwT)NJx9UHlpQ<(YT~@$-iYgU
zpiK+D_HtwT4tprHpm=>mXdF{}keFBMC(&l6uL+;kUTQw{Y<>fCc_0f?EahaJ=IWQZ
z=p&2f{BR7u?Fpzl=Rm!W?gEaB!L5dS@V68q3m~9TnpOZ)Wsq|%$^<~~f3;^CWM8G&
z_wA8zhdtq_sBPd3!?UC8HT#I$_TiRRy&SjM7HpIN;AEaQdLnA^96Z1&lA_Mty@Zb4
z7|;jLNXL{6bkg7%9LywXr(0tgOaZ18P`Th$nS%sTDoTW2-mUoydckKz>G#^n6|Y9p
zZck@d0gtqWLj60?B8Z)P@ckiF<`X9mdm%u#&dw-8$7}*8DPWNVvl<<w4!+&TECI*P
zbl<ypzWn;<N)Q|5Qh1aB7aZh3JRbsj3Vh(Sm|~>A>MzQhw)f+S5g=kG_7;5J1#}=`
z9&Aq4*~&`tc$wBJv}qC&-q1M%$5v%jVJ{Xkft1jX62wXxx8Zb}!+8?2b2IsmIi0W0
zMZ@L(?|QF)ywMMuPj`IKK{on;bpp^@0AHBb_0L+I)|?s946mWWZzB@SDi5bt4{)tK
z4FMJ&dA6aw+9kzr{zeKhCI^0jX!~yybi|uN`)m*!(D6h*|4iHRT;-V;#5bNda8Hu*
zqyNUKad?M+Z+3d|=qh}DSg-$=zPwRpBW|eZ{<SYx`K)l(z5CC7xnABzX~SRgD__p;
zc;{_vICyeN@v(rTW$f>)j*aO3=NbGdJhAV&(VxpXoy~@OW{3)xp?S3XW>sKBzLax*
zCFUetd9g3;pNTmY02Tr;+yZ5fKZ+aR*T0ux-Ukxh4TINLYhmIj&aK3e;)^giIiHu&
zJ6+5Mz7JozcO_XneY;%(yQc=YHDvnt&wDASYhNGTrw6feBk&UZCEt227kR!-wWt{U
zwWc6_Y*shqD+JrjKuSf$$d8q=d*5!=tVyX$PIb)6<Ws*aK9*(}r?D3xE!>f}tZ1J2
zy<f-`zsGI>f>_Y!g3sN|e=PX0lbk>q<L?EZugX1Xk;Lqe!Rz;O&p%7CFx@uXg=5zB
zfHc5RDf|25!PSr^sI7@-nEd!h1i~Fp%(ULVGyaHtH5<Xi8ZFQN2zip-DbHm&&x)uD
zt0N(b?VJEneod9Xr-z{4ZFVoru~^Vi&hdS$$4g7tA>OR-+_@)k*B=nc1|;$SmxzSW
z{P2sOgvTs9K>qu$D}XrPChRcaHupbP05d8Nnc>@pYQ(qyB1E3cY%h>*3y(tx>y`;b
z<A$DC_za|GGZKgs-N?WHzu|2D9pMtXVtgh7Z$#+*S=3JtuNo^gl>YpLr{<Nc!v4%^
zIp=VA(&(e2t7`<c%_Pe;5%1@G=Bp5>Z;<1Sa_XI<4FYv~1e41@kh`&6_-pb2s0THZ
zcgt^}{>lZZeZ6VH^2dUnZGL$NDQMGVN8e|N5BJmq>(fNeA)Aphf2XkVhq7-}7z62(
zr5D_UssBL6x2}16-N_hQhS4*qb<(eWNaZ`xnvb6ngHJK2t=V~g+T_Tb^li(A@Cm4N
zIi7wqRj6p`wATw9+(iwmk@nO4olg31)b<?Oq5IRh^~wDo_r#e%hzLmKGA1$waE<bg
zi9MUrqWrg{onc;wyKW<9Tw=!Qr1C2aK<zMTW(Z>2)fCHaU<V@58lbI6wov)g+Fc0i
zUYvG<;l9jJ|2{me2=N8dxXcxBXk<w?9_0YXjrt5kxr#W<jUK#1bK{H?^!6Q$-$?g%
zWP18P$;lBsFFaen0K6$3G~FAiM>5G^`w*T$L_8c0s$(dqDZzS6_CTZ~w=#)9f1cC^
zjW(850xZ}Y#}C9R97Y4}NI>kD5*4Y54<9mMmpt^2)(3Hr@>fG~aN~uySB8}eJh3wu
zYkK-4D77IY1I|S*DEM<33p>0d;nWNw(ld{~Mof>~G8q#b(@-KxJUtRnBP|@;G13mn
ze{A_QlT0Z4^5d_CH7b?FNfK-GZxB||beb$i3Kx$zu}}d90?^q$i;<+P5@`Q~qax_o
zvB|TC7iv<K4p~lLqs<+v1UK&l6-B6CrLe09-JSc|$~(HpfYt2mHib;Bumm8a9v)pa
zoR9(#vLVHV#|Cl@Ja$YwHp0dednTZINe)b#l7vJeoUy838F~OxiZ>(yD<IOa3>%<>
zLf6;DZ_Co#S#MS|YxCTZwj_TEm;7GC#FbMvqm(E=N=wYn=FhPnY0P%|XSh<LoIrR+
zEBMerLSlxK-6MMEEYrc?8J|qMWitA0Y^ymG29J^dH%v<0t)failI*Vl=2O|t1jGBu
z#fuiTE~kK`gOWd%gbZ?k#UqqCsA-gO1EI-W{e{-XyPiaSfS6f>giPAfzKRDS2TOPY
zj|VGBV~(n%MNQ_Qytze=bm<>3jKG)q=uh5pf3Yz7SE}B-`wi^spdvXl2CsWx&_k|9
zZ6oE}1@VGaQGzUQ@64B59rNd!UUx0LKD0SSKRe(ZD@WNl<>6Pv(v%zTQ{aQBt~p8;
zoPSj^-qG55U1e8BMf4*Znf<-w`Z@c{9*A$7fg<tR6A)Vd6v?#VCD2jDm0f98Q}?I9
z2~J!M`YuiPr%aJ5{a;dfiFVyMs2WbsGM1$S)E!7bD4Qz=GDZ&TmVZ;yvhrZ#n&!~I
ztE7pk(Hoq2tsF))Y7=L`uMd;_UL3rdC`bHFrpSg+gC}7a&Wp&nRlyB_;EQVDPPz0Q
zgy$JVVn8hD!TS1Uv@V`E_jNTbe)3}@xQz~QVj@ts_s;G?5P7W1%0?gEoOgy%WL$>(
zvjkYzu=73CO$VFu_z#<ICZyjcf`K%NrtTGfqXJq`lS)W{P8fMB%g!GOZb78LTsEV=
zGbHlPq1WnQA%%^SxU4GhkM&a0FA7gl5J-rF1nNW0{S2nmdP}rolPch&E#L1E|D_2&
zb7ka^?j|=jq?rF$5$J!T*qUe(;`OT#8X@~(ye{?WHrc27rz3}6QZ_o>6uBr2B~Yj~
zAjzS^9N5Lsm1Qm!iZHJEc*dW3W8#cL$o-Qepf|)bsGj)?^UJLM-7h>QfhspP?)CLM
zJA*|&UAxU%p4j~jy~Z~!)vN~)yBLmisr!B!({poo|H70WMKVFrf|x)PWdx$#J#J4>
znv=fkJrxemjqPJt#d>L0@K2eE#uhH&>0Q2%?*LlZXkTJTSWJNXGsrIVPn9}39{el-
z#$RwFMFQC}P72&9>Fx%v&#>jqtxbP`Ya!H|g)e@&J#Vw1`7$hn_$Li0T61ZO0vU@%
z%aCLyOV4FVHdQYEIghk+!9?<k8k#!G_VyJ!YfJVuXY0*;7}RQ=b4Yua67M@5TjeqJ
z(V1I=n2x5q`)^^8g)Jo|ZkjUKWYpB0r`ATzk?_by<zzja5ZnHG<Bsfqq7$Mdwv+w?
zAfM*B`~@Iy?fmgAJT)nu`DcD*6A4rzZvQ$ra{LFLi<fka_#bkkq_JJWU-MjUyME6T
z9l#BQD$atawDq;#L8CwLLEiP>gEH*!7;*N*Fz@_+eSO<!!^!RbCX0!<W@_7_3=Mwz
z!e0L9dOrN(u%W#vX(f^ZZjI=G{^+_}JAZK?-q0U5befokvuQf3I_3R}0bmT@%`(4z
z{I;*5Ci(hR%yoWwP9#gpTz()g`^M{XE^YBDb8%m_UQWQf<Kq;mhQ%M6S>A4}XW`aw
zRTy@B<#x9Y6qi3<RBW(Vs~1oZ$(2X`4_=032%%ts4dccRtO|}%y|Oh96W8OZ=kU7S
zdPKor?ZMCm;s{kAYiyuSLNnEdqVBIwWXBKuS#G@{>vLPb_#$3}kx^4Eo9*zQRt)os
z+y3U3{@Ga8*7qFbaQ@J+6DiRxBAI6sh$%sUNTTXKD^rsX4aAy_`QpRfS7fJLS>emw
z*lrBEMFR0ukj~`ET_30m$dMQmj<Q42B<)1=97&72nOR#l<oJ9`{IK6!;#Olxy1~vt
zK|)%{M#g2uUgZ}!*Tw}MiqLbhr!4EjZ$iR?XScmax(=T>L|Yg{>YyeG2&J~^F3)wG
z%pjPI{OLyj4S4<&SN9v0{EuYJf8yBuzgnb!XGEXL?Jwk+L~)N?0#TG%-4UllNLTzl
zBG!Jbk5OC8aMD?)|C?F>%y62-S7sk@F8D>U;uoF+;0+C-`C28ZbEb2!2UIl%F>_JG
z6sB)|h+y<?ef`jzCwp>3Kc3}I$Sy2x(iOEm26^v4$@>YJs$Z;OejcWO%e8+meEL^*
zQ~7SheuL|}oB4<bOw<3!mz061xNDJq?MnPGzw2=LQTk36C}I^}P6C!R#?gPY&9<)o
z8!<r*uj!u0t2UtJg!a{FB}Nl0bf+O3f3kkg(<Q>jr{h&do~SnUm&6XP6MHQO^qQ;`
z%#90k#0#$XEI3m3G5-DImQUYYvpaT}=k<P`eG|u$^zCKNRi>YN@{WV`C3C2Zjdepq
zVy@{UZ9V<R<SKJ^*{W3R!|}!m3D0hM87F!&9uM!LFJ7S;(l)rV`$TS}U#ZY1^?U=7
zSUBzH#DHaf7bku*yzCeq(g<Ql6zo!!17`dt&Z|tV_3_MQs%&!!ttaufgirgKR0t0P
z_!lk)T%8K-AeYuo5);i2C4K(G!EE4c?n_itGcw84Ts^)0c^pf5kvC1{!FDM*_E0O~
z_bH*F_1~uV<`F#-!L7@SX$Rrb-i&XYd3uA6CcOEv?m0v8$vB6=WD=Go6evB3To7Sr
zmosh4RICi;IY3VS6i$0LUSC^1zf5`iQGNZTh7>KWO`A3i*FN!r9(WyvBGOoZqKuEL
zmkENSLe$}pGc-X$^azRtkcG*BKCT{Q`n1b<D6a#Y8^`0i<}}uvDh_(c;hLB`a5|{Y
z)!xsyDQr^&MGdc6`(S#m)zAe<iH@B*r3UTTL02h5PZ;>Z(NEE!!8sEEGOy%MpROk<
zr~ZJ)pB=cm@eBmF;}0*)>%Oc78k|Wc<61)i6Uf-kl={&t!9g&z%L|K(L%?9yK~p!o
z2ifPZy|n8-)U^9{zIhMwHE1+oDK08H6W~iP$|19T&mP-WJ|Q7>=yx3Bq)Uj4I|B+X
z-#$2IO-byx$1e=CKPMjq>^BspHB_P29Ae5FR%z7oy*Kv=M{rQkQ-A;ON?EzN)7pDT
z)j0U(&dS39Y~|(Us##_cBFm#Ecubn#r-J|fp>}=V@Ywy}V5O(F6@3>jT)^`-N=HBw
zc3>a>=MjHWy)Rg<O?ex1dJlPw8wcS?Rz;BhhiCE`)k?tBg39Ga;;ZW)e->F^v9un1
z|B=FPWMCln!-p%e6rb-=IHB-tK=+`iOD-J5`Uno})q*=&%_x8S?Y9bIVs0k9VbF~d
z2LhI7@c(O#i6M~MJ)z>cW(d_ma_J2lB@l8|o}5o(Q_ub}p#F(0MeHo__YH6Y!Vwub
zV(#(w9Xoi;+WGqi1`<F-yadHz#TWW=e9|PQ1x6Ada5h4hYiAGNd}@oySvfgHsGJsW
z``hO+ehNG*3}>=!yu|b*1Ad#o!oLLom$va@_TQ*5!oR=&2@HMX<@POXq0g^#3?x+t
z{`<-|GNd{I{$t-6Alx=y55&IsieIi>CgO~TPWv^FHvYPA%hL+_GS=%$#+R)+7`805
zY6ub!O|bh0hjMA}EefwAGV2TD_l``su4$+G_EE%NHFR4^c(vXim%wMe>C86y{YNc2
z$%Fk)a2+mvG8IxDvA>R?sE@d;57Q3A@WhT-e2Qgy)64UU-M2{fCl~cdg1%(at_%7%
zSnB#JSX-zx_{yw^kMxPDy%;uLz@WYOFHFY-+0JYtpJfVpa5qNaW?P)m10KFJn^)tX
z$wY|Bc2a-Zx+&i#*wMd;ha-xpg?V@!=K|ah>w6_}GmkXEojkjCXg?t7VBHcv=n#2h
z(v(EHM-nIc!;$Tr`$s-_d{fuAXXT`*@{pF21dPlrW%*74E?Bz<Y2NKTZnA8@$8YXc
zQ3}K9nd0IOJjJ!b1XtwJktY4q-Wuzh_d?pstrn*#ysX&@e%vL#xmT+rL-Q!Sp?(}~
zi!`TD9ys!i(-_A*orkfyNGc9UantAWD*WStm^?XWVQ&z=fv;?Ong8Oyzq;8MOaC9V
zu6PwF(Lej7oys&s-xZO@cKfS`9-o^R^;h~ZH~-n_mB5yd|8!II2qkk$i>U=u<Bpja
z6(V+q**KUT_U)x_gw5UknI!LQIac_yCR44Sune<)uVK{(-fL9kx-vU|a%rf4eE#8)
ziCv^gArw%^kU!iTcVIB#P?m%W?QN!KM#}!$RKF<GlFs}9+jaPSAPjuu-`g91!~WPp
z*?+n*2yQHBXKum#cF|%U)0x>$;T{JCIPO=U8-M&@>miO(Qf&IM<t}XBLRmB?qM=u7
zu{EZy{J^twm%pp^w6H?-$kq@J(x(0(gPV23Dj0sV3V4Jq|Mf@s-|`?o@Bo|gqsZ@@
zqW1v*Di3RpnLk?WhB$^m5ZWX|UMNc=r0}rFUQJ!33SxBdTLWg>3+HZr7u>V4LT+z;
znRa|Q0?&Eu#LK{;DIhOKlwBTC-QHSOkh2(x+u~gCXV)kHL%^0#d;hSb;YJUSU)iWu
z;a&IP9~vRO+$fIa{+I~6@?0>Q+Dud8V9x37pLj%hej={V=c@$%VU>EP_HVmS`@5^m
zJp+zUkJ*-6V{N5ao3?`U(wp~$MJ2wjeMjKAhteW{{@wR#G8HzB-`Eq7UDCJDD+`?)
zEE}aIDgMke{&)Tj1N|WRAQtR;{t$d#^JjWu8pYIaw3$#C0fylg{NWCf6!x%hB@nK&
zzyg0bvTz7zPE0$Jcf(29ed}_DWO;<~zOP-~@5BG!3?2VL|M6GR>Hor4U;zA46HZEc
z2x5iPaPVvn{C%5~230g2aE9jPJD)AmOwsO<G6c5=9Igy0g+nPSV6Xc>7~2j}is=m;
zkO}hk-YFN(uK<5j=EqWB+6==Q#twi}t*>lTpob@M_h&58-Vf2`NL5?+lm$4n>`NlB
z7r;$r(`@@Oq-E!u?-O^wR)jxWa?!*j5mYsU%C=BkNPy$!&&tX!S5Cp<XP3{MaX%j+
z_~gTf51u=LC?dX&-%AiysrrLQfz2UrlVQKvZ=(Fh$Jbl*3=E9n%%1ZjAoqO+e@$l1
zBqTbT5v1D!c>4a4q0)83jk|pqioVvWepExQ(zwA&;I`L5^>DX+@Se@e(I>S&sjXfT
z5-Fd8gJYH81bW1ds`PYp$$*L1O+rAbBNru-_im}ItZe)5;L|ShghAC&rrzK?dD9C_
zvd6+I1x^@KN`+WI0ql3usFtbphK!5{{GEes4apkI6cu(a0DA(Kya1;;>t&}O_jVu*
z6XG^M-0da^KQIk%`uwxojE?U|(B{T#6|AL<4@}Ag!C`M@W?8{Q839CeDSHeK^ITk9
z6i9jn$N3&VF5yQ;L!+)I`u&1y{pKIHiO~|Q3H6(P+{U1==eM6-lD5enqvtD9c;w{l
zYz^95R#w&uBj?MPgWzbmD+);J6JLdG_D=HTGNC7p0^me8O_+^iA|je_MpG#KrKD(R
z%21`H`h4xD3z~Oz4+_~mKOZUd433vL%Eza~#l@vs;F1S$Q`g#%?$_#Sc{r_v^~5h!
z@#MchAw0H!+_sG;kK0^ur}F!qZ-yB@-<KfdQ(FC-6C_;O@=x5oo0jg2mUNpj)r2?j
zakt`Z4h+XGbTUE5uRw$La92S=!_`7YI1S}qr9SJl;Pnq~4Uc}^b#{H-kM>mNyG&@H
zDc65t1ecEQ*%{QFW1TQ+^9ugRf~ob<>-$;>>K-FM+>7S8^uJm=&#0)cZjBoiiPF3z
zQ9(+GXehA+Y0@-CQQFWU(iB03L8N5_krE^e#DYpdDGCn7VW^69kRnl}3C=Ks6e&Sa
zKw!Wbq$%%n^4_oa+x@^=tVNlb|2b#3v-j^Ya}xP}_il5NvtZ`~hsd~m`D?J?O?pec
zAM2=>ccT-U26|>L`eSAV0$U))_-HJB|F-Ebd)qLeKZ?4~E|Tr_C?ee{;fn!j$+^od
zbgr^PzLB0iNVzlcBRJHRPa7II8Al{`9xFPuefxI1=y#7`L~IWLBbbnqGQp>^GGjQd
z^=3b8+lCxT1(}`>_ul?+7s&Ntk}BS$u_kCHJ$I=7I;gAZZ{NCmcNZN#5-a03_8S(`
z>5mJSubf4~m71kjC^VP^8LC~AeHGT|XzbD&2+6<=4iibhA{rX=#Kq3>!8~yU(Pk0-
zN5%dl#<JSJ2MTKzb2PnsGUw-m#v|{1{Pd~oL-*r^v@{=@(!--;p-+L+@&Yx)_~_9N
z^m?cN{r4f{l1<}0JxQ#`>EY+sLHGI#8X(d*5{@x3F*-rK`)*4^4bi8th^O16w<{`U
zqe+Mg$clMMP&w<z_+8=MljlPLJgLNO;>h%LAv$jDaFBMh6Gul!$1%oWkDLeFH64Vu
z-t@<R9DDTW5&9ch$r@fV6PQlPc=6)so8Q@Hu{8T$13Y2}yrWySwY7i=?<`9dY1O?r
zmxsZ{d`u=B#XE8+J)7j_IA-kuPCFeb-p=swaG+NxRe{szKRiC$tw!cPnp<0Kz=}b3
z!~hqTduea|w5^Nx0pySxu20u8+|u+ekm0sP^qH!DIb<;<t#vLB98>LlFZP4$R@T<C
zEt)B2xFU_hcpHV2ZTTy*b~bL%`nD>m^l>_cf@+ReZBqK2THDvI&(RAQHAO<rL>4El
zA6yI>tvoD&O$bkEGw7u&#iv>}wWaDiBKrfS;MTc{kxf~dnc3)!jmrc+aSSk83$P?F
zMMiQ;yzH^wY`<%$2$XoT4Z$d~a(B<fpV2Y8!Ahxb0Aj%f7#foA(QsWzu$FkNRiIve
zL!i{jYNxI!GLcG?6cKxnJOI2cPc-A{gv>vbl$2C7f@A<cc5V-JS#YuVCj`*K{L;|2
zYmd9dNYDp5%l+KY1a1=Rt*op}#jt;pTE0UG3z9x6il^fXSxbM4Nvm7HQ2-;P`~>qo
zJr7+YhZhISY9tgr!SDx0=`XAv_E8233cvYkCal5M8pSpwCJQ)mx><^5Q)A;1=scWB
zV%%b&@&Np&6PnJb{nZsXc5-S-E~C&4U;&21$9RGl4wpl*$1N}#9zYL*>sgB$gih*t
zsAeUSU&jzsdwRAj7Y~4eSqPomcW}0VT-rAoP%_y-Iu-RX4A4{NlZGL(k=ye_mGGKy
zl?Nfg(Sg?}MnOa>YN)s!G&wpdES9)8B`flU7rkFwU<U-lT|6Z|s1zP3bs+H$_~coa
zIqR{;@P=GIW-35Peqp&oU*B0U(G|G-A}TQ1AhZ(GS(!-8nPAyMYx1A<_H}EV+e+#R
zjm*uvFv6FM(v2!AFlf_vDED<0GQ2js>DzBJaUY)VT*Vz*s*ZQvGTvKOh*C)b{w?`c
z9Gh`&eu{Nf_+Z^vkk@jM58*|iqLY31uFQ4${r&eCt2g6wN`QHALmj07p|xwZy{}%r
zY++>;r>3Unz9lM3LcRbrC{Mt>$<si8ye+PgmErL)tXZJwiF#CXTN?)hZD&*|!aH71
zp2xN~fo){Ntu&u)fBBLN9XWOP7aJ%0pExp^%w!!}&hY3(yg<$JtO-N72(_yWY%En}
z<tArFgg+M>y5!s&2lS&><V;7R58PtSI#CO3DggxCoKrNt0Rz4J?2N0z8W$g2h8uzx
z8+P8&#U)jt>GhL~Wv*MI{D4sXH4dmz9|&_kK63*<z+2aSdU)T~pHKejTGo5LuI@l1
z;jU`}7h*?7IVnqk;HDUYYA(|fcMWe{XOdmutUHXB1AmhbzRqLsR?r|Bm6n!9{`oL(
zs38g)7BI{8WG?zS#PPyPKkP1%z}>Xpu+;r(P+aS0R;EDfFa$R08tQKidqjt^h<g>K
zK)v$+5I+0XXxsPS*CG6Xo7@BX1ofyICNKKr^-NXUH3yd$J{sZ-$<Ute5zWBvH>6T?
zbSXk3Z)Yc-!k9{7&gBYw4wbX5aK!;XnWzy7&3(5;Hf#`0X*&%fMZMUo^dFL#B9JOe
z?fvK1g{2a&2<&ue1qB7lQZ2@^o{yA?0_u7O=Aqv+4fJ4Xgjxk1<(4&|+{<oLSMTI~
z`lLkyiOkH*ExLhI>Uf_pQtoSog}1(IPYYD}MpoAQCx>G40l?T!CJz?#=Q^c6cy->)
z%+HuCeiQh^o=GUA&T}+B1Cg((D20)ZEQO|56elKM>k#beGoh>gfeW9)F=Ivm(l}Io
zqY|<@ohY$ITUS6P>#0X~QI=Z;HX%{5lxcy9F@%Fw)eer2K3-+67sNX;jMm;-Y!-O1
zZOY2b^ajBezB}`zxSU=#Nc-bxakcgJedy*AtJ*m1&B;j^9)Oqsi$A>f0?!mC7NQk?
z)tEHT{qW&zTjI|RGwRkB7B}%~8GU_DsCT}!)HE>YANy@)W`^%Ra{!Zrme`IZAq)OH
zohxlH`(%qXzB^aZGe<YxpEO9Hn;s~Hf$@5AQz0%BBTt^Z!Fq=x_ZW8Ao$!7yPEHnZ
zv)ZBk=oGnEBR{yWIYW&1@go~nMMkg#GoX0X?jDy_24~wtPn@`qT3-`QVbHZ;&S9`D
z)~{t}nRb4azf{5iP{dh~if{ok(;A{Z#TP!Fe)jx16~M~omoM#p`6YtdRWQldox$_~
z#XRrG;loUTnPW%rjG(yZfpcqjSF$;2##*8b{OYE2WfLgHKGy!hCLTw|3w_-rAz&}!
z(=j3YNSVNVM>bJ%RoS)cHs8(XHlP2y(SB|cplhtF&qTIFDWtTWw;d3MNhTKO+5gzf
zaq`4hP0`TEt^{iVuutW9S7BjXoFwYG@4;iGEZIWmaAun27nC&kIzVXMx*YI>DHAY#
z>R@B1$?kqNFtB2OBXHz(D^C=$mwzjR2UVo3*1247`PFOIypi19+>R4Q8)I$P@aU*}
z^m30V{^e(_A9bsjKgw;~SodxqGU3S9J;8hr;u(?bu%SoVneV8jLG66u{qB$1k>O$M
z)7kf1qQCx$wm_rv-Ky$n^uUUq%2n+G$F9}(j=}}i;^jr6dXYHom<y%L=?A|D36P83
zso~wD4iGH`TZui|meLYm;r}wVC4nna@QwbjIFuy%37mEjOb^ty&Jh~^1~D;PNDcJK
z%k<@7ZUf^WcZfe^2s4a*ijPk<&xN6uo2+-CsOHO}7oxy%yh!XJ1HCTH{&i*=eS>9N
z9{p6G&>&_<Q#_V)6F6AnYl)j9X3U5MXZKU=2D_N+*EzT<Xi+>~zz59F14<*5mOJM0
zqV2D$0(~0WSgP-==%G9ppy*l0R~GGw=N|8V%wU&d;MinrZ0t%*%q{-#J6!|{aq($s
zg+4V4hEQj?*Xw5ZOzDQ^APlPwY%qubG*a`2vCo~avvkF}=i<OL&O(a}Rc-~5ZI^7b
zMfxYH1w!c=8MM(>seAetxibgMD3n-s4RNF(z0zQxbhwzhvj0wQzlsY2uoA@m*vR7;
z?ai^vPez!ve052FpZ}qO@RcXnLc5K6O1)D;LP9#LF9c{E7Paq0*a>OO4uHk^@MAh}
zl=Q=v%UNu;M##MH8%%?#C@a50yIKLT?RWOYVme%LU$AD~Ug*w3Z1J4`;&LgNx2--A
zuzxwgXczTP#$^IVMHb1}+}z&Pm0lS*O>Q{Kp2yA#u>4fa`39rsje|2gux#J~lR^S$
zG?2AFiLkRGi__6zLBe5@V_~5gNL4(L(jrN}N;H{`O-*eOq^%Q|QIeOJM;2{@P?U@G
zP<H7FrXCOvA<DZKpPE`g><A*UO@`u+k;AyXXRt&vtcoT2Rrl_-Mz&aqVCp+b$$yF`
z;mx=>3<As?9gPDKpAOruimMW+OIpG_h0Tp=20fUi{u_YcZiGbSm6%*m)jMZ%7kENq
zH!3mH{H?Tf4nn2d%&pnd|GRkPqapQs4<Ln=zkgAw&%jjTV7U#xB_<MWVp!~7q@<+q
zf_ET0>7bP==Hv(WCMKh8fn#e0e`kYx2C~M%5I(}S)qdJ^zcZ{UN#sDm$cH_AkD1FZ
zND6am!^0aN)_?i(MH;>ut#ya*8H73zy-yMyAwRp?zR}+6%ksi_2R#z8Sr$gPaxgX5
z13#Y{^v`-2f&-Z4$%EO=!u*y8ggcUT0}BxJ=Oe1O1D;V@-Qy-cj$%sNgVt74!5I4p
zF43TaP_)>|(?tSiY-D6akuWC;JJjCN{L~AhQetv?zrp3O;gm~G)URd~;a6}y!hyh_
zOs(>e6jGDlm*@Sy+q`*V|H{G*5@4aeuzkl4D$d^Q%*;aDbR=vW6UfIav9VmpAOrrq
z-TU>!Ur5Z&VVqe%>dssZ!)KH4ps_GNj}2u@jJT=kH4I)@K7lrZU9|93jM<qaB_-iH
z$qMg=Qxkge$?|N=si@E-1dn$44q5o}gykli76)nP73qQv;^KC`zP?EUY#FkT#xbp)
zl%m4AVO}`;_U(JP&D)BgYzG7b<or7+ARya^LkZBMubZ}z^RC0sGKdF*Wvbm*t*Da5
znmA~LCu9l!XhLFQHdOqwQS-s4D%Cz%E<&S^mnVBgAY(-PV?PV)NrSK@b)-1~kBio$
zrL1fO_Z<ux#CKb_=ECog96e-n&`kufBq1YF4PxiK#KbLT_jGJAV)qKqoLJJZ&%v~*
zzGGxR!QN;fo|H8Rc|EpX01h}65RY*-;|AJMnTd&sYFfuFD{y;edOTE+0L!C+2;uON
zBNHTPI(YC>sdw)KhY~7SI=h^*!MS!s2FnHnoB;`__eeS7GO^P<z{Mw~7^%B#1MBHW
zKs)zR8X|~;g}uk0C!9QalISOU;S8J_Jt?E@d!H0cU@~TWQ=_}f{W8e02iP??aJqjH
zqLS)?Q%)rHfpxJLgm&O|j+}II-v};U22S8OBq)pLTl3uZZaKu65KO&sMA*l{$IllR
zT4k}`yTAGviB;O$S2#1JUm58H^Rr0`3ObIGrY3jXm#6FJeA%i~C_WlaN(on&Fxw9}
z^g1)-rm(3!Y7I?at+Gh?*(q@|1kt(>I+h@0xGt-UzeSNnxC&JUL~I%tX5CAC22$5v
zjUKApn3XNEX98`k!8p8_4%>~qJ>RLqDlKF-2A}~{6wq@AdsqD$l2FBNjpF3gz(%KW
zhETAPfV}%>Gm^t1Nh3jJZbSX_-!uhd%grb3#yS*GYO}GlyafkFM>6^8%#VNL1|-|~
vzs*+v){W}^z1R5n+yB?A#Q(EcJG8QD<VBge+UbDT<W-FhQw|jzJaOqib666*

literal 0
HcmV?d00001

diff --git a/python_scripts/get_dwd_precipitation/wurzburg_yearly_precipitations_1996_2021.png b/python_scripts/get_dwd_precipitation/wurzburg_yearly_precipitations_1996_2021.png
index e1d3b70c99fb62cfaa50d7230dad5ba392f25fae..04c56d50b8cfcb568c397c88cc3a4128e3251ef5 100644
GIT binary patch
literal 28210
zcmeIb2UyhSwl9p^6WxhXcXo;effx~NfP#YbBt~#VKt)A*3|*R1rJERaCkp7$q^p34
zAShMpXpGW9KtVc669yO@>d@x<t-<WGzjJo(xzD}#`<{Ew$vn?KXM$7y<$c#$zp~c+
zbWlfg`3Gx15E2qv&e-?OVIiR<8bU&gzy9+Q{6+5dsRQ_bimrQ)yXrYvxq6&%wiMDn
z;d;v6$<^NWyU*P%on3659Oa~UNy~2g+{V@Ql#7y#jKkkwAnoLAEwe>lY%f0K{Zso4
zT!e&Ho}m9Nx~-mMD<tF)$N1)}BWI!q=e(~Sb$i6;vzAz`UbN`FAJ=^Hk+$4>d+&d<
zZIR-cul0`Xm)n(BG?X(a@wu+$jm?{SHy5SoS{h!n?O9*5NaEJ|MAttJ>PUUF<8MZL
zHU8z|qKV0s{)1*4maa*VFbFDft2*y}chYpGXkzfI3BPK?l$%Gkg#HOfBqVfDNGj5M
z;i(XR%P)Uk_~YvT{U`U1KH&96=^Z+B)gh-zVzjTu%zEzO_lxUO^wTve+?y=Jqy47)
zja)@P{q)l{>VC7Iwe^O{`pr%qIdY`CC)~`h<Uap$pOu~pe|9wa_U+Otg^t3#Ig?E_
ze)4#OL6*&-_@4CQ>63<8HdpW5xwFkEC$%>Jy=9*z+`RdP`P0jrWt8W}>NAIOS|k|7
z6WQsB_;ZaqfA+J8u4&P8PjklDuf^t+)i~-?k5+Qu2KlRS{P{EWH}_r|%&3qSUN;lf
zF)MLV#Qk`4wq3YGZkznMCCkgx{l-(=o`&vE^qFIu)x>%aM+^)MJa1^|WzDl$85U*C
zaYv8&S)O9oWx2Y$M!84y^{q=pJStC@h~$>djQsksuEoQ%i)=fJeU&_hqxY;--5I39
zEtTltM_9*}JviM}m+RDFpWEi%|MI^13bm=u*|8*b6VB9=ORM_E>UDMds$=SJX-BPd
zefE{-)T@ia0m&&T6_(*9Vc#!adh6CLi5ABK2d~NDn5}6KzHln$^(wW@)`b^`yn1|*
zj^e=Hy?cY_byRRs=#KpS^UrSc9itq_U;p+I?~SH<{-g2wBwgLTd!H;}tr8w}9G(dZ
zRGoM^IXJpZXx95L8bW99?)UZeEgnmhaj1J)Fr2@2m5FPux~Im@y$%izv1eZYw9f7M
zAtMWKT&MlqhKr~9Z)!Egv@I<yw`|$Mo$3lwFwC8J+>$-1&AcR?f4gw@<G87B=xw-s
zj#m}A)pSET+Pcev<vfO4ectR5D|ajy%6W8JSB+<}Lb3Zw>hb$u1WW2x;}xU5QBGDP
zosT?U|0KCKKt#dOSdGuC>5CVevl%Yn6i55d^YX?UjO1M3Jll!KT4n3%=&_*|1()8+
zvPP_h12Iaw^v!(TaytBGv?KYmyiu2zCoWp{l!wyWT)F}jtkR1n%Jp<rv&(88g>2Sy
z=Fd&`;T&po{kXxiBNx>x@jbC0>#FPsH+E*k-ya_zU!!v7l&Ig-D`Sr~Hy+k#Sei*e
z@5tkoHSs}ehN6?dER*SOwo9*?pW(zg`OmcE^~HKS|MI@1#q8AEHEKR*_9q^WA2M~R
z+U403s_$I6qa@*I%CRVw$?TISPjazvx*Lp~9Jszw6~a!1S1*csZ7LD-_i@p+jF-@k
z43UgI^To_iu9=JOdqQV|?${5%FC=8oxG3g##<6I;;j*xT^bC$yqh!9o|9aiCXIF6V
zj~x4~FV6nOix>Tk=^dZ7v}0S+s_3sz>gy8YpYi04_1BL+TIshv@$hCW(tRt`XGb*H
zwAJ>kP)sPKRl3#xOA{lbg0e#vPk#Qi$tud>@S#KZ&riH*Gb;A+Y|gT+Z>_gsO3md@
zc}$MR@l~V@3&)l1A75Nq6Rqgdpger@l61Lyi$ge0=Ju?rh^)mv_cpgi9Bi6Tcd3?4
zQ3yM&Kst_BY3=;vQ+;v9g%u)^(kA)c-NCxmhy>AcH7astMw($h+~Bwalf!MJFU^Az
z^Yim(&xp;uERnaJU#T+krK$hic&lr@c9TnuYOqDT=I5z3CF=8UeR}2MY{xQPe*H+3
z0!{U&`o>pBtCiDLa&dKc&?>pSM$Y-!S4%f~ZndWsr8wE@GRijND>3Rat!pSC*|y|3
zct+vaZJKi&qGWttE#tjN_X}O=KlQlBEuA&*#hcmg$?cY?QulN!b`(3)`F*Nk_7+Vs
zUsv3;qK5go>=IFLaYl2l6N{nw)t`h4V>ZwhE62Ks(uq;(DIBf#F1gQEHaTKqV)8UV
zI6PL>`xcf&6Jm*+*VvoFw@-!Hmz75=<?565lI*cl6lX^s<3DRsCr`)vPBcaPaLfAZ
z61DE6q>O&Q(&uyjs5-yirn0&I(t%hNMe~xtszBx8YY1N|I5z{_F;ATq`%G;m_rYt6
zSM2^=eY!SitwUEMYu+tTZTgMt!1K-Y&$wZ^mqk^*VtBK29RC`IWK75k5v2sX#x#m~
z8Ls_x0c!e)JyuTxMWWPvrxW&ETp@^NN^h>u4qB@lSr6K!7lj>)*GR-6G~wf1o*&Ze
zN%x;)OT<{&`z9SQ^#0&po=cy+XM2p2+kQ@aQKRB_7Sm(>Yj&UdcFBjU?^XBv-qMYW
zotx}X7g2KEm+`7TzG!YdbHde8@795`HP+ErMciMmcWBOHAX@Q4WY{xaGn?~zt7D=b
zom-mZ(2~=1;-Uzbl1N3kOvf9StcI4p{E57oAt(Q+k9BshZ*gMzDvmsFY_uMHc|SQh
znGq%L;9R=?qD4chL6q;>?CkVc<Gy!QKYhNcc;q|+%z7j<=?+e`OEm)lHm#6b&dty_
z_1q|Bm{mI7XvTWvJI~_Jux9)G=dJTSII+0mgZCb<P@L*KCx@fd81;H{<D%@Dkxu$7
z{Gn{A+Q|0@qIaK;;i==!C~`|TP!7B0JvqEa+1-AC%@z(Y$aA)oE*h)j_TP3#;PM&J
zi!0~Pb?|qs&8?6wu$UTo<%ti?;Lpz_xv?8)@sAd9e4T=0E3(C&vVzU#2K4E2#y@+3
zAhix>7qP=!<1=aFYvK`#E>_3VO=C6$sbtj7U0f*^E1uUCs9av*$Ez^won-NSHG)Lj
zHvPPFZ$+3?u(<#HXq*Cjo>7N8HooM^O5ZnoXepWcj=$h$P>!IST5(96v1RL4m-5X?
z-3lz8wy9TtqBsNlM|kg5|5htz;neF(0bx!9lQ)tnRnV<bXmizT=g&{l;VX8YT`Y?|
z8L~go7{Rf>DbqTq&AnwEuAAp@Uf<d_|DojdaY!U%oDOv)-D>HAL1vU={$>V6ZEO5b
z7q_skz=NYQ_H0j-O0M$ogALfYZzRM-vKnx0!gYNI^qPDp+bFpXKIjTmoPHB8=RGkv
z9_VCaQ@V;Z^~9CkAT`vITXSXoo(9jN)V3P4d2V=r2g@H}E?BO5cRXYCPeL!Ryq=w2
zFLdzFL(SP0;YgITlm2`Uzqgmnx}WV?+15QHZC0$Zc*%#QKfJfh`PKPVR&l-)WvzKG
zqdhYIiU=#!2$=|>R}UwLm<OrK%UM;HhO=gSd`8ZRRZ`)x?)0x8vF%6ulj3yv^K+R9
zSbcX=()Md>Yy06g^tr^%7@PX>dVG4en%VB0|6!SQ=~qidLY#crMz*y#_vX9yGk2Ij
zwcvJ_<&D*8Wg_+U1SqtZA{cYax2A`11VNet6xQF$?tzr_>S|?9bYGmm8a9@JwGJg5
zwTb&dmd|e=ics}-mwwRsgLu=Mi#bSsp5rg{<s4fd(AA^Gi3=I_(FTp~TTzbX$w{%1
z;s%*k+7w4r#-Hn<)bp9>@aL<%{q^I3z|xn-QF5H_yB+IT!};utQ?GuZdMZ@kv}~{`
z(*?=Usw#3<9u84YUq5_esHN}8Dzi#6{&b^<+u8_R`VE>QZbu|^W1|(?&uln)^e8*J
z!3Oz=*Da|Y@ghY(31OzEXZiBww2@pI46J)*M{8;*y!R)DTcK9Vn{4-1@YdO&ak*5G
z8m8;xq&16aN#xB<w76h}_2TYT)$6LqU?WJoxw%D+ueM_~^4~OB$5q`v6rX_)ko08R
zTuApFvg1`b`RUF7#T)Cwwk_Z7mQGA0<pu^5$#^$X>7EN8Hg$ISB4<@n6<~}axCu9#
zi_)Mcmo?`QA9smTkaeu56@uLrx_K1DV?BE#+yWokU^(t6Sr?4(X^H5>!@`N6mC^s~
z#-8HY9vK`)_FQd{-_9V_iR0C(ldZHRP<Geo7jr{DT(^6>uIl&^!(2y`_Fl31k&Bl_
zl;v@M{qo(1A~}AO1#5PlJkmZ{Jh@A0ZGYSGJm(&-t|!fwSeZJg@Q$S!H`(wEafPWC
z7voQra5HEZFxsaJ#!5E?RmxzcA31i+s`KIZyynK@V`_i0Fb`CppE5r6=sg|^*_fiq
zc4dxt$BewUSjX^HP0_Ly%7a&s(nG?lBIG2+c%_;RYYJ-AX2d<W$`4~93AgsrXNqrT
z>F__LEId2x!Ky&Mjz#?v?a}V3IB+}Ox!E>}(ubYngI5=}ndI+8<zM!;L@cfY;UnN{
zEc{E{WL@7aD7PHl@mgb41eB_{uP@2;CaKTaN*9j&LZO!mIVyN($J70_a~<2{m68-X
zeB>rO{Qc94rw1fBH68O4xs(TiOgt&<7ETYO@a893af?@~Y-i21ak%&oR_)X>nZoT$
z#e7Z`<4?EJ(xm%hJWOfr&-Uy3Z@HK)Zt&pL2_40rkZAAWyol{5eo>b?wn*r`BM2ZL
zP_2?Eo+ugTlX1k%%&gh1(L`(Mx>H};Vh<!9PCl}B`?p`(a*8G$UE`31Lv)mfvbaM(
zeJmM<!t9V2w@gwvU<Th}xc{(M=l4rdQznmfo?98l3`s*U*62cH%s9-fqt(F8c)UV6
zHLG4nIW$b#q}c|!d8VmOzQtb83wv3M-iezU!VIC(+il{me!6KQ7OH#v3=1$Ll<I)G
zpFiCyzq@y<8E^k)hHYH}BOnYBttk;$@7Anw=zg}Ef>Z9v7k3Wt*|WzMK_e0SDZOwO
z6|l_4&Ay{i9rio@UjO<NTSb8_=hR+^1JhP$%Q6@>jl;bz2uW~d-^~rfIrO7Y*>v>S
zu`sIU4x=1OwyX$CL`9np1iPQ^v#@WvR$|?fzPX7$n<2ZA=X$zrZ+wp3H9R^EU}M;f
zgVoBks@fu>K9p52Kb`M2`?dtHpN@-PUgb9AGKp=JSNi}d3>OM9uTZ1He=J@slxaWa
z%}SofO%12Yw65KoV`7+L!AQo}wx8(=IGl3q?tWS}^oP&39X}YW$!@r-Mb!`erCMdQ
z@-P-sd5d9(niC4N#M*dGr;)d2bQUucLt3;26{go3%oJiXsXJ!P;(~80;?HqpI!tF;
zTT$o*JXPg&2V+4v`E&{QSgLxBZF0!0l27D~_JxPvJ%0b@^ZVu{bq3Zk*^ly4YYu6O
z937~QFY#&|M;V`m`Z5Hm+{Cou*|USRl7x$Tk&QdTnIXl~FVf}n`Hxqs8}C1iJ9N~u
z2_JG4&jC#Zx5~EuRw#n1F+NW-*`=>Kku^8u#M#}4C7bj-+ph62DsHW|0uPxvTs+%4
zHK$UK;?bD#`O8O+9=$v18H0KvzVC!D&QLvs0*(?kwEXl-lwS^YHBW4lVsajFjF^X!
zyKI{>EPE{N_^|_kpYe_C>_$_g{fDOkLXMltfBWz(mIZLwQPT-ZQieJ91}70$5xY&d
z$e7I(ArG+T16_)-8nmR0a<)mC7M_XkYMAE_NUHP7mXx6AzLVwLQ(lMoVLCnAr_QSO
zCCshS<v-gchD$*R)NNw))kU%P&aPAre@I9u>X&pQAt9p}ETEn`Etx8OeJI7dC?6KS
zMyAMXe1DvpZw9U#w-L4Ev0|OQOpR5q<~6Zxo#R{R{u2;f=h1o^mr*<3LDaMRs^@5x
zf*h(CjY)%!s~?C>KfB1q&g`XR1f-Su-IJd+*l~#Rh~oZblvS$aTME1UL|rO(1UPas
zYt-liGS9qy9nj9fsWFHipsGJPHT3{uvLo<-Aie|{c;D!{x<OMupM&CjEO2z%y2_hK
z2Sh^NjDqj<*t$~>7g6C|kJ@jL#h>rt^y3Kh3=EpyC@t0=*U^mfnaGT*LV+C@H`^`Q
z<j<dLG+^Cme9@xI8+Yu@y1}V`Uo!gM-Zb0Mr@~I%x8noLqnwH(5b?GnD3~x4w4>w|
z-&{Xeo>UO2<aRO#;Q|@Zth79I>nI>Ja?~bffQS^caNOlI&Z&<sab<*DW8T>*q~*iN
z@;KWWk@U9&C#!dTI)OY}8K=(jnZaGIz=4MYQRmmzIO8T9*3-+Z?r#P>2#)b+&-3w)
za>ywY^&YIXiQ+UU_C*IHkxInP4O)-lTY9K+K*;asny1bUO{3sbxVX-FAC>GlPxUea
zCTrxZy6fZSU9r%b-sFxnrWyo`)5&n#IDQJ}maeScoD|JOcv6;O&2p8J7Wov=JBS%j
zD1I9-JD|_nkGrvC`PvZA(caLK*%JR*O`x^f1Yh5gM@vT|YJ4OlqfdQZjbn3ba2oV3
zyx|5;%I5+K?cuh9zJiW9$Kc*k$K`8x-mbMRqDoBMldZIczq=#5qGLWk`R-k9Y|)Bb
zWxzC~&IH{!wSd46o1V=z_904^YN~Os61vcCj{{b;{N=~@n{ZZjcaEkYGZTFD#MKm@
zQ~&Pn_?&NXv8N+zZbDm$`?1isdhc%#dU&j#us_viKB!ua`xe(P=goBRV*#0ilJDF(
zIYxK^bvXAuQ!|v}^qG1|IswCGdV2M5Cbp&*GVv8X)9iFJ>nOXLasI@mr)iv<?NqI~
zw0rjTU=vnf|LR;FqSiX^!TWSD!3jRT=VFkVgC|CZMoqoFVse*;`@14%T6LFRCA8~O
zA(h+xlVogZu&$b*;G+!|@0*sIYVYcGTfDzHn=Mi0pjD&HprwYToV4yU+HoJQ-hRE%
z4@*DbX5*rz>#n#DH9JhGD7c@P0J*TUW4a-i%b)My8*%!d$WP=?m*{;{)S`H|t)Yb_
z!}gxNWte^PsLt+JKO&0Dc_NwC6?so;urGeNh8ZDe-Ak1-%5`VJEV=~!ExArq^Wvsk
zwikMGR%_6ejmBy5P_smxTcNZ`MA^NPO5weiKHF&9T(cLLq~WKZLBIr<woq6eMG2UQ
z%g3HokwG?(iR&3x4Z=Tjro0?}raG6(4yto;u{I+~xx|7yC2EJUHb(8F!^?Gw&KAUH
zeYke#CKR*#ushZU7%6io&DWYEBS>avXY+t^3u+ZjP<DFaJL6EJCjeM_j@4>boVGwU
zOm#Z;&wb+Zq6*{GL95Aq_v_z26j9o#KKp8A<NG2&<%XP^l4kam!Z}WS_uZA9OR?I^
z%ga^3Kd?ncYsMx@>|We?p%KpSvODeD)ezYBe1>I$8ekX&V3k@x=d~T?&b512^?<Oc
z!k?mOd3d6B$>bEzq)qN(CHu!Y4RZ8^&U!rFMV!cC!qpF6|4au#HJC!bT8y%X4sxx+
znW~?wW0Vn67RS)a18T4xdsW@M(xS21Z)T`I!?J?tp-OAD(TH(J6tc1G%9$Y|Y%a+Z
z?_Oo*b6SwygG34OjS@`n=@>S-_w6Hzp}yV+Jz++~_O#-Y0(z$=F6pKFIuf$g5PMcM
zm&el=-f43%Eq~z7EXd<Z;5a$dK-~OAi<bz%6J-n{irDMgP_q<O`$-6|_*8g$Xbizp
z5!C6Sr$J(@N6Y@~H0YM?-qgHuq(dz!;C%47@0IAn@e_P?zfHvxZ#x3`vo-umB<kp;
zqGvuQ7Eg)2bfsuCDAY~BhBBjI7{k*u<-i{th>%U3mD_=50ctv+id}}X8+(azL_K;1
zd0Uc7{m*1fqlvV-#5Z;wZdJt1Z0<at+M#{GTY)McP&-NpzV^g<qrmJ=&8*%}Kwad}
zvqY_Mm63;w4GPbk{!Gd+1pk@<aL#+GP<$1%$qg09A*bPV-Q*))C3Y&5#B9f=+mPqE
zZ{mXp60E_+(ovrqqe#BaslBWQ)B(kSHK=H**yk>t<KOn+w6lv!Cz~yiV^3!JU_BB|
zff5jmPjT5HPdj-KBvj;s&Th48<A)hJmeHPi|6_@rhV$GCned?1E$cY0S*wH|_B#Li
zXQ6v9)`C|g>QGBMPaKqmcgb5YkTU+aJsvJvnmU>dx&#4s&xAPd)k^=DZ{~B`z3k#!
zh=xI&;vyVN&kSbPc;z-d@2KYBs?aG!yVfyyU^Jt9D#ERSv`WEKhjDy4-t0Lcf34fM
zZ|_54*pN5Hsqvf0)aYsu{pmEwSp`Esq{lhE-t6QCzZ&V{sn=OHwKr>%GaBY6k(gR-
z1`Sc2YsFvElXNmk_0%)fvr`3Mp@{I~@^p=L$exE6?BBTUI@S45+^J|u4)|8L-mwYJ
zlc%XgQ<E($UF0?0Ow=UW?bR*5{aR+_D5gUQ)d{P-?%E?ZeGpV*9Fl?jrO%|wffs`d
z$495>1Sz;@Hkx`Db)CP-uO-Y+$Gt|$)rR-C3-fa`Nucm}4Y|dkhm*6KX0jSaUOgT~
zEoL!3@Pa*O;5YLmksk_@kwhINx(zagBVP-GABvd(=_RaV;nF4<SW_W!QH0Pb8CS4_
zcEA1`!l%SawW)98XXYkySycdPb?IiTfa*j*jfh=#$0)vWGjOAK1gTBiU=aYdq<2%n
z1TZrlIJ3*LJcL#d4>e{qQnGi^sz_ZXVRY<cz96dfSmI8UOXapQ0nzT&+V!7bWm*cR
zJJV}?VD|MYmJN4vQO+^cX`0jH?A+Q*&z&HWJW=Y1o8hq3Wk9fnT@w|0_*viIJ`(yi
z#T_(sf>TE^?SKhjfq*~}RWDasyTqXJP+JoEk+f?_Eu$T`S?`twFuEf4jGX<;d-NIs
zi%d1s*~KeL3AclZ^^9>aCB=YFBFLwE123IFolXjr=iGSXXsb(255B63aIi<~MFN^c
zpsURc1`p+SsQH7ekOj+3iV&5W%x?erK7VIK^CUBtpWu*C7Aev#A&Mw{^sAZP)eswo
z!7fMRU=?5e_^|*8r<l#1JZWcFku<iSiD08b@Rb-`@ad$R=&HQ^#t$@<c$xBi4o|&e
z{l#_6Fe#&6+z7+IBL-CVO|*G*v;t(HOelY}RIK$)F%^$46z40<=ADVmNQ(1QQfNK3
zN6GcgJw}i!AYU|!?<Txy6bSuf47+?Vx5KYz<tIkjCqq-x^0#2WRxE`)S9xv6hHz6a
z+d!-u=Z8c;P!&cyt_i|i2GT|^c*QEE6OQI|V`zWo4ctkoL-;3_FhbeGk>WH^{)re)
zee<R%EFz~<Q2+?K&JZDce*9RcR8Takr=+A1F}9I``Y(baIX+IiCRQ~QmBmIu%?(Mf
z4`89XPi-<UpxPhgj3Bb9@wx{=-P<;%nZ$y4C#G@Dj_<x<THxAL9o07p<xd6iOF<tx
z_eNOX0$onjCHJEG?0Q_0#}evhWkyMTGl)Ugz`V*5mm5Q5DqT&mg`lp2x}k2pvEt{<
zwWvbD>$!Ii(PJA3McVhl;@(5q`V$ED;$`6ToDm*rjqL+jMF^}Lk+BA;BbL@&Kn^d4
z<0Hw)z$x_rY*n0FsdkMxr;jBL*tp(}0@o}}pca~ge&9U{7JFBjgwQgw#`@Oi^8@zk
z1t+?9$%=K?h}$B7FbcY`7r?#-2b%#-p$For6_JIZ>HhcCg4E~F5Vi9B`SWh*V3kA)
zYp^GAxLHmeYB=*xX5#p~I9d&Pv)qb$q#EGej?y^(Y#(>ro@w#+^%J_v#8A_bURovN
z=o)Yng-~*B?FNbtybybYpK1ts6&)9G-|QQ*ch8I5H7!yCt5M@T&+Aj@_v5cFCqkR@
zFVdm409Qor+6uBhG5)mBS$`u4-uI4z|DSWNV@NvGU3?0-S_RT0tU`vRLX`*66j_dK
zN>qMb_;AhP`BM*2&XJTSYgKveK;+KNTlLc_vHS(un!Y67VHnq#%C0E7_&m~MA?I2H
zxm6G(Ev_zAR>Wcf4L#W%X_r>U?WxE_4C@7lQANx%_ZkYgZItR=$~J~~6Up1|Gg>tW
z=7w$D>FxraGOqmflS`v_oqV@;%(PEtKsFP=O5BQaO~X`QN2<Gs>Z1aZmzPIn4Fau)
z+x}3Gc#{Hms$KoS#_Y^5E;S^2nvw?TuUkrPWkchTNdSihD$IpM^d8D2et^y-w!V>2
zoxml}v~S9wDj5WxT1NFW0Ut9XprAZ#Om1F{uQcslkN`0x+2Lwi#?KhLy*SEXGJ+*6
zf&K;O-{CtMnwz=VF~9#7@xO?YmAe{^gCQYxgO)u_@}pa^u2bP#4Pq!AT)ja`XmcA5
zN!qEan5Jk3i3Z#(r|kuDOkU|uLVmsy(JOLp1J6AQi%Y?41yk@O{dlxSJ?_GV3xkM(
zik!kxXKci<l7O|lwt!ctASIBt>b~S7<)kBEEjz@wn8i`FgWO++U=>~#ENKni3dp+>
z1Y8J~TLKCf?e^Xav&7?!xrB;Cko}I?P0SdoytwYWS0*l*&3-|JE?q48Y5^mPLt)jP
zFAC1pIp>CIjp%5?=@VFk6ieB@B0;!skhx0fdvU=vDZtRRFb2`jIU^Maj#rMT8JD+D
zR`pS_how*tcm?qDIg!9bToDOOHJ_;OSnc5b5>a*=DGeE*90c`g(bNQD&SABmPdXe_
zhT`M`aB9Kh_5eufiu#N^(opB1xNw~Z(;~qj-qJ0H7gRIU+#=X`698PoCP6ksU93j!
zI5kz^VrRuI#lfhJBpLA=z9HffoRB3hm;uNe!j`R`eKE8V#&jd(gdP?gJ=FZylF-FM
z4>el7*mrrqN~&EYfr``>7u}1?ffh6bUI+xT$}-8gXh4o&Q0|;oj}Bk${BPwyX@VjW
zi=*wsM$`gUAne|%*L)o`f--A<JY5bcS$nO2)viVhWD?2-yf=yd*}Lo-EI_N0Zf^=O
z3ko91pm&i_p@-sk{~~l&YCuzc`VdJ~W5aFAB<A4-BuDgK*|XxKz4HO&A)vfCJuwv3
zaMwsdX?eZ+eD4%4B@=LO-zVQoM5_Dy!Iwh%0N=>}6hFYp$2|CHRgAI%k;Sq=3j|i1
zZti1VUcKX{k4d73lD34<!|B}%-%o7E)Y~pW4FI^g4;(xNQDYoZkKLc1&HBNDLK>y#
zbbrz)Fn1Dmgd)Jd?CICPVhhPnj&-UI@%rLw5WS+sp+<}!d;4k*Wvwi(2d$4rGk@P;
zownRW;_%9t8?~7Bsx>k~Bk3D23miZ~=WB1~NiIAcN&n)vKd%4n$)Tp!k6*5%dWT|T
zmR+MXY&lh`B7%2ZUjvs+;ruka9~Z|k>*dsr^_;TpTxc9ppbeddVSAznU&GYr?GuV-
z!Xl%wA8vqjrp0Yok%Kxb!g{fg(9UpdRUn&<k1s6OLQHYdT`DAGBZ0)$-(KXMCuU#i
zEqggt)%O?()$<<-32nNE*HdK)wQdz0TxYfOXD?hz$0y-&{_ltW-{T2~K}iv8StJQH
z1oEly?T!7bkkE+e=X4u6ijYyPDWY1wd3GZYf(ChJ3Q<~BAmd{f;lj;Vff^Ee=v|J#
zM36!bBBYwKBE=(51Qe21qfh<v{%aV=?j8CR(!ulAV4FLr9Z6Tw3YXT#&580>!iTU*
z2VSI%7Ecz*(1)O8jDbYg_x)1QQs_Yu6l94MAW0Ia>lSGKDpeC9p-!`e&20}q5*)=-
z`eqU(SDBtU0iI;m{T8L*&L5V^A~~x}yfm-cxd(6Qh}jNDTcPzf;|JRrb+``WX=VjJ
zL%XpgazCbpF?qSUxmi#yH5B*_akIN{IofqrFT($o1B(`95pLpM_T&2>XFz|{U_<;5
zhR$*e6auBWx&w0mf-BRuaAh=5sJgs3s^3Ff76CR243QNyND|X&%TlBwNv!u5Hm<>v
zqw<q@vrr^>m5+E(Ya$V^DXMIi;XvE=Lrrgmf2rE7Os8S87h1xuN%6=#$ikEfpa#|#
z`_A;nt`HJ>_91EYnxdZK1f-}u2K!Tb^$S?~4r=!=2^5@7@Ncy&aaLy+E&c}E<lEo}
zPk*!dX@9VRP!b8&V}ng{q@W{c3jj0r_U53?q5Da(&39vmVJlk$%ToxAAA&`qk6aJr
zO3QI*SqG-t0MtoX6YdipXP4U?UY+;)=dE0-OsMXkhX`m1nTW((7oeN)5~`TUheg_*
z3X~4mEy@5*DVl|s5ElVtq)#p|mHDYIN*~0NV#PS+sV)|L$(bk#6LSGMh-h6)q!oh+
za%&^GSGXvlHbR%ZN}$&aaF2*A@iKTA=3IxGcM;OBR$`|Tod95JPSo1^Jr~3oj;N4a
zIqj;zQx%~1b2d({6nxk9REFkdpQ*=U)kMb-vCI$@@Pg_Vl7e_yq337@s`3wo<x_p)
z;Pap$3l)DKvl3+{B<O&r<RbvLu_Xx0438;mo4SuSkUj_vE|PLNG>l4Y5f_3b3Bfx1
zncEDrHZkg;xM)nW!9VoY#F>fKgU_`GzsSC9;LXoXNl(`$tBX67F=oPz8|(2++D-4_
zCU4D{m^(X(X9w-IJ$0WYY<C6^(MP1o-Q4y_RE5g8794UD(QzfkxEp#JBY(!vAauKh
z6}3Hm3LnZ2&}46wDv}OFFu}g;v|NQ-d-vJ%WW6YFxMjbTGc5MuNd!3@Ud{VuRq+*6
zH0s2B1&h-LM{y{JY(zXLIcZR?tp^F&GXs_8fzKxls6SAZBQ|P<?NmBRMLu#q-%D(g
ztP4o{<+<#E0is=TLAN2EJC#f0ni*ZCjDX||T0;9@GlE^s&g{*RpJ;^1n8ki3wbm>w
z0nvllOlAW1EG;Y?@&dM_?}X1`r@ry&y-Y&%gtG9ja?ahjiNBm*CI`D9mZoh{kdcW=
z3~r=bnEuhDo}*ZEXPj^d?=^-@F2=SYvjj=1RL?bebBacZPNDT&y}RqOxKqs6b|6Hc
z@P6%%>UI#pfu56N1WdLfqwdC@i<eP$!l0m?q!UA=IMKOu-B8Fz$}Z&5vl6!0M#!TA
zD2=FCO%)zCDf9ya9ygq2EJ_{)3O9<Nsxsk0T?eySgskO$EEj!II0_pRGBRX0Xa-h7
zuO*{VEARtUx1O*TIa-7Wh{>C9$9rSH(F5O{i0f*Q@0x6f{P5-XyLRsEeixqmj~HSl
zeT%pvC7=J9;GN%Y{r6SDe~;9P)Bo>QP5jq6<=TYpAlM4v6aOwIy#{7b1{3xk-x#;K
z>2bTPfa&RJ<Tb^9Q2Hblm<K9KEc<NROJ{G&+9+`rVe6AA8Fa+)d6GDp-7x5G3nBxi
zZ~$pVYaPt7^Yehjox%U~z>ZP_E=tyCY9!UP$ZOdkQa2tCFC3M(9Dxbu*_#P+wZPOS
z1^m59CM7LRM_aqfi^GDSvK3B)2o+Cf@C{6H0eDA*I1nW-Mc#D1zJ=U$uMDAYz7`TI
zsbvInz>;l}fd=G7zAxf*2-%ZY9IBx>12s)3!YE}bm13h@$9^PLFc|kAZ9i;g7KaPK
z9YXmg&VXvOcI{eu4+{E|53)H+3uW-^JG*l4AF5VtKw0Bq3g(Gi{5_VM>rQ{815X!`
zz@xoY6+|16#U0Lz{ixSTG=QRRi4^3Nbr(9K6_Bp5Pb#XaUU+d#t$FZS*Fi+9Y7^wH
z`x84^h(J4}%!+-2OO8Qxtm{=NMM4fET^{(at@GOXWvgxh`sd;NWRctj`0;s?+KV@D
zg2aiyCYOp2+o;2k<KE!$>ppS`g9=OXotcP|^Q8p&3}$H9XRT2DlD;|IkK0m3d<O)k
zYE)Vs_l4~nKH5MQDpLE9sU2O70mP6puYwMfXFz}s4&AD61^5&YxR$8l=}8Xj(GY0D
zr2KrZm>y)P_E~&tyD(1X(XO7kFE3Sjo+W#tNxo|tEF0Oir_&3$`w0dCwMj4tPXaY+
zT+EX}=?cd{lMR(|c)a{;q|dLVk-O}i>$Men0GYHbd-(ieVo8A$U0`ZS%E^%@Ia%Oo
zg1iGB(3nXUTyl01p9^O(`EJ+1F;9&GsCVr1iWWLQjt5Cxyb2Pzhd6TBXlrde@yTR^
zob6nyUP|IP3T9FlLDG5)a*N0B=azyFoG%_{16~eZN>{+OATV$uSo$Wu&AteWiu-W!
z%5LzQt^oqrcFXl#RsOr0^r81vD&Fz<L?bwT2cFK(kf(eee#+duq_?`c_IrJ;D(AIw
zII~A`98B6;>v>5npwP&`*&B<Nox&ul%<p|V-2o~U3^u(>MlLx|azuvEFWDZdRF@;2
z>k=0Dc54<WJS)`rRjL90`RX!0Qs#cL%KC9Hl{x8cX?aPby196P{NyL7$W?W5JI>xc
z2>teh(-vP{;-x1{-~W{NWx8*Dl4g>iEFTf=e2q#Uk1tRBd7&Eq<H;Xa<NwE%uygZe
z(vXk@j`y+U;&=y`2}ibAqSZve#(;`N$B@-<YhFOkA;fzmJ4sU1q4Wa8l~_Fb;XNbA
zAi)9_lE2P4(GA+I5_NHf8LST4OycPU<ZTa`gqJI{UV-sRcGs?56mm`BZsW?sBpyTd
zZ*++miTcmJMQ_$N60QJkayuOt!dYqx<Aep0*gn7j9-E*u>8Qk}9@)}ER3_2iV8*@x
zU@9lnMrsG4Hl_tsmpt@85azaosM17~J>|WL!KMg+6m`p`3t!Q2r?pi%%{Wgsx7Ate
z>E$)SFpiSHlf*_@h;m%&e|U$|O5uPD1z<?LapOkqHOIDmfeuOJqw?UrakXQBSn%Fg
z5GG-Y17g|Q*t~27IU&^EMNY%{dT+pkO=-6Z#a<3>cb;tX=p%83s7Y~ZRbx_*M8H!w
zAWviynIK!Z?#Qm;2K|;l{qJy={V-u2&S@EGEoOOTw4$6$mF;j7{#0cNYBoy6J@auX
z@cgw6fxEu|Z*7-Vc=P7X+961^)fu_oNjp{<pZW?XtXFITKNXxs)-Ug!K;PM%Ri!8r
z$=cah=k<e|bQ7TxHhJ^~3P`)_5vi*6&u_g<-7f1tKT8z`aYLR4xIN6=zz<+Ol9Dk)
zg5zysMn*=a;;L$eZL@WKUP^$3<<DQPW{NZqCAiVR^ytx0<gls*6nfCWz~CP)k4@c^
z#zxTmQOK|11leJ1^qx3?uYp_I&@=~bJr&q7dfwEc8xGX*uC<vkg@b*yjz6(bfqkoG
z!~JLj5s##CgQCAX+hPD2>DgKcvJwZbT>-JAN{TQ&$9kZiAsr@>QSll9<>;-WmKoQ<
zmpi(i256zfM9!l0id3%t!h&blc5j!30RXn(Wn>g?F!1<a#8(9^9}7P6tjEDaFsfFm
z{&WjhN9*DW5%kF%US+ma=<J_n=4SPs2NkS)hxr5HYN|@RCS8#<t?EJ??-?|{%ll_!
z{)!}p$Jt-dhWE#lKQ6-m%`3sid9^1bVrO*wBp_XoErINrh^(QFaR3U)Nj76IAV6xg
z+)hugA(JL7T-2DQ*n7=9<J(6+c(4=%t6WH!fEp1RP@#yUA*Gs31o|d!N6G7_(M3`i
z7~Xrc<ESQg8mgl%C*h0$0kxc3LtUiiO0cAJX&wuN=eK*dM9EJ5yfuyBfD0<=(C{Io
zO7`X7P*?8#{}6TEdWQtdB3*wi1#K5h9do4l5!iyuU8aLq?a{D?+_w0vjWDTbk{f&*
zXs<#?l$ppKrT0!eF0UX`6^PIhp_=pEy8tAg2A)xnrO4C(ORNM@-K5Y8)L(=Umx1IY
z2?o)<l#2Ud(eAB^3MWe#$$W(Ekk*Jeyla?U4l%LArUg1LCB2532k6#GPEVKVNJA)M
zqB$0f;SGlJhp5U`|4kkPe@g_~irt-O4_w>6o{@ocWr?DJ2e*a6iVf6eS>EM6J`hT0
z4{v%YS%%>#v_I8?P8VoFY!d~rf5t#I>}_#GNC88IP|D2t;`j1e4&y`uKn&R#;w{Cd
z9xf#>gZ-EqeLVEMC~;!)0CS1w($EaR72Q2IGik<=r*0%%t6M$=KyOf(YH)q)z?0t^
z1bn#nDev*JbcxKk{Vcz^3{JI(K#llP&cORtvNjf(GrYNdaHP4!Th^$I9>6NP|7Zrb
z;H{pJRrQRFqQprgM@Ex{o_u+oqAY{@l#r4ngC(>LIr6wCdgSrr;w6-^7D&>4=zZqt
zasV@~KZxY|U1zK^gP}n^j?@7-bIAeXj24I9mX3LM7!+&784y6iPIo=+A-5~Z)Ff)c
zKPPbWp&wu)1J;=<@0x$816)8jCPh2%e+TAvT0&%@hjv}U1`Rbdwv$Dt{JmAiSIGZ{
zG+T+HBudxk^~Ve{@K~W>;-Sg+3hZA}U}ni=LEbHBd1-|)c4>JMp`oE`U@SeBdi*Nd
zC;QNMtpik;JJ`NZV9lQU8C@wShZ#GMf_<i=LrxdKxKCbk`dCbJmZF>oU!OJBUz?nl
zgaT=2Fo2#!%>HG9!|W_N@Gi%Fu;-5_LjPqiLVSimN9La#HTB!z^gR9Ku<gC~W_$SU
zoA?F>{X<m^Hyzw8z1$sJTI&go_rzeOoR{VFD9FCCtB>+tYk$JrU#TE3>EUM+r4PO*
zoss_uO{X}YF|qHeoqB^Lhn?XdS98IG9q{RRp40TlYt%-rX9<Xb6U)vxzRkE?JU1CQ
z@F$_pI1Q|`>sQ(vEnCK#@9%NZJ?D`O$>fszz6s8KUu@q<flldt_Wyp(7<DR_x*9_C
zbQq)`fct=-K$04r(q;a+X6Nubn%%#$H5BvF;zWiE1hO7jnJTICk=%IX^7E`rU<5m(
zL9FkBu%p0`4=6ysZ0dOTtb9`&@6u@E(Szh%(G{c~3kk*&&Bz8oaG$m85N!FgxheML
zoiw3>f;8&)Bc?gvVng@^{|5CjxM(m}r@TdCRc5u)Rw&6;gn7t+1JuW08ad`|q)#Dg
z4*hrz-?uHWM#uGo16PwP%NZtL;${z!2Nl_?N4bNi<2m;aI$dEZoI*s6B6l#wiK+zU
z8NUONN-N#8sN7s|%tG^PDAALB#|LQ`?5a8S?~>_I8#cfij2%!)iuF246esl~*u~Gh
z!+E*_{q9{FW>sIyp7bvOyNcTo?$r3=#YP5*FbrgPMp^NC=R*EvZS0t7@LTCClPl_{
zu}J9UI&EIAdGId+;t%Izfz-he6dCY)R8ff#?KP0xa~k<JU|4@kXoJCoyRb0HZvQ^<
zUhgzD4igXc1XU>K-_jeq+=z592zmDF7ru&G;=AvI-$pW^&XKiJGY^-lU7?O?0oB=k
zH~wq#iJHSlZmjlm0)~!|;|<=CwIaJR(47RYk$+K;_oMe#5eePX^3JGnVYzS^dUq8l
zF>ZR0=buv1XjM}Q`{S#@wkn)38`ptyD=j53rof{)LhA9TNdmL2Bbz_L0g)qh9@$gD
zZ~`+962SU0m^2arM}R7`3LgD%aq2uKlaul3C!aEyl>G19*+TzXdUZpv__9^f0Mahx
zyBSw={0FGoQw0)T`>+6|vNq<5whP;<&R+hL&^^USu2YG``K#nrCp!|sNwii8?t3vz
zSACSZnYlVQcA;XR5{WP;X?^sZJmh3o5~t=|jexbG(DwwbBEX+C&jI!oTE*HC3u3^R
z!QgBJt==XcZK2DgAAC+GOs|Q-2$HYkrhb(yH?KyiNmEe3JiCW&Gays*cJyX53fzav
z&C~LFBdPrsT{8yvzuUV6O#<X}grMB&><vm3j}duXNCwFeABw5@oMUg@vW3R&TozOJ
zJ7-Rga%zqxtubnPWMSb)-QDY=yYRHrZ0{c_`oC_9{;yhp#e-x7?<qi?NA>jdO#NY(
zOV2C@^Y#1Wr<K#fnwP&>rg?b~MhR-!=GmcI4rmZVYiB@%I&A#`4MD$eQDGIRE|kb;
zmWFB<@3FLukN>7U4U*6~Hj+^!*_g?U3Z<VZPV6L&1|jtY&3kqO;DG2MZxH-gfO?3H
zM2<lV(6<zW5FxS){eY@zGynl%qA+1sf^6T<6sO(^3a7+xPW>y7`E<$SegA~Rv>5==
zc<@^|fVS}aJ7B7}V_hr`H(I$6eQ(XS+z0;)a9z0)4FKdG6*L4=2OV%%4J1<H(r7Y;
zBBnXi$7=>vMk&Zpd(#SZuaNHrmIC5G(M}hNmWAS4cSI{{f^!%-EvXZI4UJf5VtOcw
zK~Raz0515X^-={hL6&Say-qEynJ2U&ps~8>elPWF%_el`nhOX}0LAXVZ3x`NhxN9|
z1*3W_!8KP9O-zVcfKA!|6q^<-U{hgZ|Nn84>L`A&TPn6lU3sWQS=GY^rRggZ>Iw8y
z9c@&+*YSOFsy%nn+gaf)a~;CAZwCi`My|(a_)kg;xYYIy4Y9T-^$JrwR)E;h#vzWv
zx{>DLyPzE&GDXMaKhq6Mk|F)Nxs5ATq};i4_~_AbM|X%#KNuME4>wN~s;#OzIUI3s
zqpx|hLL`#*R}S71m)J82cTSe{#=?xl`AFOLJ<gWPRORXVPwSD5E!AU=`Z8hS*@2w?
zKg^0Aa-V`57H?~wC>0*9E^`xO2e;+#)~)ewgWrgoQsN(aPTl9;292D*`WqB(<NMBV
z>KzUS3BK7VS)#~gHB?2Kb3k?&QbK7$&GQ#8NU5wK`5UQb9kc)t$yEeyX-opitZ4BJ
z{|}NRKSTtUT>m3&&QYnJE+u33{Q1Eb$*A5h3aa<fEqy(UMbtZOxOabzR0y}KisFY4
zgthFPJc9Gtziad5ZO89@E*ax`n8u?}dn{&NnORjwN1%y~W>?WP6KZei1~}Hj9isMK
zSg=)LM&0Vv1y?=;NM0jwUBstbk6B>s7#NT!>MfKi#w0&_@NZ)^Vk5S6=EEY_*N3)A
zWk+-BMaBf6ICeU#c=Jlo0C<d~W!unnE_%$S{2>nhXIDs%2)vw~X104D55P<s9wt9}
z;N@T2j~|LlnwLqAV2L{z=_^dSzWh_HQDJIc5=<Y*$YXl_;5?T<^K5)p*;)Z_aNZ)v
z%ae@q{;T~7hm<0d_kdF$vvw{L+7xoayHT9s4s>g%pKagUG~zht`Ks>nT>qf4+t-{z
zRu1g}sf7O*dM5Yw!A&A9IprnlSuQ}hQWnsf7|b?zn<!J|4>sT!lwIDs36|jX?LR_&
z$KyZe6PRA8zXGbBh8gt7o^izXu96^KOx>shwMr9j0FoSj*U}?PnjIeZKGIhE&H}9?
z)dH0hO~2CVQ9Er9)8H4hXDz4hWYiA9aP0MBN6Q4Qq0Ya2c3LYOCWNM_s{=K)3Vg=x
zvVZpp{XOwFK>o=?d)DX^8NVIWoXzw>_q8s1Ib4VUM3-$jGPz*xAjUJTLCY$$8#YY_
z7;2gkwhq%~IL;n|Llu%wEj!VTkq9)S293or1Om{yRZ5;+YCngoW{tf4aZh_79O}BG
z`2_R@sRo&ZG;I#h#ldkBiamECp}1HLjIaQxF_^Ff(Y!=AptQ4he?`<U_xGYw=*f!(
z!y^?S6eumI>y-wtP%{D{BO0$pjqMDK5^8><MyMU$&tP%1kL^ckkwKGR<gA9~8mVz6
z5A(hn4b;%S3E+Nfa{<1<ey;$Sl4063vc5GFrBh@DTA>s??SXth(p-0F9y!#z@A|nF
zG!-(8I>;!9GvVR7S?ddLkWxkaaLiMhHG~sBATYyHNp<4!g+$nW-uYp<7gw2TTd9Zo
z%}rZ&#3;)zh;11Y2lS$DmL=6qYyLyBCMP;I7zrG!)N&>*w)c13KL0dp3!Pb+lA5}W
z-(Q52`9xo@ePz}eg_W4<6Gt6;G{^ycg|w(pKZP}>Lr$fB8bvSaw*&+ZcuLOoe`Egv
z34tl0)Zb|hD-t<DT_Cm4j3F}bVtAVD|2hyA<XBo_$4Qrm1wgSsA(#uhlr?Ge;LT|U
z8+p4J)G_sYe$)1+)U}0a0K}4SJ(gP9`RJSrrhFuU3Nmu9q0fh6ev4+$Mtc8M`zX|D
z%nu|%U%D7T_`Qi4UV8USr|QZ!{tFpjFW28JS)1EBO-#%eWS7pOZ~j1{e;`p>N&g8L
z^DdL~SE+LZ(}#hMqy<BXF=@5-O$tHKVf}yZzu{PIq4PscZv&?XO+KM<aR~dq@FPI^
zv3~W-`JQyd<LkB4(Es{K=0PuX7>4wzkRcFF`qb-F6|=xDJydQ^-JXFY1?4ABFsez=
zKaiR(aGGlKQfNw^+iwIbvAq~nS4N~7ajeLP)G;XU|Bec3e`Ezx48B<!z$Odx#CY0o
zPE&NdY@p$F#1EP(z@mY4Vgc_-kL5c`RTlHvs@`#44<(ZA2Slj9gMcDt(>?cU6#Jio
zlG)W)C4Q4M3#$GZqxxK+GyZh}*Zw^OgJYv<lROT8o<m(_7-?GNRpK*fF1D5L0m7FE
zW8xO`FglakMV32)md4=d?~2$G{}ik~Jl6fhl5seKX2K*YR;j}Ecs&nBC0JJFH(#dH
zLgvt+kv$dEszZHPd9N-Algk$Rn|!|Re{3dgFDat#CfIWYrd(=Gp=LPhsUo<HBUmX@
z7+LAJ1@7gFVr37XK4q*Mqr~5sQ<_?YQHsJ+GqA>nQj-aCN4pY+a#GtPT@Fe{%y)T*
zur@&*!IZk*%7|bz>E4|@jmG%@8HMvi0`3Z#iQ_FPm69xhQiI%ID9dVSEFV0i)ODH%
zcTGJeuF;Sz29r_%2E?twd{ZU2fsjBEWvkW)r~BIqCYQ+cF09~t8+Y<vvxNzERmQ3+
z3x;;XB$f!Vm<Dr$T8KsI5n5t`h6n1*1?5XawLTP8*^S=iQLmug3v|rO!&_)9UY=y_
z5#px7&B75quohME!Eae{{QZG*y_KzVW^;AFnK_>wh^$*~ID4sgA^AKT{Jn~Ko;5M7
zCZ94r&!0;9db8A%Uz8qe*9H9Lk>kz9r?(6*k@(zVSi1W9qYqCnlm6(S#J^;0S|c8%
zp>WY$+qm~Yvt`r^sjE^v=`|08E?r+yu)TKuS9^Z6{L5?I8?A}1SuFJr^#>nZy>sS9
z-`lB6era$`_`dB3wXRkaI{1HJOgqJyKR)L_|3&bvP{m1%%q#m$og%8kIp}nQLram2
zh_`83!>W|}asHA}@9505`}cPcS`r2LQF~6ydFszzyq<755H!v~Z@-UdIz0To+G<3m
zJeWw!RUsbu+$KNu$Vbm#zPy%`lS3aYqEdI2Z!~itZKm$W=g0KleenHOyzb$}Sn_X+
zeT8p1{~+^vW~Q7|ak0Y3X%AH3C+HDH3-8olM!5gqL(q1;)ii{FhU(&X0YVz`3krTi
zYM><}fbginTeQT@)s=={@zA~>3j=Dmo!N}xJmg1K_#xUGs90+YR%`%4SuW$xt02&$
z+CU?{X+FO;YIt}ILx2sf2A(G?p6dM4md0RkVLH5(oxO{C=U0fTTuaAXUPbr8mj!%@
zh0o-4qB1~m?uDtMn%c%;un2D`C@2`kyjj7hG$M~MvNs_yaU%v-RMT7r@iI*08HFdL
zm!w&AOvqyD?kp6kGNcpgcq~%ypdYb-QC+<K=xXZJL}`#uv!P0+5mz(N3}*~?O=32*
zZgQOpD>xotW@Tq5W@cuV#L`a%02n6HI>N(xPe;4xv*zYV+;fWBl0G?jzjzr~Yp>Lm
zYh=YSCEw6i7vR9F)z;ak=4}^WUsF?4Nl9tHe{OEBBtuDAxxT5XsU;mB=JU-uzG|lj
zp&=tDzmLbZTpk3!Mjlhjj5w`0XESsk2C;AnbdS%N!O;&XjqI+HsYuOASWMR26|o8r
z<-p?P9E6Vysl@@;oN-G3WuK9e(Zq0D)Z4C-@CKY`7!5_RJ$bSmovF-1H+`~O?f1qj
zjPfs8pxXmD%ZBD?h<XGJwiPI#X>Xj7K0}H#wVd{ICMG6Oxd<lqqlLaBN^k-{y1KjL
zt9Mb3#6ar`Rivha5+!jv-6Xs|)u0AasBL4%3-B8P_1GxrYqWqGN3LjUABM4KBO_2$
zHFBKY*oRpux=aXfYS<8DvO;#hD&AD&?LmDYG-pe)$Pp+IH%aGsdTQ!e7xv6Z3r_ii
zGzHdDd>c()!P*!*E{p+MFeYoU(W6ufsUnK}K}e=~7&}1l5|xPr1AZ_rO?`m|dH^DT
zV2m?}g1l~~md=?7su!?pXObIb%={%$uvA0k6!eN>(0(O`s?i{2Yc&2QsshsOLp39Z
zDh>nZ#35nmxVX4LiWv0^LO8+W;NjY~wl<UD^<F7OMXJcLO)P(whoG6z&E371Tvjxy
z*gFI*gr6LD%75f3_UwS*okEt9co{wZcU$Xfb6Xb|3ga*sOx#FWT?C^LJ!@<06=G`9
z_yc6pFz<D!)D8qr{?Iko>8ch2jpO^p0s=(vY8*rK))nh^UqRnW{c!RdwO}9T!2W@O
zavFF}v=Y>IK^)r@ys%O%z~v}nhrC-8_-YCS)UJ#%-E&6Y;2TgseD1mRG8l17jPEA<
z$|;RP9}&R`Z~E|^wRz#m)HB@pa#CDi!U*;L1iN|9FUr4pe@~U*y?Fdy%05+n91~Z;
z24tYORZh){OpurtX%LkR41$7K$*vEpN$t2PA?|27T9P!G3l%>m*gsh#;sT1>)zy`#
zA%-mae+FA}(;Ih~<6{h<f5<zvx0?HcyP&}tI7}}$H5^{+b6j#9lh|@p&)NtG?e&V7
zsTGc>I5BVyMIU;bij&x}I!=8E0M!nniD>eQehxPYwe6E;L_ZsXr3r2!b{(tVhkD~_
z91=R>lfZ9)dtfl_TOaJ8Ms8H1F`%kwLaw6gn}hv@A|fIrI6(D+W)g}G&_h2x;`};3
zD>5od&gR*5jDg((^hI;iX(S8+Pl{`CuKIpEoRqDtZ5g#J<5y?smt$yzFLRqghB&<*
zrgSQXVQRaD_~;sgsV04xN@U&tptrYITvBbn9l#cZcROO@07HlmR6H~CZT~2ayHB`d
zN&~+a5=Q_Co=Z~8v>LG%%e9EV&`CyI2RBtkBj~Az3`zw3hQ!h7S(<o5?FtCH)ShmX
zV_!xd7xc{cQFj(uYsd$SF1xKFG~FaCC&vmuUebg{01OH<i=GG!LbpX9O)xPuG|T`A
zmX({^hhgkW{q3OX$Zi^e)<Abodkp+DeQ4v*VbZFus;c5)o^B`&X~P6fO_~uSUPhi9
zblOpup0tPuejFv%H4M%~Yb=wdEL%N4P?>$0!Z+}Cj%fkOgl55Kq887}%1X$~%liaf
z!)LkNO;T7TA-F^Ine+oc^z$FcS@fTEZR;D2U9@4JInu0-)1iI`L^I4qL3=d$OMd<7
zV;Xd5jZp*ilP@%qfzTU679HF5)z6xmBH#m|9|vHx|GX=1`gsx;LZB-3cLx<g^&(MC
zQ?um#pojS|1?}gHVlo%ak|MB7@C-o;rj~lN8`P^Qv1tr@;5tPn*?nj_Au}O4c{5F<
zapBKRE*OvKmn85<*n1h~=H`@O$*(Il$HHyx=?X+e)fqw)$3$hmibKmcrkTV7U~gnd
zV`!}COiOcfU2Chc7e^B%7EKLJOH0EXmkm)0PCCHRG`~eI_6GK@Y8s`Hug)#8#G)*k
zmd0<3h;ex}{%X|vj`z~g04Qh^1MASjSw%xG4}Zd7*7y#)P^d!Y+iyoRE)kveroFKS
zn=p7KJ&iV=$S|$I_UzoHKZw(7Jus1mwv*)G9L?Xskft6JlfI$Ty{>jiG>W5_2Kj@J
zB{muXED?1LO`J&YeKS0)*5lSuY-(WO`HM9?pheUge#)Jct%sXc(UC4Wt9tVJZBdUs
zg>BS+idj&b;b(ruP-h|e)V+8SigXw*nmDdAk4dw=NVYPn@^<J%YRYvoTPrNAo6iDI
zlBjGL*mCd09yN??>&4tG>AOXs(>Z5a`O`F6J}fM3os#SAPtMERzr2EgD}%kO7SBOI
z3JKS=#hE6Nqm`WDO*sxmG~aX<R-zifV9)Y7bg`6SGF33ps1<fpQ?akNU{VDNLPon+
zZV8PKB=UuVAL_TOn0iSD-Q7KkTeohNL#qt^fC>*=_NtLn(Jpw?U%by*rAR-k<O!2l
z25_)o49?(SCHC$$+%KvM>36GW4gor+xIcCUst>bK?CH`X?ZXc@MNvOZD_WY!e@uG`
zQ!~|RV(os;Dx6KVgCKkChh43lGBpMhTELebfq6qjrsxf`=m#D^a@%7KnN9t&ii$)E
zB;XCU4v}%#<?(WbZaBkrv3v>SV?o7mqfudz`Hz%QOw^<qT6gc>O=?xgI0R$Y+PyTJ
z&4omBd<+lMpkiqPUxb2_DRq_x2rF2D#Z?WYS$q*>T-Gw1K1{A`n#m#=gAqeKEt;Ax
z7%ojsW3cgI6ZO0D1F%#S6K<mHD`?$=9MTs{gTZLB5vJ>w%kM#ff$8d35Gq3*fJHjv
zpNL>};qebmm1n4&z~kU*!OF(7|6|l(7k}{qFXJSIVL9r*5@PJt`6lh_Z-4lI0MeJ2
A%>V!Z

literal 16565
zcmeHu2UL`2xAhofNi3MpL_<K(h!7hnAV`lfiX#HCBGN1rk*0tk-H6d7is&F9T_eRp
zQ9ydpsB{<w1*xOby9_We3@~>e%>7!D```Pob??8{e?Ql90mID8`##Te&e>=0eSZ2*
zPkY|SUwq79Fy=A0eY=an`0y-)@qym#nRun(L_-t4s5o!g@4VZ=(%JQpqXk3vkn?d{
z2WMOB!%JN(9G$Ek>=k4cWfj&eJ?iXy+(}hV&hD>okacjhk}He+mW_*ibbOnk6N52l
zA^o4m2o3+7!T9=1=C_;noC@!q@VFLu@`g~DzxC@cXFQs|@$_ufCp#a7FPL}o(@i?R
z+8KSKzjNj8OdSQ0`m{sl^<S5|#P+RTFLKT6^Yp%iTMLeQi|eLbPUz5H_vFJPGe6MX
zvtZgI{=^&h@MqJkzFRQtt)6(H`*2^CJIChS)6n+ey#Bq_&z?P7fSY1`d?edWgT7&C
z8lRz8zJ4_O8~Sm^^4Zhy<<pBxKg5^s*8T05o*ga?CkoX^8l3uVILXP$>VlpWqf_68
zxitGJTRywKDa_bx@7_Q&;aH8)_z53DJ;$=+*$t!d46(rmC$>f564xE9q0TCq2M-?f
zcW<1tXw5c5L&NGslk6GV>AjwB=9m>d`Dr0%Wb#PirSg?=;mI?!pHvU=*!`E(`mTMn
zP};Wpjpsp=Y?tzWAE7|nL0G21Hm7T*SeB=i*nGi|)WDq@?WsvLsk*WGd=9V9CdMLv
zayV)C-o1Or+@JpZS*=Y{ZrY;`O-(&behcnMBP^Hm_UVP)`}PH`&<VO4Wa3!7Ld?YF
z#ZK)NOnf>ie*gV1neraIp5Z)$Exc^bgzU|&es$H4kFwSuDKL-n;xPx?$`xFCUJX}o
zP*iMT>BusJWlbt$b;B--tH>wijUBW0!oN!@ZP$8o1}i!nGM&7K@0ul~3$spkbA2Vp
zmo8Cr+0k8{kizj6w6+GDHMQ*T%WRJv>Zw&oFiO|U_nzR6Hv8wdzlz%t!rJ6JGsdny
zt=4O#QNewvV~tr}POA5C*Gv9bO@5@3U7h(zqbr;3GdWn9WfkcrT`2Cf!=>IXo&K^4
zw`jS7YhOd<SX`w0Ds2fjbC<@GHCF=zbK5sI@wlaOaambe%zFEI7Z$DE-d+)*oMrE{
zoZU8BW~CYM+3I~QuYE<DRu#^AeN%hE2L~@0WxLoVX1x8`PUGUR=Pt_x#n_x2_0K;0
z%<bKySvsW>p6?#v0i1j-&Wk%1SxO2YyGvZ)PSovMwQ7}PtwnHa$4&pHgN?e%jaND2
zZOU$=Z_cM2ef~?%<XAVq!ZmOA0iTkUanVNU_J+yk%ve0Pk09NrbYg^Kc0l-8a&n!|
zc(deS(Q^Nmmj-6#4&H-do?W}6>RR@1_4^{wsX|4DmVJ^f<ZD^iBsO|nng}#7Ef(>9
z=ey=W>R0+&6V6>-U5-s|?Sa+)OVpIGf2D(Lttdf%zE-e_iy^iys3qZ)g6HVFvIsS0
zouD<vr>9MKEL&fAm1p<-mn~Z_etxApF*|WUW?=c@t{1ms_6rUT^v}C~?Zah^w2Z+D
zH90LoEn7+D!t01&uLRRv)%Hja`z+^9*8C-^En%E-OH-eT;mS0viBA39rlygXmZ-Ij
zbtjqiZ|r~IU}tBi>e?5sBbTd~-Jj=?$9s^}`gE~b*}X%LE7R=ir}lC5weMhCn1eKP
zk*x7GIUjy$tzCL!a;a=~OFd_j=k9+J$0rsc(pjBg<UNwju^Ym=*5tRndo041&F*2D
zxHfK(iSp#SvmYJt*9e;6)yv_aRSXnLMlICaxJ+yGk%*FeysO!reTWIOi7tcArd*G@
z2R6Yz{9qsE=FN|{j%c)8-n@Olsxj-N+xS4CQ?;R0LVC{?ZHeM#=f#tsm*zCNi8lBt
zH(jHXsDk{Ef>p8Vd3C?DCdrJlM`aWe$FQtIHa5KK{*l6~!NKh~fpTkwT?YACP5itG
z4R<5Nuv2GDuqDT9q<p?w&*cX;HEpqB_9c-XeIX_;wJWqH2mHg-H@^)svNv?NxYj6b
z2V%U99TkOz3d-w`i}H4_OLs7<>%Y2NuUO7|;KIDf^Hxz_O6MiqkGj-Z$Ms}&C#t+T
zyKuXpEK);l^SQaj6>9zAv`I2re5Q3{=mr~ZV3Owwioz&OFL|f7vdXM27Z$Zf3Hebe
z_4e5@IH3GiIUmCV%837qpRYe0Ajqq~weu$T2RYAW_!y2j7CW#?Pi?J7&wXur^6~Ec
zNgMmj)}VOfO!?LO;<sVPWpm#BntJs4mlI>dr6&rP7>uQ-+14hHzg?VP^q|HxOk<=$
z!NS6#vp&7wW9E%TYY#-*)FiH4y;=u1Rf$E>wGWe$iE!R^Nww>i=U7#gUbaiGJd%U@
z_`An3!^(}$y9+Lg2DtRr#TX=+ifXt!+vf}vNKKt-tb#>*gsUDx-jP>pW!2Y^$uHEJ
zydu^4{HC^^T5l>cb-PC4y_F8ai>5BM7S^0RuaeSICuCf6oP0jzh6vXtx7_}bSND%N
z;ViUcv6+<3*qVZt5Ua@Ij1$e3d0v8^`-KvI72{#5Cy(WgK9y5aO)D^UV3}9P8`ipV
zyi%}4t!EeN72Vl;w^}X9HBa+{@6;)g8{@(6+_}R|iJFLiZYLZz6K-Iu5ALum4-KTP
z93CFd9DREsK&mQMx0LP8OKI@v&ka#_Xqvg~buLerl`ov=cf%Rtjt{b}em(n9<~X;s
zD$}VQ3qFTZi#InQDmp%X4Q{v;A(o6twS07D#_gmecF~pPI)(hfC}FsShI<ReAiq5-
z3ioMubA9ZM8_PJt$q^leC5XZOS)Nwqp&L|quZ|49O!D3!mpimePkrD?gSVhJY&fS0
zx!P^$x%S|bh59Y|lim69USmUk_9GQbhmhCftk{vF>Zjhhmo}Yh_M7|py6a4TLA#bv
z#iRFuL6EFT=p4D6b^7W9-|mawe}&R8e&>eGy+ThL)7zgfoGc4dmP0kxFYuSlHw@0$
z5vsUyckGVhQn~zassUEvC$@T186J51)U7qpV3(O0C%QTO_^%(utd~VTq(4Nr>)c(v
z)~+sfrAfiid9CqfYJC|;BE82tr5wt`RfnE!R^HfjZT%5>=Z<G<jMCPeJb5xkRH-yr
zj{S+Y_?4TNR9E2$m0;7u9{J7+=4B(^6&zcNDt82>Z*C5A$P1D4>eQj=@9OS$LO{1J
z&L4g1&Z*Mv&CdMdi!Z7LZgxkH7InS6tKiU-Q^|Er^69!A$C48E3n%gw9h%hB8(oZC
z@Hx*mg{WdA{fS8b4F?~d4#y3;P4e40HK!y|a&|p5OtUpagk1HW7z?Z(>8_DWv0^v1
z<WVlg@eLjsekC?Ik}uS_yDwo?Zr()+4OL~1r_<z!k5JiX^s%Jlz|+M^uKKCjeOaqf
zC65KIHJZwgR4to42g_g7)U^L{LAFFWZ@^Divs%m{=gKTe&vnQh*3QQL!|sD=!m%V_
zNvd^~ywBvgI=>|#<}#1xmOD87$?3PBoMpUPC7U<;))?F1_U4DhN}0NwH*ZeN<<*TB
z`iyJ4pdzK(H>wJG4#J?&&`>Fd3HiYXNnUHc1UyQB_nPF?{CdNrP|r=ghi*#7Sd<1?
zzr3^eK<d#ePcJNP$NAK!Kt=_Q!<kmFEGznD%LQ&#)TAOlyjgSjwtj-LniX4Pq^#rl
z&8m3Al#5?%Sao5soN2$ey2IUDw~8(=+gzD!QQDJMZ_jTU$qSw(acU`(8>cm~5*eo)
z(Hw%cZ7DUIbPVt<tC!7qeJ0heUdbfOx%kleB|(NMmUhnBn?*Df^)-g~(9&s*zY$SE
zxvI+b7|B7L##l_BHNT8k@4$&J>_x)J8;t0Wb{lM?r?BSZlUF6jU(d?K;XyoyRdOXK
z-<_|;rIRU{*q8|pNb82aXmL^>EK^7+l<<h&dv{-EZ(2P!M$T)c@6356xN_75xx9?x
zk?-B=>C^@2sjfs(h%tL2qA~PL{oTXqd;v!oDW%ev(ae1~UBrBHobNXL(xB#oh=UDE
zd!)}K9~j|iZj?Wcj2a!A3YGS7LKoYSBb**in{|~Zrg-!_%3-m1V3pw)yD6}xm=az?
z&nc~BcKmW788y`^DVJA*b*>Tc8(-vwb<Z&y{l<Hu+sq32g~HGgX-S&7FVQ#zWx5@C
z#?u?1#tJLphFr<z2q!p(nT{5$=)^?Xq#W+{NVm3-vM4PriiCnoOTv)oTyOfHqypJm
z638#s_hvm7(aQPshpF>4s3ml|c_eqF$wT49+b6qTc?p{KA)W8G4vRqP%k`L>n}F*I
zxpKnfCXI7xXDMbZzw-lPmCGAFT%p<>Us;x*={43;EEBcH&Id=T9dK(0pwd*5|6#Fd
z(Tv5$-_`lxX~M!a_yC8oX8GP?5uL;KQ*ofcR#yP9Eu)f3vEQ9*nIrgX6pZnD!wx+@
zXE8oH5Z2H}S1Sozog$nR!~xt|*QeQ0E!*`ic48;8s(&TVqc77cU__VI2sE3kV}z^b
z?Af!&9GwN>`RzxHGL9eO0nH;<c;0MoK+4te5e~&^MYIS7TZSVjkzQG@9lJYD&l*Qd
zPo?$h)OmF3d~v(VeN%Hpd-bRN5`_f?mvc^b?gjWAe70Gn_0cTJHH}g{oRc+c>%#@J
z>}<p5ES4?%@ss89SX4?ywJlS3hSeL&ljv^b2=#r&s=_n|n}3}nSH^8Et;rVe#+7tY
z<U8GN-MLdTT}1sdMHRBfaYWhUbZtVM);y}^+k^M4HO^RvjUADe6gF~FaJ(&g>mI~p
zp#QPQq6`K^jhp8_%ed{OTvLOlCj8XfpKjl|vmKvxe0Avj3TCHcE)ZaPh?b8xEt_Yz
z5vK$jXnbJA<*N*w%Sx2j9vo^>6-V<}y@;&mg;{TZUhN3H*wzxDU*Xms5sYH1E*u}^
zH%khyEx)w!twtfA;-Bz^eRgkJCHqBvl=nzQ*ung<uDfC%1}ru`wQTeG`Q@Tk;a3*w
ztDkU+`eh^)STq{J!JN!*zlmSQ3@03TaG;;_HoK-5m`kiD|F%!IZm#hfxBi;2^xPVo
zf^0L%X<tcfnteK<O<QYhCmms3)3y|#>{u*9h=zxYsW-nh2i2QGXM27s0Hf8LUw??{
z74p*aH@I=6#LA?t0Y_!?$GOy+X5yn<1eH4aAv0Qw@m>cX!9(SJ6O$wP1U@M@Q{+1h
zmMaI#K3yp%r|;!8;U3(UGuV)p>MNqTQABg}poCk?6>;Zho4VI}blf<<ebdqNOI)_G
zDlcA^iV0D0@E92!1#)kXn(U0?Huiffn~nauSm{)cs}Eb%rDwl;{D^zFtJXd@H#hVf
z)gBG${qw3m-LPRph@$n>VgmF1k~)s_QBH~OMRj!>eSdwEFBed~{rg!GuR2-}7aQg8
zH$#m!L@Xp`wuOeDC=hi6R-**ilH@aC6Hqvmronr)98bS`q9+e)WSHm4m)=}DYk;@o
z@{Bo)D1!iUFyr(hDsS(OlXBRSP039z=iN7x<Lz4QlEP7KYhGQRpfAk)an$#^hG^|p
z#-pj?P@QnXgSXuPW@Zass85bIi)wnFO3a@e8<x#PQ7{1-tO;8(j1(B}s(&37$pSG+
z?;%htt+`rK7ctk^;rB?nE!Wf`^stjv{j_(*AQ$evL;$w{^X+$VDNsWP<3iB1LQ~MQ
z#w1Iz*hupG37*#;>a|d1*8_VOBSj3}l$^L#EU+(Ybmc@40Gu~(9tAX@dJr(7#lzFn
zu#;@0rpq;^9&1tM5A?^T=|1q}b9*wHFHvRz02xF{Oik@WToY~J_;RlSg;|KYo1<mf
zwfnXH&-b8f-DaQF8S9Lm#aX2WTjE%ytBj*(T8wSE){<cOL4@kbl5%BE_{r|-RvZEc
z#p9mH?)vOV4JQB+2j>ZYG^qsgfj}zeDK~tVHO)ylIiYZ}>qX8`r4H30(=4~aSaH{e
z6H})ZxO=@#b$qc1fXJ}-n}mdf#um8;{#ui#s7$ti|0tpeY|83u%#NeV$8QUBDq40v
zS~pCo^VyBflY)GqN5H0zY9oiWPj3_42M7QzC1AU~J=uM@3v7Wp8nP(PU=AzY{#*lU
ztg(A%jN8O;O^SVEmO5$~0adX^*CPZ*;}1Mo<&ej>1UVB%sR##*$qF`gU+IGft$OzC
zvWin%iw8$wDx1~uOXZGRXt-1f5n?kO5mms_eZ?brBe_z=O&<Lb6jH&)j?8^YrV;ec
z^ae+rbMwT~o}Uo+86QyT&l%(rKZK1CU3c(nQ{0y=&P0sZ7y0$O^)&(sVj7sbS>z4H
z$l2YSTy4hRJ~_b=YLo`81s>rB8zV&cXdXjb5^BF8xTY!OvmKn34g+D~6a;Rtsg`2W
zH!trRI5Y(amQj+Vdx_NWP_h<`xaUqg9lHPs?G8N+@kU|BJ}9oSzx?tgK+BFWB|FC_
zpJ<z-Lt-{%jTF1)3mV0}N8j8AY<hEEvZ=*O*|I6eP37&6%afZgskPy7l~GPaK2@}-
zUgO$$(jd}{SL@taxgtW%wPJ00Lvn5V7;zc?8od3~j*0_7@VUYH#s|^?AKHB;+kG5C
z&=B22TdiRG>RzgCtz(L0+{*a?Gl&xBT#seL{T!{N{7H8n$46Kh<4|lg;>z#T_X(v2
z87EJ+{HwaFz>?I9bbI|=Ly2ZsA{!6oJ4>VjG*cK@GHIrs#_)?Fpk*S~aFl8U(TRSY
zRdM=>IouMWv07VODZ5fT?Os7G&&NjnN^aa1Y6SqiR{0G?q=e92^?--ytc=m=>^^ty
zTu(a3TTG+rroU$B^!Xc?Qb%!4L^5)9V#b%am<|Cd)Vj9B?7ot|?EXlc>!gt@y<uD)
zy8+;|5)JfJi#{<_HCVDbNinOxfB-vcNl7#_05n}N0YE<Zp8zR00QbSCa^C9+>E^xr
zL9V6SOz3{+?p+-LdUp-#afrbnHX{TynfoVpmC;P<98!ok0UK38;W}(NkW&Q;E|Lx_
z<p4ZzRMdEjOo*nJ``B=IFtIIe;5n7D*yzhHqZ>>Z%5`s_dtGv(L%SB0I|ZkHDvP6*
z8jS4+AkEkC*Bm=)pYi70u(t#!Qg;-sD1~oK^MhkAS82Epoibw&R4ZAOT$MJF<+*(5
zl~g0fIQnz)x$+RBj~TY>XNe#GIu8#yR@5$i;Qrw)b!m2CfXu`_s9<HL;25A;L-pq7
zg|Ddv@R!iw-q!b8Mf?(Rgd)QO=(Xh9h#d0RdIRmcif}|Y$r<YB_*~GM%yAp!X0p9x
zDfQ5q3$i?f1pQzj+v)>`Q3K%>^uOjcCa&cup!HKNO~`!P2I4i)>cycGCVC46DayIG
zZUd7`>s~+qlKxfD7ES@d54=7{2y9m#Z@Px%QO2I@jPy08mo&TfH+cm_dCz<(699@?
zl7+6^^2v{%7~&Cm$QKO&dPwD*>c?Z-!jPHigeod3MkgoBqk`I>E0w8??JEwHTCRPm
zEJ`@uPVpZj_GtRUS*@(~V60D{IkDS%>MMVnv3wffKv3T-2IJjM;&d}@XE8?i@4t6&
zld0#xQ@=#PwhwQBfwpWb3#oSpFYk9JAwhTV-j`_-GZ|msT(x?&a%RPfBe>dsK#TuB
z`K9hU>&ob%-g;$3vmUq^1^j5IA;ma7lE6=sU@#tPH&Upe*K7muDh1<QiO32^x?!>i
zt%>>1XB-?1S@t30*^fH1nNrwh6Y4an<p$K*kI>9AMx@odA7wE5FJPmd{Yc3hF@M0J
zmXOL&mA=ExPo^<ENg?=pIjT$`@oTvjXt=(^PY?XIe#m$?B`Wx3pgnRzrfZ!P^s^C;
zPQr<i_S7o9QZxV=3Fl`r-sNT7R>W1B@=gr7qUx#RfOjHc%VxIxMfvJXhGrTl*3;4(
z2c9f+di#@1Y+9NUy1RP!jSPn5k2(dkK_AC5H+5)DHfvSJ=||DZ$V8qxOnILQ7y5K2
zPM?B#(Pd<=_|yrIQ@eKVyh0~@Y^c-7?j2piHgBu%ccARO`K4xbB-}tnB%?mQc=5s<
z4GY+s<89?(!8rX^_>sv%8H|pNm8Lq6#^13()XE&`&1m9Vy4cZB>GA~!fT)P{jW@|w
zT5XWHqwvxa1!PZZznSvKUfcpNxP-|n4v?{GDY{}^n{0uN3i|oypUc3w+>M~iFv8-V
zhi!N5da;tCjmTs?(-hQFbv_!j#*oG3a;2C+n$+pEB#3T7&05pTK~RCRa5&xo<-{EP
z7n22!A3)Ror@?6`b>NiVc+FwFyI*s3!2vKQ()y9%{K0l=!c+kD2pc;%3XsX?1qB8M
z+TDxK%2Iv#@+Fg1QnEd&8k@dm^y+%X>wxRebqc(N0!|!~5|PoB;2k`%dKG|{g<y=9
zfn?BQtuf8n*jt~j&#k_A{f9Y=gLp|u&sd7|%6B9+y)yQjc|+DDs|7vOZt9EicN@SB
z(gC2d@zX*XX{NMZ__ZUKRHT{mVCQK=pnXs!rwy4leWq<=3N6<4;xBT|drnWEUxbAX
zCZ^09wV9If9s>g_h(Mz24}VK%o62!|le-NoT0csYUUVPni@>$oyY43Gk)$;C6J76_
zqQyM1>`wOic%&Z%tBQu|$Jp7c9+1c+7x%w33LUyXNbmD>{6C3jc+;ONYybM?|NZhQ
zesQ*~A|h;ZLJ&NOD3qp>Cl6NM88mgOC#f`E1%6_|2&$ou=gR?YICo@d%O18_H@%vP
zGF*hj$daP^gg(g;6inMWG5aEvwFqd0uDQMKWg!6oQX~}+)k(A`v8w>s^{alnQf<6W
z0f0<i4|tbad`da9yrnpRcu)X0d4fD!wroL*G4TB?(wiR!J@1%%!}ZSX+r>Z0MD8CO
zyK^_Oge0+&k`iOIyU?yo(5)yOfBmph37}CA4eHFo&~=Btk=}9bvea!vkDXnwKz#<|
zv<Um>&sOI+Ok-&BLdDO5R1W|_qR?F6r^A{e0gy*_LCk?-*%IzlQ9N8@7DZ9bTf2I7
z{Xs*Jxj;$*QiyTT3GPvGsFQDQCnOB#&0vhavf-{c0<hc9tz~;FEm3ve#-fO(#sVce
z7&<|)?3`|>ngk2$lF(~{_G$R_G3n>8CyqHT2vxMMbPv9;)-)$$XoT<(=uBPKTuDuJ
z6mr8{_md>q0MStMW^}xWHpO#+ZkD+%Xst{TSWe{|YOV%FfSC)~V6zWvLz+ir7RV`c
z;Dye{Y}Zg_hse80d37=uDUW!by}H4+Css=`8SgC%S8*~Dna;Srvkyhi(>TY#p*G$>
z0!V=Iy4fK`(?x=D(5CiP9E<zN^F!$~(;1RGQODk0d3WNc#U^ssSTmaan<&^vzc!Yq
zC;EFK96$ammj62z;g4dOTd5;w0fL&e$a8Z=SzsChd7{ep#!!?iZ)*GR010+C5_dCI
zDwn>%OJ$)ORwIX(2q*i6ZD{$OFM%exD5<4Mtq)+Y{Hb@Z=|`r#RYf?}5?)U&nu7xs
z8=Ei2qmtc?noXC}O)(6<2)@DV-|@XAx20Hg!?8Uq^B1>vW}?|+Nd?I0S3oeT0(nj{
z3Uu%g#M&ZB02AOQ{lW6u3?Kx8A}sS_)(T>qSVUo=RbsNn#>VD~Z@ibP58iRNnOXj$
z`xM`(*iuaJM!SrR1bKQmu8-TORG+A6S(*x}qX7*D9>2lEzUJApdyl|qCC>}mYhVBo
zUzNGb&@cq3J9hpI#=-g!rKf^LjMqn!ii0ms^ttAjT0x$s5N1}Q_oJfBOg=U6Hr0Wn
zS!|?m<{!eCbz~}xryrdP<6WJO_oay2p(-pDvhl=Way3+Pkrv}2a}Tz&*|e<CW!9?O
z(vvqONt?*0IkuLNEC=q&W_u}#22e`BB&10&#>gRe1Cy{Cy$G2=k0@sFa&h1fjjV>~
zDz<6K=lmLn+BfgRV}&SK*>@jeFcj}}&)A)OaQyju!0w*Zlx!%eCW5y=ER6b{X9X|+
zD^&mI7D4ypZ{+gF9YI-Tkc}nReYj+~zd8#-KQZu~oP3|Lk^U%fkwIya{}jUW(6um5
zm)GR16pJ`nZK%?9>!u?FFALNgl0#zkqavX)su8*5USAQSAVYjA_+b(-z*m1s>M#hX
zw7m!!x=<BLtbv)=24Ztb(3UDDkq8a}dq=?^1MUm+&;g>P#y%JQ23nahs$9BfuZ>wL
z8m23-plBHwpV-1``45Wq<X?+*#6K15MXD<prxQvk9-9-NFHHqYrw(>HlUuTyw568#
zl!}tkf#yMw)oMoyE;3<_BJG|mEj4C7UQkMvHf}XEteshkg1y_sBtq(Td^~IqFK20q
z;lg%xpY|IuPW$I>l@q0sOjZ(NUYL&PFj}F&>ztpzggQW?)`)KHOuknUp*F>&Pjq*6
zRbqz{6g_F>lniceI!b0D36GvDXd|SVglvZT8r6X1W$l~<z3FidoIED$&ExZN$ZdBG
zk}AgegCyTV#6Gxsp5)Z>zl_!w&8Da07R!)GPHK(g<9W(0@NJdhMhKOl^G0e&WKP+_
zmT$edt-mR^3W>znYxt$+p}Dxu>*dk$hmI&u@GtM(x9@LVdYAj7t7|^@8G7HQH{DHF
zbT6j8V??b%5&zG4+3=?S|MP+(r+PYrk(TGJl_isuGg*)(Q6RImW=^ba_cG7JJumKT
zi5z|N%uZu2<16t^vl$=14y@r6of*(}=sx86C3?l!J9my5i8L?VY&`w6-Q)jW8l)<E
z=@5KC?cnNlz@%5<RH?(ZMivfvH0{p)O&a9WL7ClN?=Pk-i$Y6I6=a3Hmoul5f1Ay&
z1yC<j9AV&tHHWVg36X55>*ea^LVxz_N4`@BR6>0te$;1`{Vjix=}Vzv<8m|r^><_l
zM}A$k;fu4TID_g?uvL0ft5{M%uU^EzQQ|=DXR>zQ+}esPw~e(UQe6d9)DF<mRp2d2
zn?&Fm_0#EPyjoK(R{t7gYbgl)pd_ze8#k~Q$&fqSe_owf#9E=V3qCL@QZ7K921vox
zBD(STL2DsmGcGUB+qYTo+PY;6rFU#&y?FUDCN0fHCtQSa@1x12MtN%CGaG(Yj{;=3
zQJkFshJgrWB5uWxKb)q5rPv;P-fjnMTQf@mh?Vy5L)rkYkYc{K)+il$#dv55kRW_u
z1T#`XyQ2;_<s(M@w>N_?p6qK-A+~zjEb+_lHFGFwF;Mgjb55OLnZr;*h9GOfKXmg2
zuW0p7Nq#Z!8)OU*65q&1$8>~!BL=MB?*N2U@w+#VckkXEfJWa6f;{{?rZeY$e(y7V
zy3pzJ=N&7KFdZSjOo^08?#a-0TB$oDiT{)3TU)?w>A-a9*qx9r%><DXfET0jr>N^s
z%p2<h18;jbl8mej-J0m7FY<ka)EM}-BEfOCrsoqc1&+-7-WB?b_xAoPkI*{&f%g}$
z{tx9#KnM~eAO{AZr;h{g!u+kBUpXNd(f>_JtK?CSi>{g+Q4lN~BCa6Sfk#wy=sGvT
z@$n&x>u^v6lou7y(KSX&e}noYs6ycWk=!KK)$z4KqQo0BB#Rd1o7)n^he!@mECkG7
z4D=G%X<k*LlLWvNyoeV42GJu5?hPTu^>grCK1GY&P0U(FemgM6PW;y3I6MJa$sT?`
zT}R-8SVCZni93OZ3jr>ea(2K4ZS>liaawo4r#I;S;in(7TNkzQKRhjB7I5Yn{2bwM
zhgzab5S2II=FaO0aq#Lk5>>F=fj=t`CIQX7N+x+IsRx+EEs3qUiw^vU82o<E-o0M;
z6s9pCcYG?Wv0sKi6<NBrm@Un)U5M2s*D;GgKXhbUT<Xf^`6|(=-e5;Wm2CI3(k(xP
z8R1@PBL1anG49!=_MP0s3pw?Osz>1yJB`!&m#TAFEge&ZBYdmxGgS5<n5oFLTtVN%
zvLUnB#Chi;In!`rCyRU2IgxMzN;8SgBWDgr&@_?^4V(;Y(`U|om1Q-JkrUUd@6SFn
z;N98um$C(Q$yuiBEQ~~^F+RQxxP;zG97akei>#p00eU4nwU-1!9o&F6Z#%G3mP;>y
zM5go~H57ugQ?h{nW!$Q%M{giCW4^8VP*#*O*&v{=LC|^U>qiOubi&~aK0WGFr@`)j
zHImpdNYeqYA3q;Hv$EcOc9eLPdazN6Ucv!j2gcXSKKh379b-;`WNyOwcR$g4BK6T|
zvj2NA!XFPND6X7+68aOo#`@G-;QUJ!!$o~{+2(W69wU7eKX9b&tMhKiI04Oe8&op#
zVJ0Xz(l$2*OS2bbp&%<j21993V9I-skIn^7Aagju2K*>hjGD0vb*eVS%Bn8aTBZ4-
z0_g$?3hs0brFuc$`^540+`#ry?Mvbz_|vgq6i6(-D5{WFbdd7v=<85ri<@ZN=PprI
zMC|ell=H5jGOsaAmV)5QBu<~a5KK5WqrRU$D~Q(%Ob<p-d1Kqzj~2=w`t__7)5OH&
zn2n8AM<$4`ucjElzR*w4N<f*0cVRuMVmX=mpiSu7*Z(O|AU$7{aZoJu--!YyDnCBV
zB;PK@8@P<Es?HskVKS6qQaJN^>t)<*wm$pyhdDZe>X$DAc|@oktOo#rbH@h$6SvNO
zvZRvF3k`zR+b2IUSs?J+K;AR|jQbn-l$P<8xSy$f+8;(b+pEv%Kh50t8Pe6Bng5Ns
zPaZnKLw>jTdtUG83y<NTk%`~vdvzRW{QDm&asR6`%RkK(DXPpy-H=6BX$DhBkd&yJ
zi>>O(uB%l0eT0)Cu#H>SpJ*<iN=#%ueCg@qw<wBEaYB_(J|<5A(F~x04;*lT8r=>v
ziHSq@-)VEuq{zWRrgSDrI}QK-amCHIP&3Ig-5D3v)RFebWZo=^ujp(TZ4I!T?S-j|
za*JS-pw`mhr1bIsfC~5<Zy){}70{CKdJibQX?oL<SDW8cdPf&z3Hq|D$R-azcXuwI
zU!9&82nLb7>EHp1;Xw`PPRiGW-APRRW_-M@uLS_d?ZiYq)}DR)(4lorM9pA4Ja6$=
z0>F0)J&+0j#-$v-KQ1J#Hkk8^VOlb-vqYVb3Dd<mkP0k~YZC7MCdK{wY-&xlzQ{fQ
zjKom`gJ5!yp}{{d>3zyRkKYEuFeA16A8PsU`M(5L;td(LLDD`Yud@G%yEg`-&t&~q
z`TO5Rt+dzs5*;P}uR!{*=@M0*M(CB7GEpSch8Kj!_f*<xoQbtQdh}KGW()%U0+Ido
z@;A+Ykway{+}wkN^V1mbzRxfxY;^q~ehY|n25xrz`*`bu5Afxy&%qr0=`XKI&$<Dd
zoJIZwkIZN+DVmTV5+9BqD{%T`+W+(D7C%dKW@zE>4h@4FQvhpEfRRXi{1_kwYamls
zSJ#pq838L`>qUi%BFN`y<3&>^*$mYXHB}z|8X6Xev7qS2hz?5%V|*n`TpM;C(EOc1
zcfVD8J|5?xpb|9X-v@he(AqyM&S^xr{bO-<m=RZ3S2yDI7gU`f%x;|Ge8BMR0jtml
zuO&fmOq}@yG>ya8VtX(C52E_c!1E6nwnu>6o6>O&4+!K4!;KiYv4VX!6fUAx8i2!?
zB+ZslKTaG1rWq-fU~psh0obCgh0y!~22ONG(26j^VxD`<_5*nW+0PIbm}AF|Ib!~<
z9V2BGXvE1cE>(;fOeYMyNljt(KZtLSMRX}e!+^eJsp}UTAK&!bP#pAo=i-F)rcf!e
zkI{?JYvQ2pWx_5@BL{1h4$>zzul*6HU!rjq?B#`#uC=;juiU2Ir}CdUZv1VYJ>$^x
zLqR3JR|mStQ%-hCI=jzqA&1cjPeVtR|F<}>qZzm2<IBMQqz|vdy(|cx5)S{q-+gF_
zn$SeyF#51z^ZT=1_Pe8gT9^+#q77W8C)<t~Xox|wOnG3)9TBPzo;T-tWKZd^h5o{W
zzR*$`bg9uN2h#0Lh@*aa$%kfUVKK?<x^p+J$OU`6NP(6hhLSE#1_4U)z)_G%l<042
za4_Jok%k>;m8r*qo&2CC1`gXWO++#<ONtC<^Hn>plcNuPRS}HnyN!&<aKC~{qXX12
zQ993Z?T<vKmNt|@6DGJL$LCuXw_==*iT2v5bZt6uSSlUYeUoW4^}6r;5*%^mtVWvb
zBQqG2)gI+DrKXX07=D;`ylTX1xob9YtO9K{Ij5%xUohx)zE+})(dfU>(<OjUj)hL8
zugNzDjt&rxvxPfYG-OdiGay9clV%r5BUUsFL2?#(ydVkb>TP^;*7(HJ&xk?e!b7VG
zJ7C@GQMwe(iNg6Qwb;z_1U6&OdmrW73vv}7$%J3VhiSrW8)(HrOe?fu+>wnV5l)k(
z^&Kw#L&Uk8@k<Q2u)-75WZKVqKw~xVK9`W)c#dqw!POcU7+-&~VTw>al|SXNho4rT
z74BHFk`KBuL@K6ZYF-9OX{8-dMyU9y*WZVzx!S`gJxDe?CQSzWNeBrD!=6lzd~ugo
zhX`V$Z^<tn0CBgPww)X;=nXKcC*~LVnB)^o9SWJOaQCj;DsbrQbi;K%xe`ljLZ%hW
zE-SjPVVsVAzry&WpLg!#`D#*3hz7)+Vl2!$w>Q$0TRe}~7~bqq0#5)<4YWcJVV{{X
zXBSk2jw3lWM`-qN$Ti*TLq?hu1%{*%4RM2o^_OB|{^lx1kQ36qUqAewrgjH=QrPdO
zSjY^a;lV4Tkt6sirI|r;W|8RA?T?QWU5dGusmVel#LA1mq(8u%6THH5UK4P3MgyY2
zRC{G8Hq9f>cfRUZ&~%tAnq&|QpU!w#y>vF+1;IO{rIh|WL0e3)X-RtCaKdnPKc*-$
zu}0(vo0=2_*)kZMKfZ#vTAH);Y**tjF+@#k07vsN-)51|*DckS^m3j#UmR;t5RFOm
z?gXu#dyh#6t}OqBttA}ygqw+tQ9C{f!2$KTRpk6^IR1DZO)J6~KQ0Xw=;<QQbLjgj
z3M=3n(7`Bs5vm*a#cqAOz-AgOhWvG;0yfA5M^DCSyW+X;3+MVjO((xEtJj2*hg<)`
Uemrz*N|a%4(fc;>n}cWm4ZP9E)&Kwi

-- 
GitLab