From 9493803d36df789c508df9d199f502cc6945282e Mon Sep 17 00:00:00 2001
From: mkorobeinikov <92354771+mkorobeinikov@users.noreply.github.com>
Date: Wed, 28 Feb 2024 09:53:23 +0300
Subject: [PATCH] Update the article Terraform

Update to the article about terraform. I made changes to the structure and divided the article into three parts AWS AZ vSPhere. Made changes to the table of contents of the article. Added links to resources in git. Added troubleshooting as well as a detailed description of the files.
---
 docs/_static/images/keypairs.png           |  Bin 0 -> 49718 bytes
 docs/_static/images/sg.png                 |  Bin 0 -> 31817 bytes
 docs/_static/images/traffic.png            |  Bin 0 -> 36786 bytes
 docs/automation/index.rst                  |    4 +-
 docs/automation/terraform/index.rst        |   18 +
 docs/automation/terraform/terraformAWS.rst |  579 +++++++++++
 docs/automation/vyos-terraform.rst         | 1036 --------------------
 7 files changed, 599 insertions(+), 1038 deletions(-)
 create mode 100644 docs/_static/images/keypairs.png
 create mode 100644 docs/_static/images/sg.png
 create mode 100644 docs/_static/images/traffic.png
 create mode 100644 docs/automation/terraform/index.rst
 create mode 100644 docs/automation/terraform/terraformAWS.rst
 delete mode 100644 docs/automation/vyos-terraform.rst

diff --git a/docs/_static/images/keypairs.png b/docs/_static/images/keypairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e772ae97d351c87be2a0f4c46d44c6f59d9d8ae
GIT binary patch
literal 49718
zcmeFY2T+q+_cy9X5d{$y0YL#Ph*Fd)T~LvZ)X+jensh0lCnzc$3r%`URGQS#BP|i>
zgrbxL2qDsi5JF1=guo5wJ?Fgt`DX6Sy)*aDH+SY{CVAGA{XDy@z1DB7z1P}r9veO4
z;t=FGbm$P5uFeC~Lx+wmv%aT}A7lOV%HsWD*5z=3=_9Q}<^2~ISvN=BGz~Qm9jc7y
z+;wDQ-Jf`-V;ykl(AmI)@8L;Tk&r`&S}?i~G|fZomkGdU=iFcmjQY{WfE9)BcZ4d>
z#Esq!ZawBldsaC~dz0?7)Aq(O!WCDV+gv5q5rX$@HMoDIz~%hMMDIL-$5$t`QURYw
z&R-QA`}3INWkI>8&aWyokB@072p&~1-5Av3(vgw2DH_`kh4qS+$W+UeRK3dU`G6AX
zlzv}TwXRmZ4%&9c!rwy~Wv8`{Uw(D)bItyfgV<jb>*vXNj-Y=FqW>=yq-zKW3nXex
zpspf)h@$^gq!X9x83-)d@BZ~8!S3spw2ZpC(ccZeO1St4_q)MzKZ&FmDP1^_!@2zC
z-`>bx0Opcx2scOZ;-e@2)4^8>Ru6E$&n^F3b+1;-zjd|U{vQP=@BjY=mtP&Qq_Phw
zvl-)iq=Dz}+05Yl<Ph(4Owgr0GQ<?N)t@9oLC|{un#_MVpE1%6Y*Bx9&)$@+NJ<Y3
z-Lv-4AVO(zyAMCZ+15P>IB{lghh51&<;~pZ1;)Zc6yxgO6CxANLyTgQj;t^3&XOWc
z!n9FfwEDXZvJ#G;cLRs{No1!#`g`h~X`(PT20?ax18sm(pioYA@zTQ=?nUqPcWEGD
ziHIB6zvtZ9NHm&_fm{Dcl++1~oR%gg8dDl3|EcCx?~ArlhkZ+RN#?-h6DBu`UM~~q
zgYeoVQ7}zy&-l6`cS*?ET+YbbOuJ-mdj?{CnVVdC{3|>3_o(d~92_FaJTh4>1m0m%
z)?3)9!6Zc9>T8N<LGUCTeeD8Cx<G-j--`1Or0|JH%xPfuQ_`^?7v+`cC9`tORe-<x
z+BjIL;b&lEy8%f=O7H%nV52Q{VRGspR(9jtiXG6V`!mjKYWtn*KXHdC)$3*1h=^{B
zFN_WN$m%lufeL7wzk5Y`nJQnl|MH@w0gA$yTjaE-xBl8gXaq-^{EFR&hEwj(My<nL
zIv2|QAhbAAZSd?+TSYnM5#lakztLO-PpTi-KOsNacKaXAngu^GtKd&<fFFlTe0}*D
zF1!yZB%<x4MIvamCz(?X5!AKR+1q?5H&Dh3{uY~&qQxv!?w24I3GeD?^OWvphm_;~
zn3ilp-(q`hJNq(TBQbI>1mP8NJv5&HdJZbtuiWk2uhLdX-PcoBF4*xMp=_s=J|h-V
zr0TBnE+76EFA}ViM$av;>~_|?E@TvMfkF@lB@sLE{hq~lk>x-3H3cp25@5;SbIa!!
zif<d)T{o`Zfe9M7?DZV3pATgQjGeK39+MBzUtPVzw@ln`q~}dlzw;+^M<!fO@kDd)
ze|Y&ft978)71$V{-F(s{wFWRc&^5rr^iIqzumZ1-tT>yHRl9tC|K53k6yu1;BnYH7
z*6+TJhtLz*uR&VWr2s+uxLK0^71gmxV7l>VhsdJ6Fn_CmP{!4Q#mfCA0zGi6B7Ahn
zE`#p+Vs|$?bb!UH`L^as-)@b_lEz3$k=-AQb=rbgb|Y*Gq6m2BN#N6X3=$-gw)A~p
zYG7|Jc%%tJ4AYr-3$W)97G_iV8`FBX+X@|UfK~_^ExeWFlgJrFVJ<CTa!M9CodZb7
z$*HDo-K8YL5t*?l=6EHwoUw8Lzo^%i62iOOz`(Jq8mq(U!Ki{c7<;?-nq9k5)&Nmo
z^@|Y^1oIO0<=Fa2-}+Fg8v*=Af|W4#t)Y`UF>Pr_h_H~R@X>$qm8FzWw#K&$3k35f
zjih-gn|&<><Ri$Baol<f=RAaym<UI^@2L@irwfgDq6qR4DHK2^{7;pIunGc**~3tw
zOtk)k$Jee^N{mt|rI9vE(Bp(ZLTmR(ZKV4m2wjxIKDwu)8QulJWwQ@JBo}Ni%)N~C
z+T`opqh~npkio&KY>k4Hw@cdF3j^p>PkxO=Zft!aj>_W)37;E#5WLV$y-BoB%gq8(
z{uQ&+(|QJ+K|;j)zg3On=xDy==eHIj?@GOfK}{q1q<~HIFEI<!b&)F`XMQp36`6Cb
zk-GtO-@2^F75~7Z-}MgG(DyF~!o)iFHPt0q0{#fcT<MMgaBy5W0<|RDZZGteYiWG<
zMKsQckES(=iEMWw5HuXf0P>uG>&*XQR-+-lv4^o;|M}Y3xl?N>HY(?D;r#Pf{jJeL
z31ZKW+IQ>jB(e1YI562WQb&DQ^2Q2LZ=miMS5pl0g&=yHYs*(84<#lrLTr~^A1HI1
zE%7v=H2!0hWdO3A95e}k`g^aS@~4k>S-cw52#os&Z892q_oA5GZnH1f>CTU~ZP%CJ
zVp**N_={vDj__Yr$(Us@*%~SKp|>_7CAf|pX1X5#R~QpAdM<wb4z*L*PorcJwf4(*
z+uzb>;Rv=({>!*H)b)YARrL5+NcO)&>#A{~@&DH#3rGK3a{P_sjsF_%^Z(Bl^uC!8
zL5ZhH(R!#;j28$VEuB2oi>ZxF{#nf4<@){GzrY99E<xO2g_9OjoS=-Ca+Bg_L$4SC
zUaQilkGVIUS+zMCu>T~-%Vs~WX1;r~A)uKoWL;fvgu2KDRWlQ&GtDwchQ4|&?+`jI
zgD$44)yL|Ee+(F0H^Q`cQwz8}(8USm&vENlj|^^A17_<ps}CdQZkiN`*TTDfMe1#i
z9T~JiX)26>5?I|Es5%KxSrRFk+ntsPbzi(?O5puroGlZksXpGM*)x7D3KSpUy0oE=
zcafVL;_aN_zdUxWXW?6~_k!Qufu8-1;;n0N&!QrOeoh(#-t5F{HXzANiO5*=cnITN
z4#w+^G?gWc>$e~}mD1GhE)PhGr(p3di15McN2$$25=c8jRoH&beAKe37#5?x%oXB2
zFFS&n!$1(2)YPmOh=*KkjKFI>a``mbZSqwB<|Dwv;;?N+nf1yslyJO3JM?n^vi1S_
zmIw1BJ6gDL!Y5Ty-#!sA(TRRO1D22#g417mgqDt91vNCXN#+KImM%7kcM?N^9^n&&
zf~Um3G^%pW2^+NYv9ogl4q@uKQE_B(c&^f@)QwTGjOR0>??+7UXhhF{bwEp#DX1&b
zBj&mpJKuUkYOf4%(CW{Ut|@c^%3A|0i$M_&vGQ|Myan$CK42x|HGI!44<+6hl1mv9
z>U24sX3z)yEPKJ|`!u8}$VFM5BE6?)A2vayTMfBHzF1bnWn@AWeX*oK*PB@Bi~@sB
zH}f{9@KbdxmFm8p)>-*g<bHr{MSPv!*t=WKxQC6;q(hKukZQes_PN%>?nJ=#5o(z~
z6SWcqDu)xUwv#|<E+zJ9h9idl-8<3VRt@TwOePj*=e8Low^ICJChd<E&%FZc;>ZBY
za^lmp@j))^DmHl~QTAmyG#a5p^1XR>#<s3riwiSS1LAhV9bS|nt`nHk&&`pWJzHc>
ze>>yg*6rhf{7uyn-PiJ5zItOQ*ZL*74U-|7$#xd)D=tlkY)wbLzdtzgah_Zi772K{
zEVJPt$%7mDWV`SI<7w!gQUi68=Jd1)F7i`qy|9upGvaC&raW9#pWoqERHj)>JdhTM
z+0Egqz<Jz0)NPVNyn8EFB)KcIZC%jF0JC*pzA2SsY&H|FU*?fs2Kd0-a%wKT>5x-$
zlB(x9q*A5DyDZ(j9hV8Ka8Z{4;Im!420#xnZ1oq$r|*~1fnfjn4nw7lPZ|7b%?oxI
zqL&6zxEKn}O?%fY@d0zaM<K(tp)|DQ19)jx`q`u%-n%DgQNM>Bvl{9t7$jfhw}>W?
zTt<$G?^OWHZ86%CG2=Ijn7wqzqRwW0@-0oVnwK7<jLAE#GK^s^xBYi@eM@uGlSV<c
za{A<kK(Rlp%ZbMs(4M`-!M^P5CfxG4IyEF5hzBj5F!=RMT3)xT7GB~40*V3ecjG>s
zIByw0t{BYJ6AbTFFNjy^S6^1PAD!`9l^1D}2JKmToAqU6HsDFU&GFGfW~Lv4Y;|Jo
zPw{4vp=sXGN9s%d-b0r+QvEd6+SIYB8Ga#!kD6%@la>cN8~BL{Pt-1^V10L6AD>XQ
z%*1KYuZy*GGJ5e@+bVM#4@F9fXMgdBS-%!Sh*gS^tY#{4#LPjCYV{9{iduqbhxZP*
z%_E~@Nep~}KRAL(Rw;VzmpPLuyWax8L)&3|*^GToU9i{Qp`7e|_dH6iM<H^5JXC2f
z>nv&G>FcG=alSHU$5`-4-RZCieMLh@lDv}7EoNDje%U|}ai?i-Ot=V(|3nRLfLt06
z`aNL56j;G8>=Fj0&^mCJMJz(EVdK@u2h5YlmErobQsLGvcd@Rj+IQc4B^IMwS#A~{
zdJmZpkm0<qTm(Oos9reKUjjP?zIgs(RUITetA<gZ&(IC<GWJPw#6L`x*ZhVGAlU(X
z8iq;DJ5J$(*&D^Oi~XTxOvx{<Ki`C@&&D@%Gc@j(;s$*<O*+yXbMChG)NtA2KNRH*
zyM=m}DEkzu#JwIiH3Jyu2_T_B%1nRAE}UI9J)3VCX)|fgxc~@~<)vP>TAfxITv1Bc
zp5FUt-X2C$sC^b$8g#t+aanju<YvKeT~1oLw9VW{Xmdrs@>i>wbuOY$+<w7D5xpS&
zHbLAi(+ZT9Abx!Ay-f!1j>E>x%|-v{p8@yCC%FcTDJ>eF9Sg!R%1grdi?m|iJ>;!Y
zp6s{d*pr6R!<zZpTmjuA)7=+puo?6n5kZ`wGvNckc}xXtNykQ;S{LjYL5H5gkDimT
z7WEwN9`I9(Ee?S^<VV!<FGIsNk#V>3N_CCVdipsL&Or{oXB4k>>JL{;P9&w{I=F|8
zyiP6i9==eIK3=nDIYb`}1Aiubj`?}XWyk)p8?z+Bx@3XMRrJ)Ow$r4!1qHlfc-d7F
zF5>-I<XBkx(yK70jAz#GLH6^WVo2kJL3nA&_fHY=&9J_zVT`+({*N~=;vggT@rrlK
zD9w)YV?}%4Fa9nAqqS1YOibAGme!A8BN|xBYnU36sS%FsmK$>E!>hEs{<GFwBFRvs
zu9*3&DU^7@zd}PvI9QdW$4hD)4zgdJKV0u2l(6h#x5`s1l0Cw(NHQnk`qDf>(2uG6
zH^W5&qJwKSA$OxEru|Ep0MoTBQBUaR&S0w^?Sf;LMZFCo8bNy_$z_5}lEC@Cf)LS=
z!XR0(sW2k*2aGr)f^v@yCipfpzJxb0TWjIy1UuoKqjMn+)wd}XE5(rTSasnDFZJx+
zW*lbHGeOoP>$j;G-ww5EV3?*nd@XA@Fr~K9$W$9&W@$Xdc+Nvq%~LAaN`l(1wj0be
zK*DnHBxgXi`}b_0$w9Ih$_g`H3lxf208{B%gCT}!A9$}-XG0BJ_-LgmIu#1i3vL={
zYR*8Lse>jY-+zzCjjeR{FBrcFP&F>)4i67m6hmNcMV1&17vFLQG}`PhViScYpOw@$
z^Oo+XG!v0ul1AZQ$SuJ0Zg<PAHxSWhb_JX`-hPYfZ+^c?6o}(T4N$+}n}84U#7BXQ
z&?P@<g4}BaU_egQyfdg)M508I5u0+$zv6N1!pjXTagqMwDgKiNP~KxQ0#K$(7?ebJ
z9cZ<0^v2PFX9l04$MTka1v*^foZ8FEXNniBvKG%z8FnxgW<ozl;<<nG`Aa1&gT$!S
z5*rJF1);TtxxXHD&p49Q8KDob>-vA`^%VZ0rF_eMc}duuD`*Ud*P-$oMFx>Fc)4h9
z<!W4E7dSK)3<1@5F>*uO35rwj%NfYmH)b#uMs`D|8|?esG+T`IoYTO26W2sWN}@Cf
ze!aoHwW(#9w4xHR!T0!#$u_qnW#rD!TkCHHjedl-1&YS7HA0>wjh^m3<tS3K%gnrc
zi#%@V9tn`N0#vSC+&n9GNEvskOAzu5C!#P<oz+g6Dn{+!w-)>DK<ekJz5fNr(?^I>
zkO4ox%M<v=x#T@%QfqT5ff<_}r$+7;!pF%*Fb*Y$9ij$T?|^C_NwFEkt4S=}ADz@i
z)@&EHjvy#U#u$6UXtM_EGRa+%##3QCzts5focLmQYIgGI&<gWjPx8qbu8RfDY8uG)
ziB^{~#xM^jMU~wvY0kZ_J9)8cpJw#vN08bj_L0K@eVr|sOLq)go7aD4Ej7P+0&KVG
zKyBYGTrebuH;9nH1ig+>g8Jb=^%|Lu>iDCQ!63!z-lo=p8q{w0kH}XLjTzcSnNy^r
zx7I#=7&rbwtNb1iC6qc_v0`6bt)9-)-tZQDc0t8HJJguEZ{N6sRD#{bm%jy1S6yr6
z|6<v+;b0iqb?3TMRBGcw?XU38p@FPDJglRp^LZfNBGmH<h{J|5nWto_J)Ra7M>nZc
zT=3mr&|j+TSsEZNOP4T5soP0aus#{HPLW``0jVpDfNl=0i|OsGy@BZxE{J5h?7Uy~
znb{)`3qG3lo)iYmi>_%BCUhZc&zg5W+?dbyS@D+nu728GfbpTofg1!Ji%exJ2f3m3
z!ePJO`3l*d*gd&Q_7&*leOBrnDOOKz#Kmkt>36;_&R-)#N#n*qieCYK5*Jkm0V#S~
z=fN-`GkD?L2qU*_-0>mT=tW|%SzY%>@^=HL;mmL2t~pfK90W?dz4)oI*L~t}w+wFg
zD48GT<GTAv{#|6K^@*kVx7AETv%b^rInGvyH%^eQG#9MgcD$2j=R^%A=q&Y>-jA;@
z)w5Pg7DE@?adWxJ(#wU4tR-Gq%2JM_XUq+E4)l^&Sq;u5XOFK9SW2=|!H`UUmZH7y
zxR*aBd>}rz7Q^(f=FD%wV$ffw@%NTTMfhO6>ch8yt`Q(uiJ6KmYXc$phYk<v9!!Qy
zxwyh6|CB`IvTr+2W$FuA^qC-aCfiG8hjXRkiQ{$l#z}mXn#r_spvRb`wJ53hLLMoT
zbZBOigzsW*2+C1lK3FyF6>j02O_lWKh{<GafUG>}Ti)Brg-Ng5c#|K8MK3jM_wu_o
z)`wWCuOr-yqhdmtPPI-d8$4f`c~b12S(_2Zx9YlUhFqjYD1oE+jw+9Zo_wPu^P}F<
zqBJ@0$BdMvPGD)tDCX+}b-k1N`KSlrfYiqA={~zpmB^L^%Uhy!1n_pNvUHlw1U}@I
zH?}%9W|Jq`3(ErY1L0LL#IggncEh5ldOZu=!maMK?u=!Lw}(A}-xy1>i@7PXD4m|o
zY-{M5D^+aVZ&NnB@E1lOy&hq^>ay9yl%$&yiswq}+4RJ|H)XgRgr7V<Q9c|4W|Ee^
z0#d97G)aW4RVSAMi1==Zh)XzUR^6~u$_RY_)eV;Ps&^cvXlUXg1>ji?*Q^j)>)(Rw
zI`5K93z^bTcdqTj&t#gnz^2agHQ7Td-}cYCy|0C+EIc?vd!d6FO*3E%-&)7)RZBc&
zYO5Hpx_p2iPV8_I^2|vE(>(j3Y1<oEcp$?&d86%PfB*>j&1EXyH=JuCwTbBr`;UZ@
z#g?FOh+)E0w$cH>2rb-V;N@6cnO_6P^n1qJ+V_Ja5@+H$%U?xCKN#ct{9bxPSr={J
zhf0{g>mqq|pM>(hJyVtQK<!hK@=C(Yt8Fa@g6~UPZX<xdWrZ!#=8J%lVW#hTX-b`z
z{ZB)Y-M$Re7gLoX4r@A$Fne79Fm&7V`Z&9+XRd!Hms0C9vDHg+z^Pyh4Mfvd1IuJf
ztC`}_^@fqzC&e5zTl9!wP*jjQc)eKtmnlk!W;YdIwNdn&!LK2a$g5#WNNXye^o*2E
zQ!b-HBzb+Ms^=>|KJXrP9n1HbEuwH|1{*6@?^TVpEYHm_=k+_oqfQ4tUu$<?|7>)=
zwBYv0bxX5Pt3oOv>9Fk+6VN|WUzR-98xxf^N^6d28glf#@J94Wc?iW!zXK*3j=uSr
zU6kIeO_MQFxUMf6Dw0M0cuJN4<N5Y{)KJRej+qa4p@Aa5fkfePd}(dY7JAG8o#WgL
zy}Ha0KrU3cub)(@6&bi)8VVLN9_%<t>hw@6@XAumUo)g;W=2w!&2=XRTof0oQHlM5
z)6=@&BBC#v?dqZ>kIqgRE_xJKWZqkvZ_O&T<^0^6r55WRfA|I7VkzvD4W;OWx~1!Q
z+V^;R%S^0-cTwlf67+MPg5Qiv$omtMkx_LF7DzU&cyv3oS0kL&%O6^6({9U3<QjCo
z`#5vI&3jS+fMpAR<zzJ)M(yzF@#GJo=|)W7G=BxTG$=#6?$lDw^L4jsUxL#H{j;AZ
z;)G2n3Vc?M$Pzgp!{f?W?d>M2SOhxOAC?{#p|i;MRbqF|8*xUxP<FucmAh=~CXJ`U
z=MQ>#ikHV9LmXDpip|+&b776vZ_A`X%gi3a=SwrFC#+?>{5#(an-fc^23u}A$=;WH
zwqy`Vo1~G8q@jz2r7p9P1SFR>ur3}{5fh=nCKa=29LEu~VP?zd#{g?TiRJP|EeTJY
zG;X(c#|=jTI4ggNS#*DfJoXLAFp?q9YmqX;%6tvAI&*mf6T(KNc*Cw+6N}S%GoA(&
zO^<C^T=8;t=UG22*l@<>Ygk&)OUT`8Zj-i&qgF#kp8JOfA`1QzCqY<Y7WfyY>V$q*
zOw=A<(<SoZjth)KGd}*Q?wzNE3r5<8wne3$GE8)Vr)UcGMJ|_IvU*j4G~(o91v2(2
z;1T&+LAR24AVk1PdZyx*w`hSo0GtN-<G1_t+#BYnDfj;0)<&8b0<Ld-0GuREzdMLP
zl;V6lAR6BfEN%&}_VinC4-J^((SA>>53T+vof=LX2DKcxR4WI{`)vjKT+AG8@c8Aa
z%ny^p3<evlp<wQ|I%y0Kn<R|*M$_0(I;~aS+1i#-<GJ$^8$SLuJ|%;e|6>M{OqTQ-
zH;uQjjMOAuTZdi@I-ASWq~>h%2unhR`!(b5&(GK-yEt>pGG%%~nsksk1%!F<vfuUo
zGo?o*Wqpx1IxBuqm)=1d-`N~XTQdJixhZvZ`AA}FrF0@kkQi((jp=6nYbQ1k_DlbV
za@?xGX|Nr((vr-LV|I?;fFt)_tsqVMd0zIrL=XnODQ~vwI&Z*-1Qz7K*JL<`G2S!~
zNzNubze~y}#pKF5>)0XjW8^gek|b^4#D76{<rY>(4^W-AGSfn^JHb5prb_aG0O%F?
zgJbhCVG^)1HF1CR7yg*66ux_y=ceY&scd@^mTliJVkappiqKGeKH|xAbLS90T`xd5
zuGWa^$xEgw+Ohd!yVLIXYfhskDCjFVATh{>JM%`weM@KM8#XgGm)k`^3APQ}`8$`k
z*YDTLq$TT=P}QrC{3hlMi+tv$V5r#O;fQ+6Cmpc{`=X>{;+`AAUS~r?G=r=GYDpV`
zky`~578?O2tc|X77xJ*7PnO7>rX>m;QIh?>$6Y74eF$H#1oIf`$B?=8%$|i6fHw>5
z&{GXhJ}Ov}t_{ltS1}|lFacJE@V7R?d!dFo!I6rE;)@qdz11FE`QF;ryB=E9G<Gh%
zU-?;NH6IJ~I@AU9_FNa3o_(eTi0RiWqqN(gasO|nX$*hTw6JH!wUwClvT!j?Ov|_^
zF3%?^qYzU%;Jx%9B+zQ*6dr%D;tDlWZ}_cj6>FbZg0dCJ4k^%$b$Vx0fcQclw<&NH
zK(Ci?=$~xJ$|Pa{s$#@2wB%#PNL3*5u?lg0B>-mYNGodd?`i5&X4HfA-&Ze7E9L`1
z)(GNz21+nm{ikVXh0TI{)qVciUwpMpQEXYpioAz1gAC~upxk=H{xuysTm{DF1T&t^
zQ-$2+TYoU7%f5x9n=p%ECD6M=9AkqXb&PlDsy%F{U~{AmVTG8i&n)+D^N=d3yHDcG
zbEex$=2vM`oQxu2A)Q$(>C+HUfp<$5<K>a1yRZo;BC-@0vps!vhGo$=$zqe~F3f7R
zZZT!hI(g`(CIcb17<Zs7atHe;wxc!q!u!j6O`V<#wNDw9N*z|1-M7rWm{xxv*8p1W
z+6Q+bYedQ7?&wL%-t)kbFl3BDXYI#r<3(38-a`rcX+Au#%ivwGfQzcVRcpw7byIlr
z4)Z56R4CkT=Se%HS<(g{_(Nuc3^)_#xQHzgo9Cds{f>jQKbwbK>IwQC4<5nElF6pc
z+VP$0cZ`s`RZIy^J9Huop5L&P>nr-9P+CB#1*XN!{J|~@p1sh05wNHH+pvw%YF;el
z#~Y{UT8XH5O!pRY>iA!ZMjcHVm)sf^_C_Ol>O~({qLytMw8{o%`GH{!=wheGHiM(N
zxASVaz-ydDMm(pu?uNjJP}@IcP{&EvhQh#cRBAs83|cu=1b!0DA98WS`(;KN`P$Nn
zly812a9~-%HlsCb(55_^IkO2*97@bSw~R%WI1($;#iEZvNwXTy?gEaEbhtB@zmYdg
z8|@WK%v%-3t%`#rHZ&dEBQCJ^o|CFy@|Q%7+jJ{ym|key;L*Jq+*rKq>b@gSsM%-*
zb@NdvU2KgTv1M*E^oRV9u|xhjYhPZz1xF54P!E4dS4fGXhWDoND`y0w^wE`Bt76g2
zT*a60W8sY>>OUHGfOQz^tF{X(?llyR^#RYGCU)?U2KCooMoqQb+(-3~uLy{Oq^bye
zV?J@qs8hF5zsX(l@6#qHt~S;cMaCScQ<}HQ>-Rq2-I{$fO1FPdH{JK^JkHi!%=SG(
z;Qm~B*0G@+IcB_5v*TxUcBK1ZnlJtb-p#s^)b=eU*<Hq%XN2931pU4zN|CV?x5}j{
z;cjQg<Ty77`U7)9MCpaN{L(rt?6p+0WbTu^wRS;ex+@D|^$~f->))|}I+Egd6oOJT
zIVb4ak{O&=X|LgkwT`0&`tE$}uU<}Vp2_YStIT{&!u7^LdK%8tM21pdM_h$BWG_3G
za0@b%eW-_nEO;m1c(<SQZ1<fooL#<kJWM1A{&fq%3bHfPr;T@5s?u2eIHX&R40G+w
zSde_Cu_oqV9Zqvk`NqWM7<Bd+Fic0+)MsdX3f_nR+Nz(f{gdJMYayNr`v|cT`>wp>
zt?MsDB2OuzO&`X3hIc))<ILPo_Q~a+y^2$=LkH3%Sw0CTvq70sF^NzoRgcY6{kN*r
zmAGkcwk%};zw<w-k7PN-zPcw_VTu~=2cxIV{O|J?z8TO}BcnfPGhN;*732Y-*3eWo
z1SsYG!U@!at&_*q_#OzRi9h9`S2doUW4XpZm<mIopEKiKaeh|tPUw$Ijl*?mqas@U
zE=?y!qgm^?!W`UlC%`@AN2l-_=47bk6T^?J)r~s9j4cQCcp<0%7x`+w?Re((?|zqW
z3|YxO0E%VQIYKmBnAVSf+0!&TD-CMRA0t_|=5ptc<VB`#QBAb)Ordmr{daYOfV|=I
z%ksQ*-?Y{&M#fjggqT*3ka;{`WaOef=3I&O!+Bq7sny2p&GXq-GXO+=xw;GQ0#mb<
zHn&${UEYs$-NT8gaDA#oeBb7NrCC|%{ejfd1F46*PB!_8e5?v3I-hmi;<nJxL^NW_
zvuXM=Z>S<Qus+_GKNgI?1`sFR{s3XFU^gF3&R1C(C(@aWDNJkHa)JCM*9<jUSYUzm
z^`}<Yl+5RaGT~XNE;@Xj$)$C#+iKjbL@saeHNdx=)HQ_Ntld;C3-D=ytmV12m#@j$
zkfwfD4Xj^*c#r=`_t&^9UJGV^b{G0;`dmWo23)gnCQLUC@=sRrLIuR)PLs9AIK)8)
z|EW6Sdx6@}IwmM5rW6#8es}x*7x-cKv!QmEyF=bT6B~k(B+wO(88dy(h4R4C?XKJ0
z)_tCjuZZA})V=#6-xAod?Aua?7R~rLa5~2T|NWdOGfcj-I$^QPUG0pV&%#&56w(b$
zZ-11Up-*kHj%M^c)ba|XWGkdHGi@7D+&}fZ!0!$B$=U!rrd8xdR(to%`|H1LJL<C;
zv@!`3)TjQK-ft)o%t-~^wX;MEMbamo!+;lE61@`mc-?1#FV<%y(66#QyGsTR(eRzR
zvzgClE!GQRf5Mc^D)4>R0|TO6s*04fKFRa2dqKeBONv_omq6HYV~e27oZkh`yp{oz
zzxD$7S?&>*Ea?g)?_3Ecsv5b^+qC!yr@G5iO~oLv0?Ll<+(l@vfvae>zlJDk6mE-!
z?j?bA)9TsNj$SiXKQiho1~2ve;{%`@9(E;czMq#S;B`z(_^Kt3b)!IEpxnR}vx{z!
zwRSV%PB}wP5A{d$+N1Fc4}_5!3U91gFN=6Yjlr!gjeB$c8%XWW{co81@|~0a25V2B
zZT&wj=!Hc=HlreHLSH7=u5FzBCzoMeqq@)mO^~onZMuSp7`?C?R<}5I6*K9cYO9Gj
z^H09lQ1+Nvg|XjCU20c=hGzol@c$^v$>v=~qMjy<uPeHY72_-vbk<_X{%UKjG*%qy
z@%2t=Vj2m^RaFxBa)em0Bw8=GEMz1D$O8jXF77_*+GAw77VY&}*Mn`r`+X`^y76w1
zH^Z>TjEI3}h>M7zf+<7sA!dmm$ip*XNfFQ$pifNZknddrvgeWNRzTb(T5oZrJqrau
z*P6a-gh^*n03+%m(G86%sL^7DV4^?G)0bgwt7Y3GGhlSu-+}S2Y@Ij`TGpU_3CBok
zkWzqUe!d=7BJ`pC4r{j>a!)Xl_V%y6_#V>i*OkIWq0qU9BgSMl+_MR#TO&(Uu;IKg
zt(+s&hzYDHcn~CCTfA1IN6tcg@wq<e!P|1*zv)5q-n_8;NGkxL2>r<6Y_<hB%Db$_
zp63O+|9Sr<-dsZ(CEgj+E9ZQ%u&4Hzb>V!i15<^zi<IvwcWo5drxqyY|9a%B=Zz0t
z-1&YIU13yiv++-cle5%yH^3-!vDoCb_vaH0zzPjO0CvRqv0`u(2aRhmq;({|FpIFC
zS~oRID!20;PpH@3<+6w<aWoIkK+DE$plZ-1^P2oqZ?H#2bIGO!9NSd`D`Jg6l}n!X
z5%*8o2T=cQ$>>@z8>5xs&-{!sEn9zxxQKhb{GM-_p6`j{2=(cfu?7$>0daP(tMs0>
z9Bfu$d1*o0>vlOezf_BlhR@|%T;5nU%#jFR0~bA2z&t3d*8-ch?tjNg|C7CE4WBr-
z%x$s8oM(ks0$(Ou8}<_u<ux)Fqkx^LN2uvO7t@cEwvRt|_?Abovm)Cg3{a?FM(K^R
z$3u44d2Q{Hll;vN8qy>BTJuxyZpxSPR;{Qtt4`eMTVpc+$>U&UuNk)Z@D@%MOv)0k
zO{VP~fz6YP*cgT+{pf{BPh*rANp#Ki{9KtoF_h5#Q5efHHZnu{Cu@b3Z5G4EAen}D
z%iR}gxK!J49^TDTq`zGKNM@$^s3B{K;1F499>>jvVLGP76pT({C4#9IA%r|MRVY-v
zBno2ZQ=4i97{rX1e{n4K;f|SW5R8Eyw<qy2Pd6!V`**p+B0(#3P$DUJiP-Aqg4^LT
zUCSU9ZT_R9uHOD;6|7EP$CzI(;c!TalBaZ)(<jqe`9DD=$&$656z8$>YJc1!UAx+A
z`_0C9*5KVQS#5xB8A2W~c!-XQ+`2XPc`wJXMO|H80tEfq;-N=*kNg&@ym#Qssn^?;
z;!;sp$ql*@kvXN0Bhl-hm=8k#(fw+bde$gcxVgItCY07mS7of+gk`<RdPC%n@TrnL
zDsM0V**!bOTwROHbQh$>hRbceq5a!+kiX5p88w%$-TnVFGEZyi{J)lqD$d3z!z2I6
zjXnKgChr_8L7DZrM87e5kez(!&&wP^2iHSS{)`ejxIRDs*@69lxD@^W(MLY9?2nUT
zSRUEDv4$F(E~SoSl;Wfb3Xw++hIKn;w$wpHbt_YKEk|tb&Gv<Sr7t%$kgZ`56@KPl
zED3nL!Wonj>WjprFT(D%oH}?bz182Y0xf#omb%Zc+bsa<7B;Pjk3Fe_^wC2M{#5*6
z`a3@Meb;Jpo5&zBmqAX{434Mw-tMP%ufAHGSGXhk5|Z<2=AfcO4h?fn4jQ+ATum8J
z6*pEjlO)W`ze78SxF;GKj{#;08T5%$i_bU$>#wuhTMz&%sU5+fB(@dk0>94Oo1h}Q
zy2tbNjT&>_A2hJlw)V8xPL;npc&GrxN@TiFtg{ypBVqb_jkEU1yv6l=2OM`1DXHbm
zLKr>$q%cu}(?a7N4@H)Z5e!SI1?LR<?g;JW4KGpNZ0qOEeq8e5B{~g)+!Qg9q3F<k
zGM}}|zOMCG+Luk0T!FjS^evE~*AMs6{^C-)XyuJj@Y+NrIFX4o3xCuQ(`=>}c-bE7
zz8Azn6B=}E7*%#@T%nBImwDP?<#X{v8jwOkNIs@WCTkP#uQp)#kDlZ?V94`Do}?&X
zJx(fXGi7=15&5(7rZCOcf6=Znko$M|2%fAJp~pcx<8EI<w7nreFB~csYYV<?{P(;l
zt%;AOOwC+ynGELZDlqQ&gM)V1-EO;Pg#4xumeNif0yKkPkk3tw&zxKC4~M5d9N_Po
zPF|)>I&mK~{!Q+!MGNdkX5{0WLSjv9;gN*1RQeThCHW`86$UOzTX)>URem=gJb9?M
zDV=w@M-jXpb@Ma7+D2)igYPX}vp<b>TVT7UAFDcd{xh2FH=vgCK)_ggL!$$we2_ce
z_F7gPcUQ$;8TEzHSYy$*y*G8@H%D^{+cegCwZ}Zw676Fjxl|y4r-p08iJS*5u{!0_
zBITr31>9F?EOAH+Fa8bf2NQS9^qq%V_=>iD%cB^6oIx(7lmsvT_|Bd`tnIK;tpy?n
z?;a|!?Pp~x3CaSR3mJ+(bJnb8GH(n0XT~na11pGoiu>%BEB|U|R)r%-=GI?Yu^ktc
z)7x|K{ykK#gIKl90hvI#G1^^v@_?LebQd3ek<q4boOR=%@Y&(fq|=3?Ec*5ZlZva9
zO0GXxbb9QK(M0;_v4hrnwa+bgg?qhZk%wHbas<t))oC8k)o0jL)`jtxSmg6D7UYD+
zd!J^}-@KBOqL@3eM1A+|{e=8mxU=h{C&rJx-1#eUyxU^49-+>D?77!$o&%1(6kBK9
z2l_UX(R<LH+e!bkkSOzqnTyOp{of2`E}p+vchDu#>Vy9E%JsiE?EH?^rtkmu2h`wP
zG#w{ktvRaE_EffD!kwYe^1p{ObeH{Df+Pnm0zC6YB4<C3g;Q+ngawY-#*JW|m{9ls
z^|>1Dy!#-QA$Qn|i{Bgn!=hCBLyz!~<EgCwaA$~x;;ccdl^s@ECBl-$dX)Q!Yd=j2
z5ano5cAxZ90i(_bGxIz{yXDj++if!ztaUkn3Ttva0E>xx;RTH{3Nlw(uNDPAV-FTF
zBbW!%8SG)pQ?!#^6@_%8u{|M+^Jz7s6cd50+tLC~tYk-_+lHy(lWVp^PE2>>`%kPq
zCRK+rT<wL7T2S=QYC!Rg(1DC{qxwKRJ(JIG{OkrU022`3RNbq*qiv8j@edOYdVNcp
zgQid6?@|Tc4PUP*RrOM|pg@BYcN*`}psdO-xF^;&ptn`>@PSp?ct<Wzm!z9=l%lBJ
zdN%RavfbTOx$@0mWVKr5pU3h-lOh{F4CPrrq;eNqn1t&nWUMtstfqFw-e0fUp^q1+
zFNV<NtsR<iD0a1>rk(}bW;h7vx8lg1SuW<%(sO^1vQu?=sHQAp|BE?lr^fC42CO7?
z-fX05Gknse+5z(JWY*OD_y5VsP?HKeT;(R=NI$Q`Tu}UQQ}Mg@zQKY<syRl>;;s!_
z;T>AHtJ&i)&h3?(zzKf68Se!mq6h~BWU@2zK+Uc|Ka`alFG3SA+E@a!pa8F=EM(v6
zy;^*{u2E^G8WAO(5K0U;R2UJeE!PPqKAw?zxYo37jG2}n@&EM-b#~H?w^?8T{2lej
zq}}Jne0xV^q2~*UGIC|irycZgjS1i4S~CImRS)Jq4hwP3T~>3mxoGfS2XEP2I(&Pt
z!2Hyg6|DdH3kl8Gnr2aU|B$Tx|7CFOi^Tm*;0+u4GrG<kxB1jph0uItuGb6IHQK4M
z@&+-^Pzwij#Exy~@X~;kjp5~sZQ}M!dPRIKMsx%+)rb;9aS5m77dOhPhi@HjFO{7r
z`?(TJ?=O+O<3(3n_Gr-COq%K2y&kJ;`v!FrwyZHzv%RoAacTrj*FWRE`VpoOjCq-%
zm~ns}4h1F^N4hNc&MoisRH1x#?BFNk-shdGw0r@(fg=9_CHp}}Y{9`Cp=R%G`leDU
z2ZBcdFf>x@W>%Q<575^bUc~&{z3DPq%A#`+MsGwd-yxWP#AfuFkifhJ=fyf%U~N%a
zBRe<ZF;k3_R9YB&;3)m7e0<QR{kdhQVk^7st-dw4J~bjLYN$aG@&b7G)bGzj&^{kQ
zkOzUN77>xVgCty>yt5mc;}!O^9>8!9-6r(Ujx3&RCpA%cyQUY+su#CrIcYi@#Ya!6
z<bA12$NlAe`M-=3x>q+1s!-``0+ns3%1Kg-0}8zWOv%!vO3sZ1i~WXb>Z%eme9mc*
zRwrnr7vMJ&1eZ&bt`x@BeJL1N;j?Ulnu)zT@)m$DeK*~;At>V|3k(z3+UE2;@cW);
zJUr0)HR(}{Gdo&OKmC?|!v969+2*E&BTT}E%)s&kENtmHDt%Kgsk(iUrtQUM!&%{j
z_c=)w)5NZZ8~q;kFQdI9-PhXQ&12raI^%9v#30`2bESzNc$cnxY%0&a+R+ZdP#AfH
zFsSwg9u3u(%K4I-2IshO*TSSIt9>BLH?!jccIX$&w}8#BULEw?{SvrIkTJFvN!;Vf
z$EuOv+*%%V;{T>GdLz6{tRAV~sTkBwQjKN4_TMlM_B?-NkWgbQC~ed13_9m_2jSSd
zqVe^+&9R-m9ewQWV|jh<N{=UJ!u3?yR1QqSCkOU~vMv5)z5OXIT=N9yY$K*PpX}g%
zuf@Imc4PT9+fpriFx~EqNa8$_f1ChpwQnkF4*-X)wz&ov*E4r|L<=1(*dnJDhk>Db
zhDi%<gsK~FQ@(5nDtlRc2*#BruucY9cLw{Sv=01}+tq)=SP&+?{w-u+SIwfAlIbQ$
zOW)4fIJZKNp(d3Tr2}w*N@yVsTSM0ai<<7va?z_&G}u&5Kl$HorvC4mN`KRewA6iW
zcW=h<E}JT>`!D-1s|#l=1vnh)(l+9tkrbi6LKU0H_pelaqUu^c?)`Nf$)6XpQZn%3
z@TCh%EH|U*A2%a2H7X~;?yuFzx)7U6MhZ))4n2=})MDi7!lDjcBAQerSqmJHUBTy;
zoh=W}T^?E|IPw2ymE*9)0)~UXPT&7~-P88?6bJ1@{kBC~Hu>a0N@Fo{MXf5(B}0yD
zobp{xpizQ~@5!4UJ}3EG+{RZiKBZ`CIdNm2GUleGT^^)6w5MEDRF<?egmalq4DCK!
z1-BEDM|hg-oKPGtWKh!1Y#`HMs8dCNp@KqRV&$pD<~xq|0Ygk`PmvQ>G5VOhG9hJ|
z;)521A|@_Y?<ZGk)_*J*7)MvPuU*QHRO);+i3*E}s>`_ja?r*?w4GfV^L26Es=y;F
zw0Ekvt+H1mE~_v|_h;SJ!3)*iPj<GEpM;BS>Mh^KDc$mYi@d|qxO=SOsSNJeSDxd`
zXsWc#dFqv5(NDa|K$$lCMXAeb8)IlAo-QMM(4nb2ed|%o?|V<ipzCqlo>kg&UWSPh
zz-CPjB>6+}`V;GNqnl}|bzO!-G3u3GH%$nW&&aow8R2~-n`Efgd$8_n8;U-FuUoho
z9jcnVK`B`rVz}t$n~#|5nV2MIY7=+95-wX@px(yztW#YlNQzy9XJtk9yd5hZzBNZ%
z5auafZPbuei<jq6!8XyoaHYg5uVtrF@Ws9iP505#x>y@G+xIet%qrjJFyr>c1nI;o
zISYKR(<w22Hbx3_XRFH0CKnQ%7H(E2vW>hP*`nT#KY!?u>?L-#M!@fG13Tj%iIeBb
zkRg1_xq~(<>f2eRD*jWwE&_hQh>Px$fDKy-D!`E4?0umKAQ>7J8@&7>pG4E?GXk&g
zK;suZ(!Yl>7GnxtPWc>O{Q_Ddno@vheWPu}XJzI#^0l>9MSOOt0aP>bmN;g<YS~(`
zdrs9t7;OF8)L+p5wxL;VpX&TGf0K%ZtVMkM?g990i_zG^?-RjF;E=R)q>|w4DOHG}
zU~s@@l^h!610oC|f+tRRFDVQL7<d@bFk6q~<wllDqL<Y0EVGc}>?kulbcIpeyZW}r
znY1URi@lob|Ebc*#$sPlB~GVZp%MPpiMj6Z#5~NF<m~xo#Zt<m5F&Qm+Mw_u9ZiH$
zKCi2p61}BTCRS2Jhk)EAUz#-gMMZxY5Jyf3Ecqm6uFI6br|HH$DeMJl=WzM8bw+|=
z+4^^OC|CWVPtA`Ri7ouJIkghyJsp>=*3=0jdN(@5?aLb)_h*A@0D{A-w(Pw`n|nxh
zfRSE`Z25T7U_+#SPtYCp;p>cERclh2^zwRQB&;T3`=a?qCDDsh6Q4HYgU(jA6l*X3
zZDrAb@es8i8qNBums?miIp*`Z6r|x<UzU>jfIM+az67V&o)KvHHg}W9S<A?xXnSk5
z3iuT<dEJd*=oY?I>Rz-Y7s*~R$sYoqY)4Bz5FeHG0=UPsyVJRFd%k4b{+;lr-U}A}
zLHTq779)-nJ6XgetQ6Yaq`^~fIpzA#)r@!Qy>nhv9x?RguI-$Sst(P^6WNXQ`=*2i
zD(5ZGl$zhb%k|t}zJwYtZ)AK;-Pnq?cUQL)zcB1S`Phfp|2SZ&Ve!t04pBFt$&3Mv
z9T({(b1cTcJQH_DF|Ip$#ADwg@)2B=v6T`bIbC_<8S_hjk}6*}dDgGs>(Zau-dKEt
z=Uu%`CzCEWy9V;ii^+~Y_0uxD2A%qzwu<<aYCBn|)Nk@nB|e*(CaHxHMpLJWh?+>h
zoBKBuPt!ns{#d*gE$IgQXSa73sKVI)0w!oo^|x_3sM&C7yTbm@^?IJE^m9Sk=7T<2
zpN7~D{aKyPzwGI<*r8XXguU#hqT&oH+6i}YsmdT8p*l7}%g$kIy2fDk^&dIrxf-4?
z9+z?`^((@qrF}`7vV`pWyfgnj??+m)Sj;6Pnu!!okA@kxpY$C;<hbS(oLFCa0{$?3
zrO;fXuXg8wE;#%?7#}$p1{yLVWRHTQ(&hqtV)?{_j0@F2DLE=yizox7En>)P*<@95
z`G&Eg%sozQOua1RLY_{}Qw0(<j{L#GV<*s$uQyW5X}>wp&|lb?i~~gCday~ZEm_;T
z<ylFlk@s?b{l<Mh=f39yh_@2kcuf(i><spbKUZeb8tluDl^MI#&aONgWfNU^iekP|
z`)~=7fm7Sv$a~%AmSLVjE-BJRV6Irmv6u2g)~!n3wtS2tlp@+TOWbdnNAkP*SuFHu
z%KI2kc^QM+7fl2NMnZ4Qz^*)eH)#C4Q7qqzA0Ji?&5Qnod>H&wqoAQ^+pfW{P>vdR
z47&D%@oBQ-2+bCG10QAELGEGNEUjH)q8w@a;H3v(NFw#R)kutx$7r!bNfo6TN2x~M
zs$DtDE)Wp@JRGi3ia!2BY!YmG#{8-CII%2L+*GXh=8|(`fnM`~jhIIhgW42I-+ph0
z8Iv0R%)6`@zsOV$E&Tz~kq7-mI4hqT#{<WmUZD`E0V%D|#z{)h>oyS&&Kv*UF_AW$
zx7z&J+F;=vs@n|N_3}<A!+ML9PdS4nIJVwnY9J9{gPSz`#%JWl4o5R0MZbDuIp%n$
zKILw1gw$wROlrAw8U!1rA<n4dFLBJPSN5L2T3@<UwrG`)g>R_cTUB33b=BY)H~tLO
zX4HL}RW)!ukjnRZ8ww+l?)RSvDU86*dE)fmOA{81qMb||W}L^pWeI_Y4^2zZ0HZu&
zx|s<4H%F=_9eXB#w<V}f8**tRFazBb)xoO_o!Mo0guE#T+v5&zmt$^5JR_Cp7iR^W
zO(z5zby*V(tf`UL_15OBMGp`0kM{LNYR&B1ZUj}&KjKX*j4B^@gM7%&2GQ5o%K3)|
z`lSGCPl;C>TdH5&l^MAIOk@64f$H*}cDQvIG0A6VMCR@K53$<j-*YAt*~-m3dAAeg
z=S(RcTxZMR=9U|bwls6s3&fy7*?}3Hk>10f$HLQnz1D#3G8A!B{FiN&$I0F;*GtHH
zoJ;fb;RI_jH{eEM4-#!x{Vw;dYzt;sumB<M+rcDcmP-!)l3FeGQF*zbmXti_;LGob
z8G8bAteA4Bk!EY^Z21Tg`;uk*%3V*%^5J>o2I>q*>I_Ga+l9@VyK5)K@J=R6ZU#Yc
zc0FvT{yy=HI)Axvq89Tytgzi+2P{}q+A&gPGuKcnHm=U!B*L~Lc6cySo3Y?{7H@^c
zbU-ENQm^R$V0?zG+#R|I&F-!7F36HPbT50(uf<1^1Z-$-+2I@SMv;qc-QQ7cBW!<s
zHEmGKOvq|>4N+qbmTDXt;$7AhVZl-9azQm{>D}(ksvz2L>|`OJyrv<`^Ozy%v7+Ms
zCVS4~uZ<boYj8WIU6SOCE(>wmT8q3UsZZ!;Rx@^LBTC{HtRwI)nK2*H-ilen-H(6J
zo>r#i)74sreBrb8Szlvr1N0{V`G3R$(~dzNj)B|nK1_zrHh?LipBf)mV>3t`Fw9o0
zuzMKVAhl%Lh=_n<H=S~>HNM@uXHxh2l?3vZ<VV{rRN}mq?46r{u->2%{8j2sPtzEv
zV<1l<Ca5}kF=PHXBm76xd#YY6%7Ye-TE`|4c!*}vZoc>y%-C(b+fxnq_?IR$Y4q`-
zWdG70Ragy4tcS)QSV|K~Q)}&}S<MnxK0}1x6Uj)Zi6$D0cZn2tG<Hg!$=|2+!a1>O
zvnyE7)IgG)vvn+3=XIE|Up1lON+5hgmk^))k@*0#Bs;FbJ?86_WUavO0WOK>GTnr}
z%ck!(Xs<F%)q}O-br<83GV1yQ{{nMWsZokfl9bV8aZQ$01JC$TIj|kfCw@4lUbsNn
zy)KJ&_Ag5?8g}yOVUcgJq;Fn@Ln!GnmAGpq0wp6gKZUg)zCm#;NhEz-JdjcN-bWse
zU`1Jt7h)&%uwvb`-7pTF_QvvM=vl*`z!RvL+e4~HnckcPVM$umCQ2-1=g0z{qKR1k
zDfVP3kM4>s6W4NH>a<JTv`bMOdv-SjU72oqsJ{uM^d;++>r>6sF19*d{*8mIyg|x^
z%OtEj*4A9yA}p)8sK&?b87=LTD?wEuBGjgJ(;(m#Q_V}ra3XP|A+&mX?xgR#cXFl&
zv*3<YTTo)tWIC&!(jG(aUNIQD_O|G+IapY9#R4s2=nAI?o>i&wZ6h0d@tsHHQ5GId
z{!~h310Z7_N0ZZ5vftV7->r9$?(}*)nBX!OZv0D~{}NckG>Vo~s*%gwxIN}Ak>!#*
zHo*C1{0Y+324!dn2fycr!rhee)kO1EjI_rTS_?Q2opuYgt9WPk#X`gmRnW9}G!`?|
zr~HO+g-fwCO=2+%@6KX5il=qCKz8|oPPImYnxV8B=GxPpsD}FOLXF?AzT^8c;T7{g
z_NWToNzRmpDu(W4VY=>o=<yX+_@4@r*Q+=X{>!8iSqBC<>o%Y@myeVwZ$P1CT)D4-
zZC-fD<=@h<pq8<*)AJ6IQ5I8Ay=pQ{$J){@_+IyaJnLfntlOh;P?aD<zR<!zLu62o
z`bDuXd?PF4POKEt!>wC4b5z|Xh%e{cowSY#nia~M_pB~^t9U8dM%$Ez&mR%7N?*Hs
z-erIN-EBkh&f?=Ux=83Q=K4(K4d)A+|3RIgG$`YCCr|LkR%v|N9{Os8locZ&$Z+~d
zS_&no;v+;#=LhuMSGY4%fDDh(^>RwGQt+9<ElaDAUC!>R(-({ioJ_a;WE#DPRDg$`
z-^Gxk2-}y+?y99njABQH>is2qQch(RW+`psac=OoIAXH|W0QT(iEnw#sE}~fm>vlf
z{;iu4a^rq572-C()U$`7b!S3ln1|Jv{W2#qQ6GJL_7=I7Kdpjg+ilibFfw_F3iZqc
zc4S{`cPY5$;Sxie?5=2dO>Jnx+`XA-t=_+D2_9|z(WjYJVt#nh24JaCg2|txo~~JA
z$GKdpu!g%U6i0djq<smms+{7%R~F#|7IU3>^t##vmpo*Pjc<1h*LH@BwV!FUuxc_p
zec2B`1S+Vzuz@nECcGjf{kFRvrqA2&QD4uwaK<gYS;(KZBoyjU?hsG>T_y5)Ub!fC
zFupU_o>W+CYIEc%C?m-f@_%sm-ce1iZ<jFYL5`qujtYoU>_`!mBGN@gL`tOhqBLni
zdI?DoR1_3Ydba?f2SHi_iHJxCA@mR;(g_eCgh)b?d4lIR?>pbSzV*E`-^`jd!(Uko
zcyd2?y{>)jz3&R;ak+U2vg>)xUV)nOEwMp~*K<K}6x$V@D(0g!J7Ia8)}WjaioUYF
zMMetqZgu0$QPbLm(6gcJI#7HP)=~pD{mE>BXH|vK^`WauSJ_-n<3a7wp}r<H`3I>D
z8r?Yq5w^bkbMN38TeQe9VXQ_`tz>m$N|vE#eJN=sicX7O4VRQMmRQ?UCu6m{3hA_8
z;zcWpAH_7Xc|2C$n2rnvmdZ}^4@N99<mJV9&WfBhxs`E&{ZZ;m=s>x+SA$E4%w6wj
z!;zIB<*OIx;VXprDm6hB{BxV$-kYa!VDZ9JA>wGGasKCBbD@ibVIa;(cOIbUnD}Ze
z%Y3;xpS^v}BlnS(pRNrxund{zpx~&@uuJ^Ry!bG$kFGF2>2S5kIku_C@Bt^zC<+P-
zXrDyL6b8M4LXtI>1M}2`6ZAadlRWBxO_TaocPlyB8h?!I6l?<xcx$}3S&{H3@q^S(
z=C3`vuKk{~jtzxO@ZHh1W~o9eZ#3u!DiUlf-Bof>$5EBQ$s$2F$34I(VT(1pj}k_X
z>9@w9{t8Of`@YE?6hHyNlaC%(5|w~bstpA`(z)jk)Rtsvu#fsrjcj!oKFCZE{U{ci
zVy9X1%anO;j&#U;M{Ka?hCOMi|6!+me@`Cu=s@&@`jm|kDq|CAJ9t2EDMB!ntO&9i
zHfAnHecAkbW=?V>LZad;PZ{!v`OBC??cU->*xYm<pP5Zr2F7p1tE(<FMz}zn--~^q
z;e<zQ7-^~dyT_QPQdh7JvMy=W=SDwi=25}13#oZIvv?4`s}+lNlNwF=z9RL76P><u
z;8z_kTB-RK&RZ|qw6kSa1V__^g1$5oh7vSSgKI4tGbLzVvjZ+ceU(_AZv9S_oxO|_
zVXNg`S&TvPmxqo{xP9kcLyrzXzSn3xo3JhS?HF|@T>bGfBpNDkW!mrZ_?0ixoq%A<
z{O`7-wXh38G6Q&HSAY8j*x?cVkC1J*Fd2WC&Y6bz0bg-`6zL6e(RqXwK32iX=~*8@
zm+S7>Jz~$KQ3IS1<*q9e31a75;e;Yy!;vBK_r4J9+kZ`o?FapfS35Wxxx)Bq0nD`f
z{c_67Bal%Kt&lS!NjDOb7C9%VD>%ibMr%3y53WRg6}eHw6V|gayLSg0A0-v6Lp-fa
zubjdHC*~&EPTTM}r0Cfcy-?k~d*@cVuvdm#=G;Y!(mTeL7XJ#Pr^n%m6<Rbs>vsRc
zA4c@=VS7Irj@3?&JKR8Ax~rAsjI0jqy4<lC;#qi_9-Q*PgmL>5HE%Sxn+TrP#;JBN
zHG;xQSCgy-Js~eQuexV!53hd`;rU>MJC|>(1%4f`GmObb8K_rX6Xd>I2fZcC4ul_0
z$6pwLHoN)FwR}1pF7lXR9O*H3wfgV-V}FPr{Qz6dhxFV}g?#tFQ|<Fiw6sm!V7m4X
zu27lk4^BK)f`P8wTyyUa2&4QYtS1a#c3P8YD^M*zWeLOCs;K}Tu0##q;BMpWYkMMB
z;y-~yh+^-m3hkDVYgq(SwD+%xJzOpc93VU$&l{Cx(ibFilIwZ}fQkRNaNA!T<OBG*
za_e`!_WHs9fXMw{@F&g#U;@U6#c_1wO7}droUZtrRFSUv|Mpo$dbAC^c?Vw{+;Hq3
z<&dLyodfCkaRvL0=I5VMF1^-~v(OLGG~9B2yUWFhTuiEtg0B7W+V~oho4kTCJ`6XJ
ziZi3>oL`amM$N`(7KhF0DS?n3k53kwratQ%(wjwJ8t`SsqlGVxiZekC5a{(@NAVQ2
zbAo~HZX=r>m{%s`;O`5ND5>I|S?`COy>C6!y#Nnuf@2*nsO7iph=z;_EVE6)4vjJr
zy^g8KD&_^ZHT~`WlRX;}$gGI9nlKI+%jJdy%$uAwhBm(J1h&%C5Au)pEa1cUyLf*I
zwD@-W3*T%Yvg65#!f*o2oQX!_PQYldD(@e<QzwQ6R}kkL<s@D0a;Kze145gku5?~#
zv7&8@aRWlt#&K`a{rWlOW~NOl<pK3*mHLOy3McF(NZlwmZH}+d^wzwV>is4%s4l4E
zZ}YXhdR0${U2u3zT8x|V`LuOO9CbeUPK>MxbH9xXE`YC$bu_Hx-U*(~xU&QGCL#DD
zUi(sV{>hjb*CFzk5QqU!UVz#lLr_m|1st|5IZ|mZSRSHeC~iDWYpR&enY8u)VNM_f
zJ)Jm+-7v@#88tga*<?6qoQs}wZF4ex$IR4n%{iknRCSLDxo^It9+<r7`aU(fBI`qM
zTxxLGZDmt##v=bR?UJTuwBZ`3p{LsX9V*k7eP7qmC&}(NVuKc6-(}L{h6bhvz0T%T
z5tc061>QR&?v_V|toZr1PCC}zdgc6LnfWbntvc4uJe1vY*dw?iJ%R9M?u~o-s+@SE
zEA_%z`rW|1gBL2|6FPpZ_gI{6svj=)Z{ZDA+S%rtovkC~8$0%}c2XO7S0C6*l9QU)
zhFD_AQ~Uic<hT+Be@Ov;Y3#UH+7ae?T|Kl$V-e-Z{jl5AQEtY9`SvVQZFXK_|IFOy
z^TkEKZeiHNT3xid2tZ^9dkaZKYHr_PRgA)j?1mME?S@q>A!2s@p;fQAmbBIYxj$^a
zOk{y?;yGu+oFdOOI@MKQo}CJa{|LHTIwGW3K;BFFF(pufrbH^6KVe-z<UVUW61`;b
zF00~CB^_{8dQke5MqWkaO7ann6}nXY`9>#r7(7`Y@JdsDmc?rxLYA+@=3AXQk1*I4
z_j7oEsqdi}+DW|eRNN2|zJYVwHl?x=X8p|M0A%>O&_)g2x0+R_HLS7x!9V}Y4)fcA
zZCL*SujB9y`T?Z~`(@4+b{*Cg){NO=s+Oumj0$Y6mgtmV_e!dG6V-Ct8K~!mg6RbE
z63c+{XeCQEO#2YrH3^&3sQ>V_+65n9($6t`H_Uq`)lPLpmavb$6oU4)B)>ANL>$z*
z6WT0Wm(Y1vDcc1HQ-Yr7YqTVs?bRQg6>d!ySVqDxNMuW3;e_+VI#f;yE;#MSg?09T
zBpb0xMj&RNnCEG|LBbg?hKPCI4X2dLb9Xxw4iJh)EQfOtEj)k>Dtc6~JtR*$v9*s;
zZJn8O@{8f))njGB0l#_%QU_QQ=MA-e5=JDQc=G*baTZvRI<-uOl}logGcJzi?1f^&
zdK6<ofSb;lUj3O_;pRbs<&K}~MYi{vVU&8w-Vld3F@?52)^@)a)cW3OL|tofF8o0l
z+(-NUs6n54L~nRe7C}VQ4<3^K{Y=QM%#o!pwS!WLD?j0{le7ID%lqEz?EvMOSn65>
z_m+@|ML;OAY1?@I{KiJNj375db_CRTev*-qo&MF7yt__}0BbcbW(=R}<E1&4hw}Vm
ze~+x%lP_*;h33c{t_P{<SiOcI?XNDn(dTl1)xLRq0~OGj^;KDx|3pH|_L28GCxVWK
z^fBpozlL?Vg}J@yin5o@t|42)^@$|#HNw@v&M@2o&g*QLm+=Odvw!fGzO@5jQeG2^
z8D(4F1!9`8sRp_yzVP~6<_G_drM5@8*_v?eXFT783)`VTi$`1-&A|<d*Um&kFI6#p
z1Cwa(u8jFDY8V4U)~Q<j6)7BoSPp^}`g8)zFxOvWQm3l6wiScid3ho)%&@v*vos7h
zP1t;aT)7Uk&@;>}5f{bmkKEaD52leVp{I2<7vG3yV1=OBI%pWDozII$1(r*eEVwt0
zpdVVcR+?8%t|oU{_Grvh$b>3|ou9m~6|t%p_D=Ro(pXMZxK|BOaR$~uw}oHsBcy39
z8eX?ke7<VYDQ<8f?|#;oD0^@yTpT*t`C*dit<0YXc>wcR;*5w+*MqRaBwUm|dQ2KA
zG=@~MwxiWdDD@#Z%Of%(6*!PgRx?VQRZlA;@U$#+u3%m~_U+Xce&J6qGyGzjG+hS+
zUvd+oeQf?ZmnTSmGuvo&My4;Y3a~lrIvW=1YqlC6-+6P@mQ&rk95-Xxocnrvg<5lI
zl7Vh<fpDw0ZTc4V@u8Kqcqm790}bG;L0B7C^5?0Y<H<a%H{0oM-cR?Qi|J9>c<&^h
zIEVT$U{z=B@SQdv0~OZ(9d1;2E?*o4CEH+MVSZ%X7-Q)@fsBaek!xY_2;BNLp=D?l
zZOGlVdFScImvPm_Ev6Cl#^JfAzlo5AePsZ5=;ZIh;brJ<J^ueUUlJ&gI@WKON7TK)
z$(o_M0hHRLmzwcQ(~Ac6uxXl!4NJ>qv9kss%U<{!dT^-CWVdJ<41LqEG86goB_Ci|
zrgvLhm%1K!Vc}@cE)9w+(tFXlNHcZs^{c?cNzym9CGvp(uZq*m?fnB9^e5L^=(W_n
z?LaC1^phDs;4MzUAIWe71S7z^wPP9x*simFSn-~+<q&b-v;p<;$ereo$2h#H1E<d=
z+ywe@JK9+?(%Tqd?cNcK0s3Zx2WZ#Wd%y@bQT;Fw-_7vH7jRYSaO_mWM1a7jU0g(;
zLpcJx?KS{@FIS@0|B?n|4skOwn^xq>?yokm<sK%}>ay%5s`CcISF!Vbm9zia#K>bZ
z&|wjs-qNFZEmC4<4!U5?y|v1FNY#2B_o}L4Q^*9q@O)=={18rvYeoWS`dDTPH={2h
zumj8T_@I;<XkA|*xyJ05KQnKOpS8LhKC@A$&5W~SEhjcI+}`aB@$=0f`Sc6C$;R7(
zPBN9mnYES}fGkh9x_Y#baju%t6<1a4lBJZpLS9WyNVwY7vDG(oizGQ_8ghN|9(N<m
zhse4)Cz^CQSRVzd(YLjt-(H>sZ~lRqERP>~cVVzHYboDl#jEPq_Kh*KfIF)Dd%R@t
zw}91#BmlNw*9s;Q78vew*<1byW&UKU^MhN4)8MgBRo4ZvDC4_JHu=O{S1yGo90rM-
zeKRJ4rUx?4m1J*`wNjD3M1BzqdSIs(Y+f(y%tZ>H3!#6HC3fFH<*GHKhP_s1UdbNf
z&r5+L*|6C}yRCyG`A8#H=Rq=AQ%nyEjI7zFpZ5iWdA&Iagl5e%Hkitgf3$*H%)Bc^
zMqz!_N@k|4GJmRcbNE#%75fXza7#Ww{Mw8x?S_D>6%SiAoqtJP26!L?NV!C^CL(rf
zUa(W0fThb6?M$fUh`LTrov*&BYM^EFOR@0+&(5JkVA>t$F|Vpq{RtsfsgRs1W&`(<
zlESM#EialD{He%V4}at$Fk4UAR+n&2Lqcol;DQ@PyG38zw35NMO04VBViiD5%u9`;
z0_$wc3pU(Ki0rygrm*={OY9co?}k}YA;n|+OxS~|+t$pxpRfIS`s*$67Pl{fIW9}m
zr0`L3v1{I_{E*qK(kf5;*F)Z#UPjGeUdm;okBtQ8>uXoeq!}$I3eDklz#mE<imBHd
zTMU1KR73z#_UX9I`r+EpieOvr-6(5E^jq$;R|DCLyuap$f~S~+N33m4CC>Mi!Vy3$
z?b*1bFss(rxusCC=dj3|f^ZlRXYP5mhs$8!?hG~Oh9tYK-S4-Yi+(1Yn;2z3JN%+&
zxMMQm@MIN>6^O=^7@xu}Q?`V1#UyQi<?n=rCD^g*?=^+!36jr0=`L899x+I-NHQQC
zba1rpduBRAlBQUPWk(T?tC>pi4S7-Sj++Z-_eL%oO6IoZudF=e_J{jCCO4hNc%<!{
z2WNP2n90-xQ_|~|(@(=_XjGzHViPg_Fjt`fhwjsp8D+2K)N3E9woPPXbgr^-BmVEn
z@e#ka$+KE3boELt`(>U(%IZ_xjCOamvZN+#MIGOk9BDZTi>(MyPU261>cCznLn~M;
zrt!8KbrL%+y3+I{u|WX3lX(E=_oi6<G9o6cLO3GbzDC@p6=qTR)(Ld%Cq+R3mt*q2
zZC3J)p|<Edr@E|O-HW3dUwF5S#wrl5UY{fKBx~k^R{X$jJZ^jc)ly}z5TPHcC@c03
zy-3(=V5ud|gg!I|p*!x45zStUVn)2e$X8uwtt;SGXqT#N90~UbEKlbg5p?=$?&cMh
z+OWs!A1iG%Ygl5hnbL!hqi|r8l&6m>9W9(bXR7Qq!k?b?GA>QlUCYp@*<k?SQJ$Tg
zP+(qM<O@cmAFfZEaQ*e`Hc4|Ujek<!UeWX(a^jMY#9_T2G<x>)3l2xJarwckX|0sb
z$ELcjWb{x~U9mmN*9GOP)grJpPs%3->K(64dl90##{iI}0o#`nH=2p_ncQpVXwAQ&
zB_U?r+K6Q@XSQZVF=Gm<h+#K&+JdS)f*uE9=~%~+pG}TTT8_!q_zjX0^vo}JIOYax
zeHxPt8P{dKjfGI@d6rw}P|VeZ+f=cDRsuopv`eq9I2u?J*)B_YU>qnq@1-uA1UJMu
z@yC)%AfKY3kG(D1X0G=(P07*uTo7-!<~^*#Mj1285D}J4V(V;<N9NBMf#ov<b9ys^
zZ|3Pn@ZyN0k-^K3wd)9xi`GZhTK7gS0^BKJ85cT@V5?VUF+qU}zb>;wbad~s`z&1)
z><gVhdXLN0j^BHpH9?2wDVq5vi?evpY%PYIT0RxLK_yz#${4W$reE3C9`02qPd_PI
za0aG)e3AiEjYLP_FX*!eZ7s5+pgmwBsGvAKFAxWmPEXUIB*aIp4-N_RO)6faDx?9{
z+fi*Y=8WPNMxXCFAKWiG8KKeWl=fneO67)!7v@L?_FnnO$P9Xkcx?G|H;}0(mRkch
zz@;MzVX?lV(7y0=IE?}_rNfJtZvCi?P8vVQ+GrNoa9?ui3>&o@SFb;RC~GAzJYY2l
zqzGsC;x^beTFlgLQ@Ur*j)}@Q->RcG?E2d(GA@fsWJtqM{q*A6jsZ|yUuW_}i{_ag
zFREYoQ^mrG=M}LJ>?8Ud-^Y>-dPeNSOUil1E)8p4degh|p~?ir#^2{})Hkg>>0HOi
zpEg4S<hnN>4-7R=v|tvKWD12o=X1!D!)21A?9Eq$kWuQsxu^wcG7A<Ids3CN3f@9S
zdGamT2k|?v2G$@U*wcP6FG7Pqus+|>8GY;uv(C=aCP}*oIcDW*S5j3)ZnS5=(hTl-
zvUsgy!j8@doOPdfQgZMit8Q9`rpA>-uQbEQJp`WouqM`#Eo&-9CXV<Vml7Ikw{Vjr
z5BS?{nf}BP6ZoB$I0Q>hyM$5z`szqOe>#p<rWW{-<vXb=JnGv=o%(#AM`Gq(K;Z(b
zS{c6&?nub7ZQE>GtUz>-hjhZ)`>;^FENSzXg~%ZvFzC+=$iF(18WZnAEF=6v4A+Vr
zTRuA=I4VO3%yUeHeyljCylDIGjCwJ_?uDb3z;Li;7a*yMD+6fQ-4v#U`oE5tLMN@z
zRWH!`N<8dyHpX3}NVqYHUAcYd$D@{`fG{MX1A(U=Ae<Q+1UnwWMg+!`m1>?lRIafx
zD}H+>WQ0Cr1ufqB?m4$=_o@yKVZIOtd@FLNRIY#$*hcS`6a1;Uf5}U{PjFPYuWBR@
z4_SGpG~u1q%3kk3JGQoEK|&C!-mHoRiw20JO)HTR#ISOm!-L+b1w>q%6FZvtEgwCB
zX<9@h!Ks}grKVN1Y~j^)6Kiyh(FqXs4i+ekIOTmB@=0x_SO3Tm9auTINg-5i_)z}X
z)@B}K>{$etaL(mCVd?xUo1USWF}*|J<jf21p>;C@2bAKyS8I4KpXcxzy@ro1tMb+5
zYf5U`#CQ2(+qXh`0k9zjol~VJM1*^2-CGSQS3AO=5in20R$6bteI_YkH9HMUsjIZ%
z6{0)b1XiC$bdh*6+TT{0aT(BLGq%L5o<V^Vwou;<CENsaBJ>d5=}H0O2q*ryhK<!@
z%emc-7vn5f6Zg&U@Vf`Z&a7SI4?L+^bJL+R7DglSxvXcZE(SZ=vF8${3ZeYZO|93K
z4tp5c+QkSh13Bc1-2RCch+nm$N!dPy*xkU$yt#tn%Vs%So))|0wN=Y=*sCOf#DCU*
z`vKyUL*scYV;}AP(Hmk~^y5HCM>!XOkC!6t@h3PsDB4FY=K14VQMsvGeeWj=L~qi%
zeX*o`FKw;4r9P_KdXjRg$mE?ZL)sp7&E35@2r#Ly15D@h3N#~SueG_CSpgCB;&aVZ
zV6CWkL|nUiAw@03cKUnIgq#D)TVVb$Gg1ZGM}JmVXJt7|L0R!!M*Lo?(xW*tM5qai
z3TojC0rr`#o*zK0?$F;>opJf7L`GgV-Rx?LclEb|58`(a$VN3d>47H6ZH?=%vkHDP
z+?Uba<57f;NgVru0J+a{6kA;ZM_ocAnt`J$LLrMcxNXFer|f6bdL8>*8>`s77w)Hx
zX;MD#^JUK|#P4zE*g4B*DV*dB=1MRBUlQE^Z_h3|^_p3P*u!JN{-@Svk^qg~r-kVv
zAf<XTu)#iE?vs~^<>DF}XuAiM;oeoHU>{LzN#{%*h0g$8)9}yVa>%YZ50^@BauTux
z&1Xx_l3XrlCH}$0@BEY2{-3Y7`ybR0=1Bra5}?uxBpz1~^}m0M4ibHn8B$tMwOV9{
z@=-;<BD?`B<@i9)7PcHaE}U2!jV>^G72<1}cQC7$1BFCB`VFI7ahGWk_Vx3P>jz1@
z^ea3CB+r4*s{_<#UXax#ImoDL_opk1vhd-|XA-&L7J^!oPa2n$<2yUub5n#$!p+1x
zIcdr&q6`;4;(QW_Yx|0(ito#Y7G4+Bpk|7+$53~XeH9Mo0VFZO>&Fwhr4#OA7v(0N
zD<U1=(j8CX5w2A{`PPnqYbxtlW(L^r>KvLPhN`G`Q-C6`8%G$a9VH;@ox~X~)k;L^
ztirWerUAWBM~YaU6tA8W!Fiu;>3ME+-Kf}W{Tk`Az5d4L35%)UzNQ~cFt9vIF_JXK
zU2)|OuHf5JeEMs&{rOA7bgjaACw_;%uo;8mOqk8@@<Z4a>Cqao;+@A*$Km%b5r&DV
ziy;EZ&SyK$FmqXT;f8Fy)Z`FRn+o~t1*mnln#QF>p>D^)g^!>OwS6$8f>_LnIVVT=
zUkv6K-e3j(+(k?XK-tIPh9%R$kPG9vhuwjs7-AT}yZ$Ei>rSYD--x4Ab4BWOWJAh3
z_frvevc2K5Dz8P-+^vfjYv+|_g8%f|K8GgB31z#wGVvK;rEC^ZFBTIH<e$s6?wcPB
zH^^{M(u#%-ymRCSiq1@A$7EdZCXc~cPLCKw9|t^pXFivfIPLTvUi=Qv-0Sa?Bvm#E
zH56QUFwi(`T*&sRfK6&jNmIRya9|;bU0lA2<ELFU<svOifvlorQ2LAXx-)WwU}@bJ
z9^BQ1fxRK~|9!7Ap%@%DUrLkJI>)rQqH=+t)T^#)eJZX?ZRJcI!bY$J%(u@*902n1
z`*;hk%xe4B<@+^2LQnhgZdOJ?uV1R0-@Il=4!irx_jBW_a;RA<iedQGI$oRNnfjr0
zyP+l?=zURW%#rE3w0C1h7J!cPYw&$}>~$&7C;i!~r@;Ym36M{+oBOuigwG|$SFZ~%
z@K-dEMj2P7kz#MOy*O{rb-C%MB`}lpU&!X?BCGi%Ot1H5u|LT;m|o&BJ3SoS2^*+K
zI9YN#*}jlnFf*QOAckJw!W7XV{Re$-Ii6lkYW|usa79=hGbZ&!Xk>f{5j4B?1k5Y?
z=qV?rF~`+CDwkT$);<U%nW!~ck2=PIpFmm4Y@Hc}uo4p1#25>t$GNObJ^uQLP9xd=
zA$X@llF-_%|DO8zeya88uk!5%E1`&|gvH!iCo)jI_)#xpKDB(T@odgk%S`rc<`?kL
zqvET-c+nb2Q0EyX4d$?rXbC%DOWuzk=g`LIGD&ktG7QpPk)9e(+RBj&{zs8IJijJU
zFpP?Lz&awSQiRI7Pa7G-t#806hgy_#21XU$7PiTJeDU`pjJWEKlPJmZNa?qG-_|U!
zD`QrW1C|gvkwjLJN<nItqvR56+6;$QjwRZfW<7-P1?vd3qW;`e|FO)0?SmliWS31U
z-H6ClNt2tIm9!DTqSa!{Ds&e$jl0nN`d=e!-{?!rdx_>{wynP?o+ozrpPIIA1lxbj
z^f(EYGHba~&i(SEX+gz%&0C`>0dQI*Yni7ltgZNvn8Q01Iu#!IL(c66CiEVilv>0}
z;y+?gHk~{)@AcyKcS$^TlYx8^(}TrF5&&OVgtznVfZqhFLWmgvpe^n&&nb}nWD+MC
zz($uY)bM>C+zavkiUBo3oNhfM*Wh(>AtH~t8NdcKG%b^SB7j((^sO9~m~gMsmvBFp
zs@gCEzM(a6#*3<0Hnt)R#utAudCwQ-K5l?xKP9UUReM<fb#EtJ{dV)Dea#(1$m3*@
zU{G2ogWeUb2PkD5F{0nkd{(cSv|gR!rVJii-l{&RIy>-o{4nMt0{{tu#{R|g5%ooE
zbmCfR6v6Q=-qOFxuob8(6kuYJlcn&49Y_VEiZK1B%xKP;br0*!h{rNU9jj~a#}4{V
zMg)l0;uP^y-H6=6xA#YW@osJx-c#zC%9-1F_a*fM7IGcF<?nEc2$gk0<q~CjJitqb
zWkzvjrt>u(a--y8R=37F1%rT#JMedL5J=!CxYi!loa@hzcFg=KTbV9z`L^6`9dK@a
zU`g@pkzD{Z+mf_btHxPhOCN0eX!I&t4zyfr!4o|&mqRV?YWf*QQ`8o<b;|MpF%<-}
zJh!IrLROxuxqKhEkx1jM7UODUhd}vb(pbhwB+no8G{z>-MU=x1NlmL{m4`<-O5#(u
z-5i@`&z793<*U7F|B#*;TW8JxH=pFj#Ppg{Pw+KvEE~4^QvK;dq=;1o-#4I0AdGm(
zk437b;QZg}oS+K*DM@SM34IwwV3~ZTc}G5v8mX47o%c<>N=%}ni9<c)q^^)~-r(x8
zn{+>90AuWr-@vrnqzur*djlSKXXVi=RT!{kpz2T$yYcJ!LH@wbNkeW6?IqzDO0|pJ
zYT|8D?uy{z@bneX3;55BS5+h7<Bf!D_&?fXzU#_t0mcE#epoNKGB4DhPFM9Hp<Tg8
z>(8ediJDCF{`%>J$<!UfQq3p^oKZq65Rn%80Y8;{dQ5-L%e`JP)EMxcvu0m_IQJMg
zxHMe>>?wz}JnHTQIad1D1uo40S+u>ZS>L~O)pxu9tABQG6d_Eo*~<jyEH~eb5u|*+
z>Dvs}vI6<&x^5j^!W$L2K5*DAHY_Si^KE@?nU8V^AfUZ<v}RU;>cx&S``Wj%yzRRz
zK^o3vyCJNVn)Ratz!+RtrYupw^(Da|!+Byo@>4=bL3EZWTs#8y*qf#}WtmOP$#azQ
z`Fn{9n2%*Xi}$B+e+#j=^T9M{a@FA2r&XDIPyN>VP-6q-^Q`HtS?)gaSgC9MV&eS$
z2%Kr9^ghq+hHn~Vh;;tOAi!SyvrqK|>GcU(gqA=7H%Ac7rH%po2O8X%R~zom*;um0
zLLNExUM`zD2g~)58pZAbOStg%w9LH$#pRu*y`iX!%*I8%w4<n=Z|Qobu=?j&v98ul
zPT?!PYtFklm%Qowp)aeuX_NEh$j0l<xt9C$8&-=Hhka6o=78H|qH?Q#8x#m!9HrdN
zTZU4ttuMphHCEOdp`akEUF}r2*uT_I{|T<ecW1!8huy>0{<Fi6^QGNJKxJSi>_7R@
z)S+@;y5=%)rybYl37`lw^Y@kt@Y!h<fJZj|WQYKtFNXk$eb^Hyr`hRhKy?p^ACYB)
zO+W1TdS%Xl9JKy{@x4yYvhgqj7@k_Q$d?XWY>>y941f6o6rGTrT74k<IcffSGW#mK
zZ}<Y`u+wU0?CvA4!`eNXG4$x9$E{&jtQC5~>~K4j0(M#roA~{ER=ag`1+t7sU^e4@
zR?ohGq3PY`a&74M@@`%1`O)$o*{xOa@%7)r7<X2^@+kshykG^8l!DU1u%piMqa%_&
zCD?e(-@*zxKF;!G&y?LJ)vi8x2FRFk#L?@ZpUlrL>b;trjz5Lv$kqAN`J}$GX;|Oa
zJ?zbz>;?2$aTp7-4MJ=3FN1^_3G=BUp;W!F2d*{C1b|k6`M_FnVI3)6UQe0UK+n!1
z?3hIWW*!rGjhoF0Q<rKtm>*2Gmv9(XNx`;RjSO>gFNnrXvUM446n*YlwcE#$J4t}2
zg0dG)XzDk%xp>xtI;AhkT-urI#-?jtXgRh_46_&>4!Vn#Y>a^{xhzHuF?mXkhj?z`
zFI8Ct+3uP?5cVIoX7)&X)FIyj0OAYxtDTbp`{c{ii~ynVuugD4OS!=RdQe@(=Y&J;
z4qg)g{{*-y=oG4Bl{5Za8z3XzU<Lx;$X$=A5}Sb=saM5@!PyBTGLw>{=J&y<Ye4b7
z{0syq5gat>X#18WoBRzwoOggQOOI^`!<ts61=%3abClhr+2}e09{i8yk+M~Mwe7^`
zd>Us~0g@^SZZs<=2)?Hxt2t&HE3IlmhffjQC`&F+gqAk|ry+~h%`YWl)HcpB$rJ$S
z+!BNo&M}E_YU|Ei{yj=;V3gRFNO671&r}W4eHNil%W#pcJ0#Ivn)JHRiFS-=1P67!
zpXYP&18#l@>4ex_9KF(d0o})0rtMmQVv!x_v!t<1-xHv{nGyoWsuqYNlE<y@m{!sN
zvA4Yoc|<uqK@X2V&1^8PbbbbK^f@y*5f0Sr*l@flvXZpG)4d2876ryi**E9lGHt1R
zIrn1){98|$n;j~u2^;)k33Ep(C@z#4l0ze32Uta?lL+&iE||#!j2W>jbk)i~|AEMO
zl%hj6%+~)_$bW7&RR%}-IQ&Em0%+%B8HZ}y6OjEbp)S`|m#%i6ArLn{$Umea(h*;6
zL6KTR647)T-h4k}eD=CMnjp@t=GN}=@A`R*?QIA(iTEUvmgMNR4SA?B6nr|@q|!IJ
zGgDy0-ae5OW$W5piY~x!LxY?-))e8r47DYTkB-A&ejw9TnDN`)3b?k<yK|$rd`I9S
z_Yx6(DCo)@VN8#B4%UtG)LfPxWNuzAV{KM$`j+fdSoZtp`_Cc(Bb(QZ4f56B*olOF
z8R9PGyUM9=Vj;gfQwy*aQnP?R`ZrW$xaS8B@Tq`hmi%7#I{;lFgfsoES{Zy~Ky=B0
zJ@ANT-2nYe<p!9pX!}vqrrj}pj<gb3<{EI`ee&F4-r!RSmAk(P;NezF)E(t?d}IS4
z&2B&Y-?7tO9DS_*Wp~DPiym9PE_VO-<Kuxjk#MN<X|JqG)*G1cm8Nd+zf*r6DS{-(
z*jryPj0W_Q>L*ej=O&pr+Da%%QOld;FMB$4J$+%^;7@<9bV;e^&_E!)YC=Q-DLf6h
z-*{j(nv`Ndoli?Ybj&)}W=Mzh5M_a11k|p~^z1g{$H$&mQBXjRX;G0fONuL~Y|q)>
z;1r%gpt}<3HC3N}23EE2lxXu3)h^wf19iCo_A&@p#%-mYp_BQK@Uq3lQfXh5H;Jt#
zL38no9{V*GUQ20Uy<+o=A`;9}()6b2hpIN2Vz}t`9_Lw4hoP$<KiWxohUk497fVG3
z_n^nzN>D(PI3ioxDo13Sk*xfC^J=?_;N5!r)2rfyinXM^zRgVGHeNmhphdWjeTbVL
zI6FYXyk|W$lidlAJ25F(jP*qI{DpoyDTxqEKOC>y%Qn}>hL;}`TTm9Y%Z34n6=#_o
z=SFk1h=9<e60_l8BFRu)t<OwwOdB3Q>(5$!axiGLrwouV>dT(hXdCoGv@+jd@zK%}
z1)f<AU$8!DgMf4CM1R-74s2BMoW`%a{M9<)_J)nf?6RaxrhUcU2(w=CiX;sL(w2?+
zUgV(V%4T#f3KmOV0z{>oL#~8#JLz`clkW2ZViJ=7QYCa~EHl1$t#oEu6g>!ub?LJ#
zjK+U(7^^lCpuCXAyQv(Wd|l0uF1YCZt7MeyLvT*O78%r*Y@f)yj8thk4$K3bZvGdW
z)IxDnZ^t6@X)|uBHR9LSNzd00YBap>(0cy(9Tkgwa2f#@?KN`rgOZ<TFD;w2E*VJz
zf;RC0UX)m|3E8pcqg5;T2H~%JZ}$uM=Ym5(Hcua{vko)F!tJl+UA7D}R9O9z32?M=
z(n2;Qm*~uAvGKPGGLz-C(pJ8Nx;7}P_)O@6x-5ngm@I7%DL-C!`?X;`orld8bi9?M
zQro6ta686CW8$vIp$73L+D)bGp`dqlg4uA#Cb)gmrVV_o%WpALzF5A+x1`^4DlWgU
zEu$}HNy9V!B<+qV!sf7sM1fm%I3UrY%sy3k`C!Zj{{V?(22-}mC01UDSW-UTW!nF8
zh})bzWCiQpxQF|QaK85~nim29uE389Fp+}E8p~=0LsDRgnPnsM#-^aJ0j?9WoxvTF
zB&k~abKr-AmPIYDGNa{D*WMP_%0IFasK9t!v;9z5TG+KS>n4<4s@dqx4x>IlR#BQ<
zUSiuSjJ__aRjn^DfSxH+Vy;FJ+zc&~IrmlAl|@Zxi3pM9Kc+bw|BU;~$1Jn1_<nL0
zgM<`)eF!DYR3hovB69c7$A*2syhFI)@-`^#ScP%R5Q$kHIm`=O;_KVBpA-Z|Le?1)
zO@{QItIkbgz#Y4sH^F%s2`t<4*XR93^vXRkDM!^Q;VP{`?vYqHW7UNCR^k^O`_)XC
zZ|kE&aX$@$eTTeEtIxI3JdG$ZqpcjOSR}oH;?3&@1j*4;2fgZbbZ27ebwOGvsc%RT
z8KYyf7N>LSr8IiD8FS9>xY0_69(=({mkjArXhH&2r{yleV6vv-aM8B@C$Z-yl_wJ}
z%(#WbnPq&5FgLgCOd_<Ax4Md%DZzf&@gOYp$5m$p5FvvUq<w#H_z6Bh+nWu4n*Uv%
z)gr#B5!p@21ssrSUa0xAM#UrtK*o*@+Ob*G%YcRn9L};R7}dHt7aK$j<MN^hp7s%9
z45v^h!>wJFwCb|jC9-fJ$7Zk)-bnusEsD;q_iy=uTW-1@7FjF%63^H&yH2l*M9T06
zr)3$2i%d~Y^P}=Rp;&09&xMB?eaVeuyN9OwRo-BPRmIZU)r{KA`)b^i#{`!T9F_l`
z9?=tiZ@f0idZ(5aR1Ehj_x91aWM0~%F*l6s8&b?uIrH?z+}il2z;f`>tr_OD*jz62
zP)v@TXjIyVp-rNP-gi^PH%r-`Jy<w6%dQ!W1UZ^Q60|)Y5v70oRh??PI4V%8*C2J5
zM$LE+NWYhH+!X<iL0_W?;9mQ(XU?l<u@LJMopDE63BOjfg~Jmg{>%iNqr;rCFshiU
zJ5okyv8b!Tx)pYO7oQv=VQ4`*Rh^2jLMk32ZIIs<rFw7jZKbFcY;WBRdqjSx(c1y!
zsW*Ra`c~v&WVe<L+uMhdObXyx(56i6S0SD)e>-!SLAWnT%pBfyXc(n;Y-i5>r^U+h
zok{t%hc}*8IDo2U8ws~7w(cNpz`gIquu$tIYMMNWR4`&w8$Ey@le<YX;6KXm`eRd;
zq#g8P@i$#L(fQbNYK;GVc!rE6^BO;3%Q$dK=m>vIoJA!GGDurEGbDVwU)DplC@vIT
zf6`cIYGbHlB<Qs*j`<yi#QdD})XLFZr*|GQ3BC5C?u+Q$Qt;2IfLJDQ2dIN7U$C(H
zCHzsG=PG}mS#!k#(Qc%xPhrKARafM?u#IVUh<`e(R?x2gmr<W{Kg+>SE5>(cTyF$0
zr9Y2JZnvxCFLq6ozvOBEX|mG6BHWc2PWh}NQ3}QVCXAhGo4egCHuUwTu&`*#-y`O0
zWq`zyXYtuoqo!wtC*!;W$l-LZ(X^?`5!xr7N!+Sz*$OP0QT>Wo9ivoCoytu8d;Tt}
z@7F#GDmPx(YS{Gt@XBr|d;^I4_Um{TN8bCd0Ykj-t!7sJ|3@s5z5%eP<f}O+*kv_<
zf%RtoKlxF^;x_?~s}KlTI2*|SEC&9utf(et_2J@)23uaZg-n-4d6Iw@;bN9P{4`Kj
zZ6{X{E<;;KM=vdE4#{$mdrqXw#g&vsiE8?X4JBjWU{Q-jn`&x~%Shn0l8%-mTtI|9
zVK)WV=rvFVe@4jHK_JoD0GRH8S(PCtk>cXIAO}Q%9I8?5dPpfT?XlO0;fNV3bcE@H
zH$Knb_RU}<{WmJbWx%ojqj#cYzi6pH8V%GVcPd-D4x!GJjz!4)qdh3R*UKCH@98fI
zUfwPMsFtC%dT5lEmq$vPI)LlBa^*rxi6aArp@#r=Sj8~3@2`qYfV<%AslMvR83wMu
zw1ET%DAL)7BE0sCyIHQpSbSuMf;%2tn)@|X*=&KO62nm6gXQ5b%(m)d*8|i5#=eOO
z+SUQqIh5D=o(fR(!}(-JdEz_oGIQO7@9^}!-|a4!(?D7S9<C6-tSl@fXI~r3L?RET
z%W}d8vbwYvNwt7z#}r#FPAZ_7)5MGR;)}=1qnLUbG-b8?hCVwFaSmUh&xYWr8QQgU
zslZA6;p>{ddu6-NzOb7zEna0R{^|(b#Ii<?DaM8H2AdmX$;M9=-YETxxcQ=Z)DZB*
z>pmKuzro{qyl-U8a*V*uSP7PV_Zv@8e+J|n^pIgHsLn8zRb2Ot$V%GwlK;XNyj^G{
zSo#H^z$Y+600&qO8T!6=vYUOf8aIP3T1Ai=)-PD8B}j03k82F5v0;89PL}6+X2~!=
z{c>gxda^QKDsrQ-9*~F4vIEA2G3%Kk_3v1ZCY9ljgFri9%5&zlgLePfMNR@Ztp*(1
zb5Z-|kjoR8fDz9la8?{&VV4VV?-``T^_}c@S{7sm*bzD2ficFO{AZ09>h9<^z!C|2
zt!?nS{l9^eWZ-3hscY3UE-{^FgD;C>;vr*9qfC}?oy)q21Aq$48WRALy2sz*HoNQv
z`ko-^gw9G9KEM@bpxU{4bJ47S^%(1Svw)#v0E?h9cJ=>Jv40;6CKx~`>4NBb08!yo
zstEv?eX0d;Of#+n?6_E|;wjptTCK;H0Zw+Nx7Mg^+J0S^N~BILyJznZ(|U~6uzlh)
zG1=kv8y$vr>~2(WJs3zKy*O3#*ez+Ioszvgu4jR|j|66E8XM{2OnroY0uG?Ji_5G}
z6NfB2gFcp5{Q!KJRxqJtyZc0&OIZ#Ps{O>H0Q(Q;XUR$Cy!H(==1Q+{UL|sQw#;dy
zcBQCF?9>QzRtI-Joh7LZTvfFf%dAdD_nzhCYzEJUNG;ms%S^+c04l5A!f^rQa$1`G
z<OKhxoc**OJO^7Ja4o$S@;k{@Zft5rRcVer&@cz61=~*vExW_;S+UcjdG*)KAcDh~
zG_MCz;(<kJaxW2;-iH#7u=$N(MTW-dG;318dX&Pw);l}k#jEx=pcq>!f^3QS?ONKM
ztzz?!2no3RmD3!qum1_u>p%VpCpYrGCmR^tF_yg9^?cDa_+;{MiM*s{sP#9)wCe;2
zK-87@IH3sF^{dlzZP;>vq{Gz3KKQrNV7}qAbE8itcBB?+Tq-6+Qy$Aw$;kbtZOn!E
z%@SBI|I5tXSN;ng@WDyk`}O-2FV}7Q14$WwgtlzDgIgVJtPWN#Q+_RHC+cVEe#r>(
zr-K<<my#q$%V|Zf=zi-$ohmzaQ@IXUQ=XYWB+alRxeT39$|+So$C8y9mn^>-l22`N
z(R%7z1hW7qn!kX>x)LqV0Erg25j$D|U6m)t>6Z47D(01zL0Q<-XC<UvJzhwa^bk|^
zgqA01FCEp~E|JS6s<H2(EU5WQ2BND?wwu--MhW=>NJrh7Hr7-aXhVwe0ags}8ac#y
z+6LD@36}ZnmH__E-LVnBHuE3$|CV2gyv`g~^$@)**YI*v#1xq$NYiJ5`75%MOMK=!
z*J|xeh$~W_x^nsy#(iAk<_~F&Zox%S1<_<_2~xfrJgxM*XbL5U<kGiD8pg^gmW+VL
z*cgA5jwi>q1?69Sk78m9F_2y8xZE1@FOwZLTz{A@|79zu*IE}3WtmTv$GZ6ZNIs$K
zjGW(!ehVH4kj_}PCyGj2y6e&8#om37?I?ip-hZYQaGaTf=+2nAr%73a+<iw!|4KJ~
zx^*WdoL%y&RSMNkIDg17Bh4;~R}WOjaR51l2!+Q$$u+XspiNt5$3CTas^<w$n;CBq
z((Yk-(jm_iQmPl0M+hc!^MG3rBI`w(eiH5*bn}z9IdhaOo?LhY5jpIrIrtxwCp+`C
zXZAAuQlsKj8(j5LOV@Cowoa(keO5g;Iv4v@ASfUR+M-?kl5-@TO6V?*B0%`j7-bvm
zwbSk)C1=*l&*n-`2OHPx8(CX^T#16-{D8S3D(eh5VArY54(=nJPk7v7Yf?Dn{VKB}
zQ<jpJ1yDD+KiX-Wc}kLUEnTwk`zE{ARxaK3Z|P1N_VQsV%s%8>v=!3#H5~)^p_mIV
zrJ2@vI#>vH<T{|!GA@k{HI{nV)KuA>$Q+cnLeK+hZgHkbWW*I9w=d_J011wO#7E?|
z^r5e%j(8acEq>Rj3<te3pC0Fi82^lgRKDb9SRn@&Vz5od7tGtjyMNUjP%$q+`T9OG
zbWB^uSD;dAL&XoeTeVzLJ!3hDEobzbUxCd!`Mtkb$4ktyFVtfO3N3q%R>;6hO_m^U
z(q`OIP9r@m+pZOljBe;Ip8gk4K#3DS_y{ugA>htO^dA3j@)CKFsvLN@rSYsGYOz5o
zkjh-owW8(lR2G7S27*8O+FO&$)67XrLn32_Gf6#*2(%N3f|93jqj4bmB4;Cvy!OE<
zBzCssFnQmkD&gtEe@!x0Zj@&}^O30jWgp6LSSc?@6x`J^GjzNI%P$P5$(&Qr&A;3)
z;sA&=cRTE6bA^>*r@3DpvQIHj4A8y@KDJ%m0f&78E<*B+aQ%29z9C^})z#yo+}&eo
z({((q3y%YaYz0ybON#95-PwYT|6~sQo%IyPtaHdrXU*CL!Z4IfigiixI6+n{cdT)E
zg)`5N5nPrIxl37z+4wPe6OxTHtF$$w4%KJ#jJzT)yeX;sjij6s<qht-*}&02m%@(F
z?x!iXKmFP=1u!V-VpNTj_AM93&l~at{p~B1b`}xR!3pitDr8eLS7WvyQ~{a=V{!Av
zh$T4jOA8?8hOIpJzQ;T-rimDJ)ciHCRO6J^jH}YPQa-o10epYg4?RhT>6iMK(k@X4
zHoeU6neJ}w*NXtmOjl|BJ8YnVBo#U=X4oDb*z(9hT*<PAc?6lzIc;#;Y+B*UkscX5
zkNQVIq{_v0=AZEJ|5#V+|3Qw;ZutD)`_cyEqkw^m+K_A-IBWN)ij)NE3D9~ZL27dV
z0eWW0UOPb=yQH5NW?^xaAaC#g0b6@L_g62khlt{CZ*!Smkl=>sjwO|R?@9)|py_#~
zyQ);i%1>krgOqC3weS?R2X|iRc79m74G1u{t=nBPT<NL+oZiF<p(VeYX3TB`qhDso
z>N(4+zZnm5qqc8td(ww%zaQC+GYYkVx>m_G(dDGWI5Q07RQ|o3<4G(r0w`gVSgrO7
z@Z+xBu5<SOj3J}S-LF4G6wd{H>+e@SV&W}<#xsKpCwVkE^>On}8l;S+LH@`(oc;^4
z4=DSs*g5`av?d3jKrh=10t$&hGSDZS>rlvACtN!xSGs6xm(^9e!<ki=A+2a9Y`v`@
zskHuu+eWZpnYt9SP{@#oV{VwP!UWrYmKRi+u+e3>)kOz{Hyr%9R6GY!uo1wRmGnc~
z-`$x8yjK;`UgHV{B@8eBw@A=dMTF`YaYw-a^AgC={j<76RxZb1b&!}VjXyh3TXTIb
zY?4w|rm-sKhe$30be|%LtiqnjS-L?D(i(ljVeE)?;_=iDQ%{F%Il;2+P?Nj8>Db+D
z#Z+pNn*lH=ijYs#EJGx2=QEfiWjFkA5{3A5sYgM3N_nThX`=C??UA2S<UaCQnO25a
zUNRv=47XrOjV9_>M<tl1)F%PVr=Jx-osIK%3$~wW#81Vc%S*pg>{@G>Z)^94O||Z|
zhE%qpP#O^>W`ZRwK?`aT0P3&#xbm$mu2dr{BvPAy7+aUn4IReBlH#k}&9xm*otFTQ
zSx)KF^KZ-Hwk!5BvQ(|h+Sa?PHwY={f)<16f)g4Vd@himad80iI^uCiXt?Ml%NB-q
zRb}1$v=Zg~ZeHV50*nN|ypwV(Z2K+q$tGY4J_N~2PBA<?OgvE7Q48Gg!jHns_!O?@
z*f<YZypOZ9eC%yZAO<IlY%{FKV7(frw}!|PwVA_Qz557u-2Pu0M2B}&9j#s#KY-^-
z)sKkLdfB5ASxrnpj8{B6g_)mN#1P8pEF0!^HTGr(W9TRim$m)l@ov6<*$2?1jaYW0
zsnE&jv+_Hy>YPF<vJrNRR3LxMBPZ%Ck;90#r&A0y<QFP*qbF9Y$w9PpGl;ov<{Tw^
zjwZV$#N7+Z<5qGX0Zi1rY;YRi%i&n?{U6=F8+t2}UA@P)^!d?grc0p8^Up$VGOrBF
zp7(5|?C_%kFz3d|GA;_@T?vKi&0@QgROzREC3;mYkJhx;dIkj|NRF;VjULMeW1{R&
zvKo!9HZ4pjvpzNMRM0%DV<bbH4s4rDQA8~$5Vra1*OZ6zP|2RLL#BU8pcrhUHOH~T
za?4GYy}o)Mkb3AIW%U5Z@Snl^V%V@C1@YjcyBfvMfzSP#D`NEs-F5=g5JFHXQm+yE
zG*tV&UdRogg#8E&%Iwitjq{`%w6!_KGLk(WiJh81Hi(&9=H#G5(AQ>}^byHgQ}Km4
zY}E=@K5x*tFpY5AqZV`XGP7XkR(42eG!Ma&oV3gsvbUVSIk!6nE(bjT@SXNaA#<7~
ze^{1%){P0tQEJjmdEu%rqe7k}(H(QFx>mDz8?;1C(QQFi>ALccepM9SN;?pDgcc3S
zsy<0mEx0ArQ?Y$;8KhuHPO_{uJiY38drtq=Q_sorD>3#TY4(!*GNVI~v?V!FJInbN
zUI?d$KM%eDT(VaCES}ys?7KwLTLi?QCfg;1d<|=nEJS`On9pJ2;(4+~S7AzDXVf;I
z9q5Jl>-cHif)9OS@kZ<yCZ*r=-bgRcO_C*YB~#}1XzbVyKp%b3h(J6XzO=t=ZoNcY
ziS-fU2@5~mG45_w_Z5U1TW0hKbriNh2Z$q*uM7(pF&^Q0ja4h3ZUBT9qXonw`q}nN
zo7`S<Kd04)`obcKeC9dwMRQXFFGM%K1W3CqQanQ|+-O^y0(UwjJn8b9yGHL^mxZs$
zj;1{RP&E)lL{UH2o5pmLU!ak03GD@iqE#E)oV?4cs<zO6e~-B<;DHZ=ytDr-0f^3g
zJ=b?~8PmrpY{8wKr&U$G%tX|lu~I%q;No#fK8Nzu!)#Dj*c{+}e1GM1gW{B3*sgAf
z^$DV3;*9xPS$!RYE;N#D03$%`&nmRF!Ad*qSu7`C)p(#xqS@tGQkHh&8Bxh@Tbw?R
zEdDDxO5-Raq~j>|rdY~0!4Gs_YwDnWs~t4grei9hcrU(%kj-@X<Z&F=a)sS{i>9VT
zQR<l8jq=k?!tPaqi~#Xc#!j_KK!0F+P4e9DZ1G7JH#g%FAn~vc3-c*9!`S+`;^fiW
zkPX)Q#I&~0?pJ$v$4W1^<cYsokp>cZ1&}Q*UJe%YVKDpnbHk4nK_d$c5)&J}dvac{
z1T?F^rzie@t2@TVK>Lua3Vuvlxy>NPt{#spe5Wrvk$zdU@C%Tt-tDu+zD$?pyxm+O
z0H6Vd!tw|6%R|Pv*0y6eEmt$KuT3pabh!-C?|O(Siuy0_FaY~VAOX(&x!B>UiKZ2K
zSV`-&75bmqUr>Cj4=<+Ti{d;iJqx&Dn5b^yCZMKoX?fS{o-sJ~T?v>%b3U=CazUvE
z;re;!mG{fLUQcDuNK|W9=zIC(C~iK9xT2s3kZoeR=RbSYtcWD>v8+SOqM&B7io<$6
z#iTjke^5<Z;HHk8lEYz6C<z0<W>~ccpU(H`^w5iEKk&Ow><Ev2kS)#(G(HJNRaEly
zx+5k9_kE*UaWmd3dRtJ|U<up!->~oJ)afW_oY~L<aJh&1{7p*i-!_$?_GquPmAOp~
zru?yWF*o#Q{CUJ}U32Zijn6^E_0gNcD9_A=5Qo$~G%qj^RNqa2G<w<$R*KalruuI^
zuo9}6d|j!1e(}Ct8o-R$f_xJPvc+%W*O*0%==qZmpZHxM5~VG{h>VN&l}odw^ZiP>
z>pbBN#W#i(eEu%vRAmRlCmyX;HBB&E?%{H+@|s3&rdn2syNdv|nbL)=av{TV_foX4
z$Z8m0Cdl2koQy*jU+ZcG_@YFGt{a!ouNC7)hn=CXKL)zTXmo!K+y?aLa=oaPLk*U&
zoyTLc3gxyfnQdQDhen^-Pam8VgOX$(iU)29Xb?ss93vn0s&0TP;G)*d^CK}K<A>bY
z=D43@$eKHNAz)Ph0;$N3nl}ec1F0;MH<?NuAjuvCE}Pn|58HRwS8K;6*z-4Ss0F^C
z7{R`1s0srTv(F^YbWB#dZ|;QT(^4pNaQV#*D*3Cx@X1Rijo%0folE{6VpWbtSH@4{
znM{&*SrX;N1s?v{2%jZIS#}VT>0julc_Mk3ws#U+uCrgg6-Yw-yR{O$hWzWDn=(yK
zxo2-Vj2+!XL5^#a0t_3*FLaYKGg*Z`CmWfK#*(cT#wSfGi5ilvC~V2$zTkew{nu2O
zd#-okbq7m1p~0>Bj6UR&YXhXw=q^xjhLw)pRvr{f(m0Rtu&Y-1Wx?NYwg+#=Y<S>H
z0xmKz-Qq4w_`*ype>W=D`IPA@iL<i8CyhU7ZOznG!nz|rolC`5AJY0&q8+<K>S@x@
zTzH)s34PROIY&+O0H}u~Ou?xcJ{82Q;d}Iu<Ll+c<+Ka#YQd@O4{H8fBgNAtekU&7
z8p8lx9eKP9+FY^pWIb2ay1=MVS!7umDaATU*Db8HY<&ntLWg{Jw6ThoqdHct!bE}a
zn4s3xszK6R+aAkN9u(*<xn@S-+d4YUHP8HVF)T+qW=?8-poi)|iHcG=&HqeRKS{XG
zei>MR4NL9>F_oYZvoFI#O{6K1yd^H^uE3d_bl&$YTPmC~BkN^-OttHM-6S1dw2mT4
zO^Y_XFI4Hgc2sAnxhuFd@_>1I-Rh@jix`3XGcE-~#0{TA{tk!mm?en){%&)^V3Y>#
zQ|aROmTOI2C%~No!R}B@L29wW$_INB*C4h3Qr>rlHMz9wE-Ool*jb1)Q94ArfD{X&
zAR=9a5EOw$mljG$q9CFmO`5cTN|BZz2$28@2#VBDB=kf|KuDn{KnR?Geruoa>_7Wl
z*FJytd4J`4Ti%&@W}auBx#zxL1rr`aHp)r}?i*Z~_;27b&|MCyJjUt-iYPI29JF_p
zlPG}2N7p8Z>L}P*p{=HQj^M*GN*W5mbKc`NgK6HS$<RWRk{H8xy^sb)Esg!ASuaTz
zO+U5I3avn{qRM>|-ZJgJW6IO!*Sg(`?iSY0Csw*3sDak!>@qnxt}6#KsDSsfS{<qf
z%V*5UvC2gk!+No=kORxWDtYS?XEWm2eJ(6P9QaoBYT7~V+S1wb0mF3Fb68pr>k5wd
zH9#th_IFAKpd>$fSn(N#;v6CJ>>kP{Yc-Lx!H8IUPa(coqPG;43|IS^ajL4mKPy@8
zs>|5LzGJ?uow>{ehx?)yD;re(^~Bz;egNqZJ2(osb`rgT*i<8&KZ*J45fXD?Nlm4z
z0ZY=c<sFW^oJf&<d%vJZaj^4Zw58btoR;P^V!pY))8))b*KqD~-pPQ}&gvv=&YzhH
zmDWe+Iwm>mna1q;(6lVRbwBZZNB)T%aA)PqS6}fzSJN@KqA~&--M${zVy73n=2`I@
z@{v@pmE!_rQj3{ZmuF?C*nLM;N4tF^J2FQvx(H0lFbiuhg7!N5^0S6cGXq`&#LQDo
zIN2KKRF_f4rsqw%$Fs5FJo^l&!al|Cl7%fW6s29Bzfw4z!0o*+YE?Jo-g85RK@05W
zqw3g%3GH6S&fbM)`&-;#^5rP#UWYj^Z)(=35d;4Z-$7N|w=ohX`K{q+?>-9$f^G)V
zM?|2~`%LI=DmEYbA=z@7hp^$a0xRCq6tY2Wp2Kz=_)e^_<0b-%Lt%UMmKtnU;)?d(
z0-gMB^A{YdOxB(LIH_tgbKHgkq<;P)Pg1I)u3l_6joM-a-R;Q$4_76;CD`UzNl{r@
z$2D_N-5HDaIuFMDj;ONV7<_Cx(cA?olfxA!P^)${E<7$G_p1E;>CGf}I(p&3sPnM{
zwXRyX+8^hS2-UTtmh&uUujo28(sM*zwNc4X#CYIM|5(K-+N|%rrk^Ftkb3}#UHrwq
zsoIl`Z;3Ou)>!t)QS0(Td8bOR(v5CtjJ|muZAYr-dCl4hYII)~!JSCge#5Vjae`IV
zdXmbaMmxql1R&j=!iW+CZ89F{<-fl3WotH6CbWsyDe!}*9zhhQ_kp!VRWmUES!db;
zd^AQ+*(jc9{-^*bN~=V7ddz+mw5I+|Ckwr4xMjO#R;csvG<AH|*+D+iV2he;4dsVr
z%$lNg20KDk6ab|qeT0A^n*y3#b(%9C^Uyz7VYlp=*d6v5CdE0YV$+f#HPZ?RhGi{s
zQqPy0<lGZ@3h-|b66R)8qm?M!jk#Ci>_|h*x;pB7Y6^tq|H8h!a7bMhBBJ66;*?as
z<4ZATJ2xMN@olJ&cs#VW23hjL|4Q(aq!YcSZ#CIU_<e($CKL50iNM|yd^<oV;^-un
zZMoo+Fw*%nCa<_@HS|uUUrY0QdrhD#iN6jjo-Y{IcCpVsa^=Kzj@V}JsY4}Bn+6V3
zZv3{_85_KJ3%uP5^gccZf0+4Te$SBhd9<di0kctTcl>S>Q$6$WY44w(J`=WYaaPi`
zj5XqpG%l-fP!-`VLN1#e`tstcOblw6l!MKG2DeSeNde0<y`0><76gtbR_|ol#ik!v
zm&?svvnOrWy4M4PH%v!$_zU{7q{0i`x`c;4w=#4T;YvSpsuL}=X}+RAnX0S8nr=a+
zGLmQbwI0@n>MULh;-As=gFkr)qsy6ygUOE_)XBYBpW5gXA~O<d^8PtK6Zb)<mhY&S
zyzYl*LgH=c$rj?Bd+H1vPW91!xV@h0CN(GoZ1kPz@h*@?t_9Z1(z8OWCadW_#PbkX
zS+o|3O}N}tH9vm%uK|um)>Q=tSbHd3r;|OA{!~GG#`txzt6E+^fVH9^G;+HwL4{Tl
zl<#RM04qb=4hVR=40-9y0=E-+z%%XDZ=WT5U5)t&b#vm6fT!++zt5knadPa??IJ~4
zdnr2RP_-h)M!?vr1UnFBc^w&eGj?@_dA4ZwCcNnrFyLe>Awrl@UkYR^PmKE8^@`OK
zEDGkoogAwh-LRD#_^3H)%~m8;7`wYOzY);t-~50V-g|?Ue1Tmel=69UHDUv57|K7)
zd=Uk_kDjUIfF&HzB>ytQx$GRIa^&a@yqjA!y-cI2o*;e_qhEn6cNLlGbYhTNrQAxG
z7i|nYAjd)am&&8>s*T2K=Wnez3wF1^Exekcg|tJlV(O&(ynVU*(2POTHM(VANmOF+
z-1ey=xBf{L4hvL;>by;#JI)SyMz!yr@3k(6dM5{zDq3m3kKWDOdx|Dt(r+q>RzX3W
z9`pWnAe~8Cz_PEcR=Tf$%Bj4-N!f>79K{$_)zMfbcu+q@-n|h~7kTc3XNUTu{7Qq<
zT4Q>^nUmJ#+NLi+7zeL?1i&AIl!rgv(^S>KMd4wVidmQ3*y^=9NHf8UUfar#10#VU
zxv4L<wAVfMxo2K-fu%Hr=tjCAPzj?<Wc#`k<d~jJ+6PCQEU&Aivk&GaHi8yRjXdJ-
z#hFzDW_aH8Yaa(qb6W2Y-(&6JI*Yk#%onwcTpNbh;x;iboqE$E>m2U}ENKXH_I<(C
zlTLJ!uLCyUp-Y`I(XZikJZP#^_C!o6#IZf!=;R)WZ2E&MBq3U+Iut&?MO=UkvT<(p
z1$SlRvQwcO#((bYUrJp5qJOsdy>}I2LD)HKI_QH=)1$E<>RWhfSvON?wCn1Kd34>M
zecqV~#0Wa64a|07(vaUt02^BeKl$~kdBfrxE1cxTL77tbL<@qzaq*G(82>MXky4^e
zv;|6%>r|yvT0T)H+hdN#su3-5wCMx4v9u{)q*lOZ>Kz9t>OaxTWq>NJCb{nJaA3%f
z4KHvIH);OWQLFNtVk00Zay~mX6X_-MNIMi|fD8sdz3irj_PO|hQQvj2qzIB6uH!jE
zgbjB<I0K{E_uU+|7=knJ(TiK;ns!fL7W!e^J+G$Mh<M1h=A`J_cxH!8N}wRwi%sS)
z2;T{t4mHcHsV7;mE7P2Cs?#Uhj-8j?IrT{y5XZ5(pQNZD7;aRmMpwlYemfIjYP{@L
z&s#}~(^;udYxhxRT{}WSPh<y9fV?=L7?9&@Vu5j<emV0Y)#HJE<H-GCT8!l4PFMU;
zCqL*k-XrWr(2Mxezl)!4P|bCW&ogu<N~cZ~bEHlBha~JwELJ8O3U()Ne_RsbX53iu
z$=3Krc=dqA{JQD`@)?mZ(K$-b-pwmJ9{aT>@IO&S^1qO8f5SlzuyM7LLc|Tj5c(IJ
zKhqO`(oB4UcDhaiV26!qViw)0Fb#0rnEm(ja)^doPPIE}fdo?ynB28|Y$rwgO^O5T
zRvD!4JU?}u!@eo#x%;lALkF~{d8>DEJnI}jAOC|RJ6ZO}VOJXCG$Uv`1FgR98^@Nc
zM(|Fvh~?ZVcj|Kd=k*eTX^jBAq^{d30H61`-qr$8$GKmq!u5w7WF8Y4G!pr-Et0}C
z8Ibn=)?<RY+s7U)xGty)jBxG)xE%WhB@I)K;s)D@mo4+ROd&(gS8|rw<H7CYW7_1j
zTDz%?*<`$5<!&h&rZ~#f><z=E<G^cD6=rcnWt6k3ArFHm#l_aD?LePQ&g?FABxfnm
zm7C!a>p`3FrvRq1^TC(dNnc^h#iUQ8_3jyXc!({1O9^-sVS>};NaPaVN7wW~!`3S7
z%QL7!?E_8XK{%-mv)NklNx14*f51!1{n<+a_00H5utv&5T(k<khef0-MwkfE)`J%X
zdZ&3ubZq&fraWd~&=ek<sPL%#g8SuojZSPx&Y@5TPQCph2I@!*XIGrL>m|^0-m7T|
zP$fsbvJx9_o*7yaUh7rMQ3HN;aw%G7Nyi{qoqh0Ac{_bRzc|7#n4&E6h=1nG$)$F{
zSR}JNfDRiQz;gtQ{R-{Ny<38yW(!QNq)8eC<e<!+3qkW4k68ElbSo!#ual20V*qeC
z^;v%l?z<vSSiK{e<v0GOKZXWFQ@0>+J)c%m=IS`FkL1tA9TU;Vz82yDOmtu2s-g}0
zc(<<P%Y+TIjZ?sYxaO4L6x`T78Qf^Sg)F*;+u3HP>Mm!60}Fo?Zi}UCz!sOPTA4N<
z&m)xef;;SK4i(n0^%vNC&|5G!?(sDD+In`~8h@|4d*G|af+<y9o7MEO9xDz_w(`$Z
z5DEr#SWgTg#k5bITxF7qlVQpaSAFj@mDgL<)$pR~Ms}{5XV~Pg%>h!lzwSh`QP}|1
z)K*h?(FS`;qG&Y3o}&l3Q^!X<Ip~)cZ+mJoHWySvT27S0Aqy4#@wB&8FftAzVkGdr
zLnjj!ah@B@Jn3uW@i^Bv1p(F>+w%91U+-m-K`SIAYX$B$7J#UG<&ZlwFgwrWA{Sc2
zQSDDivxggBfuyh1M6sWp0VDI~=RRt)Kd3Bz(Qkz0oQF@)t>10dtJ(iD{XbP$JPbXs
zRP@+GUtPr<tJf2~G7qY{uPEpKi7y}>c@aL?2g3N4CE!rKrd}FD)Al+++;cF^&1Y-}
z4~Olwbj!H`w0fJF2aHquq>`F#ssMv!&9wu#=O_c!((lhxlJ{+K9E0Gm?4SPiN}S`o
z39$*dfCg83%XRhpTJ4{wtFXUvsB>PFEMUP4fwd!qQ#G!1(6(D&>^1+8F?;rBZx)nD
zI8fAkk{aQqmxkl3!Ds&>rxPKS0tS-|T!XV94P<ad!pf=2Jq7{l>}SvI%cZ`OH~hqJ
zO~BYjnx11$KE%mOVYl^ubYYGmLhimfz*<m}sladyda+_uXu$M6?saG+^rL~%EjYsY
zH%qTzCkNIH<qx#VTo+W4N+XwB{6%qDB;XTk=%OHGwB-zVQI8=tkH39lU}!~1-mj7F
zKDTAw@9Kx&?sJ0&Y^!JZ<5=7wtsC(CfVr(~=MR>F15IEO_mQ*f4WDw1Gbsd)*RC8f
zp?d9MmbaH@t#S2vwc7dR`rJ@pimzkH0xzuj|79-L0@O)i+>J}Io7s4C_`(P~Ify0h
zbv9^ZOME?<AzD_RftSijMNY^fD`z!stb~tgBg6BN1#Eb&yz`~jD|QANv1kki)@DM^
z2Z26f3j9rDRg})K^MchBOB%pHad>_(Dr;>@BE&U<;!5Pq-<BZ#K6m><PX4wN^%x$8
z?>bed@WQRFj&#Gf>z`OM(@ZkuD?B01-e8)Ps?oM*Mm!KPaWNBS;mnccUaw)a0;Z(s
zfc>TNNjcPwjuYf(6!gHDNl%jAV)Yd;Gb3*HCn+7k++sk?V%U}55uH9E7~BfMLGz9?
zR{D_ub+`;aH87%n4|L&#RoJ;~fy2G$b{BG#U-#P#infc+kC@C@06GfW3P>#l^8!H`
ztE4nv`10DUBS#hW)7Q>0y$-*xKv1$J%p24B$M2z@<2U-|h-nIbZ&4un7&>NSaXiK^
zxTNM7Zc1Qj=xWLG%m45gN@ZC&NyeSrGCDf`o#SdcyQAYb0giWac*pJ~Ebz$OV`BnQ
zIG7{R6irL1Ch=v8xE%h!a!UU#KChJnARI4)CzI6CuW^rO3(*?&yDmr{`|V~Ual6*T
zdNB_bd`$Ux&qyY5*R6_yIGeq8W0yZ>f9K`@LmTctgTVd^w~%ukb2us}K)>or5J$i?
zFG{(aL)<T%?91U57fddARkgDTW;rO~w^AEl25vd_-Zp4<b-umdY#Fn-qpc;ngN-U0
zBAuOylI+-(=DnaXHO0*eW{TKWRop1XKn(`_B`U<<v$BqIGSxpndIC7p>S=td%JSNE
zj?`OC1#X}YdC8oeTnr;@Zqu^8Jgr)?ql8{1aEM2~@w_pZOCuW#6h)s{d~?IrtuLkb
z?|vh*kFu&)@`}uBU&(PDx%m0ds0XqU4UI}*V7b1B^ySy()q77;6sv-LozIk?syrlq
z<jc)Yj|<fnf;>;RwEep}YWz_%*ulm}$Pkg)qoe-QUFrT^YfbZAS(@aE>MdvyQaU9(
z7i6z-V2LA?Ri==ZEt(m>GyZcnWjwOkTgzEwwl31Ip3b$uV7KyfBN6l6i+Nh<Ftt#K
zTsCn~^S*8zV&RNR)pq+dx6Iv-R&l%;e8oOlgVvG<d^C&(6e?v<7v=bT(r%31Tt2${
zRxvKRxuZ>9TtOzDuS=g2E0^7S*XCqg1F|SFTe!Z<a$Ur2YzwQJ?N?~ds?L8@X%nZW
z@oiYGxNFtUdFBnhysJ?}^8uPNS>}_Fia)lxlA|TIilL@hRKOvz$wSIBz403knt^w~
z!;CbqgsNKY^C2$GK+S<+G4k~0oZZO7nYrW!m~mAQT8C)uM!hKAFSr-d-9__S%3m+N
zIp%`T->$rBj&?wo*|(vEU-_HqgL^Cn`ENR<aQA#USz&EzW>Y=f=FRtQmcV>RDWGU(
zk1v%>0ajy-@-RAM^3le<$)S9z#c+A68Q?ry!AT#ZYw2aqoVe1WTXeX~Ey7atXKG`n
zH>)@gsj!Z5raKi70p14(+zUt02fK{gs{=^Jk0v+W+}x06(AsN8C7(TP;CWJmX;tw3
z1L{3`D@t9$H^V^w<Y0>cTDv71Q?^^F7j!>Co&XOtI%U$HV+4UHN`kZsLQk43JE%}L
zCS@2GRD7Y{HnkW}HoLPLtLiEU6|rQcl}wi28DG<nI>Q-=e~O%ZwStZ3zp+Y>X#5Z-
zJfHA&PWj}Wl05Rg1(TXbju9u`PYRToy{WNEGi$URSOvd}&eaVie?uO$ur9jdRJ5^W
z2RBOAMcc%mOEY$^^fr#7lBzF9Te6Pd@3&7oFO(<#-Z1iOn_oY2W#+GsD$eIF1=_9I
z0!P{;-3|>C&XG6l3F|HzPv2A#g$6snq5H7U)bh>C?S<Qgw$#RTioJyrw)W5hYZ6u6
z5z`{XxsFFZogMoF6$ZTd=kK?J#~iA>(ub>AcOLOGd<e{d2rAm@A<gN2y-%5R8alN^
zA4n48^Qt$~yLS(MCoWq{0XR*x4&vo+ACEteZ9vq+vxxb_wePRYg=6PtMMWvL{Lbdk
z2EqqZu!s$9cTMoIZzGVG8g0y#f9pWp2HQlo`{L!cXX{q1SJ$JPa%(ttKWmD0Op~Mv
zJ~OTA((kTrR-LvFf24lf(_-df;U<5eQ5E;!`JFF%dZmMh^%+4r6fw0wU36RQhiARe
zhv0PHsB^c~dAH+G(5uBzpOOo;=n>Bw=RM&^3d)R&^Ln~0FAPA})}6I{@bC6xAH%ow
zyNL^k>E4!G^_kj9*YOds<fVG2)na>S;d-*sAj8vQB8g>acp>R+U4J$*Aq;WZu03PQ
z-a%J#*IfP>`c(S_c=YAjV#g%{veG4{!0vRr<%J={E0LrE1J+*qf;&Mf6qO|nWT0`H
zNRcIi&fD}8%}qs9qu1Ij#(Ix+O5X`C43^@m5Te;xv8^ifUhj2m4T!6$>KmcIlo;eT
zb!4LP_A`N8P3b&Cf6XOI);DB9b)mT?gwPSC&kc0BoE3>%iqH-llqRmNU;%qN$hz3e
z4X^3hUfzHxg75b@n78%#Rj){(Zs;?8Guv3ICnXi;(zM$YFXiZ=j{Fgh?ynE!_=~6;
zWuEvHwnx$8J%!Ik#Ps+eS40ZM*xAkM>IJWwu3I{yfsSaoY`}<Ef1~PBnR#`y=2j82
zKd3!_F(&t;xMl*-t;pP&`Zwx)pC&A(0g>+j;(R*5Iq#xCIEKa>vp`IfEU<g}S`5cX
znBTMBv!7wV@fzjO7jNDFv~L8M?b@DnXyn!R7XLX>+r70exrT96WMckCZA@Ffu8&Rc
zt^<2)`QY@RiF7gLhQl|?Cn0Ls9u@ze)M4bD{D{;{$ISleV0!X&-VgQY29f<pZZ|C-
zUAb4`)RYKw<eaHPn8NvlkgL#X|1*J(8hu~bF&LRkPjtpO9HIu3%11|SAY~nYGB&QZ
z&d>74fy86s8aYXSnK<I}<JafZ*wR%{!NvUyPj=I$exjRE*fI1$4x`=BH<<J;(CG2q
z<9!W^z3}&vf8N%n8PWE+Iu{<6v+|OZPM7KIpQ}U|l@$sEsqTNH0({L^C|GjjBeT@L
z=iTQy?Fbt#OGlOQ&N50jA(x8gp^}T)_r-9&ogekMEvNgz?Lt$7YQX7&6}az>Vv_ZU
zr&w*E_37|0KMsFOE2tN^t$y&0%9!S}zVAu#BbNE1+Bf*9C(Q?XBqA__-RIrPESx#P
z+H3&+Di`x6&Uh2Ud-(8Ek_rt{g6u5yhFKu@4=AuJ7ubc`Q-cEa%70%c`(({0hYBxb
z=Z0Jb);cOxRU0>k2XL(SS<Hd!Ox={-X1km5*t4KygmHj(wXFuny1uP;-)^OLnu`l%
zjKc=ovRX`LheZ^%Y((X6X@vFEY{|`S8B_`(qn?c2YR7e(OBfG`{#f5d^FO{MS^Wga
zm4F<R%>65dpn5Z{(s49$yU2(NvXpg(Yf1CTuH^Aiqj{n}r!;tFhvr#wWi=*oFiR8+
zSi>lPWBdKSTEtQvR#oe^*^sr{d(;h)J;ImH^Euy6kCt@%{-&Mp`3!&CuyX-0v<)_<
z>vlJ1{7lqs<0fu9-AnYXdadTdgA6`%TcO)5e)|u$_p*D4_j$8ZuGjCalM#(=&hbey
znh9<!W=8dbwzsOw%%>dS9Aji+-OcAM=ITvd0-oqVM2$7xLM^bKCbNbcMAbsOzvm0G
zh?FyidKx*#+mArA0(Ashvg$13^$Z=amL^pN1Q5}r4)Z@xeYeY_yJ1KiF>lTx#u#Nc
zAYwBIng-wpu40;Mlzu|gIGRyyxu~umcO}Z?R5Z2{v9wgG^Jj+Sb&JYe*TWA#x!lxK
z<xTfL%y>BSH5cdk=&&Y8yASI*lT0R()UQL%K(bdurk1P%v%dS)ti<mh_h;VJyE0f^
zNW3~$ZO_^by8dW>wZ;YhM0=Pe_{RtF*Gt}&b=*Hd^nsYod`O(=?x%ef+RuO-*$aVn
zSIH?k>pn88`Ci4$sNcPIfhb<SuQ~lkV&u_VwZFQk@4hF$@Q{CqJv*|y5t(!6gFpX2
zK6&HBAiy3YPm|KhzmJEvZs>U?s#&R-J5(Jy`s<ia(2Akl+RBNAM7%^+ZUiA24oLt=
z=oEZ={`mUH;%&`Q;*;mUj-bKn_}lx3>|F!0`*A7@of^G*7sQ}!b}xi>`s}ZRcs@{l
zKoID<DpoG>>&%0?bN~AJ_0C@H-zRy`|97AK+Et>meP|KU%M8+YG`z++ng?fjRG&}U
zl1O`=2=5lwsSwaD7Uv3ubL|K3+;Qz?Hda64B4U*-d}MI<4khr$UcQN7!vFS?bdTK2
z9ftli(m&7C96a3|raG`?@~{8-e|QT;59^+0R|^v}X9_nDQYfU*T6z-(FarDM&pCy}
z`VquRw;M&{j!YJy;9M+AQ37;`;qkk+zupGrE~Zo#96Z~6k@EsNYy@?Py4#|EX+xiU
zwdtCBCfxk#f5Mg5Jt$r86bZu=(d?8G1l#EipnI*&cC0)CJ%C+`B0qZJM`kNe4du)`
zgc@d#Xfq+q*c9v*jgDq#G{o)HNHAC3#`>Wlbgi|!hfRBNP(RMDx|R4Y=i3)u`1-}6
ztrk#g3GPlROe_b&h>yhTPs+IlHgySCEnU{MUwQpqKKP0eOv{R`Z2&%DnrvK!s0eXy
z*_>}zQAyT=St^DwW-6gEg^@GrP6f&G=|2=yPHk+UYf1lVsfoLxHO63+BJaNW3u)~{
zz$Ma)^!?zR<5LUx!gi_{l@DF<otgcCvB%B!f`R*~Td8reSoS-AdoITLz7Cx%84n}+
za;hK?lsz)$!&3WY^S-52Z8?aI)*g0R%tNa(5#WG#!pScs&Z1AoN`BXl3WHd9g<ARI
zu`Z?7e4+So+i;Qj(&VgpWiPW{2|V_0DYUzw&>63V-!jue?5nLtZHmuI<NV)I?t!+!
z%zrHLj0A3DzCyYbw@3s{mB{yzP!3zyv{ox8zINdiA#E$)zVPVysl6|;LBhbFll8=N
zn38F+n;1Kct`TTPA7uKGWW)bN=Sxt*w;0J%Jj|^kD+F)xb%VHncI5r&LtP(kJt;jN
z7-;QG73_B1l(?qFEM0}OK}`1UGw0-de#yCyiaGArV{%f3aVjk)UUszonilTyYG#W0
zgmERHqiFA{(AcuzJq;yySMww4Ga|{R(1#5Ug|ULyYx>n5wV#Vin!e;$<6@TWo%t&M
z9bcDPA5`SczZu6xNwD@iigN|3#pdg<0?T@&qP5Fzj6>E`S%Fp^#Xe}^s_^w~vt&g&
zw^~qH7&59q<{`rFx~7jY#BzFq<eu+%e`(7`K=IYE(+fvaM^na>hf32Q+D^~D*G&SP
zs_rwtM9MxF(3Qbw>I=s{wz(wxW!rPF?-Vm{4b6XU&Q|kF7~qR-=s8eS8;jhOc8OKB
zEE+vGYq#~OPFc<wSNyI*b=mR}$Z=jVR5ruNVPQJrz9R~%&)A%Tw64nKY`319C9veA
zZhjbIv}Ja!7cu77Kggik7zQI2^3Y52%cH8c>7iNQm%oK}n$KBYk5{^;a<ZT`ip<}h
zA)3yj*|+<Ypy0JEFP!ABp*!w{VLsvDkJ8IF2NwGcDy{&oqib#B&UmGI;n0_BZ>Z-4
zw52y7f#rTzFVw>(i{Jij*N9ZKsJ0nKpR2~p$tMMd%5K#<o0oU)X8?2)oL#mj6gEDU
zaX1-z7e3*L^4Tue|9CRie<)2wB<-+I`ct#PY_+}+;@EzM3I9#9|9Ev8T;2Abkw|Ll
zXSXH4JJUDUyW>8V+|gu$3R*J`#J3{O7vJicT*C0J>p`y_7-i*?Q)ZXi_-XuyRGjJY
z-)CytG$fw|UK0-}=zx2fUzpe&_rO2(3iXc83K-6EcXt#uryUx3KU{Xj^CAW*di?d#
z)Jzo<@O!X`gR-sB^iy(l%<2u+ez*0aB1&ZI{pSPTVb_dqLGRZze@F`Wyt)kdNl`Lz
zhiyHaFnn%nK`s}*j1TR6HlTT_yaY16)o}Tj>o_CjuvS^Bd_UOoG8$#2o-q&b(DkU+
zeo~K7Gh<M2-?Sj5dLn#i%@$B@o5M$EVQqA}K8_A}!S3-ru6N?dAW+IE_Rx?7H`Tw;
z$atOIs7iUm{46uo!%g-VO;YIz5=qe6J`F2;=)18n%+4%~sv0*>98=#EWF+yJyxtm;
z=vrBgdT4S-clp*H4bJw1OR@(fo4a5)q1EKK-8#Uz_T!}3VYe$wcWyoy#(GV5S4e$U
zRzcj@@10}z>9(#O8_II}*5*9x%Cm;Foo?8I%53#tn<ey-HO5+!gLnLEv+uj(pZpJF
zKvIbNKHHx(xyOkO-Vq_WDj7a#xTTOuBxy~<u1n1<O}L03s9-P+scQLLu^&8eEmy?M
zktsiTiUzr#VOy?f{}I`+DYg)r$nt)4@~?L@AEb<0G9?aCU)b&eU{7E}6$3Il_}g3^
z`gIrIHCdQDUhl|Be-}qNI4HfQD{<b8ZSk<vcseTl=jL&};6c%ITGLS~`&_nLnr`Ah
z^Q)LRrmZIBi47vO`gK`q?WYD+fN4JO{tsKHnS12$0f^!`q3w48#xrr`CWIO~PPSaM
zBpT}z5meFIM~SMvv9;oMH?@I2rwicZ_V1=!IGQ@C-m_nPUiuMl#_#{|$=H0r&>{pK
zR$-={?ZyUdjoyyb&}tl@l)ShA^Luh=vGG0Ys=46HL41cuT;BmOFiIybyBaa6Ch@Dw
z5tA5gAX3#h`bOlmgQ=j?jEk*fo7bgL1se#2JQ3Nf%Jk9xj79bbQJdce^HgUqP)%<*
znpU$qXU)DDiyRR3E@%)@aG24x(CIj|G;ZoCoJ4+^ZVq>ODnVr!J`)hga2+<xg&Y>9
zKkzr8e-4h%r1j;UAJP5+*Bg3C)f100?u=&HBHr=e5*W;WEKH0aMG5}$GK&tYQ!XJ*
zPp3J<TgouUUmCF5KB6E~6RuKuB{M?nbs-^lrv<G1nz0)SBP!IPy|v5sth$uiDGO$b
z-}H74tXy@o3)SxnxX6l7mYph8)Jh91XrT28{2fLv^&S-TmlI8V^|w-mYkuC}Z|y7k
znpR8N33}45gvfW3>3eHgmzZ(UQ_v@k9$$~WYe8*G9!-Gaoec5Kg_jIPk^y0oqs&oD
z%`AmGg|EX7Yi*7sQe3Ta)hho`*OB+=Pz$N=&QA5d6&jn#_g%$#i)TDuwAEs$@8^Cn
zGxR(%5_(FH>2dv6f30(^m#5i1!&!H#y+*=HWo0WrZR{Hwu$L==WlF0QHy~f0O6gOS
zPY$0jFu!y6wRGRItF3b(ZG`>ApjfB<olSGiY6r{teufMKZL=GcVeZe|9%S3GqSbNW
zDIE((e#A^Q{waP9QCDgcsL^FLuE87A6~NFmHG(dl8(N&}>-vzrFk2_;5H()okCm&W
zo$zHEKC>mo#x1vvx>^B?B$iqaYez9H#j0tD)nuyD`1;gm*Uk?(03Lrc%eXug+Qv<R
zelfl7yy`!nUNB{-HLitm@IQtM$`tOj{HyUFOKWGe%^0Fvi@ygIc))GXjc5g?e|H2)
z8_d%aI;Y2|@A#<upgO%+$Z9#WRLX%}uvuzL2pLxQ@%4J}on29^x3TBV9d#}*5xd_J
zX12C7X<qUs8CP`2^D{7yyZL;K{~>By?D2e}MGIB5Sj_XP=a;;^pehP<)#tX__~@aW
zKxS*J#;9X)`0`#??z&=EG7o~8hg%5#Y8EuFd9maR7f<&AQciB%w&j9TgdGkma-i!*
zP_D|^9L8|o=}5|K#Zr}2R!|#0xn^6}w(C>O4{~VdpT7g&L5QuQ!_PzY)DWb-Y0?0T
z`f+{41!b?+Qa^V)HmItl>(ORO8lZ4{%Zu>a25Tk>L@B6{)L(r#Yx#Gfvh`(6tc?qh
zm-cfUPSo=zSA)Xvn%1cX%hz2M2PXFnDQWO>@WJ);(~%z95)EghXcWSAzfOATzeN<!
zKm5zW8`re*1Rjs5UcQZWJB7+jX*wH7xc@{4zPjoYgrg1oGxhi#avuKLKaNU+gq$lO
z9RD?OIXaL1k86kgg17n_&j#S}A@_{9rCfruvs+T)(<7;fgw$08J0$Pl2Db;)l>?_i
znk7QuBa_Jge5H9&{`d50`3fla@)`WG-%}+3=du6d#g=^U!OI;%|HKXth!h^3=j+A)
zl&k~dL)&=rO>}ddOUcI)dY9?^&m`qFb8E7Map5ED%8>_%_pEYydo}1^g+A&e{rlUF
eDuH1V+x!A}rsN3X^qZXo!A*nP*N|5n!~Yj+rGSM1

literal 0
HcmV?d00001

diff --git a/docs/_static/images/sg.png b/docs/_static/images/sg.png
new file mode 100644
index 0000000000000000000000000000000000000000..8be51e1f2d3da95d3db72f3753ff53ac908ac2ec
GIT binary patch
literal 31817
zcmeFZc{Cf^_cz?(wmKNvYA<T4YUzZQnnJi}X{#t|CMgj!F%OB*mePUHn&+yTXDTr!
zZMA|RT0;<`8gqye5fb5bzqj}MzP~@7_s@5|Ydz0dD=Rt4TFE|p@AKJvpZz&`@xa)C
z@7UR6`}XbQyL;!B*}i>;#P{vnpLXQ%-aA_9EQ7tL{Q+hMy8Ej7#1{4@f4J%x>FnEA
zn{a&F@zCD<sP7${fPMQ;1^)fmPjQh9-M0@xxqD0JVJK+1jT>;r0*gWJ9Lt@OUEB^$
zOMVz%is<-OroK2xm4oz(HC{dg1YA)%(Ed>nD$}9!lK1dw)1QAl(Yr1kr~mWZEvIul
z2ZS$tJOO&f3w!<O{2!;Do_L!sR%$-!T1g*5gs|xJ35|sxl&R*js;BGpw4rh<7JX-F
zXkyoYnH{8a>)&zzp02^auW#Ld_`jSC-qOPxii5lRiU6fm)>qD4CUrI!dDpR=G4{vO
z57(XpHr)kf_$I`i1?tl?ubV8A4|e?fBdvPk@c9v>*<xB+H$?j^<k0nRJGUgtcN9al
zo*$Z~V3t09TYb_!{BiZf$$!Smt=Q9mTu$|&HA2foz7y}H+tF;&9lw<|{B&B<2gZA>
zbg0<1aB3{dwQwiFIIHAM+Y{=!^ZyLgH69VbM%UEhWVb_A|JMzPrjXC4GaTsHHd`Ce
z6%!Nov+V~7O7HaW^>seY=0fK0W9)nks%l}?J}IhZpSH<$O1@&h_3`EP%v)W20J9ML
zaaDFL@T-dYfRHAZYzX|+ZV)3|I4e?Yd_;WZ4+W?<L(VL9%;bppZ~0gIuCw}UU9(z$
zVhh>y$$QK+<R>b{58WwR`uIiv$&}@WwZJl?6M)|$|IBgh%coMh!Rh;MBNAHIz*~Z9
zphbFWz-1nrDlL|#f3^urCL^aTODY-#q$u)|>~KjX)wdSMD;wxr14S`jG_$aCLo&yt
z1J}I<gxk_$317&=z6%tvL7<7xKWq82IV%i6-}@S6{P<nCQ@ogfn1YZUG=uquZ)ORg
zPUXe<TLxDl?OfFIp0!06a13o&9k3b7TcNS-dH0OA@T}~nQ`d8-DL(4sHTs~8RqJ1x
zA40UxCG<K-BU%m=t!Q1=$U@)cj$J9e#Hqac=sOV;*qytP!miI?)I6LS`Gvl}RmwVa
z5v~0i?_$-JdI5C5U@^$>>#H^2ALNe6^8&<l*&#mJ8T<YZD80%64AMozB=j6rBwst+
z`DG?aMxC;pBg3ten2}U1B;QXI&ze4C#Z@2+Uhm5-8=R|GZA6<Gyc%p>by}<k%ZIdG
z>rgi8FpL7&LSK0Z(uS|4yc{)Y8NNFN^T_-VoWXWBZ1UWU8w=$Oe^Oox^Z+%J{64DH
z^1>pu!{0qjRUT#fmu@XT6gfy<d$jnyQW<oIY{r>NR`r0orgDGW=eDl<*I`@nLEEN>
zSMqf5CBN9sv|?P!F>~<qe?~}I(=${q$PO~S&~Vq@x&?L@jd+?vHos`%8ts(P_QeSY
z<eXHlRA{UNUR5UY#7WLh;8HS^C}G()8W%&yPaLFGcxEMMq`kStIUZKfq!GYw%pJc_
zFL^Yxdh!=2Q?HuwVJ>qr74OtT0J~~T`XYD2y#wdxo7%$ST5GR9%65Pi&$+hEm)LE{
z=Q-gvJ1aRC@6g@DnKPHcyg7;su7yRh+A>4CcZf<oZ7I95z~1+tc8>U(4fk%o@ErZL
z<J)o8#%k4iapfagGrjqy#N>l30v!DDbs@!;9p{d96a}ehw_?Uxm0e1om2iFHwPoP2
zcv06>%f9aN6G`arEqr_+TNkes$*H8hWAEO%?fEOTX#vUaWCOMS^@C49ei=?yqBsbG
zl3zAtRY<tlWvW2eQ=2{E4~RFc<~Iw#oeHi!3~W$~)03Wv&q5uWx>ZuKD4+*-Lg&Xs
zLRZ{N+fvN19_#Hov*_3nEozuqS)Q+)0qf2+ur$q#P+B*s=)+Xw<rhyXW&8-US@iy~
z7_?zHz*$AdporHJU!Gz~|6$J`Fdte8%SvuqTuB?6`jlCTnOlW;*2POY=Uu6WAuG|Z
zDFUDjM~dc(lIOfIMm_~kVpC$O5kf@Efh@)3-iR@)7=&~8*bk;SrT-iBFA*;Ares8U
z(1=9B<A3}hoj7|MKt~cLT3nA1udNFQ>cA$ATdPVfP+6{p;xMivl29$1-DD84Woh_p
z`J=2S^rdHOoy=~))L?iPQ}JD%P)K;Z#+T>TE6>ke8POUwORXAck%?yVYhG3!aG<7m
z6M&t*EVH(jhr_og-i?vc)OWuu+K)Eeb!lnOkZij&R4D~it6qm{TKQV*85q!1Rso~m
z;omi@SKcpizgu*qlL450_m?4Os&Zcm$j4)qM+O+1w{3(1Igx(`ZPMs%+rFbkKkTTS
zzV1{^?#3TcHhKnlub>68eh9F1Si?<w-Y4ayY}@|r=Erc!js8^w^Y`bMPX4i@h>8GM
zCRqFip4TqM`2`prtBrjZb1BE!l3L(1Vrq?=*bZiP>s&z|GNcuN)R=eJj|uFkgY6;a
zH4_nGd-ni7@!eW|iGT#jp(xXMj-l&#OF%WkL}AEF$Kmna;U-yY0-Ca)A2z=!7zPjX
zTvw87Xg>{rlWzsWoQRb}0X!#ffmc$4l(M0h>$M7oIBHLq@*%Cw>mOoU=DJc#(rPyk
z(0HyW=JBbI=R<7jcLVaUiu{WP2Yw5EKsC1i+wOMz)KPK0gKfzae`h3OBNsE!R)6>;
zdK3<W7+ncmkCwL4E3gccKI8o5$W0`OT^+UnH7a}4zMmSM<(yN#oOAJJ_w272)D1Gz
z_ZbR%?s{v)xVPea19uf5%ue9=`1tHuK!*(&hUkniY|?(;W8dK$iyBQZZH{k7ICprN
z|ArIkPBC4)PibBb_SX(Y*TCe#se-g@jX*P@-EXiuz5!A61wjCu##j)jdnQL$9G8au
z(e_OJ9(Z%Z_pbLZa%0r}y1ogZN{S64{*YRo9-ij!)Bb9~{j*PP@T6_dvdYr+i7DR-
zAri0N9)#T1bZPMc{jk+{X<|t2t#I3KBjZckm9`vLDCtGOT5n<b{ygb_q85L3SO_9$
z_&D6ejrs1Hl7jA0ChWK-=AuE25^%zQmhh)iWmxWersk)qBjP6anD5s$U9YiHG}-}|
z4db<+_pie9mXL&9GXc(M1``}?z^dDm6Zpgw4LBD3J{Gkz=XyA0bb`F{q<b9k%A*ZN
z*zsNu(2`3M5Lf!#q_!+YQ0d(>kz^G<vtv$G7DaGHpa@k;lZPWD7H7=s9)Xg!30_oM
zY$4E1^S4bMZ?1qYBr$)E3wlhu-T5ns{;0C`XQW{Rp(TQSoM`8+M@ToHpLbXp7xS73
zA*8P1TVY3oKY%uBjrul0V@?^5au5geKULzN3y7!CAKYMMJf_=~^X$HRGfqeipI0kk
zuX>wDs;`|7j2ocWH7+XzyKTOT33!qhyVZ+USgP@(OO#Rq?6ouoFShNcO8r)1vHD)9
zNPEp&hH*&LJ1V{x3QgemBSc6T+wdu)Jh7@BZ{H(AQ@+tC?eGh4Tl2AU8d0A=rRQ?+
zGBzq4_pN--t;;JB_d%tsiN%~pIf8)032FJ9XNn;TiE{MiW$eW;eTR)SO7y%OS#w44
zz{SA9S;YJZrQa(S71^~De*d>>rWA|&zj3x3LKTpmJ}9B}T*WU(?|p9jK=UTDHSO#4
zgLBs@9^s`eb|_3U%-eX+_p#YBG=fb`JGQ<qV418)JsGJ$L^uZ{L*T7{(8dvl3i*&m
z`eP#Jop6Z49b$0zP&O>cL@Tg|`zNdrmc`CHo+*?MIe@WpjYbI>ceO-%ryPo3{vNR=
zxi*}aHB%fpCZ&x;COq8L!z928xht_y`p@Oy`Ayqb*ZQfXoHwxbb*_-JRXZq5-=x5y
z&Pq#jjAkSAk4~M;X8#1RpVsN%K7NMmEk-;@@uKohvQ+EaPb{bG&R^aC*)h2(K?4Jf
zo}Kd<Qx=m>TAbH`Vfse4()b*rV0l2{+|0!&njB(JI*+VI@TDYpOVb!Q+m6cxo(mWf
zih~MZ_Z+cpdFt=b_E9YYC>1(;bL#|vf6*pIOGy`BA3GxixWBEJw5`23xyvmUU&DdX
z_^mV&e|Ify?mat*fw7}ypoC_Uw6kzvioA9XW+D@h>!HX8up$MtL;uNTe?C{m_pdfD
zRR-eXrX@1!f=e82s)W`lKLR>pK5eYO6jV{;H<&M>DNaDVFJZc5X45RHPIOPuu9X6;
z;FM@!Bc(3n-uyf=|9<IUNV%g&lkpwaUtfQK&Ls`EIIP?|l;z03x92?tzH#!GSCvg#
zQeTfUR3vo`LSTcRcGLvV0{SS@c@A_;ESLItd+;pU3Z1cV09LK_{R(xxM*BmjYub8E
zgt{fHgL+%(AFNX2ofQLsXk!=Z9TY4?l-WXN8(_U7`G@^<a11`uaqnDTW+$O*MLRH%
z=Z;>O)Ey`Ifpf5}q|yLyOhwkzHNCAL2S!H)Z-N?g`@c;{D|PDf?`^eT9vw0DRm&&p
ztsec^rhR@}^0Mc#$+SvJO;w`e>;7+()Xmpk`*W%>L4Q41tYmm492AcEC-(;E^Q(yQ
z3y2TwhxFIH?Z2VCq`mt(qV#_M_U|M`P?6PdTAJ5Bi`?o4t`W2s=cM!}i$Y4NhNGkX
zi?obX#Qc0%SIpW}op&w#C}=HOK(=s<ncdM30$DXfS2Bfw3Jyo*sCQu>Q`!vPUTGIx
zSTz9F{e=!Z6hBuFJAu*bNY|e{l{r=wf?MW`JXIQ?RN?-lm^-eFj29bj+YF~ZTUd|+
zu!W|k?5xTMx4&`Fbh0=Ao|mQe{B6I(iqgG-C%cJH!D-mX_i>lz7gRkeU9)m&=po`w
zhmBn*mZ_Q1Z`#1496vW&2Kx~Gq0(n`D@Nl2A7z6wcZ;2CvWQ-(@G4FJIf|i1qY5H!
z-oBEl8}WXA%dD(emXW&acvRe~39emKG_hyp8}0w<#Q#A)WZEuoCE{a*=W1M-ndx59
zMB6n9{is}}{apCgd`T*fB^R>!cKh4uFsM<EmpgFbm?63=mCy6N6aCfNuLQ+|hlp~C
z1uL)dl(7r38cXiP@X_<M)V<Qr13>goo`SA3KcD3ahIwrqC@rz}uu-u~sioM(7$PXC
zu?`HhZeEk8vx9lLm@3VW?p*HWUY4}@GHk;TTsL7R_LeRlN-~j55(y}OU*wpz6!h%g
z8~~dv=Q-P@;4n4Np0Y!+=^AWOQh<fNR}LziBRS9JldLc~s<xT~96f?*h_)QmQ`Lqx
zeQh^ovXN{*MwS2s4|T;2hTdz4yr1ET;aR?_B#{JtO>9^{G|(Y6@sn;I8$nSK{+Td{
z%?>p&@OD8odVYRY=M^<!%)~ZA^-?^J)2|cxWe-MP`gLd;keyxIY8)I9Hk@mvSNSly
zwGC)F@778yHX$tew^f&^6thf%S{V`wF&mpNF6iMsIjk|F?{-qeMgeRj+j4Y<SMMK4
zzTc@6gF??`rgabO&$s_@HySmTWCs2zQ1!0&$Z7as-GqY4(bZU`;m*1@>yxHXO$H|M
z`mpe653y>6cp<hLzhWS7w$<YhqiVi|+i8F02)KZ-{iY@~>;!N;uQN_L%h?8PM~zhq
z<UQtzbn#^53Uym!FVTLkKkxly2p;afihZC^N$;}18r#yw%(b5{0bZuLY)-zDptoPl
zIuD0$boKeO1dchDF|SNspmh(>#AO4sP0=3(`+3S|xt4b>ogLUaF4zgSxlYQRG)a?8
zHbF}yy7o-&uCV*oLw_eWN7di=e_QLe8Ex9|Zs7s__==$d{a2!eX5t$vv39aNqJXhn
zciSuG5oiBQ6%Jad+pEA}4;~CmTp{EN$a4hpE~P+cRl2D|357APSE;Kpn1k)s6H1Hm
zHLkNkUP&(#DPisw;ybh6rK3p*1&pDrYFAw%#o=-g&?0(bEHk(>h`x5;Jf$b%eCx6`
z`H|H}_C_>J6)_rA3T=VmvE2NEVeD<~OC{_nX@z@6XxA_}=u*L$sSR2P%R8*4K2U}j
zEJ8TR+qD?+7o(@Hx8CW1<cU#Ew63U8m;;kBlVeM(?*}<Pl_uqgA<M4RV9x7<baL(9
zR<sl~<9LqjoW{j{lQ|3UAc`erFqXmqJ3ph6){JnTzfT{&M2o@a=h4KbGuD$n^KO$e
z;qK{qBEh9J!_m@Ij8D9H>O)vR!Kc<I4JFvGHc(8^d_E_`Zk-;-R>X7aPFuvrhLkE=
zV}#0sZeT=dc6!9y*b~x4R_q>?u?xzCAcxVt5M=j0U_yVd;7$O}s@T@^RWRdC_dvZl
zz4<$VG{6^PC;Bp1<s<^poTm*p>H8G!4{yg@jueI0{8`lCP-$>%9u1xR+^R}Yf<%27
zbJMH5X3nrd2PbhaJ<etoJeSlT+)4JqG%pKq8*j937{Z9Rw`M=zUYJow{f-uKGNOR<
zPHSj+Bb?jJCofotggy{<z+`rL^x0HD9P&HSq`Wu<I6vD&7m@&?U4ALZh?Kbw8{bWV
z3{D((HarD{9oPN$%<7B%#lTxVt|rY0A(`C+A_O(eXqo^07vU{icT)R*AI;pbIx2pW
z(V?YID$HYz$fm6;$=i8C(X{2ocE$k_@e=MWi3se&?sbM<2=cP4Juyd<(tOv0lKvCv
z*ewks^feMMiJ#mP=$|orC12W!GLO{wfNwD@j8KECvkx>>?9AV`2~l*@lD7Gul8Nf+
z;{UG8!2Be;*DcVMF$}cZWTnf#3ZK^r3Gkfp4e8g^Z;t-0p65;X=AWk<fIMI+>;?-n
z)7pnN7nO~`-A!sl`}-daCuE^8^PGov1Qq$}6t+VdZ%B_J<Z0V<^UU^l?=gwrd+gb@
z{NHNa6If<X+TViz|8v6Lwgm9sG$ha=Yeqljv~XG%vW6=Y&#Y9YHc!Y-JN2t=c}!Z>
z!7#QY>RdtWv$DlSx3=*0T-#j%l{<zA*hjVJ!ZWIP=Bi6x;QFCREoY*nIRlo86rVgC
znM<4v)I4iUB;0U79RzpHd?do^!^{<;u1j`DFk7?7+H@>wD^)>E|B9;w-&<caK0Q?f
zcdi1w`(;AnlL%py85D9@MJ-rslTjhV6}Ri0OAMR-p=)5i6&A3Tk&M?)O)DlQZ^eTT
zMWWI_gpJN(-!xlA$|dENB_p5YwQR$qTDL1CSfsU{inQqrSLV&hZtRdkSMtJ4-2&~g
z``TTH2#bxo7A<?L8u|7>CW+ZdG){A`FCt6}55zr8@J=@uCW|rpkQQuVMT5n6V|`mL
zTa2X)#Q-LDoTy=YwGuK&U>@3>$ZcPB3!RX=8mJDMI4AxjZ_<TP1Ufv$0tGY0xs>~!
zdFkuh_cK(G&7-RDA*}HAZ5lkIy3ZU$@$FH~(^<6FbN1^O%6@)VJ$Xg^+Wq4{!=++r
zAEbms;|DM%mZeCi?sx3$zC%tqb0Qjxb9<<{cd|2QW5m`#ClaL?ojT7@#aa<vW!ra6
zQo4#x2AcW$;m>={tsUl(eZSClrjGvC{+&$FUm(q2wH2Y&rpAZDRo?LV1ej7#8^XJU
z9<4unk}YB<+BFJ&a&tj^+KUpov4@d2zV6fkWF*g&uNGCkX}5~f!X;@c7`<YuNPfPn
z8~qF!uBO0IsYpCyBzr*X>V?>q5kZ>s2k(aa-#9ambQN^*e{5rQ@rl7{s!YWrkW}Od
z3V|d$*McI#+AwK7&-62@V-+Z~O^~TI`aO;&)DNN<qL|LTk=4HH;Exc$jNj21`M4sE
zrace7G<UrC?9dGkWHdzTN4<{7@UV};ys&@#02GT`_a$zAI|Xo}=TnD}bsme=GZ`d8
zB_E(p<s-&_>vLGs5~Zn1g^=g&*6w5A&~;r>lQHyIMQFy`Jz*8sql>#$wbA{Ra$r72
zV*TrB4&e$Bz7syV=pEr0>Z72rL~XaKtGa27=njZo9T8+XuluirHEnwTa(#UYAoGJ2
z*m~SE<Uh{rG8((wD1_eb_n!&PeN&)^{n%q?&{@07ugXBgE(6|)cW-?L0lixv$>lnF
zF9%1XPEKwioAO?r{Ey^Q7He@s^`+)2Ddl|Z*vw7b=Z&1i_F-?q*y)E4&iOIznnofz
zu?;`xU;Glxh9L^6n_8aPuaFB{)?i){MuSP}czfk)_QJYiPSR!CyHSjEMvMkxLW-jl
zWQw#gqUO1dl@RSC$d~c!3}Jq;Bv{2v#zHnU>-gqF@p<uaZQ?^DJqa?WlqQ7H(qsg8
z7otrK#t**C+!-_l#v_mi25Ijx)n|*_t>ih6KHSQz09ZDoJ)7@)0CA|39`oL8<_%65
ze|P&6;@bzzA0D2g0=dnUY_?A-60cEU^3g)nsG+=scwo%ljWZa@gT}9iiqK9D7S&f7
zR^>xpgbx-Gev*bF>Kj}gc0MAt-?jm$v?+S96CbM*hDM+Gk6F6IrP78wZ@A_FXZ#v!
z6S?R8?TUFzqxy+X@~V)C48}_<tpZ9>t~Xs2r$DH^_>&{W-h6}=$aX(SzSV4>hUoPV
zoQSR<%z#=dV#x=Gt$K+zpkeCcLU&n1%qUc#to<5(?NR}OT^UXtH0lrWkSAXv)XFLg
z&^Bku#JUP_MUrW~7!e&JX|O(5G_k_a#^aHn=gX4XO^I_Ns1;I)BA^)?Rf!g3g(j~@
zyzRi?NI6X6#lZV?;nQPuP39XA$gRzze%W<acvjLUWeB*f;yut$%|&b(=M*kl?=Dxk
zcHZc=!P3&5M=ho6qhd7J<cA(MWm-c`HXZ&>ncM?PZOHa9^F}G?`mz88FqBt}@tkKq
z&y-=0t8!|!8zc`e*FWhP!A3Bf8`E-@TdYMatKyKK%+k87B5mu(dxEKo<Sk_O^4lO(
zBs-h}21PbK-K)n<4pr&>3g)X4C6^G*070)k46FR-iCprH`4$z6JSmbE9C)z%WLR8)
zIL-+yba?T@L?ZQ>EpDE1hNV?L3+-D5;vGnuir7hNmHESu$urwTt<<Kf7u((ng!POV
zalLSod(~D<F6sRSCvgSG+gmq5QuE=`isAsdw{zwkv|v>OJ;4Gy#t+EjLDznPNNlme
zEuCB3Tj&?Rg0nVP>pu402;8>R0+*@0TkzoY4l6dC1ieWxJ`_(wTWz$l-f->rr6o;H
zrb!eRn1b?VxZ&R!P&3k0CUMBvJuK3=BivG~KQBxCIyHJE@|{-)q78&vcDPudr^@K(
zBM+2pbX{R&ShclhV-AvvyN9~oB5dvr^ym3iXAx0Fw-tLed5FQyJ;;z3_sw@rl-<g&
zDM5!Q5Hrk|!JK-2E8H6y*K|VHjOg^kvRZtlK)|_l+sl$eo3!AfR?6v`s6tJJJcSJU
z*~!f%!!oT24V!AQa#nS{Eh)x$tLU4i!slvr5fh-v=Nac+IUS#&yY-Rk8#g_WIn4_e
zK|f%g9-^VJlfhw*S*;TNf65STr8w||9VFYSRu7(X0ciMMPqVk+s3O0!<FZm2ux#Oe
z3qkE1drs2RAsp<YBVm2AbwaZlYyWO6U>du!<Y_n^z-o_87-MR<Qx2Qh)!<5cmMMN?
zy8U0l{nzt26h@y?p^{NQV1e68LB6{6rS_6CN+p(RBv0stdp)<)BF70HGe<WmGwVDk
zfiQ$A{`pX;-AX%7vQAtQh0IpZX~6PTaX)@&(<XT*eyvC1%jbmdCUH(mIrP>oCSd(?
zEjTe-+drp<O5wh|+WhH~v-VU#(c<;tTFoyy$wL5@m7tu!uVebFC?EqP5rEXzko~+m
ztgz^O6Z$b?Av~nA9DH7hOWq3;?2$*Pr~wc-*;LkiFtn8VBsd)lu1_@$s|~u{(e$Z@
zM5qXeDxsSG<mliJXV9+Fl*+^`xvmxU#4jkF)v<~9RzlEgF#l43LC{K)dV}6BEBA7_
z=cX@gzzYvVY?Z$+^w#s3s9f2sm|W>AFgaXW-YVokFkawjp*)@Eh0B45L~S~B@{-)@
zb2$7PBP(QAF8{3kLs3qPbw;6m>?Db}z3#wL$IP@~Bd=MA)3$mh&W7jbF}Jm7!4G8o
z9fWI5!muIlFy#)aWky?)R|75NOe7DUuX1p55Yk7I$`~c>A|&5nvYTIy>MT5tz-_)h
z;)Q=@J$JQg<@#=`i~{AH+<rXOU3tN?W`yS4C$vp6e?1qum`Mb)Qma%_m$nM(d;jcO
zd`$CX!DAcZ-B*_Rk@ouY$|yTl#2IR+3kJ9w2Ku<Q%TVar4%>iio8bxe)#Lzm?dRs&
z>K~4Vv>2_0s-NnS3taL{{aWT&{4|-tRJ5{q@bIIH`+=uvs*R@}<y^vKy=;TuvE&+i
zKOQZ2&P$R9yQQ9ir<cplObu-utSW9Rmw$>=xyvEpr;~%~#8`x{amB-swF-Y53taEL
z;z}M%#MzX)??SHC#%x7Gajl*&hSX+N!$k3=eC*)#Q#PbriP>*UN1DHpX=Ra>>KB4u
zEe9DYyP2nU?d4~qD}$XfId8LsSZd5)YxvkDaQj{uudRGlF^9Sz;hHsi*MGatqTL0D
zkxQY2=_4|)g182tBe`kqy=C-4v@e<l4SG`(T9#R*);584zk*rx@Za(nEk-vvB*;!D
z?<jY$3+ajB?^_Z$k>6A`W|dZa3|U_uQ1bw1Ru2@Iw?LD24t?1=G*xz`0FXY<v>W#l
zsHeeD6&lcvTJ)0v)PaXHoN(5S1>cCuMs_7Y$J(i3!Cf*IXw8kT;6&NV?kXwtXx$8R
zuW#cQ;i;?H5Sft337*kD=hCA++^hz6*%1^>8&*Kg72e%Fa<YHmn*`lM!*N-?0}I=2
zoMNw;7Uf-~@k<Z+gRR<o63+XLJ!M6I?~!#&2h&JS4Et-5CI+rKxpGMfs7$aT2h}B0
zpP=9qd|>N2<TWg;7Ny!GA94wQj~Iv+kv(k;)Y3NCvB#0O7c+cdNfd81{uMjoIY6sq
z)wp5U4!CWG3(eKOP+p0qc?cPk&1p68*ae-pW1nvf{OLl<KuTLgDs<%y-9^UQSmIX&
zH(soU1!<ZEt@hAFr<3bjHxep^E*EaN<_%Y8?{ACEX2ykF6S(eTBg-`&%2-(T-P-oC
zfesanfpY}kT9YqPY7JJ%dwW|dNMl{$Ygz8lHnj@;tE+_gnEQQ;p1HyHaQBDvm25a+
z_BVjlgo=$tFFCxHSg{Lw(>f?Wd4FglJB**i@*Gxd#$+s%zK!I<;MHHWL{MrHe8h;i
z3DUEn10lK_-Zivy0XYsbaNd_Bx(wInb%m!go*x;vJHoFx&T;lxzCL@XDKmHk?Vd`_
zt>5l4pX>Y?#2oe;g_jp)%8*%zksDo#WZ&Y}J~$98Q*JS#LA{-ubz69^tK?&{-{mUx
zMBm+?*_;lIjkL}(%Q?V&>j!Iv)fbHs&uftf<2eo$J+|_UsAi5m!@s^Qfvr%r9QI6;
zqrDfPE0z-}nAqUIF=7iFavtM}i0^sW&duS=W?;Uy^uRZRuzK|lLICQaa1wxIWBxFs
zV!3>*L$$Kp8BO5{L}mc`n8InCAjij}8@E}0ii_bFe<AE0JZ+#>G_A=XO)Z?!P6f-L
z!B{RgD52KaMLm~x*}S8lfvfR6KgX6PulM=e>r3iodl#X=S5-<pJp=A<j)}$E)4Vb9
z8H%`1>i8W?<Dt>Xq<nA1rL*|&ydlflekj*qE`p3|nXm;K2ekmPMwZrOEpE;uqIN88
zL#$80X~^VO)^jh+U2z42=X-4zp`n=7otM;>PF8&0cdv@UXIK-&!F0;qs;SAF^EIDt
zJ`fyk#Cf%LaQ*K}+UJNXLLU?yJ6ohoM6d7oL!TD)D+1!L1UM+ALUxQDj;H~ciL0+N
z7M^8}<p*%<_%=`7&@i0ty8l>iWpPU#3@S3tWilT!(zl+uy7QlHlGkoWB~(VC%`qEn
z{S?`lS#@($p{Kc^5Etu?E(3keOSilyR8b=bD6fF%q<2Siv{%Bu_A%p*Ux^!Ho|7RF
z<9Bj8M`yAuE!=ZH6v;pAX<wC&{A0D@*`QDoLgO&s@tXnQ?*OtIm2|~*GCttinkY3i
zY0t_MqW+ii6d_r$Lj?nr?3r}*$qjCzA!2Zhs6+5Vh;SaeA2;60W(V**@L7JV!HE92
zb6f45mm~88$2!-2xX#uw@FOd(>C(Nn#w&D{?=I>ajSBX10oJ(wm2;T=P`<1_pMzBp
zJ?qgNZugeoyh;R)O%QJG{fsvKGqzdMd1p)_yfq+e`^KG&$_eP;t7_NKzU6+Lf~!QN
z4^f3rn?6bid6s2*IHx>XPJ7lD(RN<mI^gEDz_`g=#a>(efvUqn#y`)}hY|F0-g071
zz!}EVm^icqG%ny<zyD?e!>@ZrObKj)d)Vobu=23`n6jorFyqwAIBuU?_vzq>NJRB<
z>5bC2&Bx14=0>PZGAj6t=bmpzNYDEGxswfaV}5Lava7c5MrFPP^>Bbgx;K~?Xv`*B
z>0*z6MoI1jJ#RDKPk4dY5kkj(AxcVPC6}m)<}o!~-@FNq3IyxZj%6U*AreGInoR2i
z8&eAO<|i$WZhRZef!v_UmKc3;|LuFxsH&(^&qncEF7zb{&S1v??t-R<11JKwM`bv;
zv7dEuE1+O!sAC2XrxZQOEvs$L;F+lM5M>cAh8yr{zI`S({UI1*L(=(j^FvQkkb&U$
zGN>z`W_zk9{LmrsU&{&*SG#F8RMhueFvWL%%;o@hn0YPbc-wcUUg99EA}rclP<g!h
zj9YV0c(K0iyWFooOj(J(xuX6c`CRr$z>k*jN6#kO9T&xH8kBdG?u`?TTS|<BE8uZ}
zN3QFCsK`pv4|;V3qulbwYJwg4Yed@hIubx>*Py;4!@-I%vB}cI*p+1b0??DITgAU_
zusl@?d1@Q8)6mU1bYkMq1GscuT*da`NGT24^v)r|a8pBXDQS~g(Hq>_71pGuZh1Jp
zwpWk#E%NgzE;q43j4kBCZB0EGERbj(#CE=jAT!bwm@>h;m8PkEwJr8q{uuL_qBHR3
z=YV77u_O4k`_vTW`9FHI@2Ce!hKRaDh9TWz!wTyfo!%e)KNk@ij~u<)q9ubXm~%A#
z3r1y?W8#d}51?)4Rn{`*BTfX09o3>V8SMza?`fF04CEO6PZx!f!F9QR`{%Ilq!v{I
zmKgKw@G3cJQW(nXZnfHXH_mhpJ66LE9GgDYV&E_~G^`Gp_3QTRn|qhP+>60|y_Pny
zlO2rgY%UoNakOsF2|(8O{Gv$>VWs<4Al|WGs(!m@rAg5JT6&LPPHg6*o7?zbVpYf6
zQ)%N>TYcyriGW$tI}~r#O^E#x?Q`<z##gaEE8UIJ8ft8$xKp)xhyTyK-9rix;XX-f
zgtnS@L3o2}lUxgJh6tEG=GN}M=clp$<Gw@j<}3S`hjB&$Sf7Lu1K=EwA5Hdykuwal
z0T*C~sw>7x0y6hOzcZAewyTEjuA@Yrqcn-^I?uccge-D$XIi`JO{zRc2@zEiwRVjZ
zZZ7}E2;Q0)Wi-|ZmY>q__@VeN)l;6GLtGlvDA^B~ty!v>(NDpLyR5wTqe(BF6Va@i
zTvxIwBAg!hGf>2gCR|G`jxR~02!3DR5ew5_`RJjQ<SO^38U5VO!=8vt*JNJI_z53=
z+R}$re?Wy-4FzU!BLe0PFRs^LS?um@Z06Fyay^;_BtztAvz~sy+SEc$axGALQCAer
zH3GVNE7T5OG!(IqX~>D2lA1v^tdy@VDV$T%<_0&qT8uu-u?0&MO4=<C0PY6yH1E|U
z4>)l{E)AbJ2Aez6;j@FD+i-M`|KC1plfc)Mq5#>-X9_=notzXfo$=LHSkACfa=_;;
zc@x3d61HKQj`*D7SZQzr>&7vk_C=`*`zqqL>^IbE_t_5<;bg5e@6+`X=Cd^s-)InC
zYvYkX5h1CQ(A6I4;0z=)U9q0>Gv$U;)-#`i4;WYNBYQ3xKZe?HZIXyezCl<XHpkRr
zN^x<h4DxKS*FedF9!;IzbZ=x0!k1uOt&>@cJ4?mL;%;;cf0tj{>QIyI3Z|Fym7COi
zAwh4N;?ky>l{u7EaUO*H*)d8u$8OxebakC=OC~H{_J&EfguD~a9ThiIL<EP$so@eD
z#C6e*wgdc5Vy?Pm+XoZRhKs*v&uO$VmMG0SpPC@I?3mTy5&wd2h*rSt$<|5dRH+YI
zPT>Nfd%OpIB%K@~Mb@CNN^bz5*YKAi8w}hJ=$AaL_I__s5G+?wZGclRiWm6&+1Gmn
zEivvVUEp(m%)4KuccB?bZ>0{KxMe*j`3S0mQ2QXUC}Y*{X_F38S1AlYB)V#|q^5Uf
zh~e*rKgLlP#M#N=2d`@c@dHjY-o&{XMJRajta|U|(K#~j^8XO;e;QMGvrW4)j64xt
z|E!wgLzL$dj@tQrQ9wMAZMC6E|NLud`#|Eilu0+;MAyMNAqNfY+@FGTX>pxAaR$q+
z`rM_=;j>{Aizgc{O$#Xru9XJakm!qYGq}RxO4`;va}Py?u3HXzcW$BzeD3G?_je7=
z%VZpUj7Jy@boH9M7Ibo0zUPS&q!G3qN;?HX2>%n&{qbY01{dynwVq|;{I;SC_j6IC
zPD4wP>-v@6;Xj{Z)6ZioTKC`*5pg?!k65t>m0qIA|Jx0Bj^6fdvpF2D9i7^qJ#GSL
zLWqQOPLr04SMwYq7dPF3k15p*Pvp4wjADg^lO#bY-fH-5?jdY55i0t%0-vm20iF*@
zBtM>sHcB&%bcC94ZN1?c;~gtjE8FM)hDAkw!r!p?Vgwf7B^j06gw`mWFzg<`k`bV>
zzCz8w=Q&OmrApy}&^`Cd`v)3b+q&P&Gu!+7dq%+V|Aog5MJ3uWBs&1?ZH>%S$q3VY
z8QlLbF3P2a-FQhUu6Q*Q*Ye;#7vE-a{l~V}aPajRadwd7rq&tjkbI`Q=R}GV_j=W$
zPF}3OroW*mr}?^9lWCg(k|Df!L!K7o7_*me&M}1Nu1aydMpoN#{I#UZ5Orgbc9g1n
zRNBc%Hm@Gpwr7Q>*gN{eklR6QLR1W1)5m$x=vE6KxhVBU6}e!;l(?lc&OYibcw@}_
zJDzYr#bw@&-V)L#_N7w1XnI&~-8!B!A6zE7!z-26_adma`9u)1t5{j%?aIbVPmat_
z=Zo`?XK9&ql6;Fts}a1|JRTnj!x3L;{At6;S|FRstH`a%YfS&hgdfk`ImH-^+EqWa
z2Z-B$g`0YlN|xV|9MW!V{<Sh#?XF=`D)^!wLxZ+h$W&HobB`PN0<)l70*SLf1krrV
z`qP%Qq@0i9AaUM`U)^98^Mq0UhqGb)N#*Ff=KVSsAsPlBOuVfTH)-j9jx!mN<3U|!
zhtnLrWg($=5PR@vm#NrRf6wwv3#h~id;QO9&<uIk3H|J?LeX=DtJN8tH-)xVo|3G|
zzPa^3O^}~Ds$KD&RHG__cz3Ph$2e~Z+XN}*>~}8r1U&o~b35>ZiDexI7`c^=R+A$n
z2#lguMKb5coCo!mAYnzL-HX{Z&{nrknk|=tvOA%oQ1uO7DEBi;TH;`;po&AsQBP~p
zc?-ONgZ^A&xF`<Hh4N0g<dZwoe?^>ti@m6wl!@dun;oa4x(wJO)pL~?$G-#fBvgVY
z7MW!mlP7dYK|3}erDg^%<|BDLQm%UC2#z-GUmZ4O^3gSd%S=@aMs(lw6w%v=Rhzp2
z&wjf$M*eEC>xhq-gUb}Z>XFKR6@ylt+)34IstA&^oP#X3svs%uyPFzDISC7lI{T`l
z4Ri)ajV#qf`}_+DsG)yGmlvqZDEO2mSP0ZsAJ@Ya*qCs~?@R`z?#7R8!1;HC)0UgB
zcY1N0=Ka1$Vo%i(W5l($X(tdl2T}!D+r$Wc$gJWi?MU7c7Zinglcd|n%7=}+DY241
zPTfcl&0tDWeDrXFX8I18tL+<ScK_p*Zi2Ps%I~%;dsG@5>VHFWuh-sjTwFT$1tg>J
zlY?gerL2lM-W<$i_+XXsdJx19UiY5z!0P-}w8R_p(pCPhqD=Sz`S$V$NivT-l9mJ1
z=2oEL?tr(d$pa9_B0xVGhF?_ME1hsYKBI=qH~$Xf`+G;HT&>1n7;>8te~W;O%Y>{Q
zIDGN_u!uwv7Wf(P`XL{Ta>`~ERM@lI9*BUm>h$=l#!zq$8nsRyGrsdGiH*Y$*TY}h
zN%lSYi{x22Xann@1u|9kjuJn^YchjZdo<!*vPNNzA7G4or0RgbNEqV^az3UyLZVlt
zl$?U?9npHQ*Ibh%!#cf35%=YDJyHRl;R6y_tqYP1&BvD)<|`OtHpmZ34SnT1ZXtLy
zZLM|5T=oD5Mb7gyS+;fpUOm4gB*?LP9S8(@P0G<y)8V`t3%>5i(Rr139mLQ?|KIuS
z#{9OKss--0VRafMrW}fGY8%OjYz^|051#ET6QAXaper`=a!wJ2C5Ce$bdD`;A8e=q
z5w@X%*^nfr>1U(gb_6UkhAh5+K;#9^qa|+kB!BYk6soIFXqmh=PVu62sF+)d`7SCE
z(EN&vp@N8}qhePN_KeKlPzbDx(7tpqLBKdGGN@sUXZ=HSZ}pqeVej=DW4XBSzOLs%
z<QR4RdDm%g?_?x9Gzo5=13=l}@3ypx<A?k_^a8$grG{Y%gZ^8caPs@LWTgMe6>Et{
z=(<IN<MV*PHn}?L{NaJ5_t)mUo%xPyY()1-@37U$A$~cTu#tMi-YyK@?oxA9_Wl@w
zDCZ8_Ow1~=;-}aV@uvE+`;5eoTOcTHIy+t{8y%*nx)<lu{V<0HPY0f2)G$w#UCfKU
z$S^vVV>=wqbZ`Vt8b{`-!@|AqRJ)D`yG3f3xqI?w)UBj8p9xq}Y(hn~V~ygU;DJC*
z=dD_z#pjLD#&&ZW^NokJ2co2zL{#xI<D@ck-j8L1W~aYS<-aAz!2{wZau39r>U-J=
z%w}JhZGsKfPP%*6Pbztndggu&57m|SW>9EviMQL)o*(_Rf}66vD~5?}6BP?XHC?5W
ze0n{56`)=9@pe|}kLKf(Rp{VEM=<GY<MHeCAjkROhjXSL2y0^NRj?eVVtM#-EUj0R
zJqPuf48^NCRNGV??_E`I#gr<NvBIqIi_Up`8WEcq_oX03?LZ)-5AQ)9gYhIFcIGr?
zLtRqBu=yTT%L&<t9pQ)wI(TJJ^qmmRwHQFcZiIYmo{&oLui;e_;1!XWYdjg4o7T;9
z&#F^~>os1TaMuu7s2=HucBhk;OOY2lwsb1kM?D1n$dxK-)Ix@yyW6m7W5+S^W$?Xs
zxp$|w4_Li{D>vIslw`XGt1a#;>*A)?RLwp-_d{eQL9#`@0x{!j#NLub56m!KT2?_?
z&0|`jYI(rjH`l5rWwQbW>IeHy`bmk0{>8E6k6aQ<Y{+O^T4I~>WF)G-a0zWNxAo|T
zqM1F96@wIm?#M6B4K}5T`};QVRq^aH_<jz>20Xs<TDux_Ude&jMi|i-*(i&8zO{xP
z6o{srGm@N7+6UtX-wd0pWJZsGRl8|2=LU?2_Xpb<b=+jX^J7l^0+XtPyb_z}LHz<b
z7Cijit4|%$=4Kcn<HX6@9Q1orz~_h=U!Z9J_cFY`O{GbAf$_Rn4tS<F;0Q1e>NWR#
z!(C)pV(8ad&iU@kbJL@S@9B@ZhMpcfH%MQ(aW!e8pK;0CV4wW<g0X-KBzPhG#b!i9
zu(6t=#9&T?-2Cde_ec|0+RZvK1KfHU!RlHJ!v+_P(aYNC%{}PKsCZ4v7h9hL`0jm5
z=&+vSIo6W`I(QysO|HEh*>$$^P3qxE2=C`H(1Wc5G}!BKAMB<Ax>WEOYX_2zey6_n
zvl$W_pyQ!|`8F!Cikf-ia+%hE(kC%sUK7Ngy11tJB}XZIZhx2?q$<x7%-0rrbgvFr
zm8G8l;&D)+%VUD^#X**RzN9Pi{@K0Wo-lL}O+t{Hv|N@eF(!W<q>)rsxj&wI*wG<%
z4L;<h2j}KP=TyEy5>=Wf+9>@?cDZAg%A9Zxq$ju}L5cnJlL#K(l+yfH**6TlC?N_1
z*^8QDtk0>E9Q%u2dA-okAFG8jXS!`1@elM2yn8lIyFC<%4K#k!-UJ(|1%r87SA0nN
z4L(7RB-<#U5Ffcp2fx)g<1Zh_ZJT}AW;+nW{L4QsAR?0dpAt5)`S`9erU87ZpgVIJ
z$%FE%`a3{+{|Fj>!{^^K@#<PJ#6FIuYu+(9Vc@90{3<_>^WPdas{<q}en5k0j10bA
zX6%%+%M^c;pgEbdKug(UbhHzRN@V}Pdsuz#X1nRsh=+PHI&)8?+Noly2Z#)8in(1I
zw7w6F9>bqRWbyxOo>;o-M--?VHo24ae8{JAAwUgO6ya;Syk^WRo@9!<J$x4@ty`ew
zDh9PCeJ`IZnoaWK#6(0v&`@6ewjRn4u*I^^fF5FBNx&=kkGodsr9nW+2vNg0_AiOI
zJ;BFpNPp#cr#4*mZRU$kwdy78j?RFTcHb_Gzb{Ar5m6O1H1QRyMq5k<?#Su2dsrg^
z(YL1oGo#IF9iyxOWn(*GV{=;a_!>kU_VZduBPu0IafhX+pEZP$nqP2Q#@`5<74a9l
zFPU^61r=Eg;<dr3;n%KHQ<c*o@Z^(|&+_@9+!#I2-A@1QSLU;hW3fx#sZ`Ba$X*x4
z#8C#x+dWM0VGAI$if~GY8z@rz9$A3H;w;^^-o36;@J2(6y-zg?n!Rz_<&H>wrfrep
zeD;?u&EY24ohAowMT#F&#d|WFpsWVTnRF%dkCkwP(@_Ja<RL6D`~+s8S!_Hg-&`Q7
z;wogErpwv8JVb7g?x|CdiNOB!?<6&M1ZKsn$<tN}64?pL$e5G(#KvZ_{!h+RzZyJW
zv6m^{jnx_eOvMAVg~PcQC_d6-CQ=AdJ^abCfU9O->Y;V;26L4KyM5T=hZ+p4lec;d
zlhi1GlcRrLAMwNqe-5!SHvaQV&=h7E-a+r(0umbJf3mLTQ_r=9K8hOjo;X)NOS2On
z5LoD?``FyrJ3ru{7#l11GGNWKhbgmuqSJrHrBCwjghu_%mTF%t)!%aSYzzPJC1TKY
z*bZg>=VH*5l^Kg|SmzX?+tw0eQx$X)2R<s!QyRfPdXsDUa{;<GH*1eQ4WCJl_=J}P
z*A?achhBp-Tjc)|s?~cvZ1W(O_x0_%%j=^-&o_~PO)B5t1T6k?Z)HUUJ1|4D;nr+5
zLt9n;Ue$5f-ud?V2;6_UW#`X3z573t|L=65AA_>ua0*w}Fy9edivQ)wIbGA+W3qaZ
z-p_r%s2=<?Ih-{S@|#?@_f#9lD^3JAUPADT9m)Ppq26N}-sr5zr~3TM{@bJU_UQaS
zCjT$DZ2#ByZ~wRb1g{2KNHQcHjG0`Zw92Qkt9T+~{xv{IMKtO)C`~WLq;upO#CdQ&
zGOei>xu43L#+jD$Y(m4hK)37_B8|tgGukhBRAOtuxG9;v)VjS)TJYapOk(6N{A)D7
z=`3(QgaqG8Ia<C=VK8K;tu98s?$}sS*c4SR(CIsbQWcvGnQsiKEeGlE8mr_6Xh{eD
zL)N}^t93vwz5j;y>(-jtXnTQ7Ek7cmL*#ZTRJ(5b&PTO&=$m}%$uPqDJuxPY`Qne_
zxy1-q_~R>)SY7_Y|M4xo)c)0zVfo?Du2p`>;m|l{I;q&9u!Yx;7h>D9=4Ku+jJLKs
zx5%dh0W!jXT+c+I?68Zc_b9~Trp)i*xB9|zL+;N1tDDf`EPOr{HVt#26E&u*O^Vtp
zYR_QmNmDGxr}@+;A>Z3h3G#|Z?NMfbkG(~_?f=FS`}CEgnU}-iz)RT!E6~rlLRc(%
zdlg5h=+5z{7lnW(nK_9#?t;~t;2avV+{gp<?>gr06+-C@2c4bMk`k1t&mjw+e#`7y
zC0gF;s@`>=-(ZMvU?!avUuiS_w|5(L$`-UU6p|vd<?%q1zSm_Fd}cm7!!9u>q<@LN
z(Hscuu%lg>Mn$@0zmk2wnuNQvRT0UGqgD{3@jGvt<=AE%%PpE{z_gWi2<sAGdhx0~
zb$dO0)+gvt#;C4AJvMjw;RWrj1ogTPwNw?B%<bRn`!ZGYSQoD~sz%uIio0L6;ES9^
zOc_3g7@~_NYr=2G?=pU@epq;W&G2#X%=2qp0dVJnB4XtWtuCbY>WR31rRr-0aV8_g
zdF6~UWpeW9j%MLmVrFp&@E}tYv#O!a>VkdG3xk{J580$L#Wz6d|22e053PT-8qc0K
z1LtL{*O{wWZg(?(o)Ro8ESivoaW^MttS-KCb~lO&ugd#0(rU3|Nzd#!<CJT|h!#=N
z@7Td>)O|Y(Zi2QwY`bC5Z4NwJaNvWM`?Xc(a27zD%iC>Z()s;hU*jhb3^aWO{Q7?A
zf`X+@;L4XKbICyDEWdb=FYAuSrgZgSCxzd_WX`y=V=eG4>utnB?-Sez@FcQLN(lid
zV`k^a5Y1+)Z585+v{Wp)APK)B^O*piyr^U1WKZX(O1+KXF1x%8IEh^5@j5xV1#$mh
zkaWt=#OFhv<E$^_;hVi}$WoCA6=0=cW)o~6BEOG>_y!4ltTM_=dSc(@imY1rS)xZ+
zZv_Hx$m!)Sj9@J8Wlsr&AtV>w%`nc|Eug;isj2;r!7Qv}k$E#I@<Dz<%iK)d;RE{r
z+VP~v)HBqW<gR`hN{#3c_g(a{`llS(>!Pgap0cqk_=8bBzxFNLPpo`rbROCLInQ@y
z&WBZPa%X;?pWcnJ1?mjsCgO^8E$4<8q+(E2kApk&3tTy4Kn+oo>9fQCT@%($jTqSa
zT`I2yRx6=ua2BZJm?y@b7SCXg2o4h*>04WZic=(9QkQ@_Bj8ZT6Jp>X#(<XA*{E0Z
zYhN$JEK4j((-8bI^NL;fkN$6h8@JWzIS)^qRS0aAcSUdCz8Arb)?9;dplX5=oVGoO
z==imF$61OPD8_-|k_znr;XvST&icvP2Xb$Py4(^v&8(hVe|J0ZnP%|*%Hr26`X)6Y
zjMi|FGM+K)M&>wM<}lu59^e;ufObm&a??7j>Tvxo^Z5lC=q&}awf8G>qumG><@Y{E
z|NX~@FP|Ge>f(R=MZ4cyZPwn=XRUzGN$VM3@}2MzJH6yyO=!YZr(q(NkA3Qpdqb?I
z5kDWi$s)Lo6HVflnK_E243G_$tZnQ&AByB`57wB%mKa8YUg-XB4Bf0eoOB*I(1(eY
z&r8di>VB_lfTuZdreUulrCDkW5r+#iy?#Df|CJ;hU89S?T9sCEX*m})2c`0oYUJqs
z-J*{V#iCGjP;y^g`@x$g4^-J!YouUS>(3FX$e@X4%?%TcndUi0qAQ@8HlKeRiwWhS
z9X)dJz<0ef3!rxi5A%M7r_L*h>uEmBh!73QUj0|4H*kMr?a|BC<jZ-gWS<I~3-vqI
zv_BUImBgzFbCLc<BGLlbT7@$d2Y{KhLY!gb>>nYq9&-e+Hu-WaU`eRP-in5xcY^H+
zxp@u61-q6jrqqawGkIP{DVV<@%OW7~@$6B$zEIcn%fq9HcY3JZHk~pM{PP))=7R%!
zAaoTNzO-vW`yQ^_r>>B+pmshl(z0MtUR(kWH$Y)cA}mH9r7`L&>o7!;Cxf)`U=2>P
zyc`1L_+QVbj_igSsFXo%6c*KMK(oUoP|1ZFLfImh-6U-`b5@)24Dc`ZSi8;o%?nR8
z%1&3}irY&K;{!DJPn1Y%yS3f#P>TP4l&(pH@cw%JQd*`lj@}T$U0Laru3Ff3S!pPS
z?e^_lyH{D9=7NWtq@SI4B2|)vF!%2M*eo)bdwqt&6fRy=pxUJQ>ETzVLoH?*Qk82h
zlda;@#L3rsmLsqJ72%oJ9xa@;y{&3yHhK=v*&f)7*93<>PVFF&9o)UztX}G9>>J`k
z*nTY3={9uJ!oVJ8+80s&iz&#rHay6KB&figcUm|`BT^uBsmLta@{rmh9{0MiSJoMF
z7oIK~I0zb-H9VN=xkUxvy}JliLz5D=Z-X{fVIS2uCTH(Z)j15M_<->J9<T4Gw}4Qp
z)rma4HI4ZNpkiE~zqT|(#|Hiv-^$pPfP<iO1#NSr$k%!z<TL*|%JFa8$HZe7Q~1^2
z!~U=KzB?SwuIpEx<cTDLH%)ZuY6yZTgAmb)p3#LNdK-k%62TKSdUT?f(HX-iA&D~j
zFgi)J8Dj`zh<<Lw^M2(z-yh%go$H))UGM$Z+%t3Sd#}CMUVE+e`|WizVG%1|ar_<)
zD=6lJdLQxisVfWSs#g}>Tw#^MUtQ@0RaDbwh+k~#T-i5rhHs+Rhf@X4!i$m;blCi)
zZZ4dyr16EjUEt`AgC@cub9Fr@L-b)dqWI*13h>+}58#Z-$;Genubcnp#=tx<q9K9r
zpNDC_3h3g_0R?}KuYX*ZIV=ryd?{T0*Uf)x3}SbwSRBcn`*lJBrLQVfyuAx!8-Wv0
z$>Z5p&E9G9DJ7|QXV~sX1vv<w3^fJC8V_`7>}F16M3hEWn?iq<7*t!*tBJhn>egVH
z?VV|oG=H_A;+kS$QAi1Ee%u_|T_JCaskyb88vkhMF3Ye(yVOD3#nZprqc@w?z&*NA
zPq+9F$2Zzb1d-N@h_kaceyr|p7diA6>I!UF;yZmwB4H2C@^)m(nsjW)UY`wNxSBwf
zj%aV{aftTgk7pBPJLz56gEbB)a4yjqh*M^&S7GO;aB&z)cXUa7fXlYaD-O}V>AUje
zN1(lEM)ZY?L(_<^X`0h}Q{Q`D&8s6br9}L|2Od7TBTY{>2Mu{tZEE+I7O92$q|`+;
z(vkEy8!ZCTAi_N{2aG|+FYzY4kmegVdZ5!;M5Kg!F4+(+JWp##o3g%Yxrb?OAkW9z
z`qlGs(0mrR_u2`ZkSxU(RI2)wNc5$Fg*U~DTsEE)^2XnQ+GU2cW(A;$U1Dd3LnG77
z1^O>g8$co%u14~D5_H7vyj}LJM}2YJqP|1kXMW51prt*luUr``ReHL<prR3d@d89T
zLRUTRWB&$xq()Ald@W=9PPg<<o`7TYG6>J;XqmN+qow7k-glp7gyRb^ple3JF_N$7
zH6LPy@00~Y(ZXs=9#&$>Un34-po&0#-tSt84!C8nv-W=bK$d%a$+Hd^l!VeJj1!L&
zlbP%__ulw~B4<VvLm}T+$Ojk@7rbJ(SZSjkJBqyPlVKk&;o<1zg?5f<04dc=#Vr_O
zvLBFR86CcI8|x-(Ak5PXqO-&-s9O`=-LiPn_unHLwLJ^9hA@1pBotvOOw0L3Lm<)3
zn1?{<gnXna)|#2(%W<oR?Ai8ujsIoE5K_XDNSraQzW;G-IzzUNh7*xH&MBmO`ec0Q
zk+Va9kKvGNOQ|t)4~-g|oMN@*U0VIBZ0)1RWwB%^qD;*l9eCfeeU3%5Fd!eMoV_ib
zFlnGZ>RB_Kb}z5bIV_B2^S#8TKKvn$)meVYvsPBVe!;AM@cE~L(!4CFVz-vfuinDh
z{C$j>DS}5E!d&l!VCPX4%!ubV?sj|=>)?QZeJ_}U*6_r!!{2vb2V8%)on~zvk8s`I
zhO9}O5;c%SVW)+cB8{OW2RgmqY`jv_70VdwihH!!kJQXs9OA;jeMPr3OAh$g`Yt>E
zBz#KTm@3fJ@OUPsDm_|RJ#hgd-{9HDdc($7d}w1Bq?O7VHz{s0)jRm8B(1DRObU#Y
z4Y$P-?cfa;b*#P&+0^1s!Q2*JObd)zAbovtS~?Ze)>eCzIW3HI{o}$npi3h@&!)C<
zWp+}2;0-(bI8KsO0%e?*jreScufxm`RmFZKNMI_-p<V(EZ<FFkR;k_UCFRXcdU)t#
zBp&(Ybv-|bGi=AsT>h=2HzGSquXk{iEEh#v(>`kG4Vi7kE9ZQFyMvwNE$}q-(VgI!
zs@Li!j@DUaeyrR8+iq*0!?Od$7?5s>lhYEJS#qVtevfI<-nlbF-FIz%y#g;UT8s2m
zj4;J+<EL-t)UgU+g<M4oDt?7n4+nT4>8xz$6oppGa~oY~SW@wt>&mj_yt2rp3(73A
zc_0odvJ)oYVc4GI;ud9b<pS}$+4#2%?b>+$vP#477%(4*T=~a5{?-lX1W9ktBWCv-
zZKsq&0wuZzO<U}oWYP2bfKC)^vo~EzR%z3soHHhE9&qg#F8hq`AJ9%o-eW<%JS<pu
zcwLA^QL)$qMr?<sfY;3-(rr?Vc*eQO#9S(v50b?*XqJ8LC3Snr@H*5rhjU3I02vgq
z|3EED8OM>pl=HlMArqq32{BHYS=qyVorq6mc=hycL|R#~Ns<!zXU2`bw^eF=BC~xO
z*`(GEn+bn^%*|UssfRb5XSaz94{Pvgg@uj9ZYuYn5_OuJH&S`12$S{-Nd4f}04f%C
z2b5{hM64=zR~cMQq%&i@sI(*3gSh%t95c1_UUYsma;{B*<<zkl84o%zef@I1G~j$k
zPq#NW*lX)N-T*s<OD<M+=T?hUFi=K8?B>iPQX;b2>qqb<+J9U$a-ZnqFO-<CJR{o{
zR!54F#f^YXUi`7J1KGW^Nn)d{@0o&(VCXu0V*VKGo0%Jky>Qm&Nnk{QKmW_;&v3Yl
zJBCv`V;42gbkiPpfg<C5`$3<E*=B~I8MfIWF|RetzmGc{gK>_3_%=`;0fK5j2VD;>
z_8dp()~6NFKS^L2$Z>eBc1Z*pwz!I?+P-{_g*X*Zc+pJMW}>fuVtcPIxgLawWA}tr
zPv-7ozM4Llkr(R1-zjj)WjO#ppE;~2czCrtUbq2eexED4?8G^n!y~z5#SjrSK<w{@
z@=PwO&IB=v33pw*fMQ;%h%~B|WrWgySS@}kMbw1DJR`U_gMtu)PCne8Sc)ES`mIC+
zMvr!1#3ot#!3_0yxojK#_+1CwNX3YLuGBwjhWQiw`e}UH6jtZUc2;B+9zsz(LZM5m
zmWX|iuVoDNC5dLoU80}}lw$=vqJgSx!$N}l2diKBg)L${nJT@yC9^z7T=P^aDW0(E
zY6H=OmF~sk_Kig+*9r!!J~%CX1x79%{IcOZESQ;Ckxo0JjTrY8EI&W_w4v;2#0Cyu
zZ{ato>A7so@|;>2dR0`vz~qgfv67TFAv66_tvWn(OT|1eb0(yC&FakSQy25+B8TTt
zn_y0#N~QQF-CHv&Iv9c*aJ;cIJYa(<(a3Ri*?LD?3I4z}{^6q;@!rl|F!EtRUB#m7
z4kKrpMbjYrZKyU`-*EEf5Mih!KvU4_4P&W7?vNE$D+GubuKd+lBP#~CFRD?sN2-KX
z_pHju@2MyQA<0ZyTu8UQrKp$DSoUN1u(fRp#bs(1xsoNDauYGqnwqEWf^~uCf$PqS
z)UHv>n#=Ej^Y><tlxg!Ft^Vxk95%i)*D=hPLyBkUej%+kEP68**rakkei?Fw+Xi>R
z7JYjknX|+BUu%{=1V2tBCHiW)$1OR6Z(kXj4xnbqF}RO8<Az-eVNz{}Jm8CE5OQ$-
zWsv4$2<qp!_GN=~Hl5q(cD+~Kiz#FKbH%|f;OS-FW`AaQ&1qw+l#h9XkK`HQ<D)?F
z8c`ih(Bxk6mz_D}qOefHxgS9hHoQCB?6CR0S=)3at?K3KL~UGtt@pF|rf=};_EC&&
z7jgp>9zh5BQbntL^LC5KiA37Y4F%OURg&m$L8ZS(`62YC8Ova!ERQ(y+-N_yUsaB@
z^~xv9hrMbIb8X!vzGzOAw4|VCs_r_a{><h9-+RTTFJ2Fzis6k7V=Nh8Zd8{5I1`nh
z(<9SJw%QWeFPzE)<6k2yQ^w1SA2>|La@(ZWyR;&^8Gk=9!-?~+>m6Zt&br5=NBU<V
zTh9dAYPbl19u5&Lo9*vZA#R;$uRnF>jD4nZk_}T%W{qJQ^Ma2gMA&Ol$zqqv74p4;
z3tZx3A3u@j$n6I$SfV9_KT7$B*dHf?(Vb&)q#|mPTF!7X0^2fJpIhGbJQW|JWBcx1
zfmLUr2H)k`>;g^w23fJD$Yu>prR+RN5`0gWHmB&`Ne99#&YhSx3W^&V|5t9-0JA*p
zqd}*)pQpmjdz>>>DJZ?NPCgX%DvjqAvBfLz=8a(8Cdb_t-WGdo!Uueo{{CJhGi(3P
zD@WhoI9GBV_;7*hci7Vot2GAhIe30cbz|kb7huLS%5Ff9Tq1u|FafY_{w;6%E*&+n
z#`=G*0U(QKKk&@pE;<1oMZRw&V0!k**}p1acqqtKy0;Ox-z`5)6m|#;V>G(6shY&I
z8E(L}(|sJy1zsGc0{#~GXQp}2I@)(K#>qBeOWY5)>r?@hJvEL;Bp&Zix6d5Pekc*Y
zRh`8i32^wM1LjwD%?>V4qMZwiSA>s4jHl<`MjW;$XBHfBdT#*Z`^>$1Nw-FEfm+az
zzi*mPZ$~iwCB1~VG__XiB*vq9lw?ncE=udCRr-SC7qIzG17n<PzE6rW%V<)LI2+sX
zBgkV**RxoPD3Cp$gYDMp`OD4CNv197iaSyOOA68|0RoMR6+zXmiX3bye3;awkk_+;
z*i633tG%Vp_5i(n{`m&{6yA<hl3cy(Pd=O;e{tGlSw5P|wqc6c(a%}-Jy9kh1mbvF
zBrj9xej1OE6<o@G+e4v%)p0^o)aERh`MFJZ(JR-c_V55r{sIp3Ms(!5l5DwOt-V}f
zNL{vdT9YAOz`EG<r<G1c)1FqMRXoYis8nGyZ!Klp4?pid+GJOF6^t3{wdkrTarw;K
zwCM^bskCLdghze+p`L@e_Q8_dV0G~+c)w*Y%`+@j`>yJJ9RcDg$H}YRqc`=sy~PR2
zUE8&}+zzp<q%G-jMqvBcT#yr3?f#-!e2^XtQaYTbZyU0QA^WrESM6{ko*5bu?xLX8
zs|n-T+kdh=k3;i<is4GEjP^2ut<60yS8P06+q1acq`|kS6H*V<b<*=-Gt}!<%6Z#e
zi=G}Iu@}C*@e*S-5`C<?Q_LgvZGD}Pu&2Ca*0Z)W^_QH$#_Ixs(whE7hF4Vv_t9ry
z=53RFSNu%w5)cGqKccQvf}4@!DCkl$-J)3{h=u5Kt)q$-h->m!)g9BgXUJ>D<Ee}A
z4{*CI)>LjGN|oMTgS`rZs*#=zYcEec*``*9_Oy|vd7OP=@o-}Pc`r6ESA?M(`Nxuk
zE#Sm6$A+Yjk{n(llt02WmkYhIG>Yestc~>J;{gcEw-R$NNwx_#!U|H4TOesFl`x>?
z4L;6jjnezoG9^&@(Yr#CMXMo9@YSVn-ETb~KRT5nb&+Z0J_%Y|)3r&LkoGh&H%J^^
zx#0MRs7R0ZblCL@&*7naLXMk)EILTKMG^gEva;Y|Bt7*GzgijJ-PA)FU%1-vsU$Z~
zEunjzLI|U_+b5-!Tx77IKcnBEGWquYku_OXII<cSLR$b7gH~#f`O|6Q0A@P<(r55Z
zb1vyB+4cc=-DW1^^4q9;6D~5PuWu_8S^a6dqUVyw@64<Qn3;XRgGE<W>w`_lgs}E4
z44GNt^n(^uqZP$P_nfBGkblTDrEP<4cGrpDMHB9;;W!!w9%wlRAMV69kc1V_NVVR9
zk;m+SzEDg=9a;UWbbm65(J(*fy5dIL*e~ZYoqfK<>TI2iAORdM=l*LbN0w(ta7UQ%
z1xunKrnzsxhiLR72Rl)DDOT5~_<HY)e^|cz;jTZ^PP0YguUEOG8X8GxSanHAvuE&`
z0J{0g@6;^UM1WN?%7g6Hr__;;>4Y>O<Gdb_k8Fzv>xsz-is-rD$~Wj`{5E=YXC*^B
zf0b2#)G{~}m?*L-K{Q|n;yLcW<fYopK7%!HopZMq=%r&enRK9~qH68Ic0Li3crf7_
z<=RdMGm@RR@5~`IM@lg>*Yxp!@n2`oj~kF5LVfLy%k{MasXSN;I=0P*zegaDK`ad(
z$1dB->-P`6J6Wuy(Q~E90FfQhh%0)!;9j$?S7{l+?gjgEAD|Dc)B5QdX@dUz5R?+o
zkb)I@IpzLSY?1RyZ7wb$=mn^eW#2kT3R=Z5QUXg@6nRr5rB=+(SEVQg!^lt%n{j5|
zJ{<d(Cu(q!rJE^A{@6D}JlyQW6Lr=m8ct=7p4y=!l+U0V@Woc=3(d?y2;EKeK0Lgl
zsbLtkhcppG@YTqaYpcs!SIVN&yW<!M)R=n60a(1+b?Wk-MULlql~5$FXq{*H!<4e8
z9iS1knNjQfBv=GpczO@jfx$`)I0mztjLySgZY`NJqmvcBuw-b`HfjuWPiUJVGB+=4
zdGBS@cUag}kdPi7Z&9@8mn+%rW5TD<$7b~Mi5X4D1A)g6uNt$c36TaR_o4f`2b;l`
zxq0bD^67!so)&&jOMACBus$Zc;WUh5?-~D&zdKUdFd<>yzmIxVd8Lkw-iK%z%?V5u
zbwaVMw--#+FL@ZrF5ExuQYE&hB4;pN$#t#uvRGO^5ZwC@<`hOQ3U4xbZO^UG=V;o2
z4qOUjbywn92@EO!sb{kCp{Fpg<)AHb&h_MvscD{<NUXTcrm?YaX_9s+hKetYjOG}f
zKx}L758fBjR@({kM1SaQKNj!wZ}G}x<>||rjdC54X*Y)EYk<P%6cn|UfA9EjR{+Gw
zMB;H8w-FCIK?mHE>@fWUs2KC<Rl}`A{WksFdgyLQn*pY2T3j#Eo9o(_7|4&TO?199
zZO7;9^Gf6m-an3ZV}(zD|MT!66rQvvoAZ&zP|Sk<-qVkMf4}L}0DO4%{I~BWJ@wB=
z9sS|I-9VH`=FE@IgV_JAZ#1*D9EyGS7VwaclKTA`ChWLFpNE2j8SuJ}yr9D#_(z>O
z*7l?B+_~^SebannYk6J>FSZp2HQLGZwhB7-R)FD73yjz^VT;EGm~`YE@SoN+j1i=y
zMVBud%sVQ?3xmOiTo41VuIcG3@>1`uzbIQ&a()er-^^Jes=Bx|?~98DH8zUqfK7n&
zts6Ufka=ac_M3v<*`&!1)e6(^I|I8Qk!wdX9Y(KfTu_OsI_=zR37v25`F)IH&wPH<
z#X3?u);`vJzSne35GqkwqLSNCrIb`U>eptF@aUqOPpP77j!n_Zaze7@U)_iS)Qi`}
zAcuV(XoO>I^flOQ^p+N8x<bi5O8^Y}dhz$8D9+tDkZDV(Lg#FSFuZ(>d-PJx_ZA<W
z72#b%dZzhV;4m1CtkE><DC$`?X2^ctF}QR#Ku-xWr$MrMjXC(@l33#uZ1}+M*j1yT
z_<R>=ZSj7EvsnS^xzET@Xcyb%J*~P8yXd$$<?L*`*A<$&!hU!6dhADyVA*wzs=S6<
zN=cH2yb!Mxgj5t3jhL-pZe8o>RI;tB=u~y-!srm=4ab@^rVR5JkkWL;`!Z@`4NHIY
z&xp_E$9fDCqXe<=W^gC_Le5sJstayF$QI=>jh*3%5*cPuo7Q*0ejlhN4QL)T^7N6w
zwT4*MU2K>sX)<Sh`+54x0an7~XT0H~{XlO`q(bgBzGxAt;y4?KYXUiwR;!8Het@x@
z2bsI*>eg2w(=NO}*II!c?0*xNoL!CgQOAu;*T}_rMnWM52?xk~?8#DPXyRbjj@s_Q
zmahJ=DDj)mmc;>$rwA7mRY2Gc&=%+L+&OJ+BSLMKAs->+cZ<qc!`^M*rHHvMjAfEN
zr@$A9DxBZ3$uVkNj3;e8j3O>3G21>PtdZ~I9S>x%g?Qnbz=w4PHlP%j0`l`6xjdb8
zT@e0&ux*?dKklTtP5u={zC84_v?CEDp6%tFr~;F#wzXwJwDTMBO!B54Ftv<l+-vYn
zh$!?F8#fsG#Na5R@mme(AJ3ZL@?nua4T{G1d1DrZ*>A1}N3cU?I>ReGBYn@#npqc^
zKtLvruU*+nhRjQ}EqT37B&~I4mPYSfbA{4&>dk$TV;jK`M>(jVrAm5^)l>#tkg*kR
z2r(_jrP#j7d(9zHCAmrQ4_C3RJg(BlJ&)I@t?x9}8gnlTr#ax*hJ0|R71nBO1%s(6
z)<WyHPVKfJXdvhuFSM^v`d)>5c~b5x&u#aaWfrVhZ1IRiuk8K2CwmReh3w)>1wA*R
zDH}U?D+YLMU8~c2s;M0cowb45e=F~?!a7pj)oX?N*!msWw8}*L-Q=A)Bl2cfV7fvK
z7tEIQ)YG-ZSZY|11;L}?M@S3TAiSt)HLNzGT_kP<Y9|zJ6^q%uDfLrAE5Rlu`|Q7e
zyIxWA;&qbx6WlBBP!y05<E`T@c7JBbsam&56soqD@|L;{l`#7=`%|Vlw7vqS+V}_%
z^^w&(6nO8ocUjx@4I337wPZq7FyCwpIT&t`4)^kcypHYSjH&3PwU}$$8Tx5=IE`)`
z#@s7s10(jQ@}umZnR^8m`jpzu-Gdo8dQR(OL)rWwUw@k>|EQ<FK@lM_YzZAzqUr65
zMGJ8(A%W90g!)OLZ^DyQ$!?}|4MK=&ebt!>NinC93!fxz>Tl9{R=<j}TN3uG7tIUM
z5ZZ6_OFE_T%dw4GpKZD<!yp{g>YzyA5>hweu%UEYQ4S@oU9(O4G-2$cnlz<LDxEMV
zClLzu$O{JXI(|dJ-6qBr;f_B013LqYzKUUvshG^Hn=g%uiDe3sqE`D@=BhT^A^Wyb
zwKS)P2C%jMO4-iAU-<FdR)^A>1p=}`%(h;Dq!jr2(<AcG<v#Jg(Rui?PM0npgGEV<
zkjVjYNEGoYqwYeH)QQ4!&f4QRL}<~SdP;Lcb!udJX$2@DDaE=HW?h|T7o!g4<F(Q^
zd6m;~uIwsyE#=u9K~+-|C9UfqLK<{9kf!F2TlBY^t@oKScrExBmx(EEj)|^}X38ve
zO))WPA($N=srj7noy+yvvxLV^=Mrda97h}e<QC2)JVn;XP#d6HNgppI+s!2R?qRmE
zqH4I8j+8#!ue?OzgoGlqxC(Ih#Qwy-U(z?S8)-65P1JJUW37zEkcJD|HCFQDj8kr-
zOj;@ZU`^#vsGJ3p5Gnj3%S;tOe>@h?Up#8}(8E<NLzM57iQExDBrO_5>Ma^b6(txT
zpt-r^K)s~mOmhSHHcExASOD=gcU`in=euT1Bg@$J3t|@BCbu$Y6bp1oJmoUr>-)x@
zryd*KdpzenJc_6QPmiV6rH()rk%11toJpD>r^oAi5k1Z_@-XpiN2FR&`k#33<;5-Q
zOQ=Q~ks%jj9$y_LE~&El>Vb&}P<|i3ZGFg<=EUvJn^0heM#o>K^zo}P-8tE#Yp-+=
z`ZT70j2jjN>F_4}S@OP}MtcJBZd>N!;e0TP8INVgYusaFMo4x>T)TJwy?P^{gzfr`
zPk;(^-+Jl-u|lar;T{cw=V`tJC!ACrKbx}^9yIL*?!Aeow_uvyM%l%r@cSA3`aSF<
z)R!B7AhdpNkA3iRn--Rg9WSb^DSCCv(A0<F&6s<QSI5*-prEMpm}%ek7Xz!`3dCW!
zCIQu6AK@!>YWmemqoSK*oWEwY$?B=sG}4-gy>4t>5fq`;jC>W7g8CuByb?bl;bF}C
z%BzE6e}Q{Tx@kl<(r=XYpq^=3sfkg<cI)za7P;-FJ_MRKs=6mRuGHtQt=k9lwAPnq
zs+H1M)`PqWl&7jgUHVQ!i}6NioIzLJMD%_P6FlQS`9*R}dVA;>$l7um>sHVC!n2KW
zf(u;>zK09Sn2Sm{9U;Yri;`u-+s7I=0W2v5ucbJu*2d3Ee6RODa-Hl+I%{PmZXd<F
zhumIj=~pjy3%$rPt>c!D&S^Vn@m*D%=qtCFRMctoQ)<#_wj**`QY;MWP3pOH6t{Jw
zhl|Vj9zeS^fr-o)oYonDf`>N4{l>;Q7li3=Ls6sm*mw+Yac>4!-8~t(M{810?UVvc
zFC8@SiO6{Nm=~s;*d@m_7vN!pIeW%^R95~=bxei(_o9L={l?wKs<)7vld$X-od|0_
z9i^CMx({&g^MMiD-Cb?i`%#IOqSy*LhgkFFgz$^rchhUJoVcynjS92{Wb!HJPJ>{n
zUXDtzmE}d2ST~_@$9wMcIc=OkDR=$kTRXq5C&i;x7D&^4?>z`oQGb?@(Ib{O32T!`
zKGgVQQOqQF87vsJRY6MRYVA~A`!sHrnbp`(Cv4=fhn;gvR|wqp1767xpHl2<PrCpP
zjsk`T$l3l3ER~$zZ&?gvq!;75MYwCrq_bW-j_{<j=&^tB6!+42gY=`Wtmece4SZ@G
z7=d(Fb|@5>f_gdMZTAo<1rw(IZkHLDp56F$u-@SF>Q`sNC%E6(9QE?om#dSiep@Z=
znhuk#YJAF(SMt1oiH@6G{}`$`Qs?c_YOLl2nym$$)hM}YGnR2{cC6$LKbfIu&Ax?j
z*ErStx)qpz%=GH&_))wK%*oY1{$&0;(@G&NDf4eg7VrLbL-GI57)0x3&PaPCFWHQy
ze(x_iCHR!p*%P5HA@n%SaP*#H{4$it!*KBO-9u>dNl*g3Z0k__KyF%)K^*_<h*WJ}
zY9q_f-rqhmGL)h>TJi?W&(5_BovyC%9;LxQ^c!DS#-!Y;Zj{s1P+(D^bWmt3;KkRv
z%kFPUS<?Sr-xL$&vk)Ba{DcD;jVCJ4bsTarYQdgEr=2pIOiE}flFb*y8cLKQO<Uq$
z;HQvde#tO*8pCMW;KpcTFmL-cK@Q&Ql8#Y+sgrjOUhqg+N}e?AFCM>3%R+s6hYl@U
z*EZ8KnTQaaKIC_-!$&CR*5@*s9i&TY*s2_crlzO3Pb0caMZ}f}HZew&V>xXs+mpD>
zxBmDHjo^UA1CioS!pqK-+p39U+3Xn#I|(?}l+YZ--c}HsE$iNEgdHtz4R6q+!ywqI
zRxeTDraYwha}Bi49P>{1<p>w7E8`Wk!=QA`Y$k@Fj@|%hDXT^E$00G$*;;eX4}BVx
zhC-2qsfgvN*Fe_5tMDp*JVlGH<8x;KzOST6BV@(RuY_6e7IgvaBjqgA2&pm%;xw93
zDO#zPtZw;~uG6u<p$?h4<3k|PdzPsAVD}0n^4g4C`WV&CBkP~r2y{Mttb`cb4BE8g
zjVe#;4YQPVrx(@1*2AFgM1}j}#63;Jg}Uj9*t}QA3=0p2nS07^$qamdJr0gw(R5Hn
zXxW@~jXc4QD8dvja6r2*&Xzc&a+}LXCJbzsXt$3b9pV{v?@$@6zxTD~(!uQ7l`qxV
z`8kl!EiEdM_bV6ppN51Cx9{^}2xU#mV)evJOAxw_5z5?7)Y#Layzd%&;ODsfuRawn
z@`Y`4(wj8kU-?B7r@i(8EC<CJKZ@ZO1lT%rUfa%<*}2{8{-}OlYS(+u(MbqQ@n2eL
zuskKX$;bGIB*Lh^1Nk2;WXrk~hBI#?Sn6pz4cJ)Xi3@z_G&o!UvcIsF;i6<8Y}nsx
zkMeqq^{bKpYJjm%U@s#7qJ+eBJU;N;uR`rCtJx+|F08~d5SpT?9)na)mVxPK4gXB@
zC~f9`zr?i2FX2BLvJk+_XG-O`FD}KA`SK5>j0rHa(14^itwoY^C?ug{c{f`|`as!E
zMpoX0Pfpb!?%J;EZeQX%PQ7M9mOT>vOR!zw$1lk{#8Wh<>mixO>I-thr{>B<0UE;3
z{OePI46yye1BYm~-N##P#5L1V_pR4LYB61+Kc{cC>BA3ps?+eV7BePn_xDX8>F5T&
z@q>d;<89di*Sk+vL)fbe51=UkGBCupC!VbxY<<WuSa@*EFgQQ$wdmH{#;>`qjU241
zLhE=q*1w(<Q18ux2J_XbTw%O3e_70uhus(V3Oe^|T?~ec3rZ~UeDXHpn%A!zvTg5}
z_&(eefnY8O+7)5!AL2F^Z7c9bFw|;Km58`S1W-zFi(m7%w+ZA_)J_FP%<JO&E0-4d
za~;^zZd_qYPqALS8FYF8*`SmQGEIB;$f2UE$QI$KMMJ$fa0ht!8NXH8wx6D2>C~>c
z4;SbIg8mGQ=qc-+Ybfo$A=kHiBBrT@=A+D+aG>wgYP+#WoiRL!{u2E*15T1dXde7m
z&iD?7^kI~qvHk94F|h^#tzI3Vq>j7qBk&#o7FnUreHDoW=omu}@?x@E65V&LGILH^
z_P-?a`fbEsg>B|}Duh_C@WWp7U2q(;kn9WRRvL=Xc>LAgF7tImYXLsv)tD!^M`e{0
zn}$!P;r+Y<^UkIPLd2MYg~yD%B1+}Pjjm|-skadcIhIkNsU_?|552JYu#n*2S(2w*
zo(y7irS56HwX#^fgk*!PP>UCHp9T#Ig?f_n+IkD(jED{M-IxZKx;d=^YrKv*w4<bs
z#pNMcchMLi0qwcl7UgBNoIlg1#+8snv>zzQlgfx6e-Z4B4303*#s%isY`f$8Nn?%L
zX@kHkvW&RojRK|g3x=&xvA(sf#=|~Fy01PUQM_O&t#EON3Z9ALg#v7rEwDRe<)z=a
zChzT7x<4f=AH`j-zm(8}LTOEndFtCt9Zc-+(E241Z}KgjtQG$#S>vDx);7?cE1?OU
z+o#2ztP9@AJECckB`_-SA#^NUHOk#un=mORpC$>t$@%kq;)r;3%w}C1XY{+Gad@u_
zElXZ!OWf2JUb>QVhByqcmhO;J6hUg`KA|4p)*Px7$?L(zPJ;}7gAH1cEy=uv>|2ol
z31A>mmf+FZq@O;zpJ5j{2%UJCev&w9R=8Ix)AmWw)JwqTblm{;qjb*OUSrfBoX<`;
z*7lt8Gkw|1r##%qB+8>6&Quq%)ecW~k*m()7D*W|K9TI3n(5oO5nGR6mMZ+MBI4(O
z+SWHuLK6TthN{G74FTCwfW2~c`{$Ft{}@I4Kb=WDX`14{NKz^RO1DtY*Lj#3wf>TG
zOm*fYyS-^VgoFKCZaT`y``qeB*_Lh{f~pi0%}@VbT6D0<^cZ75^Z!hu_XsZodiu{y
zu{r&J#FM9;pB*uT-c$a@O5R31hKh7n9eNtLTS&(N3nT!Ojyg)#Wo57)ihV=<2navK
z$4~!TB)L_oX=xaA9^szYL<$}^IHnza|GUvsOC}#-o2qf-Nz3N4fxCosJ+y&K-)^eZ
z#FW=zvlQoo4>6mJGLEG_=L{1ywvqew`ZS&RH2*y6DaQ9b!h4>{(5W&?>h(>u4(Z@Q
zN*R3qEu&uK^h)w(IIrl~i+Gr*DN+Q5d5*s5L;vG(0X;k(;S>zkZMrxiz{YTPJ9RE+
z__iFb;w*}!={5(ZC3~pvJQnJGzr__)%8G(0!%YlI7ZRgR8`<k_9f8b;opQ=M^4gC<
zSFp(~Ik93_(VAKfudapD_O`P~*kt<kj?W_3mCN`2o|m@VR)*Nwcq4i$FV<&UPtAro
zhlEJQsp&m?8R#Ze6un1G??freVITDlk(1O}ymB%}_PZSA3OfVhJ({i#=Q)0%G1C2a
zsB!@}45U`tV@TQS9bC_<G8&>M(z$khd9%xWDVxjMrT}0Az9Qtl?4d#0%pWP`zlGa?
zoea88?}_W4bQv0oDJ2!-IYpeFarp{AeF_rOV;mzky4HzImULPXGkAEQD9C2Bt$uz$
zNf)cHyq?;#)=-PFV0-sSkkCH9+ZBRJS{NC2&-22Mg3g3mES=VZ7~5wJ8LYfSkgOSt
z7N+0nbNf>*;$QNufWf}ac>HkbyghA^s4eYzqxkb1UnA;G?(H`!VI7A-m&f7XN=VXK
z%tRM27A{_dBALoda;^ehJY0qi;7p#96r!x_lGug}C(jK1`p<xIZ&RD`;W}%!KjL2i
z`qI_c|5o>k)J3&Sz~8bB)cca`gP0RD(~DnVA2Ul_0S6s=4Zbn1&RL~xlm1Kk`LMa1
zHg#1t_B&MEG5S*yLc5ueMnvuU!_J376L?XEIv%S=$FDG53xF}rK#;H_|D)yz{S|}-
zZVcipkTCzF=ck@Mv{KS$8W{+^O{G>97AN2xH;ua7_1?X^;s9Up1N!FD+9mp$YMl;Q
zAb8BE%=3+Bze<%N8CE7BiiTm9Z+>tOcME;>6o)g>t#KP_U?2-#p{-I@_w(EB<A3LM
zOgHgoKC+k`JQp_Q1b)M;>YH^;@bo{Q^Aft@g8?)@F22SDpLqd5u}@^>1$)bBRpQ@8
zT8TLlzR9+o5?Xnu+i(qF3Erzs3&*GSmJOXgHm<Yhes{k%(>&x9Ui2CF5et20UP-IT
zwa7`sQb8!TZ`BU2qK%QP8t|yEY+(xl+=8UJKZ9VrE;Jh{<5?#8WYqdyclEYAi?5II
zR+qQOYnc92W>$Bz`yO-K4rJ>Rx$T|Me9pZ_5!RybVh@<KaU7I6GQn=@LrQrJFED)6
zU%b4<e-6%G6-%;u7!(x1(5to{?ONthqnoDP8V~?l@eYEs9+Poy$o~^p?Ol#1kB?_#
zP{b`8_2faEl|)inMBQfAUi<>!stp=~Ym1fUuc^QP=q%UoSStKB5R&RvIk+x|b){3^
z#6j|={{l5ubZ=tk{mbsZ7Z(4#Giq2+KJ}o%U?aU+OMKyezq)P`Le+pUepg<kG%Dx{
zmIFx%o9~{^GJbwr9_|LjO5;U<0T5gev?EI&$N8cs#=;W!>Z5L2m5e~brdk}3!CxL&
zN8`Jdb4I+*{?O)xPu&L@-84&x{MqLOP|fqwZ(GBfBoIp(c_J?yGP4wVH(W?za`sVI
z9o=ORzK84*LSpFC>JmclnE5R85~mnJ*^tB&y_2g4I5uAxNDMXqNm;fx7Ek5nWeu>1
z1YIVHz619=`ntyxym)^+W5CgZsfO1|g2H3CPh0wmbWI1CeONr&x0{dlU1>A^7ioC<
z;4JhyvGYpy*hJE?>lJte_5r`j$hQ3lOmzSKUe~9)lr!XzqeP59>PQ_j%IM2METybl
z+FT**=+E*i2^ur3(eL=W;ueWUXAX%(K*;=C3!UXBjj4~m2|WKVSoFW}QvPQ_*1y^h
ZXp258ey3HAI^y;z%BejmkuiPqzW~%3hj9P^

literal 0
HcmV?d00001

diff --git a/docs/_static/images/traffic.png b/docs/_static/images/traffic.png
new file mode 100644
index 0000000000000000000000000000000000000000..74002b1679ef0446264d26460e8a2fa33bf99944
GIT binary patch
literal 36786
zcmeFZd03Kp-#1*h*J#(6%UqLMnM+qqR;FgTlp8ipHDzk$E-IOsx#2Fj05xhhnc8G7
zrQ(#S<%T;V3X`U!sFbF-prnX|2neXi{xVB*-Ouya`_FwG?|VEChvEt6$;t2c-IveT
zpRc%G(D-`q*W0#j)42HK57)MBQ`@m^+jh<lRpmQ5LB0o+f3_!FyYT(C#?gID<%@rW
zopC+0ZCi7`x-|GJ<?DaO{^*ymZQH*RfB)S+f6EBEZCn0@i$9$4ga)x?>{idL^3O1a
zduLEeE~;Lz(ulp$FS+#UndQZa%Zr{PKNk!=%q!lL__*Zr54i`<9^C&nGsALg*Tdac
zcYpJ*!TbC7W@+#G>dbEEf1J5`W!J7yVur(!R~JtmN`MRf=jyON5EN%l^4zv`uEKo+
z{e&|w>&B9U@IiHeO}Uy;=D~}P|NMD5|L)F}zm5-HTzS58$9I39G93E<;wd-9_JyvB
zfjwc!!i{lXVB#~w)m%_u5Eg`MK0JT;RPH^jZODS{QBr^FqA5PL^^;YNO9->$$1nR$
z@3S#>i2vlgs_%J0orI#<?bbG&cCf|qi|OO(eEozF+K1)wM3hemb3>0n7-tE8&Y?+&
z=Wo5g;S4=`!uZJ-%2ncn_i8uh16$AZ{-(d^jgV>Xpgzn-je_R=EW??1?~Nxmhr#^~
zHNC~s`YGSUuHex-Yo0fq4}YQVd4y`FMvW_aQ<9xCwya4qCf#Yu{$K9jxN`>pvf*l(
zuw1X1b}Z<K14&bVGVmcd4+!`m?^Z<yKHPLu&HTc<@O5(G_J#YJ-zqocZ8ye+Xf@{R
z+c}`NLlW;(+fV(rbBFu6|K(~Am0tL4&tcq&07lY-lg17@d$ccoA<_pb)6zJddwbPB
z*0?U%rF&tYHW;Z>q2DOj%hB`#Bi_KSTtTSx9+(i=X<yizr++0W-}M?E7>=Cbqtlwm
z?HpX11)^+waC;?2f?>i}>bnTF8I0~Pv|Fja>S#<sC&f|3s0vdA0))d$uLTsqAq#hx
z5)F3lp!(XG$roPav@Q<}NO@^CgaXrw2ibbV51tm_9^0eb2~;mc^`s+d3Eoj@LvX}Y
zDCA==B!?i+F6Kn`bvv>`7KV?+@j!^9ke(r!6ouD0N#1w+RE2+*O7FT9Eb}e{%8>n+
zD)Mq_%<t#IMi}F@wv%Q@;ZcvrSjjBZBtc)cGs|YQan3>!D+^(x<0%5)bbS2G%U;65
zQ_KX-#L*vHG0uAC)G>mVc*Jq=qYv84DIDSaLz6I*{BxUuMM;df!L|~-c~AGkUhNL3
z(?N1D8wKA>_RJ#!itRCo_zeVAi__8F91p%MX1Mzx8og6N3M<3;8S!c0(VmJhxV^lQ
z33qdWo1iXoSfQu^+>46BFXS_@j!?@)NmpihgOn8AO{IX|)5n$D*Z1E!4mcKhYGejz
znhlw3V6Bj_3Oh^;zvii~yCKxt5GgK{$0(jwJh<qRqh`LL(u-+MJYync_}o}thIf2S
zwZMQ2@SajZE-d)cF<AR2hn5wNM4p`CkCu>i^UuP49X4K130D@k;0sN)&)pA_Tjw6F
zIrFyy-aEXEUM(O~c2V)KHo0#UhD#M%bOs9-wmjhT?A|R5Bi=;l-YDlvwrlRt>e($o
zF+btlkgdfEMqNLHw-RE>R6hq8pQ1O%Lf(*Ez6fF7-a?gLm`jaS)YDC7Cv@x&O^Elv
z8z`<cdCg7j)`lN-Le7q{3qYL?hg?Zu;c$3d3XLt7){D*l-MSK!(BKYVnB~caWF=)(
zYtZf8E9r~C<|g_T?u0KiNk&H~CF3y`ZfhOmIJqqCvNM+c5D)NnS1`A*F_(YVKZ;I^
z5O_bSD8*nz(o4~KPc_cgC8`h3z)C2~G3l>kx9l8LdWp1q*y^`b`Y3wx_8x5;CkrP7
z(9<qs!yu7oIE!Lp6iumJa~a%--1h^1uRwu`PagwSlj>$tj>#q{C8uGR(&;}X)_JLX
z|HUfY8~d!UZJ2r#S79`tzEBNq>7NXYsV|#o@|yTfEi>cv+;4k7-#N}6=M@6=&{K5A
zT`2S#e767)vb?-JK0z&V?*|0njVC$bPJuI~`IB0|Iyo_$djn6|AQ}CTXmf`-T-dGt
zehgua=EF!Xcv@Gd(%Xjbb^ybyFnQ;&c5L9j0zRo#H)GOgnE|nvyzWew=k!yjp`ZGF
zp|bv@4EDkvZSPCjO9`}v!ctn{YMLl$T6%*m2Pjp`M|X)+iI*nl++F*ybRq$WlnZ`>
zeuqexO8@}N?+n4b0JEg^&+l=z9$z?Yh%!~_9X&e#^(*kyBV_f6`B9f7zCmWq^qsYP
zg}DUVCq~r=bu=<oz(gOt39XQ?XP`cC^mEY9A`4sOt%PA|I(@5kk>*hmVgK?q_3Jk1
z{pq>w3$DDI2<lxZSutFW`^0k+dr}_h{~Hb#i{YvseH#Xu8>DP^cnCP^GCrntt<A3{
z!r2#MBqMbOyOsuiJX9lt(@*Hb6;$YF;Pk>pnWNqpts8r^H&mrp{QL*8W4sJ}#7b2y
zQ>Fo#r?#Fl=Q7rl&{YL@UHb04W~LqzCPaUN#J$<p+<fouVgswxZG3Kfup%Ecccu38
zx(aS&Zjbh+B>hKwFO^;?Eb(fe_g&YXJzAhZdy+KCf&aE`Wg#rU$~Neg<n$M@uqw-K
z+#Woqdp@lHWtG}WzD2E`TBbo6{5PdRv;SmXTh7=s&QeQF0?xt~YqGGks3`V2MWnMc
z-)-Yg6Mh_jLa{i*GfO_>58`U<U?KH1NKaqzi_=7BF@mU0Il?yOYEIxPvNn&f&=WJz
zRW4a%A0Vjb75}w$=6ZM{Ol_e~ML+(@3FBi9GNmY9pbfrm7t|}BCKK8l@sfl#tsN}Y
zGK0D0AbssgfQ6iM?;LMwsAeXageSX!Y>h9EM$*`#IZAaQ9umjQQM*UCSEJ60E=f60
zeQwO@b9D`=Eg`6W*KzLw!lBSP{`afqcI974UvsfC(%ILx>4-e9w|eJ}>~QBP@NG}P
zF}up^kmu(ns1+mmjL(MJn#(rAnLAAjPJ6G9ka^Ayr)7&2aA1Or?sH>owPrE5G8ZtO
z;x6lU_#_!?fn^cUE9@G1ox|=j@#SH}a^cpT02bHzDe;R(EjQnzy?nyBzPx7p^X&`H
zYMDj~Ru0X`e5Eah(5p*jc5>;2MdU@$&+fMvK(dK>9@hfazQzzoHmUT^5htIhWde*S
z^e;ZuYG!YsO7BSPVgg3MynXzJvoBP9S8K;C`~14|vGOPOoRxlqG7wFc;xR5e-KCbP
zfyPuyn#ih|8^RBOVWZ{kGaqb2{%|7c3*!^S!@}32xQe#t%i9;`w?-^%39dOoKeN+7
zIU;}pwZ$@Oa1*0CnNKqYdE5a`80h}%lir2O1qB(|R@H!{{@sCMQDrlXU9`1q#v~n_
zYjFaD08I;(e^dO$2Ww-BQnX3s?ibE(Q|VO(JGi|9i`w!qnr?!AjKY)MNg_SS#nAlQ
zd5wzc&9L*rJF&;n80CUBgdf&NJB}G#mUNguxCnX`SaH(aUmLZntTAvzX(d7;?6zFQ
zcs%xm95C)p03q;FZaz%-bZf2|W~nGzrHU?5&p`h@X*R5yO%2pR$SS?!ypyF0Y(0t-
z|0Oux8?97`1+~(UWkw`Jz|%)QIFMCC40S%Gw8^;sI9HB?es-&*$nAAG=mHi2vtCvt
zu%)9VGg9BY&F#UmX!)h#m}Zw@{~lZ8dThSkzI|F<dW->pr#WjlroS)kYq#<0NtIsf
zIAI-um~D`98u!$|Mlr%C>2PkWf7)D4tfO(tO)g~{z?Yw%GI3nR>eF6-JI(w;y}env
zEy~q3$K3+gwYsTZRn6=>VVoW+_lc+h2xfV)puTWT2i<~NLWK?jLS7cr^dqMNSA`X)
zW)h!u?e{_eGs}P49!z_`o`7!ThFy0|Rn0sngy591#3YDQBkrN>_Y&?~U9-QG(5|oT
zeedqMY#q%V6|=rhs~3PFY4oOELBU^3317EfQO)GyyN%69%gF?br#kvtyUNVNsmu4~
zG&SR#x8%=C<7*@pmI(=O!c{4UcWWa>ueY*Udj0AR9D)h>0iIY6;u){ruJ5r1bjz+$
zx~luluWKD7TPQlypF@c)U4f4dG01#5XLg@D3V+He$dSE6W5+l*w0l2VePqebEw!y*
zxM~19iR_k{CXwTQP)fE6CEq>u*rraoImT7#+;l)9;!L>x9&LDcaB*w<7`JhF?n1?u
z_b{S4WB<a3d*fDe?5_vhFW1fCE4G+-(B7*<ch;))zE;gta$&os#osb9*mc5Kx&;F5
zQ^a1a8Hx7)faf(@OsHyxS8N3YI3<CP1#EgcVEE0xr_%fb<Ydts*Q))RJM=qtn}Rs?
zC8t{{LKNl{C#CumW5ydnEqk^-xXPW-UjTlP2H)_F2RP}tAgpb13RFd%endGhYe|0k
zV>-M_^Sff8?IW3|v=2|p&GrH3`Dk|Uv8YcwYKWAvx3b-r+yzxjVjV3+UVZm#c?*D7
z*ts7A)(1IiqoUjlSr_!IK=}G!_Glm4aMUeW0h9cAg9zlmY>)W{bZL#VpnWe<Z%q;i
zK6^hXB}xOE=qkoWJ|^6n%i#?m^+KY>X(tmd1(X@>^gg;zyE+3eWhx_(BQkT!u9L;q
zl*YLn8ox_&7#1{q2@WC?)YCNI;#4jcvW`otOA;@NOD3sQrfx2iHDEo>O%d-qEDP9d
zbvG~Z7Iv>d)F*$sm*l*)tj?<%V@?vddDe!TAYN(4bnq7oncJ(R_&(or8Bdkz($c;C
z!B;CfPk~DSrs$l$#r^ICm0qp9fq~gs5IC&wS^9=><h3$r1B+jjAVzBH6yRwP+};r0
zF6v%MO^OTfu)2A4)x|PAJjaZ4smC8(=+AO8ARmJs;|!K3zg5k=c)^DBAV>dR<~bPu
z*;jF-r5XH%Wap9qlC|vwd$Qfj2>+?tS9}G0YW9X++l9xHn$OY)V4oV{)dsNy3ofpa
zt@G;i+NlQ7Ilu4fjXkflqL9R`2ig!+B0=}L^PX~{0>(9s>rA!#;&#u2DifVclC6TE
z>optL@9Up{ry;DxsN$!;+Z|JaPK6Ic89%8s$DN^h$I_idSxU!HoCB{8tbsfG%7Z#p
zctb6IW*yzq!~lo(4f7vM?bdHNq_gN*z>z|UXPE@mx;W_g6<~Ji`A8he)_<o(D<LIh
z6Lwz|_&9IrPLn59+{vJ_APN3Q=3cBJ3+aR;>e!Kqz6+_&C7VNIVly`1t1&EG*sQ$1
zLzFk<V;Jp#cPCi804a?s76ZMn`+*+Irh)mPs7dy~=DWK5en+#8xAjF%Mz<Pcnpq#^
z`t#d^$9|cMlbF#3_3PwT(0xYUlG}m5wm)__szfz&j{Re}Fq6qSN5mRB@Pl~Fd)Nbo
zf%~cr%$!D;Q@=z(eys|;35F-Fq1io^6M=V&lKcE;*vre%stNN;vx!R+BNKwBiq9U+
zoBg&IR^tq>TxgxEs1^oxNk&x+(y8-576%aYCabW5%Z3HhIXA+?^_tFNk#uU7CaIF&
z?b~sfbFo6NiuK5mEKUO-1Yj*-=1-C@JmZX6&9=w#TPyjZN6Aa&P|5YN=5PB6Uy=u_
zAv?4GWV;t1-!u77jD7I+f6ucYryl-4;*?#xO0R4-M0U@*Ih=&;C*&{Yv8O$|II}`M
zBfv2On4`^i#m(|USwEq!b3XtzpX&&GEP?fHLa}Sm+>yrwSydJ9Q}=002EZtH1FI!W
zfC^J3h3g{pk<EQ(PV)8FpCL>uiEM>VUNE2AY!*n1{&YcZ)O!xb^*e`DtshRO`vfF1
zb$C5hDCKuPm~CBGt718YCGdECW5E0Y;bUUwZO*+#niu6!g%66bXmm&@se<%Z_tLUw
z<j~a7q&U$_$&K;wuAkB+m4N$16w)xi$17dRoI-}$zTH|EvRmqCwg2=XY^@5xq_Lm+
z^1%-zhXVD<qkiLs`^nW9rhu!~+({I2kx4>AS&B=DL`ev(o)^?AumY};&?B{@RL#zB
zFodS~JZ>N?n$js<2X;LAb0g<#_iODi&1gBJ5wdf~tnGl$Wqd20Y#BDshc<lb+&{q+
zL?EJ46WxaWFs%z~V6EdF1es!zuCo*vji@jCB}icoP~@aWr|`=}Nl|vbv6M$MhFWfy
z!Q+L(eszK%8(<_1e7etxC!azB(n+Y0YhtV@W^iF*T(jF7uhQq_93F@7*<`W0wjA79
z<=cbFK_s`(v*}uUn;DR^+<IJt)koA$QFeP{kLq6ve4upug7Hb?eW_`>?wrv_ztR{J
zEZ*9a7ZS)nRCjX?^B|fPaO`A5vI9o0hQ-&7RNGYNN875Z>)&t_V>kOQgt%YGMrac>
zx%rTLo%Fyu>fK<YU)wsVL#U9seIGYQ?=(fC!fIOf<J5Ae1lZRQ+SD6aTs?RSa5;%>
z{a3+l@3hiI9BViQc%}i!Gs<&BJ%OARe@_GdD99+IaR+7_+<e$`r#d8}vGB>5X~P)3
z`Z9~a<nd2c-7UuvPy*SKH6>@$xi?b7!@{dVE~xZYiipFFXH&}yX2ouFg`mblBQQQ2
z4Ln_nyg<jjYxEco&*MDQ8>87e7@?Bv9$rG7O~nn$ur;5<Y8jX#9o!fvxUn!Y<vX51
z^NF63@M+RS#RU<r77N2LE-gfJq0S{5h+B?cIOz)AYUgn~D7+hy7!zdyL;3S$W4=tA
zWwod(f;@JkW1oH59EmCD{@iR<UY-8bV%6ODn|UhiV=Ug=f?GvSsA-Vlq9df5E$f(a
zEY3CGV?z#g+T5l2A%Y?Mo^CH2dmaurOW<?omY}g0M7&x#+?s;ez^Bm>_|0pnuog)h
z(=L>hbwoWRZ8PAo&~x~(gG1eC$U%%j6~iSS?^8iAi`cNgV(Wa7JL{c))<0DWoMw5*
z<--#za8m>LblJ={6JhuC`p`Tj;kg%+<xjVM{y9w5(l|=AcU)>0bTo})Jx8u${16Y7
zH*=PR>vJ;+!uE9s`+bkwQ;*ec2xg`|X<W|_+zSYFO$Ot9RWG?<V0NC%O@j6DrEbI?
zRmghxG3ct=IuZoaJSb!VH-vsf@~>@j4tIdiRv>AeV_oFnA~E}n|CGn}SL!OgQFQLQ
zgw_m_8sk#^y8hiX>7`zQlBL_c!>km|-Wao8afgT=(wj~2Es-RCXXy8`aPzM9m69$i
zeA>I!7RlV#x3`gb8GX&+^GS5Baou_@YjGf)*(jRP+Tmh)2Gwmb$%VG1&bbIZI>y?=
z?@XMUifF&l^%=J{pwSF<r(1nRJ{>N#u$icE56ljcjLk0A-jgh*5jTtS0rJ%P?#fRN
zHGsV+FQb}K4jEk>MrBU=GLvsH;)r8YI38|A@FE_77xc<pNrgG)So7tm;Rat0#JSVf
zuyj7w(2q_WZ0xH-_shN#UZe?VSy_PFU5-8@v)bH`fwyo&B8KY0Dpq>5G>TVg88SAJ
z#7O#J3(hH&Bmk)BLmVt_!3wkA{etl7CgoXIZ1{LeZbdApo)Qa6x0q|cC0|>DwD4hR
zNv2!+q?nnB4dI3OX(9eexjB2Sx)aYl!F{l&itw`k{pT#ngNl=dROYH28$;Xl4M;&2
z<;@zoQ$NIls;Y#9W&V)FRiG@}{wN|pqosww_}wwx$b^oY1V)6y{t5<RLMZERr{29J
zA}q)Z)Ju^SRpSTo#Z_byoP!RD<h+`@=a@h6v6?ZW!Se+r`{f#>9|eayz{a-zIheqU
zr6+zx+UV_jEQaMySIFk)zj0^av4SeeVjVNQ#?fC0dqfvjFP-LnFXoQI-Ko<KH4E}?
zyT%^+z0RXDg|14k+>kgLWUoF1uK@=%I|{pNDPaZ_q#UVVINqM-__|wdq!YiH=H=+x
z$4zPsPJ^51^dKhygs&q~wca5U47wRU_#7+p7Slyp3=GP!!{F8UcGFbWMLco)pONb|
zNtdm0w^FRE7$2rQMgNcii6Q61KgIggqw0?ly%%#UPMCOmcYF;MZup*N&5SLOot|kZ
z@{|_3iaMP<t-<@`GR@2b=M!!{akmX|rF)2{Lm56Z#SxaqtDo#}J@KjGU(L~5kw+1|
z3TRi>h=--goONhC6tB{|WJN<s&kRGM;Y<&C=~#nKOJQclUTtqq&P8E=^^ooXHS*iC
z^(L<QF$CG8qgR?XDDy#A^>TE9VF$gyj4h_nM0lYi^zEB+o_|MDzq+uP%i_w!BL1Wg
zL5r}dgYKs@NfeQ1$F;6LNqgIO!vfxQrc)H9>!5u;@v)%%xFZKB_GH3mk(%!|E%Nop
zb($1K(#y&7gw2@yl1q$}rw!B1dNeP(nr4@pM!U9z1dGy^{K03Ym;%~NXPh4$2e%CZ
z1_Zrv2np<)G@Llfpq?^5MqQTpgaJDZs7AATMF{*Mvr(|i24taYYx)7Z*#tYE7BuY_
z^m?8N^GpHDW}|s)%jMHW4H6m?OUxH+9f9;OF0JvoOQX=vM3@PoZ+eK~t<sx=<7I43
zk7>}&P>&@yNJI8ReWh6P6ZhhM9pT{AJ>&ti!3~QF#R4?CudKw=A2WZ$xg`3Vws>z*
zs#SE42S#D;V%Tc0HxR<qwFU;|hZwEq>rEacRiGn)?0vHZj(Oj<Qj5nXA2oFBT4k(J
zB3<c_rCMxpkvS@{3*AA86fJ<OI`As(<h(jC2ERE|QYM$*Q)&d+=4}YG=v<*>f6C7B
zH&?~2CnpbPZ$R)~E^Y}f@y|@T4{A(Nrd16E$pc8~adS{S3_1VENv)NdzqDRRkko==
zNNzrB0TvGRt>hB459NxTt2_xUb$q}S(bcjGXFcR@gL!aw0p5O^71TxF8cHc}sfn~U
zUgb8guC}-Sx(Yc8a|0z2%Y3`-=EjbtME{t_`n<U=q#QPwB(W|M@MH}QvcNv=GA@-^
z$@5R8R%Ns0N$D1+qonoLgIq|mZ-^^*y8*7+=(4$m2!ooJc}5f2>l@7WMB)k@Ui`bl
z#3DLij?9~<o&Qvrl^S!+9i=|&D7?L+gRSRn>vyMdM>sA%GgYRL0)!C|av{8*@li)Z
zrLi*d#`&)A(Q#{Jp0e`D>O5&E2lKg6-zCTs3uosPcaEc5TCa6HZek|e&KngL{*2KX
zuQG$z0{cIvrulU(I$-CgMV>yFHi60Z7LijYYOc}YZs-@U>^XDLuC|u8c!b8M=9rY3
znT3fn@spAH)zq+w^jRvk=Xj$ln7cJ3`?!)a;rm7gY#g6$b~G$2kz$$f>0Jq9lDY}!
z=bxp(K!zjUT+6amP%Aa}%w}jLr5m+(vCSGU&;&j7J54-k9_r_cs%#&)utjHWMCiwo
zIDp3K-b0O$q(?LEbb=+qFBkQVibFTw{=~0^f`*ucx>-ND8+sFEU&y#Dw~R``dl4I5
zLT}qm9nFVqq+ChVSJz~%Ti;TQl{_m`_;68CJTE6y-SWIwYLFMVxRSn|<KqH!g>0tH
z@F6vH)(<${{7?d_{3|bWbodV2DRTMCdyMl4l!<{NNN;k{>Eg<|D9}(oubpqbbD9X0
z*;K@|SCgA3$yFR{M{G~~c1VIuVNQ>b2ClBlR~Z{GE9rMA3xC<Ys|W0iqx_pE;~xpY
z4zRG)8D=y8I=x_>JkbHK?XcB#CxX0_r)7;x+%>yfrcW)p1h1>jbnJ|@b?fVi-v6?h
z;|xeDuZP~C<F=;xe8@g8$;LWmW8QQA@h4^Iord?FS++N5J&G0-(ffg|H-QIr8?4Mw
zkLoE}Dt`MZD{T#$q>df6vzK07>$uU)-|9#Yvi=wm8eM~~v|H`M%bTZ~tl&kBzr|o)
z;6DA%t9vZppkR13#iuh8znyZS0i2e@viz(pjd6oE10oEU+HoX7yR>|TYl*NGItHm}
z5yWGnC5y=WD!pXgqU5uF`T<GTvPrF!g?=S}xZ5w|Eus<Kf*F)c{y91Bb_$+eyXqe&
zeQCeAkm%BWZ#%4xPYo1~ez2xXs>BY5yK=wE)>yZ$KJo6DOtTuVMenN<BKYY)qMJ-L
zuGonk8@d_0q@1>NFe8%Zo1BjQIwA?9k~$ZzpxjoZKK{t$CIy>u3SN#PsfFZLChz(j
zJK)>=k&7sZK;#{n>iBuR>tKzknMZ&Dc^-3oQZL=)hJ;!LhwIt*03<1n%-g4b{lxe)
z`FNSGtVH-CW|B>ph6rBfrr1@u4<7<Gn62OKq--PbQ-Zz$mB$7KST{G%Mo{%8(MJq%
zt()anX(+tKBwB3VY=ds~#4flb2h0sg+zcf}H3pv-FtnrjF<4e9iq7V&C40i<`ea=P
z-HVFp6?-G~QT#*_xHHeJ!lOzx_D>xlG->PrI@z!r(;AA<_>qtxiCc3WjsH&(S2hIl
zuDg37I~yV{tE=l{_;J>%$>n{68}D%0QPM(kKOMu3AcBfFNu`&vY3&mjF0y;It230j
zIf?zv0U4lRPD995c$LBmmpUh{2jGx5!E6qGwR0%ioT@e*JzcU7;ur5kXbmPm0TmnO
zk8P`Jp+hd<Yod_|vx-@fzf`&n?Bmg3j;@?7C~H&(t9Vk58v>;s39Crnlr~D!`DwsJ
zdy{$4OrNuyQD;5JRp~U(h71f*guC)8Vu8oze_=mv`@CLgC;DA&qJ-TSkAku_i&Xxi
zzD@4f_TW(BT|W2_Foymf>Nky-1P)RclA>Be1IHhTfAVkqarnRKhX{B06v?}a8iKZy
zz|jaSphK^`I^Mp<ai)pbRc`}4xeN84eKRYzZoI>;8(udyvk<NV#P~PRhi0}r0iMBe
z_^<z>Kb-);;L%HN9?{!`SL<fy7gMdAsHKLaB4KDB{T7x|$60Cf|J_Itsjt0-ppM81
z)O^pO`N8OKY*(?nN8lF*NRigN%xnMPiJ0)bqjV@6!sz&y;YaiHEc=eIvkql20?Vu}
z2aj!QaT%?MerEuf3VfI>-COX)kqi#N;2n0<M=b=-_*=j@#gI3C^F6oYp}&(J4)J$F
z3)-Q_)Z(#wBa<-Y^GHpkJ{#oz*iP1C9<>`uRR*IXhNOYHas3myYQ6kfsosEDRRb@k
z&dK6|J9UA3qed78K$)lnY5tXBf4#R{rMJ(00ukd8-!&#YXw9iMlQ`ARY_q_wu42_A
zYoY_5PBW8+-HPG1)CKYQ1~%UIHT?l0>bv0aOSC^t6OkLTTEkW!FO-c?>7M2i&0d$7
zoI(wB>qp*_+{Gw=UGiup*}fBCSc;SfgjR{2y?bpqh8@>ff>#vA$;po$%ZE3<PqBqh
zNLnWZwaqwh(@6Usg9dzM3+yWfb;ZusLG5V1!b?2|f1r*gc{TB1MVDO36V0zfle-or
z8SFSjc$UOqBcp^yBFLDWZ`3)0bUN42bgMifu4i0gis&&dL?PrY{u&N;N-t6#{4F=1
zZ2-{omuc>j;hxkX_O&oTv?QWojuiHR50CWW+oik2JJC!tI=YUk{4&5o&RI+_&V1lr
zdlPJcA9xuGKrmo&Ab#0JwXCYX);H4+CET34qgXw&a$GBQya;dqhlV&5sdNQuw0Be7
z!0utBTzQbYoubD);uVQIqus?!+b^kOZu~k<USFQ~g8}2E6BDc}QtZdSd1PRr)}3~0
zJ_Y?L_RnPQNVw<D9TwsNt;H}G@)KNZ7|GPVzw8K;*_eA8*y6regKcr~u?k8Klt%S$
zP9?-5x?9s+1<YEYVUYew?`o>Gw-a6xGnm}&7nnj8C8dYCrktZ}9Z6VhUY8K(XAD`z
z^Ew4BbJ-fo_N++rwJG<0Ayb%aK+&J|p&HrV!kX007Z+}y)Z*q8>f7`q*RjpNhv$W=
z#|lD5A24X`>$t;nMkGRrdT~*Qc6u0*4~=q31{CI{9liAuFdm`a`*MX{77KLfwsWMe
zr}ZNr^s|zS@~EwC-K7I{95?d=GH_LfeTb}ku&U3z0)0f1H*mKh(+qXH#|A9j@St<u
zXG%DuO&cjsk{62R^I|C4!kAG*YO&!+$6Dv}<ayxolSZ-+SDF-$o6SK#I93R=pcanP
z-b_qGPW2Qu#<Hc!-O4;c<W%wt95gY{mzB>$^bK>fZC4v4)BZ|HTe!0(qs`LZB%WKZ
z@*%tg9m{oPh91h7iFJq}9(K1suRBGwzvyBqGYU*mzyO^YOzkuWmz^|Orlgz=hosZS
z2`@g!k-S9n9gz%kGeFQ_LVF^vL1|R&KjBgt{8dP3SXAnIM`tbb4^ae2+d(yb50{by
z5TH#-F<ftY%okI&aY?#Jy}L*)Zc~~LeyT8|Q&GiFuz>Yoxne#TAP}A-N*ZQHp{YzI
zMZOtE_E|`~r1n%LdHKR$CxRlW(>?nQaR<^G8l1F_o_%5T7B<M8svZ+Q*EN`AMqb8@
z$sRe}qp>)ZeA(4hL+hQS-<@ju@hb6*zmq&{S~e}EG@>R#PCuIU@=+Q%rR-+^A-k$;
zX@MW#BdHf91;U|qOA&erb|l3N)m_6*33WXNPjqFGH>=4RnxJuz%P4wX?t?3X%%?gT
z9y3e(*kOE39=Nh5H~dXDy}9u+gMMcv)($fFXBSE7XRkX$11b3U@Zpjt4VkVkc!@GV
zp(nrYD_xX_i?~`Yzso!>cjIhHh{YUezWmmP6}kUmRq0}LqEF~VVT?*=o>8|xs^Qhn
zT|=;>8CWy?TuR-*8I2tUg7o0vl&|9G4g~kE1G+I6IoV5!NFjY;$_mAI{K@w1;)+nc
z@pU6~*j6qE5h4e9%qA3Hc5#Ash@xvM^fbqJIx5v5GJ#t9B-tyeZlrH8sS#%3fk~|5
zKZ9bs{{4GhYYa%F6-6C>W`k?%zs(XHZVyY5C448t+~eM_m4Mrb%eyMvCy^5y`RtE$
zrXbuHO^b~J`6CSJ#GXbtIVVY{3{kh;=fl_ZUTW6tB6H}{CpS)|w`nafAYX|AtL|wH
z374)8@FBNcyV!DH#pLK_ep*!}iI5>;$ZcC1vVe1lL7Ioe;1X7u&<j5JiYk~xLTPCG
zUg*xHwMFVLz{xg4ZC!<C8=QT6@2{&VR@KY!Faqdl_aQK}Z6WF4>j{~6behA|TG<g9
z+=B8Xx;*d-$DTaIc#4}e&zFpAftQeK+$f}nOtv-O!e=FY2rlm#xaozA(E#T7a4J?f
z=jxKS(z?>ZWwc-BEA)$t)XZE-?0f!y*guiK+^s4pHq8zOZcB6A^NE|}aTW$Q>1m~X
z=n}k2oG7zys3^@a(B}9~ts9n@hfx&YbJ|-cxYtaC!aE!iJjh+_r};|b8;!p}l1gZa
zT4vwOhjov&Y??2&u)1peiMtOpeTLU3tGM;60Ro+lypTY(u=;ou9ooe3>#=zJEcw7D
zcwgN<+g~NmHxsh*&u-wN<D}OwfeFqe*3`mkhk;=p;Xu#G+4M$Fq*2v9UJAJ}Q5YA^
z$yn&g?+O&9(ZmL)JokQX6dc8y9%#n)tRy_IAh)DvY#F>N!glx41ixpZNDl+5Pa!#H
zJ7rS7G7x#WN)zEu#M@^`9l;yE$+YARNSdmc@}v7~E;;A91HQEu6?U;t-hKO3vR^ck
zd=BrTf>HVn2r`RY#h)pfgu+zCc1Qj&{4bFaiOTJ7+_Iqf%&<Sx8*u8bU)q5hKxND2
zeA~MHv^gH0Dvg>iD=A10>(K8(U`=fd%;kIjs!Kn%N>^eH_fCs#`WH{zzV-SRWd`F;
z`<O_L!2w&I-M3DC0ZESC|8IcFgBw@=TSw=bR_K4Ql>hhC|1>p}B`QNe+`sb-(`+@3
z><@im<iYSvm#`$}aO3SFGDyWx8wpj&P9-k=xC%}3NnihP;frKke0;t$(Yttbb!<BD
z!(~*U@^&1+mRl4Q?6Oe!%b!8E^7-T3m|vh>tG=?;EoLB1yHEV*^Ibr@x|9Dw-#$(~
z_<uy#?!N(o|3?~?y>Hf6%i{)~hK0`U(a&)^sjGhuokoq3w<iZSLJw~0l%4;Z1tS~3
z-HG*}1Q|q>>!1Nj-1YWb&d{M4^!Ddp_&4@Ri3Yf=npq=F*8dwzd{Dz&rT5Lv|96)*
z8X9SXb1-^}gn&mjuygw^YR;mU8I~fDlTnxte7TH7uw{UAv}yqbACDgf;=;}iKU>S^
zy&eiiY~))mG`dy^>H@tR4$Kz!vqj@3uoW);TeJckCLpZ>zwt07^A`0(L^vr=5+eFI
z6sOqdQOrddqGLq4(+i5dcnWe~a$=Y?c>uDgjwr+qyF3=m769<|OKn=R&yg6G@ab-V
zh|wI!i=L=p-*)b#E8A%{vcbx#zDq)`4rcbm)GYbUowavGS(ercU*u_XCz*xqz}Z<M
z`8z7kI^jky6;YjxyvPhWkrd1#G~3Je&jUIwZ1C{IniX4T-|+sX^w~OsTBeAG(*<E)
zz@0rK11<+4^^Z;{lW)kTb^crZ3F1-VK#bhXwkd+M8mT*=Z?puj=Kiwfzp;hL%@)TK
zU~K@yt{0oFAc-q)8(W~@qvGD2ZXZ{63=$SaE28guiYX=tP;6JV5-YyUscDS~)Fsv^
zLO6`p*%Ld_s1)a|GY$YrWHg6?xQtXY@^q)lE%$5{J<bMEb=;lMrZ#w4@B+_F@+r5I
zeXo$$e9;e$+YLKc^96Nuaqsu4nHbs-aA;090nvKQu#08S%aX<w5P`dk;EiDCQ|3-E
zdhQ^p{(enG`oUX)LQ)d2p01W-6oqN!H~^CRb9qFnSq@148N}*1B<&rh=;riUI=k3O
zl-sVJZ$A!~U=!=Q;xIIvc58>%C^rL|n#$=+ke@y@9H{G#^7}?>q{k8`vK3Y6Pu*$4
za5Q!Rel!;f3Tbk=8jlzzeEUnKgjPtM^TsMjMAb^8`rOxreWOxBN%!%TedKzxjoGY(
z8!MR=WUVXqpYa?Etu1++=y@*<m;@c^;$L4wL_Y*634x@*kI!42`WvV?cIAZeuz@Y?
zth_USQG~@^acl(d@Uq>C*!RRBmtK&N(Y8YRy|`GN4u!LNZFT8tset?R3$3(!A$OAf
z`idTMkLCQckoLG%IQT)w5|aw;^DYRFj)9y>s!{k~mW@1s!bu-a#ao%qU5lSm%82AN
zKza<#n;eQ846VZYjDX}}+<j}un_j)q+#xAKnQ86dQUjrX<L<{|Z#qx$J8jOsf~$ra
z)puD!q|wv7jp7Nb^t#!{X14XKy}HR}F_1ZSmnCwPyVAzox~sVZSO%Yp0m(b&bcv>Y
z@9KSYKf)W+u?6FdWW4ybDd%A}at@>@FHorucZRO!b_(yB#mzpjt&Abn@ml>NX$gQ-
zJ0}QhV2j=;EErGU4FiH68qMKq9gNFx`@t^m3ass7tXN=@Kd?+MU1TvyFGnc5wAc<o
zkf(oZMER}X*ZoF`G0i943rfmpS|&zxn@<E!?a<u8f>%>#tuHBYWx@p3KtCHe1n}50
z$V6<kmvqH?tV+%%<5XUSJ9jGjw+M-A!ns18-XKD;a>1Pdf}zr%<+~#GC&LmC!&4$R
zx#?A0<8)iNy{SYf^zLVXeZB1R^IiRQ05e6JdZiYiFAI7dsG4b(uWYT)DiOg%yB3%q
z1x{y_s%C{LJmPz(b>)o({+c^Xq92+7PWd@Skp(==Sa9hgzNNyH(*KzVTvQYrZq8}&
zmVRDuDrjc$RuikX-$?!&cl1*8q;XUVMO!sfA8dLG?r|AqI4Ol?=MvllH_nLGzS*a(
z%iU{DW*#@LpY@7-6a5(lNgm*1s6VU6V+{=OvF^NZ;Kx*FUwu_w18*zidP5uG1QcLj
zzb5@+svp}8-)W-9DPvu@w!6ELk3F3K;M6r`Eoy2*w5N0h$KYfvIRHSSr_x{R!FM*Z
zO4=JXPxd()OK%H%cY_?$1EPQQd#y}97dm003eoqMsqbU;?N;A$aUS-HrRJk{u64?`
ze_6$BZIifFpEh`A^}oEn&~797ciOQMowuHD%{;ttL)2;?LPbXNW}kwH?CSV{%ODT^
zD+Ye@3`(40cYz-Gfo&cq-)B<la7gM!Uu#`lUAbZzPHow`wGsB1)+kDeq9j;tvIF$B
zMz+XXo}5l4N<&{YKCDd8-YJ8WE*3i4htRl>SzGRyH;h<~9oe+a!bZjnG?npTEH0_9
zM`<&v%>(pNtM+>@<W;kOW{{8NfabfD^EQF<2PH{9n_E=`yzor=qq19~e5FF?tLv6^
zne70~bi9_9X8<nY>zWptjKDvS6!!gZ#4T5<j?!Qg_o^nOEuz15@_^1nAU4Xk*hq1O
zi2mJIHAFi}+01+JXO-TUbLzB6%v@v#Sc$mG=!O|ZD^k+;L%Oa_n8`NZo+U43KRp*p
zuEBGUIWVY;=p?Ko8y{?-jZ8lYmVoF22?f!ujSrNir#ni7dhoPg|94Re2vg}r$!>*p
z^Go$Z(!uJ#jd^E5qHCkS@+E(mf|Bw5HKq4rX^Z1Nqd(_zcS(nlp-I5q)#Wl<g>LKQ
zYQ9!H6>{pBa+zAmPXF>?b?7>nIwkd&K~p6yB>|36ol0<CMkkEf7y$CyDyQh)8<g3m
z0XbXV!i1Ty8`7mv-ucunt&V<*DWGDurFC*zkr>j~)X}QM;gxJ|n)2BCLkvHrkrBlp
z+kN?O_}Sx+!H&m`_hFn4vwKf4GZtwqai3b;P3q`W=dI`{3I>qZ?GyVfeUK?+Q+Bx*
zCug1R<WA_{o|qk{Ch6y?!X%F+mY6)FHmNyoMi$`2U1~d5BQeI5r*-s?Gntc7Ikx9N
zJ8`-Tc=9yvz(NRjK!St(Jqf3=|Nn-Ue~-HTk3^n-kG%X(!13&qlNx=5yuZ_wi+dN`
zrtfGgXEK$K-6^V>e;&O*yK~3(KMsG*-mU##e;he$SsMT2kE1(=H=LCNpT9pG-+uXU
z>izBe|9o#<Tjl#dk3R4J|HBO{Kk{tR16^jYI0uPs&2NK!yfLvxvw1kVdG+|VPgY4M
zG^0)NDAX+M-}XDVZA*RkGY$%tO-{{b^#`*~0Jl6+WQ#7@Er^O61V|X-+i3eTY1Tj1
zyXKXMaff{*vmov9LwWh?_%f@w)Zw5u2c&+3X?F5(u3*%`bo56%gq*YLe4cXmJKn}>
zTnXko`=}jmhErGJDna-InqJhq?r$5%f^(yD0}0)(`5Fy|wB?;I?t<&&mQ(Lv1s>Y#
zolW~Crie-=b%sPH?^f{wBExTI>+IY)%$utVS#Yl&Adlloxb)D=qQRe_H@)De_iQ_l
zP9{!P3fNH>hUK$SDO)+}H++&mH#M2JW_{Zne<``5;-s~A-cJB55_<saL=E^?<;`3F
zEc-qL;XH+QID{<iS+lk_Jx}j=Xs`EHG@aCa^C~F$`r_M3Unq%E0wb+Vl^Xn@ry;nr
z_I}Z{m7$C(-rZgOZEEkyR^s6Ziml#T7n}G~BkhQX0u6#7>he}!GnC$*5w|7-+*I4v
zS0yG~KNALea!e0aQXV_C-aj<fLVN+`Ji%9#FK%BL)CwU*!kQT}En2>!+#q>xtr=-o
zB4^3B2$*Q#RLM+v`@Z}kgR|EtOwTd<F%GvCn{0P4i+=P@V>mhrHh}RNkVaQVzX^p5
zD{dsq%mb}DlX4m+T|4}Xr_XLS{>UxHG{?Hg;{e~7B91qvD=BecGWVxJ-Vp=sykGD?
zUq7~orktYig@$jwfQ)XHoI<2*h9f6<@1%Py>2(RTs?{fzuFUc2+={pJC+gCH=ULYi
z>i00WFI0KBsQ;^#dl6Y$47ah59@E1%_ZI!);rIG!k|1-XW@Qwce4f4bvM}ZrAim2U
ze%#wpky<~Ka!_7k@bRg_fMk(sC%-W^wB`G{z4<+1`ns=|Vz+empK%HF4F<typmQ~e
zxq7578&d2%AsmyYQD2{UtEANdUb=W@Q~CyKVgJfQts=-sQ7NA3I8hx#$~&boQ50sL
zbEJ^*-u)0Ei*ZxP*26ZXJJupE?3@_fI9c2GCXQOBlV3m7(Fskz%1^aAUF`sN_9evY
z{PxOAImlF$14hRCB~6PTp0v3C6nK8RBeM!MzNc4L5<Tgv+elp9(~h@(=CrzA^KEma
zOIJ<PDz#?nk!q&=&`*|OQCd5+%<}76Z0YJopV!7stMu4I;O#Tr!Ek72YFDv1!o)6R
z@rQjDg^D)?)4>-fGEB3rrBUJ9o{8f7Jz75A?}qOeifDjgIp7H5_3K5}_~)DZW`3Dl
z9@0;tJJbOtIb!dFHPb!TSngv9-B}Q-DVCq^ut%Df$ArbaDkPp3)vVqbV;`yTA&{Tr
zw+C<7(K%=vv4OTteLV#W{XU64C=znsY0}$@(}E@}td@}(xhe~Qi9A!s8WtR&4oBqd
zToc(HoV6|1+XBxTs<md=@#S@KuHk3myrkF9b^Rvt-nY7<lQloSlK&=9m~UYOU(WRP
zwtKMvJ7rlSludc=`A5JWb;vDLpav?=#2ya2WR9|!?V%UVVM6a+=KEvN{8Zo0?&C@>
zK4-@TGp!>M914`8fa{cH(*ZwOq}=ogKc_IQ;pw%0EDBrk`MNy7+S)!nV3<;5P{I^i
zf&(}Xesai0qJcwxggA|}jJ!~l{C0jo5Yg$>&Z6EpZ6y?*4Tbc$5?|<)%Ns23^(6Xi
z9uc3cfk=;t<;b%J7F3}``mSvYi266aZmyC0V)`$}+w3HYi{5&%og60K@SW$tbC7jw
z3y*_thPB;*NehydS@t^GEovKUw|`^lv2<#~p3nU2cp|88p$|6(Q7LNl5DU+Z!zfLZ
z_Z&M}cqFCFaT$a#K8=!+yud)Y6Y8@trew+g3A|$yimW#$>N-Fk3+$gr^cy~NtM_Z{
zkh%UNWOPbdPV+VJxD?~h%$fgbYJx-s6KqFnVPeeKX_~$hJK^7xvX?2vr^2X(nz8Yw
zNWMkOIhDIB!5$&g9E~`^xoM*z=GS%A<J|jCbIGQNbTEKAKDmryO|Fp2A?`Wb$FuEk
zZ2FiYUKZO+UJS-f6eln$A|Nmi*dQ!$+VxCh+_%MV=U4PsuX8F)Lx$Q0B$8IkxNz*<
z7<PQM1I}Iutx}K5z-Z>G^nRO#J+~4=j#4quu8u)Ym|a&SuY=h`+jJbsm)zdA{5(yQ
z(ZzwVk4XE15WkitU%wLjn4$IRz{9oxEj3}f!Q(fL@Aj_$bm;x-BE-(dieGx1(rs?l
z^p&qfPF$x7wFoVdrTG?KFgz=#5YYLnXe+^la6ltQU;?o?Iu)88TJm&X#WD53v9@|E
zbMx-VNN~<O59RRMx8p7VTbqvgaBJg-xN~tAld10M-7W9urb7Z?AS@(u)!*v0<Rh%B
z`{SVC)fp^<^PFzk9Q)MHuVXm6-MhyL;P)?ed_quP+UKt<6M*0p>?cSt<?Ub=@lm;~
z!E&=Fkt>>J0|3<x?<~}Hm`kUvE+aAu+ay2>UJVX<^9I=6$d7i&oICI1?A!QXyW4At
zlV1VH*@20E$rO>LJ^E6kf__(*3lj-DLomXoh(fJ!jr4NgFxGCdpY3#fAYogvn!TTV
zZ%e@-|6QmnS6D>|_5jo4Hf-8KwkfxnnUn?55Glu-RB%_Wagrzh&hjLl(A<{r82|H8
z)^7C3NOaFLz{u88O!th;r^hK5@ojQ1^@roj582y;`D*h+M=-X-38Oi6@b1Ijy0D>E
z@e6>tIi{}LbSxAS8lyY0aG9?f@56SDrs$av+Qu3&N&{MD)~zZaFgs7#D{eiK$IT>)
z4J;Kz8cn)Vx*kT8jungYN%B{Xu)(!y+n86duWRg1)q{2qrZMM-*rKR(S>AWeeBQY@
z0VE<O)gX{sF!=rVq5bbLKDUGyqamRT+0Dr0a@7RIK{PYr+aX2@X?-ho!>RL_ZU@C6
zgdIQXWP<<gV`}g#JnIn%;}K|?JQ`{#;H`gqniz7+=4SNi`>s3Fol6v%?ST=wd(M&C
zhj}`M4HkS7m!jwI9uVaJW4&1b+{XOrwRzWYxzI*ocYKP$dSun`&Tdz}W2ZG3v9vLj
zu+-qYMcm+t^ef!_jnDv4(5j5~#<6+rZaYu$M0a;ZUgX#~VC#m10G_&Pbc57t@zxq$
z1t>_IJsBq~0>d)32RghFJ8_Bbp;<7S#5$a}#wJV=TYp)8AGelJC{&gYpXLk^&Gkmz
zL1}!V=irHV`TFw=h0-&g-KkbYcDh@Bj93T~-g^5a#?4G&S!VAfd*so@`q&lvG}|=N
zFrK*WD=tQMbSnf(y0_lGlI7d3@O5atkq{7+8l7fm4r()*cfotmw%$OOAf&gVstTY^
z@vyr)-rA7ZIA$c|KEQH=N_!49=0-jy4`#Sl1Q-VTYwXAeIGwidZi%lI5IV)(my2d2
zOoN70dN)ax|HVdP2jjkNr3<r|X^S-V8#hAf{+vGFcH#8R6vfzU`W(-V*zkimjt;XC
zq6bdXQ73&d&@-1Mx1#%9llGi|^!O_pJ{)+Azj~B<^-0k@p;a%&Y%2A|IOF|snT9tc
z<s5=lei^Ah9ZA=#8R$(UzpB&qQhVF}X6txsz*om3CW`i~6z5#(7^yYO*X`D7_cwgi
zpx0?EseQQ``4}7&2+t>4<d|^t8SZ64{wBwxZ`l3glKb(sq#NZ8A)mwMZhnw}30%60
zQj@w8fAw*q#>Fi_h7dr{;(v~Zz8|X4!pwdI&n-RI8K?E;M4TOI1r(d1;3;RAmS*Y5
zoy$ryEru_z@M$o?+nEzCNvIUyt^P3Fvw4X6C2TAR1NCNiE#oe|NQLc{A6mVy44#I6
z51xKlsEHWUqcVB#I5R+(je>fBZ+TkZ^j_Oyw+fA^c;LawdqF7~BAS)#AMf&}O2J3r
z{F^C4o2-~xww^<6#bvviWXil+%UqUqRIaDTY;O~|>C|s5AQ1Z6=!Z#fn<8}T-c^|g
zdSkw{-Mt1qA05Ss#}#z%5tjeh$QV53H}eGXiu~N>VR_3@;m)Zi(J3EpeMP#in%NKN
z3vc+0@s2x@(lZ1%sUv)s?Mie5O@H4B4d&dem&DQA8(WBtZvdd|m*MBU=><1TX%;x;
zpf29_pgN3PtdKQxo%ESr_MJDPMbxCKienNkRQ}wHjzB=XTADg*yGUXe?|nzg?cZZo
zSQj|<I|S5%YckDVO60^Rs&KYDpI-c$Z{+=st@FI4rKh9)Dkp!VY=+lPbXBvRXlSWJ
zC1FDEC`XN*1VldTsxqw8Bb%VE+Sb>?sbsAVDR+hye71@^3yqE}E0x*90v&{DbcG_P
z0-Wzyxuq_N%nw(7C&FRBlgFM8&*Vz$JHJb_l>g8dBZ&<cx|jeiBNM7Z)H)qLE@ObN
z_{b7_?#hN};4$SyBIwxgX46%eVkB_#yPSCU(G`f`W6^$lF|abMY&iPJGj1zyBQ3t7
zguC^JrQZ;ugEqE!mIx)B_C;4+`+{7P{58>QTctO4Bk>&fZ22)Q&*C(`Q3-L-B8S@j
znmKpW@^_&`h1^ak&6$U&wK_~u`Q%3vlLekmnSt?9DVK*EJvO?Q!5(<lp&T%x`m>Y%
zN9yrG{zWfv;8iR>Is%*75SYxP&Fx2g`=;dNrdsBACbaiO-&qP)mR&y*5f8~hQ6y}K
z^y1Tak2;I3D%+nZH3;zh6L~<TaxBMRc&H$PS3SmeJ>>;EP*;EbRbX+Kj&4fBe77nT
z1`I+~7ar(~Q!FKizvqvi#Sp_&3-&E0y)sOO2P7rXQyyDYwXp90L^$Np9bYHA)3kYh
z{>|5xZdyt!TekA`=Fp|;CE=^}u7uHt%U|*DWnpH(W&_1&=Y73`q#yko-}&nc#4Y)E
zWx+n1J*O~pF1y&ZFT}Fb?u2gikW04mUqnpvO&0N`WuyOfVCRo)M=Yil|4jOgzu!Nv
zD*NzEDGWc6272+SEi{*#g9*Gm*>LRDZ5|GJ8@HNFR5Q3OAgpEK&G0i-z-0#;6Z@!h
zbPL&wIcB#}{#>BboT#uu)`#3Wv)Qw69GyR}hn|u7zgL=?p`jaLg#0*`u>C<1sq){^
zNUTmfH+p(6)-dLzawy#CD^j~Rx|z8)L+X$LE6Mw24NMs(!ZRBlTl88Z&)vVV-aabg
znu;YrR4OdKkN2_^HBvO^?|{f2{ym7Ch{v3oAa6N+T;TsU`c=Cbd))E)T=PLB5k`hY
zyL+7UmpW3xPtjYBtrIQ2<97FcApSq?y=PRDX}dNI!w8N_84D;7z{-r2fFK~<ib``-
znl$Mky@nnX1Qh`VNmNQiDN64xkSGxlLJ^P_NFsy)A&`(zLP_~<oSFSRv)5klTHp8W
zAMal8n}2Y(tDe_+oyTz<=Y-uVN@s@rNu16It=2PhwN)EA?cX|@KOYG@XlIEfCq4+x
zQ0i}(*Y}P=YV)KDhqpdwG|?Xuf9==1aSn|m4KFZgKMWA%Iloh16^L=w4?SQ?1X)|J
zUm0Vjl)Y`=8$FP939I?)QnF?y%)jkqo%yS5IPIsRNEu(t{MyJB$?t2v5v{mV=_72;
z(3WX!;c%A6y+@-*A=XYx4I@5vK_$adk*7JemSJ|Zp*z{LPjbB@hRp{}Q!?cTi51K?
z-gwiT5%ytI2eIj>E?`1>pOoSr-2LQqS)uy$Tqr5I%l!7i9NDjr7pR?ZkI&VEvMFST
z1@G{T-y=nPLbxd6LMwQH(fxo+VA;wNH)Tgb_gI|)Yof%r7+kAhp#r5Qe*fh;P24xy
zXqT!1OFGgI;+u?4Pn9KU(7j*%)rS;_e}DfHw+4lakZ?pin7dOlF%}X|^VnNb7D6=z
zCd^h-6F$@psV%cWy)<yf3JH`Li=9aY`y7VESpL}f?Q~sW(9-Hc)TIc2!yK@vG_hW;
zyqM;!SH^A)p)}PZd#b~*E$#GIO7QkQ1SwmG*uNGTYwo?lg;?J}-a-5R^at2`O_N`_
zwJFp{z<7)_l&qkg_Ke7{m!*2`iW*R`LK@uBC*&+^{`&MBphBSd!3TwS!TG~xGbGZh
zapXGfRzapcXV{zZljG{C0jBAxfoanMa#q0X%+?Vyl|{bHuycb8Z1$3+$Qo-E6ZUg_
z75+;@#=;j%7nHM38>mUM%s)xp&9L;({czMF=^~a?Jm@4qJan7UU8d16hY?mSV?NFg
zOFLc!e>-<4XJ@m&x#8vA;EqJShob84y!4Jt6`lfie|YQXq1g2q`O`srpKsU1$EAj_
zJMUsyQ}<iw4Uu%?TD!t~txql4d5I&Pn*I-oew%Lu>^EJs&XqFHPh28<^z-Z|jOJbx
z>lG?lHs20mA7=4dd^UAY57L@!$FKAJJw7*Ilqbz}9SDpb7OR)*S&}KCX=s$~qb~cW
z$c(P)=){da&f}##pQrn`E-=WVfhmW77+LCC$R<8`1Qq7-1}o4BsYu-%rWYvi?1@1(
zE%&}tKWjU5KJ$#&F|<i7x?|INsJ<?(+OqY$x;x0^(RUW38S1g2e>mzgQxbQ2=|-h;
z#r(Pl&`nbtQiTldnK1LM-pf@A6K=fn=aUaAlYsqvmFrW{-R7SOt5GJB1eG-Z*A{p?
zG}HYCM+6=6@O+8EM$k4ye;aqQs)4fiRxlXn=pcryzWC06;3HSdmr;0g!XT7s<Tb^5
ze|!C1jE&t*kjg=2CD$N-nK_e34|N9V(dVR*FtdvC#rc^nOQ8&p)MT%c(-4ONRJRa>
zH`#)UzOgV<cmzP4-7c3174OW<fYH1#gONl{z;C{|(sm^aJfP&zWKnq|ka<b^y7*5X
zv2{Vb9K__@l8lj=f>JDcCDlN`DTF-^cMz8-Eb_I!TdLd>a~v98tzsMDXT`EG*Z{oY
zeREGr7o7TEpl%g$E7urf+v84#M%rAL0BZtkh4}m?FUNk9Zl|~1Sw~;GZs3J)+@H6V
z)9v9Prlxro&9Z_|rIQgjw{H%-dlh-WTK>t0qE-ssC!74RA=6ybYlY{hz4$ux9jm>J
z#6QI+L*nMbl@Lak@90B<)1cgKTU?Bg6Mn6W6TP-P2^otHyi#g{Ce2-P)P?wy^^5J3
zQn@4ZzsifQwi5<fa%A@JHmObZQ)lx@b6>y1=viDrDlkqa*ES;uth9h#*ZjF*x5R~@
zfiA6BPe^GCwR$0HI0EtwHCq3Ue7}&Dfl~p9N5#Icw3N#u8^3dY<Dtg<a;*K%6|IEs
z+X?WLQ4cejcNuG-*OSCw;HR*{ncGMN{m>!=?;3mj={8luItw8m&z35rF?{S0*4wPn
z;Qr)#;`y=4@(;&<#DIV?6AXsUWm^%1LSqkbg3~o?x~bo)W*+KB4Hf6sf7_+1+|c&D
zAPW426CKtJj;-H1W<L(Pi)#d1#_H?D+%$q_i?@C_bx*-)P+w|J9zLOU_kHXcZ6#KY
zo6?%n<C4=2$Tz9w{>@)+aN_lw95T00=x|Opna}K-<zADB)DQk62$vj0Ji6JAYr9qx
zw)dhyqezn`Yc(t-%i7`aHQA)@HLdMnO20=zLsRch#=!ZswvP6bEZX6X>n2w!#L>ji
zAjj04kqy1Kbq}%m!QkKYczqQ#n718%Il8ic^yrbkLpDt@gS@nf`i|rMerd9kH@Pgw
z9;hDoWzL>?6NW5dS0W|G0R7N{!eJ+OMMbO=S|E&s1?sJ#ZAL+pf#nL;b9g8<tv@@X
z6%qTg1s<!agYt^-x1(Lumv<(=nB2_PIme2fyzj(u(VA`zrD7ckyw<wFZJd48vV=L{
zkm5bO6=+6zsX_^l&16Zj2)J*qktt3WQi6?}vlG_@JIJI>s-06V)o&0~lY6SwRIvUD
z^R{?24}(4%d4B2K?H0w@Sih1deTa(!JgIk^b!9yC8ne^NA-TBXTv=|$MYpCscfS>H
zPqe&grf-;qR_Z=OnZvkY2(8vt(8Hl(q)~;><HqCeR<M{M>=$mI`RFe%h!eQ70}2kg
zN9MH?7ra)er)*29hjBl~Q8AloOXhBytOdT3q3%J!TWj~>!tk!Nc$aG)P}+kTU0^M$
z+tzGgPcn!qWitJfTb~D~nucNmgL<IR5sGX^W)nFN=Qf(y(zT|`s(FaLq_ml}yCYjw
zUv3h#7yUYFsvOqx-ce68x1`lCb4@AD3qE2QU?B;ilupV=nSC}+W-1&Q>=@PurDu13
zW=kv~qTG6-bvH>0wnv8tWQ&vtw}%b|Q6%Uie*KLvH^R9amuLsTN><tG+O<b#&6}!M
z-PIYL$<BBfe=JU8%_+zcS~P_+BYZD^O;nkb{LE2fq_QFDu4zUj7po$C+l{wF)MsPJ
zkf62R)y2oylD)^HWDzp(nf`a*JV@y}d+G<f_jww=RF*c$K7<Xc-@1CFs0@ZCM##J1
zdoy=oW-}9qA7a7gX|Fa%6J{dR0taY?_nCKdD=wZXRjA$%oli#Am_M`FVz*9^G7Vfi
z1waa14Dw?@D_x!!=@rWr9h!+@=XQ7VGO8483X8d_4yWy}*xo=NJ2~8-?XD3EnQR*J
zMsDiVA9dGI#^glVnArZo<4<mOiwiylN6(es!mv97w#b}*gK7<~5v4H*8i-M=3h1AY
z4V3y4S2@(#$eVLR&ixS|){hUlY{HGQ8Jzp_wrM;mNDxrG0uh^Z-OWs_l<kk)qS?qG
zE!F9M4f*fTXFE_K4dr#2sZE2OE`g*Vlcb6R7>1_xH3KNMptB$GH6SK^a1`BErj>Xf
zi0S`PqOs8h7fC-QPrs-X7C7F|{K#0VdCiM8Cyct!vGN0*jj9!M9SvTF0I_<snqD<t
zyK0*J>VBDvXO&+yxj8jYQMBHHD_KnP&Z5r+!cRdRXNY~l4IeT>GvpzP?{#{Q%)x{n
z)y-YQFoTVtnA%8PDPT4wlJjZ|G>^_2+!)7IIceG0pW^!T5MUs}FF&>)9YP7O4006d
z+QHb7vC#QT(*AaoZ}XTCmZ43GH!j%Bz3AL{<0h2C93<h`%Qsx-9K&hD_N0ANI-LZ&
z+k`Tw!QQNDjCLlH{+b4VVn#zeFd$%AEERl_K*ZC*q5AN?+qnV-6ImcZOkT5b>jOH%
z=T3kb`r_{~BI`BYB}3fJtt1wybtYz}H3NW1__Bj?TIg_Btn%fe4=8#0wT7p#Rzh7Q
zkG2|0b8UbP2$Ia9zoF}6tjEjx4y!-wY%J60f5-n`8RNl|@vF0k+8;?f*!xtQZR=91
zpeGWe<BU&5ab?rYaxV(lpy-Bc5jQuYvG$08)yOkquo6DAvRIgq_MLK2Aq#cB%;k$R
zl4LAXPyRIZt$%w{ZqyWJrWQ9bHsFG<>O&l$kVQDm#A{%->Cf+O`|sNwW!U_dI+GMr
z#hmqN&~)sH;a!pHY$#22D=_HB`u`%Iw)DuT&^7Bdq&j)fkHQ*iRS`V7cS_#;)ZSnn
zaW^CvByp>lNVmAf?$YMFo4;g_J~2{2jL0qfS$iBFyI(g7(MLZm!FTsXb!y%&>Z$uO
zcMY{psnZIpV|m|~X3zrpsJ+hJ#g<3|X?{Wi<-936O$p^a)TYDtRAiVn)6v(YI7>f#
z7SSch=h>y5C|;WNb7UO<)XT3DX(lFUL#>Ja&0_v&Ui)K|b(3eLNe}9oCMSqcVQwR)
zK-6t_ObGG}H8DoN(e&aPu0Iqms#-+~qH<%W)|w<vpp%lP3&hch;9fA#&rZv??jeLv
zD^tWb#fbJw(vip9RY1Qg&1z?;GEz@6vNb&cSkeh}aqo!fPkJB!=L4{Rg2n#}%=yYk
z#B`dGNXLplD4E4wE&^~_KECg_Rd(=bZ6?9CqO*9;F>OwiOJ95@k`t}qhjwy{_PIIY
zJ3+b|b`ZE%g}H-g$EE55;gdLe+o8_ti`pxM<~8!C@4QG2asB^*+k}9dpX%=5*Kdvk
z93UCHs(M{HHaT~32O|G|`^=9o4ywyV^U7YbzK=A<SU5^AP8@;|TQ&5dq#?%UL~hE%
zDDJcD@6gUqz7sB6=2n2ZoTlD^hN2?qVp%wtv&qw!>8}`*h8G!Rgw4%{yRwofs=&()
zC64R>?I16JP>hq202Hg}<xkO9xlyzf^Ufxs0%F!hv-NP)w6$W3(l!J@Q^ZifHa>^5
z9aS>DqFH)6r?c}^*%Qjd(9|*DZC?SAAK;xvJ7g<8sS-0TWV2Ea{CUne$v4%bJLw?Z
zd9|*L!OKqq^yREAUJG#{ixJ0k?7iZ4aQ%?v9Vq|nb3o_~r&2jz`4+&)D!0ShWos~d
z`bB{o4g*Z3owx7Eie2_AX<O*mmnz}D0PW~M@6-9S^)Tn;o-So!iRZ#yw(K9i>UJ`i
zl<fBq+F=!7`gg|c{Fh3R-8>}NkGDhAVYh-iTmZQ#Yz-8_LtY$z4BQvz_h%2EDHUk@
z_Q}cxIPtzx8Zz}(k3oQXbP51>*gNeI5wb7vKv4EFCmg(KJC%ll?DW-@g#W2@1fcN1
z?|(5HfUEyoF)#$b_d<Aw&C%TQ6T_J(jgOSJKTXmb0Uig+HMeUHFpBmWyngMpVob_a
zM}@n!YH~l%S9632kB>k&Ms{ZdpZs_(zv9>9Q|3@^a7z?BTv|WO#O3{}s;TV6^Y7=>
zHKe-cp1HlP%3`Tqdzbe-(!6A!5U)a3AFqD!S$?<o#jQI7zEMPigh2~qq;Y;wLH)Y1
zEMhfKvJ9B^&5HI;)$aI?MMu7~6yR1#)&18MZl%d6*}Zx@)Hw6^C$30+`tb?u_N)9q
z26nd;6(B`Q_wmujzrsO#Ze*Y|ZYL(-33yNK=tyVs!lL8TD-=?OzS+A>{-cKQ0z|Q(
zr(3?m@jX^=J$uymKT)=FDSCeQm8Z{2>?yC>Z>AJhvPJ#=pF9hg+Rst$A-9?zO1>j{
z#%Ax7ucuq(4M^ekS?QF7x7gt^uM^g%Bqv%B*CdrfGx(2w{YBscV7+Sg?Y{5e>UQ{R
z>Y-xE)GHST$oCf2_bVPq@g?-1NP#tX#fi-WLmpu8*a#*Vf~(K$^X%MXA#8L!Z$9X3
znB*_8#~m7UkMt|Xcvr*SA#HKb06j=WfeUXWY>o)lx;!jSeE0lDNRy;a%FozKE<c*N
zzz?u?+D?X7bNQWMKsl02_X*&tE?8g&uKw0+my&bk0nj16Kx+-$)C5ddj*8rg{x}sZ
zP>#!%iTq2}dBsznCl1<|cbFajbY@^|mSZyL`5_CahS_1UbPvOqZic&8k11f{!b)!p
z2mBXJ22?|S-|j9oxgMY#k<T-o40SBu-_w%(<ubgaYUpaEiF$p6L5BLBg;PK^4hSa9
z91(K|%F+5hOTjpmP7tGx&>vltuMyaPIVopPQkY`eLsn19_zL`UGYXgK6{@v*`rq69
zuvn^Z5oUY*J|@X!qA#avy=l&w4A6k?k!q>}Cz7kEy_$Q?!Iag~ziJRhYi-C)DYMOR
z&=-?+OG-KWSHnwocc*6vg?(;blXAw>4vZgN%SDn(wMab*q~`+T{Ey#auHf<t4ookq
zWl#hAA_Au_&$W+3e3U>aKp1yQ9`bq782reXHYV0-T=al&MqDt#e{t-fHzGzqOxg$f
zvUwC}{7ENodg{z(_3s)q?J=%OXxVd>+EHXipr`HD(f7ht-mc}!0_r$oe?5vF#GdUs
z#Q4gT-(#Hg(0_^OxKVSDIC3_bbpND+Gid_Qg*$E!^xkZ?t~B^;dBtzqi?_7~B&g!x
zN8><iJxrsQmw9`JYVE73(v;Jci5fiWa0}d?OS&jU_2so6DwqfysC5hcO~<EHRjx;J
zoPR3yC6CMqbea(VY&`yfzu9eB!Pu;$S+)p+%17teZbY8V=by?d$#^(@nK4-jZeX>y
zfhFwcK&spR8JLVwg8lf>lQG5s*V&itjG6j++$@QIY66)H7QQz^8?y~(HygQkDzVsS
zV2gf#w?!&8F~+-r_M{;>mB`MT**v2|b6`YnW4_g0X?x~CH}iYsMPXhTj9@K(5ph*N
z(o6S{s@Hea+-Jx9RvaG0Nwh|-qZdRRv!%I_j*e3i`-+bXxpdZ;e|{hYm4Wm`$<2ao
zf2BGY+>FL0iqK+IVc_l1o>!V+TJ*9eV}2`#(eZqGXyj}HRyW$y-^YPt-NWmT2<!yM
z9@?90EitjR#|%#Y5?poHjG4<rcspCsmKz|xPmE+YEhb;t@y;d7B%cH%SmK*V1%4x@
zf(hq@s?p>c(VyW5K^lW*v`4QT6~Ssxx2HF>c#}SyFG;q0MGaOrX0&+82b`y9%rs2E
z;V6N&GF32Wy3Ug=D$%jds>u-f3Y@;9qYoNOOiHYXm!`&ypMPf>xqYQXRab5?Ig_Hi
zh^yCLcP|p0hn=rbJXf!K>eSxy14Sk&HT}{OY7MSQbNc{VxYrerBB@H(JRMH__bg*c
z!k8^6R}qcS`n7Y(_l3;aEujP<m*KY|WAG6A;Fxt~&|uv1H%-9uH4N43=~u9&o9FIZ
zbKO6A0s8t8$DMwwfON_tvK1RlQh&eI(SBsEXU}&2k(evgZJTEDT{phQMM@DVbCmdA
zCzhCZv5N6fqPS=izfeTVISvx}h6{DIQrzzE-kxh|bRo2CT+_aqr3RK6n~XJXZ_SeE
z1QiSc+t4{$qoxjmXLm>kC;UrNz^f#dfrMy}0&mfrW(-|7=$=ypid0|nebvU_V1+tJ
znJxVg^T@MvL8uzhTMmr`r9+8TGfiVz+cqC;0n_W$Cnl88*`T=4-8`P*T?9{zJ0M%Z
zQ(t8qx@DYXZexLFPBkG;V8uOBjYSOFZS~F+J_Wd55dX&!1@|Wx8#j?wa8YAqSeOql
zCXC5{m>Czay|}1-0*(Nw<MK!SYb7xP7vct-Diw@RE40Btr~M-!>%CHM0~0k~0KA`e
zE0|eBz}#c4T#<P**Ew!cMgi0cOvOwFewZOfL0&)@b$(ddgHH|`yV)IY$1Jpo*GovV
zZ5V~KIe%!MdwLNGP#Qrofo#m8%3*#eo7A<z<u(6q`(+XBjpA?y`}cLcmlZ=botn*8
z;L7|~v1nV_w5bjpQ9|vk1EA2E&5dE;_@{hV@H}ni+-<F8AQ1vNCE*jAkn_mxK!)3+
z$5_(W)TThfE7J7rT5m;DfvB_vOd_59YVgdZ>K5kUeVmtZ(eHO=uij4e4t+h1!D3C{
zg`O)ICH4=}rArqr)j=YKn2&FV3ViWZ@3c=$u1+UEEIM)(Ir4(2Nq4BKsVCbJ3#|hj
zncQ%?zq5UbeSmC)YHViiEQ<IUw=fcA<UH{NIFS8XYaVNYYf<OOb+%Y9`}lr^1k62Y
z)B(}(=wo5CX13n`iU7YTwy(m)g4{AhPF(d6FMZ^jRE<epOsPxDpX14P1ts9Glx+Xq
z;Zd??qu2KFl4855+I{!7o`sfRuv9}q7D1?Nr+dK*P_(FCgv-<ZROIxhobkMKP<@#w
zhw{br5D)2lW5>OKP$8+JbG=*H6e9a5jhhY1J-52?joI(GRb$QKGB#Ao0xOC**+va1
zlO**3z>l`qXv{nrQ?)$Ed{P;L*Z|{$W2@zK^hVAq)`;9QZ1nYeYAi7(RpK+=;AY9B
zuehui;u&9R8D#oCMG)kerP;R6N`H=;zRgEv$0|7Ox<SNfKy=ZtuTA)|T;yDLBK4fI
zyB{_+QF&sb0c`tmu_b0(sNo#VQ&x<2+IQEop(62?40DqCRm~LnNL@~MZN~{&dOrv6
zFsE&%Z49sYcQ8Y+uub#N^&LY1rImT5?TsUyV0RFH0{atLiND$&#%pB6-`e4!o=P&e
z6T{M8i6PDv#U7b%+obqit2s}4b<4$#bmgb<J-s2U0y4RrQMKH=*!b=7u<A*@ieUF)
z`UO23zw7W!$%dPUl_EJDA7K3*&T}Ne;x88<L8j*06BZ?V)95WZjCuCVTKQe<cEhNq
zf1nj4+AX<d*k3~$p6${6&@m`Ciz?C&GWY_R;^kK_5h81nVFzAY5`NN+5GGne!#^xu
zywsq}v|Fq6HD|X(Z_P=WWjS1l#0iajmfFM=D1S4(C?gg-X2nfKt=VP}8)oxv<CE-9
z7nvHo+%8(IywW84S+_xlb)J~Mh(QC;>2km#F5O{0RqI>yz^-(JK`p>Av?mHPZaQK_
zg#!((9U!X5Bh1YV;%*`Fp{(;H-+8+B$<y&4v#i|avg)Y!r!fk{%I{`@lP;=PWlAol
zu#{>?jRo3VAFIJ)!8)|!ZBpIh*KbJ^v}AvK7|4oJeN7eI@WBboKZQu^9NCpojOn~i
zk|)4@KWyCW@z$l6QV~5ck8QoQ=g%ExJpu3Pt6TgXoAk2XS=GmE$8T@dMz3@i0mtoY
zlzz4%*y-C3i6<2BPuT>npPOqRg|_?#E7(hz5Ru=Dk)JN8lj`2vG5%nsOQ6K%4kc=r
zL?&eKO&qRr81{f8ohv1V3Zd`n3Oy_#!F7$GFs~OGb9ayFoS}mAT(^87BT9z#3VKU-
zQ)v87_0_7jPK}HP3aul^_7~S9V!2y8zUw;ill9sSrrj4yYq(I~%JcwS%FF{e2`TkU
zd`#;Ea=zNN>5axW1<~bGoz=}HIl{a9**{oP0JisVD$mD;+;gNr>7ZFT;t$Dr3wYHT
zGPbc)_h1hUxkLHg{Bj9kYNf<u;54OX<#)zlG@>kq)-?DL%<22|mLxT?e%<%Y#t2v7
zVG-rMUdeS^6C!iDaHNx*cyCif`5MsxDr3ASjB2A_-X292Q(jpfX)hR^(6L&)7hyNx
z9k`;h+-qGg*P4ocTxW{BPzGu!rv-RzPz!-mSla*xNT9K)!_;nnR7w1Y?j-x!j<$}W
z++dp?!XE~2wVPbdM{_18z0&(oo|d{+N6OtW&5v2&v~erMXh1CK-Rk%&%P{3fd#U<9
zxBMnQlk4mshy)qFj0J>GI5&z{)y88~+#(in>J5?G*KIj#kQ@<!NBcvsP-(9@&0+tL
z^1Thd)jBLSN#g4jf8pK7>%s38&COECnV07=*y*iB4;1oy*WgH0iMYw{qSV3j&h>{J
zOMulzzD7v^oV9;tq|lb9cVwj;j9B*;&6gdI`dy~Q@1|W~#QF-{0c3T8$F&@MT4$uK
zyEDoNe~mI5o0|^fFL)tQ>t35a$!$-7L8hi;4j0~y<_0*18AkPUPUs=ne&+?ZKncQ0
zh)FTcqP-lr`$Z$I%Y+zK>qhsXQTM&C%Z$x~*`MXmDLSgfLJ2yEM>_N_-@qHV{iP8l
zf&y)~h&!HdEVlmoX4jw(BxZc%l)>iG%39H13sWn>4QqJIaujxdkAap2kaC1xT-s84
z(`NSfJB8irlQ-<wJyAV#w8Ih}>~PB-6OjsGkqpFk5Gf)>zm*+Z9~2Xj{4oUkac6w2
zjo1$JPnBy*HGG#coam;*9||<M^tV5lX`IG~xg!@9r7J<nIpcm;lEYYf8(3X&e^=xw
z`(>Y%z$8e8r>b3#{v~xV+F~P_+$zj=zP$Ke$M+moQ1U~w7mxs<JLzsk<XxjpZ*6YK
znJ_*5vwh}-{=Ra*Lyi$(q+FpQPBN<IJdpuPo-SVXpFx`vNT=1>TuNN72aQGCf^`zQ
zonnly7nQ{7U30UB&@xqn1DDt$WiK5fW%Wq%Wl7<T*%514?646z{xekj*BvE}pZsyS
z#me&{yGgEFN5A8%mZiEVuK`Gz79ZTv-k5x<bFsa|*me)?y6i}7#jQ=u*B#wI`tm}Y
z3evw{3lh{rOm}eD42dF|7-$LSQ0n-dLdD>K4Osu4z;sd@y&U@PyMcjJjd4+y*xoR>
z=xG@-+S6TDnW6}W3BcL$9cKy8*55AWMh`*6!eV9cu)oKRfTPXL%43Ru$Vjdm?31qN
zccR@|31t%ZzEpf!p^($B0_2UdJ1B9Ar%xw@$$BI_XRP9c#~-*;bGa45;~#`P)J1n|
zf=wF^N6W#i&;q~PGDa)+p80#Aa8Fl+^wD1{+iv0;_X2y}TZF5JzftWq_LUN+!M2vg
zwuPQ*az56xUbvsC{3Ht93hv(xWzoo3<BE%v<?b_g>i37#(j3$)tcd-VzR~sSi?+Z%
zVNaUBB3{_b&2VFjAdVz0=GRv^E+vLmbf#|)vHGXW7I7lGg<@WDvi(c=o!0a6bP!{&
zbXquMYmKj0hfR0XEcJh$SiPS<L#Jd7v9h|OZc|y+q%?CgU^LFH>#Lx+t%|p}xU|JN
zTM=r##!`FH@fh+-Nx8z|#kk7+Vc#-o2LcoAm@@ji>Q}m)k8Vqg)%|I@PNLb`WZW|2
z_wh4sZieA<FmnY2*ISdTIIGkMrouK@i_x=gLoIDUzfm#21aew45vE&S<e+<)k1&BY
ze!vwefNS0Xw$35raaJ%_g|<HK<VNE%wh3j;<)V$nhwB%m0MCa|kWoY5#rDaD{t+v2
z5~C%z=x_MT@x{a}zkYF<EF?ufo_NT%{XGyg?Lq}tP9Yz3U&L^e?pywp>a!Dsn1IL3
z-NmrnEE;ZiRXhSxjqP}oEriUZ2-38g#4uPQ#}P-it~dUg-Y1lhdH=4P&AXOkz-w|d
z$j@ssuu5f$ie=G?yyyt4cjQc1r<I8*7aBqbdPsuUui+O}rM)}>nZGgR#q^DydbmIl
zmDaZlf1SE;pWi8>fh78wsTo{!R_@zxAF>3`%JpzN(98E{TUVv;XdjILf7n-a2Mr&F
zK3l(3nw_5O7t~{p-hX1W8j&B5;R+?RL$froP$42iQz|jg9wa6{DfFry=z?0{jD<Ce
zw94FzsyHn8ra>@4w!H>o1yg{E_j6VCN;TvZ{ch?q!zfAHN5tyqo0FU!!v=x(DRt-k
zTa$mZgx%IZA8upP<l)y-?tR5BGxiRO83TR%D@e>;VW@ArE3w&JPh?y9N{vBu9||j;
z@KmHMtXJckeU-&i9I(Q=eN+mbZ3nFc6<oy3EVIQ0{&wPhv0?I&*lgZ=s0bcje%nk0
zI{zvh8Fc5*$*@ed4{adbl7c->_sjiSSse=GGST`Kd&&}~*Nv1YqotOew$Z-^!H3aP
znR1oY>`>=WlXENVL6%{rrCcf#pFF!Z4eZ^rzIJ~EgSdxs3U6-Z#ETj*Tq(5_SkmPp
zN~68Pb>uwC?HY#mVrbAFT-13sny+XOmxQGwu<Pow4NHuOuE5Q*>R{oiGol7rtptt5
z3oYNU=AS_T>E8ZwksC72Z}Q#8DHo)37dRa=r<j@&np6aOYLPrR0VAs2|CZD2bwi*n
zO!h%<Dis2x!3i(Prqu+-(lBau;+H5{b%{WDTIHPSIw+cw1jowu{0`|BOvte-`utTe
z!B<&U@J*3m0@_gm;s66duo(;o%E#kX><*@rV^n|#<(cIkVE1>=mS+)m8FwA<y7>Cu
zO$<{1o+v=CSteMZ<KH+$Xda_n|G-28+WCs~NLQd4*VL{jX)2q*!C>_A<U(4Ch-k&6
zP?zjk<n>O>2di4|`aIf`GUpH=<yS{>(qLw|L0Xfsc&9)p=M>E>DWQojedaGe+;_BI
zJ~mfZh<ltC+sHUqt2J9lv<(F$(1$-Qt^(cM@?7OB5cuh;HfnBoumAxKccFN6|2de|
zgL<1ht6HDi`gE-G)RWctYjtiVErYa6XkATro)((A!X!I{(<fiT>>A$UlXFX>HE+h>
zmmvtZvSKYKdOdL?Ae}wt86rYM_-8P4mTOD1hxrsmoA#xU2@AO_(B$(ytdq29A3TDq
zddtR*>;7E2Z!D-HXEQP2Rpyj4UQC6$v<BpO6YqC~R&G{$+)J`JEvl8A7^g!T0J=Ps
zX!BcWk)PzZxJo}NIuayWR9z+pxC&dJUUpmharRXS>dBQZZG||+zU%xI-|k780y+HX
zv&`+V3yKP;;5WzhROQ(7tibuQP*wU?cMv(@Wdr9OGw^W?w%R_z;jB)*My&W!e;0*o
z$0aVrRrn>NTB}y0$QX1Oz*cn%!xgX2sSVS$TUOVt;oHTZ?(f*ZQKwoU&^TXxzf|#e
zdU5galgdkO3aF@VsP&7a=(*0?B+bvwc=Dm!Ku(zti`_HnIxslIsQRAKW?DR;$-5|;
zz7pG_y$(a=Bf+`0>Uzp1NfDuY=@+HNPOa-dqb*QN53_oks(i3Ct=qVVUzpZS?fUv!
zp@aB}ObP9ZM_C?hMV*lOE95=H-7x;-Alq<qvEQfV=uP6^)46QoNLt~=kKzgs6cpfd
zx9crcf7sCbtptlO#7HHzKbu*8UIEj3UwF5I>{Z|db;xe(37v~MuCIQ>_j*RYW_N!c
zWL=O?%CWDE8eoQMEA$~8d8%al74UDMT%tvE@$eM>+bz1sH6TnVn~b<)0ot$sN|EIk
z<>s*%Ni7?Mh!on2Th>dLt}<zPDB5j(&mp$HHR0@BOZa?2x08{xKas0teXh4pz8lkQ
zlv@H7E%(Xfl!VstfB(d(YS31cZgaDAsG)OAOG~8m-H}gnS4yn^0Bu-^D9GGKaZEPX
zS}Aop6KbD8*e6M~g8?Hu3uYm7r4Xv=h}($G@Evf#=ePk2CX@K3PPFzLTBu$HP&|#G
zZWWShR-}NeN7ddLL!m&3YgzkbqJ~^)E8N`XY>@1Cr^O>f0&U_ktWWT1%;L9`omQQ_
znM!-XNNrRoKEL!ARTKbFZSoTjsdAYmB}CH=LbGl9kXw?Y#pZavzrB4!-BeN+<+K5G
z0MMH|)WsMzuyI(Xuj)1{wXz4g<HX)z1*@y`*`4R9hn$8VP6q?p*F(TbNq6M%ds=$U
zeC079s>}9=p+_sfHI2(J+tRo*uDX!XjY0WMtij57<4mWqGnpOY6d5j*KyhnThhB&-
zRF5uQ9e-Kh9rx@OppZQ=d;l#0hf<pdd7|)v#tU^!5MVfWEdU-a+c!efT?(GBaDsPy
zwgQM0Ll%7_{t6Sre6f~4H{k9R1hPVGCE&Ti1~#?FM)Z;ITA0ZBA7SG+qez!7rpXqU
z=v=Yq<hW2#H&O`nJx=8hZY(AY)8zBekHiwo6in)x+J%(R0|_RyuEttY)_`3W5SpVV
z#`OxXJPQ~F;w>>bNV*kc9%j$zpz1g;9YCM<?SjYhdH9Dlce8lIf*#v0_~R6zK=;lZ
z<B|4}QC3H)ulMx*kkK3#TURFLoDT0e;9#$^S1`!)j<Z!`$W2Z15XU*Nbc_+%!dOVI
zioVu-)+I=fSwS9$?6-vRzt*l+fGJ+Bptii+{v2HOj=nawwRk|4g<5UqYFjRWH;#C{
z1h!;=x*RL1{lIlu?WSdUES8u9c?%xFhuTm$Gwd1qIy1_i+^TpE4-x-d4T>2T3NGr{
z?4tCc!XlRZXLp?LEt$3U4^;s%TY0!uUGvX*c&X{<m!-Okq*mi9nMZRJT)3&2@y+to
z@$s$rh2{r8=%kxHDVbEr=e*S`2SFnj$e7++GS>Fougt=k_4;T7KtT9pqPE;qQO(b_
zt0+B>XcOC7ZHEP8u(x-qT}$4Ez~vinJOmRc-|2<pRrk!3b7*wv85)~5Y-*s%MY4wL
zPqSl!2nQ58?Lm7TdPUOGoQXI@JKE8KS3~jQawPgk5}!l$pS9$g6^r~d<YygoLZ=$D
zGGD!V#z+B(H!4eg$UGSzc4qV9+ujRN8KPKd_&y-{!IJA{b^4W=>F);*rzqSuwiT?!
zJ+%4YV;tW-B7n4P&klL$+U#7##2Z~s`ry42BJ#Cx^Uhp&vRHTzSrrrF!K5EYI@?ep
z;I}tv#czKE-#u+lofchr-SCri@jy%RfS)9g<E$2vD*f0Lj5>_AuWR-bdkLc@s^iN%
zwGZ~l>VG>rMS$nNZ<TPzGfK`@E!|jBM^=lHzxmogW_qpHu108C`SyWHd1XzalhQya
z&_c4A+(46Rb1O`$;F(U2FV{f8QTha}n>wa$tbvEbcxx|SYWV8?#cg+m-fas-VnqJN
z>Y&P~DS+!2LMOyycCS-eKD{wx`DdiFBx|J1bZA+7rwbC#jsxfC9(#>Ln8T715`?O}
z=-hZ2u~R{^x@J1t!3Uhzw@wBIGkJARcHE1fGwp)_#m2V#!=a<R#m5xB+BKnAZKN4S
zMb2dH<ml4iq)>52AL`5Ko3Bj(f+GFaKqgI;*nh9eqdzT{x4rQ`Q1i`6*><B$1i<9?
z+7IQ%WRY}q)06=;We4;c07A4s6@Bw`%qt%H8=p%Us55!7l<CyHP*}!yBzuU$Q3S#o
z_Wr0N6?D9mkce!#j$dO^0vR7cOVLcfhZOMD)kh=y?SxqHSXzokXM=wKd578O@pXt^
z;X~Ng!|3bir0`e|;_>hR=w>t_9N8}OOTIF&TaguW=f2n$TSQc2iY1d=#=W-3Ka*X<
zV%z7=9n7TS$fDKJTF<C@7e+t4W%5&=<9Z&cV*Ujy0^5nD!(#t}>kbQJF9EUi$3`-a
z`)lM2k?SpQI1o)$ITs4YXCo=WC4VvM=NQe>D^Ym$8Ga{Q-}+nuGlhSFdSBwiJUioV
z{0H{f_WrO~`RiXLV*Ts@bY$jbQ`iiORUz@Tj#bnBOoc;hYZVeXm|HlCtBUo~t(<vm
z&2ncj{tNsOfDS<d7ybd0)>m!B!bE-%7AhF3@LO1q3n14r0;k}>!S(T@A1Ph`s^Smi
z)bRa(g>p9Q$o<^0=l=q?|F3{s&klRuuihiRJ=|S8c>51N0G`xIS{``!P~nddNw{ty
z#YJboZc>Nm@eS!}6ZNni{P(oveO9d|k>lc3z~il9ib%P_G2?lELH*BBmiZM&@T(Xp
z{}g%4@;+|6=L;b5D@py&?Jie<{=)KQKB5?wAN?0KfV(<p0Jka@FEbhNvfX-Fn6`9v
zSz0nHWhVFw0Al}uyT4v-EwTql4WU=9$FE;aKW*V4H8}djZ(@5LHMsmc{(|YdnpMU%
z*`giaV28@_7Y`!z>TlOB7gYR8@!s|H2Y&{*B=C%;t-^^_z1BUtgn!Z&08ILwC;q$n
z9cFtcL}SGeK+5TjvHVO)QbAhqR=5D)S71R0KK9Y;C`gjCir$+3Y?P<!u%%U$rpd>L
z|3R(c%N8G0!ahm7CYe?6kN*N>JzzQEi=+K13Szbw@C^Ve1fL=6PrZ<$T>@={od$Rl
z^+QS|ZU{)+=nq7t`M&D?_0>;tl?^);o|oBS4Do%hy=ypT3)l_5khCA%oq#(ka*I0*
z4!-8jA1$e+bXaWNa_4Eh%MR}cDBQl?wk$TYDX`Pt*qIas<gBvFYCv0tha&}7)V%(2
zCqO*aJyKC&b8zUC;}OT^@StcYE#11NVm@S7Yt3<)TphjgrtoMscIJpGy$cnNoDVSt
z_NBalV;Wq)^U=_@jg7%Ww_I>-!wlxYgQ4NNvwnJWrCKg+%w{U2(f?u(GV~tXIEYiR
zIq)F-`#7cvaU^_iZ0iXw5xO~QjhcPcMoPYJp2h8f>etpTZ-o7$o`*N$D#0?j%i{n~
zpk_J)YM_q_VQgq=g7N`i$1i5x^%KP#6dPt4{UHRma@~McfbQ?}Xk&&qeP68;guap|
zOh`6x0WOP2XL}Rx1$S{5qiZI*Z=<A(v7Gy0$OGh{c3eL<o7PO0FHUN02@hJYk$6$T
zBfjWo8LKsPOilKO;b<{Q({GI{-mi}>tN{r_8+?YFn-Sw{>v?TMb^qwbHXz@tKNuk?
zYY=Q_hk9QTwlPo^NF^c;d1PxUj6~mnZr#zDPF+=pBC<~b=P<F!r(OsK@|am8w$sAg
zGsiXhP;z}*D-Rk&F9KMdbANiHE=a|p>V!joPW{N^jis5HjbQiB8JR1w9-(${c28%8
z&3-U1FRb~j+Te--ns?qU`LwM-AqK^*KOz0a%l025%IPj3&+!s+P5VWbl$2DePRqSW
zuf1rtI3%>w!*<4g1=&H$SZQh8&@Jf{Wu7sQt~^>;5dSd|pHSG^ayQzm64F_}g)wfe
z(JjB$$0DiKTZ%?SOu4lenJbgFyS(~ewlrhx3p7T%zWZw>#{Z|`r4Hn6*Ht!8a%vb6
z^f3JsOz1O#bVj)8-l(+gUkHrp?Gz@TG52|8LC{u3lbuL`yKI#;L<K}UF{3Bo!Lv`T
zhXQc8z?wa&)Rr)Tk5iH&h5sBRU*iHMCO5Jy1sc-oJIW}P<pB*j<H|aFg?xUk;LUc=
zG}cUycx0tXvE5)0)7QE5TH)T#oO#>*ymYS5P=M-$Gh_O46aDh!uaIoGbl7-$8~wVS
z+VNIjCBbZg_nu-}*_co2|CrJOz<E=h67>KDF6v_#rWwQdc!(la7OsG-7ic^0=x#7K
zaSuoeb^`41Qub;+IvdEsTBuha8RK=>`gWw<K>t2KiS!=^Vojhe1(Jhc_soO?YFJ)I
z0fsMO#Cs~fTEM0fU?u&_GB_CuwCMqS{!R~?r#>xSn868oq!AI?f)BSFd~G{)6qgVl
z?zj>N1|LR9!+CvZyNiuI2c+Cz2qwV6%7>L{4hJ2tr*3DBH?5fV`Qy%YZJJsW0%Btr
zAKkj9=6as&gpqQd%0pie>OU|h-lcR3mxmaCs$f&=hWVYgcxe@c8{xS7?*F+&K&#hU
z?gT&93wB*59y-imz76q4y*+x@?W2ZXF8d9mvG$XryIZ5R=FdIaJ3}vggJU5tB_bs;
zH1bWP<hD$JxG?{=Gok%Q2t;dR(fJ_X_tl*Nykp4(fsp7Cb2C|q%g7-``fFf@ctkB#
zVvK_0>+#9c(;?QHF5c4R(y;YDX5*=IY!b0wn9o4#SAVOdhd}K^!XaHYfgKSw&ZhWf
z#wA_dqvzP!?2i>eV^7=8lc&zAO_RFTd~m~F>p2ghnh*$QD*iXL_dvJb<zx|st#LDe
zlJ_q=tWpVNzsx-u7||@%hek-Q<Sr#Qu$EHgCCpOL#!1lzxEmm@1&UXpp`~-g+uiP&
zw1%>BZj*K{5pv9dP_OI9fro5BY<ec_o1T^hdPj0Mr|@sUYSYU#HQhzqa2v)%P7-NJ
z4@fQY3Z9u5BQe*Y+k?tj_NSd5%k=ty3jh9kwb?;zRB2KYEUPEo518yxPE4eIQD+AI
z5XWS$PU>foxo2PheQ9Zn6H2(21W|tC%{>Kz<z${!MyZEJw6K$KUIYjII`xDSVm0lO
z?m1HRhU?l~I(MPF(F6N<(ktvUs36alL(>(4zUrDP0TRGNEjF8K`#aD*_&*x3gK!B4
zm^5KJN=%`(L1)$;;y^ibdTxyYeJvwO|6OZ|Z^4yM%kJWZe+=_@AP>BD^y;OS9Lo*-
zeF_6ewqSJ{|Im}-F(FN4>Iy}?lFjK+Ub!UQ2e{u$k97KU6#5$TG4x-f!AKD$aLJ0`
znGLDbqj~?nmOjkex4YA1oV8mc27MPk0a)e1%8J2i3+f(oI9Sh=>k&rRxgFkY`44-c
zBKI_WvukH*Om^<oY43#8>=NaKeY6#@tUnR`eX0OR^9_*o{(XI(`ao|2A@_*-kHSD}
z#G0{xTDbphR{a0uc>Hi{DA2V-A{pxS*JbBc8G?LobpCQW+ScP`UnE|kz}zG!{^|7q
zlkR^I$CmHEO^2;xH7<ZYu|1unNsyGVk9^n>P9bIM6M*Ibezlr~Kn&{Z{Nv1$8mKDl
zuNK?6@|EyXMy${lHlU;X*S#DyIoF<Lz>VDbt@g(~Q^k;kfBf;)K;S~hz8!ZF_!;u{
z?LMOR|Mwwj3;ib-!3I*c4X0Y8<u<K!1kNojhttcRx3=8>+i9Lh@H<IF?<8W7Q}Wv8
z5<QZ_rVSMlVV5b9j_STP(%m9T8qbDA(w5MN$FWjCa@!x}i{l;<6G2XXS6+h2lUf&F
z?)-T<693~GpJ#tuK;shhH?AJ&twok3R@9?&4I3Bm+aPs^>JC&c3dmsYL#+Otd=zIM
zD-Ln6ka^G9u5KN#O3{D9B6NotZ850~0%Ag#BN&7egzC!3q7b(?r$45}BG}t3#sETr
zhmb*VbXErFHHgiar3t}p06>H4)q5Z<@y*+Y_|24r)#g8?_`c@yPgO?h$uyPgUP4CT
z8R1L!e<9z;v1FdajQ?KDjg}kf?MbZ&8Bb_DCUts5cnbL9Pnn+xqcYJN>xxL#4tU?Y
z7B^C!e3ARyE8<{P_{La};l>=PD)dwSVzhS(BHYnO_KTH@$RClf{;YkihoM$BA@(<v
zg=DH5rhciWCU5+Obu&6T{mB9>@fvZfYw=~nchpPH(Bv~E%>=10UdgwGqTu$=rKW|6
zag~uWaMQ;T-a|^e5l<sV;pW?QLJr+#!!Z={zv`nBx%4SfNszbUGZ|qMabvx#y#j7_
zt6oj~c0CtK?gFICYQt4DpACtZh^&`qfv5!Sn>gQjBd8+%W(Xh;id)M9K<402zBSmQ
z)&*|3lFs{yLF}JH@{Jy#!pfY37sprQRF>a`uhV?q!(?B89K=V9l1|$5W&l~b+n?_G
z$rbtLk;~5?0N6j46~u%_E&<?HXu`I<+)6sftMqid0C;rgSjb<!O&;DRc^BLt1ER&Y
z8Pm3-ZWcgELoO(e<>Z8!0K%pr_McebuxpVK|7t^%VoZ&O1v-sx?fc#mO&xgfY0}Va
z;)0b>!Y~ys6_<OA68djNUY-N!oZID}7_9PSQKCUEb<O(Dk@^DU5l--yKt<>AQMV*}
z9i4hBR5QIl%7wBvJ~ez4c%N-)4gXYrcz}7>-Q<<>TywnT{Vp%Gl|I{>r7tB5^K<M&
z7<6-swg;(y7VO8+{r+w)R-82S$!0L8Uqkfsx>8BBED#3=Z(l&MM({T|uacD!H*g@z
zA-D(63@bbf45?#Ff(cbIVV!dvT>OFJq%<^pp>5&}w|J6ffesBtkNRpAz<17w{MlR=
z*Z<JfDLQild2*x`0m^2rUu2YZ^ZEAGbeZSJ%0|KP`yH|Mx+dEr_Sos?$QtOV@Cfh?
zcVD3dsJ<B1zo|JA1sJK&Xb2&rYK>w08am6ebs>DlQN&wbgK{U|#&|=;dAYKR?nRp{
zM_nmd_o9XR)iZyNFJSU6-`-xKW0A*}T+OoqixC%nP}U83iSs^CB5#-e7Kd(|T^^<{
z3kWQz|Fxq84Bdaf@%nEylW0{yY<McAq2qvpl?TsR(fH35Z>PcEv;x;Acft@~f5TUs
zxFA;p&1C&|uJG~Uq=x=7czkbi|Ia%b^W_nsIVhtoo#ikl&fENw-pDbSZSOTe%KM@I
z&WwKI+D%Pkk6_AE<(%OHHRP{H#0o)CtkyB4KeT0o*%$7PU8(XL691QUs=abfZ-H9#
zkMs>s+#@(=-}5`&(N58goxaqvO^Eti))`3g@IK^<=1V0Z1>wklOU*%9#m4=ItnRf1
tz{UGB(+(h(oG;V;|K(CHC4Pe^@CCZClwn)9ywmH~E}LB{zi{`#{{u_BzuW)-

literal 0
HcmV?d00001

diff --git a/docs/automation/index.rst b/docs/automation/index.rst
index ecabff7a..48e83a96 100644
--- a/docs/automation/index.rst
+++ b/docs/automation/index.rst
@@ -8,11 +8,11 @@ VyOS Automation
 
 
 .. toctree::
-   :maxdepth: 1
+   :maxdepth: 2
    
    vyos-api
    vyos-ansible
-   vyos-terraform
+   terraform/index
    vyos-napalm
    vyos-netmiko
    vyos-salt
diff --git a/docs/automation/terraform/index.rst b/docs/automation/terraform/index.rst
new file mode 100644
index 00000000..9a51df91
--- /dev/null
+++ b/docs/automation/terraform/index.rst
@@ -0,0 +1,18 @@
+##############
+VyOS Terraform
+##############
+
+
+  * Nornir
+  * startup scripts
+
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Content
+   
+   terraformAWS
+#   terraformAZ
+#   terraformvSphere
+#   terraformGoogle
+   
diff --git a/docs/automation/terraform/terraformAWS.rst b/docs/automation/terraform/terraformAWS.rst
new file mode 100644
index 00000000..c81fe906
--- /dev/null
+++ b/docs/automation/terraform/terraformAWS.rst
@@ -0,0 +1,579 @@
+:lastproofread: 2024-01-11
+
+.. _vyos-terraform:
+
+Terraform for VyOS
+==================
+
+VyOS supports development infrastructure via Terraform and provisioning via Ansible.
+Terraform allows you to automate the process of deploying instances on many cloud and virtual platforms. 
+In this article, we will look at using terraforms to deploy vyos on platforms - AWS, AZURE, and vSphere.
+More detailed about what is Terraform you can write using the link_.
+
+Need to install_ Terraform
+
+Structure of files in the standard Terraform project:
+
+.. code-block:: none
+
+ .
+ ├── main.tf             # The main script
+ ├── version.tf          # File for the changing version of Terraform.
+ ├── variables.tf        # The file of all variables in "main.tf"
+ └── terraform.tfvars    # The value of all variables (passwords, login, ip adresses and so on)
+
+
+General commands that we will use for running Terraform scripts
+
+
+.. code-block:: none
+
+  #cd /<your folder>         # go to the Terrafom project
+  #terraform init          # install all addons and provider (aws az and so on)
+  #terraform plan          # show wtah is changing
+  #terraform apply         # run script
+  #yes                     # apply running
+
+
+Deploying vyos in the AWS cloud
+-------------------------------
+With the help of terraforms, you can quickly deploy Vyos-based infrastructure in the AWS cloud. If necessary, the infrastructure can be removed using terraform.
+Also we will make provisioning using Ansible.
+
+
+.. image:: /_static/images/aws.png
+   :width: 50%
+   :align: center
+   :alt: Network Topology Diagram
+
+In this case, we'll create the necessary files for Terraform and Ansible next using Terraform we'll create a single instance on the AWS cloud and make provisioning using Ansible.
+
+
+Preparation steps for deploying VyOS on AWS 
+-------------------------------------------
+
+How to create a single instance and install your configuration using Terraform+Ansible+AWS 
+Step by step:
+
+AWS
+
+
+1.1 Create an account with AWS and get your "access_key", "secret key"
+
+1.2 Create a key pair_ and download your .pem key
+
+.. image:: /_static/images/keypairs.png
+   :width: 50%
+   :align: center
+   :alt: Network Topology Diagram
+
+1.3 Create a security group_ for the new VyOS instance and open all traffic
+
+.. image:: /_static/images/sg.png
+   :width: 50%
+   :align: center
+   :alt: Network Topology Diagram
+
+
+.. image:: /_static/images/traffic.png
+   :width: 50%
+   :align: center
+   :alt: Network Topology Diagram
+
+Terraform
+
+
+2.1 Create a0 UNIX or Windows instance
+
+2.2 Download and install Terraform
+
+2.3 Create the folder for example /root/awsterraform
+
+.. code-block:: none
+
+ mkdir /root/awsterraform
+
+2.4 Copy all files into your Terraform project "/root/awsterraform" (vyos.tf, var.tf, terraform.tfvars,version.tf), more detailed see `Structure of files Terrafom for AWS`_
+
+2.5 Type the commands :
+
+.. code-block:: none
+
+   #cd /<your folder> 
+   #terraform init
+
+
+Ansible
+
+
+3.1 Create a UNIX instance whenever you want (local, cloud, and so on)
+
+3.2 Download and install Ansible
+
+3.3 Create the folder for example /root/aws/
+
+3.4 Copy all files into your Ansible project "/root/aws/" (ansible.cfg, instance.yml, mykey.pem and "all"), more detailed see `Structure of files Ansible for AWS`_
+
+mykey.pem you have to get using step 1.2
+
+
+Start 
+
+
+4.1 Type the commands on your Terrafom instance:
+   
+.. code-block:: none
+
+   #cd /<your folder>
+   #terraform plan  
+   #terraform apply  
+   #yes
+
+
+Start creating an AWS instance and check the result 
+---------------------------------------------------
+
+.. code-block:: none
+
+  root@localhost:~/awsterraform# terraform apply
+  
+  Terraform used the selected providers to generate the following execution plan.
+  Resource actions are indicated with the following symbols:
+    + create
+  
+  Terraform will perform the following actions:
+  
+    # aws_instance.myVyOSec2 will be created
+    + resource "aws_instance" "myVyOSec2" {
+        + ami                                  = "ami-************62c2d"
+        + arn                                  = (known after apply)
+        + associate_public_ip_address          = (known after apply)
+        + availability_zone                    = (known after apply)
+        + cpu_core_count                       = (known after apply)
+        + cpu_threads_per_core                 = (known after apply)
+        + disable_api_stop                     = (known after apply)
+        + disable_api_termination              = (known after apply)
+        + ebs_optimized                        = (known after apply)
+        + get_password_data                    = false
+        + host_id                              = (known after apply)
+        + host_resource_group_arn              = (known after apply)
+        + iam_instance_profile                 = (known after apply)
+        + id                                   = (known after apply)
+        + instance_initiated_shutdown_behavior = (known after apply)
+        + instance_lifecycle                   = (known after apply)
+        + instance_state                       = (known after apply)
+        + instance_type                        = "t2.micro"
+        + ipv6_address_count                   = (known after apply)
+        + ipv6_addresses                       = (known after apply)
+        + key_name                             = "awsterraform"
+        + monitoring                           = (known after apply)
+        + outpost_arn                          = (known after apply)
+        + password_data                        = (known after apply)
+        + placement_group                      = (known after apply)
+        + placement_partition_number           = (known after apply)
+        + primary_network_interface_id         = (known after apply)
+        + private_dns                          = (known after apply)
+        + private_ip                           = (known after apply)
+        + public_dns                           = (known after apply)
+        + public_ip                            = (known after apply)
+        + secondary_private_ips                = (known after apply)
+        + security_groups                      = [
+            + "awsterraformsg",
+          ]
+        + source_dest_check                    = true
+        + spot_instance_request_id             = (known after apply)
+        + subnet_id                            = (known after apply)
+        + tags                                 = {
+            + "name" = "VyOS System"
+          }
+        + tags_all                             = {
+            + "name" = "VyOS System"
+          }
+        + tenancy                              = (known after apply)
+        + user_data                            = (known after apply)
+        + user_data_base64                     = (known after apply)
+        + user_data_replace_on_change          = false
+        + vpc_security_group_ids               = (known after apply)
+      }
+  
+    # local_file.ip will be created
+    + resource "local_file" "ip" {
+        + content              = (known after apply)
+        + content_base64sha256 = (known after apply)
+        + content_base64sha512 = (known after apply)
+        + content_md5          = (known after apply)
+        + content_sha1         = (known after apply)
+        + content_sha256       = (known after apply)
+        + content_sha512       = (known after apply)
+        + directory_permission = "0777"
+        + file_permission      = "0777"
+        + filename             = "ip.txt"
+        + id                   = (known after apply)
+      }
+  
+    # null_resource.SSHconnection1 will be created
+    + resource "null_resource" "SSHconnection1" {
+        + id = (known after apply)
+      }
+  
+    # null_resource.SSHconnection2 will be created
+    + resource "null_resource" "SSHconnection2" {
+        + id = (known after apply)
+      }
+  
+  Plan: 4 to add, 0 to change, 0 to destroy.
+  
+  Changes to Outputs:
+    + my_IP = (known after apply)
+  
+  Do you want to perform these actions?
+    Terraform will perform the actions described above.
+    Only 'yes' will be accepted to approve.
+  
+    Enter a value: yes
+  
+  aws_instance.myVyOSec2: Creating...
+  aws_instance.myVyOSec2: Still creating... [10s elapsed]
+  aws_instance.myVyOSec2: Still creating... [20s elapsed]
+  aws_instance.myVyOSec2: Still creating... [30s elapsed]
+  aws_instance.myVyOSec2: Still creating... [40s elapsed]
+  aws_instance.myVyOSec2: Creation complete after 44s [id=i-09edfca15aac2fe0a]
+  null_resource.SSHconnection1: Creating...
+  null_resource.SSHconnection2: Creating...
+  null_resource.SSHconnection1: Provisioning with 'file'...
+  null_resource.SSHconnection2: Provisioning with 'remote-exec'...
+  null_resource.SSHconnection2 (remote-exec): Connecting to remote host via SSH...
+  null_resource.SSHconnection2 (remote-exec):   Host: 10.217.80.104
+  null_resource.SSHconnection2 (remote-exec):   User: root
+  null_resource.SSHconnection2 (remote-exec):   Password: true
+  null_resource.SSHconnection2 (remote-exec):   Private key: false
+  null_resource.SSHconnection2 (remote-exec):   Certificate: false
+  null_resource.SSHconnection2 (remote-exec):   SSH Agent: false
+  null_resource.SSHconnection2 (remote-exec):   Checking Host Key: false
+  null_resource.SSHconnection2 (remote-exec):   Target Platform: unix
+  local_file.ip: Creating...
+  local_file.ip: Creation complete after 0s [id=e8e91f2e24579cd28b92e2d152c0c24c3bf4b52c]
+  null_resource.SSHconnection2 (remote-exec): Connected!
+  null_resource.SSHconnection1: Creation complete after 0s [id=7070868940858935600]
+  
+  null_resource.SSHconnection2 (remote-exec): PLAY [integration of terraform and ansible] ************************************
+  
+  null_resource.SSHconnection2 (remote-exec): TASK [Wait 300 seconds, but only start checking after 60 seconds] **************
+  null_resource.SSHconnection2: Still creating... [10s elapsed]
+  null_resource.SSHconnection2: Still creating... [20s elapsed]
+  null_resource.SSHconnection2: Still creating... [30s elapsed]
+  null_resource.SSHconnection2: Still creating... [40s elapsed]
+  null_resource.SSHconnection2: Still creating... [50s elapsed]
+  null_resource.SSHconnection2: Still creating... [1m0s elapsed]
+  null_resource.SSHconnection2 (remote-exec): ok: [54.144.84.120]
+  
+  null_resource.SSHconnection2 (remote-exec): TASK [Configure general settings for the vyos hosts group] *********************
+  null_resource.SSHconnection2: Still creating... [1m10s elapsed]
+  null_resource.SSHconnection2 (remote-exec): changed: [54.144.84.120]
+  
+  null_resource.SSHconnection2 (remote-exec): PLAY RECAP *********************************************************************
+  null_resource.SSHconnection2 (remote-exec): 54.144.84.120              : ok=2    changed=1    unreachable=0    failed=0    skipped=0    rescued=0    ignored=0
+  
+  null_resource.SSHconnection2: Creation complete after 1m16s [id=4902256962410024771]
+  
+  Apply complete! Resources: 4 added, 0 changed, 0 destroyed.
+  
+  Outputs:
+  
+  my_IP = "54.144.84.120"
+  
+
+
+After executing all the commands you will have your VyOS instance on the AWS cloud with your configuration, it's a very convenient desition.
+If you need to delete the instance please type the command:
+
+.. code-block:: none
+
+   #terraform destroy
+
+
+Troubleshooting
+---------------
+
+1. Ansible doesn't connect via SSH to your AWS instance: you have to check that your SSH key has copied into the path /root/aws/.
+Also, increase the time in the file instance.yml from 300 sec to 500 sec or more. (It depends on your location).
+Make sure that you have opened access to the instance in the security group.
+
+2. Terraform doesn't connect via SSH to your Ansible instance: you have to check the correct login and password in the part of the file vyos. tf
+
+.. code-block:: none
+
+  connection {
+   type     = "ssh"  
+   user     = "root"              # open root access using login and password on your Ansible
+   password = var.password        # check password in the file terraform.tfvars isn't empty
+       host = var.host            # check the correct IP address of your Ansible host
+  }
+
+
+Make sure that Ansible is pinging from Terrafom.
+
+Structure of files Terrafom for AWS
+-----------------------------------
+
+.. code-block:: none
+
+ .
+ ├── vyos.tf				# The main script
+ ├── var.tf					# File for the changing version of Terraform.
+ ├── versions.tf			# The file of all variables in "vyos.tf"
+ └── terraform.tfvars		# The value of all variables (passwords, login, ip adresses and so on)
+ 
+
+ 
+File contents of Terrafom for AWS
+---------------------------------
+
+vyos.tf
+
+.. code-block:: none
+
+
+  ##############################################################################
+  # Build an VyOS VM from the Marketplace
+  # To finde nessesery AMI image_ in AWS
+  #
+  # In the script vyos.tf we'll use default values (you can chang it as you need)
+  # AWS Region = "us-east-1"
+  # AMI        = "standard AMI of VyOS from AWS Marketplace"
+  # Size of VM = "t2.micro"
+  # AWS Region = "us-east-1"
+  # After deploying the AWS instance and getting an IP address, the IP address is copied into the file  
+  #"ip.txt" and copied to the Ansible node for provisioning.
+  ##############################################################################
+
+  provider "aws" {
+   access_key = var.access 
+   secret_key = var.secret 
+   region = var.region
+  }
+  
+  variable "region" {
+   default = "us-east-1"
+   description = "AWS Region"
+  }
+  
+  variable "ami" {
+   default = "ami-**************3b3"                        # ami image please enter your details  
+   description = "Amazon Machine Image ID for VyOS"
+  }
+  
+  variable "type" {
+   default = "t2.micro"
+   description = "Size of VM"
+  }
+  
+  # my resource for VyOS
+  
+  resource "aws_instance" "myVyOSec2" {
+   ami = var.ami
+   key_name = "awsterraform"                                      # Please enter your details from 1.2 of Preparation steps for deploying VyOS on AWS 
+   security_groups = ["awsterraformsg"]                           # Please enter your details from 1.3 of Preparation steps for deploying VyOS on AWS 
+   instance_type = var.type
+   tags = {
+     name = "VyOS System"
+   }
+  }
+
+  ##############################################################################
+  # specific variable (to getting type "terraform plan"):
+  # aws_instance.myVyOSec2.public_ip - the information about public IP address
+  # of our instance, needs for provisioning and ssh connection from Ansible
+  ##############################################################################
+  
+  output "my_IP"{
+  value = aws_instance.myVyOSec2.public_ip
+  }
+  
+  ##############################################################################
+  # 
+  # IP of aws instance copied to a file ip.txt in local system Terraform
+  # ip.txt looks like: 
+  # cat ./ip.txt
+  # ххх.ххх.ххх.ххх
+  ##############################################################################
+  
+  resource "local_file" "ip" {
+      content  = aws_instance.myVyOSec2.public_ip
+      filename = "ip.txt"
+  }
+  
+  #connecting to the Ansible control node using SSH connection
+
+  ##############################################################################
+  # Steps "SSHconnection1" and "SSHconnection2" need to get file ip.txt from the terraform node and start remotely the playbook of Ansible.
+  ##############################################################################
+  
+  resource "null_resource" "SSHconnection1" {
+  depends_on = [aws_instance.myVyOSec2] 
+  connection {
+   type     = "ssh"
+   user     = "root"
+   password = var.password
+       host = var.host
+  }
+  
+  #copying the ip.txt file to the Ansible control node from local system 
+
+   provisioner "file" {
+      source      = "ip.txt"
+      destination = "/root/aws/ip.txt"                             # The folder of your Ansible project
+         }
+  }
+  
+  resource "null_resource" "SSHconnection2" {
+  depends_on = [aws_instance.myVyOSec2]  
+  connection {
+  	type     = "ssh"
+  	user     = "root"
+  	password = var.password
+      	host = var.host
+  }
+  #command to run Ansible playbook on remote Linux OS
+  provisioner "remote-exec" {
+      inline = [
+  	"cd /root/aws/",
+  	"ansible-playbook instance.yml"                               # more detailed in "File contents of Ansible for AWS"
+  ]
+  }
+  }
+
+
+var.tf
+
+.. code-block:: none
+
+  variable "password" {
+     description = "pass for Ansible"
+     type = string
+     sensitive = true
+  }
+  variable "host"{
+     description = "The IP of my Ansible"
+	 type = string
+  }
+  variable "access" {
+     description = "my access_key for AWS"
+     type = string
+     sensitive = true
+  }
+  variable "secret" {
+     description = "my secret_key for AWS"
+     type = string
+     sensitive = true
+  }
+  
+versions.tf
+
+.. code-block:: none
+
+   terraform {
+    required_providers {
+      aws = {
+        source  = "hashicorp/aws"
+        version = "~> 5.0"
+      }
+    }
+  }
+
+terraform.tfvars
+
+.. code-block:: none
+
+  password  = ""   # password for Ansible SSH
+  host      = ""   # IP of my Ansible
+  access    = ""   # access_key for AWS
+  secret    = ""   # secret_key for AWS
+
+
+Structure of files Ansible for AWS
+----------------------------------
+
+.. code-block:: none
+
+ .
+ ├── group_vars
+     └── all
+ ├── ansible.cfg
+ ├── mykey.pem
+ └── instance.yml
+ 
+ 
+File contents of Ansible for AWS
+--------------------------------
+
+ansible.cfg
+
+.. code-block:: none
+
+  [defaults]
+  inventory = /root/aws/ip.txt
+  host_key_checking= False
+  private_key_file = /root/aws/awsterraform.pem         # check the name
+  remote_user=vyos
+
+mykey.pem
+
+.. code-block:: none
+
+  Copy your key.pem from AWS
+
+
+instance.yml
+
+
+
+.. code-block:: none
+
+  ##############################################################################
+  # About tasks:
+  # "Wait 300 seconds, but only start checking after 60 seconds" - try to make ssh connection every 60 seconds until 300 seconds
+  # "Configure general settings for the vyos hosts group" - make provisioning into AWS VyOS node
+  # You have to add all necessary cammans of VyOS under the block "lines:"
+  ##############################################################################
+
+
+  - name: integration of terraform and ansible
+    hosts: all
+    gather_facts: 'no'
+  
+    tasks:
+  
+      - name: "Wait 300 seconds, but only start checking after 60 seconds"
+        wait_for_connection:
+          delay: 60
+          timeout: 300
+  
+      - name: "Configure general settings for the vyos hosts group"
+        vyos_config:
+          lines:
+            - set system name-server 8.8.8.8
+          save:
+            true
+
+
+all
+
+.. code-block:: none
+
+  ansible_connection: ansible.netcommon.network_cli
+  ansible_network_os: vyos.vyos.vyos
+  ansible_user: vyos
+
+Sourse files for AWS from GIT
+-----------------------------
+
+All files about the article can be found here_
+
+
+.. _link: https://developer.hashicorp.com/terraform/intro
+.. _install: https://developer.hashicorp.com/terraform/tutorials/aws-get-started/install-cli
+.. _pair: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/create-key-pairs.html
+.. _group: https://docs.aws.amazon.com/cli/latest/userguide/cli-services-ec2-sg.html
+.. _image: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AMIs.html
+.. _here: https://github.com/vyos/vyos-automation/tree/main/TerraformCloud/AWS_terraform_ansible_single_vyos_instance-main
\ No newline at end of file
diff --git a/docs/automation/vyos-terraform.rst b/docs/automation/vyos-terraform.rst
deleted file mode 100644
index 75967202..00000000
--- a/docs/automation/vyos-terraform.rst
+++ /dev/null
@@ -1,1036 +0,0 @@
-:lastproofread: 2024-01-11
-
-.. _vyos-terraform:
-
-Terraform
-=========
-
-VyOS supports develop infrastructia via Terraform and provisioning via ansible.
-Need to install ``Terraform``
-
-Structure of files
-
-.. code-block:: none
-
- .
- ├── main.tf
- ├── version.tf
- ├── variables.tf
- └── terraform.tfvars
-
-Run Terraform
--------------
-
-.. code-block:: none
-
-  #cd /your folder
-  #terraform init
-  #terraform plan
-  #terraform apply
-  #yes
-
-
-Deploying vyos in the AWS cloud
--------------------------------
-With the help of terraforms, you can quickly deploy Vyos-based infrastructure in the AWS cloud. If necessary, the infrastructure can be removed using terraform.
-Also we will make provisioning using Ansible.
-
-Structure of files Terrafom
-
-.. code-block:: none
-
- .
- ├── vyos.tf
- └── var.tf
- 
-File contents
--------------
-
-vyos.tf
-
-.. code-block:: none
-
-  terraform {
-   required_providers {
-     aws = {
-       source  = "hashicorp/aws"
-       version = "~> 5.0"
-     }
-   }
-  }
-  
-  provider "aws" {
-   access_key = var.access 
-   secret_key = var.secret 
-   region = var.region
-  }
-  
-  variable "region" {
-   default = "us-east-1"
-   description = "AWS Region"
-  }
-  
-  variable "ami" {
-   default = "ami-**************"                        # ami image please enter your details  
-   description = "Amazon Machine Image ID for VyOS"
-  }
-  
-  variable "type" {
-   default = "t2.micro"
-   description = "Size of VM"
-  }
-  
-  # my resource for VyOS
-  
-  resource "aws_instance" "myVyOSec2" {
-   ami = var.ami
-   key_name = "mykeyname"                                # Please enter your details  
-   security_groups = ["my_sg"]                           # Please enter your details  
-   instance_type = var.type
-   tags = {
-     name = "VyOS System"
-   }
-  }
-  
-  output "my_IP"{
-  value = aws_instance.myVyOSec2.public_ip
-  }
-  
-  
-  #IP of aws instance copied to a file ip.txt in local system Terraform
-  
-  resource "local_file" "ip" {
-      content  = aws_instance.myVyOSec2.public_ip
-      filename = "ip.txt"
-  }
-  
-  #connecting to the Ansible control node using SSH connection
-  
-  resource "null_resource" "SSHconnection1" {
-  depends_on = [aws_instance.myVyOSec2] 
-  connection {
-   type     = "ssh"
-   user     = "root"
-   password = var.password
-       host = var.host
-  }
-  #copying the ip.txt file to the Ansible control node from local system 
-   provisioner "file" {
-      source      = "ip.txt"
-      destination = "/root/aws/ip.txt"                             # The folder of your Ansible project
-         }
-  }
-  
-  resource "null_resource" "SSHconnection2" {
-  depends_on = [aws_instance.myVyOSec2]  
-  connection {
-  	type     = "ssh"
-  	user     = "root"
-  	password = var.password
-      	host = var.host
-  }
-  #command to run Ansible playbook on remote Linux OS
-  provisioner "remote-exec" {
-      inline = [
-  	"cd /root/aws/",
-  	"ansible-playbook instance.yml"
-  ]
-  }
-  }
-
-
-var.tf
-
-.. code-block:: none
-
-  variable "password" {
-     description = "pass for Ansible"
-     type = string
-     sensitive = true
-  }
-  variable "host"{
-     description = "The IP of my Ansible"
-  }
-  variable "access" {
-     description = "my access_key for AWS"
-     type = string
-     sensitive = true
-  }
-  variable "secret" {
-     description = "my secret_key for AWS"
-     type = string
-     sensitive = true
-  }
-
-
-Structure of files Ansible
-
-.. code-block:: none
-
- .
- ├── group_vars
-     └── all
- ├── ansible.cfg
- ├── mykey.pem
- └── instance.yml
- 
- 
-File contents
--------------
-
-ansible.cfg
-
-.. code-block:: none
-
-  [defaults]
-  inventory = /root/aws/ip.txt
-  host_key_checking= False
-  private_key_file = /root/aws/mykey.pem
-  remote_user=vyos
-
-mykey.pem
-
-.. code-block:: none
-
-  -----BEGIN OPENSSH PRIVATE KEY-----
-  
-  Copy your key.pem from AWS
-  
-  -----END OPENSSH PRIVATE KEY-----
-
-instance.yml
-
-.. code-block:: none
-
-  - name: integration of terraform and ansible
-    hosts: all
-    gather_facts: 'no'
-  
-    tasks:
-  
-      - name: "Wait 300 seconds, but only start checking after 60 seconds"
-        wait_for_connection:
-          delay: 60
-          timeout: 300
-  
-      - name: "Configure general settings for the vyos hosts group"
-        vyos_config:
-          lines:
-            - set system name-server 8.8.8.8
-          save:
-            true
-
-
-all
-
-.. code-block:: none
-
-  ansible_connection: ansible.netcommon.network_cli
-  ansible_network_os: vyos.vyos.vyos
-  ansible_user: vyos
-
-AWS_terraform_ansible_single_vyos_instance
-------------------------------------------
-
-How to create a single instance and install your configuration using Terraform+Ansible+AWS 
-Step by step:
-
-AWS
----
-
-1.1 Create an account with AWS and get your "access_key", "secret key"
-
-1.2 Create a key pair and download your .pem key
-
-1.3 Create a security group for the new VyOS instance
-
-Terraform
----------
-
-2.1 Create a UNIX or Windows instance
-
-2.2 Download and install Terraform
-
-2.3 Create the folder for example ../awsvyos/
-
-2.4 Copy all files into your Terraform project (vyos.tf, var.tf)
-2.4.1 Please type the information into the strings 22, 35, 36 of file "vyos.tf"
-
-2.5 Type the commands :
-
-   #cd /your folder
-   
-   #terraform init
-
-Ansible
--------
-
-3.1 Create a UNIX instance
-
-3.2 Download and install Ansible
-
-3.3 Create the folder for example /root/aws/
-
-3.4 Copy all files from my folder /Ansible into your Ansible project (ansible.cfg, instance.yml, mykey.pem)
-
-mykey.pem you have to get using step 1.2
-
-Start 
------
-
-4.1 Type the commands on your Terrafom instance:
-   
-   #cd /your folder 
-
-   #terraform plan  
-
-   #terraform apply  
-   
-   #yes
-
-.. image:: /_static/images/aws.png
-   :width: 80%
-   :align: center
-   :alt: Network Topology Diagram
-
-
-
-Deploying vyos in the Azure cloud
----------------------------------
-With the help of terraforms, you can quickly deploy Vyos-based infrastructure in the Azure cloud. If necessary, the infrastructure can be removed using terraform.
-
-Structure of files Terrafom
-
-.. code-block:: none
-
- .
- ├── main.tf
- └── variables.tf
- 
-File contents
--------------
-
-main.tf
-
-.. code-block:: none
-
-  ##############################################################################
-  # HashiCorp Guide to Using Terraform on Azure
-  # This Terraform configuration will create the following:
-  # Resource group with a virtual network and subnet
-  # An VyOS server without ssh key (only login+password)
-  ##############################################################################
-  
-  # Chouse a provider
-  
-  provider "azurerm" {
-    features {}
-  }
-  
-  # Create a resource group. In Azure every resource belongs to a 
-  # resource group. 
-  
-  resource "azurerm_resource_group" "azure_vyos" {
-    name     = "${var.resource_group}"
-    location = "${var.location}"
-  }
-  
-  # The next resource is a Virtual Network.
-  
-  resource "azurerm_virtual_network" "vnet" {
-    name                = "${var.virtual_network_name}"
-    location            = "${var.location}"
-    address_space       = ["${var.address_space}"]
-    resource_group_name = "${var.resource_group}"
-  }
-  
-  # Build a subnet to run our VMs in.
-  
-  resource "azurerm_subnet" "subnet" {
-    name                 = "${var.prefix}subnet"
-    virtual_network_name = "${azurerm_virtual_network.vnet.name}"
-    resource_group_name = "${var.resource_group}"
-    address_prefixes       = ["${var.subnet_prefix}"]
-  }
-  
-  ##############################################################################
-  # Build an VyOS VM from the Marketplace
-  # To finde nessesery image use the command:
-  #
-  # az vm image list --offer vyos --all
-  #
-  # Now that we have a network, we'll deploy an VyOS server.
-  # An Azure Virtual Machine has several components. In this example we'll build
-  # a security group, a network interface, a public ip address, a storage 
-  # account and finally the VM itself. Terraform handles all the dependencies 
-  # automatically, and each resource is named with user-defined variables.
-  ##############################################################################
-  
-  
-  # Security group to allow inbound access on port 22 (ssh)
-  
-  resource "azurerm_network_security_group" "vyos-sg" {
-    name                = "${var.prefix}-sg"
-    location            = "${var.location}"
-    resource_group_name = "${var.resource_group}"
-  
-    security_rule {
-      name                       = "SSH"
-      priority                   = 100
-      direction                  = "Inbound"
-      access                     = "Allow"
-      protocol                   = "Tcp"
-      source_port_range          = "*"
-      destination_port_range     = "22"
-      source_address_prefix      = "${var.source_network}"
-      destination_address_prefix = "*"
-    }
-  }
-  
-  # A network interface.
-  
-  resource "azurerm_network_interface" "vyos-nic" {
-    name                      = "${var.prefix}vyos-nic"
-    location                  = "${var.location}"
-    resource_group_name       = "${var.resource_group}"
-  
-    ip_configuration {
-      name                          = "${var.prefix}ipconfig"
-      subnet_id                     = "${azurerm_subnet.subnet.id}"
-      private_ip_address_allocation = "Dynamic"
-      public_ip_address_id          = "${azurerm_public_ip.vyos-pip.id}"
-    }
-  }
-  
-  # Add a public IP address.
-  
-  resource "azurerm_public_ip" "vyos-pip" {
-    name                         = "${var.prefix}-ip"
-    location                     = "${var.location}"
-    resource_group_name          = "${var.resource_group}"
-    allocation_method            = "Dynamic"
-  }
-  
-  # Build a virtual machine. This is a standard VyOS instance from Marketplace.
-  
-  resource "azurerm_virtual_machine" "vyos" {
-    name                = "${var.hostname}-vyos"
-    location            = "${var.location}"
-    resource_group_name = "${var.resource_group}" 
-    vm_size             = "${var.vm_size}"
-  
-    network_interface_ids         = ["${azurerm_network_interface.vyos-nic.id}"]
-    delete_os_disk_on_termination = "true"
-  
-  # To finde an information about the plan use the command:
-  # az vm image list --offer vyos --all
-  
-    plan {
-      publisher = "sentriumsl"
-      name      = "vyos-1-3"
-      product   = "vyos-1-2-lts-on-azure"
-    }
-  
-    storage_image_reference {
-      publisher = "${var.image_publisher}"
-      offer     = "${var.image_offer}"
-      sku       = "${var.image_sku}"
-      version   = "${var.image_version}"
-    }
-  
-    storage_os_disk {
-      name              = "${var.hostname}-osdisk"
-      managed_disk_type = "Standard_LRS"
-      caching           = "ReadWrite"
-      create_option     = "FromImage"
-    }
-  
-    os_profile {
-      computer_name  = "${var.hostname}"
-      admin_username = "${var.admin_username}"
-      admin_password = "${var.admin_password}"
-    }
-  
-    os_profile_linux_config {
-      disable_password_authentication = false
-    }
-  }
-  
-  data "azurerm_public_ip" "example" {
-    depends_on = ["azurerm_virtual_machine.vyos"]
-    name                = "vyos-ip"
-    resource_group_name = "${var.resource_group}"
-  }
-  output "public_ip_address" {
-    value = data.azurerm_public_ip.example.ip_address
-  }
-  
-  # IP of AZ instance copied to a file ip.txt in local system
-  
-  resource "local_file" "ip" {
-      content  = data.azurerm_public_ip.example.ip_address
-      filename = "ip.txt"
-  }
-  
-  #Connecting to the Ansible control node using SSH connection
-  
-  resource "null_resource" "nullremote1" {
-  depends_on = ["azurerm_virtual_machine.vyos"] 
-  connection {
-   type     = "ssh"
-   user     = "root"
-   password = var.password
-       host = var.host
-  }
-  
-  # Copying the ip.txt file to the Ansible control node from local system 
-  
-   provisioner "file" {
-      source      = "ip.txt"
-      destination = "/root/az/ip.txt"
-         }
-  }
-  
-  resource "null_resource" "nullremote2" {
-  depends_on = ["azurerm_virtual_machine.vyos"]  
-  connection {
-  	type     = "ssh"
-  	user     = "root"
-  	password = var.password
-      	host = var.host
-  }
-  
-  # Command to run ansible playbook on remote Linux OS
-  
-  provisioner "remote-exec" {
-      
-      inline = [
-  	"cd /root/az/",
-  	"ansible-playbook instance.yml"
-  ]
-  }
-  }
-
-
-
-variables.tf
-
-.. code-block:: none
-
-  ##############################################################################
-  # Variables File
-  # 
-  # Here is where we store the default values for all the variables used in our
-  # Terraform code.
-  ##############################################################################
-  
-  variable "resource_group" {
-    description = "The name of your Azure Resource Group."
-    default     = "my_resource_group"
-  }
-  
-  variable "prefix" {
-    description = "This prefix will be included in the name of some resources."
-    default     = "vyos"
-  }
-  
-  variable "hostname" {
-    description = "Virtual machine hostname. Used for local hostname, DNS, and storage-related names."
-    default     = "vyos_terraform"
-  }
-  
-  variable "location" {
-    description = "The region where the virtual network is created."
-    default     = "centralus"
-  }
-  
-  variable "virtual_network_name" {
-    description = "The name for your virtual network."
-    default     = "vnet"
-  }
-  
-  variable "address_space" {
-    description = "The address space that is used by the virtual network. You can supply more than one address space. Changing this forces a new resource to be created."
-    default     = "10.0.0.0/16"
-  }
-  
-  variable "subnet_prefix" {
-    description = "The address prefix to use for the subnet."
-    default     = "10.0.10.0/24"
-  }
-  
-  variable "storage_account_tier" {
-    description = "Defines the storage tier. Valid options are Standard and Premium."
-    default     = "Standard"
-  }
-  
-  variable "storage_replication_type" {
-    description = "Defines the replication type to use for this storage account. Valid options include LRS, GRS etc."
-    default     = "LRS"
-  }
-  
-  # The most chippers size
-  
-  variable "vm_size" {
-    description = "Specifies the size of the virtual machine."
-    default     = "Standard_B1s"
-  }
-  
-  variable "image_publisher" {
-    description = "Name of the publisher of the image (az vm image list)"
-    default     = "sentriumsl"
-  }
-  
-  variable "image_offer" {
-    description = "Name of the offer (az vm image list)"
-    default     = "vyos-1-2-lts-on-azure"
-  }
-  
-  variable "image_sku" {
-    description = "Image SKU to apply (az vm image list)"
-    default     = "vyos-1-3"
-  }
-  
-  variable "image_version" {
-    description = "Version of the image to apply (az vm image list)"
-    default     = "1.3.3"
-  }
-  
-  variable "admin_username" {
-    description = "Administrator user name"
-    default     = "vyos"
-  }
-  
-  variable "admin_password" {
-    description = "Administrator password"
-    default     = "Vyos0!"
-  }
-  
-  variable "source_network" {
-    description = "Allow access from this network prefix. Defaults to '*'."
-    default     = "*"
-  }
-  
-  variable "password" {
-     description = "pass for Ansible"
-     type = string
-     sensitive = true
-  }
-  variable "host"{
-     description = "IP of my Ansible"
-  }
-
-
-Structure of files Ansible
-
-.. code-block:: none
-
- .
- ├── group_vars
-     └── all
- ├── ansible.cfg
- └── instance.yml
- 
- 
-File contents
--------------
-
-ansible.cfg
-
-.. code-block:: none
-
-  [defaults]
-  inventory = /root/az/ip.txt
-  host_key_checking= False
-  remote_user=vyos
-
-
-instance.yml
-
-.. code-block:: none
-
-  - name: integration of terraform and ansible
-    hosts: all
-    gather_facts: 'no'
-  
-    tasks:
-  
-      - name: "Wait 300 seconds, but only start checking after 60 seconds"
-        wait_for_connection:
-          delay: 60
-          timeout: 300
-  
-      - name: "Configure general settings for the vyos hosts group"
-        vyos_config:
-          lines:
-            - set system name-server 8.8.8.8
-          save:
-            true
-
-
-all
-
-.. code-block:: none
-
-  ansible_connection: ansible.netcommon.network_cli
-  ansible_network_os: vyos.vyos.vyos
-  
-  # user and password gets from terraform variables "admin_username" and "admin_password"
-  ansible_user: vyos
-  ansible_ssh_pass: Vyos0!
-
-
-Azure_terraform_ansible_single_vyos_instance
---------------------------------------------
-
-How to create a single instance and install your configuration using Terraform+Ansible+Azure 
-Step by step:
-
-Azure
------
-
-1.1 Create an account with Azure
-
-Terraform
----------
-
-2.1 Create a UNIX or Windows instance
-
-2.2 Download and install Terraform
-
-2.3 Create the folder for example ../azvyos/
-
-2.4 Copy all files from my folder /Terraform into your Terraform project (main.tf, variables.tf)
-
-2.5 Login with Azure  using the command 
-
-  #az login
-
-2.6 Type the commands :
-
-   #cd /your folder
-   
-   #terraform init
-
-Ansible
--------
-
-3.1 Create a UNIX instance
-
-3.2 Download and install Ansible
-
-3.3 Create the folder for example /root/az/
-
-3.4 Copy all files from my folder /Ansible into your Ansible project (ansible.cfg, instance.yml and /group_vars)
-
-Start 
------
-
-4.1 Type the commands on your Terrafom instance:
-   
-   #cd /your folder 
-
-   #terraform plan  
-
-   #terraform apply  
-   
-   #yes
-
-
-
-Deploying vyos in the Vsphere infrastructia
--------------------------------------------
-With the help of terraforms, you can quickly deploy Vyos-based infrastructure in the vSphere.
-
-Structure of files Terrafom
-
-.. code-block:: none
-
- .
- ├── main.tf
- ├── versions.tf
- ├── variables.tf
- └── terraform.tfvars
- 
-File contents
--------------
-
-main.tf
-
-.. code-block:: none
-
-  provider "vsphere" {
-    user           = var.vsphere_user
-    password       = var.vsphere_password
-    vsphere_server = var.vsphere_server
-    allow_unverified_ssl = true
-  }
-  
-  data "vsphere_datacenter" "datacenter" {
-    name = var.datacenter
-  }
-  
-  data "vsphere_datastore" "datastore" {
-    name          = var.datastore
-    datacenter_id = data.vsphere_datacenter.datacenter.id
-  }
-  
-  data "vsphere_compute_cluster" "cluster" {
-    name          = var.cluster
-    datacenter_id = data.vsphere_datacenter.datacenter.id
-  }
-  
-  data "vsphere_resource_pool" "default" {
-    name          = format("%s%s", data.vsphere_compute_cluster.cluster.name, "/Resources/terraform")  # set as you need
-    datacenter_id = data.vsphere_datacenter.datacenter.id
-  }
-  
-  data "vsphere_host" "host" {
-    name          = var.host
-    datacenter_id = data.vsphere_datacenter.datacenter.id
-  }
-  
-  data "vsphere_network" "network" {
-    name          = var.network_name
-    datacenter_id = data.vsphere_datacenter.datacenter.id
-  }
-  
-  ## Deployment of VM from Remote OVF
-  resource "vsphere_virtual_machine" "vmFromRemoteOvf" {
-    name                 = var.remotename
-    datacenter_id        = data.vsphere_datacenter.datacenter.id
-    datastore_id         = data.vsphere_datastore.datastore.id
-    host_system_id       = data.vsphere_host.host.id
-    resource_pool_id     = data.vsphere_resource_pool.default.id
-    network_interface {
-      network_id = data.vsphere_network.network.id
-    }
-    wait_for_guest_net_timeout = 2
-    wait_for_guest_ip_timeout  = 2
-  
-    ovf_deploy {
-      allow_unverified_ssl_cert = true
-      remote_ovf_url            = var.url_ova
-      disk_provisioning         = "thin"
-      ip_protocol               = "IPv4"
-      ip_allocation_policy = "dhcpPolicy"
-      ovf_network_map = {
-        "Network 1" = data.vsphere_network.network.id
-        "Network 2" = data.vsphere_network.network.id
-      }
-    }
-    vapp {
-      properties = {
-         "password"          = "12345678",
-         "local-hostname"    = "terraform_vyos"
-      }
-    }
-  }
-  
-  output "ip" {
-    description = "default ip address of the deployed VM"
-    value       = vsphere_virtual_machine.vmFromRemoteOvf.default_ip_address
-  }
-  
-  # IP of AZ instance copied to a file ip.txt in local system
-  
-  resource "local_file" "ip" {
-      content  = vsphere_virtual_machine.vmFromRemoteOvf.default_ip_address
-      filename = "ip.txt"
-  }
-  
-  #Connecting to the Ansible control node using SSH connection
-  
-  resource "null_resource" "nullremote1" {
-  depends_on = ["vsphere_virtual_machine.vmFromRemoteOvf"]
-  connection {
-   type     = "ssh"
-   user     = "root"
-   password = var.ansiblepassword
-   host = var.ansiblehost
-  
-  }
-  
-  # Copying the ip.txt file to the Ansible control node from local system
-  
-   provisioner "file" {
-      source      = "ip.txt"
-      destination = "/root/vsphere/ip.txt"
-         }
-  }
-  
-  resource "null_resource" "nullremote2" {
-  depends_on = ["vsphere_virtual_machine.vmFromRemoteOvf"]
-  connection {
-          type     = "ssh"
-          user     = "root"
-          password = var.ansiblepassword
-          host = var.ansiblehost
-  }
-  
-  # Command to run ansible playbook on remote Linux OS
-  
-  provisioner "remote-exec" {
-  
-      inline = [
-          "cd /root/vsphere/",
-          "ansible-playbook instance.yml"
-  ]
-  }
-  }
-
-
-versions.tf
-
-.. code-block:: none
-
-  # Copyright (c) HashiCorp, Inc.
-  # SPDX-License-Identifier: MPL-2.0
-  
-  terraform {
-    required_providers {
-      vsphere = {
-        source  = "hashicorp/vsphere"
-        version = "2.4.0"
-      }
-    }
-  }
-
-variables.tf
-
-.. code-block:: none
-
-  # Copyright (c) HashiCorp, Inc.
-  # SPDX-License-Identifier: MPL-2.0
-  
-  variable "vsphere_server" {
-    description = "vSphere server"
-    type        = string
-  }
-  
-  variable "vsphere_user" {
-    description = "vSphere username"
-    type        = string
-  }
-  
-  variable "vsphere_password" {
-    description = "vSphere password"
-    type        = string
-    sensitive   = true
-  }
-  
-  variable "datacenter" {
-    description = "vSphere data center"
-    type        = string
-  }
-  
-  variable "cluster" {
-    description = "vSphere cluster"
-    type        = string
-  }
-  
-  variable "datastore" {
-    description = "vSphere datastore"
-    type        = string
-  }
-  
-  variable "network_name" {
-    description = "vSphere network name"
-    type        = string
-  }
-  
-  variable "host" {
-    description = "name if yor host"
-    type        = string
-  }
-  
-  variable "remotename" {
-    description = "the name of you VM"
-    type        = string
-  }
-  
-  variable "url_ova" {
-    description = "the URL to .OVA file or cloude store"
-    type        = string
-  }
-  
-  variable "ansiblepassword" {
-    description = "Ansible password"
-    type        = string
-  }
-  
-  variable "ansiblehost" {
-    description = "Ansible host name or IP"
-    type        = string
-  }
-
-terraform.tfvars
-
-.. code-block:: none
-
-  vsphere_user       = ""
-  vsphere_password   = ""
-  vsphere_server     = ""
-  datacenter         = ""
-  datastore          = ""
-  cluster            = ""
-  network_name       = ""
-  host               = ""
-  url_ova            = ""
-  ansiblepassword    = ""
-  ansiblehost        = ""
-  remotename         = ""
-
-Azure_terraform_ansible_single_vyos_instance
---------------------------------------------
-
-How to create a single instance and install your configuration using Terraform+Ansible+Vsphere 
-Step by step:
-
-Vsphere
--------
-
-1.1 Collect all data in to file "terraform.tfvars" and create resources fo example "terraform"
-
-Terraform
----------
-
-2.1 Create a UNIX or Windows instance
-
-2.2 Download and install Terraform
-
-2.3 Create the folder for example ../vsphere/
-
-2.4 Copy all files from my folder /Terraform into your Terraform project
-
-2.5 Type the commands :
-
-   #cd /your folder
-   
-   #terraform init
-
-
-Ansible
--------
-
-3.1 Create a UNIX instance
-
-3.2 Download and install Ansible
-
-3.3 Create the folder for example /root/vsphere/
-
-3.4 Copy all files from my folder /Ansible into your Ansible project (ansible.cfg, instance.yml and /group_vars)
-
-Start 
------
-
-4.1 Type the commands on your Terrafom instance:
-   
-   #cd /your folder 
-
-   #terraform plan  
-
-   #terraform apply  
-   
-   #yes
-