From c22d52d1bcf2e7b654e920e8f097236b58a03bef Mon Sep 17 00:00:00 2001
From: leifker <leifker@users.noreply.github.com>
Date: Wed, 4 May 2022 09:53:08 -0500
Subject: [PATCH] feat(protobuf): adding deprecation support for datasets and
 fields (#4634)

---
 .../libs/datahub-protobuf.jar                 | Bin 91717 -> 96519 bytes
 .../schema/protobuf/meta/meta.proto           |  19 ++--
 .../v1/clickstream/ImpressionEvent.proto      |   8 +-
 .../java/datahub-protobuf/README.md           | 101 ++++++++++++++++--
 .../datahub/protobuf/ProtobufDataset.java     |  16 +--
 .../java/datahub/protobuf/ProtobufUtils.java  |  96 ++++++++++++++++-
 .../visitors/ProtobufExtensionUtil.java       |  37 ++++---
 .../visitors/dataset/DatasetVisitor.java      |  11 +-
 .../visitors/dataset/DeprecationVisitor.java  |  53 +++++++++
 .../visitors/dataset/DomainVisitor.java       |   9 +-
 .../visitors/dataset/OwnershipVisitor.java    |   8 +-
 ...pertyVisitor.java => PropertyVisitor.java} |   9 +-
 ...isitor.java => TagAssociationVisitor.java} |   8 +-
 ...sitor.java => TermAssociationVisitor.java} |   6 +-
 .../field/ProtobufExtensionFieldVisitor.java  |  17 +--
 ...tensionTagVisitor.java => TagVisitor.java} |  15 +--
 ...itorTest.java => PropertyVisitorTest.java} |  35 +++---
 ...t.java => TermAssociationVisitorTest.java} |   6 +-
 .../ProtobufExtensionFieldVisitorTest.java    |   1 +
 ...agVisitorTest.java => TagVisitorTest.java} |  18 ++--
 .../extended_protobuf/messageA.protoc         | Bin 57698 -> 58202 bytes
 .../extended_protobuf/messageB.proto          |  14 ++-
 .../extended_protobuf/messageB.protoc         | Bin 57713 -> 58414 bytes
 .../extended_protobuf/meta/meta.proto         |  16 +--
 24 files changed, 403 insertions(+), 100 deletions(-)
 create mode 100644 metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DeprecationVisitor.java
 rename metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/{ProtobufExtensionPropertyVisitor.java => PropertyVisitor.java} (83%)
 rename metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/{ProtobufExtensionTagAssocVisitor.java => TagAssociationVisitor.java} (68%)
 rename metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/{ProtobufExtensionTermAssocVisitor.java => TermAssociationVisitor.java} (69%)
 rename metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/{ProtobufExtensionTagVisitor.java => TagVisitor.java} (73%)
 rename metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/{ProtobufExtensionPropertyVisitorTest.java => PropertyVisitorTest.java} (51%)
 rename metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/{ProtobufExtensionTermAssocVisitorTest.java => TermAssociationVisitorTest.java} (87%)
 rename metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/{ProtobufExtensionTagVisitorTest.java => TagVisitorTest.java} (87%)

diff --git a/metadata-integration/java/datahub-protobuf-example/libs/datahub-protobuf.jar b/metadata-integration/java/datahub-protobuf-example/libs/datahub-protobuf.jar
index 0d4197a7048cbe9ecde597806ac97213e19c2003..53486ecb61879ff8b0b57c5de431e34ec6eb93b1 100644
GIT binary patch
delta 52142
zcmZ^~Q*<TJ(uJF(<LubBZFk4Eo$T1QcE`4D+qUhFZL{Na-#+Jmxo6yQpQ_e+uBuh@
z8*`0JLxnv+Au7p!gM<eIgM|f?wvS3cr24k#9G1W(^X)&UAkzPaGMfK}Mb`g>CTMV6
zi2o*J-`M{z(SjoS_TL*XSRthUBuU*^l>d!KSWN$onAqG%|L)bm*N)7Pzkz{yLZ^{}
zgJY-t)B=Y~n#Y4p>rn%z2Gyw9DK07D2(G5I;ERt6#e0YiBPLgbmy@taCY&2h>5#-w
zmEvQ{O340-J?py*dli-}lqkAy`Z4*sWn)5uhMwd$;d0Y4*D<H-@o{*1>Hv1494<Wg
z#e-E(W1=z|#N*vCJkuE1%fp-2VJtpCGFBZ(8jFkxaG9pX*>A5j0wouf8bu#wMoR)@
zD)bnv%!W+Q3|b&;dX(4ezuBavj$Vpp3D0!Z>d&n(?6&zq*YxW%<EKmmw-LH!4#iK#
z?{oUAJ~C9=i+bQ~S3Lwg=pC)mEyVPV!f~{7bFLmm47hP9MClz^nlU}NTG&KgTiO$5
z9N3!ctV<eGr|{m$Kn+NAt2E!YbbRd7DPu^r*V<yM<z}2;*u0fIwge-$6CU+`)NdJW
zR&v@xVdEY}T-yR=mvDdOww4E-p~fkYYb%!MVyaGhb#Xk-1|Du?#RNs_b63m6xSJ+a
zzXlG-eQi5;ik~Mz)mg8!)^rXvg;r3m@{xoy@ztU;us-D~gM_~K$Pez7h#rQY&*s`d
z#qbeE7PpIPSN|Fu;-{Xqwm&p#piE&_zINKSS+07{9I_$edAtJ5$sgNp_}AaO1w^}H
zYQCmqswIq>gz6zwDznB=)3LP|6e544gYLjRFi+1ywU_9?9ReGATlxkZ|Fl4KwW#Er
zE2;HSIY&Qa1Zg~9TMH#+@V^ZXiyQD<GP`!hhNNUY#hjHOE7_Lhy?~=2h4Nq=IEIsx
z#)k5YqJFgpJF)1M{^pgVfPSsFVk8Z%l1iYKkEVY`cL?<B@3;-`CLd)H=c4mHEY2Hk
zQ37Qd-*0=WWWEQt-p21lyi)&Oov7?nPbZ!IdJ-9b0Ksyj77&vt$|L)UJ$?O%ouW9Y
z*+R?Irb+haVmM;t9L(c3B*~EGeL$ULH4Yr66yAVR-h@0yIr3GDR}e;PB+(C~z!dI;
zI+y<Zr7tyZ7$KSIS|e8x;l6EaQz*(^B=34rx+RuoPbcqsX&%_hbT(#m`!||dfir0I
zZ?t#fAQ{n#qvW2z4Scs`T?GC4pT+kBnZL~c)1OTxcpm@lxg=sj!T+|LAz=<A>VI0R
z^E`aH5da2;K?MdTnzX=4m=>!J4wELW0Zs-Q(Sgyz&?Nf%Wfe444v8r$r-tDM?qs)C
zKTML33JDdF$j30m*U8w_M912b)<xmbf#$-f=|bsYapO!sPMN0Hr&s&3BU}68Kk>Dj
z6`-HG9{A!HF+QF3@~5Zw<$JEzpXns9UrT~SS0jEz1Y=)B-4JyQLj(d!1G3apcPIuR
zP4L02;WHp|?EVZ<H<ZKgJv+}X7=6z$El)9l9qj;!>}sI`As^-)>XV(@0a^hn31X!?
z;ee-hp?4*yNJkYV{8}Ma38+hCgigieed&QtNJWI=IJ(z#Pf#}me6GfwH1hWl#k75P
zPYKv}ZKyf#dbx0aKpuM0T+|r$@L?1v@FZ>cY|8ivll8q4$4@@Gw{{PosCvK;zV}?1
zyqEHOFQZ0p(OwskEe8GWW4?5??eGg!5OMedGSqb3@M)ajE1dtufbr*aP~IUnQS*Kp
z(bb>}yg%jl^uanot?<*~BZuK>2f_Alb14TNM4v<;r8`L|5LvP<*I;N%iqaXV=9&_N
zQxe*BaN3=``Zgl$-K|OT68S+++-JBB%7=3aWp~yz!EHPowY3G=GS!`C=Qb)6m41<!
z_=%9yI24oBq*quJ8R@k%`z`e_l_(ZB!Lcg+rX?T~mI#iS8ZOj>tp_CvlYp8WJgd<$
zB{_>6DEq^nbETE|SFCk!yBQ?Nk9BIfCB9C#H{Izzf5yeip8+m%w^YV4VKL{2FsHG8
zDeB^M!S*{!z<cm{GgwxwfOxArIn~c7#%;j8%CT4!viMkaFB77LOV<yy2dJ1kRKI@M
zk5_UGxDW5<{%0+Q18$C}>+R+i=~r6f;Z`FGEE8oPt!P*HrOp^3t)>GIRTS%|aR;ru
z9Nc^fuK9-VG)M~Bs@ML_SxYujn33S_I(&HDvpQHw)J$0fRhIZHK_Pv|&gu_2q0Tbv
zogj09IRV<B-84mIR%*dmasAR*NXy~DK$=viz+e$udB{6Vb0!?xYPE}^m4_AEIh7ll
z^gJ8Nd{ZgMx%Q$L8SWq`+ckoh#2OE-Df`V-zfxP)lgEMc{ozSj=UMSRHXVF-|7V3b
zvUV@m{l#LnXmziTM7@Z(GBnBb%+HFwIru+?dv&#RwWPK$3KN$tw6vo{EQ8?t;4$+o
zlx($&)l{~QX;d|>9S8%Iom9lOnmbjnH9LCi+F8VJBBK-x)8aEA_1F~nKeN|b{#WxR
z{!8J`^-fTmm`IoAE=o}&uC;JBcG}+(q)5uCMVTT{tE9;n)TZPuH}=*jfGf$gj+-~J
z!}5JQ*5Q>MG&V_wq<Y21#GUG&-~MXc5o7)xd89Ki(k%Ealo~z|`&CHT=|;nblBF%8
zrU1nrRZ*WEsYX`{LJPr2k+IU@_3~_~Ch({#UUW?{pO;Gsm{TqnDbeQ8E#Re7U(~~d
zeplm5t5oBQi_sE!oOD9yn`ItDgxAks^wr5<6sgp(OpuAHkSL*SPG&JN#;R<VLqRBv
zbLu(fDNtctxo_{yPDNP2Q_~Uto}#fx7ozbvnCYxTkA<fW(ve((eQfG7DEZwSu)u|O
zQ5Me$Z>Lfb!A0LJUQ*MnUlLWGQBNYNsb&S!Qobx>M|WMUPp8j7)K#Hhg2dV;8O=9R
z9`#(=9M`#oDHXX=2X&3r$>2d{%PnsgPX5zdZ9}n#PG1BDcBKQu{D8j92qO!DkmC8X
z#5F@EZ3&YOq%W;mp_lTG`G8>3gy@Q=Mw7otT2Lb#rp_mFO)%W?d)z3dofiBh3s_*H
zRD!~48RC(p+*QbAefy_&%Uz6Eg{Dv?xt7ZIt*><^c%|b`wflQ)Ge;lN=m>ir(kS6_
z%L2`CwXbS5P4_C?nfrc{9ES3cMH%=6W@}Cxm*hYq=x37WxHgmiBefNG>8k&%4^n4_
zNujGm$f{Q<xn{!5XoLHMMBngE2g->T`>lllMp@Anr-Mw~<<*bsj~Y0;xr_r<QbO{p
zXY&n`BeqQ46y{%r3naw4SaK*XEJV);L$5kH;G(lL`A{$Y@mML>0{8*8U7fu4&}WB-
z0)*IMAX>rEg2s9Mex{_Dy;X*WUHX+lQNqmQQ%04RDi&#@1rk|aSW~%2r?`mIaag$Z
zWPTTdNHaO#Jfb}#mi5jSTnKN0mocG?0A?2?MLJxv>~)Xq#nO{Ds;3-{ou^pIm+!a5
zGZy{_rjI&sd8zB^Y#waFW_sfi?XEvF@UPfWLExeXPKard6uvGL7%Ot}SSeQiZv&em
zA|`)O(<w+@IE^3ff3`^*c*NTd&So_)6Tm_92Cf6;HX>nNT%?`pza7RuZwGzu#hw|@
zQWVPq_hz}Uz|lX<tWjXubN8;}<Q;ujXz0A;a^W8MW=t!L<=%9xx@n0mZ~PkO^g1H9
zKpf=13Lbxv=TFJ9*P^kLJJF-;zoLarYMqh*olcw?&)qKvDVM0_VDa_SX4c+_12!L8
zwVBLP2J+3_!Z-9$fIS+X%rmuXrfr6K9YhLB<Mw}ymy0q4$d-?5+Zlxgi^D<~sU2+e
zNZ*by8govsSnQ2n<Tvze$30wFy$qd@Kv6frW1d#q8K<M9ae_g7y~2rOpYPLf$IcWQ
zCg}0_JxKx9E;|)YyT)uj2Lt(j+8T$~Q!rN0<kyjIR;4SvG|a-74GyV98P{$p8b;CD
zV)k8vz*;TIV|kiQZCKJikNU&w4($etsUzDS?lNDKezLuc+L+aw8GJ_KZ))<kAc97X
zsnn%QmXy=-rySjrB(>1Zu%iMw44l#|ZyB3e&kpv`q&TV)5uFcH_lactDChAUfd|g@
z5hEYp{`yWv#^GZN<xXtEZi?t42RfCgE>BvXH#k-MP1fIXng0Aokr{EE^q)HO#HVys
z9*<Z>O9b;?Q;poJ28tD^Wd^?JAi8Z`24IzJlXKMruC6QGN90@&Q$?yXmqH8R8@E|I
zyCZl@5HJpFQFkyEh`0{$87|Q&Eteu16_?>(vkD7uh+L(2_dx0a7|4^Ro#q&N@eyN@
zQ_K<`w9cwWe?L8;np&4Dz=y-1dk0j`%hPSkwN<$CZx<Z6Z`B-_ZxtSZytncX@UoRq
zgGvU)#Kdv7U{-VGHxE+dk@5JMtsu#LIh@5_TBbhckhT}0IUAD9G}A&74dJ&(dadKc
zVuyJ<^5k0zMf-aNw<<zl0==t8Lv1r{ujIlT)ALpeXW01dua8#D8F8+-jwaNGn{A`f
zHw%*d;J4+q64QEp<HwOeVb-od=HWiJ`1ZtO3uMq6$&GQqLFZEbn5WXuuTO@AB=xi7
zGV5=9XasxQ`y}r;kqPHKLn(J#hri)407Z_F;=$~INYrGEJ1NwnMF?9ruvBUmM({b7
z$%_lGY9y0)SaaCyj6<H|ewJBWVR7(2ix?w!@Z7;{dGT`!I?4!8hcw!0Cpi|g#dPH{
z_Od3XI%eL07gCWbgGa%#8?pK0BgFKOFV~U?!$F=7gZYwL5h~|ezl*$9paO##KEn`L
z-9`CncEykr!x-G3ULwSHbb7}hCOzO)#oMhLtxi`|5@`o)R#Rh6ytPL78i(L|5mj2T
z;O=pu{ur#!daqs}wP_b2O3`(j_ty=QI;i3@r29J76U42_TM>Wm`rb!{LLIHhu+z9b
zh`|T;YC@ade6U5mGWfjyL7*D-j1ui<DAuz!J(dwR{m!J!ZE7V$GhAHNB1^4IP|+k%
zIxLkZk#K+4XeW_TCe5}X%2beH-9PmTOtv+T@{*r_LgW}kq<ofrcYBfn;Xh~QWGzu2
z%;TE+D<*8M;yyT?^zF%*&n0u@)?kb`n(j>~wy+&<7%(k>n_R+fX#&lkA*_o8t=DV^
zU9H&=&F+FRg_IlGR$IvvumO2-A_!S>hKhknrSyY2;Mn#l6jI}EDy?6}zedLBH_b1W
z#SLW+B3m9%j2m3FqR|iy*TYe%G6!Kb9be20oGmb-jjEn803qZ1p*``axHL?SNyUIN
z^PkcZcpKg{Jl@vTfvDfv$oTc&@YnU_t4GXZPvi**b=P1jw2fmgEhnQ%c+qMZ;>i>6
zL!6J&w8<o#2+X!ae5#Zkg$5e2#r9PkqcI3HStS2}h(*BbV3VAhTznfhD!fXn)m<R?
z6BX*Gb|RA-H6v}D2>V~RSoQC8(JbZ14EezSN^DWwcU<$mVmCq<*EnO?*`DPTt+~ZZ
z>-*w$p<61JwNixWP?jy)CE|HFhi&MDV%ZQ;Ehslo2h2(?(M&5A><tKdX1H!mQ7-qi
zN9{&wX%+I{aWetcU#Um#nAH}zA{RnFdqZxDb-n(mH>#x`tVDm{bz>n<E?jod^eklf
zVDDT<?*vKaC_|LxEWoB&`aGf5PCcKYdtQM4M-C-XF$?@x{NUK>oW((bft8|wfieF_
z{3OLQLxI$Q78+JAR;~`tOeVHK7ndH*OHFi1jK7FvQB!nM3mUTDTFT+HT9I{I@@piN
zHc4pVv_2X|*@8o6?6-3ApG*9HTz%Yke4%gn3ss#ynf!Qqa=19p*@l7$MyYr{s`nsz
zx$k<J-QxfJJy-Jsj9@U1&;5XwQ1LK6c8I6&5Eld}KhKXX;we4U7Fbot9%AGPS>l`B
z^BQ>w3{_*7;K*KKjcks!^Hla5Z6yh+4!t**J7aNF7?Q=CWxpCH`r$?@$dyTiH<gP!
zsmGHmjZE1DxURtcJ|>^V55-O{I7JI!v6b(PW$qxSZr8^G$OomGOqc+&4kF+}M~kz{
zRzSa!kHede4~p*^eHXE0GO`YzAzv6c<FN3Ln~&L_N*?qc&L4`kAN0-@Qp=`!r`n1y
z-%5|5cBdZ(#oC2npNwvk$7GiP6P}3cLZNpuPTEKmA`X*_jq--xf!HakVp1ik2pKpR
z8e{d8CYS_FQ$)NEkDxHt_HyBAILS<M5s-6BVs`0kRP$-7Uf$;E_;unP^oI&>o8?9-
zJN-kd37v#$r18XwO1cTzsrQ>L2O*C{Ur0To?%*uDmiiqQtxIc0Y$^C*|2FK+NyYq0
z@4Fn^=Nl-XYn9ZYN377*J%wt2f*w$Ge=Kw6nk5TJy@R_VG$O-iY*YcgcwgW$fp+v^
zgD$O9170f%6QdPo!?UYXx<eS^%CjY3{^ah)M(aL18?ULDRk&5`Jkjq#6N#0DrXh9*
zYI1g)@43lYkK>Mu;-rfR4>f}$u;ZB{uF<eH=Q!$1m&K&PUNmRD=w|IT4^XODi}nRX
z-Eq7^Q%vHW0Q3g4pmzp0)sSxcLF$!V7|x+<Y++U^u7pijymYvSxkdYg-);{oAC58u
zUL4hjKA^w%hXEowqnOn}+8Mef*W}J_X3n_pw+vls1Q%UX%WMLX^r8*|4F(A~sJ(Lt
z#`&2KmDvCZRstw|yzd1?jw-Lbb9AVQMhTv?Jh69)TrYmYJ(n!t$_>ozAo~F<SuBn5
zH$i$VSPfguYAB&YwMwa%=fHT>)`i68@_V-ISchpnGgLY4UTdS7;_uc)_rHg59TU|Q
z1%1`hq~6kL;wj@URE%S25cN|B?<bm|G}w%4LGD;1YWX;wXQrM4)M=Qxz&S=H2|I?~
z#V@}7>g_dG-^jT$+Y!xGQ0wpoCE?4y%SDK*m0hHyX1B_{+WG`-{)r<;KFwBNsD9_2
zxPi)PZE2tmqE`<<!XdaOdB6x~JM<DjIN-aI!lQFbSWZ>@eiT?T;v2K<HCaVh?YwN#
zl7-O&1~;f}P>eT^s;K7kauZ%>ppLv_ejdsm`ZW~|IkL$erTm)<H1v?uqoNXba_<^S
zwCT#M;x>sAc&Uz}rd^>4tike1G><}T%-qH6HR5Sc5Gmf5{bsnY`z@|8Z+|>=N$#|r
zNIO(e_Lb3MHV4x@5}W!_@AnFAC0;F^65~ioM(8cAIPGc<<C6GC7u!`rV0}s6iNX$+
zzv8$yBeo4}=>6_E$lS8A)z<j8ed4D3XrZ3<YXHze|Id6$#Y|XOMd>wU3f=o=3`{+J
zzR)+mc_|Zbj)fOe9o7i8!Ym($pI><O!)Kcq46Q{`y%OU;?Nt!)ZU@MROM+d*@Wb7I
z&lCZPvg`{JB(hEyT+ufeIllFo$bR$JR_jVy{;AZ0QhF`s0a{>|Xr^C7P!l&_E{E}%
z*y<JX{t<H^B^GKCZcnx$ee#rL$*UB$f^+S<@MDuT(?b=~IAG;QX|8ZZ;i-_>v7Nns
z7iIkin7)40xIdmwKYAD9q3_49%{BL45270Gd9JwYzJi{%o<nGN2GTVwt#i`8mjqu$
zaV?YNfU)pU4Q`^ctKcH)J5wR#K=f_-2kbl6oqSJyD({f9)mNll6hWeMK4Agr?BV&o
z|DEaqoIn0ci!U5Pi+y3hz=SZ8NJB_cwZUQ2>h-`eK{Z<E9{4Mme`5%It`<<}6&$mJ
zhe>IKokggwn4DF^4|pJXu{0dvP&OK#C=>-Ul`SOfvze4Sg}6I~b^poP5_%;xp$539
zt~Q|;Kf@ot4bON5dmPNkv{M<@6@Hx6c=Ww&`$*P(zPzP@=|zF0*Fv%=qsb`uVeJ!G
zLb)HVK{aTx2dzk3vHTPSLpj3Ta1J+Q*|sRWa<0Nctq9<zlxO3Q?4rT6g(N^kd#rmb
zI2+)7%nUOjoVZ*B4`~6+5+P4S+x^Ps+g&Wu)i6JAzdqRwQehgq^*v5cRuU*Km}UoG
z4EFZ$V2A$TORp3;{FS7S)Seja9*Fvapv9RC!sBJg=TG2zl$qsl;Zt>PwW1N_7=~;{
zv<yAD!kkBoh(-0>nq~pdftxW3i+Xc1CsZDD<2#p0w^AooWsJG~8d9GPHb-b@OHd|s
zE99xgU|3=ui_$ieY2qAfwhh@`n^sOt)iz3H7d+8Nv6u+KZCoA<{^?l^j)+ZdkB7t$
z+8-{AIJ`)%#2}Q{v>h|HHjwT>Prz6rivLNOM9vGJYl+v?ae#R-WKBBCs9Eyrx}W`^
zsTqXisjJWFtVc34K4Pu-j5ZLPoXW0NW{Dc}`Bo*k=dH0CEuFd$-PrTu<I-52HRV%N
zdospu-ERDTNAzG=oEbVrQDLniYSLy7;w-foH-&la&Re&VrH|i(IKoE^(st5sv9n*A
zIvq36o`DY}G!P0v&r|tLhCDoJm1qLrUJA#FJ&nZ7Ly{Q40JqtcUJAh^#cS=IC~*GK
z=0{TV;UJoKI+1XH$Z$Q3_sV#l2Ut>F{PHwRO)E~;ZeG0lIXa@%ws(AWQaHW_3Yrr4
z6&sbjXGJAWyN44XIS|Ip8!j{T#Y2vGjgAhx4-cQ4d==;=IZ(!p+m9mar8so*)fTeM
zv*J5aYhjtrhGRGJXx*nL^-U?Q3#nHeUA;#{RUG$3Q*?9R%OcG#J;z0zoAgAY#I;}%
z)u{4@gm7n&R|Mb36B+@&1=jL`ra_EiahJUGhhEt!_Yejc_lePItkeg(5Xoi|DbWsx
zU1Yt~haay2(ZmOmYz6~WZ0@27_jo7czc9@XN^6tyIG6s-=U5bfhC^yknNh`icHAGQ
zn}&O7Z2lpd;-5PG>hy3jxP1c-5jH)`a&zYE(kZ^3EDBIp1_t?wFlniv1ey<B3?Ybj
zvW1PY_)`jcK)PKOFIJUgHxtEie0SS}q2CWy?ftG@m7xcMCf)G`j0hX&>HD`>jP|kf
zD<f00s}t(!VDrcKMTMg;I&3R@I_$*yLD>Lw6pDi)2FdJdEAR#JY7WmqV5od%&NoWv
z`x7T+iNjF%M{eJG9)$^z$Z>f$nu>6R&qgi*p)^t~5igyQBV0ryEisy=HWe-!W7RoQ
z)3f{sq~O9$9K+K*8sjr)p-92Ay7qfP>@<Bd1eZ7#b03<2*zS@`<g!Mo<#mGC*Aa1f
zd1XkT0&r1RoJW^qOQ4M44x3{6UHnxgDy0N)ZT|j8O7!32NHh#u>VEtphvTq(b<*9I
z4cUIAlmCQ{Jlqj4tthxYwQ+_?aFf#<)Ww%=*Snu$=vG+ThFwFqg47<vU6y55;vVI{
zZAqR#6yIche5^8MQ`zKMu1IP)Q~5x+2%4_`IfaFs-8p06@zokpn1VJhAMM-Dq@uaH
zL#4hU3k-u@P$UGU91AUF8>$`-oz_RV{FQN<=o$*DSVj~Lf~e&uhNGAvGJ}%HoowIL
zY(q6ud9Kg2K)5~*Ytv*L?cQlyKV&*=KJsdA<1I}SYF(bfe+)_^LGECbpnu#ktVSvu
zy;t@srf4+rE_{{OZz`0QH>vH!?k>}AsreG)`TL+pct8gFLvc9wniY*-A7@}fs19XY
zwI;@1IxSsFv2{zEd)P$R#sm)an359?itj)#<<+J@?%~><{tjOE^1U1nH)kD)+&CL{
zXdG@|TywT)vW~;8<Abm1CRoB74R}@r-%Kk;4ly<1(UXI+#-?Fha3FUW2d^&V^gEvS
zgu2Gagvtcze#{E-h)03d7B|cYcB5!6(D;D0<E_p!?CCtAV@NWgHeh8+dZePz6qrF*
zS+3}aY+8l0Tjq&}2@&I>u|ygD)L^r02TLEg&~}Ap37fyuuIBZI*0*SQKC5Nd(i{w7
zKl9HlZ*5PsrO<xG8K$Z(@)BesyD!2aS!s9G6@&x%p1)qWwZ|3{2yq*8K;L;A!rYoN
z=X4LOJif;d2Q6|B_xb7H+|UER2)t$19P#jp#~L2|mqgE)9hm+JzvgweupMpNV;zI(
zmMtujZ6+r-dQyR)YrQmhv@sf><ZrLRBA4^KS$+0!HICf?Bs^~NU`CGT#9m#e_!DK@
zAt#V+m^ccxlhryrmIit3x8gbJ#&r~X3PNdOf<bu>YP~w>KS2w>Eyo;r!I+#1e(q_D
zO(6Tt89maj&ZMxMQ7w5=@kgV2C>Y0|(4Y0fIE?t)lCa*8?{n?B6AYc!?h0Lt!Io{j
z{&f(1MY{eQ*mqdxT8Cypyns&~ur&VjjXs84?Li~yc%{p6?l0K?JltxeAbOipNHDN0
zKvF@%e;@3mXHHDexhB3k#$UnKfQjZ{4iRj-mQuI;lmHz&P7GZ%8cQu(uo^cX=};Dy
z3~Y;nJq?e(w>GsOB-gy&pI7$|51tlQ+Grv|eMdbWyFGnfyWDS=d1D~3_Ru_2f-t%w
z;%{tB`;GtR-x)C{t|-pUAZ9n&A)P_YKBt~+{B#VC#JxEP0>I73N<~UeN?(M3$VTO;
zJ6Ie{8ybr`#I~gzs?h>UC}1R);S=?kt$)I;Q<=Z^GGK{F9FHL5#_q6tJq=$wVZuim
za;zQJ@4doou4L3xzDsT99Aec2@@Ik$&uUXKG3~XYNO@;SU<lgm4D`*%%Mno^GNSAC
z{I=y^PBlQUc&h@dESzI4ZUzev10wM%tft16c(Dca4#|u+-dr83ueavWN0Ehv8KEte
zX#m+GQE{zI3*C)CyAnz1eYhk|c*@+3=O3J6q-vsKNxEist@VZ2ev~owIO%swD&(X6
zHW7#fSy41g$zJR-^8@zdUi<6feuJ=)CYtUre%B!QL{Eu9UHBadg~8@P+^vLoO_n$)
zs3=d(K_B>=13$PI4BzlL3g7BIbVoQSDDh;R0~3*U3<HClU)yHN&Yk@EV-3sOvCafj
z@PKM5Ep?+p5lsz((~5lA07i-)ZrCoVWTqiHdX#dRSG52{I@9ZTw`ms7_I5Ts+uFhM
zHd~N$E>P&YZbpA3Y)d1bABp+$+<VWB7dKg^9f66$bNOC-n|4DYg#j*nnB7dfGl#X~
z@C+mC(poFdjC8WJw+0xOowOlJ(lq-k{r7M_lr_oV4eh19>89-pXRvs)^l!@x_g3>+
z$4~z=idW0Ua+omoJ&Fo7c3%K1L|;*wbP}j%V7^Z=d305O+j+c+y1JOe#qnAI^YL5C
zB--C%&3yB{-m_1M6cw*RrWSI3em@)QP+)h&><=Z`PN2<l2<cENU}@#LAqJL(<I2L#
z!9O#4_3wdX&H+zvmPi2t4Brs0+uv1*QM?<~p%ubSP72)1{Db!D8=@-k8v^btZ#EF%
zx?6`+`f7`bKUJXWtSy`i)h@irftdYVz3#4Zw+j&*uOp-1LhZ12JmP}`U<t`av66EV
z8k8K(v$Qvn|E5AAq?uPQZnjhP9w(tuBi`Y$rl~Y|3eb#WqoMFE*pu~T+{cI7J>Z98
zew~x7#AOJ5+;qqLm8rGTqIXyQvGPxcMGZ?wM5(tbqWR}9PQo=@D2x2rIro7?>2*rl
zqRZ$^g6CaoA>B}9DZeGx52eGOdS2ZzZ?`%@TqQ>8`8~y#-5s^{WL-%mQyWZ-%fx{R
z?=6A%sQd@*DMl_R?7P3NRS7c6`*lf@1btD9-yV0pq2*HG_xEeq@G-|k{}fO>c$s6S
zMy0uctX^-uq!D8?lHrEf6qQcfyhPWtyz3{t6+%wj{Ky>++Z}8J)&}ju&AzI54<z7;
zL;{P->Y5xs%u*0{3u-UH81zCgn+SdiaejK(Xqc8jToinml_5u9^FcUv+lurVaU(zc
zsC(wsK2~#t)RyRpN~^O;w#<jnj#JINPpG4q6x8I%D#@i+(1$|2B@j|~CrC8^=54xv
zIs6E{h!f$??R07QKNGEKfR7&Hzl4cmM+@f~77Ppv8w`x+A7P?QgVhGd0@Y~3_@b}k
z{{2yBkw?52FaQY~02@Dz;v^--Qi5X=7$jhAQWoF3&yaH*w3Oq`hr5;Hdg~hJ8dvO^
zHm|WZuhO~6A)j^A?0Vbdf%o3Szn*xV#9#^fq5INv>*v$+a^rI}%?q}vl@xgCs1*<i
zgi;>Hu*6B2Y7bOC<Kzh}0>J|)tbv2pB)P7PqmI?!(?Pk*KiLH2McP&i(LEdmM1=)&
zOY(8&G+2I~ItsLf_Rb}3&YgM&Y<U4W4Ji7UPuf)n;H?JWyMqr);5GIg5e-7qWX~|s
zzGPxG)el$TAv|OB`ce;T@w$=fG*O1}F}hJ5RPM~TNLPBrMT(DVKrOJcE>lh(j5h=P
z#eUR0I}`Uzu^#Md*Yon*>k~>u07O<bS1r~Upt2ZuORlT2Rugjh5Ht{vOhb(`R82SS
zlA&=BcSRMTOU}BYEV(qaUu?(w%h8)cptQ_&tWg!%k+hiYc+0BVq*~<dJicjVqNG=t
zWy{GsIgiRfHhg>zs+W`GziAF3lU!!y%yxGr&vv$zmk);7LXJ36jteg^bpmjH^WIX+
zX_hA<{Iff=h8m$0QD2ZH*^+J_YL!qgH}|(Sr?_@O34Mr_Gyd`W{Nz1R=%m6@!x*ku
znshT^Xr_!6#`Z6x+){f^T*nD15RemqP+j3kjH8%nsEJ()$|WOXl1K(u%qqydcT59X
zI;~i?9i9i9^W}^c=`1cVCP_^_;dD6L5V3mIWjSr=oRi8=z8is7``gdU#~!umIp^l6
z4Ex5P!6jpeD5G`F2yTzh?h!XR0jtm!d?)ais%~AD8EUE!O#}8!!?#sV2%<j1F)k*k
zbbF-uNr=ZF^v=zP_?{uj=JF+tVxo`6bo&c!@=eW0^*lDClI!wT&9tvgjxKs`+20VG
zj^D;UAa~-B9kVgov55~}>xH1ppr}|ToFw)bz7O6j2gL0QjEzBk4^VXWmDyW*1&D6j
zPdU?ESvTssNYrRqD`S4w4VzmyeRRV?YezQRYd72jMS1>oG^`x@9>9DUz$YLzRkyrf
z1z|X}3e_9n0Pl-{?Btsz+=(8mtFbljyuVgdQrMcCj0$(P!bzSgI!}@ng8GWY1naB$
z#}|3mLW>>Lg768(jqr(roM70LM0H25mmh79{mSY;SYK`Q3gsV}r%a7yC&tWA@B{nb
zkyabzPkCqa84BzmHr(JE3Tl;RXRuzMXtyg#V)N<4d?oZ(6cEQtI7Eg34d+4riAEp*
zp}x}p8NK%i0PW=gqFhoofyzdOiD4>_b$p+?=C{DuzpzjHr~y$&-*uS3VAE0M>o#z?
z40SqG)83nLhAzCu2!}cssRRjKxG>p8Wm!NRZMf)*>Dg8~bS0z5G&%HJX^EwNgF#z}
zvy<iKF2@&Sxc0E#OTCWgUBMOo43O(i#{~SP3^>K{3->C-tJ&48J@!Bpd&9ej<>R@o
z@Z7{O8_tM1qWgij!&4PB&3p{LP#v_Lx)JH5X|HmjWWG55%nY)*QYmTSu}?Fu87j~>
z%r()ckHsO58MTQEb)_Qa*2b6A+*$w7Su}~4Zkh34ca)K&T@tQC3s>8R+5x%x9?%wL
zWy6kNhM#v8F(K@%uDHLEtnu^)2FKb4C$*tCwH$A>aWkV->QmHJ6qZdF^YOGfMen3G
zTu*g89k57>QnBV`)22{G-7H7P{TV=X#o^bc@|fE#=qfTvc`#uZquQLm?dr#ciTEgP
zcQOI%>VJ@auMcCY6KelZH{fL1I<s+)ZC*>Mh}5y`lR(uYc#2?ya?dTw7?ecwUJmBc
z9ez44`_%xQB;EP8XeE4PQkn3}TN0-g>dRiEWXq!J<K5>4;684i>|!Y;<N6yUR&Ao{
zO{Xd?nuZKb%&1Sgi@;R2G;LF%FW$&uCwZUs{*HF@Ew{1q<~euZ85XhgK*mLYqSt{4
z;W1nmjeb}5sJG2%O+WGVO=J(<J1=?Zu{l$%OAoO5#cAOn_GmfXHyTq$5YySE*K~c(
z9bvDmdsfP>|3~H~IlI$&y0`#TDK(h_oVC6ZxJ-NfK_Jzcd$F2`_uFXNFPu2hrBEW*
zvZRl;HRTEIA<GlN9M;tGF+&#0;+lYe@?V|GhlDlFx$esW*SvYTk!G!-&}|d?^L^E>
z2ENZ;Kvs<fLBI&BvMEI_<JN&~6EwwI?}vXpCsD73<59|F`nE)DMK*yXtjEL62<26W
zZ{|F>>HB?Nu2g5z3rZk}N)*+xja~U48o2~hM!ZB_JowdyaOSta6@5>mVfJwL&PrWR
z;sVTKu~#!r=<*FmE&(}P5BR(V^pNutd!KHKck!(-Lw(gyT8}x_dLWa5{9hU!<0F<u
zhWn^SFht^pp*fx$%F>_{i^6P@d^=HSGu&jw{J{K4K&3)}V!k)pvaUrwSW-D7xs;S;
zKroh!r82I9LREKQGQ^CQ%)B+j7<4shR@<UMlg%iaqWUiY+_eaQM$=}>ymHxi<x{sY
z9!~~zu`ZSJm?P0|Tn^KDo`8`A^zxhUA(W^aI&^KB>{`DZp>RPx-5(4Z1OhQBM?)zV
z4Uzp-3P3k#8@Bd$1_&7L+^TkbPW&ld#r#I#wS>;7j-rV^^rfPN0;!lSBd)CxwZ16+
z#2(fAC~G7MF1da;5yF`V;dO|mhhPVuE8%u@OmiC?A*7qC%t15J2-aCUG;MR|&28}=
zM`AY9mYf2UI27oaTqH9UJuGZfj<0h;lqUzGhq%XnXYtA17vT4C-UpK+N+6G16lk(X
zHqww?lq3}U4NXruhUvXa%GV1Ya|xed2HT8tKKBz&W!wtS6oFRWyQKFTBPhncpL;vx
zxOvT&XkXg4z+xNMd2H(M1VcjGwm`ryI6ZpVfv6=BZZ8l$jShVSR@FnLBftHCNz+bp
zPz@!z<)^9qnmE<?d{p%lA_cdmp@DSWbQNU+CRKs%J<mqnxW>}qJ>-iIzI~ws0w#$1
zW?-ihZ~5?C?Rm;ElGQi9SJG&2tJcgG+{OsOD#!Jl{!WZ-uJnjk`;2E)|7^k&J~wlu
z2hri5HxcmvHV-%XNK^fv7ty=%Y9;6&xMd~=1C#r=EKwy9IU}Yy>VOk~wzbY(mNZay
z)7BaY0n*dBBq%a85pe0`dZc=A$CiZo(y$g;bgfcirV~=mmX_y!#K}9!5Ix8;WlK?m
z{c;~Y>|bl30ua>F`AyQ5R+y^K=uMac)sLE;o6X%`zp?LcFMSSw;lc3tH+8fioMAIb
z#q&|hA*}+JAn^hej8IHLu%mFZC;~Dp!j7qXtbt>2v#0{f2=aFn1FDdU=mMg53<EBZ
zbLibdcgA1_g{M=ffa~92*~tC)fK=H?dnt+0cs22OpONHB`KQRxcnkngX^~QN<q1ol
z1E<~ufc0dCAu1E`k?gdLICY>Pu8bJKcL^YK(w0Z8GHDPjB(nwul2Wy?Ski|Y>BX~?
z1--x00`<ZRY6zlaI|H^wzZS#EaBvY<aKk$36%-`chZ>qo@h%)sOl`LwaQH1-o+_o4
zTRl4u;5adpD9z;LWMlw_DwSxPnmoOXn|H{P@@ywyex>3w>Gh{274g6DlJ$1V8C%zw
z@T({;H0mD_fu^9c+A6pR#VEmFAyCO0<wcm%cRyp;vs6WwRiF-S>55w*1oabyUdAhH
z5jKW@=4?fJwt7QrwtS~6xo((sYtvOmQm2^wCT1~$Azeu;>`dX1TC@-;Q7*-SD<46)
z*vMOXT8p;b&c^MUz942Rufc%Ij-{<6Vf+<JMN7WsrJw>@M$b&1&2n5C5kL+(wseaK
z63W!4jN8P#<YM1wrlNwZv($&D-}uv5?7LbFB9fL*E0!ANf?lby3j+8Go&^Z&>!}QX
zWh~d1Bf@&Bs4lJqlOV%qirs1y&Ecfno#omQQe!!JNF*i|j*@gM4y^nlN9bfKT;HLE
z-s4Gc6nz1?Mk_Nj7BaE${JLO(vpYrr#tM?6pWCYVyEOjcPAQER&C<=MVSO!`Hp%KF
zN^xoJw!sb}rf1hBGONl)SIZw{ZCB0Mms8)G<f(<$<TQ1xVI$9E2sVobh4y%|wHsvY
zJzkpQ4k4dv>OxcNY>!k$+oE~^%^h1?mNWH6!)HNhGB?`WQ(0uEc0UJF7K=V#qJ(gR
zo{^Kr^NU(s%hvq7`$#E9y+b&d%fQ=FesX`i!wSkT$mAWBrR#id|Mu&-3YU@eCbb+e
z*X&~;{(NTISB~$az6~pid<8$$Q!fB`>0e~2CZUyCq)XIDYz{46p>T_DjxCO%up_BJ
zZw&?k*`;-Xx;ULu8`6tNi94YlgLg~=K9INQdK9le_t2t4_eI+YLg^iG9STdRA_w~-
zHBao-IbB837d^3Y)RVmR5q&X&<A(0wd?$@Oyr?j}sG9tYUX#=Nvn~K11LjQ=vrCnW
zSad<psl}cu<Kq&t%Gljf?u196C+<^UjBd~<!)yjdCzc!^t(NuashmLNudN9Z0!pB}
zg2@j%Y`Nz<9_&?xjtqF;>Z2~#JaSN{{aA|E+-^}xY{8K+ixxuOz-hD_k9*%~r#<8Q
zYDrCXkJqH3^|(=Go@Bd!Wgg{te!l~F_SRul_Qv+^*j8shbzQ~dpZ=}M4afD;U{+9r
zq`DGFi%mj#5mA`casAJ4kRGG`B$%(T#px<QhsrIHtu{6yH6kNtTLeN-4ss9wGdQ;D
zLW^o<&-hQs#D!_@ln)doZIpME)j8)f1mStt;?Sq(mKVt;v`NPqs%eKIn;5~08}w9U
zWXwQe#kCO}$Kekl$jWkOh*J1n>pM^fAWvOQ1y#3W>ttSB@JjP&y^Y_M{$FyuK1R^F
zLiB9&aJ9<kdMR+l|1aTp#TU5ZK3R8gKI8IPJ8bz^(8s{Aw8-q;You)?<c}P$=WQ;1
zoWJ+2LDw$@7(*JNil8T|dgAss`zahp8Xr#>doZ7UaNm<IW0Ww1@{?H5d%Xpwwxs6P
z&&u*!Xf?^cu@~#KKHk!t<G5lTYn-b&CuLcD8S_^df^3)`UccdU=FG?Zs7Df}c81d+
zq}lHdvv>ypjG6V*gR4VyBj;y+9++<4pkZ9POqc!<-k%6Rro6@nc+Y0EWwVzePY7I{
zkPc2JoQd2WiSADT=%-JhLf*J`p13{eX=frgN1~v^U(jm_bG$)3mpo-Y#O=Is9bC-*
z)I*{MMHSR@h~jZ4koJZjmI`~VbFn8tnA3P}i(noLtQp>;1A@UK@~OA*Al08h_Mj`|
zbm*3~XVoW*@<?(u!@z#Vbn(JE?18ymizKZkV$%NI(|DY#C(=+5lkgqZ^s%#D8L<<d
zL&n&#qXpuD>(1i%F>Vg{Fy9Va-qi0L;bG{V#-CFOvnU60JB{`1t}vOgwU&nKXEsmV
zzc`@rf?^7?>cdqIT}n=hc?sw_{a<4>S-Y!;)T_QT20eB^sF@)0jM+pY*Nl0#+#NRZ
zOkN5hj-SOTyn+dU0`Py%-jV3_FJ&s6qA0o%x26N^ctf8FL>b2FxyI_hkJZEB%Jpr!
z_;)QhKz!K;&g+*W3q3F`9|ME1BMB5U&(cp&aay=0!MsZe#H})|tgZO0;H?%dGcAoR
z>1f{CfUG}XxY)2Ymy5Drg%1Q3)^)}_b<wwwPZ*1EkNt3nr_vk|djlmrp*DjoKj{AS
zJtO}w@R$MC0si~30Az3Z?Z4#XkUV;_3IYu56B-Qc`+vv>NX^XIPT0l8!NdyaYUN=6
zKOUPBbvxB1Ar$}EHlc7OUr7uoR8^$|1b7v(47xKpOsFFtyjkb;ql@j708oix{C&`m
ze&XYHX#}3*nmt!<pSHG-tCRKZqnEtAJ}^0>UlK6ywt8cT_+RZ-hgi^whxsv^IE^4D
zm?5ki9Y;n}+>KIkhG~FkQ<gr^a$-t-c3vNa6=WC@smJ&+63=mpz;-u;X&7;&r`np%
zS%6y#U)6iRN+(`dU7Rp7Y2hGh2`pYTa4zb&Pwj{_Z%GZfi;2IN`Tc#&sI2sHlDUrc
zXxk)TC9gXgahIdR7P!58*At0aPzH)Q@IPWK2_&h>w;rBnArKu)q#5b0pz&t<{nttk
z8v@s>AiVER9o5G*-1KTDOvT2~Zlxh1s{pcBqd?>blNZ8>8&UcetF~{s)sAw{AYN8k
zoE7s#B>Zc(ROPydXUu3~GlA=11IvLC#tXxi2TQ0V77;(r7&?q1D-gIizz&kr9_LLT
zbqSqla)%Nv&4mwbSaKR*+0ufmh)PMOkl4Bs?k$3J{sBf!B`e^8^IDJ!P*B@0!NxL}
zx9vILQ!13pD3)pT!XMK+7B#d{IOLFypa@}*)`oxc59a$Js8*KW{El4Qk~L3#q4W>6
zI;l?C6=W+ZbaLOU4}NWaK!FO9NUf<~H)y)3mojt`SCz=!0XdMp<FXjicC4mxM(4jv
z_Zv#7H#tkdb|!k7PE%1vSfp|aKKqwB%X3xPHpuN4YAo^xqGSENv^^(S{8OD#Vq)5X
zVAoFp`3q%r;^@+uHac?)6XX+8t+AhAAGrn|3md6)gsx>a);|H>QWlGv;Mn7IPJg5t
zBaTWI>^SU-ykHocZMG#gk*XbhjPxx_IYpIy&eEiXnKcP*@+WS{zHrac>*$Y^xAnyx
z=<4=KrL!0WruV?T|3dsv^{b&3{9a7^NBQ{vQ9i!^EUq9kM`tsW|8JSsXu|mtsN??a
zGfk4FT5|1bwpvPszG$6JZPm>bp^s>>OU%tGrm{<hJu~%a%y4x#&&Y_WDKDql1K*Lk
zWQ3;+FS+1ijJ(GZ>%RTyMearw@8xEnuz#N9dfnWe?drY!>bv#1^+6T@xj%mg)75SY
zm-p-px7dS69r7#<r*}#TuexVIoeLermJl0Gundk=MwO1{6dv*nZ(ovcht_}vpm)Dy
zqgZ$ExZpe1grDxe`QAZ*uZAc^xx#`wym^B&qb^LYv>udvx&(!DZP6T1b<6cny-m}%
zpJ+z5<F?)HSMlsty`6G`$PA)Z@8>R|x|M^Yxj7I1asM84h@GwA-#Dl24ybn;;11|_
z?xF7rGxOQkfEH)daMF1*Dz(rM))}P_whGi0zT)UJ4)n+jCvjpGhM2goiJ$DH>wvTo
zw8)}pGl@d0Dc9+QX-ij;|9B6sXbc<FsW)m$898ftGOYk!HiRHRp=|4z%AyHC-x-RP
zNiofe=R&!R91UNSD%o;$;i>#ut1>YXsS_~*K<OO$zVs;z4gH8?oOz9+&r&ctqbAd2
zM|RFm=n=(~Qi~(aq{yBa;u_YBvA{T+bW)+@T8MFw>jhAE2re+=svcWhnrGUosqik;
zZ8=O$rBZ;l$^!w*HPUL=T4j9L5T2KD$@z;q%?XszGxukR)i|cI6f@0LG+myLAUF3R
z<O#i4p5mgboXSl2zi@t~u6bAxIZaax^Xvx-OGXf%t1tdBz=LTiF5tn9dM{Gknu6j#
zzG02|1apbuQPfl+hoj6!XmI2o;_Cp&EnPVC7bLSR9f4-dj(KD*)~4$VyJPng1=3iW
z=gc%GjF?Gn(1UcY`r*@wpDes-@7;cIR*7m6aIkCWZPz#vGczjO#cToKvKE;32+?*T
zJmA{p2fLiQe!j?f65n7rrUfJK*@F`&JEFZv@q{45z19cEk<jlo2eb3g?-{@mkBmWX
zQSTq77lN|4%rcRH1;sw<7SnQT2$%N}B;TcH$^v<4_Lp9xf6mFg5_~5f{^Ix&LivW)
z`xA!J7ZsVYdMGXMwK2GEj})2;{<Si=ZvPVP9}rA@9W?m~=^OQD7m18&pZ}Ffbd%s!
z>XoRMc^~GrAeeZ648osmzpOp4z{@>e`W4roX&;3BTJqCS`jyk4e825ACwTV|8SPIv
zEjTFg&O(4;pV?EZ-w?O(G<_EBPbdiXwJaF4j|%s9blWxXSfp}l*)0-f^+fU>b}02N
z`?yKy(Kr@(*a1aI$g+|HaJ|*S029a{9|_1gAaj9N+tf(3mZaUMq&?4;_Y(97Ksq2u
z{sWrkQqf(9V=5qIN<TxnBOdhlUY%?!y^_%}m+5C>LDi~ZvuG<3SmH-y>pGakxul#=
zwRI2>+o~>(q8Q|pE)uhbg{oUn-t+L;AC0klj!3b?Om);DI#fbY>&WQ}kf-n!l24?%
z#1Sn9><LN|uI!Zza?sMAW%47Nukk4D+k*;svv3QB<oBz)>GGR;k8D*v<^}?CYjeV$
zf4{IksX5KgRYWqx<`&^J+N&)Qu57qXW1nezMCqLs(+Pj{T@{H1bIj!yJgj!9yp`zx
zDa5=t6d0`+W9ro+A0jJ!C1ws$XSxm4HkM!y^=VFAa8<t3BgIcmRTdrfBw-WKt_3j^
ztH{^4CZ~+3nsVv;m8&jV<s5X>G;eo(Au&5hx{VZM#^!-ArRn$EBN{pwvnzURRQ0wa
z$(;V=h%X44$7DVIWKDd6pTOSaEY%9S;KW@CPYbq@2-a-x`W7nhOgYI$^XpELQN5!m
zGhwYpTL7SAK9KPurDZhtooDF5(G)am93@A=b(`Q^p%<;Djz)zcSo9pHQaSk{yWCk|
z>_ST-UnSZ0wttwZ|B7OrhH$KA0@ugyZjP2IS{ID*=Fy^;NiQiXS4F4lY4LZqU00$x
z1vR}P`V1JAHE%SBavM*-sL@n_m!!0<^u1iR)G8-ahCkVpv1H2MK~!|hLJd?qK`9c~
zEs6oNY~s(UQ$X>=RQE+Oz@Limygkc{5LOt-CNLvUWt+v!OqkyAr&kb=_5<~Ip*eE7
z)rxG%`+(@TkM?m#&fmfP5NK5<h-lDnQTtX;-;HAAlIQ2bU{H$sr-8M&=qIS0crJOm
zpNY8Yp06m+@)cWBMrawR>@y&8+{kg5NAf}Jy&lbHItdZY>w3v`<?Q)moNc=~n*~+v
z3~rU~jgqtX{1XFR#MpCfO`N#i83^6}`qD~5RX)wqp%B*!`@+j}G_c>xi}?Rs1eO?3
zeXTz`-O2`T3KS5Ten<R7VJfOSLN%gqRhDg|Wum4tHb;WsK;H6l!r}yJFPo!|7vAtF
zydFv~t16Bc?qlFllRnq}2%-vYqDV9-M6fPjo%TWSVjlO2vPOZIKj>!H(hH(xIL|t<
z%-GkuSjrh-gMaDovFthENKHDx#BbDE$0HFxwP>)0x6{@Wx?r9*cEeK46nj0Q_?1oJ
z^6dsItUkDxvDkwa3y2HS$j1a)n_aY+Q04|cHiVhK*Fz7r!_w8HhxZTg=|%l+C&G6m
z=Q=PSyn`(8!JpX{9(NvZMPXp86@}r0s{}qJHeZ*!z2!y{nt}(Me4F&)Z;1MN?R;Hv
z&+DN&SF|ho<fD&WFDX6peO2}&h)j`wHzv!Eo2z=tn9=UbG=LgJ?v-mx;_?o5P`35-
zhK#~#XhZrZs+7b6l{dt#O%!%3K<HY(StW~Fem3dXf%GF{wRU$<f{_f!@J_uKSY-ie
z=u03xC-ZO(9h&6Z-@{&1oS|cciItByMeFV|sc}kM1*NM{2~B?sH0cnmu5O1B*$R3?
zLF&3j@zzVfw0hKW5aJ%0OgV~tQS#wzxh>NWM@!<@aiUlL^pm8ovXGa{e<Sx7I4k}R
z6=WR#V*Bq=-Q|xo`E!9_p<x(|{R8QL*PAWWn;-1|{296kU|@p(x5@)8{(m=l4I9l(
z36!3xA(>!264Lo6a8ft4jAk0UrNrfAfozn;Oi8bnr=C=7AK}Hy#muD7swafv3EnSo
z!7q71!U-f4{Ak%e%V$=X)7h)5>Ob$N$9Z6-`SO5+PB?sCbo6%Mfv7JiS&mwsr`_tn
z#Me2O!{KEgsh1_58+gzeV1;gIJQ^I*H8Cmp?FCVQMagJfZc69^H`JcLZFXK&$!uWW
zFgZZ0{EZT|<{?p%{xoXxc!w{}l+A(R`K&S;_XcB1@6o#EC^%uUQf<@K-ISpv(wKTZ
zBE((8>)4-wUelRTz1{${JIkJ4adH?QrXCu&4NcoZTP_q;#+OHLe@}R`-29ZSB^mfJ
zD?<mn=y)mf|8Vt9;dwt%w@K4DX>7Bx&40`{wr$(L*lBFrXl&bP>^FAOuu)IHbFRMg
z%*EWy<ve@#+H2NYNJK-dIr@pIffqXB#uI-PO*>ENcJIs@7$@1BtiaU;wD5oMe)|p_
z1XNBp!CH^+m}Ru=Hm`Ok;WA6mVJ4=LQ_m6c6sS_kg-?AiWL3LJ^b)85cw$N!_s{*Z
zDH%95jw^M#M~yuQ8#{_@66r0>RYY$HwQ-Z-@epxX%=QYyq%t^f*9HlrVU8IYj1~sb
zds!RojG?PxRv2mybi;#SWv%((iDwb@)sNbRLvCOiM8I#5vAQpi!uT%}gL5xo`;!x~
zc#{8$r$i-K2NU;Y`HK`lYkZ+Y6B3-ocjQm{IaA)x@@Mx)(7ul4h}<f7kr}J}TE|N9
z6UI0cEcp*_iNp9W!YauFzb}g2h9K09|B9h?B_c)1bV~Cn2LC4x9Y6N7K*(jYPSahY
zGWz>B0gm;N^)l!p&JEEE&O*-4>`*~1w9Wy0R(TZ#Ti2(vEu!8>Kmzak)dA7~cUFeK
z3!f^eanhq`Y+h<_sz@}i$P%f;wDIAz5?e$*u}6anc6Oqr$uW&G+BlYu0$dkREIcha
zxjVPfxJ?)k;r8QZow_PPP1nN~W3q)Q6Sp5*j2T5N{x_=y3CvCnw1eocOnW36M2fMO
z(x=mVmddVHh^w6}VBsk)m6(FB3;KE~47U+wOcai-0(DTL%bn9Ziv1UrM)L9YJ9e{M
z!R*c#s7<6c1=SlE0Yo8D#B^2#iA{Kz$CZ!@vxef<FjaX&zVj)+WCVGtmaP+#X(Xka
zNzBxZx`oVle;!8UKp(mM1CezM=hnJR$C(}H@aj2H=gyf<VCt#0V`clxb2nBc^idwV
zOG~j=Majm6an2-w`XD7K?6XaImRNElk;O}iH?b2X*syCoA7=b&u{h$2TUf8I*}vH?
zo|I?UEvFOpQ?4=Qa4k;X?W*Vv+Q;fwSIjgbF0(Vt3zTKotsjX;hS7fvuaN_!6LQ0*
zDTmUX>7txl0A=y>txyL6sCEoyx+Dd^=BDsF73Vv`@hI`D!N5kw+K8?%Pg~6A3CI|U
z2*DIr^A>U<55@soQ`H;Uuzb4n_G|V_G|$%;<mkh4<W1d_j=5XjvQOy$U3JzT=uxmy
zARur!At1OQARx?)-Hff=O_-fr9FuoBasP1xSOB~q!BOg8;Xk<60%XxH#$U)FzmL11
z9|c0Rz*DxmqHeM}f14Ie8-1co8cmdhKNdm|Ebz2GgSRjI-a{i~f+MT@Z!KLfTyOX2
zc=%p=v|Sn4w{_iQ<H=EYQ_4ZY1_;kQ&vZWnH@>@XJ9oUyAI9gr5b2B0X5E2~;}t_O
zfXM?0emCjXUf2L(kKaps(9`_InJ$pBcQx?lAl~eq^>a90IQ0(dy#W#k7f!#$2|i|~
zdQT+*7-{~NLDJt*+}$~jJlu#foMEwke80P&BSSTSABfQWI?hb_9utfDsUG;g7!M>X
z#{lWK^msVnlu$#&$lXw-kiY0#e~G}r9MTj2yHF^f$*512Ibl_Dg~2FHl35LzFuQ8M
zVxu@RTPw>q+E_8fuSeSGj494hq#L3l!i-5Yl*J%aMr?68Gdm2DO)J{$(6p!p7vWq+
z<>FWc5sx3Fx@4y5q!%TwBXiyXI<yOa&})A$*+em+QsPXWVo~<|8m2DfWb+vY_`0lX
zUwqK&BL>N&e~~Zo=`aUyMS3ovzBfz6GFfCVQ3Y(!EtImUk-f3uvEFs-g@>!Msqh??
zuTK1vYukx*2HVSQ;-AWP$`)OrUnNxJHZ+TIF2`CBFS2)9mw1{zitEW?qzG1~q&X;7
zWX7hE=~a}ol{r{|wxuhh92l*E5~(gu)j0OHp-HuYI*M~=&PlZ>tMoipUHBj&f11*)
z^=8R&Y=4If^vj|3pi}7$mbjoxqlfkotSk2&Hv(tIeQB$UXuJt4QAMI<un*m2a!F$J
zHEpf-1=nYOgMdSQBCAw$GjEnA&)tU2;dqn>=J--eZ1FgoD$z#X1THI}k9B_hh?|Eq
zMM#stWs0OK_gyfRhl^SEQWiHeHj7wLiDqTNBGEZ`n}NM1{_wHg+u&jC`&V9-xo83z
zbx%h9T%5#pH##2{!6vnl;OHx(xiufwi0`^)q9A06x9R3Qe3L9Cy{X~F*GOAaID%@m
zaA&@%6(Egm)6QLTQAZwNR4TvW{0WjGUPq_W#qC-=A7?2P)RPQ{-gGFDztU)GS#NR1
zW3R20DHImQZEVeLA!WE+RMk=B;w>mesepn9W$Z*&Mv2+z;JBWc*YegheYazx=s5K{
znPD8UbBDvCpQZQMTN8uh5ZB_*=BB;OXsR+NI`(^C&i;P0x8V#hnoC-eTfDJ!1yX-W
zPgKT;&?c2?XiZx;X0oxFNDQ^HS@_VImL5alQ5{=f<s4}d;ml^qrjsQsbh^L%<!rJt
z#h%KdaXD8eFIagc1MlS#e^r@ctTRiOawUs90eN8MmOe@rwn}K3rrrUaF3(lD>Lch{
zntkuempaKWbvywK=Vg9(EJ~uKVOM-jQ4~En#JnGuJQt`uoRylopH)rCFuAAfVc}$)
znP8q)ma{0qv8crIb{AY+wy>z;Grp?HsuZ7ex!~gWBoaVoO*Lb-HY#)I?X3BFgS2?4
z9l~zspPjcjV;@Qq8Z&h8KE1tC<AG6K>L@e}?QBd<OymqSI?rr?q4P860qTSMOoVPr
zfr44r_MB(0m#X++ORKDib_#`gaA+1`WHso|?+$B3W75l?ksT1()s^tPe9KOuR5f`R
ztEv+-p;CkD`3qHeS=Gm+FTX&cpz@LSb=O*?XQvUWH#}{V+KNd*_iZb8L#*(hF58+!
z^{$i@d_@4l09<@Wj>m348l!~<U~}A7oA?%M$5(dsOJc0OoyFb}brJ*Lr#W^4=EQ@Y
zLODV-w^_AN-%GS`yE$TBB`iD?Q5L%To8~<YuVm_}P1utPPFqsyy54~5ui8DKEoS9-
z(YFfCB3sN2MgOhDNpvEmQ&OU&(+1I16=5<hLNx%h^GDrxj?|yUptV|;ii);sIq2s-
zgD{7J?67fNOu~qE{w-r%YW_sNL25iMaAw$J35<0h$xqTebsB{%(U4)b2pL1%0tykn
z$@oxF850VI@h);i40?7<{6f=E3FmtECTHfV+dWjKy5EuZisj47(AJUaX2E6%k4*?f
z<%K|)yBoQ5n=D7wynPAunFn<TMI@_;i)F&K&S`m9h+Dkq^P<0r{j)2ur{FCbwQXae
zRg+|(h!Qy>P%%$%8h4pQyv=279)%=SK;3RIp28w-OuJums$qudgVB@e8`7<CB}qOI
zky?rA6G?n*%69n0P*C%upM#*ff|U^DfB|H6hwW6&Z=PNu^n~n82(hTa`5H{fiavNz
zA({GnhHjCCcE{}0&Qm-Pi}sJ-*U>z9S3AadXrZKS@w|ygE?E*m(F%#V*QNUjE&h1u
z3VnE9ECy$EE85+^VF?7jVZB25C*&TBiM%#AWsOn#=(Vp%VZPEJ!-3<W&)})O*Z^q~
z%~OmAnJ^)V{9_caP>82v1boc+(K_<hb-~ry)iNUR`1$!M<!h{{;({gCE1|zZA@e*A
zm5)v#^8)*&{4xRqoSg@l%&vmz-f6m)VE~bNS>E%-fZ$1CKg>9<DSnsZ(rQv{)QL%M
z$bhK)dBk|1w+&s1I?K&O<ClU+5deRn<loR%@A?-~G|{HiTU-Pe8|zFv?2$KJVwAKz
z^7iuZ+WBNvZ9-N{kP~}J61S`GcjqL%L29j$#`NnUiw-yYB3ekc>rb42iU`w?lDB44
zZAPr6?s-?#T4>{*|61J(?Gk^oM@$)W%yH2<Lh#34yrXXjbOs$yPBrrF{01H>#7zY*
zF~vly#~jjj4S)E7u-T#N@`rE`xJApHvrx-RD3jk(V<|z6MS8+iS_}7x*K;sUw6>eY
z{JBBxop^_ABhgdoVN*$IuBopXiQs<m)2B72h^oVg#eQTrirhnX+$WBbvF#kA4DfPx
zcuSG(RDH$9QKvt*T1oPDEYNt-Y{_1hIL(h*xLOQ-TY*yTJQ30Ty2<;G5-P0D2@v(G
zL%ijYiU=J8VStxCo648|>7#4=KD>AXKq^FNe|h$%nmkXN-RH_M^!g|fLQWX=b9x_m
z9K#)c94qQe6qdY{2+L_5_z!xX($+ye$3+UyYkkx8O3xiy3skMK0~Q#&s)w<|!FsxE
zNe||{^QSBR<HhyhX7z^9#>Eq!+Q+eFagCgjCPa;W*-*X4@SeWNknMih2KGX#5qNX}
zy>dmrCb-oFz`@TB*B7ion)}HW<=(^}*R$i}&A~>cHt{T8w1M94LE^kd(5@Gvq9fWX
zV%=gpaJAm<@RVr-BvCv;Q`rm%#2HOuvbp<IpMWdnGa(K(w$Y5cxGj2l>4GvZ>Tn&&
z4%{p8k}u5sl~%!2$|t{m#p%!!PCg;tP*2fPG4tl)m#Rag_vcQy1c?Y@?N*kDc{0)8
z&iYfd;^_W7>qv5bT-NJ!_+4`}DfK#UhYYVvSMT961vdTn{_|ttIiPZd*4LLsQZPJL
z?baoq(LZ#nA8D9|A72djt<Dd_)cpQ7)nm=&C0}B<;;p2ZQ54j@<vQWL=yEPq9qZ+R
zw==s{c1*a`yX5xy8+rgtR-Z+G>CGn)&Gf@n!+ZC;%U01B)8ExA!M>a^WkLrJH1yqH
zTxShp1nD%QfZnS4)l&k5UIwNIgOV=HSL(lelx3K&*#5c$?6|78&`#WclSFq5zw?kE
z_ed%dasRMcV7ge;$uLsF;th<63^xm)UhveOVjAMfGB57C^x%i>?={-0Ed#?dE}5zN
zq{dU>UM1bR32l&1-E+--Zq!ku`*&VVb#MB%D8GH#0}`aqpZJ+NFVRc=)LX~hD{3id
z@Yhok&nKwS(VeN9%g9Zg6BraDmZiy|gM%PM!Ne(J)DR?%0>al>`FnqA>;BNpIl9g`
zp8O%I`;#lsH^tePee$n>6Gse7cwB#6cz*`kev$?Y1VHVKA8_Br;E;ayu=stZInVR>
zZNJx?0r0YOMXh}nS%B!{MP4`uGVu57mkV9;x&QLShj>!vgJp8u(GmT<hzFb*vLq{n
zn=|^DGlv&t7@Dlo+4nJLVctB7QIdHq5$FSHa}e`#PMqp<`u`kgVd)44A-=xaZmTex
zRf3kZmK+Of&70F`^(glSg~F||SrTcR;ilb9fX1DHEtVgrU%7sms#-Nc>z;&f4>sT^
z9-tF=&<`nqRU+;i;q`=mtcK|@w)$}E5;W<v#@TairjFQY#+mYGJC5;eh!J789Ufns
zUFR;XnY-RF9q+LJsJ6fEDP)S-yg9zU&X-gKtadqk>;rA1A)n%l9noQ_ot(Zzh`upI
z0!BR&zH2*;$?a(k4hSFpJaq?Gy`SE{*yfN`+m+WIs7YXn_Ng3?cQ+f7fcj7pO=C!p
zhB*EPoGvHaF0?TP!Xe_PP6dG|2fuHEc5nVKLUjWundi?u(uhuhtp)jfTBi<a9!T7a
z{_R1;!=MKaH6OIL`FNK9`ov=c;&?u=0e(LrE1@WJ!Qmu|Rzt9HH*|xf<H+Wk=ZDbV
z)#aHGL&5Gok=J({!rcHIvu=X;+Z@4c{n)Q0Hs76_w6L_RtJ-!94xPGTZ`^kTCl&E-
zs-xdNB(_K@qTfRPZB@~4LlRr@>LVXsXwOnr;7=>G=ds&RBG8N7<`!q6t_3@Q!zLIN
z&rhz&+Vm2?t$#$prX+j$JsMT$EDY5&)QdJ$5sUQet+n5%@>W;@>!6YM6};kpQ>&fM
zU=CYf7Xw>Rq4X5)isVY1vA5X=ZmT4|?U<8!$xjEQE{eEE({}1bnmA*bk_BNH-bGy8
zp?ziq*AB`s#uJieR?D1xDUaU(Dn%lf--<M4EWRzJibO3Zx=hh5e$<1KW1P52LQSGH
za)2#ml4u|bQ^T%z@^J|V#lE=0pq0Yl6)(K!G3C~kbbCC;4AON-tnKF8y+bv$x$?rT
z)>>EcBN{sPIvLX-SsfL}G#Nb!VCOo_;L6YxRqKjk`@qrr)kL~3g>W3GeaBSmm1dQ!
zM;sbUbQ~N+J+m4d-0PegXb;{+sQOQCIC|KJRV^No&Ip=PtJoSgnw}5#TqOYE2Xw5P
z8KIP7uw1f9`!;rt2?m(gFD&2v$6el-X6?!9t-CXErsP2eV$Kjjk+VK)FvNCbs++2R
zV6Ou65~9`c?)@`?RxTiHlm!gO-(grjsJ>6*eF$*BqP&;0zmmMK;D0cG2L8pMApfl#
z_mP@KYtpkRoo#jh7wUgu?4}C978?G4YyeBXQv78~CJb{1_E2sWU$jB7tY!Z=cJmxT
zWpvY`<wFmP{LEa-V++q-zmI0bJ+>7#o?t(GTFk{}dK<4_{jA78Y@G-DgM*Thu&O`w
z!e<KxBGQUIYI;@tHMPVH!>agwY__q24yKGN-urdZ2d_ZLD^Nnmx#?m9sGC)+C3XCD
z4`yD;WCnDABO4`MmDH@AzE2VF#u-B2P#2T-@%iNbHT84pD8_*u|KTiqm1!`$J?C$t
zpG=%ILRpw<{%8oy36q;}rCp66ET!P8lXkiUgFdpspmRJPiDeE6)E!L`tA4hhp-E9l
zPnk5P>%+V`-xY}LyS6SiLCeIvA*X+<dh7i#a2|dFSpT5flh-(GaotDp_a`kF74G3r
zd*v0n5bb+`eN8>$ujEGKAoiBd%|Up)OTk9`e{=dUhw;w<v8DFDuEI-ZCY$+RnS`#M
zC5S!BbdJk^IVU*DZ9Iurvz~G5K2c%{-}4^Y33@1ew4!WWi$#w4Yc+a&x~v2F>~0eC
zjrUOiv<?aUbdETbsiQ~L1^&j2462^|dHP{%se?x}yJy#9L6e&YoWFtMMUOC15oq%0
zIhmp%Mr^^3v;uKr9DeNM2OP6W27~xai9aahh9@FFIbA4Co4<+E{~0d8h|B*1KP>_K
z4Lwuxo)SeW&6^>K30*&$!-ZDX^Z*GVB?Wy4mCo<~yCdll@9_UuSHIFsRh5qk0bwWj
zPo^gX7!jJU2kcI;X3vzYJD_B>HbXCZxN=zglvpRHaak{xQCiC^QZT}8nkCtFt%E$d
z8KI*I>Bu80D%6yfFb|bv2kf&a$$}>f$<q;tBVk=4b+DBG`+Jg`DVQYxgYoG3Z??s8
zw&Tv*>&{KKz|+m=Ta;ClOIor*xv4^D)+b#$&{z53nY!bq0`ozU&EYeJTme`v>Al7$
zN8wRus42KE&g5JlBF#=)q!O*?P!&w`eqmvXVFK%Y*B@m1hh#le@fDMBlDAW4leba^
z93V4~%jCVQCv!r!zp$wuX)9#Oj1l@FT>DjpC?@;%cIPmr^U}?wc8!6w^%#o175-6-
zDuq0|AcevVMoi9*L%3?Wj;#r~cF`kq1)cF!g*xyNUA>bEFOljWH}4Mg@I7^fsy!Qd
z*SN`QBE4#t+~l--{O|QgK6v{s-|8{wEGxDW{+UHR^B6Ewa*aP^x>$QS#Xz+3c@=MQ
zn+F|Oq_*)`L$&dGRm(fL{?_(u&2|X_;>KJhK=nqe{9avKn_;#Q*?IyK1NtU^9a8<j
z?d+G`1ve#pth;qpEFYA7`^LjN-ow_Ua-^?te%z3~72LHs;HxI2*nWux<TAJ8M20Yh
zE_vrCGlNk&t%EZhinQ#LVyUN2DL*qZUSxk>t1IZ$rA={?Yd1}jc;2=YZG2Y)K1(L^
zO%~6gAO+P9p2LTHGOPz}9EZDF9es<5?>vmwI@>fYCu@E~`z2z@TjvFX<j*(<zD*x<
zy?pUeHJtMh{B^#4Jr>(Vws!sK_&eP1w;iZVs?)zfZ-w-s^Q|@gDLgoF@2Pioal5yH
z867E1j$4bp<wWA)zcm~ryV#d^AXR?7Q{D}?Uj36}X_znn`bMiZVpFWwpa9=7!{LFW
z8P->}D|mpZFRwrtjw#16Lf<+DKfOfz=64uHVNWXbO%U`K$Z#z)xk90a&5P$uzE;?e
zW&hk<pNgk$j~?zXPyfxFa;7%pxYc~&5lthPcO9!>RaKB1-t28!*tG3%0YuB^NEXDF
zeQRl0ix2P>hrZo7I9ikBXly`i{mkN6jvQ};S9mc;b*1LCTKgt)g8#Z`eQp$O;43O_
zlqJA&%WAF7;F-Xm5ga03#TI+?4DE4F)Emg#H*kTd9tXZA%d6vnf9naVTYTK~JiSVs
z#CkEFw7GMK?oRAYnB8Jo12k{A-~L+AbpI`zIa{PisMkc1@bl3+n(IFht6C~8R{u^A
zU@H4Kpq*DETvO%iE2|rut(K@@OlHobt{oVIupD8;BrNn(?UTXk7fdYpz8~1eRhMB_
z+W3t;P?aQr#9~-b?Q$A>cAu%0BD(V=UEM~%|Jte4VCi3T&OzcR0uW9F9q>KuB<x&c
z5gW~<aDQ>~8Qz2zX>`W;tQ}Q7y2Zvz`2HUqQ9(}O)6!ol`Z2fw;t-AU(VWT%AC0h~
z0grs+y`axuv0G8Xy)S>a(7jIKVPscdLiQWDn>`cG!?mM7cJi)>cHS3ilMOWnnn&4V
zp=;`_YiiKiiCAFp<A9C-4CkmT`6lE}z{*$FA=KhfJH*BOL`e%3a-G`gWk}^BHltdD
z%}!rUk@A0jQ)-hnqkEss)IgbXwBo=*s;9akwjx8M;B>}j2N4*2)XGDLL?Ww--A`c~
zHwAGqLC1#C_A?pT;Kr=iu+ZYxru6$&M(U(}x%4YDHw7{C4*+Z-i4KCHjYoJCW2L6B
zwYdB==%$U(d<B-1QeX4^2?c{@@P$bG(3{p!9-uv7f_=ZpCx-`(pT{n6bHU*{vgziX
zrA>1Y<okVnJ9<j$Q~bD+j^bR{qPsYjWb4%coi=RFDax~jz@MjHJ#l59Rbh~K)X-97
zqOS+EoD8p>h5~k!t&_69wlVOuZPaoQrBL*{I4k$QUhxz0MP?iGCl%0mVvW(Bt|ZbH
zC(S&^X2pi!bS2Uh?SSyY$<3TwzrKlH`Q$2ct*Y9C)XCdV{j(pON|e)=DjOt8%Hpm3
z1aDSfT;ILRpeyr-1NBYxt*#Np{RDm9sc>(R@qwVeap17(8w|z#+9sl<J1qZTN2XtK
zjN{;y9FvdQ0rUL~J`mPd^_vlYchYd_g{zkc`Ln-F<$(W1A+@jWj{Aiv6~)Srn?&so
zG0rZc?5>-$+JTs#)&a#<{he~BNb%g_qt_$jz7q+|bJr<ZkoSKFupJ~AyB-Uw?ShBk
z8>@GgZ6NTD;^l)Wps)Py`HylL9!33kr~m8-iaf2}afN@J`{?Lz`@Jvyv*6V`Ah|{1
z{7l3Jml%Kf&nVCBE`H#N7Dt$oT<D(*_<PQz@WM;EU;U^sd#EpQAM@Vx2@@X}Y-sf^
z_nA7$Z1Zj#Aak_Kl3LboXZ5c8*)z#(`wklrRteCA?W9=O5xE&!k&cck{db`GhbqqS
zV3msQv*M26{kvP(Sfc-_f@Or9#T4(#Ua$Ot@I7nl->SRa{)oS`jyCTo0f?o7#t&Hq
zyC_O<C<LENBY)B5`WROLsRPeHjB$Tw>M4|Elk{In!un@1n<=TSqRJXXvx;b}<qt3#
zNf&{SPVNHQv%#zwPAahpH7s?u{fRC4k$q8d8tnunXW0s~xo>m7!z?94{rRLV?pZ+#
zDLGq6RUWhl87W}xtfcC8m{Z$UBl!-K0&P;%%N+NC%UhuYl6qPPb1+2IITTut9E$ZM
zWq^b_we6(LBqoQh$LOvV7qnz#^C=p;h7sU$P)F-cp24<UDsLJr)BY7%K3Ead#{H}4
z=6nh2s<TX9Q(@&4(mcFuTFt`R4a;9oRY6%nHPsK4IpZnvi<ij<s;z^`hlo2q#$cqj
zUxN8S<5VR&p$TD{TQNvqHgRgwuUAHO5>xFu3!_1elu6dEjMKc(tC>UMo4k4Dq#960
zr*)7{{0z^vRCK@#Eed7Ulr%md-QeRWZit28eV1}gyQUFG-LOi4aIx6Tc6Do4O{{CX
zx)*bLb9eBcT@O2Xbqhb{7DdEZ>hDUbrJ9_^TKoVJce)s?=7nSdE`r`#g-&s8^6#Qr
z-!ki74ehm(C9W?Kaa-U{X$n;A&0GN!4~R&lx$y!DcZ{X*?nXL8rB=br!~%wLt&K|t
z+=vu=(XKx%6{UDzw2j*2Jd8Dy^_2U)>&Ao_V6ccu^SNMH)TkYC$zokj@R}DALrx(v
zBu(L%@vWc+K;gVl)EUQXVYBnJQB;?IqNQ$LlDIYTc6JPe7wyE(Hw88!s+s^8(%cn_
zNsToaMMArhH5ps|7RlzpGS4*26ep~9b9wfw{iG5V{*N6v22wcbSvqrGy-Pg%YNo4N
zC~(e_((WQ%1^uB*r=A8lj=Q04fx!C4g3r8J50Z?tMk*^-wO%6cfNyRb1~Sx-rCCE5
zh2FIx*?Q+z#N_XU$jw<?{|!KuXJ1LCvBrY0>SwW}XO5*>40_cWj__wq5@@;-G`K=6
zxX?w(_MZ8Y1dsF3axtXdByu~!k<7J!UD)IjiBa_!ab)UaYwubdD&C@JbJ)01p;<}T
zBpdkau<i1WEQeAVGSAV%Jb;1zUTS>u-92Ick}k#m(JJOLo{E&y1`OcwksB3_{gdz$
zmJ*U8h>#7;B;slytLl!Cw~DXbfhWg~P=8^Tmv|!-^gxm8L`eLQW?8BI_KPQALtugl
zFV38}S_&>ZmhmaCdEKJKuenZCNj1#5Wu;QYF8iku(h6ZDln+&<amJSnPTD4R-19q0
z^r$4ef5to`|LOAi?^^&pn(6j2`-sI$m7p30Q-Nm#wz31CF19|CSaTb#mGxey?g%#1
zp1QdkZcr$6H%0e4&KWVa)gc2V;axa6c7je%fWO#P6?K{U4Hawi)p6Qv^l7Y9{Vq<T
z#;9bdy@!D_m7Rs#s_~s{?n6Eq$;O&9+ym}O`wBXZg_*@j5<Jjx^Mv%7hw}Sz%y-9v
zqN<bP6cKk_C$Glf_sXn;wlqg@(FXqM*Fpk!GyQZ2n|=8ouSu+jD}miEFJFEJtMGV;
zKX~W%{ui;oao%%mXg&cp%y-F65w;AHMD{75U+mF&e)DM<IzxTqPi>LySx{a}OhH!f
z?rUK6?99ln^w0uy9SKI@p(fPJ7AcWFC{f{c2!@Y}Uo8)3vN2j^{b=h5ZcDwKWt$l}
z<{9Mh;A_an==yfI{G`q5lBe)otP^4uI12=71X)imRRSL{#BG}OP15kz$<{|ePe@DL
zyj&dhyGol|8{tRLK?jdR)Kzy8^cM?Vt?M2G-;Ys+dRhT%Qwr5jt(-Et3r_Qp#i9k~
z({%ig(15B1*M|zpxp^`CkBmH(R1MJjIJfmfiM%k`QoM1A9k`tHwRhTI_xRfqS{!ki
z6vr#%hf=ZS8JhZf4Xy6sue<n%aLIZ!$@=+f{Es|?l~e8q-7-}Su3KmiSkLoP<WZ4s
znqOzBS=4|fg<#Zo^`LBag5ZH%|20d&L_6`AK=09>6@t^-i+w+g#bd;Cr^sXO>;rG>
zMnb$cqti|N`rTbH`=E`V3L)OIC^<DM5{EHb_{!D5e_anW?2=3#<K0@DZLEvhg>;(@
z#<<Cu|M{5l@P#oIF3EfzC6e#5M4q__q)rA=UgH5_5s^2e{}slAv#jM63hAAe<sn{i
z^`m^#a%6PI1yjOFir~YPRieMCZUl`Mrz~jrMY55wBoIO<!bT<#S_UeNO-~$_;K7_}
zXSkXi>%4x&4MFu!5;B+O4XP_v3>meQH$GRNpGcZR55!nG(XFw>BqmF(tY{~hK7})<
zjkE+#&?YrbMHat73?5#?2q}{tDWQ$3Cls<UK~~HMyygsehL31U=9d%nUm-eU!2ODA
z-!;oPlS??6dQg|kV|T_uR$z)&QAimjD%1<-VXEo=;4q+crFSz*@YlpAm*+w|!|q&0
z-8Xy1-wuDK&gLIDzIZ@RMm9v@WMcuE8%_aI5RW_t^3|JlQmL<Sg|S;wY?+qc+rG=a
zeX$V;WCV&a1;v|=7-b_c79^XSgn!vCCn?RekFZL6OQFd<7h;tC6Jh<-_@F!CoN>$`
zH`g71+**p&)?7MgYdtkC=g2Fc7eI&lAbK~MLxUwK?K%Q?7LGQ#k6hGpD<$|<OA2r`
z8u@cL^sX@dT8RhgfqhkYb?ZT*FTOfI68U2askk-}zCQHkI#_w6N$P-Dz{b0QP&t5m
zhpykTI0Uy8a?{i}QWIw&g*wg`%;CUsh(7HL&UhYXg;pSU5um+U<fNM!`RhqTq&cPg
zJgB=H>y2ofYw^;mcWIE*@YdbFEeC)-nB#nHdmp*bx>XAqj1R-lml7jf6PWJLVw!PX
zqu}VuE6jskroKkar+P-s3m&@2F1IzlsAq^I8SRSDiIFpVC16WhE2m(mZy76X8t)~D
zSY~k=xTQ>@A;|quksxqNleAtZtBO@whV=GHNaJqTG~1FYZ!0Au(U7#pDgwR~+YF0?
zOwk>FhK<0RBPyf8xfkHds{I$Y+`dYFPmuVweLGJ~<1KWJL&|T8w*@EmwA4mw!c8~k
z@770lDC7en5r`BoG6JTJDdbKQkaNt%6e}NWU#xy!;!yqEpir|cxz5r$$0lFF5X~C7
zl>K_E&Os2AS&<y}kjt~g0S4BMqFR<sIu@(YvqsQ4U9a|voYa%#IAbzmd*ya1U^p4J
zuv<nnu4aGGD*-2@CYqEoX>nd(Srfb%6u|gXFt%XIm5#Ycm7#!PJCib2S<oA;Fd8AO
z^#>!z0>^SVO>RfNT1wDEGyefhmR(Ba{eB#xQ2`>^g;3Ryt7s1A1K_o#L`UnWdL^rT
z6V(ndwV74pQ8UTaWTfoEYoK;!7l-27hMjPY3Peo08YSpKPL><!$aX17`TS&hqMA@o
z#^gLJIaCZ&vWjIWoNW}qtqy}b2UUc_n@U)_4i+C*H6hBWM!L|(KCGu6Zl7U)$NPX|
zr9T(WjQ(fwwIgw12_)_LLcl_<aSjK!5!mgv)TCROKefErM`3x>0|#EZ34>{=R51}W
zxrE5(*oj{oYjEw)plIvZ&+H_h;tOqt7g{B)v(=^N8vQPX-dOzmbspxd8#8ba=UhQP
z$5oh?I4BVoSyp;6l~|ww$qo7J3ZjE=8(%bA77R9`3D?7QfX(n%Z!YW)*9NZqn3ShQ
zL@nYSh==T719WFOVpjq`I+5}*2d~=-2Qwtjj2Rp(lzpI%&aGn?hv{X4(j@Rk<kIdo
z4<n%RWopH}rRbC`3&c4|p|T~Jl;_ISitr_AmFG&)haX!-Vy|K)z+7fE|I%pKH)DSE
zk3*bACJ~p;0+Irr6Rw^qej4(Zkt4&ihZ#<9XmEm(x3yvnm~sLnW&PblnDSPZS$0?^
zMOkUZsKWyA$9LB?aRHKZV$D%nDF*#HU&hZKT<>UyM>VF=-#F)!RF>2Um%4F2*Oxh%
zWeaJ-Fg}chCBRqz8Fmw`5#?{1o~iy)Jkd`6*Edv~17{N6XRv2}ZtBXNq{`kWq#1CK
zxiMU(T+wE<0ck~$6@^rh!3Z`3OBz)iDY|CSR?UcJu_Y(wrj!Gffs@#;Se^MCdx!He
z54P2w=s+ervoas%SlPUaUnbUnnG#`XdJ{W!(g?ZoAq05EyYPnd1K*a4n)(rlV8_)+
z$`D~;fq(5?yYoCrf)zUVTA9v^T+P-5Er-p7&@=4MI%Mo}fhcK(95}9S>_i2*$Rbht
z+i6TU935v%>iwX#1D9;1e-6=U#y1TtQR-+($A83OW+4<Wn;G-s()Lu7yi7)VUed^7
zYAVHK(D!L&LfNG=yOZ|oh4EznW`3F!(74h10B2Lu_+5mtcXLPm(^L<Isorj!h7rN(
zQi$HP(FVlZu_yI=0sOLCM48&ng!fW+TQhisMFMqS4sSG$?{o|%fdSWqbUF;DzQ}r2
zg;Ied`BIQI%)9WwG4AjijyRCLGq4zf#?PD0>H1@A?1cJO+|~_U7dK~2wRYiwXKR95
zh49!y%N1I0Tw+B}o6tcdXGhckv%GCB%l44k_5o684F7D)I_@84k!+tE?8#vMdCYV)
zRnviT7g5_0e|xmDCG{uzFXaCohxe8E{l7#ip^9DP|B<sLleTjF-`Qv2$B36V<-gBp
z-pPIERO$SNkchyH0KAvl^76@6_90cW6nePCQ14f`<WTAVJe2wyCa6VFm7JxiC;H8(
z6{s1m-+GzVw`#jgF7QQb;Fy}P<yvZ6T0PoqJU2INu7Fv8&z){<woJ<T&j6R*+^!tg
z>-8J|=cCkm{--bfYJW^|n)g0ng!Y1Q?nH2eLQzhXrzij>F9J{JI~tT1Y@FR=FzdB{
z4u9TwMBGaW0mSp6DXh@Yh-dqOHq%q*E$^1)-o3yXG?T$0n2MY9U;k5&`%*>lwbyR%
zf(bX+k!6p&<0%ahW`9$!duZg@`=N`;4+SvVL(yk}0ftB3kgmu6IH4_(-j&CGT5dfl
z3lR?4YXdKG4sWRhjdyJh;{%E>C*=+-x6cmaBZ^xIV?<1KM+d~*884dL4+FsMV6T%H
z<mVJ}*p_Z+e*3L(u%tU2M<^+WXlG&l_`byuYKMc<eSbg^3dNtnu!yKH+z&YZ9mgI+
z5LE-)CV_HDm=PTXB80OoCQLA_%>zuRCXsSTSin#_?yQ)klRYI)al0o+Tk7o`tNfVO
zC+`nwtkOSD&A5(m@dPl@E@Eo!{q)rB`z++~Hd5{TPRd8&Chx<jQk}z?tjowD!*1M2
z*t`z7<QD9ZuI)UN$YOUS98u}Qv9?{qtR=Wb8>ooV*hN_Y!y!Iaew2iO^-qHE`wgkc
zQosS1HjVwQ&j_s1J}m1@xT@h?J4&SybI{Qm9@8Sf3GaYQ#f1wNH`tTmP|cY>;AY!W
zl_m@2Hnc-;VFH^GnLc)i_gL)}B_ayrWM_`(Zn5Zm^>&C1;&yeek_(lHkrNlE$I<Or
z8y)e0=?hWLI}S%r9J&-3LbYVeYT9Cv1agL;W{<!E+_5ct2K~a!hhTCsy&QTb*5T6W
zkSV>}hW4Csv(%4R-d~1lUB-m;+O+rn-R<FMdQ;PCJ*#(o^`0RSzEi{8TS`n0$L`nD
zIBk)-t|RsxV2^Njsk(M{&8?B48?Iq)wAV1P!tqHb8uX1{I(^fti(va(vJ|FT;9jyj
zt~Q%4+g;OKwPF^hLLQeFqfjwd__8|g<y^yuB90L*RZeU_d~yca*wNLrWRbwC!p<5g
zjG{M9njN_!hX9W7Am=~S-!|{aB90}T@{x1bJD1w}3))1toPUB7Gjro~_nx88HEyh)
z)K?d5j!`)~j15EjsL*$USRAbFfr`pTGE5t|7ZZ%?HYvXWY=EX+7NtZc3{kU2tG(Ih
zU_;$iv#!QKU5rtV+qcb!UYFwYKl3<dQB%pWw&}(InC^k_$t>wL5<8_+SBpO(pW}pL
zTOsqFLBf0dqpK<ePux<X##y08Oy6Mq_y0gT%EiRD3pR03#r>3tMq{Ls0TL{J7=|Qp
z=4bRbzlQW4)q=A9_Lp}+kT%ZD$jd%Zw%x|Ue^=tP6D5TU2{*Cka2ju|Xe9;7)WsDq
zXcOV;&aYZ}kKulHji5f0GhEySC;ypY7<X*s@a|}nspYpu9UKjbWaC7WFgENbxO04D
zjVvfSOc9HA6EvNnqKdxt1Ac$GGs3hB#S<hG;cO&Y-n2b4RIH{b)~+C}rFyh_S|;1`
zQ4y@An5;N&Z&3sd>voxEwrN}El3i2aalVk7{n;3>J745=H-Csa80BYhrOo6}j^9Db
zF>(_^-VMDyCo8wr$Z=J(7!}|>RY>?iz4uGKf*(u&F}H^Edm6en2naM+{*W6hZ>$u>
zZ=UYr#WXlTy!ZR6%@@F$$=@=E!pYik=)}WC<^?A{x=%BvJM|f?<`dU9qSz3Ow)-^R
ztpOCw;z(M_l9kj7uwXh=y3Nwau=<yY5#NgiL5z@*3o6JDL*=(ct;(Q~mltpa1!4|P
z5(;apyRi)R|N51%3oP@f+BnIYvE%9FjD0tsHvpVuIhr);m2G}6)-1CV{?`9#&Hgy2
z$8IW#KixX76>3|vqFt@o1Sax3(+c&VBS&N&?2Of3_9yas2Zo9b?o0#QI7KTcIIOYo
z3UhJmE|s+!O@cAb5U>_|Ab;GVIcDgGBZ!w1nZ4-0j#ixP0TLwGx^BoFm4R~xPYqh}
zjTn+7W9jccK*Q`OXEldJ&fHc+2lr3Ou~JpKyrlH9cHDej6{wjt)ZHZVHhBapeWhZP
z;2+TcQX%U2);7!{-{8GfvgQ{NGtIf!WfoI<4xNt+Xj$CR%K?QmJhjOotHLSk`u&(F
zw)8BGum1Gs0NOj=O*EUS17H4vRDI+i#d_l+a~Ar?vN?hSS%EbfwIJWs#^04MY%5HQ
zkAcGN62<yNDpznLDNH`L1P9`UoivvqdeHnQlC?gDDn{H<@S>O%XQrw|6iO<zv7xF}
zby8bjny1GHVLOhuE`IHmQZHvL1}A>9;v`=7Kvfk#@X9e<z5&&y-I8hyB=2rmX>H}?
z#!?-)C5>=55!@#~Z!BT74R7}gv}C)Q(xo5pw=5GBjG)kfzD*ris|FXo<Q813@Eb9g
zs&~XStJq%TU_7-n!&D&CdUMjmvSQE}eC-BhpLbJLatTo-mpO~(;-zbG&Zm!p4<bCn
zylsMk6)7zG{RZ-nNH-9kt-pwC4juUea@Ys*C#ii%2(t2(d|w7FT)NxY0z>TIFla2Q
zMMaHM6cy5<-3>Z+^>s5bnYl;`GzWgGY{i*|>1KA-S`JajqpVJy3A0eV(x}OdGlxuu
z)guZ@&cYQZ`}7LxQue{Gcj#u?bLb$HMg(IZVAMq#=OfNuc`TQBUp%yN8m-ZCGnz#w
z<dS1FO`h+Iu|!!~>d&A<EpMU00vbs82@RQLx6p{siwUziRVB}PnO+5<w-HWB)%w|0
zff-a3(g#gHS=rhP_PI5-Lmf8kDPL{1>VUW|Zc?<yix%B@#+)`(Ds@%lJ5uK;fRYh-
zUie!+s3=m?0(++%Q6@Mvw5V3F=BVtdra9_ny}*${jl56;+F?vnQ??s^eGsFuVVL7U
zoN((){I+Z6?vwD-QveS4d+ANxxg>t8kRXlAaFegA%TH>-7m7s>Mas6bDo?HJK&$!4
zT$vR49PCZL5fZuKENs{>y)ceO4()|NYM4=<cjh|$c%{wqM0T0O*OJ8wUuoZ76}H3&
z@8tp2yftOHvX==hzaD3Wh(Ibc#q_^8(vw^Nu~FqryEu&gD8HwqRdq8vZixs~oVXy#
z6j$1!HJKQW!i(i4PrEM_2xiROSq`+;M<#6&tXtg-J3K0vl7-R3B`VmNPf3sgaxbPI
ziOSFL@|{RR_4qBTzjeVMCVFpgATpWDI&EP5eaQYQh_xSi9SqXBq;!vd6V?i?JcD~}
zO-(5L!8pT0%zFZg{cCM+kW{QPSIkc9d0n#+*qIU3Ab8DK<Aa*x<7i8Y-jiJf{!P}N
z4Q_00U8zR*)Wc>8!m%6Fy_E|ElH?&4weAwgh`B~6Ow!@&2W`u|)cmF}cd_F$Ps2Sy
zFSvr#*v5t!2EkBeUU~w?(cec@n{_j!(m+KIT+H_p_+sviVZ7io@*LUtR`Q>lm{%t8
zWPI{>u`fSp^RRqDcZ7b%(f%fVWO>{ph+qk^ZgF@SMRSuP#Cs6KUJ)vAA2SRo`ms&^
z59jP+FlU3Y?&xS$EwmwK{E!Qabf14@{PPaH)qlx@@56D-0E1q-Xm`Mzy)!MI!_UZf
zb+kJe!Uee^bGz1A;0Ul(nU~@FT4+5>n{>DIuK*>=0F!8x5k=4)`&}Y!08@ZSZ6CuR
z=hiE|>buT+**t0=;~?P95EWl}?<wI0>G|)p;)v9*TfFD@JUXBt5hyvyKi$ng+cnGx
z0T|KqRo`}_Z`}sztwjE!8Y&G5d$06a{YsZ;Z(-5(Q>Xm2kE{pXk-(RU)1tl(6IEub
zpgXU#Rl|AC>t)(c5?T+(RozJ-xSBbjNg^O;YEtTlDj#Pr0+@<QV)^9S{m5Zu3@XU}
zF(sQRABPZP-#Ctpe><sSPl-_HQNd#5AEK&$8>t-j;@wK1kQY$+!Er>xB$=#d7DYHz
zJeuW_!@zmub;fF*$-r$MmSZ$2OROTI!xW!zsD=PW`3vujl`PuZ=(s3CM*G#riYOW6
zU6Laz78Q<i1T+uYwHHe(+-y-Ew6cfi7*A$W9@z25l+RHIx<)sI_Y;j|#B&|#@s6b2
z!-=)#7*fU;=ADz5JVCn@MyWd4tY)ONu{cwoRq0XUWV=KOq>XoHI5C=|F;Zkq;cX(Q
z)}>S<X^V9ySA)E}^@c`t#Pa&tS6NS1*txkgev7yI1Kui$0-0w!k@LdpdfZ2}i?)*>
zN>c5qmy5%n)ZO14aThJYq}q;?Fs*sdCA$gP9p*8#P>mDA18R}a`*Nx<so0^>X6#E|
zbSMTRKByL0R;*^jDYY)yWNr5kL<0957}<ws@~3#zKSrF(1XO*ZHk#zUTLmJX0`*zs
zdp=Zu1FT0K2yfo8uYMR2CO@N~er9Abu^ff{M#qTQcfuIka|%_~A7c&Ozwa3^qG1be
zQ>Q3;k+K@&Fp)>>*ce_#E$db@kUXbmF6Yz}si<cdoT~7_LcFn2HK3SdJ!+ZWz9@<4
ztS|2+XupxH@(USp#YhI4$UL)tV|&w6EoMb(0bs6R<{iofc1UBl-}5EPW!<11g)^ff
z!?szDAx4a>TK)6eVMsIp<BzVRY7=L0-0yF{!I=`ep|pZs%n?edHem3chGW0uRfVls
zkaz9lV{e0)i$oMW%-~^O&VOX`H+QVMWsn?4+PZ+{kCN-;D$__~nHAKQkb{YgKg&gY
zKv1MU^8M30jLos;Bzd7XKY4G*enUEoMe2`T78J7jbpnSwM!1M9RD4<P=_#ZQ6<~N3
z{y6r!`1qolju4FomLBBn$ucJEf(DcBk@wnpnERUvr+K`~*W0Z*&rt3)Bcp0I-V+n@
zu~y_LT&Ad(52)oHge8q|7bRsZ-XVzuZc|&%O3#8yrf%-nniy{*GJAtcbGIPaI2BJK
zbpCAQ8}Gto>36nE6-5(QcP1|^bc*hu|A*M83VM9yUbfv$l9!h5KCiHBitLLbUCxf*
zFQq+FUfS3qysduo|AXyZO)ykw4~L=ZvO~NB-|3sNJfSI(>dh?k^Y}3BaTbIN92Fz?
zI#tOvc04|DDmKwxvz03o^bDOLEHjrYujmgh&hq9}U`$N-PL^aU*+(1H<|LozS$Q&P
zT5xM6mefu8_gPpmFVIf%ckE{QT+D!baQ4^Sd><Wd2AXJ@V8`p3reD62mSQu{W4Yf8
z@5NPA+bpTrGzfCkUNn5OP>Z|<2rPLnqcSm`$#Q;8VU*NqB&iZ0to+W6H!sai+OU?w
zzft_P8}FnL9_`_DEneodEk6d8`$`2%VwT*N2`e1g@JXt_a2c8t(e9NIBh|h(GE&T{
zxn}O<%CnU6?7PC!??|R*X?IAQknq~9#6+Ueslc?UE9YP;F00=bp_9=E#5ELfXB=cc
zW+37p9-J?VdpcZ>?2eG+l$35H{Ni-g6yy1|Ay08~rIb(LzLaCHv@+uM2(=%Hxq?ZM
z$p%MoZWF-_{z8^-WZ{{)VJ0Oy>5U|p8a~p%N|JvFu5{RfD^%*_Q$2|5t6NJIx=TmP
zX}ISl8q+SjJezhMo;6Shg#E|$K`1xMZUaAhhreBnh9;BQ)6rkujUcP)$F%fK&?xMj
zZ~7y4eZEj~RhOv#*PQeR780pa%B|I3j5p<uC^4iZNr+A)zQ-|ddty~2a|er;`5-ds
z{Ap4|M@_=>>&#hHukTd-kJqu>n$5<nZQk*Ac&f^>`^Pn6MGePl!1t|HfC7Ixu50<#
zLX+eIJD7WM9Ln3Yin!8X?BScOb$HHE`##D!R8eXvUT??5yMbw5-$<*N_N4EfkVni&
zFmLIFZ<`ugmF1CqpR??AuD-}4Z>7W+$9m1sM^OxiAh%BFOEbp~0%N(d#FEWjRLVC%
za($NMad~+Ld48t{Xis(n-hGHW%G0%TDR!^k%T%}>B}aPE+`Bm%a5st^KJqtYtJ(xG
z5A_@6JjN|e))Viom>7GyUv8Z47zXvX73ID?G2YghbbhV`QC2ZaKDQ7Q8M3z@8nCwO
zw&|+>>wHC-0Fg-nu~QsRQd8EX-E3c|+VhY+NWbnBaxx|$wySN1Ldw$^SRgtR3Y{E&
zo5Cx(dqcYxtk7^D7f;85UneUA2xsMs47Ng()RvaSd+NS>vM-v6gZk1oBn^{SWd-4W
z9H~sXjSi78Cz6Jwu2f8B9S*QBGw#U4KL1$j{W&s+81_ZTF(LlTDu1e8n=TVmM~COj
zQs|M_M~M|6!<4K3_fLouA}1?d`RjNWH;I@V76T7Sorj-S!T{{W&xV94LtEbuk>8r$
z-K)w#c!-};1?M8F%WFYh9lKS+`=fRJx0ydL+kC%>G8%#!X6zhB4G+^xU_`7eo)I7h
z&wBX6&lw-DEgUm4h=4~xSFx?6hk7jbdc26>5Qhi2zdYiG)X!G7Afs*lkSEdY+-WrH
zP6S<)wvsGfS?K&KW^Z4QPna`=T8rM9TeohTo$epIea5Dxz8^~#%!!`&p_ySq9w{fL
z+msDqUur26aJ_)uan77rLG!Lb<{|iu!ITUxEO5-^9<*Gf=<@ND)79Yq%b2#7$9XPl
zAj$*00rvsq4sV`;yJWuyVzP|JZ&bh?<fn+s-?y#CUvTM`-2zrsNf5a2y7JCw8^@8)
z+Qy%DjQ^`bQo926j*U#|buZ>p)EoH8&;MgM>bOzoeHNJwV2d2VAB@YOnM5M_hibj<
z@P-O0LmrRDJ8!|{gQ;tS#%nr#Ip3xAZ=AqvTe;vsju$0+p)Zfjg?gV*m+Ygy^|ST(
zBlLyN$}2@&?kO#A2t}7GpV^Hw@}F?p-ISXQFPt5FaIRNGRGX_a{f-3~*{e8ebx(rY
zAPy(P3v0FRa3f5QKi~EQ>`k2)caq_SpXUJP(z7(7ci=pF{-a=#`H-;|jE12&;tWu~
zvKoOW+82hAy^5l~-|iha$C2%F9{GYLFf@(hqVDf-#XkFoi*KzkH1}jNaKPjk|MC_w
zxC`fouiA%(+5crJWxhxGTRb<Y{P~8#JVr0yjmgY@XVN`9e9_^-XkZBjdAV+>{|7kP
zTE*16RCd<&PUGCI`2L~#_3bg@^b#-(e@E*mE-jo-Td@dT%^_casPSEm=^p3|tS=qL
z&-`TW8v&{L&Jern&@9an<!|xl>w)47|B=qll}#;6H1a%UBI8w$zjF&0Ccd}2a^KC|
zZ;T5##wcn>knKw0CZolmhL@7SQWQcPd<|r1|KZr9dd1g!j10%Ds^3rl@CK-R#hr(|
z99M0BQcoAZ>fSOf?-r+ZB!D;r1r+g2Rvh}rmK#Wv&QyrR$Z*03P%63R@!^DnpCQ$*
z#%>`Y-=fH&_QjxI%JFZ1e$~<moKpQlEE6b2+fPvwBoo;2#QqW~Iad7AA?YkoIKD_j
zr&5S3Ml(u>No;F`kE!<ty$qOrX*ARszZDX-P?|G{*S&-}qqU8wDJScyL3R;P6!GB4
zWp5N5S+`H%C$;^Ko5wXyFANbztmsY9o)`WOyT@_O`TQSAX!JK4h&8CN;Arwtu-)}V
zw)!f}HP>ky%In;CB@aZhKpr@U3%6i0s7jy)>Km+82-u%RI__8LpcBweybBppY+A8>
zkA$RsvW_g4A8tHNR>|YWMp*We1Z6HR$BQWnJ(KmHNhM_-k%(aO>8e=<r0O2c|KaMK
zf-?!bwH@1<cw*b;#J0^h_QY>&+qP|cV%wM`6Wht3@7w>$-X~p8_fc1Mb=R|2-|M>4
z;AjnT+2(6OCWES(;HUl896%@iCr&&NKY9>jLZGFx2}7;iv9PFW7)fH-2aKOF-$SlZ
zu53Q9nqPWX{(k8{SMLk12mnKN;t`+*`LAK4Cqfj;UD-@OLSZ@bhW%O*pQAn{DnK!O
zA@#vuzu;d-VXvO9p{uE7npiT(DvZpIv{s=8e>NtQOQ1Ha=0}#umB9jo1j~KVKV{kT
zFHRU2A2pt{q(cm(6bKWiD&k<=)4^=C!PyLhdi!@C4r%zgQz?#H`+;FYFQeRlkJs<M
zKn;p=1f4Vn-Vao!zbq`CCCK*;Qk_0~cPB6+XB4u$mB)vHkOtO&vc%ub7w|<M**XZM
zlQ?3D&u})N4pO{m#yq9JZ)ch1OpXb}iol$IC}kPt8988p9Rd|Hnh*p^dJ-&rje}q_
z6+M{@fO5-8n~@U<10=EbEA>W>lAt;x!Z$560}G?DsuZFs9f9qrC!jG|Y{z6rgs6@G
z=gU$E6)NvxL&G0IqRK8-9LS-7Z|e~^Y=AQ7T{5MhaI|cr%=c>?bv@pt?^lf)AQcUL
zNXYP7m?{7TGO(HnzeO1KBj)9vnFC-lOQsY3av#c0>=PCT2F#2TN3qfmmxGyO{!?P&
z#KR*`so)HSG02UfHcg%>u=S0Pl9Q0a<$>!o9E;~5R+&e2B4$1$F&;}EimQZq2;MS<
zxuvwww*JR1I>Lj)vUIw4`qWgW5Tj%am~<UVIQ#Q^OUS*}S&@0U#JI{SL7oNz_*#N^
zZDI^=z3K)h4lF4JFJaxsL5ePJN#{^82b8$P9Z-B^H$umt)gi~|iw_=G>=7i9Y8Gx7
z^;`;wKdGLr<=i4U-KrW;5n-v0D5F5GN}a9A?E4@|1I#hcOPOxKvLs)m)0~oRld6ZR
zj61tWE_lc${c%>2-*~GAtZ@4H{?2ILS7=zvxF$ww0)OEML3=n@Z-oQ;XlH+HJMOw{
zaBXo(N~Kx{I))7}v5|+6!wuGF8@k6by;GYY3_7$e;~{xhfl@XNDx+<)h%|K}syFpZ
zJNei;Y_7X$ie0d)8pwUc*ax!P)}=tWf;}n9AWmuO**(mf=;2kxB9&Q&A~MVA2w{K?
zSJJ`p0oxB>;i>%EsDtq3W4vM7Z&42uWp;NCi+e(7ex-@{0-&VRL~|-K$Q<cBig9lf
zm}|WPx<}9*ApT&e*^<SOMA>Qj6_!&pe_Ne;nI9`=@+h4FRr-3z)>N@NgG};$V}y-k
zuTJ$KvUEYdnh?XLp``V>fnP`y^#Hs|K%^2I5Ni|=A-{yh))WQ9RZk$l4o)dEzZG5e
zx0EaB5=PV=8!}-JsYukeNHiI&up*g7IW+KRg{oHR0ap%@PZXid-nE!E(Q%qRANaOw
zr_qA)w=?dWV(BcNV!KX&0h{<eVeW==oakyD*;x2^wE$Wf=$&lVe;ML>G27M>*j2U!
z+=Yl!83`u?9h=kSu%^qo-9K-L*snrbEvU{#-|W*yhHU`YLK?v}WWr-wC^c)TnRx4n
z$s;+iedi*)_p!O~M-z6X^Anz#a3%~HQU*z~Kt@f-ZH7qmKq*CN)%!iTU>Sx<jegkq
zQC^c-jz(YedG5JxnjWVQu}^*Ja`~A7Az=UXUk$@mz$)KyWC^iLy<8M(N;T7stJRX>
z+bc40A*Y~~a1u%U0U#AKU`5g3jgaAqCnK6DV?fEr3=rW`U+f{{H^Z-$tNA39p8JkX
zudBI%z)8B5qP5Bw69jJ_QEwpb>9nc0AZw>M!l~8F*Nrh`+7^c4_j!(uK#iLN-<eQ2
z(a*q`z%mUnI0m^8co!WKszVYTaOEjQM&gSn^EmS7Pw>ZB;HVmfK3kL%+m%OaKbzz%
zv(?zV9SW1-?fA`>cQtvm`mP=E=IXP%){rEM{?$5~ixN){tYx9>XJNon2-}C+!g7=3
zq-Pmo!3rSH-C0=ui()y#AXG>LUb><fuSRk@FwCo`f=rE?H2JhAn}ULwS>-lmvu{=a
z=y&qv{Hs3Ms;>c4LuFJPN$J=SC0vnJHGycjxW7X{wlEibkzWwM&3csi2o(NN<e;*B
zT73vQvgg`T@HK<Yb&v{*wAyBKR<%@lE;wq@59(#w>GM`Ka*Enh?8{d`8?{P`t3*+M
zM>d8$oREu9Rd_(9@Vi!6BpZ;bQ<;mi;fbqJw*9d2#L*2ei*#delY^@kaXL3%Wty+k
zuzLN{j*>zXb2zNZSoEfWE0iS%K2g(6iBF~?44a7gXxDok>nHd}JuVb#`Jf|ly#;Lj
zv1VF~j1lB=pQmR|R3!nhYR$6Iyil8}VjaTlTDNkxYOM@0$2t<A%VFj%aUdD7%AGW(
zK*lG(T!uAZjnV#$B7bHW$#IyE(KxoJCu<a$<k&o1$UYyT6`pU!9bAD)c9m?3H5$KG
zQ=q6Os$|m6YDFbdRfeiJq^K(|i~6e%F2fqNP6SUlzSIU;mt+@+#neFPM~CB#p29xq
zqA40bkFMB!u*mVKVpdeJYe}|S8HNr2?2S7ew#KQK;i^HI7wfVL0Ii`gCWf2k%b>q-
z*DVAk{MLFNw>hNGhyALobwSCnmto08@Pi@$C*S9ayZR@iBR=PY$&wPm7mVTQ+@Cfs
zU?Mr<2X7)wi|!K89qgExlY3kESyH$5xf=Fo4a|-orIqeRbC!f_dgjn(9Qpa6)ao$C
zI#hfsfvm?L6tqW05za~CbEQWfiSi*3wF@$N)Ub#|>MAYOP3c0dpVXn95oK)|iUy)<
z+s(EP1jC>Ebn=L&PY;AhL!4yf#WaSB^pT2<qU^8$;^GzH2X#Lo!cP(IcO_KzH4$TU
zH6zMOOdhSHb!yc_w$?Ph3(zqV5zc%C^bQHiI+cw*aguwyUng>hBrcEA!yP(Fe_RrV
zDBQuGsX^ax;@?pLLo?xr26LYutx37QvhQyMN2R&5G5abFvon^~PtXz!JWKims$ygn
z+Wf;Z!iv(sdZnX++=}M_gMJKfTuU6^i2SnOA0qX}lDwO;MVCcpn<7Qq>rkz0@A7e+
zUD9a=r0%uoNA@TwoZ({js9rm6b<2({MvZP^Q|rX5LBhl9x(G`67Rx!(-$kfO^RyHq
zGG%cq<uCqq$>GIuoQHz+Qh%djbp~JJc#N=(-54L>Y@EC1T>&df<ufc>FJ>!6_I*)W
z*Nn%!2@X!RMW*d=^PFg4!^dnLdPu!R*vJ;IR^p|!*%;ROF%LJH=9P<8VUo&*e7MxD
z72`JYZ_1oV{#4`UfSofgh(4G%wEUgJz+kTggefqW$iR*s4p$%gaP%?ObAluK*QQDu
z^A#K5!n$r!-j&*s&ymd*CV>MGP2M`z2d}?9yXgw4A&FP&?UF>MJ+$e{S6cpOK={x?
znycy>o7$STW^r>}92)30u~fmG>_*kqf{XmgWYteD5Fb7>RS$;?@LlER&}E7oa6VZk
zLSo$CsL`=#C8J>@lw%Y*1)p1oZjW4+S%wQhF3>{W7FhR`mfbz8D|0Oe!mwIHIxPnz
zsW%(G(HO3f47ObyclYeK_$mvd6`s>_K&Zs;!B#Za2dK~!=(0vk_3!KrAEHh6@{+I_
z&Hnvy+M8_*XRK>U{x`qcFb*=_`UcmtZGQIdCII7+jVgYGR%Lx5*gZbyz3CCzdVCz{
z%H-`$Nk^>#F>@@p_IM(^h~DCw?D%Fj$G?~8sW3)~r{MT;s*1%WNw8%gYu%Yt<bpF9
zFaa2Jg~V5|W&Y7LlCp#AV?5IQ@Nei{<)~mNwNAVG%ed<oqfsPM3n_P@a^!WH8pgH#
zd}qsan@=$Kon$aF5$<|5(ac}`t*bF$zp~hi%neJldrpcyC~rP*L6vk;-w{$e*6JDU
zEFS!i-fyLl#$R2@g2DDh*qIU@sH^cwjDswUh`s&RCC>%}bk>MwjtXpWdN~HN4!2Ut
zYt<eIiv;E@Iiy2b==?$(5s6{iI~elGO4dRTYiYBdk&+kUYFL@9alTRIZ|D~=eIveU
z0ll=}s|hL*?6*sP-&9i$Q&h<>Uy@&v;W_~1#dF0%@)p0;Rk$uPCI27g>;{o5fCdX|
z_2c@@Z`5o!iM?wN_fk6LN`cqHS!a1dJcH^jRF~2quY6~yFX018pn*1DVS6&n;+3JO
z;Db1rD*bCp!B5}7HKASmflPMbb1<%VPH9%tIWG(SEFWZ_wg-kK;pLDH#;nc_2ck>L
zUtv2O)DIh${OFjaV;adkD}-<jAn$fQakR2Ks4fle`4TY*LEYc^XI@^MFWrb6XUlgz
zcg|n2A@tJF?nr)_<Zfno=Vy~Ta;|awLfwalUr>gc<>?%yz7nL>hnaK0Mxl9C8HAV1
zkIUnYy<p0{+tCB5f@qTz0rBsNX0@5O-M9Nq1fN~oP2?*f=8LkY!P--9sGUF{`U3Lc
zN0SQmh_>hQoHHwbt57{Q%<qZMILeTKxWSWlG~7eS`>IgkhWH#*)D#_J1^uA6qhUq5
zodm%o`-S(?#d<SHWwrqz$7b|Jg&Rn3<jz9#ipvG~JFIV+wcx112~O|G&Phw`&F_v2
z*3JuLw~e0{ErM&dz-3$LYewAB<7dwI&dZNd{sWnJ>6OoD1D$RX8B-lw5{0&^b`pcM
z4t1&sm+IV;T5Ge8RykF1;>d7Mf}deh#tk)c3#;ox2+S%o*=C{&0@{;H%^t=*IrYD0
zY|%%p#&RRgJV&67vo&iszzU>ddG%Dj+POALuDm;+;Jj=#A}U=rmfSWF-8Q1#Hsqf7
z{%`t8eLWH4KcT0_^X=sSi9rSJ)59SCXFRwj?Q{SW4Fu#QvF9Hf@H_Q{DL|QiC`W+|
zGf47g-WLY~ih&6x2?MG;ND`j!7si;FYHG;BI4z4(rCw>=tcWQ_pS-MxQ6G@ZoKexF
zUa`y&q4VQxUQDNYNxKt}`qlOHcgpk@jbg}qXY*p~ZO3_<|9I2cF6ZsaL;+<E@Se-J
zE`If53Ej<DE%<f<1b>Zm5xk!RdzI_}Chwczyk({eD4kph$i9bSeBIBXyrwpN(&q|d
z2F-Zi|9q{@4db_Tj2URhHXl})Bm^A2P)G8^RSMwtf0!~q>hyiwd4T*F3-b3JPk{}*
zi4J}KGdOtX0TFwzf)ty)%*7b{bORxv#1ow7Px<$bOyJK1Pz+81Ybe&NZdF31{nsA#
z3)>)WI?XU!u#68|WT_0ZXhgbl7Tqwl@?^rks#X+r?F~RVtL7R%zkx2c=CIu`<@m*2
zAUFRS?5EoJ5NDh2Ua)|+l`9Q~{$U|&wS4hFq)*f4KRPA%^4RGH9yK^%zeKb8v21Xq
zPt*E8Iu-YJV5-KmC4Ftu$MpDtn(l!pD8tB|OR%+1k(5tMELem10gqOjwg8YBd9fN5
ztu!KS#nU4@b>`;QlQH+~2vJ{PW+Ef?tQ#LCoy}eA2Y_>YokAG!=%nbt>FJR;2?L8r
zKMx1K#OJ|LWchIWq8}s4THzqO$3f9dgTG9QNlcFmTq=|e)DVwKQ`%W><0=cq#cF{R
zMf3~;2vzcT$;OH|Q)HKybqGfSrfeUI!xf6@#RCax^wvDgaT05l>Lwk7IZcq!z2XTG
ze+5)ClN$RP(NrQ~(-+Hy%wfzY<^dK8g6$&B66>(w?Ut=uTLQR%58}3s>bUa*a>eZR
zl1!VxAe;|6mL|<c_HqLzs|Cvk=wdo;OKf62c$1|(%RDXnxhlQ>diLK9Qr1-1+eMrZ
zgT>2P^BFZN!7QXzwU$k5y&&hcFlXW>KOT=U<)&pp>?Z1?OTqR>rPQDYUvFDdJo%L?
zmqKNYutDinOT_}_TcP>u{}RP`&DYD%nTiJiHP9EpGE)H6kFQ-LhLWuw>tNLM;;ry9
z&a7sC%-A1Qb*c{P=b&8r1^HFpYgWN^n!^ZV*5K-Ntw9w6L5~YKbLw7}Hde9Vw9wz!
zPwS7U|D{m+s2s|!i6vGt?VqG@H(+U_u#?m;dDfM4kEkjy(n3~jqRr}<2$M#ktJKv1
zA(L2-tUz(hBRW?1{~EHvxD`q{Cz(_?icff^*~^zR4KVx2R86Kx=+I%)M30bkERz@u
zLsnpT!7kiy+u1uAUGDyq*aR5iu4}~;<Lls9JS6zFH#eKzfu?Do+XQS_MuHrKv^P5|
z%LBze#Q9NZGk0|6v}b)%>;pvXC+qHkD5KT6J0-z+prR2S^VGN_;ufP8Ko(m)=TsL9
zomzy`0<8wyMl9Qw_i*LhHt-=~vweEFtr`@+7~LhT7)YJ_iaHo@XbnOnJm#roYoP0x
zWjQBDGQ*tXPXM!Cm%RR@Lk*E&6y1fL5sd(c+#fH=Nw<1u%!h#kH|HY^F866*Hi@WO
zc5O0oc9-<6F-}A|!(&Wf4juxu$z6JksrTrke{>CD?Pxs22To`0AJ;f(N$Ya^SvcDj
zHTQ@Co%GigY}<H01}k+;yCHrjVhjaYUABPoE-Ka<o<a<YZ}HF=5)Np|ix0RluGzvB
z8XQKB&2}($e9nMDK)co`7rhD)6?5Hg+x}`_mmv5Xr1NN4x?1c2MYi;hN-yV5DXMFs
zra-Wmxx1JhBC;X2kq>RIMcULvloGsj;Iz$#j(IE^A%Q3TmQ4w~<o(DK<439PZ>8jx
z1$G*PU&s|M>^^dPk!l^0mr5@a_kQE4*Tpnj;=e1JVlUNRXk8e)7TK79$%~~C=Jd+o
zGbN$m9nxOR(U*zssW(S7dbC>~LLz58!L^DWcm}Yp0caz;49&}Cp5K*H7}D5LE!MRf
zI7Uy05Ed}HwX!R)H>UiwqiSBh0|~uW>D03WG};>e1TqL*k4^XJtPkVr@C>s@_(;#Y
zP`dL(ysE9-4~Zo^Y3~$R;mryx^g}Y)y99eJ9^X0C!PqXmZGGN=^rn^Ut@g9mctPq>
zIqH12lN>8$B5O<S|Kro8aP)SnAN*AL4g!Qua^p#GMK3(#bp&wxB>y}Fr}=ppin4F^
z_d(4w0jctyjlYlWt!=AITH>Ws5z-esqd(Na0Y7xCxGm?WKSVoF??^(7lkfm3xOdcL
z{072-MsQl8?49hV`perpcyO-rOQ^^TcB@K#q0t>v&R^24N$q0jC`nP{<=8aw&MECS
z_7Vy7#2kNXhfGx*J8P*)j}$-^ZCtT=IAF$AG`YArTubmWq++<AzC-l&Zk4$lMJ+#W
zyC@i?XVir<#xw)y?54Rh52rSVH`2ZZfADwe=W)T5^N3v3IL_CvqukpWOkd%nA1{`i
zs_8K!PD+U^chWSyLyYjqwPo)#y(PDd*jRV8pX_$SP=!+nk50IvAwjG;al}SSZi>cx
zS)SZK5dNWbL(r$V)YDmoDs%}St-Nr`Qd;zRl<I7mdi)>&VyJnE9&w%u7g3xUKeH&H
z7pzpiV-bYlwTu|X@Aqu0zqIa0`cmp2KD|RH@1Q;%bN}9A)1)hZXZVUQXF`|ZZ9&w5
z3fD1ubc6;=uW?n-R}kE0Lq2xIPi0k}=+QluRq=G@Bz5}5XTze8X*b)7|HhZ~tSU0S
z7;IJ0D~TKgL`la`d!Rqnn3Pp@Ql1efg&CnyNeo<^XtvS&{ZltlAIQS2Wz>N{PsWH7
zJrNI~Bc&0qgR8vds+Au5HFQ;MvGNG!G3NPG9Dzf2oz*j1a;vzW9zV`U+In4EM^u<~
zZj6;AIlrvu7n23X16Mm<!YAD@G#A50>>?naV~d9$m>BfW5M%YTKvmilA@k{qFMt$o
ze6H5=oWij(q53m`chmP=@`NgD?HfRSXRq~;U*y(tUf;%;po8O&YN!$}tZ-s3$TdG=
zNJZhXYNHWOA?)eNnzq<I?ZN~08TK{aR8foLmuY-#$>nMK(<D+ixPH~n(A+I@nZ{n0
zU;Zo{xDl@>poZNR4StIR(v1?xUR$El*{t=$1$w|!jG0$<A<{GBl*CvmTN34%r~3C5
zo&(t5-*3in=4I}=qk$@Rg{Xk|OrV?6N}%3KqcQjBRWNL3?A93YyDW6BoAj<09jUO$
z@_f3GGnEOUxy<NzvOU9OP(H`oA16r-4d@XDa$uQ#&d!!b4>im5X&5z0@s+RYrNP#m
z&_GzF<0lsDw*X9iTYukmsj6u@3o~I^>X$T+Uj}2z8-Y>sQ#y^-gQr!ws$r?9|28tv
z??Jo5yn71)@r<*Foa!Ut1i_0vErEN;>Q6R%cgP`X#2Yj1Sn(Reyo{5#TlE?`x(o{k
z{%Uygvv3tPW;uJ`Bukf766BQPd9k@d4Q*?0=9yrrZ1yBrPcd1+^l1P?hrr93lYj||
zS~`NKt>mn#(ACn?*J%$ce|ILTG{8s)4G@)yxu(GBMd*m!l=|B#*nF6zpPPXu*H*%g
z<MlqUZA&iS<2E%ujyOSMZ8e^%%0hnv>_k@OkTECf|ClXkzPx&u{uLSpZfL92>Zo6<
z+<2P)b;l%Z?#q;Mi=9}_zU!+U2g|Mo^FqGmTuQdnqgaKY3M)>lqiqsa?OZTc;}Ds1
zXdZc{8*eP$?C4KeK3kAru|}eUA0_GL+yNh@b3Sh-xfiSUiT5R1{QHnxYun@mXzM9l
zymFc+&A7mb`B^&twZD;0LG}ZBFf&@t6VUv^(<2)Th|c&mw@cegzNYf5vZ=EaQeTd!
zHE>r>whpp<aIZ|ii85apygZrn)jki%_i!0~m|Jf+Zcgm<t)3Oh&&W%MiaAA-CLbti
zL`^51#-T_LUB-2tUxGU`;8h9+3Yui3#naWv&D>e?*%p=uk>xo3Vf->666wyaVLr1y
z<!RgotgI{`ns-Oq{o=<uvn$x5>J8t<9T$nTl)V`oavWcm6P+E8NgTx;3s<=W74XAZ
zbAccKEDMkLBSFpv$968P(2R1Tb8oxYn&Iq$0cBsvdtqx{kRqiIuZ!9Tq(f&~!Ou+x
zJ8bsX{51Oh;w1KbvaLLLo$5b5Y~Mea)tp^9>mipP7S|f=cKGHt`Vt?d?S#DeaL1~A
zW}NSHm9ty(mAx)CseHL~jbn5fA#Hyk>6gnXAb~&?G1f?HWgXCMD<HSAs?-VEez0hm
z*SK=z+Mi7tR{dO+|J)x1TB0arLH#TtK5eR!?#Dehyl@%DwKB?{C0O><sJfaB<WO&q
zb_J^o(b62WtwMFgO`rZNN9{n#<p7P(Jk_`dB|K8N&!%1UKo$LmWX9uEv9(AD(J9Yu
zPIyxK*r`fvjVrU^=2Un4-@uXRvj<ZHR__&0gLR8ir0_0;P>$q1kP6d$&V)@#JF#I5
zsLYGWFP+#3vmd46=v0fk8hs+RdZToH3m09a0YK{(Ph?Kn>|NbEGU744Yk*p&7a*!F
zavv{LO^}m1He|l;fMuG_Fa?*Sm5)u^xho@BgiQ~(J=B5L-eLXYg<nmHPcdOLfpe0(
z?~zrKk-~~dp_0J>Y;9FJAv~G=AmeKFs~NB%E-z|3BpkmvXXF<7@MrIa=<TGY^aB1d
z%BYu}?O&FKlA^r&&DA*cfMn^Bit&n$So~y|`g7Lul__`wEp!9zRp8_Mtq&RWj_?hu
zwr7uK);VQtd1{KJH$LFXPN>n!ZCf=aB*_1{R?3Xj{O-XEv|P@RI9UXzSo!l%c#6~c
zQT1}fZE?ii@;KR~p`CNXHbI%iP(o0;W}NJpK?;Rg$}+djH6@q&eu9B(vCihU{V;mp
z)onfRXw>PF2g?vs$vUfWQpzBdh2*l&?C%Q&c?QSEMqv4$wLD`R2%-#hhKp?84+8sm
zI5rM~lOmuA7(sEWO&&oR=33V?YKDfcQ&>Y}DLx59j%OGY7V;B*LH_WdGtyk${$6{i
z<#~To_DBXVeKQLFRE}u~9+nK6gK0WFEO*0H3IqXRBe{`8%vwSpDQEI{039rgExP5P
zw=i`G`SeV8q&%JQtfTm}Et^P;dX~Ku1Ju5%FEWrir~B}a{Ce@u<{8!Is!ZLV)V-dV
z3{~W26oQJ#Q;mD;a|<ma^*JyoSQs~Yv}d3p8oc|WXwxi<Uj!F@MvFp9OQuM2b=bd{
z8|%976gR`L!ag&xg~7ktKpG?a$PIwhgMNg|tnz)u`YHSgyUT3)iCXId%l$tdOKwlv
zbpVjuQ-=41?q0oF1<}))rwpsRaibimo0^~rx0|tL0r!5yWp<tY)3v3uX%#j01t$Bh
zXi4u2B^$34u@fKy9X&d5$0I4Kwj&Ixis(4MQO+zc2Yo(6KJON!FCnV94Jv;{3GOHc
z!FfI02E{PU-%Rkdz}`mdHVC}*KYtupx&j6|3ql-kBb7d5Z0@6S4Ylru3KUpyrRE&*
zEka(Sc*)i#K~LJeBAPQPqE}zYTemK(pEV(ISC?j`1m!K?^ajfe;U*sZ{MDmSo}c^h
zgcGfJ5)Dv<DiWNIHsK!eZ#f|>_{#<PZSC%$-rjr|0iCr+*U(TGXp)ZFH~CTB!3>nE
zobIpP{$wwGF9H^Sz#se=yb{srR6bsQ<J>#ccoU_XxoyqkTlguib;_xjvu7{Hy#W*$
zPy9elQXzM^e|w+f8pclsIIH34P#;=t;+MkjH<@w1lsvbNoDM9hyc;wuCym+Q+`N@E
zEr>~(0g|wzrUM%mRnQ?VNlzC8=78#ON*L8sRILHkk+U5^40#i?8&Fua17mJfeeBp<
zux`KSj>af!gv1@m3j!<ie{C3@@$QP%6hASW#8P8pdYLX<?FM46hN~|EY+bcexvFjD
ztveUiPn+zVwYem9@^kXE9#>I|gnCN_SD)Tsl=HQ@9}R#i?IGUcq?m9*%)o6&<BT{m
z$ubMggdQ$=gKb2{EX8=4Lsf={$*2Vlq*d1U)ECCs1<X?qO~i*nZQV>)>I|+zXF?88
z!dpER$FHz9F;z}@v@9_Lc1%fj%t*K{>@}$L<2j@pIfK#kt*BSLGJ6Rh=zox9SK=RV
z|1^|(L-KBZl<f$yyiy$9c#CEYXTpcv(Ga~OJW#&dfAaQx#ge^GL7J^iW(}{oO`J7(
zXW6&D^Nrac9-+IZt>F$AdQAS`X4B(4!GD`gtyrL-#^5mjX)>W|^kJv^L4Y~}p_wfA
ztNoZqP>c&SbmRM=ndXoU3sy#s)7`i$AHe_(Z*RFf9y`wF$Dam*o8U~r*3?nEnrP5W
z8AbEhXO57Rn({3A=2^z3IJHdjtRpxU*yvG>QBorq2WlhSBi2!OQSfm38rLC0`b&Zi
zBG!eL9BLCAsw@2VTg^))SHb$g>W7>TL+F$%Hqn_{2erJv_#4$<mFnyQHtS$|)*k*t
zkQ1)B@?7*Ncmz7AVKZK?R_Badh@Fe;Rck#)%eoafRPHIKHEBJAJ$h@Up(PIj7v>u(
z9V@r=yvM&tX*M<@I2`|VcnlVWH-{W~`Y&iQuJ46tXfTO(QmqNM9YW><1KQcx4(GXo
z^4YNJlf((_;Sg?4s;oJd8_5;yweaS$GOoOQaeuVy_$!$vVVj8u-(Z=f=d&V+C)W?O
z4Yf^bn&}!<8A%xy*@gTSuS~K1Y3G(GKQi@sAW>clIsYO)_;{?x3Ue+*MEYC1Mz6J6
zQOGBu9HWb#NiH>Gt3!1S`0}OuZ&%*drBbJwpHsGVI5X=ffe!7tUG*JU_lT8PXNzLZ
zG$xyW`j$eOyYCj@8@I(YzmOh*HHJCfD6Vr$ZsJtX?c%yY$eE3EWs^|yHF{V#eB{(D
zvVtw8wD7PdR=vg1YGv6W#DZ3>O5ZZ!eB`uu<1*sZ)3lmHoZ4Fjq`y8V7?*jneb}0#
zq{QeVb+{}?j?1a1#L2`dSy>YH^a-C7{tR`5h2@JprpkrxC_yPi8=AW!zTA@A5?-<W
z9O@C})BnW1iHv`YbCXe%^eUo|#4MMZ4_d?klobAE^pbdD^OE=ycr3c-Kc_zZIPack
zJqMh6t-Tc?*ImVn_r!J^yb^hdzxqCQ&*vKb4133diW?##0B{ogL-kbneSkgUnBs)i
zsF}BTLQtfF>;41l+olbXL@Y2cnv}b%;w}Ed-P4!a01e9Vo$MlWoBN&Cqmi$#Tqfc8
zUHrliIdW;Ak@G-vB)hX!C^5@%|KjBp3YQI#|4Z}t^agK_HG}(}^M6gIw$j6Z20{O~
z728)75F-u;0+O4UABvr-Xb6gwdSL(xomy)Q3e|dp45|qC-+|R5t#-P3a1an)#6-{!
zg48@?P?%O1T+sLbHg;Q`2|<hgXN5}w`u;!m<?`PrUku+8ySHzN9mBWf1tZb03^`Sr
z5|k3CD5H}pAem7l*XgkuBxDIceK~DclAf()VJ-?crgN0<2L_hHDWKFuWn-*?iYay$
z`8x1)rf`jXebD}!vT<Y5=67PO;AHpHrq}dSme-ZXCimUWf<4G;3{d7|zy*TWk=5Fq
zEUS+mE!xiP(6;IY+uF`zilC}Jk^Oi5U%O@CCMj{GmzcNi0Ohq5>J$6EFKo5D-yCwp
zb5an8x3&m8A=*t{5PO>40O>PA=1WzW1bNjk8!2JpHJ1S89xNaA9<{grfD|A7J`OA%
z6aBsxY$~Q$t_kf-q`R;Pw7%((3`q~s9$bhsngPZQIjnU2b3<6I<f<}R56!+Ati}&u
zcy0aPGuazjk{;syOfc<)ipm)5ip+-d$>tX7JkpdpmWcdJ6>VisOcIuq@^9JJDSv9S
zjNecZ!PHT}#W5zG6LWeJZtKI)YIqgJ?!02UZ*JgCWqZ+OOotVPPI&LeG0|s9m2JCv
z!EsO}H`u?J`&m_SXMFZ*#B!YZb{03FZniq6DEq>Ane~}@MiH(`M}E3@cfXXZ6;3kt
zLI-bpB=QDeY0+LuZ>vC$gF7T64R>L2QYgXw_i4%HC2AerIx|C_Z*DSKP)eGem1w)H
zZsX`;TfeI|>=L$yZT8%@X*X|qVz{w_JZC}%y$~Uj+|;&3S<Il#RaE@}IXnhwPq8~g
zag;mw)vpbHrFEfiwu9*T7CNF`s|j=88S=5L#*AfZEH&u2b}#TEkthS!vFUv^!!p2H
z79lQtD<{087$I#9f2&B&JF>BX`E0N`xFDYNVT!DYj#G1px&vM0MDOHdMcmr$OKh!m
zK!xKc9qIAPf!IWWD%)G=zn9OyC-FIAcxwh&+4T;j69dk3*IQ=&x}ZID89%ze`fr6S
z^p~$fU4yvufj`zJ4rC*g)tfq?M6k4+u$OdEchF|XiM-e;jn1@I8UWgTNImgQX2por
z5UR%eaq?b52_8pf$&Ki^I%p1aU|X5#l!?yBfEcenCtVz7gmJF04;Cb&-Z1+Kcf{HW
zNs+{Q_)fF)etn$olSD_v4zqj1+$i4>pdUMU)gO}-APb<`Co(PZh9C>8u6`se&pBIJ
zMTMrZf#{&~nK0WyNG?RVXpeTozH&{9;u^}jN8yN)h)FIyG-g6cm;Hju#LBaai+EoS
zN3ajs>>b7)c2!S{sn}Y4USo~(z^X(Pke4gxWys<il^f=+Gos)qJ~U(Y4%UlyV~umQ
zTNSng9DAnsrOc~rK&!=|30*~v($eA=hHK2Y$hlU9X{+eC2g7OU-<fy@-^Q$~?6~(k
zZR^N1;g)BIYK}5X^)r4hj1pwdyIAr+N$MmRl|JE1eZvNt@AF!rtenfHy&I&xr~JDe
z<WwPWp?Iibe9@pNS4}-{W~tCue&+0=B@OHaPCP?@QWI%g^PoBims=r?##+Nh+`@l!
zu$-r&p?;y&*#hPaVl*pM?-BAC)@-r$acg7U>Lg^zD%WF{?RAFgBP|}ukF%0>>D$Be
z5iBC7MZ(9Vr&4Wr%5F789lw&I0*%l2P#^p9S``D$o^X(i^z?Bmy`}r)=8Em8Err{F
za$n)g`ifS*(2L4rfmWjPhN~PE7~dh&bdD|Ej+V5`xRoU>YW3G?;9ykpr6~bpMa}s6
z4yRNX?u25BXsj0FJ%mj(LsDgVMa%WAu5>@xh)B(7?6rrVu$x1Uq-{h^6|pUb*A5!9
zKrZz9wBGIAV1HeyDCXv)VpYwH>EH~oHWa(Xw%9?|+AcS}u8n2xXLWRnfpUENmJWFy
zd-C!aBAWniV?+(PA*KQe@t4TQSFVo|$(`?T7d=7sg@$Q)XdC@dq4n*}QceM6b1L6k
zh&G>B`J){Icg%HDvoP}V!%H3=PUkox?Rrz)IwJjO)4UZuRTJAv79C?gU)K*{FJN8Y
z`ZRVFx$@=?(jBrWL!_%aWx(HcHJkwi?cb_Ny146k_oSC6{ap^>WLGIA+tumC<QurY
z;O+x-_b1AghLE9xvsGxAa@mhEgKcj3J+)~LSzGYj%>Y!ZBNA|dDCU2sz32x+!$D8V
z1`^$??WeAbt~s~E<O1EPK{b0ol*$MjLI^zOObFf4kx9QZ?%Q8nw+$dpjKoiBLIM~e
z-rzCrW1akmlE)={|L!z>t@=x##~nxo>>wl@qn7Q99QhwO=bli@jQ(;!OcIbehti}?
zFmM{$;fFJsGW&U_#YxZ-vHpf7TG&bbeRoX62^CjMdU*DIEz~5Ax@ZvCM*><`2;o)*
zhJ9xa#R1EYAPeVL4uMq*G9nV-Pk{VXR05(I(KnCT_d3W2puyKdBKk>rSPnM^JrEb|
zaEJ+N8X4D!8TWn0$`m;^z>K_ab8KyyCF)$|ml7^dg8SD&7_=IlR%3d9fRDiwy_$^{
zYnG!v97^u~Pot*T798-E?3JWZQ?D;0TuYZP^y$!13e-B>-Jb9&bMWohfm$Vgw1aQ?
zN1ea=I(%DH$HZ|RbF3vO0s2sVR8NPNi&K~!q^>aj&)uQFU>GDdheK+RHpKgZS*zN8
zOTTOmh93Fc4sY`3akj#i7CS75*tD5N`+wtQFI6XjU6TFmiYx#=+7(<5U$jBT?t=0~
zyxkxWj@-G!Fdi^>iLf@h!<F8UZ4WfMXR6QaioGY8?hsGTx92`gccTgx^48D%L7Lcg
zh}1oF-w`o_t14Z}W)qNoA&b<wQPPb{bk8~@ExLi7M}7JEzcwbSk~yd!Am3g%Z5$8~
z+}2`7P)hj!>Yp{t5V-5VVZo;SARuJ_e>VY>I&1pP&FI#K)l^-15Ip{--sA)nDme}Z
zQGrE_5X_aqL<E$fV9utEPJ)Yv;;=+YM`>lYXk`>n<(QY-T5Y8Lk_*h6ns<>|Xp-A-
zF-T;S+hCKMr<ZH|06z7MGJ%65lzrLvTx~sMc|CevcHeD=Qs$5qhz&T*LU_&ybI!iu
z+=Kd*0p}zvnf@SK)a{bJNV%cai!QTd4P{YVYssUj+q&S!I$mq>sdJ2QQ>BlVI&&z*
zHHY7_N*(+`!j-uyUhvJ?&(ra!7~w|B8L_bTmWPtt-$W2d6>w2Tvyhhcz@32rIhOGQ
zgZ^<#M|o{(rCW4^AAQV26+4p{c!z&aH1k^-4rnp{SA?=y8Y9vpJP^s*5sER{l3nV=
zNx)!VKmSG=nm+F-D`~_m?K?_xd!6B;KY@wnlpV-%=Sf+72lYp>IT62Wt)E?&_E>K>
zPs1ZJk!5v{EF14I$qBYz@3vmlmtpal1R8IXs#6bzwv+V)lH;gU>cE^bdRGsr;_nu2
zE09O1c}94q!N7N&Y;zcw|0)j-X)IO*FR4)^VX3ajA-2jkHOMA)e~b3`A~DyEGWt-K
z(#$Dv1RCG;*34<S2f;I&apf6KOaFAY^7$XzrzWleX}%zXV6MY8<%@RocVIZoUh+Tz
z;9Xd?O_uE9jJuP7MBuG`Fk|VRInv512c)Z|s?_an^fbAcZm@0URjV|&P}90t|F<NI
zPV*bbD~hCc&zb=)O-_FSlcs`2l-~DA8R5~drmCt*h%|0Zjotcnkf+D1ic!-leDoNW
z-a>jjvptx)eesGTorRWPz*)4dc@AL_H(LLmi}r(IuyYv3-E`wp7OB}iK$bh%4oGU+
z6oePK4)z(>%e<-DG*_dGa_b&Q<kK~A^?++DtWp5$@!q2hw5~jbhh*;w1eit(;ya`}
zUBDS6=1SFGzf201ufRab$+jm_SL4M2ob`(*cC;7IpE$jya>z9@g*EyXux_Cj_xm?B
zi`utfQl_I49ObBXZ`cF-*z6&`fVV25$o0?QIp)+2TxX^nnfXq!r>+{Uf7T2y8A_Nd
zN>|`y)nHk0kvlRcm@pJoPhmsqTK={!o8scJo^055Tu>ua{}r3-UTYAZA#CiJLZE`0
zcx<2K$W)O?)Lp0eeM+rJD;2?9_t;`bI&lu!hY=&=6Ry2oxlWkN-Z6I#0hER!u0$4-
zDSWQA+k|{fWf+YG{E{1UxTs-S$1ua)nM%?>06gO4JAecc3S|G|x!a5iAXiWC&zrLm
zx49t<>x{*zk&CN^pi{JO#%f|_#3wW^5iJcb`hv~`Ab53MPMNc+!#7#KYr*tv9<X}}
zSx=%Q#@AikgF(vNfJ{6F17!_Rq%ZWfI)LbYOIDGgo!I-Ped1%^Z2sizOU*?G;`Y(|
z6EFf6jz?Kqc3pah^0|7lRr5wttcD`{ECM88O0Z;hbQFPM1@{u9SFKrk$e!EEE2qSv
z$3~q^ABoq=V@BGgsXS8$bq-oYr~)0^)*^4o3;_!?QPrsaIQXYJFthGVUM#AfVyzNq
zX9;Syf#sBA;h4jx#x1ieo}V8tN}YA&-vzaa=Yy)@s{rKMmaXtVR8_)s@-6ru2IPg&
zYdSe)Ew4UeEYOLtW@6UXTx6|GIAG4UC@7i6EiJ)@Va|9V)0Wztj<U`nNEf&?&EXIy
z`becWK9ZUwYcg>jz<EGp(gJ?Kv{2i3YBuH$w>sL6l#@dCXgb>qibQRvkM+=jh!m6a
zLFNI!L}y>c2X~p!oCPd`^*l)OZ|9i*!F*2;V8swj(3WlKfDGHp{w$xI0{BO7(nW2%
zPwDm^#sdUi`B=4`l3DH&XT#W?|8f-^Zs8>`!d3{vA)tr?_`7#NGswu<psaT<7<VT&
z4841z8b>#Fj)H((%aAQv{q&29Os`rPpBX+hAO;X1XOTN8_}hO3*$|xSu3WaLEH%Pe
zt(QRb)qJAQTV2=BUp;Gvt;d4tRWggW_ACD`tz=E~V~gsLL`ZJt43G7I@GY@FIvqql
zC|2v^AgVGS*o2n4(xa1(1=-$jfbQ0;`J0DX0&pgfue;XF`uEecC20Bd+X#0&b0Zur
zSbO*5S-7NX8{+g`OrYp4^*L_DVEKjiJ#ISm#b{FZ=qXevf6lxbe^T~HqTyKy<NHuH
zJ^IX?-8&v@;RyX2V=)JGxjbaZR=AdO@urXbEWZPyd!q?2=iemq2o5Wpy}SB~AKQ;D
z^_1Uz|H0+~hUP*Rzw4PY-yogx=t)Dn_{Q}95bbs~oqzVo?wt`7vcfl!<N1m+n0=PW
zI~div51AI+`(bjOs$C8SQGTcJV!@*)4$b!2KHa-(0Cu7w%gt}CW@y*Ar+4bqPgH0u
zCcFd8Y=zq)+(5C429ag9dJHP#O{il$1hA6^CVUy3xwH?T*bDX9yLJR1<=yf|18eVo
zK9gq~{MBIlG%<%uwz#Rp{gOIfDQf$g1op$$hc-8h*Flnu?e~JcKhS+<PTODaxcVmU
z%)i)vmX3VQzw98`b`O3nz3BNu-hHMHUr7Ozdus2X--&qy#?c^z`ZG{EB*CgAv8X#F
zhwm}+&BB`|RpWEWnY)PbJI4GlVY7cO4Z~c{4oQALR+*n{@#T?p%+f#P1<E4ljH4K)
z(M(*K<)bWkI%_$=ri@MjsKfy|=WNWvKhTZbU5e9+!vAo!A^l#MJq5h-n39#87*_zt
z=7!lETNtKM+dH^4WLHihvKNOD;weif7sYx^yZsF2#PTu9(vrn$^V6o9&XYJW^f3Cv
zhw-U{3WzUHI?`xItoQlanuUTE8EnQF$Jdnles!cVVx1W0YZiqMv#{|6;S1bUmi@cb
z5$5kGk0dX^j+adD?)Ip3l$|`E%k2ObE)6Ry6-1hW)!VUwsC#xVFVfIDuMEE!LoRd$
zSw?J8I-H+wF}ubYj<cEVzMcG{KJ}s1bE0_~kd+DX;SEEiucy^2c^Q;?OT$9C5}{g-
zK<94jFYpY|5tC#gLN9zD+Jd9NqFnKtH*!xd@t-X6XvRr+lDNFQ&_VNKzugD^48U+E
zT3;8r$Q(ZnpE8whe)K5`_W(BopC<g*Q9gi`@`IE5JBx|O#J8RH=ipU%n(UqHX>!{7
z#0#1mMXa2m7rCT72j?|&=}PD;jKH{9GdPHe5sCc)Nr^`N3HMyS_}`IN0<~BMI_aO1
zItAN{IDvV2MH}h;_^;3+cKSa+JokS>XlaD8BRzUZ>x|=Z_;|Lq`m1Y;&x^?$n67jG
z*hT)uI6Lb8BT<2lBUz?P)#@2ysh^?a-SamwY}WHFN*Bn2!V<qzSvT$zWkkvp(9os+
zr6?I-n`)MUK8odOK7tyfs@(@pnpG0wO$dyKr-hzE(PZ|vBmEAetP?E(m6TMvop1Ib
zW!$Et`CP?CS6R(&5q@YcAvyaQ96ty;nuE*Ilh+z0^P%&Aps$f(-5;ET+xg$-H}pPf
ztY$%<?%Fku{w+9~?Y$e8rkzTflMbF%Vh%CYtBnmijZ?3Kf)9OHuS!Q_9QsAevgFWN
z|H5J>aaK>suddHg5lWW@gzGBtw-wzmaUV2i-yd7;dbJ$5z!@i65#gJwT4{lJ_cHU-
zkhm2Km*#U5)JUT}v>;e$hutDzGJBrv#_S<Nn1uA1JhwP<S3t%2_X}_#6*lhSNLVgD
z^2lV%6?|6H2I{*HA`D8g?>H#QcT2%B>`S}G;ed~06&KEt-sbNKj9eV`H0>-Mc)<e1
zGNh+7wJXdND{YSHz|juu2}3qe0P_%ZdN)O(vMMgO4dKq1MmxM@&dO5|tp51SH*MOT
z6bBM2zlK77sF|^|)2<{Tes-}CK}x}ZOG1YF0;q=f&)X~GPm16rt;<v$?N?JHGDCzX
z4W)!U6Gx93o*;^Vu`$s%rnD{C`k1;E^8QX^CRaF}9E6h@**-X63po^HL}4)gl9-h=
z=@3YE?aZ73r&~X4grPl#LiTXvx|5vP7ceb8wG3xLKzyr4>k*1ti3bnhYdBFQ6Elut
zcwJGJ)6B`-v-+i@x1cjT>O~Z;>*YQ_j9m|@X9v>%hU13;jW62Y^2oStm;>+@tDTi|
z#?yT&P`#2)rgewK>%#%c<$~v~$ItKi_@~U={ETtK+);sImGyYXY983D|6rRX0mdfD
zFWQ@Y1Pt++VHxS;`+rvk-BVQy%xNTbXO$I+zs807{BG~|38VM#`+qJf-?FEl_NXu&
z6ZhsVBOmw!8OrJL|8blAVofk)$*8ue`vc=8y0xa-E@&8>FdSau>|^j0ih6bcwwgaR
zPUeure7H0fb^>3X_Ym4qhE4T#P0cZ(fH<;l*g*VHOP^J0R*@F5Mng0PK7y5gH?Xwd
zYsEybpxE%y6LA9CIAuL1<I^lbA9ElN+oMthvC%~c%u7R^A;sGl{??l!A3?R8SPj^k
z_mMMRq=}CXA-E>~fR#-P$ZmN%X(X9$K=d&ztbcg9`v;S?QpNi__F+dUi}g@c-*!v9
zh_~>SXyI2i0|Uwin^I|{r>|-$Z~^G@8rp^Ao4GxEO8?@a;`>P>*qgue?_TCLSzfR(
z_pCq|7`1dtd0#-$a%Nnxn!oV#ls#L&<cCR3ZZ)Z%QnBYJXtj7E@!h`L0}CDiU`#1n
zI)Al8AkOmX-Na-Aft6|PxciXNuWN0Nzx4=RcH3fvs4atpz}t9bS-$tM?5>K1`LJrJ
z)zqbO{o;c+a7&cF2P@u%=--P>63J}+M0J${+{(7l7jcYYk}o=&s;2msEU^-=JFFAB
z6Ur5Su=$52+;k@)<#7lL@Ri>>b#{p)n@EnW@EUjER+A(}v5<dp-6*L-_#o`4E^)`y
z^lP+I%#NO-Q!Sh(x)dV5V|zl5XTK1Tbx^_P@4-sf$cV5OmoVUnS;<iXvXk7v92UiZ
zNWzp<qRTE?c*NGEkld`i)RmFqu$~zSyklA(Xqs>_b0<i+&RNquXvEeXzrf`iEJ@^q
zxw9$e@H1qGEvt*lRi(I_;%_n5Oz7uNC^~SC#K((tP8NvxvIRt2O%M<qPytrU?34hT
zEk|69aIw+A^YbD~OA%-}?+gmpIa4TLvI_RSeDmo=5q{=6fWYNZ9VDC7KLJ!VHEB_*
zo!!T1<^uW=CT*&cmP?*BSGh<ROiaFY0!Ojb)C&`vVqF@b3SDw0ECD`MbitPCHj8#o
z51y%WLUNC5s!V!8@*{X|C1%;zDnOWxHvUi%%>m*RsRKQr4Wpnf@=|@hJLD3WKU2`P
zvfRpk=DSEJq=0+F+hkBUGbdaeF#~=J?=pt9U%(|Y8OjH@4_{wrKs=ow1P<r;NDbpi
zz<py2$?6MJk0{cGErI}Ifg*A*8fLUQL#Qc@J+KLHbQ$=(PCO|yi!OelY{=_(Wfll`
zCv$%k6#RlIB=9SCmEl26G4orRSd<t+LmbPk$EM-rOXz><k<GUA*GqXxN*e^gxJg8b
zIZeYQ99iUm1y2+AnNZ}O10q4On~dfVPy=w-Pj}cgehxS!-qDUEEGDIKqbn(NK}eDf
z1oA^^Lzu^wj4H_}Z%XDijKoNc>^>dF*{5(o&*WtXIq3*P({qatBP#>Ni7RA~=d|Or
z3!XunC(hkx#U|3><{Sl-psV{PlL?x}|8^|qBpJ8|s84vN=M|z}R#`gms`r9#Zb6P;
zitq3@ft2Wid2%lJIAlPRtb@tjvwH?eF69)JCbhIs=LFBo(ZC*iY5pNLummNZdUG2i
zM>K&J_IU{z(9&xXH>?N7H?*i%6zoe<R@0`;+4=lXW5FynEp<Ufdi|}`UbROQS*M<*
z9hY5Uctvq6RZ%k`&kw2-NW{rsERIn#HLUIC)S|AqD#i4*UL7j%&+msCM(LpiDU*I&
z_Pnr8PD!;xtnF}l@LD;6>UYmO(bC$jqF9tV-559g$|&eK6!i&6=udzj*exhdoA>8o
zR*OHyHbgj>Xudn{52)l3mgJ%D*e_{oUb2m->vx1#cA=?Kdm=Y!9UjS@CUW<<9!Q%i
zt5{kcDgVjdXb&mPGpko5erPKsqHCYnoY7T!wul}DL68(L($_ey7zqa#&``)1Q6Yi6
zbIuo^j69`V=%jMsTqADxwE$-R3&Z|rEJiEB&*t}&Q7xo&lQnfsbDjJY1I<|}#O~iM
zZv{~zk=ViJnY~pX7zHRo;Skf}?aSh)V~kYic^3ptg`CS?1$8_a49d-RD$cWvDA;7`
zhanux%7$^owCE{7qn?J(Yyy|LJ^iw)nDqq~OcCW~18`y>I5CSn-rnzeZ@6*H#@l`m
zImd=3{BI&k75jS4QNwQ|o9V_~J-dxgr1-%A%WvPZo?n{b`X>jZF>wddwgbQ079Nuu
zy0{>ubtme!S7U(#_laDg);+H!4-P5yb%0<QRilU)hH~?$?Sz)mTTWFs1UVUXwF&Q9
zX?!|di@rQiHJ@{c>b{r@&SzMiO4%Oo$eZ`cQRsY1noh#gs9S&r)M+;Nl<`-eAI8o|
z9YW*L>d8BURlMD$u-OmMvQDo;t5^|sT#=Vfk%zwyijeySp4MDtxCaHEUR-4@qhi6N
z3DH)BE~KOLciH+D*3d7Wq-kiuMA@IgLL{iWd6-JT)Vigk$#WtgW%I)b6Sue?9C*}C
zwq(PbKmQfn@h|~~0~D&ZC;^6V)ClQC;MA4Uhm$4ae4L`*JoCCnAw^aohJu`BEaap_
z1^Q_$G#5M|I?EwUyegGjx@S@;X59*bv{^D@{92uaQ$LtVOZvd*Dp)nf7KoUT2xlX8
zcC7<c$Si}qZ1Z<hVc+Eh9~3X5%Z%G!`Q^S-s2u-Q@Zk6T#)l5z>LtV!Z>xd5{XEYg
zN}}sX>ApU;ai3|vKCtP)yx36mbf*+C<=_u{{GmiB{=zgqMHPRd3^~H9BrpNBFURr!
z%DNhurmiS_59mZG<zEYkw1^Y=D}U>T1CfbgLv*wh1PfJKKv1MwFmuF=bxu%b5MkqD
zWNwSq#4VdsL8c5{wn&y~)F>)*%w=kH1AnH&)l3*W_flSYdXu)d_k8EO=bU@*drj|o
z@9i!fowcO9{?VJIry8CNclK7DXzkvdbnRZKX@7Z*-u3Kg?yksV+gwlQv}b8U&)v|r
z1;#JCS(SYWFZ*a;yRWb8>Vdx{U8+|#I*)^q^}Xqvc7Oim4UK-C@vB>5U8dQlBTtV#
zQgt0_7(BkUHAz*wWYei6^SrC06aE@KW3JQUGwX>Hd&4pnU-;nqDwAO&jZO!tGXgqO
z(%~`iT0#bdJMr4;W#H*FH5Jn#*68LmuBDbt2&n0j{vekS+wcdwV)|NNA70!O@$LJv
zOsi_Z*14!IqqG0l*3N@hS0tZpv97O3h^~|>Y9oGBXSb(H!anMVdHa(Q)!yA@BLypu
z4h^O3tDV$VEgSv$Qum#K?Ts!Mwsh3(uk5_v|1pWZ@z3PUCE(=ajJwM&E`+6IFw>m~
zeOLrOG)fJA&KJ#fG+hnJ>^dR3Lk&t^IjIH}uh_;#2^uKkEuU&2msg%@pp;iivLJ_7
zPGvzHuRP9zL|%#4!eYM34SlzY-EsGN6Rp+48aXrN!r`8rPz>j_DTKr`yX?hk`Np3<
z%!iQXK7TJdD-R?=4$H?d@^LKjAoo&Y>4t1ja!~!1K}-51Lb4=;ydr=Iv0BUwG`qPm
zP{t{_1t<R8)_Vkzc#!~EBtm-yQ?(Xm(uQo@h<_soqPREJIS}A9N6AIajmj73@f>jF
zOtN(={@6L0kOLlsC`C*~0(`Qwws1A|%mcsY{0SCRm_G}tdO5^!(15Adx*6lM(1(zh
z1rYP+JqCJ_9?l0jw?I)7zV-lmz6bqzNrcQw;s&?mfeY<f4nZ8A)^m5q6(B@|D)U9~
zjMp6SdASh6;UU*^W%n?ZU^=D}h~rwFIt~xxF^bH?7<DflZ**xg_&1-ekW%d4i&Iq}
zxqEpFx}*#uBtz8mZMC4)9B7u(^(!Ehb9(BK^HQE5Z8FIDAabFF3AdI^5c<=89R%~v
zZqDBE(-%0$hF>6LfvB^;$^;EpZLxV>N@b<VSXM}*b0LtcdVTizB1M<yqs!t5*~$gg
zDXGQl&BewEYW<$~ljAU`I^06Rof4r~Ew?ucYSVBgJlA30P`LYacf2Dx4xdWUV`E)a
zEofq3d>j*4zo^CE9j9GA4tk16<@$Dq$}crR4i)}fP>hHIZ4}R_jGb)NE#^T@D8Qhe
z-^DqoQV$aPPJw;=91o3rcA}lz!w6zxqm1Q+m6gvPd6u6{`&WTSfd4S23q`hm_qEVZ
zEDwFxQum{K-3SSoM+h!Wp;#@+?bM=&c#dMt=m;-3M)txMkm7qr=*@CzrqBm^`x<rJ
z@tu&caX5ZjEx8W7l-&t_2Ins+4{pl9C^h0pMu_l!cLaWS`r%5D@t7T2i7`7gD2R9(
zPc#?FSD`5Ffgl=NRKhiwanBm`mQ8?4X~!y<!CB5TmforKcLVq}&l(A(k%b`PlEgxk
z47o9hf)=>IG@1z@=W^}}OT;V1*lTdziCxL_WJ+_Xtq{C9m74*nTzv&952`cRds)Lo
zO*6+t<0(pGi`tQ#L`bqIR>5-_ektdUF(QFFe2l<kgs~$=8*6<M#afwLZuB>!eX5BP
zm_)3$IO<tsKgVPiq5g(MrteMPEdpQevS_<fq<b)p=?1W^%NgtpO$YGXq_%t@RG|T1
z-lQmo0O!;BK-K9G5;1Wqv)=*Aii$HMc<?-pA@vq<ckAiSVo=B#sw1vs!DU1doI?r`
mYH$_3Pz*}B@S^~w4fv9ZP@@JKR01+-B1t4VUqV`pjO>5IxokTC

delta 47448
zcmZ^~V|Zm@vn?9i&Wg<yn;qM>Z9A)D+qP||W7}q@qmJ20I(_@=eV=ppzUQ3zV^%%y
z`*)72QDfAMxQ8B{fksxAgM>l=1A~JDvsVjDLZ*iNPvDaM7edJXg$mk#VTtuWp#=sU
zAL3s^4$1ysi8eGb<i8UixGyOGNm6=osQ$(8I86T{HZC{%-*ffd_p$IB2r#fOFkoOZ
zDd4I^DYpQ)3?(aY8c?0Oozk*0ULXpC9lnIIzBy!SPInNSGFn>H0Bwf3eJG0bG3-(t
z1XT%@ofO9>+8>x$@mR@WD^Tj4;P}`VN^0uM<QLv~AE$Yro@El@Z~m|>A*<BVnNbJO
zhEsUycl5!EGp;F`3)o~<*;2ilXvaJiq;q$1!G`e<2yZ-0w4k%oPFjlLLVNok+^w_0
zg9}aOZ$E6?Ivs!gAO<4dC^5o#%(~RdmfQR0pRii%T=Ui9sL^1rd&R8&Ua7j;?AN<f
zB^Zo<p6ei-_sj$CGbQY(dZd%7Yik!>n|rm``38y5TjyLN#r?|5ZJ$IloN8dMJ;BqJ
zHYWSl+19Ja!Uf_8w|<@w;8e3%=9NAV9Q8!0)Ri0a5ZHJBaA?tQ!*XYzpx8#-1S(i*
z2kOzx9;zAUg*RqPuho>Ny1ZCV)#+?Exvm};YtUtmvRzFS>jV}IN`C}=H_zLWYH^%o
zbjrcb@j}*>i}#U7Q{0ZfnrC(2CpQLmDFl5MDI8lbU4bCSA8W8>5vV%FWHP2i?&sR{
zXRC-SE{px+TczAPbm?@axz-84aeC#xQ1kLmKWG`uXEc?XMjGXtU<1<e**ug>$b+!4
z6Yj(%aDCNBI-}f{rxi%Jf1jCjy1C&XRsFG7!Yx(zB;s?nBKL7<{&ke3ac@JryuP2-
z+1AqW+YjV;k(pOeiYiJIV3GO@PZ;709wG~|vD4Q8@MpKuO21CjaBy92<3`}zshl0W
z0^T6xy#OVb_(Xv;@=r`aJsKay*lnb}_A3mnP>?yAuteLdBPD%YpyV-jDZ9!a-w#@y
zCoilqX~>sle$r_Md2(^#FT_NbJ>st)B<E~nqbeX(a!UvVDkUgUp(T;mheHNR3i=49
zBK<;{#7Ii%7E;?1Qef~7JmM0)bPl6*52=boVto58cX1J5mq@I-NQWC>XT2Ebj9k}E
zw!TnLAd5`&2EFmCKt@8Em?e^MG6SMZ=}!Its~lQr+yGssBV}#(p~>jKVGrUjvPJ=3
z{{WRDOeFXZPavW^sDHSjfi#aCLjnV1p#}pJ`wwn1NUgzPGq$b4$w8yq@ZMOfM1Ov}
zDP$s{LBg1c*MsFiY0o)_iowB?!b4#Me_c0c-$eR}Ze^83yXSqRQB$`i=eH@Qchv-?
zT37enyteh;e>1)3RrC8BcgpUpC09?;eucmJe$LD1%db7Z>k~C4aBUf{nhoSn{DDjL
zosjjKPTZHYLu79={A<uSBsS7xJDWggga+Z@wni`Hjrtu^uihw=06EtlMc|$u_>h_D
za}WYn<R<28;_F9abizT2X}Yqrs4)t{ObRybh*|LWaeC#@1jJ7z#G``BFRc04w*{)V
zHmrf=5LDipgQw~O5%U>`KK>%3h_A)bxGn|3%vHDWzY-3nO`k#7cMlqO51b+om!{9i
ztncNS0dh0_K+AoVTLbKAmyY0@D(iul(Q(v~IaKTq=}|z_gBiBn=p5ifoaMDD^SAuK
zhra)(=qU3Y1Gd|(9rm|DCk^}28};0T46F}Bf0i)e%FL*Ykt34PsRH$#;0)P2D{Ro9
z5%!0|;66N+-7F~5rhx|Q&9(<lLSd0Ogr#dW7LWhv&~f-;rAMq+brFDkR>ZW+Hrmmn
zZT^zQIuyP}yu0>(wEG#zU@O&g-1j+bIn!FAIkRsEC?W>+^z8YMaFMgJ18mTz4N#OR
zMAB|ulZ@Xaml0dEizxBoH+W#QWV+}8O>q>SW)7Dkzd?=H3EP$vBrQNO)OY^x1F<oF
zMEMW*W-`hUC>p^Lse2#r+4y!HGmVbO_S`UVtwx!OsLkh7%jR~RW)PhlT(vAt8u6{K
zU;Z?%60kY1wZjyffF@!I*?ear3xtOjBfqJkI>wF`gR6CH?!{dagcaP2>|jKXnKIha
z#3ad>h=L;UW6wNyOj%)!fZP_5bl_Va%TwA3&~LGg*EfkF)4Hli=ShViH;%b6GpbMk
zAO<6TOH!%AeP{$l50%h%`P~4L1Qf?{oQURVM*Tb7B1cjlfuEJG78Cd7o8;07I&m7A
z;LdKzdTe56`5=E;U)f}N&Wa4Bh?~*^9(&m&9*81ODw!-di;fjmd=_B{%S%ur!!{k0
zcuFtsx6d0b#k*91R9)d8<AtU7cl$p$tgV-xBsDjA=(Wl!!jNd?7K7@ysL+4ZZ<&>_
zGtjx-#!jBLTCvPfGm{E$zbb0;FtOz?F;dmur&E`-`ydWdbyJhrEA7d_0sHkgb#h34
ziGs!`XJ#a3)#67HK8LTg1MRs?!KZ(o8XqIH12I@@%M*!X@bxj%`I})%7L6yQ!}Jj-
zG*d*1o6>U@LiY|OhLT;>4%&Co<MhBwMzJ*9o--8!lbn;nQQU1`nGIDUIp_<?!=gFq
z$s~$Y<ERs>m9xh9F}v6uqa_{Y9QwY^HiF)Z1)C<RII41~ACwK_j{$ii*a!-X*7SK*
zDpU$;XN+;xXZB&$oO}`Gc07@gfIK;Nj%*psX&ao9Ii_*exF5=Kl5RG{%rng6Z3w?O
zs>}G|E^LBC5jl0m1LJTor3Oor@T(S8MR;Q&V|!`|r8spJ8NBzD6&aupH2`(xoFD+_
zlCGhFmg42;1x(yriBG88cszI<*Alg)9r;QEMF7@TtqOY^ZL35{oqNCNc9_dH)|N<S
zQi+UhYswbqmP8NdMWJHcb7TS2R?Q-`sY5~L6>bZpdyypW;%Js_Y3Sven4(l(0Y593
zZo1F_xJZVzJKZ_J15@g-R^OKW4m5hq5;q*?JF!ri5e#@rs#+A`D^-acLXZfZECD<%
zTOjBFMnl`VMmhQ9{dmjWE|W$9E^-jpP2{5E)0}*w{`WPv4lH)Kt55t9gK}JiY%o~e
zq9qLHv?jZMJff)?XTu79JW($7egFXLOa1@=xB7g4$$|#dA09*`l7QfFkQyu%=Fkcf
zoR?2t1DDiY^4Ai)iB-w4dg@vs2mktD#*?`~bVS13>`<A&db|v4CV<u&)v=`M8sqqw
zvNY5EDSrQ>8b*QRsE+Fh#QrA_7(Ws}W@d&Ygj^=ZX{kizvxP9I${pEY+T=j)a+1FX
z6#y<|eSNykZ9sD^BpG`Snk5t|=O%`Sli(@jNr31E##=2nH<G1ZBn5HpqTK3Or90WP
z6)&eXJD79a_r-1gh_ry;%;f)J5N#pv-+})9+1Mq1-O|N}%`QSDD@fSyIZpOju$DN(
zO;J(~b%Wwf60yKA#iVgM<M3Ia4F6KzV5q~eovLUy1DpPGOgmH#<d@ks$#g9H9h<Er
zLmbIqzQerloAAh5{vnY#@LHVk+YtGZmJf^!hJEZ;%Rp}DbD1k{iQ(VfWzz_pWTe8c
z6LhYEPB?TJL!C{Pqgtqnz6IP9+Ay`mZL3(wVH?VXV)9$@(Q1e<v<;~WqI@@i`;hIL
zh#0j*V&X$CUcyugP>z$YJ_0-O@o}nH;&iGtBCF5-#AP{0dx&G|7{QCh`JC3fPzHl0
zO=c5U$ULivn9zjFVK!mh_8{$eMrY%g=QG9+^Z69>I~=Yq8^+@wpuD~0jyPAkipOww
zz4p9d+RLU1FJpTN$(~<7ep2~_iq1`n%<y?I(E4f_To>;Xg4l*6#X}#?*pp}|y>=Rp
z8DB_Qd{!2XHTtiFAC!l*x|au!q1=vXHc>QxFbqkHryFnD6!KP}oz75`kYBV^l#Q1e
z#Ke6uJS0F?&v{r)AYe<`L`MzFJ?#bTfBGj<vo5u3_c(6y`<<}Yk;mUJ&8r3EFCoO5
z_)X+|1sryJfwcQq?~`QV$i8vA@$lNInbM_Kt@;`%{t6G00I(XsHmqiF>k7eC0yYE9
zM>FDTrY-0jJhvZwl9Sf!8E+`6{EB(Z*mfUd%+%ISD@=0zIq0yL_%cTOj(z8+$h<Ca
zw$4&B<L-!;uN$9OaN9Ps4BhWkS?c@GrDyk!$_~HNfaJT(#vkomf4ryBSPHGx!kra;
z$+hcP9E45F(@Zd#R4ex~OsL7L5T3=P?<3$e>64m%xFFIY2!MZ&Za5;YO7}ES>Og|z
zw)7dh1@j0ti6G|6rf9c8<w4>fZ82)El<q@~O!aJHzg8H=Zjj4GH}KWz&6Z@E*P6VS
z7h;su2I*Ih_!U>+z3+~fvew_~+dtR<5O#|f>)d<7b6oU?k$K7w0s1wEvV^O~6!m1`
zfygS6y|OZ<k|<KB_@A1;<hLw0d>fch%It5NoiF5y_&1H~7SD=!N`wpQqvZyCRCcPR
zd_^T|$Aat$>s+|RbySq>mQ8rM9IwuHsRgkvKrFxLYZeSbyL`@vtv;I$SrB^~366~L
zrF&=YZ-_tdAEX6v*7Lvw2U8&2@0_CaYex(}R|&!NzXk|kJRgIJv9b|abYd71)G8H{
z1`R<)D;8%uV^D>vDG#(PLDVWaFiRVYLR^qeU0nFoBby${$YTtoKs)<@&(9eLSMo&B
zfuIEx1*6yzZ#n4Kv3!)XsH<|*id9eI^m@N0%^R}x^;cI`zhYGz7$&s*3{&0T&7AsX
z#U99MY0PJN??m*6X{^iI__*#zTU%zF=Zp#e%D{lY<50wKW<p8j$=CddOZ;Qcm19H3
zfnjY*hmO6b1Ur7#9yDATKa?X={UOiXAP}rGoqPJQafds_SMss^aN>OIhwNL?pq}-d
z9mIRXg2(hp5Nw2Cu$chPeP`m6;3@bFM*7jY`*{*{g*L&Oza)5R7csLx20JV(gGIP3
zHKM)gJZF<Ju+|#$hiQ$vMY$MH)znZaJ)(gIiVPpedK%*h=&+Y6Cy#EE5OvbC31r@*
z(=5oi>6mVRb1s8JrzO$lqE;BAg%J9plbfBADJN}g2=Q>4tn%#5#!M}vNt8JNuReKf
zxGqfY3B@q6Y0>y)h9X@!p;?|dCrgTbc`r8v7FRg})=rDDWEK$Yv=6_srh!c}fOJtq
z5~}(L7tP~=qfXP9sPK&zTo^S56Qn&fyabhwY{E-XhbKDRA4b#27Nh}ROFRTHv?m<e
z3eb?CX=Dm|l6Mw^IHhV#I%mHw7vU(|S@|0E(E~?srHGyGyvBI)Q)euzIah8LVXZvq
za-4q6j8p1P)^i3RF8Mt=ZDldpN5qwyP?yw-Tnyo)R_aG|CeheQZIAOkBM3{saNs4H
z)&wCwF&G>=?fwro?E#Sqo1;LzUV8UxLu%Vr?iaTyct!A9C5EqMod{ZxvGcprkl(0+
zfLX6@k_SfPRH6rNi0*guX3*wEL_?ZfkL_f+-x6dTgoD<gw%Dp>6-zXu2wYN1#|&1>
z+H;FW^QS01)qlzt{$4~vSOwW&sWWMMNssT+6<rTGsFq;t1cQz>J@*BXp4k#!nv=r>
z`Uj4=h>gBCVQaV(?23&4dKVenp33?~UH)X*3+<HF@^bjwdnGR*QLc`iKa9-lnKIwi
zs$hiu`e%#x572*`k^Tw@V1J*#`oX`4<nP<uBn3tlFU5cv{okAv*d-?34-Ez;i~d(*
z_|KdKayPMZV^(%`a(6QIu$1t2w{Uc`adK2QvC_10vvGHFWiqojadYd_I@iL~!uo>@
z5i$%X?NXC2p@P{MuUUtP6@$LQB~1x#$Ner%Y+|0y^ANlhVAT5FpZ~06{Z7{It0?>|
zru3&ge@{nVTNF;+&o!C<X3ikc%jc!<<7vJQBn(D4hKj&-+!##3Q+<H<hV^)i4h_k3
zeMhXp5{Zdm%CjkZl)!o9GJ+j@P#dg5iIqF-f^UW_Jta+tHy#>{llu~wuN{NvtvaTL
z?5!(;nV)o58ykbcRSKhIARik?9X_UN6`qU>n-W!|Eh}pGfstd8Jy=_tjur1{@lII_
zirGwO$fTmqOghE5c=wRQg~V7BFUG{MHS-MboORhfvU>PI>7{DFbdb-=KN}1G<7|)5
zd@b5$H*JAro@KE7Aw_qtDNHb{V9C-$3%C8)HrT=dh~6AgkKowV?NFxeNuEe59nI`N
zWzuB>-y{uf){g>B`l_*ri##-qxVxYaI&`-5Rly)japglxR&L{kw@dL|GbO)KHW&Ww
zg;!R4tK$go5Q_N2#dKL6O_6SLlZky!ZG-pv@nvkey$ZjZbC|um%qKYe!18aovojNL
z;LlR;{7FzapVx|fxicZXFnz#Tl`6^l(r>)KEA6<ee&D9%!9?}(3-q@D(K+>lM5|YN
z@~N&P?Jy)M9^#aH?5M!=dZ0X^Gbf}<GVQ*(@jhTM?Hj=Tp4NH5xI4~WWaIORs*or<
z+O4{e)Ov8<-+$OmYJE`5M!nq2y{KjR`s|xj=?!+pmajI*LPt?Y9#V^BFiM5TCXbC{
zkIk!}epu;DX8v7c<|sNe9kU$>szla_H_dEkcXSi1Z$AJeo$56zjUsxhjLFd(jxn$q
zYTN<#67R~b-W>36q|XdQsI3*%Bq&?wr(uEe+e`QHC#$wQP3FBdM}qn<N8Lq70s0wt
zLD8spNug#nBx~;ekzIWUS${Iw8XNH`e;Vj;FR)ZO-YjPwD|b^piWg6VkkinwyBVk7
zr|_8>=tMX}X#PN7y`=0Y@cYIahY~);TDZ_yvaFxD-xHBx8B#U3=W%*Zen1Fz_<@%w
zjnQDB)Jvx6@=uRiD=J&SiKs>PP4MUgOMgYDmO<7im&BrFiwxh=@Br7Pekh)zr&A0g
zQ(_R`B%MtEkW1F|;&kNzF;BkY&0n-a+89b^MD}mYc!^I2wfiUFtd7wE;E7g(P~>8K
zAYC?^W=*-~ByhxysItrE^`Hxm*liCdj*<urW>g!&3zpFphKCB>-DhgX)c0ilc-jtc
zgOVF<;J<NL%cno^^%e)ozJ#72;29dMseu0;Z|vLt7%i>`m2UNem?{*l<Lh;^e0QvH
zWBjcplw}F*|3s(Zpu9;`uo`&K1z2Ut4A%fLfL_P@XgV`b^>4^SD4H0a^KM5ZV)d5c
zr-?X(;#GFMH#bAx<T4<3>ypu$6*4I9DN@?usx{-Xo&gzMY$u45<Lmlz1h#(VJF0$_
zB9ns9D=N8ePP=)KGjMKZ66s;?f(`)J&g}=7U6LL1O0Dg5nE!5r`CE`1yeR0P**RMW
zKcr_j$h@nTu?WxHl#>}UBh8~EW`8WxgwkWGI`)R@XDvOk?f#VOS+P$WK1Tb(OW>P5
zRd?Jc-nub`?Ri$c#pAXJVO*tnYyBy8sgZw@;#=KI)~q=QP8ky1ejKG(-R37Hosv(q
zHS*$BAM^@VWBJ!Dhzn~Kqpu$X07nzxEq^NDL%+2*i4ol4R??OrpdGy;#yaEATnCQt
zeZHp&w@>WrmWuC%h|}3NWp}tWY?mG57ohQOK0Tq61Vxv=l6y=+SY7||+<^L`3+(fO
zi11Go5>W*ZoC)(_`5ZDCCFwicRmY-xQQI#rU8YB@#!qTp#LgS7)~8m--Y5ksD24tE
zCeg+af3H~?NB-wyvf`i&NcEC~b5fLFk0!F5w6A=RW`NvARJ1%YKG{c);?u}}iAM(i
zn1(2nu=a?_Q@Y%-ED-qrzgwgza|-<H3@$-b?KMzfV5xsqG|s=BfjXnk790aqr*)}C
zAn~{GH-ycmca&i{02MAp)5_Z0tkDp`5dei;U)SEUDaEumevSkv-~L`h{bXH5-FPMx
z419j&_UY}>@u3R+8o0^tcDlD8Fq6mM0{Z;@-3yHSt|XcZsS<Al8+-m38e5D-9qHJ1
zz)xkAQ{QP2xwka=RvL-<I1LYkfp<lD6@{0aX+M@4Yy;h)(P}0+%4n!{8y<`$wp?kG
zvxg_vC)7BzkeJFlxRB1~z<PtrHl*_%KZYldF6(5C&1=S(n3bScW7(oJd&(uD;SIm!
zOj^nE1KVuaT|tSj9=*16h@ILZDCgNVD$iJ1ENUBtxt@*ki5{*<QFRNHzww9xS;g5u
zh`i4Z9DX7kM3m&CgsL)^6Gh@2W^FB<?VT0eFLGx4vm3Xlu8D&*-MTI@*NU8tRqF5>
z@4(3GX&Q^<sneS{dH3r0ac3f1WGLF&na7R8W=BqdR~0@wVBQF{utn<4)uC$SN4JXi
z+>7QqJ7ZaCeax%P<QfJYZFKaA1$iJV9kvGZB0p#=J4+4cXsb8Y9s+mNZsWt>y|sq@
zyp0B70YXq(iHnIL%8kWj2^!Gl;heP$jT~6U?5#@D=PKPkE{fhYY^Uv<BJCy8-%C98
zR}Ka=4s33lMAGsQ^T^vmHaEtL1K6*6!(lhn8_N#O{D+JQTM9w=;qe*9;nQtt03x=C
zVoSUg*eUKNv@h2HwEF1>auxXAV#*Lr+PEQTzL%7tSw738ok*UoS_ecL8<%x#_Z6u}
zRgE8IGkT`DpI`F{ga@Q)UsDg?WYnwH?uYbfeal-XL)Io<h{k4h4YnGjb-FzvIH%xz
z*d2A2%Nt!et`<NqTp_%Mln0g=QMx&SkL_W}rPvJ;@nn(*UJ`qyA&sLf&eD%+Ir)tS
z_pe4OY>5Khl3pw6wArtelk>0md=3K220QeslkOVdxfGaY;^ybr<yRMM<6Dy}eW4hJ
z63rOOPvEUg86X&WpHl*j{cPpe|6oY^*yL`F7xp?hPoshq*RldUQd83<@}e7MDta&q
z)aAHQ#R>vn+bWOP{S}dmj()3-sV;^w;{kk{tW{j{_F;REwu>yx_yCD^f)N{KFXCiy
zPT~y+%2#{|K5SGZ$~Q%xa=Z&K-FmiLlq*^%`Nf{;RE$dU{LPJLxFI>Vs?1VdppP1E
zL%CDs+cHpi!);x7puYLpew*nQfvW*t)h!ho)(paYGQdJWb0d%LHJ^)@>ZDsK>%*?$
z6#dINAotL74#TmRGK&`VmSwb2T&Y!?O~=5i(4TV>$l%}`>=;6V$Fz!tI^1>P+WAFd
z8-^a;_ht>VECM#b&)O2rLYx2=1pS@`<G~}gUk*yFD$eNFl>xI_luA9c5fD=iYL+wh
z0G~*6SaB!`BtYJ_E|pp4N;O*efCDBJu?a}V9>Rk!o~aWNUuW_vG=5>gy04Eo)A993
zMZZE`7d@M>XW@%@F#p_Cei!WltjJ@H;vGUMdU~~UeT29BJ%xY@0|<!DrOy1lNh{+8
zMMOL(;^o8%$XBMlnM(PV#NVTYL#cMC;!KL2F#AM=(Khw^UIF`u1livJCUGkChQq+v
zKal^U#<l2(GC=&RaGs^A*HeGFu_^3-d23Xl|DE<)xH^cqxjC8r5As{5p{Iq(iuO6=
zU}7*Wp?-^^ZZD#Pjnx`yT0}TcR~+11v8^54lasycdSG-e_w;&zdMo9VyPIB&T~x@N
zHDlh-oRTGT|9gDh3CuEy-Q*}bs;1NOh|dv}i8ojo#Y#!Bt$=ylX+a*=8UzoS0^`W;
zJ}YMwj)-(s^++uyrHKtK=4AMGWHHJB*EfjBqyuw5b$Cs^&bD+p7Vj(vgEak%9QBuG
znQ=xNf=1E(++I=;QX0xnYbvy&-_`xiy#xrtiBtP%TY5+kC-!Ul>`0cex{JNNqlpS2
zqCtRJ^Azf+W2Ve$$1ju)h9dVX(v@JpXJ5w1C1+bjB;YdZW9@YE{BU$R#RUk}Oz4Jo
z-m~nFAy%1F$`ReZp^FBZbKm+z$ak_bs+KR{{*@|SJItGQVGf6(Sro+^N>}u0b9Gh^
z-~F;LtBZ+}QdCUF6M*aLSVho?R>(V`CKl-J0RzMr7PEsQiP_hQ0W(DW89nb{Xh<cX
zz;JQUDNeI?@!MxazR8)LBG&NAB%4HpL*2m2wJse7X4PZC>Mi+H2r|@37bROn63NA+
zu}_;$?-y=o8L0Sl3xpEKCd1eM1)U7oph7urDHU-}COQq*QSbmvCTT8wHkfn}zNI2$
z88uy$a~<Iml0;(V_#VqlJ7DSN%hb{%opCC9wB@3Qn`)<o>bu%E!$A#0>LW+jDq-5H
z<7pf}4EoJzl3{#u5QS{A<2$j~8*_z|`%OQCgE7f|3G#*>AM!A*N8t~}4R?=_Tunm?
zvIaE;cx%?e62k>^hO(lB@`z6mu`GOmxC7<6K_RP1wnB2!&)ip}XF9{{vL*(u?6Z=^
zYTiN;NJ{)Ulf+)~TbN0%WU&;DR*gkN2`TKnQg;m#f037Q7$b<QyG&At#IeX1QDnW-
zILp(?F=tjuWb|S#g0V7f!!eFY@a(t)@avR-*zbhlAc+4350w8n+UiPlTba=CU|>oq
zN#fEVRKa)ujWJ6#I5hBN@EAM@C^ZBwYMzM_E>8p-xw$1BA^&c*8%3B7g=N9zta|r^
zR`-m~I&I)CgMwEM*RIX^o?ltfeh+4{eSx{idyD@~-%WsD-^+Et>kc&7_NFTQ`f+8b
zUXe7Oh`cCab*Ks@l)Zd#xLF%s1QQv22?{kx)x#U2mbzF-B|=7^34SJLcP$h_Kw&1|
zFoH=S<X8tI`;HKP`c@x4#G82h!Oq4%Xrn*mIL!1^g44SR&uHjQ6`moCiQ$edo}a3A
zY*DwDumP<_3*okg$Iu|8hq89qZse_vu%Tx3@(u<b=v@-ZeK;$6q{p+T8xg78jNt^r
z<txC_?F%{1BfL5C<`y%~u(Y0Y44+c=&Mc~4j;%pLR+&}yTb@K;<tvRngR+UvW|bh(
zWK^ha8KAe4Z^3VuJdQ4jEt4Xrn|7Z`dbBndZQ&em{TaE@q(QUfwWAF5lb1vG<G(^m
zj&Uz3D;>k*6Qj!P<j5;Otfa|(c76n9vK5Ih#g|LjkE^Dcn=cSWQYH9EBU!YVRT8aW
zgdddxo6pw%7{nPYW@g2nWwX|gaZ-rJl-hVdcid3B%yuUeMllTbJ`Hlkzp$u#;m31M
zl6nz@ZdWn1*Cl&xi$W*+rm8PUQ2ZJlWtm}Tet%yukN(-+&hu<RS!^1L|5yq-k4}no
zzwFLde(cjE&r?UPxD=OH;LWx{vkk+cQFEmGLVd|eA)?11P$;580yrbi<sdu}C$nk0
z*z8(ZXIctaP%%A*a%qV@?j!8$ckGEbabrEjnoj~m8?G%232?Ljd_LvfUU5c;+z742
zC7CA#f<4C(s+lSJMY&(ji~52pDWB{&XVUbS3bWcxF9H=(PlvK3*6By4H{yv1Z&L08
zbB{Wu#;}AYl9F5iR=jhQJPD}NuW(Gx{_11nw=VHY6R%i8vv>IT1*4}tLd?g8{z1n=
z_(mfccmRI+Wily-D&kdq_G3>mFeAqiE$dfXif{{mWTVs9@K~p#z+g~74LYp3Kfw$4
z5x8z(1^Ry4ouI$b80xJUzVJ{8p|B;|4+)I&tcBHHzvn8?nI+XBvBBTj)#DFf7kccZ
zY=OZsY=QJb!o&0UYcqK}Y=J>J<{ucS$p-8pw8vVV(&&41$Lp`i!%M}7iFbM*@dyp(
zyFQCYuYIw?2MNL7mDoU^vENu2UrOZkB+Vz-DlJCk8PXbO+-1cd8rVL=zhNpwbsxV*
z#Db2D*goT8{_1<LsKn_mQTBtu{s6D+?`fH&)^IFq6ZEw1wW^ZBHOV@hh|2uk_lCl=
z35I*@t%f>BYE5rg1j84+?||X%dtJUfE1WV`F*#a+9>x^WtX`09wF3kEBD)p)%V=qP
z{-fnJOqs2aTuUMmSwjWxyf^M5${bj$+t@i;KS0$M4}SIBjXg9z`>nQ_ci`DoBU@40
zanlvs{5!>xWkY?BhWzxeB7C4`tCQ&D9=@pC_~a;MwK1<ZlE;Yu7X|C~9KA#GHLpBp
z^<nBb=91*Eb6uciUMVi|HK-T#&!9)RCpn2k->j{lh;`RJT^)8`i)vzrO%=&X?Y<*y
zCK{GxUsr05o2M65tP`=LOg*#pJ%L!wJS}H(V9;RutkFZN+1ZoeIEZ#f;k|L8ZA*%d
z)?uSo8+Ga57JjA(2oO-3Fr?51%F>sq2^p}*-C1ur6F7j(L7t*~Kqm4G$M%x$qfW~!
zxHNNBQLm-)c&0a*L5rdSXemnS79S)AF{*m}LyDuLhOO_-8lNyvdg9n>gh_Vb%x-v&
zw;KEjx))P8h0Ow$$*{Pg{=M??dB??Ht|?IZWL5Jf$-Ovh+-8c@qw9CwgVEnYiz`<9
zRTja2Uk89r^vmtuVBemRJ)(!O1?{w*-A}}4k26lxx9JQp8?Z^}c1`xTIV&*N7`_Qo
z6{jwjJhGbv;CEmuX%|{K-7M_Ua*i&EK5&fmgHVtW6Q@lXi0#b#JB-h0V}9#1-MaKC
zO`JREixnHthv$7Jx4g9QQsNlW(>O?#UDT@s8D2o7OY-!Hv(B#P%yVZuoW+~45zXXO
zn%%4=jfkxo9DZLEs?=>=UYbDSts%ZH6KQ`MH~C)drW<P7-XF7zf4ikGAf!w=tKEfP
zZnFlT=nM1MC7#D`Gnz^FsyrWpSs|LYqoGcCBcUky0j<YEdFv&MuR~M_#Y<#k@l=$m
z<$i#)a)ITlQQ1GdvweRCgvnard*75mMx(E5@SmByeb-|Z?a-{ZUB=YO<`VGhP+NQw
znRPgMc({HhCw;3n0rc4zoZ7<=Z#CDJ9hY$sYnn0CS9ncwfvs{Z`K9%9FVI8W8IoB~
z+cf%Fs|MvgB6ki@w=QcvqctKXlqMNIcw>P~;E(uKWY`Pc#9*-T)h(6NL^y#E__uT`
zxgu9O3oZdT?y~t5k{mf&A}zkGc4#e<tT{$OYP^ef%3}Kx2io$Wm_{Tyv@uotL3-6f
zWFja#FIN3UowgBs)aPVhBBqKtNtx0DD=M`pJ*vTFpw;5Y8T4N6U@#I+{$TN$%nImH
z-b5y~Jw3Y40-w>zSKI@J!FSH=<Z!t&97)%MxW=a25@FpEZN~V@r<T9>PIPs*a#wrP
z6Ju53l6#45&l6CDG*nTnw(-TBfPG^`u`8M@Whll*-WUm38q4BA@MDo%+V9fF3wYHq
z?8?@j#?o#AnbnFexFOB~6kkP%8v<FFwb*?+Mys&josTJ)e>YV>BrT@2;Z^Z&)J$Fs
zF$}i({uXlPcAP0GOssGW_WPySH*@C$t(pghIf;aUx7&KkMOt2KtuQArBeLGOguY|2
z>1Xl;$`)n;jw^3k09TVEMVF|dRM52E%~15TV|?zYr7vFou*ar8Pny__#1RN-YtA@E
z8hPI6$q_B1Xz*z%I{4?$fmz-f`oW=6gr}TZdZN;3IFSIwA(*4wc^>A?3|w=Kfb_gf
zqCsG*QQB<H_>s%?tM`ty8Ns6G;K=6}AoOvTH`j>`A;}P|HDTEuQrxlhQHo!B^DldJ
zyW%zlci_l8nZ$DDz}?TEGTsEu{C)_I<7zF9J$LPY{y(bpAEwkYr9k~(+eYLnkiJTP
zwUR+ZFfi%ATFL)uk}$FQ-v@~@O*=hIDXhSV?TcpF!pJpUWxzQMgIx`<y+|ESvJPCG
z3D~EUY{K5yaqUR^!SGI{9+3a}Rp_@ufUjrE4h9_hx1XE5Zgc#nT&FX_fBHTN2LAdC
zNME#)K!cspdavT64)T>O&NN2>)ko|*8ZM{>sEOX~xN5JugRRkqX9)c&cVO)FOvYSC
z-?3)syemoP7uczY@D<tJFS0bk>vQ#RkOH93Bg3i<us+$Cbw}`NJE<J&T#Y0zLpQNC
z%?DVtXde=_swIXWb{Bw}>v2H*iG?RfiY<6?khOrEC$VG15Paz+qnjHw+|H7%0o!!p
zm~4XowFaK6FXDnW%_(2e21-lT5X}COBxh<mdT9SadlMFBu)3@VS$O*)-W;>c@}bEp
z4eCix4yy)jSG$Rfm0D_<*}{+~k=cB}q!@yvXZBpc{E=tV%rdNr^uEc&rPPy{qvRA8
zNJ;6n2n#%KXAC^mc*(po5C9M>yN((qTGnQCj8x5ZKo9L3nNvH|mSNlW)G=_a36%M6
zp{~HKRFf1n!Gs*rS$dEZKJHz7pogr~RCtgTeyXk7SZe}Z1Lz-qL0IGX_)3EPQF>_g
zF_f6?v74AY+~<R?x#PO99%7{S8V9EYGEo;pr-HUXhPXs3so)=E@y}IWO@P+&mkO#X
zg2315D>A{v8UER`kK<a#DusmUltCHZ^emfm-KFGWhPTc>8)ht(2n!oYdQd(=3>#QW
z8DhEq=Lp$W(2bn-*AfLgM*Q=LOK3rhHyYdp*UOXdU{1ZA?h#nO2(vUdOEZE!DBRCV
zrA(AlqVr6Gjs}s5y8VWodYkjSl3e2a8h?eB+<Z3H;-su`s`ckODtCd;HTo?thKz1i
zpzoHc%#v&e#rT5U0dpwbIsFxjx#Df$H}4nmbFkw_z^;}anG>F5B}9NBLV|l$@6Fcx
zqIW&F_kKAi4JryY3hlX>uN%z_h@(aQaoFtaN4}K`k7T^LS>Ht}Ie(o0y_iU+|4`RT
ziNm!7_8vyz>HvY`?ye2F>IF`x!i%G_@J~cC>2b<XIbU{eU;Ia9Bi(pv>Ekc97d}@g
zrSAM~4F_JxLe&6A<5b`KAcv(*SMD&C$O!5uw|+&9BT48@JCa(g50Q3UkiJ)oY|`(S
zMmP8`0ayY*6gM$Mx|y;Z;s<4-r}^`Fwk>~8taWGo*d^?!rNT$Ju-fL}*uIZIC}|^<
z=qMo0e1t1HHKS1hG(Qp*r-`JZUlH#^zo!K9IcN0?vZ@WIy%HcE1n5&u-GbLAsh9RD
zwuYRY)dBcy&uWWm!X0%VK`VtHVQvjB#NN<tkjyVh5peL*WZhaJ;tfeA+>wS+FQ%>E
zOV4h^kd~t;nx3Ch0ckR(uaNGep2&S7H(N}t+?|bFhQp%<kE@Bkn+KBvWJ=+;=u6@~
z7&|$5G3Vo%G`?vN?gTNkiP$iUxZ;rZWR!0b!K^ZDFMrkaHxgwzod33>to})@r~vy{
z<1i&m`BYH_&1zq&{k86daql5YzF?tYwPCXgP)1i`FVfQnBTIuf3F#UnV{3BtxV*r`
zI9$E&Zh6_A4+ow{D1K|r(<REY`S#-E$|q>m0>3H6HYvY!&hqj6v+p#2zw30*Z*KSF
z_k4&j_yO35GNK--A*2H-hCW#)jW%f_Ts;OO#sm~R2qNqYl{AJv#R8l=gdt*GBDpqs
zr{b-^Alo2vFfN?o<FMRgFTSXe;luD{pm)fiqRe8~h?>4Cwg@pUW_7y&lPejMvx(*s
zRlTim50fj*Pk|5xHM%f4co%t{p?+Q+fpS`UT<gX;QmnMqk=$-PUOM_>YG>BKND(Vm
zD7oNV5C;B=R0D#XD3r&EwE7Y+N<&uq5A2`{j-QH~-LNI*=470>GPd+ur>a`ya^<5F
zrJHQ^V-lO+@ngqU#KqH7C0Lp0(EVj9Wz8ACfg<7$NanK5W5KuNqX9<kV`V_2241?Z
zUc(&wq+=XSnH2>qy)G7z{Q7F9Ib+P~`m7HhNI?si9^(KX(TciUe+9$mxBc|G9iQ*t
zRh9fy4FlZP6MTlQbC(idBCoc7QmVRsF8*x=W@e3%>1A=NH>~Iyc#&pkr;xhEN6E@a
zZaRgizYZL0HMjg|xU<#ujglW`Ge=f`=u-bgFdIqMkL=Q!<Ad_f%5e_5td;{COacQw
zki1xrTrSiSA+ygOijhrqzlcoID>}^T;hYXkz6s$_Arn2_kvKgojV(LG52@^G0Oofc
zk(9Gt`^Q^ocudO@pGbxBqEyOpi8v8w`9V(NbZ7%y6^GWZ<L&N=@Ch|0kG_8Bo0)^Z
z8U@k4(&xjd?Y^X^WEFl`Sp9ao_rtGP1Lam=vAmYdxH0HMPj%^DV}}enrRe}OOjYKf
zr_{9Y1Zrp85z<oG=4u92LhwG+v+(QE3)tSi&FMDdedyz#y47gl@1p)#<AK2)o=aAd
zY)@<<Wa~s{YQsohEYT}V?pa%5<NKaRkt71@bT8rYzv93(jX4%ws+14(UPg8L1v+$q
z0k1FL9o56h_Usy2QLLc@QpZcHFRtkUUy_9YS!f<Y)fWPA5r@)f?P7jt?L+OPp)y-C
zs@yULluya6F{Of(SJYJnrG1n{Uul9H3rfLxutGy9`yg*%4h4f>;DtzE6Ay3(rJQ-;
zNQP;=z34gFzTZ@MPZFqV)VnE2gG`AGl#hM$P=yc&PDNfJ`psEX^EJftS8wz4d+5h*
zsXOPgu^9QX!p?yX3~XmM2{BrssWaO#-GpImhz0Li-9S5v8*F1cO)4W91J2|Q`8G=p
zeYU`dYRq=`t<0+?%W8!h3Vl~uqrv5rQ{Ueu$Jg3fFFR&ht`|9VVGRddATt67*cA_&
z@R(2NW0uQJ&D(V_RoX{*$4A_^N2)M^{T!IC=?s!K{%?awR{{kZ5jr%E<)MwVC^fS3
z2Ub-5Uz6vc!+Lft{v<H`<T#9Ipc4z2E(~Z>QcYixSX7sp_Y{vT3bPRQPayG8(J+vw
z!rz$#p8qIxe<r|A?PR>T0@)~VuRkD_GLzswA*%RowaAZgurf~Ew~k2Ut`foUN8iT{
zrVshv;<XOqfK^7&(@PIDLJvgDkKgG?q#?LOka=yqd3K*gxIOYa1Q;;A?ee|}w)g){
z`gq^a_4XZce+%-y1+@3~F}?lfeS5bLcsF=#0`PC4bf1~j&215ZS|95MLA_YU?<uqr
zjcJF=+a9PJ4dHJpYWU8ttRu#{;Nb^QLT(BsRN*Pg4tUu^NgAcQs{y#x-2z@k-Iuuj
z4W1izvX@!U(ttry7Q9(k6**X0o0oC>+=?Au!I5)d_CspO1D0bU(y1EPTqS=+0?%&=
zH%X#gm7P%hITr%ZX(+$dS020QAGyxXig+>kKLi|(bKOsCspdE(+!XnEXzp0dc?#NH
z6uaDDqTC!7bJbAh=meDU=WGa0k#bp42Nw0`JVtb^ocZR1QryN|@bG7bbUHRyQcl8)
zt=MD6*ZFdE1je#91<Z~GU{9A@OuPzlY#Xl>*Kd@uB`OU;;C}+(lFsm@ZUHx!GLH(R
zuW>KPlrS&?k(>-@ov3l)`uqnH`ev;h_^!?a5uIz+HeBC5AOlDEN-Rpq)={C*2x8OI
zg9gN`1=n|5YDSlj9PZj)^&no1F~bIr;f6<BFD>zU8%@<Adv%X0B&p~3S=hWee@ISF
z%n~Cl=}=sPd|BaWV*M{5@!fzHvcfwf$|_7qc!Pwa>8-o*wYzh*yZN=d(rb=JYu7@p
zIqh7LYfOc0LU01XzQX$cP#(M+2jTO8*Ib7~ra=og0>xs5XmMB|ArJ?M21EctLg$Mr
z3<iMZfbVcy`_{O3Qra@ZjYaax+09tng&n^l6|Jy@-?P*YBKX7Ze?jbxz52e&@cQTC
z+yBx)|4E=Od`d!je>>&`*8i2y|FsI7EnMAw{--gZ^$SFxh5ko~|9Pv%;ffE}WsAoq
zjg;3Wb%}zEttjdzkHX1@c9e~Ne0?d6&+%&gLcRRVs`6Yp^prvnG2w|&HWn6tka9gl
z86mXp_4_C8!NcKj?`|6<NUoWZ|F?<PUQS*X_j*oNz&+@c8Db+2G`$gJ#zuXsir;bA
z8B0oSu@j#GzcX#o3(@d%gh<(9B<Z#YR)&N}RdA&4Juzqz5~dFpxM1<!7(N$B#%v-v
zW=oiIYm0B^qH1qBI==qO61gtx-4|=vTZHL#l&amQ(tCX|(&n84BK2+w?RagJAY8d1
ze)J^!bj06w(XDhzQ2sE4zrl*`lN$;+Ld<)1guh9;H4N7nZd#;3x-5og$CS;n)IBX~
zwEz^E_=e$c!E%VTys);y1Y?R5v!>)0F;wG!NDE<}c9q!b)5t5W$XC9FW-pKIiPbk(
zaKxCfWUD)P(37BoEZoW+#vZB`Vl8djvsy%tVn(kPGG8ptN@tPf*pWreedhA>oatn+
zH%$O@Rhx9-(uMKL5j3U%E@7L9kVVXkSisbFHgWS$LM`^9Oi1a{ROcwXY#b?HbAwe5
zM|h>w(uB&*M&}c9r5Q`yUYBFjC2+5r8cAK+Qv7pgPD>IH{Lfe$8?m+r-sGe%_ZHY(
z<;!f=*_3P*q=7=j@#uD5tA@2zd4Z}ox%!uz<XfTecCz8QSvJ}ZJeYY2_toZ5eotr|
zf^)Bli?KprnTw!Iz5wk3X$J-`Q0|#UUn@UV!c7h<{adhvbdJhX@5BPenhY>J2O#Y>
z!3cs57H<cYO82yJUYT|>TGm9_40(%O<4K?G#Vt+`@dAVgF+KkhC>*8%I0Kelxi^b2
z+4!tq`oSbCp#VLC-HJR>ZfNF#Cyc#@1IX9HP*l235)#c@bOF*s5opvy6KIm*aVme&
zL7KbBP$jxoBq4@FHw2*sX4+Tse#*mX1maQr@M{ocxs96p>QA_iikZ^Y)%ccO@7MvY
zZr0j^8d_<d3S*Q9gS?G}xCbaMxz54^yVvgEm{%BH_oM>+cFt1>7!bC}#E-1n`mLQF
z1xh9DkIrDHBRz!vxEtD6ru@WP!SDq(HHE>KyV6h+dT#__)myU<@j<1#)?kB9#liVo
zs9{icG8MYoI^8E$cs&<X_njN`w}IYZtJ~UOqv)%KTRZ4)gUc9!)6T=PY#M_%w|;zW
znq*cy&gWE_<oa0)Nc<TYi|Q)2I~38bZW?jAvhm5WMZ##c{c`v&%IDgSI=0yncJK`{
zGNX*g^}W$e5hyw)vx&<)#Iw;~)hrFKiIhR&KOHr1O(m24ej{v5FfCbrtLLYa-)4Xq
ztgc@bp)|BZ=6J3XlhOaQJj3&+^v|u}oR0EvhQEyQ>G&cGD-Nj8O1i?+ImQh;R2EXi
zmd36v{;fK<I^r1{mk^H}M<O`KvLbHc=#5fEpj(co3M@P4nkUM9g6gi`)mxMtR^S8u
z<Yg_9bai%-Gux@3ArcM4O|y?E-*vb{B7l_R4#WoykeoZhRQH%S0;rZp-f1qbZMkaH
z5T1Y-xl;s+4#-50IHk*PRC8rn%o4ys8=xPAN7xF1Zm`E`?mc{buQJt`9V`|O+awo}
zg=0;_j4LOQ_)xKHuH00hrnvUd3jq4bpr-NxQ(GR0KB?E9MRzk`7IfiLCW(pyn?q!0
z{miC@w9b@A!5Olwc=AJ2(WaSNdAYP7rf(0Z9TBz2fK_(#Wq8VflkOF_^ZdIY!$}!w
zJkqG?dqf1@vtcw$vt`@^W5rj>JW#hxviuma3VZL8(I^y7pUDtW4S~Trxe~}ulG3Bc
zL9&XC)xKH-e#$MC7L`9lmcWZ9*f}ocqC(`C_MS;jJ^h~kMx})+x*Rhx%?$$M`;D2!
z@X%5g<KaBQXYe<MNaM`Ii{z(lRx`y1<&|H&n4|n<2*SzR{#i?kL&B3yD$BWZYK-~x
zUX?ThL@TIOlB%ca`(?FvxZNPEk`y(Dw=-g$0&eZ!oW&Qu@-4hwKa3tzmQw{&{h!Vo
z!?LFpm0!v$w2*GWG#9f2<Ie&huSRes8|(fMZs6;-9!UCj@K11dM(st*ecjy<OFRtQ
zkW&x-MGkLA#naXIH6211QCs5+fx{MJ;#{#AO5Q^v{*Oa59;IMw4;@5M9TRL{_m@9%
zyAPek&<Q10-yt+fgd;d{8=qg}-L$m^-gpIWRFd~DtXJgtzzIkfZ3PDn?I{Bw@Wj8B
zoLFjMD#<k=n0;*}8sY1OdzU`O^=t3U%z<y&Z+iLC!ML>GHUSdIxxOqIhmp*F!fCu?
ztoMgHXPeP@F)Ot1IcIzWS@-DJcg!5ynp|-X>4Fe9J6D^UzB;&h_cvDME}qbnD*pm@
zlQQ!(2aFTG$>nc^EBYEm5$j8U?}>|C4dV^UY|RcNsBJ_qi?<!5shy3H5mLV^rl2~F
z!fnbwAHqq($MY^a{$i%)E{0^LqaNc#!9M8udWDrilu&dNi}|T)<XcOn)x|_8H4`M|
zl6YW<utZwLy|O1`;!EUM<P3d>A`ZW&cv}K>^M$aW-v{!VGMWVKgW)si8@iCf$8Son
zXsmT-h~>R0@io1^>P}yVz32bACfjnL(}47EDIg^Kr}z8crGT`*KisPRN6Jh2tw7sy
zWr+;=@0xuF&A=8J49tib42<jVH9P44-G|kM^(R=x{{u3lna&td!BHe#hHuUj-vqaZ
zh`N&JpVmQvcTS&srb?bmQiQj>>9Z;XE~s|P(T!5L6uK{_FX2pC|FueQRQdY7yxJA-
zWs)Ei@88e&di?hP5Zvh9P%(eJoV9?ZFN+xpgem!`#8!+}N{Kdv3Za7D<XoVnsF1u5
z2b)x(?&R_FM=ScgQ3~!3S`7VB3Ydp+Z+k<TqdAR|Z!J&_(HOp|hF5v3_<vMq2F{M>
z8e%W6kIY{Rp&33Efi)l`I?27p;|lp}ef6IYx$#p8C6RtD!fkPuA4-54NeG}FnTL9s
z5BSI$3=A`R*FM{SR}KaVBj$dSeyzcMxZ`HFJiZBjB_aM$8~WC(&FH*`#q$S;VL$nn
zggHH0BIeEr^^*p@xAIs*yf+e|SDQ>|O@%BcG<u|RLyQVT#*ic0g1D)6C5F>fhr(x6
zDJ#M}N>YYnOU#Ut9#?M6w@HU_Q(lM*KJLM^WT7Q%tc9K<2w4_{DaavHtk$~${L0X~
z5n^T-`WivKjMWaGH?>x@JY`L<kYe2}&Q6&vleticC#%otY3(w*U{-^n%TqcAci(NT
z9=95i=B*!xX=$_AS%eQSwp=3HsS|hBbZxn+EGqAia$kL49xx?BHBd7YL=ALY!I0H!
zjjuGNG^Hm?dhP<%%OrYHZ$TKa?k;R&Tm^-2X&SfuF4sY=GRYA$P*YBT8q#(D23RTv
z&li8RHa4)FwAH#b8Y)dJqcHQVVlCmPbAHWBoA`lgEqz!~<)W7u6~5HOM!X)9O+KP9
zwa81JzL`Gcuz(j1i0MRdF%}Qi##}pgp<3$$rquywwSR-qdUSf#E@h`&1|uh$WLTQJ
z;!)1gCEP0OW8tR7837x_1nL@GMZq;2?CC(VSH^S`sx5SDR#V;9ko8wlTLHY~ZbAYv
z?ZgU}*yY5IkKs^sazBM)PS&!T6y=+F2-~BTOBJ!ciOM=xZFa{Ibt>{NzXlT}o@UZn
z%4K4z2{1uPT%7F+Hi$Jt#J<Y#H_E2jncK`Uv5IjWRw_7iHmn(~L0GLLWZxNi?Cgi{
z+R-aRSgd#)#PJ*_V#_@;?-x6q@=MpNU{@>A@#M{(@_L!8C#Ze(;cv{tb2Tq)!%y?S
z7D;vwMHj)eSBnVZY*{Kfpyuk~t8S->Z&c3E<-CJFG=?936`3$AY2p+#bE0#$Ms_pN
zA8ZP0N|tn+P-BwWt7#{+p1(udsmHsm@s3a~M_|oqgBRbl3XRu*FNd2?sUtndB}N%c
zi!6!bUyAyNexEeNr$&YUp-P^Ljxni2NlleUQ>P0h73pW&m&r0B+~yoh@;zUdubgt!
zqlyd^lSz9+-^}M!jN~D1OJL8iZWZP}f09-Yq#sUSu~C`T7V+LG$gh;Nyk222a?`vz
z_+)My^YGgAs6R+^hgMWn70k-IF)wRP$*-2=L67q;_t~z$0z3}wj)$d5>q%G1dnTpD
zz`gu>cwX&=|NAMDV$mYPBPvBYC)Ly=dD(&H6b@xnnxr2C>YJHZ-ros_dG$a>Grpdq
z67zW!c!%f_f9!3yD`4V21f9(Ztej%<BcWGUvw2ct<$zKTVYi{pake|gArC>+OpA<J
z^fvACZqC}}%acl#lVYMnGx8$a2R!-G?J88&$yM35uZ_t$vlasKZWj8Xj!{1*ISN1!
z7{EjuvL=!gt>RHOU{M(cFvW&9PlQ$}!6|F5v;{6r=chH$UbDMXUhj8IYzPmf8n6zH
zaXtw>d~Bn}eb<;qwR?jy&zDxHJai6Nk@lgj5uY%nu7u3Sxn!I5|8R9q(SZeR+D#`N
z+qP}nHaku_ww;_L9ox2Tvtyeb+w9oWGvB}dwPvo)ZC#zJ+RyXuTAp2FE^eyHTE6@F
zOHO`K4lCJ3+>C;4ooaz%O%4m!X~7$S-Mz;H3#}uYLDIpFq~2uV$*+IbnJ5<z>y<CL
zZ1R$0zN9M6M!8HVPsSOy<YeTo#fuFm_a3*r#zM?CP{15@A*L2-<+u{cE;oRx*9doq
zp{JH2&X1x|?c^$oaps;uE-@=Jv6V?XH{<(7tRh=ct&El-mp%B#E<ml?O@IJ6*ZrkQ
zf1L9}NJM~qj@n;R)^8+=)wY(MCntke6)T}SWpSPR_81VOwz|Ngq2?GdYKV2$IYma1
zHb}*gC=4x9o>P>aaCUbzMl@?Ekmfve6NWTr9uk0tqw89M3m{l#b`rM{7KxI`F`%q(
z&`V(6A=;7nZ?c3UtR2GDy=DWJUF02NC9<b1=?tZ`CLIYi2`5(RHTl+_qIah83A$AW
zifOq9kH=l9I`QZ^1vt}aJR{fo5~`~7njo?HI@r;nQAP&gFPjRiS1Y3B^=23W9z@2+
z(f;ZXg8}{vhmTYA(K@aF(DQ`cz)i5<oI|w2C3-vi+&Z`XTPUVhY9^39uFGb0n`EeT
zX?(G~;f>px72h10#&VG;Z;{hm?8`&=KB!OUTrmt0-dqNWV#QY0k&h_6SW>i%wsq8;
z-yW6yCl|iZs!iDwY}E)aU$X2D(LScq$v!&5bK<9NaqYfQAr^|2o*V1ir_*COTR67E
zmZJ}`D`}St|K`6Wk`#!)OU4xLhzCC;pqLC)kZmWoR1}-CMXYLp+|$m>)&Xbb%-Nmk
zV9Tsb`u<>{w0mjg_J_e+eHbx4V4^IBYhB|-5B}5%j1<bw>=J%+(L&QL`mg%RX=e{x
zdQ~Gvr-Cnu-AQ~A7&1p^(=G$Qwg7`?WTa$g*BHC2X`*5s;TbTfw`UQ0)20KJ|E`!s
z>ExyDEW-J27h`~>+%ecYvBl#Ps-X2KMmNbX#>MW5@N@c57WUT6Lc*Qp%t?m)G~N%_
zsKq;|cD`UE()J8x<)&nyWJ?RdXmW%ZgX5B6Y3>L{)UkRhO<Efz%YyBW;^t;OtOZYP
zbo_&BPTNTdni3GB%Sk8*E<|!#KXLye0qu+et7EQ`5c?h;dF`_~WJBZp<W5|lud_Lz
z_T}i3sKrsazP-bcI$=cei)zd{{G{c3&C<lR3*@w$)aWF!r&L+9S6^~?oLLi=Oc3ki
zBwV+lQ#4UTDGGZ><Z<4Ze45H|vjSC6@>SXxm<+^ZJ}Q8)A8ph{L2l=eTh(lBMMZk%
zNbXvI0Ug@#-v5#Jvo%3hu}HEU{WrD)WaWm>m*>kpV~|kJoN=?mgPd*IBSvdh-fjbC
zq9eZD!`ijgkJP{^X5*F+dJ@4H`EXS~^-L#5;~MJl^^Z%m);xlS6|Ph}$%1v$j$c<P
zx5$pf&WONe@~Qr3ALK1@`c>hZX%}LwBM7;>L?prDQ)K|fU5>KFW=&X9AA2cXLYA~k
z8o2fR!v}QBU8F*3{kJOK{AL+8G>!e_WtmnxQn36bqpVTMNK?19id}>AWQR6!*1_<q
zAWn~8Yqr^#?qN8F-TOGU>P<G{x&@H!T}LJeF&V(cITM(0kdV@DfTFI#tp}k$=*6+;
zDs$`&-&xu@-?h^u;tk(X+K8te*Aa9M;UF==+u-Hi>{}#r#z^Xp3W32eV@=@mwtF6@
zm6vcgmBo?y?(p9PbEQRXuHS+^3GIr)IR2&0h{bnS6}cg;gr?nbzJ;&MuTaBiJKRZ6
z#uosHPj!#uyRVNR#r@BMb~hA8z6e!+(lRO`K?=elv>hr1a7Bg2^3q2mZN`!}vwI^m
zS?l=3bGjpKZvQ{k6l-`AmD~{v;90%?Mit-X9+VfMCfki!W`?u2BZUYt?v3;9<Dqpf
zg7hZqWFhJn1NDaMKD6vqbLK)>y&Y3(m&pKH$Al&3KYzfqjN-Es72NC?H5y(t9tyTr
z3{_+m&Lm3o`Tf~39@bpWT)VaGmF;iX(-#RSU7gQCI9gsg;0+tW>&Wp9tr@jn>#Gsh
z-|7ZhrG@T)9w#2P7)<wGmhEh7yLIzK^}}$iwXgbnU5J749@4m#OXvn9d*Geld|w6{
znK^gJ+4fzl`gB%B3hUA_e)6&#;#LnK@c3(V;B=mNU6hp8rRIzfcttzb8Zs=UsP4+>
z4zV(K;H=c`d!Cr;PT2kMSH35y8F-*-!oP#?a3r<c<L)GXgM{Wmd-$0;>n{f{Guhf`
z8<FW4`EjM;=jEuQzt~!;yd97EkZlPpx*v-By5l_Xdn#{dO86S+FFutj3;GXe(Cqwf
zDueZ{9tc+rCm0mvm^hWA`>d<IGW!x>L|u0;CQ91d^oX5W4yX%7el$Cl_rQu>?b<dO
zSMg)0xEgp_V&_j&<!^;dtT=u!{NXCDj5u9hLv_`+b{3I9U{hWb=f%|1(Z2wIT~h{U
zAP_jqm2Upbhv%V>t%9SMAmPMJBaKgnor)hF5kHbL*)w(~b8-mhM){-3B1!V)bwd@q
zvS!c2y^Xjh5#sPbya6WKc1yew6zz?C>=0|a^u%MUdWAleJJQcF@l5RiTagI;d%k&W
z(Y4?K{rcD;l=~GVHjKF~xsDl_K58{qx0G*APi2q_)xP$pVJF2qIvL<V<D}+Tbn=6V
zP>ymjVoV~nAT1hTPjhH!M*0VwUVhkEzkU}m637i&?Ih7}gv95|nB-U=P;bUBRtqh6
zag(Orlt!G@%ev^X(|IS?zhmhM(7c%AyruWPAD%s-d@kpI1^2Uz@%x3fz2|;(g7{4O
zdH;W|bm!sL;L!hFXa&g$bfrr)h;;<=1czp<jH8%8zI{^dUxX)Mp;lA0vc64T@Ue1s
z-W{Ho>Vc%zr}QBoEJ)?YmFOuC6hg#UI_O5CLSVpUnUrZ=9<#VWzza0tHUE4_KI`nq
zd8JX?oKroofx<ID5Iuxk?m)A%x2hw!VZQFdg9%yHh$eR3bS$PE$b`F9@k|7Wm6iFO
z%+BXgr{)wipYgX`$5=Eq5!^Z38QF8N%-4zCbCmH>vn(s)uftr+g>UDI^3EcaJOb3V
zB&ar%Z7cjy)c8l#1MXkpkrC8pep6SJPzT=hz=(jQgp()9nbggQVNXy@@A5gGS*#!G
zZ`)Noj$(^_X+HQKX13+URvQB8M$IFl0$8q>g#7g*EO8ygkM@xb8rYK=$I!ide~FO3
ziP~k9FKuEdj2d3YFZ~t|p>+{`e8SBb{@8>!1ss)sl}sO`b&~3xM5}mKe%4CYAS-v?
zwJmpzI6MGaaEDJtBbz7qa|1GJnYi#Q+y6?SOY8Dri$>nD?{Kg{*eF0h-&SPlqs360
z8?hBXG)Q;)5u{J7z>8BGYuK5~dX4N|+WQPihEmNb#TR9murrB<^F0ySM|Rf|uV6P*
zn4r`#<sN0(A>0M;2Z@5jeQi7`cA+bg_828Zw#7S|lpzC;L)<7^2Bjxg!{pC+m-rKv
zqIg+l99(myyrQHVja>xX|AqM*H{#!+|L0b}9ZJKtjPj57bN^@7>Hk}{;1hAPpaCB|
zQ*^-IY0`|<wq-qG%htbXb3@+JD^A6$*p}!t`Ce+ES(;+3C3CZmSEnpX98C%7RtOoH
zQ3#<KZL_3W7nC3jGY}MJ3zDYn0Yd!C-t19^GSjA9(6677b=znAZR-{oakt6!*}oAL
zYtkxrT>$kOlh>S&J-kIt_N$nm0XEcx1Q|<EUd5R|68sLqPp>0S(Y=;r<s`d{W|cWV
zl0PYY0nJlFyN>kF(~^}FSH{CR-1(1O5*!n!#J-DSpXs~6LuELJ{8X6W&~Z-@l?(FJ
zD2yM4`^B|`vUaDm7(DU>`$1g8l;{h#x)p!XIHwNF?Q(_})N^)AV7#Ocfpiuw*vA_i
zPIX7@ju(?;MaSE6n$%89ff>g;-5g4KzO_|KT^h9-x)O5Z1CJVHbSopSm9bSH%oW&O
zP|n<8*zOY!XpG9PLHSDX77qOgj9iAr=y`35YEPQn-I7L+_Q;u}YjhHKQ|4L}Y670K
zJ&NBW*6RAldk^{<zu86HfRu6bPD|d_w)SMsvaUIKUeCtVE|$W739kAU1xYLHEkZyG
zn81Fv-PM6}7n?FsCYePxS+$C#yqO-`6}sBn#>UJyPVLTvdYvRIHSUwWZ@V}&pjk%A
zkm@~g($)yU_oHWdf;dZsa;X2RxL>bYnw56X-m^B_yk)HD46s3<z_3#ZpTQ7E$@|hS
z!F@{8cahhSRiRV@%O`j6xqVw`_qSi`@A3XV>)9_707%xkPLKgmRcXhB!qKl+ztzDX
zVDTGDvcNU-BBvx0o*xZ9NK_|Us4l)-D>a6|S<93uy@?|a(tG)2?n=rKNp%XjWZjp3
zb2p%)$Dxg}tn?WXD2z<uow9Su%2+gs+`<gQiSLd^w-@=23KkX|gO?%d{odzq`qQ1O
zjb?ehQZj?#Y8etfY-BM|ctXlte5Ask))=>+%{~f)HQJi>eX~>N<5vqU<s(F32*Ho$
zl^7ISo|>oTi@(>mD?>X?JV>$VbGl#!8^j#DDRO`0tX9Ps0Ge++K9jcChNqh@B4~y*
zQ&C<nYYxe9ci^htB@z=7j;G99Hcdy6ANf5U(R!Wtc7=}IY*bdT_rdQHbOo%bub-GK
zTOz4BRB^)(rw~b4i=+}lu@yGIg-6s9DkUn(5ax%IQU+LAHl>70-yqM{CR0s(YQy3Z
z(kmI#BCSwFfeU&bfo8Rs07=zRIyA)ILqoa=xL_yMdQ;0!@E=5rD;_p8P7BA4_5Nb-
zn-ZP9jEAqy@i)JR#iCbzvW93gzy87lgj$MIA}VkR7!FpP)VPu@22IcqBApL8LS+bv
zXDo8e(Rg08tOAke!+EdN&|fF<0m*X~ZM-|29|^k!0Ocp)#lVOVms%?WR*b|)eD?qx
zOLR5DD`bb)`(fd_u6}QtW%La7^QG^o)*%U&w?A0QRf&>~Vdi4U{X?0N8WnyC^g<l)
zd*d2E(Y=hIL!Dp2NllOw3xj!z5IQ72aRPkV4SGUc3v9v3+-PK2aR_SoHb+j)=I;jD
zk5M*L;CrPzi#pssn}{WCtsp(*8o1n4;hJ4%n{m@51e^py!?|-__Dqw9oab(ly3y*%
z%D>ZJ4|9YLkJ~)?PfBsS)U_gPodhSbxAu|xgP0V8)7$c4kxtRwNRd_6M~dgPb>pVi
zAH1R1Ep`arA5KN1OVc=?v5$eIW_@Jm7G*k+K<R-tbN$HaI}deqwD?)-zG<oGQv+&2
zOVXPS7s-JAO*WRl!f1?lX%*@Rn1oxkvJwM6zd*J|R0OKaqSL9N-H;83xbjpAUTFbu
zqjSxSK-Av@JJ=DD&DS;mERa%e98FrIQ2reVeygT4Cje#X#CWaJ=%Gz&KN1^uC2->!
zfFWW~uWTI@kuVfeL=XY#mEV_rR!L@Dcy{Uu9BZV(<A|&L6#l(Icom+4_BWYeD|AJj
zfT!wq{lzMIJO7sV1qabUM@7t;&nJ8Mde6O3?{fECy+?Te=_VSdH`Tr$nU++C-H))>
z;1JQ`UAPCEPw-$DapFLS?GtLd;#Tq$kci$AzaE~oB{~0Tv2m3T$@a;$9q~xXcTe@t
z)^StH_Q|#x_K5%7sk-0!%!;#Z`?&F|*ZbBzH}vZE#+>~V576KL@aY|gOgnR;E5Q-`
zZJ@?ob1O_>TrqA`Im9*-&Vw<QRnLwx|BSR<dut>>qVSS1jQCent`uLg&A5>rpw#At
zbe&=KnaIB#crP0_Sbk<6-5q&>j_&O@5T}=Wv2f+W`c9n$>2Gj%vogf1X!Q>7CsX+G
zE+5@X&f2EEZ-3{m_E|GHwUGCb6Pi2s{3AU7#~)3-=w8M>farck`rOkm#8N~?C&*Cg
z2`mv)Ozk$y;s=qonV7Lx^|0UpAj$rT+*|fnmK=O>XP1zbddU>$D+tIiYG`Ke^VDae
z0gH98|3mIvkSe^CYx(Z{X&N$m6qo;Wdh<~0A$4eA{f_I0t%F4Q-l|<$j7@IaVH6Cj
z#JP?0m100gy|eB4{3Q21&#Jzm^q}hMNpkHT_NP~w&dM{opZdPw4Iz665Lh$+toUx8
z{8eykFtzxM`}rBu3wWGxcYU7bo8Nj(4b;jSzsv3eceprTp>}HM^Jqub?Bct=840Ba
ztknYFn$aDV&u6Qt!DaGG$|7LflM1m)UUktcHIqq7ibs5B#+q(Ct_bUF9ahaoiTS&%
zYV&KO#NMCBpVVDy`g<&aS;FwMhTNZPhv&NNEt^WRzh}1((4F?A42Lzm0WzQX4Hk~^
z;I0WiCt@Mw<DUC!!VVnP@djyC3;eXSk~awfiFWi>l_=G$ncbVl1^JMIF>y!@raRDQ
z`VNAN=-|oM;L|d}O+Qf%=tM~-=nx%i4w1>!Z0VMTLtRR-tQa5Qyb)i`scY#D5di}E
zSEFyta&0qiUe&0V?zEc2E3?EJt%w$aG`IxTUAh~WaWY!E>+H9YA}H=?7ahU@g_jW}
z9;@rVUFvQD(L+xGbBEAmM>zpkI1^Cs#ULWq@`Ds56hl0Phe88|qTC*iL%$B(sclcN
zf}Mm5fpLs!&r4chC7gXfeLSm>HW@=i6SVaK;sfF$K`~Y*J<sD?nSIk;t4*~YlAE8b
zvrea6HdU<j==hZb)J3{Be&FwA=fQxgr@Bjd9c}SZ>AzITBPOhiPVK^|&6=sLdT2}?
zZ$qg>jIDTDISz)N7?3Hs;15;k8mBfP^<is`u0?;za(}7;GX&&9bu<B@5#_W?x*Q_+
zvEsZ^`c7TWhm@^Qarcl@gkeTSurzC}&<vzmtJ$X7SzU~iT1F_Ea_c6^B7Tx0X5Vo3
zr+JPil+h!!DWdEf6jQ>p9|D>4(zzkut(-HBsO$Q=Wa%&9B_YUQQ+Rgf(tXFIjZYE8
zT2FrQI5m#|_rdK-iqh3EKim6txxD0^X~bmOQp?TIxCdC9<^udKGB6+u#x6l4TwR#3
zm`soz!b%k=oA{_(jtCIP)X#CTtxDxlcCs@9=|*(sL46Hp<Fd)k4BZPPQ0s}PdpI!Q
zv<>#>a>K9}RH`R<*#1ycETU*?5Mh!#AufBc!gRa?Ti?s~S-mGCxA!|29R1Zc(Gh|s
zZ48oPq+gY(-b#d!vLVQg#4BT}E*Iz<H%@=3@`h|oj>>8hB~eKw|I7^w?&U-}V?N)i
z=w9x1K{n?koWZC;!)QLq7bpax3E<#%_-09OI+IVw;aCH+w8n2qu@w;<j$t?C<VlS;
zxg$`45YHK?b;tr%330ABqak?f#MFii>7;j?(ePG&c)oMzobPk9KTVk|Y>~)Y%*KDF
z@R>~%$`MdzdOx7L##iJLX%yl+M^vpwNx`I=k$J75w^}cxL}zBSG`Z(t;mHyShKpqc
zD*y09!ullocm4r{>X3)J2I?!a>moODP9FV%Il=x{M$CD6+?E!W>`${tw!@#$*y`Nk
zstW2yR`>8;GKICXn(SVI2-f#l{CRVv_hl863uuJb3nxaW0wkNEMXo~H?hE`lzVUlF
zzTpImCyo)7GQlNk;}2V~A`e|kAO1NDC)i#Zh1c^7a-~Ib2tkiQ?&q%bN7W6#7td1x
z8LB5luyRKA@{mOB{@qRHi>F+fkx4Vd&E1-(P_IC*ri}uZ=Lfr@a7)3~11^j3NrBeA
z)w!k5fAUqskiS7qvuvrl;R8xsP2a5Ze22K4OvMr?AJcTAx5z702H4EyPW)ZnczDv`
zw1xg|qp2K3<fLtd)bg}n4s_=ICA$3pET~+dbArvxsr4dC&5&nJUAVWzozBe_3G(>f
z71`=p6l9i=4lnKbMZocwAj@xzoD*OVUWkxW_T}d-Ptq0a{{5*LM00WZ?Mo|(v7%1!
z?-f)h!v7iaU<p=!jI&klsFJx~<e|>3{3)=eL5v@VGR9O@e=wTOyVN*gLPsS4aORMr
zdByh8gMcwVxw@p=K>T>bYZ##gsU-_aG*H!!96P3^vihaCW$zOSD8L>CIp2$L>zY&f
z4MYrx6R@dl#kOa*FjLRsbIgcSY52<&RKTsA|1q#5u%MQ|m?70VD=CL=HeY?O9HnDy
z7n&BkKuO0;w;DklKVAXGW*G)3$c%BrNkCIk$XZ7<m8=yY4j?aERLW%w*qlWjET)f@
zheP95Sch0>z>Ldy#9816RY4|AsflNn1-yPcV^|aEJjH`iVZ7|SGhXPCk=-X7M8@5d
z(3Z<BQtWFWx_M^P_M})%ktN|+#aP0ZuHa>|B6g;XYo`r>(~URZTcrYyrU=aRf6R9!
zCLU!ch#jeUvzhL(g^>(?nV9?@3;Uw^ZV5J+6VsD4fs;tVzD7}OT+B?WA+YZ#Ti@Jx
zqJEH))^-h&Oqy}bB;sn9bu=`l>CO21>j;nKMXq@rHdaY|M7V-aL>)ivR|HOJ#xFJ8
z(vFYiCsMZFAsvGoBKi|xR1_%(qcqqS|HXp634X3%x#?x;k&obN!8#6OWe&w;Q@d-W
zFKCL1DNL;Gd$|MmmgcPdSkoW5W*0_Z3@eEE?%cwe%!n(nsHe;q8gjDQe<lCbn5E$s
zeh`xSN{*?Uq1M^SAb44XITcoO1;qooLnQVRwC0HMWHnG>bShGy+)G{7KniA>w8meH
z&bDP$-OVdTF+%)7n}d(=shHcnYf3>IQdt%2z0PUv9b;YHMK=T6e1kJ;^U!iF`d5u1
zB!y&xmah5FIW`fz#WiLk05w73i6M3&U9<@lt6I*GO{`J{DH+tAdg%~N0t;atrc2Y9
zU5a`k>8Q|0W!xMPqQ3yKX`XJZ&u|UWAT?Pg3d-1P;*cM3b=1!7pQfq)RrZ0|Pmin?
z*T;ru{->en0m)d*!H0_z&z*NKY%_W&C>I1@ZHEOC?^+nBk2cE5R#Y)-T^}ZAp|I6w
zou>$IIf(gn8}7hQt6;t@0?*OtLXmc0J4QI|ojqjF?_>|i{mA5KW>>&Pn3JG3&$Q|F
z=0u#s@UFIAH>6djPgtjqS=v!gL`jE>r)L|}ZLBDdPEqD{o!2li!-aWvvq5tsLguM!
zxD*>&3qTWul=dS?*zxhoV948!&)v#nU?{T7k>lq>z5GG-9IgVyy<Rljur;rm?!u!*
zF%~9M>dOGIJ;pR;0{gDoeYFcjy02PSrpDGSERGm^w>C-P%NM45w|EnSe+rYrDV<=i
zA7XZ+ySt_i><$`Dv>-Y3)+=lz*7uu874WOoIf!`o7cC`6xWiAlIQe<Hj)}>pC7EQ9
z+zvElvk>RN*|8sg)Kv?)R28xMOIW>JN!cm#oLB=&@xlvY29mj;<NqdtJut2I@r)}!
zU_7LWVbn@(o(5#~aR0@`_@z1b;M$4|v)yCh9gKfg>~+*!u>y=-2@3SM3=cKsrv!yM
z_tByje)~#a&m`*+qviSsdlLk95$Lo^XhQ|##_>iXu|)>Vt1NT{rz9MKDwxT(_}a9P
zDWL-ne}uOOA&3y2hv!;P)<MYXXLbHLR(#T87UFGRPu;N4HPqL<ir>7IwV%;4=0|OO
z6%PUtW3)MP!QGzQewP@9i41_%6Vp5C-useeiy=%~kKL$V+_2Khu6i3~kqj*TNJI96
zrkJ5rtzXe7pkYPtPA^ZRF-P#!isY*j{ip>LQPq>vLmP?if=#xX)*=+88IK{UyeP|G
z+?D<G$Cpyzmn@@7i<lXRie12`_wPj)P6+2BkI;gRwF)2ex?w3szWc?(@<Zq~8Pn*E
zA*1~+XTv<ar0B9AehR(mf!FY<stY?R{1WiFE?V(Gl|Qu1d+(1Zhx79LzFqC{1$qrA
z#M~%nR3y==kK@gL;TXq=bZ-kiq@K1?70thbeZ+s7w0_C~^*Ub#fR0NQ*$G!J>_y5r
zgLhNdrkkwne01ZfzL{c!y@*pyDka6SLc?1{+nOEw4M}Hn#>#5-(ZLCZUE^_1=7EpC
z%G!%hz~=EWLuYNK_b2TCqh%2PQQbFA)%pC#S})hM4gWuudWL>Bg#RY2?0COUTS@;l
zV%!rQ`dI)-54@qJ>nSPi)25aK=Vb4A+ZQq&ySDLRaLo;eAr8aod1;<E7s~By-IFC3
z5y}$OiqokE`oMr7BqFjneJN0AvViYUr_e}$dpUVqTQyx1E)I@G8=Y14Ggr*qmTP_I
z+`fa9jN7*n1-9aNWWwf*tm}C|Zv7CWcW>WO@5%%sYj6C$+uBki-`bx1t~~OvT6TWf
zf%sHm5spx{c_i@W?Cn`%3jBhE;~PyxaCA(I<lrPC*zGxn_vwQNjm3Iq$AlZKW!*__
zlOTH-No{|oz^uJF(bRj!@tgR)qQ`{NJ2m8vwShb2z`Q_o`xf;Hx$!t)%oVWy_l9!g
zQI!)o*q_-{^0&X6ao;f9sohixv+v9g<JHxr9Uj>*+<UV-2_a<pN!Xsx`#A?szM&Ig
z-+5E}%n5Ph4))b&@p&3T@Qlp~*zNRg?i>a12k$Tww%3VCao(eV>#}alW?DI<I<$+`
zGwIC|bvRb@V*WEhC3Oge5ismx@VB1~iFyIf)rgqB?X85Z$+t6~L85RwxnSXH%w<?d
zVSOQ3dm#eGX~ZF&ziB1f@)_eLo8#?HC?z`c;kG$~M#yQzlW|`o9qq7)h8wE{j6wfR
z&dka0ef_hlzWr)@tV@%LATGf+=BW-&8x}Nkh>my~l*>`u59ynHLvrlG4T)%%Tj2vz
z(-;+Y)<A3MUBbnUnO9OA>XXKJ=HLegVMMD;wlt9O_sBw8I+UuYF|3DpFs1GJNz;c<
zINAosj7c#w+g2xssOi>KH<@&^rqjCMyl63-8I&n~7?c@t+AI$GXNEY2>#~s{Hkd#K
ze{w^>BOB{Z*->E{5g_f7oQ1?=Y-9uP&X|~;@b#riSw>;3={1eIbp~1TO${}VC<_}*
z5$M)z6CEPDzv~!HzA5Z)MW*#dZZd^<^Y5u}szpqs&(KB;CGS;;IJ)LPqlk77Bdw6!
z!-a~>sqZSWH8mIewKJmJay%o^q%3(BZVjhYFHLn+c2KJw!>Un6XNAvJPZI)<OA@}W
zm0fegP$CZvN^SXGI-;xV8(7tk5I7a2(fJOGnBg1?{%7q0zoDn0zvo*-_Y$8(w**1o
zw&Q2&Ef8eGg7#1tF!8W1v<3Sa<k?;3m~990?3r==+hQNtpGoI#2!iG&tVHFP;PaJ4
ze`Dsh8M-fGMm>x6EqM{i)06?XkRNk@LfR1WM?`?%?tzRdxR0EYqPy%pRDtbeSogul
zkX`X%u_kPdB=iT*Wa55BeBkqw%;(5|k5Esc$S2-~w<A(Ys(Ws<ua`lZ+fswAx&t1z
z>T-ee;Vz59T%{N*MU_acgTV-8MJe>T1s++lK<mCMZ3E||AT;K|2Pj~Icj~6Wb}M`9
z%%5{rsha}l5fV2EDk78aLuc1k#itZbWYq~xxrDNS?E==L@H1Ng0$D97%TF%e&bTVL
zNK83Lu_Y5qqE8}i4jV;{)EelXlCAaHi&6894{QopEc~Mx>Ypj~&=f<ZTDHGzXI-$h
zb~({KC36nv2v)89ixH4{tk~>dcGHvbF3I4tiz3fUDHBxcj)IFXle9;uq2<U8u@`?{
zW-hIy=qsjX{h5yEx-v8!Y1*^)Xz-I}_~4??<ETGH=yyYzKKjr3KWfnM+E<$xFtty?
zo&teYSdBrG*=xt48ELvsTzJYzeBViqiBxu~O#xw=?k&Pw)GEMmv6Yvnc8IX-E*Lpu
zo^D=&01HO4BAa!5K`!@HEA}N{$iDzGKBrEO3@o=b{G|voexaKq+@CEnnb)tOV%0E6
z;Iy2$x6-j>X{Tw_jHT&&tm1fH_osi8h1GJ6rq$o*jAmB6^G>I8j<ei$zu_plv`g`Q
za$Wo8<tn|22zTIKbA*I#ALWM!GRF~JMa=o{#4lWIS80OoZhB=A{9@_KF{n!yJN453
z1a#CaDb0$wD|m;XSg(N#7BwQCeX0Tb70zKkNY+ix>3bX})o-~|k2@Z*4X6^iM5%jT
zK;87Gx@tVd^zqfehR%;d)Ol)j#W7h`-2)%`X)5;Fs3{<vo;}?OM3Txf6bBvEg^sDq
z)fG07UOuEPKCZL~I-a5GhaIb`Mn*#_$uu4tc!|Q^{S0;XFBwlP=8ix&sGesP43&lP
zJbP3AK*8f~IlKO;Bi0Vf7%IL5dfJZy>Ux9Ak{t}t3=HG>p9?h~_RMjOZt*pc?|qjz
zmuqoWl2kyU%bd=7S{+(NWdBxE1li?G{PKe%`<xa-1y_hhBCmSVv(g{_3u~B5we!o`
z!)!f8$g80(slsM_nwAj90*Rjy(%k#3TI#Nnts#SI>!-|gLcVT4d@K7uDSDe9>JE5m
z(e0<9DHu;C5hfKkSrrw@nncq|-5l(6p<#V^wYz|C#y#%hR(S-X>u7M~SMaW>YpCAT
zb2K(&3e{6C!mF5;&`P)}Jl0BvKZ%vTLwjVlEPGBY*anYN${(Wfa#Ghf<S|AfO5tr0
z98pWVA*nW#1&;}k=%`M+&31DOqa%9-^?yPDaU8>aA!%-A=0{vXvg;3y7{gznqQztP
ziF&~6FSLx4)|Lfbb&e&a23TX3ep^Xf-U{%POt+(oWC^OgEOqZJIgvEw_^PP(tK2as
zJpqx1f7GGI7IR4~=!F}WUgw6xZRp+3EeI8f##wUI&VsTZ3ZCU>7+o$KfstvASzIFr
zrj{j-$QRZ(>2{Tu!BeQWuk&`pV^%5mS!tkW8sD3OZJ4EWl24I!P#&r~DNBWA|8)bk
z2Cq0JV#tXdW2wSm{|ZJb=-un`*M8I;LY~i_n&^g{${r#0g~02V%k2V^wJovFV!q|f
zZ51m%l^e?<-a>Nxr8XOUi8NTVg(|1_Au2V^Pv1vkv~!Jv43>iqz0nZ+hPC(O3w$6J
zbXfXNC#4&a`C1Y_8u#80J#G)JT>SUvs!h~U+m18*lyzPVwmnIhL)4NXcY*LynA;Na
z0RP%P+%#M}i(T=5+r{K0h*QNLkL%1rfWI2DGvbd}$#Kd!fm#8taa2L-F?2!f$XeRz
zQ>?I{i_?fNQ0aDDshXg~AJbERZcPA%1SfGxGktHkgQW4VI<!C(gl`j+a-&9*&mPmM
zkKdbpyu86mnmPR^ABz}{AImSyC1oIVQE>D0>yi?sv#;eQ@k4jH36%(gbvq495jv$0
z;ypLlz^M;q9G1b}E;7IKqZ|21_LVU4O5^u`BBn91;|p)sII%1$qjL|F9(MuI;eypu
zvQ}zmJ}wl8TiG{9YWx;X-L2$E(VL*kea~1MppHK>70(|+c!}?0e=^8>fNzOV&43d{
zqZ@Dx3aD<7*s<@LK9^A2p|)o3Avl(XGk9zUxjVFl2Wy%1!`>87U!k~X?$PcMtdUHT
zI+r}$aWFoK<BGb*CxANIQ^x?MBfiCZeyV&#1Z;!<K4b(OL!^7ks(cW+X?u>hLBu(1
zL#lh0qI{x1q|7n<#RBFBK^fqZiuXYB?dXSa<s6mpScZ(|Byf^+PD;~fNTM!h;R!Le
zH07Uhd^Ur&!;a+~zYA~--A(Sp>Ut~tOd%O?4$1D}HsPPVdrPTy(E%2E`pC5zH<}5Z
z9vNl6)oMNyXtj~{nR~o@@Ty(ZJ+jr?v_qyFufD49Lhp5hNP;v&$z3RdCDXY{d)ON<
zs;cjDUBdA8jx#gme_?T6WW9Rif$Q1rTCKod2J~x{H}B%MUpEokX?v}E?u$19Gq3&<
zA3bPb<S%=O#e1TnK7dI?>=2>+ZTK^)NNdnf2i5oVunA0ndI)LeqmufQ;xmWIDw<IS
z<V!hX9jZ@IcBmI?zqI68ZbKeEH#Guq9>6SlM&y*DO16+8zJp7*9|yHeYf!>S$4X{M
zNTlPCCLK=PF?ARHhZWRPG8!N;?X)rfs6Or~cgz2gd}ROk`oRyg@lPjzYRGZn61+)K
zh=i00Vkat*r$I1p5rHVF_yJ4GOs6DCn1BIUm;)%)l!<sY7qoDl7>2RXby-t!vqZVo
z0W7B|YW}9-mxhE=P2{ZlD5osy%0nsD7|PifCz0|jDgHzm#|~=BiG8`M;oHkXCA<E?
zv7#cUh%BpdOTdX|t~IqRN7$Ow9Ay$`m}4TT@eogRnmm8Zvm}dAamP4-81wI>I9<aK
z-7tBH?zjY_B3*Kow-dKWt&8$T677MEYE40MJf*aPPD1n+&moNDa5;u(4aXe)N}3bB
z&VsB{H!-Kf#8}A&6=(WtBFrt!`%qG5vPPB)jiTwiBCy}*ti{+;CzE9-RZHC}lTZ~~
zx^g!Ofog3^x^T_u$b`Ur$kCpVwrV%-Z&MI$$m^tLf3xV7&QewvisjlE-d!IWzF7~+
ze#vC2)snUf`If;2^+p0`FPKIQmwpWoAv%}e)rx~NAgIP$kxxo`0GeQcm*!NuA$~^b
zj*93F1w3FEdl0D49I*3GB$-c8sOAhr`qj`C+FkMHzA@zeiwdkTnO`t*oocBW<5N{Q
zs>8#~?L}Yy%E9pOBS{n?$YYz1PaGT`L_0@jK&kS$Yr-2DcZACZ@^*jgZN{&G2R~|F
zTzTt92v4OjhlEPxb@mBj>RvE6X@}@<f;8>U0-$3$Cd#LgAWAJ9<$#rV+rQTQu0BY;
zDTkNumopo+&f=nXk7B;g14fKSla*MFo&+MwjhuM5^l+i0k2o|OGZXM@EWl#wH)jQR
z;m8Me<j0F7S@oj!R!u|GGAJ+_mg8y$&)}|kaAZ$)%o$&fTUa4NR95D@KT#xkJ>+Fw
z08MpS?X<yp^xsqQZMg3!xDTH~NwtykwWA1RI!^k71eW=NllKqhqYiJwi!9lMR=c$B
zA-<^Q8bb*R^y(LKi`fw|&oIH5-$~vdSvDh=T^O|{oQa8FGV*h#WPR8J)oSTO)Qa?C
z+3BaIzV&wKXxbpRwlL$Z1v3#>A6)KY1GB#2;@MvEs_9SjY<#6HHcnT0RJArY!3%my
z^i{33S{d@tnAFj0s~^&uWq#n%4Oh47CMg~b3PlvVmWc);&FpT~j&2>i8Tjq1Y1@Y4
z2_0^nm)d!HVx?3w4y|k-J?W`WI6<h5woSZU0n?>uG(vu^%G2vlP1;>bnv2zMfInwN
zO}M;lW#8j$Rm}j8x-xNxWZ-TcrJ1yDq=OY^EU>m;l*fTqb-0c`LCcbmQBNBAM0r*#
z%Ec%t&dc+JywGM>vi}<8H%1Kk=fL);kCVuTM`neTHO`q7lhe_W71Q9z*kA*_1$P5)
zn(b0P;{omlBM6)u*As`VNC0^p=o^q(88h{^9<zm$uRMQLg1xJTg6$0CR@Q25&lBFN
zsiAZ^Xwlu{fBr_TT>&qxck9L;BuYQU=CnodP_76$^#{UK4@OfEX}Gk$<axA7cvUHt
z%10R!$`cZ{b90eG5JzSDr$YxDT}<?$2PLMvsdsuRnIufHwKMzHU}fMXaEb~f|Aywx
zZFS5t9lx69mz=!MdHK!k&Ys=%eJ+N}D~_w`96=$#N8GeHyT{e2g0}qe3CXlv$EDL=
z`Hj$T&^+1vyI9twAdI0Dzj5Q`dS8APqX!<nLPz;`{?7&vjSxm>r|uI+;b~;@&85V`
z!Nt`WI<`{E*Dc!Kr_*EyK*X+gscMo4l_IG$a~e~bm;Xn%)zw+$RhEUC`}*>k^^eUe
z+V5Kyq=*O6<z7YJsq^er=-e_X`yqm5h+!J)2hR``Pq;zipJBG44S`R4n->_e-y3N;
zT%*;IE6fikdmLq^v-N}@s7u8`?Q1nd*bAjKxmfJJv0l($3$Nx_17xQ+A0KL8GgQ}y
zh-YVKM-Ud*`YFVlgpJ{nTPs6V)A844J!Xr2*7CR4toWf{DMF-Y!yhpiD&6S$MAr#=
zfBjyB_;{TNrc8@d(*dO2niz93$+rqu?_FKMSSYgGp75y-*O(Bw?Z8iYEnlacrrr-K
zKTdGN#F6-3jw|xt0}rFuo!tQ#5BT!-0zYIDVN=O;V~*lU*O<Fk{}n)k&JJYzxlL|j
zi8j2|;Lp<N^_1C6BvbXFxtyUrpi##c<Y!QB)^a!ch!RoR`AM6jdnjs?U6Jr6GBwUj
zLVK|bg5flD3M*EM5OT`xwvTw)tOp;%SOpo;V4k~#1;95B05zvgJI~g|qnh0rlz7yK
zL{M^1XN?cZ*#6781OKe6^|Klu$65WX9W{@DeK!DMJA8yxgcu;Ze1IG?NDk62fF~~9
zw!Fp&gcu<7ayyO6Qe3ZQ-4Kv|17B}CI(onL_VhvuGSf%}A<FtwtXf*5a&7k*BE1^E
za_{cy2DxSmI8ClX(6tcyMWIeHY;D_byEws$-fo&bddz<!kRSV6Ys@sgrCl*J77)Y_
z(E9`#_q5y7dMTQhZt}1~_V#Z}6s1oZkh?k2h)mS8b<&|-b7{0BgPYfMmGB#%gKo{W
zS67p+X}#HUypK>b!iEI)9Bxq&3L{!ytJ7a9ZNAR{IfJcb%$R?__qTs#t{_8qc2mA2
z6X!OTL5KK6Bupg>8<Ytgf{IR;Dx8+wRc5~`wS^m8$|)vt+fDb7wmiXhFPLUq3I1in
zoN;i>Bc;^UYkS__^7P2(M4I)QXH|wYX59LS2bZ6k<Ck-x#e_u0a6hvigv-npZO_th
zyBBc*ys5R9b;jJv9DC?4;f@Ya(;V>!q_t~bAC%QQ?1gw0MDrQ7F#qhta+uBji=+8$
z#yMWH!vBdcDYn8m(>(YwSN2>f^kX#B+AwEWZjJc{1|!?th*zc$)(C1Y`!^|Cb`(%E
z9Ye$A+vW!^v6#rWt&=}Y)5HBX%#6Vhm>ppOJ9bC<8rEAfUE4hv0v{3v)`PneA7MUQ
zWB6&7gGdU6fl~^GVRDM;zIF<R-@z0)QJL~^#-oEw+bNMdN4oY3#jF78%m}O;ALb0}
ztqtGE;6$4nw7%7zx`%6jF)!d?ZqZrmmEM8hvw``r?ETU_NANJy@~0Q>#q}@Mgh)Pc
zNk0Wu%UfLiO^Y)J)BBg}H-n-Lob-=vY1y>0may!zCMC06UW#US0nbQwze6rBGLznA
zvwX5s7jWX*<%w1wiK3kP>CJKX9_zxpF63Ml2hpA&CKgI$Vz_Amgb?BHIglXGE4RMR
z6?!9>Ro`~WD`1}?KK!tIq#w8!A7Q!x1>5Zs183q~D-iJ<nZd4K{)!d5+xhdwJP^Xf
za3P#!%Of~Y_WkbP)Gobmd_f<<DvsywLSb%V*>+H&>zY6`i^2J#KoB+kL$$$FL7Xo~
zZcuTu!}dyXhImBcOO>PKLygJuv5J*Esser}Ib52nB}$KOHN@@u22JMWkP@^4Tu}3>
zo=|@gg#1it(L8bj-bD>3N1u`oTSbhnyL=5jwDZf(OsQ@?Dzy7tK_UqKS=(0l;5Lzl
zTZG;H2b4(4sKluzj(Z3^U8{HOf^!&!YO%q88iYs_DE<(pz1J`$RDZPn<p)x&^ay&d
zN$Oh8bic5_ZYX2}*X*4W9DvIYKpM?{!+I}LK~9;qoYfpF2B8U0p`i+>XS2qmmt`Nb
z;d_uPFi13lkPFy1qNxh9oR#VYWkPimfzJYO+#yMWPhGgfdG*DmUj9|2px6)Ufq+3%
z&PWl?-jDLk{hn|WcVY8FSbqo%rhFlL=#1rBU;nPPfQR_ae`Af4ig>L8oI{PiA)?v{
z4f<=sd&GW9R(wnHLC^>D@`dR}!MNtU(W$1EZDz@6Qu{?)`L_-|gwKdpHh{z=TohA2
zQwh}%^19LwRUj{8_VM1^>J7|CihQ89gfe!_TwMyHOZOW`^*0=*e#x8q96n`5hN7{d
zY9=<%PwAMK;Kz5te#+Bh0MVPw^0TAq?kfrU>&E0AcVYUA^_?94ZfGn~QGVjxVE5X~
zbehPs(Gr2o8^;l9Jeebw>>PUurcl#kIN?F<-*T!=mv!<v7kMVV^18Lbb_s73gRP0)
zVFilkx~0Jdf6Z8a_S*8aUBh~le+}FdS$I97h%JLCE*W9{Qu-qSaE(gPf+NW<a$w{~
z;EbFOiz?xlPFI&%5_v?cJtbnZbGeNFR6SKj%dhyMHf(vvWhoj#`Cg4MWxn=)uVyzz
zF(g_PwGvYVPvKx&;6{BLd?FeM2_-@ulqdM-3TYMm@SgW-L2|7qdXTSSsZDXa7MfUc
zVjI>{1jiC%hPD+NAm*X?<03aLF_L~@IUUHt6<aX=VzOY)b3)a6N;M-AIu|1p(+HiO
z5FHmOP2??2q!}+%L$QeIu0%9S=x$kEz5<GUh&HNL8d|!&U@X9`5MIo@5-(Llx$O$J
z+dVBjM3ot#JTA>sj`SX%&hh(6m<E1bzHjutsn11%Zy>)OSmap1kcq~S!R5A_-~JQ2
z>mf`%kafuBQ-iYwad&?r%4Fc4o9B&j@+YT)!|AV@0T~g2nuIbE_^RYPUjCsk0gc6x
z*tmq5Duok_G=rSyD8snuo<{xpkz*?YbfXajM&W54Ol2|dM4BMdoNnz>${7V_eHx2D
z$KM@{?J>*Wfc5Mz!x6_0+blbm%B4eX#fxI5dxc1&@_q+n2slA9xZH!Ne8k5kuR8?(
zA7Bas-zO|?Q&0=gtLqxjHR8{$gA+OM0+$whLe8vD?e%D@?1SN(lqj7Mo2&A%tt+bt
zyliZO<?FxwMC?0iE1@TY33#_7c#qC{-ljhI`c?K$36P`aCJ4SqoqT55>}($ZJ^tYb
z?j?Cd<+5q=uf6_FA7XU=>{=%`9hB>QIZ+=L(aKBXb%I7N10r}r?B&&_L?7@C?E;ZG
zbj8XUos)cO<Tp%ds7&)weDlE~7YGz7LW*?3EZX%(s|&<H=;3Np^nBA0HBOW$n>cS1
zID7>e0II<Ky_6tif$a1OL*s4%Kk^DnbZ}Y-6iJe2RDwr}nyF$<DVXhQ2a;NS*^(Qf
zu;(9JD0cAh$2!2fdol0pyd|>HE6JUBa1QpH9&MEGj3zOPsGc6JJ@9F;6aC>g`RU7J
z*c@NmK)1SCcZ<YkXF<wn#m@B&P0fi!8U%(9P&a)^{yFh?%@8+seY#{DCIFs5yS)Vd
zC$vl4hjtlVY{gUs4(6iOUn`*t^gSr2z{6QY$$6RR5UVQxv6FyyE$B!`x~c)kI`GQ;
zZzH0x3jVMTB)TDqyKWobpLVG02o-;o-nwuF>hso<F<S;;_6y?)&&Kn;?sFwr1>V1Y
z1MtMzrJ*nJxiYLgld^Jtp>u_FeStH<@~hD*!LnxNU_{B_N+iP<&W9+Q4q#aiV2yYp
z03v0+!vfXoiG0aVqJCSX$&8}z+Ew^u)%Z=paj_mWh$7DzHR?Se@rPNg>g8RuuVM5Y
zC|KcBkS|(@5F8?e_lYMh14?ke9pL&bfQ{YRPU)5{`F`lpKN}V-(b9_)YFoM>o)Ydb
z>Z1mXRxFyQ{!5XM;PmXpq7ZD_W82dU))0etBUf;Q?kM=3qrR7JK_&V)<^oAOj$Fa4
zLRlFUg=8n8hMFoWVdlkVNyUMPeE09^89aq5o&l7JCAn8bgLUbg4iMAd$%NRs09o85
zooYIvJQdq0w?-Kqc3VF0rmMvC-26+bN<FNf6L6-O5CPN^q^#D3aKjC-o9HWkh}<wl
zyJ-7tSVEK0{n$(~7FB&XS|V&U{rmX{D+6vDd0g7Ib5_o1N*z%Z!(Oy%wn6h&HPI^C
zQ|!yvKI)nBS0(-=yHI>NW>_uzK)v>Gfbie+U(U@w9dkaz?ZKNvKa$5GbLC^5wRd$r
zp{A{a?{szpvBA~p8euuhJ}&K00@alRM`>A;=q6yOhT5sbO)x1VOh}Nyf_gxX=L9?i
z?)y>m1R4B^+u{Zrg9aPXO7_F+P&5Z9ymCUU@e2MJN18<%qp8~_v3S%(1B(TJ3gC0B
z?<{l$iang`qEL!K$2TZ<-oMXj(No4*==zM8xH1*Mdm@2TJ9&6hE5x(ZG@CT(YYWqG
zbI_NrHU%zwlcx{Su&gIiaa5Nu)o)-^pb=}Ng)uWjVaDr2kr*;V_mLPDa|Eg=9vZcY
z{iZiO;0N(!xuT%6PTQ>u0aS`9^Q>f-dLHyliwfTGIHFJ;(;@u2AoM5g-c_3Y$0T^B
zzqPJn_%Pp!IE2rm4;F*lutpm(KzQp1eZJ-8zOl?0wc$~t>CVAuUdiUKJJF)=kZ42B
zv0lMJBra-kWSj*=oFz&HVH9k7$%nLNat-Q*G&6lz7>!fGJy6bY0saXg0ZmN5sL<fu
z=q4R9$98F~3M;C2pXJr6hFmiubS&9$amlqbk<m3#&lr_y+~jF>WdqvjV(&O!eX~P<
z9X(KE7dl<tkgCiOs$NnKz9>=~d}6mRwi<%GgH~8r&xpyl#I1@&H?xk_^CTXuc~wYf
z=tu}0h>wzrC=O3$0J8%;ompN`c0?lfWFqz?&dcTG=(zUEXW7I9at+!dIgs|KW7ly!
z?-5ddu^cPCg$K933EPlKe4jb<AA)i0zEW>BvH0P8YMH_15mIW+syAvRwclxO*pjJw
zDviJSA*jMx5OK8ZXiN?3<BSwwc|h4wsPxL&T#%~RTL$ac0-luBoIa6Ey$Uxy@<~8w
zT~|KIGDra_gZ4;$0R37(iv^@H{WA3&MnUWzQ)ElPU;fAva2_KzzAWag6tsMcR8&n`
z^Pq_0V6??#?e^y(A(>g5;B^E4kb}ge)GT4uA)dUKb!u`cfe>ld7w}`|C{vR`#YEfw
z=6ZbJ!^qh>AeOG3g@E+hP`*P|sDfChE_bHxm%*Wn(7<us43x^>gz?KQ%-xy;(aPfm
z2ioV4h@aoEj1Wog?Y15O@}XHep;oT4b0gK20c}T6?3PyV)|0}raK}!w%;lp3j8_8n
zEuEod{ucNv**;5Ke|u7{*2Kq6;S?uI%WXXq>ZiCzU{f*tz%NaRC0b`hEVCrM1w&y`
zTT4VZvz0O7Bx=>nH@C!Dm!h%f%k<=^yl5N@mjEQSg8!t>EOIy$YIs0wpHytWFz6Jz
z;Fh`}+`R0Is6BfC0cYe7TTElC>ONBiy+_!Z)(;Hb?|aTz;uyL@m75~vKj}8GtW>Ve
zjlLwF08!7Gz5(1~^C@DF10ueRs!C3-l%7_eXG8IA@t0C?o5JO#&t#g7`@QF9EXho^
z{NX^4Zc)fr9i;Y@viy&vkgGn{`Bl{~6P#KZYejPvGi!N)ypMs`aT<IW!fi;|O0>Q^
zPq1cQH<|k&TfO8BKTDf|$D*ye+xh`jU4SPW0DsgxK1)TiPo1ODLtu9Rw~eU@a$Ur5
z7e2py(5a1WY-^FhH}9>~O?rk~rum#1c4mWJcdf%8{u685U)Xjs-79^aGe&kvi=P%s
z?UQF!c`y9RWIA2n9gat&o+OAlvk-QC`fxd|aPpW|mY}%<Gm_!f`f^^w`HjJ^IUTMR
zm>-jB7-*k_o+;r$xbELT+wWqF*xhR#_G&OdWzA~lD8cfjlV>3AKseY;7BC2G9K)I>
zhjeQBHM`4^KY*I-S*AT1>0Ib(u5G$yz0hS~-LF#0GSiaeS)p;HL3VjhW^p52-B<KG
zbWM53Y>yI-l<G7GL|J7IW385rchRC8=>9Eh3$CA0^*a)MCUvJc<Kl<*qIlO8*_wGm
zYS++<wyJrKZsa8?<9VKp#Jcj>#4QZ`HQ6PBm)D{WgkPb9mMkrH**0-V&YA1CGVKd=
z5yh^AA)%ex{z~>|aU7rc(uk%ic{6bBA`q%++dT1S@-B&Q-59kCLe@=iFtp((fVnEP
zt&4*}8PP2e41?kf@NeZ2!)tnc)1|@jQ4a-i`JExVZ$HWO+0M3azVMuRV-}XZuATJw
z*ac^&&%73bH+E26!ZUhRy(RP)=&n~TPv`irw%!6Nt|n_6?S>Fsg1bX-cPF^JdvJG`
z4#AyZ9X!Da?jC}>2X}XOOKyjGXXeZN_pH^cYn^(wR@Le1s(oq~X1T^geRVgxHD4;s
zYEVvquS9O{D49d35XG~%(4z%02YtH3e~K~F{#bV426CYg<es>6^YQsAkJ)9Q`tFlc
zQ2g>9FA4tE`IP|P!;t$`DUN$JcBI)WJ#);#t(ptlixLiyFzfPbjXN}HKU|UyDUD;D
zCpw`*Tjqm>^gDy6tnz0#P^sk;((0sr`wydodZT&!(*^s}dHeRN#ekB<te#cKf!1rM
z=cvuMrXb(mw|8$19@&3M-2Orop0+ny1C=)UA(h*DlN-$<NPH?so^C^py1+GKmAyPK
zC_*!JvoGzv2`s8#S3pm6KjvYTh)d766kxEh^&$!9_32H2pQ>HHsEDC=)kv*y3Hv@w
zK_hC}S23ExxtvF-A=9zpxNecDYLThy^ciyYEHuI^1OVWlm?7%j#8-bpg=$(4lm8Vw
zq<+c>_YyQj=kty30g`qyfgKVwL<Kf_3xxUSFr6|Tct6Z-ED-ao9T#-)wvYr8T7pQU
zI_VOb2nQM^F20IMf_y^Ah~m;RsTZbge!i-TxNWg!v2IZkovIELtyR?IjPAsYuCJ9`
z*@CXGw(l(QZ*F$}mU;Qk(9f%myZk%;zfb*7eRsF+e-jJKh=VWMtM|Dc%D^6=@s`QQ
zOz=wX>d+agVVV*sX+3-E{QL0pych}16%I4pZ@Rd4Z)?(L1E1gVJ-@Fe+xJ$5$StmT
z6xQA3T|-eZ7}^*}@>%IKj`K~9lHKQQgm$+o2mOP;RK!h&d=Xx$8k52k;0X&mQzkLL
zklv5EIJ06l`eAD3L{`6B#q0M5wCnAa(YXn8?w^{mmQOya<@Fv#p~?bbOQp!^6WHR6
z(px@7s!E`s-}IY6!GLKq!|Q<(0Wo46dOt|iCwqGRIYW4$rEgR4E{(vfTvW)Jdsg9@
zA2Va!YeY=Lz5Jol4)PGWw%R3p2F=D{Ir_2=^boL5@gP2fTH})3^voI?D1`aeDFkfe
z)pXQAo=)$bkAs@=9!W{{4uKison)|$`G`+>LP*K>b@KdLxvn+?8f(S*S)YLZ=6Z=h
z>r9uH?;Ye_o5OW?Vnb%O2?2fj$@0Xy>yJ6UjiOEjf=iT`0qZ6~S6oojt!^m&x$|A3
zs05StDtCM#V)8cLEJa};S!i9J(y-Lm<w$sMa_j3%B8*UfGTU6k9=I!C+g25V57#Sa
zirBZce%ih%E3Sj&Df!koUo;EdL(i|8!s1QvYA8cX`-Y_o=Wx9_zMblQ@G!SL6_&fC
zt8=ai$LlK|D|8*6G5abz^q=Iv6dn#38I4D^szev_uwZMAO`SC;L0hO?A9Lb*Lb0u@
z!yoRtxZ-BKL^^XMLf?$nk!m8t&2sLKq}9<Y+D#~Ocq88h5nMyUA?9*u%Maw~GVny(
zsyl=NUiDQV9Y~55ZjOy)e@+7|rI@BitA>+sYpkOl(Cen#UXR<9aTz0Y6-_}+>-IC7
z`m#|>ZuMzI3(qp9fx_ObYe>{K#|+hB`}%tX34d9%v<XQ{F`nC(c2yNj7_vDk=F*!r
z&AmPh7G~FY8l8LAtBog)o<pd7XWN_l8fsL+k?rG-o|2d?sqvc|>z@?#=sy`3CnyW9
zo+7l?N4q3xswHo^xg>^*T?#s%h-nq(clg?<Hn=}FQo$Uib$}SvQZ(OA$(!IjE^eVd
zI(IuQz1pTLDVtAl*i%SQrNEuwmXfu@tCf5T+;F1IvmGHv;8>Hb0<$RW@89gu4ioA7
zhw(GZ2l3M}2b<Eb^$407j~+}@T>?HEY&!;*SRn&VZ!@NAFdSN|J%S8zXj5m^CUnQ!
zQXHejl)5Y3P(ib0Mzh~wz5s(R_%CUFdL^YSE!)|S^<2SjQjbiCdpSDQ_KDaI)qdfs
z1ecE+Nvh{)-VP?vUnn%|UQ_(CXcM66{L#aR^g1To;;^oQ+?Zn)pCAf+5H6}Kj-!-F
z#F|mL8T6H^2czJl>m_EK;QMcK8D~?_%!?AA2i(sxc*sF&+eBgmUr@3riRE7h{p?wB
zo^X8<1(^{~?I&&8Fvm{J54rPWYzmv-a#rE1!ds2hUF&8YH(yxLv_=#=CQsmho01rT
zWS|NsniV_m?v|kVjJ;Fn@hz6dn-wrcISDOEG}XESWR0o4_k{oLJvDL{hKEPninn87
zu(_o!kz@&K@y>3G!VtMA5S2R`K)IJ)QJ4PKqta}*n~&=qW*`BIr0{W-17MpQ?RF|l
zFOttkBNHj5K+Xi3(|#XMgOtMe`NB*Ex*!9~2e(7DI<iu>VTy>(@oNyBec>35Uyy9v
zI9TKRCt|I8>hC)FVS6UY#JSIOpp2U?IfdS@8xQKBg}jh&Yx7sendOs0@e^9X9`vg@
zlZtpJdHh(vf(IKe-hP!CZ-*1epQ+Z5<G{OK576<`V{$w!JS%iDUoP}+8O&Z^6iqAb
zrCXNp{OA-W+p_22CX_B`iT2D-+c4<4CeWH#b#6d+y3wMspm1y4bE5C_(fVB^PRWI!
zpCeNysJnA)d(xI}wJ%%CD{jze?a}ofSoy0*KR|gq%&TJ1Xd{e_u%a`r=!r(`<0Ecg
zAOmKA{5JHHhSS12*Gw#;(bRfUO1suQDM(?v4=*}aX=J^`?W5v1w@6~kH1`!^!+h{P
zTJ4AIVAV4deL@fsIk=B000DiAf=)_;G1es=)Y<phB17qW!G*Jf);)pWyY0lM+Rm|}
zCxvyt+QqWDfeLTD)eSWR<+91cXl4KC1DygD2lc3W@hhk3Jzg&u?wo34Ti56vjwzUO
zk(9Ka{_o2$S}8NVMc=1jwB(-B-NUX=-}g1XOM->+$;B3_C!WZ}Ot8L57WH>URF|kA
z0c~QV_YP-r_e!K&#^K?l@CO)fpPt`h1*mMZKdIvArwa96C~m5`O4GFu3&*oRDQ|1t
zNzt_r3TxhT{(^^k-!@^h<DH5O6k|(`{y>JO(rh%jHmuu(BY%L_wnd-fR>fdvso1Kx
zoqaL(xuDSL0tL7%aN*$dPW^b7u3ZsU1r$*lvo@ly@cFysHuoN-KqV(^6z149Vls&K
z`(CNnC!_Opy5G72M!j{mZ@b>hY&YE57qqG~94~R%;ZZ_$mR^nmRSgaeOGX7&zoFbZ
z6FcK2n>pt2s;MY-vL#67b?$Tw1zkVvxUPmJrpeZ)HY&%&;2gRGDXH$a+e*%{YCva6
z=p3d&>wO)A=!YM>8+EJeOK{3L%b5)m)zg^75c|WTLa~ax%Y5ip%b<$)T1&f!PR|?@
zqO5%b{Tdz^qjCFKyp{Gh#Wt9b%R2bx3md=H<x{P3+eX__sAIz&%E7qW1T=ITR9=+}
z1cV({KTFqPTTPcOvg;I`g#{iDDS@`ccPhPCW7!+Y+x7j;#c(+Fn(VHL-#0$nQxxPn
zSx{WGFtwRapXPs?GLNHb`?NHO77a+3ec;WDdR~(zcnS<pGOp35!iU{IaqYM(cQ5F|
zIwQG@lP~c}e`=xiC<rZC{fL%&N*7J#0h_cxq8sI>dXQ4uG8Mab_3ft!M>!}_2{4Yx
zs?E+}FquEn{DmKF1{Txx2M1L<zbww1sDt3A#@PYE$6DZ9<L?d7iNX>+k2K#o%{g(u
zT0}h6T<{wmEu3HtH3gu`&pp-0Ocn--vAvZWc66oDyiO`PS@B1i&&Y{v(L8QjY@U>e
zY!lN@J-vwe;u(*8Ukozco0bG^EKse}bLvuMs~?dKzancUjL@Z<H7f?&;}`ecFnwo8
z-qkQTjr+;TIIC-RD}eZxIW$opqiJ&vUVdT0<xqLXNySmfr$<O*_>c(dPPA>C8zZWe
zZ_Z1cTchX^p`3Etafg+w<wG>sS1_#9EzHfPD~qDsNh%sEK@hez2N4^zsj(|XJ>V7b
z@JVK}*wQzar+);JY%xXW>-52Ry?hJfaWd9t(mAI9X0muTO$L2+%_;|t`N8Utk|At%
z#wWPB0}M&?4_o626s<CYBrwYoCzzK8tGXF^eGLV{rsc)d=5g7xHD%oc73DfQ^$y-T
z8q=Nm=JJR>r_jj?s(8{M7h#^?bhk=RveIGEhfcLU20Pw@bRz|Mzd&8M>Ab(3AkPQ4
zGU9V<QM#ohifypVSY{$2{}*knq776qXM=dWo@J<t0a>J?Q%z4@x%8Xd&PGGjWE+#>
z8oN)7=V5uxsryiyDJ^bks&`6s?PDO7ea8E6KTYEHJa)S0=qzQ>e%Mu7CrIPo@riV5
z?(RLvDX~h0xtv8fnt7H&H;7t?V>Ee+kc9RLwYv<VYi=%*ZaqXC+a7SZdBw)4O)}o)
zjctDWTWh~^ytVn#$J&1Wc_AWmHN_@SBzctqTFO&4|Go88a{utBU8LkeF<W^4ZJXk2
zqs+=q$bVgM0z)N8;nvNKY*|v`RZJnn#XviD`1p#V=jUU^<|(_=>O}*$hWV2M-|^Vq
zX5alwual0V(8=*GyAHK(71>3xpmDi4)lkk)c=@GbesGxkS1<yPIaG9{%vh7sY2vr0
zdAe{{0RK0~LDY<K-CJT;m2D#&wePm7eqaIR*?~2~_tx+r5n_VyZ4lMTA$!8C(Lr+n
z$+4%=sf?k~M)NQF@<X!ZqpfR1{aN9iQX}!yotCdcjyv#!#WKv{3A!4Ifdxt$1lJ0^
z^m0E44%UdA&LZst*ns2A-p<~g8}gRtik9aBkE5^~EKT-5+t+xKf^s<4@bEuJ*O5bB
z%L{S`)6bBC5N(~bv^mSQjq-!IX5JCl!c~T9Ym3>JnyBChu)v?3ylNyvS(@E*CU7W6
z<_56gzsdjP;@)Saj&EM76xz%TwD|yCm!1XCxS*BN%P=r@<)Xe%x^2l&wPIsY3tCN#
zJxa6t3B}??M%sr?lp8g<$FnWtsE>c&+b|Jqnv^XGLbFVw?!Cp2T@E)4Cd%qy68`e$
zY+-XBD=oa~?ib9c4$9Q*am~*kd_AExh=`G~Dx!QnF^haZl;l6KVt+y=Z7bXhzZW8a
z6-KD!vLx{KL~7fl_C4P7@8UI!D7%0555ap|)c^BIM)`hVz{Qs$@bnkT>f60M<XWPi
zovJ3H>mZ@QVIFO-v<Ik?MznTjHH(LiPD`sn7ty||0=CZ?9^<^JROQ?qLlrV#8@}eA
ziZra`t6Uj&S|esoVNXt>@oxGXJy822>Iqxnt2Iw*A)O}WnmPA<h{@#;)TvqVbVi!L
zVi2@k?ZvIV*tIUi<CNOp5Zfu<Jd~QSZuxD0IRf&`NY+|hU>`BG_O6#>fORka?2%*<
zsUc~df~%fn5p^S3OsR8`i|&<SaXIHadpdb}Q|{asbes^_+su;{E3%r4qyK>iZ!gCc
z%AW*b2G2^FZM@MHstpeM0EvSV&+3Uc5c1xz1o`-$*%$cTS3Y<<c0hmZGV*jB!hBws
z5GfE%+ZQ-4ZI*qwZAj*3o{!ps43}_E+m)ph91jC|nM^F6x)x+SX@V>AIHeRao$(eo
zl;+ahz6l&=p9N(I*haD_QFJ2ocM4<@tkOm3_h9k?DLmYVD$PY`GF`31Z5;aLni-BJ
z*wi_-#w4_OkF*qm4qzeI3U((`<_>D3&_@uTsf*y;JGVxr4_XhjH#Ma!j38hT3}p#6
z;*&5TI-=K>iLMpij~tq0MIlnTMftCTn&Q*DchigQXaNmt4H)gPXZ-PZwuL>F4b@z_
zs#V$Vj%zV<&F$4=Rs8u4LMOKE)dN-B`5F7HBnUL#*Oq2#zIT%#DC@NH;MXvL{Otgh
zcNZ09eq+_0k|gP}a^s)=c~@S&obOI}{#nZUcxvYC0Fom+seD<?bkQ0KyWF<$+N##$
zn}ixp{sY%!?oX%w00SC-sl92Aa7v|;Fl0Pwmv`YE+!P3_P!;viY|9b2b+B(XfsNPC
zP7knaCvhUN_Gi6?YjH|loLLg5{yr(7nmyi7;Z1$7f=7jlB;;YY2i|8W)%N-QV<#Wq
zjFo^w&+h$97oUW8y0ai`(eAXwLlTh{keWZq;i(vY`S@YtS0oyvjBr!l-e2{5C~Brj
zX$$??c9AXoQiOoan2_>XLaSul9#|$_cgF-xgBYW-XIt63fjhMu=5V7|?F4q9W7)j2
zYx^G~73cQdmk36Hu_6Bvuax_bUZb~oUZWRvYrM;zL|KWH=a=68Uui;!k|P?wMVDcs
z<Ll+t(#p=Bk~w~IbWN%+rM*}-E~CY?Nj>+DTG;DttmYVJx%9erW8|FVTM)tL41yf8
zOhheg-|6nyu}57rp*g&S0IEa=)ht@GGx;MX?Mr$kq_2tAPZ|<FzERG2)nom@;n(k>
zeT~w+#y?!r2n0`r`-5Oey63275c%5}6&*{a7I&^Zc-jmU9V@1~Bo+|d6PW6E6?22V
zF?a*9AQLWx>A~9H4{3v(XJYtYl^HQN8Q&JdO9uvde52Y=&vCmX#y=<m_4jRS)?3I&
zO)`erA*{ajYmnSe9B@~sy8fCBmtKO-;cU~#XTu<{wOFw6U96o|gB$s6mI<9YV~QPy
z{qVK%4wp1Xy2lw+I6>E*tJSGk3(hfkd{pX@W<hKG7u<1)G&U&u#yyYJQJD)Y;^WAG
z+nX%n1w78aKYaqOfTR;xe_2d`ehh>5L2Khj&IMCybEdZs9mrq$puI>@*?haac;fDa
z|2o5|0g_#s=w*ee0f+*84-NO{bu<Qg5(KdA8=y0&j%=b^4`>=q)-7JqNFIo4oI~<M
zydq|d{n$nG7-rJ!_Exz4^84=a=yQ8OBdjsPtSW9t6(x!>hfF@}%qD_jWrkVnFi%fE
zo1saDMKt>;3pK7KUSc$DZ%MRk^epZ!9u8(}`5JOy>o?F^@Qmby-M5s6;&R`WX4?{l
zRm3)s?xCQ22MWWgb!e8+`Ztjg-g>>?T4gqVbG0zdGZ#=1h$)908BV&STzvK9XxX<1
zKj(~`@I8v_bZY#&N}JT#mCqQa3|Rfc{9CG(P!$gS7e?v}-72>AJVqlV)$1Fu>^FY8
zUxvzH*dh;ILlssT)^;IRlpBY7s8k0z4IsV)!MIvm_2)aoiCHter;QO<!NlE|(3!O>
zwUo<RspiVz<y^ge;$U)VfXeNsVI7P{*ktTw6SKsPrZWw3j&M$`8f@&;?n?L}y^J&x
zqsh1^v~)zB8J+&z7pJO(n0FZydOX%*fi@Q?B6(7)-{PS6^}_?D8m*U}aT*h6i+gc3
z=<;{d&yLK6J<SGPUx&{QQQW-3eD#`h%euQTJ~7jg9`;}LGwH3M*juud&!3v7SeExp
z@(S6p7~|=aEMw}o<a)QnefJOQ1s(X<SLP`de#Z@%L=A1*gp{);<P;p%MCrEJJ4}ze
z1)5Rn7VFx9cL%pSH}|8r{j945#h5@kAicGD{v<FY;;bcCNs-1&YHdl4gjCQ}iH(b0
zzM>@P>H$49=m~Wb9o-9iOhpLQO@U03Dm-^pY^f!^IjDT`DZ)R@tM!R<1Bc?6>^S9H
z{Ef6iJe_J{9(*zFq`cIr;Z5v`^-b(A|09`w-#N9($9dm;%ekq^+v-~x65~}0Nq-XG
z_AAkw=&R==-+bXNA+&o&B+>{`zDWnZpA=VFC%vrEn+)5O7F8m}6a3PJ9A``ngM4Xl
zG-7_iakRo6g?G^xu1nqEOiUn`1Y)c7QO+rgf5p4DJmt6z6q;k~@J*-M896r;JGyf#
z_1yPqF5w;?AJ9`@We#f$Pi=B{T5`DVIsQFfaIt{Fuzyx$8?p(3F$gau=C?qGe~lqS
zdSKqmGHnA4Gw|uv%Q|g+SH3SB900(M3r6JtDuA@*ItoxP>>8E@?B0>q!dQA*a!(D9
zma^B7!H63QiNIjSOL;#^PUKWZ7)YpNmN6e7u2u+l2>*!NUCA7FV5=FSCINl+J#D(p
zIOV-vxomX3X}2_lcH;cS_!V*L%~3C7Y3e5@^afdu=9o_nH9L@T5X4DhGLl)^6vgRT
zvjZZA=Ut-T$VC?ljf=Vyr#ML*k9@>?mU)w%FdnKTXVn2sPMlN;oKo<D%Qj)p#yYPI
zj`?iSO@U6_vr8!u+D9c2_?9Z8Q;j?;r4nX}JnNH_j?9%#{Y6IjE|uFFjHI7oHx8wK
zhm+!Z6eIzLDD4{~>~k!5e%Wp<iB_8RZ|I<N&KbW<+5nkuZgD>~5jk1+={I8TQz@Bk
zqg*g<-HDo-tZuHda{C4E#An!&TkYxm5p`N#Ny{%x=rhd)7<QoJB+8V)>nX)%4qHPp
zAt&RV@#40pDea#Wl~}k=-?jLoY&Z_ir`S^YDmJH4d^xc~RWRr5Q(<3-Pov7T-FyrB
zX|2Jk&Ym0HT<>5Z{f)JZAZ=ilAY&^pMI(YWw<YnuyE0Qn;aPKfnsLEA(X?owm{nn<
zSGBuEird{Y`-8?rtTXVsO*0ZrccZx&dAkOFgjfyZ^{h3OhN*s?yQFX8^+}#0b)=y8
zvb1$QfY%}|ZP~Ucw#)7`x@MCK5%W8FzPM0Xv={WL_@bc7f(XGU*mp<EILHnSro2DW
z<F*vE#%#d8TtFfaa?o)iX&St9?ZsT0)kj<T-u`ZfG4W;9_ZCb_+}0SY7o~Q?_fGa-
zt+u3}*<~2}kg=W9PJ+=Muzi2KPoyn_bZ*MdlSW{N`tPs3CaM{*Mt*(u`Q9$*Q)@Xd
ziJ~rUDX`QZd8W_h=PALW6<86zV}1&%WE)QfBj1@2nJDgoByJ8~CFUey8R$ZjMKSP3
z+mwep!dscg`==$=UT4_Ob1<&qfBzJ1ZjMxjq;9bhujnh1;Jsax+>nT`hwd~%zPy<F
zHqjN;I@WjGMIX-@X^<xvnhj<1L%8FR7fi*Vv}j@#tgrb|R{);>9@v?&+5GB@Rxe;v
zxIYco7U6R~NWS^!cZuPFJCsqlIbBon@g~LMecEIlouqREzc@vnFVu3hlV{09mD5X<
z7+x`)t2mYXq$~;%VX;Fh`kb40AD`LFE%-2pO>Hb%yU8}(@q~Y%nm@rg!p-Rs(U#dt
z(!p{5C=g`96Yf<KZ>8NV<e}f#h2)nuinyzbZg5iU205BNVYg$9YZydm5hQmV$@i9K
zWKo9jj(8~f(7n21U?gI3c>}k2ero;%bVQu1;m{v;(_bE`VJN~6(w(Uu5^;V~>CMI+
zmp#hy-SZ%%-|u=(CA%(vB~w#_`1M!k7Y_zxPCvwH$o}ZqeFDflVQ@0RUsH2h!RW}*
zOHUFT1OlI<KB<Y+&Tvq!eRQcKQp^}nNFrjoI-IC9`Y8S+_oF=7JVv(LB_wwj+P&DJ
z>ueI_UmGMCK+ZeuQ43roj}>esFXhoH+qN0-Ml$Eoav_s7*7W)Qb4pa>JD2QZAtf=U
zDQZe(7<}7Te1?`)C%D6l1MOrrD2Lc`H#t$nPLTbBQtiz<^~=YvDX=2S_R<eXi@oR}
z?gPz==?+XrditLIhX<t`^r^e;CcUzr)e$(RTIM&mis%)+7b)B06my7zK>pmQZJTes
zjIE_$_PP&M@rUOWe#FM{L>X^Y({t!;r3vy^8pP#?cLVD~<N^YCFmJZBp&A4+OKgSa
z&p?-lWT6K9w1n(wi;mQc<?>fj1i8sz_4f|9n($U)b(}8HF>$@63AXUseTmZj!aslf
zwlqrWZ#Cj^l<Tv34AI#qJ3%<#OY`$<E3{IPpdR~Pg*|3i+@>cMOCexyKM^z?AVf3N
zTkhI6SawO$aM9`G`5lef(7FyAOE=9{Q3I5sOuRC*%3)to_f)tQHhp&w)rz31K(=Bi
zxBi3rND>DC?|$@2A(!uFbVsnQ+FJ?Ler0MZ{q|~S=UKEO&ik3HLU{O*6KyUrYk@2W
z^8n^R%X9RdS85Hi+TxG5p2oqtP2C?*jiY@YjCy#SS=XO`&Z;nbIQU|@XBPT9M<{_#
z-+r~_?QTX-hwYFYrUuT|u(Gecjum(l+e-IgNvi)@BOW!3Y&ATW_`(pCce1JM!vmCN
zwqfnQHjG1eU(6bA?9_t-M|t5diw7Y%&f%rd4^2U4C(2l^^V_e76-e<y8D7W7p<P&E
zne8wE%^qwo9Rh$Zrht2&ci+Dvu(|SpUZ+Y@BQc-@_$7_|N<OeUS{Nsecm2o%e3mti
zpfhHm#GQ+9QnEq#kPpwG24hD$oLJELX&Z0>|1Rs>M?V&%c{nLU43T;`UM(12?9hx5
zop;!=zG%CAMxvX9X`2$Y@^0u8EMbU|R+-u@9@se8P7{Y#`8rkM^%3?QRyj&ppdP-1
znen$1IH^4k<XrN@8ymc>xgX>r=cK#&5xr&!R|Lc4QX`?buqvCv8EYpEyUl+Z2!)lw
zh)3;xCXLm&njXnX6tkn>K-lm?eOr(770sFI?TTJE3i(Q3M5ctkL^qS7zQGSpnAUbb
zNp2ItIwpM97|mhjvt>m~cY^#6{Gb8Y)10EV^detp*pm*iMiSIbA%Pg!b3)=DQC_c@
zCx#iae&7kja-Sis<W1Lj0oy6(8{lgEPIg;e9lOW&6pvu$O|S?ZK1B(f>e0vtj?^}%
z_e#-ZZ=JCT1xGm}#3lFza|lWDk^hGNYl5LJo%QA!0Lg>g5GDX*Kzx}&ICkHt!lFWs
zS7iWqNCD|Ub&&mC_35VHpm_%uSF+77A^=va;P_Xel~zcfsK`D^qsNo#Mf$M2CL+mO
zbPgkj&gzyem+D5<>DubG(A6zqD~mz7TiY&L8m+EuA3q)*F5c!(*Pnt$m*m+7%wX@H
zcQSlOJ-;76wV(R!Zuz#ip3!|E*lwY|SvSY<H2H!C+GVvemiE_I7REt5cW=!JFuYE@
zL!N%DC;7;&aq1gjM&;X{8n?=JzIaD;ecnRta^?$j=l>*f9Z(byV7AeB2aU0O*Y)n{
z&FklWP5R%Mpn{a=roeWVGca{|?@)m1@3Nfxh=_nE17JX8yH?ci4sqmP6LI=aQRo*H
z0bA?BAo-`azvL#K8zOekgadHBy5js=^Q8lFG+PbA&F?}U?(@l5Bq*c05){;^3en=E
z%O3{VyU%h(<P%Y7In1&mxKbTAfV8T@LUkty(5UG}=<R8G#vAZW2|fcFN9*=fS;D;4
z%AXiig`=KX&I?FFyoTb<sXYd!^AaTPs|Ae8K`OOW2bLkUvxDxTN%$^pq!nC*$Sr!W
z=FLlP5nT>U$)uEj62|hC`3n*$`eiS_Sr2dL#jd4zJoeJ|_YLB8@Z=$*u|}CMUtXSl
zvlr91q%CD+X&g7(w2Ul;o(>ZgR3+VgqQDawLl7%*XeubE_)`J5T9u`paRvvKPu4@N
z7Q{|nnU<sS){vwM13rwh<kfu_B8=})T2NJ%h!(>Pmb0Yzi4%H<SL19<Pu-cgHQ&^v
z$?J42Zjw5sxxjFuV}#nKbEn!UgdHi>r-tDe!DaNQu$H7Dw*J)F37pvA8$N^eU;<%l
z>D0BzUZ-w6lhvI@DBm=$SUuT8Hb%QWPf(`S#{*=!0y@dJIJVZ)HCU4EJ%XVhHKtOI
zQ1fdXs(i6_YFi${KLcQ;H96jCI>NTVH-_xf2+Z?Gcf;&ATbF;N*k`cqbL_W6nhi>C
zQ0}<j$M{&^gg{6y7nN!m_U`dL#b+IbS&q<5X{*}3KFg5Ld5lxabPBpVFq@vb=1Cx!
z%v6s8i<`m8yV0s%t&uq>pSqE{puR@AE;M{mJyU_1P1=Vw{iQUNJ=W}0Xm@m)y$^ft
zIb?6~1@?=%L1uZ=C(e`adnuY+hNUqE9<K-2*SBQpd+17C9C$IrGY2(BwSQMHVnn@G
zm-PJT@TIu0a7=^AZl?h3BUfZsJ~ah`xIw*cY-xN=etUXUpd6`q?S5&T#LY)zWrtUD
z9Q!14!NF+hjgH5_%`>`X=1{zeMPPTxo0dWfGjM@<!6X5*7(RZsh6Ujv9kR@>xa_L2
zG}Wesexwga4HZ}<d*9ot)H4YyL{O33#B)DU$*JoIS79q$;bX4a@d_3D4hx80@z(4#
zoXOf<WnZ%6**tM~Os<AM@rTN6*TEHfX}WhX9N0jRt$H;!Sgct@-kh*whIU?Y@PleK
zzZk}Y6Leu_fM?GBb!e#x6rq3g3fuKf97>4_!MoVl<y=)Xf_yEdk62FI@^kQ-UOtL$
zS~O+or3?hw=WN(lyl)Im3OYcpnZ_gC0_^yf)N;Qik&!_Q8kS|c=Ib6u4Q6GpkaR3%
zl1p*!dSxrkg6wL|674v)UduTo*~mF0;H%E`yl0YFXk(0BBtoQ$yfCX#vYB5xN`x$c
zB-^Lhf%&q3y4r=I?lM@%OUgNX$|SV9Shr1CqT`Pcor*U|;gE}>Dys%9CJ4$d*ryyN
zbIIKd9RF0mA#nMT5aiOI&^77M&mZYhHS<;qsi`Z0A8WOx+oCB6+rPCg+V8X$W0~+$
z2DS&*AH5pxm!e#A-eN)}Av@)JnK*IA2$>41zWhu#=WNO(#&Rlumygh%k9kInW`U2k
zDXnT{{@^9kffku8`r8N4mJoVdUm*{VOFPx6#))tCPu+`vV(u;Ik9F*bs$xP`1JD;_
za>Pj=s89#GQv9@utF|ayWSx%tLpiI?_NplsHx2v|*o*ISh2nOGq!_)Ui3{HfTl8<X
z%8ziZYd4~vstEaXCd3UTrue<fs@_VxphffyV!E#tD6<eY9k5IWO=l;1$O%>W-@}k(
zSzbzXjJV3uqzFJ$3vR~VT!;+3Ns+4D(&4oq0B`Y%eJ}l@&!{bQZ!e5|*uo!MZGmC;
zxhGjynI9a*GuAi1Yy%UBNBnW0zCf*l%`qAh2YJ|SKVq?IhoUBWf909EIJ@0A5=-<R
zWnsPXz>o-EF;rFz<U&8Bk7i?1OPAV?$>_R1xUYh6k)WeqS!-9lbU-rUpiOURGRRhN
z2a~sq)6n&aV?zRi1;?yM`&Bukts`;Nm`shoAqzHD&MQW93{?dlR#sEBEHKV1tz`4@
zol07xPZhDLghHQDN<6uxnrbOW5;OfLzH|z<od$RQoKqRB0R=c?EjiGoXSlJUmJa7_
z-jQ9)-*c`!9<8jvo%+w3&6H0Z?!gv?A0Kq(@#T8ZPRg`Or&_8veQjhQlG4bI77YdD
z6UBt&UXfmQTKOKd*uQ>07h3UU_aW<fM|;%6f!K+pjr(<Yjj+!8oJF+posvXXl}LO7
zMy#CLkyU?e80a8zRec(g70BPx{kkCi#H^<#&wB|WPF1j-_0@qQI!g3mbp*Ut!>qIE
z;KHH0g70%Jf~6r>&ginj#H%{Q>QNm*QO*9V?^@Dj>beS&--VIk3|Bs93z1u8cJ;8D
zdT8^(=j=5)h3}J>64SV}!S)9w200bL5g}(pt9&;Kyah3g9W`l>J`dLf9Xw$NGmXU1
zn$FGi<-ltS^C9q=p1;l_paUw%ese4h?kvlbS<$|fYOcdrvraIrck{a5p)Dzmm{t9q
z5?Wt>+`u9KjKEv`dcIZgvODWOMyE-F$d!@8(;Ev40eROgC+j-qp<aiEeHvbM94|H$
zzsngb7ZEf??%hz1cO0(R$vi6R`mlL2bTh|>mG-=eoHMbm_(0l$)FGezUE|xw&-hK&
zw+m32D8-tc;_a;*{Nse0h5<TGtJ@&sbjaRP)>gVRnJvXEiWEi*A@$@DlZJp1dx$mU
zr-UJew%D{$e<l9p%KE#gk!XxZo?(BYz-3pl3qOcxtjoNyx^hvm_Mjp0h|R!B;#$gw
zh)@5f|3d~2LrL7V#5<~q&w4rJ1!h|&-wVXGlW*qwyrfi;w*o5{%UTD5G>C5Sq69+4
z_ucAs#^bAa(tBLnJnFu@e~8tLbunGsbWTq<N~tOzW$E=A&-qEB^Gaz9ILiL3t8-na
z)eQ$^3+KMz|HiWs*Cx6LlAGISP@ZKS<A_1ky%)yNLKYi}!PMRzm@Sp5W-@Y`bA_3r
zTx_QNjO1Jn4tKp??eqexCTC%J`cTyStWL_b^Fa$0-oFN?@5KZUyw{)(Z?M!|CxDlV
zDG4USVQ8YMz`sbNs*o!Sso}9)FFEMhw)O+{cD_BQMU2~&k^4>-r+r65%)XVLB0#-b
zeMTkVxUM6Ra+8J;n-xyv3N`XzP#MC#rl_Z3{r39M=U^z_aq8<x)m)WOO6V$y{f9o%
zd%lLmI^S-YBx+iA9*dli=E%>}W~y6Twpwx7WepUc>MMn&q}rCLf>aISa;mIsje^5K
zMkYL;pirmAc_d}J5}Hb#=RB1R15mxUFpO5&b#41Sy|z<R99qQ`6vMErx`c{Am+|?A
z-ef#KDgb&W>3RXgE-9G|gj<eT#8;bWpfXAzN^Yh-a3v7M@jQxf<h`%uJ)k-?ex%VG
zhBvJGK6TN9CQQL_ku+L#%V>=csbd(_34{49E8pi*-7x_BNh0VBc|DS$H8ulym(H9Z
z*Tc(z`y+YRc{(*ommZ5iABF_`J?~<&cCfp4G(M&&f65m;xhmLM>pC224KXybdSB&N
zu$k(u00W)_yfbu{JCY)z?oNwuEmm+*A(2?nLE3EL`B|z%x=b4fV!KtX8gDc}<;9I3
zY?Dr?bc&Q0%x#ZT#_fO5xiI7&YEJELKb7Tqq}NJr%jocg!YvZ2=fbMkRDaa%8<+Ff
zG6lxgfMXghMO{V}Ml#njiVZac5x)<d+SS9-zpmUMEcbsMl6++7iO*kbQ(PamV0h{c
zf}@8?Ce(&O`VyT~0;_zYW3c`Pl&od=W#*`2pmRRSU1oJw`N2Zhlbv(1v#PAt9+Chv
zwyh{vlD{^eN+$D6u~p9Wg!H7Ng)<t(CcVa~;<Zl7Z^m+#=}T6vapH(6=KBnOiR0ON
z&2qeVq=?x+{HFB^>vIl<NoQth?CfznC0Bx7qFlo&Wu$)=`EZ9rsVEpqfSj`oA2FYB
zoHxI2v?5+{k8T#sUPbR{sF`B!ViI5_2h9n5Sb#1BamGI*e6w*Gih}P-k8*{r+;+Dc
zA?~hc_vuR_nPDfz%yMxiV66kUe9t!K5n(3mX40+b%!?A;*nqp;XVP`B%|6OEFbIBn
zzKRe%i1A`RFG6!gIK6yw10kI5o<yAx&4%~)h}{A9t7$iRgu-Eqdj!Qh#k@Ydo+njI
z%W~IUywalH7nXnU<>Yc*=|zX;Z5R0z2syLvf(z>D2`^=xVu9=HO`%(!-~s!z^%hxa
zhuCKoLmk%eV^df0<sxKmRRRaEam}_k=fj%*1gXqEm%_eDhKeFW5zsQ=pwDHQFS4ZA
zTl6;6#LT57ds5#!(ntSrKs3bfjY?atK1GWOAci^Gq|IF2gJu%xt8X^77@1hs2yquT
ztq}OQo^!j_&s8DzT@NFlwz^{>4wr(VkZGD;SAWxVRK^rbB7NGJO;dV!yMZACW1-%M
zI&tw2_qIg4Tu$|o6QH`R0>_{D4qw0DYX^;OxGrVl+gy12saVF_^XZA)#`=2A@AM=e
z2zDv-&$Kv@maP6L7f8E4a^rS0SO^tLG!awsB^V^{F>RXQmymC6lW5r<#w`z2k&1}G
zIm7xusEy=J$fcZ>Mo)9w@ZgDRJf{7+Cl?np-oMb|M*>~`yA)92$95|~1M>S*ZIq}f
z^>IR)D+z^bbX0^h{Te56h9yyJPgXzs`sF8-nlh7gW4#cguW|Omi-~q5YgqeYcG+uB
zee)+9cQ{4su6FIir`Z=9er|eIeg-S?T6fR*+ZkUnW@#S@<X2ZG+fLV7?%XSG3GTkn
zKAJv7oIGRw!UwT!mfgL5s^PwIyz_KC0-b|a=Elxk2g0O96M`^@61Jildd7bL38elf
zj@n!;09>pOq=tqR8YcCD*T9$3pdpYR>ZNpN415Cxg4C)Tyx%dk0RRB8kPiyvV`=Ti
z<n*sh<<{n|3eo&1oh+EI9+$Rt4(m*_KKUWarriZ?cfR`=ehEt%iCJQ8Q6IOQw3}fR
zoyO(UBL;tJ%*n2qpl2W#`zmMb`aR=Erss^*g_Uhi7daAKPNYt>{NH1vCqfo-uV@LK
zHk^W1Dt<N4Xa{Zsl;wa>n9%=;0|%FS0tvuBOo4cRHXI;RQK0Zkf!GYl{8CUh19H6-
zBFz4&8ZrZ#z1(3l2Wr0*V$6Y7FNHgEpyo?K#RACwQV6pE3cM70Er1fpfA#>EAA3Vj
zA$eRyz_^w`8<Ib_#;bZYX&|>2Aer4cAkO*sl^6IK{M8aD_5%8I6M}iUNdNf;0MG!(
zqUc~1D<B2^|5&CTIdd2&`w9S1LjnMJ{zCu&<OQn!A&?^dBl<10S$Ho5z(NfGi2Vh+
zAWIZwCIpjO0b#+5RzRi~E0C;#1W<U)kQy?utThnng-1Y>nD}=X06-QJGcWQN5A7Eu
zCL|@jo8x<T3kfeba|c&zM+bEiOYoT$5buTj55>O?BmWQiAH&=@6TezeGW@S$&Vf|*
zB@n}sAbNBDhv1K4^)CeAQX3%2i@KvW5Or(${%`@K+5#zG<ay+&o(w_+zK3{Q<}dOM
zfj>z6|5sge7kg1xS4Y$TDy>Aj@EHak08qmDU*}?o{9%&VERGF+wgMu(=#gOy(ZfLo
zQXvn9u>+#N=s~Um?V|)SqXV)gCH<EkV1+*{@cv&tOf3ILjbGG?3a}76-V*`<@_+G=
zSN+2StY-)0dXeVLrzDgKLH1+*ue3Iu|9@!^@lNJ0Zr=Yj8tt0bLlxrmOfmrA-Cxpv
zn1HM7fXXkD{z_E*7s|x}OlA)>enI_}ulO(2vh%++M*-hj{o^b{u@rn%NFR%Yh!_0}
zo(}p0Pb7{cdGYrP^OwY0kR~RBxR?7cG<?XPUY&S`4+mDV1fqbq9f24xP4wspX`;xm
zm)g5ZB(R9nKa&4S!Soleh)@5Q7cw~a-y~Y!r5?zj0f1kS%}J5JNUHPx5kL)|v;1fH
zv?!p~WI-}F6VL(xkWu)bD=(0>2!h5)bg0Dw+dBW#m3*8bdScZ7sQ`bV2g1_-{XF|W
zC*A@8bpPS?XK={=hX@7y><q+t@sx!fd4fE|OYx9S$nY0jX5rs5P{EomK-?EEIlDll
zude*N1_fN<0%Un%RMt>IvJdHB>yZ8hG2}m2UZCg3zv1X$O4on9`rmhK{#VVygMY(O
zUS7Qc`$1@4gnx2{2;YDDQ=O>X`5Mf~3`7QFBS4<tr>_5a=NAM54G#o@-=F|xUtA1H
zv-_{O3oA&2s6rI{+e(L5FIdt)qF#fW-2UkeV{Q;Wq;M~FbYL9!e>7llhukhi{fA_X
z5Qxn9zYnKvohF7!h$wzYiwgh83xE92jsIU!r2lRH^SCeU@(==ANDB!5MPNY;M)Ls5
zz1VK(0g;SM4g{aW1F6{mmD>A%MgMm{8~|YYixbjYV4{948Ti@*i2u@B|6U8%#RCBF
z|AIy`gPA>nG%s%Z@A5bRK=~J{lkX2heDInS5D}c|3Gx1)xxk;_QeH$^Ai(LL2R`%v
zRq@X>;FQ9Dy8#FQ96`Dq#a|pbWK+C=tfYTH%nlAi&k#@##48woff(e$DqcV`vOlOg
zb_=0t2nqmUMfMj;R}lz?GXawS^~3Rp<bNk2|E9_dbWjGbdjWA#_yPO?dMpS}l|P*S
EKU9$tI{*Lx

diff --git a/metadata-integration/java/datahub-protobuf-example/schema/protobuf/meta/meta.proto b/metadata-integration/java/datahub-protobuf-example/schema/protobuf/meta/meta.proto
index 6b42947b52..4a45fd5981 100644
--- a/metadata-integration/java/datahub-protobuf-example/schema/protobuf/meta/meta.proto
+++ b/metadata-integration/java/datahub-protobuf-example/schema/protobuf/meta/meta.proto
@@ -16,12 +16,13 @@ import "google/protobuf/descriptor.proto";
 
 */
 enum DataHubMetadataType {
-    PROPERTY = 0; // Datahub Custom Property
-    TAG      = 1; // Datahub Tag
-    TAG_LIST = 2; //    comma delimited string
-    TERM     = 3; // Datahub Term
-    OWNER    = 4; // Datahub Owner
-    DOMAIN   = 5; // Datahub Domain
+    PROPERTY    = 0; // Datahub Custom Property
+    TAG         = 1; // Datahub Tag
+    TAG_LIST    = 2; //    comma delimited string
+    TERM        = 3; // Datahub Term
+    OWNER       = 4; // Datahub Owner
+    DOMAIN      = 5; // Datahub Domain
+    DEPRECATION = 6; // Datahub Deprecation
 }
 
 // Assuming Glossary Term defined from bootstrap example
@@ -96,6 +97,9 @@ message lifecycle {
         bool archived = 5500 [(datahubField.type) = TAG, (datahubField.type) = PROPERTY];
         Frequency frequency = 5510 [(datahubField.type) = TAG, (datahubField.type) = PROPERTY];
         string ttl = 5520 [(datahubField.type) = TAG];
+
+        repeated string deprecation_note = 5530 [(datahubField.type) = DEPRECATION];
+        uint64 deprecation_time          = 5531 [(datahubField.type) = DEPRECATION];
     }
 }
 
@@ -110,6 +114,9 @@ message message {
 
         string tags = 5600 [(datahubField.type) = TAG_LIST];
         MessageType type = 5610 [(datahubField.type) = TAG, (datahubField.type) = PROPERTY];
+
+        repeated string deprecation_note = 5620 [(datahubField.type) = DEPRECATION, (datahubField.type) = PROPERTY];
+        uint64 deprecation_time          = 5621 [(datahubField.type) = DEPRECATION, (datahubField.type) = PROPERTY];
     }
 }
 
diff --git a/metadata-integration/java/datahub-protobuf-example/schema/protobuf/v1/clickstream/ImpressionEvent.proto b/metadata-integration/java/datahub-protobuf-example/schema/protobuf/v1/clickstream/ImpressionEvent.proto
index 72e7ad4a31..d38c6799fb 100644
--- a/metadata-integration/java/datahub-protobuf-example/schema/protobuf/v1/clickstream/ImpressionEvent.proto
+++ b/metadata-integration/java/datahub-protobuf-example/schema/protobuf/v1/clickstream/ImpressionEvent.proto
@@ -8,6 +8,10 @@ import "google/protobuf/timestamp.proto";
   Clickstream impressions
 **/
 message Impression {
+  option deprecated = true;
+  option(meta.lifecycle.deprecation_note) = "Impression events are deprecated.";
+  option(meta.lifecycle.deprecation_time) = 1649693315;
+
   option(meta.message.type) = EVENT;
   option(meta.kafka.topics) = "clickstream_impressions";
 
@@ -36,5 +40,7 @@ message Impression {
    (meta.fieldTags.tag_list) = "a, b, c",
    (meta.securityField.classification_enum) = HighlyConfidential,
    (meta.securityField.classification) = "Classification.Sensitive"
-]; // event details
+  ]; // event details
+
+  string deprecated_field = 3 [deprecated = true];
 }
diff --git a/metadata-integration/java/datahub-protobuf/README.md b/metadata-integration/java/datahub-protobuf/README.md
index dcc545f6d8..e6b9465abd 100644
--- a/metadata-integration/java/datahub-protobuf/README.md
+++ b/metadata-integration/java/datahub-protobuf/README.md
@@ -134,6 +134,7 @@ enum DataHubMetadataType {
   TERM            = 3; // Datahub Term
   OWNER           = 4; // Datahub Owner
   DOMAIN          = 5; // Datahub Domain
+  DEPRECATION     = 6; // Datahub Deprecation
 }
 
 /*
@@ -210,20 +211,24 @@ message msg {
     meta.MetaEnumExample type = 60004 [(meta.fld.type) = TAG, (meta.fld.type) = PROPERTY];
     bool bool_feature = 60005 [(meta.fld.type) = TAG];
     string alert_channel = 60007 [(meta.fld.type) = PROPERTY];
+
+    repeated string deprecation_note = 60008 [(meta.fld.type) = DEPRECATION, (meta.fld.type) = PROPERTY];
+    uint64 deprecation_time          = 60009 [(meta.fld.type) = DEPRECATION, (meta.fld.type) = PROPERTY];
   }
 }
 ```
 
 #### DataHubMetadataType
 
-| DataHubMetadataType | String | Bool | Enum | Repeated |
-|---------------------|--------|------|------|----------|
-| PROPERTY            | X      | X    | X    | X        |
-| TAG                 | X      | X    | X    |          |
-| TAG_LIST            | X      |      |      |          |
-| TERM                | X      |      | X    |          |
-| OWNER               | X      |      |      | X        |
-| DOMAIN              | X      |      |      | X        |
+| DataHubMetadataType | String    | Bool | Enum | Repeated  | Uint64   |
+|---------------------|-----------|------|------|-----------|----------|
+| PROPERTY            | X         | X    | X    | X         |          |
+| TAG                 | X         | X    | X    |           |          |
+| TAG_LIST            | X         |      |      |           |          |
+| TERM                | X         |      | X    |           |          |
+| OWNER               | X         |      |      | X         |          |
+| DOMAIN              | X         |      |      | X         |          |
+| DEPRECATION         | X (notes) |      |      | X (notes) | X (time) |
 
 ##### PROPERTY
 
@@ -361,6 +366,33 @@ The dot delimited prefix also works with enum types where the prefix is the enum
   }
 ```
 
+In addition, tags can be added to fields as well as messages. The following is a consolidated example for all the possible tag options on fields.
+
+```protobuf
+  enum MetaEnumExample {
+    UNKNOWN = 0;
+    ENTITY = 1;
+    EVENT = 2;
+  }
+
+   message fld {
+     extend google.protobuf.FieldOptions {
+       string tags             = 6000 [(meta.fld.type) = TAG_LIST];
+       string tagString        = 6001 [(meta.fld.type) = TAG];
+       bool tagBool            = 6002 [(meta.fld.type) = TAG];
+       MetaEnumExample tagEnum = 6003 [(meta.fld.type) = TAG];
+    }
+  }
+  
+  message Message {
+    uint32 my_field = 1
+        [(meta.fld.tags) = "a, b, c",
+         (meta.fld.tagString) = "myTag",
+         (meta.fld.tagBool) = true,
+         (meta.fld.tagEnum) = ENTITY];
+  }
+```
+
 ##### TERM
 
 Terms are specified by either a fully qualified string value or an enum where the enum type's name is the first element in the fully qualified term name.
@@ -387,6 +419,29 @@ The following example shows both methods, either of which would result in the te
   }
 ```
 
+The following is a consolidated example for the possible field level term options.
+
+```protobuf
+   enum Classification {
+    HighlyConfidential = 0;
+    Confidential = 1;
+    Sensitive = 2;
+  }
+
+   message fld {
+     extend google.protobuf.FieldOptions {
+       Classification term = 5000 [(meta.fld.type) = TERM];
+       string class = 5001 [(meta.fld.type) = TERM];
+    }
+  }
+  
+  message Message {
+    uint32 my_field = 1
+        [(meta.fld.term) = HighlyConfidential,
+         (meta.fld.class) = "Classification.HighlyConfidential"];
+  }
+```
+
 ##### OWNER
 
 One or more owners can be specified and can be any combination of `corpUser` and `corpGroup` entities. The default entity type is `corpGroup`. By default, the ownership type is set to `producer`, see the second example for setting the ownership type.
@@ -438,6 +493,36 @@ Set the domain id for the dataset. The domain should exist already. Note that th
   }
 ```
 
+##### DEPRECATION
+
+Deprecation of fields and messages are natively supported by protobuf options.
+The standard "Deprecation" aspect is used for a dataset generated from a protobuf `message`.
+Field deprecation adds a tag with the following urn `urn:li:tag:deprecated` (red, #FF000).
+
+```protobuf
+   message msg {
+     extend google.protobuf.MessageOptions {
+       repeated string deprecation_note = 5620 [(meta.fld.type) = DEPRECATION];
+       uint64 deprecation_time          = 5621 [(meta.fld.type) = DEPRECATION];
+    }
+  }
+  
+  message Message {
+    option deprecated = true;
+    option (meta.msg.deprecation_note) = "Deprecated for this other message.";
+    option (meta.msg.deprecation_note) = "Drop in replacement.";
+    option (meta.msg.deprecation_time) = 1649689387;
+  }
+```
+
+The field deprecation tag works without definition in `meta.proto` using the native protobuf option.
+
+```protobuf
+message Message {
+  uint32 my_field = 1 [deprecated = true];
+}
+```
+
 ## Gradle Integration
 
 An example application is included which works with the `protobuf-gradle-plugin`, see the standalone [example project](../datahub-protobuf-example).
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufDataset.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufDataset.java
index 2b0f45474a..12cde37e3e 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufDataset.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufDataset.java
@@ -21,13 +21,13 @@ import datahub.protobuf.visitors.dataset.DomainVisitor;
 import datahub.protobuf.visitors.dataset.InstitutionalMemoryVisitor;
 import datahub.protobuf.visitors.dataset.KafkaTopicPropertyVisitor;
 import datahub.protobuf.visitors.dataset.OwnershipVisitor;
-import datahub.protobuf.visitors.dataset.ProtobufExtensionPropertyVisitor;
-import datahub.protobuf.visitors.dataset.ProtobufExtensionTagAssocVisitor;
-import datahub.protobuf.visitors.dataset.ProtobufExtensionTermAssocVisitor;
+import datahub.protobuf.visitors.dataset.PropertyVisitor;
+import datahub.protobuf.visitors.dataset.TagAssociationVisitor;
+import datahub.protobuf.visitors.dataset.TermAssociationVisitor;
 import datahub.protobuf.visitors.field.SchemaFieldVisitor;
 import datahub.event.MetadataChangeProposalWrapper;
 import datahub.protobuf.visitors.field.ProtobufExtensionFieldVisitor;
-import datahub.protobuf.visitors.tags.ProtobufExtensionTagVisitor;
+import datahub.protobuf.visitors.tags.TagVisitor;
 
 import javax.annotation.Nullable;
 import java.io.IOException;
@@ -122,7 +122,7 @@ public class ProtobufDataset {
                     new ProtobufGraph(fileSet, messageName, filename), schema, auditStamp, fabricType)
                     .setMetadataChangeProposalVisitors(
                             List.of(
-                                    new ProtobufExtensionTagVisitor()
+                                    new TagVisitor()
                             )
                     )
                     .setFieldVisitor(new ProtobufExtensionFieldVisitor())
@@ -131,7 +131,7 @@ public class ProtobufDataset {
                             .datasetPropertyVisitors(
                                     List.of(
                                             new KafkaTopicPropertyVisitor(),
-                                            new ProtobufExtensionPropertyVisitor()
+                                            new PropertyVisitor()
                                     )
                             )
                             .institutionalMemoryMetadataVisitors(
@@ -141,12 +141,12 @@ public class ProtobufDataset {
                             )
                             .tagAssociationVisitors(
                                     List.of(
-                                            new ProtobufExtensionTagAssocVisitor()
+                                            new TagAssociationVisitor()
                                     )
                             )
                             .termAssociationVisitors(
                                     List.of(
-                                            new ProtobufExtensionTermAssocVisitor()
+                                            new TermAssociationVisitor()
                                     )
                             )
                             .ownershipVisitors(
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufUtils.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufUtils.java
index 347bf593dc..5f5cfaa15c 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufUtils.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/ProtobufUtils.java
@@ -4,10 +4,15 @@ import com.google.common.collect.ImmutableList;
 import com.google.protobuf.DescriptorProtos;
 import com.google.protobuf.Descriptors;
 import com.google.protobuf.ExtensionRegistry;
+import com.linkedin.util.Pair;
 
+import java.lang.reflect.InvocationTargetException;
+import java.lang.reflect.Method;
 import java.nio.charset.StandardCharsets;
 import java.util.Arrays;
 import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.function.Function;
@@ -35,6 +40,93 @@ public class ProtobufUtils {
         return new String(orig.getBytes(StandardCharsets.ISO_8859_1));
     }
 
+    /*
+     * Reflection used to prevent an exception deep inside the protobuf library due to a getter method
+     * mutating the json name field and causing an equality check to fail between an instance that has and has not
+     * had the getter called.
+     *
+     * https://github.com/protocolbuffers/protobuf/blob/main/java/core/src/main/java/com/google/protobuf/Descriptors.java#L1105
+     *
+     * java.lang.IllegalArgumentException: FieldDescriptors can only be compared to other FieldDescriptors for fields of the same message type.
+     *      at com.google.protobuf.Descriptors$FieldDescriptor.compareTo(Descriptors.java:1344)
+     *      at com.google.protobuf.Descriptors$FieldDescriptor.compareTo(Descriptors.java:1057)
+     *      at java.base/java.util.TreeMap.put(TreeMap.java:566)
+     *      at java.base/java.util.AbstractMap.putAll(AbstractMap.java:281)
+     *      at java.base/java.util.TreeMap.putAll(TreeMap.java:325)
+     *      at com.google.protobuf.GeneratedMessageV3$ExtendableMessage.getAllFields(GeneratedMessageV3.java:1240)
+     *
+     */
+    private static final Method FIELD_OPT_EXT_FIELDS_METHOD;
+    private static final Method FIELD_OPT_ALL_FIELD_METHOD;
+    private static final Method MSG_OPT_EXT_FIELDS_METHOD;
+    private static final Method MSG_OPT_ALL_FIELD_METHOD;
+    static {
+        try {
+            FIELD_OPT_EXT_FIELDS_METHOD = DescriptorProtos.FieldOptions.class.getSuperclass()
+                    .getDeclaredMethod("getExtensionFields");
+            FIELD_OPT_EXT_FIELDS_METHOD.setAccessible(true);
+
+            FIELD_OPT_ALL_FIELD_METHOD = DescriptorProtos.FieldOptions.class.getSuperclass().getSuperclass()
+                    .getDeclaredMethod("getAllFieldsMutable", boolean.class);
+            FIELD_OPT_ALL_FIELD_METHOD.setAccessible(true);
+
+            MSG_OPT_EXT_FIELDS_METHOD = DescriptorProtos.MessageOptions.class.getSuperclass()
+                    .getDeclaredMethod("getExtensionFields");
+            MSG_OPT_EXT_FIELDS_METHOD.setAccessible(true);
+
+            MSG_OPT_ALL_FIELD_METHOD = DescriptorProtos.MessageOptions.class.getSuperclass().getSuperclass()
+                    .getDeclaredMethod("getAllFieldsMutable", boolean.class);
+            MSG_OPT_ALL_FIELD_METHOD.setAccessible(true);
+        } catch (NoSuchMethodException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    public static List<Pair<Descriptors.FieldDescriptor, Object>> getFieldOptions(DescriptorProtos.FieldDescriptorProto fieldProto) {
+        try {
+            LinkedList<Pair<Descriptors.FieldDescriptor, Object>> options = new LinkedList<>();
+
+            options.addAll(((Map<Descriptors.FieldDescriptor, Object>) FIELD_OPT_EXT_FIELDS_METHOD.invoke(fieldProto.getOptions()))
+                    .entrySet()
+                    .stream()
+                    .map(e -> Pair.of(e.getKey(), e.getValue()))
+                    .collect(Collectors.toList()));
+
+            options.addAll(((Map<Descriptors.FieldDescriptor, Object>) FIELD_OPT_ALL_FIELD_METHOD.invoke(fieldProto.getOptions(), false))
+                    .entrySet()
+                    .stream()
+                    .map(e -> Pair.of(e.getKey(), e.getValue()))
+                    .collect(Collectors.toList()));
+
+            return options;
+        } catch (IllegalAccessException | InvocationTargetException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    public static List<Pair<Descriptors.FieldDescriptor, Object>> getMessageOptions(DescriptorProtos.DescriptorProto messageProto) {
+        try {
+            LinkedList<Pair<Descriptors.FieldDescriptor, Object>> options = new LinkedList<>();
+
+            options.addAll(((Map<Descriptors.FieldDescriptor, Object>) MSG_OPT_EXT_FIELDS_METHOD.invoke(messageProto.getOptions()))
+                    .entrySet()
+                    .stream()
+                    .map(e -> Pair.of(e.getKey(), e.getValue()))
+                    .collect(Collectors.toList()));
+
+            options.addAll(((Map<Descriptors.FieldDescriptor, Object>) MSG_OPT_ALL_FIELD_METHOD.invoke(messageProto.getOptions(),
+                    false))
+                    .entrySet()
+                    .stream()
+                    .map(e -> Pair.of(e.getKey(), e.getValue()))
+                    .collect(Collectors.toList()));
+
+            return options;
+        } catch (IllegalAccessException | InvocationTargetException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
     public static ExtensionRegistry buildRegistry(DescriptorProtos.FileDescriptorSet fileSet) {
         ExtensionRegistry registry = ExtensionRegistry.newInstance();
         Map<String, DescriptorProtos.FileDescriptorProto> descriptorProtoMap = fileSet.getFileList().stream()
@@ -94,7 +186,9 @@ public class ProtobufUtils {
 
         // Finally, construct the actual descriptor.
         Descriptors.FileDescriptor[] empty = new Descriptors.FileDescriptor[0];
-        return Descriptors.FileDescriptor.buildFrom(descriptorProto, dependencies.build().toArray(empty), false);
+        Descriptors.FileDescriptor descript = Descriptors.FileDescriptor.buildFrom(descriptorProto, dependencies.build().toArray(empty), false);
+        descriptorCache.put(descript.getName(), descript);
+        return descript;
     }
 
 }
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/ProtobufExtensionUtil.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/ProtobufExtensionUtil.java
index 1541ca1e16..c14217fb9a 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/ProtobufExtensionUtil.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/ProtobufExtensionUtil.java
@@ -8,9 +8,11 @@ import com.google.protobuf.InvalidProtocolBufferException;
 import com.linkedin.common.GlossaryTermAssociation;
 import com.linkedin.common.urn.GlossaryTermUrn;
 import com.linkedin.tag.TagProperties;
+import com.linkedin.util.Pair;
 
 import java.util.Arrays;
 import java.util.Collection;
+import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Optional;
@@ -30,14 +32,14 @@ public class ProtobufExtensionUtil {
     }
 
     public enum DataHubMetadataType {
-        PROPERTY, TAG, TAG_LIST, TERM, OWNER, DOMAIN;
+        PROPERTY, TAG, TAG_LIST, TERM, OWNER, DOMAIN, DEPRECATION;
 
         public static final String PROTOBUF_TYPE = "DataHubMetadataType";
     }
 
-    public static Map<Descriptors.FieldDescriptor, Object> filterByDataHubType(Map<Descriptors.FieldDescriptor, Object> options,
+    public static List<Pair<Descriptors.FieldDescriptor, Object>> filterByDataHubType(List<Pair<Descriptors.FieldDescriptor, Object>> options,
                                                                                ExtensionRegistry registry, DataHubMetadataType filterType) {
-        return options.entrySet().stream()
+        return options.stream()
                 .filter(entry -> {
                     DescriptorProtos.FieldDescriptorProto extendedProtoOptions = extendProto(entry.getKey().toProto(), registry);
                     Optional<DataHubMetadataType> dataHubMetadataType = extendedProtoOptions.getOptions().getAllFields().entrySet().stream()
@@ -55,8 +57,7 @@ public class ProtobufExtensionUtil {
                             .findFirst();
 
                     return filterType.equals(dataHubMetadataType.orElse(DataHubMetadataType.PROPERTY));
-                })
-                .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue));
+                }).collect(Collectors.toList());
     }
 
     public static Stream<Map.Entry<String, String>> getProperties(Descriptors.FieldDescriptor field, DescriptorProtos.DescriptorProto value)  {
@@ -67,12 +68,12 @@ public class ProtobufExtensionUtil {
         });
     }
 
-    public static Stream<TagProperties> extractTagPropertiesFromOptions(Map<Descriptors.FieldDescriptor, Object> options, ExtensionRegistry registry) {
-        Stream<TagProperties> tags = filterByDataHubType(options, registry, DataHubMetadataType.TAG).entrySet().stream()
+    public static Stream<TagProperties> extractTagPropertiesFromOptions(List<Pair<Descriptors.FieldDescriptor, Object>> options, ExtensionRegistry registry) {
+        Stream<TagProperties> tags = filterByDataHubType(options, registry, DataHubMetadataType.TAG).stream()
                 .filter(e -> e.getKey().isExtension())
                 .flatMap(extEntry -> {
                     if (extEntry.getKey().isRepeated()) {
-                        return ((Collection<?>) extEntry.getValue()).stream().map(v -> Map.entry(extEntry.getKey(), v));
+                        return ((Collection<?>) extEntry.getValue()).stream().map(v -> Pair.of(extEntry.getKey(), v));
                     } else {
                         return Stream.of(extEntry);
                     }
@@ -103,7 +104,7 @@ public class ProtobufExtensionUtil {
                     }
                 }).filter(Objects::nonNull);
 
-        Stream<TagProperties> tagListTags = filterByDataHubType(options, registry, DataHubMetadataType.TAG_LIST).entrySet().stream()
+        Stream<TagProperties> tagListTags = filterByDataHubType(options, registry, DataHubMetadataType.TAG_LIST).stream()
                 .filter(e -> e.getKey().isExtension())
                 .flatMap(entry -> {
                     switch (entry.getKey().getJavaType()) {
@@ -117,16 +118,26 @@ public class ProtobufExtensionUtil {
                     }
                 }).filter(Objects::nonNull);
 
-        return Stream.concat(tags, tagListTags);
+        Stream<TagProperties> deprecationTag;
+        if (options.stream().anyMatch(opt -> opt.getKey().getFullName().endsWith(".deprecated")
+                && opt.getKey().getFullName().startsWith("google.protobuf.")
+                && opt.getKey().getJavaType() == Descriptors.FieldDescriptor.JavaType.BOOLEAN
+                && (Boolean) opt.getValue())) {
+            deprecationTag = Stream.of(new TagProperties().setName("deprecated").setColorHex("#FF0000"));
+        } else {
+            deprecationTag = Stream.empty();
+        }
+
+        return Stream.of(tags, tagListTags, deprecationTag).reduce(Stream::concat).orElse(Stream.empty());
     }
 
-    public static Stream<GlossaryTermAssociation> extractTermAssociationsFromOptions(Map<Descriptors.FieldDescriptor, Object> options,
+    public static Stream<GlossaryTermAssociation> extractTermAssociationsFromOptions(List<Pair<Descriptors.FieldDescriptor, Object>> fieldOptions,
                                                                                      ExtensionRegistry registry) {
-        return filterByDataHubType(options, registry, DataHubMetadataType.TERM).entrySet().stream()
+        return filterByDataHubType(fieldOptions, registry, DataHubMetadataType.TERM).stream()
                 .filter(e -> e.getKey().isExtension())
                 .flatMap(extEntry -> {
                     if (extEntry.getKey().isRepeated()) {
-                        return ((Collection<?>) extEntry.getValue()).stream().map(v -> Map.entry(extEntry.getKey(), v));
+                        return ((Collection<?>) extEntry.getValue()).stream().map(v -> Pair.of(extEntry.getKey(), v));
                     } else {
                         return Stream.of(extEntry);
                     }
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DatasetVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DatasetVisitor.java
index 60e0dff257..02a239d976 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DatasetVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DatasetVisitor.java
@@ -1,5 +1,6 @@
 package datahub.protobuf.visitors.dataset;
 
+import com.linkedin.common.Deprecation;
 import com.linkedin.common.GlobalTags;
 import com.linkedin.common.GlossaryTermAssociation;
 import com.linkedin.common.GlossaryTermAssociationArray;
@@ -30,6 +31,7 @@ import lombok.Builder;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import java.util.function.Function;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
@@ -53,6 +55,8 @@ public class DatasetVisitor implements ProtobufModelVisitor<MetadataChangePropos
     private final String protocBase64 = "";
     @Builder.Default
     private final ProtobufModelVisitor<String> descriptionVisitor = new DescriptionVisitor();
+    @Builder.Default
+    private final ProtobufModelVisitor<Deprecation> deprecationVisitor = new DeprecationVisitor();
 
     @Override
     public Stream<MetadataChangeProposalWrapper<? extends RecordTemplate>> visitGraph(VisitContext context) {
@@ -90,7 +94,10 @@ public class DatasetVisitor implements ProtobufModelVisitor<MetadataChangePropos
                         )).setLastModified(context.getAuditStamp()), "ownership"),
                 new MetadataChangeProposalWrapper<>(DatasetUrn.ENTITY_TYPE, datasetUrn, ChangeType.UPSERT,
                         new Domains(new DataMap(Map.of("domains",
-                                new UrnArray(g.accept(context, domainVisitors).collect(Collectors.toList())).data()))), "domains")
-        );
+                                new UrnArray(g.accept(context, domainVisitors).collect(Collectors.toList())).data()))), "domains"),
+                g.accept(context, List.of(deprecationVisitor)).findFirst()
+                        .map(dep -> new MetadataChangeProposalWrapper<>(DatasetUrn.ENTITY_TYPE, datasetUrn, ChangeType.UPSERT,
+                                dep, "deprecation")).orElse(null)
+        ).filter(Objects::nonNull);
     }
 }
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DeprecationVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DeprecationVisitor.java
new file mode 100644
index 0000000000..612082e6a5
--- /dev/null
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DeprecationVisitor.java
@@ -0,0 +1,53 @@
+package datahub.protobuf.visitors.dataset;
+
+import com.google.protobuf.Descriptors;
+import com.linkedin.common.Deprecation;
+import com.linkedin.util.Pair;
+import datahub.protobuf.visitors.ProtobufExtensionUtil;
+import datahub.protobuf.visitors.ProtobufModelVisitor;
+import datahub.protobuf.visitors.VisitContext;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Optional;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
+
+public class DeprecationVisitor implements ProtobufModelVisitor<Deprecation> {
+
+    @Override
+    public Stream<Deprecation> visitGraph(VisitContext context) {
+        if (context.root().messageProto().getOptions().getDeprecated()) {
+            List<Pair<Descriptors.FieldDescriptor, Object>> deprecationOptions = ProtobufExtensionUtil
+                    .filterByDataHubType(getMessageOptions(context.root().messageProto()),
+                            context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.DEPRECATION);
+
+            String decommissionNote = deprecationOptions.stream()
+                    .filter(opt -> opt.getKey().getJavaType() == Descriptors.FieldDescriptor.JavaType.STRING)
+                    .flatMap(opt -> {
+                        if (opt.getKey().isRepeated()) {
+                            return ((Collection<String>) opt.getValue()).stream();
+                        } else {
+                            return Stream.of(opt.getValue());
+                        }
+                    })
+                    .map(Object::toString)
+                    .collect(Collectors.joining("\n"));
+
+            Optional<Long> decommissionTime = deprecationOptions.stream()
+                    .filter(opt -> opt.getKey().getJavaType() == Descriptors.FieldDescriptor.JavaType.LONG)
+                    .map(opt -> (Long) opt.getValue())
+                    .findFirst();
+
+            return Stream.of(new Deprecation()
+                    .setDeprecated(true)
+                    .setNote(decommissionNote)
+                    .setDecommissionTime(decommissionTime.orElse(0L))
+                    .setActor(context.getAuditStamp().getActor()));
+        } else {
+            return Stream.empty();
+        }
+    }
+}
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DomainVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DomainVisitor.java
index b90f6197ff..ac9d092c23 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DomainVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/DomainVisitor.java
@@ -1,19 +1,22 @@
 package datahub.protobuf.visitors.dataset;
 
 import com.linkedin.common.urn.Urn;
+import com.linkedin.util.Pair;
 import datahub.protobuf.visitors.ProtobufExtensionUtil;
 import datahub.protobuf.visitors.ProtobufModelVisitor;
 import datahub.protobuf.visitors.VisitContext;
 
 import java.util.stream.Stream;
 
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
+
 public class DomainVisitor implements ProtobufModelVisitor<Urn> {
 
     @Override
     public Stream<Urn> visitGraph(VisitContext context) {
-        return ProtobufExtensionUtil.filterByDataHubType(context.root().messageProto()
-                        .getOptions().getAllFields(), context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.DOMAIN)
-                .values().stream().map(o ->
+        return ProtobufExtensionUtil.filterByDataHubType(getMessageOptions(context.root().messageProto()),
+                        context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.DOMAIN)
+                .stream().map(Pair::getValue).map(o ->
                     Urn.createFromTuple("domain", ((String) o).toLowerCase())
                 );
     }
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/OwnershipVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/OwnershipVisitor.java
index c5ffa6535c..0f0ad2ea69 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/OwnershipVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/OwnershipVisitor.java
@@ -15,13 +15,15 @@ import java.util.Map;
 import java.util.Objects;
 import java.util.stream.Stream;
 
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
+
 public class OwnershipVisitor implements ProtobufModelVisitor<Owner> {
 
     @Override
     public Stream<Owner> visitGraph(VisitContext context) {
-        return ProtobufExtensionUtil.filterByDataHubType(context.root().messageProto()
-                        .getOptions().getAllFields(), context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.OWNER)
-                .entrySet().stream()
+        return ProtobufExtensionUtil.filterByDataHubType(getMessageOptions(context.root().messageProto()), context.getGraph().getRegistry(),
+                        ProtobufExtensionUtil.DataHubMetadataType.OWNER)
+                .stream()
                 .flatMap(extEntry -> {
                     if (extEntry.getKey().isRepeated()) {
                         return ((Collection<String>) extEntry.getValue()).stream().map(v -> Map.entry(extEntry.getKey(), v));
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionPropertyVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/PropertyVisitor.java
similarity index 83%
rename from metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionPropertyVisitor.java
rename to metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/PropertyVisitor.java
index bc4569c171..9abd903f24 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionPropertyVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/PropertyVisitor.java
@@ -14,17 +14,18 @@ import java.util.Map;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
 
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
 import static datahub.protobuf.visitors.ProtobufExtensionUtil.getProperties;
 
 
-public class ProtobufExtensionPropertyVisitor implements ProtobufModelVisitor<DatasetProperties> {
+public class PropertyVisitor implements ProtobufModelVisitor<DatasetProperties> {
     private static final Gson GSON = new Gson();
 
     @Override
     public Stream<DatasetProperties> visitGraph(VisitContext context) {
-        Map<String, String> properties = ProtobufExtensionUtil.filterByDataHubType(context.root().messageProto()
-                        .getOptions().getAllFields(), context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.PROPERTY)
-                .entrySet().stream().flatMap(fd -> {
+        Map<String, String> properties = ProtobufExtensionUtil.filterByDataHubType(getMessageOptions(context.root().messageProto()),
+                        context.getGraph().getRegistry(), ProtobufExtensionUtil.DataHubMetadataType.PROPERTY)
+                .stream().flatMap(fd -> {
                     if (fd.getKey().getJavaType() != Descriptors.FieldDescriptor.JavaType.MESSAGE) {
                         if (fd.getKey().isRepeated()) {
                             return Stream.of(Map.entry(fd.getKey().getName(), GSON.toJson(
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTagAssocVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/TagAssociationVisitor.java
similarity index 68%
rename from metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTagAssocVisitor.java
rename to metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/TagAssociationVisitor.java
index a19fc48099..f0ca32fbbc 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTagAssocVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/TagAssociationVisitor.java
@@ -8,13 +8,15 @@ import datahub.protobuf.visitors.VisitContext;
 
 import java.util.stream.Stream;
 
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
 
-public class ProtobufExtensionTagAssocVisitor implements ProtobufModelVisitor<TagAssociation> {
+
+public class TagAssociationVisitor implements ProtobufModelVisitor<TagAssociation> {
 
     @Override
     public Stream<TagAssociation> visitGraph(VisitContext context) {
-        return ProtobufExtensionUtil.extractTagPropertiesFromOptions(context.root().messageProto().getOptions()
-                        .getAllFields(), context.getGraph().getRegistry())
+        return ProtobufExtensionUtil.extractTagPropertiesFromOptions(getMessageOptions(context.root().messageProto()),
+                        context.getGraph().getRegistry())
                 .map(tag -> new TagAssociation().setTag(new TagUrn(tag.getName())));
     }
 }
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTermAssocVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/TermAssociationVisitor.java
similarity index 69%
rename from metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTermAssocVisitor.java
rename to metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/TermAssociationVisitor.java
index 00227954f8..7656bb5236 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTermAssocVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/dataset/TermAssociationVisitor.java
@@ -7,11 +7,13 @@ import datahub.protobuf.visitors.VisitContext;
 
 import java.util.stream.Stream;
 
-public class ProtobufExtensionTermAssocVisitor implements ProtobufModelVisitor<GlossaryTermAssociation> {
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
+
+public class TermAssociationVisitor implements ProtobufModelVisitor<GlossaryTermAssociation> {
 
     @Override
     public Stream<GlossaryTermAssociation> visitGraph(VisitContext context) {
-        return ProtobufExtensionUtil.extractTermAssociationsFromOptions(context.root().messageProto().getOptions().getAllFields(),
+        return ProtobufExtensionUtil.extractTermAssociationsFromOptions(getMessageOptions(context.root().messageProto()),
                 context.getGraph().getRegistry());
     }
 }
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitor.java
index 45b72e0724..c67c7414e5 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitor.java
@@ -19,16 +19,19 @@ import java.util.List;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
 
+import static datahub.protobuf.ProtobufUtils.getFieldOptions;
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
+
 public class ProtobufExtensionFieldVisitor extends SchemaFieldVisitor {
 
     @Override
     public Stream<Pair<SchemaField, Double>> visitField(ProtobufField field, VisitContext context) {
-        boolean isPrimaryKey = field.getFieldProto().getOptions().getAllFields().keySet().stream()
+        boolean isPrimaryKey = getFieldOptions(field.getFieldProto()).stream().map(Pair::getKey)
                 .anyMatch(fieldDesc -> fieldDesc.getName().matches("(?i).*primary_?key"));
 
         List<TagAssociation> tags = Stream.concat(
                 ProtobufExtensionUtil.extractTagPropertiesFromOptions(
-                        field.getFieldProto().getOptions().getAllFields(),
+                        getFieldOptions(field.getFieldProto()),
                         context.getGraph().getRegistry()),
                         promotedTags(field, context))
                 .distinct().map(tag -> new TagAssociation().setTag(new TagUrn(tag.getName())))
@@ -37,7 +40,7 @@ public class ProtobufExtensionFieldVisitor extends SchemaFieldVisitor {
 
         List<GlossaryTermAssociation> terms =  Stream.concat(
                 ProtobufExtensionUtil.extractTermAssociationsFromOptions(
-                                field.getFieldProto().getOptions().getAllFields(), context.getGraph().getRegistry()),
+                                getFieldOptions(field.getFieldProto()), context.getGraph().getRegistry()),
                 promotedTerms(field, context))
                 .distinct()
                 .sorted(Comparator.comparing(a -> a.getUrn().getNameEntity()))
@@ -65,8 +68,8 @@ public class ProtobufExtensionFieldVisitor extends SchemaFieldVisitor {
     private Stream<TagProperties> promotedTags(ProtobufField field, VisitContext context) {
         if (field.isMessage()) {
             return context.getGraph().outgoingEdgesOf(field).stream().flatMap(e ->
-                    ProtobufExtensionUtil.extractTagPropertiesFromOptions(e.getEdgeTarget().messageProto()
-                            .getOptions().getAllFields(), context.getGraph().getRegistry())
+                    ProtobufExtensionUtil.extractTagPropertiesFromOptions(getMessageOptions(e.getEdgeTarget().messageProto()),
+                            context.getGraph().getRegistry())
             ).distinct();
         } else {
             return Stream.of();
@@ -80,8 +83,8 @@ public class ProtobufExtensionFieldVisitor extends SchemaFieldVisitor {
     private Stream<GlossaryTermAssociation> promotedTerms(ProtobufField field, VisitContext context) {
         if (field.isMessage()) {
             return context.getGraph().outgoingEdgesOf(field).stream().flatMap(e ->
-                    ProtobufExtensionUtil.extractTermAssociationsFromOptions(e.getEdgeTarget().messageProto()
-                            .getOptions().getAllFields(), context.getGraph().getRegistry())
+                    ProtobufExtensionUtil.extractTermAssociationsFromOptions(getMessageOptions(e.getEdgeTarget().messageProto()),
+                            context.getGraph().getRegistry())
             ).distinct();
         } else {
             return Stream.of();
diff --git a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/ProtobufExtensionTagVisitor.java b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/TagVisitor.java
similarity index 73%
rename from metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/ProtobufExtensionTagVisitor.java
rename to metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/TagVisitor.java
index 07f2931a1a..eb41665323 100644
--- a/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/ProtobufExtensionTagVisitor.java
+++ b/metadata-integration/java/datahub-protobuf/src/main/java/datahub/protobuf/visitors/tags/TagVisitor.java
@@ -10,23 +10,26 @@ import datahub.protobuf.visitors.ProtobufExtensionUtil;
 import datahub.protobuf.visitors.VisitContext;
 import datahub.event.MetadataChangeProposalWrapper;
 
+import static datahub.protobuf.ProtobufUtils.getFieldOptions;
+import static datahub.protobuf.ProtobufUtils.getMessageOptions;
+
 import java.util.stream.Stream;
 
-public class ProtobufExtensionTagVisitor implements ProtobufModelVisitor<MetadataChangeProposalWrapper<? extends RecordTemplate>> {
+public class TagVisitor implements ProtobufModelVisitor<MetadataChangeProposalWrapper<? extends RecordTemplate>> {
     private static final String TAG_PROPERTIES_ASPECT = "tagProperties";
 
     @Override
     public Stream<MetadataChangeProposalWrapper<? extends RecordTemplate>> visitGraph(VisitContext context) {
-        return ProtobufExtensionUtil.extractTagPropertiesFromOptions(context.root().messageProto().getOptions()
-                        .getAllFields(), context.getGraph().getRegistry())
-                .map(ProtobufExtensionTagVisitor::wrapTagProperty);
+        return ProtobufExtensionUtil.extractTagPropertiesFromOptions(getMessageOptions(context.root().messageProto()),
+                        context.getGraph().getRegistry())
+                .map(TagVisitor::wrapTagProperty);
     }
 
     @Override
     public Stream<MetadataChangeProposalWrapper<? extends RecordTemplate>> visitField(ProtobufField field, VisitContext context) {
-        return ProtobufExtensionUtil.extractTagPropertiesFromOptions(field.getFieldProto().getOptions().getAllFields(),
+        return ProtobufExtensionUtil.extractTagPropertiesFromOptions(getFieldOptions(field.getFieldProto()),
                         context.getGraph().getRegistry())
-                .map(ProtobufExtensionTagVisitor::wrapTagProperty);
+                .map(TagVisitor::wrapTagProperty);
     }
 
     private static MetadataChangeProposalWrapper<TagProperties> wrapTagProperty(TagProperties tagProperty) {
diff --git a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/ProtobufExtensionPropertyVisitorTest.java b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/PropertyVisitorTest.java
similarity index 51%
rename from metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/ProtobufExtensionPropertyVisitorTest.java
rename to metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/PropertyVisitorTest.java
index e49aec91a1..2316416729 100644
--- a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/ProtobufExtensionPropertyVisitorTest.java
+++ b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/PropertyVisitorTest.java
@@ -11,41 +11,48 @@ import java.util.stream.Collectors;
 
 import static datahub.protobuf.TestFixtures.getTestProtobufGraph;
 import static datahub.protobuf.TestFixtures.getVisitContextBuilder;
+import static java.util.Map.entry;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 
 
-public class ProtobufExtensionPropertyVisitorTest {
+public class PropertyVisitorTest {
 
     @Test
     public void extendedMessageTest() throws IOException {
-        ProtobufExtensionPropertyVisitor test = new ProtobufExtensionPropertyVisitor();
+        PropertyVisitor test = new PropertyVisitor();
 
         List<DatasetProperties> actual = getTestProtobufGraph("extended_protobuf", "messageA")
                 .accept(getVisitContextBuilder("extended_protobuf.Person"),
                         List.of(test)).collect(Collectors.toList());
 
         assertEquals(List.of(
-                new DatasetProperties().setCustomProperties(new StringMap(Map.of("classification_enum", "HighlyConfidential",
-                        "bool_feature", "true",
-                        "alert_channel", "#alerts",
-                        "repeat_enum", "[\"ENTITY\",\"EVENT\"]",
-                        "team", "[\"corpGroup:TeamB\",\"corpUser:datahub\"]",
-                        "technical_owner", "[\"corpGroup:TechnicalOwner\"]",
-                        "tag_list", "a, b, c",
-                        "domain", "Engineering",
-                        "repeat_string", "[\"a\",\"b\"]",
-                        "type", "ENTITY")))),
+                new DatasetProperties().setCustomProperties(new StringMap(Map.ofEntries(
+                        entry("classification_enum", "HighlyConfidential"),
+                        entry("bool_feature", "true"),
+                        entry("alert_channel", "#alerts"),
+                        entry("repeat_enum", "[\"ENTITY\",\"EVENT\"]"),
+                        entry("team", "[\"corpGroup:TeamB\",\"corpUser:datahub\"]"),
+                        entry("technical_owner", "[\"corpGroup:TechnicalOwner\"]"),
+                        entry("tag_list", "a, b, c"),
+                        entry("domain", "Engineering"),
+                        entry("repeat_string", "[\"a\",\"b\"]"),
+                        entry("type", "ENTITY"))))),
                 actual);
     }
 
     @Test
     public void extendedFieldTest() throws IOException {
-        ProtobufExtensionPropertyVisitor test = new ProtobufExtensionPropertyVisitor();
+        PropertyVisitor test = new PropertyVisitor();
         List<DatasetProperties> actual = getTestProtobufGraph("extended_protobuf", "messageB")
                 .accept(getVisitContextBuilder("extended_protobuf.Person"),
                         List.of(test)).collect(Collectors.toList());
 
         assertEquals(List.of(new DatasetProperties()
-                        .setCustomProperties(new StringMap(Map.of("data_steward", "corpUser:datahub")))), actual);
+                        .setCustomProperties(new StringMap(Map.ofEntries(
+                                entry("data_steward", "corpUser:datahub"),
+                                entry("deprecated", "true"),
+                                entry("deprecation_note", "[\"Deprecated for this other message.\",\"Drop in replacement.\"]"),
+                                entry("deprecation_time", "1649689387")
+                        )))), actual);
     }
 }
diff --git a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTermAssocVisitorTest.java b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/TermAssociationVisitorTest.java
similarity index 87%
rename from metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTermAssocVisitorTest.java
rename to metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/TermAssociationVisitorTest.java
index c86d87c3d3..04fd52cf82 100644
--- a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/ProtobufExtensionTermAssocVisitorTest.java
+++ b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/dataset/TermAssociationVisitorTest.java
@@ -14,11 +14,11 @@ import static datahub.protobuf.TestFixtures.getVisitContextBuilder;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 
 
-public class ProtobufExtensionTermAssocVisitorTest {
+public class TermAssociationVisitorTest {
 
     @Test
     public void extendedMessageTest() throws IOException {
-        ProtobufExtensionTermAssocVisitor test = new ProtobufExtensionTermAssocVisitor();
+        TermAssociationVisitor test = new TermAssociationVisitor();
         assertEquals(Set.of(
                     new GlossaryTermAssociation().setUrn(new GlossaryTermUrn("a")),
                     new GlossaryTermAssociation().setUrn(new GlossaryTermUrn("b")),
@@ -33,7 +33,7 @@ public class ProtobufExtensionTermAssocVisitorTest {
 
     @Test
     public void extendedFieldTest() throws IOException {
-        ProtobufExtensionTermAssocVisitor test = new ProtobufExtensionTermAssocVisitor();
+        TermAssociationVisitor test = new TermAssociationVisitor();
         assertEquals(
                 Set.of(),
                 getTestProtobufGraph("extended_protobuf", "messageB").
diff --git a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitorTest.java b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitorTest.java
index 8eaeb58e7c..0a1928310b 100644
--- a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitorTest.java
+++ b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/field/ProtobufExtensionFieldVisitorTest.java
@@ -206,6 +206,7 @@ public class ProtobufExtensionFieldVisitorTest {
                                 .setGlobalTags(new GlobalTags().setTags(new TagAssociationArray(
                                         new TagAssociation().setTag(new TagUrn("MetaEnumExample.EVENT")),
                                         new TagAssociation().setTag(new TagUrn("d")),
+                                        new TagAssociation().setTag(new TagUrn("deprecated")),
                                         new TagAssociation().setTag(new TagUrn("e")),
                                         new TagAssociation().setTag(new TagUrn("f")),
                                         new TagAssociation().setTag(new TagUrn("product_type.my type")),
diff --git a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/ProtobufExtensionTagVisitorTest.java b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/TagVisitorTest.java
similarity index 87%
rename from metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/ProtobufExtensionTagVisitorTest.java
rename to metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/TagVisitorTest.java
index 73824aa54d..6fe1098f5e 100644
--- a/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/ProtobufExtensionTagVisitorTest.java
+++ b/metadata-integration/java/datahub-protobuf/src/test/java/datahub/protobuf/visitors/tag/TagVisitorTest.java
@@ -1,7 +1,7 @@
 package datahub.protobuf.visitors.tag;
 
 import com.linkedin.tag.TagProperties;
-import datahub.protobuf.visitors.tags.ProtobufExtensionTagVisitor;
+import datahub.protobuf.visitors.tags.TagVisitor;
 import datahub.event.MetadataChangeProposalWrapper;
 import org.junit.Test;
 
@@ -15,11 +15,11 @@ import static datahub.protobuf.TestFixtures.getVisitContextBuilder;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 
 
-public class ProtobufExtensionTagVisitorTest {
+public class TagVisitorTest {
 
     @Test
     public void extendedMessageTest() throws IOException {
-        ProtobufExtensionTagVisitor test = new ProtobufExtensionTagVisitor();
+        TagVisitor test = new TagVisitor();
         assertEquals(Set.of(
                 new TagProperties()
                         .setName("bool_feature")
@@ -44,7 +44,10 @@ public class ProtobufExtensionTagVisitorTest {
                         .setDescription("meta.msg.repeat_string"),
                 new TagProperties()
                         .setName("repeat_string.b")
-                        .setDescription("meta.msg.repeat_string")
+                        .setDescription("meta.msg.repeat_string"),
+                new TagProperties()
+                        .setName("deprecated")
+                        .setColorHex("#FF0000")
         ), getTestProtobufGraph("extended_protobuf", "messageA")
                 .accept(getVisitContextBuilder("extended_protobuf.Person"), List.of(test))
                 .map(MetadataChangeProposalWrapper::getAspect)
@@ -71,12 +74,15 @@ public class ProtobufExtensionTagVisitorTest {
                         .setDescription("meta.fld.tag_list"),
                 new TagProperties()
                         .setName("f")
-                        .setDescription("meta.fld.tag_list")
+                        .setDescription("meta.fld.tag_list"),
+                new TagProperties()
+                        .setName("deprecated")
+                        .setColorHex("#FF0000")
         );
 
         assertEquals(expectedTagProperties,
                 getTestProtobufGraph("extended_protobuf", "messageB")
-                        .accept(getVisitContextBuilder("extended_protobuf.Person"), List.of(new ProtobufExtensionTagVisitor()))
+                        .accept(getVisitContextBuilder("extended_protobuf.Person"), List.of(new TagVisitor()))
                         .map(MetadataChangeProposalWrapper::getAspect)
                         .collect(Collectors.toSet()));
     }
diff --git a/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageA.protoc b/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageA.protoc
index 94ae0487a268d99302116c9fb78805945c37f26c..b51fa43eca83e3c719444434a1e0030f65c5d915 100644
GIT binary patch
delta 3365
zcmZ{m%WoT16vjPsugCTsKaz>trVmi;gvNO}A#F)XiXVB=7N;b(V<*9`lR%_aYLcpQ
zC3b_<9SasUYyJkLN+84nsS*gaq_n&ih!tCeghUZy$9HD#T-!)2D)pRu&iQ@k-gCzJ
z^&$KDEB5h|hx(tdJb3!>cU}KTJow_v1Ku}X5k2qh-M+K;_D=KW;X&izu-VFfJ$T{y
z4{U&?Li54*{?-lr^A%$qVb>0ud;iUB-rT3mp}&x+rTG73mT&IwjoxZaK6<OyiV1UZ
zX|=etkS||(^IDJ5djHYA&~HP+u(;2++dBSuOgs5t{_!W8X0`tL=0dEeSDX^u@6$Dl
z_32jYwWAU8r5vAbu{eBpk7mes+VL@q9fR-lqfzpmaeUlj$KiW^G)BG`9G~A}C*Vsz
z8DD`f;rI-T_3KtLzPQuexp8-QV6lBkLWG4MG7RYG*CU<<1^r0BuL<3+S$x1Z)VlHH
zzCGZN3lk+Z-Dk0c9(BTDAUUCjJPXN*a6|^;C@Je|I=Y7ylz|!olV(^3!Wh)U@`$cw
zP!D((ogqvtK#p$lVc%Hm-nR?(u)ohq)=5rEKk0<SKypftdlr&YC;DX|jz;u8c|>wX
zWEZ+laz=VB83<!k?~#EdXH+*mi_W4kF)4)3eHNeaEoedr#tA$TG*JQn$IGYnc_tcy
z!+^l4R`co3>*>%-REAu5zA5f>Ocow#Dl*`mq0&@BMdI<NQsd%N&8da6nbw(SpIvO%
z((vpv+__lPqP}KACuA)R*)ykJ6jz;OXrFCGzAM=6WF5(~+?fO<Q?Ik8bC+Zxd3Iz%
zmePZ;(s>aRK{^Zmkw#y$lR3IGI1oF>=VdGdsm)+$Z;o5unPy#LbA4w$lM)q#0Wzl`
z%!SMWa?yd{)-tX5_p==ha5Run4RAD&F}?0NYG+bj101z8>6~nUyR|cuS=j*UWO-hy
z!lZRH;CIfv8^%)DEE_uIg#waQ5I-PU1@XI(tb*VsatdN}K@8{28Bbg%?PM<Q4FTP5
zPBDz24O2l37m`zufW`8BS;`A^K?3L`uWl;<NZ$020YLH!5<nyQ^pd=-fXm2FE@Ieq
zp1^lu$+zoHK26*bCclcw*D(3Z`VLFB>}LhBk4MvJ{0pu59}n&2(6A#4F32cI8L&{G
zAg2x%WEA8;z=DiIdc%=HmNRt)3<Qm#>!9rUs`H8(UE2!Zlo;CTHuO5g;n1B!L{g|6
zLs+1$D5?hPilS;RbwyFhLD`_vVrle{tE~@yDs;3+i?ym+q{Uh_Jv1%W>e*4Lk``-q
ztSmc{i?up_sl!3pnUZV~$!mOFCex<1TeKOdYl_N{x2C9!5*3v;ZB0?-rmZO|IVf9E
zv3f;bl~mqE<<1#>%xpg{gEq1lai<Cvsubh>ULrIUl?K|#;#fsCDmSt?p6PH<c5YpE
zj>09Llci`y+nxKNp~P+Xi>ev4u_dJe8_P=ZK`#*+N=gGQY-ubjk#b>6&_JIxjh3>k
zko3-Nqya`*-8D^K*_NLk<N;Dv5Cf31g2;s}D+m_0!mmkrw6JXmEo?<WXkja6uNMhM
z<+S^=p&7KWb|tYQJCPe(NnYr1Q2I<kwubmBe?!&^c2R?9yUM*M3?i+no-hb%RZ)Xf
zC2>_U?4Y|U)#SAFkb~0CUy;<1#WwhPNey*TL+Euw{*Y-#2x%LkV_qbv8;TkNbt7?3
zGD0qNBROqLh_Kiue^sW6E{FhRQ(dS4WYhGfQvkB5AOeuh#6<}aE@U$~BN?W}wiLs3
z8MZ{4fNUv<3CNcG%xZ=S$d-bbfNUv<=|Z*?By6!7Kaf?!U5$h>@iqA;gl2?6tVL|^
z$-+R^;t4Mi$lBPHX8~Dzd0+Mwc9FH|g$@U0FRgbtK(1A9$<8Adt1D5FPEocIfvUPv
z6~P?UBWENyg0l4&Ql14-btNhSQFSFM;)<#(QRJX(C5jv%*OjQK#Twjh$l}pXRYnw|
z8cI|YSJhD8hA7H5;zM2@L^X!TJqw~56W8TEL|svh^m2!TvM<-=#l-Ntyv;ogu`UfU
zP`A}c#E`dbo|c>#sN0Gf19e+bV=i@DQOQBsm+QO6?K_9f!*k+8AqMu|ZSEaBSpOyB
F{})`HUj+aF

delta 2912
zcmY+G&u<%55XZgmJ+F7)dK0>FY3UCdyCQLZG={WIo2YTzq@kiVB(ZU9%cclU9Qp&H
z9+CFYJBKcR2vYbVxFA)61Erx9L?sR&ap%V!3GtoX*=PHfnKv_^@4Pp&&adCfKOV|Y
z4j+ntmk*vi{8Na(oP)2wxue8<Kl=T<epG*S-~F_t?LcKRH=}2d7Odk3^83#%Ycl%k
z@x@7hLZ8qon-NwZr^ICR-{U#*m1Ca>WC6aF!%O5l8T(`)kHYui;XL_H#Xc3t=i&S8
zaDjZMV_!Cq$Kd<>aB%{@2bLCDD^O=LXQTIico3e+7PN;rOJo8$EhcncXUTwyY2l_8
z_|tix194OoJ|9`J<)jt@i(Z}sVU$FkkEpMb$fXvYAxv*UjtJCDW<I+AWGkG>PQ}TB
z<jjf};&2#9o)v}ELh|gf;~a>ivY6r{l2hg`gs>1;J`!*sj5+Zf2a=pQ;iVRxO-$;F
z)<R_hwV2towANA)c+v4t0e|D^&WWp1zpWJv2&_c+ethTpIrk+hLoVEZMa3PHWyA8P
z(=$}66ip;vuToyrUs!Q1oUKHso_=|GSj)n@t*H27QH%OoagT8=3)w3tUeq_@WN2TF
z{GS@(Fj*jZRcQ{VURS;NE>TJ#d3Ekwdgj1dx~eC&LubxEOXzF0QlmSA1F>srlVc@F
zLxx0qYbr?3tl)}Vo0>^YN;D7&$eMx31hNLm<rsonTaOAquZ=XI(7?KBK%s$kFYR8T
z_If#OK%w^fQjHr>N$vH@1~-5@RdtnBVbVq#$i`>s4Pz-nS#?jOp@38kBnwE@K(Yy>
zY9P3Y4Fj>qAa;Bfk0-9vMk5=AbO`8nHw?peLYM|(Cy)&T$px~eUS)Z?F-Q)b)XZ(=
z0I7K?G6zV_KyqlLwzSQ+l}i}4$~6qTP(^$fu4Qf}lTQ<O4U^x&<Xf2hZSj^YMd8zi
zzKut-X#DHZ<}Y`{ZFe>n1s7!0Sq3Z=sPojpf{Z#31T4s?FLh%XWW`fg$3V~+CJxHp
z?8L8V(X};Hk1@2>L+DM2!(lRqh@?;+Ls+0T4Ala)VW?I@Z5S#!C>vB-EQ=m;C;I4F
zW28k|tR2%LE!K{gqG_>qX69L?0BmRBP40*nYiIGwh=a1LEp8FXyQ<B}v}wZ@Lka4x
zp-SZK8mgp3L#0jIHB{cTT|*@YWg9A1Z%=iYs>Y})KBJFWn8jt#M(+8^RKY@(y~6P{
z5gPW42HMEIg?(<6H*#;WI^v-0TAMpZ;ijr_DO%BC=UHfIsxbMYS~hKL(`dlP%4Xqg
zng|U|qk$H-xv;@VUf3oy&}Yq}rED1_z4H)hgV8c~O_SFO`O||uKw1W31JW`OUf7m_
zU}4+p4VFg>JA}}}whe?9w(T8BBf)5&Onx>jn-(@~7hmU2cw^h8iz5z7ztrH?5WlbL
zT+11wI%s=erBCP}ZQneh1M0q^I#i{2gBhWdtjd0AnLXs7^b4;s)eU4vU0|v^Ms?9^
zhkwW{+eKQ(J(@;>+A&lY)K2j{Gu#B)DJ_Q#(Shu$RZi7o5DiGzT&M=5>!s7F0qGiu
z2BcfO%n+SGx}{6Z@B-O03@>4XjPwBM8Hfi+k3X}P?E%s=5D$=^fp`g|XCV1N_SGG(
znjdQ<kBRT|zYvz42eI#m>67Jw>=%k@B9Q%sms1PK{wue+uY7{+FK>-FD0{m-;sCkd
zxy7CPfgBi7{-~(X_MvKERQZ^rfq#m@KFSVGms1O(21b+*Q3E5&PecujC~{D?5k(G=
Z2c28*+V6jG_uk#}`eUsRuKzZb{U4@^59j~@

diff --git a/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageB.proto b/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageB.proto
index bb8efa08b0..9cce2c0853 100644
--- a/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageB.proto
+++ b/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageB.proto
@@ -14,6 +14,11 @@ message Department {
   The comment added after thought
 */
 message Person {
+  option deprecated = true;
+  option (meta.msg.deprecation_note) = "Deprecated for this other message.";
+  option (meta.msg.deprecation_note) = "Drop in replacement.";
+  option (meta.msg.deprecation_time) = 1649689387;
+
   option(meta.msg.data_steward) = "corpUser:datahub";
 
   string name = 1 [(meta.fld.classification) = "Classification.HighlyConfidential"]; // person name
@@ -29,8 +34,9 @@ message Person {
   Department dept = 4; // department name of the person
 
   string test_coverage = 5
-  [(meta.fld.product_type_bool) = true,
-    (meta.fld.product_type) = "my type",
-    (meta.fld.product_type_enum) = EVENT,
-    (meta.fld.tag_list) = "d, e, f"];
+  [deprecated = true,
+   (meta.fld.product_type_bool) = true,
+   (meta.fld.product_type) = "my type",
+   (meta.fld.product_type_enum) = EVENT,
+   (meta.fld.tag_list) = "d, e, f"];
 }
diff --git a/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageB.protoc b/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/messageB.protoc
index c6e189295ea6c8969023cc419710142fec2983fa..fdb8289afd2f25a356c9750e431efd0f5e5d0759 100644
GIT binary patch
delta 4069
zcmZ{nU2Ggz6~}k(+@0OIv+K3To7k}vXFptf{k1l3TnD?@UVnrntb@PeFT7nl>4GiA
z-pJV^-Ug`>50yY7^Ugyg)T&4bDG~@FgcJ#>YH>(f;HjZ`L_#16DHTXa{LjptyK5vK
zEcu*!&-wk&opW~Pe)>rN@q7AD9zSCLc;(@fM}J}L2jbzcetpDSN7qI3>y^95mD_u@
zgX&TFs9JNU-^-4@_?@28bLMRH+n+N7f1#B`!?qjMTIGKuYX^rE+5H(JwH*IHk!uHs
zmHs>K@cUnDu@l0YUszgMm@BMZ`|6Em!+q=hH_bnH3&ZB2&@K1u2Lsx<hqE92RMTwt
zU%wekG`ENj!NVb@*?KFp-7lT=kuT@@n5`$_d*fuBe4U<8xAimd{o<sbeCItMxAn8|
zy*L>l-v!SXw)Hmn@{b1>;Y)iy!`9oGok`B`)%Nz^xRsi(ACeF;5rzx{I@(!0u%MtF
z;rBJc!kW!fp>B8o@qH&1P6`VtH5Rh<G;8v<!$5GFnSq7ibSy46Vksl@Y7EuGipq@|
zHfF4t+z2DfVseR&CCeg#MQhk5<{*dJyf-x9zWLiZr#IZ{1v8S9W9Pi>Fc6$$$-qKz
zuB}~e#8Mw?l}jY2PgcPg$?0pc<wh9&tXXa(IsMEEELv+yh+!cZ57~SuG^Yt6bWY%*
zsD%vpA5T8dW_3{(90mlAxV0yHU(TB^Q5tgL@r`h=VzTg%M&hYp4VgyLY9}84NN!O4
zO!IPKZQMQo^yioBximcXaqb-~a#3C5W}D2VA$q){OI-JYp?$)Qe^_+t!3@C@-0K7c
zQ>_!0ca~%!c%pAereaZ8`GQD@D6K{RmPcI^!!vYdaA5BwpOt%ckm?K_<xO%sSkvrR
z^~u(rz@$J0(E*uM5Z#AN0&>}d;MAtv<VO<?1#lEFr3&CEV9E-r=g2*k3ku-KJ(Zu4
z1#mz2)bO+{0C}c)L8?NhH53r`)`AnpP&oRu*%537WLiPOfJ`e$*oRCj2u@-~L5x!n
z!&~#(6URw2Ig<>UfKGQtF^s4KQ$Y+LGNT|7TQBe{QeNZ~B!Wr`>a-$&6s!Ol0i>WH
z5foC$FUZr1_>98vJer;HG=3KrLbv?Rr;b}d=Wn3%HFW+Jwx?%Y=V?(K;-P8O{zZ58
z_f_YL+3Sgd3o?pQ1}r2f%C3V28AaI;uppzD-}GdV<#k;V4MA<_J1BZ~!+VMv9or(`
zk{FumI`lP&!=m4Z*hyPu8^Qv0QBgHe7Zp|Wsf&tA4vGeq21}y{x#WKD55<NOX|R@5
zi8NSCR)D6#TI%VSDrvBm2G(Rna<G;LUu|$u^wg>>5y8v+rVOS@tC#5Lpe`$_j<{t-
z)hSR>Y0{PzRZiNnqLPE66&0hm!Z#$9pQ3Vajeg9WFb;zzawYC}6)a>~Nwx=p(6FL3
z&_u2btjj{>M6L`@H8?1G=BBJ1iC6iIOhqGFuRIJ5tK9K_Q8j}mc2#M>#OkZbY!C<y
zt4ae6?CQX@M9P6(g$DXr(`YEy6q25E9ch5Erp}r=Z_SZEJ%|HjO+gGm))Yhz?3#jL
zVAuH#DUSxW4xxcvR}dQ5b*m-V3C4P-|Ju+D8dzsNy(lY@6T6-nYj9Bbcu|&y{Tuu%
zGFS8zHHxw~c<>0L2-{GPFbe91qDCo8`nqH|QGZl6GNaN%4hp|?O;Sx;-{hAh)jUNt
zQR}9Bk!gmBuubz!uoKixMKwX)OusA{rVriBj5-n`Y<-J=QHF|B5CO=RI#2<~mKAiT
z0Ax!+1Rz`K%Mv1d$W~@tGAvu)Rt(E$I1*_AvaKK%Alve1Rx>O>wiUzzWLrTjAF{0=
zF<al^M>1>dR3R~R{EqyD(2N*}J8>s?WHBIjlIb82$en?azyfmT3x~3<n2+2UoojGV
z^uo;s2go}ccVy*pTQ4b5@kUXO5r?XhQWZxZmEz|mIF7WX3%S68sFD&Dhp3Vg757Dz
zlqhmgv=T)QkV{HbldYGzQ<lk_8dVuh5LH&9ns8KQ_1n;dwB=-X5C>7^-oe0vsPfQj
z@*J9cQRV!V1_wo7Ey;sP;Jv)d0}Y8&8WN!Hs+LF~ZrAFRoCK)5ikbj*S5Xr_byrcz
zLD5%Bw~V{T)mrss@h3~9D&MMAj@+9czonhH&p&>*V?o4gm3y`F?dmrx$9vzXw1;t<
zF=tcln)~3{(6ya*?ZMj@GQn-2@_Op))#Frc|KMJ#THCK2rw%Lk?jbCXUCH_5>fO}A
zQR=vI_s-t!%3<ZGmVf8%3qShK)BA?|<k=bXKN0`3)93#6*<-EG{pBC`olgHy=&Pcc
zb$Z{(8h+?nSWz^I2-hOGn&H!cZ2EqtHJeS<*H9zb!CEUD6>)*rNdy-&x;Krgr88{I
zKgh^;d+DY$M%OD4=w{I7PJeR#dYgamAQ#fMnciK8EM#iKU57r(Vd3E0>{VX^tWWc>
zTUW#-dK2Ic&O2DA`@>HzUGMO3C*(xBj;R0n3=8Qx;@-`O){w4~b<1>G^xsI=iMvdX
zmkw8%E_Tt)KJU5OrPR@9LYEmNpwEOZTuOX(^qFvxjmvZ_`gf$esJ|ixy>!@`cEA5T
z@1*^E6!`S^PsfAe=<T0Q($6Us!)=~rIob7$-q=|sg5KC!^Q^?uH+1$~2hN_32yblO
w&2m})QNYA%x1RI|0_JD44=`&l={?Hxf*d^!j(?J)SMOCjJ|{;`&jjuKUpM2#!T<mO

delta 3434
zcmY+GU2GIp6vub&y}LVeXQzefwzOq!yIX9xAG8Ri(1x~43!>d>Ki2KG*$M$9@&J^S
z>XXSN@~kn;t55pogE7JH7ZVZ_BT@m4_ymY=Ca4%c5>3?qnYnYjeVcRcIp=rIz30rm
z?|#7_UE}X<Tx0+2y?XQ7L&knKuYUIV1;Ki&{=F}&e)0Nc>;0TexFQxi?%%oIXEa~s
zUwvp8_5P<f_SZXgvQ>(Bj2SL(VD<jLH+o2y4|L4sY3PPG4v=nVpyMuYgzlA%UeaX(
zop5;*bRTT=k?yfT7kBv%=ziJguY>N2Az9pTMSHB%Kl}9+uRWfYHtY-*b9o1=lPMV|
z0a<h~E0VzPNIA+7OIhZqB_oi`NP=P3PANkOIhImOR9B8ABZ<~vCZ~`Nb46FI*S~yo
z%Ik_Z1kQ}o>1Hi~IRrR&vvefExqC;mGQ?7zHK-*@C$Fkt%z$BjyQ>T#^ssHpkkaX4
zb|leSUA-KXl8Klr`eT!Zl#&Yq_nS5%;2TG`n;quzgcJ~v;Gn;L>*TTB*5ee0RM`JP
z5mZc40+Q1ats&B2R$Joq2J`*$BO{1~wP8PV`;&v4u?(Esun0C5v8b+LYln(uz<ap0
zO-={S$bH0jzM1hhof(`*gjD8K>xdofB|<SckM!)0)=WqPhh@DqY0dm~0CkNF7HH3)
zfbFQ5RJI(XO$JAKqr#2W4EGQpZRm<ba?}tG$f$<!5HbqL!2p6?8}rlOj@A?)P{5cj
zK%jszJE~qF_E<hDKp^(mKtUBC!q{Vj6RH5j85f6DR_L^v0^-41w8Iz*kB?iektrbK
z8WIO&Ttng^WL!hA6B8Pe*aAreYe9QrI}<2mA{{jW?e2tTBuo#Yh9pABgoY$tUJy^J
z^paa3NmNqMyOji_U`NO#AO#IcqL9MCQMFsikWm;sf@WtTi~qur*zvIQspF2I^DF3l
z1D$`AJ<oH#cY8*j$DtY2{zZTCyH)R~)g2@S71AiGG$0{BQFR?8q)}820SRdo2bO{~
zND8{Hh=!mx3>D-(SqV<jplzEG%L+qNy$L;z<ggg_AuP#MwIL)>XEfCSbw*Q-kUFEO
zq#$olX|N1B$XWmOJ2N#U(qPT%5^1nz?FdbSHQUvzvSfhG_C2R6QiC<yf2c-5-s2@z
zBAn+$Svk|BZI<Y9Q0Fw2!*5PgIXP-7P1>BMs!5yER8o+)regHwMMY7?7ODu==x64|
zu^BXx^G?`RkPu})-5fb0hk2a?P2_yvqAFBP<b3~lje@)jWmP!>FNlH)MI*Xdc^o+`
z2rvAj8VQ=%1)T#XmM^3`BS+-0pmU&sUFe%oNHwqv$bo)q1`TCNBk7zskqIzLdatST
zN}l@lzz>j;h9m$fX^0xwl7?Vl%i>v;9u4d!ga)>(AvCaMdwXOFMtNs=Z5Rm}Sg)LY
zMpdFFww&8vqagPKGpaP$FN&gyWp1IGD0@*vM`*%rQ6HfR>Y}Ea6eT;Y7@ir9%3^M>
z(vX7Ohn`kc%jFd@q^Q;ws)brB>LN1|7ThXUV`K?xMN=(ME7^UDVTI62Zm*{x(&bBH
zM7hc>5DCbV-cSk1k{xxY1Y}7=Bp^%Kg9;);$WrcrV%RQU)(ksjcnWC)vaBICAj|4E
zYb0zymNmo%WLZP(5VEWxDVJBp1r;^5rH~XlzN(%OMj{1b)$yVuO95F;XCp@-t9^SS
z3CQXb=T%*)5Lw+jRihy9qvaX}$koa@Rk`Ex6`hn*o0OMukkyLL%0VBkI2i?Y5O(FU
zd?X>M6`hoWq*ioNPMFk+PKp%dt&<`J$Saj|rxF*}R@Ybe$+xBSkKKL4xa@y__nqb`
z>8zi*w0`3B>dR-=PQG}iIo@I9t;sh3&3n7s(?5O8ww+#GyI8(-W^MF^lj|qXzI1B(
z)nxeQ?)3NE-!MA;|L&h{-5+L~e68E%+t_}3d5ho$?D`LX$V|H|d=-T6VAl#ByJUdk
z+-+)58C_zoTatA$No(e#0muytawrIfyR?xt`K1R#(~aS?7e;hDHJahO3=+aM;!RGE
zM@R_Q#CEB0hWR(bHStc_6@<eZxrMd*w;pso)uOYb`=`Z<0?_@_g4b>sj_#jUc0h$=
z=5Gks%7<lt5Dumpf8xghFB3k{!KZ5_<3z>LwUSBGoYKw+SG2KQ_-=uOu58mu&{fc8
zH7P7T&e~d9r4!VIt3b4~+^(?am@xl%3!T)?yCTIt^LNs8i0(*Z{z;0g$ZN%4q{xZR
Hs3rafl#o+>

diff --git a/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/meta/meta.proto b/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/meta/meta.proto
index 08b179e7b8..ad11e86441 100644
--- a/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/meta/meta.proto
+++ b/metadata-integration/java/datahub-protobuf/src/test/resources/extended_protobuf/meta/meta.proto
@@ -16,12 +16,13 @@ import "google/protobuf/descriptor.proto";
 
 */
 enum DataHubMetadataType {
-  PROPERTY = 0; // Datahub Custom Property
-  TAG      = 1; // Datahub Tag
-  TAG_LIST = 2; //    comma delimited string
-  TERM     = 3; // Datahub Term
-  OWNER    = 4; // Datahub Owner
-  DOMAIN   = 5; // Datahub Domain
+  PROPERTY    = 0; // Datahub Custom Property
+  TAG         = 1; // Datahub Tag
+  TAG_LIST    = 2; //    comma delimited string
+  TERM        = 3; // Datahub Term
+  OWNER       = 4; // Datahub Owner
+  DOMAIN      = 5; // Datahub Domain
+  DEPRECATION = 6; // Datahub Deprecation
 }
 
 /*
@@ -91,5 +92,8 @@ message msg {
 
     repeated string repeat_string        = 60010 [(fld.type) = TERM, (fld.type) = TAG, (fld.type) = PROPERTY];
     repeated MetaEnumExample repeat_enum = 60012 [(fld.type) = TERM, (fld.type) = TAG, (fld.type) = PROPERTY];
+
+    repeated string deprecation_note = 60020 [(fld.type) = DEPRECATION, (fld.type) = PROPERTY];
+    uint64 deprecation_time          = 60021 [(fld.type) = DEPRECATION, (fld.type) = PROPERTY];
   }
 }
\ No newline at end of file