From 19ba823c86d125fdad100752d202025b3dfe028f Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Thu, 15 Jan 2026 17:18:10 +0000
Subject: [PATCH 1/2] Initial plan
From d05f132aa39ecaf203c3eba77274e768b927edae Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Thu, 15 Jan 2026 17:24:10 +0000
Subject: [PATCH 2/2] Add RBAC blog post to website
Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
---
.../website/docs/blog/feast-launches-rbac.md | 179 ++++++++++++++++++
.../public/images/blog/rbac-architecture.jpg | Bin 0 -> 251818 bytes
2 files changed, 179 insertions(+)
create mode 100644 infra/website/docs/blog/feast-launches-rbac.md
create mode 100644 infra/website/public/images/blog/rbac-architecture.jpg
diff --git a/infra/website/docs/blog/feast-launches-rbac.md b/infra/website/docs/blog/feast-launches-rbac.md
new file mode 100644
index 00000000000..28bf252cfdb
--- /dev/null
+++ b/infra/website/docs/blog/feast-launches-rbac.md
@@ -0,0 +1,179 @@
+---
+title: Feast Launches RBAC!
+description: Feast now supports Role Based Access Controls (RBAC) so you can secure and govern your data with granular authorization policies.
+date: 2024-11-21
+authors: ["Danielle Martinoli", "Francisco Javier Arceo"]
+---
+
+
+

+
+
+# Feast Launches RBAC! 🚀
+
+# What is the Feast Permission Model?
+
+Feast now supports Role Based Access Controls (RBAC) so you can secure and govern your data.
+
+If you ever wanted to securely partition your feature store across different teams, the new Feast permissions model is here to make that possible!
+
+This powerful feature allows administrators to configure granular authorization policies, letting them decide which users and groups can access specific resources and what operations they can perform.
+
+The default implementation is based on Role-Based Access Control (RBAC): user roles determine whether a user has permission to perform specific functions on registered resources.
+
+# Why is RBAC important for Feast?
+
+Feature stores often operate on sensitive, proprietary data and we want to make sure teams are able to govern the access and control of that data thoughtfully, while benefiting from transparent code and an open source community like Feast.
+
+That's why we built RBAC using [Kubernetes RBAC](https://kubernetes.io/docs/reference/access-authn-authz/rbac) and [OpenID Connect protocol (OIDC)](https://auth0.com/docs/authenticate/protocols/openid-connect-protocol), ensuring secure, fine-grained access control in Feast.
+
+# What are the Benefits of using Feast Permissions?
+
+Using the Feast Permissions Model offers two key benefits:
+
+1. Securely share and partition your feature store: grant each team only the minimum privileges necessary to access and manage the relevant resources.
+2. Adopt a Service-Oriented Architecture and leverage the benefits of a distributed system.
+
+# How Feast Uses RBAC
+
+## Permissions as Feast resources
+
+The RBAC configuration is defined using a new Feast object type called "Permission". Permissions are registered in the Feast registry and are defined and applied like all the other registry objects, using Python code.
+
+A permission is defined by these three components:
+
+* A **resource**: a Feast object that we want to secure against unauthorized access. It's identified by the matching type(s), a possibly empty list of name patterns and a dictionary of required tags.
+* An **action**: a logical operation performed on the secured resource, such as managing the resource state with CREATE, DESCRIBE, UPDATE or DELETE, or accessing the resource data with READ and WRITE (differentiated by ONLINE and OFFLINE store types)
+* A **policy**: the rule to enforce authorization decisions based on the current user. The default implementation uses role-based policies.
+
+The resource types supported by the permission framework are those defining the customer feature store:
+
+* Project
+* Entity
+* FeatureView
+* OnDemandFeatureView
+* BatchFeatureView
+* StreamFeatureView
+* FeatureService
+* DataSource
+* ValidationReference
+* SavedDataset
+* Permission
+
+
+**TIP**: Check out the Permission APIs in the [Feast Python API Documentation](https://rtd.feast.dev/en/master/#permission) to learn more!
+
+```python
+# This configuration grants users with the 'owner' role permissions
+# to fetch resource status and read data from all the feature views
+from feast.permissions.action import AuthzedAction, READ
+# Note: READ is a global list including both READ_OFFLINE and
+# READ_ONLINE values from AuthzedAction enum
+
+# You do not have to specify `name_patterns`
+Permission(
+ name="fv-owner",
+ types=[FeatureView],
+ policy=RoleBasedPolicy(roles=["owner"]),
+ actions=[AuthzedAction.DESCRIBE, READ],
+)
+
+# This configuration grants users with the 'lab' role permissions
+# to fetch resource status and read data from all feature views
+# named 'lab_stream_feature_view' or 'lab_feature_view'
+from feast.permissions.action import AuthzedAction, READ
+
+Permission(
+ name="lab-reader",
+ types=[FeatureView],
+ name_patterns=["lab_stream_feature_view", "lab_feature_view"],
+ policy=RoleBasedPolicy(roles=["lab"]),
+ actions=[AuthzedAction.DESCRIBE, READ],
+)
+
+# As an alternative, we can use Python regular expression patterns
+# to grant the same permission to all feature views whose name
+# starts by 'lab'
+from feast.permissions.action import AuthzedAction, READ
+
+Permission(
+ name="lab-reader",
+ types=[FeatureView],
+ name_patterns="lab.*", # Accepts both 'str' and 'list[str]' types
+ policy=RoleBasedPolicy(roles=["lab"]),
+ actions=[AuthzedAction.DESCRIBE, READ],
+)
+
+# This configuration grants users with the 'prod' role permissions
+# to fetch resource status and read data from all feature views
+# whose names include the '_prod_' word
+from feast.permissions.action import AuthzedAction, READ
+
+Permission(
+ name="prod-reader",
+ types=[FeatureView, FeatureService],
+ name_patterns=".*_prod_.*",
+ policy=RoleBasedPolicy(roles=["prod"]),
+ actions=[AuthzedAction.DESCRIBE, READ],
+)
+
+# This configuration grants permissions to write on all data sources
+# tagged with 'risk_level' set to 'high', exclusively to users
+# with the 'admin' or 'data_team' roles
+from feast.permissions.action import WRITE
+# Note: WRITE is a global list including both WRITE_OFFLINE and
+# WRITE_ONLINE values from AuthzedAction enum
+
+Permission(
+ name="data-writer",
+ types=[DataSource],
+ required_tags={"risk_level": "high"},
+ policy=RoleBasedPolicy(roles=["admin", "data_team"]),
+ actions=[WRITE],
+)
+```
+
+## Why Now is the Time for Distributed Feature Stores
+
+But wait a moment—does that mean every time I access the FeatureStore API, I have to go through an authorization check?
+
+Well, yes and no-but mostly no if you work in a development environment.
+If your environment doesn't use any remote Feast service, RBAC enforcement won't take place.
+
+Indeed, the reference architecture for the permission model feature represents a fully distributed environment:
+
+
+

+
+
+* Feast functions are deployed as interconnected services.
+* Service endpoints enforce authorization, processing only authorized requests.
+* Clients use the feature store transparently, with authorization headers automatically injected in every request.
+* Service-to-service communications are permitted automatically.
+
+Currently, only the following Python servers are supported in an authorized environment:
+- Online REST feature server
+- Offline Arrow Flight feature server
+- gRPC Registry server
+
+## Configuring Feast Authorization
+
+For backward compatibility, by default no authorizations are enforced. The authorization functionality must be explicitly enabled using the auth configuration section in feature\_store.yaml.
+Of course, all server and client applications must have a consistent configuration.
+
+Currently, feast supports [OIDC](https://auth0.com/docs/authenticate/protocols/openid-connect-protocol) and [Kubernetes RBAC](https://kubernetes.io/docs/reference/access-authn-authz/rbac) authentication/authorization.
+
+* With OIDC authorization, the client uses an OIDC server to fetch a JSON Web Token (JWT), which is then included in every request. On the server side, the token is parsed to extract user roles and validate them against the configured permissions.
+* With Kubernetes authorization, the client injects its service account JWT token into the request. The server then extracts the service account name from the token and uses it to look up the associated role in the Kubernetes RBAC resources.
+
+## Inspecting and Troubleshooting the Permissions Model
+
+The feast CLI includes a new `permissions` command to list the registered permissions, with options to identify the matching resources for each configured permission and the existing resources that are not covered by any permission.
+
+For troubleshooting purposes, it also provides a command to list all the resources and operations allowed to any managed role.
+
+# How Can I Get Started?
+
+This new feature includes working examples for both supported authorization protocols. You can start by experimenting with these examples to see how they fit your own feature store and assess their benefits.
+
+As this is a completely new functionality, your feedback will be extremely valuable. It will help us adapt the feature to meet real-world requirements and better serve our customers.
diff --git a/infra/website/public/images/blog/rbac-architecture.jpg b/infra/website/public/images/blog/rbac-architecture.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0de87d1718cdbe012f0c83021d406b83b0ce1442
GIT binary patch
literal 251818
zcmeFZ2VB$JvM3y7+bbfX6bn_VQUX%l3Lz8$frQWkN+&?j&_QIY8-yT1(13)dp#%~V
zB-9WA3%$1h0Rqx{mEL^uoNwRbd-v}5yXU<3m3O~A`Q`r~)|$1}%w&~Wvu5$V=lfT{
zX+3RSZNR>L0Kh)>2k?D(UyrV)rtMu5BW>L~pucC-0@(1&bpXHv>5Vc0-@a^aVR`w`
z*T0wek$2zT>%ourp8&hwwXPqv0{|V;e?s#=OFrV@=w;6)SY&^NQS8Rq%${ZAXPy6!
zU;TmG{T)~Pf%|zs@MhE8{ehz(CYo&AfsJ2v{t37H3AcZM`a%DKO{3=F?(?IqAMk_Y
z=1590~xO@BK%b@LK@j
z)b9X5QOiHl{-Kix_fhx%R^2b`=YA(A0AQH_0GzM@0JvHKfTLD_%VR(OgtyD=EPgg$
zp6rh^z#ZTSxD3z*AOZFO88#*dxDJp7D1Pq)XaYF)|9~G)4mSL9@RuKO_~5|<2ag;+
zdi2QQBS(%NKXv@*v6IJ+967;x;^e8*r#Vj_J${Dk%xNw*e)>lx`+k(<_~kIW;OS#W
zjhZY~d&}hD{fAFt-sN$h6O@xzF#Xgvw1_%%o7ye})PmSOjm0nV2rDXS
zLcer;{@x2X&cSYqlY2)s;TARGQ)paVo$-k{VZ+WSalC_x*mre1_c2OblL9%;^qw4V$_t9podbu&=VZd>sTnCGrF@W{rm
zTVJqHP3qc>=+4QiqWGv2szc4aJ*3N3#GIl;vL=@|2}?KYPhXym#$}K}i@+$O
z)0d!2Bn;1&ODFx?5!`Dj4K82urjJVWX2-w+5{{i8b>l@(lr4MaTcU|1>J^ir3ayFI
zr1Di$r`T_g-mh>rNkRS42frBIjj5jEKEI~32ZbQgj3=wSiV#R*_=mC;t5uoRN1Z$R
zpt)teq8Vsee84^Dy_C|7g{VYAlm#Cr->%mVfrL59z2f&Ad1mnq*_YQ=yUoV+Dq`WG
zL^@-+92Xz~-6k&Z$a7i_PP$iu=6r`(rQDTkZ=)Kgz;9uWZ)K*t!z}Mkdvjo{TDc5a
z%t+9D$IZ0S;ZX)1er1*{23IhH^D$!gcmrH|;YDQf2+vbXH|ZjVFBvV}U6%1E2Q8`$
zEA*X87@Avn{3)mIs^pFKtt*Th$$Lc(ROzkEo^W)M_atfeXX2J~pkY
zXvT`+4RhKMgXSGiVjX`if9rT$An{<)*VXt$XYK0Rah=XlKe@u024;DG)4*(I_nhns
zF1?%1m|K(5phjS4iL}bR+8Fiz9K)y&%`j!(F*iS$muM|LRq}C!;;X65M7L_?u&Hw*
z22MV{s`@~K14li$rZ1VQJtP95zA;Vqe#`5mAt-dx2=DP^aIyJZK{3~R(3Hj8xlpzN~t
z(pB-sD@We~A2YC79}IkVdWx@p(!_v9n24E&^m#L5#GdD=ac^LtwY2cmWYUA;-v%>lrsj)hGc8?J
zE=)_EmBJ-pKuq5_3nBOLROltSYY~uAZ>4Z)nPD-Wc*zdFnVBo;Sn(NG#1(Ud%NT^k
zC+zl>rFIfQf;lo_j(sC>QHT_*9k1@ouPfGSN*bL>|OUL?1X^jYpR!m*X}U6O;6
z=3O*S7KX*ipBTD%s_o2BOoyX!*J!cCLAz_-P`S?5+1_juXjEQ@kTnI{Y(_KYWjXA6HI!YvQ_F
zKJ>C(We8HQqFU%tDEJl!qhlkQnyGpGV_K}GLN0HXu@Yp;Jy)vwy|pi0y78KKT%=`aqooOU9TvftS!i#GZ;g9$>o90*t_#xg6i=MjoF*5i~pIiUVFN#j8o
z)FM_+FEFy`Zh@|qFEQIKBvgmR#obmpp&E?cA=|N+lB}5%peniYbB{xJ&Gx;yQ|}&s
zIm?5;U=AznAy1OnvJh{prAuU}3WHHZf*jouGIzJsaZ4oWTGf-A8a~4tdD5TtJ=Dq4
zQ{B@Jm>Z)(372k4Xh%q@uG6y1Clj;n9(=1xiC&U*r*%!u1qTD6*z?<=r89;-68ECE
zmus`S)iHLvnh@rtq5D{^HJndD@Ku3M5E9A%_
zUR$j&O8J6I<%V^OM7GQ1CE@O%(X%?qPDUoR_jQ@2dD)F)eiA}hi+Z{sac%IVwV`YA
z8O4TzE!6gC+eoB=k%h4rUhi?7uH~vBJSl5z?*w$<1TAq)!)^+h{I#@ZMQd7?&+HN+
z`bb6{#YCEV)JcTL_?`QQ@H{+fS!XhhrN}fh9K5jF{Y!^{TE|h|M5pBYX70#XDkKHZ
z=g23{lnM{;^oq$!q|`=~@bMQ5;=e3eHCv%jim`Q`StXqkl-igteCd9ky@*sPjZj5Z
zc;XUY{B-EZMu4t3_h*KeDL_pxB533+MNU9cT&p~lfB$=bAV)O_c6#ap%+|DdQ!Ku?!c3MYuWx?Jc;Fm9#_*g%_r>yHPT}`<1uk!@
zC0`F972GFa>5$i`I|ZcDh4L0XZx*bkeELv3pDi!1yl=PP;>`X*y9SE~Sw#{CzeZ(R
zyo*}!ZTDKJC)+JkSaibc-iL>(!d@;m&nT$G!yoD;F5j8f3ktqw{wh`m;x&*|SI-&<
zN0WN#b6?>lT$b70hL6#Vr{4y?7zEbN0;N#75<(LAFdR%`Q+W#t6{2>)c2Cc%jBDq#
z-#Na$k83c|@LkGdUcau>=h2D)ZA8-A&ZI^vd2iEAkXK
z)I2WrLGI_@->ep2vd``+kHZQR$y1!+(G-$4Fv=}}r#ueqOM@jS^_-&g=8}63Vq9Nu
z(XjmvsR9w=Np<8|z2^``zrs8z9d!7LjkoV49fi*ZkKNSz5+-HKlQ$Y&;=m)G`@TF=
z5_*C|z{-fr@sZ1B?&g~O^1t5W(^Mh
z8s1}56_irt)}PB#9YqMb6TdFZfa>BS4Y&s+0;ZU7BLRK8?9}Dj3TN
zE3OXwEGXz6LB0H6ZBz8`^9+Z-ge>q>cf0}w~Tj%Cc36jL58Gje-1_gmMbaZ
z#V}UoB$f+BlmrfS7)$YUxWP{>7*Zwp^Cc6kbe*#bjRbEN(8DMu3Eli
z@Y^Lhjfmotfixe+wqns#k%)gqYYUQ)o^1sZnkKxj7%7xlWA%-N|Zx!35MO5a?J)utjV!8fr2wON%+{$MQN
zK?pC-Bdh4*QSX`CD}BGzQdN2c5cpD%b77158c1JnLT8ij7`&nBZVY9HSw8yw*5dJR
zpz`OSfj-?Z+Y3q7v)$;*0uVC6t<$k
zrhE>`c3SgpN14HV_#Dgms;CHYTdqJ|Q7JF%ws@<&reHZ$qv2ZDhF5;H`{z%u3JnaI4~Le_%lG`_Au^1m1xEiAz~c2
zK)7&B;9*(cLa|$T?yz}pm`TngBO<&@t2RKHVGP4UZD~SVV!gyBtIkGeofVQ4
zv2OeK-Yl6SNj1~P7qoAMiYQrSu^2K4Arue?)a49-)<0)>jcLe#`3~Uwz&oR;`Nm~0
zxphLp&&)`d`%z30MTH1!Wb#tAnf58-er^GDV}m&c-!lk7f|SFzZhT1
zt$L>9oT8ZJ{7bE}ne?c_tLqZ8k)=XC82I+x*>a5nt}DZyx8{6!?P}+F5`hjddaxWV
z$8yV6(94#Oe^tv3n`__UGdDW6NaSZe8hRCV5x6Q>^K$8mebK#=riARHMJLfp)Z~_N
z?CaL_*jg&xiJ;J|O|Z+{mV`}JiAbxTkWx^HQM@WX;%+QkelRbaDj1xu#WAKG{*b4}
zEW(v>5^euM)V5BWMBF&kku!7KU%N@p
zs_R5>T7w%=CO$AoZLKb?MCbKNR=vMTa+5CqM7a{lG~UlUqG%f%(wf(50RG~`wv$#R
zji~NO%OC}_UNKu~=vlYB(-B*`@Jn~PzL884vc?S7rno|&eJeTpmivyivEZF8cmu@@
zClzR1-@`y_Ds_yzYsew{Y0SNM_U)l{QZKZx$$c_vpl)m{i4L-z1nPG?t*JHSKnqOQ
zs3h3UF>}VVSet4FYSR~vG2-`F7#qy=f}Tf@F9UrcP{@`jV3Xu9JTn--A_kHb7A*W_I@9pZp36rw?Eah49y@s
zDdXx==Iuu1yfP|wVxfKCa|~nR?XB-Wh$JiNj|1Pu2aRiQArfKwrqNyft`b7AX3EZ?
zE7Jo$&?rTevZ=F#gm0>S!SYZn>-}-3nS@r6lees#@mX|}bT{5x<{RcyX=6~Rrxbd$
z&!^Ax$YsF8Lv1GSr+qyM=WPxVRDxeSG!Z{EdFNV*Wa0}i>-h)XXtxQ)jE!5yOBxSc
zjPhL-CU6Xu?!s48rdC7>&R9`Zo8?6;J7BW+VpU(XlkKl0@Q3Hogw3?)9awZVtZ
zK;y>Z47jE!wqs1?Ql_P5V3De1!j+s7xD=LCv0F@{a{3K|VRcM(a4J^^9fio__8pkm
z;>I1wGFN=-#2im^od>_rHF9~%@YH7z14U8^iRoB-UCRNa4VhPh@GM!4(2hzPF5RZ|
zjK?;44|R2JW3219eAAC-VBVP}1e8Lxb$jT34dZ~8`A!T
z-pJaq81`O81&Y{ut=yuuAv7#zvx-l(DEXonKGzvrrM42!^SMyTFcOJLey=%T+OaVG
z%4t5SHi|X9wyU9~jR$6hNA!fJT-LB$O8eqlHZ^$m(j5wBsF*+QDP;&8^qf{;loKrA
zE^ViKb`ksm6EVX}vks3kt0hB0hJDW9jnom6`RYyXeAt7X9ZgP;&xZ!*&sa#fZf0|a
z{I1<#HtN*pIgm&E4iHQp25d&H+*uj10!G^81syz*vFS5jmKdlA?KE7)
znmNguhriHKrUxm*yrvA5?eW#JGd4gEXK9g4^if{lxuUkpN_*1*1mC|~@&5}ZtaNM*
z4yo1r&Eb3a!mn%z|2QYr{NreueV9Lyz3RI5LKKl|mg@5Pzn~WW6_NhZ+`po=A7%be
z(%d)edEY+ia{QcsiRsBp`#UaVxHHzaS=HKw#+M${
zA$>4&OsF63T_4TYfHh>xn>wf?AhN{>`3$rrOI>zp&NWs;Lg(U;6wKY+;LG0eGtlpV
z!;HrTfxk{&>mu!O5_eti?^k6f@^3p#PmUd3Z$G5_xX^Yn3N`~yKN-7=s2JkS?TR}s
zz@Eu5!Bih_RA|r?M|y>2?uIsLHSHhN`iD<4LTWUaDy7P|%T}JW+mc~BLeQ6LF{DZjtGe@EAQcIEH|BTyxy}26`ePS^1Rap5;75!B{}43#XYKu^mOp;~{{^)K
zOmSo^)%T($p#y{RmSp#?9rPGjP>^_y6y{40ZsX<&ZZq}nY0-b;?BDOc!bw(^3g$B=
zXVfwU=CPB5rp;6oRANm~B10eA1oIpus^@=nEN*J+`v?7Zq3(a9H+CX>+HfpJ7!5stT4BAh5b
zE##i3&($^?gE8nGr>S!P05xIr975q}prl`k^BWJx=DFuORVk~_*E?1fm3)Gs+4Kdz
z80DlbZGse?SkoXVtXrZd@$f;r
za4MxLB?3+Stz}u`Wu#FEMDb9X%WwbceEpv)_ph88|EDVc-%rFTZP_UCURtphMfX0D
zG6K?C>wAluWzM8SFgOu-yu+iGDEe$U>0|jm`KV<{1o4eeA~d7KhZ29LL-Iv|cZ{Y=
zDIaz>i<}j#g+vIhiZJusDTZ;n0;MXVa}F^qwMy|tDbbejPfCU}KJpf7+k(;{O{}d#
zeRy~{Rd1rqn3I#cfy(xg32Fr7GMcG7{V4(i&yh_fg<2+n6QVytcK>s5Ao!W7%u9sb
zu(v^G=4bir%J?MgzJ{PlH
zmY?j!T4xP{p}%?ObG^bPiO7wL@-e
zsX(W0(*l5nuN0;zcl@2d*0}}O2VZ~v+o>eg-~I`1_VEmrS?Pw_EY(hJ9d=jt*+U<6
z@6-xqEVuBAHhk4K>>@nz)dI2npszWj4llR?WrSxP0?NQbrXL3oM|o5omXH(54P!8g
z4akayAwxabd$U3@u2kc9qhti&l+E}*!O1^O`hU(Oa=?^4SkL0$-pKwApvT8{NhBlp
z%qAxWtBiL0Kj2CiO8fT`HuObO3kV%YbO4(TCI5^rIHQiRZ4IE(!hq-E^nOEa1+l%;
zor4tt6<@MWeh0j&2q0~R+;DX(PY*PE3s{r6_s`V*&(i+CHQe^+GcHgYFg{Q3`;Q0v
zSBWn~(=>{R3>rQXY=0Y7B?8m+Lw$LZ*63G_~LX)Bt!;0;TKL>
zTVaf?kR=1UefUw)zrYRCT2i1?O6NvWFJ^
z8%{>PxOiShS^s*y^n)tV(mFZQ8a_8ud@K|m6P4JNL@WyrA7lAyEk4OxNo@}9C{5V?
z!n@n9F7_?edpU+E24&MSZjRNH=}>o6Kgs@y2+H5G5``~gW%qPK
z1#tmYhfbB|K3b6{^yc0B0LSu=8-rD9)UrBR4Sd4dIfxxbxS_%or>{Ch|6
zZSUS>fZ}zQ`<;feAn|WJR@aC<4#_Lt^I_m}Lv30(2Bh=K2Wt2o@R6R`(R|@XafkZ7
z$_Gi0N3!GecEKMkg>WMX0tjPM)N@X^_l4G&rvz|@dhH1yG0Z%*Hc`I=1zIqGvy5=ANhc%9
zQ&KV=EynF+>c=Z9VI<=q`BIR2qjJW(s|eq@
zgIRf<8)t4I;+A069Me4JW@Xq#_jZ=^l34hvb&~e8mVfTHiA@S!!O~qSded{)o5)N7
zb*eT9Cc=lUJ2rqOgOL%vS?G%2!dt3&j;%0n4|U97L>tnarswUt#cnf|n3nll?J~Q`
zxr=N2sDIi5OSjA5THAIocekmRm9IJ&g}s-K%bSi$m>h6)gK`G>&Iuxi*TbBKsZPyZ
zNv=|DjMC>hWWD*Vu)JJvcc=bkW!^Q3G)ubBs|V_PKXpm)Pb1`2aO{j|-2D>J$#lnn
zu@pv>^-x%#WEA{1Sin@oS@)7wxmbC0dEctD8vf9rimR~SrWM|R{jp%#WA
zrUvMTB5#?6u}iTdmShaWQg$!0H2x4H{cLBjn39;TR1z7vgXt@-Jb3A+jwJLG&$>kF
z!K)WUx^eBCBXDuys4KnyO@>Y=Ms
z?Whj9EyFfMh_MqMjqIzUzjByT_Osnro8)0x(%7crPOx&{(KRp%huEG`^@xpH(9OP|
z0@7g)f*bNpzw{n*-1@W0$ny}>37q_(?Kel7&oF+*pVr%jD6J12&`oVGQ%=erVR8+~
zT$cC__%pS*0RD+gQR4a+@;4z;KFr1+(^(&}v^8N(ZkaBbQ8^lKYH%l)S(FYA;V@P8
z^_?1AD4JyGzvhI>LJWY~cBWji%AvYbT-cxt_KF*)yqzAXHD)sfzq2=nc|0Zk-pyCw
z+EB-Ablc<733M>g?i-%wQ`!c9@H|3Y&--;}dt;@~xf^5{keFTGm3!!ZqW*%CRHT8d
z)YEUKU6S*@5=ZN^X}ry`uHrrGbZl0XLH`&$hLfu@H2HOiC}nU|{yQN5p@~cG`+-C2
z`EHw1&Z$$o>LdkY#i{T?HNh+NGzu}(mmvNI@J)L050hyByYh!#Uy#7S68mBnoNC-p
zhMKgQnd(rzG}S!KbgGziBnE-s#jjXWW{1&E!JMxRjEyc>eT@z-s_%f|+jq@~P7zF^tneMf4ZttLfE`^0S>>oWGud`}
zO!$PLWHOaf$Cd)NxNrLhOTWk)6gr<}=*syod6PkvxvS=^FFBuMz5`09)~1vdq2tbv
z60bS!-FC7hBJjS57kYwr_SXU0K0GE5l0~ZsO~8X24ImuO{9RmjYn=peS^a$FSQG^{
zKOy!+mCFYn!>yBs3
z_vO|~DZU_nK~>A~o}cmXLn~)VW~UFv1qPVs!~**qnN2ACY`OesbGggKmv$9e*NhY*
zFMgVw%sWP(t+PTnP;vCGNpZ^-9vdB1zQG4rSc
zSfYw5>$$Z>TGFCXIgwygqQh5@~V2L*uNsmtje9
zJEF1gu3*Yzk~?N^GCnQC>zzBbtK%E3cEgdtih}pg6+_IBUS`1<>y?&>CP_+0D{nGS
zZtMsmTi;6Vkab!X$_(!lr(92o^j;9)rI~&h%=a0bMiwqU#N%cN8}rGdYYn00k(`ll
z^PpCUO+=R9sQo#`a!Aa@Zp9nx;I!gV#6l?&(iQR!{-p}HdcW>U{pvxh3^avzAWynI
zVFo5_0-V(~cEu{2VtK=xZPq^%%ifv|f~+(Z@-MbW8}gmwHqehBkSo1GQF0lSs8c{@
zW{rb^);U^G%uNo{!qfR1yls2uT@||T_!ynf8zFZd$sxNJwpsH}7n@0|CO`%v93T^8
zQvt8y^OS5V=TtOd1ebQ-*
zH$hu9>LDE3HmknAW9I
zKH`GUb%1c2()!z#jqNSWqfs>L7cpg&g#d&3*as)laPsKsi&xO2%Auf>85XJbrKP1*
zoUZs3i@%N7K@#tcdfZV_IJv^&V-EG-ILP|47VT)OW%&&+6Xn4hA^>Tgj@ufGibhME
zYiV7fKyAP}$#j`*3A}_%ef;_*UL*8_s?Y8vgQvPI8w0<*arAbtwL0)QGehJ#u`#P#
z16I})wSX43*~UUS6&H#uLcRk6Il@wNqwZ`NK3fx_P)cn>9W0SJO^xtlp1-`(fb|DIjt=@nwKzy)EsCA(+Xk15
z=cLJxhkaW<@4Ok1Jr_H!3c|cwngu>^qtKf0xv^R|5V5z)PJwIhi5EL_*4xA~&qr|?Y&ZRdfEj+lFWa4=Zks?c
zH-BL-WY68?7Vm^4cFmKh9=pS~&pfUSW2FldhT$ITL0ZVCu`{m8F@`T`0dZpKFM=*M
zdoVbyN+sxyhK~K>&Ek0iDy9|}#LpN)-QJF&as}zw2GPj~
zYB1l>!ZU-bLxZR5786Ab`h<(d`6K+o_TC%uH@fjRN1d;IGXQd9m8vEN?}&hIwql1c
z))}5TrQ;qE}5LtmMRo
z88F@iKH*@S3$Z+TwWF{VB%-<#-gZVYlND;QqO@VsN`CYirS{7Fs)VPH0#9gh-<+Ed
zF7A9^D_Ce;`{SB=i;V-w#-k`o_2g2w#)*RGHV^LD8!Q;oN8eJMuIdF8z>2dz&)lAo>!
zlW-rM(^@3hJwF?KnpZW7j<)6k$945Ks-B}VrAy{w$9#MQ&UTUtkh&85Yb!46;5H4U
zx1W?Q{S}s5gjfEZ+$bQg)-w^ND&@^LMB#P;N;sqOC;rxXex#
zn(@d3V!$}LH!Kz!EHvy}r;F$ea=hacH->73liL+}dm(;AH=A)9#cl(NaZ4-}oJA+T
zym;yHb4uugg*Td6=U1KdgKEXi*GwQRQbL`6Gs6uV^NHVu$PQ+im{?qMKhQu@>CWiA
zaF0+|Xmu^~y%mvYrTa^4l`tg^3bHY);j&(L4<`~MsA7m&cbV5W9#dV(a9ZI5cwSO-
z~-#Ls9^IMlY*uf7MxIb?dAT6#F$0YB~3&`BG^J{#5m6ryfc&
zjCq|oeU&8VD(0tG`7}ilxGU5fUahO59a9)iq!TNOoh5>87)_Ty`Ou9hyw0gsmrNZ?
zfQdy%&WT@+K}Yh(D68w^ve3!s6cG>za(9Eh8aC7QL7t6K|QzUYdP2X^`&o
z^9Az}^E#~KePx#hzNMGVPofjA1r_cR*CLU`hgUua=ie3Q3&^NbsQ);V?sJrgl@yY&
zSw$_BPqU}Z9g)4%+u*QGX?PQ<5y|ig%3dD~V6^&8+W)
z3HCAgd0agVgE9ldw&zXa1tju}?Ymq|h^cQ=aM)aTWR~Hxgk=ex5A`*&JPyp$r!WtP
z*UoR4-C0v*uTfVz6$+_k#B2!@a&gAwI%rWi3M>}I6C%FKGnwk0zxWU)_f6eo3h@ZD
zxM5o~vjJ8A)|#rxbBjwKrmKE#f>rCYE2oi~+vbx(eLZ7T*Te`=(Etr1;p=;Gtmit@
zGVwz=@^9AOEh>fU+F!g0j%te}M)U$Ve@$T%lWka#Q4;>#Tyy*GEFOC^>?gxr(AAW1
z_=L22H8G)8HeY*^)fn@!M%kDGr<=~=lmG2>>tO!XJp*_}t@C$)({Os5?fnm@7M!}5
z%^N)b9te-N~jyn{3t-1UCFs(?^>*ukYv!*88lnZ*r1(l+zeNqwcZPF!7|WmBeLy88Iu7
zNEvh(Y&TF~(t#6vC4uHhttQBjY-h8`^%E*>(^4H;lTw@NhDL#yPnfnoW5G;PsosaO
ztvs&0tg69}#H_CQM0`48o0OzKDLr%M!%R+z%&l-orNAHo?>D>ZAaxLq7-AJDg@MGK
z9rK;eZlwFiJJ{CnoyO2*Mbn!ZJgIm
z1hha8Cy?ZoE1m4)cB+*p_l~F72kas2KnF&9dZgEZN_i8v9x58zY+{Dh4EL%O$SxCL+!r>#9y16oD+6
z*ke0afm|PZM!hWS>+Jm$JW)XYq^!ik+EFc#meD0Hs$1X2)7C@~Nu<(M01mSPQkCv@
zYMiHBZBTJRR$vHL?)#N=0T?&oNf8
zK8&6I1|!ouG3olvbDQ1y2~a3>FT=h3%Cc1S0osE)GLCi&sAk?st$EYg-jVa-ZB7pU
zNi?cR!7ngY&Zc@{+Sh<#8XR7n?~BV$yU-gRLEu{T3k-17B`GxCnK(a~dXvWR7g6-m
zjWqt0wXO>Kas^S>H7%{seoJq~fyJa|VKdfF;1Vzo;
zuYn6GvtHIIr#P#&YF@eKd@ys|_zpO)d|>PO!Hgnf-O#=`M9&;hCl82lK$)!73F=S`
zSj=f0eYR4$)D37&H?x1_^zg-I-r4!_7F1T|n{S)n0l=Xz;{^!E1*J~u%iX+I#{)zG
zud#+SW}=X|Bs7eYMb+fz;O
z|Fv0;SDI&-%fyjd<5vFZje}o}6~XULuVqoYoMY&8(uc`zf&|f{d_brp+D(bK^x3=C
znQ>`kN2FtEY`1iv#f&&{oLEXt#!QWY++u{lrAj%*g7~=x`nDhZ=83{?zT%Vp1}sXK
z9$nqz%awZKL@`4<2Zvp51
zR5o{N?{2?0P6&UoZd7$3ZwAcM+meynEg(+)YCiT<#T9Wir`rj_=(gS}RW3Z%E{}bI
zsIBAU^F`!Jcqw!GsrM#SHdU{G;;smn)VOAsQZza(+Tc;zzFM!?+&lUdxdc_xuH(a^
zNu}A4_oM)S~q{?zMLh;ZoGPl152tCnVk~e^>0vqeA7nMG)^_}9++FZTkim^d??PtprVc2EL`}l>)}=0`Xr5r-g|sYIsA$Xj;kPi3yY&q
zgEQDC=yv}_PtYZkI+(fo<&1^VDCygzCUx8jea>c2r@iwhMg7NU2sdXf+epQ)NnCre
z_uEZQ&EuTuceQGJ206?-wTwPKpZy<-0TaN>h`Bw@o7+meS+m`?OwA@Mzd|dgjLee$DRD>2t9Ka~S6q#eSf?zvpI7;3
zBw_g5(l
zC-$(DSx#%-4rbg_-Z%hOp8^8jn0J0Ywp4CyB$;oMaISvciiFSBUiiwgN6iM2i`}5Z
z;$j8XQ<8Wz?3U0}raRdoYV{5jL1{MV@Lqh2bGnfxd(C3Q+gL+eZ{y8GO@$CPi^$qh
zy%xTUQ;SsjEPF`1F<&;1DIn*`YmGeJA=wd3R{@Lemfzw88eWmVF+9Lwanblilan=u
zAKkO9Z|allVeMuZQQpV4;WnULp99DVU0i`#da4@s_PNQAI8CjuU}rXX$4qz(<^%DY^BMe=w#CrusdB=3Ci@nZ71sYYtL_o
z0jJbIm&Y=0nR=BNzHD#%yg3nL486d|OYw?F4pf4SD+Bj&zh$T^mwa8pVb3`uo}Z&=
z=kOp(f6vSeQAp+s+6?f8h6IMwk#xZ`c&7xy3qet_-vC!G|E**HHG8nt@bm1UnY{6`
z&TCd*xkI%JH`JK`npcU;=W{3KdhiKHbdtgJ3_p8lStOOT}?2jjUv7u%(W6w@p1
zpVmA58>-@`+SPwzJr5@Imty`<`~N=`b1ZkqA#-r^Y7bAy=A038Q|R9fgq$CP=tOk81UWm`eA4c4;cz^5cYii;0mIA>~
z2#Q9}#n35reR&QpMFX$iT#_IX-X+@fWe)B|UKsz79uevLtr;$Zp@Hg&%%mcVu6Or&
z9q-4BwJb;apqXc83%OqjanAQW))pfMbvrW2Ak@ao4ACyQUsvwB*eT0^Nw-Uh`E3+u
zj<*gkY^T~<183<3H(Nm=o{w3fxx`*2f+aIr{zB)Y;9?aWk(skC?k!;m*BC`z!5B2g
z?Nx|O!&eAoR>H!20UdmP?~?B7nG<(w?tcf&_$kB)(effHf)3P$C(YYb8YXaNg$L}a
zSup4Oz5^nk?**$SuFg3(jgRcCsN-mr%?24;WzjCl&+ZVttmbv^&8&@OQXC~3%wx;Y
zOz7Mg`Yc9V*gKKZCy1KsO>Mjxo@`L;b|4b$)2*AeWZ77b%Y5{B#GRhu1JwL#S8jf3
z0AJYT99>VIU5GJ|xsA!%y6i8t3aLBW)PbO#1EN&Z0y}HbiG=4K3?=!87b8~MAGFea
z*Nv`h3LmUeoHJ}H3vXVewXR;!M<2O
zolM9iV-DNYy>oAYILlwUCIN(U2f$`Mw`x#sqSPgpQQTD7=VMjRI6kKr!E?`=2*0L6
zTU1#Bs*cFHR}LYHb5Mic?|>`vcKxQZd8Oj$qT;1WBejRD=q5g|q>0B5qbCZphrp1H
z*9~%NQ^+^c#0dmko03LnbUI+b7RFIeVognN=jH12-(l|}B#rAyJ!oRa^O&VeSpnxV
z90DD`jAKolxb8>tTO8;b^LISK&wY($5+}3T9Ba5bN$QF6V#o3yeLry0>x0sT`oc6L
zxjQLLMC}B_stn5BcTjGKWn=tm`1QFiW>LMA(Gm5L74na>m9ifk7duFuiFSouS&K6Rb7wk;tjxUA~VU>3t?UP1WV1*;rQ>(e5WEcG~dFTtr^F=ow6*!zzNl28;noa~=%Z|y45JoZs;8f50
zg)@RVmo$Mj;VL#4^NtlIFMjPCm&TZjXA78Gy#(u9c}=&biN)fQ&yQ&f^{gPLDS<$4
zzP`NtXGRKEr&=|xc=qZN*R8jRn=fE;+YfWg!9I|zu%{UoJMz4VG%LAp610Y%!GqO(
zVTPgwHwA_~xwC2u_t&`)t8yN;TYD4&AJ$khuQ=7!?ax(978F!Y%KFehRg9d(5^>^%
zFsLU&G0l6z*S<-4#ZgussLe2EZRQ-MNGVh&KKJ*J9>`l$d1LvqwUBIC+$9ys1JPb6
z)`=CwQ?^ls@UL^1yHmspzZvEf^hW0JE6O!J)7c2z1<@}%I)3gri;i-Cb*pyZ@n#c9
z%Z%hVH#d9L@(!0w+E+gACZ`(Gpg^KZ^i3S&_@fpp6C*(h)Gk=4-Ilfx?{F)XSJ1=*^G-!s8g+Z0C0&
z7o>8D#fh=$Z<+SN-f?o~qf&ix!-GU$kDQ;Y{^Xc?y?mS@+cw-4`Do6re>5g*G(?A<
zc16pJyM^gH;px;+dK*7%1y%SCkgjo00=Y0m#T*;l65NVy$$mw!4%4o>nFo+!EO+AC
z`u1E8iHcWd`}3ga5xm@Dc2>ZwSH>&Dtl(1)g@>!+B;6T`8{$lP27R`=wnmWtX`oOQ
z%HG3N+hp9cEQ_#Hxt2i-P7|+3HKwpc_{}VPh+VOV`*VX$S$x>MLh=&LG|#&HAk8GM
zpliY|oFHrFWwzUs@ZZ>b#Ix9`^}>R8Z03?R)B5F|7aLKPi_fRunhLg$lxPC?&J7
z>bY~;K8lJ!sz`SwQ71JR&EQOjkEW}}Z5cldBJjhO)2Vr#>6_3NY-`olSMnQyrRp8V
z3eqsEx(4au%lM@I;$M}cE;w_hKBOXtKVMy41ji-n>)Ai5n)Jl=Z;ou8mN@#
zpS`suutme-ldwtMq8{ntc(5zP3D9Xb-(gZcKsL;t@NNk)?%?hXEzP{GdwnnRo;`c8
zY3){s38XB>cb4<0VaWqKv8=ze0!uvGGMlxMUs(7eBa$Qw58$-U29H*76sU>g*ikw0
zdxI$bq~ga!rj!bwmu%r3N^l7Gs#?A8ma|h3rDdrUW25v3Eh3QL>HU1U((n_{l~FZB
zHTwfP&de!laz1(TAoe!MEjjBzhdK`R5{zc`V7_)jwOLSbyGAThQBkMm!oHJ2)~>&j7qh3QkImdPJufxoy>KC;Gqs4kP1O0aGhfrCU=m;KqK
z+0}D8vgx=#vtJ~Q;7pp;VX)HbP``n`9X9oh)o)P+fL6+c5{$MZSIjaA9p(($&grf9
zh%LX2r|QQn9mJbjzrLgAuFa1!EJ$N?pkrR42?jp=I!D9Em(AmZW#RQej@9SQx8HI+
zKg;?TErlj$&4y<6nMHC3ClnT+B?S1G{?Q_vL99)}xzQ>Z^E@C(W}p?Pbpdy>>m)z<
zIz=#6aJ|M)a;R@4OKuq#NL3qKKm;NAc2L56Bewi0kv4f7@YvfJs
zd`Go=Da-3{q{|wlGAX^_MtrDiLzq6Gj9uu=yyP4-N@jT<*^rnb66dlC9nAb}-DI
zDw|$kH!73~F343_B)x{{Afo|*u1hu0_ot?#J&pNJESS;Q3@Xegh(Amjtx#D+)8zmU
zy0RCFlB?x4s~rRb!wY_)v78M@eg*utz*T%1tH{f#t_RzTI0w>uteyvT;Ezj=+LH*#{|k{*U1x!wqB9ZFJ1uS(y|JUwONK?<8j
zdc%~|!vk=f>g8bv{q>a*w``WDIYh#FfIoMk=VZi7$(`LP=|eZKvm2cQqkk;I&tBLu
zb9!9XFH5=}Hp=qA?`PA{PF{PmiseX7G6Dt*-)=-=lEE6|N}*A)$9qS2s7^y!5ozs<
z=GLlw4K*MHc3yp=z?0pkZSb@jjjw!~c+8bBot@M8$U8;glHr62>8>25A)KM_(M5>i
z)2ZOkI9AuesoqW1sAGuJZB
z_ueZWM4bU0XVu2tB(qzHF4L>M&EjJ!NJ%QRO37iSL
zQ1Io|9_&~^U&Lb}p$KQ0z7`il9T)F&Y#{`q*N6UEQHoU@zH>3RBCbWS0(;C@F{QsrKPH*(|t@gt*Zd7Zi{%R`SE3
zwb)PZtH?pz?dTRI-l(K{VqkV9-MlP105?L%OM-t))5xJx3tW=ds_n;*H-?3tp}TLv
zz4X{}`d|KV?0}~Z-WAGvnmwE+cq)60(Vg!M6d!0Ee39iv(n$9F7&F`Yc(QI-*J{-O
z58YxXi(cBcx3~pSU!r=n+}U16z!1~3UXAeL1J%GKLC^$Xz)PdbQlkIV${Dj8@=gyM
z#+T@!r%Rv2W%(r25k)?<@aU{|`b5ZVfZ&o#f3IG@gvCOB0P3-H!glzB&0tGUIeS?sW2Qof%fdfjH`GCz;$w>8Dl
zr$#u83(c9(X=2qN58z2twb7IxA+9`*`U0yhkHLg1Id~*4_DY0!uB;gL)5V%sMmVn)
z!Yao>XAV76xa7Z&xOx-75jb(R**iwF2nX00lSAQU`1+5kG%;M5nE1xvCS8eyDZ}mn
z!xrg}coc&&)%87F6l=+Ef!1ZeA^vrDHmp^t2(o!LN|mEuesl
zU#QG-)~#<>il)k#6?TRZ(Q`}hu5wPHy>mQx3A`Wp9kDsxx
zTdP`^r@62xKHO-=2nd|iJEv=9<;Qa?N0&b*qA?5h*RYBO8DaS*OaM$DY>ustq<+0U
ztuJPi*DH4MuM61$ApLFLK$F8mGyuRzd<0Dogvn87uq^TTc%CV(A%^eLA~n(RO=0lw
zBY}F}nWfusK(oeJ@H8u%PBS9sjOe0{o*$5%Nk1IRjw~!mx#CxpUEqfdYc4m(<||Tz
z7l-TB^)<$aIeJs`os+r=nYp+gv9HlDVWCdhxQR3W>Jvt^hf4j@v4zlUJk;LSdW%_l
zXin6qaqO`NVq4sQ*fA$0M^DZAlmzHHg?jm7(ljFnAktn%jmVn&3UZAv0OuVN
z8Xmh^RrEkA6mh2FU2qfs;^u}sAxq}#b=Gxr+GY);Y9369mPe{+=_E^1
zODI@O4l4}0o-bRWRJ3njvag$1E!H1{l{KZPgxX9ZCX|Y@x=@}PsZliYwgt!l_F2@x
zjDJ=$2WPTOiGZC%|F6i)y#ho4?kQHy~zKN<^Bg(fj;)l18+Nz(wz|3D
zoOaEKMs6SR-VJ}9R`nSfR#a(=*4vG|>cLa>-QXHDrMNp*xQNRzT$Pb^wPnkrkJVWI
z4{Z|q#6jNiDOP_NZM<)0kp1;XL;Jt)KeTNBM6;m#3_tuovOP;D
z`*UE8lZdG1qqrjD^=HT#Sa;X`l3G{nDWJ}v`qBO0`369XI&rt%+cTacypk9Jbj5C*
zKW>uw(Dh%43(p^k`8MkYjV$@&TqFEdePWwUd^mtG(h3v>XNu5Xxrtmf7pR2Pc}Zgg
z1jr8FnseKi9AFPE4xMAJmvxo6N))>EhQSNMCo&eLadQkpq7mseCbG#5fw%ig^`5
zx7~XAYsX_vSP=8}Fs$k`jnIuFv<|T5TX12(OP=>G`2Vr!eO}KM;FW>Y(kb1FsO>2V
z1Do;xjIFEKLQba^h3j&PaSoATpZ9uy8cCUMqE@e19=Ca7QhMQ=X3^gB7NgEpQ|sO!
zgr{DDY$2A@ZK0DSy3BUt#s>0Llkd_sXzjOj}U3F$W5sM<*2*a;NsdDcePExgF2jdn{OyVxhk?-Bog^
z1rv8G3(3_=1Q^3&XS14VpoG+Y&dn}PuAkXE8SQMC(^TcZGa44~)PIGoQT4&((vv}%
z5tlC_Ajo1yJ0C)fUhVG6co+3q;ZhlwkajskuAlxZx*{qPcx3}PdWu2^(R~z4zM-ejLr+F>1K~EijCZFy>iCbA6zL3UkBS0DW*7<#`#t;yyrp!-;AHTgUK}h!UX_
zl}w9!uKA_ih$qOCvts_muRW-GmLL3o9j2^^@xlWG|2{Hy1`Pcsc5!BnJ+Vk|YIJ$0
zs@$))es+>7O4*hZJ~{1Uwa4I#r%>FDRp(;h?g23PjQiQJX4%75`$r2cZwIljRmTg^q@Le}6tb
z6<7?9)7~w>
z5yN*!YdZR6@Hs()W!@$&8d6#LPexyQt$$HN1MFT7?2urQGHVj#fnp(V8DH4skVMf(
z;fob@pKtu+Ohp|#RgnJEwbKJL8bJ(-AK>U^Wvx;gqcm!lc}v1%L9PM8ypDYS_}!m`qYVvQ{Yc{X@Rju6~C@9EELEBpkISNUZm>di~k&E%%)2wd^e5Z5ZrDLyY
zN=^}29j#aMV#I`WB~TQ
zHOf$+gaXECk}V`x8?d90^C>1JTD;F7L|8Tp{d&@R0Ytl48yH;NteNZ=zJD~_VibLp
zY`4HQ&&eYsmt+uNF5fVI;8A}g2lzeKIS6+u=H1)lzXZ-nenC6GK_<)3S+kI9_Y2ZL
zjDoXY$|P?)`*X88fKa9azKM8v5ScsUT#|@RiEltY8G3W_^tRrTehoePxA2GeHPti+
zUKe5xY>pdaX)$NkGW<3O0P|uVs8{D)&QsFLbB2
z{h}}nxVF59VWWl+2RUmr9O{3m_t)}JdyfZoD?A?XB=y?{fSW+a)MOi(VrrkO(*WgXQF3
zlH3gq9$xl*6X;+6NroQ6LFn(B%sjnZ+1y4eyC7D_H~7gXoboasOEo1?CUiU!c;VYt
zJe^!6A3CWF}(o}Z|qCQ+lA+eno(eG#K
z(tH{J$(cR$c^N72sn%)V>2tq7Rs3A8UJ7dwpTlV5u5j2tt_UhCNzF<|=BrUwMb%}D
z924F`H^`mP+a~wHvxN0-zh*kw0TE?QpPfbKtHWbQE6~i>y8Wg`e3y@jH{NPokPQr<
zH=$tSitbIkZ!JgC!bhvo)yjX8D{32O!)0~aWvg>Y{$_{
z`1HIqklRk1gj-US5w&z0t2Ix>qqMje3#3M$Umn;ltOn|2{w4B+)zLN^=!W
zoaJSdyH#Ew8W_DhXd+Pe8c@m>5xXmjzg@fk6MnH+MKR)~_;oK7Nu<@S?g^|NrO@V)
znM`|#(ts%qPcgT%E97!pE?`$a7+VH++BHnr_8vBW7`f01T5S6)nE9OwPLymxrz4}X6Vz4WCamO5E|U&$?XygAx!s@~PBa`N(Elx)
zMlGjbiI4yI^D@t(D)k24h8$dM$l76vOVB+uf40|e8%pRiqOP#bmnSgqe2#(y=CfIi
zqA$ULi`MJUzU~-w?&Wtamzt@jQQaLLC&1cB?bzemN<25giv3B&z2wjg^AK-Yn)TQ4
zI}d0uCm29A|Bd4csdp{0y^f69YlVa5&{K9B);OvvpErgXYte^|HRSgKU
zZf?AK7~ez%f1wled(dv9^~+Drc(?cis-&OUpB<}bl*tI{hK
z)b;y8Wz}OUg~{7`XhLm;vLhAOoDwXe<>r+5tOorxN_)LwYvvl!tWy@3KLLN-LeDT-
z0cg^zJ6x^gdJ0N|pSTd`X|nx|v*>O|L%H#NmQgwNQy}!8_kVUQ);A3n&Q+@uevi
zt@wBfcV{me@|QTwA<6!SpOZdiBT8gK+Oq!j(dC=TK$z9QAUZCqZ{_2hGYBy80&Dvn
z00y!{=C+B8bB}y?LS)_A{Os=|?__dz*9`VTzf)C`kr2W8kiiqR6QB6UAGb}^3J!1P
z>aivqP1WxniI%$h-;t32UmfEgQz?6$g_7-tcgOxc4)8y$EC0jA>t9EXL@xe&boWH|
zKXbgI{r`sTI|t-k1v}$VI5$nd>Dq0Rf^gaP7*@E2W?4Ge>)owqGYrpJZU8q}UKH-(
zvzx}8WqQ%yN5Uh&sM`+vpLja=>doCbLv*TQaWTO!PL{=$VVfVaXHkAA0^<;fPbRE{oVy$=Q*xZBTfWNC)G6XcZ%tVlw%3tmLqI(+gS
zHKaPmJ!xcgd(QQ8zp+P&WKqEz?;@51)Uo43!(J31o1WrpKWCod>%55rNrgJ+Z!2gP
za$!$Byd&O)^qg;5ntsk-qq1Bn6qOL`QfgC75Q<2pBdNjc75hu
z-*WpPQI+V6XQdDvlo16pDgRWw
zySMXeIJ&lCt7S-s%b8n{5N
zxFz2mXZ$K*F-JYCJF%Tg$|-JawC(?i%JrG<2|tUiAIx6)nJ*?zdu_zGc9Xk3<@zJ^
z%h3u}`5kox)uM5)$j7v{GaF>7)t=D)4NU+z=5Uee#esmev*?V3ukJ2au$r9UvKQ1FmWU>=ybvdeSz5dpu#(2R7Sw<
zgtm4nm6{Vor8PY3_u(28W`cSLYjs64D1f)E^d;vdu<7+u0fbn(qXQ6+Nf=VeA}#h}
zvk?;YrrxdFpzC+~d*JWKi~1ekeeruK!7Y$(6n1;jRDD#FAHBW!sRdTmy;Q&r@Ts2L
z+ZuFbj)wlAxx%^4vZKTi5;Q!e3~rhjT@+QSu++U%SzRJUNvjAuAQJz+aNP>H!(2|r
zojQ~0!(N)?blW6r=Kn;MnNutvmZKcpsQ6MUiN;;EZJfJW2D5AKq}Z8kT)zg<%x_{;
zFR4=puTFc^e=a2z}oJhWUXUYBAxcLtc-8S3(ywyP*7|NJ&3KzlqXK4(YP
zBlv9N8xz}sGO3>{hvtP!RA;;Z43KlQrJKXm5h(Z0(t(m|#RrO!Kbp^7hB@hhb(-Y@
zXs(P~?`BIDA4w&A5LhkrfW-z+<4GifuWsvzbvi5Nr)}4Bv4fSh$@PGhB~9sm8%$~-
z#-Mno-tt=8?N)zcLWTX^y03kIA6ajo<9&X$WBLO5ts0f0O_gaX`taM(D%p|W=Es7B
zJ(+TH#g)#WN}}`D+?ql0bntLwrU0_*<(00OIgxH7IFv4FX!xWsZEWhaDR83LY}z%=U5Ole4@d@S8IaH#?cGg}IbTibyyt5urxCmt!kQv%A?auX#2
zvWzbiL}ox*Z4)eUSVw#MCrTSr&PlIY^YztcG`#(2_)Qqcp~Xo`e>AvF5g1%ij%l=u
zereul--p$V>nWBFmNoMi%g6e$5PBGbd!52!+q@Z{f+S`%o-+8AN!XOiob!#gmd27fWgs
zUORSxpWF+xjXEKa^mo6aSZoC|81`=E&q9UK@W&@6JM>;y<3EPzosSQuGiZD{$9<^ANO$AN4!VI--M!6>A^v}vF3ESJn
zZE;Lo%Fkyn{G|s!RA*jGfBwdO5fv0hwa|vAq!)u|#VMMcu!K%rFF@b9Ig#Ct+!$Fl
zFzF-H(jTtdc*alPHM6KXk?NWjP#~x!goxjM*}PK@q$)Y|u5dS2xM2!66A{uRQ?P<&
zirexBXJ~yzzIv=&$Z~d`DB|AoQ8Zc=VK8cAqp=wn@@Q
zhCx}P=3ttV5n;kl3agR;F`$%$nQY441f8I*k5(nRRGre}%RVCxJu*TwT8irV???c#
zcDIOvI7TR>mt>$=V(@z{m6xwFx9QHZhu|PlA8d|Y%yrcsJQYx6zN*BcApPOF#GxXDcPUS6Hmx0C70v!EpgSvZj>iCoZ*?_x2$m@FD_rTpKspg
zL!`DaS1dtY&|wFMm@AY?#Y{3G(D^8iy!|Y&UiV%Nl!-{Ejv}9s;W{vYYiD!*1~p$>
z`)SDSz1*2{fD^M)E7*@GRyjRfw|i@^m-X9nX@fI-TGFKUJm}Q}57<}M84G9`*1W}(
zHUWass-vj!@g5#pi|J0Z5x4?8<85$gkb&_iPMzL~Q`35Q3&>x#Y
zC8)K9cw26oREJlrXf&3?HT$zG>bvZ(cMt2EBjg{vGZ*YK7teoy&P7G1OiMV0nQ68Ui`AH^k34#Gf_u?q9=U)M;sz6tqjjh!vK
zoys%NXx@b`-lyg*!88{#((TN>!b>dp!=u_!36lnL{;pciG2SwRoj%0A2|e;UV5T!!
zf*kFOCk)F8B58E`f^Etj6nX&YhK%p+a^|Jq84|IG
zsfiUk`P7K^wFDqNs$Da~^p`%8<`e1*HP*IF8JoTNqu#*Y9K7YOpxFD9*L31v^a(bk
zSBmI>kS;mb255q_DZ5qIbvhK7i#H;hGHs0{PlGDG+HT3TfwEHq{K=#4j@;WJBp=wu*sy~
zc4GD3YPg8~o^#jbzG8ktdyYnK@^GKYHzyJ=W0_;$j3{=)m7)_kv&U1XO+EFW51Isl
zv=VMktB+78-ZBky)eY3LXTzsB-EwMglZQi>93P^8uIqW&=O%N~N(lv=fZei+jIK@t
zT6r)m4PIt>w$H50*zwH`3~Ebc-_`6|kJW!M^DE*7qSUTXQHvLT)a@QEATvR0P-Fv<
z;pMqIdU_M(E04|7-hXn(^ti(-pqw
zKl8G$tU`65%BU&l&HRn>fJ7hthtjq}JS~eXA-%Z|U6VQkfqp`0yoRWMY+E4kH`_bF
zx9y03I5}G^X1Xd{*Od-UG-xf217%Dj1`ogQh(I*Bujf{@L}dV(HwJ%W-fe9|6_#b|
z`RPFlF&jGTt@8pmky#My`YC2_&5l9Jq<*}HG#x+T&vwi&)C)P^S@OhG0E={Kv?yMr
z(uPN<)Ic=XswgZd;Y(}*gc+qioycS8?PMxZU>jS>NR!ZY#zDFNx9{{i^K)MH$7g;r
zN}Z#WzeQ2DCafNGgcVJ*574oI^od|vX${QMZWuUh%O{BUK*3=v*kv-ENxoo{qsjUFPdTiQ((
z_`Y;t(!E>(sTM#QAXpJ~T^alwiJHpP=P^*Si0rXlU-F(GAiZSIq%e=`e9^@wCt1
zNAAUT=QFaG?A;h(q7rG%>rGR#99|U1W6M(?+vNprr$QqZQ_pn(F~JoE*0Qd!TQ=UB
zdZD$|;UL8`gHyOg*Dj)rg)G%M5$I@=SVs6p?INd%JByb
zf$Y(_i=CmzhLeqlIs?^aN(!mO#fJA=-Lp7^PxT|H5dNr(tutS*1J3^noyk^z#vge5
zeC)w~5H-Eu6#B9$n7ZWYxp4Llb(Yn}BN}X|{w^*N*nG46e(<-w^@bk9tWH0q8Xg0_
z?i16ES6{3~1(bN6x<8y6P18f@QzR*b;~#y05M_@AXDrEKGR;;QB5CUr*<&COR-
zX-%M=V@c-MBxFsPke;1^P5ymEyFq}wk$Znxva_Bi+rZ{7J#THv3y{!vA
zGpSjyzU3`17})+h$+tlnF+aFmU5a~l-=F>|Q}C{mGwes*8?ZvgYLJp?KAIlgDK6us
zGtgl`X~PDg7qs@yr#WyWYjWl4cVWCQT-DTfkL}L3J~#zBhRz(T$^W$Eq|0sZSn&hX
zRNr(tcw0hHxatz$hqp}RtqCk~{TaAwa+tBU9a9r9Apf1HHQPZN)q4j7IICfHPi8n9
z^>)vNU|XqeZp=C(@wyyPyr_*`2D{edS(>kiTRr^yhd5%%*ib@&_7%tyH#l{l<@&c~g_}_~yY?`fcXsrWXre2X_#9i>9(upew
z=|Lcs(fxU~5bTuHj$~PkIobYwM2C!tKmN;-Lh58LaCn*9n-7ypyo_ca+=4__8!tGy
zihWBj_J6N|ZP6V|$!VBHQMcWcroovn9eP5%WYxLOZb^)kd*ZFJL-@TA*K&)~2u)eWR^jUCL**_Py)GQH@
zB07A1(;4~RR6oBo`Cw-7ml@uynq}i_i3{k`4t0LBGY0;UPiZ2kc
z$P{LL%jU@gEV@u1<^BmQbZ~a^EG<^Veckz%K)ysB2z|>>kCnH~(^Z
zEeB{c)&n`1@vL>fbbnoOH16_?h2rOdb>p;i>{%l*6-~`|X>bj`b93WN%-!~FxIVnV
zZGZ!VMNhAc|-n>yviC64|>55-0xYQ$|An?b(n9-*Pvl$u@F#?U3
zz}V)B$jU@L0c;CW;_5Z;mq_C)_Av`MQKKixLBVL2#Ipq#`o2XLDr#*iZh+V-M9C
z83@>(io=7}vWc%KaQE%_Wy<}3d-QkUBW
zUi135O}G3|Y5iq$=pX;tl2Y~;WOiw()KiMT+F~7~=gveH_2@GLWR}Xd-G0|n)ujeG
z@0EQRnWrqW&CyUoJTXY_-K`89Ou0E&Bz?lf5be%cK6S!ORtDFp)IE>CAX!
zC{bXTdfVt&T8PXcjNuh;uw9Vwi
z#o)cKReFL4piU%L4F+SZ5U2@5)SU7JNHJq6>})=J3GL;vlnn7)q)|pz(zynLfkE2@
zF8fN(r(u8r3~I-R>_Wk@a;k^QaPf)LTzDd~*udt2CsY88X=hN@HG%yulk6soW|l*1
ze2bAU9GFk#MC+TI-&UjT1Bm`^zyBtn>+)IeuXV`(IFQi=qGX&zwyVi^GjA9e@qjl&
zEfvd0z~)fGy%9k`=bNSRdy-N)ZjOJYX^PJEUN(7h+c#EK1A53HdXSPW*0?(n5U7n04;Mmj`E-=+3aYI_(WX01pgM2cHd&dvI-nvIXC%SAZZmz+Qd+4DUtF4s>mbcz
zU=;3U`yvjzH2n6Ch*c$sJpK@opz1<9mse)(GL3SH=Lg*>o$<_0@f?iZ-JdBOCrO)J
z?Oxlxn6_YsT{4B21q@~l4gLqq_20kyg&R#beoVcf;EDe}dQpa_t-__B}|v)3$dp^J96oLUOMd^F~H`!Waq+{
zI&}Ez78I$q7(eq_G5u%R-t33(9~YU!=NrV&8_4EdWdN5b8oR(OpiFR{S)!)6_|
z1zo=|f@gRR`XZG(9Q5p7z(Se_pUiSJ-$gg&si~`Btu5Hu6|!^_eRK#qAgYB%Tr9I|
zw4|yC@#%MEuZFTPWb5xI-up+VO|wnvd8i`)XjIdZ>qFM?r;1ysl30&NEC;7vBj*4R
zJR}$qZhx$O+V$+uZbqe1y$EWf&Y@>dW5`576$a2==ET6xC!=O34wuf}trwt}9ni$BU*y*XX}eH9#>
zy_h^_#2Z^2s3>N0r58RWjFpb3WRr3V#e?`>=Gc;J)E!L8)2sb*ElPq~le=_dW<AGAIL&Q5oBV69+5^YrL&q*5lOGFwEqw(>G~PxgM$qrv&cL1}vZ3H9l#
z&wn4B(j&%*OUrW*2YR2k3%3C(0`oZ{L{`A>r_vh~-gsj4MW%`^!DZ!DrW@{yRJAN+
zesFZ8*Syy>+=3AtB{H<>XF`7W%Vuzy
zm{9WP^V9XBN6K*SlPh3Y*f;rPGAnRZHtIur^o^QD^#$j5Rj@}%(d{QF7y?HL&x#-4
zP^C>&1H*#0%}1Gzg4WWE|&kcjE%%)O>1;s7+M%@WMio
zMfvmp=(79OE_&(u@HKF@G!jf$mQSvr{$7?C!8P_TD1tXU+GVy?1n~&xr|{dJ*~R)w
zanS{z-sbh18uODu6)GkQR#UbWPH
zbP;O>I`)am)ux6TO5TcoawYhW`ce7jiIDl1=|;*=EDh3}tLx^F`71lZuCSj;9s_bx
zX6yR1+0P%4QwA1mO0)L@Uz?=68bIxw6&a(TcG|SPR%@k>xa`mZgG19>e{C@Rwn!#A
z^W(rlL1nT_?VMC%lQpyp2Db-*Os^G0I=rgt6uznS1v_s7fyIY-T3xhC+`4>lN^x8A
zI{KksTE1mjFwbX;HE4W)j7O7&mLpB0VdCwLGwZ58mmZnvh5lR-;n^jZY{?4yoL@X&
z6iAc1{c*%Bg5|R-s=vjymOI?Y$G4@rO?bO&Xn2xTErbNw`uUu4Ob7cwt1UkM3YAOU
z*U5UVr|jlboVl7BxRL>3+L6%dcO<1>n-Kci=S+LjEUAjBy5wD>FmuQt^XGK&x*Of}
z{p6%uuSU^QG!G{$WxImf4>wX6Qq1;2(E3eQ9cAa$A7CeYlR{sK7Nxw$mWn#9)Rv%s
z>s3XFu;G|eTZHT@nh}Yi@vrY;{}FQjHwbY*{>QQY_xHz)v$La&BT?!=C6TIf;c~iV
z!M|0Nv|O4#IiO#CeFqgEz0H6C+dU5E18n;Do$#6uZ&vn(EejL`sNoi
z0);m)$a{9=2kOB8{+<0ld-VSs8AA#eCI2YH(M2PZe3heu$Q(1t`i)g4JneXAV6#K7
z@A2&`!xN&8N3_#lIh@NQ|Cwr7S0-qffG|!a##1GGV_BDbAgcfdwc@>^epE+n(21j#
zw;G}rT=fqIB055_bB
zk@8}i&F14L-7*)&<#{_%N+UdsaL0V&{&9s~RN)BXah%1+vwszF-Lg&xqkV*OG^evb
ztG|!rId6@hH{ZVKEA-1chG=rOf9k`QzudWg9WL9Zb}i`13UM?#caE+|tw@GZriWENs~v
z=D1m(^;^k#k9>bc)rJvb;QNSV^afN=5?KAvk=S+)kz8&~W_FHyVMrqKu~+QQ%0xyJ
zr^~JS;(5n))jY!Vi6ZTW&FS)%zN`#DJ{Wx(Wh^Kdd>!HgLb&{Wq@@1vMeuoxazvI`
z58m$LhAcX63XZCb0mPH!5+Z
zRmf{k;s66BA1~anNrEK65U|u1dN+fN52aX*d{GRDZKYHM?|h9-1Yw@J?ZfQJm&1{&
z#o-TJ7i?>|Ufd3&L-EVE`?ep!ap(`>Uk^6WlcPDyfF7}tr#b%NXp0J@*b9k2>n4YP
zK(llae?a6wDf4ctgbpBWd_^=CHpRpzYG$qE*0?=XJD3QjHeZpwl7@WJe`8;Y-{(Flz
ze+@Dh6ty}Lu=cs#au@<2liMCglOE6vXbLU3*e4d&vVO*6AdOw1z(ZW)7pjBQ&skAs
z{ch7Zgv18pphRA@2|S~>Z0B^`Zn^RCM{LBParP-#^CqY{9|&)gKjoWe!3>CYa93De
zbINiGT{b%?8=5r>nY8?Mjol&E%oz2jwhFOjPly}0%+o%Am}Pw+0J9($FH(PCM51z4
zqb#q?0)ItBl701~i?tK3q55B_gPMR39ykSBE#lSBgT4m2DXuxe)n)T3CBG{@-LtwJ
zZSeScX*?OQG8#~5+>|-78NHgiIIAA~W_AZ?$S8C7v?-|`TM;?400YOitYi`t)#V0@
z=Xqg!4r=mVy&gD;!LP5Op=WPlj7f3+ReWsW03Pl<=t2veyi;iD#OlI*B9^AY70ZE@
z=vua=nDnDu-Ai@;()On_AbKTn$3A@USX~cw>v&}k4e4@&8+l8JcP2Y{HW>Ji0)gTZ
zMi6MPaPE$WKduzUddzWFO8e@Ua&E2Yc@U*W|Y44aZ|UM@0`J7OGN2LOYazfPhMgfB}Jo
z&{3*{CM|TZ9Hk~0FbJVZhXjI@1W70sdX*Ad2q?XU-kWdEnS17VXXehm@4PeLeBbv@
ze#(BHUDmVrdUjdQ-fR6A2@$0iCm`9b=?(-+#k?i?Kzuqkb}l%{+%E=xP-2*3)*Due
z#Qe`5&7}v|{K~Lk0d0{Px%>_$sY&DKDZh3SIY`fr&~(bi-{g@$_YCGstebCWi_ge9
zQI1&dj=LlL6nz=Wlm@VW3}-ogg{yJat+2d~%}2v^AQtNVFjj@5Hj>%rUSgXYGTGK2
zc@-GG9(vUx?gP+6Y=-S|02eZG=j04fSuDw#p;y>9Ia76e&GPELh)7h=;+SNxWv@$D
zOWHu0IoQM8XY+cc`FLfU@L>89y%0I6VmrrC@UTP~XPJPqaj%K_PzC$AkvUG0&h=|J
zvt1vK(6K{C&J-@--xL>WlJDdeVrHP&JL5LDdt0a}qb%P~K}Q;3g%xD1^ZuEi-wm@N
zTRnDD6{c;kl$+XUFUTdw6)e#{otQ5v-#KjylV92()@sc@2p9!YWuX^!
zTdXz%Q9jN|GO&_5w_MStZBn53;r<(i8RZ!+-`y#o#QFheUwpM
z%o(5Aw|o)6)(7WDais|(E!)4$@AJ^av`S_sitdT8f#leTGXi<(
zct}oWek2$yC$%dPXc1nOl+(gOG$+>D_lY3dE%_XEV@mbu=Tu*eXL}afW(_FrKt~qJ
z864%WUwaR&O(VseYRd-uz)szFmW~!6dTF-v`L19ima&RJBW<8LFPxe)V$bfY-V!#8
zhQ}g?ALPPSM5{~-wubI$tH(m|>*n|>c35#nG4}vv=XFg_k%GX+`HA>TsCAe6MTYI;
zlhTTtkt$|=DrZW1W+la3KT2KYLJPJm!M?gHquBTyc2`(UbyskZ(W#8|#OCstYEG^{hR^89X5*f{
zw7i;6wzvd;*Z>4h!!R%zcxf(*Q?awSC~yM0^13}4!NV2jm{-|7ddWd)FaVol<`UZ>
zOi7=OcCHxUNg+B0m&+jC`b5IBf?e!OrK1e4Pi+H%5XZhk^J+U!mbaRSuO6dYbzSDl
zM1M<7bADg^a|00_2cw);6sNx-7?@EMMH943kUA@$RF9qT-|)YmU+)$W2!fqALQHC>
zKwx^cUa=RhHi_|}-36)aFeJ;d)MSfW#7uj%wdW0MlP!3oEJb^P2I@b6pa-)n)^XaY
zMfM=|iyIWt1VRfXr+pT@g
zQHchXoy^wZZRLeJv)Y~}%k!C?)X=w}oF)Up=Z=vBVol~Ok!k5hxCF4q0yxJ|ljB|@o1rlDzW&VHsDQMBzY7^
ziY1xuf=BOn!7heJW?bLYUto+X5GAkF42-ufGsUWHUyI_JE0$ZH+uzvON}+cP^av*1
z>(S@%hc)NV8j&s!slzAZ4}fJzh-&dY%c7Ejk{_KOyn{)oh$E)QG~*pfL|;J;Um%FH
zoo>f8ta$rX{zRM3C!n8srwX(ix8uCe($hEh%_WcrmE&nvrTXHavlS(clk*WguKK5U
zx4JfaZunj<9PQAS(NX5C4}_50LLD)0?*UCkDTdZ@*l@bkYq|1#be2gW;D(}x%8W?`ih3i{Ne9FWjwHm7M<6$X8Psy47B;?r}W4w*Pt%`2(
z`1raml%@hrF}&UkB_fEvILv
zB_DlOpTkPz;?dyZh%sL=i@XR53rG@(zapEgQ`V;Jy@1*aCWLG=h@(R)Z0nM9>!tx=
zR#USKM@)d^>$vLa?QQ>xK;#Guc0TRGIZuyluBMrL^Ys!k@M73&PBM9@Tock=o~?ss
zxszDuiJDNd)&Z3y86%uUr`PBz^>pxrJLRn*@=85zoO&nwej
zS9bjOFZdoC8$yR8
z{e4GVcagFQ*MOGh>iQ--ruiv1?qVM#%EtJJlW(oLsc&Te;Il2JfX(LNWRW8QAuhralLqS$-0b_`Ce#cKf>SXRv4JN
z!XGBVPdcMXAuR+phVYby^r-6ehVbm7|6M}-!p>@^gBzSkqk4yqe^(Fn?`g)8(!x~7
z$_AH30EIHa`aKrv+*JE=#-YZqlHec>3KHSd>!WQf)Zu0&=-lS(c60{<(
zVfCen%#HN#`Q2pJ@hQz?(A6*Q@vZM0^F5n>e-H1N@|D`}FCTo@nBEbRnt=yCz>HA+
zc-#YQY6)=*i(h4-i3UWNpL3nhpV##2_OYtHwPIYlG&O`wvJ!sv|7yl$nqp={GDeY3
zi!f_nw~P?Iez>984_)R~2Xu0AVl%Pxlh{w|~CpmVc;Q9-GfKb4UdS@bOEsuO&Cm
z5LR@(4Ya68F^Z^g2z?7_gZDqTt{&}i9MfFYS@|^qb_%6oGJPd=(;|XSA+uCKq-$Ks
zlTRI3r!6&_3>oujS644obbteA3M_BYwe-{o$9wVp;nt!aGF}*4w%o+BIL|@uVKizP
zU3ZwTvC*1dEj{U2)CFY^!*G0|=z;Ysv?(TqxwG1;nReYMo{N
z8Fpb{TL0~f)ZkgO5HNdDXhrXI$6`R-<3q&R$A2LzHY^aDw2>P;Ib5wN`hathU9D}`
zsCw1iTHw{&Kl1#Zm2-m>`aWS~1g&;(<){1D@9us)|A*t-LsoO&0L8q!2T>~tQ9l;>
zd;|2OS(<#B+jno8-2BS}|7(NeIcdG$06$IsZu)z(nf0*4JbcCcLn4zh|7`pVVEI_k
zC+L?wkcIA)?P~pH?fkp-;^UgJvn$lPGnp&7AGHCI2qC8&O{L_uO1VW;7`Ljt?^%!7
zTisvobzCKGw)3|W_`_5uLt5bS{amS~22+-cX~QIgDGUAf6t$;CzOzWP3i2D84?adI
zv#`gXCNia$^Z`y?SC+7#-$PIs;1p{=A4-~1^$N#ouI?8CV<)quuZ?u9hzQ-LZNBtr
zPE+1`nU#+0(!OJ(I$v&t}!Quh(LI-SrS*j-=|ld}W^%
zcr9O1Q<4kes>1A~#8*EWcxKv%4=H3VzEuI4vvI>BQ>rna;3aBCC4G}FPYUPO`JkI&
z)_LCmaf|1-+cG9tNl>I2{jxJ
zHtV-T&M0p1;>K*)LVu5G*#ZA0)ZT7LpHi(wI-?$g_B)eiFD+hMh#tAuQLpMT?cecs
zzKeA08t*WSHIvlxDKhnoZIK6AR=cXGk<-nH=+3_
z4jTs3X0c(+vR|ZD?qRc{hf3EiR582m_W-hTfA=N-iwyrW!u|zASRSwc%SPC->an@D
z-L!+*q{G%8>y!H|jUpetGp|BD((cO6RCi7Q_*J}b{;T@@5y9>EPa0Su9kss=_}ob~
z$KJ9LTX2TzX-x}zqd7>7e46Nol~(05NrJACfzO_5M@#aH(k%LeZ7k-yrwV>Y>-8gEAMpL+raL>r
zv=Oi2Tfa$tnD1!mzB^6Hd}}iPw_9-B(x6}5)A0M|2mDDZcHuBFZ~nZZDF1hrR{4_~
z+P;VSp#Q^w|LFlduT%!t3t$`g=8Jy8HS#)<{sIWfuG0W#8x+Dij#53{^|_16*239+
zO8sJGZT}qeJa_O>Bd)bTb2;d|Z6{AkWcXwe!cY6A7|hH1e4tW*xT9?);GDxB107ze
z@eQEB)Z1;V3W_xR_}2o=ADMm+#h8e1fG5&5H9Vnvx6gj~tJ|N&|5*2bsA56O+9+@C
zUzm_S&;FeR^Z2g?puZyhpLz4Yb2Mz94+ZDUrXD^&GjS8(mI~$0#R3jd{O_?Y0mo)0
zZm})_tT@)?e@pVAqIWy1AyeM~6c+`3AlGh~OCi0y>KkAoS?b!sSJec^?%>SkV=d#{
zQZKj1GJa>Gy!B-O>;FK|W59q`Gk|{>#`7lh(Eh}(;OqG(d&f7i$AO3bRq%QqZC!GF
ziGSF-MDgaq;oas;>`l7SPHm`XTEc$97w8>ZNOwNY~+q~mE=#@)=#)ihl%j3Q;8;@zJg8h#R
zR=&6?BfWCn^ZIWQnk(u1(+5qvhXt2A_v3aOQ(z5k`He(w1Q@)b-+zfuVMC>91G<-%
zuVP+3u&r92y?a81eaREC(*-#7&mYtOU~B(Hw#zqe?*1^VKm2@b+%RtRaP675l3DxH
zR;rq!s(+R9CMoXVSVPEeftu8>sV^n$SZiDHNcG&Amajhq{E_jd&q#j`%jd1u_Favw
z$8$Bskktd!O2Xr`KQjE+hTL-^%bHN8@kH|2kOr!ytsS3Y8=l8rmP9-Zn9*C9pwtLoSv-
zOT3Yl$I5%0&%>y}O8pJxlY5tinttK7FvRkx_=;*kU+qRuhuC1FK_MbH-^H0ywDx}f
zmr%i}ad#aQcs_Zkngub>|J{ZVi`I9);~7akMf4j}8A&VzhDVi|yU(o>wpb94U6&po
zZ@2u5T=Iijp2??Gi!%bBMhoN7x->lgsZxTSvFh;_j)VcO$&CyWjO7XHd470ecw+5O
z0L8=8{s;!lnoWUXd7A?BVaii1oQSb~cS|6=$_5D7q8AqC4_lQb1)i0t{4q@V5vl-}
zq+54PC2xCww8{hJh1-O#bi@p1ox-wlJzNgK08LZ7xCAoj~ot)!d^-ZqgmvWo9
zRCIy5k>$b6Qc||9v=C*QWOJ{WcRK;oICv^sWWcg!`K`3s9+oZV`hMk!9838cYmpt1
zox=O6tCqsVq?0-ETp~Rx_fd14*|0Vg9DAXLrIxhzx;bMw@?kmXZfz?aS1kQeK0}au
zt3y?zFLC|rXU?4&w1M+_X&Cu4v@PJBiEtyoVS_???(-5wlx^Hc*0J8}()X-d-hQ`p
zxuX3+ZV-s!8FWFgsF;yaaZjVUSu|eMtf4i094zA2oD%6-<#^JM)DqL2B2w4`xs8h@
zaGAIEg^jSg6(yPv((+7pO*a&M>GkG3ZceV5;Oks02iVH%JIlKIK^Z9|IHd=V_iQpm
zLrvKW8634q$SWjw?VM74cO9n#VjwXBt(bZvxEbOD0onKavDw2Kjxj0rv>(*=s4=P|Eb^?tvfhPoj6@oGBa*NZhbr&SfDoAo3(RV$P-BR}tp3ktn4oKJaKRz7)+qT;8zvZSm
z^seLhzV`3I&T!nqT7ck}@xJve0QZT
z?q#=L0<9DCAH}^G;h=M=+;9nW8g&~!{S9C{i_WqC{DsTsl_LjUPH%
zU@Q!Ab;NEvaZSR>1xm@r%{rKezDa-4V&^KN|A=4*nL*@$3nHiR$V{g!P0Me99O{#@
z9pPkpV>emY3&?7{|FwlhH0(`&e!R|K?YQTh2dH#bEZvZR3{4J
zceZw&a8D?&2%lXh|Kg&x)Y2wb-bC;X@kuKhTV_5iZk_sZN~C`hp9kGNajc}FL4+q!LS@8s-fu$K?dbh{XE*P+rkQ3xa#Ivd
zN~LzwVO)iio+|zZjZ*>w>0V3E>&Vs1N0VkDy~Gigu|PusR^g=P)6^dm1$wowu6ef@
z=Fxopd7|OUcCdk#Vq&9g&|xjr7n<>HuEeal?RvEyr#DZgOQ5~IKuTfz@;AUSG=_)J
zpIqSXz*HYu6ZaUjP`~ZvdapvWQ+~=PKnX&%)>hYVMep9(&ebPJ9_O2lPxs)i4Ly7A
zJeBqo=d$p@Qkcw$F_2d+0)vEN;_qPi1rsK~TI+$y>yzVj*5Fiq@|Ch$NRj$f4=AJ21(#X
zTq>-x0*6zW5NMn2>+-rLIeO8IgnI@vxG3sE_g&=i3fIjObJ!qi!1MSYzu4(+Y$Jr}
z%skHQ7_^?Ej9FlHY5#Jw&d`YuhP^{G_e-_Pepc}IEOxNoyp0E$w~hy_WMbMiG;eQz
z@rpz_j+z^nf+u9}89ms*U4V9(zsYh`kt>CYz){^9f@v)rS2bbuM5Exi_h6Y*BY@7B
zbc}texpThKfk(_b*Tc&J;#d$Vl1T8X4E>Oq1qN=2h;a{4?=gaZYL$>sQpP%R+-j0n
z57seOcI)fzs!b-;#AT)0?VUL8k#-gC>boN{tT=P6^bEP~MJIn%^Fr>H|3TBbvP{#%
zrPkZq2^O6By0+w=pR;=ho%Wz
zv>oCuVWfG?sjB0uMT{ky*Zp586`jHkb&0XFhvv`%QzJ%Ay4`=cv{m0YA9Tl~+~%V+
zqPj|5U#0Z4&s|APG`P@+p`0*o)muzEgP^u>6+N^6VQI8H(n@Ge`A}!eM9IF})3F3w
zBED*koM)919Gx53nU`P6uGApev@YCKTf_TmZ>S5f?1dNPHC_dRsxWmba@8wdx41&iDV~0jD>^1?
zSQe%+ztW@WSm!}?MRmCjKu-OlMOxR1OcJEFqo^Co84+q($L$|BoHxTpE_L{i>PK*A
ztM~|iEG{$2&WVi#Y7?x6k@$=ZWae-TlLfYMb2CG7ItmP_Yv=^@xZK_@+|n!=v3)-;
z<%PG)EjK7&vxTvn(Fl_`AGev-;;joI^;>M;0G;rxs5A9zp?b^BR_Q2uK2ahkJElbK
z%O%}&+8g~1iV7@evXKwV=ANO2L5>>Bk>(BT*Y}Hb@Oc97y6@dGH4yS%sxpSn+@Bsr
zb=cBi1}l;sU}Q$l7oRgHk}VlN&%#Ogp`a&>`J>wR#(^K<$8f3=(kh*qAyF&W@~
z7%lQjIyI)KoByI?_kNb_<1@)$I{`=T1CIPw7}`uJ-i-@0=+io0P3$d0RHt0s2!
zIk{gUm@44Y);v_Qv~5IMfSRvTJckgs5}h2
za^NiX1#I_}H918$X=yG~DJD-|!l><00?|}Ufwr4yHQOA%bMC1@jUn(Rnu7Cl8u7feL;>z
z2ZUvLD1l}4pm0T&N5#)o5fjL!uZGrZIt%A6NS>84q7&}pBc#qxihactArwU*-QLz`
z`Xy8Bzt(8^>~Nh&+JH
z^r&B}EhN@cf;TpYX1CJ}TG3OcvC!8aBl^)A^Gh6B<@%icRf>a|4p*fwCPa*Jq#;%8
zI*oz3IQN`~sO}(xLJbXF;S&NP>!%dK&laa5Y8N-E6m|pRN(#xd$|{ujZnv=Xtc)kG
zK7(6{<0zCCiHgS)8^e?E3mQxNT-`3mrJGjw^top*%r`r91QO=rT6)J>Zj`LF`6j`G
zn@H(Gy^%7f!Jbad3;Ah_^@0a^DF=0viHR{X2!Pz{Kf1WT@OndV=~BqV??JFLxCY|B
zWBV8R7Wnv&Z2zI~f8^WmI4C_0rxlFODs?8U%bM}?q$tWlCZRH)KmsV&+=?Wxh|YeHFXAgUyn
zXtwb3W1Pf|NSgEDG|jw&JI-|wjacX8j2Yh%>K}skI7RsW9MF+Eg!->Buw_cIkv$P)XX_`mm#xX5H&P1hWXc
zpvZzrUn!!Pf#U08jS;AdnKVvOV
zbtzhl++M?mM|)wBHsw_##V~n|mowI%ztqb4n!Dht5IwlaBvqvdIpcs9gck*xWs)K`
zOL2|cf_c-0?nLzW%tP9nZ}ge{xIk`hu_*GoWP0S)f>)3Pm}G`eb1XZ}zauobow*4)
z9S0Hj_aR(vByOJ2{_>*FoL9#H%+Upg$P~jaMh-6*!oX766oCw2l72eo(^%Oq1OW;Y
zDldQ!(NH=^FiEPZJv2sSs@zO+ioh1OFyiiD@S1p;+Sw-2#Q`mFNb{F0tZ*dV7^4mm
z$jHdJ8?EQWJut`^Wcf6LGA@)}e#-UGHYevfMw7z;Q(vEHR-fS#&Vq#wPrVF83%zss
zcs=o>P3_9S>_g!6RWpKR7q-we|Elpyku8;9)Eop^hU|_(hC_rDk>W1=i^$ig~
zWEIOpF+Hz(6{PK$%mHG)*Tu!s((2ANjYI7L`yW<8X_`wZXUh;OS}KT-JDIk5sr}e4
z8X1Ri%9zq>IU!hKF#*%7gUxG*w;k>RO8nGyH&kcZt*YA|Eo!zy%bh--q3sY<6e=QH
z;p-hW&`K2$ak~F+OpnJ{(n8Il#~qL_zF)30)Gkf$>|0-S_$Q$uJiZ{&zFRldxmEB;T1Oq~ij2~x^aDE0p!$B~N
z3=uN=!SZfPky4vxDe+qiNmDk8MIcdKtg7%#N$GYD98%+4?s6z$KGGcC5Pz)JD
zOO`8J1{yJlMkOzrjIk8N3lHM39CipK9xoC-@KPdZ<6>(~2~dr8c)Qo9w{*XgE%zsK
z{Xwr$4~z!YskQ0>S42De#|2}#DQ=N@6Po;s>)!ysgfg?X4juXi2rb%v_6^|re_y1z
zF$OYIuJpu@@5;FnL59DQVzkg(AlS
ztdr
z%>6Ea|K6O-O3MRTo0~=XsF!!vmqDmJRJ-RkJ3A*V=uV`545+Kmt%?quFAuopd`;|2
zY&<^IK`;|{fn>I!Na!y##%JVWZmvBD{6q2ciYrni^XwD?
z5L|dWV)?LbR(xs(PCJn&NePJ5=AG31*13%gBP~D}Ar`ATg
z_KpkYhSD}wtVds%^E;jTa(K$^@uA6zUNYT{@Q$LOB6>g8-r2~<6NIOV49s6_%pws`
zZv16@8}sJU%_0TW^|e9d7KjW@|JZb7Z)09w<4|5+UY{awNd~hdgE)5cdQMlWumDvV
zf|qQOz+5q#cAn-voT2T%qq@!6YPqAZA&3p6%`1*g-?uStO*`G{_qh4~(;3`&1qjM9
zG-Yco=K;d#OcuiwP}V{nUSzuWorCPt_+DYtO)7Q&^*
zgKLW{sS7ZDzFlOBigB90Lq%672dG}qS-EtC%A?}qO@r3=EExwBH@rTLQ;&l_cpZ(V
ztOjOymJrbmS|n$^HQ1!>2-Ox`Za?WRQ$a;$NIj72Jbl&MJ>1MJ-@8T3)!y<4K|FI^
zS}B!yo=8`*33X1SWO$V$7YC~MpUbYvK01Z$_>^)is{}2&a-*G6ji2(wvaibs!3^Iw
z_G&Ix7-hic3A0(ATaCW##?Edr9wX^HVZR!Z>F_jKlYR9kt@>hY_)Nz0uEtuuZ5T-c
z=D8g&^_-fB=$ye*t>TA~Gwpi|iMi-`H&i!jI&v;NGWS`|I!6SrU{~~PXYSyWSYNKM
z{^dQEqO(9ju#j3os;`}lH)+w>ic%P73re~H8
z70)bpXrhRRnfQI|v^?K5`oWVM+qL*gr#9{#8F;*xR*WBZSj}+h#g|uW5h}>6uM$mB
zBA?poi{-=nDd6q=aOA70cfM?UPR@48x1rfDisT47LpHmXcMpiW0c~PCS6jm?^9sD#
zMtW9_SO|8F;UoeWLXQJY7UDz`q8F2E{oiT%KN6_aV$vsEx`NN5x#z?JV;f85hcK|1
zbc+x;RJ!Raq8Lx0T;QFu_Fnl!@T-p)LO2h+vM)PbVQ!-X7S}x??I86LqXAn7uO4&|5b3E6OHehy|p!l6t&O7bcd0x4lS&YG8bEDS3p!s8kBhk+xp
zC4Kkbq)wPjXTqzlJdfNYn5A+~Am)E{=I-4)1MDoHtIEkK?$1Itx0GhbCYs9_b*-fU
z*Ft!^(?goZ=2vj-q87c6Xn4ewfXJI&3Ub>xR^#@I&m((%urxnY@Dx!_eCA=1{sl+$
zkkM=cb}~P*cv4T6KZEU)180ESnL`oDsIED2(8o_Y_cU
zB$UiYmBc@HsGLbjyW_eu7H4f(7dgcIY>_|tPBzvNEaxP2_YS>vs&TT&_EIZhbZE*w
z{dty22+OnNvHXUIIZ1*nFat}8APlKnQ=d(JhJKir%yd|)n2q=fM=q8K+^h~q>Knjo
zwNNuO2TtGC0y%N>`K`JV;lPCw@pc=nXlHnu!_9H%0Md5k3mBM`@(kh&SJE}zkyT8t
z--=!cuU{}tT+J_s8kCE@=GqZTmbCNT2|QQ9Ioif+QN^j!Jm>0t&QNmKz00iIYo9&ddxh9v30LA|^p&pD(^s>vFA7i`ksVC`VLOABBPfCgNtTgx7xY(3N*|
zuQHX|Jb`m@8-rM$dPxK8vT1^~2H2<3&em+=R{STeA_k-Apf$@2SBGm|ATXC!h=K7!
zV3i#UZpwGT5?iA|eIBVh-WzXSM1#Is5%**`&39F!qFA0UcSbYjsX%E1DjSU-PA|En3UGnl5fqtwH8YEOHM$4Oern`{0p=_beA!EV9
zIKc*wdSIJmE;y=(Gc|I}@Xar38Yo7!Fd52o7C-gTZF<=w0;@ES&pgv1@P$7djOwyu*ZnY9)CrZ
zPs5j;8t`K0-~le==Lw6Q)fvFC(Z_#xeLnOAzF<(4ne8l?NjMmqc1zvbG)%SEasPtU47pLB1#Q{%;mNa@=x1(mid>{Z*}g_-X3y
zxe>ML5z+9Umi}gm|MP@H)g_@E)^itDucRyV>W@0_+Z@;(zR#ljZ<$}P@&2>A$AI-8
zIv_V$ng4+wU!?xb!Qu7*(HoNbWu5_E3l~(ZFWQ%Gyj*j6cK=K&<;-MbC@;4a%@)H+
zgkUec&kK3{etSLlk#pMTZ-5q=N`V+H8HiR_3$tm{T*dXNNDuTLK10FDpb*(UP3Pu`
z(aI=zI9cHfRg%3!GQTqF)_@xuXn!`oB`K?N*!8V;i1R3JhWD;#Njf)oraMr&GM^%b
z@!vCdvA#T9Q;=)G?PI_lSRL<3t>KZ$mSdq6`>KXMJa|x4d9rJ0%^dW3sOa9KX-N*+
zSoxj}md33vkil9`GcpyE@e6Q*MIQxHL2u3%?5-3v^LsPu_Ni92z=`%rf2s1s@lu`=
zi%okUh~8|z*qE0=+hTHz7nUpSLw)_KZ@Y4!9ru-h9d!hv0>aKoyND~_T&{f-@k+DO
zt$j*h?gcx}a%-iN=OZnAnBXFxvwFf!((5&Iq
zSuGXi$xu*6vSa&X$QfzzqDx;Q8zRON+6KFWA{jwwU3;H%FJaPM#x#nYNox2S9K>X8
zHuZP{{qB8OQ+%{ne*7yQU56Xp3>i*98$XCJa;NSuRSbK$
z&4et!RbdgBzb8^UMi#Rs@?)F$9?}_YjjVNt8jF#R3QBD1ME+!(Mer0>ojKQzkkQnG
zyP;ro`;~LXp=nmDRfH=Jy(`7eDtIwo5LZ|8>`95+@^XpAEkgRwt%}f&UV<>5
zxFX<&=vpc<5&Npt@Xi#ew0?SMQnFnGO82%tyODe)-FrxH$>?FFlk%1~z9-0a)08Mr
zUr>95RutA|k3Kjn>^zi|0vey>8Hdr5j9iEDD?KERjbKQg|sj0e?sr%tw
z${3P~vN1h)c`F;|YDcX@7WsUf;Z>O9(05uY46xhk*C5xi{>kbE)I)KV#tX2hPDnC$C5#)q17
zsqHS6ydDI?)V^?PrW*>rHU#uD#6+>xy2To7`G`xnNUSgLBbf~paFJS^CNXR
zZ~}M3QM%%@AtR%_O+n7v_u57%Jg`$mXLFfAo}XmxiiSQh#xp?Oo^|gsY`l_N_X5Ln
zr6Y4CFL%31ynFh7iGWOWtQ0_KPRSJ;%FuaXY#hCjU*3`~Hl@i(w;?2(S~tY{2~>>1
z1-rTrS}AjA>Do!6J*6|u*xb29i7Q~U7Yq@gkAO5#DNbMVjMqF1AOTwAwkaj`EN7~W
zz?YYt`?`xQ&ok?kgM2$~EKKm(X;v-E-T)kG{d5f=c(_G@SoB3YQDmJaNS^kp9|svS
zh{nhJU#AgnLDXdt^ugrh6$;E|!@asyk3sI=NdpJB_pNm=g#oAf(sYB^*eE>96>QLQ
zXY7*=;i=irM)z6=$s4&MH;7o1s-(qIj&jxsc(_-+HNmdNqJYEHvdib1(=`Wle#(w_
zun-#Cifm=@mU2_c&;eyO8uu5Lg40xVjd4>*g~`{6s^RXX#7(FaYpHt+$&iyw0&PmH5RNhsqEl}9zZeZK$n!q?oZN7
z)KkH}1xRhrw@@=iThD;Hx*X`#B6XPM&YS5Q_;rAzd>(mHNO9aZpuz67*ip^GAqM1?
zoUHo2_T8!(o^7i>-)dfra!A8{R{dOFPGJ~xys;Jqoaf8EeB|$aZevqdUf9g?nh3NU
z-a=|HcX`7$8cut0wpVzXKab2Ap0LUqL?8Yz3&E#)
zR?1l$2wmQ>jcA7al50tBOvw9@!|E}gQq`^D)A)(|gbeG^l#X;olV=Oa_u5Vl3{uz7vG7c)
z{E~p*!Dkk?JWRYA1Nt%pu}_Oa^aw-vOZnTua5Xhu@nrfYmGy-wxx0`g{SV~%txCo`
zD}1EsVOHBl;_#cm7l;sRSVu=!i-`RG0^OC|QoWng`dhUF$dkWSdx4IxW>s6<(Pptr
zUfYVuq`%J}+r7`~4!?0Am*Dmr2ijR2V6r$+kCfaOw8PFWFe*=^s*$Dhyc+Xo=?Oyx
zoU&9m{I30}&&4TGHFpMt1E}ThKjg+RpHv?U;}5%Gf7F5nH1YxDTs|9TKJ9?M>RYpO
zXM}}uqHI4O=&RS>@ngf+j!U=Td@#?q5HsdZR`1TG%!ri5gII;;31s^~Aj>gAY3aw`
znis;e{EE|K0xouhMjXLI+|zN_6NkS6W(0$Xa2Mw5VkSdb`G&}3!|69*7ovmiqXxVr
zFsdgzJu~&9StX%Fr=fWh=;cBsvF1ahA5;kNdEiQiV41OkP=yIl5QP#Be)Wtr{m|k$p+2OjBp6eJmyoL%Y@}e%DZcbqxmar|!
z$=~s6WOAaKB#lo*WmZs;kP+wJ%mG1Chb0oex?3ctKWPXYpf(A!3M&
zeerO{bXWx3r8Q%*>9S9wt5D1BAg_O?$C?sMoNa%b60B0Xd_?nEQvx<+lr<%|VLOl=
z49ikF6{#^0sF}gD9M9Fi*e7JLoDmLxJ+4nyY4K-SLV8{am9*qqMc{1{B(~dWMcpt_q!N+*=&1W
zIx*A^8j9DybG|z8l!NsEC;#jdmA@yXe!l^n_A_^1X)o_)dTbE6`N-DaF8ZgccEs|b
zzEGQ_seSGV=|g|50RFd&|A$ikSx}d|y3@1=2`#X0eeCiZCEI7cg1f)&)vNzuIt>6E
z%KURrGD+-@oyv#**mDo7h~Rw()eqrfXiZzE;Sl%F7VAL|;yVV_djP6|VK)J%0D#B8
zk>b7#2vxl2iD81P#`}j4W9%+Es4(d3lmP=HH?muP@9ZTmg1|h}awt4W1hK_If@p*3yBkb#ZE)9RfUUI_(?D6f>5#7iIuxjhzqm1wgn6AHx6nY
zLpXw8@xQVCX#FyTe7kg19ktdrI%FJz_WBV*QYrv9G#@6_Y_
z4y_-~Ha9SLdiQgas=56SL4Ui{e~VSZe}XN--)_-&DTi=Tw3?-hcgs}szX6<1Ti@NU
zpCXK%B8OC}+&?_k{xo%TSEA_`D{imKa&{_956RqhK0dbOs7CCCf@Km+fpOzR{+8aO
z&UxAB5K(XPr+kHW;n}s>5tUPN8x%3kqU_X)%X%mp$xsMG#W`KvBpAT(XiW_S@TVR%Wo01z~_a=Esm{WVIlb8qRlW$|Nrp9`&@>Oo%8Q1?}<4j%>
zkJivIR_}Nr7(5m4Yzf30qoz`OvWvO&pP}A+7>=jbioV74F
z*R?7b1hGze$nKcL;a!DWGeIeu*Ls384le<@SOb
zcm}@#J{HIn^EFJiJLB>xKnd3(Z^L*(w{;J_)>RKUxN|*%AKJE6wwrOshrOl_pftZzmdcYv3cTB)p?#WMF|nwL`h6)-qCx0$a;c&&dyj$0>65P^bdBCt3Xw0jb
z*vQO$mv-Pv$=^)$-{#42>bYxV^DZa3Z@oI&z0PEUO8eDi|6#|Glii=LboiaGm`lND
zRwy3Xf&>RZ?ofqQg4lH$s#P`z&YC3WMO8B*=;U#=^P|TNq^;8jAVo0PSvyl7l^kuQ
zI$QtkiQu{(X1oTZB8l4q4V`BQ_M@H793XVQ0V*qBPjF@@eE_k&nE9Z0(y3WA5AO=w
zn5F2v6Eo|(B`aK*lEU4|h(u3n%~$hoNVE9T#@XI(lk{#~%lGP4M8X;nBG&1474!+>
zg8QJ^;4{k|f9p>3T2}cz(Av3JmAok6^{CV#OoS0rmLxc?bqMLor@pDZemvox>pN)c?@a=ec{kSXOg
z>8$=)pvnMo6r5=u$b@1y2d~>cp~+UXxvYRt2oNf;f{XykYia