From 18134d34b54631f423c0e4f5af10f4478a1e2f5c Mon Sep 17 00:00:00 2001
From: akpsgit <39153880+akpsgit@users.noreply.github.com>
Date: Tue, 6 Jun 2023 15:42:05 +0300
Subject: [PATCH] docs: Add a demo gif, quick start and roadmap to README
(#369)
* docs: Add demo gif, quick start and roadmap to README
* docs: Fix CF template link in README
* docs: Add CF S3 link to Getting Started
* docs: restructure readme
* docs: move tour link
* docs: review
---
ARCHITECTURE.md | 57 +++++++++
GOALS.md | 26 ++++
README.md | 253 +++++--------------------------------
TOUR.md | 55 ++++++++
img/vmclarity_demo.gif | Bin 0 -> 11436227 bytes
installation/aws/README.md | 61 +++++++++
6 files changed, 232 insertions(+), 220 deletions(-)
create mode 100644 ARCHITECTURE.md
create mode 100644 GOALS.md
create mode 100644 TOUR.md
create mode 100644 img/vmclarity_demo.gif
create mode 100644 installation/aws/README.md
diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md
new file mode 100644
index 000000000..288f1494f
--- /dev/null
+++ b/ARCHITECTURE.md
@@ -0,0 +1,57 @@
+# High Level Architecture
+
+Today, VMClarity has two halves, the VMClarity infrastructure, and the VMClarity CLI.
+
+The VMClarity infrastructure includes:
+
+- **Backend**: The core component of VMClarity. Within this service there are
+ sub-components (it is in the roadmap to break these into dedicated microservices):
+
+ - **API**: The VMClarity API for managing all objects in the VMClarity
+ system. This is the only component in the system which talks to the DB.
+
+ - **Orchestrator**: Orchestrates and manages the life cycle of VMClarity scan
+ configs, scans and scan results. Within the Orchestrator there is a
+ pluggable "provider" which connects the orchstrator to the environment to be
+ scanned and abstracts target discovery, VM snapshotting as well as creation of
+ the scanner VMs. (**Note** The only supported provider today is AWS, other
+ hyperscalers are on the roadmap)
+
+ - **UI Backend**: A separate backend API which offloads some processing from
+ the browser to the infrastructure to process and filter data closer to the
+ source.
+
+ - **UI Server**: A server serving the UI static files.
+
+- **DB**: Stores the VMClarity objects from the API. Today this is SQLite but
+ the database interface in VMClarity is pluggable and additional DB support
+ can be added. (Postgres is in the roadmap)
+
+- **Scanner services**: These services provide support to the VMClarity
+ CLI to offload work that would need to be done in every scanner, for example
+ downloading the latest vulnerability or malware signatures from the various DB
+ sources. The components included today are:
+ - grype-server: A rest API wrapper around the grype vulnerbility scanner
+ - trivy-server: Trivy vulnerability scanner server
+ - exploitDB server: A test API which wraps the Exploit DB CVE to exploit mapping logic
+ - freshclam-mirror: A mirror of the ClamAV malware signatures
+
+The VMClarity CLI contains all the logic for performing a scan, from mounting
+attached volumes and all the pluggable infrastructure for all the families, to
+exporting the results to VMClarity API.
+
+These components are containerized and can be deployed in a number of different
+ways. For example our cloudformation installer deploys VMClarity on a VM using
+docker in an dedicated AWS Virtual Private Cloud (VPC).
+
+Once the VMClarity server instance has been deployed, and the scan
+configurations have been created, VMClarity will discover VM resources within
+the scan range defined by the scan configuration (e.g., by region, instance
+tag, and security group). Once the target list has been created, snapshots of
+the targets are taken, and a new scanner VM are launched using the snapshots as
+attached volumes. The VMClarity CLI running within the scanner VM will perform
+the configured analysis on the mounted snapshot, and report the results to the
+VMClarity API. These results are then processed by the VMClarity backend into
+findings.
+
+
\ No newline at end of file
diff --git a/GOALS.md b/GOALS.md
new file mode 100644
index 000000000..57d59e460
--- /dev/null
+++ b/GOALS.md
@@ -0,0 +1,26 @@
+# VMClarity Project Goals
+
+- **Increase the adoption of VMClarity**: One of the primary goals of VMClarity
+ is to reduce the number of vulnerable VMs in the world. We hope to do this by
+ getting more people involved in the project. This involves feature development,
+ marketing efforts, improving the user experience, and providing additional
+ documentation and resources to make it easier for users to get started.
+
+- **Improve the accuracy of VMClarity**: Another goal is to enhance the
+ accuracy across all supported types of threat detection by improving the
+ analysis and result merging logic performed by VMClarity to reduce false
+ positives. This involves researching and developing improved algorithms and
+ heuristics used by VMClarity.
+
+- **Expand VMClarity's functionality**: A third goal is to expand the
+ functionality of VMClarity by adding additional tools to each family, adding
+ additional families of threats to detect, and integrating with other security
+ tools to provide a more comprehensive security solution.
+
+- **Foster a community around VMClarity**: VMClarity will only be successful if
+ we foster a community of users and developers around the project. The health
+ of VMClarity depends on organizing events, creating a forum for users to drive
+ requirements and use cases, and contributing to open-source projects related to
+ VMClarity. Building a strong community around VMClarity will help it be more
+ widely adopted and more effective at detecting and managing virtual machine
+ threats.
\ No newline at end of file
diff --git a/README.md b/README.md
index 87806479d..c8404f8a6 100644
--- a/README.md
+++ b/README.md
@@ -7,30 +7,28 @@
VMClarity is an open source tool for agentless detection and management of Virtual Machine
Software Bill Of Materials (SBOM) and security threats such as vulnerabilities, exploits, malware, rootkits, misconfigurations and leaked secrets.
+
+
+
# Table of Contents
- [Why VMClarity?](#why-vmclarity)
+- [Quick Start](#quick-start)
- [Overview](#overview)
-- [VMClarity Project Goals](#vmclarity-project-goals)
-- [High Level Architecture](#high-level-architecture)
-- [Getting Started](#getting-started)
- - [Installing on AWS](#installing-on-aws)
- - [Deploy the VMClarity AWS CloudFormation Stack](#deploy-the-vmclarity-aws-cloudformation-stack)
- - [Accessing the API and UI](#accessing-the-api-and-ui)
- - [Configure Your First Scan](#configure-your-first-scan)
+- [Roadmap](#roadmap)
- [Contributing](#contributing)
- [Code of Conduct](#code-of-conduct)
- [License](#license)
# Why VMClarity?
-Virtual machines (VMs) are the most used service across all hypescalers. AWS,
+Virtual machines (VMs) are the most used service across all hyperscalers. AWS,
Azure, GCP, and others have virtual computing services that are used not only
as standalone VM services but also as the most popular method for hosting
containers (e.g., Docker, Kubernetes).
VMs are vulnerable to multiple threats:
-- Software vulnerabilties
+- Software vulnerabilities
- Leaked Secrets/Passwords
- Malware
- System Misconfiguration
@@ -46,6 +44,29 @@ However, there are challenges with assembling and managing these tools yourself:
The VMClarity project is focused on unifying detection and management of VM security threats in an agentless manner.
+# Quick start
+
+## Install VMClarity
+
+### AWS
+
+1. Start the CloudFormation [wizard](https://console.aws.amazon.com/cloudformation/home#/stacks/create/review?stackName=VMClarity&templateURL=https://s3.eu-west-2.amazonaws.com/vmclarity-v0.4.0/VmClarity.cfn), or upload the [latest](https://github.com/openclarity/vmclarity/releases/latest) CloudFormation template
+2. Specify the SSH key to be used to connect to VMClarity under 'KeyName'
+3. Once deployed, copy VmClarity SSH Address from the "Outputs" tab
+
+For a detailed installation guide, please see [AWS](installation/aws/README.md).
+
+## Access VMClarity UI
+1. Open an SSH tunnel to VMClarity server
+ ```
+ ssh -N -L 8888:localhost:8888 -i "" ubuntu@
+ ```
+
+2. Access VMClarity UI in the browser: http://localhost:8888/
+3. Access the [API](/api/openapi.yaml) via http://localhost:8888/api
+
+For a detailed UI tour, please see [tour](TOUR.md).
+
# Overview
VMClarity uses a pluggable scanning infrastructure to provide:
@@ -81,218 +102,10 @@ These tools include:
- Rootkits
- [Chkrootkit](https://github.com/Magentron/chkrootkit)
-# VMClarity Project Goals
-
-- **Increase the adoption of VMClarity**: One of the primary goals of VMClarity
- is to reduce the number of vulnerable VMs in the world. We hope to do this by
- getting more people involved in the project. This involves feature development,
- marketing efforts, improving the user experience, and providing additional
- documentation and resources to make it easier for users to get started.
-
-- **Improve the accuracy of VMClarity**: Another goal is to enhance the
- accuracy across all supported types of threat detection by improving the
- analysis and result merging logic performed by VMClarity to reduce false
- positives. This involves researching and developing improved algorithms and
- heuristics used by VMClarity.
-
-- **Expand VMClarity's functionality**: A third goal is to expand the
- functionality of VMClarity by adding additional tools to each family, adding
- additional families of threats to detect, and integrating with other security
- tools to provide a more comprehensive security solution.
-
-- **Foster a community around VMClarity**: VMClarity will only be successful if
- we foster a community of users and developers around the project. The health
- of VMClarity depends on organizing events, creating a forum for users to drive
- requirements and use cases, and contributing to open-source projects related to
- VMClarity. Building a strong community around VMClarity will help it be more
- widely adopted and more effective at detecting and managing virtual machine
- threats.
-
-# High Level Architecture
-
-Today, VMClarity has two halves, the VMClarity infrastructure, and the VMClarity CLI.
-
-The VMClarity infrastructure includes:
-
-- **Backend**: The core component of VMClarity. Within this service there are
- sub-components (it is in the roadmap to break these into dedicated microservices):
-
- - **API**: The VMClarity API for managing all objects in the VMClarity
- system. This is the only component in the system which talks to the DB.
-
- - **Orchestrator**: Orchestrates and manages the life cycle of VMClarity scan
- configs, scans and scan results. Within the Orchestrator there is a
- pluggable "provider" which connects the orchstrator to the environment to be
- scanned and abstracts target discovery, VM snapshotting as well as creation of
- the scanner VMs. (**Note** The only supported provider today is AWS, other
- hyperscalers are on the roadmap)
-
- - **UI Backend**: A separate backend API which offloads some processing from
- the browser to the infrastructure to process and filter data closer to the
- source.
-
- - **UI Server**: A server serving the UI static files.
-
-- **DB**: Stores the VMClarity objects from the API. Today this is SQLite but
- the database interface in VMClarity is pluggable and additional DB support
- can be added. (Postgres is in the roadmap)
-
-- **Scanner services**: These services provide support to the VMClarity
- CLI to offload work that would need to be done in every scanner, for example
- downloading the latest vulnerability or malware signatures from the various DB
- sources. The components included today are:
- - grype-server: A rest API wrapper around the grype vulnerbility scanner
- - trivy-server: Trivy vulnerability scanner server
- - exploitDB server: A test API which wraps the Exploit DB CVE to exploit mapping logic
- - freshclam-mirror: A mirror of the ClamAV malware signatures
-
-The VMClarity CLI contains all the logic for performing a scan, from mounting
-attached volumes and all the pluggable infrastructure for all the families, to
-exporting the results to VMClarity API.
-
-These components are containerized and can be deployed in a number of different
-ways. For example our cloudformation installer deploys VMClarity on a VM using
-docker in an dedicated AWS Virtual Private Cloud (VPC).
-
-Once the VMClarity server instance has been deployed, and the scan
-configurations have been created, VMClarity will discover VM resources within
-the scan range defined by the scan configuration (e.g., by region, instance
-tag, and security group). Once the target list has been created, snapshots of
-the targets are taken, and a new scanner VM are launched using the snapshots as
-attached volumes. The VMClarity CLI running within the scanner VM will perform
-the configured analysis on the mounted snapshot, and report the results to the
-VMClarity API. These results are then processed by the VMClarity backend into
-findings.
-
-Figure 1. VMClarity Architecture Overview
-
-
-# Getting Started
-
-## Installing on AWS
-
-An AWS CloudFormation template is provided for quick deployment of the
-VMClarity environment. **Note**: To avoid extra costs (cross-region snapshots),
-you may want to deploy the VMClarity AWS CloudFormation template in the same
-region where the majority of VMs are that you want VMClarity to scan.
-
-Figure 2 illustrates the basic AWS resources that the VMClarity CloudFormation
-template creates. The AWS CloudFormation template creates a single VPC with a
-public and private subnet. An AWS Internet Gateway (IGW) and NAT Gateway (NGW)
-are deployed in the VPC.
-
-The public subnet (VmClarityServerSubnet) hosts the VMClarity Server
-(VmClarityServer) EC2 instance. The VMClarity server is what houses the
-scanning configuration, UI and other control components. The EC2 instance is
-assigned an external IPv4 address (EIP) for SSH and web UI access.
-
-The private subnet (VmClarityScannerSubnet) hosts the VM snapshot instances
-(EC2) that are scanned for security vulnerabilities.
-
-Figure 2. VMClarity Cloud Formation Resources
-
-
-To begin either:
-* Download the latest stable VMClarity.cfn from the choosen VMClarity release
- [here](https://github.com/openclarity/vmclarity/releases)
-
-* Clone or copy the 
- file from main to deploy the latest development code.
-
-### Deploy the VMClarity AWS CloudFormation Stack
-
-Go to the AWS CloudFormation service page: > Create Stack > With New Resources
-(standard)> Check "Template is ready", and Check "Upload a template file" >
-Upload a template file/Choose file.
-
-- Name the stack
-- Select the InstanceType (defaults to t2.large for the VMClarity Server, and the scanner VMs)
-- KeyName - Choose your SSH key for the EC2 instance
-- SSHLocation - Adjust per your policies
-- AdvancedConfiguration - Leave as-is unless you are building from a custom registry
-
-Click "NEXT"
-
-- Tags: Add as you wish
-- Leave defaults unless you need to adjust for your own policies
-
-Click "NEXT"
-Scroll to the bottom of the screen, and check "I acknowledge..."
-
-Click "SUBMIT"
-
-After a few minutes the stack will be deployed, and you can get the VMClarity
-server instance public IPv4 address from the AWS CloudFormation "Outputs" tab.
-
-### Accessing the API and UI
-
-- To access the API, a tunnel to the HTTP ports must be opened using the
-VMClarity server as a bastion.
-
-```
-ssh -N -L 8888:localhost:8888 ubuntu@
-```
-
-- Once SSH tunnel has been configured, the VMClarity API can be accessed on
- . Figure 3 shows the default VMClarity UI dashboard.
- No scans, assets or findings will be shown yet. A scan configuration is
- required to be added to the environment.
-
-Figure 3. VMClarity UI Dashboard
-
-
-
-## Configure Your First Scan
-
-- Click on the "Scans" icon as shown in Figure 4. In the Scans window, you can create a new scan configuration.
-
-Figure 4. VMClarity UI Scan
-
-
-
-- Create a new scan configuration. As shown in Figure 5, click on "New scan configuration".
-
-Figure 5. VMClarity Scan Setup Step 1
-
-
-
-- In the "New scan config" wizard shown in Figure 6, follow the wizard steps to name the scan, and identify the AWS scope (region, VPC, security groups, etc). In the example shown in Figure 6, the AWS us-east-2 region, and a specific VPC were identied as well as a specific EC2 instance with the name "vmclarity-demo-vm".
-
-Figure 6. VMClarity Scan Setup Step 2
-
-
-
-- Next, identify all of the scan types you want enabled. As Figure 7 shows, all of the available scan types have been enabled.
-
-Figure 7. VMClarity Scan Setup Step 3
-
-
-
-- Finally, select the scan time and/or frequency of the scans. Figure 8 shows the scan option of "now", but other options include "specific time" and "recurring" (Based on a cron job).
-
-Figure 8. VMClarity Scan Setup Step 4
-
-
-
-- Once all of the scan setup steps have been entered, click on "Save".
-
-In the Scan Configurations tab, you will see the scan config listed as shown in Figure 9.
-
-Figure 9. VMClarity Scan Configuration List
-
-
-
-Once a scan runs and generates findings, you can browse around the various VMClarity UI features and investigate the security scan reports.
-
-Here are a few of the many scan findings that are available in the VMClarity UI.
-
-Figure 10. VMClarity Scan List
-
-
-
-Figure 11. VMClarity Dashboard
+A high-level architecture overview is available [here](ARCHITECTURE.md)
-
+# Roadmap
+VMClarity project roadmap is available [here](https://github.com/orgs/openclarity/projects/2/views/7).
# Contributing
diff --git a/TOUR.md b/TOUR.md
new file mode 100644
index 000000000..80dad8871
--- /dev/null
+++ b/TOUR.md
@@ -0,0 +1,55 @@
+# VMClarity UI Tour
+Figure 1. VMClarity UI Dashboard
+
+
+## Configure Your First Scan
+
+- Click on the "Scans" icon as shown in Figure 2. In the Scans window, you can create a new scan configuration.
+
+Figure 2. VMClarity UI Scan
+
+
+
+- Create a new scan configuration. As shown in Figure 3, click on "New scan configuration".
+
+Figure 3. VMClarity Scan Setup Step 1
+
+
+
+- In the "New scan config" wizard shown in Figure 4, follow the wizard steps to name the scan, and identify the AWS scope (region, VPC, security groups, etc). In the example shown in Figure 4, the AWS us-east-2 region, and a specific VPC were identied as well as a specific EC2 instance with the name "vmclarity-demo-vm".
+
+Figure 4. VMClarity Scan Setup Step 2
+
+
+
+- Next, identify all of the scan types you want enabled. As Figure 5 shows, all of the available scan types have been enabled.
+
+Figure 5. VMClarity Scan Setup Step 3
+
+
+
+- Finally, select the scan time and/or frequency of the scans. Figure 6 shows the scan option of "now", but other options include "specific time" and "recurring" (Based on a cron job).
+
+Figure 6. VMClarity Scan Setup Step 4
+
+
+
+- Once all of the scan setup steps have been entered, click on "Save".
+
+In the Scan Configurations tab, you will see the scan config listed as shown in Figure 7.
+
+Figure 7. VMClarity Scan Configuration List
+
+
+
+Once a scan runs and generates findings, you can browse around the various VMClarity UI features and investigate the security scan reports.
+
+Here are a few of the many scan findings that are available in the VMClarity UI.
+
+Figure 8. VMClarity Scan List
+
+
+
+Figure 9. VMClarity Dashboard
+
+
diff --git a/img/vmclarity_demo.gif b/img/vmclarity_demo.gif
new file mode 100644
index 0000000000000000000000000000000000000000..c872cc1414d5e30292b43ac816601503204b11eb
GIT binary patch
literal 11436227
zcmV)YK&-z_|NsC0{{Hv(_x=3*`}_MSLvIl#N&5Qw
z`1tts_4X|=H1qTG@$vHc`TF+u_xAVrC`4`Y^7HZV@&5n+_4fDu{{ARKZtw5#Dn)Vp
z{r$?y$|po`^z`*6L~s22{T@1JD@Squ{r~Rn?<6)=VR)SW{Qdv|1oZp=_wv;Q1O)&7
z|GV<%{QUmK@bC5Q(Eb1a`TG3){r~6a>ihit^Y!-7@bt;?@ZaI%^ytm|`uz6z`S%M(`1tnO)9>~8
z`1`x?<|-{Q^7Z=e@%HQM?bh)3$Jq39eUik)#RC^P_V)SB;q|VrulxP|%G>mhkB|KQ
z`|$7b@#V~!?Cj~2la$xk+0xV0%HQ?<`~30r^t!vd
z+VJw2mzeS6$p8HPS6pR^i;Oyjy7~9{ilMfluD`aoxyIG=+S}XI?)S&X$gtt$s;a8@
z`1bSW%H8GfhKGmI==PwXp|rHKYM#DuadV@iqtxv8-rwNAz`&-asMp)yo12@!-R<=A
z@!Z|s&(P7XvbHBFF2eEb$?N3H%*}CvoAUGa>g?>`>hN}UcO^h+dV73>gM^)(p6T!Q
z$V%zNR)!*%tq_n}p!_Cgm_WAv_-PYFZ>mxm8?C9U`?AbYeu7;PZ!Q$K5
z^!X4XMEU*wetv)Y|Nrgf(hM9uK!vy_LTy7uN4&+%7br-;wxY67=N@g!YUPxGL
zU}}0FA|^pxh0Wde%({Vj%brcUw(Z-vbL-yCySMM(z=I1PPQ1AB==BVS2Jof10k3a?~+*pMVA`=%9oa
zYUrVeCaUP7j5g}%qmV`_>7#x8DE9|hu7HjOW$R?}ovdlK??6c5DEA6z@R%`9G
z*k-Hkw%m5>?YH2DD=x6QmaA(AyGkHID8yXC#U-i6y9za-sB5pexz1_tzWnyvFRlIt
zEbzbt7i{ps2q&!Y!VEX;@WT*CEb+t?S8Vac7-y{U#vFI-@y8&CEV9V>>Z$>{zl8G3
z$r3=r2_NrXA_yy$RITiOrsjt
z$i^^2Pj?+C;WMg{j6&of2ac#2J8F>)ZLmrZj!?%oR&b1YaA6PNxZ%!zag8{L!5GGH
z#|~u$jYZ7E7-CR|Iv!~ZRK&_w=)wjg9{G-A(CLNK2!|?~v5FviVGrD}Au{v;jiG(6
zXRW)Hn0~=Qr~QH(CQzF5dgw$`abp@r{2DH)c(UUCVuWr~;xOAt&1zcnn%K;yHn+*m
zZhG^Z-~?y#O!W+8sDce`NM{=?VTv{+gO#hA**@HXig)Zo5SP%yGk$^pE(~Y@8tQ{#2#P;ji!mC8N_JXEMpZk8;ULz
zJiL|4G_X1eicVG~&_g&%(9vJS;%JX+qPb8>jS!^tc}0w!({zfpl^(#LpF$}ZQ-(E`
z@-v)JjjB|qO4X`b^{QCSs#TLGfnU(E6_#j4D>lK7vX+&skD#0&0D%TH?1Kx3LG0Pp=^cmCW
zAgplpOIUG(8qYXYEHR6WWK?h(m=(d*e8&xL{6dL5_36=mNeycM*lt}!J(s6iyRxUH
zi5vDiz?|y(wX@aFt|9>L^Q0CFUW$OOT8*xBr%T=HTKBrx&F&PN7YY-YqO5=bME`;z
zUjIGf3};x?B^dE8LEw`SdkCp5T?mcC8bck@5CJyUAXqa57O}^`#y|gSjEaT=8mlk`
zVP}P_S@Dyyw5%T|!eNSLSR)zKplc{VT8mYR0~*!XLo860j87n=8Tzz_2_`9A5g>yY
zvMpI`fBLx({Gt}CAVw|pK#b5D?X^48z^7yt3u4R_dM`AA1BH7pA?s{uUHu#rZ^b)w
zjkp#DrLyk$`B`KD@E5Dqu9(M6<}#c4%xE_A@$7mHWQ>>p6|6Y#8R8HJKCH^lF{=h6
zNP&n|@Oc&Bz}-<}feMNq0~*)xt3H5H0s`Mx8lmW`KnrY94XA<`&`|As>&mo|o@x)T
zx`vvzkjPmz!xVdn(`1n$Vi7>27U8&tx}9;(#u`W_+#>grXMIC;>K}K@2^p
z_7`+omvApCf}|4T3YlJ4ER>vS$LTC(UotAQAEz#rt?+S<;|7*NX+H@P!%eK7hLCfc
z=61XL-SCdLyyxx2G6E5ZfbXhObx6v=%Nf`RF0L?u(Efr#p!jX{
zq#=n4Y1kLQ(0B$soH5B3o(sazsGkHvpt7c!q866_Rpm3Ffq@S|gH0%XbvTAN*=cwo
z8%ESX2-p;I*v4WSJ*6@9LILa@UUXj25O*zrtuhlV9e_nP^3u5h4QD)i>CX6+2(Ga7
z9;4LhwdnEBtzHXJcb)55hMok&evNDNcpBrTx7_DW_qyBt?&3V&FZ6(nOW0YxkRSyl
z-oFCIQMk;VX;MD`Ay8w7J_mY?=STFQn~D>h7~rd@v5IGK
zqZ;7I1}F4@4NmOA8QCxg^{D}BaZIBczvl%1ptDizP;fu`I(8W{t{{$U@HiXPs7Bmf
z7y@e05~b@B!Mui#_x}6;{{R?(0(by=hbro|Dt(6tf%gqpfI<#vThjmz&u|SzWIrra
zJYAJ&h@}pj2Mih@aRt_S1vYtyRZ#*|2<8xNt5qwjMoU6Q4Q@7GsZb3!6bj)0V@U%I
zFsE}em2i|~0ylSH)zA#JI*oS`j
zhk&?M#uE#i5C;PX35XyFi$@CI5PjJH;8>3%J3{p-bHY^vHgS+t44DRk`cMoP*NG))
zQIv%YlXN&zHftl*d*D}F+7Jvh$Wk{L0wVN6wf9dwXfJUT4y#ZC+%N{emt{$Ggv1AI
zN=S&9Mr=!mGcMyM=CE?l7AtC^LBxO!jw23wAP!n6K}BW)B|r^Jrw7$geVouy)b?EB
zFn>o?3%TYx_w!4{@LGWwkMcN=^jME$bUY%U2X?jxh}dV&a1B+*N8*qTvL-={(>VMj
za?GA
zJjs7GR(vIJQA>%2C2$Skms!wI0(0~XoNxur6^-1taz(}o*q{d-7YoH%3s=Al(14ZV
z*j&%YQRNprvEYqG^f?#*r3c8ghj4kG=$W4CDR1}loz*}Jq`(N@FpzU_1p>yDVK^hF
z01Bs&4cTA^`>74jU{F!yPlPsUi&ifm_?WS94gc^D6{na6)>TAjVsF9;wa^TzKrfV4
znm-2*$WU9dnGDt7G@%fiJLHm-wFkU64XOZadJsT5R|}tD3j4%h!Pk@JLUejy4m(y0
zDg=D#OOgWBE`3zWD3rbcEEBAez;0&uUjwVnIS0H}j*p)1GZfU6pSTzSr%x~6O@UG)XKNT=EW3aEe$kAn@@0GNEq
zJh+mW|DbvLFjy!5^G~9nsKuZ%*Z>UF2vC~$4;G~^zW@#Tqe`aWWh=KXVON7N*bJsR
z4Hznip&*nyWGh7HKw(0N;SdhUa62p|4yAx{s`W&|_&nlJTeg*d62J|}Hw}I{V#sF#
z0NGk{m_H)me5m>=D0M2ux-Jqx4O5y8jmNC6GeMjHTEJyXbkD%
z+OBHURT97n4A^$uP$RW~2!ttW#PAJ)nGJ+xf$P$C>JmkD^$Wmo3pu)NYV&lPgd#RYd)illZSO#TK
zPm5Wom9*}fwOYHiT#H34h-_D24g`4x4VVq&zzCqQ2x?0XqCk)d_W_PqKfE(e4K}pg
zcCogSGM_?vq$gbdlrk!lFCH1Ra}p+SJ1494V>r87_QNYJ#4C$?0Nk*0B9IKVPy!+_
zMZMZOJrg`+;zE!Gc|0U5x^%K4Co4}wdPS2o_ESHE6DCv>FhMm`Xxg>5d%L*XuDpV5
z+HeKg01nz94#2wzr0@l(UZxb~tm_|m#a)J3VAuDRR3?)$!M3Av#l4$dGB_6rX7dkw%#g^%+ohZ`yb
zi#-NKzA;N&wTmykQou|Gj7tW8kW>>`KDln@q2mCcDlUsL^H!I%qt2kxI4UXrRPNY@g#7WG;J)AC2e7j5R#6sM}G91NIe8p9a#a8^nU3|k_9L8Hb#zZW}WlY8|
zTq_KVzy685c5n?%Gi0>#TD3xnQ&wZrC3~H?8JNw#htvspUk{HEXsx)%9VV@rku%+T*^_*
zwWQ3%sw~N@Jj<}0%Cx!v
z4A154&h<>s+$_%}Q_b`I#QYr3PV~?B?9bucz@PlU2QAR~48H)K!Uc`c1f9?itW4?U+gQ7GpPPqBaj2lC><(wH9ZX7(tMc3e~iYkEYno~e8x6y
z$TY3RH$Brk?b37y(_mahlvpc7o0vnCR7AV8ln7>1LncoB)KDGOQa#mFUDZ~7)mWX?
zTD{d=-PKxE4&v&3xCB
zm6?7WJANJ5f<4%TUD$?w*od9jioMv3-Pn%(*pMCBl0Dg!UD=j>*_fT#n!VYa-PxY~
z*`OWTqCMKAUD}p?lBk{9s=eBP4NM!vL9iX$vOU|hUE8*O+qj+Ey1m=H-P^wX+rS;%
z!adx?UEIcf+{m5W%Dvpo-Q3Ro+|V7}(mmbOUES7w-N%gp+P&S}-QC{*-Q7Zv1)QJ^
zr7#6kAO+_w1?uez?A_k%odWP3-|{`*^j+Wfec$+<-}=4Z{N3OF{oeo{-~vA21YY0<
ze&7h6;0nIr4Bp@l{@@TE;SxUK6kg#Le&HC7-`~CA9IoBrZ4N0w1VvB;B#;3a-~cE-
z0iECh9?$>{-~l$U05&k=3t#~@e&aZv<2t_MJl^9z{^LL%|Tp;xEqPHGbm}aOZfQ=X$>9eBS4N{^x)m=z>1zgkI=|e&~q*p6H6c=#1Xzj{fM7
z9_f-k>6BjSmVW7&p6Qyt>73r_p8n~2Ugn~X03V*_o$G0$wtnllp6j~4>%89UzW(dL9_+$C?8IK|#(wO`p6trL?9ATm&i?Gs9_`XT?bKfF
z)_(2Sp6%Mc?Y2JZWnStuaO!NX>JH%Maqi+Q{_3&50Nmd0?*8uZ9`Eu#@AO{p_I~g9
zp6~j;@BFUq-cIJFegsrN1#C_NVL$=qe(veM?(E+04*&2FAMp}D@f2V27Ju;=pYihk
z?;RfAS0DvTKm=5<<{5DC4glvaP6-Xb@C~o=F8}f{AM-N*Kl3zS^EQ9;@y_ua?(rZm
z@*`g2CXezBpz`~v{xPS}7kOd#V1XVxsC64tDp!Mp`^<{tec%S!rzxRCK_x3IXfFJmR
zKlp?n_{<;#%+L$w&_p$Exn4kHYzxkZs`Fn5IcAe6o-&H1C
z0>m%{jsNy*9tJ2r_by)fMZfeA00GK==eKVA1c2ujKl{8t`_8WW5zptkF8sMp{J7rd
z#ZTy%5BxVD0l-fCwGREcPW!$u{kL!Y#t!Ov?)mlqZv6z{{k-l)czF7$PXtz9;^yA!
zaA5fh0R9!<`@9YTJ~012fb7ga>%gz)@?Zb(Ug-Nz{{Z2`2LXZw2|_>!!JrQ<4IK_7
z7(t>$gB2}a#F$ZI!3Y-x`hYM|WJil5MP4*H5oJn}C0VB27?VIknl)|S#FA59&-%!S37Jxzm2Gdwb>Ywk-YxWUn(5RlJYI_CkbFwSp=vW3{+8!fUP$G~lsE9&;2yFTVWxtB4GaEX;uh
z960jG#h!#RN-3wLvPvtj#4<}Qx8$-*FTeb<0WrrUvrIF^1T)PpZO~}3#yo&CPC4gP
zOv+B^gtM{5I^nZVKmY6mN<0T86i`F|4@LA)I1im*fBaZmdiQm=-+lj$7hZeWU8Z1z4@P(yZx&9tVTT_^*c*r^rWh8BFUB}y
zjW_1FV~;sbC1jCB-gsn_PewWARNx8O6CR+|&VgiRrkQ3hYM%LKFLs_;m1J&KMdxIE
z2HK0DiT3&Ep^g4om7|S@T9t19q;|UMs;71uYpkv2x@)h${(6Y63sGeYRmc|mY*oY_
zqL4zwe!CEO&TgA-vfaiz@4VrGXK%j$20U=V2PeF6!w*MXWyKdC`I9LWfH?vM)ZnFZ
z%jc;ab6)7Mob$>(2mSNTEhoKn(@#e|b=6mA-Sk;_c|CU6XP3Qp+HIdDcHLpmy?5V#
z@11wxhbO*x%=cOLlXXCWcMXz#)x6mCr5zIzjG=E>k5*XQgS%L
zFDk?x*8vAS@I(_R=AXX>C|bZjfBpC8zyJID2O$3LH$eN*kAC(Op#BJ0z)bwWfe(Bj
z6n-E<2}00<7yLmcG`K2tU?l%xI`v4QHiPeL`w{khbbgu3|GWr7PY9w
zKJ?*=UK~RgyBNkXl2MFZw89zDn8rS&(T#0%;~T9oM><-;3wFfg9rd^~KK9X%Ug(Aw
z+#tw7x}lJUG~^cCpvWyW(vgi^k&29@BvrdwOlDHG
zoD8KUOF3Iqq7s&AcqMLQxm#G`(zm$mWpITV%peZ;55IgSG?l2#V@5NY)tu%vb1D%9
zY?GYc6vK73E6(hy)4S_@XL!Xc-g}nUy!9+-detk?h(6Sz?S(H!Il9q`&bOl_inEk^SOi+qmU7q7jaDYrALN@-~*sI7AWxE$H7CI+wxKrE!UiWMLvVxym)H
zbDs-c=}M6z*4=KVGi^>fd^err1vRM8J8F9d6rbxwHGAXR&{elLqY$-ktVwF${nlCq
zY3&MH_-oZ|bD8^mHg_qJOAV|HUu#%gWrjYp`79M?O9J6@rW`6^_71G&imW@3{6
zl_>CIB9;e=WvrFI_}GPO+2LXYb7jXo@j33yj%VK4ATdr_H=EYua|U@O?QG{zj?$ER
z=5uXb>B>I)+0ZXX^ez>BL}MN|xrSw;q@j6>onJF6Ng)8HH9d6hdRm>KMtXQjz4TJ2
z+Uf6wFVtI&&{$Kn>Ke6mNP&>`km5Smz6QIm2^{PLU#~6-eugKqQG!}*VHME0MuRC#
zzNJ!IeHqR`xwK7I5u=-{;Xb#DyKQcAv)J%0PH{Tgz4&)~kghkT_q^?mV|=Sn-}~-&
z=5hG%B0F)Ia!BImZT`f>T7-&KRyY>Hm}M+KcCuld_pu;OS2U@qqgR#czpm>wK$+Nf0OQFl#E6qbf&LgrVN-`&?
zf+i!l&}%Zpk}`rgz0_;HD~i1{0y8a>I4+~T+OsS@!o4%oIE)KEMCykB;A5mVB)-==
zKIBurIb1>e(mYz>FHH{8GRK
zTtJWVy044CU0kWLqd){Zy9LXETCfIUzy)GRhFT~DZ~(!%urRxGD#17s6ZEhU3xrp|
z#y}W`5raXpQnA8Yw{V=G8dRWk6Du9$!FKaO4yr483!%spLb@VC7&5}VLPE_`!ohMP
zCv>tVW3nZRG6+ey)N{QtXohAO12zhWg
z23l&*m8_+fd`U*DIhh=|Kd8xN($7ScG@We3lJLpv5`%eA2X`>gd;m%Vb%#0FoJq_F
zRH({zB2ZM=2cirDK~PY2m7
zYQ=@JuUX(I7)U_3e9IlpwO#YCkeW-CBCsa-MYE#|v?~R3n1=3|hAXHCaR>zssIa;_
zg7gU&!`!gFGSpsIARhsUIcSD?)QbXW)dS<@D1(-oY|bvOrkm>|n+
zfk4pA%3KHfNe6#8hjI@EML%@4w{$b(1KY%A7mO&WSl
z*o@61DlCFaGTl6`fSizl#KJM424qYIVsM6TKn70<*pa;lYhgUcU%^Zedcm+H?hhZ2;Z1jgR#ep9<2Q-BO
zdXNVw$OOHWpme~-ctD3e%^=8qfxJBj2a?=Z2-IuLpdYXX&*i~KZAVJYF(m*YOTAPX
z%2a;aR89@J+6+B@+`i-5%~9=5h3kX=aHs~@YX)uT17x@YKnf(v0*5OI24bLwaOj3`
zXa+bs$T5Q6guJ3=um(G_24rwngG7dG_!%qM)n;(sZZJq|*cs>rBrhP}L86AXvjXzn
z0%hgS?zGmBl%$cwGub-1{;fmjOUc_JS6edI;X>EzBP=GmfnRc0n_MoOj8_GiSD$RZ
za3X|#IE8#@o^lwBe7~ld_aECa6fdS12UT_D5C4_u{;U-`NcTj=+
zqXQK{g;RJ3T>yr8kc4~yf}jL~efVKs*oST+%6Z^KIw%HENQ8OFu6@Xde#(b^K!rp|
zgm=(^dAMSQq648E${@I6oej(XRs-6gRm)h!I;2fnxHPG_4ANd~0+tf6A+^g2yo+Cu
z00{GAY>)s6xQl13(!VI%!N}4RRNHSWpmm4`dVt%wWn6#Q(|8yL%6&|4hzD>$2Tp#>
zVUUN%%m#ZX(`AqcPL2m_0ETS%)5nwt9IyvY&IU-6Nhk+*Kw)5Dg*iwBK`4e(D29BP2e&3{
z0wruj0D>4r;~AyV8=WW{6p8X$DAhe#GwVy4U%@P}6zN0KKnM1g
zhh{hj8#`tnJY5h{=4A#U)qMfhb!KReW@&!1*|gnHB}CjUJ#8jc-^`-;6^CkI)odV!
zYFGtuSOqUoqcJdtY{-UH2!|3kg<5EaRX~PX$OihZ1%nP=c@AlbW`}w<2W=>XS~!NE
zaf5KsgJ4L`Rk#LZsD^L=hvM9WYQP2##0FC!XH&q2RoDY$KrL!Dt&_&z;v+eg4yE$+
z-ru46e{`0s^F-g%kz?Onl*l?KA={h7U$ccFJMK{(@t02VOXaL_pzuNCYD;26Y$&
zNk9ckKm|r92SVTlRCokZ;8KLt(Ux!zcWHUXC1|R$JrW0?
z01n&I6r3MNrUx7lt96)U%8Uof9R`13OnHz8f1rnW@CV@jcR%fAdawszXv{M;_+S7A
zQE1HnShfa#cw|Ji1$qDnd5C3iSO2WpEDYJ!E>eE@x3=zQ#f=wcvw`J2OxOi8(t?m*y{SDgL%+ub!hbe
z_`CE}kAin7hhlgKtwx14m;r|?|
zJ97sJ8Z@XBDUuh&wwADPCIEnD^l+O%q4{6MQo?c23-=hDSt_b%SNc9rn$>-R6<8-fS_6E1A{
z@L(s37c*|`SaFrek^eZU@<&eP%YP+~ps{5qw
z)67}8KDw=hgB@;9wrb*5A-huT+MZQWwe3j;ZjZBCpR}#IawSR$i5}hMl2YyWX`}1@#5w`fB^~!;1&hCQ6Pc|D!5>QLpb=L
zgJ}#Qp@b7!m_~&ZVz?oP7#{NBA!&g4VH(RElEjBeG!jh`ExPz3j4(DbBaJowaU+g7
z<_MW&l2vv?WK2{cB#}J^$pn%~DtQZ&w=i*w98)L|8fl`*!V4W)YPqHVmO;FO3NQ1}
zvCk>KgNQqV^73UO$K>;lG>_=Q$Q8guv6HTP+F1$UoJ1@OGs4+;D`HI#7zy13AZwDF(Jg~t0iVy-Z
zrR1>05i}4%1r;P5l+Z%nXavPX7)P`bO_^LAQAk8t!x2&RXcABVJpRZN&pPxtl?^)J
zG!qOx%g6(cP|GlN4pZn5^MXA%3x&f*A<^@VH%x&ek1a5vLr*Z@*zyWJ);JvxS7B-0
zm04YrMHgLhfju_ZdYO$EU}>w37~5?V_88o78yT4sa%@)j-J4DJ8I@IcH&$3t4JTfNr-w6E=%$+&dw>H@Hnpg-ia6q2VagTYXyZ&X<{;z6703`%O(Ev&
z(VI5ZG-HbBi#P+G7tM^W%{P`i;|x3Bfa6Sl=7kgIAJszPS_#&9*%ha`O!2IBm3>w_8lQ4DvS
zA|H}Sgdpb71V%_=7Ha^-C{(2mP`E=7KnNBX!?>(tjj@c(qSmv}I4x;i%Uam-798XF
ztyzq#2P&{5xYnh|b-7Dj@sbz4=4CH@>8nbiI3ywysmMht@)spY*uon2u!v2J0ux|}
zMlzNCy;t(1Na{vSnHS83snivJP9ovIUuV1uTbQ3ml}Q
zl(tX;D>pJVwyYzRcG1KuG=T$6yrnBISO+e%wl%GJ&1+<93)!+swzF|lZQk^Y+ro*M
zxRH}FbKA^iGJ_eZ)00JGv
zkf&4di4YES2Na9pMLZdb5QO?v5ay}_7w!WHpqd2`=E?{ZehO5ClIvx45CkC1gBP>V
z!7LODDiyrLt{4nLIrhPeFNU$TzA_`S%($#ILKX*LyW|DPK(@`@Q!(;NeAp7<%RELc!pI?|?yNU#)9U^-2dY2m-G)`zsv?BGrx60T6x-Y}blW
z+0B-1veqbVY3CMOZ+v5Kv&}94I^yw;#3dJTjVtcslAF2hDu)`L3*FIVx83f3H@xA!
z-R^#OlHzp$c`=!hO=_|Qo^&t3=gZ&vk}@3w=kG%fp5B08jK5!bFoYv6773pPY}nN1
zT$b?y9B6pMdFk*sK`e3+m(zZpDKTZ(*%@~Za5OHKCv8?^WiHDm#v4uCk8{3cA1hhN
zJ5O>&fe!R4GZe{0Ke~UqT;-czIn2{@dVp}M)2VMk%|Eq}H^%4YH;+g}avqVLm6~U$
z?s-QyT1=nwXL3P5$w^5HU>*)l8VDpBON$n3Y`64l$I>APBD6cGV@-&_-zf-#zmpDB
zuvs9q+EAcwJmg>ftX)(8zVepu)wRmOT4r;;S7nSXw2L+EXXUoqxV@IOwXJ$>jSINs
z67K8AE&FmS*WB((cgyt^@7?o0yYu!g!@x_)@s{_z644mL8Lsew3mhV$33nWkb6_)ASO9E?WZ@po!D+DuEL6QUz*dr7{>D)+-!7y
zWTF3D=>GrzM-3U$4Ilw7UD8F5O-T>cO&yx~RMt62*0EVo2~~)E9s0OW*o__8?U_?K
z0iT)NpZVGTu-%g^Nh(Z1+*JwPse#?y-QBgImJmWdkXl~l)t%U2;Njq(Xo+4qUJv#l
z;pYk3djOBh}GqygKR;Y_2Qdt2#5fqoE?=>g`JCN;0ET1
zjeOu_;0THVT91%m+qoUw$=ztIAPl;oHfl+s)Zm>E9yo?05C$PRHl7ilW92QIuq|Qd
zeI64&q3KosA+<#d475?Vq+S+oOCGtNxReVR&Yl=9S0Fjp8Ipz?9;9}07w}0EL6CsN
z;9Kz-U&d(6MAji6-l6k3Tt@yOMOb7isS-#6q99HaA#z_fiA^FZ;#zE2Uwj-S28JYt
z6D2-|{hU}$qLYe&#sK+%4}4<%!Pw-)SWuGUkqOx<9_7$687wX((oq>L)*^x2qAqfe
zPxX|BM1$7-q6NkojMQ0DA)}s^U5;1=GagBjSe5-qBcTP50{B3_3<3*oqg)!$H{zf;
zhGP(pV>uEbI`*ZmEgL%q<~zb86yjF0O`&00VH>3$7GB|E=HqXH+dk&eKe9``kX!AU
zTRD*bKpD8@x)A_Esv#Q&-@_DvLlU39?HlrK5*>P^^kF1L_8UfGB!aDyZHnYbMi|#f
z*fq(;#i?Xna2Q{>;~B~%`WR8D1tP^E)}Pf%?g1#V@Eu!u3T4_Jz&Gq%&p>5Y(tU|N#kTFOBw
z5P)Zr23*difo4fv-enH*pkD4}5c(yAYL7JevWK4xQP
zTMx`awggvY`Vn%`9=w=a4{)Y6LRV;};b=0XX+C7WS&VD$D8L~cgr$;u{lG^KX>Jz(
zDOgY(aHb@NZP*KFTyZ|>4fF+J@WpWoMsk+ia#~_@@=c8PWITn#PlhQ_#@KaYr4VT|hD_jl!Y7Elh*#PfSR$h{`bdebT$W1XG;&ob
zwB=hW+JPP@mSkfL@}PqjRuRrxgidHWO6WRLsIXvY=-rmInW(i*TZq~tZ@p1ueoHx&
zORK&rtj4OW&g!|f>KJCGW~#vxXu)TK=8W=Qje^&Wj@Kojfj1nhH^2fcB#{Pd
zvqr15Dl4^CtF=~ZvQF!@UaL32!?Jp7w<;?0*}zS1kd&a1!jE56?Az7FiZe!_|!tic-W!6NLz&MU#{tHLVm!anSZ
zeS*baEXHQ6#%?Ufa;zuhiaZN1iO)`qRvI&Ii~0@=bt$F42gwyoQ~EyjAn+J-?M3@B-+0UBHh8qC$+
z_N^?)Lf!)I-v;jA4zA(mE#eAp;Vv%YHm>77F62h8$2`FcrNL}uIsig?UF9*damc*Ztc$Q>Z&g7{x0wa
z@9e6s?W#crC;+d1=C1;)LVnjknC3xHfCEgx1T+8~ST7vd03~ei0zg0n3khHzc2(tS7<0e8SnrPD1ZVGfCA+I0TCB5599$52eA;3
zh7uz&5fAYYi-r@gTN&iR6RevR3#eyaF?6AD8GP|IE`Vq9YTbG!4cqVh-Y*4vZyL9;
z8^19e$8j2mZ}_6{_Y%M$L_iGhF(1b;9$P>k2Qm(eaR|S!An)-F&+sAJ@C4s60jP2P
zex?iaBqdX_`=amw6LJ9;a3-U$Cui~k*nlXDG7J~;CHJuh;4li?z#_M@E59-*jCX25Nk1zYKa0v%9Cz~=fL-Qa|0{Pki
zF1K$0yKk?G2JhhlE`(;VKCgI5@AP_rIh%7Wr>~){Grkc2k~Um&v;_=;1*~&HFEm3p^tx5D-PUtE<1rq?vqN7rMmuyn
zgYR2fG(U6nXm~U}(=i=abVY}+Xbb`ba5NAzv1qh(JntSZKm#*)vrT*R?ggv8MK8Wh
zKqq*>Pd~FZXEae4wNW26QfD*-C~;CZwNpPeR7bT`Pc>CnwN+m=Kl7d{AOkMcLNJ`c
z83e;6l)yKyVe^uv8)g7G`}8>rH9%uET*vh`Lo_ANb0y1lmE3iV;x$3vHDCWVUvl81-5hJ(0>m$->1F^QkJijy}Juegi9
zIE=@*j4O1Cd-%G+bg$z0XX?0tTQ!RlHjnrJxRAdzhsSe}L-mgr67Lk9hd)*SAIHzR
z%jLS)bzPgf_TJg+UL-r4gziPM(j`gzUYqQdtS%vmvPagvsH`NL)b|<{Qc)^RKfnLr
zobx!J_j%4VGzqq}#`0k~`zRtov{nD;WMRAu(-*?`=*ID*MzxZ6|9gfEgo?j;~O5SpL
zRPtYEh1#zQxnB&^%Vkmqm2;hy#~)XnGAMB|xILv`cK%nj+^-@-gX&C!`?nt7zhh8)
z@A18hkIOtB*Pgsw{;2rE4~TZMxmuyQc3telIY_|NcQdXJ!Loxe?BKn=$Bl;#o8$~j
z1b^Rup?}xZu;thls2;#coXb}-yx-ocf2XtUVpsbO!;UM&+ZPSnle#*JJ3G()?kL{B
z(s{$M?e6c+zOF{4UrqmA>N#fE`@XC9vti#4!@GBX#{d3(YqhxGKYbQo_pQU-{YplK
zQbykd{xH?9GA~|2;7K`mDc#@9)LqThyjhCVg@>?l*M46XHB)PJCP9$2kw-?O?cJk&
zMq|&q$6gpcpX+}9pV9dH?(xq?FMf2t*#GmK1AuRR3({jk0pm%zo=G+1DcznaQ{(Al
zJ=4dHXFQBwoC0Rg^vs?!p1asH=YI`|@0q{(7asq2HuLYiAh7tz_|+}rSAE7y989%RJXqKlh|=ydgI)@tly=XES-?f`8A9+`s7?#;dx$t8v#}nVPIUGk)u_
z-~0BI$-6TqZv}}6Y)_CL4T5CCm2O_|KS
z`nM3;`{}dE=O4YF_f57rZX7(vj$q%;Vbd>ieTzz_Uj=EP5OdzNZ}+(AH;=w=r%b<}
z+5gH%eEp!!?nd(kW4-IP&TQK;_WR=H(VmS*eUqlW>ks~{YyJB@aAS0!_d}-feAl&i
zANsa`^u0T8LL?H@v)DuqE||1yM;66AiATaRPcPf==uJV5!1x%Flx4<2Y{Tp41X$m
znHziSu%WDbcj1nC9)VvnI=OJwW>hJ3+^F_v(3uxzr~qt70h9Igp3^<|p2doQ*?hHU
z1;($w*q0exjC{J_yk`IU4xK~Lq-5_!t@|ATc2TR+iAL8R#rK;fmoI!c`Mg4=$36Vw
z=d&A&PafQQbcz|vsWdTMbnVLbJd(*jWO4N0H+=~!YQ2Yp)?bF&pFhq7Ii)9BXV#mK
zv*0dG>3su-(j5Ca4;wv{yI0t(K7g+38Xw?!HlkYpasJo%V0(X;(xaXlbu}ml;_kkg
z@f)tXM&c+TE{!Gb7TF;GS3a!);QHrs6A~Y0=R7Q)Dr_KPu_<=fe}B89s$cAL9`FV|E{u@@mY@(GD*^ioA7OIBgjFxdlc~Z`1KJyxTS(
z+Nh0DyrUkrIqm$wmdmid+IHr#7MeUY<3ai6;Ql4#IosXnJUV6J3OIxG3f6eFf40V<
z{&}0JWcE?qe{sASTdjM0XFH@1ALjOCr!=P5ju!Q<2}?$;ZGc_KHr-R(pPlYtS`ehxIK|!rw-n
zS4M8H&RJMr@Oo9liZ@t`9L;$+z$5tVv71NxCx_EstZI+2jvpmgnuL&LQQUh!V|fw-n`XMsEc)pB;s$z)ugbOg5oj5FwLN?IG`5iR
z_4Py3XV!<^etlOjYoNhZsdW3mtbRP?NxVwbGKwmpz>MAj6Y>(#?oINrsN$XVj{DyORq`n^Xh}}
zw7Nv;O$W8h5`tDEM^7KAnK>0R)OQocmOR?+*IT_;=Nr*Tn+cH&D$_HVx;9Baf~u0Y
zPSI5gw$$Z}VX92+0#I)TB)Iu46pyuoFXbqK&|$T6x5qdLbSZNMqE(pw*hwxekbier
zElwW^foXvfx5eANowZNPHW%TPh-jLET}U_^a<1Fvz*|Ctt!0!s#odDn{nQg3c`H1Z
zWvlZ?q5F6JP|o$AsLNk0?k4N8k?6BDGciXX2}=M`mzd_cFgm>ZOkQJ)?4E;ut*dip
z6z^@Kc_uB98+ib@D6|3z1lmo_P>}xuK}kuH5!|-hR$$(b4r99A*`zfHknbBig}^uE
zr(1m8>b0#x9BaJ}c1~x&Lk&W1G#g+_n+R&bMnA9r5b(|;2u)!TG4V7Y&>IwtSO$>{F&X>l
zLUiU&$ipf^urO)jii*S2V~U5Z$1M`A4tJp&?wRV7e}-hy;aDPpHyI#hz_GS~UpCp;`ylBPzb
zwF)&IawwK&mVTM0*RgaBMRldcSMPO$Q)60c=qEiX6<(
z%b;JR!0qhfJ-_nhwCijL*g=z){=J-b#(P#Jzq|6x6rWd;5D^~)aKa~*Xvv4HaG68d
z5S`0}Vd@~x8%Z|DDDx7JJMGVy<@!a@hk7=zzwDQIYaQMG>h))gbT@7}8Oq(b_!hy0
z>i8swDpHWQ!=uh~r(DR;>xBJ|{gT9$n_XURSyPQb*bBNaf~&s8lusF(K~ch1>f<9m!9jE
z0O}qK&_nC}s)3Gi`0%TU@4WyjfKB6Ie~NCtu9KUn7qm(EK5>5IiQ+?Qy79Ch{~Gq`
z0=&rlxvz*ZW8ZDvoST6@I>TG2u(3#OHhosBkYk>wkZ8_Ij~J?r1}Z6`2MY~*!Dy>v|$*4D_k
zqF_^A;o|eqQ@>&JOER>Jtdo;(Qx>uLdsjcIyaYJ1%F!uj%&+1oNK5iE1|r`L3^{U=
zg!*SVhr$0=9XXF1`k^lpj=t5O1kCYqysq0&VQD(@poQjrCl_n?%8}E0i8WmkHXz+H#Xx)HWT5=kP{(P&)eL8OhoMC
z`jIduWP*wGrojzZ&`(OTIs}9Ph*4y}{$vk?5O5|EgNe!;eoTY`1!gC&m74MVdPcn;
zlfU2-M1c6;Wk1kc9avJ?2p}M$S^Rmb2|5gjB$M;(3WTQqw5efD(gC%QGN>Bg4q>3S
zR5n5w18D@5eKPzI4N?GY5Fkv*-c4P(yBG`)lPKsQfjKndYf&ylpmRsE@dOGV_cF?p2+R`k`wcXnEdUP#a4-^ZXc-^w
zgn!5WltIGjF@)h{{3?Ko%$~)W-z$>)p&az%a>b8$mA%1H@Y8|pFA1h*B2t$zo+PY;
z1P6?W6Id4hNap?Y@Rwz|5Dvtesc<;bc>xNB24Zn!UcVho6etlLir%83@N5(fZomW8Oy8}z$1jujq9G6N*HIVTcbaVm0-xPsIXi)GI8jrZlVRk!7d?$iHw$jD^79ObF;fG%D&qt)T#56Ny5?Pn)X8@%Cyb0;Z2+*_LMze
zx{3yY$rsrq!4>gAB-pTbRfItjvY`pbpU3r7Zab7GVIDjfSyJWDjV6;hlXd73Z+J}rg8VSH=nofTC6dS-(HIW!d(sh(^c_8NmA4u24rTJ-IIzNKGve*M
ztRZnd%9Kw+LX0e{yNt)LaC<9)Qda#}bNcI^$as@sM&z{u2WTH%_!nKcg)Y97vuZ$D
z(;Prph7Y9?1hW{BSdv&#`5_w#+~6)-m5C4_>K0BwZR9r;i99uQQ45-=9qq6Q3GhmW
z3lNTLK_PoB@4T77NRzM~kteTQQ;i7`V52yh&>WkDEV3YG`4CLz
zlibZ_yj#Q__FWbWD;Hm+BIfUNi!fy%_qYv62hmH=nI+o2%n0e<1}&HI5OoPGMYN;2qT2;6Ky@KGS|I~qQ~6@arj8y@|F(RqTH*xmYyPh>u2im1;f%B$Q@?fXo~JDo@4
zax*V=naSck@n>Cwb&LW0I~vcIT$m~w70LeXX$$z?ut+YS-8SwuL$f4;hu>|}$
z`>@k8#$D}-G7GDh62|9;79a&!gLq2`Aoa6B9}(PNa{$Qh{O1eK_*;foL_MxPqT?xd
z#%>5KBOFmt7b+|l7^Lt&WC<5)K6iIJj&5IzT$aB>Y4RokenhT-abyg`L(3mhMutHM
ztEogsd!|S&31$Ka!-xpGAegGnaZxrWVdjba1zc7+K3W2GW=vL*3{IOTL{bD@B}5<;
zu?h)cZwbtKdTAD;o!swsTpePjm5@e&*DZ@ZT^8$Jc6FIS#(H#?adI`!Avc#jPf>)j
z+%V3JwJZi0!j7)Rcr_l!;bPGvncSYs7%ZJ9-U*PU@frcx6&f!$37bsbR|U}y6j7yq
zZv`2sBB|mKlc&aBB63Qm%RdX{2qZ9M~C|H{N8)nyF&ceTW@*-2wnw}8_8e;aZxdqn;Log78x(k
z{))E?{CG1rEc(XHy?h|(X2<%O=N&1M2X$c3`L#wqK1r~b$s5VWY{7Xwm&01;c^}U9
z?jA(-HopP1#4P!n*fNed>$Fvc=B7*a(s*!w=%{6G+%j&Qz=3CC|IorEhVlKiRhcU2}B}L$QGMr9WL|`cD1^E|A&nCH;2}|(u?5XZe8p+%hev~Dy3+r%7lJ#
zO^5~$lqZfviV&4~?G;5UVhht=34BqfvDGBRBzSv?xILoa9+MXflHq`KCxCOHqlh5Z
zlY+6N@I|o}WMgA_SHT0zJCbnkQGJ}-Xm=eMXZlYd@oEocO$5OY>%WRpWYsvo^%fKiQL+;^0h=D
z#OEe|0hw1wjknPCD9848ttTEA%XLr$2a)SY<)+t$aF<=b;bM7c_`H*J_`C0)LTvHw
z=OBTTxUFAcDhqDCV3}x0b2veAUWoU+v{8o>bq9sBK+#$fkVQlpX1E>u0p>h>4r7Sy
zvbjRa1!^ROYPt&jX&gqavdBHqlIW4n)^
zU`&y{a;9jxcoB&!TH^A8La~;ASJN%{rUdpAMeJ#Le<@k8TXSVZ@XkJq;POL%WBP{}
zu_BzA;6s3Z60a6g>U*>jKM(-e8@%GXXo+Lp}5EteG
z{2?3av+)fC-hUT=>j9mP&#DFcfgu`HY?*kqC~;o9CLu|fS}xGCED}QJ3t~
zn%xn(egO%;w9MuN0xJPKFCo
z(A*%u9u2WYnBoQT6UTv6jipa)D>XJJk=}zV7ZS3=M;)XrV~ox+CWEDall~%G{8H*~
zkBnj+=S~?T0Mhj1&6tF!g{P>_u8JCiFKd%^%wa<@g#T%V(3n_sHbL+)19ctCKD-3A
zBtzY)T-6lEZ$utD#@YuuTs<5nz<+y`>2h2Zu}ME%LBZ`Z#0xYr3RI{i@$PPmi@$1u
zAG!ZCW&N`Rc8%}?LJ-vC?}{)34JeGt#NN3gF)52qO4YitBzBzbty7=Qe?8)#JP+1A70OM)W0%X7S%<40
z=LmBT&#}$q2ohc_ti`#iLo{AXR>LE$?|LbJEGd|EC(x3>eTa@w1mzZh2l{M`CF?Vc
z%o$!Fr3a9Y-q~&5lg6Gr1A1KOMpl+Qn;nP`LYd7enStAwS9(NsU|DL2+=?S&t@i&G
znHuR6YPASiq=jjsNM8O8G~ll3DS`$n(xpHUh9w`_#0Y~tz-cUjjpRrc<9^*ZD4Rq}
zy(_JcrGgbh+0y&AMMf!_Z--IJCt_VWn=3~Pj)X3Dr)b?9FExPf?Os~GH&JdHCvuHV
zPMj3hhOIGYZRZbxRs|yWHOdh$0V`P{CoVH$Q`l6K57a}^GTqxpXKcuk`~c)K@rl=N
zP2$t#`;!%+
zAZ$O20f1bpL+n_j5mG``2DX}}-a#OwVf)qnF^A{8krEKIfQTn}edP!k+QQKZ#wmT!
zTSC!}J48pqHx9lG>_*3(^gsO5;+aM{_{l6(axC29V%DU%HL(rGoAswY>OWf}pOn)D
z%J7Lrci-rZ(}jK+)`7PJ|Luyv(26xQ=#Ja%)eMO~a}4Er-Q?ALEXxWcMAAjz3IdCcRh04Vu#rB_pc4WcFRaRuE
z9Nr54(I*P1WJr!EWFB;uStj;9{*$U%=*~AkJwEp~jk-W{-i-e(@hCpI}+AxCDLrL;lKYJFYHQMjF%7l^F;9aIUqE
zqkPnKv!KLh5ei_IZmm>l?}2*z618
z$*z*6d^gQ>8}%Qz;z0_ES_UcWgVik+wZPyysHz@|BJ{@^W-#HL$x@>Ey5K>Y&frf5EgZkn
zIPJ*LfYdcUZ^ta7cNz!{D(Ebh)uN%zv{&sQir;*eBRm9PFaS$(AYO^Xh=QoBlR~BH
z#)?NlbhMba9L0oa@byW!at*MTDo0x$X7CM?ggA_mW_Xd!H1!h_DCnA*&{N06HRXHB
zR+Z+ZPINAl-4obOyk&T51S}KhZ?um$)3)5qj^L}P7OK0Qr4^1fsW3;MPcei8onvIwX{o>n91o9c<{_-RqTNr2wd^E1Td%
z$PvE)!1Y9)AsLBwQu3Z+p$2p}XC`P8bo%xp{%(0iRE=0G4dvO;r>4NZ>w+{F3QwIX
zS7o0d3}rYr@X_p|UGMAI*K&lNV1!wD}p+Gu)1J2D@lrtiL
zJ@zy(GW5P~b#&W)Z$5}?3y>|CCO>X=`vi^Nu4CC@xM%-tLZK5U|1%+iTi0k)(_HSA
zVcW&K^^dN7E}qS$+#_-^fa|M@9+2q^%=d!}n2WOx1Vuo;sHZOOSYrRNOW$o6AMg3A
zU8M|#I5qKnYDf}ZWb4_-4D!vKwM#M^E>cgRg)4*?BD7+KMuobfx@ccRa5RxH^0U8#
zoUhmS#)L*Qo&_%MARz^2bsURyf9{&l2NiTnnyHT
zj9UqN^iAQYVzl*Blk(k$KJ+JQ*Hi8J2)4Fy&qmal_tXCcgwvMNPsKF<4!DnLi1j?{
z;BgN*E1acW555YsICDRK?t4UK#C;?GRKuw!h$A4(KIk;Z)fI^DU8|CmXK8m~tHRIj
z0*U}{mf+Pv4$~d@)0vM#YFFPXpWEu>KXfZJN3d@5VdwK7O7AXx_%j_KAlEy3|C|W3
z2=?##`Q&|tPwd(gSJvixM3$&aU(V_Nnddb4)3w$kp!2fV#Tutv{#>LC`#@?99otgOg+Cx!Dyq^lWlm)=6L>EMy
zBe}#YuilqYw=$U)2siBb*j8v0NEwI42Lgt04lVkYL
z`O!CxkvG1){_4OeS@nH?;QstCB4*CxgEs4W{e_1bUGk|~ymK-}%6t+pa>W`0yj6l%
zw-VBSB7*;&m&2E@e2s}pyj+sDdid_s;)MvK>!rIJFZO=1ene!3mTWyZBU-KIwFYd@
zKk<{)y#2>?Uly3Z@#o^Tla2nW4gO?u0IGwAl=tP)6M|FKTF;#S?gmwE3GdQ9*VC@q
z_e}G~ocYza4m{)|J5iv~1VClPDjfh8u^=n*um%I5P5?!f)++OW08#(u7of*EPG{Z(
zOFmqD0pwwW5wLjDX^@j_y?ZYjMv2!=jw@;bq&<%rf;gudYm=#19bznuW!X1-8LoG9
zVU8e{cp)DTO_V!ZIhZK=K2e=yQz@Nv-ZLqx23P5768-&>c4N}Fi)R9cXec3CydKTc
zJvlih8Dfnx)PjESE;#vnxSqTEo*sRg{JYIz@R*d05T7i3
zpTmgF^^ggDw9dtIFzROmhp(YrBShCEC=vz;%<7#p^l4+^}bb)4n-_!QF(3H6-
zy5Tc=C@!_4(7|ZXL9&MYv_0Ywz%gUS*EEIGB7iW)DpI`e-!Ga?fK{CEsctRWY%OXY_IV>;eE(8$&FSK<;o_c+;=YCAdU@!>
z`P4>a$+MJ_-eKQSPVdo;lD;A6_{Po2;Iz%RCC{u*J}NAo7%qMNGj;QAsS&ey*}Cj)
zaM_FCvW@#?AB0P%6>e^E-q}&OV?+r0CJas}1U(A6^LzLXFL@snn7G61h=4vO?0-vn
z@a|%rK$Oy#T)J+I0tKprg&HP`SWS3YIr7^?1aPT?#jANG6?m6mn4pKvQ9ZEO9I#W+
zn1DtKwLsT#P~l2P$#N%?mnuF~kxtsNP!#^|O-=XhB0eH4_Hps_f^QFJ>8e86oB5jc
zh0?Umn;$t#Su&;ZB4uph``zoMSq67@tnc3qsa+1y9_xeD4HB#Lx*7{ptmZ^$pm1!ysnht
z-}a@Bhl!}qf^Icn>rX=$)}%{$4SS>nTFL0c7e#EGKmj%=Ct-!y<|}03A&$s941uJ)
zidn>QI3xdi5$gT~rakKb3nD7D4U^*vnR$OoaGR!0HI3Qz;%io0uyi_M5Ej@`7&I?m
zZ~`m_ki}WhFak7e0>MXxg)tF6Oauxm3v?#xIKuQFG@GJYNJ=f{
z51Iva4FraDbu?7pJSEGfcz*X%G^Fnf8)>xW9djbD*gEBfpE{b$<9WWoGdH(`&fyif
z=89s`xX;kIgMLd~_oy=oP8|-xp|(X|pPztC
z+eY3ZR+qix*WwEL;|%q|LaVWu5-e8<89m&9YK!GJ)Wg9Vfclpz$r3;BxHdsb8
z-VW{iakKB|gTCLW{k|iOIf*qllot9_cA`NlghMRXDZx-FmRFcN?+eWSxVv#70y1uux6oIj;Ip^
z7*jXZXi$rOEEYI}dsAKyVRFn<(I>Ld^HhYZlOmPTW$`7iaHr1YfY!UsiFJbM6FVL_
z_e!!LXd27|gzz)CmbSUCu+U3H^tQUV4Q{_Z$lK64c0Z{
zMcG{6u*kbR(8w%Eos{_MS3wH7cqIFn_p{NSs|h%n17#8Bu%7=XbnMw!
zU$WZ)7Io}GbF1zd`#DnXe0D#48{yY=WscR~@xGs1(j3>1nWMtrVaNY#;5q?lX*4s8
zr?rUqL8`mFbt9hQgpz6C7@~2HHE=m7i`RMMKy{G+gMu>^e!y>D$>NUkRMcs>H1!f5
z;0+F|qYv=fBUsFmIy&4=vDy5gq{P#v(3n~#Pbw7}+%PmrIUs3v@nJ>L{%CpwMh%Ok
zGq~F#V|NxCAk0ZQtf49v+Cart`E-cPr5q0c<_bidor^T4
z&pScIV32FC-F$nV)1QaGHu6yShE!*vJ&2fOd(3}~0i&f{;X-)cY41be!?HcEWR>oN;geICiJ|-ASe%Yxc8v8`Oaf
z?+uQ2N@ifiQEBPkg7?}Q(}<=>38iZT%q3R$O-Og
zGNgL@l???J@n@)yWx(&qb=eV}O6B<$$D^RWD*xQQLtrTWgTgjJxne
zdz{0YipUJ#xRtSS`{73M_(qBE#t{N=PR{?X$v$8wuzsqQczQ3`R0Fd0>Vh==n1#}Z
z<^$(I_=omh)EpnQbNoY3*@yG%A6TkeEMJrEPig}hTb-D`p>UYhM1R1C^BU0cc>-p|
z5w*3A&L&{Q|IyFcLbtZgeJ(Nc4__?%g6_$J_b@ohjiFWzYO$i=`$-`U8qy#fQbNX@
z__MlRVGOGpTnad!HeJTO4r*WENeX-Q
zp1k`vBKeK`?I-rR{a_##&W(lJzu4ck@7s0!yz6}Yo7=f>9+}@xJo@ID$yrAL49Ob4
zW?og6;eL_KGnwDd{6~_z`kdT)QYHJkz`_U6w8Y4f=NpYDlEBgb0X?A3-3IK@)%N0!
z?p^FL%i%BaIzsc;WR^qC1%H3Oab`lIom
zk4Ai-B*SsE-~313;H$`(`EB$=@}mcSpxpAObd7w!9qtMCZx_&T=`5&@`p_pn0p3Ar
zP=EX(qW_Q~vJ8$_Ie%b`ksz2@DQid}>uo9-J%au7BHbuSS4_ni+DROyJHDZ-b86Sq
zWK;RxXdNrehO{#{2bi#L(kiNZRW}OF7tqWL~e4Ah&cpwuFGvC=2X-2$TyEOIwIK%V;
zLdI)){kgm+%qV7RIvA{RLZtx`Gm6vI9<65LdXmg!5Gw7yuGeOkCe$_k&aXK3SkL9X
zwIO=zSaCaLAnfC{nf6E8eb;_0j$E1BrVOTNs|1$psjoiGkU6fyz3}Dq*e#he)k~d`
zffK2u(8T>$Uo>c_ziml61vg!|;6Uccxk|$=HF~J~J
zAvtjrdB-632A#GKD48xc@cKVZ6xQ}bW=Rq(ZwaeDc8!6&Uwgu}qz0op`Fm7)4cdJi
z(e}5zB@|FdprsMEnO!0w>SnZnqMeF@kj;goM$!n^jmjSmk_^86L8YqO)_KEE;M;$0
zf}9-0jtLo1vXC9S8#pAxe|oXeDTC9egMm6Ao;AvVWmIw^DrEZ{qBS~&g=~A=L5}0b
zF&!8`ks>uVO3l-ewyIsbUu@L}jvyrxgbvtH$Xc}}8TcSJ-!kYYSn@4Q2*QySG~B1ELx`y=km|?T
zD&59>4X(LcATp-G=T%dlB>6bEQs=*=U!e^%SJk$RN2Bi_FP(g7EngC7peR>7t;6+c
zzx84c=O=SsZP#<=Jn3fGa|phx)P9uipKV7dRJp;~{+sNK+fH`3_*HVg+ijn)^m6wW
zWbb?*8bYhBt+&zr8#V3XQR+2|mSRj-2`PoiwL
zu}>NY-?{~C=wjd3*F1iFRM!oy73g9fNEIXI}YgBWbC#LPs<_0;fu3
zVOYH!^frT!N*jQ6Z#;J(vSTGV0gz$+Jh+Jm;#_g7RJ~9xU!GmEz8^-EGuj3OI?f-r
zT`bh;`}u-1h7qs0Zjh3B)%$n%*A>0g+CL?!on+-#=lyl
zbzD;TDSoyS0&p@7BIKlZRHLo@sg8h+$UQwvd`2TuOKb!)Id8cXD9PnI?}~q>KA<2V
zk?to1;Wua;aCQPyUAA{qqXA0|3y>?A$jg81G|}yVHPcWeA@ojIpn)bM*CeeVXepE|
z8Oq34Q*eHGYc~hAwHd3HjpNR&tC_|N^W)$;*_Vw^Q_8=%->W;gJV>+@tgWzd698b-
z{iUiGZW}^d5SMzUXVr|A>@GNEA}nGY5ILR3a0}N;h2S&$Jv#4O(tTbTKhcvjXwn^A~SPMz%2oB4VWud~X
zrw3dzv?H|~U4z_Ih@^6hS#gK0Q0n0Pt>wD{ps6aOXg
ze152GeGC2C(eF_;3PhJ$Gh4B~nY^rou#oVd{sfMn1wP&l`y)`1F-bzfy=c4SkOyB93
znba#*M(6X2SGmv%!}QRA)P}_0Yo}igHwGk^yIHjVJDDbbi=JYI{Gd
zWBkg`u&A!ruRnQT{yFMbeZbN42=p%#z8zd`7Si)0T#sXJJgOjyh3>UbZCoq&!5t|V
zcW^Qvt)@Ru4=)C;@7y#JamY5&v-{MB-ghO_c`{>Qf>z}r&V#pPJKWXORhQp5c|-8G
z2(3o~At~C*vHX+lIB|;z#Hm*xs%A)0F{OH1`9)2A!dEi`l*Q``;@
zygO>03N$_6eq_32b5Z8EkD!u~%x8w8st|~p|ClWtGy(=CTfF{w{bKifpU+p`U-|Fv
zzl%%`-|aZLtIJZX#K%%)=zK!i&XM1z)#qL{|ETuu&AzmF{gLqM;lGE@#u>g(iSpi6
zRah@O*+f;>_TGAM%WKeIE5h>R)vtn&a-Yua{*1eeUb|HY6`rLclp7>5HH28z>f})8
zE-|6CjzM7oiRAsj3z#EWFvSig+)8;r7UAs)lbU6wRu!?SFF0)J+5{rr(jI1raa_WLp*sx&9X4=9D(D^
z1cKTCH5@{q#)t=PD`tzx^M{D#Ch>}qaLOb;BNBd>83w=)?jV?D)jf+d8b)c2D9I{L
z=#G7D*C{s6GLz(P(mFiW@lw=`pl@95)D!P-ECXw)i7=k0^;qN@AFAw;T
z^siAQGt?aqXlQI2n46+9W>x`7Jiw@_!VZ2jgjP_k%X)vg*+78-!m&`zf>iqzrR_?@
z*Bc_7
zmcvjUfx>efaOBQ(K+f+WoNEv!NQ6sryqP@QtM2H@?xWsgM}3x#`feRP_2(#=+ma$?
z>9_O*A5>*qGh(CA;x0yBA?hV^6qsGLy58iE3fGL?O<2KFJR=iOxEzSO`%dLLPD6Op(9Y
zJWmrLLdFczVb)dC5vjTajg{^;mkNO=MH6a
z-@?+mYx8j@{=t}y)Z)lPZnLui1lUMcBi5Do3MR
zM!TX^ce;Cel=b8!#~Lb%p&vP+A5$LLOdwiCIsQuO7CCY~ukfEha6flMzjnlYbmaLv
z;p%c=11!+u
zO5<}U#wC0lq_0_gSW+Gz8DC!*e<`UF{AYYRvJ#M~fO*p9xl#%Uv|Z_rZ+R`>rGe)7
zINfmpq?
zHoy23FVa#3DcQs2WNdif%K2oEo4kwVL5C+dGd|%b_+iK4K{xGw$0T87Ql*NofN}g9
z*HoP7l;$-Nt^A@RK5of2H000=-ES{K*Jkx+Y%`lwvzZT5q9*b~C!ju#=Y2fR^IKg&
zE2%lB>efIn*L&1mO_>xm6PU0U);s*(4l9_IiWaH@CLTEbYExC{>Ke%jzak>;V|(az
zPIAJG=W8yHMVT6=TYBrvNXUrnN4EnDmHbDC4TkgcEA6lb`WIKmBW|4FzL4V?mHQf{
z2%J4oe^7K#v9*ZF3s%pA^wIx1ZXzWRCtM}|kFHL*x`M9+%qh~x5
zeqs@OLNaTTTYiD^SC?jcqG@=v;9BghYlbyF55LFLObu<@#Ez7lezg@t3riQd(<73E
z^vaV5G|5nq2-Vz%iq^#2GeC|YxMobO*nGTL%)_d)UJDl%t@*~DD0}pey>821O!<@2
z3vzX{ypV5S$B28iC&=&nzdDE?ZDYb+D@t_Y{Nz;5Tk(hS{=TOBeBvJ3ZXGIPUfn+$|sPxX`6%`9;CkiiX{MM?Wsa
zHHc_Q0OKktC}Nxr7SIfe(-{JF)?qq9(Bm|+W&@zP4S+S7Ncoc^f63T?I84@}=UtsU
z$#>-)rIPS>@!?X*c&Ws^6kV>={41@>mlck9iLUUES(Lo$tWw^opGiM!A%QqmW7RcP
zQ#vj0H&0oajab=fef5Tu`FdD0Dy~UE_P>oaaivcyDuLz4rf0r>t2?(KK)p2i?c=NO
z^&>y{z4P2oG?Cc9dQSb}cY#v9hw|Nz)E~!&kB%l3jj6Dq`_V^0Dxis_*#sr%5aVo;
z=~h7r$RU~z;A1*O186|1{;3o`g2VM5pP7IItcTM(<-cPBb|$A?9p0{4pLP#_>mmRU
z*VVO%imnrguU`(1{V_83k(q*pVVWYUg|pU7QCabkfJtECVxsC&;ujG$@_H?JcY<^Y
z1`?CgLf*our_a6#4F42(?q47kb0*@=JGlIr^Cs^j9NxQ{ypIe#9ew>wOvaf@I`6M^
z-n!I#=6s;|I{uJGpk-7iBB((Z#)Pl45<`irHLm_sk^hApac{^z)xbGX&~U1-epSC~
z^{>5gQgih`{;tx$tM?-MpC`D$1OQx69I63!JSc8p-!S$?l_63#R;L4#PlZ>P`jlXb
z-PhHNo8tT#4PivCU_Gb^5$-%>Q5ga?#m4Iqilt9gGjsG6
zIUVuNC-du34(mrw-DpeqJ>Yi&Nxnl63OP}knGhV5cxF9;ym(UH%|F0z-B{FHFC$3b
zmos%XG~O@;!X7blFq{0Kl<~>G?5x>^!2*&jCsGfR8yF|H4iOPftf=A%cOVuyu8(eKJ%V53^;$9Oq#^d#di(ct3JH^cBL97O$oU
zb+%F`b;RotKG?INzFII<09Gvkv%(%Mom;qP!7P%YwuA$?GR$%PnQ6p_Y1=ng-|dvm
z4~NG+>pfQ_)BXB;-8Q_(uUUp|wV=J3iNWg}2Y}On17;~R@%lt!=z793_Qd_IFrDzA
z35;Y)+3MrAAjQtrOZ1|QjH3PLCrlllIqQ&fqE**?!(R&AmRjU9ocZwHl8f9B7pjMd
z=txYNRy{&)<0y>t_k?Ord~zbfa71|Zs3MsOA$G*s?#1c_nfx(}+gAPHq8FzFz$_*b
z+}DpN6Jb{B@yCLoCVC&V_C28_5;e@9YJR3COv|C8!jpqzYlbS$b@E)lRQX`b^1XgT|BAiQ2XrRTOSFJKDwUb
z&3=g~yrc>zJ4vZ|6IjU5t@_5WFU3L@+^_E|sv%V65mrHPi+Px8VYJT#+&#$LkrgZHPH;xn(a3CTf{6>c;p&}s42muk1P(cjdz5ngH&iUu;
zdama@=lG{G*ook3S7An;*pni&~Hj+1)v%?!UFv(<}RNx%md6
zEI3`@Ae)gWZM};Z`KnWsCV4XP!0_gffgJApi?BLmKxbmzqE6X+u_1MI073tL!qf5z
zv9skqWda#amFZ3H_E^z~4toMoJZ2b2GJ|G`_Q!f)=cGk++?M{5-P
zBGv!u`hG>6kyySQZSq1Z_b9p*9W&Ha)`c_YH$va37jH(%!wyCyNi9mwg0oKmTyc{?=O&
zG%+o~kQfiZ*~E0Cs;~notRi|@GNEF_8Qe-n3RF~;Q6lrjz&D*$)D#xD@jd3oFv%B%
zax7GJvP%6VNttPSvN2qGs`A1ODFpu;Y(lXil4Om=%f7BRXUE=U_LrW`gXpF
znoMN6C!&8(AzJm*#61=rO8|#;?LmL`Y&XGsZOw8j>7J&cx&au%vWPy615~~)mPgOO
zYK}eoZKyY3`KiKEn7kVEJ#nj+IPJrY7d6qiEMKd!Cdx0ZI1Drlvr*w>_K%#nd7sH{0SUGMfi*dhhe^5n5<7ElCnOnx7)g&
zP@*`*vs`kmE!r1Qr0_f_51(~6sOt2C}Yb{17?yq*lb-Sn`Jm
z5wx0Mq3P;lmnKJ}%}%M!E69)?y-Skkl7f4=-nmpHch&|Ai#19RvPMYt5^}ZjNtF2lmvuL{c3|eaTB33>pR?T7!+0lhD
zq7V5Lukt=J*1XE=-Kr<>J)>eJ!zt?sZha~~TLsEwzc!#_81(A4P}$BKhr>CwsVT-Y
zCGC@!qn8R_I=!ffxN^PhW;o=$^&ni0D)ekg&4rl6M1U+Me~dl+5Xob7+#5-CeS_*;
zNfoc`T+LJyj=CSaX-ip$Y}$5x0(eThHp;?3c5U8I+>O3pmG`fUS(R5V(b`aUqT!B^
z(l7=*K+I!N9H1qs9YXZf&V&4^Gtoans`n=sTghzWnh$`&Mtc`r*`LO~@6a(3|02A!T>|&HEyW
z^J1fN-|(RU}M=eXU3kKfl5|3Z$r$>^jyQTzv6qTd@)GWFX-2r
z$kS<~4!O(XEP3K2XF$GR1a@Z#s
zvWp_m1Psjks8;_M%g2n<*0&X#DwuF7Om!skBype(C|O)N_|FolyZ~4nj~Jv9*y*B_
zC`y@H^6}I8Jc;!pZlu(&l*S8k{7>#reDU~QyfAsj5X8IKIl$HCQ4tUpkGM%qQdbO(
zSISC&5GfEAxzJZyCSb0b;{?$SLb^tr2Wv`alFS?-U8@O)$}GMzzcry*K_mmwET+J9
zFlS~jl)~_Y*MsTW>HMIWW^0D4f|o$ge1TSnCx4DYoZL;$lN~%mn)91&ow5b8w`O~_
z&{x0Y+=b#D@{@X?SU)=`Fl$JMpuAJ4DuaJBB6`{U}Wt<9*0e!|63@2b%
zXAl#vis5BnmNxYwyYd@xe2%n)ZEatuY(irt%~x#Nz!whUjlY?!|M9RgQgur*1R!LT
zyur3Ua4>Mcki2+R(DG%2>tQwD4*BkBAcS{cS6YrPLj`Avok`Jx2^jUKS{i_Pi_;)H
z)}f3XOQNjqG_VLqXu1s^#8F#3$Pa`vDE?9k{;+^6_71SCt$R?US~&)%c}pFc8Au}a
zvrD8la$lT&d|(BaaWxm@&YS!MMT&Yi2Np1+E2(oyPb!+35_$AH^39$_tTa!l4_#PB
z(2U2zlDT)}i7p0gO2W-7Op7}knmi6KLvB9thFSwK3Jo0m>P7iy-I5E>N>qur4`C+~
zkd&bS576?zj#xu>0L$7gDrZF@s6oRpa7fVh*2^Zjyy}=M`lC^9HT9EmBT(wpH&C9YJu)&Wd`KscBvpEd^}S+Edj$3k5E+h9E{W&
zl-w#V@BSHrId}Xj({JZ%$R_UvVbj;0?rogE-Y}dmGmNyH>|J2*o2zQAXft^9$8_~F
z;P0x)4DCx94@twy5&t)*|wKS|3{Um%&aFCVbzSgk(_5DmQ-8KGYt=gfQGTNm%r%M~=0jEeX#S#?HR?Ddi?v}^dTBQd
z`Fz=61iJfd@Pnw(cv|)ym!pDmfs4DEW+TNrN3X&PZ|v_*=_9e?w1do0D
zZ%L9Nmk8wpaEZnU01Qimu%K}8E0hFuLIYG*YZ4F9rGm8agM!<$Fc7&~ME11&{MTzC
zzu&K2IO<+L|1I|0?}f-uN8N0`w>lL54c7P
zd&jz!iiv*VAFBccCbB$dF@oVeZb)y)6*}-?sbW;0G?M*t)SNa1A4#$ZqA~O(^&h|O
z$-!4M8;$_Bq}3tT%J`Ze^Kr$Rorf(JapWNGu{7~Aj)@hg*V27
zKahj}b`@{;ia>@aU#SQGby2=otb(f^!rN5>9a&J_M5sR&!?=pE6ghJY7RGqeF`r_p
zp5ju~N`G)Lmv^!0%a)(Z<36EI>XsXm5x;FlLfF~=&?}=wg*t2){&^#B`j3X0r#`Lv
z09K_f-b#heu0E?9&2+_ld|TnZFoal5%9%;>Ku&xtAR`$+<~5S@Tk%X%Zq7}x!eQF=
zmw5Ljm^cIE~$T~Z88?D!p2quBCej<
zu8nFR!hQEPUaC+WF}4^>x<75ukM=Tu4l;j^1DQhmQW(o5Y^QmqNqIRcHrZF^2r_S
zi)Y-xbNG7jZ+M9Lddk(iGsYuy6A@TnZ?k%Y`Jg&)wG!UfH*mu@%-7FTN_bCSq7P(Q
z1vde|J~m)6)wH6n6cq`*Fdf)PgI36VWG|4wpITJ&0;^JCOSJ}AnkCpT`j59!IYY^g
zXZKyag+J6*O47QiF#LkF4H+{sR;GI8lS3!wN(*f5^Ho0yq(+C7hq-v$7*@1+Q@YqM
z=HX^cn_q1AW^CI7IqGKItlzEf2XTvjx3{HZtEF|H`-xNa#qIlvS8(F$10sU{31SWL
zs#_vjTZuYbM4f(?KRB*hD!k!^@rXm<2|D$UfLoluE3v^13a}M>2VKuGd)VMTy%9do
zUPxWNu9zBHT%GmP_x&et!nS{axp}q+p5dg}s#xF>l=0SgC>8Bx&uDnV_S22-Nu~g4
z=9|*#GIri+{%*v6nD=Mt!n(BF2lB-Wr$&udEX51|vG8M8IQ1%I+}_M1WuS4%>#u%{
zz$iEuVVr=y9#l(Dewqqx2MOo`{Ow@={7)qEmTG$AlVbZ!x2u<`bN-QYvfNCw78@dI
z-uHI>>vdk5(R)LFu9Em0&Cz@tx}{XaM1-(puCN&uTDhzeFsdbcQ`758*n^i6Q*z@(
z7OfQaAzQ!W2?PoY{+_$M;}|1BgaMX3#|@oYlC|2``YA(T37|ATorwsPT0eRKmUJJt
zJ-+b}R_)u+xN)5vFNvU|Rd50ZU;%G{9;9X0N)RD|1WEmPf>EmQ_Tl723=2a{FIyGT
z_`de*zmrxGLHc(yUe<~=oz9QhJbhCzc;$sql?CLsksJGi|7xKlw)j||9b7v@z24C1
zcBVz}PIP&ClxfnEdD29m>81Rk(j8NfwLCBM(-V$K8*Z<_Xl_rK*)`M6<=%%iL)&@q
zY&EmSX3I4$Sdm+2$&@ZUln?zM&ZxMHn&JHUrEUsp-x%iI>@zlR{UbYK{%@Ar4BIn5bq^STA0REZnywNDL9BPRI^uuX&2
z>>D^L#3i=|OQc|lZ2sSVo=|^WSAzO09^DK%4pTZdA|97MK7RP^ry`8b0o@n~`7`nD
z&uqxw#czKH9>aoKU|S*3y>F*rN_b}53my{YKu*D4fo5?WxsC@`Nc;Kxe@;~f-D;YRrm
zeOr5{tV$N;x=EepVpc7tCgm#pdHej2kqiotZM7jPs6?co>*4}P85k53OjIui>#AT?
z%3X(q2DM?^4i(}UEjNF+suNkSOcTKK$QvMqz%&q1=p4(#)pV2s^K>CCN24oE*l0eKVpyK80
zSSkks%Sytr8UQR59B)1d9odh5jjh`F@@8j&?feKpdI#)wWQ45jIBay>$x#zwYzKxJsMzIc0e6on_O{MBCAPodW${eDR
z4;+98#ZCGJ1rsqr15z$}th@u71RQHxf+PTzH393W4y4wtNn!@X_u^0e?t^%+dSdj&
zsE~jukH?U}@))qZ1l`9CmOy}czW)>i5+pDcMN3Qzzkwf+ohCAu
z_w$$&&z;1xq|rHR;6S_gLK1pnlmwaiem-8X1c53v2@-LkAA8n#tmlPv2P72|?%FvL
zo(#wmaPn`o#0fY-#C*QBf~DnAK4jmRGHObjH=Un1M%SGV?WO0OueSKVHV1@2Md$46z*
z&={bjoa1%ES*=uTxJQ&d`NtD4sPpTMg$y`0l*Xp41(7CzHAvlR)BYym@e(dzKIH^a
z%7CN^?-kqtPiKuHHbG*kUvdc~Q+pz#0G5fvQ8u;A?tp@pL2}Aqkxp@m$$lXMj-oW+
zD7%t(?pfW5Z-iY}#GNGjclO1^q_C8SmQff|ZgfdmY$TIfWbBQoM2)htqp}dbf)13Rb3)iiJ#!|TThJ%2JS4!cz2c)gP7|(he=9#CQi){
z{6;kh2}plk4c^hyVa~rM5I)(*>ZEFcoE-Wbn@}du;v7s5ivlD1OUxj)qVrLI40xRBkUz{k-)NooWbjp-*e(=NDE{Z_0
z%Gm0PTif$-v?4Qg-%bq%7uQ?G{MJ&6V?P_mb@5MRUu0C<4^O`$R0VFpGn3CHvDO=+
zIW%)n&mKANejrSKIvMx1)TUPK_Nv{B@HM86qqwE2(J4r;{j>S8+uQc9jXTAAXHN~f
zADtU@^iwfDf7Sd}#P{*?`H74&~JmXkMz6CJ=;&~Ji
z>QN{Uy<{dn{v?iLh%5%u##p14%4On#B1~
z@9{iYV@m>GxbI6OBPXVc>g}J0Fe%c!#s4Ef)TzaMymcMHB4(dK8bhTdB*H7v=i}YTt;fqeke}dh!2~4-7F&HYQzxzGgh4p`b$%a|Ti$8DlsH~gJ$Xw=+
zoXXvZ{dM?3{=qknF5=ejJa}5wWTC@iz+hJ6qz?W2t(xlH1Qjwsop~x1$n>1?%yVnS
zK8cAhO85SqSkw1#I|UV#Xx`4yguP2^+e??BrYBPdWhzhkgC&BW&bejYOh2H2X2
zeb(i8wUY73szEyElAM`tU6X3na$(rpXFKhA`BjRIbqI5nuVPcp->1!G=ga3K)Rw{$
zyYa8?zp=M;()B`Mfr~ISh8I6DVP=Ei3sPRb%~vr!dkrS6RZScndLy1>xE^7jZT`1?
zh+Sk({cXk>%Yr8kUIhhn_rgz~7Z}Sm9IK4MQ-Z!YgooSO%19k1rn}1K1)tUNE$huC
z`XjH8Emkx#sl7-#zcX$AL+_H^r{WQd(trx0^O06*&6ia$u-QArs$ac5ktI{Rpff|E
zu0C_W^E$A-%J`PsZ)b}Sx8JV}3ranGJ;L0n(E8l8w>X4L+v~@0k845bTCUE|`8gpU
z&XRRE8_k1H^{$@U+C?E5f@YhwDX%s%+7h`B0v1@wn=?-!F^R#cE$v$&@ACxvO2?9g
zZsPBEsBOQ@+g|+-c%L4RJ|`v$*=c@Wxxv>wa)lyCLDvQ3ny5
z>(A9hS&BNfnY`+LC)6IwX3jp3-9{U=sx>pX{28>gP*&n}vEh
z6E(vy0IN03-8pAOy`i7QSKW#~3xG*wfRH${Cpyk?NNkk?4=C3(QwF>!@c2BWNfMe0r(8`kIP2QJv}mzK$1{hjr^SZ&2>qphOws2v7l|Rs^fTfLk1D
zNM>gbW;BmOC!mrgHV6zxX<()VQj$cm$4!{)LMfv;2%
z^k)5~aQu?m#Z!3D7sn8A1EMH56OgSzFLoxN&Bno(C?2d{D*BpK6_)F1L;*=WHhzbc
zNcRA7c9ZF+TvDRi5QvuqNJ&|$Fa&hObGf7q${K{GXt#ryNVGxzV=AM))=cThV0}$n
zr^RF6Qwh7}Kf)Q4Ca<^_&QyH1U(>OAd*LiMYvsPVV2eLifMXthCsMso^61x;Bwr@6
zR6wSHah#+tW}lg{Bs^{ZOed|oC9$BrVM3Wtn#y_;3Z|5*(nZRU9X&t;52ELM($1NH
z72aV#s#E%zn>>!6r#4v<^1i_IVWWW!s^5+r<2QzW==s`P!f7l-q@+nm<=CUwyx56xpZN(vTy~
zvh6JJe%<$Mq_?f`@6w*C@-J-(f(jne?P!GnyVjZ~2sYFzxHFn5@o|k%nUsLyoj`T!
zDO?>)&^=-Fp$xK;rl)L;UcgP7@aTri%?L-P;YTJAu1rdjDAps*t9+GpR3=4~&Uric
zor5P34pTzw2
zRe9ETwy&`y(p2sb;>^|;%JSJaw5`r7
z--CEsdxT%Uc|o9#4;kyn3VQn69AAq2hDPx$(U0+vD0M}noValznBiE
zzq*S0QQh=>hyP~Jm5rA7JJp|(qoXHjOgD?BqTE!Ke4BT|AD?@zu-rA0^782IDN8xa
z>Zmr`m-`Ub2K-ZtX{3-=)zx+reU;1ptU@}~k|kS7(bN9MgR(j`1<#)Mun37C8}mKp
zO;P=6orOmL(5fClfVVY)iwv%Fv-5F4B^R`OkWYEs%h<>5_T`#o$)oPMsK>pH6hcg>
zf&bsi<9n`Q6HSL9#21ro%kx36n-*GTUp)r@9=oXX_>%9Ea8MK?eQZeXO~jgTDbvIo
zi&RnP4;lB=3A4#lfTthoNo*v;dx`S+>tygRVWV>!cm`Djz$~E5$k(|Cv&VX}^j9=G
zwTWqN56`Y}6!lz|xE?AC>2>P*c>Gh{N7y|w$5Zs|O>KsYC7yQ{*5%x1N={3@9?Vjg
z`kuFmzr4oUQ}!-aJ4U$Hh1=0_7ZwwYU&Y~okp74~?++#3={+#sL`Epa4^rG6SF1?`
z;s42$3pU@e-D9+99~4|XHt_%9oqvUZN4w(>G}~=My9ENH(;xPH7!JF(y>;u`hu>mR
zPs)9`3ue|68vBpOA79|rHu|I-==VY>8yI`0{Wy8)G5mMt@5wJNk&u1etJJ^Yp%?Mr
zbzf}>%MXww0Dm$<4qz?BfE0-c6D*xw%tA+-W|6^+7{BX&Kk5Bd-$R@_)}X$4IG7BM
zvEtmLdoHWc-%YJFn`E4;csoGoPAo@xh)ucQNyFoy7MZm+t9N~;{*XS?z3!>^$K%Ji#-+ttJ0D?jqlZ^!X+-ejSI%KMrU^aUm0!Shko>n_{t3esBvw
zCY|3zD;y)FOX%43-b0
zd{vm?yx8jQC<=ZzD0YeChZ%?DC0mTFs-#Vr&SlKdF*<=p6s#)2B1DQv&a*sLW(`UgQwoKi#@;wLA
zXYg`mVe&6#!6vIb6$CG`GUE;Jd%O&fvutR`Oz)2a_>{Za=QSIDowTqnU`gZEZdFq#5
ztDD-vNf-?uqQ+GnN@xG846B6nD>-3NuuYh7G$8C6f6jFU)OmQW$4+-NPxr-Z-6_uVukFsi
zQ#*g3cn&fv^fnK3pDJ{!BGUEx!lB*8AK}u!)iAdXF5Wp1scB;d=VEI(u-DqeUeDf2
znAuOs3Ed7jXxd}ET>o#kP5QvrsUuN|-JE#=uFSsCGbGQ#8O*ZmRWwFK989wp;#Jhh
z90${2d8*hS)Xk0Hk3g#hIOm7+sU8HGV{FW%#mm7!5)~lffNm-{)RU82k&zfLybcm7
z|IWJu8?o$nWA?Ttf_Rmy%sf~g)gSJbev(ORNy;$LQErF5%eQ#{#$p+5xz-NrWx0B9
zmG>xnElJ91rJku9&lB7VPutTE#H*07s^C;ZL;-F&@Jtm-&sa)P`VHgf+-zmE(!Q0_
zm+C`Z`!c=u-)8EcE#I7Hq;g7O0Ri3ro}2SJH+&I7~Z`j3-oqwoaZF|@3fsl$yQ
zG8^kM8|@eG+#cgUwB7Un2OVWR>fP0XX)@@cLcFx
z=ua`jY+c2hvCR~88id}!a%A+g-ou&qBrv>&L(^U@QKlH=CAiO0VLxv`ymM@S-f+JL
z;28?>$PS*nlyy%v%?0EAH>y|W4{TPf6f+ZSzjEknM3{AY+5K&c7fbs+&C;f9?)rVu
z!uv*I;M)QJ5r=e7pE_?IDjCdc%bA7~6ccU#sc%KTA-^grOlM0@gKVBlvAR?hVprHv
zqU;j!Oi==V3RQMGx{wj|G5k#j4qtgQEJZ1LWYplN3C~Q1?
z5)V77A2rR&fdNH7>o`%i>?w_maGt@uYW@bj0ZcK?Yf0{H{JegxI9908sPEkw{nL@#
zLk?GEI^w?A-eKbL`sHa0|GwjX1rnTGVeiK}
zF?Vu40SO(0gj(WbxYyHsx6}GIc&igG@ewb*q+OdNUW)ff3btk_Iy$kA%5>>WkDZAb
zH;z?FiFHas_MA=qeKVEkLF)dsxcK6KNm_%2t=i6-b{bsi&y4wtw3IU~t=5jx?X1G;
zi!-7JGOB8rF1+L35fupRxA;f{yAUpd0p^Igx4i2sm0R#{hI32zIP;ENf6QO|Rs8MG
zeCXYU7(<`=R}c2!P8FvzlOHLNQ_LS(+bTXq8I(ISu6xr=ITr
zT{2+g%-DbDV$zlW=r}*GI!_ME8YC)Av;&NY#3Cqqy+&!J+jadnGP3#ag_HPV
zM}nSqM#)IUa!GA)jJ6Sw8GYh-4QTjkPfmV|{)uHHd2o4}HkuYU4h}ZnKjnYeKbH5v
z838MK(NY@XJY20*`bgsh*SJtK$X_c0%MET(yyU!j^YT-NvZO8b^8JViO(*wl7RCuy<`RYBBjMN{_VfS4z!gB*JY^^R=gtY2
z6+gZD+$_7TH#JKx<`kDE2zCxtasa=SgPVd>6Uj3fl
zTM2Q-Cr#;E&Ha3JY6}tGJ;C1vTC^p~|MawcrEi8y&xDrlu*KD8y_ebWhFIbyJ!zb!
zRs5{6Op6|p-%Bu>F1R)^^T_GJGU+oM*jV$?{>2Vp^6nqn1`8G|js>P65GWKf&GccK
z9)}S3VwetL;Gn6CRH!SRsIunH%72($W0&$c0C97@d{fp!TuQB}YY!N`W8DKelhi!w
z^!wxDw|~3hTc!1bKF{_~d|CwAzr^48ub&R?W>JXNajZr+RZZr2aBPFxjeue8#w5)@
z*QRm8J3x?DPV`8E97@vv^Sz9$P4P2|dK`HADRX#Gz9stfl?jw)3={nD`h%oa?|$5$
z*PmtIjCVJ!^o+gtNqaCty6~>4vFPH5mgs6`RKqcNSIV4jTHq#g>UhvSVbBaRLN^|-&#imxXuN+;-nqGN*-)3gm}e
zjLk`Jy?3yAcBA4=st>&_dDHUz_}AF+zqjzk^KZ|eCeZwxKLp;O
zVV|Q3Of3JI68Zbu{qMW`e_x!k?ov^!chF<;|Gq5$`zCVw<&^Q~ozwC7(^C;l3xVH+
zLhesQaLT!iQK|-0QQ~IhGW%v{gy9_iOJgeW|F3RB@tU?tm_lXj9=eQ&)sYk&>en5^
zlHlxeh9=%)G%5}v$EXNJ#Z>v*fK2jErQ)Ht@gg7VtTLCExJfBlv(RKXzWpnch*3BuSclVZrdqRUM|l;s
zIm^%Lr@4=V`dgySj}O74H&;fd46>f9
z_ipe=8IRcVkjRnXOqUa<$7ESgrMRnCGw!!G(pGQTy
zuZ<6yB6S%QgxM??SidpnjDq@ZRz|-a-n<{mg`&F0@JlsR#qts7^Rg~$Zq%6Az(3dK
z^#y#cG;yp)BAN!p5ZkA!UWhB;;l*TGaaVb_x-bkEx<0dQoaG=61oHZ%x8D@2HCv2
zrO0Rp1s?a19g6;lV8~ABDBm|c7Nj9TUe6WOke$twviRI~NqO8L&w@_G&$Gg^{|M}b
z$Qvs6n}~WOUZwYge4jCqz8m2b=0??n**E%f`#T!q0h_CJ^?P%Q5jKPG@bb65m*ew$
zL9+sgQfwtG$Xb)vFZ0aNQiSwZP2RX)0V?Da7RLFiTjI{d>U7yTnJG`RjN{cJ(;clV
z;`Yj=x;Y36gcnrg$@1{w+>=Z|s9_$Ip_oz*HkFT?4;_`g$=jCp{9B6B
z?Z-BFQ7jlnv`IbLd1q5h7JvM$?+<7?FFtuOB};6*
z|98pH)fZbQ35qZ?SEiwBD1$qeT`l_y2dya|E`LmAnJtr;mg->Xn}8-%Z@%%mHA
zujYN(V03n3=3dO38oM-5ASt@_b;T!8z@JZ!Oa59~b1E5TC2N=XB1cQPeW1;!rpf15
zZ5V57F??er3$0wdKu$Lqj_2*SW5y<%k>Z8oP)QPf9;{)-`T|YmpSq9LE?oXu?|N_&
z_;}TDE~hXs2F9-O4
zQc^#7Xbo#y7J+8U&*C;;cGs#sG)Tb{$qABU)MNv+hbou`h-q0P70Xu;32B3T-2L!c
zEh2L>W*Fu<4FeHtM0&>(u1CIj|MBDsVqONMo+6MCaGbzBX3-K>^kQj4=csG?ZcD_2
zOCPq4ijZQ%Un=4H4X=OY)=6nEnS1E)8Q2aKL7+OwA}7}N-X
zt}zN0qL6mbHI7HeBe>>3R!@3WP^^E7Z0>%#Z+=13j%VGSq0!4X8w;Abd>^H}mjjse
zrU!{Et!c)(4#BsBDKc}IJk^AG?wk0It5=!4q
zZfHJp;zbZg)O0XlmNyH~K5Am+(d6cZ-@m4atnFk5i!D8YlWF3sCrXrawqFP8T9CX$
zzx#R`3QLbNp>_a^pdlZ{UefdPkI8-v>}k``jKEJVV=m28Kldx5pFke85Y>cM23zYN
zj2mMbDu{IEn-cn5_xF|*Z{}p8I};dMwDjd1WLJF8mc?;))FqvLz9IvxKA(Tp(ednM
za1h-VN@MoRe(-(1WQOc}jxP+NyAM=9Jsbnm^yD|Fpi6P_5JN14rEd?RfYC#B&nHQ4
zkkSm)=@vKyu}jJtq>K@TFOCg#+9l9MZ+&RhF;z*^^6r}0$r^^OYs~nbzu|H>wohAs~rN8m4;2?;u9XDUApCwqS8}TVwK4zwpm)
zfqA}xW40&P=nTelzrPXLp3|O~v8IHz^QT!oU*)-fd|vC{J}LY8y0q1=iL3t(il?4$
zoSpjhD)!$YneEo*qj=^lf?aE7MO6NTYhL)Kf%LZTvmT4T#Q=iJPQt+WR;kH?5-=tg
z8i47frhN$SXAAXj2Bat{U)}-{VC)m+daJ+NS5Hp{NKc?U^ay@?1$Q6fzvEG>e+Ol!
zf3~dtI~mVT-TxB(cQ5VZZ)BrFE6pR6aXuyMbXdQ-u
zd7j96Ohoa