From cd8f5123495866630108d615977d1571e2f024d3 Mon Sep 17 00:00:00 2001 From: tmanik Date: Sat, 31 Aug 2024 18:32:55 -0400 Subject: [PATCH] Added readmes for 06 and 07 --- .DS_Store | Bin 6148 -> 10244 bytes .gitignore | 3 +- 06-cloud-deployment/README.md | 168 +++++++++++- 07-cloud-cleanup/README.md | 111 ++++++++ .../production-workflow-explanation.md | 0 gcp-deployment/gcp-cleanup-guide.md | 43 ---- gcp-deployment/image.png | Bin 186136 -> 0 bytes .../weather-data-pipeline-deployment-guide.md | 243 ------------------ 8 files changed, 280 insertions(+), 288 deletions(-) create mode 100644 07-cloud-cleanup/README.md rename {gcp-deployment => 08-closing-thoughts}/production-workflow-explanation.md (100%) delete mode 100644 gcp-deployment/gcp-cleanup-guide.md delete mode 100644 gcp-deployment/image.png delete mode 100644 gcp-deployment/weather-data-pipeline-deployment-guide.md diff --git a/.DS_Store b/.DS_Store index 85eb0489f5fef40b6da2a34607f644037558f299..fa0e3611e4c43c659d730c44adc77ae29890439b 100644 GIT binary patch literal 10244 zcmeHM&u<$=6n>KiVmD2)Nt4n>L9&R1keURiPE$pIYFt;es!&2)l|*eZYkT7?S??^n zYo}=xDQA8N@dv=26ITRx#Dyz2#Ge31dV=rGuG958aT5>)svT?h&Ca~{cIJC;=Dk@H zktj54^F$dUO5tLvox$yp!u@=8mAAVDBOAVDBOAVJ{2 zfB<4Pm(*ZDlY4?df9&+srCrx6cT8iutc_oj zwy&GE;VJ>MW`O11yQW=}+XdOQYo3xV1s$n$DqYsj@9th&TAaz`mX`KrGP_HcvNM^5 z+~VF|IyEu<>T9dzEvsS6j}*=%!p)C{g6D%fTjVdzy;X8;OWJkFv+k)7zbe}e_S2P3 z`J0YO4@0Z49a?y1JKKlbrH}PRJ!A}ebIPK+(i-@hRF?LXpV?IJwk>@bvF#{yEI>yS z{5+zzzj1v7BZb$*G<=OwL^ZIVUxply-h&<;*5`Tgm=5#Q7i02gA-@Rus`AO^@qARR zmgp#ssimh^rv5>%Oh>$OA)EV~UU|&f#{7^ibtQ&0qi(=fHZ13KTe@Q(c%u9>g6Ay@N>G*!!FvfTKmD}!pk>fD1UYoUj)r>pZX3uxw|_%pIgdd54|$q!&^VW=uwW` zLqA35!OYESD~t)^$M%eV(X@6{NS_`&Gc-J+jgFli9Uq;TIQPQ&i3^jHQ)TUJMXzqv zUEb}lNlUr~t7+V=yJoHA=vC9MuldFUzhpi%%Gy|rb=9c7_qgfyjsu?Y#|=u|TdrZ) zO5gIvhG+O|k@|XB8}X{Hw5%2BnZ7CQ^?M#-)lJ`M+_X0&-q=E%T6Vb0yJNT>XqU{| zy6(EVT{j9l_bt6*Sj%=n`o3&1Cu^%pd&M}RZwgzQ&fjWRUI{81O$QZ1 zXFjN=#@kIH6}N3^8|n0PekE*4(M1IJx9JXTVT1mhzM!w@JNkisreEoi7!Vi4OX8wf z5O0X9;)Zxftct4G6sGtfknd{;O5VaFMR<5PFtSyjFI8p3i7*`WHDs|ECIzXfTQ`2+ zd;NP}CXxPH&wgj~Xx*_zIf|tw5lAZtLbeLBWrUU>P|l&xqgHGoa$t*w*P#P`4y-0F zLxnbI>y#9nd_{xN7$i9iZ-pT>7>R>64zhD9@v>q%7}Mz6Pg60XV*~HUMjexhr;KNy z{Q<(Ri+OUQ$TQ}2A}$wC7Sjmz7Gyk(m{Z2C%}k{p(HRa?9dB^Jee!g27$cGxodMfO z{I-Ayqq~FlO6Lr_Ql2!e(slT75ng;9at*3=N{Bd)8qhF^|2pI3%4nxnnCl$I0JIK~ zkIr-eoK;Bj2>nBo_8#1kE&N|ef^*r+*uWRFJvQ*;B*8HZVk>PJxUk3BKxzZ_bb)a% z&x_&(r%y_Pz_WzFsbDghLD1_*|Ns9iO*xrMfTPMy!Z=VoB#>b`B0fW}rAoiW^9{g7j}J{LVa?U&Rw-8Uqu=WRPVHo8x)rFarS8 C!xNJL diff --git a/.gitignore b/.gitignore index 153c916..8d2ed9e 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,2 @@ -arch/ \ No newline at end of file +arch/ +.DS_Store \ No newline at end of file diff --git a/06-cloud-deployment/README.md b/06-cloud-deployment/README.md index 8bb196b..6084af3 100644 --- a/06-cloud-deployment/README.md +++ b/06-cloud-deployment/README.md @@ -1 +1,167 @@ -# 06-cloud-deployment \ No newline at end of file +# 04-cloud-deployment + +## Overview + +In this lesson, we will deploy our weather data pipeline to Google Cloud Platform (GCP) using Google Kubernetes Engine (GKE). We'll cover the process of setting up a GKE cluster, building and pushing Docker images to Google Container Registry, and deploying our application components using Kubernetes. + +By the end of this section, you will have: +1. Set up a GKE cluster +2. Built and pushed Docker images for our data pipeline and Flask app +3. Deployed PostgreSQL, our data pipeline jobs, and the Flask app to Kubernetes +4. Learned how to monitor and debug your deployment + +This deployment process demonstrates how to take a locally developed data pipeline and deploy it to a cloud environment, showcasing the scalability and flexibility of containerized applications. + +## Prerequisites + +Before starting this lesson, please ensure that you have: + +1. Completed the [05-cloud-deployment](../05-cloud-deployment/README.md) lesson +2. Google Cloud SDK installed +3. kubectl installed +4. Docker installed +5. A Google Cloud Platform account with billing enabled + +## Lesson Content + +### 4.1 Setup and GKE Cluster Creation + +1. List and set your GCP project: + ```bash + gcloud projects list + gcloud config set project + export PROJECT_ID=$(gcloud config get-value project) + echo $PROJECT_ID + ``` + +2. Create a GKE cluster: + ```bash + gcloud container clusters create weather-cluster --num-nodes=2 --zone=us-central1-a --quiet > /dev/null 2>&1 & + ``` + + To check the status of the cluster deployment: + ```bash + gcloud container clusters describe weather-cluster --zone=us-central1-a + ``` + +### 4.2 Create Container Repository on Artifact Registry + +```bash +gcloud artifacts repositories create my-docker-repo --project=$PROJECT_ID --location=us --repository-format=docker +``` + +### 4.3 Build and Push Docker Images + +```bash +# Navigate to the data-pipeline directory +cd data-pipeline + +# Build and push data pipeline images +docker build --target extract -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-extract:latest . +docker build --target load -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-load:latest . +docker build --target transform -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-transform:latest . + +docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-extract:latest +docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-load:latest +docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-transform:latest + +# Navigate to the flask-app directory +cd ../flask-app + +# Build and push Flask app image +docker build -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/flask-app:latest . +docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/flask-app:latest +``` + +### 4.4 Kubernetes Deployment + +1. Get cluster credentials: + ```bash + gcloud container clusters get-credentials weather-cluster --zone=us-central1-a + ``` + +2. Create a Kubernetes secret for database credentials: + ```bash + kubectl create secret generic db-credentials \ + --from-literal=DB_NAME=your_db_name \ + --from-literal=DB_USER=your_db_user \ + --from-literal=DB_PASSWORD=your_db_password \ + --from-literal=DB_HOST=postgres \ + --from-literal=DB_PORT=5432 + ``` + +3. Deploy PostgreSQL: + ```bash + cd ../gcp-deployment/k8s-artifacts + envsubst < postgres-deployment.yaml | kubectl apply -f - + envsubst < postgres-service.yaml | kubectl apply -f - + ``` + +4. Wait for PostgreSQL to be ready: + ```bash + kubectl wait --for=condition=ready pod -l app=postgres --timeout=300s + ``` + +5. Deploy data pipeline job: + ```bash + envsubst < data-pipeline-job.yaml | kubectl apply -f - + kubectl create job --from=cronjob/data-pipeline-sequence data-pipeline-sequence + kubectl wait --for=condition=complete job/data-pipeline-sequence --timeout=600s + ``` + +6. Deploy Flask app: + ```bash + envsubst < flask-app-deployment.yaml | kubectl apply -f - + envsubst < flask-app-service.yaml | kubectl apply -f - + ``` + +### 4.5 Monitoring and Debugging + +Here are some useful commands for monitoring and debugging your deployment: + +1. List all pods: + ```bash + kubectl get pods + ``` + +2. View logs for all containers in a pod: + ```bash + kubectl logs --all-containers=true + ``` + +3. Describe a pod: + ```bash + kubectl describe pod + ``` + +4. Port forward to access services locally: + ```bash + kubectl port-forward service/flask-app 8080:80 + ``` + +5. View cluster events: + ```bash + kubectl get events --sort-by=.metadata.creationTimestamp + ``` + +## Conclusion + +In this lesson, you learned how to deploy your weather data pipeline to Google Cloud Platform using Google Kubernetes Engine. You created a GKE cluster, built and pushed Docker images to Google Container Registry, and deployed your application components using Kubernetes. + +This deployment process demonstrates how to take a locally developed data pipeline and scale it in a cloud environment. The containerized approach ensures consistency across different environments and simplifies the deployment process. + +## Key Points + +- GKE provides a managed Kubernetes environment, simplifying cluster setup and management +- Building and pushing Docker images to Google Container Registry enables easy deployment to GKE +- Kubernetes secrets provide a secure way to manage sensitive information like database credentials +- Kubernetes jobs and cronjobs allow for scheduled and one-time execution of tasks +- Monitoring and debugging tools in Kubernetes help manage and troubleshoot deployments + +## Further Reading + +- [Google Kubernetes Engine documentation](https://cloud.google.com/kubernetes-engine/docs) +- [Kubernetes documentation](https://kubernetes.io/docs/home/) +- [Docker documentation](https://docs.docker.com/) +- [Google Container Registry documentation](https://cloud.google.com/container-registry/docs) +- [Kubernetes best practices](https://kubernetes.io/docs/concepts/configuration/overview/) diff --git a/07-cloud-cleanup/README.md b/07-cloud-cleanup/README.md new file mode 100644 index 0000000..6ae5b4d --- /dev/null +++ b/07-cloud-cleanup/README.md @@ -0,0 +1,111 @@ +# 05-cloud-cleanup + +## Overview + +In this lesson, we will clean up the resources we created in Google Cloud Platform (GCP) during our weather data pipeline deployment. Proper cleanup is essential to avoid unnecessary costs and maintain a tidy cloud environment. We'll cover the process of deleting Kubernetes resources, the GKE cluster, container images, and other associated resources. + +By the end of this section, you will have: +1. Deleted all Kubernetes resources created during the deployment +2. Removed the GKE cluster +3. Cleaned up container images from Google Container Registry +4. Removed any other associated GCP resources + +This cleanup process demonstrates responsible cloud resource management and helps you avoid unexpected charges on your GCP account. + +## Prerequisites + +Before starting this lesson, please ensure that you have: + +1. Completed the [06-cloud-deployment](../06-cloud-deployment/README.md) lesson +2. Google Cloud SDK installed and configured +3. kubectl installed and configured to work with your GKE cluster +4. Access to the Google Cloud Console + +## Lesson Content + +### 5.1 Delete Kubernetes Resources + +First, we'll remove all the Kubernetes resources we created: + +```bash +kubectl delete cronjob data-pipeline-sequence +kubectl delete job,deployment,service --all +kubectl delete secret db-credentials +``` + +These commands will delete the cronjob, all jobs, deployments, services, and the database credentials secret we created. + +### 5.2 Delete GKE Cluster + +Now, let's delete the GKE cluster: + +```bash +gcloud container clusters delete weather-cluster --zone=us-central1-a --quiet > /dev/null 2>&1 & +``` + +To check the status of the cluster deletion: + +```bash +gcloud container clusters describe weather-cluster --zone=us-central1-a +``` + +If the cluster has been successfully deleted, this command should return an error indicating that the cluster doesn't exist. + +### 5.3 Delete Container Images + +Clean up the container images you pushed to Google Container Registry: + +```bash +# List images +gcloud container images list + +# Delete images (repeat for each image) +gcloud container images list-tags us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/IMAGE_NAME --format='get(digest)' | xargs -I {} gcloud container images delete us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/IMAGE_NAME@{} --force-delete-tags --quiet +``` + +Replace `${PROJECT_ID}` with your actual project ID and `IMAGE_NAME` with each image name (data-pipeline-extract, data-pipeline-load, data-pipeline-transform, flask-app). + +### 5.4 Clean Up Other Resources + +Check for and delete any persistent disks that might have been created: + +```bash +# List disks +gcloud compute disks list + +# Delete disks if any exist +gcloud compute disks delete DISK_NAME --zone=ZONE +``` + +Replace `DISK_NAME` and `ZONE` with the appropriate values if any disks are listed. + +### 5.5 Final Verification + +After running all the cleanup commands, it's a good practice to double-check the Google Cloud Console to ensure all resources have been removed. Pay special attention to: + +1. Kubernetes Engine +2. Artifact Registry +3. Compute Engine (for any lingering disks or instances) +4. VPC Network (for any created firewall rules or IP addresses) + +## Conclusion + +In this lesson, you learned how to properly clean up the resources created during the deployment of your weather data pipeline on Google Cloud Platform. This process included deleting Kubernetes resources, removing the GKE cluster, cleaning up container images, and verifying the deletion of all associated resources. + +Proper cleanup is crucial in cloud environments to avoid unnecessary costs and maintain a well-organized cloud infrastructure. The steps you've learned here can be applied to other projects and deployments, ensuring you always leave your cloud environment in a clean state after completing your work. + +## Key Points + +- Always clean up cloud resources when they're no longer needed to avoid unnecessary costs +- Kubernetes resources should be deleted before deleting the cluster +- GKE cluster deletion may take some time; always verify its status +- Container images in Google Container Registry should be cleaned up to save storage costs +- Double-check the Google Cloud Console to ensure all resources are properly removed + +## Further Reading + +- [Google Kubernetes Engine: Deleting a cluster](https://cloud.google.com/kubernetes-engine/docs/how-to/deleting-a-cluster) +- [Cleaning up Container Registry images](https://cloud.google.com/container-registry/docs/managing#deleting_images) +- [Google Cloud resource clean-up best practices](https://cloud.google.com/blog/products/management-tools/google-cloud-resource-clean-up-best-practices) +- [Kubernetes resource management](https://kubernetes.io/docs/concepts/cluster-administration/manage-deployment/) +- [GCP billing and cost management](https://cloud.google.com/billing/docs) diff --git a/gcp-deployment/production-workflow-explanation.md b/08-closing-thoughts/production-workflow-explanation.md similarity index 100% rename from gcp-deployment/production-workflow-explanation.md rename to 08-closing-thoughts/production-workflow-explanation.md diff --git a/gcp-deployment/gcp-cleanup-guide.md b/gcp-deployment/gcp-cleanup-guide.md deleted file mode 100644 index fe1f6cd..0000000 --- a/gcp-deployment/gcp-cleanup-guide.md +++ /dev/null @@ -1,43 +0,0 @@ -# GCP and Kubernetes Resource Cleanup Guide - -## 1. Delete Kubernetes Resources - -```bash -kubectl delete cronjob data-pipeline-sequence -kubectl delete job,deployment,service --all -kubectl delete secret db-credentials -``` - -## 2. Delete GKE Cluster - -Deletion command: -```bash -gcloud container clusters delete weather-cluster --zone=us-central1-a --quiet > /dev/null 2>&1 & -``` - -Status check: - -```bash -gcloud container clusters describe weather-cluster --zone=us-central1-a -``` - -## 3. Delete Container Images - -```bash -# List images -gcloud container images list - -# Delete images (repeat for each image) -gcloud container images list-tags gcr.io/YOUR_PROJECT_ID/IMAGE_NAME --format='get(digest)' | xargs -I {} gcloud container images delete gcr.io/YOUR_PROJECT_ID/IMAGE_NAME@{} --force-delete-tags --quiet -``` - -## 4. Clean Up Other Resources - -```bash -# Delete disks -gcloud compute disks delete DISK_NAME --zone=ZONE - -``` - - -Replace placeholders with actual resource names. Double-check the Google Cloud Console to ensure all resources are removed. diff --git a/gcp-deployment/image.png b/gcp-deployment/image.png deleted file mode 100644 index cde3cda2c14d0527797d698551b0cadac347e5a1..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 186136 zcmbrkbyyrh);Eef1W0fX?(QBuxVvkDGlRRkh2Rb$_~7my9D=(uxCXa7+1+=){qBAC z{pa@6JzZ1XRj0b@oKr`Bkt#|u=qQ9JP*70laV_30d`0Q(zM zem_1EgBwt_ry&|?aY_>lo{=2)LropsZKsZk%KSi(p=T0I>lx!l=6R;z+Y5NieOBH^5>sPUQiejVu%OOgyEUAX3|oj&^lquU8(N8P#^89 zmgO5>m)?w{5#n=);GrUe_+nFs#zXJPp*(Q3sU{Eu==R2c?nVE=*UF;~gZ|X66UDjP z{5fi7*Q08Th9wN%nF#7L192Q5EY#d+LNT5bXI|J>(f+tkIbuiwgd}F?tE==v5$Y6; zVLTrriXLO?$$%WMKht?ChPN!x%pVLaq=tEPjPkS1_b+Z{ie6%Bdj@RL&i2il1V3M&z;)0XjHl;q51jDxu@ey$V|W39&lZl(8Gc+xVSq zzm!4oI6tCc%|F~yw|Gii5Aax{EMlRwi;8lx=;V-9#EvEoyaNXr?xUt(N(el+Uz$n) zwk}^_cL76Q_r3Qzp%aLzoyIXfOiEaLlJqCe>V8TI-+4n9`K!pa*m0GAg%hcP;)|oN z3b%Kiw?lQa66idI?oluibh^o=0^#Pl*x)Uo#bu1m$=Z|d;9xK?gVDMXZ&9plBnv8J zkg96(FrSgJ$ac}=uaj=B#G!Y)FzT+#g=JH3aDPc#1Q%n1gH#e=xwdrcjYH<2yi z-YzBrlTmlZ12vc5&L1dl1^Yr2(t;AvJb#p<>te%3y!M-zkxwHm40Sjw3!xeLn!5H9 zG(SxVb*{Y6!4^P{M_NEO3|UEnm)g!PKtnWC5miZyt|tQo>VHziTYYyIbfiMC&~pC^uZe$n2pwv)F*R1`|acK{th{aQB7xOJ{^vxRlYf zL`O)kTaGrCMd@RJ3fB|Y=a1*3VCB@#LTKA4n=qY(#B^orURIdg30xNv>FI3Z>@4U6 zKjYo1D&FbZbA*DK*KGX@L?|QX;NW1HP5=cn)CnLs{%z|#iyPKY;5#&*dm1Aa-YePq7=lr`LP)d6x`-?2Mor`BWs7v#e$=t&%7v$B*JIDkfUqZ}25ts^YVQz8xq_iTRM@SZ6Oh+9cue~PA`9w# zwM4b_-z-HtpS8c|(EHMqCo%sb-Ie8t7Yc6AYL8u2=#)I8@&9R~QbA|*o$oWQrASeh znhd{Ui;QPsMTK4235d9oNhPP)0MxGikaZ=o7tfHv(8$1)`~fF&gd>@RfmXwzyggs7 zG)2SsD+hOOYmA@}fq29=`xIFw?}{-^QEjAAab z8MX|9SgD=gxKoYON;9nu5qesBc9l$(YL&uzBziB)8OsyP$jdVgj1BQ$+z(9zQUvTE zT)HRlUAfQ!dXkF=;pL@PHmOyqo_C6X z9LvcnMHT%EU%$L`ChAcN%ecs-#H@;5#X)~HvBflJn=vUDZ|e!jPc%))|K-%NMc*ev zNkVB{$W+KJJrwH|`(#8JeABt~&OWZ6Pqdk1xeUHq+l`+N?7c0p-?!mqRf z_HlC~!6gCbY=&%5Y*8FKv7o!%%%b*$+k_7|cB09^hGmN-+Ca~+v$eG)%JA60du?n@ zZLMt8fukN@HKr&Aa0cftde?F$vnJ}*?6vECa(6#Ev(C8!NVT5iD|dc&UKtd=<+$1Q zu)jRI`srQl<#>B`#eTVUukj>w#eKc^;BeN{SHPEmJ`Mn_9@sP$O<7Fi3Tnlp$e^Yn8yOJ#C`IL*_5zEVV}>C zUz3lMAKz=&*Kaz$W#b`xe{|uEg^Sf2F(`{U9A`k{DLTUN_3Lb+jTuk_X!&O*jh(&D zY+~@Y8ST(nlrJ6_uSw|4q20Bes*_usnSwf>X3Mw0f4i(7bXhnwN$SroCn}dP`(5F) zlI(hp5F3R_?=tclJq!H+Jui)(VwT9|Gu4Y6e^Q*HR_0i`4|#GzMp`T54Jz$7^>G4O z^J2}S8-VVr>nfg*@j9Uq>qc}})EmFiOq)k*iUHf|3z$_pX~ zVS<`#ep~NNXcCsAXbT&WbhetJ`zj7+G}+Qt2^;SlG=3qm%(gJp_SEs5@w&cYocAyN zRncs8sI6;ksnYP{=mlXtjFHHfcix_3RipKA#;RvuUq7gkOG95P)t=gcdGQgb-`iN% z#qL+W1nTMlJ}r>+k{Ak_yEV==&&{52EH<>`RwmEho+&N)dd9!y{1kX`dn&jKW$G^ETNn$_}*iGR(F3X z1z-e@%emw8zlYiRv?H|;jeg2<8t&)*@S+lKE7M2aB(Ipd#>(p+cP!*L03I1Gf7PBe zFgI@V5Z?9z$KDe)Is9BbX&q>r0|%y;VOHc8)e2 zFG{?HpT?V!t@)1mK5xsdC$X-f=BnkU2y^;r&Fstq>Upd0uC9?M+l(WOe9jnO)psV# zQs-IUz3x3}d%xYko@sAu2Un$bPJ7qwR9>&l2bKgPp1W-L`Wat|pZ86~$HZHUQu}$` zdM@MrPQ9w)G0yA?^=soz6Xc`Yj^M8~hDOuk5+(^)5QNI3fffq}bB@40JSb~nKBQ}g zb^G^TaTZiG!>Ay>Z4^FjZj38J-8uvhv6fV&z=(ao3E*=Nh$9g+2%q>`3n;3`+~PL@ z^e@z}a$Pt^J&!#|tco^?l^vn^IlRHMHu-4r#*vppT#6`59XTsSMJNVH83_swnh**e zQi6tDBG5$tE=xnxLBal`9tH|3{0kJ^zur-T-2Wa4kn3-of8Jrgg+U=g{$WEdk35+F zc^f_=5B7h`u&ENra*?iBzd%dTNMorgp&>U?n9u?ru9q^*fQzA(@KDXH(Q7O--er@i2S2c%x8qY_*YS? z5n-p!+p~HcnJ9}f3IE5gw^#3bpR{jq*s`1L*AvMGEiNl@PTT#+4<~h#cFqPA|Mvi8 zg<*+fjp!W#N23|e#_Ag@1+`_^DneYO_v_mWal!+$~Bqb{pUff|K23g{+FiI&!YhRb&OE$-K}@Jq2m_SlF;EIStG( z6(%0NOXMnGat(CMe>I1dE^G~A%)$Ei%tlglJGz)Pb7%`fuUos3M(P!cWzp4+@fspq zB#Vu?o3*a1E`eL=Fo$&JtJ(Y8*FNTpArZDHAb zxf4xjJ1;%{#}xf@b;Zn(E;6(5L1S}D0e9)yG6nN=n6yz$*NWOOy40B0*=ZnmjoTI$ zlzwN1V>16|)i8823fqOjv-yuo#r<}*(0^GsFTpeNUn9m$fFde|4s^a#f%C`>?ZxH8 zg5U1`l}4WVK2I!b+!4yi&jw~miG01oJH9*LzuxJai(L+@u?W3Rb>1T*IXub-Oa)9# z<_f(IJ?S`NX3>{F>h*>#!kJh$tIdh^jtlc{bLZ{XAg-^g{kV7*p)k&vdaJ4blJyff z>`VJb$mr(jRxQ!*PTVxstsk*B9!@Z{+iJY;a;{D$vLE48&FC>@pnvcf1IFh#tZ$hX z;w(os6VAKd)^R2y{?Ld8@^y@+YNzu39VIE3O@vrK`umHmQqA%d4UmTF>&v;nx7B42 zBAM*dEy-?lU%2qyR@jM5o^IXG-!*-(ji~-lr|v)eg2Nh{$r(RH1W#>u{%dATXcHnF z>t2v_>!i0>Y@4l{3a>TF%^d9S0!zk+ zm%ELI6@v5^B&q_e&w+eTYclO-|KR1odo0=hCVoF_JP}$H_pK%NB7d0n$v+izn8z(t z94Ro)9}j;Tt$&D6uNw0h92O6NaYoxq;B_=2U^h$q(6NVW&jJ98FsT1jnsG3p zkhX!aSan%=XfWsV^Y!FN<>=Fd4d`FGLoDU}UuvVQpR=L5hKE&94*fA8)GQSObtb73 zYd%E0m*c&;nqUY_JMW)u)Aks2gM8ts5KL8%wsTvf{SVJ;tE(#im(i5hc+uAcw^OnN z->00W0RXi(wyY#2S32DGiEdf@*MEMQ1`T9}0SwohEfDJcN|2$Spat(kCW@}+&$?(i z-1eWJBjuwQ5cM`x`rR9NPJ>Q3>%Qmq=RmbozbcSe&~2?2`5M3F8C_m@-u zLlH%=21@#5?s$id#lp#w&q4NuiDztx96pRCJw$wnNNNFkI1DR5$Yp&7&#EgYOQGV) zCVot9cFE$lZB+302!jap|DSG&<-xV1EJ^U!WT|gYU2k=Jk4x6MayNtxyOW}C^#en- z-x#%7=vBzOcE>Z7J0JE#h((@@d|qxAoQ1L1u3XHS~3B!t*PEX`jCLJ#H zvB~v1dZRzS-GPz6BlEkb0P<6Dm@*{SkYOPB50HwCT`Jw*@5Jvtop;?O%>r_L9&SZ5clL$?6rAvpIuZlRuOn)EU< zO}TU!O=Zo!e9lVWQQ-GFDIw-}>Aw#P9cHy7^l6$Dd9s5jnSd-GmwmrJ%52X2-C;mV z>-iPoE3ivzxHLtGT3v> z;zcp+Y3yC51!jb*=tweSu~+=Q=6U++6=Yi?oP=HHbP7%*fZns5pLAjoeZDBX%<1Fr z*SmAg@oz=ypTfE-<@wZEcTJFb{{S||AKQLd1JqvYDgP9}J1hDWib8P5bw)N@-t}}Q zSf!o{d>=7WDSV>qw3@K@m)Bd6T7iBlgxsx@$+qQB`lGKetgYKG(gw~0duknC-1J5j z&0hStTt;3K^` zWIErtEayRjMssuc^MbzcccYw>B8=r)pcMBF@5u&bCMZho6ujotC0I?Gs z5y+;t)B;EqY6BEsVqjcjOeJ4V7`9oQuY>KvI}U#m#k!l9s!{J1M6=Y|b81g{hSuvh zIdG29)xm3J$+WrI?`>G;e98HC+2%C;kso+a7sJ=CEuX?<`kYK>)O%x)DOdmt%xoQM zEV~;luOf|j;-yXR^xfwUe;KHYcGQj~oZD+X1|>az{vIlOfac-1?)~PwRPUT*w_2|& z^7ae>v#?hdCTe#2@R$Bvr<96%mhtVoZr)evhQ2_TL7Yc$B_)~_WX9Fjy}#8g)0uW# zC-eK0$Yl8VgBfE|F`c6*7JLBdAIESFW^&9=bFzms&m9~+8BJY+srJ6bEF8o`$nxwwE++CCrMX? zS@>z>*WdE2qa&K-yAVM@qK?~BB{{CtYpk}6_jca?G2GZ}3u@7GP)*V6d5!x2IgjjcTlt_^tH;!LvsFXu_ZzZKM0aJW$jlfgfe0 zuNA2W&B%8ad(g7q^mL?GBPWyh*Ouq9oFrM(^=J620X$>LW$Ia;wKm}8x1zzOxeSVB zVTib~gA{qUcyjlY@PGg(@^M_LMvt z1@P*7X;_0qLj8UxuYrF@z2k-wd2a|ZrYLDTw>-qKwl5hB%r#fa;Oenid|X;M7s34M z$g1_J&6_I_-^{5hXDv1=g9kQV7AZv{9D^55B;K%onzgHb1Eq1!rJm6UFA>G^ zM99&Q0FCr2p~9f$vu@pf0*fIj#G3Gf?Z@Eao37ce#|@x+?uI?x6MduK<`pc&UaorU zP9uuNx?-3#%7np^rWK@O~PY&z#J=ORP z`!n^r00|2*VnTOe@7pOiE1em>RAawA90ES4YM-lN+6l$L`J~eoyn|hC!5!f#HDq~i z4Qp(|YH^r#Xx8?Npcs7qkpoGTZ}Tmz{R=6~nes~~WcO{Rg{jqGO3!t?@;Q)+ua*7jP{-q5pOqJ!vFXliR4+3Nl=O84wK&wvd5c2O2 z=mLQll%Jwf=`1Z&4P3kLdcD(WEcV%GHW$>s2>eY#uyFU?;(U4&M<;e>8gP z7Zfo(uanIJX@o&X<4(la%a_=fya|Jr?I-fu-m2s2F$>l6{W`pUH`?1;a+#b%x$W;6 z7`HiO$B+v16gUTQ#sWw-TEf1vkVfn$3Y=yij=3WFCebJ-;xKAS`=s_Ep$_U?V%%|m zWvc3Wm2R)YS!=6zJ#M^ee*{r(@}F0A#$wI}!wG?%Oe4>2DkzqY4Dfa5@+G_r)d@aU zZ3JMA6%NI43&bbVFv4$FpG#irsn-bGJnDV9WM^Pwn^Hm8~ZnCDNH`{}%d?rrDJ>IY{M z^m1J044KuTb7>7I(u1jK{N6*}*o_yCHmtJuAo74aGBy}e(QnkVP#`UyzLPb+LGubed%cV~NOkJU4-@2+{PIcjpV*N3$)QPB~UE zK$|V2m68gjz7UJ2+t3ySTSA@JSOQ^&Ki=JAsPhtOqvRzemOsPi{LhVq8w%qgq1fl` zrEFpExG^6KtvoQ_H?f$woA6>~^}f7dS0VjLJj$N}!uNTEwH5Bk-Mc6dWxXlSnmVdfKq5z$>@vo1&bSKk$mJpMVf))~okPV{qy$)?9# z(4H??o3ogsJGbePCl5M}PMx>v2Sqs&d8j?jIQTy+0ft1x%#1V_C3-3(%%(dKpQHGHK%U2b&VTkZ5k>>CfX4W@)i z?lYAj<1pam;|VniO-A>cODQ*{7l#cQ41|4@Y2fP(NAaHy!Oj{DfDVq?I`^9>l24uZ zebDJ$cov252O<;u<%8_7|dxA4GHpUwJLPjdsHfQU@DGHNCHeN@qgmVcVAD}f4LTuNM<*1-;KcP zB&_(g5l_8(V^UkX|ZDY?y6w$u3xWl9X}SWcgH=c zNQ)^!oFn2}*8P=9PmK20+sg)hXJ?ZKjo00wZL@DwiX+p?%%RBjD1|QE_OknYVvexa zuhXWD{kvJ=yS}G(@xCXtRHht3exB}xFYQN*POSof6RY+Owu}!qbvBdK1_;2DKY5J+ zN<%oa_FNi9RYS1V$S}*YfI;Y=W8Us2tc-Ny+PRi(OQfJ<2}A;5yvF+o^%h~fb?s+G zUx*X^UM0*4u?Bc(rafUZo9~QAFQ(%4Tq7gQ=!b9A>@xS&6MX6piC-Awzh5>9;z8@^ z+}(~w+sLcdxkBmix=|HDf6;d{^d9FPp*=FFgbK>Pa3X?!>kXgv%)cW*C%)%o(y2~x zX;A6CXh8DMpMXkihQvHn!^e#LU;Ou`TL4+Zv7h_=_8jeFu_fLSdyJQir6rM=q`jxP z=&L6AGhxP83D_31KzhqRT^8LO5llfsLv7c3z?lubo~1HVLbcQQV=R18=5QC&Y&$@Cd;}#1w2Ut za*{xa0Te0+Tem2sT7whEQ^|n zz!%_VuW`b?*6loYEX*@YE|+WYBx`D^J7$h>GsBcCKD=`aY!l&o+M`O_9_z>}Q1WxGhgr=soi?cy7>?klId6km{S0S09_WDhu z#o;2{BM1w|I?1Rx+!}+9?OO=oQv72~Ka+vX2#UA~*rR^3`|6Nf9oqn#n~E!c6nVjm z0YTEFvCXxpJ87vo&ywrXSRuBUC&<_zazbd9I(@Y;Oj9TtcOEWLF6dFCU*o@@UrypM zwl`g#hM=O{FI1I1!|t?!P{jpKrDF*xa2PeFEX@^G;YGJDcAg+1h;okC-iw*|bKZ5@ zrZvAz4K2$UupZvJ)=k2oV#Z@ei3%;|j^~T2>jB?6#l87PvvXnlTMwc%Ez1$=z2EkW z+a8WKz6ebR6ZcRIiFG??HaHWq2M~*@NxXaAPo?8Uynyw(zt}=!oEI92ddvb$r~+^e z=*Kg7RQ=Z1ZfM60Rho=ojkkT$962V02{y3sTh||Yl=y_TyM=?#r*nk8W887@x7NHH z31hYIgL>6eAG!uR&~j5I0#w~F2QE6JKLBCa*B_ciJ94nlGT(0XpQt`}c;B(_6IGL< zQUW(WjT205wLo}9x5=-=CGk)GWo+LiCR>jww2z}ENx_7nyO*DS5HL(2{@h(S`;4<| zA?Dn_%IFb;e%E=WvZ-}h$+6?6F(c$kr(Z&B@l)Ff0q~COwx?Zb$sIrxPDgPQ@M+R&hopN`~)3U9yq2IDi-Mpj@^n*YI{N zZ}q>l7dONq;kC)#^ih>5*DVa&k}$Xv$%PoFd6esrVTU~#;%zR&oN8GID1$dNgoV`b zD+LZk9}jk9+d`IqdZ$hpSF5zBx6V+PnV)@&CE_JIt)J9*!9C@2`s52S=|01}?Hidc z)fQVUUSJtz8eR@-fj_Nz%vYp?tOtdh#{#SM=F(N}!f=BG)B~U4V_H-k+ApQeXDeo8 zEwA^P^>Sx*Eyc6WPEG47?lT|%vCE-NN4MI7>p)r7V?L5rWujG3rhw^QcorLE_y)5UHRCo82r2~^Qv2hwH}FO3I--CVJMe7*ZV{w z6Bjk{A1<8R&ey|!tLpmlg?>b$P|VM{$i2P#`aY2N{ZLA)pR%Jmx(bmM zax(FsQ&sD3Xo;--C~YlX?^JvRFOcUiy5NvjkCGDX*!l3&Hj@)(f!phkY+z9=XWoqY zP@Hwvbfc@rZH^j?cNPqGzXq_mQol*$=n0cx9TWm$FO+Fx*uhU(uhsk$rc%!_$WC5> zp`8pkmUN785Bpto&h`w>cRoZrXqTWhDhNK~Zy0hI12JVHPllzR=Z-qpQTLtSU)p!>ev`L2{6=dqZ_3x@u;%@Eg&Z%S4!bv_4t9L+ zDmP1C2)|ZGdYTy{GP+J3I_B#f=u|Mb%LVn;*uCq=wlD5U8RdD$d5bXUX->Igh*4Ygj*RAjkk=t- zS{J+27a{ljB0Ao^thSaG~#po$1j)UHnHx}9AVuf^KDT(m-$&1B8c^&550}@fi7!4M$AmWvdR&NA z?qP=LaolDSHyS1&;AG_$Focbdr?IbT>Sk2XP8%`wk_5d z`!vbp)f^1RRZXV#+LG0G_l%M&9=F%v2#J_ahcGH=aOmIk7P5nByNkN7ic?xvGs%4$ zj=1O0T61N_XbuqBNk;h82)a?=Ub_likDwS9t8`w!YiV%g#}o7G>5j2*Yg4}BYHRhY z7c01(!kXHoUCHCq=Y0zsA!M+h4~U|LSTv>85|YHF3~$xDO$a)$vlXt^lBnw0B_ZB5 zT^T^u2r?z&1^Ek*W?P&s&zECQGk!G!bHNIOp!I1WJzS=>gkTZ*4 z&>27XOn%@}gTA|QEE?zE=#}MjbItzOK~~AB!Prcz3U6krm8QvKp_l$bQx4Z7i@t9g zEuvxGcgJLQ_;gHG;IZ_*GG!fF4*)6Ru~d|S8PZoJXMznU1rNO0wGRTAGO@(@*;4KD z3l3p8wP!+Od~0=f4t?j1rz^4G|@N0K*wsT=??~)sn`!Jtp}e9CyrKW_4F57MCUI% zf&#zKzIdsHyOViX@uV|D3(2BjoSHJ4vlR0{5{bwRU32AH_tPdQ-{2u%QEyJ|%K)_Qj(FXb0?Vh27X1b~x4C58EwP2LjKn z+>HeDh_E*L>e{_`IT=#idKC{r;18 zD1`ZX6p{ZRfRU){vp2Ed6}V639Rut3x4cjh-%rbT%@CrWhJ(y^+ z;wriO@j#OwsKVYr-moLRrk*3rc^dozQl1Y?I$}8-Omh?UmRR;SHy!9igc5v}kyG6r zT@Bt>!p9=hDO;HYA{muiozk%l$v)ZdWX2$27VpJs(-(m~vL%rd(vC`-JQ@K=O7@7_ zApe`&!rEQPnU0wG?BUGGFl}mSeikLA8Oo!$LO91Q1FX(ruO6>#0M0-y?G0|PACqDB z(AP2=_v78PRrKV_5zR6I_i>%@#ah=`P1 z8j5ccOz+-z!zffh`!QO^5!IdTZnlzaZakhl)|KE6B}Wb|zaF7V zNw8USx!$=$o-dT>gF*_C{KZu{QDs&KoY^d(nxpV50} zHICJ8yVdH6+nDaFCWD8loD?4j%XLXyxq@NvK4L~zQe;$pKJJ{bypJ%h^D1H{d=-#S zrMHfb27eYL7s+_lX(RbrlN zzt&-vNPw)oED_sJf&sZ7UsVkZ@`j1UXmsiJfoDu%1w3fVSZhk`sjo3o>1WGZ3xxsV z_j07Y@CAA{yJgs3rXkC?;o4xV+QSsQ&4K@Mp8YWzX)pC!T;1ss^EI z3z%qt&>j9>q<;QlGuROB{c=AxFezp%x2yZ2^k__5n?MHsHSV`1l#qg*SX)+ zt9`l0ZRee~Ys?g*mkuG@R2?DZU%vhlG>{KLpD9*!9glb(_fSAmo(SK@l>H zw?ZcxpBMy+sqwFvT-v6^Z3$BhC&(cZO zW*fw%sCJr^-E;hQE}k7$T9@|X3C?8LR5h5OU%O2SY|xG7Wm++egaqg2Y)E44BB)Ik zX)1iPZjx>0Q;lG1a>1;>AA0fFK?{VNv?L^7{UqAE#xLF<{@Hl#dMAozj}>)1g^qlC z{W>jtT!Yk~{u0++tuLhR(KrTmyaf@YP~4SqAE4H4wt#Djwfh;Dd(F$y5#u7od&2JxLKf4&!0Z1I&=BxC}vww&Xz?-ez zQ73c1v-Wfn{+H!DFW9 zGZ9cA@0x-W#!4WE^9gGu|MjlxjX;aIQ5F(0kJ-7*IyA63S#6OQaPyjSMz}Pb6D}5) z;$9;-JTqiv)c&Ci(LHAwLH(K~Dn`=rF7dV9l0R%N`mx!j3uY#-iM|%du0>=(5{XDY zc>1u?AH`RrWu_wM@V^;=eBdWl83nM=z(L4DFA8k?uIsI)6Zj5>6&`X`RG@nZoWl?? zl6~8c8_PnUTQ!fH%1k3Z-M_Y-vP`>*<{f$s(dYhczn*rH=XsE!JOajnV=T4;h}&V+ zLqDsfz_#0b#fLi|e1G|VYz^k^NZQzB7FrrJ%rzhDp2|!iug$pEP10hZiEeOofo75^ z&|@GfIqaSOsoZ@;|1+Loqa)xn(hKQ`G971%)MM)bY=D40&6HjVPGx{$KZ?g;)Qt1o zmes*BuTR*x^@YUvAS^J#`TJRN{wl7qg2*(4YnTqRSi+l6&(q2K2or*<%Bv0PKKj$t z;`@Zby=1_J(}*SCPFjE!KNZwR^JL3+IiYt;&~SPrc%CFe{KC-m0$f=;lP;|&74OAJFNlpW8w z&7b$n(S>-PTFuvhcDhvadqMQ8xP!U!@Y!aE2Nv|X_+E+0`}yY z96rXQTwrTy;qK;TkuIeY$TQSYQCy9_BYwW?8<`^v@}X3dB9F5UuLSv?&mqV)3ZyDI ziY` z-|7p4;3ksoFO4K*>;>U5t1_`O-g*fC%bJ%Ba@qhy#0w#s;3}(;J_B?yK+{|g~vdVl!?jOEAt;_a^z{#F$vjO3KBBn9> zhRV_`rd4Thwv3q6u}MN2AAlfq#HS?A_|4ymHSm6ZC5qsET&QprHg(kK_u(YFVRboj z9(a=-2qH-nQ?BBiRpH_g=NYN-^21+4BtP@{DnGyPyXdo1-(n?G55ZY|#TEojpqA2h zr(ejC(gC+^^V-D85mB9YEX3{pb~VZxYx;y}?7!v_Hhma!p0Yqk&S_}%`t#8@1xc&b zjeIq%+gCPi)Ag-q3K2oH25u}ofl>xTANLYFq7vr9_?-Wm}kvL{slay_d0d_dcePN~75z~x0G zEiS50O(?QJAfH`fuRQs!3p=!EPxZy*7^a585WkV@T(V2w&BEx-(Yqk3u%%FRKZe3q zj<_K}iUN$Ykii`sPQ>4|_$?{N%ppy2YZhW(#!RIwq8W5!e@J#Yz zqOVOE4-&uisUH$>)`D!GnBH$s8^;{$hN*^brDEh5L>&6$6H)H{=J6BUX`z-MxD2W8 z5R709*Syfpa)w}FmMU~P4FMJ&*`fmCof@uI5d&ne=MtWKbK0@3po#MmZPLq__+qgv zoPWzNaeQRs4mD=qTn}}sLDpql+gYpap3t5?-!~|`tE)#vnLv+&sjaJ77k3#DUa;(? z`-X4opVOI@#^?o$SxEf!Yt^5y6pW57?l}j?)gS4nUcI1hci|ifYgw&8d~o{6sVS{B zsF>xiA51668vgczi1tC_ARBsKr24T2ft7u!RXJhL#d36HvBu%pGW!OD#<|x*DV^Y> zX7%*bYPq&@X(7!4vi@*@=4BvkRp}PdH9TjFwbU=Bz(wUk_T?MvMzO3B%Zm5!)HTUj zelYRRmm`;OaN4bO8n(KflHMd-7{5XQ6GaN?zZ;RG3ut0$C3FJ$NGEk6@Xky8pM)CZ zN|0dTcYW%keTb7T3xP-3KgE&=8sW0&Swze4qDWKreEvnqR*KhobBQLO%90}gc1@fMaNZdRjLaes&nq9zH!4RL1B(vFIo>D?LRtYC;rOwPJMd#8KQ`Hsu$#@B|XYI zb_>Ldpx9MPW1G-M#9!_-_H~u)m=xh&w;lAxIB)Gbwzi@Ti_;ZA>9=2ofY4t0R<$R% zjFJYAq>+wunwaK@q!~KI#}&=ciFoY3ulugPAJx4>uB~X>he-6etwPalwdce?^Uga4 zVN#AQQdSc_i^+@zL<(s(xv~SRa=h2x?Jv0VC8~yDXrvaTzwf0AcN$lsiBjn2(GA<& z5}(fOZDQ5V=m${={UcGT-2!ZgXm%%aH#lmdGyZI50nix5btD9s>na}#Rp(2b)gLy4 z?-f?f$Mu^kY&SbzZUw)>unF24>Qyyk^@YprjU?M;zHkxRBXcpPpPGFFpfr|Pu$UVX z{3sKPF%3#nTq86IROt-rfU#a9J?0?9XpQ3pHY%nIsZO;Np;pW>AOd0gK`xQje6Za?>`V^L$5yRD|Ja?X!5NC%1j@M2UvCTa<1FG96O#z z7)OFmG|htyo8cpH*;wIx-s=VDx+j1j(DMI>y|)aja_hc_1?fhlB@{vFP&$>87Lo1- z>FyFKNu`mHR=Q(T0vnL-?(UY7de=VnoO2%hUH@%yXk&OO^}cWZcWABx7kG&wxTE`tUx<^4nE9>~zghUQXM7Yg z=eJ^bWal>KQt*51T-0!c5I?sGgg9(=*6h}0^G`rg7nj3$CC4lBHOkeHu*vm;gAFrP z2WbY1^^w&HtQp}5@p}5oB=p%CO41pB?zgSdR$^G98%)YdRJ=ty5+&4pxZD{V2@-ab zOT9*M^}3&!9*P=zb$n>h;yd=)a{g>1K>=UsaD4ad+?+a1vy+T`J=}`#pjv25U>%>J zO-brF8W{t2rW2yTgwxK{^3+`i&DGpc_RM!7{s`%EfU+b(}Jb~GZ5}%X!TY#2BdW&j#}?`uZdoNlTadU0s*kDsTMm{Xa{OQw zTvRb~ilU>&dlcrhd^)0Th0Z`;3vWcx!jLgyy*IZh7T&}xc{9DfF`C4tX;%v$w$$d>-S zw5qI<&zS3e5nVFBSym_GAP`?Lw7icE;pu2iP>wJJYqT0fwhTO@elZdCei9a9=h78M z1S+a#1eGRc&4YLJrXaim>H-rEIWFY5PPvW>wj6F6hgdRcW+l#fzGrt1-H;Xc8S9|S zooF7ho3nibL{s;&4}{aV+B2m@Rx<<>yeO*dyw#Dx94vve`MFQc$G%nYA}%yo z8~6z&n$HSMhT`gp8e{s-ZvX)mi@&@7cQ&eaSPfF=dfcVb2Csp~l@G5g`quc7aZh4} z$09eKgi{ii%J3U@48ggI+t+m;H4zqUmpeK@hr3r+~z0?}ORK_K(P|4TpjG|>+Yzr-44vGc^)I20#;|wi%$6N!4?*WSh<-|$BZe7CX zJ4cSNT8i)@w>SPtr%S>BV2zDKhAm`vCRim!dXxDxJozixZ6WB;Zy)iu=O4E;cGHT0 zlKUPSx-i-!nZ!8~wfA}RkMKM#sn{{*vMnzm*_y%*fJVuTPQdj341;wEUsyXS6~Hqk z#=Ba^Wj5rWI0~F(DhAV*FAo5rz4{pYjt`n>67Oyq^?1Xz=y-)k4I@_Q6i5DUWy@tA ziL%xerUkEV+zzy$k(SknMCULnmnr;$|t9N>qOEE zbsuXyJE|{5sw%LlrwArs%<*TIt=yrR^}6`rc{%m&wp14hD z{$!cL)mn;^mgVOoKtYtrlKZqF>AM@+gQ*U%wLUCp4V9JFxxry^SQQ+O$&)XKiwQ~h z#}O9nO|f~o?f4yF-1y=x+tnWGW`8V)vlqe@MCAQ@Gh%N{jsxVw(@H0N!{>mel5mg( zy_V8AH@>W2$`}(!l|D#D=eoXUglKV|61)pUf>~RnccnzQBj~9zLfWQSD3h)GB@z9VfQ6u5n8`nNO75 zV{5p{>@)0{G%sdXy?eE}MmSr0>Fs?5Bjg>||;DGuG*Fnz_*Y33bI+T+4S^ zpONwOd7f``GM>Tue3Xd(w4jIKz$%C{)!~N;Ij)aa&N!*9mdk5+HWRcyKpqxNJopG3 zRM)IgEr2mtm{S?(QSMQJufJ!h^UN?<`>XnTU2Zp&sn;l(W%c_MEL%H^% zd8#I(b>1Y)2XLnwIkTTrcli=|H=q)Np<>1YJx5}pJCRID+XQl+G*~DH&!DV>sUZ%A z5gn03sT%h9FG9#o9K1gDJy5>(^vIMYJ74nwZHd=-dXBC4E#R&O=9RliUXC+rrA2j4 zj6uLGp%IKPe8-#ZM!Y5GbISY%2zOyP=_dIB>F!Z?5{u2pu1}n^RvZ0AJsEzVD z81(W;0a10+)bz_CHCAV*+t9n}HFqq$9=<05_ebX4^WZ|O(eUYMZRSYL$}G6!5f_|2 zKOtkSF_)W-mS~=L7S=xK{#04ka;E8%c?^2X!FDC|87GJN*gs`Bdg;x1p45$6^#w6} z2rrm9J{r{~#Um!;ckSAIiMyEl`YVH9b1?azUI1~gCrBvszL8-}HLX2=fS`wQ8&-;| z2QY+fD>9EH#WKmBVD1j*hMP|<9m^F+Q9NbZy1c`oS$2qSmm=EvWbL@l&9NPnpO#WF zSOS6lUrRuWw=2RP}PVI@xfA2TJT#;WNPT@W=#rx%UL zi>s^#Jrq7zmB|+ahz7FXN@^I!W?+Zp&Ut^yAGdG**zQcB6T!ht^92V0Y2pA`fy}Hm zlLkzq`yJZ@*B5Ojw_xIJCUoT|H4d92QnQ|y-NRoRV4!p!Ah&cTz%h$q$ccJByR8Ko z%#w9fe959J3NWZ8ApAS-x9Bo z2Zpv2rrF~xTQhaylvSy|4_gcb|S#Sai*`wq++Oc+dtXq zbyBugZ>59wDx3dn{W}uI+0XNsZY8!A7i@~K2+l?o0fyNK<0DW|%koQ;m|(6`;-oYB z;U@Q-n}N=ULD!hgNas;GhSS@8GA6`)R9_URvvQvLCb?=v9z3gvnR~dl%d+AowYX;M zci;BNM;-A%mN!Y5@NCeC@quh@GJu$-C0Qy0GNOj@_fN9Sk3vzjhhp%I9_=Vg@mz{O%VW==4e^aH0!gKqP)@kX`R`W>e zw9yPqemxk)wdfSMG3_*rTNUJe+s$~7_x29}d0751;XXVC61xnuN^<|+XT~!S2NklT z^=Wk(TjiE=?vGTir}X|5?Aa}>G+k!HISzC4J0@kR`$m{^s^>j5OObK{#bS>PR9BVR zYtW(VFIz$Vw+Od)fE+NsC>~C}SR)^%`mQaEY&${Z_SHD)7l~E--KQ#w7N8-|UQ9zb zDD#Q^gufqaN)3Z#OuL|Fho{$g;x_+ zY3I2+;6>k;Q)$#MLqkv$gk#D>!XlzH?1%!mq(vC~Q%F`0)&dX>?nt65vtm2$ESz&U z?al5lwm~$EDfR6SIBHJ>n#HR&g<=8?2m%++EJms^ZuwWvxT>pt>9J6;IY*7-P1Bwg zP`eH?auwYDT-572X1`MHa_Nu1GpBdEfFp4ppjAY8BxmeuT-UXSLnkI7or28o#?;Dp z?-Jd2_7g#c{)y%~jIlgmg;E4kRnENGrSy>(%~x}J(@Pgqd_MmMGX~0|k4hTYpq!(ao3nvlbjK-4K^pt3Kf$a?KGDCH@&mq zg}DWj4A&wW6QyJqIUa=@0FMAry)AVe4N*sIBj}x$o^=EqZAx78NXQsP^?ped&fCM= z`$!?^nKn<*)O!W-*lB2pF0&X^t86#vVpOk?PF9MXUi0tx%vt&T?BHz&jfTh?yjIz? z+t{Pe1KY-}>{c_E&~L!!J?)4E!e)Qs(K4z}zDnVOFm+ zFF85|iv`bkU{`PheOHV^U5LK}Ty6@0cHy0+(8ro6aD>PFD1k_#e= zewDG>tXG55y?ryHg=nv`Q~T=PG)?1(ZAd=?3)=W~T1~QfHz6Kikg^9suC2GGYm)Je z)d?*`-P7$G&1|1m88@Ca9~@4f%nVZFyDPIi647Kw8|5)&*>H5`NV4R9ivs1MbYE&# zu4n(2r216&vp9J?BUgYk@^sDJSy{f)5$m~ca4ye>b1N;USJ=LNtJm@W@T`X$tBX(I z=bC=A;k=ySrGc2}g$!tS^#pd--l|&aAOsy1AM-~zk8-~3&9C>D#`aqWFB5%v9HuaW+0*L7F87o{;C#z2 zy#yr}6@{Bf$!^AF6)g|B7M|f)jjj{a3zs8igvxw9#vM@-YV;57j5W@)Q^?tRR*fAj z&t9jOy-a=U&l3CtGIyfE^4j2M8SO-COgu9K)tth9E^`B$z`g7**z1Tntk#W)e)y4x z<`n2pFg;mCDoqDhQl}JE4pB>{vYnWH%sx`i_oen?P-sA&^4JW>rOU_0vNI*a+dLJV z_^QLv(UGFMi;UHf7$1@|_v_{*g;+?Uh@>fH(1`%k9l8ifs( zbB0%PjydI$`9O*Mpx0d|)U@7dj~rUu+v8PnSK!*ck;Ti{d)NR-3`k?zM=U^rkoIBt zxAHIV&;ej-k&xzg9)*LzCem80(e~Py1rk3-(pPCej!8;F9cFT=P zO*ns5St3C#eu^2gX%i8Tt21o}G(Kg-;S*Aa_sP;}nTTR`A3ZD;3ONj4 ztpw?_728D>uee}*;@%8j#s*_b`jjFvO9$C=RR1xa7TgRUouW5KZ<^UUx^6dk)*nH{ z-jrFf9gGB#s9uJ7r@}#4l(r0s?8LP8BJ27t~{VW7BM;$vh4RFQgF*rMa z5z^Mg7d}`c`cKF`$JXwZB!8+7F>9_omKtskl6PmZ=aw42yzib~5X>!5yD`aJcTrMi zF{w34tGhz6X~i>bTwKC3xOiFpW*DuPBd|KlOtwS#hI0&=G<0NCo~xB*gx(`cM4KlDND zVt#=I_rb)4cCOWTK-c7Afm+JL&`<1gin}yKmPH$t&+)Ay3Qt>KykC(1 zA7Gx^MWgC(n0m@PRe$!o{(U^gYgmzl1HjElyrWLx_RZ~Wd@`P~5i4Jk&oil-Wh+#Za^oIXUgI+*_L%kS~&SCF-bJVpxC zAKga6I9PVQ{{fy%_U;aImRt%+tX00td?6X%7wEjBjaf?E8IKn&4sXy!c^EE{M|5r+ z<$XmU!h2%e6E}ay-dBVESacOxg8{fXwZ`f6jDH2KQL$tyag10%xX|l&`Y!E5bd>L~ zIZA5z*}j0sJ*8{{H>No*g-Y6u13bqsPa3CXpH@=!pXx-his*z`x4wJ-^#RTzfHm^e9Ywt4&4Hv<=xnV^uyg{S zs_NdmPwmqQ%5jE?*K_xM%dTqd&kRA38BNMDOxyuaaAo%Ts`6l&S7=V1-TYgGgo=za zChw1q$`>D`qL_Q?lYz17K>WVj@ecm$R$T|gO#s8Uo06Ht5PGt{V~el%7_mby)%dC> zN`2?Y2*h+Rl7gfUosj9{*TJlSjinY=ouu0-qesz`u__``Dy4c43O@_mL~2qZrGrBA z1I31P-H--O(GCVl2%B=GfJ_ok_hY+h1NU)xN+j_>lKiO2A|*!kDu1l=WsJ=dTq?14 zK&ii^VdXhiE>PK-5Df8N?pWGIIW_cS6}xnGC|9!4T2I{nVzrpW>ei!?Px^TEs<;3U zL1|DvRN1W}Yck!deUa6*QMI{Vq89QQOE+g3!dRelS0cYUC}PdqEGi*rEkf!_yjNzkWE1zL z-&tbH{jmF0I&f%FuLvnbL(2OBYa3w5PgI*JuOVgbEbW!Fx(wy0Dqx0Jwi zyKIwUV8Me(fasJ;zse6O^%XLY>2B$8(qLR}D~7mItY0J~oX0opl~x${YK<4!r0-*S zuiuuJ30C>}8wV!HhC0br9%g(BOpXpGx(ULq`X+DDyxoJ^asgfFdpo1!?9J-vMAtV6~m?KAf9M=$dfv7$mG#pvrJ z`6`n=yg4hk#n$c)>>mk2J0lTJX^esStJsxPd-K>SL&}e@6Fg@KUxcsX9bLP0jIuLa zKA{INpESviJRN=T2++R~3oq=GAHQjUHMX>l*he)OyFal%alaO`bqKudulEG)ZNta| zA8ciPrIczw*y%oO;>4PoXTmh}cJhziOvwX%(L?A9etTzK1CfVLFUPLWcfDSECXbTZ z?db@-b^eW;u6U1!{H0SM#|FX4-I?vG6qds9Va=CxXi%g0EH$?=KC7!N0iQDbK!paA zDP`|)CL^eym(b}n?PmeUF9zQzdSg3yumpnV0!|c{*T_RdM37Y`b>OSu-wb5G-Eg0y zLd7RPJ?2ll3Zp{@$fjB~TwoobaHT;`t5f|?PNr6xl4ol;x+6mw%@3M7qdo1=i) zQ7zst?!pa*=Q>bZjjV1yc!tF;eX^w&Uv$!akp$}Zw+LVMUX5>P{L({39vEN;h(xO-vlog`kqSV|#gUxz@+khXA2zOqKF>T8CS%@eZ=KR>~(UYM; zEth5d-u8#3S7-}fNY8kd`d1n`7X~_+*jEnQb3+1f=Guq_g60R$43`z|G2OjG3^NPB z3PfkFdWn{#@SW&Gq?8A*?x|rsId-<)I?Zf3ppn04)26VaNYG2Y>T1p<-YR%`f5- zz}XMM@q64?_#WK!t3nCD|1&WQv9t4m&r_JYU?_TQtk_L=^ry|}2QWZkA_0>(j`<&7 zQig(a$}To7XWlq7{+I$n55fIV_0Mzs)5P+hxBfyO{L)~RwTtOro|89xzzG7+`h|TJ zFu?n@x9C6|_@$>z8d_keZ z-2eJ84x3h6uP4U$)M#;xo1d>z|H^ar6udiQoOC;J@4;}^lOScsXfC{V!v`j~jD0m$; zV8k$GKB`~+-3v-y5c(36BtMNx{&En&m=J(>kddY8#sBp?e~wkH(*N~37XdwhxzC3r z0y+Mp*X^Gkg)g;#QkLaEx(4RA`nFqRtY`B96eS44fCdOajBr8E*mUu*j^f2O;Gyf; z{_zmituL=W%&g5cCCRirR z)NsLOH+;&!H(^$y+bpK8(H9L;!FIz~tv6D~8@b2^i&-)iT&wSQ)SPxEsNGHkj3 zK3T%*Qpvwr<^c~((q|JuJm0=E?e-kCYA-OHTdP3J8+Qwb$7Um!Uyc8v7%G1`w=G7w*`? zss-DxcB@IYZpD+CIzI3RUe_mHJ(^3t*a8t`yvewHw~?{yEhn{rp$@HlZ5-py+-6}X zphH>wm&5U2bMu8DyeU0SIFW!fOk+u3ypKoIadC!@pakqJ>|^N^>C9T5KIsQd--nFq z(^dsW7h%Nwl0eZBTO8&WO|RTOcOQFv0jRG?ImJ3+X!WIzhYpt6?ANT-6YWHu@)e?s z_>Frs^hdz~RDS;0q2`=*k9=YZJz~b9h-vf<_-@y`9bA=Sx40rhx&*A4D?~XhMy7C_ zaaGeqY}Ut117OaH6&`8%wScI`W<93^tVQM0wiAjko6wmfqUmFd^FE=&jPX!MjB1ZK z;|rQywN?(uG9}wDPb#Bw3m_dK2S@0s&d~3GAsMSpa$afa(NHGuHL~|(&@2-mD5&DrUrmw^7mva7i^zju&nXBc`gH zcFZNl|9Ju{7VfFT941Yk-Aj0Y_wmN{ROk)fcP03JV2%42)^MzVvILD5>$fde&U$u^ zdG5_UTOY2GYlT!tpfS+^T$7AeqpE1zb-sbnlBB|7nkj|+=j&>s(~cqrCXG{fZnQ=|V8`5^$J7WzePab4G`%I*_ffW05=+(!t-sKi>6{2R$vi00G{I zI`+T^FBf$ajhJu#Rm*x9yrqc1#cTjmV>}a0Ey|PRUkrP&Pz6v&hyrJ$!aFp|1!@-3 z8cx7Cd=~F>=3622Iwc0-cVq(YBCi{2;>rr8R*^An#^aG`IyZ+q8G%#RAS!gkV zCpF{u3o(>_!KG9U*Jxn>p$S$Q0>V>NZeiF~WgNWC!}n9a$nMsKDb>-SMH*x*IuSy9 z7{wH_w((_3g=bHhdx9~Q<^mn$_p2E zJqF2}T1{(a9ZfYhi&@F*Mfc_5ZH%xYjh{VQ11navb{@h$qrj;o&t3RKmG41J~7uG){w^P*}>b=A_xEs6!MJ~@`ZT0}>F z3y@`!M5<(OUgFjzC?`>&Nj3J-AixKGeX1ZznVh8|)s_5&^G7+8r``t*fWlY&=!`9l z0Ju*nFte>iSTO2V|4v_6yD>FA>I&?Sm&c7OYL2%DD^mdJuo2%%3~*w4wl=*ZYK)E~ z4?nVbf(9!yIw50+3U=u&ufb4~=~YQdpE198|8a%?M;a9ogHRGJgh7#?*%=kQA$1-MDSjGCYl9VO27j6IM$Rz6(x1?hiKbTM{Xu9G zMPKcVR@O4*J^m43{5?;#)WT*Y8Wurp$bc1Tgc`e<8ne`ebf2-*Trs>hbaOO6`Yj^* z*l}Q+!vxzB+Rbx1Lg>{UScv>%#iX!%2GAsT&~7pvD07h>{R#Tf0~r$f>g2kJ3)OZM z(XAbJUq47sLJGszQAWbAFD;Zng9FquNjESs#?98T2|mIC$VeoB(~2Hs#2F2mE*2UC=u@rs0_~JI#w`wO?$5;W zT7A8DMhnBI6x(*Le1W_D+rQlH|8F?)kpWUt@>D2c}g0L5OI^yiqJA3ACFPw+o4eR|MxBn|H(llK{hIU7aeh7P9U)K zxr%6i>m)L4EOs<|B|*?PcX|U@E{5QJuBa-ahe+%_#tF!5xBthS{43v&Py_jTz++}K zC^+U62eHIkwdaLe<jk6Nu(^-D{0aPdPL9S6XidE0VS*PipA}UWjxjup8`s_9=MyCpPrg1OD3wQwacy1nO=7shT}Va+>+z zdPE8%f4e%WU5z&#d zJQCz?_F=$7yu1L=8GeVO{&uFn=Gq^pwCGQ(=Ig6ZVqAtLdVrK21xw!vcAX4YLe^iE znaGdsfT#8Bqb8yr4$)H+Z%}I-QV@ADJ8VyAR#?pLyg$K{Z}8+_A5X7wR7QiUF@)R* z5K;P+!9XdI53ZP4H?j_8zAO zpfEH$ITq_xb~aocF^>w2prApONHhQ<`B&)q&j+6$phv=GFy2JLaM85U1Y7k1CSlk+ zQ+EJNG$$Mz-|0I|$xFiI`k9h3fV`3qXc_^Mj+K;1L6ep>idnMp43EH`D}p-rq=15} ze2)AAWTqjPX!vvwfsnaisVjc4IQx5(XfQ@&wVoeZ1!#d=a8*6Oc_}lMf(=WWpXkbx z1RiE?*9%ph(`z6DqieW4{&e?o#4OIDEcfzV#dp+aR4Yr#b40^+ci1z3eD zPbDr1JeRJ0@bpZ9LEb>AvK28`QG*#gXq(;lW<&i&fS?2cg7q$mhA@Lh(YKx1HenZr&2uYxS4OenpB=?zs@US9B(PJ4~hZOB;3KF%i|rlT|;vcHs^?;FY^5Q zWaxm}9d#cYv%JN|@8;b81?43S`c#Nl0(K8O^|@hF_JcCGm(2^-FlpS@^m$@e0>Ao< z=Xp}d69B6CJg*V*Q3-Ad6cKM>!E$P`Z%Q-5uMCmz6oYZNe{xM;5p#UlnP-b(JTQcaJX%TOcS*K zYZIZr=KJr_Wcz&-VU#6;?b7%AtB*T%%ud03zO*;boG+gmGoQ6^=HaHPv zzj$jOM$EuaF{iVGjR9|=;z_Gm)4{BHzV{tvKjARKl)dIc?ck~`l)e9Kdz(@LR zdkY0Q{^2KN9N&O_B=(bE%?JYuaOtITs)v$;?}R2f@-q!P3E*?*oZqE*U8%N)5R2Pz zk+Z}j|00MHfhSL^q{F9q=avtBL6ruK6$nO5Us`C!>-zTkcy8=m?7#MGo4X#b!E=t^ zxDH=T8PM9$ei6)po9U67(fu*=BjZCl1KP52G>MYjhhMiuN4DtD80kbOP7F-@>o4AM zFkbJT=i2c+G1}4Sa+u~V++Ey%Vw_@^ygGHp@7n7mppAedbPEmv=Q|%9{6bgFs)mig z9j?_xG^I>i!`zqi=99qOq}0I>7TNh5Og;cBtf;yl1A3EHHu@FE`c!}X^>2sx;~$@k zM?yl0*E_VzQ9kf=oboGGi+MkaGd*7B6**sDUiUiAS~zKkp9buD741&XIn26WhSovM z<4uKlNZ?T@y>I>d9|S1h?VG*_-wFAn;oumrg|3$1{{0HT?fm&8yk7F(e)`Y%;1i`V zB1+(sAFX!dzc~6WIM&|(x|%{t}Ee zM%}&!$G`9OkE06-bv^m-f%yGD4Zhrhv+m^eCFKh7pSS<#)%^JzY_Gk& zxrD9wVncs%V>md67&knF-%d?T2cByxXL6_5pNIQvn14SHN}vnUzrOnOM;{D)O3I!- z(q2QVU)Y_ozmEp||AO|v*FYR0 zum-j~vHk{!JO;BxXbI;T5I8gNV{~7Mzw1^+^0#>N_doqk3RZmD9fk5YiurQ8TAsNs zhsh;Onl+hYzQZ?6L)gkLG=oD)DQlCGqnvBx@zWeFaJ45%Tqvz^s4ztj zzi?M5@8(6;hmStO25vuQxe0nV%so45Aw~=NHK`t+8L#pztw7}fUCj>pPGltPDiPxcM zp(WUD8<6{E&!*KtE>E!8h_n~3L>i|`A!Oq4rA z)#>f%ZMRwBb*AFUiaoSv20)BN7u!E6^SpNJ$thC(J z;n~MCP2vXy&QIl6w>dDGVi_p0HZhfRi2R$;-Vq8M=0!iYvFAb|r>1etLryMz_K(2+ z=hEkMjljl3skQKS4vqE&l{@H8LLJRG@Y*BlU9H0?Oq4fg$6ZdvI`G6t?yc5v3H zX2Sy(*Sk9QYF~?7zIppp*!d()Lt>QL5!n~Y71;lSqb*O z>`2xw`=0E!G8hq;ADeSOPj#X2aiU&%*Sb(tkhgQWgK`JdD%5Coo$K z=P0sv#@%$)-_1dCdv)6)6TKUtO9nviRAiRGiJlS&Cd_1Ziic4&z2ZUV-N%AJXW}?+ z=%86QFXP+)Rk~%VUBMi*!s}0pn-)j%ZJ8;7XEo$#$HCYcQ=O++x0%^-cdn7cV#3~w zUmfD*IVK=LnapigF>NE>%jaMU3}9>O4i2PPSNV4O_Z@rref45keQ$VH5#!)JzD9z& zV%+hAURNzYbI^@Wd5OM(nH#VNWXk6AO~y?u?1jkCEBI-_Qsds@Nw+E7E~6nc8YC!y z&^~V3Xb9By&U&0A@gI*3Stq0ZJxKhKcl%t>M(p0!!+hujQ)ymrSElUJY789h)#Z8e z)9)ZCh`*os_!yHBd`IEH;KQkqf2lH+`+0eb56mdG1-3P$5A(W9p2&E{~L* z!y2K$17e|I|3##H8pqm9BZuQwl}PTvQOT+IY4Wp^i7K1$m9J(q1LRO;t#PO&WZ!>} z1i(a8HMRZt^L%(W#iug`N^NAQZoZB(HrK>k@^5McKhVMoM(yoCojNqu9*54(?yf#x z`8>K0+e8|EE!r~{?04M0(yKj(RAQHEi&ZW{P193gU2qAE{Um0K!4|KMM~cd7>0+^M z=B1X?Jh^K5{+D29YSzxf^R7X;ZuWSD?TVesNigqlyHz_ZPr3`aRvX&94blo!Ly?tFw!dPK)Dzp##}P1ev1eqqia;c0!7 zB>)d}MjDRS`hnwCGFd4@L+?_6x3knPE{K@#i~0XMB1H%y95@JR)Tyx(;+z~fN&2?u z+xqq!4!?dg|5(}e!J|(|5VL95HjF^U7@hvZ-U-W^ZGt=I?ca#Mdg@Sd+%x|ocys2A%gREMd>j+C*rQBdrhFQ79|90n7N_weqTvzuw@8HVxp41Z)Y z6{pag@^osuJjgBFIvUlgTz_ITVVvSYuoG*dCv{s-(+Sv1}PJF#RuNPN6Cq1v!3S`X_bfNUMCZ7yVlb{equh5(LV2V9hbYA)KBK4hHS|DcCw$l4T8A`1uOiVV*j*Wc-xL91idCnYH+8&4*_ci-;^9 zCE2GPIb`x;37pQYExa4dsdR56b4u7CZmR@dJyS;AiR4T(Me~HYDql-5iP^?Fl5NDQ z_~K0ZOQKD`@t1=Q6IFqY)LTUkJ?IOHu;b0iwjQpqOCYny*(Zxd+s^&B>bP%FE4 zpw+9IbJGT|i*y>Tfh;duy->@e>C6BRBB+?FMO0wKQXBF1hLA_83{sbCLuU1348jFR z>-n{QfqP04Xqb;HEiYXah_bVOHd-|t%5oJNj-v*3MmxaStda>*j(jsmyGpaDLT9IN zH&Llt8%SW^u9$=*xZ)UBdK4RlYB~T7gK1d{G89JOr~_hI$Cdcyv`>D6s)$gqPM1@K z^9{Tw;Afc<$PEIV{=wLveQvFlTS(AKr-tq~!|%5-Nxkw;U5;!42M&w%ez7Y*HpTHv z>E7*fGp`DNOyhOV!l7&qDAaLUlGJtXc9>+X)?SCu@c%rF>n{kV?(CHe0g2ss@toI82|HYy{p?# zpB)V=#q#RI71hy#%6M#d&A59*^s@MOR{gwH4DTTQ*flmzaxm(O9J@$}VJh>OW>#qT z7jNUggSXedkr_)c3G|m1X7v{XlCgBlQuv8>vWVJ7_qpOKOr0(d$vb&5e5b&hs4B`e<8~=)nc99dVey zob9N&bN?AV2pD@VBPAe1aBk4?*qbGN#e_}YYxAiXv(R}wMFRn*-0~`yBkyS=14n# zfkLBBbvTracr;j{t!vx6$~81t6Qz>YVE7C{#=#cfHkKzVYB*Q9Ex@ypr_S?7f7{63 zf!KT+>SEg&zlm=Q17%F6q|jpwtVUM=Q@AMpX7E@c~R2Rv_!Sa?MG6l0SFnf}!g&KXQD|CoEna}Y3(IzLQ5$VlQvQVfM398F=?<*(B^F6JZ2(fah(F4nw1Rg4V z&U=Lns~ymG-o{MA*;tdSALNi1bthC7!M5Ms&3b7IRKoN3?^=%JXpTOOQ!P=dab(=| zob@idz~&d{dgYO&{?A&Zfk*nWWa-@9nf#v+nf! zJb1l)xx06mub1$Y6^6)1Q-m*)E&7lI!7x2=uj*YNKzMS^uT=#)i~nscI}#H9cQCezD16 zL;i9p(oX-azNXbV7TGq~wGO>9IOY4gx5_Gy)eatLHKy+6?~>X!gc2WGb5TfZ%ogOc zTev!~n9-&5=Z&-fBA2YD0!3+YlkU+KgH~-7VfYBC(i*|+D@5pofWX6%5);jZ+B-OA z-mHjWCm0Z?QmxOv$k-)zz1-rlE1x#T>(5$0HJT5M?o8Ljzg_sO`Lft{Y?Dh~C{dC4 z-5il?D0UzoVqO2X?|K&SDH_$DWr{m0G>$HuGebf~S3ra^*HwK#1{M%HcAJjsPU;Po z9$YCV3*OI>p+B;;iuE#wYw|qPWb(&S116wBi!u(Wk>w`qK?alH+2@^D46Z=po{M_>tr^^=&rx!bbx2SN^2>NQJ=#*jbh0LhgHw$dik9M)A+*K5M!t z4qCH3V+`h0X5P&iesikU)hJMVL%NEx6ehHS2xWp=*vQyT4%s=Egc5P{WMzn4SbVn> z%Da486^HH1>#*nBz-Z&3e||z?f=ocGm&8+})oCfj#b`GD6LMN9G3gF0cw~+&)3>+K zRwqD-c}KIXW$ov%uYS95hG?N<)tosuFUd z{2eFA;fiM-)jOSm7JYst>0=fXkMkcDZ-#S_N;y{M#kcCu{ofr*|AmwMtuk6l7BWJH zM&889vm2AfM)Qv{2c9af}v7|C(#kf9gbgdJT9dsV>tg%1}$arV)1d;xuW&>Gl2~ z$HkO!RR6M5B)g04#&EU#(keBhjt2{L64F(OsFNJiaMg{ z&qzNhOG!`lFFNL`9)8@LzbB~s7O*<_=PyR2GoDah0U}ub#rSGQUgu=B-6Q1yh^I3I z*07vq<`L3Wf-81(U)UdK)m@X}tgHl`e*wOg3hAx76DP-(1v%8H(j#H2#=;cFyZ6n2181x#>22>3B^68z; z9zfu)>vX(9*7GQ#j}W1<%9_VyV$}zk0?p_$x4w!9kZ=@pPG{#FNV<03w<^1?g4Avd zmdNdt8nnNfjZ`rty;HtTjFbDL6`0A50aK$5InmXjpA(zrr$yHV^5vP#kSe1N9Krtb zB8(fxg3|c6g8LPm)n*KrMiIP`N#;%Jqn4*4}x(fGZ)qaO%zF+%V^` zQ|mI4DOIV%v0cc`{vzqkcc!@OD0~JL7QWT&)!s^VtL+4qJ%w=}EvMtMjp1CsNogiv!-)-n$|XcK`pavv9PiW9#m-Z$`u^KT6fAu- z)#U3z6M)rWoGu;;LpTF+@qhk*?0sig6WH3Vf`Wh)sUsj@L6j;=?}&&>7wILS^j-sm z4k9Q5HhPDl_g+J!2}%d@0>FZbAI1@pYunZX9(GSzk9uFt+x?( zf}Lu(33vn6pdd9#%p$A^G4;@EF|*BA7u>@o_3JFZ6%Dl>%dwWIXN<{&k&H&4YhAih zWHc>{-Drti*?Opbu6zWxI#eC0SqL+!DTG<9m$tJ^9T8GW#Fovu*YKYT&7kD*&(_taqDf*kGV2Smj>D|2#~CRYu8YiZY_VZPt)yw%g?e-= z=A3kQW=nG$_v~u!bkm5^Q7sD~ZM5JP8OoV-pd_P}L&HIqmE&DxH;-EvKW~nm4M4S? z)+`=kmJ9VTVYV%=$fwF&iCe`sUXde)0r6M~ZUgZ;b`xJId9GDtAj)cB?O$h!oeZKh z7@y8x1+}%`@K)jR!h6L}898$=*)1s-8X;vhRGos+oGBa0WWItj`f2xr8)Vxlt`u1I z5e6ySjg$=)$aiXiq5YQP7L9)%(-si(sHZYQuE||>-nP*jPHTSp@=)$R_zyMx5-Y1<%KhfN=#X==3`SdAHRJm zUPg7=0#rD^=f)`^PE#)pbiVJ}jJi|W}0QR7KN{;Q4xY({lE znoN_h=%TkTTl@5?`(`q2#5f3_$BhZ^8v$;_O1Fx(Y-Te8n1gauC=Rp;C4s9)nz6_p z8t6nuJ1Nv~^d{De!Iqk}peIof1<1J;C8LP7YILIzaC{Tr_>2og8xvm9m)!?cAy#fu zh$dI9e3;g5PyPC<&No+JIpM6*yjk8a1NRb8?x7@>l|eA)NS~i3T$)R>+;&*4!ZpP}}zz4Zb>0)1S88nLKJGzq_|+krK?#IXzFeYt2?S_5K4*pT7>~74c3a zd8o^w*1V}qfeW}$#tU7tBS2_hXlwWe7C}+#XQ^cM+PK}7sI}a@w+a}A_3k-pg~n@Q z0h6mhuDxd$D1$i0xTSQIX{l`5gDAv04)>O6?p@GtCOoO%05rlf{d!jng!>#S_goN> zv-lTG9mVJpGDUCZruLVeDvH5HO}G!oTfc#4Lf0*qY75Rzrt_SLfnamVMACKP-OHw` zh=e469mwZ}gHVS;JwqEsh>xHz|MtIK_5Zy7Yr&1VLNI-YIbwi`0)}Imfm!bY^H_9N zElBS0zhK!V9Fixd4jW|eSwHKv(U8aB1c$k;u58WPfw~$b^dVsNALhe1ro)81_b&iI z&8$X3?ERX5jY4E{qlMibs;+kE>C~i0lNV=d5gsB82td8$g9U4Qs?tRQ9`GgMs;qF%bStREE0MGc%Ly>pJ&g`L2| zXfR*fws?->iug!#aPP~6Hi$x=zm7Pkx4jyo@ru_<>4Y;V9CI-;CduCe2>D76RC~j6 zB?~^+gD`i>DfTpe$gtD7yHaevotSIkAbuY=K4zB6p~FL?%l-3ce~%(2<02bj+&yp1 zr)NAfspqejTCYNv#`@l{x_z2`NI5;}T{V>dgok;ys1jhoSxv*hC)Y;W8y5s$U&30y zD@(K{UCkhz%q1=*m`=sNfuTR&D;#1sQ0s^h@H}3%mM$&>m6wSUem~Zfe51L&|M?p6 z=$hBcT4yXU{;1yVQ($Fh?%-SHC?RB4lS~)vfVkdic_5hR?yoURds>*Dh(`msw2O8K zhX8OlCVi1KghM&``E|qM=~OL8@a|;FXDMFiSs^Odkjcw>rxR3}EzHlZH&19F6R%@xekH%e44T2CYJSX&kdYtLT{jDInOH00X*?VSf=LLric;t@DM$ z*S=H~HVLL@ol5+^eqev`M8y(q>|d|6Aj>RbyRJje-%GgbnZD?7&2m$+K4|vT zkbLDgkg`~lIybdJfOK#>>rjzN8d_=R{fK!*6{NR*$3^*z9A}|mt$6Yp@Dpco`3k(KzWeLj0!SjM!# zZ^>FCHV|H9N!@j7@~woB)byDQw;#D}mLtFKojTLKoAqZ)cOxlZ&-b_ljk+yHuYBi5 z6M>_}?sI2=VHmyS_hb+62)bKpY!a|uaj%iLm+!TB-aKvgpc43uqb6&OTH5_806)bM z<%SJ1sknMo-C!F$5!(e(|6C-(cEsjHlKM)F8S18tOoN^8;zT{*;z8|}wWdr!DbjV~ zZ2ZHb#q8AJbH#(;G6R*vBG2#-f1P$pqFhBfDTl?{l4C!D5N794%BdiBP(%l}l3(0N zYVJASLx7LJu&jO_ zDuU3z%LrQlj+(|;-3N9>oqR2x)zB8oYM=xj4h$yKSZT68WrFcn9-G4jDysQ#Y^&~R z4?O%=TQPtJir*%FaLQGHKO44Qfu>E=s3x-iHD~fiisKy=OlrkPXPN&t;lHEs-?adC z$^RQW;%9=t2MAsGk5yMe!G;|i>W4m_(~fc*GCZ~ix#k$Vu^J~u%J&x4sv!`2qazlt zl_|8Z&AN|$viLgu1=&g!%DxI<-`I~w0K6%4D?4QFn|~cIrLg1qA&(u)GzJ(owxFoU zUj4Rr_EXcprd(}vWg1CBZ3c4e;a=m5#X#)jTO#JRGz##7>W++|B+1qEFzbCEdTs;D zE8@_J^yBTVFCY_933v;bnD5mN(g|C`0}?Kxe`Nl8rOH32tOuT7YjpdTh>f zce1y0QHs=b=yltqM(Es@vP=PsFL*0f0C`p)WOpF9 zzra1EafEHS;xR}ZuBH*QZrod9*I6$ksxt46w_Q&e67K3eTMDz`HQXvgoOhY)Dg|$W z_d^cE^9Vwc3Oko1U?kg>q7Ed*b|5*bn>?8$1wDbm7Gp=RYb-h^<}X z(#U!XF)TOd!5)S29SNLuy37C9goun7zKz^(!BZ9mWIEotuR$`jJzmJh-T{t*KH)fi zc~sh-H9QqUw~eA;bS)0QvS<12c&nKRIMGIF!b{#rBT;pGC8|;fH>RxCbIv+JdvVCj z;(e@?N%I3HkD+mr;`hM^+Qy&#eW5y~&v)BdnO5`i6S6S(d&QQOyo?u)Phv+Fo4kUT z&yO`>h$!Nv!Zzk{*OHtsVo_FAjW=7F8);x76DZMRnCXcpwIr5wR@ca6@eIdtu_ zr3QMH)>eh%xB=Q%LUrknzv(sGjT+d1m+{)3x&wl%*gC#2KFv4e%2A5G{h}%P($Jm- zke6wr#Mc`WHr~1q_>0uf7gN)43i5lmKJwaV3ZXW-PPSeAd7%9!3PhKy1k=(5V{xPl#eZ2Y?`Q}Pc-aPJRF~unCR(lK)>y59d*oy5?A4pf%pgSRKcl8CVE>%e zuR&sQ*V9fON;ufSLIvt<^zX3&EVya6W7x@aRmiCkb?e>7v!yC_iCj3xBg8B#uhT4R z<9_v#+>w>d9ns*guq1?WK$6>BTos5-hG$eItg6QcC4ILYr4HMopUmVuQ2Bl#l#s;e zFJyT(j&oavGTgt@s7f?_dCOv!r+5UYK`67LWJk5$dv9v`Rm4Yf-d|t&q@l7K*8bLW zc#WxSG5crV>eiNP*11+1jB?`>`I%#2mvXUis>W^!nlD5`VTxH7d? z^sFaB`lY{9no z)x%Lyh0y*re3PNL@UzojN2S^onn}lK%UQUw)mc33W;bg8MLS!?uD(!T8*x;h{B_hW+NS-K2WfMQiXCB~hGiZ=<-?nb1Xgg zLeHYGeu-lmr1-G9uGbn;H!qf>;R7fohkHCV4zl_U`)2+3Ska_)STBRP8E?-J>NN@X zkxYM|8S90{y$S3tP#YfXg`+w88kYRICi!&Bes@O!XkgWgA+N~M?0K@2pT+WEapZ{d zUipzOF3PC}GuQ+DE=zo{XM=8hQM0Ow!=}K&y#pX$l|-)|Q6Y~FHUt(t9}4G_;M6Q2 z(JMJNjAV=61M~%BLF;GL_J;NQc6<)5!9D=bO<2vgQ9m{rCqDl*D*svd$W2`tgJwwx zN1|f`4mIGjzf<0Op0rmPlqFTdT8yeLmU9oZlQN+{Uci)KGgyUG3PaeJjycs6i+Xlms zmUzCwn)%f@ZfVN&-igtap{xQIzcHtF-KqP*N4L3k>jwO+F8fK1Bn{0!t}QbgFE<(> zt#vU%*eBsG>aU%s7#EA%emIWa6tZhN?Z<(ZSlmZ)EMhb=>ZHxm`t z#RNcEp(JF#3?Zy|ho#)T+@Gx{%Mg8=8^CXsfHPG2+YSKEfmg3)u7Rkz=bemWTBGs4 zZ593b6FEtB@$D{WC@76O!p|-oeEW5kr`yQg`uSv8l9r4IsBAzM%j&WQb#yI0N!}Z~ zA;o62avy`LcXtVx&YHY4wt;?)XUEoqidw{ao67jdXh7WSLU9)|N)XDJs`$i*9bZg7UxuEAU>Pv!~Q3he-v5dxt1LP1b*Da7n` z#P$~^hfzF|4}@$t^;TnU7c33rW@r`}++GwSon2c&a#*RMiyc_=^)UAlxbt*e3CVKg ziCObT%9S~qAN6<`WmJ;ywgHNdiDCViHK>xfvy4$iL5J#%VNL)mC(D1vk5L;!KTgkb zw3opJG!EQP$28pymIuj!ddiF-vp#Jk-P&xC;HZr@CQH*@OjEziG`F&Gx9(X&rU9g6 zQfhasymueM?hP(Ft$gVCORQ4LZY-rj46hGTud;EF_IIg+R%V16@d0|!@FmP{lU7_@dqg;v9&7SDtT!>*T%!VPKBNd;}DFutl<7TZN2qr8q{8>`oW@4ta+`;SKMHUQAiyQ@q7$S<-t-!utqrapExkQ^P@Vch^xO?06_?u$=l z00wEJkl2txsLUhN&A8C{gM7oU{MKBjI?_Uzrz0JQO+xghniF6j@~XDLIyiF15H)7W z=WiIM2lReVqa0=zv>BZ$8Y+fC;g~^G)fdbstw&B@E@xw#>MAk9F!q-{CvjMKf>j9o^iV71OJ#`QmeVxH%AU-iIZRc-dmj;VImNZjji| z>yRKHFj0ib_^RDyyzz2@7RpEpgp4|$%kdjINWqn9sd-g5_76KYgqX=e^t(oxSV@ci z7;5!w*D?1i4*HRDGR$x;r9ZHDMIC$$peE@UZuDV#_fLojy=Ajc0nzB&5S=S zm7vEsRs5K^y7|Q_ligwD=B_Z>RJ+DeLAfbBu*Q;%sOstKvr#qQ{RY~F&tE=VtZU{8 z&cOq8h_6E34$9=u;b}!!`=Jczbn9a&S2C6RCdlvD_3ccd3MF_ps60nkuv;8s;Qb!6 z;u(_SyY;npFyEaOu*mAvO@m`Zjs$=UEXcb9>HaLOcCF!Lne< z<_aRRX3Zs&>7<0L#)hB0(Be^#ltWx=lg?1cjmF&e%?EPxx@C9xx9idggWEuQU$`1S z*L^I+T7Q>`oKfJdXkIfs?p{_L!Bs)>Dq-*a(Ac}ob&ivqW#N`|*0JjzI$7GnihzTa2(sTrupwHs>GR@^~ z*n?%oGsv^rs&eP!lnoqaDGfK6?DA^!`P2q>F1oq|)$r);+;^p6eG~p0KljBpl>5Sh z*J``%PxC;d`K?>-<_G&otGM;yG^kW@eaD{Q%{X|x%fi1W->bSl;r@!FT<7Gh5w*y4|iz>q2$e4#M zA(B54sXtt_0A2CKfpeJ6a8L3|dmlr=4C@u9#CXAmhCcIN@0t(4pw|Jb*YJe(V7tSS zYM29O>-W#te)6AF^RL-%-?EfIpgU%=ma}-=j9N&&)5suZ`FPeC1{TgOY zgj#gl`uVu=VyHE>cCnL_tL8T=%H<&S%Xy*Q$lw) zZ;|7GGc4UgNImS8`D@=f7V=PJ{`QxIQ7lWr>j*kl87a&_Kh!Hy{CRV`u{82)lIV-N zWgflOy-;9ja$qiL6=a9eIN{GwIAqz`grwfGj0bQ%Uwf*}r{G4m#{(2Dk|P#MDRV)- z$nHkKPZdVldYx-!v{f-F8m&=i$9}lcM^kGvc?J?KhY-rqD}>c>9`2=YUE_pM+4XWK zt_SS^&G<+Um@@M{iIbBq&m)o{#hr*)KKsC#MHdx#tXoQ>TV-m#R{o`et>VRf+x~zb z2cDN)0!hpVGTcx4RpVgU%VEi;vyv4yTtnhDZp+Guw+o}ILj4TStPh!!MW)oziaOhH z>`rB_Mz+;m6DE;VKb>haywJi`u4D=gWC4{Y2fykbrE39UV z!rKb)Ea_0?dZ)IoiMgmkZ+$>MF0D|Pl9B=)&Gp?qFKiqinB-cyLR8TAnWIlew{N>o zkjHoNJeo$;?D9Yh?`WQpPTMY&@X}X4Dep-8>;UY5__IP_jwodHZSQ{>LOpIpBwmh6-a{%o#lJ52O=(0pS zk$mZ9WSy6rpQ;8CyJg(4{~`WykegkxzuVFa4ewft?jctQw>Qhd^Q(+h`R!>imYX(x zXP&|-^EDB-Osoi2S&#LjJgukNn>!38q;v*aI(t(!+r5mR3h znw6j7bll$2F;lR3r*y}P-pl$VUt>a{Vk&GLP9*i3=-V6Vw)tek1uwJC_2#?;>%K1z zACV1D*e%&A0KNI3n+0YWOYSmDJFO4xmG+hHR*(}9MlR9ii`9|J_9J)X{hOWP+OCt; z1rfz|$N?I)fNZ^;uvb8}&|`0pZsO}*N}(STa5v*B!X)JMtnF{oG|>PGcm8yq3+9zdW>n9h@^)Utt=fhotx=zAn-JAR)&T05(iiw{ z_{VOZ;d|-#OR5ce3(vozbR%@QJ*K{{Er@JO60$oq7nUQWvl17?P#c_VZgp3^hNQ+9 zkiHRQi}vMYt+?0AZLv4z69dUMBaMpY)_uNSdln9uA&V_{$#tSX^3j#-f6T2Wa%SWjogn zh*9kb>kV%5m-GV2I-kw9n3b8?&SS~%XB?LRRckdTBVvnPsRB1vyX~zTS}3YDAg!yz z;x}f=Gr9kP7+kb&g&(6FzVm0C{XNk1{I{>8p99vi_ll(QlV?R;gvdLhZS{Giw>qvj zk9KjAr%miwb9Ore0v3J{V2u!c?OG z`1;fefq|q&AN{eFFE9%9_M|9`+8)DWj_(1%r%M_A z*bARp?b;{E?kA}acr>+*2;UI#9PXv+{mfHM%yU~FZCe^FoDuG4@RRjfS-nDK!=`ck zg#A|7?=(Mf!nqZ1iQJBUexy6WDF*T-Oc!&3>)f#YwY2oyFBqOPgzW{vb9L2ZfxZaQ ztlzZ}3)Ar=UM7Z)O$Sl~LtyQj9^jj^9W;9C7ix?2t0$s)4Xs_~yHN!Ns{go8B^|PUnKOqST zViN6F=5^BNL#@1Qpdz+-!<~|IpRKrN`9L2K!DE#X?vk(TYXb_wCTA>{$dAKo9@eh7 zMxsquY833gr+Sr-N-Wj^s@7M$`mT7$|5e_{_`F>2*WY4u7Rg>U`UoR+klrfiTO%bT zzFxe?^yW}AEOh=Qtj2azoA1WC}X(zBl8$`ev?!5 zV_t4S&^PfM`Oa5Af!H`PKRM223>Rs6rY9qkcMZ0{T06qv$SIfB8<;xb{*TEtAo~^T z7momG^D(&EZBp{q3?a`g+T|fXnKAmsIL$~gh3=crj9~jBMq1`>1ulGtlEU{)(Qm!;Z z(g=zdzGb?&qAq+ZHlFC`GAJ_&g`#W|ER*`Y*5SP@m&KvwcGCW-bS(LmMTd zR^}74<^K8@>6kC}lXVM|##1D9B*?Kr^av;iHE0yc6SU6soKm`BQS{AP#-i)_ z*2N=R#i4omqspxKbvFyu`h|4H6Geez(w~4#u~q+;MX)*M?rYXWUJ)ZTN~3Mv@eE@x z_(K~i$Xs%t>WR<8Y5_JD@m&*$xk9_rZYNzKDn1J~cR0Na81F8KPc`3n;fh#?FVZO+dWl3quTTZ7GkX*5hBJ{7v^X15Zh9eo2%du(7J&7|EK4g$63r9oNa#vlYp$}$Sa z$L%Q$=cgHKc=EGkvg5Feb$EVS{1c*_T=xTj+Z-&4MoOEE*E=kcFEZRXm@f(-Eck$R zmQ{w|M&{qO1e8n#xy6->ywxC06We%E9Saz7LH*^HkycS()Ly?Wh+pzdS$JZdqnsf1 zqP(sTb&qY$SHIfPQ69-WbkDn#jE62-JI~vsnNQAjqAz73e}2<*KAA}hr)@Ys;P*a# zbz1*__JEd*H!uT_Z8okd;ZUaOJibcKr?Z?_obF4t-U@u4bR(O66BrWe*0#Pn%sT84$HzM z?HdR&#Aj?Wx3eaG&x6P3nSNH}f~7Ie*ss=i>Rv=j4&HprI!Dl=i1(&^4dm#huXWKDGvh5acv8L=idKyXHTz7)yDC2b zhFCt%kLG?$)+1ZYXt0cb*927+y2I`GE_7x;Smy8p0x_s(23NCN-*M35q;6l#9mZ7d z{R8h3UoWE8rKUU!#noglq7hIOez7yEbtr(MhsQ&+R|B~=2-gy&jv`TuBRA~yoY&q- z5pJsL8v;8=%v?+g<(fD~8j6_!+21*vy5;qZxy;JdQ5${iS%S(Ud-$R6#$#m#{fcZH zU_2{J2A1b}85SAndMz{&A6=a$W<}ojx&1qvRwn1OvTM3wC%B-h5x{WTGfFES1!-y} zOn$lb{|Io}r4@mahH9`v<&PM@td3~#>YvlEwtnD#Iycvc%NgozE4J$UhU1p-)j&26 zsLs;uQQmd5F+L%$Eg zXP2%P>sPCM9I;4y9Eq_)cij?)G*^JVY`swx!oHyGB%PlBz^njsm*Kg?1`=C&> zlRnF+URF`)Gd|Q8QQ4^k_~eu-P9wOn(%R4(uk&0_9%uaAASkK7D zrM?&p1o|x@DtM)?pAm1aZs%ZuE)DY+`?|%4^<|G=NaLEr`1G*5S7=_nT58HM`XsB2 z1k8Yv_ZbgE+WQ`WYfEgm<5J6tfbfO1WJNfyned??MtrCD;|Y=MS{2Kl>q^*1@{Q1mr7>L)A~o~{<0w>#TvsS-_7m5 zyPTx%Zqfq-%ldFcxphF&lek;AcHwt%g=UGi2*91iKlMGcmbb5s2wGGcq*xppsP)HK z9X9kydd`FkkE169AG;$NWDc)A;^{*xmCUFYN!420F>u#J`h7`&^f$AL>l6=NT4P|% zu7~*MR9c~W=<6AmH-SJqYd)ik0;xGKVF@-J|U=+m2&7yS6uUqY}26Pp-@mL?lC%zEb<@3fQXk zDq=og97QT8jOaU<`F)pI)y9=|8iWpwu-=!gB>Mg|sVAHXhiBbMh`5dtq!3bwe5Sln z2~yJsADF;$E}c*Ilj7!6>k6LIt_w(c_U69i89EQHiUT|mpPoU;7x=65rx}7p)bOt3 zWnjIPM)rO{Q-w!YY{;tmPzx4BtQV_)cmfMm*vmZTz$Y&a^zv1@gr>geDm@_7je5G^ zX~CyowIT@V*J)B-e44p($TS*9Kwo)4M!z3WoE|dJ+o#!E^We2|Z*zO6bm;`#3k8sm zg%t7gTBMoJez1x303}Od09p97m)yhNY?blO=BBCibp|B|t24SklF&e#cFgv2$;>YX z`xqC-$FmzmxfHvE^iIp~M5W1ju?8-A+ISq$nZSo9eH7~~e4FJvWPNLAp0R z272W6U_QmeyNcEFu1;1-17JFQc;(&%RW|f|zl^FRH$S#fW z>RmN!F4F)gnIqo9YN^R2$2`mT6!5Zb6kr@&ejk=J;BQa*I!FfM7bN#;Y+Wj3aGy=* zs!MH|Ma}nGc@GDRuGmFf^oz)!L~ZpIS(qAlJ*2?pw>!qEJdT1Lni2QUE`S85?UnIu z2yiOKDJ^K)0fPr3%yNP+NqQDv>Ohzd;f;sH_mF&~J9}9WrJTj}M>szkyTzJyv56`c zjwHX3zU3FcxcC?^_y+$dPW2v-Wwr^CiiMt9H1R6)0;~V;EPb#b&IWQg+dSZkrfVkZe zEI97%Ps0pps`34B<)!G7XKr2ol9dnc9nPA!H%Ywr*@x?vBa%2{>^{gDYILxi6R1X;gm!${pI`2Fs}gf^{UlCKd_1jCD6)9alq!4cEegQ?oOomlF|3OEz54g{zJ2Rwadv+%<3o zO6*R5Z=n2?jS6r+`IyHW`n1q0*hE%iviP&%9QbP@cbn(2S5b;aS|DbzzcXaJN$PN< z5q5@nPpOmcZazaJk%ZE~w>o3hpf_#RmXS02h-^EOP^66}d^RYHPvqIn>i~?p|M8|u z=mYNce_LP^5zx& zy!wPt$lF?yGp25{LCzH5o5eLRGx=mKuFEJBsx0C7tcQwb=c{kB4MzMg;U_Z94`_45 z8EpNmn1l+dn}fsl`M5FipW?sKR$BGjm-oitQ!sw|kso^ya!Hirzr-c@!%O2gEnp}z zT2;$?bB7eF&IZEa?~bXZ#-2NxxIUxtD;eq;4;v>eT@CLX14oQu%b|Kr_}dJ4^E6Hl zW&@(+5SVwB9qP-sPoh0TPmpDa7en2SXd5PMvCyuLJ}OVG z*a8_H?m+5xQ`NWYVeN!ZAC?)B)W9g**lazNX9j$ebdIcX=UZa=BZpsTWZ#rjQ2{T} z+vIPMxf;Zf?Ps(1(v>B{G-1y-Cb0&wmAS;=9qy{fu7x*3^^ztc96i76<}g5055b+) z-3=Vv#alt+S!fZ?lJZC<1MtM3wxoOtS50S0&|^XGyp>pmA?Tq{Yf=I5V4E;EF>*x! zrBG98^=vs$HR1Cp5%t=L)Z8JDyu*g3swKPp`3FO+xVE^)0o^s&8YLi^@%Ug6vaCTq z8O2LYV_t&o}RbF*ZmQ63YZ!sYSnj+Se($h`sSNcj&>5P z-}mHT{L&@jf`7crG@1Um8@+``{8C_mc`Dq zHycN%ZIG(CNY|+%*kFD;h7yf4&X+zGm_;kp6?61Q#6HpZdoIMYb493Kj{WuOc7i61@W)|0%``~fU|UGprz^2<}|5bTwHhxpy=6wKezoWQx} z-UXvk^h-iKwcPW84CFH&WR7w602++~t8&~ozMt#us00Up_m z{QW++$eRa{xmTe_$c`28-Jp%U03Lp@2ND-bl`~|(G>X^rW;}MaI=U+&N z|A^vc?tG^XeWFkCGm2DYJ&5m z!z$vd6>fJ|Dv<=sgN3LipOH(ae_DtHz=+bm_mhlqhs%6e4q~yExqN@XXor?d?v3?B zU5YElz^T;(qU+12{0250>8%?lE;C;$jEsSl0qNqA5_p~@r2o*vcDxCk|4=4A~zNk5yOyW%;8fSkGaCv!L`Zd+{ zkM=)8fB|d$#L{}{twHh)ww_t0&!|5$t^RQ(n&L%vKZR(h6z({Ce()EGaX8};`OoX^ zAGaj_Ki^#fZG4XcexXervyVX=8_zcURlNf4^@l)Pr(l2Ytkb#cF&reJE(b&#yQkg0 zm#@mmFxPgU`~RhZ^Uq`&hK#&)bAM#oVe&Nb=_UCIeh1|>P*V?TS^6A`C&-~3;87VI zsxpZg4a}$C*nD7AJgJ;H+3W{uN&#wMzx$I$b+{VsP2<_#An0ijcUP;*Korl(UtRRv zcHa33hWJxV&}mc4HVM|;b;|nysnZs)dS1U)XOm1B+R5zKkfdJ44Q4&gg!+{IdnTX( zsJ@wN0Z-@B+jAe!wUVgmygX$^_{*@+v#~{tH2_dnoxCMu$SoEfY}Zq}*ro zV19SG81br8a1+#x17vnzrgCnv^7TgSC<#ZhC2ZU)#izhuya)IyD6{{jRcK(9Qvc$n zHD33U1RJ&Tje2t567_&bWcN!r(<(AkaTP?KuSZrYK;=F>Zpnv2BUyMsg-X1?X4PC6 z-*e#SRgGS$H0yjGZP$5`{brSXq|a%)h^iwQzcp?fp52VINHWWeloWFQ`SW8~vfqSO zkTcM2Up z=%^T^4=qtP#qgu|bZg1ZOS!&>EtFClaKGygi(Y4nkI}gFu%ilV`XPtm??b#NNX#%$ zUJR`ORIUPO>^t{v4Ej5Tu)uQAyIl_QXumlH}};QvPF64is&iBhsRZ0Xl7ykUb2U;3RyN3GPD zZ`f=7`Bb(48+Z_@5NtDr13UXJDXBbrMHkvTB0f|p9;bBkp38if(%jbs;T6)e7i7*5 zQ2C!Z$9Cr5{uywCgpJB8^)5S=mptR^iuno~i;v0P(Kd}R^Qf3 z<{?+0B`2>_E^xohXlB7I#obg+i1#D(Yo#3X^Ls|0FgX2PF1#R~y{^Z1;cB^+@woRB zV_oiLbCOQ#*pDO^TED7Yqx^H9|JnUA@Mb90*3Nv)7Ht#CC}^!yP43WmQs*AMoKZ>0 zK%>Co_DQ$eKB?Act_#C-pI`ZI_EyCaqSmE5THoHPin4V+I6!c_UsX!i_<7y;wNlM< z)4!2k`^ymjeb2-TuFN5_7ulJry-Gb;D=kk-k_ngOMs#ZC1bmK_HU*_ zSNTl9aK01(haSsEWQji>zYKP?>D42w10oJM+1!wzd=1anE{;fW$SwcyJ4}%56f}X&48M2tL!*nlNA>!eb~`}oA8>@&0;~C zx^g6Wm*r}~>kfbtNC{)CoB4!pdsP@68v}veUL?2_`thOs!&8^`*$bv19r(OB{*6AH zFJ~;3{Zugmrtp?k@-X&=QlVY7Ao|?3HLlyCHR|kQCff90%2{C@1H;}fF0JnsMhl7? zj>-<^mWwl>T<_+-9bjT0z(ZJ4)7a}K4S-})l;{<7|E5d+GUve8Qa*9I(CWPSy-|+X zi&l5}o3(J9qw&lab6|=g0KCrc?xDRLe#eH&#S2#tekNn!6VK_`cM4$su^bXnf!ZJyttt;p~BM9lR9UpY}!SZ`%3@IMtW7=hvK@ z22Eh9b$zEg<){N{a2W*Xtlhq`vBp&6mP4g;^eV{vECSmjZVr&ZDP?oiXl1v$0;^sB zyzhQmALN+`I5^8&BE#&V)8oyDKw55ROjBvH5&s#rrHB5~>|EE5NQ(Te6hf>Pp)ml+pY*$vJzvz&Su zr78hfZ8z_7z;KXyv--Jd>Y_6gl>chozpa0@n-{>PhI}it(sXO;7J(Cq_L-27UoO6X zeDD^{IjT^&^+UE@<4=yX0W~kV{9EKsxhBtE`1FtS`#P1^ohKr1fO?Pa^VI2m|AycG z#qpOyC4XaQmS^LgBAwhgeG!=j;_shsFi>x)Bd$@!IG%U(ICYW(?#kkiVe>zR^C1qq zF1@{uz(r49cCp4Hp0S24Lf5 z1_+h9ffk?BPVXd}nh<`BF@KD4(*ii~!6vnNvT;#F;M8e8bM6}vepr(K7#7+#Sk24N zE;^?+KH%>_v69eOw^fx zL=OB8;|Dt|=+@u#jqTkwej{+=Hv(1gsapj^j?T&W_1Xs3>&5iHosAy+Y~=k0cBw4w zsrwi|NS^pXqQg(we+TKmgLL|Olli}ICEd93Jyq7HKTDY@L3I-^D>-2wEB#~&7Ca}x ze_Zg79!&zL%C}wjfZ6^%hl!&OyUg2{z!5poR65J9~q1ig54+g zpLbu{IqzkY+GsV$Kz;(Jw1p@056?~i(B(^{`jd@3q@($a}r%#VC`J|@q&b%N|tRm^*@~)_%91KhIC>2Kg!ZN zK%^z(oZnohBq&v&`%hD3mgvuS4*T4mv+;FHL7&rq~F6Q{;=7JlRWS zp^?^4T-C3YA;9@g7Z|EHO5lU;+mJ?s#tIKE@D!jZ60NZ$_}Bc%3|>;h@~;;+jCjm6 z?52&rQ;a#Wp{|r1Z=+X0^*IdP?6=p#Ld&~_?g8z1S#~AR^O}5UJD_=d)W5)ppp!oJ<}R?@aN z>1^)dGE5G>!iTEPJhYFfGm<2%9x-PsZ=+8jwhPaExZVdEI9^~_FT`1|9Hw1eJpog+ zO`*6VHtLa%Hn$BCxpZz?#Q2GvbJc}b@c+tlbxPCe%)Bs5cD@I*Lyx=}AY&sHmVM3m z8ms0z3;gdr4W>KZwy#S-WY)bh68W-x7&8Gc z76@k)EZY=ynTsW%xjEYjAaCsX_PT2jy@sf%7KM0F7PlRxB=&Ffb^9i;1!64+K$d*+ zRGC?47d~q`;l0hX4NSq?k3BkFQR>%zk_#(U69lO!-T#>x1Lb-aD!G(%T^YMOPgfIx zFK*zy*~ZX>CfJ?|aamQc3{a8{j1V>ZcB6bTD#X|cX!{FvHL%=afjhuGB#tB5;|Jh9i=P+T zTOMj(snp)_N|l+zu~*o6*{AjXtg`Fn2Zc&(ZTA3gzpY`TIjj_u^GMy(eA;)&lP=0) zpmO%Up4hrMt}ap}z4AEeje`jAbRU*D_^GkW*Py(-I$9~%&f=vskVRnC$nF#n{`dxX zRG!WKz05R0hFis2Mm5FP=SG?7`RC&T{aJ<#I_$;kU+ZTg#Jhnk|B7xAwNJqQe2SkC zs8dugGl2&jfG)9>(dI(yd8+sSdPID?7|<-$;d6nnaX&qd{{=iV0>RTy0IHybD+4*~ zkz8z}4>kcT99~E~Vw$X#aeS^i%}`30wl~(PoUXwz9wD*ab+79&N0OxiA#@cMSNQ=` z&1F<FbLi0=637js<>%9-JDl`=5 z_;PHKAyYu~slbPUNAFqc)(5&!{R&H#9T|veNMOV9uJ~NX^~gt-ZYyN1Vve{ILb9DX zY`Dej;~P|zm+ub5A8|Q6(M@EnQ#J*HL}(?OYyqht@`yI{z_}R7tk>$1sC8q69)<@ zRD3Qq478cayW%_HIgg4|(Is53=#R*f4I*k16sT;`jlu;Gvs^4NVujX!iKgDXsT}{? zivCsmWFt5%9$3o`d4pXQkn@3qww<&it%HPv*`Wv6E_%tkPl$Fl>`yE1R!{M&vtkaV zoIoY`d86%xjL6z_g}~Igj5fY(+v1KsA8(ZSD>4diLHgRRGxd z;LR8iOB4#mQ-@Gov5)4_k9WYP%OlROX=;7>arY{fMWDsX%g|4Z1esF@xqTNIk*REQ zf|6Wj;fsL=DJ$iwa{a((h>I4mz!iYAa;bf}p?xJ%i@#dbKB#pN^d&Z!j3M5pnCI5Y z31Fe}+60(^XIl5quQYab$<^6O&^#Ys*EMgavwP7eJ@T`0ud$Le62~^*GCjZsG(>QJ zHB&E2y|gJjE^yr=#FxPFy2zkxmI|=~{GmOM`%PNehc^Si~9Y+wr~o zT%4P8yRUs7ggM6?<3D~m+3d#3CnJfa+TOXAbcnbHGShx>>6q9sm3$IoRSVBKXp3s@R0O%m;i?YQy2=9C*h_YffV}l=CUv#tmj;LnB~7vlNnY$*6jb84Uix z4A3p+R=MM)+Lzw82*w!Pu6smQ=}d$+Mu{a^pp_{fpkUJpX*z?w=&vNAP;}O&-hu=W zwLjUPEL*HAoy}CQ_NvE{liBUU^XPCTw_&e~bym>iR@ADD7@3UUQ?amQ1f_E?gk=g_ zxce4ADYu%DE=}+Y#w6^)H%RZG4S!(KWsyZG5Dh+!)Is=&(zaVHhE+BiH2gZ`r zP!gr8SsyH#BM#FTk=}8nrxE=i)UZ;n(|EDxVPdV!|F&Kv@TP7l8}+Xe#_^y`ZJNxc zSsZV)aUE(8IMV`aZxhY~Jl||sFJKLz^z3eaTj6|{n3VUGB$Io|IgqoJlKVjG6xgD! z#D1>HQK@~p=|bn5Gt_HpTr_ssjU^WHO|wA+)Do^p^g}W#b4d7ne{?$8^MAZhB?+oz zEXQrnRbbL#dxDI~VvmuG7XtlVgsXwPd7YJzimZu^Mf7W>&WvVjfYnjuBQ>^FCUf0v z*A4M>@BwrEFbBvK^!Cr@uo&$L#f8AWRE!OWv+P=93e*I_@#6rjIl-Wt6($AyL>lKq zUrj0qnXz%NfP>NfwbZTj_y28=Xp&3`xM%H_kuhpcwWJqh;J+c z5z;@yprrKYk;%m?H%k?Ud@cEEV}26GX*E47UUT^5H8Hx;NKFZ;0(Z3S%b=WSL58CO z*Ru1WsaDu#Eaw)Y(RK8<6`pfycsfJphRdYQeJE}@h9^dSo#`F3HihNg*B96l+0_3g z!vNGc;2l#UOJ7oK*LKbIeLeff%90FP4_jOe5eV;*N2GLiTi}gZnSX*gyV7#ATe5Wn zMQ>_Q$OkhIo$CXTmTYB*vxGuEU9bO+(FmP9X}t!^N?X6#(dEU;SDeTtl-7O(N2>91 z<;I_rD7{Dh{mv}xy8b*%hdG5#GOBL|zXWX zU|33KZPQRNMgcDe9#fcpCiklNJYuR4>pFl^z%yQ;V2B0!{8BRxHDeWB{@j<9C1dq; zuWu#P#oWQwB&w%w3C?><4S!17ts~{RB(4nt^p;{ZdYCL#(dS%2$&?A_vggpjU zHv20p9AwmXExkAp$@(>huS^ojl!Fx_s1( z*v+fm3=KXo%xmvwuv+&48bV~;GjgLKg2>TSHj}tH>*|rc^Kem36x;WLx==VaiKv0I z6aG>#j}f~7=7XmyUxX%}j2+@a(c8(sd-HL@9#LxObTSiBM!j58VslyK6m!6wIUVdr zdtX|B_hj)IDHp%%UyI2N?KW|pOToeKs2P<{?pfn@@5+|K0?n>ksw`SxA8vtQtnQgRyD|@MS zJy-pTZ?MbTScov0;MewL5R=Nt1GDJ)2PRn+{24}-^t@A=wbhu;K$%bFW$A}iP(#rX zB|Q1XRx}th+!}U`;9#hpQMg}-n!@=!If_O2{e5QJ-lIeuo$} zw%uND2Rt=p(f`e+>+inUP?_(#KR-PK@g8mZbA~)pz+t;s%kpl84NT?uM37w1_U1eG zk;#PA$f4|()TKi5))_w6z4*fu@SMD$f(-gb6)*iR0LL?yw1>Fn9h!x&S>m?)`(1p> z4FiJ1?l9LZ1$ZgwzkX!}j)2Zj(_WqJ2!U8(riY%vYL4%7ilS_{t5%+Wq&GmFmVCef z-%q^4zzX3#(|}uG{)a-KDHXISyh-G6+OlzVHekw%_+b2Qsm21APhYS#bJtekLtG#JA|20vy^i!Yno z{b)UIHcho#ULTrr8>aE%a#k&2f$Q?KXT+CB->kiRLKOY2LRy}Gu>DkwPn>TIGqv`j$|HiQE3qKTnCNSwE6$PiIv;FeJRd8sp-}PovL-&bMa>zdv81Y)* z$?GI?x8FDY$}j_lG#Oyt-%lfun(48xHeFKf$nMjPXKl(~aE+g;`bq_DNZHUNu=BO2 z40g18W8AOc_brl+5u4KSV|9nY%dyJ}+Q54t211M9#Mwn;S=pEu7IBIw6riNBY`8Ts zq_1~#Y#j&Cgh7M5i`PKa#l(jtw)c{F6VF4!PkiuP1mSxSLCBpG1A}}!(;8`pu!V=O zxUL6idyW8^k$jN6Ifp)S8v=o`zNl7OdhWM7C_NHnfqoaJmLxx`lMB74i`NJ|qtj8B z5n#HtJ!pebSdl~Y>;E21~fohPZz(R#)rSFdC;_J z_EfZ6u42wOboD|~jViIX(kXhCGMwihh|UErxP2PtJoYIZxDj8|0bSFw@y7wpp88aB z_4^w2wo4s{NA}vei`5oYG(zwqr)i-)@fnNwbn%7j7n=UFo0DxM2gQcvK}aKyUp|)) zsQqH~p28pCamhfmHbUk!JkGTW#?i{MJ)C1nRVtR<|C}`O3xxMZS#>jP{Ss+Jf7I{` zp*MR93~`G10Gucp-~x!Y0d3XOt)W}EQW8|IzI7l$wpMtoA*;i}LN0g7ZA_?Zek>j} z!`CCM0R9fJ$_s|rb>!+Ggy&1%AS;!~<%l88ZTb4`jH2Rr(QLvFHT8A%I23rzRou?RSG zvk{GwXNHFLL|VN@4^#97EPp_=&cNZG0>^e%@HBK~Y6Y%Sa^<>P@rqT7aL$Mh4Az0n zOl;VU1ff!_OX$C6e}#P19vGFILRxQW&llUJCS(?3f@axD6Iw*0?E-}$@$1^Dex6z@ z{Ct^Y5|nAXxdzzwmlY7enF4NVhjHjkOZMuUlYN#iW2sd|syiM#@n>n*OFv=krM+07 zAzq0tI$;9O81G&M>6JcJ;+q%#FBy2$iRRU25knMVO*JYWO?MiJ&)|@j%+~IbapvGc zy`3K;9$}q+F@nSO$!4G=zug-W|LoY&)$vi@L>)bbO!1eOdyT%?Z`~-8|LhDp4yhcv z)$3=Q6!YUIsB6`OCk}Z|mvW{m!a|$9e0VU=PJ>;--wNFZ;UcBMy4M3NK5yqjM+XkH z$*$FC|MtsmeJ8ciZocpvFlO5KsM4iM{LW|j`(rh5my*1*(66&@tlf>o2{G|x#l1BS zkb%iuGY@zaZeWL zXR=yVAvla>s1v2z@%z8j&jOdl08{q|9sNtFAaVGfiU+|t>~)x5alkm(vaP>jQJRL6 z0B_{=4b(0>jPu^^P4Z}P;d`Y`V%4V>q*3sVg4U@Q#|%uWw5h71XF@2n;fzeV4A|V( z4fQ*d+r?dB!}ZLTxgTlWxA;C*fH8$)S!mg_n14M%d44kd#JuR59ChCJELxf_nNfB9Dv<;jmRJMSe-qv@&-_17ZZL?heg9Aev?W6JPKn%) zWA*D;E%Vlm-Y0g>=nIYXOI=NCn?1dM+kO-t-J8m7XUn0Z>Ko`nwsJE=xV@%{JroHd zrj<*PQg0dLGx%xLTw6YZ2iW3R#jKm%0gQTNAs;D!ZoLU@dMevr+JdIrtVdvBcyO4+ zFqZ90dEMuF3{E@vl~u=W$++3euq#E!wtxO0TIjxF`r^P{i-1u6fvAU@-+$uhmLCdX z9|0S$RqfNpmE+8C!RN$fBWWJtKKHVzTuUwBK5@T=0Dhj41sMtb9T4CkzDg}1d@YYk zYEx5*k3Mx=Xm$r;TQXVo!NX^KqapcU)A-kOnU+-5uZxAdmr4DqxCjnsR01wuek5$I|UX027up9KYD*KrQ*xq-ocg| zV^D})w;>}=WxH@e#+YmFC;ODSeK7Prc&yncRVK|5+Qu8%s~rNKI?wCnv}$>Wop+u6 zT|Uv(qphxpUwJC8CWjv8939tY6dO=OuNUkxEs&yKLtWgS$tLCwbhO>g{D;5z(0YgDBN~dJ2F^6xxSDrxF0j8k~abyO?94YDr?_#k_;-!qMuh{Uca^#Dlbq zDiwv0ug;(H)QLup+1Or4#P7t9vPkG980`zd4=;aw|5NS=ANY$+UfU zgAtN;_)6{1!^T(w6t8|z?*R2tT50^|C$?2l3P7q<&4S`No5b6?{A zg`=GB?mySq#H_(4V9_xLQ7L7AG;b^*$`a&c0HrRmSg0!{N6nTa(}dBbgb3pMyF-D( z5SLERYRqu9Vs#5-t4C|omul6bWss7;a*38XdPd1J1#4|^|2oD;^raeOhj#~<$FSc5Z!V|6?rY9+UCwKH39&! z2S=0ZJ%9n+<_TZg=szi<9lDrd$zbN_j@U*Ce!a6@(7X#S@}`)A4VBupLxAMecEiPI zQ0Y%9+jcV~Xk&3=K&Y&4(yg;jj!i|EMId3lV$tpzi-f-h?sQly4|okFHRWczOAx4v zCSaWs$vfADSkFnPntSAx@1MUCC-|;YrrTUM-5Xy=hXz_6RDLP4F)G&e?_-es#)725 z`s&_F>OK?O3E2n}W=dh!;=nSsZRrm689+DH=f9bc2ZU!4&L!&zx6>e9ya1>rDa3 z(Tf-FMb+@V{drp2nYN5M`MoY)iMItSqk>POC_WX#W9lu{s>I40oTF}$m%jkbR!TYU zesJ6cqaI>cUXfT`w-O-l{0Nhz7F>^*ETwVK_=O$Lz3kq-=(h6Y?U2#_dhptxog{hh zZrp!8Vx#Lb)jmz=bTIN$i-o3*S*3JheZRZfT5rGesTnkU`z1Mm1h#tVTL5*kF(5E> z*)5bZ+HKY4eor)h0*S9?2$#%mJypg5W{`>pv5Cf&a5w@W1@p{b9=UhnvY!2=g*sDQ z8+jhIZ>PMSvnbeldot9?kBELN%as9CYzEse0eeRHSkGZEg&D!YL5I)eAGbqrT?s|~ zSn;jaeyW(a>3Z$aBPwRe4i|K%-x&^~*=!}A?Y}#L@uy2M4W5%yz>Btdwbz&C?@8GC`J>hk^W|OmpRQs57 zRB8#VgZ-4V%x28eTW2nlCP$(1Lm+(JFpRRgrKo2@5HEdKVuD>t?V%Yj+^5C(w(=zCE`p)a(T2;{CeryCETa&gXHy5d5Y7qgsZqh5E z+cA+hG@SO%NvSQ-6WB_$YU?UtcOaz1v@-ySKB*J)7*)sToTwU{l&Nq@!*Gg=`fY@@ zzc4-Z56q|(&iV-c>IYbR^f0K#ds&|_)$uK}fUDKs5agkaUp%Nms0qbIuRWrNVJRQ^07mRhtRLtt~eu38W&e4Y3{?o?*LY zNhJ)zMKhHpC_PbVLvb$^$lAxU^};i}O0_9%0S}d!O`w{42f(l|(djQ@I36Re#TRxEeqYdOw@z_-KC|+L zd-HeG@;2N-*k(0vmig7SH5YMhgnMO?%-5Zfu?w*GSl6Sax$1*)!a9p%V{v8DQCN>N zg#k^E+6`7`z#Z456C;`N-UTQp`3{tcvv3@Eb;QJ%9N0hLLgF_{5flJ-+FEp4NCv}J zPXq}kZEvd+s~1p3jRX+_QpS2DrPlP<4}R%H>y`;12~72Watg_s#1D~()Ozse^0~pt zui<2>uGHh%=0`{d4QWAnJ*(q65?Vu^OO!OkXRG-_L4X-DFdc0vrIru=BuZt5`f-;3 z{I~Mn`Odmg*B428eJDV^2sBW(8nff37G6d3r#KSNH3U9G1OJ^Bs4WrMI|I*JzZ#gw ztTxwmbm&X<+wZr)r6pujn)YSMBpBh)zifwfIyQOSopa+Hz@2uas4}1#T9khAoIf6GGNPMI8mX>?a2!F*P15*=jLleM zKApQVY{Whn0-Q8=x5M_e3S@|3AE=hxs^`@U(i|Q4W`S5v{SEJq{sK!OP&~!{g&YAV zWXk;=a{i_uyP7+uIM7Z@iGk4~mq_5C;gjq_-8L0=K|eETRZ`8PB#a22K5*liXqR_+ z8cFu9MFqGV)X~X^f!syd5z!d`o%Jks>UA%n{xgWkAv;bWJ~cMDxN!V6I5b`-iFE~t z`-08D{iJzR6gi)UI=*g`v+Q5m_tVAu^XZ=?O{=-8yq(3y zZ_G#F1FR=!Z9`#dZ}GV~EFBw;Kiz5>xKqs19Gc$U{LR^WOeddVwCoE@zeQ$U2ePSU zEFfkFUm@`Hi5Y0dx8@=>Fum_BN_^xWckcsS4Z?X&AAy|R3bjA78_>IErSHod)&~1M zFnC@0g@{Pzd6{EfH~OFF+b;3Kj||TGC08#UIg)&4bv(e-WR6rjZc4Gc?ACOw*tj@# zB9Tw>x-JG*zMw|{Md28W40}d?q>hKrH=i^~L?5`~*rHwooL{zhQD@+bFj+h8P#BVf zgOJcVt|>Yq*E9d@wp3CMbL`#QEEZ4H^6WLm$ zfMVVc$Q~j|DUHcb?0~4oHDCK$Sy6rf5F*$zTSxL;lDiw1rT-yE$~O&X=BgKk84JAF zULu(|ha;fiT*IB&y9XkWXBS1LsFoVba6B#D*UD8_sPIz1ZDS4T`fF^jM2>hQg5M|A zNQ!5cg;0KHffWB6pneFe_llhap?K!-`-kQ!Bq$3x|2YGnF2@Us;=Pv*&55K z33CLgcMGgQYfG+I1p9Egb2`>;aF|+{9zLinI&VCl_hb8g3rz67k`)-SpOgd##5T4$>I0yT4Yw>r?Em!SSW(Ppxm1mH^`4Q{jz^a!+$F zL%*6s8$m-K<*Zr#t@{ocz~iSn3bwan^UMpqhdOSoN=hxC`e`G5W4VwPH|*0kAoTAGPmoSR6itF{bnfS}fatU#A^?jle%|Lf3lb5QjuUza28hZS<+lrTTB*cl$My)^P_3 zl)hKvKhKvH7CvkaEq$K0nptLXr}cZjs4Ty58Gc|=8(6ngr}k_4Y5>SsZ5-%0Chf)U z>bh6K_g#PfTn?+8(6ybm>8HKsT#Mj;ayyZbV6)+ni-od*Mo*+~&h$Et19^1<--kJ8 zO10^T#$&f9c7gDNV0UyEQaxHTMw-B=-wRYo)uk|8IiBS-p9@Wt9)#-0fsiH;xA_#d z%s9;JUfz1aflOxq89&-=q>1t5*?F7gqBzv*XhG(Py-RTCwGYGIiT`0h7-|&RIbH z(sZ3{nOl5D63C~GzROqeQc=4(o`0RPr#NOu$WfG^F+%CfQ{N$Q4I1h2c^|tdt{fJN z3IuX)c&FOb)$QZ?K#S9}FKv=o2$Mo3cf(GvcXpF$5T)XT0g=YG2qKSt_G$R}|S8h9} zSI(cuTJR1f)^eC0yV3Bu-c(0u53qSDok-KoT)#*{k6?j(Jy)t+Am{JHDZPb6sG~t8 zkoM=R?EqF5BGg@`?e;{P-F2^FHfGrV9nQ(^Q(gDwo=akO+fh2IFQ-?~9TfZjRP{#a z%P=jMuRMaD(j{U)9}mtF#0C;(X1-4@EmbOXRcx^#c=&81FL#NKCl)30Zz*l-b@w~6 zi)@)nzGTI|l0d!`b7LfH#K4i`SohR8vz;nV*a6*aLj;Y#1%M{u;iDBK`{cKeAdo;@ zGz2Y$hcfYmt^3MvUlOCf3F@&bYve7Q+>e{jv6`{%4Bm-r@F<5%b1Q9I9KPbehn+(| z1&dwtnWyqbb&0%$PiJ^?bxSh?1V>P|VcIC5u?IPE^V%Zl(4(art zmkfN0L627uL53-GYY&rATo@BjPdj|CBZC*lx=xxd;&JzIa{cVe7P;G^#kT5kJ?JHc)$KF*&tieEx+z)k&QoY$dAn&Pd_H4L z-Mk{MSeQvsbzi8FCWP>8xcOo}R6Kof^#`VT=+M9ypkZ2&%*;L^IKL~CQ)|Tq0w)U9 z7S6a?VCmS;O*+{Y1l2D6-g6lmVAQtW?!MlB>W^`5>uSSWEBc$lp|h5r{rK)+aJY^J z7;-)ViwL*5g3z1vu~ZHj%6Gd{YOF_L_(P?I?tpTgf1!0S0a((|Xk6NedQD@S4G8b% zj5Glo7}{I#|Nb^OSb{NF4L}Dcl{}0)_X3#y8Y^A`B410SGta6K6k>LuotX&H6R78i zV7x;*Kk1*45$Lki7&zGm+g`={2+#Xw7bt~Q2T&&q_n`Kay%u-_?w#@@0Ckree zlo2!q)Nh%Fmaw8@DklJ<#*+J{2uhn?2%T&^67MQ_0Q%FMH zwDnwjVcX#*RVUt{y%O@5Ivm9ZQewy`P4Dtj$9bG4c4igdEXOx_Ku)P(<$XFYUvF4k zUXWlDo)Xvu{b{9bT~y%pgLQJoL9SrIXj+LS&`CEf*p1<`)*b}-EhihT4$7JC=)JkQ z0|?!i7DQ4frrdVP42RwLIg4~1aBt2=Kj*y9-o0po=4(`bq~yd|Fn&>h>hoJ8F(@1o zgKr#3^Y}Gcns6G6e7ZVZ8rZOM=P7q_Nxb!Kuqoq7)dy#hX(oUf*N@Rg3Zo#S`Wr%D z3Ps~`ocnuN|0>FkHV(bJvH3ffwK53KRzeLMzx_kg^``QrTxVNQl4E@SEkc;7(|Y$e z6cSSOY02lZ)&Klbz0=9IsPzz&Z||4E>qC*c$*lK5X#Vo$0q<+0IGz6*cwNEs>a|X8 zfev$8N@a}1rD5lKQ*b&5(MaGB$kmNbfrcov?wL%!mokG)X zXRhEf8**s!&h59N#QdnHrtCFt>N`W}#EMqWP1G(1`9n-iIo_#xe6mfw zO3ACSsq2hae|AYB`M8VkQ2kZ{wdZDb`U4i4B7v=?IrQgv@DPYo$I(j7a9eJio^yLC zO^H<>*<^@_)0Pd1;C!aoZGlHUTwIyB^9Q}>_-pNe$$L;syPrj~QJ9tRngiT1dA3>T z(R+&3QIS^-XNzZ6yMyPj43Fau1gs!Kz0_); zB0;FfwPkDN2rGCXTecbclcnIRz$=kbCm- z1K|W=-(5!NirIH{1}HLFg`YjEo~;ljjY0uQ+K+2cRWTd;WS1&NJN>9N-MTTIR~K93 zlp--+m`McUwB3Tqd+iu6-)Da$k@5kxN4H7GXsNyMRA#KSf~YKd5cqk1e%%7k)zLrO zE#!T?LZLG^giS9v=H#_;ikV&!xa}bs`S3%R7-PGz96Q;(uM|?9M>yBf8%AP&(RV6~ zkn1-s+bht0Th_)I?;S#Fy#7@!oGwAmtAmZp)Z}(Z@T`7etpD!Y*HM?fS^ByWf#|hJ z0!NdAYBDbC5PXF*uP73C32u`J$=(V{@2Fni*d)>D~Gzt zI*11LOlk8n(idK8xzj(rSzA^H`GyjK4zb^T}fjc-yacI^wiwQGF!zJ_@Qv_>ZIH)wm0$ydG- z{=tFUztKErfoRF9ik zY5aY}wbkBFp`WnfX+0HwKl>@VoR$A&Vwtc`jyMJ^EB|YY=Ulf4rBnTi;G`BA1|ZMN z4kwR%iy$!2L%K^oASy5k+G^?uQdeIz9Y-aU2{UDxpKS2I<c&059`A&1; zx|37NM3r_Zw2&%GJD?s?YuE6iypk|sEYIZqXK8h+#98M78r_${0+gg0+I8qUnsBA6 z|C_0$bX#jpGA5%Sy5|n8-z)IrU_7z4d5e+_Kdi<%TVV%ee2epW(0aNR8#I7=Yg40} z(PWQ5`qZbl?i$IQ4vxPupq%V=Xg6ECBz}@0POXekiCL6N8uwhnPxeTzq@c<*24F zWI$_uTA{N()wIqdEFpeA25sxB%8YhTOju`Y^ofq3a}-|VEtaVO?ChC}0`i~p8Tsnt z41w}zw?+4s>u{>Rvk~V;YV^mB6ta#ou1#ntCz-cr8&yS-AMUBFj@73lE+@b z|0M_RIlNAIhjkjY$Iy+!k?{q3LdEL?TJG?fPy#_7kRkMO%_Wj0Zbb+w)QQA}mT}Lp z`-E54TRP)-y}a^O=I{FmlJw_-DdKGAA4D74y039co3~Z3meS3I>Ifr0^KzZvE154` zEY|Q!^0~GB>bFrcbSY4LbQ7htz;G+)gm4^BKcgwFnjStc1OTX#bJ@M-**Fu(d@>pi zkuR8mNN0p*?wO>#1l7J1N&={FMdBE8?qb6R?z~KjeHu+bNxgFDE8(gF6LD8bnkTNVJ>&grKjKi|8N{jsS6*z=N`V{@{aeW2-_zFuL5v)Eo1=>2;)~%qEF5I;as6 z>OD@Z+C0wl7vv?C7BrFoD)2#;;a&L2(YzstXnG!Aj6S=tLVVU zRL(vJ-T*U?GQ)xyeaa=x4L`(Sp?nvXD%+&Z6@ZvyKhyVNJ~=yEbQTTH5j;wh-#+^A z+}9B2jCxO!N8qsKbUh4Nj!G`ctm(3Obn1aBDf6n)Y5OJ#J6yUV0h(55<`azRAxLR5 zMXRPLl4yv-DW3WZR!leF})RU)ZjmuOWST zZ$sH|L(Ioz7t#XhH6hQi?f)%d-qgoh0&A>`g=oTs{mjqG(#sTmaroDf8fU*jbB>(4 zee{Fw^sIjS&+F`dR+nfA$Y=))OSA4*i9bC4JiEk)qeZq$SNk4GbS*MsRMXT0Bm&vk zoJzkF1V9}VUu?18VWZ9cM5}Z>f$!nfb=Prr+lsEX*5O$=>j4gnVBLZE>Sh)2hm4I8 zeRzrex)+h{*fz1#KNXiI!!X=y%lHP?ikHJ|ZwV|750sA{Jv?;ysfzwriNM|xYKzM0 zL*KD{;z>2Dq*#1RdQ9HOkJEcrDk|?wYQDMRCr~T(XZWlnz0|C>dp;-HpHYhQa0v7A z+4kF7Om1{KOxIpYo~f5`8%?|8Z#Nq~dAD+Ur&gree9@kWTr_W4QhKDVSZk@;e1Btg z=c(s9hv>DFr%6B4D3{LbIxhC=u0qh~W)8%0Yg)sBuraL~o?j`P3p1enEZwMEG#Ym3 z*J0a!7j?wBX_m@Wx)0O_RRCL`5sx5Ba7=R+fKHV_^95!vW zJS$jMOHHNBx=kFL?#Z5(`ps)$sJ?j2%0r{^00*$ZAmyq77x{(#KEeXBT8H&k9bXrC z81BM+%{yj`G#xD+-)ob)`x_|Th|v8e(3DnJe(Iw+x1Bq&=L0?6VRy732FMhY$sc(X z@ITuDBD)G;!^)byA}L!5@-0B7m|f%ouH841m1E#@oc|#r8g|ZFZU&MJz-24-)|*bI zp-T^V;f;nAqRVvo7T|<(wP~yMdY^uxW18pr;H6jeSPc`*tUvIoWo-p^DYPO8qF~(* za}VL7v2-t6tcT`bhdDKpeHP^9CJYNF`IzMM3-_=?GdNDLKo=f`ytDPr`7ic@QTWXT z`2FTbxaDQJQ~zkKKN0UAaC*|@9QG%J_2&WwS!e| zxaw^Ih_TJ#Z!3z`89E^ip~us2yyzu$5y=L)v!c>q0U5=|FP&edHm%Z81V`#t#90dAa-ROqcC zBu6yZ^`O44-9r0k#K5g~xNOQ5$pzBg{TbizWzG3ChV`G0jZY$HM82RpD7j2O{%1tv zEGX5m!4f#DSaKXHCAR3|{0k(7mfM;791jt=#zgM7$9;1Ei8X=ip@21luKWA5!Mx9- z+Pr@B>5fuX;gr!;n$y4@v-Hje-LJIV>fYI6wjxUn@P!w^>fB(Js*RJgb1&65)fpH( z4~i|pbOFy3vpu;(ksY*(jcBVTMLC%-4N^TN6 z>ePOha=mUPIrA70GEIEZI-5z)SC(^;`r6_zZ_Aw0%L>|owiLR=cXwC`xTpJN+R1Y> z>nVn%nJ`{oHC`081}daMFI&Nln7~pOsB-Jla5DSS`Oy@8ba-QnUpa)hwttB*o?G>W zu#R5WUP1KJ`3WQ$&idUcZhQZpW8a@e2t7@ely8mPU(SL!3nLf+5B9)Da>lLQ6jP|% zoVXM4f{CP|8SjvrpWf!msz&#!t3SoJoh*Yz*E@A`Cmrnr#`Cv3_Qkbz%|@wp;5 zpaZXzDv#fPz5;)eBO#?vI0lx0v%+}iW;knGh40-cdh4WbBBwCF?=2#sfi(G5wBCCI9a**))v~8sBh^43nZ)CHwq>J<9Kwz?!iE&$WHAnUv$TOBkezoVnY|A$ zCN$qZzyp})m)c+tA_w-kXJEgY1G-wAZ^mfY(3kpzFe$WO4}ht-0Ka(Sf#0p2@si8T z`Qy4cgdUUgVL{==UZjvq8B(gz-a~=M7y1&K7h}4vbG=dgRj+4>GWE}33F>ke{!QlX z?rvoWJ)S6pSOh*14xJc z`y=`P8h;Zp3& zMJKy#p~q{8VnHr{J#A+zvV*@j-T!h4DU(>Jv)M0uQgZFH3ciJ-p_y)b0lapAq3!`R zP^wujMGxzTOGMMfJk)x=X2+s$#8lYB?tQi9({((;Ux9B0sFZp4Yg`Wm4IGYRrT*eZ zl^zF69uIWc>52qMehUl8AfZDHLB=H8qd4-3|1JYd8g&DXK5pH^AQh$04Uqr%)WC~T z{qYBEE#YG?_uT|yS~>-IWRkKkDf3XVlP+&5$}A>ySH7MD8(LJ|VVmrvp5NDFhEp>! zG9kulWT>77!sa{fU<(@1;x)F=6Z%c*X)q^$(j~B+n8+Z8ylPYwYA>07eA{4q-AWE^wBWmz_b~-B!;< zoY}pLICVeM=b>ZM$trwh?R-y@3U2YSu9#Uh3X+8MhEGi}u=PDQsr@F&ws7xMsO;Bz zhJ4B!f)NDJu3i^WuXF{W`?xg;G1w&RMBoDQYy?LN%eqN&&DO$!yzz)9Mr98;1KjY3~f~CZ(@vEcsF| zgwq(uRE9pzu)Y&s96}0dmwac5Vw4NM*;3qeK0Ip1qA%Y~1#RXzV8E<_JA|5Nsp_ej z_x(IE2%&R--sQ+nI}Iw;3_c{+ww?+Ksh!!_5z#+A2!rEU1}gwXgGzIPG#bp%xZZg+ zB=q&Z+KSf#KPCmUmG&6Oi-qf(rsTUPkPIh~LQJwxksq&7wd@Jz*m>_fE*cHonQ)nr ztpw_=>v~eQgfh$-t#AV7D!KHgT%TsDCC9b9?nr8ykaaeEm@byB*E#PDYp!MPu81& zgZ(qAvfNzcAhfhxY4F;?3iSoV@N8Bvg_6-~TA408p~A;{-Gm}P_yV20s4fd)R!DR@ zm0~R2D05p#UXEAr1c@NBeVfj9D&}cAOYK&A37pTVqBe9)P_V6Bx^babBc8^}w~T6@ zQ&RM*pLtq-rj%_&=A)NinmC;j=^ZlK;Nz}Ny+WeH%MGDxP4V1J5PRI^F3cfltJxm> zsM1!B&-w3nS1tyNJkou*#yH_Oc`BG3sTOPE>%vfxgt{0L4fR&pwQyJ$Uk4j9NCMtY zY>KB)>#6EkOn7|wqs1yrZ1s3C3;xM;gA{I|4kRnNF1{ExpCi)k>6?2jmV$s zE{RKONUOiTuD12a;k8&EgN;h9Y;o?4jcBcS(dawyOSG0&4KlE3 zxS7nSO1Ey68>A~0KdLN7nTQ+af2TZu*kXI$=4o=b(}T9xXO3g3A%=i!Oe zcb<>(;#$yV^QFQ+you2EvqS(um4D4(4a7&vdidc z7{ee8;r*kMq}Ze$=KQUw3GIA+kXD$iSU)5wEaHd&s)9;|MChCobMTZZ{_8}KNvi=< z-5-r;Y^v$U>%;70aX!GxTu>~*+7+=$r?u8b4mF9BxgBL|)ryQ+)MssUe8v%}D^t-M6j zJ(crypz>7?Pwt{rl|JNID2}34*Jd%mZ-X5?(gBY`=jj`4lhfmxdRAB4RhK!Ac84 zeuP1Kuve_Ky9sR;ygd@Vb7ydYD;JY2iD@Ds>;Ag|>JxRjjK`%ofeh~oZ(`5YRGRR7 z%{))VL;|Wuc_(M4$XFi}r3>nQZqTkTs{=`0c<7ix$h612;W?)fuEF(Tg@HW9N{()? zMasEe*gCr8pu+S1(tKx`1J(bp%1mbR zba@rV(B^S%*u8?URe#DO^u+3vFg;%Le}dfb z=U}=`u@+c3@|b8>s<#{Kz^l9}l_sZRNeR~DQ&NPvD~T#w?upZat!kt#Ku{ z74UTy8h)HgC-(auSBAL;^1r4N&iLlrZHs1D)+O`uSeva|b~sbQo?(|f{;>2t2*>;Q zJR}iE*2P~>vHenKFZ0-je#9+7XA&c3LetEJO*K<7B_8_O6nxi~XZzsjJ1YUyS*y}? z{bHRBDc|281ioo1kBt)6eouN#S$P4(?uK_SXQ8}fB;+|^N>r9q5kk)@zS7cFQDx;{ z48QM5B&enPBoNOBpQ+3AHr@ywudkbCr^(@uDn}Q1{TTB~W;8Lnio?EusF@)lp2$o_ zmBZZKOcjANUT%poE6>k4GkH@-Nk0{JN7=?)l-d|)vkf9hh$c^z^00q-0L(xKUvgb3 zat*d~^}IO#7b$;}prWuv$7l4o;@OZugz2g2Z zJfP#aH<(m}T>ktAbz5}svFH=EWQreO9jfo14bcjxm1-RPRL=RvK$LwNI*&M>ihYcC z!0nvz3osx)uj08>+ijOdk5$im3TC=r2v949QGS|43Q;vMEv=nqa6w%=(HZNT(O!|p zrJBCk)hPdD*2J4U^?46eZtfB0@xGhlv24oybOXc{e<^6+`8PsO0ZAPOg&asIA5QQH;H8)g--^s&_rrw-KgF%YsAa^1-q-Yi_}J z;D@i577Y6oJqoC?dTHp;u9gNN-B-B~?AQF{H_c7BP&zGhu(5M#cpSv4WoS-=;JkYt0wl`wH?` z6)9fyH?>EP7fLptl_@Ph=1m*ULMV&yt`PJWj2+S8V76Xc4S03?vxPg<3$gEh4CI8t zq(5j4h8uiNZw8&E8D5p3!khrIgzGDuJ{#@XN4oKty}7WgV^wL*9{Fw?P%6jsfVwlR z9A|#~-0j_qa@9w*wrAQr<+3Qbls696hOa>L)hzZk{aH++N#`__^=XtawR_+KETet> zCSL}#84;M-o+C+7SHIxMni|0^gH88sci!ePz=ruI@*Q&=+vQ8{d}vSP$tax9dG~rC zr}m*sga+XeSiGxjf6kN*%#_)4q9ht3Xl5D?*vlGlo={}brh6-mmaZ zsO-`jCGBdtXMESPAJav_H#fV> zZYe~^M?`~$3t?&EIo+%8Prl9GMEj?+FCVY5FwyZ&RjYaQ;k(4D%d)Hss@ObP70~Aq z99o00^@mF?D#8ep=%uRilJ2bsx}ALs^)v#k0TskMGol%r;faDd=x8QM?q)ynzNx#5 z=epzklwHkVJVr8}ORhNCW6FJnLgtppvpl(+kHf1JS^;KFF@=UD zcViybvjxqpW@NN3iX2gAJzVfYhxC<*Om?zC>W_FAGdRzZ0UER=JF6f2IB4?E`QF;i zH*Uy6Xc3G99;<5Qb}8FSj_ht}uCBqRdfwGkXPs%Iq6K6--8>$QwY2_fR!bh4$@Rjw zTkic&TV1|h#dK58zd3jgp?YYf0raYp^Zb(qYaVlYHW5ZtM+FV4Mk#1m)>v&rgyhAJ zfd+=_9Y2TPl)M_bVXN(7iQ=u8P}7)qiq_hEX*J{4Dy&lO8jWt__!Yr6g;QOm;rRKR zXNKvAendb0Hs3GFOggt|@E*pyYJp(*#O__tiv#!Lf!zv|!Er)dRXS$3)LPOdHpf4m zrA+I0J?Q)lps!c6Bkt){6)bY&yM zAvYzg1EABN{Y`!iP?@=DbgTrVy{S5JIRUsZGGWB^fxt#^ zo~h>h=d#GCBm$6-jMh{w@f5>wVBB?U?T@qp6*)}kq(M4 zYz%KND1rOUW`BUP^q|zgK#FmVX36Im2RTqh1-8Z7|A76{7<9MJ5IpFAOqu{j-(z%r z+6Z){MuconGBYHf;Y}vC|K4|FSY5CZu%8bn9C4N;vkZq(d~X#V=mX52y(5}qMhzX) zhsK)g@^p=;@+E*%_k+2Eo1*gZU`7J{w0zyE^SYVbN6oAF-Bv5R?R?1ub|J9zNia7@-2c2vAZTkJP` zo_Lc{gj7O4Hj^e59q!sDHrM57Hti-P!B($P-H~8Aya)-}K zq>$=4c1;8yx3CcmQ*8~4p`!}kAQV!bBi11il&8+&(Jt_QP(I(TQl+{bluT0+xT6yP zXTTS9$ZSsEJVsD&Z=Os$SNmBvIe*#KP~xhWUl)|X15SIxcd|CBsM|A@;P>EvKnH720z0=<|gp^K{H(EN;vFFGVeSDKW)SE(Jw?28ThtvxPD2)>8n1k4su0Xa|N7 zs0sZ1av6va2+|1=Cnz@wTC}GmsU%Jk^&jz2ZA@8%!)*c7;5Mf=9f>AH`f>+dxMr@G zBS!~6)?&{`qy351!dtOsIOjlh5ZQN$w5PGX!)E-T zEfyyWl0#=FU$lIWD^^XN(f@q6?#sM;W`Z00C1Pen#-IhbHT!_Mv(MYnl$A<_bHdsA zDS1fu+fx&L=MWO7TT6Ue{^G?o%G9gxOOoHlFCT){)1tWBy0@VoFQ;8N4;#^+Nc?>a znx0xCV@&CSQ*QA!kf=el zbYD1@zX_wFFPatOGS;y2Vbp+}J{QY;DYJ0=i6R8@G+4RCzCwu&`c7Ycg-~V0Y&ynm z9K{P28_huYoy#x{S7s;@ewvx6n10PZ!JBZ(B)kA8P!( zcq~)p5YK(5Z^p}Nq*8bu^C;E+4NL$?nL>{6&vRu6NMYo}pg`q~4wUOMsXzP24~!A2 z8+>Zt*Z1-xj6EarI4d=!(WXgcUdr$+#oTZAxyVDRBUhLVQz>892}FGRGGgUH6T5J* zy1H9adfIe+u=?0fP;UfzxM}Yvjx4KRG_ar9>rAAD0@6ldB-?^)-#@C3Z;**81# z+g&k_1LehLq)=$QNrH#=qLsFRUZ<+`pJ76AsXAlT$7b9Y>qB8xcbhxxRVpGf$9(zz zrC!530n?@f8;^Gx#$_v15uF1Q&Jwug1Krca_I>e`2lDY=3r%T#u3itq^PL-TJ=@UE z-;ROkyiXBwvq;_IDmiE{bc+|gRlSVN5J3O>d<8i0-F_q&aG)wyGT)gb zeb^L7#|#TBF^e4xxp)&h-_I0t3D+OcrRzH3x!(lA5J=Z<=TF0REq5gwHEN)S;N9>zodUQ zVS_)G3lA`R23IpV?Ga`plu;1?a=ce8!*CmLL^TduZ7&cRKD-gK}&a z(=7YuhBMN3D8S6>`W)rNkZTX_RdfpyxUQ?fgAsq~?@^G|GjqzNcxf$$5Pb&AZO@*g zS4=q%EGel9Vo97x%|(+xl8~JzZE7w;FhT4>Fl}iP1f7|R29s|Pp8;$4QZT;qspf`9 zYQd^Hi>Ne@y8|hVe=ijxE^v7Kc>z_82KQg}Z=ap9PBecp+A!VMGsq!8>MNNGr-stm zZ39?O6080cf?$+DZy{YFWsDH>*e&vV@@Knl%lX%Ra(o{2&lOFQgDa{4 z8{urWzr=ZZW{o$Mg}_tumgDb$9v?HyfixKy?$)rpShIM@i4GrxF_CSL)qd$YcZ_K`vIH_hSHyRVWFYYicMVt_0fvAm=HU0ewk9)vfySNVQ zN8QQBmp%Wy+xyh?oDqBA%alBmqZ^dmz=c+sJylFkQ!2 zZH+#uopjbGeIw`ZPX6Pp4(Z>*J?YtmP!iI)D_eX;rPhEv|F&2N`u7wLJU@dT!lm%I z>9tb5n1F*ay{^6$R}qkHsekktxPWr{|Haz8Jd2uW>T`0ul>WBt&Ggw2u1CCcZ}D`$ z{+hj!p4D*-Fp6g%d9w)d*JG`M^FM8j;a7eB_`f`QQ}s88uC;q8zjR7boEzz@ZyGV; zx($?DkN*1j0H&v$iCn?0q6_BW$@3*bQI^KHRgJ)!miKty_}jY&KjUv~0jStj^o!ge zrfa=VQ(HH}dnZVoyyf>J{&KnhJV}&*oWJ;3pu^u+#9!{)IeJdP&&6-#|Jynfv+1Ag z-tvFF3evMw3Lp#q_F9A$lyZN4jawk)SKIl``uG3k)VK=@1ZwW0F^#_`;&Pn&-~}ou zXa07hgP#SwyT~bLbXUJ8=)W!6Pw)b<(tH0@Y=2o-#!q0!z58h`%J}ykN&oCJC}P*X ziT#)NmthLZTIT0Em6?CNeBd)%0bbxWUGw$7yf|^2lHUX+rD;VH&C~y~#4(^+;qh9h z`7iJ9_7(66k;kHJZ~vDi{&x%fy9NG@0{?GOKn|P-y87l!L#IZ$Ps1*c5d*CSki8Kp z0)kwpr6)PS?{;w($gbJ04CXRbaxVUtfM>$#K-LDV;y%%cpEjnLuPX7>RsfBk{yzLq z9*$ZJtF0+fX`ZdW@o9a+0MZXyq*D!KMjJk{{#AQ*sOX*FaeC1YFkj20YA=F%;JA$|_ zb`DCUb4;)%ExWLTDcBNL2kGm>%xPllwKgU`Wx1{Rw+L!lf1aMR_nk~4>72l2-SX@> zM$S^(yJtiA4I{ob|7XmWn`TFv6fKLRdo#H+L_2ZL}v2M$}G}HjIl- z*xC_UJSCMl#7^t(%)}93V-R7LGDnW~<0}h3#k0_Z~!sNzExKBJne#o1em9Hkh+Vt$8Ks-IjF+`0go{y(>F!Iu%qPX!054KVC0qAdlTZScuJ zANZJuJX0oyfPZMBCH~1S93;Jfu2o|e`EY#1F`P9|8MJC!7PN%Cc9FkpI`q-xo1lMd z03V1w=t&|}q{3YDb9@cnG`Qv)dhJ4|z!>hrg)5E$blZ6>r4$U!{4j){L=UMb}0aGA{Cz z#w`H43NW;TY~`AXIgv_m(MYZqtL<#^moX-LxtMH_e0^6Q%VTT>{LBbLyq|YR3?1qh zysZr#rdnLbax)9x7Y;tw<=g%gVQ~;s+^ooZ^4cKS(%&5z9gQ^mNFsj`9Z5^NCw5S1 zXfj!JI1Ba--@T$7e*(~F!`4bRvm`-hWSSV}|G~}=Z(P%o4*-afYJi2<<6Hv_Cff%V zGB%*aos|AmpRA4VVNuYU=u}lidhn-dAGex9;k7&%W>ifQYiV7qp;VLF;BrStS!cp! zpdh*i?7006?E~H193ZA8a(Emm3mlY0tIs5h?b6V|H|l`~SWBL&koA!xz>~RjBZt-V zW%)=;{R!aap2vRo-!&?Ms1<7jQL|L>}JuCTTyBdiI5_Z~b^%`SfKl$82C=Xta^yXI=QE zHlkym9dgQ5=GEo$uUl$tFuIQL|#>$Zf-a8M)5FIr53|`L$JL ze&9f3r!-M9_9l6ZDG{1*&WQG^#4lU}{v^k|$n%32zP`Jxh~jywXPB|X$$jX;<0~&v z;upkErHJsv%*0ax75}|)UR^^VoCof|Jk{Dv`_#*b7T0HRzHF`h%3}G$on~}!DIx^G z<9RRaq~D>F{iQ0_<|e!OBU|+7`^9$ng+d(Mu5Ke}^*KuK_BkKZus~x1Ls-mWw$PZU zWc!K3|58=uJ0WM$tThMaM7Z7Scvr6LC> z)8zF9Uaw)jl8`xAm#efg@@OlBG9;Lm)gDY@pj~5t+LK6qNqxPQ-FNRItK+wpoDBu2 zcQkK#p|I5^q%>{~qSTrV4Z6Vo8d%}nA1JCKos*}1II3VIKB<2C>%jwT3j0$CI38bK7f3+(cW%N-TCA|H&dhrMJpXIXy%Qp<9*vC`drhpl!rBbhUKf006LW#E=DaHo5AR?J^&4V;z)2|avBxLSk9^Ij>5-}=#BTe#I=D6_5se3TX zMc{b%v)N5bkF}!*425VurTgE9?+l9!f%UiE~r9u=%Q{l;HQ6ROSd=o z?5Oi$*;3P$ZG#8LyDIzTOkJ)a{#IsFDH6l22OAljg-|!IE)2OBE%;Q$gO=4dbIQ4| zNhv#sxS3d1z;w0RXJ>kXa<`)aeg)Trm(e9}In|Ah63%|>{j-X80H9u~;F*Z$Rvkk_ zK26Qkm%SbC&`OBkgTudnmfBZ7J?==huW_0`LE2BZJ^LCFCdjhF3fIB|z&6ueNQMD{ z61jzI7y%RLuMe3|SupB4N)zrd+V)O0TqPi>9tIsn$Q<03H66_PnTIHx=S?Qrpg}{I zR8oot8qOGAyOjR)E1t;4z?L8HG<$|N?T(4vYqU!qaqWFLb?hdB6SEqG>{J&CCB6S! zS}4a2cE=Z&6V}UQaQGGkMVsU01Ir}Xu+PE9_gz071H#qTP*Fe? zaA_M`+nwH}nIqEw#7Y+_6Xw-N)3hI9ECJTo2J&50%k!YnDoY6ZGn&n=R<3DVegEuRsg#`Ra9&ByzU-6ncO>S{wdrt5yngldji zH#&BS=;~YEesQxP06{$OW&4ThMXHDDR)Moty6;KC~f!f(|qe8aoATP`^RvYl(ois|-M zFyG6@+(e`g_0-t+wtf;5iSk%{@ZdEXQB~Tm$@C1k4CmH&*uk)|rYzf@-Dm#{|8G@nzDvatQ)RG4fP* zzk(F&C#C@bvq6`pGHz?Fyn@KzBP19;NU)^c3iA!Z7XBasCPGW&pg7tL!}_YxB|qF6 zTjtAI(`ogx_E#?yCY|%ywX;r)0B#S7cCgF7e;ED7Yx9q=kpHCx;9y~q4$CWKInQ-f z8n3+L`_LiHr`9x}tY#J@iC+mug)5S{x}Hd_5t6Sg+};}>mb}lvtdG{CgE@A#x_2Tm z-%r5fK881E@-H+-PPl3JC>|dqCu53fA=dAsAvEnjqM5mrIfGCB+QMT@_$N`7Jgc2( z?l0bKKqUBzfOwAuP{ENS|6_*m`f7at05M0{TfT}6{^xoDKq^>+sWxiZ-S@l8EHXu*>p2%l@+z1^M;`0(S|ky3y1_W*CvZape< z2S^s>*shnf2T&$qp6l@0`0EW>dl;0mpd?S;#}4x^DSewwbshgn)Fq&`9{4`YnW2e5 z#5y;V{i6R%=J#wcG(0!bak5oiJUi^lIjF$kz*yOvQEHMc7%-Rd=}$fJGTQX z-xQ+nWSaY?(u~iMQ|GwH5@C1B!VP09)Fj;PmVb~P)62I}ter-(@kdE_9M>SW`N&d4 zVi$19^9+o#K+aNPVIAiHsOQZt&adPW*jR1L1EyA#Wo%^N*>$kh8hy2&mVdkZ_5s2} zJj{rO6a`os96-E!q|D*PPhF7;QM>W&Pc}OsfmY4^2=yR9R!29AKh1Yg{*3@j*Dn4s}(yFoN=H8%N1v3nrGeC0;WZJuv_UybO)j&-L2xQc`pH)QJG z$)J<3o^YMy`a4orV5z--qR0-b0`U39xS^t@lG;gI;PqS0!Jew<^3Il}P>a_lzD9@7 zstK)UMgz_{MW5zAKp`WD*XF0&gQRuq5!B~}nLl$R`}|@4;RD|zaT`RRjLeTl-T5Y~ zIzcwZ`AqfPi4^C%SZ5DX7g3;Z zCyObcWgeH_on+-!IgqNHzv`M$lrNs+LNh<**{#j|#Qyh|Q+i&{S{d?$D)yEPTHk`r z>-UM5D$Or|IV&5;6M_7`e`K>r+ei{IGso1EA3tm38YDZiPfnw31*+98LpBgzHT znUf%}4i4>3dDYrAZgjN6t2O3bulK+pCPX*(S^o6D?G_I{;%@o$KfA?7L?N>I2TI7> zADRuwMpg`h$nP?Ma+f1w+i%Lx+;+{{(60Uiex_bU*Xx@|mQE65O+FC{?mG=zveRig z2=XOV-C;Hs9@n+YfHRI5II9vF69oJW8r^!>-Y8@@B$2%51d^DMC)o-S<$<);v-zhW z5w~3~pWVR}mF;I#k!2f-S(;8E+(aM)ncIJ=tVZ(HWoJrciRg7zuT3Y89Nl?``A+rn zt9?>tNr{8pf_G=~RBf~%j6g*&_l{9rKV|jOul<$-f@~k9cJ`y+VM6TYl%fu}d{F65 ztbvkbGuIWwCuYO)-(E9NKQ-|aaSM$q_M|fS1)%<{dvqjX^lehqP7OBCR#w(*@`u*K zWqWH=dNQ3sUHsbtfuAp+l%!tyVqX&Bt>&2^>qepx+elV>fNzCOSyM0G>?L~{az{Dq zdfRpR;4z^7z(KJQ`j>1WD*vAoWRzZ`WSPVXl%&{-jl^+wueCHieu(orAoA?VK>+~l z3!LE`uklaRU8yMxuvcjTI^0?g7xUGuSRp)%^XtJe=+f+fkUmPms;z$Z7KFuhL`7(< z{H45zav_FuhoMdu{?=@?|9akF+jSscG8|8TGESZ$c7H!8XMqOxNCUONs!A+a;(OVC zukOq8m56*w4$mJB&}HPH zGQWO)W#1-5^>$Rrt?WqI{Wiv7z^R9|7UXdrTon|*_HHDUv^3j!sj>vrNueghjsSTD zvIg+`dni{{(KD0iq2i0$B1%iW#<4Z&Bu?)lX#aCi@z0FHA{uo)!vKJ$OFojl55DFd z1^Rqly6REZ1Yq&Q)&MjwRdYWPNj%!wuh*DsEC8pd`UX{Tn#UVO$?d2>J5^n4@g!}o z?@YSST_A6yEQ9N2Te~lEj(8Vo7rs(tgXIX>6=B%slpYODI3S1e>IN%U)?7z{@9acv zt%xI6gnWz6*1+CSo_a0NzneJP-#V@s)|es{3%dzc%KZE|DK`u#Ai zYFcdCrE$Qd|GKj{|^W)qulsA9-a*@@T|@~eYUQ#n}L zQxt=C9#-=h3Hl3_2KHXQr^jx(XdH91L6A$p_@;d_{C$COQG%U@&zZyH+8JyEIkhcr zvR+@Ts|LuoBq>k9bIO&k6E#MGE{4%GiqFZDJeWzNboJzPvs-8f2rh6#lwQnTm^=rL zzdYwsa}hDPRZ-bjg!4(SVUfwpcsTc8r$w9~Ltdl&TO0yElMA2%qrCo47M1@Q;Q!|Y z2fuvg-(UW}_QSsm_Mef0gt){0-6a3_iSzF!`Tw{{=#qhJ68{8fYO^%IIWnrUj6MdE zJ6Ai;pHX=*b60hH3&@UrZ4YBs^fF&Fv8zU1Y86S%>k}m^Ipm$L41y?ZcaW}X09ts( zKzzejTmNUV053usm4NN$8Z>8y|L;^c~{+z5+=+!F!ETY%dyOMk)ai z1mIJc3;{&sj($as6mZHYSuENQ)*knf^T=z|;NF#VY#7*!|*C^~FH%pDTWw<=qjIZ{_7LJHn$6|ft!dXO$?WcNd zZ|?5@%ugQ!wtOnE(=UQ_nk7(#Q}%AehF8w=aTP9ASPGFkS(&5Nb9%y5jbB7gR!n_g z##c*q>a?%ANNK>AXQWBz%o`$$9aSWOYLi{tht^7iGOz$ssp7H~bW6U=fuDe6mE$-t zTwYAJo~^X#tI;y7RTU}FLxPfRpcIK4e{veiP*zn`_9bS|M6;9pOmD4O#6yXBOXSgJ zn9o*Etth_RV`mTaMjrJ2dVcj!F|a@c39$6ZpAzb_AvFgJ&^uP^@aUvu2f{C+mcPlH zcj;u0OhNM~N1GIX7YUkvy`E_kt*+A^JRF~CjtTp~QhHx1#c_Xu$OamCl#6LTt}(O& z7LePQdv+vSh(Z%pLrAIBr>A%4;&q|b5o~?Rk|z2TwqR67?9N?^op#yMZuk@96pH79 zO}eh$8Oivj<68v=mOXWBTs>j4{AqH4W4rb%!eWo<@OLX67K{@NH*_j46~6$=lO+Zy z>zW_Z?^z$d)#lQh&w@z(uaS+A0bUZ`M_cn5U;I>dR}a!)z*jG>(G8uQOf+5=M{J+Q0?|2`=@$kH5@WMv@ zD{6r-AGh|)1=noySEq88!hmI`1$#k1*a&8{z&uG}b+C8r zY)ETkYd%@A*5r9V%&_6(vNns_QsXsH)osnl9xUIqfhn)Xef!gPHadbRcnHlXY1$cY zc0l?bV>fuxK7D%eHa|@p49KM<=Ry*c0$xgcjKt<^XzDm?o?n`66{-qm_s#ipwX-9{ zq(9E(ULh=rFi7n?)_p^+m}kwi<*r3<%BVs9iL$?VwMz5$6sYyV=J=@g<3YO52vIpn zD7of&?R>pO`d5(=y;fPdfxx(~m~+blrztn&8jrU8MSg^nbjD7KFM0~j3$aZZk4J;dUh8uI7z}M} z><7R6wlp$cO z`6^NU3O*PH#zEvw>AQ4|uxpy@hyk2eUaHWUO%+ppY{PzTjdzU#QvcX>zEFyEju&lY z-mq3dO*$veH{&csPxD7+Nll`5##OQF!!qOxjg76P=XdWMYN=A74&vKLY#V~XV&$lk z_{4sm(Pv;!j7N?EoxgZ{$E?%SlU-m-3)C8P)wi`euUe#7l{N1eXd+#pS)_BI*FFvU zPvJQ)boF6OyO;q59k2OuVslD0_r1I)kRr0{|9w3#fBpIj8R$OR@1i6MX3QA`#d^e& z8GZPqob#w(r)nL@jR0cyu6jqcl(Cf2g9QUG>jSNm&^p0_ni*fo2~g=36AJThy=zB9 z{Q|?0wvR=NK3}m|j(RjwVXks|476ct5}_Vk_XMWDwqG_BkIm9dCVut{tBV=1}=6k&IE+9~qPLuEcMb6%E+{eqDy{@u1GGddDg!+um(I+ZK zS|xsH0bQaBcHDu|3YdLXf*S1h!mEdAIj{9`($rjXjXk0hqYA93XRA$HYLfb(?{>7V zUugm;|43^vo?h(LcbaLUo=#mcK5#jVwW`D-@w z%Ch{9O{b(!(Ss|Cs;5WvdOC;p<^x?j-c3?97ON$!b&r*_jsw{VCVnyXRJLQS6rf(=+v+SkYv35agZh zdPcy=BvZ1krsL9k26eUZmG1j96}FQX1?3*Lk@Ll;rHJ-0EjZvBAUAg2QBxe?Vot!E z##6I+uzV#(c?Q?upap&Gc1%F;W;bngB)ckfK8PiYZm8!O_GBscQOtFTlstKII2do+ z8%NX#Np@LyBKr}()z7drIKp(zCwB$(igq9mf2lHf$D%?mwlbhz-lnUh83q&Cq@6zu zk%yjsumP9td!5`1elC&_J_9cHDj(%;piyKFnx{%#n$s+oRe>}O3)9S08I(hE<2}RC zyYV{C6G?otVJ0<%ZE`8yEe+Z+fp4_aHF7flASeX2C}nj-S)BkFicW~;=on7%tV_Zv zyOO{A{t~H8lzzrODQIpEFz-iiw;0j&YH>yI6ly2Bp5}KvP!+S)UkPS^-P<(s^6eXD`Rc5CyoY-*4ZWd$@^(K?uvHhPxO^&|XzmktYAoTVEVXx2&ggRcHPyfO3M=4&FkU`=dh$$sMiqgG=P zkC-wQop?8n(YfC_F-Dk*4H*ai0)ZI#YKc1D z#22x*da1-9bxrv;-U>1)E4`vQPdA{j%LjDFFsWMXg=(+kZ)lwNe;!KW#GN`x*DYF} zc*ymj)BDm7Vi2i3a!w`L*z7wq!dWR-BbIVa{l4UVmwhTmP5-@A#cV5BJ_FeFzVry&JT>B|RXzj!5w;P8)Em`>$uX)7v zB=6=5Nf&Fj0h@}n)VJ0ztTx($2BY1`x~*qQo;!}El_hqHraB&N>05hq9lrYC59vDxzyry!FBPN5Wd46?blUBtB*ZwsqCa|6dmw;#VB z0gEu27gkf2(lx{gtQmk1*GLkzLlAI7=%&jq6$CJ1+GSnDj5IB!Wz9A#Cdrzgr?=5D zMC3PXO??Ovq|jc%e(hvSciG6$tl6FP$%mAgRB;ew@!r6WEsKI_u4u4+YiuOb$7{wA zVpC-^bKNdNHn7}aS8?*ga~Sgv2#isY&8HYRo$0W&lmJlPpDM zS;RRirQGgFsrx=RpNy3neuj#s4^ZE3^36TS6iRpek}jMqVF9pQ*(nW96*OxL_MyLc zImj!fB8ln1B+vhu4hTeHX?Qwge??p{ZYKM{$l1J~$LbyW+xNI{izXx(^p7!%;X027 zo8=XCQ-7~=z0t111ly{Ztzv(L2?<)a>4v{3q*oO##DuDf^736^#Bw0!NnbIQdw>Db zk?E9!4`{1hj(7xr`~(G!+B77d@bOCbCbkHhqj{SYA#`pu8nn(dFY;6XhVQ4g>1nF5 z)$p4`e7ZaK#D-a5VwCL%AeSoY%G+8;sapN{5oXlA?#8WP0A^>){8H8~$^mjs);SUe zjC#=>>^Se! z+!exjoJsmeZV?mRC1gy0=IMbT)N@A)?WYQabNHdGN4n;nyS+;4?JBWzq_0pzxj}rx zrXMsd_r<29h#E{q783|fs$|f<#5Cw4;q_s)19SGtEudYvRDi1-qGFgR3 zyJVv@l+N_{0ejri={ja_vxu=@DrNb$^DNd|t7|*8G*j~B36WtbL#&GIFD9=il=6DZ5uw#a*AT|o!sag zm+``5I|tgg0A3E)02}n$sn4RG-MjFoIo+$sjG@+nh=wadn1Aho<;oG!aLBj$gL5k} z7(U&boXX=k_j!@}(PrP3d**NKB*UPJL+0LL2xDj;2JWB4)WK50CgmTJB)af%Hw zu7)4uYF4XHFU%^D8ziX2DqthVXkW(($(i^JbYLu< zY>J`n(ct#E)v7;uuDseCSxT#U!Ecl|<168#(O$=QFsHgy7KJm4+w=lylmi~-7{P8| zM*BQrC?q?l);zAt-q5!G=@+zWr>*|#mC_^B{!#<^O#S?>Mf3FThiJsgF`3FfkGtY7 zskFQ8WZhRGSk>1e=2JA(m%#NguVLn^{k2NfdZ~y)dnuG%nXb7F8ot7Q-xupUls>kF z)1${M^?}KzZs)r)AYH3nloMkCo2;HTuqiW_2>KxQA}dYAdUzcvyWrMz8qp4?z~m;r zS!hg3skpWaOL15mXVy4aKtnazIkF}y!IB&Vw_?Or7ZQD7dN19#KYt0=f}0gg3j?I3 zu^qO0gLj-{w(}=AFu_rQ9r^ngnP%5vw=QQjXzB+xc@^hG%tX{!-_v z;wCk)p}wET$TqY4Y)kQQcmyEFGC3L!G%G#iINrot9}az4wJXIM`SSamv@_$xja+(Z zwm$laS`Cism{^%ZQ~SGxcxr{ByUlzAmzW3|thWYi-nkrZCE)hTR@IF=m%Z<>8tXQ$ zf2Y=G9_+_k606}Q+3Kz96Ld?xBK0dt+}6->sfZ;N(V6UBwlNA3kr{d;h+EaH)v*E* zwCR^7P!t{U<^G^ZC1wdSRWH$@=7y~UK1yhV*I!~vw_xh`9s5nS%C*TG^QOJCB~Om6 zfmo~Nt27A*84;f(WUa1oD^(R-+fhkr;t&+zNjn@<>DZyFFDo>t=T@6J{Hla(K0M^u zq!ITDqE#?sC5*+eq)9A(&Vt_nw`ut9k5;+^g$_uF;w}kXt=u7fdIyNPkF8UOu`Go3 z3Te63mG1RG%&)xrBU$g6=mvWGNIFXcwk<%%A9#h{1X}Nfem1&DX7W;4*$%Ful3{7! zc{i$j^BO*TOR!HwPB8M}%TyPf-H0s|I;e%7J~b>!YQUY0Ae#$=8bR0DA!KDEs_=eV8wWbmsc$Vi*~r5ww(-}h`$XWJc)%Z zc!@m@@8wLKLd`OTZdstz+Q;{0v#yJ046DF2^t(y>5+Ux1Qg~tEi|QzlDin7iIDG!R zJoStqE2HFit9N7c?Mj`BxAZrIMD1|K_pl4;3+L(iP2KR)Prp$Z|G753`QsIHeBviI zvqLQUmyjA)5~SkcEpiP;TU2JGmm$zuuh$zqfTF~_ z(3M<0*|V}cBjm^o?KDLAtJaXd!lL;yOXW1+Ijon+7t2zFAFjk#XwN4Mt20AANt_3j zcn;(Y;Tw?CYL?JX3BMyE^OKpI2J^zUw3TvaEPlCnDAcul5lqp_wJi5R9w#@j!tGR% ztj6csV=vmMDs(vIj`zOgJkaT1Y{9LH(!;b6hr4Rr^T5isVyjWEpJlFeGhNRu7h z+E}LUpv86v55)K_h?6sA(%v0eN;7O2XT!$Rr>%IQd+SJAY459df0NbD78xKdfSxi#~I z!Nl?;PiMZZ>}po$FWZ#4P7St5&-&o+5_J59X&xvs4%LNYn)XEfge}eOJMWhf?G5S< zXqf@Ww@2=m*u@K9mOCTdwqoDFTg4?DQj;SkFwbWA8C^nX`-a(OPM$BSCL=l;jMz4n zb)gU1xz&Cd(fRE)@rAf8zkC{gF&GwV@8=Oos87)yzUhnQm`N8xdS?-&Y8AiB*c$Go zU`x3KuifLD4}4CZ;vZhh?6RIFQ<#c zSS!Wvg#6@XKrbG?Ri~Of!rK=hrry*JHRO{W%H3qgi_91qo%yr*IU6>Z+|744U(891 z>!A#$)D4C$sR>X{PCzv$TQ$9P;wXIQ=oyk(Q{QnvI?xsP$7h%!A-cF|YS>i&X^*mo;b{R)99Ol+Lf4N45jcV9L_ zc~d`kAmrqq4FndFK@v?2giWrnp9-k^>uqVylX{Nl#9@NVelJM7%`7-X5VGxO9+mVr zuXM_e7`xMmBMUYJ$Vt^C_TzFgk~ny~Wz}UxdPZPe6tHNN%gk{_N|zA{Of`A`*9F-V zFu*mlQ`i}OSs zF~+5ctTI8rYjOE&S3EeY;D z|K3dcMP^ztwlncny`a=;7W!5+_!NNPD`o95SKvAGu@PDujDmA8qyF|>vbF&i;3Y5t zx?#Ib+x|+qI&hs54ALf@D5zpYJ)MrAuAr#t7Njvgb6e!-E>^`_TT6^GSM?<@J)`G8 zH$jBJKab~xC@qy4nQExdK`>HBYK-M0G}?K|ANM2@%w<1L(;GRpKe1VXM``-t&5gyR zuVAMd@@HsE8X`Ub{7caBQFmV{`F5(2RS}!_nKXl4fI?Z}n2USE+A2!vfIR~&d20QB zXY4P}z3okTctU2lUo`)8G@UWS7C)V#A=9ZP7-{CY?%E@w%ftSxKse#rVqGwuf!Z0j z=ffK+bdRcKU7Q^zZu{$x09o#9)GlhHZSljFlkR1=_}J7TAN7=$hJTjY1+K4GTc&$- zlS^3~#yB?A4chQwGjm$J6HBKUax1+1G>>@kPRJ~>wlVRieHWWNcQ-oiq<_%yo+#)F z`pOTOClKm<;0+h2W|~9_s(`8C!AuOII^FjW>xS7@I&?gDq8Q18;Q*p&K}EP1*i)(- zyr1KER~kinq|a$L1H=d!bBMImysERe$pBX9XCru_1?iE_JKfIHA)delf*&dB`e=e1 zCvzhueaU-0fNp*HD90>0rq|i?E^|}ud5;W<8=dtEzqDT&E1~alAY$y(>zqr;Iwx!^ ztNp}_t@065DhyW^b%?$}-iD#pS;4s{Wb zo6~mcHi?7d>PEe?){Oe3*K!9J1E@aSK39-a^LoxfeV_F7_#uF$<5YV`P7Ia8(-iX! z*-7Vw7JaNZ5XUCp?!u5u>>n*g=f==)p%B*Qfo9S*> z{Z25->zH+RYV1S(lWEx*q+>X;ekdau*v`19=a>NyFTw~N$cHV?vB{3GNLwlG@!guK zJgzL>nQ~c;Ejs*RbQVaQHLKMcZ=8JO55MB{axP78zpz&NG_q-nBsObwe7zp&xseoq zi|Sbv=f`stPvSV0qFMjxH>DC_mDKu&NS(HXa%W|>l)i6Lh?`|IL76iOp9((Br{ z{cBsWq1!FZ!tITOwk~qY*qDGS)LNcweiXm5>@TYJLNEBIEV@{q^?64x>#I-MO=skN zrd;1Y62DfJYIcvR?W;zZGsn5M4{?Wwi)d&f-R|0XQN1w!vW{2Q;ymPY@BNbvU!H$V zZeaUmnC#x0Wf5s9^^t4%O=5;#8UD ziO1_Nxi%l2>$n@R(4Bz!elFZ*`_JQy@OH=E1~=?*_=et_>M6n^?H$3)e)zfu7g}H# z!u|;xk0vLAt~{6DuXc=ld`5PUFPg64`qjJc^x0n-!XJ9joB4$>Xyrd2l+WTU_WwFm zegq!Faz`N}FlrnQn|NaKdHL2AVM{s3&(e+b7u_T-KZq521#Ls)sPR;gdk=!Ptfw2T z?%IoRPZngRote9~_YDa7xpVKkC<@6=}$4GBI~2mHZ+ddZY2?y*R;P$xHH7 z7CkAYtmgFXcU{)k#wyRpgeh=#L~NwY$kRch0^l*EfqPSRN<&ZBr|E0*)sx|@QNOiy z@A?0>NWMtfbKgC5{z!KJb-Egzhp?z&`)q@1=&@-a#Ra~C%pi(8QiSWua<9vdwKFa< zAdKr~xYeW2zRC$$va8$t>|Yxv9mjwsWAJ8qL6auWuTy-%O%Dw-!QX6nMDH*i<FKjG6aA0;y=XJp zP3>Y_?xaoa<+frt6d;9Z7+=RGd**zNUX4~bE=pbV;n$*Utt9F(17t~UO^}T4v zS8w{zNuN6YidE)RV4vq*wM*E@Gv7MLL(f`zo9ALui|_Oc9zdsq_Fp9-lUx4NbNg`i z$~(_H7g7g(AoZqhU757Qjrv+xCo2hjxn0%Vt)0*j4fa`?_w6jNzF&KwqhJ|p`c7;( z%*oI6&n@ogN*b7!yHl$nJ;e)&aRf5eqz>ORT5AvEXh&g9iytHxS(2A-KDfZ|BIp@7;TTeZOB-7X@^+ z?6v2bYuXsYt=JZ54B~+eNj}8#CX-%2o20o!wpu)~oII5w+-hy-y4nnqSJ|OZgeFNC z*y*Dp$_YQXA57tf28Ir&XYn)sFv8t7c3En1jJTbXu~pUS(u3U|n+E70F}rDN^tef>?rXJXj)SxLB3GuDsUoGsrl_LfV=cO^@SJAd zG?*_Az2CwJBtMko(eYTGOKp5!KlvY|hrV?oEQYeM8jMq%w`HkAUm;R~d|*gNLo$ z^U4qof4O21L{VLs@_bkQSd zZdhgU=4esBOtZ2=+mz89h7gkH9Gt@08fyB4f~mPvt@+vW-kR@YR(Q?=7CTQj`Rgjx zMv_|8sPWvc$$JjRBwKw0bS6-&dI93vR>;Fq5MB|UA)hOoR=MUl^!F)wYv*u-4dRB^ z2u?RmII-2hSM|OusR%@vCR0d6@1?EArT^9x$3m`P^HAJdugV`EvhbL+-mI%Z{Uc4c znzpTKN5&k6PE;s!5`l?~{T!{b55!(a(&mh+Mu=wIBanX7&7om7>~AEkd&q2 zwe}kfpYk=zK+hmfu|dvgigZ3th$G2Uu9?V(@7MDADj-(_FI;xRTK-*2f^zXp0!z5_ zCdXwTi2~wT?y0pb5zi6(;5oaoqRGii6NvMu9$9c(wy-ddXk)1YLWvMh_NS?p*GkN;YorcnglRJU>@Uh&Z_2UPw9^oZqayJU z@_guqAIv4i^P{VDn8&Q@NW&hoDQ+q!&z>CRzF7p#%>=D2g{d&OW%H*Q&bnf3$pp-GG(PHYW&BVFIQ2Lv%IYwYH0vl`QepOyA)!WHaVu0Ij1x)8MF}F zN?v{5g%Iy5n2uE`;H_@tQnih_SC(oJ$(_SOeI$?V5~}eJ?MXm~`qJ})JyYD?lUKS7 zkw&D2i`4N~l7Po5>)KT7Tv4_YK!rmbfY@rAw8;oW;zWh>YA+;#sYGhyq zk{HsJIqU5T-GNDK&ADXq{>Ws2oXLBlXbu-H zu^ifmzb6=DP5>$l)XK36-?}|E4|X}NklH~Aw=OWJTKu%wZm3r}#xS1l57;#Qav@-% z%&PJ19RpT{mKR_KkldG-cCuSEhHfgGdSu*223~Ab8m2Rlh&>w_9cH&B(qcIFD|pvT z9kHW(V__=T83&gNQ%Or#`IG{fZwIB1)GM!>v9$ShFCc>Y;qDp@m+V5alg|4(f{K8C z69AHz60?7R5Fvbph9!2Pp(gI;A4jW9+6bW76z_$ZK4*OjB8l+?Ux3ipBX4f;RR_*C|M;keJYny>?HZ>SLy~$B-(T@@ky#{yM8hW3_Erh*ae#B>R2&l#Is) zY%)Q|2aV&d4mTyC_A!$hF0UpAz+j&+AH3W3XH8^gY=dL}c^o(+=Xie$8ez1`=&i1E z3O9`cU6}wZPYP>kj!_{!C+xTl2xu|HJZ5TputJkT?Fu!^-43h;CvUJ-R=);A5Xnk% zYU`^^hXDUXYy>wTzF;<{1yu_WR@M*WKm z(%M*3)niP{5iN9cS;30e-v9{!t&SA1>pP_c(cC}&?K@UlLQY&zqBq+$8N zZCn)^SrSsWU*X)onn@y!sI6bri7rg&h{$NJXsdcNr6;+}ktI25}2Wj0VQ%?m*yi zqgNiQPnBjQ-E>n`+NwFSquFg=&Bw_4G-?kX*~`&vIqCi`N1FooQgMo4ps^+Pf>G)N z3TOB@Ztz8T2vI$n7;EW?VPot4GDN8qzGhhh>BN)&w{)%SD6gg|RmR?MCIulgNRBQQ zdBzyXTc|LHeo}n|(`w0wef_KH`2(z@)AKQWeQV;ozNZM(c2~4PJQ|Ib19KE7s+XID zofrQGC0qNn)1}r6$!roVy?|=G#(PP1Fb>Kr7tXkNg^NX`nyHr+c!iVnL9^Zr*MNpi z$|Af(Gv9*w^>nB9kaTOn@@u^&*eN?ELR9Zaqj+@dg3-6#dhuHn^L0cs`ib0v_4W-M zFQ2=`;1*)Ip5IWS_e(IXI)^6Jmb}m=9UwAyY#P22^d-S(*)1s{ubZrs(oMa(X6n|< zbw%Fxz%~jK5i(p_MEcaC?6N&j%GmUdos`=`Gl%qRpsTObdpLV)K>?~{nSc0usfe<< zU6yR_<0P$e`0Q`|?HRNdvCOLLcNjP(=G*PiU+}1~bYwWaLw6@R55Am z%O?={i3Ov^6=sQ_RwNOHVQyKsJJ#W#}t$b*a-eS{0=_+Zj({Eti~o`0R< z&{Mj}CoX3+&VR^jz~MLbc8Yj(oUz@sJOV0ei^oy&x8Y|j&cMw%quv@Nl?Wb_>$?bZ zhy#$jK#GNB+8$xNvdIS-*hv4`Pg{=k@1iQVlsqFMzM zX<8~n1Br+?M0r#bz@?n~+!>_UEdw%DucTKZ%eL&m!tXPM7a-Z7W!G<5x}XI~g6JrR zhS$5PUWV`wtjo3vP~Q5X!r}!*9fJ4`np&OUYXHL@X3Z81%&~+llY$?+njID!j%xpO z!WrK5GFUr~*k0d-K4eebR4&#WolnJjSSS*Lj~=@EyM9H+F58CUx;ee5iGi1uI3aac_PT>0 zGn0KAPhF2$w(9)Y^$Z1Uan_tJ)@bEj02+*c<N)wR0gg~s6?mf)y(wXmLlI+=6GMlsA6M|y zLf~sI!ZP2w{#=6#qFrGP*P2Tv0J79>a=r@HHC7vH?g`JvYSc3zDzg}_rYr7$lX-5@ z!SO@@=Hx^Vzvu+LM=(+~I&9GYLw7pz{kE=P+Db7`{wltbB*bXD6c+o7v5* zv(veS#ZFW#z(A!`L1sP13y_Ow{?HT0MW|Uk@R>Jy^3%awWQ(=#`ta+^ z;1DAuGuJn$v>=4zrh>TN9}2`k2Y92^oL+f!m^}uBOaw`@HbcMnB!P_#qB})>=KV4t zDy&E|CTAY*$wMb-HeQhUVwMyik`EmlbvZ^OjcpDptN# zC#XPpT-7H{m8ehCV15=$&S&I#OZI{B4XGr&R^@wTl}vuq4>DJz!*?1q?FzF`FXjfH z4jDmaV{2(3I6c z8A2k-kLYYZ&LiE%18YNt&FbR^(gh(1?!DZP2GY za?r%+bpmgPO$Yf3=p5HTKq>t@?33|B0yn8Y_Us$`O<1k@^ zSDFe_w+EvbwcXSIl)|31*$j98NwHG7ooz!3{q44${bl>H02h2VA|8P)jRT%dt)Jm# z-}&^3+OZy-V>>ULFc9*Wl0P_JlB24|$^mXe@|30*F{bIp6hn&f-89B1v;!FSR`I>t zXokHSb=jhxxQLe?K$p$mSPr`v?nW`;(YA@!RU$Af89VyvNM;wIsz(S!8YfQ`2)DZ1 zp)H@etcG$ggA(2=KINICg$o))CKQP*`!XH@es7pFQxqs702%Y*MIFNrar=nV)3U5N zPH+}uRk8S?n_N+iC17Lhufj*oNkoPecmVtI>b`Y;U%xAIp96;?r?Ut9$WBaNFNRqhrAd`CQhS2s^b%Oz10TR=-!K!0jI@G(F`H z-N~aonR4{%*)+8~Uz4E;0FW)0)vSk;72X)$7sG~DH_|!R3>-TeG!3t@SoMD-A1!(^ z43xLMSV^^shH}7n@zP`Wz6LGYE?5!?){T`C#-s@wmcZAD*j+`Fa&Hx>2YKd_OQHUl zEgMJY;J|Ru`FUiWOulk^RCG9O8e@Z&We**7!8{>tQjs?A;e%zKOq8 zsReqwD1aqNC*JSAzSM_+;XHK;NMF3aM3SiUO4pi7MaYwGIU%@y8C4GA$Lr#$7X1)J zk_0B#WG{1&(^?vl56)`yckzqW`X$pkD1$+~`$iHm2*?O4_7-gCRymc(L?%FDxPow! zjARZ*n9c%&Yto`*zEon}g&hNT3OVp~L{cJ9q5 zQvUSLTO`q|w_zORwJ#y=;o?l9?BIWoFcDBQ-(7MP?{T@SPDutO@;iFmXj!IlOJ`t6 z4=*vMf{FOLrN~jC!3=*eMWPK01uSl)40qYv;iSm!Vup@Y4_95(MG%f^&{A;ZDez|q zS|*qv8}jhHOJ>Phdop1;i$~m$qxP5P@Ocr=-%HNti0&zWv<&Gz(*M-K3Vu!ePb=gU zHpR6AQ9@Fq>mA#Qq1cIa|R1;J{gdLLiiI16(J znG}w{_OQmie#aIxH){Q>%7uIf=R%)mz~-|N6z`n2|#0g!%HqVVAsl{Stf`-PaMl>mj*4 zly)Vm0ztq2HQaEtFi8H%etc2(f&Du=EFkG7UQ5Y7A|hJ^Qxz4^Hx zO|;gpo;Va?H4aoYuUz}6w}wJk4}hg)3A(38lail0RyR67I7aaTIdLVGp2H{d81d-r zGanWeJJ&5jGvQBTn~3bnRl)A>(P4kn;lD)@RU9O3pjU4oqPaHx)@tY#YeIg)REaZw zSD{qHJa>J#ih?_tqOuZch>gq>KA3GQBc>H4X?3TYpH!VC z#xzI!p%z5K9zys!c`sb7)h>g_f$c9twXconEMuKCduVutJ_ z=!y;mh?5!Z3v2097kEb{Luz!7!nK-oi!*o}3!#Onm_j{)fO(O4r*e7cFO_DqRv(sS zcZ{JaD~U#xdaa*YL&oV_1e73@UVaPqrcyEv*lJ)y z{$iy}#7CGNL>3c<4tu5VD8`qA(crB=%_=1)knZ0W0C2*{a-8FAYc@K)>#JmvVIhwX z*Uz-7sFPU*7%}9t9j0Jstu)9nR8I*@t~bj+M}G5s!QH#F^pZsF>Jd{I!2zbs?%M*+(Z?sPC}Xj#*oV_~Dg5r4MHD z>e0fFBp-K#^yL|c#X_kF2!#GwjZG;-Pz%Q25SX+N*Av6`M3JCywJ9Q08HKYDrq`_R!a8CC4z6` zY%>St21qQu5DwL|>l=#R-585>DP#+KYv#qV@7jKGP>bB3`3_VOg9{13@l5(WT|d(J zJ_j9sAj}i-ML5&{)Gp8nC=A94pWSZiDRqjT26i?tB6IpB;U#ub(((+H_wQx0yuTK8 zT%|{Yp-u;(zqF6}sN<=Pb!hX32-uGK&1DHW+FI8R7=+*&Y$NYo*6=(D4)1dU-JkZ& z$DF-Sk;qatW<7;67gk-6kez7@M7!Dc{F}(@oaIxg9{id*fUA@8Ntg!E$J$DqanM6b z6Y%cYR)Y?ox%6RRg*(WW6QA$oe9p^3K-G~sY1a3S=S3IQcchx|2zW&0H0=gI$ih`#!9F4yFL?swPI|l@XR;gw2*=EBGbX#Fl4ZH$7!rOt=WcR+sIp|K z;mOOV&SqOXceJoyk9V#=W=UGD!&KB!2l)b@3qvC7$4n8RsHjR6A)pr= zQx{*#RT!tJ)mKB9ga^3LVUb8?r)9cz;cmxMxW+&7R^Xh8vAK0Mm&~5065T zY7{nPUlmiPuV0YB@oS8I75R*DamKZ|lO-BKPBasWyWg7|miR_IzbjP@HFr@BD-jR3I9nPWp`vbsYc5 z=Icf8SU^`@>^1!*UZ`s6ho^DG#Z(7+|9kHfS;1u86Kf&75qVVGNEO8?Ihr!59PtNi zN|{Dxxtj1YBQ$FiexWqn1xNUr*_$5%DNZ>}a-4r+(XzrLBOh)~s#X#o+`N%cSln7? z%e1)Xjz#@$tEWnI7sqM)95b4>#0&zKX1YjG-Fc^;qL#cH7p>ag{83FNcLa10zfRcD z5rCK3D@a))SQqMTnLuta^YAsgL`O_Z*W>a(Bn$ygJ!?>YiL3360Ju~6FuHz!1%F!^jkbnzF`=;8W6nl(w#?M zhpUm#60UU^JpgJwihtk`jtmR#Azz4KR;iO?*FX)Hp8eDyo6}rRO{a^CDTrin{cJ(c zn__dz>ToD+QW3S4pTwGAa5P)w_2#-dmtDjBn|)QD5dfY_f6BrgPP|WS>{lv`&&||S zd8!F;{}@-FeQfAs%FYTxxId6B)rFv=ODjySn-+ua=w*zxiwT{&Nhm5eh(ok~bTdp7fwXKkPsQZB=wd!|F#xSZx!`a30H$K`=uIs(=*Um^ zgEA!2$8ZUQ?h9)c5gp{2EJ07_%Us?hFLq!uOS`~`j5K;2Qcqh?pUt1`yTsklXi~9a z$EXUF#jbs*@1|*9Xp_J^q6s?N95JQtRdYmHOArgrFhW3xC$*()D-Tx2jjB-cn-?21 z67n3Bq9A7{2Zs}$ueg)eLu%_U8F$@P_U^SH5{SnYk{ROSKd@qKGQ|csNLc=0W!shr zDu$yA&jEQ^yb4f*0>&OPnPf3(rw|2qOqwbqG&f%u&F`LahWGy>V|FIFO4b!S3U|Z zW@&q}r#~+NU%(;VL*FaUzNl7N(AtRQ(6*zsTZy2^f&La> z7U9Iu3#U)-n0~qb4QTW6@zp=3hI9k+L}Pu@_H25dq9EZK##!&(bN`g8gxkZTFp?Yt z=gI=Q;5)Oo9mmTykP~eoyuQ#BwpRC;JnSeR?vcT%Dm5Z|oel|48#5ukplM*5h~o7G z(*g{Y@}umEnXkbpyK3gw3ci)NTzhf(5u<&|z3mElATd1Rsm_M4d6214-|ROzeCPGO z>)k+V4tx#knq*<94(a##d_uCnlwvrHrp43-HvT~@x-5%F=Fl9xthDaaxLdjhOeb6B($(2IyMe0JtfFm7z9Urh`vw%PWfeE5KtjC%|~(Rt+6 zVe;9nT3N#g`&AWmncK0C>+d1TdA_$LdR`}CG8f3#dO{l)E~;%~lMj!^`Jx8f{4I3R z4UeW?s-?l9$ZhXES^~^9dJ~g^N17v(FX2uXLi^32?cUwJRpFtjse_k!RLg6rn;bDu z8K^MEH>_F)5eLm>;;#VW>TVM!T9a{{2OufG>%)02Dffnrc}O3SPL4pPRaU!DU0aM0RsRi4{lM318{NyuOZ#e0Orqz~n zpchq^H^*iW-`9o}GPT|eIR^+%|M-rPbjY|qZ-cfUskF|Xl;x6jBS7Y;JBXttNw2ll zXheyPXqG5YwOOjf>pi~^v6i)|cHw2!J&0;$mzI4Gjx0YyYXB;&3_xpz^Ow7|wB8jB zFH_`CCdt#etW7J*{Q&^i;*OPN(QxsAZ#h~w%KP;pYL&_RVp~}=rw^6K?T}5Q!1ycx z>uqb4@rO~=H}y~CKfkA}+8WXzhjro|C_y`=zWcDeJ`a(1GpeN+Fg(Cjpm**F% zVuQ@nn?7ruaD89O7fIK9QiMF&`ZJm9u9x^-F2UEo!P;X^Lcnk{tq;wg)8G)Mw}SQ{ zYoQ`?L~5SsxSP+<&vM?x6zZd^ktLOe^*i7J3SqKJZRkr=CM}d%h3PeC{DK1IoJA&v zz>yaQtL2rgilRc-Y1b^Ln=6=v;9>Q3+jJ3M4|n6`+>@7H(|s<&!0?!tv4z¬Cz7 zk9{8#L5(ZyVt?o&w3Hs4 z@b_-xcXTG@%dB6`Jl-}_lXU~5X|oFX=8a}WEd3kIq{kG8T!<@;@K86>+4G&w*-G6yHAXGM>;#QgUY0}bXgu+GRI-~x@ zW!gu2iMisJltEsD4;Q*9P6ff(d~PiHF$n^$j87vXchd?2dHW9v?qV-*+M+h^#v#&o zk-Ul!3cmiA#K!rnV!N#>WxVx^Z!sDvvVNlqAmEZYs0^X~=IQ1&AS?Bzlu|0(F7Ini ze1R7Ck4K>bydyjSW75qgKr2*-2POmKMg4vD>M*dJlVw!}lyhc&YR`VeMGc0N)s(4? z#P2)sg3VQ4Yq+~V?#MqliTvwrGTGq?z@x<8R4Isn+5GcifT~900SE12h*L!E)Id+{ zF`IGqlDp#+Fk}(9;>j3pa9Au6P~P9aDA#BVn5z~=mErijVnA6;!ugT9?AB>6uiuu4 zOf~u+??y8X$`#N2$VSMm2+tt?kB3tp@GrkS1KVtCy_ag*J>2%I?OCF2?gukK?{9fx zzto6hCrK(SMYsJ8NRH&}7FXlG?Pf*Q?U_VY%=}*St-98SHpjy`XD-YAdg(=HxPLDQ z18^l86VoO}|8*hq;<&luLyLik@2TOG{0vU7gAB^)KdTz!f;Sl#YTA(!OWiQPU z|52t@2wiW!+P}&nl|8$Q3a*@1$H_sxWd4Ps+kXg@h5->e_;8(d?E#YxEm$q>+ zgqa}z9csKWwD;AHI(`84d6pmVtD(q!+wYIA(&qZruPtIzxMv z;|K~cr=EFFa}7tAD6au*x#H5n{zO_hJevReA#eWoxf+atNd+a7{*AB%Ay3Dbpg(Lf zCvEI!$fE4b`ro33&tRK^(?AkA5FSJBFAASXA2cNs2=BcA(`bnGe=SmH81UR#n0p)h zuR3MNpxfZkp+v?Y4&Y-Vf}mRe^L7D?;gpRAL{_83ff1@c!0IMubH<9puLB1Lwp_%) z|8@=XYmaz|<$D4#d1EU>} zbU^7EvcjwJP3e81ylH{);~KLrbGM@f-O7$wfs$eTwz2CFA=Q4E46nTW|>Y4j1>eu~bYfevHs4HV})D}KP!>YryO z&sFynquZi^1BoQ-Io5qLI**GaZ9`@uk3%Ilsx^Z$O@;n!krs=QOxkHDs$*-G3DH<15N8)+>PnAcTJ zop_c7z4g7>XO@Xt+4QOfwB%#o7}ZJx$|sD#wocjP)zPWhkeWDa#@17EUDzdldCz9h zB;Tu=S`x-k?7(ZU!$dk!oFb*D7O>Hu9;~nmu6r^GS`HuiybY8j06Xd1w)?iX1o1tK{sIhhX zvmPK&L&kgjgZidPpbMaSe%I07rqwqw3|z0O8!8qBk9^z-z)*PL4wN*LwaT>*P5=pr z#0CewgOeuYCZhNX?NO@tZ9Z??bTfF5ECy%3$9t>;L`DC%kNW%PzZ{5bUWLzT*91_V zWe?(eiAj}vDl42Pit!3(03cM+0v5k`R^oIIAY~-_bs6mXho%9GT2#|_IeiOY5==I1 zS((W0JiQI^eBFv=db;GWlArYWdo9d1v<^BTmc!%Ro|O{k_-6Qo{E7M z!f*gA&6~3PsjcX~t|Kn1Uo?qKstFm6 z1C=RHfE>g5^8vOCPFoz3h(@1=# zSFu}x;wahF08;gwR(z@pdRC3)-qe7nhB!1sM z->#$hJBa>ybluv^kvcE6eg;UiXDLPW8|WT#W@_(CXZwwh zUJ$-AY=*+9kvv5lZR|zUt#pv~|9N8n*YAkHDTAHg#L*#c;^)2P(hQK+{utwO-e5=* zbnt<%k_U6q%e9hRvSo{X4g%=&-oRCdW96Wse*&HB{cwB@LU9-@>Q=@i;}OS_!2zdL zvD8%BHSQcKUwYDKrV)b1^y=+d|4!uU7Rr=b=Qz9qB-thgX+DY>G=B{C%ZO>~r3sfe z`tgylja>NsdKxeKKJiaxn@Tt5nzO3Km<{nFjy!~lpR2QB_W^G-g7 z-rC&So8Reqe_sgSocgXIx6pv)6+V(KA}1Stt6kmLh;`$CRhFc;Bx|JqT6J8_l>DJP zs@c6fS&$Um3i6d=y$rYq_)53Jo)PL(BTpJiFxCC%Cwk6}r)giPwVk}Oy@Rnf=T~D=gcfUo&w{#MA$*P#nsJ_sV>O)q3z|oU(GLy4 zh`}^>)98w{C*qxRtU0Xf-11$p(Ua@WNMbyDjN)l)E)?y?It+aa|92M=xW;TZt}ED= z-~-SbovmiqG5*)QoL^F8BI6+9Tf89I|8yLHsDZfZ?Cjl@@6GOWt1!S+dM_OQ`qP4d z;;u6nsuc$DP$C6O1FJC7U~)MK6E_Ip7fpUMkx$mDnPWTmDxSk~B6Kd=2^p-55%QwZ z*R%6t*4`Y$`ax@HwKpb%0S{WuD(r2ol*9NJc6b6H-rNN$TZyHHqr@>sw*g>@rsN&r z`OM;{a&ulRWyaf{%?7m=d(t&Fz&zKcKnLJ2`F0{Wy~I-;AKhRiWV&mH1ld6xo?81H)IEduH6{BJGUh4S=NL6< z*ghN@k@E4bb+x(eaj~wn6uq^bK%`_RFMu1P{p~@ye7)oHAKg9dZjl%Eu4B@odbBl5`SM7D zd~&5r5i=IM=QmZS#yFMm?M`ELJ0Y_{+JH|ECHXE59T^4?IJ40BF-udoE7t>{y7$Ru2cqPxj%m<=w>!fYx zF+g<>d&LI_G643;`D(lIrlv#gXP*PROVzp*Ac$AOR0egHL^69*CzSJ3WYy5f`z4LI zc@}4jIdY=3WZjb7JG<1F-(SaZseO$fjXQE1}G;Gx?hT&kE7A#$IwnuN+aB;exALjs+>riSQeWv=e77)mCQs zmf~bMB+}AsaO{EM3u)!dYZZ7UAmH#C#gSw+lZQT#(>XA-;8V3Js)el!l2)ne)2!6G zm)EPG1whkSw@q7s=vy7A%CSA*P>dyBn+8M2nqcb_7q!@ur$>#emECVF@RaJ4MWuZD zoi(ug3mA8#`oe0uWsbRwLvpqQf;lh&#PXpp+6KL(Txi{3Rg>^5A2UgQFHJdfql>q0 zC11vY#1eAS@=>c3DzN120>HS@iP@<`RbuC=UNA;8Z76hRgT9l1P)Y?@En&3qOCJVu#$c{*i`(>1`QDxX%1#?-{Mn5wEj zbpZh8eE=mD%rCRs{M#25WcQHB#pou=SaFKcJK7KD$$Y#S_A*bp?cGu?z$kTF4lAe% zC<_RB9+PqY#h5BIIvOI?cu8Rei*_3xE;VbcnSQwdCR%_B+R;LT`i(d#>zGiHX{b%; zyPz<9F#TCW4ob0km_G8T`_kv})Y%8W_29b%zE9aU3D}MYzX4`%5l7eHI1CBC1b}K& z8PK%L;{%qc#_YB_?|dz!=;~MK*lo9GDTppn>lN-?VZVmO<89|Jl(xYCv{-?N8+1S^ zfz7YfcL#{q-(?lU2eY-xu8WX;Hw0vBYaQ%NN^T?wqi)a$6KA7_v$)@JAk) z4jv}}948pS!}wFb#VV#BV4Q%t^X3r&mh21)C1=(wiTnD>xuZR~*=3u6ekxswM%Llx zSVTAyY(?$YZSK{S&cO!ciU&QY*0r7|5r4-FcJ1KUCkk>XlYroKpcC$?NGVPHaNP^h zOz10uaBxSA z+nXrebQPoqs^MoFJzBpYfyCEM&YPC!UrW0*B!^sJX1)Gu&5A#&IZH!?&M^Ly(+p$+ ztWU&LF@t;>fbK0cIDA)i1k~ATO}e^MRowcnzr&xQ!4pXmOLJk;_l4Sm1aSKrH1|Hs z=pG(u@k1K`Y|OQ^NoubB)GlXbjS+4#!n%OT&O4gk8qPd2#t%`lseJ)?MCIZX>DU40 zlC^+Zxgzsb1W8+U-N3<5>HdlHhm($jRio#5{8Qyreg#0CW@A6H)qc;czZ7PxBMk5S zw^;0XVkDRa$r2m{Vw%gF!uy>oQNE2==RpcPKnbNKwf6U{2tNf3lOrg7%ARMYf#_{*2_#E?O zu)iw9tP}-D1)+N``<%M!Q=S*cKQ=zKs8-S(!gX(s;YyIZI zJu_&r&+ebVb9wgQ5)|jrDB6|7`>U$`YCLMcYPoDj5ZLgb{$yI)_&d`uw=;MX7mPvN zF7-`0D<5ama-#QdrKFPpIeT1X3Ruohm-bS&E3IjwDnQCk*hhKavM8oR1CHD_DOSls zcif&8G5QepNFr!at>Ovbii?({ArobFZVwH=Z=C#XWE95Du$Cg; z>av9{5=6dnPA6KGLA!mvJzTXnhCSE2ZE}4ks9;!_+9c1ubk`Myzmi!k-%Z-eFT9L<|Sequym5nE?5OSz}gr!lp&1><`}7hNY1|Uy)q@sJ_2Y1Bd5OK)IVO$8aqZ1>A#RW zbbzfvdRtd^Ja)r?Uh3eODHKX&wf|KCDBa<{^V9}1~Mn_m9ZSeJPw=YMQ$S%Cd08Q-{35L{_K=C`8xnWm_U86w~_|0 zq@BecPeZ24S3BRnksTx&E;5A%GCAV7$7omSk_$)JAetF;z&#;QzKEAL_BE@uk>ah; zeX3n@f@0};`TZX6qil1nvl?dE?2U=H-=CZ_^dweh*q3z`17dic^fIxz{GKSwwa&oe z3WZfay86DudF~%67iXhlDP>ya8Cuz51^p>!oju&MKkWE)8v{Z%oxc#aX!piY7R-kE z+}wM|F4{UQHz*5w999UWNpibyC20@9&^8gXka_`TlsT*4U}CM*1Ux}mURmNdsnn>Z zL8&mXGR4Qg1I(vyI#senUq0MWqb`Sb{KwnV4fF&lkVnF*(N_X7h(~a~*rVQYIE~Q= z_}zku7S;?6fW&p8P7Wu?lNvLh6vn+s70{H>*+Os)%rg%B2F}a9+N}jBfteE(VM3lx zjoE}GR#LJ-_e+PF1~aZK=a1l$#y?ERHs$&|tn+@apb@_}5_h2fMDb2@o64H%ymw=*#fHV?HcXxM+ zv~);I2+|=fA>AF)vFJtn4fcNb`@QFU`|Q8x$2tGJyr!--=Ne;<=eeIdykNRgWB0w} zc8P!^SbUf@x&Y8QO%E{vCF%wszuEBBZu$@(iywtlq?}FTq>iN%e&1`~x;7Ve3lGC3 zc~|ye9%wUEXPXUj=f~G2rcIvkb~pM!?_n-&YmJ`UnJ&Y9*ew8F z;KhXEg42*i^@AlT5Z-ZkMHak0g7iehPTcZs}F$j-HGO+55GRCdTrO)%q&mH z+6X_NZZ|&-sbV|Z9+`sCN^4`O8FVkG7o$5*{~UEtYtz&AIBLYXxt0!-`mLi(pE~q= z#ET;E;ByZqFCxX?(OelG;2KHkiju3eYVp3o-pIwyb=u)Oo|<6u-iN>!Pr}FGpIc5U zw6Y(SJ&KybR7>(?-JRMzHyiyD7~XtphBhhw)yWqYAMJnf?_Y^Z{s`4>?<`yuyNRey z*6sTNt>c&iF9?=MHlBIWOCGpJK;0mPgh3egTgfG>lpWBJF))5=`ECta&|B(LL{CM2 zG}91_I@w@E>r@of=Iu-)4j^&x#H$pTq`s3X2dwrM9G2kFGzH8->TXJ5XRQ#!UlojN zk45|Oq|ZB#4S?GCu#HbcLms}rMqjV`0~DUsnofi@gt-j%I9z%~GA!B02ch=nShV_d z^f(I+7S$YN0VE4D&T=F{fV#0!MAREcA;wbFCj7PK*I!1Ei#(AqWke}Dpj&Uj8m>(l zLsJLkqMxNx59CJs{XR>O8B|bcS^K3^R+D@OpuhhOasNzK)A}>NF}unS=%aq5c!5B> zH;$e>JrhOB`~AlpO*^!$6d8Rbx9)qB79EFq*H3KPSc*yJmYQ6qDDk%hcL@Bc%l0Q~B_&X50QD72ah&Ms*A_<3^bBnGX?h2_)}H1VwhTnf?R z7fTBGvV=@3l4QKaob-x`3e*I2lxSVeE1rq~=Pzv4e>0z(J%(lmdi;VontinDPtWCX z4#6)6+zVE?f?v2d`T7Ky)=MiCHTApRBxY|BzffoQsB*SoFVE%-nEit* zbJfgJsq0OaJ6kTpHa}NmHW-~&^TZt|{bCHGdlu9hkj@SXlU^)_l2yjw&X{z53)~Ih zjf2e*w}mPCd!ZO7>~wRGQ5Z#-N-mD7sFFt1Yt85uWDzNpjDM}wbPxp$Dl{-r6BwtO zXYdZ_7a7J**v2Lmehn~tGa~tW(%(L|Pn0V~3q@Q!l^)0Nm!|xKClNTs*4 zoO%tCR+|Cz{t~j>iZ-bFGK4CizQN`ZmhX+FWDKW|9(`sSECqxP7PGnH$IV?%l$$?h z4Eknd zQce^gs`9%X={Zg%Y4)4-iK{te#r1-%;^rL!Z70DyFFZP_Al9yEzN%VA#RHgcDk|A1(!mZ=Kcq{+AKz#%~ zoF8k{z9`*)vSXfc2b5ZN{t~xbSC~yKQA=WUT!(PK%s^&P{x|3&F%|$HiHE*!MSOnz zp9UD=pgX`IN%7(Cx=TqZ<#Z%i2yiR@?@vEqQtEN0+MqN<|JYFIL6G*QJzmY1q0`s z^9&o@?#r&El7D`>`!kjG0MutPy;!FJC>ZEZc;6p@i24VlWSln$2>jc(ayTed*WGs< z-v1vD<$pXTg&y!Ni`Jw1%Kw|N^l!e7q$s$mPbTj6pI_$RT=DpmurPqijqtswY36?- zp{&z@tEfB|{|Arh|HK*Ia)Y}sxmxGm|2J>3{~q;2aKTk4qZ@7i>7q}OU__zRLma2g z_&@IZ|5zvPk6Sd13P%5*E>eFD786UG`;hRz>rVgm({;;$t3=NmIRDc{1;&q@hm#(Y z>3>^h{nsO*rUF-OY>4s3a9E8g=iJ zRG0s>YX1MF^^a%x|LLXmnHc5ZUtR$Jy~e;F{@+?=DeBtofJQ;DS)u26$T#zAGvz(Q z%HQLl$N2H@et+SwL1(Lv>vhsYjQMa^<@azcKb$4D|7G%PiUFA(3?Ms$ATyHk&c^TL zxv~PWhxD>xik@SHp7Yp?o90$M&hX=rWf*wf65PG`u2rd6;M`i#4o*P&_iZhXz_PSTV(b*K4il#*U8D$o*&4kb$82Gizb`;TN-NkkQHZxiD!R>uo}sjdEq zJo-Mnsm!+N;Vkd8B0TO=GZ=rCrVM+&O7E@2NbCrSmqc z*{*hrvi|@}OA0r3^&QtVZXX@{rGFuIE0-yKR9@;$5-YzA2xeekepn6`WgpF0yw2j4 zI%?YIxL-0j+Jt-ag*Uly50~HjDvHPKNVIS1u7M*KUB0^NL;sW0*Fh+bAdLj$6yI`3 z^a{9R@PMA|bj~b0q+-hs6(I-(=Mx6uz&>A`_+>DKkYl$|S#3L$--9;~AhG)7Jx+47 zT5r02#>uDKX-RoLM2k>9tMWJ_AFuF1&720Q;`%5XYWt(NQBm3 zNO>TYo!b)%Ijqa7qi*vN^e3~I)ml!yjU?b;+np%FJ!REgc|IcAd{$5NG1b6Rz#IvDdO@*__3-%Pa*n8{ z>GVdEemE~yofnxDhj$;o&uIx;!W(cTjOycDKk76r`zFRO)V1Zx1?h7bk}VW#gfx2 zaHej4RQ$ACd(3vFI`R@OL}LB1DzObN5eZ;TL=*Iy#_Er!3lql+#!eNmYqRz|vg-vbsuq8mtbDIr2{=Oa zY+4PYE(;QWuhi;nR*tca0WQi@Wh2FB zhbw;m3x%H7B6jU`5?S~?3FAStBl}M-gZ17mJIK=ngr^BPnYJPeBM`C1^~Z@nXo){u z;UDfI!wXr}S-%A&tJB&1IHXGS3f=u_8%kualrDYys02moP-2d&t`zZiXS%w=L z^Zn8$(k~)1W{3#hs|GgkI~iG4|NUM`j=VlA_}H13sI+A)H_DGJJ07og%sx47(A0tS zh-O)Swgny2%M%90b%U&s#0T+<{Hz4FD$blBKq+aQC6V@<($KW1-hWFk*Qxd>hfU5- zk_??yv-q85a}`}{KBkvVgtSulCf$k?zy2&(Mbvy$vOj&>w6$L`Uv3Z>fGqJVSG8Er z@$fkRGHkW}Clc(>m2Q}iCQPt)N#c{K<6>oG4!wDd{6+&D(}nJq0ne z(+00*O;a(_;ZI_=UQ;(Bty`&6oXosmD1Kh;bBkj!SNg*#ba-O?OqF?OyfI<2_@qGG zB$1R!q-8dQgTvD(adM%Xl}T@Brb-^Ry{S5thH3=}CmygRH+=o?VE^@ZA_sgY&kSJK zse4r$^B(hyfE`1KZM#0>jNeZ<_II~Q{Npb%XBOgko@C9Z*00sqv^RRrvun4gIBpMr zLt0KW#rn0qIYVjS|KT@t-Obz6P)6C)AaM!2{P0!>=v>r)RZ3p{6!U`p z0%u&psl5fi4XDrmj(d6#y}h}ejPq35YyZr=kHrMZZl;2S0-KRag0~LWtF5G#spUKP zn_`V>9`c1>UpBt0(BfdyGn{(rF{Fky_ed|>8o~+hT=9WrifR>RFxsg~Agx=dF)A9l z#6X7OPCl~nkwa>!NqU_wR_QH; zHJ(=JX|&y)4!VCDgK0wg^Yl7lk6_oXs>MLsX8xZ;# z_pi5j1n8I3wRjo_6hLz&svY2ClN*oV@FD9Yc{@IC)dusnNtODtm(7_KqdQmjZJ!-j z2phsZ>5Aa$CoRX9MUv$e9-ta3c(Ff?z-ipQr2oS>Bm-z`+y$t!Ht%0aayV)lCPSxK zH8Db$id?&{k35~ih{D%S(3Mvo$*B_-Mwcgfu*LlPOfHAK^%INk`*p%_-5=I8Bci~f zH4Gh{i@O5=F0A_o`en$!TfJbfT5raBh84m0c6?8K+lfssEIW|sp~Cq^$SFD6+aj@5 zcpaAa0veCL(YJfZZ{zs}XodP+p1$sMQ+&{Urg^0InN^eHS}nxsdT){$08(+(au=W$ zJZ$1z|FG341ldAzh(B4R?R{JFnI1Xm{xys1semPEXk!QFyb|WRTeUH4Z>?6~<48s8 z&Zk}~!u*-;6dbWCAJNwZ&Nq73DpiJ3%sIw(+rJzVsKqbQH@Oe#|Bj(`?}Rg}tP*9e zWC%I_0_h_xMFd44XLM6An$rZOM`IJ+HN<%QZ;0=W$Ur#&M)#msZs#@m6*5iSlaIz! zpLO+9K*p_V+x?|3rJH9$q%K*^j1d)KBm=-7KQr1HH0p(L2)Q1lQUJKr6$COGs>=zU z(3M4or75~-{d~CFSDvdjDSDuSO0*-dH&1!3nYv`{=v{+4c#i*bL>!IY^@W(rCT$EpZN{4U%MQ@$~4?lD>a0I zcs7CVDB=DVcQ)Pg!MErY{s>jMR8SG}$)=Id&86DMKLX$>icugI4$AX=!MOZJMiUGx zwNd&=BOKGg1^eBY?}-Bu;Z*CDWTNXv=zC_V6naZ=5wlOYa9-+t`*KQ+OL)^i(ka4m z^jnvBNrk}a&dhUiWzya50gE(d#D}Xh+zzBJE@#;l&2laKvkH9?*0!1bF>L@;V{y1O zp$u3HiW76 z9`0}TSKM;7yL^E@VASG+>Mr#ph428L>3)nro%weBsL$~N5gBl0FxOnvtu^OLbDKId zQ@)|lTU%2U-L^i$zPa%Wo>7s}eK=P4EPCO4M>N~be6F{%aJTzT@$!~9o+7Fg#$8N)j zG<^5mDoZQZ=A>HBqej|4%}jbNPOARC%*}S4Yc|cyyaPV(F!&yBlasW$3lCv}@PnUj0=g_WIh@}$x9L^xy z%n^@){q7pGN*@@x4A^iu zZHCrktJQtkiD2O6B_5W@1fe?vrHHlGF;-u;v4&AxVaJ;=l zt%!aeb%EFNyj=7f16#KnV-Q^A)wKBsp|quAJ3yZ&^7p#j;Q;N9a;*?jEKu2n9*2k8 zN0Lm->D38{yX@7**6;E*hWfMs$BV(fSIF-AH85H}=8B?!Mt4%nR1l|`<@5jvfhNA8P*_O8_$D9FcaG_zMPFZQP6L36dY(txX& z$VR9~JVM-#v`+cTe0Qp*xk5o?b9+j2W>;%*jjYi3#8tRW+msB>oDDFfu|0sDob#eb zqEBwMBSJBHqg#<~v+d?pj`>)XP=|YQ3RB~IK5686^PkHSg5J<&5 zqjL~3JF&~hyEG`sk(4~R2M@O0!E5LVl&{-q?yZZS@#o>eso)|dS1`hIc`8AiaWHB@ z&P%cI!-_ci5L)~D(Fu&RO|VnVth}}T1nWmih_C#%>bH59bK~301~7IUFR-WqL_RE4 zB55S(QkkZTyHZv44c?JZ)u2?7n*hU`{mI6B0?kZPNNy$;B@Y-D6Qhabnr=_U?Z=$o zdz#)e(aDU=9M&@IE?hIbLik9$qastR=`WZEAP5Wzs-Lf2vIV^;+0dq|Grfu6^Px zY9gX*j>QO(5q+TtXjDPDPK6)K_$w%%dD4aX`DWBK3LN{o16{`>?ZJ{~uTa?3Wrs#p z-qWEQO}pOKXQvdYJ)ulg0QJ#L2qX_EVBVOf-J=IQrJLu1MI_A4urnhYcf;E)m42Np z*Y5fu>IIU*kX`2ObFnZ9m~!^0#GD!1Ca!bND2*TBE@E%D(j^%UcU)cPbZZO{o2MZ&U1c9yXHbH&TJty#SOEr{WeQ7EPrk!4p!*%o9ij|*30VOac4CXU9iVV ztY^D!CaO&qO;8xd>Bfi4n#&I{I^%DD|5cM0vn%wCyY?PE;!aKkmit%+Xm2dUMi)yKV%on6LLAPDy^7mAeF5YLqEJmji^7Mmyk91#YjupTXsNjdfl(#YWdz zXEt5b;v>{KcoD68WcPY1xn`Y+3GEBz_H9A007m`pj;G9k>HPE0<@wfyAKbe8B}ISa zrVQt9J5UF#E;L$wEdPcLP_s;NsUsM8I}|)BVqPk-QUzRr4lqgb`19}#1>g0YJsYhtdTUq)?Z84_NMLPTXC5;+Y0+v0I{@j-SLH7i{{X=cskRju?UM(b%+ zNa=>z&3W1la@0#EnsVQpUGdhV%LUAmyALxfG_w4*N@VD*|-~Fj?WhQQ28`~4g z5>v}hfXUCqvY)1b$5$mxgTdk)kQ4IyZ{6Ryq#60AUed9_&aZM$#8rD{_!Feo1)ml> znnA;!TEs2WhCoNN74W60$Wlx@ncc~G?WiCw9BqHr4TDGnIXsVI*x$E_N`*m;74mD4 z`$BVh!b4e4QS72S_fqA4cGbN7yK6>4{ z-e09rqCg$mVDQyaqd$wi?D8gXrjM88^*oKT5-n+Fc#h37Q8wtj6* zT;s-xBk6*pv$2nU&L~qG@^0pVC^32d)hDVV}00DvHV+bi;ORgn&lg8iTKzv zTJy1jTE9anL)U%7h{keR{O1w9`hqw>;9M(7AQ=Kw#$LaA-=y0|qGQpH09pt#RR|Ya zmisjB(_W_(Wv|m*2e_{1i@>k$FsYo_{R*{BfW?kV3*aJwBb$AelSrbOM#qzKMYu!0 zjB-!HX`1-e@t0`*0(e-OwtsS<${-u_vY8I07G^X5!K7qoT9Htvay?d(CPj-QL+fkE z_JSR;a+dLQ^EWTX!aV8p+q1OW2NZ7gx_ksa`m;k&We4IrmR1{My$GS~3sKlGbcRem zQ@6#nEcv=D`^{wv@w7a0txhUo0lA`pcmZ=3 zdK7FcjOD?0U^vr9L<5*Wg2$DI8hY0AVS07vL%(*`#?|G0_{wpow_;MqaY0Xb5Kn0rMIPbMHy^|I z^&kM`#P>y!f7%)HN1>xinMfyB4L8|2<2_AxR6|FV=Zaqs(A%M1p#& z^XF^k%Vv7rI&ylM(4Xdz$;x<65;=_ysjk%b&^NbV0QJK}Od`R|8)xTlV2&C^s3R2M zrehZ-&MZp~eUv)oVRWQe7dnepxu#islRcvWC^XY`z{TPh(-a<#;+|)KP(?rf02GKu zFe#Xhqx(+px=dV7|GezDBshX!RD_oCoIlZM?+`(;@o1@8JB)J0j5VCN6`$-~=+-J)}&==5SPEIRb(K>&LG1(*Y;77z^icijq1r!rB2mQ7_Lwc zCb@p*Wr?jk6ZIEdpK>$2C`nPrZu^dhs?w=aRGne2IE22sZ|N>;1H1as7r8?fSVas0 zf>|>?#{u^BA5Nsjnl(LsZEPIYze&3bB(ja?=&s2U^Q7Oy2un6|mrw2der6Kxa~LVH zwFW=)%}bfx*^nyq6+8;JYzIYX=joKD*=Ulm`w!Bt`-w&;`4XM4kp@VW^6o10rcZH0 z7zylE(#ZI&-9OFX%4Wq(*YW1g}(Q17UGz+ApMblPJ-bv2t}bJK(B|Xc|`UAR}JCzx=pdI~Q_Ok9i4b z+>?X#cFGjeNXThD19Y=!3y@S#7F;tCYxvnIfST$sane)FkPJ^;Qp?f3Y<5M5QFj-u z$0c#4_wrtJ1(A@#6^#wZ;DiXParHP7Opl@k_CiQxgMV1PpKSjv(e9ppF8$^W@=xm^ zw-1k5Y996Z(g509^(USN;)e^kBvXm!A=Kt9{O*N1^%g0=$_Qa&RYo!hv}jrNM`E5| zo*}3$bird&g4eCWvr{Q^N^$E{TTzUIV&86{2>PZ~L4$F@wAe+BvL?29-ZWgy^7?H1 zH=Z+H2(^EJ`bY^1{=zC>P$2JR2r(9mx{_CeBs|b?mRDd&1y^X7#X2Q~Z_!0aS^MF4 z0SA6_HmpNfjvBR`a-wHx3cB^5;<3Hf@3P?d>R7;rx`%TdKM6)95G1czSpb1+ z$8Lw-SE-C{it0q2FN8P?l>4c++nwB7<#)!V^}fAL#ZK&d-XdTGF{19BeW!&^3`sLG z|Fv5&fPdu+><-bS<1Gkya)*cbU0*DLFg5KD1AkryxUrG_3}cOxxxF60$(6$#OziK$TaV8&^9aig~ zQEIGML7ag!$XX_m1(tDpTlys*CL^HwRcEXuC?}77q$@x?Ay;|^5FIg7#8Ah9jJXt?oWNT zsCzR&5CbXJ>sU?F0ZKsS5n6W~+H*LTbP~2Foss(P-&r3ZC|N!gkyb-23(XXL7c9;> z>tR~c4Nq0z%HOr3@Z+ZXh_cCcpz0H~4#lR#q{cyft!ps1l>$f%f})5xMz>=lE$eN? zoXyH#JvnBvexqxkfArdI?fG%5NK$8gkLV~J-GYXwR63# z%TOx&#pW;)Az297xF&N&?N)zGm#~(<7(w&dRtqW$7Db|htibNi!3*R~dK4$t(d(WC z3eL&N3OLET67_4L5yA1}d2ffqJ%3c{tTEWK2#Ep})i}WUW|k`;yyPsLCYA1YOji~9 zH7uha33D;11<9N$?DAToM-zVjRuOsu6Gmg}y@Q0CG=@SFs97@A0`10(<2)`!Jqx`( zD5p`bZ9x+qYh*bLkNwKawY`*8(R5X#W?1MD;QB`o5u3-!9WWLhfTjo%grxCeL{34@pj0%~lhNF`ALgcZVO1DRb{*7#jUit; zg%j~ccPz;w@V@*`)mL@H=nlshb?9u6?1DX`w;XZ|cIVj*PQP&(7K{bG8+qObwJDhn zW?v)9VYj1{w;ZZ9g5^n07=t}+PKwc z>9Y)V-C$c~DarH|j{BTH{C%RlQRms)GFSc0lAGLRf)ziG6xrp)2tOP=0&rPTVm;h``$t^XAS# zVqbZBP0tV55%#sVxQ`)FP9tJ3PLS52kyWEK5d_d=6hhWrW3Q?@ z=x}I1YkvK0(_VnleXMm*u-@4*I^__L!M(=Yo!o;-L{tH13QeC!HvYrcSQ)iua1x9*jeeYkJ>F`o|C$A0#qky@Fx+5U(i{P4`x zb1?nIsGUD6Ll=(zsc&x`h7OlVN_GOHD$ylZc8 zjk(M;Y%rt0*)Y6e^) zD^|di4W}H$8N^=LYYI!c9J!x1(l)07_fYJA3$hs@~h#{mkHs!f+3at{PL^(+_@( z#=pznk66EIq5CaD{VqT-`_wQ)%&O3ovLf0azTkTn?o#kFlfjHK%65HX1&#QXWgiSwn**9!48#P6Dx|L8|-Z zafZw&iJ-lGUe*)Wn>F9t|Js#a;g;tHxn%9FLzjDQ{H|ZSZz;GlfQF~ArrGx%WkgQ6 z#q2~ZG<=g`5dbJcNb4G|-KkiDAD=lUSYS zAhgfgQe1t0`@%w5Wa!uznwQ@g_VLF9qg!tQ2hrOvKp|%$B+-n8Kj4Aj5%@;)0^YLi_4m=E#@zuq^0i`-IFj6M0-x}HkLwRv+BJpadiNa} zN(^$My-hdRWGEpbojfEhKWOH=xX^^O$j)j&6z%z!8x01@8+VS-5~^ITDw&`emr`!W zlD#?fKI};m8XS=>JmXvY5rn#ke{C+*?U!e9V1S3FMf5hLS$aSX?eg;;%Kg|i(Gr^L zo0{~TLDS`1=uDoV&YvUAW!&TMwb;le?#i=E1qTQ8<)tXu3wqSc z90Y4v^BZPXNo|KJuDVRnvSe&Sr3c$)E_XDJgZ-Mkk?Vh-^DJy2P$|0(w)u!QuWzTN z>IA^IjFMr>q#_@f4RK_MAg_BkZJTpaIJp*092j6gRBD_jc$s$lMWV5p->BQsZ>%r4>keS{|Gt z)^aFAdQ@^>*}u%14(tR z03O=@80@R%sk*p^>@_A$%ev9pFsTO@48_+3qUOvE z<5^(EGAe#oX@Eb=OTWAw5EOO|AE$?=%q0MoyKTB=hb*k0cK{chCYEza!7eA1E*}h3 zL=u!W8BXO?&0mzQ<2Pnxb5&?!oMVU+srN@O%o(F6);`)F_y?g{gVb|j(>kXG1!UuG zU)!^IZ-GNAA|>kB&AWqTe?nF#@V*9*U`GMIt`*`DsPT$$xp0a-) zPbG`7FLk(;QVV7x_+SXY~EpzGuOowU{3n zJtbsy*&rq(H$)pV4U?;dVZzu97Zloxd^6QvB{^9$+);{vaf1=bmfA83eUc{o!OsP| z!OL&DT?Y-b;YB!Tm;`$W_e6C?=lGqYp@Fe?SCwn zoZr&A66c1pMDl>5n2rh03WZL?4dCdUq(#Bm9%m1KeQW(Q{N#xH9~UgpBJB9As8bit{}cZU1U;&9JV6Xerk+p&^}epqEjjFL6)b=?sUX_&04 zeFh0T%j&vL-QOVyzh93rku@$v@DHsC42gUeiN2lOTPEW6i*H6RzpL5ssfnvj!wfB6 z=;|(f94-kN*Xs;x-SX&y^^p5F_0o5-;PBWaTfeGX({6w+d(nHv9$4mNk<%xTm7|`7 zK{aE_O@C5bLobhhKIbw$Fa8Oq+n|KDecloFboT`A_(;Z0QDVq6mL!j4vB%<4fLjl1 zU5j)cDh2$M1E8a79aym;-s|_lFhSXJW$|luKjLWrby3`*g_Q`c)4iGJ>2IM5XN$co zkf4&K3A8iwQz8xzDqFGa#>?i zofn2fb{;dg8*-Lfzv5@GZ5X8s={PA5uF?9hrVLbdbn>MqcIu*L-YIKesfNFQY?i@h zNLIEBrIOkq{V*hIb&L`sNindl!NKJbd2#KQh1p_2a|!x_^#;|}FmA33_WDIOv>zs9 zl2y1UT;79tIzxh99VKvU$atosBw1%E@8@&8!a5`RNHLcZo9~My(oCA(9GcN4dnRP^ zHw&-CR}4Ih=0TPH7tXG zV+8-T>z_`>;A~kys6GVm$QV-$Wev2?y|l~(q7PRlIypSIvd??qmQr!f}`BO9ly72hvS&$TQ~H?uz{gzJuyUHqkh zmF0X~97L)r5Ohkm_`|BmV2cpbpwjtHhRwA5LnuvQ2A)U?yMA8Rw&W-GtN1`X^qEKU zW>FSP(M04wcH16Su^-ygv3J&Qm_9=ox`9HCgUZK2r;g(4sUvhi2JoCBmxIm*6kTpD|+ZvC`?M4 zYEE`^5EaCuh%Sxl($3qHZ(UtZRyy&+P%7|IJg`3IBCRL7XVX;z33vR_Qd8-%A?_YY zmhH8?4;=QJjm3;`P9|xJ!5H=I66i z#}!0Q-8A)73RxC(+1vl=DFAN9WC%I6rcI;4o@VJ&n9DGgw(m@~Jr-w8wpFD~OL7=X z--cL7wFq@^SB~Q91NLS#-jTMXaJ;wjy)dIlrhBrJebzrviAzK626NR-8x4iZdj*eg zEqCLJ1Yzv&NQMw;8QJs>WNUP55x9dpY;^09JPgxnY14#JwHy~1i2~e#)6jgvlikor z#!c5n`1{*e9(?Y2uk(8f3V=+O#>8w$6shMCu|XcOUCw9$rf;X6|GPvYt&56&~VJsg!3B~F5=MzII+ ziil4}3l4>`n1xDcS3=2$0)Yng^@pQWWb0^|0iAXOtce6*Kf&S>U}D{^np;}~2o zRPKIa%mY|s_Y2J7`ym{ERp1ONP@V^V1&-OA%N&CG#Az7*YQ?TgS9j9xqEh9-)Tibh zolWViS@KxLC^A?ty7A(=t*c2-zR|qx;6kHsX*QG#o_)ci%!k%G%fxT2pl9a-YM zu_``9y>6gFlc_d8`TQ(Ne*BB1b;D1(s^axPsd2}xAsR3!Q+&2cgVi&d+Z7}#dI*(e zL#Tf2URpu-@{==wWCj@~=9xsu`c77WVN(T)N!Rve-}PO{_1@P`R{9<*{?B&Av53&Q zu>nMhlsyz&nYqo?4%lX<+e%W+o{*@|O*Dmw@9Q30Q3j@(G&w_o04>Ixhg@=A(JPEH zVMz`?e$-)Xs02Vqr(3;7ayn=aBb(-kVl4dr-lv>ex9W0!-x&B}lb3npF}$@L4!C;} zFd^d&98yuPQ5EOhj;7yIDOkd@N9P;(S zxjfQ_n#C^NU(N&|Wm?p!#W0{vA@1ja&;SL#Ee#aD{lgMqL;rr|&8@bgQow95o8(A< z#l(}|<*K>hn^r4WR!(a5n5dO&Q@=JxID>L7lCgUbT{LFPx0nu6!@uOW8hTf1H~M#t zEabVb)!XhS0+y42RRs_~sxSG~xZ-pg&itN)i|pl6;NN?8+b=MyjJUmRTd9_L9d7TcqUn@Un_=TNxzNGv0qEH<8f zxC@S0`~Gy2u-{i4wTA&TVXg& zo+$I!FF=&__O*0zAk5{_Or)nQ*w(#^Ki-wwwJ_x!D9}At+X4k6vY0=rd$0rZ15f-S z`S|RR(FxRZc$8d?tpf~Q+(Vn-n;ozvc74@*$?T9 zgX2>je(d+NoQaar7fLc|#4z$KGb{=$r_jOgtb1Cxm4B5on}4-)HYpGlFKcVzcFj`m z3&_q~mAQ%j9T@>g8&-~O+50+;LU{Pe@BoAb#{caGYC`;{2EUBK*7+BUyr zR=-I@NyN*jLoTf(F_NO0Hdjvh?VqE$13AOz2R8<6RNcP50*7YoLdfgzAPuC$wd0Qi z-;Q3fLAjFc@HIFPw%aaSvNr?GPYGU8*P)&T<@bXrpy&plNjZ761j3^=y?4$Y`(^DO zd#EF8Z>*Fc8(N=xtSbMHK8cRY-n(*%G~T5`-z4;d+Od7-yQ}JXX1Mj67=h&+$~s7I ziD!&X1x-hl-y>`-dn$IZpYgUdBj~K)S{|ssd!8iCo)WSY3kC|EkGtVgsC?7XP54t{ zLZ5Ew_wL)<7ao$&uxkIX?Su|G1Hqp37r7^-!uFv{ir;@J(EI9ze@yWFAJwf%!HW}0^!>=1bt zdt6Pr@#J^<4o1W9tzd<}$)$oJiL%P{h|12-y!UJ6;94`_Sx(c!i7Ehi^)sSfY8HkT ztd^vcjE+yZ1k2Q1v>8$%7)hN5CSJT7=d_U99$lHZ)$9^D!wChJZPZz}+8R+sncDgGEp^4|Vog(&*y)LP zR5CCjxjmVf8r68B&tL?!(XN3cFkevDjgT9Zkw~ILpSrtDtFA|I z-->{#$VezKb^cir#r7*NS9wUM!dXn{+;0XY5|#;NvEpki8Dym~>u^Ru`NvALz1f zeE#`12lJoB2c_R%2t8Fko(oGs@l$nudfII3OoAGjatEwT$tz3rFJG9@u0IdsS$vPJ zVU9Kn3~>=-ktv01Q-pt5?QY&ru72XIP-N2GN2dBaB-waeCo6_1rV{$Wd?;4_7lkhaHLFBPN%!!iL zdm`@jxl*Iwa(gpEN!_W=3=p{21xK>@WT3_aZ(NsVtqe^7+{@5ztJXe%#9(tyqzk+r zDp)tX0=eBBx7%1(C4(Tz7kdI&-pWJ1si9s(Rd1fHsI?C>e;p7KRQ}=zxZl}k5pnJx z=~GPy5?^x8wcBOyEw{1u7vMcTAlghbTi_-{WzAqRwaZ>?=e8gHGF66vY+6s^58}cW zOY#BPNv0BqSaPWV4}=P)(6=C}kjPbegu~Z`TaG)Yf59c3zSx~m_ON{B?%8NV4#;-7 z2!SLRhz%9kWc=ev1oa!Ug9oa%?=`9q=6^s9E2pc|);;tCaVkt93~>6ghUQ-nXG@$^ zI^I^=U&D^OUg>3hq2|c{4(~upTT}g*GNAQ26+(z@WA1rll){L#kermw%NC92puG zE4lg0BX?l4_}i>41;2Ywa0Kz2>$c+EomFd=6t+Ak(XKUjFuWKdoj{lwBK2dh8oPc9 znh*oA4R;iyT@bR}c+*2}5%OFO{->*f0kJEYYsUL?HmQwhZZGOl1yA$YrOgceGQ2SR z(5Cl>$LgVBYQ^w-J3W}Yz=>8c0&KKT^NXcjzqwM?HSA_hit=iJ0Ew+&*Rfg_<9g53~@|SM3 zAnC2|@wkZiFVt#d$sf#fdmvrHlWv_9*n0x1XZm{#OW ze6ya%S{=n`0nv8*$Y2sHYY-~-Qx6 z8m)GYyVv>}+coCzwXM691gve+~x)sPl-r zpSbBf9v1SaVm+>pa8;tyC%=De9M)ur1DSwTq3$KkgSDo^mt|E%ogQOInANlrnuOsv zsfcCbKIZRo

L?ff({rI+DO#Amh`5oG~WmrZ4$F+-oS#Ox)3uC zUbxLjr~NYgFyg|~b9=-DkO#NXa5xF~0`kTXA~f%|^JnfG%0iB!Sf}Y~ki8OmD4IBw z|FgGfCFbcza-F{_LINj9G;+>+lk^G)KkEDJx-<8dn$4(*GSo(U_=_oWX>mn>+qWgQ z4TLx6i-E(#du2X292OXt`*w%o2!HeXQ#%mp>A$TE?pz-gL#nG|mOI}COU4>gS;GBp zj;Pc=*2{4z%8FMJ?Z9Q9@3^H%hq(ibd&$t&AobXE*2mY7`w!{R(h!l)mtT@9J|S8wy#bfO_ykeLr`dpKI>0&xSialv@|!|y2lA$jl2AGFh}D~ z7R6C(FfVPjxmf1wFPCD(WwU>X?H*AYHF&NC!LH2I%~aZqj)Dk$=Pru%uy=2lm3l>R z_VF+Q!*)uiKz6M~`-~_;E~nSE>ifs+NkVttQz>u%ZGxr&QW<1;3!@zA)aOd|b2t+s zNsOl%bI&gX=Gl~A;u_zI=b^!a4{b0BK%H37K!&& ze*8}hk}ESnLke)io|aHwjn6r4(BJz0;=P$pYCZYbfqT_I_zt~ot}-(q&G1}c{7^T_ zrgf;&N$%z!9m*r8LFw5l9Ojgu|IN?h_%1{-Y&LA4K?U|-bYqSgPye5`=hAM<_PCQtKr=&1rb*Gbjg79iNRytqmg8QKUhAA%{mf{?QILa=EhocK%sA{kVqA!B+qCv|MmeeWot(Hwwh_vfog5vWi zT)m%^M?a44Honlq`o(PYMCo=y4`x%vh^~K8%7*Ht(JcQxzJ`n~rb1{KEQyqEb(z{Y z+y9aVL;XY&yAB%L1J}QGvp_}G@qRDFrvcVTrJOWFc)I(C1TG5vYkWBKn!_fKU*aT4 zTR+zdq)B;rljA0B0~|Uwg_7xT@vTXiG9e#e*n&v`E=SF-p922oasv0ve*6YRm-I%oYx9v5srle7<&C!0Z$Gd689w)k+SQqq zLCDOXw3$rB&@^HvK4{v?47V1zHDw9kR?YUWI-Kj6s0uMyHX@0Si3gA~nuJ;$;ZmNy z=d7U0G5-h&wuACM`U>Np|7>~TY`3&|TZ$}oG`l~3dlTsrYEcoJDpp-rn*fG~dmbr+ zV^Nukjt~YDcPyFFIHyRfQ4HC&=AqVp;TiZ z_*+UysZJBi0$WOfSIn=pdVyl56wV6pW4#9jym^rGy2CL+gr+xP>{{#qq1^E#*` z5E>38vi^m(hV%qSfGLZXv@}$iE?z($7&b!@2)LcV#i!xQUzDMU9R}hY7XFIG2f2>f zJU^Cu*Z)Uk^+^FV{cM)+e_G$e-5)%z1RX-7)?RfLYt`x~5c#Lyl`EW+2y%Ag4x#Hs z0y4Hzh>dYTNSt34<6K~p*vbCRq-;Pz{&z?L9PgWv%#9ZA!>tBkTaTmGyRlMz{a1ld z8#o=1KvV)YAvWvTtW)?1GoG}(;I))^*nVN_2x*48QN5-)bupc#6lIXRK2yXyegZTEKh%GlT;YPRr`<vUZ;cAm6-^AO>Xv^@oZMw$T0W`Nn44s z0Y0B4!Zt@NnH49<(o$lH;<4yW$M1W{PX)5`Kt) z(O5o}2hX47yXl~}_#4w&lJ7h-OYd`ABA8H4P}+a2j^_+UPN~RS@&F6NA3D>;7U~OE zzK2%}E}Nrr43w9d1E&ivkJ7(6ya!pQw(R5IiNCgLC{(-<#_Q_``KsHicAAJ^G6vn& zfw}x`5;qO5J_D3X^oBQ(McCc&^k<)h zg0%KXJrvM(ja0T>G-iK8K>Nb13YN1gjr5OsqPip8;~!>f-_aqzfE zVrd1RaYQg)NQ4W%x60@+G;Lt6cyNo88>a{#v^4nG9o!|9h4`G97bYy7;WLM;*|NZg zIb68Pz3EZjGlW$5d3J;M1U%16Rblx~>7J+26&RtkK9667F=}?53tRA>11$k4Q5*^7 z){c6FOL~8xHF-Oj$gR#wD0lvXc6nwrM|QX6S4WfSaH=A4XfwMny$6PlX0zk`o>Lk%^;>qnwYI);Ud$ z5G&h434!xZ%)@9lt2y#~M(A7dlYJ;@*We88YQ|tp{S+Q@&T>=ad1A_MKSnJc?rQCq z8ZW=g#<|`fCdhL? zn52gmYYde8)Y<(!`7RZu+V+5Djmlyx;Il7lc@na@)=%F&cIfH}A4W>_`0Tuq`JBFj zP?;xpE5NLYQ3H%XW@OnFv@+o)dqFUt@1~eEd)z~Uqlo=sS}xn!g0rsF2u^qF&GjqR zUj|2AGEr5^p-)s`WMnh4JY)=oxnwZ@JOIRyLU<>ZVXcO~eHl+AK?O; zd`2ODH-7INgm}bCCC;+)^qchzv~!m&)qZp%xtHM1HJV1Cahm-B6{*Rz`LXJ6ok|n} z?a)G8KNdqH->`n1MA~6AAnra0_;g|j2CJZkoxp9Lh4qiy++OaFMnYG8vN3T|v+-L2 zUkyf?L#VRaaFEwaW4l`PWk&GeQ!XbtnINIlRU!=~Rg*-0i<#-Nz|R-3bU7#Bd7t-H za4Rln%D%pn07?r;E_H$Qp#5q(Q(9fASf{pJip5n6>4mFAbpqG8;06lqu5oubvgwaD! zB{J~Mj1{RaPe)cscZq0!9x`oMH*OPN^Zu(0*CG$<)DcoFP&L>`Wx81b z4l1AOsL|ia$YxIv!o!AugSkfsy9p>UreEGpDCx;#Q}JZ-iiZE#co8gH2Wi5nYoj~+ z?&K;)A?HcTU>l-&ki3fPq>?N)&)zjRUJ` z^SQv**NcMg0nl!HS;?9D!O@MVfM@qL9_cIHMc@?pwlfqP8B;Q9i<2CM>`hNFMrI|v z)rhZ-$;otxhE@*4IdUVD5Pgfo**xr7JYb9;v(MMhOACB(x;#D@~x^6B15E&`OG8`j>A zNg7&CEiX#u4|<)JLH1bFLJR`J<>Mm>Uv7zsx?H_uK1O-hw_qA`#{wLWqW4H1gWc+T z-j}ec1S)+XwR;_re@P5iT>*r7SaDXai2TYA+n*B5Hi zhWsgNs4D@ZiAt+|!*<|6A@+n~n1yS=CuoM_YjP3%I=7pJO~8Q@fteYeSf3DegJx|(zU>?FD(bo8(v`~vT7+t#hB z9cD5e8Ly8a z=eSv|7+(ntSE}0lCY;4XIH$-pB*gc>VhCjPP=E{RxXa@gwI{TUiDh~YXWPXLU9pC? z3rqL7SC*z$q(d$o%LfHCED2e!?^D0;$Joo6=rf0#a&{BODEk2U^F`1a>^CH>C1$FK zArPp_srQZCLlg75D*IE_=-84(+X|T(is7t<;o1By&Ozw4y*phKT)2*jELtQdFGbe+ zM0&B{>F~04r>}5*`q;QYd$ufc^?l80$0zEpHH5gSOmY5G8l3=XYR)MSL{!RWtuaU| z>U3(0F+mZ8h$oaM)bdw9GsjY8?^~5`D~!{~3zBb~XkyShv|r3yD^3wCYIOf*B$X03 zhB!j3*GwkPk28Gqv)W5qEEr>dypp}a8LRR>a$Z|eef~*Yd9p||PQfk|jU47sy`KA* zww852!xq9p|3Ke3_SAXa3GTI$u5qx)==X~;Y%E9Zmn`xZkGS^NcZdi=_^7JI9R|p_{ja9~fD@ zSG654_Skn`-MRhVz%D(N__~otHlML*%3k2!HY`=d2U?q$&JiN#bi%cerIZ2o50l|| zlsFmP>RRvgudf$mzFMruQ5>+c9DTay_j%0hUqk3lNM1^>RHJLD#yDI7r<2TOaGM7+ z=e4UYHBE%+eQyMlV4j2I7bovzWi7hRESS^ZwlctdVugwU9T<=0fB*DNAi02fa3Jc_ z>t%8X7TRC<@8N>54;4}F$xg4u5165%Gw3AmJQ)O@e+$O@uP%_jFTmNs(MkWD8CVWR z&OUwHzIyQWDR8Ks4n_I)-yIYGe|&ZU;L1V{%&^?|eW4F~Ml;2EtJaM$C4d=?dqFbM z%H6z8b8p}`JvrS(W9z^0S9~HQ=C3j_VEwyw+kgEx#0RX_+HkV?e_fb=_ek_rd2-k+ zs6iQk`HS`bPpim|G$7!-V&25~ADs+UpCGhUbkNL#|C34K@zclhFyJQgKY0{NU_Uuq zhV-|{{O4=2*J!!W29f+d-C(lZy|6Q(snp^&Vvs~a3TFwZii4h z&uqW+)CEJvC#633(qL?rm=l=QD%=26LD@3;lbQHV^AA)G;lH^|{)1O)LMm{NOxxHz?bx#TlNN)qjd!5bXoM>YO8H{a8&&_x8f z@@roeS&}Dz{|~1WDcz62>IDow@XVY_`*O@+oId-n_cYkaz#j+}c-f3AYeR1$oe|c1 zqJ-6obxN2UyxZY`C4_#tX)2UmIoY4*|9#_ldW3`mYzxM1-6@hJ`%m|)a|yP?e?p`G z`TYO-`}oPsUoT7f+K#U2$_OCXR-;)h)SmJv9lPrf_9wrm0LU14?s!Bbb9zjkqx{rQ z{|tLxcj$Aax9D}rJGDR1=5bIf{`C2zEZja>nSFGfCEUk_WY$*1h>-J*l)wcfb)2;AYI-?$7V-kM4p0mOag2&V|SNN)Yg4 z8L&6*3OgB(;Q!bp&UY=63u-!#92XKiwkpf>>4&4qLmdwnRUf_Anjhmtk#XRw_&wKyhmc>c_kWXT%H!x{K+(hLvu-?B z>&@qhF(fADqtW-dcN+O4c}&uE4h+DPoVef@-Ne0BlH2e~2kYq6Fg>CVZ+*I!_L~avfu%yBn(X%PGQY(to27?x>wEY6xjX3)0i9Ak zUGu4`a5*EOZDDdb;E74zth7m6R4OxqZEUidyD$u}8uqXG{MSo3h6iq#?Y+<3^3~QU zvr?{>xj4cId_@fcE9tku>qc@B{-h7u?X+)Vvr&?ihs|nI#?A5Jg+!N)?-gKGd}GWM zmwXbR89zCGo{WkIt!D}o_fDwm(xT__v|3yIFuw+Frp+q%HhQMJzLFsdi%nrkDS+iLdrC(2u3oA3^O+a<31 z2%Zc5`ji*agUl164KRzqNwg{jwRR6)Sy`sN;;Z)9;m0y>?Tgi!eB z!IX`_>nQ9^9;=-fwP$0}PWX_Rs0a`*D+^g$_onfuwfMb+vzeoiP3r9?CZ0S!;;ZnCyT0gf8vo#$Dtt={xoRisZ~dug`{g&T4uv~didOV|Hnx2 zaswYgE9O596=Ttgh%-s(N`dz8RS!lxtfe979Y*@Wqwg$PKc;#YB%=^=2$X(j^9qzn z;Tp7Jru$1LaA02Tvx$=91Xbn zVOQs3zwHBocjYFfkc3K+ilzr5JetY9D;Rv-UTQAYW3rxi1%9!D23DXsn{B@#$xUfKy-2Gw*h3_wl@VIj5SBbt+Ui)8Qq7_wox2(CHvV;&P2!XHty^ce% zeOIdWOA8K_2-A`7V&H6BIlDy|eH-qXKW!_o)ZZ;xa2SYKdpL9>wKtSkP)&xv=MN9Q zE9a8Oh0>YiF5l_2m@GndT?23<<7a^TRIp`?@`_6*zEopnK+J%sZTsuKwv&c0I{%%* z#|gQkF;Umgv`OqA4RN4z1Sv%mkmxOb=cQMEoDnLu9?wbHTdWX&6mtzRO?_ADqh740 z`<2ixf<6qDWbt63LRy|tL#JI#_RRY#Xas`JuOk3S&A2iqhnj~XNPhHXAo|c3JL!P1 zaqNpE_*{7Q=p@jT;Utj99nb#&o_L^C{ZI`W*$Bcr2L^`1A_;b5JVnaM6R_3fLM#pC#z|ktZvlZoT7RSVX4c|X z2&q60!5gWg!bDE}*zweYeh!Rg)F6GnIF9nc?GPb@67C5Ue~03iWEfeY5a@+r1RV%@ zL4nfQQ0uS`G-I-n%QB04&1D117m=(MQ*fQW&Xxz9N%1g7$^Nv9ms>N^z%em)YyOEh zJvc#Jl>`irfpk+VeFX!u3Q^OQDh$>m6`4a>?lQlK7cnkS8X-wS4Y|) zvdtv#{)%b+q(C(lOsLjxTm8q0gjm}+C55mV`~ijjeej=^JwaEErBnupZhD)jQ-i^t zU+Wr)Cz)p;BZ`8{atrqf@L2A9o90Osg!bwLMc>zp$m!-tEPljbGKVG|5op%13M|!(2In zRr7YSaKEou+cKMSud+=B@!d~N2GhQ=FJ9SX)x%X)oMLL=cA^K*L2AQ&cYg>%XGyHI z&Cboxu#W>fN6C#-)R`Ld7|W%mb{e$rfBKwqiBRZ0F7^cb2T@iJ4(2ZF(E5EL*w*or z;8TNMWg_Ea=BZCP4j^_v5=>+yGZd)XW(NAIcZjKL)|*3r1vU9cta$*Ey?O^p7ikO= zQk%sFr6LWC+RaptH$j-MF@~qAD*9q-)Jqp97vzSPpnw%;<_khSHhQ zDUFF5{Ou*|YMYcw8jD>6Ut@1fZV#ZK4CMEL8S3o2ae4FOtL+o)bzolV>vZ>bxiI7@ zCW*3>`lbyw0L2g-db)`G=C%N2b2wbeB8}tjji*H76etHN)aac9#kT-+BzwG-Ke!w> zY(I$Ddjz@;R!!tMQ*WV;>W>XUWA_mT*@x}14~l#Dk4e@l>8R!JdozRtJYTC8s69Sn z^F4g#Kv8@s>kg4l9Lt7nFjUT!i!mQJ6>-d>E^Sak0^-k7W#Ev>!oN42XQ%82(kZ_& z2{hjtt0dsk>dotw+~jrJUw6Li_qEn(*Q7TOAAi|RuUw^##M8tNd{k=gRKrfwK*An- zc`8*w#n8Bw5qd`A$iC!R;rY;sn6FV5{j$k!$x7LL&3mR0F4v;7bsK8n%I~k^wTvgq z1isd`>)fBgB*}^#S(fJjg1BK29C|yu2t&W%ci2o1I`dQg3lC3O=B)J9Q(9P<0(A_a zN#vks>8`syMkUie^N2pa9Iuxxg$=7$yE$}Eclu{|DygO388Dh}E&-A2!^kqJbv<1C zhe7vx9?hJvRPiFi4){RXBrZ`vzWQ__*ZIRikEqez`1}xD892!}aQy%ScsQ^coO?8> zSLT^72k(}r{8rF0oa6bgbY6ia;G*>*`Q%L%t&*=R@C2I;CA{T3F-sRP{*)4b&1-r= zvp*Piy$(7t)}W)ealM(emW#wYCemrcM*^z;WcN20qy1ctdv8h`%9S7g@c-RzzV&1^ z@pTIJ*ZB`$=&Z^Re#_PRK>V-+@Y>>mh-K^4#l7ZWx=9r|2^eQI@&MVryjazzFX72h zc7AZ@*|NK8?vI^RB5gg2nY`mdI{L1WLb0IP%$_Yd4)Yx2vCt!1tjoX4M6pL1jF zjifjJ&exTu2M)H04d;{EH!lBD5xQ_Z$6PGZX0v(WdU`N_T~K*AqIl@i{mR8`6o;8w zb@~hN=h@!Sd+drJrtS=RIq}+|RY>%##px-fw+3KWUH7v+^0_Lj%UNCerFswwbo*e( zy#lvtZf(#Fka_G<;G%49D)XU6eBGO_W~aZ4FXz^^$keKpML`pvZ8&+JUmO zWTYhCo3$v7bD}R9g}x+R7hP~iUB5bBv(}7Kqt%wk6hl3)Tinqg&~xYf3B+ep2o13q zz!duY`zm=G**wh9{iL=HDw4%>iX^tCtTmM8hZ}G6g`DEu+T~BxOU_A{3R64A^x9QA zfvCh7J@DQlR1kKHNtN$~{L?_6@}aFm@}~M8{rVM~V{ojBA#E6EDRg`{zEN8iFBql4 z7RyZdx*zr&Ft5NqnT;jJS#jWe;V~~&JJiHC5E`T*4H7}H`Uic zYapAK9bV-?m^tbqc#L}j`~qVR?P_bQxHKyF2QaT7wMHTP3;w5Mrq)EkSh4nJ_@gJ| z+s5F_Lmx5{5o2!u-mR>wmLvi;j|;*?j&0a`f=98hgml?b6s{%!F+taO01`XYqV95fr9oW1_DibcUyAK;To=cn z)R8Z0MaTk%1~NoLdO*x{R=Yw}4|2iEO^<6+D!9(FNrF6|an(#%o=HRccdbO>Fn=2% z{gWRaT@o*_p3Le{_tM60b*tbJ7zx|o?2c2Zv|>N;9N^*P{WPX?thm+D4Y7z?TZFle z;sfAm{B@^m?66{6l2jqwxPK@h#+*h&ZK2rEv3O6q%9nY}?|TehKBbmwelfqID(K2W zR(^2ub6Yu4^hYD1ZmHFO=VkYRmkpN8+YNjF-04Q%O545uH)GsS=9 zArBiH;|dgi!3>g5meqWd?f{Pw70zpj4|s2iDZ#{Lc*1n zGh7ny11Y%;?>OAnqk^E#Js+-dp6XJxET+BDoIT8Q{e?jJfeW9nom*9DvqWdhU6mF4GtGQ|m^floiKDkOFWXNr``>z7311l`r^;rVJdC?lb zC&ppvf}SC)(H`>QaNYTi1Sp(A8m<>jNv%UjLJP!&S}hN9^rEVo zGs9?CE|H0K@0n?E^SrLxbK{R4iZMeG{10!CU(!U@epKM_?>s6GLVhtq${6zEUGkRa zPjuWt;4uXXr-jCExyM`W`uQ})Ktnbk?xcTTr+5>ch=;Nw4u_*5Og0b2qaDyM_uz+* zzrNzyg5WuG9Zd!zG}^Ab-aqGY9T8~c0&--+7Bny4>nA|&*H@*>rmr*qhf?V$Y7pU+ zXpC(Nxtg2wMvHpfn+$oz+?|}#|6^F}q%h_r6Nwh%iy&p7IulPo*`p%1S}XN|^_y+d z*k=vC%)q~&KMtO`Apk@E^S- zWun)s6bP8=!LqllTOWcS|7-GzPCO-+q24IuI@4~0bDFPWFsWJs6r<@{ zD%Rgc{flb#e-*R;y$?VF1=Z+r9(#MxEN`u1mxmFG?+mK6`3hy_UuOsfG3WjNIzp2m zc>=l_KC@#5=&(LW0;5*}&)JBuub&Ty_CQG{cyH-Z%mB~l|N6cE_F_83zyV=-SHli| zoC$+ctupWZK&&EQEOT=@?O1TyuLnQXIC~vgDE+vMM!@=uSGya;x~ z`n%Wg^tb>QIS4gV^juTf{`!Oc=MO88{NepqRs1i1-*zl`IgaitZnJ;+<$pcsn{fGW zi}2rHSeEkBWwafzY5w2almGVJuttl}|9Z;5>Y+r+J#{;CaZ+<-|LV*CdM99U(EsgO z|Jwrm@8bLqAJ+da&i^jXU*BBd4!-6+da8BPfd)!2Wiq#m9O!|j1y_Yr=vKo#KHS<| zgWB7I8f?5SsDMXPPo+dN8dKD+-0ZFogZAlR)2$rfb5dX5ozg?iar)ft>OV&J)71~u za`c`8^jYrm@LpP(CTBmn9-AJPwkvh)b}PXZkpHsX_j zf2^hb6Gj>YXYp&@5f%^LS%>j~X_m)fzO(~P@Iniw)^4jzJ_yspKTlJuOY0p{_{B}B z-b7x2M_`wvwpBgLg+XKJx1dN)EIdNaX6MK^U+WqaIP5zY3u$a$kgkaNBP3d_Q@3Os> zPmKksLJ!DeewkU?ICj6%{ILIh;vyr#I|83q>?N(%-uJH9Uiuz@8_1ZtKO2`n5!rsb z0WvU$g~?im|7f^w8cn&Wv_%lz%kc4eYJAOW2E5vSfDrMk`bWF0&@|%5hq3{cQbpy^ zQfK@!Jp%4xGaop(6OAI82&`PAZxrBUUYiRgxoYzdGtxGYJrKc7&y z2#N2C`M?#$ekS`{FXzUxzYTFXj8e2f-i%!;pHciL-dgEqz2&JP+&=0Qv53M$I=o&d>$@6ru-0(hhw!fROK|Zai zTn}+KN`nQejJXk1nI&+@DTp|Z7wg?}!V7W;~z z0YS%|-P&7MHtT6%(wPKhmz6cP=$wwEVWm|a4Trk38)F~RZGI?|Xbi#Sw=Q}?t)|kR z2U<2CQSO5cGTuNArQBj?>Pgtr_-($yh+e5i;JtBK}@$W1eFX#9(-yZWxnNFWSi)VS6qD_hp$j(>Bk)XoXbtTZ?4}ywZ@Cd zUststM$E`2Rrj21P{*2X87`0$yZKWlk$E_i&;E|NyFT5$C&hH$ofLL^VKa3K!60^9 zU-?m)!mL~G7!L+!wmR?OQC=X7=w0-_P3!xD^%k?(db08hi_Id9*)^a!k%uS2&?C>b zd@qAt1v(Bb#0BA^U#`Srn#k2mX#u@BimzO|`mKG@B)@wIFlUAzH z-Rb=1sc;S^VBD;4H;H|aQblojgLxS{twi&n)Y=14vz!X!x#&AX_$l}w5{`H}XdQ5_ ze3?K}kRzW|Fnj`@FUGK4{LL+%GRfChb`8`UWt$xP*$meKl1e|9GwV!ce(kX8$QyJ7 z8`gDC0IV`8DDc=WP>cn<2qq(UGPD6Bxv-Tna6|UTtJ!@khQb9rh6wmuvT(Z#x%vgW z3&Oq$KvU&un~^K|RH{kW(;f(^R9q#l<|IlIHQ9T~a_Ans3VE{W<|378H} zP{awD5u&T}6&oXmE6xO!z$m3`%sSQ#ZKsKkte;o0-jXjU$k+{p)7wO%;4zs!@VcL& zoFF+LgdRXp<4lQRv^t)NS+1T8tGw{<4en5*(Wi1*bjw{l>n)c@gqbx%F(PjWvZ>v8 z={tQB5b`CNehK=!A{c;QN5&DHNo=Bp_*~4GDqRD>l`Q7qS_9xKW0`IHMLzr<-_UJr zNZ}^a=^j$Y6mdjYT*m&=c{@ApRtGA9A9`0scbaOnD)wgzt4$FQ5jK@6{b(yXgb=txW0Vo`I-ZMg2C@&wj5o4T(%*I*C#st5~j+eg~<8mf9W*ZXA^?+#x^NC@mvzyo)jtL z#IV6~chZ6cfzyyCfBXA=iZXZOV4njntwz*z$CtHi&~O2I&@@`@KL@1yGSq6mS1VAk z??IcFYsT#qhtg)tOn(f>@IG?aJ;wk?9vZBFz|NZs$93TzfD`e?Zmkg7vpZ26U?a zlNwTHN1v$R)A?`ZjrWl!b>d;WLII&U4>6L)oHB@DPbZa%n+bQx=1~=r_#<-;3ZztO zMI`l?dx~Y3bG1a_P-WCF>B4+L0))G)S+7J=W$#k1{ zJ_o!Z8N{M)AZEjHp1xwy0!dzP?f#&_rt#v76R5vwAm+?JfU6a^0d05qpK}?B_K6Jw z5i-6UR(cw0eKC)9PJ7dWAEyfPJqFIU5*51ah~l8iVh}cspK?sK&xp6mKp<^gqjE)y zBp$qLOd3hV6Z{U+Z6B1i;Pnn7Zo7X_d#U$MyCiwhzPByFT_F;|SsE*;X-8it_Qj zkz;qmUU~o7GjZH4gvnZE@m2xrpP-!GZ&A8G-rV>A=B$m6@KKDQ=jyDI9Jj{?cNu&) zB(a0nysTsbSMUJFe!9wPF5BT-iHT~@JEJYxr0>hE;T%)I#sJAO!r~jfepAccT){0} z$EL<0n4w;g2Q3J_-jY=-vf*z2M;$Q2C9!jp*b8C){){NZ3T@mGW>&dwj zFn71}9*iV|o?05{)OO5o}KLjp~JUm9gk~bc9?F=TkPV2XSEA`BewXO6Akk?EWla zbqu3T{0z7{fF*L5AYP?*vcm92hzBA5N!sI`xc;r}C3VSLBlq?awJG>;tDnL_XuYxT z#?Nf-03yNxyRLiCRu;pBkXMI<$)}_Q{p7Rjx!!Gp#+He_cME{xlRT51aTi;?r?Ja zFdsJschw=nb2kX|@L4ivqaUnAnjnp27Y90syDzeOL-|$dp+pTClXMa z(wj)R*Nf`V$yoip>NZpBS%>$iXwP~$iWfNzh-J+_W#z;q5C0;7uJ(A=ctYg9C0HvK zpa__gOHjrp9GCJt05I`()&{eWpgQjoW$*d9p6CoQoJ~3KLfc)sauEQfF(CSaKK&!E zl&W1ppA*4%6RhLjn|)H@j$=%Sj=ShlV_KrNk!IZe718K7e_qos^?Xyr3!OOAY@lwq zVc$UpJ`q#R7|d9Dm)7yWZ@Uv;F6Lh@-V)!Z)@}TuDWExy8(Pyl=SezQKhWiNTD(VM zG+b&=dvz)YKeZ6FX588*?OD%TcXE#1pi~C*R7sQ3EF`8Eef1-*a>`} z_T}AXYD@LbYUpEezXPzZOy5)dVB<-UY|`YTK@?IvgYHB@2ydb6sX2YDl!YmZOK0*b zZdSni{+xZWHX^Zl>BB`m{5jMa)R3(#Tyffu2i)S$8`_WyS93QHP=YL3ghuBfA(#F( zscp4bqqtbzM(IDpDqHkbw5Jm}^JAQUO^wyuFCYqVh9BaLcZB|;!7l~O=1_=JA$-rU zr$eY%1Sr$nW?3cq!Rb)Qb6Es9vbw}m7tVpMey+7YX|=1Rrb-a!w!jRG5k_ztrK%Kz z0IFqcn<$gXfW|j67<#D!0m4HIWBY|{hqw8PnRTiAbJfj7+RckaNSva+&+KIFnjkNv zcoivr^709U;?N=t7#|Vyi|_yr8gPS_xV_k4uQjEHhuc7YuXcYWfPDdvj+Ybg+N1WK zzz8l?cb?2T5a|VsD9X^5+Kj_ocdh002&qzzOq<8)F=n>oN@Wli1q_5;m~fD92fq&W z!pz2JnD=rEju>IiIuQ4m(h~)bOGe=u@k5XPrL`_JwDs&<#>i8rY2q29q*yp%dH_pN z(56pT0H(@|*=ielmv@2#{g7egVTz7o4HVcjKr`HFi_zu^77P)j6Go-;>RZ^n*Fu!J<^5 z27p#@N&EQwygZKT1?pnIH8$Cv@lyRTpStQ-B3^unzKB!gH_i{@MZ=l8&kyEn3zHSF z3BoW8&?Q2yDr(>j%xe5Ex0yH6CYy&%$;?jL(fPM-eY(ODC2xji-P&s4O7lbPm-rfE zpT&>3LL3=bE6jmNmeoD1u*ITElmiy!E~GCcNpP8{NC+jpJIpFZh0JK>)G+7uHk3P1 zJoMJ#Ozpg3xGHh5Ww(7b(%fvVQxRe8od)VRUJf`rT`1K|AznT!3s=OdZUFn1Yc0TJ zp73r=D40qIzVvp&GBkhR4lLkMIwjTPHV^VI#?f zJKiEQ7%z_$+Zo3(R#s~76C?BxPLUAsF3XzU zMye?_OICeLPI`$s7;d{?-VciXlrKju% zgHY)F_>~-!x7}|79gk40e!%qz8;6gNAn<$N!MNEixF2hibY0Ql3d4l^Z4G`|v~%P~ zIR2LxfVEn+oRw~12jEB!=cT$J^1e!$%Lw~rxsBO~OL`2!NB^@~zu=9Qyrkvz^Yjr^ zc9u$te_(VDj`$VI&NPT!} zFKHIhLL=rd`-wDHLqX{=;-y}LpNMCFN^!OdvG(T2*UeYTHHRI~3(QXh^qvs$GMpLb4K%mO70uWRN7$TEs zd)~0>(l;G_Z6|R$3jQppurpIA-(eK4UZ>X&_7@zwgxtoBmTbqw@;cTrLerV@Y%PX1 zE`*r8U=K|iD7)$s-7LT-;o5fI=QfLAC|yhVS1{&1NWz;?TF~a|Um)<^Yv2W}{(L>< zGXb8~^H13(zOMBrGPk#B&A)zzN(}*Z(3>DYA7?6%B5#0I6#SHKaHA9VQE)g@Fa2R- z(4!gc%QMpFfk;rPX zq%T3SIQ#4Xu-q)|cCh;3D;Vb8BuY(dUr)ZEqT2AC$`^sQg#m>F5&dvD4(D}4!E$=Y zODEi~sY*GIbzMQNL0P#4uG#K5MW0i@XcgKb?DS0`0H0_zlhwtZy^F(~InpBU3JV|MqhGWT$fLAq(u%8}yg z`J&ERvjcV4$w~$2&ekWs+^1<|IZ$&mUycOIP{q%e(!STAo`T#V;7Z(Liw;CD&%Ja( zO@vDqv4t1S4+n;aDxCeBp6f%J*C7{mv3GKs7Y%=^cs(W@W0l=n*Jqm`D>0I;3O~4r zZX)Uu^~@g+fXQn%+$=qDj}{1_39orxhK(v(Q<}lZEe|>A=RXa5ui8fK+CF|Ljs5s4 zmBiI1(Kx*sj)-kmHtUfh0S4# ziw{ro8o0E1$l|k)C7ta~>4$Qfc(4S!9Ly_j;>jE>f)N?$ljg(6+%#5KF~Ltkt;qF2 zQu$@5yQ!JWd57kSCb*q`47-Y7B1t!q=YN@4mOq|T$cUPgq&fU<(Pypu-sh0YRYSLg z$Av`2ufFU_9E*Hn!WW&7!MCg%5QvBH-QZb-r|V^=9ok`)Wgql(gUykwbr#%6d&Mq` zr(ce2626&$bPfBWDp5P})}^BNIc=K`$WA_Tg;D`7-gEY%0Y{EuDy4L*DJ8Z^UJ zB#P(l^Bz}KR)A@B^=F37bVz4kG~)24xDOiQ4EA^_a9W%l0uK%txID4pfG*kZ+Z$J# zQ(nO*Qv-?2P?yZ9oDIZi`Ca<41^;BrO-i0t3i6jI-5 zADGify$9Se)Q@?EiWOCbKan<(ISgCyHQJif4xMi~ZM`k*bQIl8RbPNv)ktl%?RF|525w1c=fN8}cLC*m zP4c#$!kkkLxyOwiF5|d;3VGf5L1?z3_wDBF3$c>yub1(JpdA5u@^jxjn+HO()9&xl z;b)8I#D#Up4L4wXzZ}ck zhl)$Go<4)sgmQ0jFSn9E{tO`B;PtyVs->7-(y*V>wpC1x#LJZT{Mp9Q{q19+htIm=p}^Sp%D(w(7L&_{)XJK<$MlL5Y*o0_!2t=fc-;3~yV4-;m=4Q$MUwY?YgtG}S&8Y|;pQ!gRh3j!~O zv5t+Bu<;-ie3m!i7n~FfaOn84QphnJ?U)@E=gT)Ad0XB*s1*~-WvYtmaFi4Ba&@k; z?*IOtv7)D8H<&HZrts%L4sF#pIElwCBR5?lO=M}kPg(ve`|JlDzr5Yi`!bdsE+7fE zs;n;VB7ydPBw2hlJ##g#t?!ol1%CDcVHU~^wIf=U`Wu1JmjJ)2{aN^ENyzpjjS|gf ziuJ;|yjG@XbKYzwH)6%~k0@@ZS;q>FYfvzDMK&-S6UrbXV7D6MMs&~mD6C_u)FBdx z_+m`XxYn)zr32AL8ozwy^@^6Vcj{!HDU=y3k7mNp7|)(9Fhnso_os(#Vq!RF53My8 z2AMxHzl4F&7lux=+`o2@YY=vm)gqM@*<42EkVboPJjZ!$IT?}J+z>7B=SH9UnT%Cr zH+d+|chNM^ywhW~8D$!jL#3FkBuC(Vvqf+?N#7PJcYE<_zzC(e_{WFN_n|JCY3<)y z`DDZ1lBtb<>E#ZE!NZXDoaUJJ682e}y7&x($FYnkKb~~4lx;D)pcHYwRWgDiqPDZZ z?{&*-edA2PFW!^{*@{KxW^eg)u`l)FSY)PTp`nxOa_V`LIn5&PNx}#SB}X{;-JGaAVwf0+R9b?OIs^-p_%buqt0Jbx6ioIX7fF zIienG)eWR9vcKtTTCjqDu%X4X+e|#WPpQo3@gdeI7eO4CACud9tEgr#iz=F^kDko& zwyFdUqeJmmD@SjVHt@J+@M7TCAT*zB2rz$p;1Fh)E1&f71xZV>-hGe~?F$3A5HO9- z(&RD_kXNXtF=ABK`h6Yw#<_l)8P4EtDC6OWpr3Mhzhc%FP{LG`CEoqc*QUpwk*QPk z^21Xv(P;WTkhJBY>G`4I{jJWJksZ{jy;^-jS$|}Ddrh3wyfblW+LsI&iRpbGW{ZdD z9oTd9mq=|K`4&a8zO$X&!7FUDZU=IW0)LR~Q1Mw>m_xfXegVvjH6$~y+;V$WWlG@( zUf$+=z$Rx}o6T&FInRgcyu#S1rWC`hJt>EDJnz&hkilz&-KIDd)TwhVn^d^vAW=D} zS;wrk zaG9}K?wDi6C2o)B)e6yhd{tbnQ@>g!_6JsBtAwB3XP6z6b|~9Fcsu$ssVzx$3f~r@ zm~3&7{xtd`4H0%`1>9aW1>x^$J`ZjMMgd4B7W`OLmgvUrz7Z0*y$FIbcbckf7rOBP z3$QEr{4|Ev4~42NWY?ffv*Kmo3*=i%_cl>c2y=~4A#EP7qPN)$^AA6PR`WFK>1LBT z^frN@=kk#Z!R^VRtb$QR&TMvd&_3Q3H%-{q`tMB&hxIUvgngV0+B!P z{M6__!;yUdRMz1n)KeuQ|`po(!D4f6&w*o`}VccRcm;b+3so!idT z<1tI9;)NlLa90F@g*P0nC2O9(KJSS{Uz@-h#URudAEGYj<%&YJ1lPOJ$%OyI*;_}o zwXN&Jl@uu!pm>4cw763|IK@hFD@BTHaW4+VrMML+?(XhdB)Ao~;I6;L-uK*d#{Kpk zcZ~0^G&C!jYp&PkE6*cr42%=i^%(d{Nkx?2;d$d7ne}D%b(14wM`vFrd7Vo~lz!tk z+dw_B@TN=;Wk#-AnPi%kV=Lky9zb9VCO|vOK)_;u%Eh&EJ3#M^-(IJ2cB6=iV97bX zUF9}|CC?iyunwe1m_ot_7Vh z0}rXtLi>SD;S^iJBU;OwoCNw>tf5NHe7ba){_v0p?Mt%`)Pc#uDNHvoDR&2BsjJR5 zm2*ke;e|@^M+P)9qZ5DJqZKg}{wU7(-qYGo_Fx6_gwY>y`s2pe28Ak~Ky@@LHhc_w zaNkoF|31)UGr#wnp}ldaA--&>+T8WCz+J-+_<5^PrE#W|m65d6|KlwIwx-sJS%-Ln z4%d*{W_9s3@(S(T=fcXm;mfo-%-JSmmyA2vPu`$ti}4&;mf%!qKLF7P)`W!;avb5l z)H){F|8~8BCwLy@a9F!!!rrD(Y)zGK#Y~-&uUcZ5Azl}HBpmUHOQ96Gpy}^B-CQ7SY+Cd}6}acg5-KTgXz;P2qm0DsnnlGdnpqPbI1KjY9_$ z`FV#NNQfj{R@a>+$5RsdLaDgz+Un2=<+`jIhUPx*VT5NRlP0j}_jKD$FMD?1%V9tV zg$x&FV;HvGBFMIGNwHTX%p#PnC>I;*L1oCVk4Y0b&GFj1-<-g?JN)#>=O57odvENcWs{Zfo{RO!G9B{I)^ z5jn`oSe+=J!rFJ6oCVhrIGX^u(oKvKU$T`JZYF)Zq|i01w$Dd0dExw}tBVoyPd{74 zPnlNZa2awk`=ZJ6Ii{Z`!SGY3c9q*m3V&B_5&SZ7 znNGF%Me*=U zxLUotWGG^lbM8VL3J#xio#kBp%D&* z+p#(oDm8<<5CR|`l_C;FCU@RVI4Ai2wL$s!wZ7N_FAi@o<(WtH98JWez-;#(M}C_! zq_rQ-)>o(6e)Lo!hq+do6mghM<~xrJa_KX6i_`1XY1Hh?0dpbUTUVW=4Lccoa|;g3 z50mu*mbY@h7aUh!lOF)CKco-6*~D$GP&7e@$fz;1sKCRUyPp%E$=w|BVmI#N{?RL_ z`RnLPT;?#XaMNS7q)QLKjQ!bjIuCpB?g&EBEKN^18;TqKbox7@wTa0tk{66I5G}oxB`??=F_0$gn$a@TWyn$PQ6R)a13jnam;vF^|FVD|Y!B=dV?I>hZ_CwW#AG zqRQ0jES_Zta1y{X6st>{tI({FYRTMkjxQXrd|Bnv-PvFmbdFidVBTJjWflhCyk~8h zq|YzlP`MS}ysEAytGn{U<123?rKY)e;7v9-4o5)8#!W_j5k$m9Co-U#Wqc0uJJa!@ zMJ`w0#OSd?KmY@S?|3S4+bsnpbv&V&)RlHFrf9ha)OCy|!ke7|l#xPe6$~grRm6U- z`%mTsZC09p0RGsR6ADJ02`RThB+i5cE;z9jn41%#RKCG5!>hW4Q|X)HO&{)$E~xar zty;27AmaRP8@JY3Ow*}>ZzC8p?P2f)PhJZ?^H#ZlfDOerhyIg?NddvDGQwbSD?Z&W z*MSYZ5OEoNau{hG?_qcj|CWFeT-X+^=gqW)xK_De5IgpcsP~=DAQOafbk+2O{{l~o zg1lVONjfu##bl+@hhZh+FjFF2LAoj-LrtU3S3X=w$O{dtTlab5EZ86rRvjSYqojW< zoTgc>L|`kp*g{lU7jB}M6AwAf+lwj1Qg*L8@}mm0xD=IeJo*-76PfYGzSDiUsNr79 zOz8mci>n=tZiS&>k$Bi`2SU-!r{qi)1KBO+$nKwC_@bsC+@_Z-Q-6cIpt5{zby!QJ z>|M-wF(i3*2Td+|^F4gu6J9y^*XrR(8b?>^KX4I`tPq`LP<-jA?S|!dm}6t>QI4V` zw0~|!ViONcWB$531+iE}FbXT{q%wur*PD&=^hpA0_oKkLLIzPFC<&*!!ph_51vbK_ znDQx`is5j)rNhrMv?{HuhQ0Op9`y=Ce9blb>!nW_F?fvmP8p_CpSrPsDhIUI+(bmCx9DKPd@$o69{{X9#1psw*;ri=Csk{FyvuNy&J=Y~QhYGKoV2U4QD%^@cGzB`5Rw%!xx^Wo zKWe}$i9%cH6N+xZ9c&9k-MwYiLgc?SjKlLt1k)cH# z`+mbOS8~Nqq{`aEyp&F z2(2d9K4f->hU&i_Tkr7ybK|5rzHs|10D@jXFo+oEMaZeBZ=p%X#0U)$*ZSS_qbQln z#FjS4bm-{{gKBZ1#54X(4$yQIfl3B-pwC!nhPip8Lur>)9BS3YDsh>r34ezFReV=4 z-Cz?f(u(M8?plZa{HC6_GeYk(Q0U@<#yE3ix|BrA=2Wlb>FbLHFF|x&J&QE^)vp6t zsgvB)Y4^1&7A%gdU-6#&#;SI34nQSXOBhCCbE1~x{jG^}sd6MM}0jS9F8MG70Uk@W_JYFDr{<5SvhL+C71?}9ZLb=xx}3mF=Ja7*4pPct}ro9L3SsG3B=lBkKz(j*Mx&7BW8 zG}7ulS|f*fN~}Tg*>~;{{`4dIH+bWElgO2!71D8*UMHTeOI-qmnaYEycH8rPqAc&} zR0oq2GMY$WT(#ZLFU*!uv}JEEbpcATydlf_Fx~5f+Tf>F4es(Elx5DIN8`v6?#k- zvI~nJ%+)YiV#yfJXask%+AL#rP9qd~EIqebT{9%Gpop|EFy|1_f=k(w4Yw3R0xgaS z-VhN5G@QMmM>a{Tnnk|tE{<8~HaL)Q5AlW=lKDSX=PP@T*v*7@eD@XguCIQ)`+^6R8zmXEJf!4h68UA8|zd;BJ5*!s9tR6lGTeYlbSDI zndqT1)53m?9O$vXabIE$>Ie<$?%Hh*V|aUaHW@DY^%0@xwl@X~3QzfpPc!VD-jp;p z4jF4)b39q_(iYz-7&2l7mBAJFC&G%3xBM0%W$<}ZUmzGC?!6J4Az6^ZM=7K4?Z#&3 zGA1&&sn$@nblMpuvTDw&667+2Px}2txZXcWrb(iap6DchuBNs(SrrU4I^|wioaFRz zVJTuoFhM~qQ)Le$8TmSyKWYu%Y2=&NIn>P7YslW)Vc!`(>ldB)KF4(|OS1$x9;6Bs zXb6SE>jrSaheDGMG#7oaY;=j0+txH z?5m+7#qU@(U=5)pe-v>`KC9-d*s?1^YR~x04k@b%P+0+45O$wYRgrGzEZakzinZQP z;cQ7|N<&kbOAuTQ?)`PFV4p2Y%>hJl7gVgf6R+vJ>=m($2)nWxjl?QljvsbB1k7 zx}a-~{+KLT&>^UHUw|$k;mZ%nlH_>C?pcUL-R6f(kK0 zi^!TPik{Nr&}vw{`OI-?n=H5E@&Oj?h+J1W4dxEwjh;>twf^9EwH}vbTd7|9Gg(rr zysqNhEj08Khyke*4O3bzp48@E-D(je1^7n=;bWkHDEza{Ht0UAl;TAc?4>=J?Uili zHY$RLE*1a5N_dhRz$-VV6=t;G?T*fC6Hoew__x2Io)OiImv-R`G$I`}Z~V|de_Wn+ zCMJ8adv2z97I0Om=TZb<5ZO}Q2rTCG)w*{#)GY8@7a{=%VIUKVA_CSlR~Hq{%&V{`{9OX9AK=)EeHTjo)`k?e(F`Cg{d9mY{zCV( z5hdoc`v4zDDW^A34+TtLyir+@S$zD9k zbjQEpu0~s#Jvra}``}fS)8B^@tWL&kf(1R2FCNYhqI$cg^xo3~X_1`9t4KT=6>sRR z<&wGI&`J)P0W1t?TBV}9Usrr-LJtsbm{$)G0j?7L{JzD_Ej>~d%{XnFy)cnOcW;bW zlz^n~N(!VplSUf{dg>yr0LGeM|2||`=NkkQDkJEvZ`pYu(ybM8G@=dAN%|}#{MftT z7C&8Fr)?4Yl-1J~1PD3`!EvEUa12ARZ54t4$Z7T9JY<{dtF|ULI0775oW=Et3*B{i zl3@>#T<7(DyAyNuMf+=QtPK5};h*Lwvu&@A8s;kXer;O*i083SyjG7E2=Wc5Nwkb0 zfO2AvOM{oPQaEIjFJq)q;Yr|2T}pn?Q5h}K4I|@rz5N^~EL)b>m2Q6&R*F=CCSYkm zW>xRZj|*ba?6h|9@uhku(yZ~B*>Rb)TYxcAjp%1`CRL{a*hV(!Gah^Ff-Uytg=aCE z-qg`-ZCPfO`|lNMB{jIq)TF%&k{*{%vdCbW>8E_9Hx}Wy=vFjPwG#r)=CW&T%ZEE{ zQ{x;DZWJjMt)xobx!-7EXnHNLTMGY*KWEQu>sI+nA3F>Dzci0yR&u)6Gt=aj5T%?SKSu8zW?1`FD~B zs!OUh(|4&ae8-^+H8O7(94js|{SE255RD-2e*1$iPr%&;TgiTBUTp5|qQUU^$q1at zmK-`ru7aPGP7f&yO?{#MfKL1R{^w})paCn=ZthA@{nE?+0#^oe;=uAW>+y>;niJWV z(qM@hONMP+Dkv&~0*usQBK`1Nnpf1X_cwoJPlzh$=ncsfusb{ZF4LU9Exc*VIISr7 zc-wkO+#~0-Bjq>FVituSV6ZnVvhTSJtuh)Rv9){za;WZo5Eb(M#@*o79j2_BK+7Tl%T>UZ zKbcPp3wFnMZQ(oM@w1gx6Foz-Om~+7vW%M1u=E$;2VTl+Vt+_jzDyYGmI@P!Dt^fd z#SHgDmXV>v!u@3}Fd&Q@j7IyQCUx#=o)&B$a;*7^E_B{W8)+rtmrLTOZHrN$TbJK+ zUkjeTD%49;;aGZ#RR?};jv+L!Y zJR4)PWYM0|7TyfaV+BM+{nS6)+s+Z0To%*Hs^iXbtnpY8rd9fc3 z9$xbBGB>gi)2KQ$BCgL;Sr={O4yfWTn5H+bQB2!YR~yS-x*NcTLI zR&wV(s)x7AgBy5z`pu#R0qEr;BP!Sd09Z}fa4HdgpOs>lGhIX_6muo}<8ufpAkxy{ zhEXb0A4|1|cN?T-BB8zt!$O)wUkQ;}Uu-6lb&yK=1Q6z-yT}Z4gWLMv4y*Wd0ul8y z?;_96&Fg@m9iqMcM9oI0pmvZp-rA-}4In`L3;8>`NAy`8Hag!xLEq+yMXK zK{=|Gyx>8*1o2>F1>%o|IR)-AxvA(i;!ntcc^6=&Yr>&>@N6qwrdRw&FBu?uF~f zPe4L;@0^3WWts+!0?>+zdh>b5wlDxwKRi)dmtB7}zLW2zFXgn58|5)KJUedjL|+yh zeE`g(#mPW?| z31oODtVC6{%IX10UDic`Gl37&lioYtN?-|(auiqDv5k@hss)WE^P>4yw)7t zBj;POI3cGTS%g0Foa$7Grv7y=UZqd#dAP%&w>Xac#9eG$8$M0ngct2~5N(Upqp$xf zDEUiAhLX4x8BR%8YTl73y(pYyya3dsS%nwJNRzjHh2>mdVJD$rNDYmcb6%_Fp>(eK zYZvPYcIY4E*_bE6MZoNgs&<2YOkxX$zO#tt4oDZXiP7r>9|R4|!C}K{#uR zWn$T|h4vYCr$Tj`nu%=+@mJ$S@*r!9kh30dJ@LG;FCRn6n10*q7jqsV1Pwl8X)uc~ zDF4Q1+s!`G>_-3M1)l3hb-dHs4T1DlfK9gSZHQt*8ZnIeS43`e+XSYWUPLXOac0Z`LTDV9Y{To1cM4={6*>ZFP%++VHCQevDTKY|q~FgXS6-$EWSo3z zVHnw@qnb)}jHrYtz;zg6c$D$N(7QVTp+^qrkq(#MKZ0&wsbQ=JdeuJC>+sm`tcVkx z0Lc;5vX0J33Q{7K`RLKgavx9DF&S6w0LtqLPnxs42kMWA(se8 z%G9AR)iW&C?cIbcF1;Lhr-C~nu<|tkQKyBZHf6>i!*viHR3?30E*sJ&_glq65-cfF zO*=LT5wppS4XJ(Znd;L>%4($mFYx5F6vcS>C zZUS75d;r8ryUJvak@}~sfXc1FJCur6-4osLNs|{Xqbov56q5ZhR~=G+`jrb%SqwXV z(Eo&k!{y3E9+3~sZi%{IGhh7HlqWc)Xw)1~dBfRiq1A`JhlSZ$%+L-Dvi7VEWv`RW zND1)^n|WD97L=KEjLP$0t#Oy^)qUFQP8xTMUZ~$qs}#TTP^gk{#EK1sY`FG{;z(6u z_fTE7&)#!l?t1pE1sUmKcJ5DZIjsp|m+Fcjx+dOxguY5*3X>5adp-L8OV3Enl6!&i za~a72)mplZ_;!GB-V?yBoDQAj?Xi2dWG@*D3FWWx_`(Tze%$hOl?;RJ*89Z)CvR+^ zpW*ZVxsK})2^o;HBi6rerEtj+t}?y&MTmFQ^oX8ywOH=g=;7l(3mxh?KT_%msG_Ev z3&VUU4hO=qa_yXcw-D0*R?uJXe<)>&hcR1mTFlyUIB0#p;<`}Iw5+M#2M*2+)#63& z+Faqu63U*;+7(Wt!Xh8attZOA>?-Lyb1k?Y)M=hgg=H0iFgqvhUg;X+ol^86xxc2S zkB>V{VbrJ$?9-&r(Q;^RZN~`Cl`MQwmwW9nWB`O8_ zf(c?1rBk^t8=&vMO$1@xR@lSjfjAKX+W;y%I=d}a70aW)Y?-*GQ{y4BOi>(a+p^6Y zGjBMQ{3jvtILWBP0E1Gya-!qP7c#1S*#YCK3_5 zU@%bn=;lj2K|&$hqeT12^HbaB>3732hiSiUBT1U?tbO0FP@K=C@x8gNQuz!m#nMDb zryIrS&gxSI5s`1fC=Y{?TjK>gM{Ph?<>m|7bJsn7d}}N~vmrrRu2M*P+LcqEJe%q_ zX3b!{R!v`cYDrJu6A;t=hEl{APMO-}^(lZ5yU? z@P_PAwL<$Ca@pBstC#ijqEb+q8D0>>Vqq3F1xMwohztpYTV4N|0Tl&^B`jx82m>ns zsz?5_xPpUJ_ebqVN%?i(k^XWre$~>r$L5p@r&jyq(mydF@D1Z&9Xkc6{lE|x9Ri+P zV+39$HCCc@rLF4sEr;Rn^*D`HG`!q3BlSIdLf~l9WWjHE?GA6MrB{1{pK`-@0Q5MO zg?a}LbQltw+4;EXTCYMfHPwD=8Zb0E7^bSD9G^5@l)}k^uOEqwsGh>>cq*wj#h9A} znLUr_oSdOt=T(^#cvy>;mn9JHpLZJ%b&33yNA}X0bMh^xCM;Vf)c_X(S;9SmSvTWa zlF2TTX_i=%bxv?>*cUpUco_+lVE$;WoOI!FB}r8-#V&n`!%?}rK2!8V(e9`48WtD| z<$id%ZL~S;JR9)|)Zv94?I68%!Z^)iC={{*x_dKR_q)*H1>B;t7IV)F%5FJRKNMjo z!&w60j5Q4vH%g#qx_dr6=NLQ90St&%vbQ;~1(p1{f^J3#TW&0U=?egHD4BkkFLN<2 zVzd_f;*!&etYS%m6En2ipFWG2_k%gnHzl14ha$3)J@T@@Gs{a%-ybu}fH|TsPrnk; z{=5mAH2{~yISD8(*4$IZyhR4^8T!uf|7=6snd67({xn871Y5?|ma_M$qgX=6q zYojk{c%1?9qsIUJ5JqvcMg<0 zgz{K-Z%aE7&-^`n?~}OG5(Jk{pEoiEGb`sSeGDb!JiVU!)Z}88JjRpJLG~t03bUIC z{A`b;3|kB-@cL}mwC5K_Jo7{c0H6Fz{Wgd^HFvJ6&pO$&Z{lf2P)3^d&1{HUv{w0( zF<(EO=8j%qWTNRfsC;3zJ`QlQVMPQFD|_F&0)b|mKJH3(g2{)BT)|FQ?kK5T^p#3k z;E)qS2*iQ0cKO*t$t3$(f>^ZTnOe+|3>bP_GNr?DBEQmAh;GOeh2v-h9?7Wn7N^$d zZ}}XJgC?Y^7wVq*Uj^DIJT8XoQ%nl+gaeNC-rHmc=_~c}a1T(A3H`ac&8p<7`&xq2 z68XQXwed!em7}pulDUgbljB$x{&jvC&&`^hl;#NzPw^c6{7)PS1!jQcwHh@blj1!3Bf7xzUwgX2o^0d-WCly!78o8%A_g zGp`Y%H-Ii`zAsO4V-V2^4IETP9sXbf_;(tx0wZ~gcIFaii{rueQl0j5HiZ~u6Qi!% zu7@zov;$RUn~udyyp|92Lh;hFlkUYFMiQ=Hn!oNA)#OhWX(YNx)TV0(1A$5qO{(Y> z!}mBj%LW=y8KVNy%5lqF{LgO*wD+o>pYO8;m))j|O5bz3_s1v^r#Ed1l3;+2D)SU& zjJg_bn!JFf3DTs}78b-mH9<-%=W{T94U~R|SxYS$t?96>xNyP65{>{~n)S{%^w2%M zZ*1JuxqV2SLS=sje2FcFzs^p^!i0vAp!4q?Tc`Pj+oRkF$O5Hk3i|ykZ@sqzF*^eC z-L8&*)r)C5%rSG31te4=6zOd`c*lE@89*Gm3Ylk&yw=-MP@D*z=Jma@MFQl!=yuO% z)Fd32N7_+MX4^=81Q4>!?H#*fqz?p0pv#M^x74yvFkT<}l2PyR&%U%Nd%yP*o2{2= zE_U8ExuO&RQFFA4Xy>4Ypjx)|z9eZa84nJKIK0Fnf7tUH6 zNgI)|+~aRy&~fD-jCA1o+`3BAH_R5%cuHgG`h=!3flTAJy*0@L2To15h8;Q&U|SL* z@||A;tg9gonAv`}K-fQ=!rVn3s2z}N=~A2x79}Ihs??#2xid;5Rl?Iz`c3hhEZ_L1 z!f@!r)D|&RWxn$7kmSxop|Zz-rqwtn^!2;>4p1`0p?M7D-C9n1svR3t7{a<^oYZ)K zP};>X$uh&&l@udl8a{R<_I%(a3WVFciuY;lVvd!de*Wi$S=c8*2LOSCzq-Jf^d#)m zo;%jwudm4SPiND}yI>yUX0`T2v&yQD0F0#jA;wQ93(g;1KVy(P02Qhk5Q{stgUTJ2 zRn#VinWyH8k6-a84e4+{C9|ZIGQ2y#A}+oTQP=Ab0u3`y?>eK^GKuDaB8_V1;iu}p z!mSqJlfoiIeeeLAYM4@V2lR~jyHkec)H$&}adh7EPE0XDOc+;Ckie|9rH z!?@=cT?Mc?9@oW1=k~zsxSjuD zt$ZcXt->L|hus|cz;v~EDzRU?-l1aja;N`u2cA-)THE}l>(P3g#HrK$o{}wlGt)x- zS>QXJ@D(B%gi?l(Zq~INobExLEtZa}&Aagd?4_(Wp8$lY4nDl}PI_TZMW8Rum^$UD>4m(ijVbw_fOcJUB)thpA>%k_Zk ztroYh?($V##td0UBlko8(_#iEp3s^_Cy}OXj^)AyaaX3vBPU28savVPkr{Rp3mLWaJ)cDXLtC2=%cCTd=nM(ReT(Lr12BK$XVb{Z@uk z=uyLzR#d09>;MvU@Z4$fsqT~3^D)uKW~$4I40F9EL`qD~_0krVbfKpQ&*hy2j)A#J zubf}6=)&gZz;hRd5#5v8j_Jk+EPZC zb47gwB86U;F2vv7(0Ei{Ei?$S6OI_u(L@1U0`t?zO?T%jCf5-uyn@W2la~84CJ{>- zX>c@WR*yDM8sJ|!c?rFbecpru5Wck6@(6?5IDzHjp@f8+tPbR+s~P((=d-(}0J!bT zhJho{&@6zVz2$X_X5tNHF8S2dZOjfudLdQ*oVVt{R!W1*(z-B{L!;~@%%42iBv2ZB zlC%pyZLI`MmpDqYnF@Y-81YTk=q1Rg@}22~laQ+%qebQSg}-&#u=^&mC*&_}&gyYZ zr_!n$Ya;3Ev8RhUAcwbp0T7m@%o4FA{whCUlLkx0_XuInQ<2s6RO{pV6uu!C6jK^I zP;R`mxSqQZfj|dsqiJM6bbZHJRT^C^`$H_A8xG9zed|3@WePLlxXHn;^a5#PN#3w z)A)Yi05qNKWps9i{P@ e-;e*`aD<&iuGk_zxw$@&7>?58{KD@ zq)CBF`=Lc6xn_j}S|V0Ky1aj_-O z!q4Jz8n2Yab26+1GuDbpRKq0D!^=y-k7NABu?Rbyq~nYxSM7ZNI@z(z%GA zIl<#90&G{Rh;9ME36ihW7q#fL(Cw&%-7z@gkE**Vbr`m9(9*-X@6?mqEOs>3YjNQV zad;o|gQL=4esm7wK7%9w^6;}|`+~d=fZvM;HlAA;fTcRpxGCuNwbe9FuUBaQ0 zVbs-NO(5F5`}3wrQNf77jaJgxbTlLC);L+&8_mk{?QwM{d6kUsG&6P;tZuLFL{;3Q zTd5kV=A6FZDBtO-j$gSH+IA-x;gkC|lNEYnUR9tgkDKX{FY<0oxQ1+w-VWwCM&D-O zW#CWk%~tWg(W)44Fj6MUx?|bj&^()axHG&~xi-Z;VO6{Z9eMi&%Y0o6II@QF?+YlH z#qN(8ZhAWe0DARm=`*h6^dHI8;R*N;8*mo4ZO>p7P%@+2VA}3_BA1GmMT?XqZSzt6s#vA3? z3=;6q3I$zBmA~%47Y+F0WTN*9i_rhrlE6E1qv;wzIJ?=TxY*g&O_x%6!TYq2uKW^{ePx-$d_J6$ezJJ`g z_mxx(f6Kvt{MY}ytQ_-k0h#R)h5yUX{(I38KOQ&qhq1KAzyJ0qdjIgwfZ}lh;(lc6 z|9*7;%OW6jm|$;iy3yFme@X5C@7VZCKwGbjQU;&(OQTzTwoBs1> z|6}LWg8+F^530_h`af@rQy5r)xe|U9&j0;nA2p)_%R)-}|GcgLe*z0^9QPkz>6qpfT zW#4e_@SlPWoU~XRz z+wRUEEnhk=#(`i%9hu^vmK$;MD9)R4KO4RJp9Hi%c|t=cB??u7fC;?kVus6M`3!koB;`Rz1YbEYEOFPZnd(!RX|{G7yJIU#}^V79zKur-?s0+B@I$T z0mzmmldiKMv=#apXkDH#$w@IBl(K_QYGcbW<)wLC_r-s+_7-z^OV}9+P0%OrfA8(o z8v)(%J{g&^zchj^|MZ`ENdd@*vW=wSKPuh|;2dmTTd&1JB9g$pNnGI?EtW;jzf^Tx zWr2ow@^Kw`q!pO}?m4Q6AE2WQzY`c$oR%K$JIm(vYI8raS0I}^7klNSm98PzP-0%W zJAfyQZJk)mhgt)k^$VQ*mt zs%ar&_$wx4fg;~x2E2g}eoR*YR7RNturhD6sEGeT8OmuM4co}qNG;@Nk&pYe7V+Nq z>En+)`wonf{SaaNN6TO!{b;#jyQ0n#c#b-;mAA)!DS176q15blHL-N>Qht5AOlE%w zG$R1hV)mE4k*zXE^AUCh@a0FQmgDbbnMoUDOMZfP+w#{l(n>#t{U(07 z&|M2YT*;q3f*-kGZ|9hf+m1YjGlLhRha~37n|acehOEbJ#o9Z+e~RRJ=ScX(9}8T}+sg7;HC|<3%dN&p z(xweCH4K90DjZAREQyYQ79Iw4?lU0gxlC(5JWgu^OfV8{@saK89?& z-|U@?zyhwdG0ksq-)M;90J^WJ6aHGj{1^lM;b!T0&?#+w zRNQ=t!&oTCzy1oyD0yhBxXLb_0<3|FF6>tOucJ@$W$b}~9;X{e61{TAb5{X+Alah7iu{wEhiE=J!fN{1!XYKVNGf&sV>ovf z3EKC@ahOfz0qIV{udpUhU}nVh*_D_r&_KAT6iUctW0muc^qpQUSw@`=FtMtSRe7?n_}BNjaWv zN}$t51g7?2LqZ9z2g~B=(eKp=zqXDj>=cyuZl9OhYleb0ADA1(uSMw^oASHoEEKl=;) z3M{+k2`43RGv7V2LDgNzk#AwAq&wiVX;*v+ zR{^mmxB+L*NHVlwV>H1^a?DDLBu=wpfy>WvSE1cD1u6_fSAY#s4ZpnGDJYTQ+wi~V z(%+D&a<=_meON{vI5J7NVWv{T+BpFbIVn}`T+EpxkmRuuaTT%!BkQ=?s4W1a-8NG2 zbV(A+g?{>|Wb1b1?AO0%-F27*ZUNR+Hj5_=cKc*N15;kMTuLl8AyV%jAia%Mv$Vg! z`*p2!w)sx^%%`}(m^;%i442;9-weR*tmHf-g$M02>Nc2++lnU<6#a3uPnjv|>%q3? znIPK15N;(2%-ppkvtO{EO0=F}!hIIYsBP#m=V|Ez#6Dxb zaP@qkX5_E5Si~`){^Z@sARGUX{mp!ZhU-;XYSW(l0lq(kvp)qnY9fw)bTn-;N(z9&TEc8t@if5BNFEFOitE z0Kx1np1kXxF3ZF@A_F`ihxAr&VNT1m(9xvrqQm><<>@>wT3?e5AHWE*9J?a|T z*^-yQ0SSDGPUZRhN#p(>{qq|Bqkm=*!*Le}av~XAEticm&G!JrTmb+@@&-vp71Ff> zD=HvyrWDJ>E^3RUcz_rKZChk)Nt`C;<*h0gaw!dOC52Vr$I|KsatCrEg?x8hh<>{i z!9^F#q@0uHQBU@gMlLxkTQ12`l9C7`Yb-aCf)Bm|6vPxn{Lw3FhK|Ze7H|>=kwCym zWq1x5$v|wAA{q(%?+Ep@UHBEoL~fqPj0949s@~Pz#3#pBV<_*@elPuXmd?P}oA}$)` z^W8qUmur34p;tJ?_FL0^@yVqZ?*K|bNhmu7xWi&L72^LroY*q@s>&*BNsV9?(Hx_1b4t1cb) zoRrUgYs^TzKH>d*@mmBmUW?XyI@}{4LxZ?G|Mg4=1EHP2|!gI;bU7`{5YO1$I0nVcC}wykvuAQ zX30Zi%!fhBIiUqmQI}{mlXodSckc8>O!Ow=vK;eu{*I=*sc=vUbQS{Vg;&QVAJ_9u zdYek+cFLbaLlCY2UdRN;$6h~|+n}e5uGjL^vWcI~&jIeE8LS;+HQh+vwp-_yu1yh{ z_B)ePgu4fb0v>HIHVb}9<0ifM0bupzS0_HHe&*F^Jo+qi9W8Px*JfNuIQo!Yj$X5V znj$Hw#yAf`R8;HBFa-%1ojgOKrk^a)T*Ztu9;^5Urd+L@GH@<5Rz}qxRc;Fn0;0o|74q3jqDRk}pbaiT?h?;Hu zu|l(z>9L<|wtQ~5?9aku7fP_4<>K1~*YKUGk`l)^Y)C7Eg|-Am&liISg8nIUA{6$R zOM0y!lMvlUbjo@5IBD5?M_C{!mTZXgTf-embAoI&f)-itwH(Z8`6>26tCtVV+Ye>P z`L|%;_$H?X^L9nbYdwrMzNc9Pi6h)HKD41?c9@H>R-Z$kOA%&y1pvq0_S0%xqM=#K z73LwvvBTWtkbh^F`s=lH92t@HpD!a3Sd45cF5sAKBsgzlxCBRe#9T4REGrwyaPG3Q zke6?LwixqMzLNp`0t50rTu%Q&FFmh>>Xx3OLT2v;4 z8-NsFiuj|lhJW6zu9#E{r;+D>w>a(7ZD^ms>gXc3s|NWdB#OmQ4eq7_+pte5Mz^YH zwd3+OuAesaM6D0R?k`RxnlVIIWz?R$_)7{R)`6Qm9&AABZJnco0QFZp1iq+<$HE ztYi3z>G7%L+Zu3Z+P5}V-U6Ah|NWTv_BtekKd6JIw-1PE#m^=a3z(WtziJ7?(t>G` zSMn68^T@@%<1_SVS~c)TfbGU>s5)+*(eiwk=TT{lj(m+~c*2AhHJ&+cglu=G z(q%vE|ItGC>D9(!p*q_HhpLXnp!EFX0BSSz&SjQQ;-yKDZ3Qwmb(h`XCjS~QK>Zz4 zW+n|xkCSA^GHPaX2r14Lo$+H`vH=gG@tgFbFjX5uoYu!*sNqxJIRM zaUz#A*(s^zIOh+7fOMx^x(R|#j@8dWGR1;w6|rS=1J3liPxWu;m2dMjd*Q$M;ifI;J1|Y&S=Y(nFrBbx#^qOtk0oJdz* zYjzuxi6qiQWf-eH6!$r69$}?sQw*;{npx6xUm)6BH6CTRV-gM*IhfAn8)tP#0fh83 z5jN%{5)kSdtEJ*aSXdJ+MQV?YHhG^3$Yznxd141vfErZqeuECn`10Ld=Oz_gr82(FOlo45lsfPnI|0PZ5i4I?<$yL5Co;{w%ap@&T?-#PGLT!E~gCa+&5DY zasZme83{cS6x_z&@y2A|bWRe?{@U*HIR~KQ(<)gb%7gFcLWWJ40Rl8x-JbC~4;TZl zj^-aX`tC8!c=JOlb~9J_>TAC1h2>5N+puIb=UkrS!TpCOAUXCD(O$>>OgW!f0kabb zMG`rG9eM{59ak!>Qs<2!-#kaucx(-7yQ|jj=>D@owZ~@3-D@FfNw<7`xq3GNpG7Ey z2~=HhXP`9#XwFrJa1FmA7~~Cb)?7u!(5!=cZ_siYvka6eCgmbw#jOb^)v1;UK--iY zN}=X#{@R9nY?=J<8YV4(DtwhYtTdWhUO}G!N5(tLG&I}fhe1B&T5B?FLAhbAqGje0 z>JkV)!!qfdw0MSjKgFxr{_^2%C>cc|B)X8ujXJdy;8K?C%h%pmu2Z*N?RMI`K&O>l4jobYaqAU@;U8bfih?CzvC==@<^ia-x?`z#r>{BmI(wC_kgnS@ zhM&Rbv4avJ!~d_a>kMjYi`EvZQlbb!Vxb6JL{TtQiB#zzy%*^rfHdh!N9mv_AV^V= z-U&4nDIy@D2tgn;0f_4azJNM3g@7}r0y!|Geb(CRTi^P=UJ2;ki!^O= zrAMC5Z7j&A^JZI*UXLVEmrH;h#;0d|X!KN9Ec&WZVGO7mGSx_?Z#iQY%Bpdn+L2)a zz%*gXU$$p9hKP4*5oVZdgekv<1FawYzO!QntE5f7-@>b1Wyu4@0pW493~7J2nl@rB zZ2I!Or?=Zn`EnkS@wxEzZ_GYiOgw73OuXt0%-wu>udUFUe0i1LQ`!(K!K*FHanVc-9{mUdqSRVsVIfvJ3#ZY9 z&&Nt=TI};MELT~^SqtyR*okV(F<~&CzIloRxp#|LW|^3nBEu>_R&Y@8Y`3T;*AMy6 z8=mc0-QSxo3^;h&*w`UaztZ4{0}2McM9S09A9rJA%m;kFp_Ct=n0vSaz`gh#Q$G#B z1ME0|*QD7P@0(FVL~xOjt+pvo&U&5NkCt*zQ|^N)Df!etBTNDfto}%(JfVpkVfjq+EFoHWpL&1Q>0A1-ZJ9GHCy*PM{aHhKZ|6_&=#G1m_4X*w+f!5 zP)1vPcyO>9XwV3)u`l7tZ-OpF)NIQ-554s1l56tgi>q&wbZoC<_-)ts`kjJ4-K?O|Q=uj*Yby3^$EW`Y=h zlkEq*DSLe@4=+7NHx(Mx#`zY5f(1n!_jJpCU%FiV#nig(+Q@cE%dqiQgo*c{9SJxW zVYdtqO<~QX@R!!g5bMwjoKnx|zfrHW^ryW0dhmn+R=R+S^#q5V*<5wDBK;C=bZomA zrH%dZX!b6s#UsnawYa}BEb(lt1A2=Q_zIN<@||WjS2&?zN*(n|24b(D9{rYq;yp+5 z5eFU!MWrAah@NZfUM@yVwPao`BQl!ol_o8pQrU^(FV*xQ^orE(vz7KckKd0_Z{f+2 zx|IBWJ|mO;!RQ(Xt_It_AV|X-k!KiUW&u~?urYjzG_k$QtLW{DkYCoY%Lwu?HQ(S z{5?{!1k`@?vlZT@49>JwT!~P=yg{3y6~T?J0A-qA9JB(;(CrM8_Hrtn@^EJ)BXvBG z;1~32P<<(onCnD7t)gw$g>2X5^>pz~3L(oJX|R^Vc7-*SlHGuXSN5s=f4xDjc2G^U zw6jwmnME#yfGi@OlO@EJ<~^yWMeoBI-nE|COxpZ=Vo1Pyae|v!OWgM}gXjh7m?I-S!Ju;o5TL80XoTh$S)Sfh-ObDTFe3@Fky) zaV%?w?D}5%{+sS*r?IngePoCDLf>fpDXUN^q47zk_#IK(s2{O~xRoJ_@80I+U}j5a z+QA>Fx^Jw{XVh&Wx*8QFLsERM4XT)cxgd;jZ9pij$vXfrS@U^6<_$M}`(%)R=kcEJ z&T?cmM=X&D@^8^0h(_B<-Z6#O4H|aLab*^lnQm;C!bDJS0T@63&ibBV*Y~NCA}hC# zDj?{*(j#f0qdfJR%)V}r9HbdUV{ zOeq~~!>{8~oTc%sB@@8%$Xu_$7@^1NjgjhS7_12tec;!JeE;@Gbgq3~+(mLXiB6{H z%ul8cQ;%-$u5f_E7XUn-tu3TcIs+7>0rAI3@-908noMPor}{o+p!;&Z?S&&!l;Hwg zi3niKZl={>dYn1J|7wII#Ya~F?!gJ$mw!AQl4q2aNO2kk^K0?Fp}i#*Ev0?^CwY27 za?MVKJ13$1Nuk0h07B@%gWSr)Sp+pm*Un%=A&85@caR=jL%He()*oX<3HvaKhvhXl zURz~vlWFz-{@cqxS3KOuY{P|parc-79v0MJk{XleoFYiw`hujA^Q!c@={TW(F%;u)YV2{0vbrQ4!ove<*xx)UTOD7J|@TG zPd4*-$BCcph)YWa`eo+UeZ&?J6Mwv7d>AluiRTWYK4MjMFSWfzRf`7BC7I+~#{GOE%~ zm*x#Ct=W?_Q#2?xwOuCxPv)F)amZbhT)K~7HfIsBdQyMWbN-@9&wRD(*S5vMZDP#G zEs?6z$jWowbYKJD%I=d1AYjwJym0Ybl-{sYXXc57^oHo>`_zgj2Of!9jX}w9yvvx4 zav%H7Xs5HXiBe`fdSM3ow0S^&aC%c@{j?;(AtBruk2ssp;e_QHRbyi0;U5SJHM$Fpb{&zmm=_%QZ9*ZT0=qu z+_@o#(ulM6v)+VCYlV1i(dkEt>U|0BkQ4|OY-iPX zuP&+RzgY3{daP6d)SB0K4# zA5%TwEy&|R;>W6p+^as<3rpyQy3PYujP#ll2U&J$msNY5H4WYN;rn^dbX z-_seTuQkDsgy*Qv&(Q6CngmL7imGwrKEOfPU-&PAXLvMWbSW3+0_PEY(9-0Sy2BxG z6LhH@!ViqQ; z>M!P^TdeA9K4kCB!YA~wd~I%3zpyv-_r@x}1%L+Q6G-)!$vM!O!62;?e~-(gx$&9S zC8P=Kh}J%s%!TSb>3GO_{s}ve_JvzsD-(mGlO$jRntJu(_}N@u1;>(uEJ}9Ko4JZN zf4Xb6hL}&!@dE8NGLB+~XbN&ae2i)P(;{tJ4s6Ua=8KE5Kgem>(=u=PcaTXxsevjg_O zDtfLB$ZYM}XBMrZc`R6iC1p-R)Gafni@MQ1eXD0bMDiU+2X8p2&s(6WZrKcijy!^J zKQe=GXEl6`0xr`pxj~nGCei`SnEjG>lld$w%RC&2Ob$S=X6xcdnGpR4L-(Yx2`alA z-wg6z`$g4Q{tmCOj=HV`N4L}P@cAU~6Ba~U83O_|lZW1f$s4EC9as*0zfuxHc|(^s z-RC*qy)Gx3p<FJgbz~Bt;)IpviNwh(7754j z9Jn0rq&XO5{I?bY{4ev&)AAv3$5eE@AnbT$x-T)N2gA^K;cZ9TLNQa8;&6~O(NnA@vBo}VHFO%l= zAYvM4@ekn02Yw%hMc+Gj{z!41KBXYGmBF@Jc-O7XE2^|J+W+#I+Ze}Z~ z&i;p~Mh+@s%>df_^-Cbo*I$Mm&pEJBacMEtu}sU}aj$mt{ax1ty>}>2>soQVo#azn zHJaIFz585G7;kM|#7v7p?w0QXuK&wQ0|jo;Ba>4-6}hFNuGIsMO7*9MyAyfxtv*Eg z-l#r&&x?8=bQ}frx~GK2yT!=W&xQ6stPL>>Msuv6J0lbOf&95hpEyxi{M6CpJS{S3 z;RRB~6g(Mn{sgz`3r*kk1uZ}^tCsLtOBiqRul)@y$vC4eI8|h3HitBHfS;$R6vG9v zEHBU{$`XG{vw~YMoMf%Pb`;L{4_;r0^aDlEg_tmJTMsyL4gYzugWRxSecxq!Q~~m@ z9N~T&EGc38Y|_q=5c@y(0y`DB_2V%GfzwAX^#A>V1UwlBu1zj)%slEN`WJy!ki1=~ zZn_)&zbiEn2a;KRQ`onIBTM6dUW^ESe|VBrztx - export PROJECT_ID=$(gcloud config get-value project) - ``` - - Make sure that the `$PROJECT_ID` variable is set by running the command below: - - ```bash - echo $PROJECT_ID - ``` - -2. Create a GKE cluster: - ```bash - gcloud container clusters create weather-cluster --num-nodes=2 --zone=us-central1-a --quiet > /dev/null 2>&1 & - ``` - - The above should take about 5-8 minutes. We will run other processes that can be done in parallel and check the status of this from time to time. - - To check the status of the cluster deployment, run the command below: - - ```bash - gcloud container clusters describe weather-cluster --zone=us-central1-a - ``` -## Create container repository on artifact registery - -Create container registry. - ```bash - gcloud artifacts repositories create my-docker-repo --project=class-tmanik-dev --location=us --repository-format=docker - ``` - -## Build and Push Docker Images - -Build and push data pipeline images: - -```bash -# Navigate to the data-pipeline directory -cd data-pipeline - -# Build and push data pipeline images -docker build --target extract -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-extract:latest . -docker build --target load -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-load:latest . -docker build --target transform -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-transform:latest . - -docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-extract:latest -docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-load:latest -docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/data-pipeline-transform:latest - -# Navigate to the flask-app directory -cd ../flask-app - -# Build and push Flask app image -docker build -t us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/flask-app:latest . -docker push us-docker.pkg.dev/${PROJECT_ID}/my-docker-repo/flask-app:latest - -``` - - -## Get credentials for the cluster. - -Before we get credentials for the cluster, we'll need to check if the cluster has finished being created by running the command: - - ```bash - gcloud container clusters describe weather-cluster --zone=us-central1-a - ``` - - -Once the cluster has finished being created, you can run the command below to create and get the cluster credentials. - -You can know if the cluster is finished running if the output of the command above is -```text -status: RUNNING -``` - -Anything other than the status of "RUNNING" means that the cluster has not finished being created. - -If the cluster is still being created, wait for a few minutes and do not proceed to the next steps till the creation process is finished. - -Create a Kubernetes secret for database credentials: - ```bash - kubectl create secret generic db-credentials \ - --from-literal=DB_NAME=your_db_name \ - --from-literal=DB_USER=your_db_user \ - --from-literal=DB_PASSWORD=your_db_password \ - --from-literal=DB_HOST=postgres \ - --from-literal=DB_PORT=5432 - ``` - Then - ```bash - gcloud container clusters get-credentials weather-cluster --zone=us-central1-a - ``` - -## Deploy to Kubernetes - -Change directory to the folder with the Kubernetes artifacts: - -```bash -cd ../gcp-deployment/k8s-artifacts -``` - -Deploy PostgreSQL: - -```bash -envsubst < postgres-deployment.yaml | kubectl apply -f - -envsubst < postgres-service.yaml | kubectl apply -f - -``` - -# Wait for PostgreSQL to be ready - -Run the command below to check if Postgres is ready. We cannot move to the next step unless it is. -``` -kubectl wait --for=condition=ready pod -l app=postgres --timeout=300s -``` - -If Postgres is ready, the output of the command above should say: - -```text -pod/postgres- condition met -``` -Once Postgres has finished being deployed, proceed to the next step. - -Deploy data pipeline job: - -```bash -envsubst < data-pipeline-job.yaml | kubectl apply -f - -kubectl create job --from=cronjob/data-pipeline-sequence data-pipeline-sequence - -# Wait for data pipeline job to complete -kubectl wait --for=condition=complete job/data-pipeline-sequence --timeout=600s -``` -Once completed, proceed to the next step. - -Deploy Flask app: - -```bash -envsubst < flask-app-deployment.yaml | kubectl apply -f - -envsubst < flask-app-service.yaml | kubectl apply -f - -``` - - -## Monitoring and waiting - -List all pods: - ```bash - kubectl get pods - ``` - -![alt text](image.png) - -View logs for all containers in a pod: - ```bash - kubectl logs --all-containers=true - ``` -View logs for the data-pipeline pod. You should expect to see similar logs as you saw when you ran the docker-compose deployment on your local machine. The final log should say: -```text -Data transformation and loading to final table completed. -``` - -View logs for the flask-app pod. - - -## Useful Commands for Monitoring and Debugging - -1. List all pods: - ```bash - kubectl get pods - ``` - -2. List all jobs: - ```bash - kubectl get jobs - ``` - -3. Delete a specific job: - ```bash - kubectl delete cronjob data-pipeline-sequence - ``` - -4. Delete a cronjob: - ```bash - kubectl delete cronjob data-pipeline-sequence - ``` - -5. View logs for a specific container in a pod: - ```bash - kubectl logs -c - ``` - -6. List init container names for a pod: - ```bash - kubectl get pod -o jsonpath='{.spec.initContainers[*].name}' - ``` - -7. View logs continuously: - ```bash - kubectl logs -f -c - ``` - -8. View logs for all containers in a pod: - ```bash - kubectl logs --all-containers=true - ``` - -9. Describe a pod (lists all containers and their statuses): - ```bash - kubectl describe pod - ``` - -10. Test environment variable substitution: - ```bash - envsubst < data-pipeline-job.yaml - ``` - -11. Port forward to access services locally: - ```bash - kubectl port-forward service/flask-app 8080:80 - ``` - -12. Scale a deployment: - ```bash - kubectl scale deployment flask-app --replicas=3 - ``` - -13. View cluster events: - ```bash - kubectl get events --sort-by=.metadata.creationTimestamp - ``` - -Remember to replace placeholders like `` and `` with actual values from your deployment.