From 738d1429e1be5b78e074755d2463bd2172b8fe10 Mon Sep 17 00:00:00 2001 From: Lorenzo Nicora Date: Wed, 2 Jul 2025 10:10:01 +0100 Subject: [PATCH 1/2] Flink JSON data generator --- README.md | 3 +- java/FlinkDataGenerator/README.md | 139 +++++ java/FlinkDataGenerator/images/dashboard.png | Bin 0 -> 400863 bytes java/FlinkDataGenerator/pom.xml | 185 ++++++ .../services/msf/DataGeneratorJob.java | 222 +++++++ .../services/msf/MetricEmitterNoOpMap.java | 52 ++ .../services/msf/domain/StockPrice.java | 70 +++ .../domain/StockPriceGeneratorFunction.java | 59 ++ .../flink-application-properties-dev.json | 22 + .../src/main/resources/log4j2.properties | 16 + .../services/msf/DataGeneratorJobTest.java | 150 +++++ .../StockPriceGeneratorFunctionTest.java | 77 +++ .../services/msf/domain/StockPriceTest.java | 64 ++ ...ink-application-properties-kafka-only.json | 15 + ...k-application-properties-kinesis-only.json | 15 + ...flink-application-properties-no-sinks.json | 8 + .../tools/dashboard-cfn.yaml | 578 ++++++++++++++++++ java/pom.xml | 1 + 18 files changed, 1675 insertions(+), 1 deletion(-) create mode 100644 java/FlinkDataGenerator/README.md create mode 100644 java/FlinkDataGenerator/images/dashboard.png create mode 100644 java/FlinkDataGenerator/pom.xml create mode 100644 java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java create mode 100644 java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/MetricEmitterNoOpMap.java create mode 100644 java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPrice.java create mode 100644 java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java create mode 100644 java/FlinkDataGenerator/src/main/resources/flink-application-properties-dev.json create mode 100644 java/FlinkDataGenerator/src/main/resources/log4j2.properties create mode 100644 java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/DataGeneratorJobTest.java create mode 100644 java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunctionTest.java create mode 100644 java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceTest.java create mode 100644 java/FlinkDataGenerator/src/test/resources/flink-application-properties-kafka-only.json create mode 100644 java/FlinkDataGenerator/src/test/resources/flink-application-properties-kinesis-only.json create mode 100644 java/FlinkDataGenerator/src/test/resources/flink-application-properties-no-sinks.json create mode 100644 java/FlinkDataGenerator/tools/dashboard-cfn.yaml diff --git a/README.md b/README.md index b9dc92d..64807ea 100644 --- a/README.md +++ b/README.md @@ -40,7 +40,8 @@ Example applications in Java, Python, Scala and SQL for Amazon Managed Service f - [**Async I/O**](./java/AsyncIO) - Asynchronous I/O patterns with retries for external API calls\ - [**Custom Metrics**](./java/CustomMetrics) - Creating and publishing custom application metrics - +#### Utilities +- [**Fink Data Generator (JSON)**](java/FlinkDataGenerator) - How to use a Flink application as data generator, for functional and load testing. ### Python Examples diff --git a/java/FlinkDataGenerator/README.md b/java/FlinkDataGenerator/README.md new file mode 100644 index 0000000..5de0c64 --- /dev/null +++ b/java/FlinkDataGenerator/README.md @@ -0,0 +1,139 @@ +# Flink JSON Data Generator to Kinesis or Kafka + +This example demonstrates how you can use Apache Flink's as a data generator for load testing. + +* Flink version: 1.20 +* Flink API: DataStream API +* Language: Java (11) +* Flink connectors: DataGen, Kafka Sink, Kinesis Sink + +The application generates random stock prices at fixed rate. +Depending on runtime configuration it will send generated records, as JSON, either to a Kinesis Data Stream +or an MSK/Kafka topic (or both). + +The application can easily scale to generate high throughput. For example, with 3 KPU you can generate more than 64,000 records per second. +See [Using the data generator for load testing](#using-the-data-generator-for-load-testing). + +It can be easily modified to generate different type of records, changing the implementation of the record class +[StockPrice](src/main/java/com/amazonaws/services/msf/domain/StockPrice.java), and the function generating data [StockPriceGeneratorFunction](src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java) + +### Prerequisites + +The data generator application must be able to write to the Kinesis Stream or the Kafka topic +* Kafka/MSK + * The Managed Flink application must have VPC networking. + * Routing and Security must allow the application to reach the Kafka cluster. + * Any Kafka/MSK authentication must be added to the application (this application writes unauthenticated) + * Kafka ACL or IAM must allow the application writing to the topic +* Kinesis Data Stream + * The Managed Flink application IAM Role must have permissions to write to the stream + * Ensure the Kinesis Stream has sufficient capacity for the generated throughput + * If the application has VPC networking, you must also create a VPC Endpoint for Kinesis to be able to write to the Stream + + + +### Runtime configuration + +The application reads the runtime configuration from the Runtime Properties, when running on Amazon Managed Service for Apache Flink, +or, when running locally, from the [`src/main/resources/flink-application-properties-dev.json`](src/main/resources/flink-application-properties-dev.json) file located in the resources folder. +All parameters are case-sensitive. + +The presence of the configuration group `KafkaSink` enables the Kafka sink. +Likewise, `KinesisSink` enables the Kinesis sink. + + +| Group ID | Key | Description | +|---------------|-----------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| `DataGen` | `records.per.second` | Number of records per second generated across all subtasks. | +| `KinesisSink` | `stream.arn` | ARN of the Kinesis Stream | +| `KinesisSink` | `aws.region` | Region of the Kinesis Stream | +| `KinesisSink` | (any other parameter) | Any other parameters in this group is passed to the Kinesis sink connector as KinesisClientProperties. See [documentation](https://nightlies.apache.org/flink/flink-docs-release-1.20/docs/connectors/datastream/kinesis/#kinesis-streams-sink) | +| `KafkaSink` | `bootstrap.servers` | Kafka bootstrap servers. | +| `KafkaSink` | `topic` | Name of the Kafka topic. | +| `KafkaSink` | (any other parameter) | Any other parameters in this group is passed to the Kafka sink connector as KafkaProducerConfig. See [documentation](https://nightlies.apache.org/flink/flink-docs-release-1.20/docs/connectors/datastream/kafka/#kafka-sink) | + + +> Renaming `KafkaSink` or `KinesisSink` groups to something different, for example `KinesisSink-DISABLE` prevents +> the generator creating that particular sink. + +### Running in IntelliJ + +You can run this example directly in IntelliJ, without any local Flink cluster or local Flink installation. + +See [Running examples locally](../running-examples-locally.md) for details. + +--- + +## Data Generation + +This example generates random stock price records similar to the following: + +```json +{ + "event_time": "2024-01-15T10:30:45.123", + "ticker": "AAPL", + "price": 150.25 +} +``` + +The data generation can be easily customized to match your specific records, modifying two components: + +* The class [StockPrice](src/main/java/com/amazonaws/services/msf/domain/StockPrice.java) representing the record. + You can use [Jackson annotations](https://github.com/FasterXML/jackson-annotations/wiki/Jackson-Annotations) to customize the generated JSON. +* The class [StockPriceGeneratorFunction](src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java) + contains the logic for generating each record. + +## Using the data generator for load testing + +This application can be used to load test other applications. + +Make sure the data generator application has sufficient resources to generate the desired throughput. + +Also, make sure the Kafka/MSK cluster or the Kinesis Stream have sufficient capacity to ingest the generated throughput. + +⚠️ If the destination system or the data generator Flink application are underprovisioned, you may generate a throughput lower than expected. + +For reference, the following configuration allows generating ~64,000 records/sec to either Kinesis or Kafka: +* `Parallelism = 3`, `Parallelism-per-KPU = 1` (`3 KPU`) +* `DataGen` `records.per.second` = `64000` + +> We recommend to overprovision the data generator to ensure the required throughput can be achieved. +> Use the provided [CloudWatch dashboard](#cloudwatch-dashboard) to monitor the generator. + +### Monitoring the data generator + +The application exposes 3 custom metrics to CloudWatch: +* `generatedRecordCount`: count of generated record, per parallelism +* `generatedRecordRatePerParallelism`: generated records per second, per parallelism +* `taskParallelism`: parallelism of the data generator + +> ⚠️ Flink custom metrics are not global. Each subtask maintains its own metrics. +> Also, for each metric Amazon Managed Service for Apache Flink exports to CloudWatch 4 datapoints per minute, per subtask. +> That considered, to calculate the total generated record and rate, across the entire application, you need to apply +> the following maths: +> - Total generatedRecordCount = `SUM(generatedRecordCount) / 4`, over 1 minute +> - Total generatedRecordsPerSec = `AVG(generatedRecordRatePerParallelism) * AVG(taskParallelism)`, over 1 minute + +#### CloudWatch Dashboard + +The CloudFormation template [dashboard-cfn.yaml](tools/dashboard-cfn.yaml) provided can be used to create a CloudWatch Dashboard +to monitor the data generator + +![Flink Data Generator dashboard](images/dashboard.png). + +When creating the CloudFormation stack you need to provide: +* The name of the Managed Flink application +* The Region +* The name of the Kinesis Stream, if publishing to Kinesis +* The name of the MSK cluster and topic, if publishing to MSK + +> Note: the dashboard assumes an MSK cluster with up to 6 brokers. +> If you have a cluster with more than 6 brokers you need to adjust the *Kafka output* widget + +### Known limitations and possible extensions + +* The data generator only writes JSON, to MSK or Kinesis. +* To support a record different from `StockPrice` you have to customize the [StockPrice](src/main/java/com/amazonaws/services/msf/domain/StockPrice.java) record class + and the function generating data [StockPriceGeneratorFunction](src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java). +* Data generation is stateless. The logic generating each record does not know about other records previously generated. +* The generator only supports fixed rate. No ramp up or ramp down. diff --git a/java/FlinkDataGenerator/images/dashboard.png b/java/FlinkDataGenerator/images/dashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..248e36cb5988ed53132afe10668335bd41789d53 GIT binary patch literal 400863 zcmeFZRahKd7B-3o0tpbo-9mx}4^EKaPUDi`?$Ed>mTyabv#b8yfMBbu(!9Nj@4~l z0W%ZUd<4B{u0LM%8@O^FNUAqQ$^;+gj0mbf@%NSqU}mNB=YBySC%KJ`mWh$rijLGQ z%DUd(E`g*KJlm2m$&2*Orj(zt`eyppFf?A7ju6SeT{M;Y3-%GUFdEVVV^l8|5|u2q zJ$t2SVf#AXPIqPy-Xx=AJXS5EV=$H>MU_m*s@N3~QU!ko8w^D>3-_o<>@~sI*EWlQ zN{Q$3qPw`|_P#eR)a}^RH6M5!6dP1C(hlPkClA9i=`=^ zikLX7@(9_vFOVj2u$qVXbtXK#%pAKd>Q-3G|HTfsd1Nn5>CD)xC>@-L<@omNs~1>C z4@0un>JOL2c`PNT=kni?CebJohtjumMAOlU=0t)_dIML3cfsqhkH%e!W}zM`;^(rj z-Nf=4HK&Y`{f7LAuqPN|93Fpkl{k`l)K-ou8SuJr%CSN^hNyJK(Z}+&XsQ*n9b11W zaYYxZga@_k0@(_h$GfY8sUIkHe4tDBPgPXUUavD4#I@mus$2x^qdxM-MnT4Y{IpAeL>*J=#~{S_q5 zi{!yL*28I))ECbsBUhBl$%Rzg4BBiZB$IYZkF$=rjp-KWqSJ?uom+aF@oJW{Sjz3o zgQoa)pSmGicO)ZW3j}Z*!>8EkDW)AGF~D;NHjY6zYhr1`UK_ApM$Q-D67ZhmP5w3$ zUO%I{v{zZ3Vr5-B9t9b{3(>00G%=nG9-me{8SW?z|bX* zI-I@M`O$~zLBam#~DbJW>RJwemk>L2EvzF99#$Dt1+1U=cCQljWA>Yy4yt&$!_5-s)&4^qKq$mQYE^0L}<1j^ndidM6IXOA7xz!SFxp!V7-r5?j|bXDTdLR%n+=;= zS`l0FO;#)%5i)(opJkl2f{yb+cqe!!dM4zGQ;IUCf6gA*e74!P-J2P)xwbK%nwT=E zq@5{;JHdIT^=qWy^ShOB2%L>C6K4;{=%WHon(=*Op)T3Zi7@C^{$95uvr7@!d#T;! zvjd}>m6Ip?fRo;K-T3N2IAV8qBXzTB{$ju#e)w)Rw5vAkcC=$ba!D2LWQ$@ecJLnk zNisu|i>m{Ey`39$z0)DoMR$8*-tM6DHcSMjwuBrV2{A!E z&yn31&=s0z@w1Sh^j&pD{i(e;EH@ zZ~m-b@Rgi(yomInOIlMD zhwII14KT8?+*;39xe_w!G1V01m1q|27l!5AEWE9MHy#`bng&fmPz%rOxMu2XR#Oyy zC}{E^?CqwEnsRJli2aVm#Tk-{>hjKpTq9CP-Q^mF+1Q#4M8LK9JWdhR^NgC*_AtH$!u7mWoFzMT4F>8a=%g8le5skDea8*b}j;ao49b;s>P`YsH` zr)fV$UIg&I|*HRD0->>vFf!ZbmX| zgQ1NL*jnVOa(3{ez?=XHn}?oN^R7pIjd?uo67Yg_ljDxr zOn-^)58Xk#&3WGoxn(xWJ?194I$cktV}lN#EChGU%ymO847xKF)QSPeU8P*`pmYCq zRep8YwMVaHp~RS;EL`lhaa2^zP`7zxAM3Z{%j$FUwRR0$yvW;J=HvJi_f}*E@$AI4 zOi85gO8QdkqGwMHws|lJ z#yG;bm+ejLcc6)c+MA{D49RZ~%|9Lm2{oOxAQrUQ_B}9vpehLSilK;K9ESjmM6x8} zW5agUSbx8@8IGhS?&C><#Lk8ESP+^2-4AJUVc5fTfw&KtgZCDXg-zGY{r%L`%|}YF zDCSXe3Ym!JZ?K09f*wU9MJ5CB#b;A388Zb1Bt~E#6A2BO1PLA3Lk8Z$$fW<;e}nuS z3H7hzC`d>jEs@avzD5z)-o2uL_g$NRY*Ax^kuZR7kAb&)Cdxmr#^%aI{pUV94R8+W zwVJq$46s!*b}}`!bGEQ|iQg`G3LLoaAg%3;ghW7p_ePdcr8@xnpR!cfa?w(d=Qp;u zWqoI2Z)D2qZtHN@50aoeKd@_S>hg}t-PXp=ncrQA=C3RGf&II~Y&2AVUE*RbM5Cpk zOeJpbWJ<-u`jYh}jW8A!6_ucqi5b7D#GAjH1K)&bEL>b1_}SRNU@$9~lhxkIoQ<82 zkB{vo2O9?m3vdOCvxl9_J9id4XWD;s^3Q%GOr4FLEFD}d?d_=U`h90)@9H8%LvuIK zzh3{iPg8fxe~)D6{P$x456E_RhK-%|CELIH2AT@q9pzWHbT_rpmaw!1WCn~O%+ATq zCHPl^|Iev^5BXbDt$#P=c*XPT_oly{`hPbCIh#6(+uH(zx(NS!!v1dj`^mo>3bNfj z`){)NhoJvD3P@TQOOWkfvnGsXeId*QOeC45gpxY21=Q^Bg%S;XJpacQ*hjg!X(@of zk&r}@WF%gzyCd(;V|YIupXoYefIbp?OjU*SH7k%xOZkzc33V7PwpxH)o=8=^)rB07(C|9Ozt zvuRsnbd+T}WmN+PCLYkw($z2R7F(0_uRUEt5)ywtcTRLYp@H#oRlO)JjBVCQ5l(wT zM^8OtGfHNz(|Zyi>g?=&;-vUr3;0eTkEk;lOCvHGrdj)n0{apo2clL#W;eJ}R1(B> zGcE3xWAi|ikE=)AJUiNwF8k5@O1}D77 zH+z>2C$kWfK!VG~DwuGc$Z<2-R^lV;YI|pG3zYv85X|Gh)q%gRlSpl?kKE`1 z<_qGO;b@UO=cDKaaouB;_w>v2ZpiE|{A&{TCu|_D3#@aOGd$B8%31sA^E`?a&G|vK z`sIf2vA%#NdI)cs;?FkmdjOj#C>WPzxD{|62#dX$zVFnRso^w-tnl%WcfTY)mU8Ot zuHDHLD~pDiQg5_pF=F(larj-LHvC{5Ixk6H%cmIa=5w&lM>Vt?N`d$zou*pKX^qW* z$JhEkFPlMBs1Q5BWs)>@1ohqbAl@FXrxcKRR!f1tfFi*X)E92Kd%(lt^!9W9 zsX(aJ+JR3DJ>T~W_ONRjIQvKmZu8}1i&Ie4^`9BUf$|+X5F@&uL7>TneS+t~+!}B~ zCAe+1P5n~7>hVXgOWZ=*W9AeOE|H5>eI3w3@IgWOD!Nn-tUnJy@P+5n>BN0II~WVf z*nYXQDx}YCs_TyiAWb|*?ta-0G=;!o|H~t$om$PFh#$e*^KY`ovWYydb6H0!vsQ-? zph4T{+iSI4UP@=JWO>2aW{wMnmZv>_B2xvmJ<{QE`;>j`4fZvW(e6G6Cq2M)LZ}e5 ze}X1dOJ7@2N5Q>eA0#&n__Pm?w%YABDzb=`Q2MQIIVt9z*Xw|cjro1FlIJ)FgkM_O zfKRkE891&^T~##-`nBX4%lOZtDIVjSmUAFgew?dNWQ6SeDr`baMn#&FNJs%|!g_FR z%B*sJbTPiCv^|{D1Wm$dbq?l_s^?4P0_9tZA>+-Rf$P@4mP7fwe^M88K07|VC_P?} zvnOSYhy=h#P`Ej(zPNrsV&>#KTwC#I*Kjp}e)Gh%` zXPufut|38dl}~dQ8*VVxwap%(9FS_&I6s(Rqx5;)j^SJ(uaFTS=vk0$aE@U^NhR4B z!*rTmlU3G_F>yPqd_{#1W~G=u3tK-Jj!dS3+0B?reD1L+GCfjTd2F?qajV082A$OE z*ZvR%BARxqc)+F9T$dHb-`d>otdn^$?uXi+buX`XO^$!cZL}z!_V98klEGiJQsn6t z>VL^z{-%b!=*>4!i9OFoc8gs_SF`czya2Q6NYl6KEVpNYI8G}8ryz%M9?j8kHv2da znB2)TCA|rmBR9<+z=$UjB8kUjDWGGH<8$O6xQ|Y8(LEa@h#j34qHW12Ha;X>sOqTX zfe_&_Op$|80Fn!FLG8Tail%j56v~#eYo9(MB&DBBO?=^~(>>v&(_AhlJStWVIBnUI z38|)u5^x^c)*|<7RzXI64&5#-9^TEJ9Z9nr6&lKZwvmByozE~UdMGH&MLIGr>t0pN zli*z0cpiIsFIlVgt{kuRggDc0g+%*|h0)L%k9G^wP%pQTgsfAgXl$w6oi0rTv$i3% zbNrW|jSz>^69#h<{b?b_{Y8z0t(~($nHXaX-H$#kSH)TzxB9smSxy5(ozs=ZO{qQ- z$z;t+pY{E=UC$PjK8&ylye<)Vp(euC_y$K~cWhv*uF<)lg^(f*z%W~DR)G{gucK$$ z&>Ypp)Myf>#cN)v(hWVphum819J_&f)G{{ZWIT!&%ogoFaXe=jE@=c@W6HIQeB@~0 zaQJ3!`YoxFr6;pnTJYg#=_cXxpxFOymMIdO)d1Mw(2b;w`-&mokMEo6aSHKH;_-@{ zUfpUNSxa|>_nU&vWSMr>4s<8C6hN*E=#eL1zK!Vcot6YgL3DWSop5D7*Op!t1$Gb$ zrswUaq~fu(2+oWyQ{&c~rm1UK=Ok8dL3JBt{a9SANju%@vTBZIW%x#fi>XbD3i(73 z<8~fCisB(N!@`Wxf?HS2js6ajAgJCilXT*A*Q)&}1DT`khx)%1K-?!z2mRLM+?6_$ ze4L7AbK?rQ`la(4^yWfM!*e&MEYlSk1Z%EbX%74M08dwJuZnDP!mpy{>sUN@ddYL) ztY6=}`%@&V+G-Kk8q^YApzPHgaoKXx`AyGTzG3$D64;mdOPBfX$Qfwxgp4IIHGbt4 zo*ji~igsP0e2Ir|X#FVA&=T=kSnC z@@NS|;KYX+!XBAYAybM|#4`uBi%<2Gwr=$Gxz82pV-jnSHeI5Yf?rt;a902j)T%Of zU07aP%QH3=G14b!j?3&tFdA3iobQ6t*2{cI=55bF%d^e;k4>z7t8475De7vlxHPQ; zHgri)`WcJnb8J(qtjU>Nb&@vYJmS8IwRgIVA0~OOTUOf;j|uM_aMe2(`LudNH9(hr zA4!4+MFhvhOY`;eKvBY5&7GN*SVWX_4B8y3#wJiVUq5SPCu7yG@K_uxcSZFas}pbH z(e7*Ap4C-y&2gR?qR9C1dJz6PxC*bPG1e61*oL_F_`q>te2bQ>|6y&O+_$mW4}2r3UrA!Aa5NV$xeHa1}-Me}rM98CbMX z(8l!%%a@gw3N|5y=rgy?$Fl7`&%&`Vt=4A|JacVsy0jIKJ5&i$Gd-f; zqg*Vh#MF9ZIf>yH4e+7_y6Zn8v{XyM{=DB!#%;^a)Viu3+=sk8WQ#nFO8go8s~GFH zu(gog=U6l%KdNl~X`kqEduT7j9PFU5EAscE%a&KE1%77?~cUfMe7-7SGTCn)sPdi9<3s6>_!$UZtIXz>WdSi z=e~4<;nkapp6BfF!(QvSn!#i~6iF>i6ZPFJu0rXAOW0Y88AZUoA+hb}ov!f+fn-V_ zrIOv}Hbk(TF0*dHYw%lbIHZ{pUG@PGT2fgIQF&rfV~%}_n44Xlj-0FIMoacNHn#si z2g<*DZNbL}JfcLq*JCmYQk3i=gNq!tDOU%R20jL$cQ^a! zYX0bUqUdeMyDi`85%^=u8qbv9^B zgZSukp(pWaMzyDaW?Ug#N`p2*v8}tJ@MVkL2*g-i(()LIVnFL&a#v(;)Q)0>Z-l-p zxJNC;wC6IoJZvIx6&C;nSkDn(mY8#peA(jW0>$8w$FDBI|BaO8Z#Q+AR-5hc;hskI zjS)FdPlxe-Z@YTTqApNg{@H0~jVK9%ZZe;iT!?u!{llov=w?~Y;T7WwT6=ph z`5#`3S6$0Z{bcHuIV|dQ8Ic`Q=wI{<-$~=0IZOsUWl*RhJpU!wNvvx9nR9bfp<=UP zg{Bi&9d;UMWeMSPu_k0Fu6lU{FSQ??oxYdMqObnS<9n76{pI2w<+Vvd6K}2Z;(mSrf-9A>p1@(H>nx()>%x?5FSywX_YB65Kcw0A8Myp_^W6Phr%zh}myTUH@&=j{O*8=FYk84JV0Gjwrj z&s^8^eqR5M>z4G|3X;Z5V1wFkHG2QdF3MI1Nk?JOa8x_^#M=EKnIppU#S44P zrojdgDgNxPZChU*4aO%1z8juoE9hWEKd6)p??_mNiPL#37B^NpmEMP%;H#U zh~?-vHRoJFOU}4vG|cT^Fn05}EaR#-*Yk3o9`8%Dw@uLY`%-6RR0~%x4&3)4!1oTq zwJqopGmbF7wAIfsOz2dus(+p00dGX{*nrJnGU7LDP}{&P!H(fgBBj#87dg^c za-@MBou_S=dEJ$oyy`ADrjki|XGX?adevKr6bxw`#-`T3;kzT3?194(DE<3aTF)Z~ zEig4ADPkCL4aZ)`TaCxDd2%R;%-!(G9Cg0$JSfA8FyyJGep`YvQRq|!k&zs)fOC|Z!J@paa(>AxN79E*Q`$Eund}R=cuwRq8qZ2<`RC>d-Bz> z{U(WaXqQsT^YtHPrdwG8O8wZP8y6PrYWjOVCnz!SXx!)Fo$3R0x8^}u;ogncYYe`_ zR`ry0I3c8PXT5B8A}L^w=LNe?$had%O+)TN(et9f8f?m)0!=Or=sl*Pq6pVt?RwK{ zs##|1JurcuXjIi-9<#TC=ie1Cw6K{VTWdkOFw{-cX&&|jKVAK2kv!=DAUifE_t zlRXEsq=7|mVn0@GH+5NqJoOdQ?{S8UpQ9CU%fu2o~d08y%@JWS{;F2+TF#XxD8B7uIa#iy$o6|d=2F}MP)8j_H&og z+?p>Kmf5Ehy)AzbS}PYCSGoshJuHtv1^nILd4-o!tIQ$tnbUL}<}}NfZ*e9fInk1@ zLu54nD1nGsM|;rv3oxyB;`9dN3u%n~@yI&WgDVBl@u1Nj4(39VG+}0iJ>tm)OE1_% zLXmpyn_gQ?jDO_uB6hCr+$|wjSKxw$jsR%v`udK*&M~Q*M$gvmyoH-Bu^W#@Ve65k z(nivFrY&keshfq5;M7zXAsC#n>*mbr=+U0ihYjET#Rbr%)jOk;tAb4x1>%BoogqH8OE(!j{8nE- zgJ@z*&Dk{cOdQasI0O^OU^DF3sc3m5d<4G=80(rF!f zfc|Ig-=!O9_biIO`E>kzP=EQpuQOsk5g}4MbH=MPZf~sG+-oITDSldkP;>MF|TMqLc18!?xC?B=% zy$!nU9Z>bA9KdEYFlwx?_CMR{yuELEEePrun#HZ7fJvz*a1C`bGHros;hu zAwILf7haLmKU>dkwf-lW(?IZo3Z@Io`vbFj`>rdWR7W|~D9CMw##4{7>zK}e()pkd z&J|dgD$&%_utiwlhlva^5Ggs75z=)L*+j zwa~y1W`MS|F^(0Xw54&ZtZgv~Y~#m;3x`&%DtKFeysD@e(=t7IWq=)Sm<3{ph_KVs zR{^obR+sG+NqUh7e;qGpeN`B)=VO#>Ks+;b3 zC4p#)c!A9MY%)xYW2GXG;}f<6JV4>o(_Bus8csPH=sHjwJ%#wv>K;Py7Zr@E3Tr#! zbK!Rug@W$yFdBLKT_s-`P@>L_rL%cOxwjT%$~$*X`sOyi#A%+8NVOR3l4MZ@WXEEnA0=3=;42aHXJ_2&M{R~)@W4JRLwqye?V|{eI`bGE6EUO!%%>JF?pDhlov)a5|B*xPmlFjU zK{w~gD>zDjurW-C2&hoJVq;=vr%(I1X5$itf|WT8sVxBx6nHLb$f( zUwqHHwg9@0rXA9|>za0xyIcB?;t-vv)`cVfq{b$7f?}40JEjTvtfvX%+bG4c#@Wth zslRq&sKh<#dqS>Nvq7pZ*dxp8k1VE9`r((Nnf0bE>3m+l-ROV&RAP)kSy1*B8QGut z^1G1&;#uwn7P(Co`V%@U8ijsuv8;3X(cQ{g$*r+%y`HdZWxY+`19%!;sor9T)|Uh` zcr>B;dJ3$w57cGe8`ot{6lz!7c$L(D)RpYyEMmM7N7~RmWFXV|?fjVR%BSQ;5X1Gy zji4qtgAF|RectWsD-6F3h`{FCX3?ZiuYf|LM`vHy|EMr0K$^gTA#rOz%KrI}oW1m* zM!1+G&bBMT=S|prX2oCMzIry(T+9r`bSY-m(~BTd1^z?|f5R9x0o4%M3WI;!pDpD5 zwdyw%gO15nyJnu@{6}{2k30lb`(2IH6`F(l|DZHF6+o#|{MD}W-XGceKQ4Z+N^l z1gIdjFUl*y|3O7qv;ld^`JVED|20zqW-Q7E2Go+09jbbIG&wn@ss;wEad9A3eSKP2 z*Xql9DXA`LJ-s42x^_8L)tKyTI=P*Rf|&RT9bLutJoNMYNeR2Xd(%xGp}TYSx_J5vl9JGHpJA^52a~L5-H_AcPx(B1*2y1 zqUo%7X`?5C-Z7l`;hUIYu_5EzX?&;|y9Kq@)5}*2#7o;Q45~J+YqGRAea};iP~2f< zPs5E)++BVg%iRs!xraGQ|MJ!DOP+t}7c$x$UVcGAbW;;cg(-|DL%eSQC+|mpngAFm z{vVjZ=<6=D3y8d~ygVMnHW~g#zY%OV-(WR9*&y2$K~5(GRj4c-uuXr(`MUt#V&ykp zJ$?GLx5jq1y0OkCCY+QvX*T!)F+~a=RAwL`y&IF) z(cXtGMq+&nNENs!zE70{n$>XZSj;JspA}bq9_Y8k>a4!kvhnNlvYt+bsIxB{q!1Pt zH?9f-DTMF^8muwSkx^3S%@Z>!mTr)}2CBOA3s;=_lLvFm;PQVxR_>4fa;Rd|)I#1i zep*^}X!{A^yAQRE`+mE33lzruM&Ii<(`D33+uK$_MvuwKY3Ccwf7vQP(GUl|I%Jzpu0a=%u{8AsKoT({iJe%bDMJ7DmF&u{551 zF*g!p=n6QH2y`)5AtynSNo!EuLHIuQS{fyGPDOH|e@XS!XHf_A$1C5~ud-&kJEZcY zyvz8WPLf;&B0SeEFwtZ)`Jf4)sQPc;WU)ClKk>kxennAH`Su}sm7bklcqOQxv0Lx@ ztWg!Zf*L*3yCg`pvSz03C4_hxGA|0FEf0mZtt zFkF$oSaJb3D?bzYC^bdC*DXPjl22OtkLo+@zqq^?t$d2PaneoNy5)?$-l6T4UDxNj z96$|?F%>)UdY;gQWt9hORe0Kb6Bq8w?j z7Wni0`0&O;)Bbo_?V7J*0RM94E1H-=zzbJ70eZ*7I{RVgji0{tfwl1Dwu4VGN68Xq z)!11D7CWTH_OS`hzz#E!l*)Ir6R-`wT||3<=XjSYbPZHc%6Px$AZta9-fqbB@ua=H zbj1E(5U>K5_sr*ae0dvCQQ@TB?41K^EypTw`#EGVQ)_R1FF}Yr9*ch;Ke5>FQ#yEp#{?mdejpy{!jPDfMV!#Qhaqh zNFp@mJ)xa<0afM9&`oWvBtb^oMMLosst|blgbAn;fn}e8d-ow}AD=4`&FDl>jL8P? z&oVLx!3GqgMJqXpCq7pCW1U@Jof#xmnw0ikW=(A=xrt4PRV@7#7V;AADc;U>C&;ni=DPMvcb38`Cud3*W$Z!Txj1MF;fq4Bc!=F3I5|#FW+fBb9 ze=La5^{!ZP#uhsd|7*j<5}{%#N@t+|8A|^;R1XBo`j`YwcsnTlSo!P5`T0~Cg_G?b zSoQGudWMMHhXiwdD2vYV9Qruc+2%RM@=5u9E-!_yh~F>@P3dia@=1lAe#tztv5`?W zxRhd~QWM;08=zJ02EV7>=myQl8mLhlOy?VE1mn(*zt-;T;yWG`VT+OsjhEKY@Z!6@ zDjy)NK>rV7mzQ?aZ#w(MX?nL4HZ4wOhwec_6uU z;5`@&tG*}FnDCGZFGM;(+J{Y3U0uebe)XH&qYH_b7PV+GF^}ok*%yjyzT2ta*_6(u zXBqC!@Zk!E0gYo2>#;?Kg9QLzWa;RgztzI|V+X9mGDMna$N0v-}JfWIQl>3K_e;Z zLy#(bZR}IGnc-JcWt*}!I&?9&@`O@=cIX@Wm59pXasblR};1C zO{*VD^r-tgH6+-qih@2Dn);+(!8&&FCi7UPUB#Ju87CPtcXugpLY=pQc6J-;kP!6(v zxhsvFJt zelL|@?{q^~pna<#f!ujY#B%@RB00P9vmr8eC45xCV*jQx7M3UxjJOO846w}C2pLaL z9W4idg7n1D!*Ys>`m6-M=Z}R&;@8iMnVQBm9sGb?Udpiv8G7||m5Ss~r@dtQ-6>I7 zprE6FIGVBE|Jl`execSE{@$qDdQ?wup+t-UWCgL#cRbfvqq3|Drr|5=cO{OksdV7R zPl;{-qu3}g$~3@a?q^B3^>S`pgBMoJ2#_&yOZ@KI0DVBO5;RO`2tBh>@6i6U*bor!gw@N9(?E@BRoOuA>mUA)TS-$Cl? z-QOhTa>|A-c~XSDHl+6#gu={xecJOZ2S5-F81G_VG{Dw+6WQ~)pr|arKOqt_E}HPo zIrem&V{90OPuQ=W$*v$F(v+k6oZ&z|G`s_YR?10QaKz1zKB1!{-U|(dvz_?oN(Kws z6(h#Q6TAuNclFXqYl5lwcc14+-!HX^UMFQLO4eiNS1S>wZnM%aBcR#R2{J4*z$e29 zXvKQJ>UBq0dSOhcUMs&S98qLs?$0dtKoMfqr3||Nu=a-1`S&ij=K%@QbD1zP{(E2? z#ms4P`kCK|6`sUjY+)qFPnTTfLlUl_Ls`D=_WRXryR%=2{ZP1AKPtu^6QJY=J5h&@ zk)w6C$I((0CFsi-^|eom|5F0I=mab}G$PkrhNrWoEo9DpDt3FO^I?N56BNwU{{CQ; zn>q?^*EPTwtSJ`9K-RN=^bH!$O3q}rYn9k(9HS+tjF0y8yn6JUxj4=`eb$E1%2yiF zC)&)RghAXVYK$x6&?7q%$A&WhXj<~Qz- zXYmMS83rh64HGA6o^0lH)KYmpcK&vDf^ZsxM`K~1TKLF@a7$jJN$o?$=xFKYi6!%9o5a^t z-_U<7L-jN@*(4>sXlJ6oV;E4e6vs(OK{CbyGPdPvq^H9wt5LOmNieS*QNiz@%Lrei zev*Zg)rp@^aR!)CB2WLG2JpkWI-Sj^FjooyC48jtjLOc-(=NuI{16yOqg}Sd3t2Wb z$%ehgAb(puFpKUzm*BPh!BSOQ`^BW5a}pgreM1W^%YQN_UNk^6*Df{<U-~% z?@RRfjd<8aq-_QNT7XXsuxJ?gxaG?Y~%!ZAzA^-EeUe6z1g|BJVw_RBq+ z*3jVC6Nkt`7AJ*~Ioq`isGecUt`vSlXrFd?pQ(QYd+4F`vwBR0{5v`kbwIPSvNGA5 zLkChGwiIP*c{m*I2T0C*F=hm82G6$LGCH3U5;D-fA!95rFYjcGq&Pebk+YY7+3L)B z`dc9m)l(Fpe48$|YDpfX@Yddtgp!mVY)##yhI_b3?(h8&4}kZlrLQ7Bi5@>aIPqMQ zHnsOiOLf1!_kz{B=&?KC-#IQ~A|jFzKJ%2;B!yxv2d>QvXZyFTlv4uQ!B!yS@U879 z9O2rHQiiBK&3pE|R2o!x$SAcf%?f7MDmD>Su1;azKK5YCxTm%y$D8u`rQA1ygyV$1 zHv~B%XkxT@yJt>5KG3K5aC~^cedOA^tjEZRj?9pDR)tbE`*Hxlc)}*&fqghhmt;cq}a+mH-e0{|ALuhjOaW-D3Y= zFN8(-P-PB;QLmv#WPIY?S70_7UHaK;QMC z6l2+izFxYAvq{7|^Mv_DB?&VPovQcQhgD+m2ovqUH;ORocmlaCm~Q6A?e_U0^KRBR~3V2 zi-V)hD)Z;>O6?a7fTUx8Rx|4I>M)WG31W1DQkbWWlQ6~j<=d6{vz}wN=Aw*MD0uz_ z@4S1OM{^&V=28s9vB~gEuz-C;+p55RG~kPSR19e2aiZ;FM0}S>+@@O8bcGU3 zxe`7|q~v$+yrE^iE>VhV1T7+|PSK5k$2&c5D1wDb-MlYFjza_vEZT%|xasgJzQCT?D_uiiurBJN0aBO$5;Bp_FV>Nty zv&&(F_)O^(-VXON&ho~Nlfqkzhu=LH z@2>%c+@&C=yrMmHr|x z&8ebol*VN%s$(^d)J?r7&EC%0t7YxIg~!R89T5#Y3%8U(NHD-Zjuw95t|KV@IL#HOXOVk&J1{vh(OX-& z*^NQz%M8+q^WdKM8&#U%qi< zyc}!8N*KrSKmQA$^?Q7-=Aj;!t;sBn@;>(LYSr5Mj}aa1mSWinYmwtg`_eBfBm6x; zy;^$ON{(h1+SV6hhM9i+#2?bFJkmy_T!*gt0lSNnNbj<}?G8`)-ueMQL~Z)Z2p^?i z484JGTCCa*qJq-2L7Gr?Y)*lcu)=(+MipWZ{1}n!7ysyq-j47Ed(uH5JkR z`pSwb+|I={igqbZR9?QS$}VkXym`Ql@%BovfN5sQrgCu-+*o|L&sTUHu6Bh$1VfOe z@>~3+^)a$%&UqW<<9z@g`5=1N}y-t?^#e`c<{i{i!Mp`*smoPOEEITA!T zxmSaUIhcna=rrH1?PeY`cHp#I2H3kk)sIrAZ ztutvfTe}~1gL<#g&ZPXL7uE%%#Z{=#TD@T&{D9C1@HMOxiP@N~_*STx>szn8fGAhq z-rh+||M?D)-Hi>b;x`Csk@D=95O8nwO_awh^q$P41#;&qlXv~CBzpf)k~%-T!*OBN z)6$~Cm<+%4()sx;=mWAc!|Vqsjx=xSmv&CND=I}M<6%H)0*hu((+g;}!slB*gK2}T z@E{!xZJr4}FYk9|&9AU|X7^UN{vW2kfjzFUUAIx2G)@{cwryKY8ryAS+nG3x-DqOl zc4OPNZO-IO_qX?TzF#nNt$E*P-F#*eclFw%wd?$v+@l2&=i5kECAkG}(8IJ+js#1a z$s{*!fbeZ8`0Mj)%9uYBIq2?YV9mEEw&g_pa}1b~z|9LwoziJ|Dd%2Giy(bMW{fwz zsICILUEt!3Aym{M@zG-~os5#oj63(x06BYz-z#)U$uI`~Y1Zbvl^a7`xE>w`P(i$$5QZInozVxR4KyVIcp z@5vHodSk_cm~PVKq|2fnWx_?*poNzvK0HU;jKvam`J?14xy1&f&mtY?#_I&ia(i1% zd_Lc9{*yVRElj3>kpz=4kj7fOlgp>v*87BoEa~ZUr%6v{LFHnq@irWm{Hv7Ep`}d5`xlWn6-#Sf~ zW2P6@2Z?ys_q)G6E^}5vY?&(4iFhn}jo}gXvavQ>=gS58kLSWl5Q&Q#(7?|}=yt}s za_)?I{_tqhUt$)S=%JIXEw3neU99IU>b`EfknCi%nMD5Y2&$Z1e{I``cnlDm9o2>r z5>z#3dbKib*GSa{AvL87Ah79P6de%Wo2?E!eKl&^Sgx(hlAKuass%sJo4i~?4+ud{ z;J2XmBHxhK``_>U6aT-=St#rj z;djmRK-&_JKQJh`G=%)7siPMYuw>?^7d2^?O*X42&$kd4sZOIpW$&sNl{Hy^{AqM> zo>gG|z|P9hTQ5p*sr!Sb5o=?~NThZ~g8BA7dRkhm^|?fu^FKurg(oZ{Kb;k`w{&s_|$35xhe^Mf>u z&K$38ya#;H<5ZF|rgOyDm7Nz-&sTYhce{@#%c`BJ&n?EL#_pU%(BtxTaHoLjI~kx| zM8)&G<4HcUrYPdrh^}~n5dUh~RX4O96`3#-Fa#iMuRB#Nr<7E$me|f1+Lnjb3m?LA9k%~eaw)BQ9^IBek&uGZ2i zSbg?X(Uv|r24$0(cl~z4_1XGo9Ixp;|02%gLCWYhR~{HpBvZyxUMO)cXRDU*aPjrU z)*)=|#&TD`?%y&5#S7=lLwi-}yTOKm2SH1(?~0Z5^7_JRoBuiW3-n8)Mno$lWldV2 zfOhz^25R;~N(pU?zh&AE;6@^R@L{2!4Vaji5?5AQLvxuJ851{s-^C$(e|F$}3zZSu zjNSWbdnQl%3EcUEbuKhBDl9B%p+fb|5oJFsi`qpJ|7|9@EhC6;iXdY_KVAW_xW4_d z9iqbeVLE;IFJ?!8_$OI&XsxA7%Z5PEGrzCT-Bpgj_mg$S$Gwo?l@*=mgEZoDPdwHg z7Le|U2E7gT+rH6kg&{V`;-W%Pl^WyhhluK~@+xGmeuj?Z_bNA_)KJH3+i!eNSTyie zy@cq}{PF%4sudvR>v%|$`uMlw?S~px<(miJ){##A3i`h-nC6ubz7*6#TP2FU(km9vslnXP=YTvCsZ^c975A_DsNOp~-P0I2kvh*6CC# zEFywE8G$41i_j!)x4b%~*IPf%$gL~R5RvymL;r&arWQS)CyUB;`^SrQ$Z7;-&PwunVe_un z1uIkj`?j@nw+#~}-HGBX_3M>On}JJo%QR~LgRBEELs1N`?&VFeSyqzMgwSZMmy^#M z*5VKZ(99+qW)G|KZUi4F96)d>EiQ5Yaojva*i+LOt zi7n>z4>mJ29?0-aYbkg3tEUpf39kG zU$9zmmcR};=}pTJCp6bEQV_bu43o8BNZK9uc(Njf9tX$g6aUv85csmx2`FOFt{q#W zhdAE9k?}2=+Sqp|e^l@f-ZqZ+1p5wU3PurMd_u;{4h~sqJDVUDVnW^8mGWKj+MS)d z>Scw*|3KY`ZM>VKSH0@lg2MuEhS1|(3|htNLLdV$*ejSpzfo^yX2uv22N@a1w2cKl ztPcu&WUqu%>mNAH++?`bRkcaZT1AE0#k2zMM~?LVaxi`zIPEZ&`5(;nCRIS=#+{&ms*NW2Q8 zf%4R`b@PLFAdox>vU0{^lS-osqr+DrUYk-UO4Y~ z8!HMuyoR~ao0n=q`LykDyE1;=Nf%^)!LsJ7K4nMZEpu>bxLLyrGe6<%ZvJ@J`GSQy zx2A3B)T?Dd#wZEnUS6q2nFD@8>Dcq+fo#Vwoem9$61zi*f2E-^E-76@Vw*r3DJ6=j zQvhMp%0J3jE!^}(KXo>y07_RDwwrSfd)P0eCIa+ns{%S&(+0N5qZ=)q7BiYgkBc(s z^!eP9o}PX)=afvUczC3l+ygmRaF(NEm$V+m)QG*GYV=&rkv-olp~p+Rft*$i;Tk1x z20!nu>m%V-t)iICD#XTTZATso5UU>V?>&tP+#hy29A8gYBPGAi&}$oHZEZR^ej(tf z1ReOVr(fSa-`?>wg1lP09Pr*B2e_VJAPuzXZKLK-!1-)-li6qAYhmERiQQMe!?D4V4{z2R>vaO=X7XUWwKqTyvDep;DQU7l6^ z$zNr|4Lz8ii6DJA9f8`Al?za`fjN#gCrgR5KBBVve%QxAFqMdPbX)ns=T z|9|B%g1&Ffu}{SJ*4s6$KV+qebA3dCM0(-f>8d^N`Lw%y0$X$;k)Hxz-@$p#aVc!} z3FroF`F5b--BjQmsMYzHVR<>DCJ^_U?3H>SBb^VCF?!2DgwrGSgDGU*W*6WgEBuf$|^``TUBoD~M;YlMd)mo@zJ| z`!j^Vn&IY1?C%3=1YPJG@Il%f>%xI!8N6FynUIcFvB|Ze?A4$ESKeyTWMtx~_&3Y{ z;Ly-pTg`kq#kx#T_ao55?yD>qa7Qr(0nnA}D`4Yiul~;=fk&%NF+`4BT#yDmg`RLH z_+ZuX*4K6szr->XqBPZ&9!Mz);QW^OL6qicSZ>fEg(74fS`M<742u zV2e|c^&f~kC;@tVcd{f7Y3tyjH_Uu5CB?noanawK0!KAntBLN0+1cRS7f?y7CSg-# zy7)$Kyzi@WkM6jbsHo=^05iTzBU@7{8d`vO_Y^D0b|BsJ;Uw?Z@aPk_Slvl$JFM`= zGtVa*tNYaoLq0lj#LWB=cEgJ#Lx#>ilX}7JzY8~4l7uEE2EhW)%eK#(!cm5IY%6DZ z>kT{e_;r%O*&yC!@bzk1c4*l(Y^|>$Oi(v?4MPC}OH_pR@9HGfYc*A?G6nYokL~1Q z(l0EhnG^Oot4l=c3{hmL(P>%0B?4Jx?D*6~BOjt6YV9sT=KuCd8AkdCjfcjIn%I*; ztVUk?u2>w_C+>}a7R$@=Tcg#kCgHq`Dd=%_M(A-!_WN!V`Qgu8ig+|6@x;5tl2tN& z(c>}|#FOqC9=IkMA49tpoz(0xULeCIrMoP~rd?Ult+pui22e zbOIoM3hW4p-mCog$i;Bl=ZE0B(thS|_q9y{KH=MF=F#}}Ien;|Y)6L|M}DwC!jfu~ ze`-8QE-Zxb1QoxR9p5Sn&jgO6yFephL&55l|J~^yH6D!4ICw_ItIu-PeThDBRAv7s zIU((F%`YUM(`^Y@Yl#mnulh7vFBhuk8Q5NACe9mtL?!yc#1FilA5_kwYc5}d7AzrY z{><6N@3A|pw%LvHk%N;+bF~A3L-(Pm2f(}Db}IUz%vT1FO`>zQ)Q+tMJLPR!!Q-(A zx-RZBdx_;}sccT&uyXdYwyqIqI#A_b7xim|02k@jq{!`XQ50(+n_0RK@VnQuM_C@^ z$}w_ZZPdsj{6`EX@hUbINEHgvfijw2W!<2Y1s%tZXRv=gg1C!)A71M z^JrB)<@uCZDA6D0!D(e<>95mI8Q6pAjK_Ze5TxXW(}iOg_v2?X<1=kD9pr!9g@Trkf|-|U`m7pQPj(Q99lceh@(yixk4hc|(HvO~veXikzyTS3%~EQrWiEW(LW&bb~s7G#`%9XQ}G( z)#?;hsa0uTSY_*1jwApw+Q(NXIUY!tE(3R>>qsR~Macbuy?;n>T=B*w1Nj!m`) zMDAi(SF(LzFE>!IgwLdUl}~cY6`hred=epZyR|B(_*@q{muxU zf4Ni{G&l6aJKI9sC`ENCf;Uou>H{<|^M6&<&lqa&!Z+lHbmA!G+VX;cK8s>`^tbi= z^5$Kt#hX!%e0`%Sy(>p<=`0W2L^$OP4KFvzpR-qdQcsFZq6U>;OPJHXx*aR|_ruYT z?zQ4@;p?9arrGNlu^2|lMNPV@xYcOYR_d{r&G~*(=~^w>?2v*eUM1haAhG20ny7uq z6a_r%)_nJ_t8r}eL>3m>0QnAbPmJG88!qCRT`KEJYc85;+GO0@c`(V3htwIW8llcT zP@azN_xN6F6^I1S-E?iDXn6?N>pyd<;DziO@ns3l)}%nlnJ z*nWx74}XtheSExInVRFAJkv^31~BWXQ&}}w<+mPaSdE^r>rO@^u$3Fu8o>9~cCc0r zq&Jmq-)gFO*AuKYk=~VDpygMNpV;!_H^|o6!My z76tlsbNYbamTo#c68M2H+?OH>jhEzx(fcQ$6S=O=3;fW>n~jcr75(+6eJaC2+#}HZ zVd7)MBx=%Z3ai;s)+dI=7WOKk20$9W$Qk3vj0oo#*tM2=(bbQTYHLmpyNr;yzr51_yGq@EU3ykfW$?V z53RnRa5YL%nj2-D=T!+cg5YLHXGQ9`g&Ggd+6c~m_?=%1YCmvIdEd%&ANkJNrlpn; zD}c7a6K$6Xi<{31U&-^w&Wq4Okgb(}0_%N6xWHGY z^CG(TknZL?jd%USCqkFD*Ot-86DZPAP^f2*jTx;+JCLu}i-@o9?Y#salpv+it0zgCA?>zl@-b5u`;`^id=B`^*l3 z?yMz`;#Hjs-FNg%_{<5!nZ_K`?<@(kZCx$x79inx;K>_mwrMXskoQd3svy5z<5#`J z6|v&u0kec^jsXm}w-o$e85Hr#x&3`cjmRZ-~;HcQe@9Wx=*{cP~MeI!ePY zF`81@+QHrvU*ni?BEL7i5FQGiN9f0x8(yg-ya1%sTRM-9oCPJatLDJBi4P&y{O`y$ zcQas`_hbF_D0v?bXY4Nscb>jT8~b;;{o&3nJP@=_4x zwjH6;ZfIexf0=;DZ+{6+vlyjx?TBn(6mwjyP6*OL43?I{tLJp-3ym(~&5KK}r}Y&+ z2psQ_-3NNF-bU_^HP;z;%nTj8MI!Hl!#tVS?#~XXjw7TM`~9iUD;Z3(cg*r%SLgCx zpy!c`>ao;=7aeQgGDItg1@jxgZDG?=aEa>b#zw8*`J-EJ`~E1pju`5=PrIrZHhO}A zOl-|X_ot^v{EOP^mLT7UO6c~md}QDHDd_$Rcipvpdz#9SwmW-Xl;oWY*O0b0EdDiF z+KY>ooduP8Mn-~n@3aY1x4Lg!%ksdRNdd*Syv?!pVFis1k1obu0a7=rnw9K3Ctg0v zPttm8o+sqrAG~0usoH;T@tk19gDJ!oilDed8Q1VfO3>c_BJzBbkr!%1XI#s%L|?V5 z{aZQ$D&ou4ZFAUgZ~cC**)MqOOAhKCD>_^ZD~gje0NMwx`^kq zpcAbtr#l3-*6dI>WE_UkPfEP(XYmalNnpSuPV!exjUVi8sXG1bWDUepL3O*_*ex>~ z2g1>5Rzd=$dta_U+{Lb)PAO%JK+#BX$<3f)V0@-l%p{XIiQ$lQzPq~%nkkSAC@Xtf z5my@)#hjQ>*xQirau^5xlsY^9@ZQm7C$Fk*L*PGk_Ja(K_qXV!v!+AmkH62iCF;^hG$) zuyLW0pniW47ZHROb1}7yD&bJ2Sc)V4i)QZ(8%-pL(EJ?zyHtHtxBhzEz_Qob+x_nT zoc23iH2L)1P#mT=pdGzZZ#hkIRB~>Iy#AY^CBm)s*QP%oY>|Zy2JGy9`L$f9(BX6j z5eYi-+?}tBH@03CTo-SP=NN7pe7v8C58>-tv>7_wY;(byDZsoGIz-flJ&8uxQKOF( zozC&36NyJxf6lqj4>~9h$`3+azBVC1#tQXv+wOIC{^aW_rJyqwZHhJ(F!jbn0Xvdd z1?}GFCov&;dx(2CHo*uZ!!fBOw$`T*=N(Pqj1>6sE+i-LlfA=n*B=Y^8|}!cF>z9S zi`h=hv*k9!MxLd?+%} zQ{Y@uc@@LRD6nZLu5uO3H7XV&gOBx=>-{NK$=0}>yil_z^DVGG3L}@a0v})6s7q2O zvR@;}l!9XSvbE$#B?`tVnDDsY!#Ue^EbcWw$kZDJ1O0w>Pph`TjS}QO!_=IICw6-y ze);o3;d;O&?m8tXb}I61|A9Rdnr;C2IdnKFhbVogw8T^A5AO=_?x5GLSV&J1Mcfg* zjbKn(SURs`bU`4=puDW{Ew;>Rq7$PnIx;K%+DiWuH?kVx1MY_J0%##SB(0%S8%l6C z(%=zzS!pw`#*$rQpq;@S8Wu@Hv7>Lcj}TUG`z~bxB{-&4$CaXcTaBuwe4)VgCuLQ_ z-|AvXcrAzYx|AGAOpN^?4-bU1qdutilxD4iPRB`J;ze@}{ey0c{gi#Sp(7;WbaHxu zsfD$4xURqD?Rpo7%+m6OTX#IgW_n@Lj$T=9;oWrSkzcb?FK8}(@CSK*4R{e#IpT8j zelcy}B6<=ZMzmU*xhX!62W#CO3Y-RI>cm){hi#e_7#U&{{Vcoz3i2Hb8|gQEu-MN zK@LTx-&&vUsFa>a?U_tQj=sdR*jlidF5;b4bPuk%pUWe$a1*KSFQ5UX zV{ktLUhgn`WvEY7Xl#xgO~kmTvWV zZXa52v*(DMVvy){ZWk}Ayt=Ghr=r(ybDr><8xulIh_z5DzH3KY5Es*|*$j6Cq2dZ4 zB~@wlSJ-9nyKE(<+v&A@NM%2*Jb!s0hA&&JJUo%ZlIBd6V8BPm@NmMI@3iR^sKATE z6JzgmD`&eye`F(CPhvhv{i;I6>Z_RdXKKybk!6jXF4djT!P*jK0?@uj!9VWv5$7Vr zNwR1-!ZJtK)hWo-`tG%OFrD7hD9E%tu+N6VJ}+Qp-lK&@uI@)9&975$Myl*25%d4d zw8IhIQ0j__G9I9gHhuV$QFl1uL-kKuzh#^VMtD(z)tWv-k^@0h?CyTeFZsH&#E_ix7`9;;#8SB*uBKxvS`VfCAyFLus}7 z>GbEY$9ND5mp_2g|#FLsKO zh*1OZr?z9K)}07roK{p0!R-hH zH6K^A5k(z`Mx!JpiN70~TO8|c7QIGI$&rWLZhJLx`SH1qD#$*U%X90-%pDUuO42*~ zWQ0Q;Ip>+ArYk`p0s-_Uo}U!%)bBB)6z;xnDJ>I?>zYnQA)AXNCr+75x1Nbci`g;| z2*45QJ-{UXaQHjty8*Y>_sYjJbOH-`i12Y254y9Aszewn1RXD{cmFtTkec7(upPU? zgrRH4>51RCpA|a?&Ak(h&5T@PQ0(C$s~RGN8v zFIWv?)61nfWDv$vVs1rTUXf^bogUrIE`A3p@e&^POUuSY0`|u_NH4C9d<1}t%fynWJ$*_}b72#&2)@%}G zxz;0fEw&jF>QeCd`t03|{^b%7iyMW{Y?t8mq5V^Cj>GQncG=rXeJ>IQhDhwV$MShn z@!xmec=O4R7xM|3vxV}A4MrE_QwI|nZQHkplX?Ig9Gu*>H~c|bBxC@p+r?UNEbh-Q zL!Ri_Bd_aQ##D*QII%Gwoz7O&K^cbDP?CfG$8`rYTK zpf>M_RjZ}H2SEqoA)xLed9Sh%Jz%W##+M6Nn_rCN_s)_6X?q z+lZPIvD=c3=~hqWlA4XhLRlvC7aD~$#?lv^yAf$~G;39QXB2-L%j73^z1YZerwIOx z9W;Q9FLJ1G&ZwfSwgy!;1ev=uVj{&8k&t&Y8@GA67tN#^5KDB3jukR_Ya;*p!$?bz z7poSv(o}HdP}XRy6s4aZjN?1>nOf*O9d~%4MnD$jsjL4x?-I|SJw!tTdUbOysn$L)?zAGpNh=>FSBF2fT^{d_GOP!0 za378LG&Qn}0-cFrjhzEZ7(1I(+6NzbF5;Z;7ig-PSYH+0raumo3G9yP2tuV0#hL5HU# z{DjwsOKJ-m)z&X(>kS!$X#ngmUss6|({XqLhE?CUg{#neKf;8o{}?iC=4tnS#_-l@ z^mDa&_X9SZIz30=jKST_glxRtpfxC#s=PBC2|WsK(SgX`J2Cc4**a01ms7}gfN7PG z>AR9CrbnVXMalw>P{qvOf&M?Cg`aL(}(FWYk2Kz4!gwg3KkogxzYL z)M~0BW?q=q{(XDt<+8|LkOw*)A#ZC$Ps+TII7J6Kr{hwWAb2V=+~8~7NtlvK0CT_Q zxw4g5-I`0Jv+8l-y;Zhplx1$t?!Co@cknZ3YUR8ZLU7y-_MDAI_vUGuCNqY5g>mkK z-A22=0GzYS-j@W)#BV#W4mo;VahdHM9=&+Q%KF??$Cq!|Vy2ZE^Ge?>?v@Z(%r>AW zoWb7DTYId&o%q}Lb(|Z4K}4{n8kMlRAZKHnP8f`CH;r?C@URIoJ{wvrg>4K8etI7J zV@!FmVCZi@E(}wL1V3cKjZ+Kzw@s2iBee^4pMJrE0LDG|aoyh@Vz#x{k-ys}J4J74 zyE%pl7g6v00-$SaAP=6C!2TTZPX8u=O4OE|4?7np97ujITT>EtQ~lm&y>^dcbJli7 zNzj=~E=(HtNN}x2DqWp_-ypy@1EdhdsT@-tY^lE2$=g574rctFMby7-Wzc=$^m1=b zuTAaPUyfPvPWnh7>bbwT52zIh)B6={Ljlo@aF8Z9B(J4>nKL6*MFz$R3Ik>upll$p zF@OJS*kX26px_g7Wiyp45JX@b>qUd7qxlUX5SX9$Efxc)?BU_~isTo5#c^lwCRV@Q z$Df7IaFnyDC3^W--HA6TSue~O9bNBg!AhKiTrs&{&9Z(OQH?4cL(a-WLK5pmWnx`^ zRKTT}xfUzzD=+?T^=TvYn1sU}MGllG@3qW94#10MlrkdbAthL&zPDq&1bUPlj9s$FRhl#CfOfX9cdo1GHc+?Cl6S7+mOm>= z3Igq<%#(8S}as{p%QaHEnMBXG^IZRE3o&ItN2v{wcj}_gKqnW6UaZD9qq#T-+e3twzBNQ^UZgn;Ac7l##!FX7 zu$MT=Nt=NV0#+LTybRoY1Qk|XusxD2{P?Ai4|QdV%SpjZ^1_SHJl<4;0eo1AI0sZUKT`k49gx$FpFH`yxf3+9Eu(sBnrO zVb#<+eWl;y4Rjt^J#c~{eo3eIcKARHA)H{_d%q@TspKx_Vif%$@*0Pc3B>p_*6v(i zO;&WD@sB?>qn*}05;R{CX7`wc9++#n-01jZGNO6#!X1n#ED}Yw&@8*?D6h~GyU;pM^y&%t)0qPt}OK}H(D2m+zax+()Rah38!B&cDX|LR}qeZL% z8%)@9gmD1;_H(hw&&?tg*{3=UOPRzu0iwCW z1!-xWw))Jpg+oU@3J&tZ=AXACiB>`G-k+vk!)sy%JRFNv3NR?-s5YuC%7qR#+uVpJ z2Hf@goVCeLlG)8rA{}#)bwjJ^ZFdG^$s|9UPh}I~4ElNvgRs@LU0tJ5$A>|Q5pvL# zZ%5NcS9iy%Owk(wY3QsUC=3vLA<4My)5R)1jc9`996eqTD7HG2eDG_I_Ign-{P^c< z)x0T)py5)ilh-J!Xr}N{Y=WRQVLe-E7fG6eWA}>#_w&Gg8B}80IToZ@BSEC)^2KGb z!U_jh*tMQ!k|+$7SXfLhi_89c#zcJ`!cpm-tQVT~g6Zrp!GJiBS5u|v$y|w~2LpN& zdTc3so*4T_Z<28};O>LjsMI9dldss;RE~(_Y>6AbT3ONtVHqdSQn-19u_*;7VqgK? zc(c*-U#N~WJZfsQozIZ5moKWvDCD@?_&b!5Af?z70q>~cWwm&p{KK#?Ne%6IH1Rdu?^!qMQ(>-jxx?|Zm)P_8C~#FG4o+M`THnt&R3C_8Ev_nod1tYtaMAAJ!`(K zIs2zE*P}c@v@Y{Cg6J%sVdPERoE8Yx?UU=Vt&EPHYL9N#y_lDNwC4WgFsWCbq7bGX z-f!Afp_f#0N^v)))F4IZ{v^}%HMc>LK80VmYZ?`~e6u8)Uqn;{bU;d$Xm$)Xj_UAy?cAeTy6Ib#Z+dIAXV)=?ftVxemALE*6oXn zDXhe~r-Ufu`DvvbE8`N)1_IcK}IPFk2Mr>l0)7U5|KASQ}`{fPS z*YL_s3fCZ5QhXde=9!`7lQ3n_K?jad_mp~-JHCq8ElTb2ulgUea2n2G#Hf~N4Q72! z)tY3T6@ui^)vgwThPvsa#6sRwlYn}n63|&rES0T<_tO=6SB}aGe>^bGnLzOfo2(FH z!zm~@IIatI?O>SV+ghkw%cA|azb2R%z?#(9l*r>kdHle%G<*pOiFmgb_sM)14qYy0 z8p93zGW(y06YG9-W4L;HdP8;fcY1nHsDis&=`6;>@u{&jE|apsE(E;MXhkw{YV&Aa zl~vGJ;vxQY;;d1-f5htQ=$k?4+5PqEt4{@3K=cfpzH<_~N&5ZJS{_rh*GW%qVCoXnzQu6jE-8dPKR=_{G{l`DKeRvahhoww|v1%pHkF}?w z0M?k+S|!m`E-`v~{xy!A+P$v%w8_x~6vbgk5?b6Z9Ufd@gpCv&F@m07BT}JX{}Wkg zX+o_U!hzfv| za{TBG)H5X4=M@pD7 zY~l(fEpVGkGZ`}aPi;IhVq*fC4St_=E$$cEhRev+r1E&+y|Ei%C!bAqGLAiYeP(3i z(J0lytkm!7-j5*^#PEDPGgXqdk^vjl9CFW{t#!iD{aI`w*6;!`sMTY;m{a(F zo-O9EnIxfHAGtr5F*YU0TDcFMsCfw`fq%|_1@*M|V%7zEeP-=WSZFw)>0d|+GNnx& z0Zxu3b&*C+mA`)Mr^@l@-+p8{HOxpxEZ95*?beDG&ha%!7ud`#BxG_sK9oQEj4sEG zdfjgGs}WbOG6e3+ya)+&KQ)x3BU@x@SVgrsec|S!S?3_tTucWXx9`nB6zes2n^bCb z$O9nznqAt?GPX(x?XD;p=-hi?xkG67f&%h*^}04@X%PRYv%aS+C+0NlgDSDR_N{%} z9leUD$B)Q6{BhduwoRvXuXGB(z{_QoJ$NCQmIk%zsfzDHG z6q3e8CL-7lPyx4mIiTc^%!csey2<{dh+s^c%$3y*il z>;^X4T86mE7{Dw+FBB*!>1R5Vkw3rnS{xnoE$hEQ1lW0!K#@J?_137X-4HNd@&dc- zSf(JpyVvQ3Z{)l~y*G7{d#peUcsYS{7x6y=wa%=XIzH|7^DqbKl}G(Iqd5VyvZc(L zbut{IwI=5R{J5{{1?+g3cT3CGK~jpQYNwp>d#nPl^2VUe`P)!m)n-f(=cS1tKRljp$Dh?)cm(EV0U@7e_rLZ%%)v#8)R5PHFH znW^PQHg$i%%~}2s&y(OEKFaYUz3>=4F|~xRu9`^Qf=OD>{s$V7Mf!r7G{oBTBSq7N zPZt6Z2?1Wl++zBc{?I1eT3C_mV0t(ZsIb{3F{Fl;#1=*cS% zQ8_qY&LYu)QAQQ@d%YnsTZ!z!p7>!(NpLV0Jb7C~ptOLrS*#U)C-|i`^ z7`v+ZK^GDQo8ui%N|Q(v)s|OjNx~pv1oF<2#|%VrVfjB(S z+&G@auR4)mD)5uIXPjRpuR^EkFzl~N!_mw}B2Uxc(!u}AP8Lo(tdpL>rf&jQPTflF zTCBylUh*)nJxFSwt!A2YSRx`~2o<@y#-?q2hErI{2@rYUEsWc_CJdW#r6Tc08!Xm} zNf``l|Ng}uNAq-o7jQ)Tj6*ksRnp;OyFH7ILbwoDs|?`vH2`rUoa?$Xs1|S_{wUGn&bFi=0t(=EPAs5<`Rn%*AdR zDCQ_+dwtzThPbsA|LhfENP6IvVt@P0-gY!<(Yf|-SV4#pY2@1NbhSw_^&ZvXZx(OT zOs|m_AvDwO)MMUm#)Fo6>>yLix3P75EmxK=Olzn`+Hb7tGf!8S@QN}&_k7~3iXA8* zGb^eH=HJKyyvWKldO~+C7)2v{*==?Pf?iSMEAJ0I{h{I96*p;uH&o5eQTzF_=D}?UF_t*EbAD?xsVLEpW9e!M)#8EW2mA)Y*+7iD; z%AAPb684USKb#SvM&5itavQS0#Qwb-#x?{V!{E9bfr)M)05YsTJ)Zym)%CS?hYxVT z;Cyz2BR!NDJ=@z0Gm*|SGCV9dI;PL?`hU9sf-KU#aN{xugC8OLjrM}OHD&(Lpy$ga zV>>2f5EZgyyOu7NB5GC|6nwidr_Iqm=gH0M67SCKH>nYE31%e^5l>qX+B#!+|B;SD zH0Xb_naXaGt8E(d)Qd^*1{)9%*g}lTtf&}`#P|lqYSkwLXVsY|_1z)sHt^HlPC{%m zyV=B8i&F38iUE|vX9Us{#>M^IsWqUkgu#RT~X8DtrZy4@(rTOpyaf1SNXNIwedECt45Luy-}T9 zI|2#5>OtxMJsdmwe5~3ZQhbzUfBciDT!4Veu_|JV;Vka!$o{M_{I7pl%>*(WF3C}4 z-pyD2iRU&|sYD@)`g46tsE*ig-q-SU>r5ttj{!zRH2CDuqzZsn)S!8*MWK zr+!LMa0vGh!NhaB#|(WLy5+}WeY*;;PN%t77bFYhz{JWpT`Ut%=-P9L-_%`l{(eX# zs7a-XyUHiHmt5?f3Up8Ao!nmQsM1T+_B9Ql3r3!|KDhYoU$D2&@)43TpwM0rD%-g={g*O*gmHuoYGBmLZXKbePDMswRrpvPE_l3(0d_>EW_RY@AWXohTkHPBL zF`bX;DEv6Y%Y2*Jx@4%l#--CNhhJ^7{eq3(7i_%x`~DOv9v}}V2R}XwPDMy40*|M) zc^)&k8*{!RrQ2nbVBo-ydp%r)aGmoz)LER*emn{|$J?1yuuJZ6?F3$6w5ubHDf#X)oqG9{^%SnC(0LDZz1cei0889ne z=3nr3LQq_dlUjIkiOZ^*zR`mR%NGfPuflM>i{&GYs>DCfelKFL${p>%N{5xQQbJ`l z-(z_)Ol38B)KLVDiwk^No{yhebA3^5e$kRH?wdGtn?%~bJ2zG-Jj7+2=GG>8fr7)QiqFy=NJv>CWd*H%q?HwA=WgXM$)^XLEKQRxk26y+SlC%op%SIJZyd5(jzKgp4= z@VJc8)GF0P|NK9;zA?V8uG_b<8{4+k*lLo-wr$(CZ8WxRr*Rq^ZHz{Z?#lDL_ug~w zIUllr$%ka`tToq|WBxVbY)1$LFka$Ir4Vp`Rv(?`SpJIFy5R_DB)PvkkjXcR-B@>=Ryt@M9A^N z5QQIjdm)&cUalvzv9%S$U&`w7dEA83YHko&T&*|h6!!{j7V#3YJB?Rie?T0$1O{mL zK{*$Re-2WnR+>O}x(Kwn-b8b~-`N#OXR@Hl=J69sJW)!We)VQ*wbA}{gnq?uhlmTuFvj+mHd)P~tL;OQ%l7lxlhfxo zR%6ya>3%Utd{|rXGWCAkP(*zAa;1{ORmf2>>D2y~^S!VFD>eG#@H0Yw-(Y~pA-5&_ z(U(vZu(8IHoGsGx`WI{E$!|gslvPDFHLEq=pDucGX_)tdzDi#N&CzCjH&cc7B7}q*8?>)DlHf5t#S;_u+c;}Qe*=J|D-)sVlO-bD)$DBI zZk~t00|$AgD)shE%5P?||HP^Q=JkBd zv*B}(V9Os7Y|`E6uM~}RJ2Y+AhS?J?QNCfzR41h=X!r+lZ+`c4d2eJJ+kLO_MjuK7 z)Q9#6B}uO*E;O+nB`Ud~Hz7t57iQd3Jeu~PruTa&fy908x--?siq15JU*aGT^xc?bgjc^|dw zr`_3pFhG7Yha${s+c%z5%VYjew+Dj zA^HmhV%vldZobkPXqj~zoFU)|I08>$$EPGMT^EUtX*LzcIsde$XbRtU@fFm)%zC|% zTIkWE|FKI>m9s)lKmoT2D8~z!z+q`{u3BDU3dJU6JB??SFwYfAR;xsYP&J76WsvxO z;J+x9^F%Xh>m8sQrF&(uvDlNNO(`|l7;j$2`jIv0`}&QG$x4;qjq{dQrg{ZykHuxujHG-QbLT03^#1=?+)U58|o<$4keq(MnL^cz*XGp8V zoS)5dMG(9c?-~ncdQzc%hbMqrc39X6fAJR%XHb{ zk$lG&6UpIm_1ER=6rwEr9E*q+QXts{DF5T-Ogj*Zrkj^DOj946vT~ zi`n+dU!ahaUJqv=MdI)!D(`l2iYA9S>n_K1U=T znR<2wdT^`zAZihX#a)EX5Di2+JgaTBO%?yziMA+I3PkG|ey$+cbP#1Qo5Sz1?<~V_ zGI4ap%pg21l`AzHbLA3%{t8Ub|Gps6BtK9*-1vIqkP4^B$#B{(BBe4SC*?E0tHBfJ z^`N@#+U;JY%tV&Dnb2hLI#UTjGG;Q<}V~^j?uv* z&e>C*#3eES{>}c*yPwDBpU5!oFTXNNb5S46>tfskmS{=<)!2-4|@K6uV(^p>N0G6e#y zO-L@lad+XnTs)BwXpq?-M;GQ=H9|f0Rs&MCjhbn~Y@7CudMWd_`*YkE)dsvSGF@io z{3|HfQYskt>1bo~zaFuKJg}ab*Po+=*|t(D`n$b4+|*P4i#hI0{^dM19ZVAgdl&*l={?dllPJ7pyx8jjUu7`JuAbh`|=ADk$?b zz=DBZ{tw=;lh5uJQV?;5CfLC;85@z=WF~uG!Zqus32|)qOGTq0Bi|${*L?xzPIINQ zy3;LV5n-a$bU`rBA0mjJSO-7Wt$)uc#qq3?RVYym#}vqIizRtceqwZc4V5dg0=qYg zou&Je9CW83<;iiKszecI8`Ji%hwGg4oW1QHY_HPVDa@*O06s~5GeG0812m5N_T63O8>i$c^ZLM+!+@9!a9{?~wNr0* z5}6EyFWO0NYPY)K0stXK8{_Wy5-G2cH&nF2dJBG6Iz%ZhTiNL9;FnN1OosmR^k*cQ zN#smsJ;_X0SJ$IQy>!51Z?#krp`ajm9aH$NC`wnysUQ0`0o| zG4wN@gOfDXO`qAcd@mGKU+X?;wM9im3@K8k4sCSUW3Gzwv`FPh^ekRbF`mUDN_@hK z`|k~E$sEltRJk8D$+OYMGny`c5cfk~Nv=Jw1KSIssFzVP9UdfdK@Fum&S;H7;q6~1 zAPicw*W%=|?hARzVU+v%yzLp=;-M_D02zdWi)56;Y&|B8rm(8R!&rfjd|Ui)sD#DP z#C^U7qf+gViLVtmE_6?yuVc_eqgRJZB?~23y2%Y@Kj{U9MK}hVHbrdHbA=cY7p$&4 ztZt;oGx3=uUVs#;1|Jm+N+1V5z&h#RCdc8kgL;nflBJNckzzkfMQ0h56Vt;?V@7cQ z0N9ZOF{R)p+^G3sCkjyIS?XMo94*KwZt|3nVpAlxS{-a+OcI!-{hz_yU=^Rrf{153vYedt~fJ8mv{f8S?{%LQgWQL^GtBDyUkT;^C z0Ff9R+liINSvKzcKsnp&+#8A(kaJ0)at)UI4H0;n=bf2{e@bL=JY3rT4hu6ju$GF# zV4+pO=W45JyVP%ouMaa9g=XC?5A(xOJFb<`^D$m!QriU-zL;@`^2YsM zsO&TsG%z3}(yHhqh^wceJXlfx?=(ySy(T+L(=$HlR z45*f+k%Kpc!BE0zQQg*jaEpm&y!M4;Z$Jrx;%B`tpE%V8p;3R`V~x)YAjLJ+ehVjf z#VHMuDR-HP3OP&;KKHwWlPh(l+^y(KP-E zg75H>5vw4Bnr-0{mhWQS59tj+fhf3k;k%&5Ge~*T9wOblHtH-`-`8U@)MFoLjsi=9 zkH*F%srGd=4!Ax&Q^}yU%vLjb$_-6JA`R=lv9C9#NT4jCYj-%vmodlYtXS+DZTgaLFCHF;rhigt&_oBUsyO_bNG=~06OJF` zb}xT7KAtjpk2>DXYb3OaHv{icw^;cpvD8Yr7F2`9EYw`M!}s=xo)RM{SNZxm?CXzu z^!Q()yCkdn^VOd{^x~Bylq0LJu};-!g>Ne#whQjli4-^i*qua_z8~>>*g+th!C1s{JW{xj%rn|6(;nX6F}cWP^oxlHl36K_BK9=L&zdyp9C$=18a>A$S>T!j!sQt zTPLIjOg_(ATTRZWlzK?0t3qg*619HQX8Y|?;N~3;LKj`b6A?N&ZQPHq!VPu+E86zV zY&n+L+>cj)ZF8^n7bP~{OCINn010N1;d;M6C~doqd6p&ncBG#GZ#?s;oSZGp?-}vy zgI}M`vKXU?yKX7P>7v=*-7#;wZGmodU2g*YW`V{NT9Z{L;dwVu&4sjbCV$Pn?vK`L zBK|DB=RipqDx-QGA@z3;emNE99TZF2R)1wh=MK;2azasbw8#wh_ZQsLxyQ~M@j|K! z!ezYHJ;1*{AcY@+o^BJmt=iEIZ=sgp7(WVcZ!Pio;~wt*?nQpB7&m0f$;o-qgBmfl zyW25+28>A~+q!gID0SFN=WWjl*Rz<;_w)5Z*j>+5|6t_++X$s?1HxW=i5fd%H4dw= z6MUlMkdd^|R+B+>z(7s54sijtTO5EqPYRZ!KQpK_fPWyBZCN5%(a3^`7wZVazO*z| zmPm}M71?wdH-`(O#%Y1RW~t4hhG+JZr3muviV!uID{1R`$Ef6Cnx9oIHYLtj#W1!YT`*Yv$Ew#y z1qwL$$ax&@I8S?DRm0o3(R;f%*H&U7{*)k{qeS#eBB`PP;$sorF5Tlw3aLHFt*yUV zZasn&g^+n>GrFHD*x-W5_c2-;O|%jCOGnVtpr=cZ`X{WzK1DL|`@Y7sMZABm9W0Ev ziA6nlkR0Q4#z4uo<^(m(06KA|kWc)d5GfGruZ39n8-XemW*Gvb^!gfU624nBDwK^Y zK?cD!>K0n1(I5y6-5`n)P3~KKSv50&#aBHVgZ6&B33^$UNJwiJ_;MqKQ<$4goI+fm z{)70>En=I$?^_-)U1lh8_o+R&^Ff^NF_6X+cZ>3DXqrdcjDJ7Dn zlIZx!q>9xfQ%(`}`UJf1Vn~;Yr3nZf6VsN3A5I)?_Jng$NFq~j>ypC_E9^XLS6XY` zg96Gq1{zj6?66s^$>?-Dw7;MgIVd~aueU)al1rO5eWtGidV+I)zc+XzN*M|Q5j6!? zinvrHpf8e3FuZx#ZrcUp^wkfy5oUc`c71E)IYVlb<$w&7o5WxOgp)N`oSzh3OpWd= zd}B_Q^c(xM%Hxw|PRH=o81&!~PJg1J!>ns|uHMrV(=6I8%7|uTx{ydt{j1W#Jg6(f z0|mSu1=AEsx%RzQY<8Z<(Z)%!D>j_;jrUaFm&<~k&1(d>6bo@W=eMco{Y0<|G#)Iz z!c0q=iYqqO$7gD@mXL@Vk-^Oqk+T`~BvVPA?kSYrNB-vO6xQcjO=kGB67V#?108Jo zJKZ`*9FYn*!9pXfj=9{l7!a_PpOg)MRIC!PhJ%+hErH^DIvp@Pe1YFD)+x3^$+Lim z@nE_rUmdY9)RwM`^1)Oklplqf8`0+Cb2ZHgOncN=C@I<(k-dick9X%Qu?j*FzNNj9 zX+Ivoyz(z2&VqF(8{3>+(N+VNd~0JF7+)kliV_F7|7Dn>97&XKdECyCx|Z;OAVfTGbnUnk$ua?`uq&l z_Yx8%dULt>W9Ztbz$)zt8 z81{Py)RvI~xqKcnO(I}!O|6!ju}bAacZ$l@Qh8fBUaLt|3M6|BFML(HodguJ86)fY z3FS$Y!rwoiw~YT`GHQh@gAvPBrL9Y_~rVrkw|wJ zhxM>WB)#^iGvc;Vw~|4-*8xoSy1>1DTYtBUYv=HA{IHvdVaprfus16lG7h%uh=cO| zwzt?|ECF`L><2}~7;S;)5)E*Wr>0655ID{xMqdpHreT`NGk+#PIfg$ zOcgIc_^?WHfpw3HUfFp3ClbEtf@u3K_=Qdt;n#dS>4PE`Vd}Eg3b_2L434~u_gFs2 z#^jG@M1sCw%=;$ezuHXcwHo9Xc{yOFb;6%9nop*jS?a~iN8Xw#2(4`542NR>bwDG4 zx?S@7@91}fijPG9E-;@9w3M;jQmt@~#((^Kue>pnLdzL`s@|RH51_eYNtE9U?=7zj z7#q#aV$0^MAPKn{+l{P|!45_SZvJDc{y?ZdXvL2o_o35C3$g4hbRtSb(UiJpy=vM3 z=74MWc8C8J3Wq#-kEg0Ui9&D^Ll(V~S3|_S^f8y;3BzI8K)YW4?2OMj9Rt0cu1*fr0j-uXYxYl(7ktb8KAri- z5qpq2oTMa-ZwJF)Akj|B6<4oxqU+)gr7?x}L+=pIcCb9}u2X!V!cr94+s)!^<;x8{ zYHa5AOhj*4n5f18%RoK!u#e~c1!I)kwc)USf0ss=V{0E8alX|)-!EKZ;;CF#LJB!_ zxJ~G1VbE5)cmDY4Nu~7ZJr?LPow#6%@0ZX4E)s)}Rcpf$S${ucKQ^f%0|e|^bFeoR zei$BhJ-EW6?iOcMQ^j7>A3*B7jRb%-KJdWPaYUlvFdiVEFyJVRNqJSC49fje1_3Jk zXSDm2sr{FQuH~5fNN0 zZNi(1S*bN3 zv9Wpfwk?rRfYA(cKT!0D6aK~@R8)OH*_?Bq8jxE)jL;nuUvjL*bDKf9b{ud zR&6K6mr5UEIFTjSAOK4E6+O1=#UQI?%ZBBA8v{X;-;gCqPGpB}6RK79 zg6kb7w+EHx=tMl=lp?XObMY&J<15_g#9k?K-C;W(@-+epDT08&0%>HoBAT=)xyiva zHe4Hai~X)J-UDpPWXUcwvi=vpHxlpX((PaVcQ*&))6MH0E>OVOl%q@lVm8{1K&1q+ zne(5R0wi)YM0#f@OIG&J_xKuO7Gz>(6uL&R$hAV$N++BO=?%Z3O<+(vkY@V!WKox6 zX;1dF!+W~N*N#-1qilqo0=?<`OWYYNM{J|S>%W?FuoHj%i@sdXS%5vB^KN^~DlbVO z-~bDF!Q{TMG4Ri}62cSwqMb-1Et+q?J6Ry)u)RlJ8U^PkgZt8?SL{z)RUA6Ik;a>? z)oM^Qi-)=0Wq_|-ttgco7nL4gMoSYdrCk2j2}0fCH2RszWZqrj4pCH=O5)<~{0b2RxH)Y-`+LFEg~Eqy3b3x07o5@e}Q%BZ#<=@Fn!r4RkI~`puh$s> z%|`}X(+-=_GnsM#r6%Cr4*aV1`sGQQ1gS!;_5cYsy39V>*pwGmWVL~OT)a4OfUfAe ztjzq2_ZN9(-3DW3$&|0FvUQr?2g;fB*uCaE9Fk?jql@u?zzmJMD*C?^v47NLJ71vD zE}gb_4tuM`!!Gg|e=K|aS|~(p1|L}Iu@kyRcK#iui+m+!4~|@Tee;KmF_-U4ocALO zC&$2dxx5{K+d96$9F1o&`TEUyP-VwrVcsDm#Aheh%IrsWMAt7_V+*IwrO_F1K3ZPy zKhU`Xe*M%&-=))1p+QVSnhtV;=s`V|y4~JEx_q87c=`B<)P7_GegQ`W!C{yI`A;o^WE6<@|K^kn*SPc8gcma-w2WuV9HGquJAkxvTp@w@>rrwp(Kfb4wJxoA>E) zq<02@fe_$EMVY^BB$QT})9vme`#;zK!ldAM{PFA4L<-pfhqw3#N(o~OoRNp1G1R{| zhj3)FnaTUC?QJWUtr(Y`KqEZh0X1~J&qwk`E|)u1HqdDQ5{n_1$;OP``rAeBce-C! zJ8S}!7gcqQRQC!68)X$2VfJQ}ISVFzG!t-Mi*ziWJ6Wn27;&jYu;=%>;9aztT_M^A zfK-@r6xMyQSvC^a9UZ+wn*)Z*SYs=EA-$9J7xaK5Nly_cpAX|QBvL{cyYVZWI(T6 zshCk~8FhJdlTvALHM{Fghy|!VCIr#(Z@0rjglf7Vm?y%7A>f4jc3-{MunL}L-}tgS zIQ107$m9Y@Aj$T)8cV?{P@#hWUlw|$>R>*xA@A%_74|!lHheGZ!douLLg@^W>*Vmy zS`8R>E9K)`;J_!M8$}p+jldRbUNDch4osMi&{Sk4WmO_u{U=sM8T?x=ue7at@6F(3 z5)Y;E%tD>-e`-d$sUs$Qcwt!YQ3;t@dLJUHIUVO-6>od&b zKp|?btjelu0s1Ruj^Y&xNGx2;Nwfbn8UH+=|Mnb1&}Y2Q$Rl>%Mox;XiHYJZj>pRL zL!@>5C8>gA7g|-Lxy{DFZw-As6+_FPGG#nL<6yWVLjg08@OPZGs9tSvq|f+fd_|jB zcnK@f1)@Jh<+ID^jrusSFfI^6;Fuj4L~iUL6iiEP$iyO(6dQ_?;mcQ$0Gn@k5Hy{@ z9|F@$@6kA3Elscp^3_E6)FaK1RSz`S-r>BMQwSa2( zN7kpo9AbTHP$2upn6xUZWLjo9ZsiH;<$-y{7@r=_DCvLq=Cy~;%Ik)~zzA%5;+P)y zCluKCQc?kEfdHYNSA*HUw*k8NM%oG@DLS35PdMyljN|B(Ko(03GTp=Zo7%E$dY##Z z%FRx{h@>FeCl-^bvGV25*c>RS)#}t$kS!E!T0F7qZWqEK6HB5-!=k?xOY~=c*c5tO z!AzGO#JB1zB+$#`16J6JEFG_V6g6-;(Yq2d9bhM6Zs?xBJgP%3G8k_-Ec8{NU(p)5 z`*bmp(W+li#z4ck-Cgd)90s9@nkf=t6}q!S86R2pE#J_2AQ+}Vc@_35ybM@xXtZ>V zp|jCha2WI&6l~MO4zXXkoZ08msgEFRSi9jjtdr_^)o&?VinQmT_RM1;(%&0&C3}NxqXnO16d{1+vjK z^lJ6D;tBRZMeE3HYbif+=xYxyVpc2UVq*zvY{e-4bc9gGVrzm(?_10YMzO+~`j47^e?u1W&xEi( zo*8L$Y9i(}A4j703d+LydLSSNdt-B9j?9l25L-UltU_Wk=#pHtT--ik2}O7(_oP8; zA!RmWNqp$crcHl+mHYZ*_=%{X-F>{Fu-xbGi-v0tV;(;R!>$Y5KA=x3P{m&ec1}>p z7`iEm$`|VH@Q&DUlcXiuqWE*xKEfQ2?R{JbV$gf;GzIhP{ZU52&vZ=Sbizcsynw1dX)H2Y(^yjR z$!rl5dRzF>Pr%oqu)C3#%(ew?ubnJ`2&r>ios{h#qR07tvT*hNB>0Fl>|SVBIAqGO zFm#qqB6j%mcDJXgy<@FLqnl(j8hre46SCvw56ByFCm#B;=>j6@9}r$9PEP;EI- zbI7tlfp;Y$vb|#poV+We}RFaXC zkEEXwr2LuoCLkzVdR5_T z=wg?MX*}`HC+IGi=g)T|kV3`!A|l^$%Ja>1&S#jjZLO=>TLLq8&1j7?bVB`okn0}W zqhY7Z7NYxmT>b_ znW>FdXF;N%CO}UT&nyCIq|)}!rsJ*EsVf4uUY6=Zw-Zn0w-G!J1SNPYkTF@P zj>i@~h|;8fO_neKD>TU2m^vFhv?DI7)z^ND>8_P33S6OmtZ&(iwBHt(v6MhQBOruq zJi#qkzSOHk9WlAx!}Fh01s_ErlIBllAHTFEi`GnymltR1oR$%jFSIPj7o2lTEq_S$ zuKZ#?RUi@axZ)H>e22z~57ull7s_0Gk<|MGji9v0LIB9TjhPcN);b&yA$KNia8Sr3 zKcUm6Hmm1kwEV>Rz^(fLo8_0=5#=l!Df49zvUEGw0{Zc+exX_ ze;<~6QBNXw4ec)CV^=dP#UHxY6d5g8O4$95o;dYcgvj+{RZJ;o8a>>`Ms=@$&B-tf zpqWNq&l;F1n_)Xm;~sI6f{nnjbNK=|M>CK!je0Cwh++yYxH^ZUUd6}oYj+MS)tI|a z5hWS6TD_p!+S`A#k~0H63BAu+pr4@s5RPEdNQ^$fWPAI{%QGcY?N5KV0EhWWpT!yE zXd*3=NG7$TBMD8XSHI?uRf%4(im{Ky?TtpK(-ZhDLI8ta5&ZMTI>fhc-@J3#3WH}~ z_70_~UbLhvl-lf%$cklB=85zeNIe>iNt&&JRtHeH0Y+nkrIY5u3$5p-K;|Ne@SA9I zZ5{hCX_B55P2tAvRGV2KPG;+K3>u9((#cXa0=YCA6d7YkXit~{sRVABm6ez|0YK|k zY1_0_9_@B(#glkAa?`z;%h3BCToufIS3~T{Edl^|!KjDcFtKNmr}~V@FNNH!v7EAh zr#9*il~Wabu+g&<>Y@+l1($M|x3Ls-)i8&4#+uyV3x+zSXDz~bm7 zi_A6uQJxjpUFOQSd(y8Wem9Ldsq-9GEIM%kyq~R?D=>bp3#jxV_=GE+aPh{nU?@5X zS2PG8iB&jDl@SeL@VGFOs#R!*8p7rm8}(o^8Em?XxfIsSv4CP&FzKk;9J6pgu)Psv z)RvBln5{_KaTY9QOL*Cv(Ui$l`yoqy zQi{T+p8BU@jDnWQjbnReQ_5cFZ*1pfAO1Ty4FY7|&9&OM$CE4kZ;F;saj3=Rng?Uui7$dRLlRz~Y@;6o%-F z!Js|D{%fV4{ps`SeL?36m1@URRFB0naw8Pjy z*2Z79Rc+ui^HG6nzTYYJg%N(^`EhTpG65;=S}7bgrV+= zbi2Vn|H!?=P(unQ+{R9%Sn{B+ze^`YybC3)WnAsR?Ob#FrU#F*oNn}!pZ+)9H{{IA zO}|fvG*}(gLuW&j~(ppC~rP!A3E0Di!pxMmgvj0`uH1+?2Us~G+0dQ=?cXC#rn(xX>^m_Psk66IJFX1B4096=A3Fftjf-o zPkn>oz4a>5)tFF1MSY!~lEc3hr{@)_zy@j%iu=QGsY;)jg%fL?0c>X{%_jpXm1<%f zlPUCYJgv_WH%tY|v%Ds20#`H98j$CQKfE-51JZW$r4D>xSIOODk0WVH>u$=AfrB3B?5gE6daMxEQdhQK#XbdI$^O{5aS8LT<`M(&(I@yh8U= zS2OM3TH{|tghW69G8&hMfk5f7HzZ#Q-(D~IYlYE`l$3OLDnr`%q3IDqE(F$u*ul_7 z_ln6|R1cvM#_zqz{`Lr;O1q870Yqoc+DG-@)7k%5cc_H=w%@U|J6*wG(Z-}N*x|R= zspt21yMkt z*Z&HiUQ%M96J-6ts*_+(Xiq$gSXc4cdZodXz#($>cP;CLv$m^1pH<#&`4b^-WJB>;ujU+9nG9AT$VIjjSLN8-xG z99&@LM-I1tS{fx8iE&;0tbCb5HO)^%8vkT+QRnts2u`ACERNv8eSoHC(w~+8;&p+? zK1q1JvC`Q{GZ&>mP=fMZK#Md zQ|n3pabMVrf?ttO-JQ0IibyAra3xbIBx}2^9PgHwIYC4K05eb$VcT<`sVa2Jz{fo2m+eMpcB&9msG*2k$z(NUNXaEeP^YR0!jd5AQU(C54QVGOAf$# z|5Vjz;;Y?L#9#dHTpQjf)DWV;RMRjoasH}gr`p;Ow&w~6(b0!rOwt+wy z=x3SiJCtK2dnakpt+aJFrQNvvK_m}Dne4%@wtX;@aUf>3CyrvDlQ4k@W&yvq;3n*b zba1=DH5K_HPxhK`Kz0DBMx)Dm><%Fk5l^j+FK&Th$W0*&5OS$N4go`EaeuzKkPj&R z-gXvByM_2sd~la*p?)uP4gzia?xID#Baw}M^sIKP5UK_Vm5oH4GW(k9exI-DR3=zb zsZ5bh1$U48O}LYRSd6Hcgve8*iV3>61^y6=#(XiPu|1vN9UT@5*(_sM3lVV8(Q2^` zv*q(LS~MR^CkFHW`-0u$jeO~g!(#qP;zub$H8~sZGeeQ1+qot?5dpC>A+P%iRjOm~ zQPTHsB7+nY%B3^8ypUXu#>b@wG9?*5<~FW>?SjeI>4PY+f28Pq>YVcVj7b>I_=cA; z6>XGCN^R5=KNf9)L$#YhV8KsNkC2$D@h=-18`~EI6}LNAL^Q{gu&7<7P8_CWDQTTJ~sJjgV%{g4v?H^GvS^jPq#nKIduexOYray6Lv&BxY-wG2UJr?ls*B}YE( zXeXawBAu5vYL+4Q(F(9Bw`+_rS32!_74Y_OfFEym_a#13imJHjQ1lSbHX%I1|FR*B zNai?0n3!09U;m)~>xk_9 z1^qW^m}&D*OO=41pne5|qYkqGsM&8pfMRbztPtMDVm5Nt8slQX=vdHCyQW-Y$qq6^V)GNH!1%Sq6*Cx@Rk?AptNY)mQ?X2jb~?V*bzNQDhm{r@ z5fL+n*y%_{6rD1TO70YVP=c#)F~;d)gR8)HGjjsB;eWW>Kw!ClUoIciE)dH#v|y-t zb!|aGRnPGETnmj(yDi#kqu$8Mu{LXfTcis8pVMcQp!y1wdc7e&=ezADH!3p8Itt#1 zoiE(FTm)aTiPR}*QbeK^ajj_Y#&I9?bnk}51O=Jkj;B00Jo&^a5VZ&62!fL){h3s& z81-fR6kE7& z9jof7zRfX=BgdySmY^ydTVOPH?5sDC5J9C^UZD`bM*`gYTfn~uC^w~Cb;}ZQ0mp^I zdTJ;wfF&~Mo^c8Sn95(7kbiA~o3bjq6ZY1Odfg~Xtm5Wx*ZWY5<=bO)0jVgNb7k}+ z#CT^DDpo*`CZ(Fx`T^IRE?4*$QVTR?SMtJgd57@?%U3VX<7i4?`(?G?_?x)x9bsHweyquX()$F;#1=T|;V%9+y2mhJ<%udOI*(Z~7ih_+i2VyG4iekH{RCz)@^ekBX6Y>Z!Fd_6>Z{&!+Js_m)w1d%0AE5L9 zv$1^e9r7%Vm6fz?R?G2Sjgs^=`X&?G?^GLI9#F8D4A4szDoyjSRwKa5ed#6Hx%7jt z(diW8SUx7Vk~Hb;V{+WYU2%F#64EQuY!^|w)Uz^zBxS?(o}$~w6w*H(M`W_y#|>It zq|bmKX?5isi;IDm(6z$yt-p@Z_hA8Vk|1Kpp496VN16L7Zn^xn5T}KqqmAO9rFE8= zL2bDGEjH{j4iShy{4z453a8yIF%nU~M`ZKOoZsOFjm>gx;8T2kk+@*og&+0-?RcB( zEBBuZo=>)$J@gg26~-{>yass0a%cxPGkR@f)U%N^2}6I`X$yd}U!gVEy!qhYJN?zf zkV4ON=zn1x+ylg$bHpIXd(6YhRU7$Q20FbCNo7RTGWaOidPk7asQnS9^Sq2)TIcou zods}U*P+cG#EXcCIF?O~n*6{3hd$vYGLABgaDp|-BsM1I_#3dz=3`*1VKCM=ScSRT z>|T~98BZ5_USxZ~833sOkYt8U8bG&YzEKClX0?`XXBXvgH6nE|nZ{V>`YOKC=tlTq zU{yCpk{CW?DUlZ1~t_pZ)B%VLxfdWwj7wb9 za#*~J!^ge@`I!)%uIKxb(;uk=UsGTKz`uuM(&WD{Z!A!5@T)CGqMa{Y9=EAfc^$&9 zf18PwO5rp6gK(LCR%pJPPsXF4byPqt5Z_{(*@w1&>qoZyD8ilgYh*!Nl9+l zwHH$k@)frf;vqTIQ1a^;w2tU5>Q2qGhb~#1xuY7HX!2M9UXnASpC3D2Q00 zP!z9S@f-P1jMq1TRng(Ks5FMbL5VnGZf=}JN;$|7IP^emE~l{y6s>QVYGn{+s-CP|v)ygldrz>|Jyg;k>_ zMNbt6Oxh%h-vnJKeYN!!pP`!%r%|bp4EuaOmB%60k}?vBys?Ldj(+i-yH)SWKtcv~rP8nt%6uA?hbL<){Spe;MuT_*H+k;gH4ik2=py zIY*bnzBr5h4ns*I)8pOGqN(TXl|J+eKuo{E~Z%`!CdZ(||XjE0LWf=SFM3d7YIGyQXs$Y9jPMDAO zpv`#%qw%b@yVF$Sp4s$Sr~4R2vHD@$0>6mY^#?$r+vpJy zxjo`BycP=`DNWW(+JBmPGP3`ud~d}~OG;4Jv6obn z*v@IO(UMvyed1_uH=S<4zgu4l;sWjiFeB?fe?G4dkX4B$rGJ1VkUfuspC$J!l`zHw z2g7xT+;7;ClHPjzfW={x$>Y@w$$FvzIn$Ja=;^27Bt2 zWXH{*2YI(zHP*sZO;!7Dbp^N3>fb>W-ytaW)Y|2G?s@C_uv9KmXQm2c-C-fSaEyP^ znrof@6jAl`*K;3-7Kcji;;W)jU$bJ#`Ng3|MDmQRu+xO|S@{3{4~hH*SK(fsFD@u(El->Pv@{4Y=C~zf^1pj>r&_#28dyPDAxhiJtC#veWnUU%^lt68?mwz?4 z4T&1zoVq5*)Y&Im2f6g4(1si7#>}%=!4YtplitG^TvCp5kJrD2c8Swi1W+_;0Tn8h z;S{WDHQ8%3^$j)N2bUg-SDQ8s2K~Pp_+6%MRmLw#J=V2pQaG##oV+-y$O^b{YfxPN z%fC!S#N>64m%;B-TBX&>P)Gi^hyw3twU&hC&l;1&SWaXgcDZKDr7lr3S?y(`UsjoK zuMc_}?T#sQK-|2+KvS+z++2Z(mc?d=$sZVz8<@NUMp2=DP1e6_bQwHuxw3|O^@b&~ zM3QgN|L=83yIj5uK-4B{N^{2^m@N8oylp3lX=wrctUKoOlbqUCXw1Zz14Q=y^Z() z2a|2cTT6=VK264p$@wV5=`&J>XoTTyjb_Ta`1fZGzYx+?Z6svEE$=4X8 zL!`_<@2eDi`!A0!8F3v@-Jf0`R#~i;@mAaFt+~GfbDKzP)|!%C&o!l&Dt3LR5&5OO zBd7xZ@52Cm7c3(vVMzegQ;!|T`f80@UA|(uJYB_FT~~_f;OMjyqWBch$yEBZxuVgD zmHK__S6oh8GBBtM#S2o_(E;sd&m!L2RTk{~Cr4`aR%TV?Wn%dgP~hTy%SM2iUhBAd z?4_vHG{Nq2(&6&`>8V(0dbpSXJis20A^EGyARx5z32*cgG90(Sbn9ubdMhdGAA6Ur z6f9OKPCy`DNuuxA9(99jN>$cXU{%&*!&qqG|6=buqncW`wYO!9y?}}e5v3O?Ql+c( zu7LES(rcu5B4VKZN% zcIL2};zu$IjTh*CMYJD3ep>UM-)R1L0P}sI-u0#a+1jN9al)lyKY$1jd+bEjuEYnI zM^Q^gbd`^14_;&*Ha@r0$yaD#&jAQ5xyBQ=3YM;%_kzhbQ%l-$#Hu1r3a~!QI#ohS zQc~PIs3^75$!`5Ldb0jlE3lZ*r3@H1K3U>N(cMj`i`_WL*UY^)ny<~*)jL`y5g|Nb zu3~E>iMG>~B%YY8d8zfvNmfF;XjnGSbwVl6b-JmAkyrEvWn#)nr=LEN{q>ij%pNqW zmdNL4wO#PU*6ETLC$P11vg%E~Z8y%GgP#4)lzrwWwYu|>@Axf5*iCFw2%RLG#gwwt zm4|n#9^x>D8GxDlL>nXQ8cNnD^z4joAJjlhM=~Jt_N4H4OeYneJ*2`_q04eNrcE>^ z%cS7y;@UbFQ@a40zVIlz#Jf0G&ht2I9}JkI3uX2*o`esJsGUa1%+hM+``YTlPgWc0Br*A--dJ zTqF@5bdAGosk>G$7TmjFqa9&>Ax{CpJesM26(96{7(w?r|0{Z5B%$2Eo=`TJ3S~qSNZr~Qu@FC zy2El3kZ@p+GQ&@|`(O9`fB$tl8@PIN^;{!o|N6!Lw-4}3zI^ACFbfx7=uaN+|NPd; zfEE0Jt$o7r|8ZQ7k6*t%WUrlP|O4-U217%I$tha(5HCDE6pE z=4%8{OKm4g9tqk{$5T=J$jpwJ8tsU?EBD*x(lL1b_Zp^csvjLPpm#SVroH$v=Hp?0J7S%*HV(N)4 z{CJH+Yl;z7V)$^)|CgdCfGE5Mih8*k`fH>43`urc9J?pX22)#My3VCJ?7x(Lo;>z5 z2yp^k*(!>99`?&0(G>G5X{$4f9VlSn;?}E>CgE)qG%1}%*`H;OnI|a{@h(7JNl(4O z(`7K^yJ8H`Hk7Xx{7cB;cb4&Tp!7zP%UF>i2Zwf1WTujKXI>LIVwYyjt8nBFu!8l} zP>sV0(a+`8pN`+VysY&)Sf1*aKXDBDu&4tT_Qri&f#(R6`PVR9Wr%4#UIBtFtHND?BtoYMgU+#Qy%xB1LvMh!f=1~g31TBgy`ksl^oz|@B8%`<|o--Ca;?Yxcyq|y!`ME?qmz)W~}1l@~|%gPAFPz_goV?W>gx5 zf@3oQ(ZJj?t?vIK?ANaYFKKtxdz`CpMNL%-MFDu(l+eEEiAxUlf(A@$Kfy?VCPb$^ ztm=TN2L0#JUw-1Z9pc89I#6%g#hY;7B(|Xps1FX6nQ2%}lt?h}>R%!KS_gB~ehA$l zt`}$WTJ(7jUerjLss=M$xHWQ4;H-mv4)>)Psb56ft#U_y!GJ=xew{I%;g?HwdjI!s zj#;=RFum6Uiw@AADv=Gn6+c*|rx3#)Lqwb2{8>YQ6YBUKVBuQMu3a*?(Fa9uJ;t^Iu%F*HB(^lqShz%yL}f%m(qBD6>iS&Wq12rUboh% zzWD{J1b{q;<7PKE%^5!(;E)!G@l)El>M|nEmK*?J$5s?-`>Tpxe)uq!%kb`Sc7OB* z8bSH5?{_l|>&8Ak0iM}rmiBLEWbDjafj*ayfAvg-lil>QDx#kz#hdkkJ@cz0xhW$> zhWU(k8TWowq=#YW3JhS1S*k?CF@QDy;zn-51EG$lkNkAMNI+iWj;%wH&Bgz;E_Xf# zJ+$hmvtr`!PZBal!S(Nm@H#E`f#l6qm(G@7`t@nAEx(I;Y&(mpJ7G}=L-iiRj!*CQ zaZjYgYTr64@BaZ~3HHSth`#CpszW?l0PS%_yxN&{O5V&=}LlX%+J`z?$=O zXV02$OaxXL9wAl0W;Bb>p|mG{Iin+mLG>FmmYc&%&jQvoroO(O_X_ZRROYI`Vp)sH z4?Wso7Zd;D`#LioTD8`(G4Ze4yw)x{)W0QQeFss{0z7C2 zY<27114oJ)5}Yy9pOhJak9?aD^{c%UW_e=dP~^`%>q6Q4Zv|>zwkNl?>;tJ1sksd9 zm0R>zrkk!>>ORZU>@%eizW%ES0fhm424F4QW;8c}j;{1QT8dX6{YSB0}rH36tbPTW744<4LA~|55NxJ)9}ne`LMuWwBgQ2#Bq_w*qzn# z4C|P@q5NtIW&KRehrlD>#rXf~t52Ui+0EYPlFjs2&(ydR_2Ze#eJR`!671oTfj1%` zi~vT5W+HlV;@_2rJ*}8EQOx5#VB8-k0^s{~&cxWDlMeQ|C5}&iF%-Y~y?&_M2E$bR z)lIZIYsx#TBJxQWI#1jk-zozr9;;(^PPvA4T2@sNCchrp>BX8a0O(`d@|H~<2s$QT z24im0W&XI4&;RX4vYPk}g*h2I{ii$m&9Cfor)GVU^JDChKkZBQaCJs;8Hz;9&l9e{!)b&R zw2F-wlEAZ%*2ar9wCone{{2Yrl{l}SO#m+BNP(`D=gvyx(=+qaA&!nb|8|~?Cl&bs zG5(e6bSvJW+Ok(a1BZ|s6q!{LnE{W55@?#qP|s8}8he z$8mwo%Hh^#(*6&G7(!@I{(76z-X71qwp?p{`9I==-;SHHeGGIL%6*HH1h^~buHWM= z#@QW#)~r2(j$Hrt_O#UT0yagx(55GVXHm)r5cSUy>kgPQvz|6NjZ|*%bd57=sO>5B4`=PN|HMg{E{SWc>Z%B4t9nfcTfxb&;3j>j zr;P#|sp`-UuQ|+@p}vP&BNh^OzEQJ=J{Si{jxQK4f1&;5!=Cs-NC(=D1QH9)x*C*J z*K1tzM5|EG%mHYuV^YB;9r2kq8lvp*V5TJd+B2`LPG`_;GRF*T7%7d^xd{;xk^E~t zMgJzt)6w$JfnC$Q=DjCr!uM7NGo=ab9Ld2Bn1adjrJ($xC~zZ)2|^}Tuc#yz8P;|# z#ThY*q8~hzIJA5#b}+&hyK#u^i$GV+FyE$I|I;4%6VYoGa$p< zWni^P^nFIllTWxoQ*c~svaQsD54XIfs@6wG_9wR-ilX4{?rvY-UjP)~+W6aoRDdLF zlm|5HjM}Ab|Mb$DC;gBXeX&AF&;A{VkNRiS`6(wi;qR{-G7S-eOjF@4?~bpw*R?V8 zQ(rBJDK%k{2LfcXeBTDe8DdXyV+8Pj?>VM+$8abGUx#NpWvc@2tDGL;WYz{m!)9wE zR=jP8g9o46Ai%to3vhX}0~DLz?J}Y(LNorgq;?S-`X_Ae&c^YnW=Y$9j;ciea1rH- z6HNu#P+wY(b)fCA(k(&D%jKl0)q^1pfNkNjzOe^7Wy_65 zREFwSWpKDiqa=t`QD!}H*Cu!S5cUyKs$#0|B}mZ*o-!}WdZMK0BK$8-H_7Y%D|((} zysXTll8M=h)YcHz^4LgcxImyvbZMP)kBW8aYM8=En=ODC^vCL|Y9rz`a^1eyT{&!g zXZIErStYDPeomNASj92ZG)i9M>~k4spjnui<8GwaHgsy>w;z%>qTLIrup4d{V97`2 zYZu3!xFoFZOCzM(C$hi~+ul}EEF?|I9irWk9b&%e?=P5P;i5M?#)M;Z3UTVbc#n#Z zn}no85%YpW5^|2=@S6Hk7Hjfn?r-U13!x;`bu-!8hqa zq7`a7f+?ZF*STYvAe{HV27s-NY^Hfrq%s>eCCP^jLg!)6ZbP=&0;TC4!m~jO%fwAv z8rBZZ*7x+stwjK;WL;zEneR5h6wZwE96y=OPMKpDJY7b3$r;7EV;9%Tk^x)A)e~3D zQ|xVRBa*R}<+8RN;v`A4<+m!oZkR#36_xBe2HWn=FGkpTU6|5H^|1!lZqtG5SG8b- zSpvG$4dFs9j9OtZ!>WSJ=03LpVY(CIh4N#kh@Sbvfx$v;a-H5S0sE^$cV{>Z`p&(m zjeFX6HTm`*mOw%9Sowpz=kwMMOJB>xzb(_?ktDdgCfZ@r|XOr z5TJTe^WFjIO%LAi95&$FwflgS?*LLxah>@Zk|o(EI5(AFR6W2y4QaVoeLK#icX6G3{THY} z*VfTOXXO}rc7!8^XQ_>SIhRx2KG`*K6d#KT)0`=jIj0NT2J4nQ_gh(ki&%Bw&h?8g z1@Wpqem>XoZU{!WUbRTE*~o_2L5c)6{LE!~*hYQh!Ae@r17-b!t?__MNY>$YZiAYM zkRt2{ew$dZ?1)w37_5h{FEnnz`ygh#GhGT=g1%KkblqN4`r0c$;$c-e+=RXRfsPXz zdN^Hli@1;zU))9iX_EVTL;W-IF5X7qGaeQ)lsMZ2&V$ zW&W$X7dwRasTDM7;Yavk8vc;y7+-wasvhONJ<{Qd|?&grZk>hkVvjH4fNp~0_>~V zK&n^g_hl$oCH}}PNu%%=)(}p1I!%vIy$Kw@+noE{C%&JgR;_UWtDppZRyg4P)4`_m8C|Xi8+>YUG{sF>^5w>m1y13E z3O+Qki0Rz&^~t`VjVqm1HVG=Yq_SoGhbliDlB4eP>HR>*-AbVzfPfgpQ(-&#_>?Wu z*b}$*A}VTql!I1Gfi7&Aapk^AN7p#g8w`P7#1!~%&bkw?4W)aHf6E&1DLVbb7!7B^ zuQt4D@N(mfdTK*F18)wS6|fnb*zmY8l;BN5?`JzMo-0 zm1xnI$V9B3Q5Y-Iw@J!m@R$)>^u&heTSWAsCCSO$P{=_HNMLO-Dy;vilq#*9v1A3- z-fOBVav+&1F8QZQ79-o`*e}|~Ga}}_(t|YTL84VEWqYN;@7VfAZ_T>&`|vKJ5VmI3 zD>F*79@uAtNel_ec)L1(fJ8kL#wBLwIM=D&ybv`&d-Y(`DOeCBBX`jC{w<1Ux@TXF z3#*j)B%@23tCZFKy{)3)xv`Y~AGbAu`ZV+NQ&jvjH~p7(mK6#XM{N&;7iLQ+^Dj)9 z$JMMyy1Ez^yfu%@$wzRsT&?dbQelD>l_pO+yurF7tDnQl@U+FmtvTTX4bbsF%6HCd)h281$;LkW#q7qoibE{=uY7=j*k#7tVaFC$7`_^Wj8 z@03S4rhDiQ107j5)pm6%kR%?=wcdfp9=K8?FXCkwx%q>gP1u9OCopVP5*iUlgbyDZ zZdZ$ET^}oqlF+|?@zoNN^zCbSVrv|YyyYH{8#z`P_Sn`Uqce@q_M{Jh z*Rj>-cOVP}bF;<_<_x!YZ=dkqA3QC*7QbM}0nm`PgB5oFjH-^ELrnI|_0E@Ddv~ZSwiM#WpKpN$K%HBujX6EGPx2f2^$`BVZHv^$?oR1Tt z$Mg1KDxn`5BvTJzz|_33Y08i5;{Xb0Q*pstMK)esa4IH#0>~FCtQ1D;ovfT90x!C~ zx1mvnGkSMI?4T#J++fzH0D&&azv<@@3G(r5kKR%*)T^WvS_XV;)CW3{;$x@4rIut+?5U^VQEz4;OoUyPk}R z-zB*8>JUaU8@J7yTV$Bia+!c}A#o|LQ}*E3`X zB&HFVna>|CAJL1wcXx$&-DbsfE&H~@6)Nm!D{`HAj2Fdm6NW&vn^zZWiQmo#FTVD_ zR8DZl)Wf{7ZP_;!*tI_xcN{VU-JOv#!PH6wS9C_U2h-FTu_{Qn=}gu%es>*ilai$5 zkAGKuFHvYyEowu2_EbPHHJQl{Q5Dh9yB@WZ`(8Tg;wq`9*aYnh43H5l4z_1c5!y6O zeKT?2{B=A(Ma$Pfa6a zTiOO`D$agG8T$YS#GO%8Y7&Od8ELVcdYv6~^;Fl8t=9VNTZN4;UFtw?F~Ar$g@)SQ zMfiBSG1KfPA5l@yr@R0`_+}o6OJtO<*uicz&rDN5BiDH37^Sy7)2Sp$h+nAJZi#2Q z0@b{KR9Jn%{RCCK;?&_Gv(XjeEOCFhzifGyfN)`8aA#v zlT9BoM4RuEQ1iYtEZ^Kd=%06uqTiS@YJRGySiZDh8^o$R@xEnO4uZZsDI3mlil#l7RJ{5K^1Ahx{-jMs)`{I2?^SnZdliGUq_Ic7Z7sr z0{Ou(i}5%qY2w8fSEB^Y>pP@~i?l*kLsy?JaG{VPdw#gJNd`=l1}N8%qI{S@OKS8a z9|%Z3Q~|~o6xof?^bNsc*Kl9MB@rSv#=hEo-JZsLiEj12UJXK7b|VU8HA`CzOIsp8 z^zkO=Dv`B;dnqe&8th2;6J+t*KOQbl3aQ6W=|BBFOl14A@Ya6w({)AsT&~6YuJ6>w z!Bgk~sf!FxM6!9iTVq;K5X zDA{XmyDiQr0)eT~Hz#k&_14-%ZUuJGu~g4ErdJcQ^zGw1ZbOFF({=^-uLErsoaGkE zRW=nDvr`?aykER&u3R6(D-x@7&U{rn@1p~RR0qgz##mL}=3yFegPqbv2YJzH$+hY-ki<~8A<@amz+G}Igb<6W)3L`6YID4*J$LGE z7D%8Lx*npC>5Hl9>eUEsJ}gcpt`MtD+O5(X2}XOfn|Jg>u_U)D1Fz9*t_Oe%5mMNZ zY!87Nrr>T>WY>S6*4RrAHm=5u_qVp=CL*eLo0q?3jHyW;=tNLhR4x?i=C||}rnpW& zn)T)s*_sAfG@ZB0InFn39dc_xYvgTM+vuiZ5+d{&H(MhUT*cWe61QVU*qLINi$t*}lb zrs_cW0Ow4=vzSnABBciyY|)p-xbH#vfco8@sY$)ppNW&ofT=pf_*1ZkOGz%QJZsYQ z8x8!mb}8Oh;J)qxYn=C*vUAa;ch->Uk~wa?Ho^?eErHwMgX=qThpbtQg;pay!l#{( z{$=LyHG0A-M>f)vXtrt+dD~@3VnGljf>`pa+hpdx1nJ|dYjS2>z`|(~`5%cqumaiF z&WQ-`MpOAGz4YZ$cwBz_Ir7BC`)A71H%ezciPt6_KA;;GvWCV}6zOcNriBIwRB*j2 z9DW5tyBlK}>B&1Bpe7Mh-rw*=DJ#6XUmFUUXZo#90^7p{lP9_LC772KB&k5Rc-UBV zOx(zhi>JA-2#sz|U(+_^;BGv$p7s(3+KwXhm65vLe9$p-W$S&S z3L@j%Em$%O!hRSjcIcAeQ?6U0nw{z$*(Fy~)#<+q^~NXAnq$^ioky?51>I&D(`<5Z zS|6xZqdQnkce9I#oCOED7>xY`uK5Bvj{i8An+?Sw&z5UWclI{#KX`h0%O(T$DSX!A z_H_>04d%60?*K}9fujifpo0!l$#T}@akvRG2;-{~b_c^aq_p@WuQB1}p6_u+ zRcC5N)XQ8cZHCbGlH_QxoX;{-sf0UO+;J!31Hv^GGRL%ic3r2x$u&8Cne#Gl+Vd}gzEj)o;?FiG5Pjq2}YiZizAvFfOn zsGRN%c`ojQKY#EoJsj=eyt532?2m=DZ|pgNS^zZtib{>|cCN)Vv#1-;>|;QoVu~r1 znaddwp^UYW0-7+=Q_q7Ozg9Zpb6LEW#jzV$DCHQ z?{NP%Tep6P)mR+@iwJ0Jo|nYYG+a><@SDImWxLrOk@=ihToeR+My7P zV$;Z;9JJk?dlB~}*NhT?8CeTYP@pXcI+Y~-9gLNn?Z z6~{^35t?=m7GD&1o8ju9BOv8n%tkx(^l%sWg?E7Jc$M97>&T~YF;+O-h27p0y(_e| zQ{GqEMmfWGa5x+u#K^x{wa!)MxP(N7s!GbFv@`K%<5PzHcc&a}2wKJs&@`~D{YcKI z2I~7B+nRi}`|e&64V&Lbml>qxGF_u2Kj|Xz87>1){ai+zd^je6+My7GICo{6z~&3A zYRU#p%&tzN+zYZek$;LtQ~8{=dL#2Pi|DFPXbSxKOA*IfRnLAUIlVE@mChBsxZC=V z!jrk|qdm1;X8vp^PM15PATxcCpb&$8wcYR(UM-%dODP&B*^60AQhn^Cuqgy{;{69u z?>BMWZ3g=hNVZvKWr?7*RhHX35*>P{+dJCYidmAqt5!DQ_O~jQF(|*R@@YAg!%6ip zxA9`+WrZD!ksK%kKD!_*N==kcz50a)p`-qI=EQKSTXUPyftn=E&1WPa6bVpHe!ym( zLU?|BTHc?TbE6TJt64pjl$1@;u#gyL4)%G~eDcJV;ZmCWO)IB_WO~=1)60RJ-nh|5 z?dxYKf4){YWoM7GLwvIN{8GV=;JmnOB(D6S2!>iu-{WJ@^+Le&!#-E79?S>`uY6>n zmpt6p7;(j35*#YjHZBf1_+7%f&O=dXsLYO~Zsugnm8h$r%9)UR*K)^m5@zh}^`z}Y zQ8iKZ3)Y~WLuO%-m$I;+6@kNraN#QN+VQzs8vE@&6WQgUJb$u(>bS10=<~P$n8Q4h zc5w6g`d*6N&8X8x8HM2&e1;Il;pITJGJxbKIc=Mv1%WmK8ELDfC=ol`Zvsu${u%;%aNP=bKp{Ji^I!ZHNzZ zaJbdI4z6E{8NN~MFg!L($};Ijpso)ULPb?yrP`l&g}VrO-q#Vc2^}>|cAE(m`aS>o zf>dpZipzo7XqHS2mwDv+dW#a;z)QSO{Ih z^e;~w=aNuij#bGD5jENTHlDG%cxudrYi% z9Sx?WpJ4_UIi$8fnc_a2CD3`UyF4<o{M6>Kdhp+LR zV3Fz7e>>9=(C*Ep#m7(${D)>_yH05?Cci_;)e{AKF$=4JmezDJdV4Nas*Om-JOd(_ z8KE0|d)4w$D7%KeRbudPpBT&MWhK`syYL1y$((=YZQVYhmj+cGl8kLS$MDtIdvZ^A zz2Wyb?vHD3s%oU>4|H;*Lnq%}&y`A7Mz{HpQ|1Jza_c^~ke0z;|3t zZ0US)NR`Z{!#&-y5sq|nYA@@&Q9>|RLkl9dw*`njR?%LEf!VSt#<+1vlXZbzKn&!? zY=Lccu3dc>bU5wcQgd#`c-d254#K7e_U2&}Dn1_AMJV2Uc#My|q8i;-x4FA{t8&Bf zjw`|hnzM_4ggraGtL)sA+Zk5yC&gFo`Dh;GGsf6b3_sb)-GJV@ZZN%u+UkbwdMay= z!FQ*X1AjO0PE@|P&Kl;s!a5N@CfTLpK-IJNSfI|{$;q3a^WBh6boUi9KBtpa zZyP_LtmJt1=^XTW;(wD7aYM97B;=-F zK{^g!u-68^MTLPxI>V7ZONBV@_*TckY(JM;Vrqc`G`Q{}UNOyUliOQl z!QTy8k*?h#QX#v#I&lU?3VznU4f*BIeQRuf%f zgl*w%GW05~XI+1e93I|jeAunFed?laDuWiVifp(sPfHH(v(&aMBe&bt8qL}`x&R(@ zqamy*`#23o2b!3q@&dcWjD2@Q;};D?gQ78nqMHemlEtugB{e}sod)Hk|;>RrqI<8G2Tqk>&@}Eqfmgu^jUEkg2`PHwAZ47Tq zn<=a%Is`NC@>O%*u_uCLmR}^k*>$_#jI4XpWPE`5m}6VNK)_kRavo;Q8@MgnhPXw6 zJ_+wL-yKH*1T@9C+wZ`RdB(+!z43Yvf(q@&?HW|X44#z8s*24$fUWPfJPn#@6dA8x z-Kbc^asT1SBS85h%7cQD6$s9I1o?=UvFKSfpk%zmm<381B zqWWOcVDtBaMxfSYCrq)JQW0h*eE&@1u6B6|T zNl0&|e|d_&9DHr~f@lBQXx#g2Y*aRFpJjqKngqPS>AHM3u~@hJgfB#J^u@5>Qr1qx zN%-g;J?3u6{sxwN@#EL9vJXg)4$xBQxY3SkOy6lZ<_-y>ABYixZU0GxO3V3@4fSEG zp7jl{zMC+ZQ2B~|%jQ)ys)tJ$dDvKy?q+{I=xhe zrStmY3hcnz?v=+PK^5(SAW>X^a;g~968^e&lMY3n^m#2K27Zra&vI z7?+M<38ht^Zt41Ux`qe9DA_>#Xs=YgV7v8TmWieb(gWwiO&SvVtu3)aZ6fsZ8XbDS zhDx=RAPAnhn=4d+H<|bbs0wLg`Td3PXQ7mZ9IL0{QOqiPw3NFJ?RnD7cpVdvPz_fM z;S|XvUV18E@9W-5L(I4qwbwfCu^h!7?hygUxth}$i0>Uf=sQ@y3ZC3Wtar|nx*#ci zP2VZW%wS!l_l7cm|DCZ62G=^?Eyt@b(b?(HIwIwgtv43UT6~nQ)41ep-}odvSUIv8 zOpsVbnsXwefK2&7JwN0&f)2L^OQ1Ygv(NwZJdKV1SonbV zf=YGw3~m;zQBUWy;wyYuA{CV3MI%Buc|^uB1Ik!2f`$4D=&4FHRREsxbJ#}#NMA?} zQT^tqJoG`buubee{VD^!D$BdT7KtdU;jA9P6RuSqjhMvzMaXjUO_x-6x?T>e3>QM5 zt5Zjqx#{9l897-AAT?a{4=2&UbmepfL20hgj@!NuFN*Fwud}863Xl5T3$di3CZSM; z86W4OAlG6s1k<6#t|7>}@AjM**du9XI4dyqi8rp{(xMJ_F<({6zDDbaCISZ7IhuB^ z(=T4riq?E*lLar3x#RE1&3Y3+1nKP-kMepJ!Kj;a?Cu4cMN+(Kmy(iLKdZf8%LoH1 zk0#$oW-S^}S>?t@+$JY;)!ng~3W#G4|!_+QI-0#|`W$l;Pt=Xsszo;)NEoko-L02qX z+(y}OPcD5k&XO7oi_ci6j^7t9_H-$hXUFl@r%07urrqs-))RX52DmQlbxt}Do~1e* z0_ypL0KxQeBR~|-Ck;U7qO1be zZH|*w=ba(;3Tb#>O;^vS zfD~o6-RMWIvDYnL&^CtHY+BV5FoZJK8NF&CZJmGRvEoOT{q97=E1U-wK?-ZrrPwr) zlVR9JAk)3-W1?jfh5Q&7XMy})0QS5XmYUpq8V;;4C;^8KEzp%98@G3&!dG98EH)LV z`4GSjB*&3GcRCE@`xV$8zNHbnoa*~{Zzj7$OEH1)vw80?mN2JSMVZHbRb;c^T?e1q`|zDdciB8hUFEIj||JH|UexOwMtNcBRWtE#Sw{NDI)nQ>c6! zr3m`av}3G}L4fPoMbA%g`h(E@AuMIUv5NroQP*rXG%n;P+@9_6(? z11GscwgqXp>jF5 zIzXsq-?;z4NV^Tcz4oU-Gzw}1WI0b+pqFS}qCF+s5h6!XBfb-`&|tFmH5%NI>Rm90 z*6BV6@Dt$px8~H(S1R{d!qzN6yK8fDAJ#sn?8MDu4C}g&Q#tn~@M)8hC6TApRzn7C zjo|d6nA#5jQF=O6s;NMv#Q_+mC0z|q5Y=|BFiTNP9H=Lx61w}-KMPmKQk#$A`lVvy1k0e5$4&yUv(dY}S-szco_K zot^6VxteYAEy}rA3V>xrf_CnAKuy=P)GXFDrna(tE%}COUWM-vr{6kESu+ZT!+FivCupRPjyiNh4`0e`&hB zUtZJTkeH?>z7@aHIbhEoETJW?U5gVi@X<)HAs5Y>46N>GsKx5r*WO*@;X*##bmP>0 zAY`3Hmg4n6t$HszYoZ$V#0M5B4qvL}IA zv$6WbF@(8@Jp-z1G6#*HI|>ucw)HDG%Ittvzgd#`VgWs3Cg^Lp$QXx3WHtlyz^kMU z@1cyY**&jK2&=We16`jOK@5xpEctzukLh{1?}srNf8~labqlX165Mm zb!06fMe9r(qlVWq&m$jAm=;>F8WAS3_cmv@%lpBP%36Evd(4ehqYvx$HC>|Ns}*h^ zLKD^E9}IFhk!0dz?aukG41-1W$3n_Lm8+$n)I2+Q(nDqJ7Eb)rLjQLB#nlO){u2y! z7pEoH!izY{`q zJw#kqZ(?a{d2bX?J0eny4u>Fw6nY4!E~OJvd4zk+kMD}Vq0>yL5ltg`u0tm~&|7p( zw7AzrXjU_$HyawdQ-$wiMlgZj ze}9UIYKXg1sc~9DjBptIl-yB6c5?Rly!s}%NZG1My2F&_=$jt4QNEJYm=>EEgDuo} z)OK*di3`MJXP0rbNqZQ_(`)m@-aWcCUXydTycM`F8?jjuk4s|J+>i^~F3Hex=*l-oK!r6Ux2xw0^WPMO|(ap4M7 z+I8A2&8?TCsCG;=M8SJ+jLvoO{w&`8+yaYoNW5Q4y^rgJ$MgEnGGj?kvm1yQuWxho z2qFjn*ofD$wI@vu*v_4sO#~si?$6YK?gOU7>6gT90;U%sSn~~mFgk8ALnty&wkIKf^~?sDMmmj-BwOOh&`U+ zlW_O@pEBFItL}TS&w=l2i^Q0zq3yxOQHGmgKsQQ2+(5xH$UWt1$#;%+=M;C0F)2!sFVCWYPoCK3JG?>2c;uW9u z+(#+#i(zEdO6d&l@$!puRt0^>Pqs24PKIL1c3VZhNJYL+2VcWw-M8Y}kqPlYOY#ke zz&P>hm1R&_#u>PMM}BcbbN<4{B&25a%rcXLWh3BO8y280eFrjO`qzC5GF^~q@+R{I z-&y$c-ClK@QrZH6Gl;f##((fw&r6jTD!_SP_j19p;3*K#XYZk7_!vIO*}0O7b|iEQ z2x@vY_oxyDIv&$S4%n0}X(41sN1+4BISrUpx-;;n-rj$dK<}6wC(t=NYu;;gUMgcB6P(MYv^PODzO)_QP$DdwJ)9kD>j?$NV5qQ69VCyBlak)G+GmRa_D=Hb8<^A zn^%h-C~z65X>PlTkBze$wvc|tIkT^IDc1UNImQd)LG8Iad@&win(1qMX)v!XgYK1l zv_Fpu->rxe8{-GqoDF+zw*dHRexWG5QGsoCG2D2eZAOwPHYGaN{NeUZ7uJSLgEdw* zb%t{AAh!j08%{6#oBwFnbWebYl`uqJfK7Om*bRgILF7-PJ$VRH>2iI-lxLn59=Bq! zYJZM-;?z1uV!eMj*QBdpl%x>_YLA~28d@k}t^((c-Y zT95DhF9-&M^9Iy(N460e41^M65@tANU7vI?&wIsPuT@zs`>C=N4=TsGoI(I3yX14o z#;tm|)v-96m<)uLjn8zDyo>lclMAWOv;d{^K&I8$Mp&lYgm^hAWqko)n0wCC3%gy#3pK@M#xqhqaN}>z@s;Z&aWbNt+!WLyD(Qc&L zfxtp`8K_QdOFRTO1PMGYC*SBY=)p7)WSuqFbcV%o;wwJf7#PkkhaTxe_OG@hfZT$o zP!cOm#nNZsfB|#tF!{3uUgmdIN$i^(#)ZKq>87pBmD}%Z{;1U-jIWm(dZetwzKWQ6 z)zhp2$x-_bwJ;G2RP;C2!Tn7u>YH&dF5IgqcLU;u>j%E|_OeYbejRB(7X$8**13yA z8r3`LYFZU7$69= z3OZ*@`0S#<^hwwMwq3eSaATN`XcQDOCnFj(Qtttg%~DOeeE{${=>fh_s5V!8Yhg+j zh8ktxfR~;1TsADeP<0no3^b`v4L0utJ|;&izlybdYmVM=Nj1 z;3x~!li9kVNlIs(8mx#DvHZRkvdcCNuyO>;EVo`JJ(O@+IfLU3GHn-Up%x_b6FYhAap!fiKO7t#D z{ex}ADt8QrZG#UN28o6xWqZ|^O&CL5+X)A&Q=hOplKxSXYEkb^n5tuC5J93J#(I$L zL$m_Ime+d9Yw)pqu1)W_2rSxU(=|}B?dJtTf16{)>tHpFP_RD%wjcw|+>ywn*|dfO zHe5Hnm{`u0Mf1S2sT1IMZsDC=>Qrwb#estE?1^@~AP7A?EVPBE7#(uoP6Eq$oG`MY zt4IO>dCBhs3|CZM8`KHbB442jbg!sXjNw;L6iqcH_b#egHh!D$sV6z3k>2(b-#cTp zjj1Q?KNvQ++NhUfsBD19d~B#5Tyj(_E^6?VmyXgW@0*0hCFeO*pl+;uZN=ch<;1?H zIKJc#4{C#rn8Bw70&&lQIq_Fic*cdWwQLCzPMk^IZmKv@a*I;E=Sof!*Ps?vf=l!& z39-3ocS-+o`IvE&SDz>1Se-Ppa&k^SIwK78=r>L$yzX+X%B(?Ck3B?1`L^VzR}ggY zxEE^&)ID$fQt{GDCV*n0x8|_p8-X$c_?6>hGErT-FMjixFsOFhm`<0s_eWi+skOfN zKJ2$mOpKLp$AX#|XmzSQT$>qybAVgD{aWWwt{nYww^`zI&1v%Da6dHw2gtAkih^i@ zrY5nK0s`@OuyKHLSRGT~A?_~}yRHi&b`+klJ0+HqNN_N3`7$um)6M?pr(MX{6EZ~fFrW_8#Yk%loN369e ziUg9hEN#KbcQV1(yO`n(nZQj1qq4fr0lC}JQkR5T^Xku_7D@k)z4s1kGW)|vT|2VK zs$c;D6%hro(vh+%pdd{k0YVXxA`k*nLJJW^Q4kPmO792(LJvJEA_~$WlmHP>NXzx&snxifd}>_0p1jKce#_nc38KF{-<9U?1)-0Lm-r7|7M^GaMtkDbTr z6cf+jmv2{nO<$_Jcj6Q=-gBno&w!0tNkkp`t;bYzv3R00l&5OcOo8&Odn2Lo_@z*; z8}GM{d7*%u>bR<^6`7DL8hQXI+_d9D)6|aIRhuF1JF#sc&4q?tH3U zo?f~~9Md6XrZYU9AqPSu3n7eXbu8O_Cuo^o3YX^J=d~t92Q*Kcsj=4 z?Q`N`gwk~t;f1HeNWh_w9zA=>X)KL=DA(%qE+)I#Gw+dsxxq2O`t4AQ_osxh?RmThI1>2MyaN5hu1)cLMFKdZv%Kf@S@hFMtn zn-)0AaQI9(?1u)ZxmU5d$6GXg?~n$ZV%%pwr@}Ey$-LX`f1Ybr)~*nWOXetqfJ~z; z))del>$Z>VwmbUD?+|P8Tk!@E@_wzFw34_-wuw-<94_R4HIn9{p2w(S{)Go5zj5(9 z{73JUo@#(3+5Nieopo<9Wpwqoapq~yraDUa(JqWVl2Ke)Vy27ss#%;pXdNE`l*8uU zZlg?ZDAohNWmf*J&wR}&?)O+JZ2Mb9#n3P1y30zY=_L!{R+iM(*d;p-->9|18%lw1 zciwyPS~UFKM?IBjDPQ`%*2t@FdC-riUw*ZCC4ct?wWe3aoNZL(RdCpQe)RU0__--0CRSPHWekt!Fjy%^SG@GSvIh}E{nJrR06ak+WO zYv~UTd9tqk>Hg1xZjHxXPDqTwDI*05mliuv6)8ioY1l~+>uwD7%^NE?c3#q-p{dsJ z_@XRQ%3#nMFZkN>I6ccIc*P|~j_tF2_JV6iz3l7?gawe+hU6HanHUbx%5FF3&R$IF zW=dnN-?VLMMa9ajcLt;oaZXP4$ZjgKXC*3us5vW8k6S_^oSFkN=n9G<1rF> z9$7P2+j@quuq$;nlmr5GGE2g7kU>+Bx*N zfB_dHg|D~G(g!6QZ2OXsB`veq7nUtLvIAF_Rlr@!Ms;SMrZp}FN{Myb^;8#L(>QPW zz(=sse|cdiqI@E}C*R=8XEi@Bi>7d)JAk)vhqbZR^%udiuEgc&D~3+t>A%glPfE;B z+q0WSP;XicVo--wgE}&<&28Nr7!-c;h)^cD;e1yYW@pz?k7v6icGX7fU*_5=QMa?! zC<~eSc>k85y?Y%Wl-*xuw6WjYlS(INXOohY=*e|-R@>wiyPV{UqyY@$v(Ln5<=F`F zWHZw=Rup%;YUu^5xhs*Yp12h1KpW;65}*ED3+VTe8>5w*gvAmKPW`!RDi;zd<(~-k3oU zL3YYwelv&&M1p;wx};wF^e1g)xS+~WrLkv`Z~-5AXKZqh68k~u#z(#Nd{1=^huwNN zv5-zDlXnIw4T`k9)Vh@cQiQxMR&E!)Z?a~#9=Dh`>S~1|bXO7Q$`a5Q6o$^WcV~xb zI8@lwZ8S^56PQ!t#=6#m(icjSJ9xC^-x+7@i7(f)$39G+F?Sl~k)(Db)%C>e<+i;$ zvDPl|NYelIK-(3)TaL>JL3PQINN^wVo{68*tv^1Vy|r*x)6H3vLX}^0njMO@PJ}rb zSt?a)`0moYY>9XnMqF+NbL|hfBrpIT%!v$?CEcTFea>7R(ugBFGxEcIyVK9V43G2l zSnKpU?NT~DNP+izOqoD1lkYFC8F zua~Zvx-`ZR$#t^EO_4dEyMmYH&cc3Y)7;>5b@TwDZJd>ej^NOGLU6fAxjy$-{oM0Jv-TWjT9wVvx=oX(a;0UWZM_85j>jb3UT$unl^>@ zd#p+eSE>3fd6s@R&qPS|#G1kTyvhsRFO8K8wcmh`WS?p;7w?6CUyc!)SMBVDlcFP3 z@}79xG=tb)P287b4<#3(8)5NexT3&7uf}*U%xm|hReg2^!BvTo?`VyyN|TAb9o(`4aA zr++9po*tr80D7ZDJ8ag-i)=r|l~}uSsLy6!?N|*27Fw2aPi|(zIS>EV`ORi_tbN#O z!MAeIOS>%%A@ZQAEq`sFR4K|8Mx|rVoyH90kU}{rCo-b3Ko(wBK$w16QJ`ZimsNbf zF~?`zlvwyp!@(s5Gh8KhC_zL@f%`?GhP9d9tE>&f`>ltKMWvjUhY#6zT&wNX+coI6 z+(X5G2=_FdOo#dArm=D@VSW6DVGj8@(lU7^gPD60q;GoS1DN-Wb0X6%KdzuXH=Je@ z2BI2))*lPI>6B)Q=cr*8B(yNAbR7>UV3n)g? zb(Vl*S+Rz?-kb147YVASxqI@1e>Z)nnmgbi@;4{^yH$+Z`M`I2iyFP2^e4s!v`6+W zPY~SDWSgd02dmD5H$*SmV)<7Pa5IOrZ6%ecQ>yEp;oW(IS4H{jVwD3`+lSm0!e;qm zU4!iW8lG#2-yCB4dg)nDbsUu;o#Pj7P_gH=u9+;^^S1u;tmf$?Dz5+bL;nqD%F>Oc zp_Y&CiG}?dqGFEkuS$k#{MIA8aP7Viy_EX$yD`nOMc^^fS?MkbhIbg59PU}Jajqir z(YSm0x8csh3zXM1rFR-9&R~-J^D;=Xw!Op|H^=hQ0i0dWqLGqE+d^@(m&=O3U-OD> zW0hCEvdl>N3X*1Ye$Z*(iB%Oy*ynuQ!Q7O4AD@d6>zEqwwT-2-8y|6qI$DK@r!lHE z^mp@qgjHsN>AlQ^)enNRRNRQ$#nwwvs)U=S_|e zSn%snBvhXjQT>4Fdpa6Tft5~7=!>j3rTC9+KU3>E8$j3Cfml(>vAG*GS!|O+7u~d5 zpzI0k_WYOZIWB2OLu7t;IYGuiwR-l`??Tm?F#qDl;pJ|{NjX3hLLE*db zAo^s-XZGaR+=`j;Z@Hxy+*1*0vw$kwp~aT7hB1kQd0f>#@G+;$hNyK9qFM)Qa0IjYMtJ| zM{p(f^e@*+Z~(2HTcx`QK%X@oH&e-!4OlL?<%vU`7FY!)W1eux03o^GBDul{J^N%J(; zAqCW=R1PDDiyci%FQTibZX>5{p-^fCO)uc<%Ak8+o^63_clWr(-gp>QP~Gnr839lg z@87H6foUTbIT#svdLfZV)2eD3bFqgw?{l}2OI={wO>9wwcHQw;c6;GtHW$7R|2pVf z$F{b$oiK?-)k3O{E%-E2$@wt;s@Z>jgLGkUAkt1;+Ln6!Z7#v45H% zB+&?8n?$FTDTI&N+jbg7MDtW&UDPd zv<{msXoWvEd5|4jY~wIEFbDO{FI+XB+o1IFr|8+!u~5B`Z*}L}WHk52>pVCGo=4vb z+~2S+oBw0;q~`3ZT_k%W=ZkEHqE8v-=~|~f+V7!6EeeAnhRgF}`x2^_3jKzy&Q^8l zygXOz81>th?UjaltU8!SWT0^i44y6bzUH_zZV(r;@@wC>X|vSv4#CZ&mr=V%OoG-f zYz<&ARI7Ig`}d2GOG3}yD{WmVxUic@3Ew0B+uh?=B(?4oLVXP{7}vSq`R=8swzk=A zvt459fOD9w2zFq-#*wkgv&&jJNrpQjX5Bqw$%we@cSRkqHzOCqROxJhtPCLdm>F`q z{VJV#v9H4Lcp;h7^(#rk_>A>xcNF58duxPu-|_DunzpTC#7mRjscATLnOo|MMv^;( z$z%GriIlR|msj>pm7{o-dW)N-x|g4}Iu#b@!K~M8Q8!Cyqu^dKhVG}1j1=Dw!$@`m zb?>Wk?2A`uznM;#0o&LvXYII=KjvO^40TzZ7YP2Br&%Wd6c6@9$hPS(Vd^h6QyE(Y z!Zw*=`Hx@hi?aUl&YGKBPu%kIsP#rA&L6_gU0*6^saE4yXx9RFDc^$V_xX1wlJ(=2 z=T;fRpGk(8n&l7jef1CD*PM9E_bYpTJ^lWRD7{P59`v!wI4uR{+t9NUyH#iI$BMif z(5?9Xy@2`*bQyZYE#f=nhF*?=S{56Ycf2K@Qt{GA zH3U!j?lgYmg3F{(PIzp8ZpgrQxG+_3m-G@_N&Ws`U%ag_UM78j zk{V>OR<{27^Qh0XfMkV}beBgZYJ=Ivp!XO$`@#~P`ojPIK0m@eh}Ty8<&iz=vw0XS zh3_pvbuE(U)NY~V`HWAAzRU@Md?W$#FBVIj80cUIc6aut{@(&)_f0w60U`fbWYxDb zLOdK(OW#a2O*X#!Ra6(-o)#VHvy^O~SR^1`HleJmH&}S>wmU+1dG>l=A+D@EU%v0s zH3wO)A09M+JyA#BHp_r-#z?BCToufvuHaNi7`iBsxTvY>@o>LTe@}q3xs<;2h*(+P`P~I6nH>YNeuG z69qLn&(sp={?1BEUH*E4sQ$LJsh)rg2X;;g=~O(lm~?7!=OpuY_7VLDYNl?5GLQau z@iuKX+@``>-AC_eh*&p44^_quCm`ym**9K|L3bZK_oh{D?vl$wj~9%1(uANJ1H#`UO%V)KfmhK_wTRp%{as5*GB*wU}&@Y7EAe1 zy#7w}KOf@A^P8y-oNU*O(HQ>MB5m4SwJl_Oz1udA`47iF|If2${&7;Wt-NC2Uv<$h zYZw^4S)Ee^7+T7Zf0asuXZ;Ay)_j;`>VI1hgvS52;6J(bzb*JP*8LX+e+JLz|3$%n z7URD}{7**vFA@Ker~gaDKNsWwJGJ1+K+D*_y#W5J3%{4C|J8;6#PTEmwI)A1m%#s8 zlYbWDzwY>FWBUL1?zmjHhxskesv29r-V8`H?K*P99!c_hYks{OK@G{pwsQ~kDoiH2e2an37G_u6Q3hbd>YeXsNxS5^fDLc@kbC=DD-;Hop%)-fl5>U5zo3_D zDf}-l*oM^5NBo#;yoWBl=Mj*8-EQ_?+!6pQP1H{dE|GpGyhaLC;7(5N;7;o*!~~fC z%w@l_i-#aCP=C20Cbe&uhwaS5*C@SeIg)?3juN%ZrGZCorW?-;S>JTGX(cB^|IBl~P%^GKjgSrIlSdSI-zivzA0~ zv(=PputvEh;lGgC0YqP~R>~~*fu+8^3l_GA?gqzl_A1I;?xpov&Dp)Q-j1%e zLNm*i7&E0{_%$-EvN7Kvu~|$OO|Kz&s0C~{BV$4|;S1o)H9DcG#bYlao(DcfHeM+<9uY9!* z(?AWkQ$BHRF|Uw5Y$mpFyXhGQRbXcfnc62A4}8VpnFTPHa zN#JUS`WFqml|JJoZd@F1ia-V*zIUx=>$6Ikx`HbzDyqLwNd~#!;~7N6dC%*YZadXc z7f<(nQB6Uuyi!`9%7Bgi2IQ{(#V=B;Mtmt%8R3e}DIdha&{s9$(8cW0ySW!lcz3Q4 zZh|we0#W8}(KbAXQc2BOq7Ivmk-r(C<=vf!J=6e~yBbop{ z9&LD!=HbYeu)mykzvHnVMW4%^5u3XZVK)xv+Xn#F7;uVvT4nmo!;n+ooInUrK9goD zdY(NWthyX$sOO@(@P6OyY|Y#XcC_%B2dx|@?U1Vhw)lO4FT z4+(Z8eZuhD(BE)Kps@HK+dpoEr}(bLgE$D7D~e+Ic~if&TX+rFlK)(v$AcjF^0em; z?BG5Y%7n4JYr>azN}|}}`flHC1^i%OmhP85`uZN5foH>fmSQvSN~CqHojey;t1+X;Eo}`xjOsS1;b&I_u?mU=46=c;OpThU$v#m zqXoeYNG&I%C#OSy*SuY`GUzmX|F%F?rXmRh87%Olkg|(bhkF9aExBGkP zKus|fq;@c_%SwsA7Ub9Nks4opJJYeQ<6!~`Bfy%qtud=m?@813d!+pcm zR%@(8#hsQ1i#DhTw7Y!@s=_MstBu%EWcC#Gs48QiedDOv(KH4BrROhVX@q@}T1EjN zdv471LanHFNuCf`Z%#J&2#*Q777EK7v#l4`pNc0>MPD_*lmSB$pY>xg?=Ri^dJS#X zdP2IdT9It#?%e+jJZvi%uvl- zJ!Q6PQkXuGfLJ$3Ec+ai+=d5-e8>q~H(~e6c0ca@UTt}1M5y9*T6Aehvhy4XkEeEx zE-y5RAlp?K`G|)v-uB+D2j6X7Ru3fg7-oVp7E@T=JUtQZ?4(S?s+z|HZrK5;6Taak zf?AHm2d0VhEk{=jc@}&v9EVqZi;X!>(^F;kO!w+6-dwB>(Kru74tp}~nHdS(oJ%@Q6 zOzfr`y2XcEVP3n`+0k=zk{7Y!klK6`-4hUJ+1=&7%a40OmZt|m5JFwV;C$zzx7%46gV_gh16?;5)P5fZ)0r{* zG8PP~V6dYj5r3DKwGV93n-iJ9M zqA_2vSJ&XUVM6>EpnHCCsiDfEZ_qC0@!mvLtFFG~O`OG=d?Fsmt?zldPkbG(B>2b- zL4Rfa_|QgLzFrw%@2!)bD$Uh)Bk;`SS z^C@lb2S(jipZzl&=qTOxuCferxwI{uHOQXBwh|Hh(UN>i7`+=+adJbhSBzE24|!Fl zYy=x+F1E?rh(QfeI&J|OBV(E7`ZU#PYDzPg1+WwM7fD!@aEhUm(4^^B`H+2lDJORu zpySskmR;TQZUV-U3|H$Y#=mC)p_fW|5OipMVOy7aclX?Aqv8FWNNjW}3=`BOqU>8{ zNML~q!Q9CZ{m=nhx00tNUm^Ys2zUZSJc!+N#rvDxg!I(0gEyaBVWwIT*rP4L1p6#@ z@BQ8dQ%s^q*L9ai{E&G}NMhWu|IPV)=#$1q0wu;8{78S>au>pMb`rC5+Rmcjw%*yG zzG{M(SvEVZS44c<&n7WREqRl|2K)f44T51T&aKW5MJSR_;y?wk#+`fcR-XmZ6VS;Z zt=x=ItBrT?@?J=c=ctRw>b68wj@|B6(Fp55WAf+Uw@1%)%qU+_Xai~zOwe$Yj%=g~P=9sR} zblvN_5VZ>$-mml89Up3Z-4!alsJz^9g{c$kTBSnqTL)$4s_c8Y!D_Pqxa^d0poVqq z!$BKfL#LW~MG4(LR1m^{TyWv2W1Ac?Kq&K7WxZY2>7S&4DM;Wv{Wf4-p_vq`Sx}A6 z!_EAt<-=#uYuYItwLqfGuqBsvA~q^d=5~(ErbmX;1kE2d^+=A+`N6wy-6a^0MEKf;{O8}g zWQ55shBh#aN4-Yv8_DYl1;_{uVqxuKvq~=B0QiaE6hZCAOrzoOYZD2Kb~3wssq0Fc zK&J&d!tIq)VbzcodmWl0Z%qmLFi@e&;hp`MuLh2Y{_!EpO*J&hc9nrUOYfVY%3YL8 zc#K$kHXh^p<}h(2+iiE&Z3d^4vO~XG>4c?tAda3E_yTon02@^J%u0$AO`(GLn)?8l zA^YiEUOHr-XyEgJ0XiIaL6^$3Ny5h_ts{^%0rUC<$gZ_k?3th(Vj^A#L5Rhp` zo}iS5XasgeEePz3TVyVsHXwJJq4{)#{FM;Zhyw&PJuiadwy$xPzPYNwpw1X(IP%%^4?j1#6RExd z5{;@0T<@R42PE%C77*_dVHIfj z+gw2{K}2max_P7mBLmN7R-pekqd-7L5fPWBAWL7w!2b{s>`|8@Aaupl^31_;ad~t9 zH&!Wg--%t4*9{TZtH8!%I_OuVteY)s81RR!-a+iUD+_TxAzZX_H&0%z_*uyMz_M(7 zk;8~^de1$cfDCU}t=3~@bu!nPxtvn#T0U+j z556Div`L&s&GVmBA}xqUA!XA{o4U@&%%|cAk43ATlJ;U~`av=2ZWYw_pNy$g`pzJ? zyF=}_?XRQZ=)N2HS5*VcXx1cp2;@Vgs$`3+KGg4)DMH;CpETx2qc|?xHa71N@_0_t zW9s-~A{&>RkM^!}>PHEv^x?0@h^NIWSA?!sMLpckvxxFpYI2l18TBp^9^O6LfO|rT&=qld&ASN1Vh5c z4y(K>%y}f^QORF-^O_uHxzX?wxW~oojReCo<6h&HSmHuxGSnViw?y^0qJz~hP1p4Z z3$j(m#+LM5dnDJuX{l0nx)9I*q_|u=+i{X}B$%XylHxCr>)GU>lG{mxo!8!_xN*OVLidZyaQrbU@4o9wWO}J@wYwRIsN@33 zT!Xi}j{!>@7iZ9Q#k{{Iq>U;j$mQ+%c$%;ad@=l0x)B6GbtGs$bNPOe@KmoL!sy-B zEv>;1Z%CDOT#msVyK6C0e@(d(!*Yx<<2@Qgy24Z@qD0^+_Ca<`rbEhnnA#*LU%$Z{ z)|G~3{5C36Y=K!crV$3v1O--RSRy6Fi%AdgFz|ms5>rLX@0~ATVsD`a(!E zC@N<}2xXoNM!Xw?58t@qlh$9C-B9P<0=n&ySqc`v!qovB_7+>lgAX&`y=QYWhxz5w z#F*8*^s^6G+}hrTSCc{j$`fH#(6{x}w9M&Io}->qc}qsvVB<}%(<38#(#)|NUv{X@ z(wa5U9~tJ^zlIIXn8g)B5rfkK9m)OV5dIJ+X%i#Dio8UCjfQ5=chL2iu}L z@^>R_zhR~}qOVzC`IND3C!~XuR;-C0Jn-Wa^X5wg}ITcT4z66)7e)?EQfHzO_k30b%hu;fNSt zglLzdr!EDtSkIX4b~ZNHK)v6iX{7vm$eH2!W?s>QuMaA7|Ip8uyTidFG{W>3vjfCo zs!T^Hmj?CIrdEpMYt=cITwJmy)-New=n zuUG4k2;ct;bkQ)!LkMGjgedOwvJbRy&klaUJQj$(9!Rp-j9e=?)GgM%-(oPlG8}S&IN@Z z)b#IIbBFR~xBKQ8NI(-5IVJH&?=|J}(K479UC@-L*~=a!(L!0z}8u|m3V@VT+sl=kviN z==FL5bqpcFPf^R^3<#Toyssl|K0I?H=NlV{#EDs~ZyYdmf7y>inWu%?6V@;5q3<`+F+ zAO4V85ZjU8*@_&nJwVb`J`TT59A$e+@3UuYS@?Nxxf*ug&hai^aZNO}2Vh@JyR?kk zR*i2YIE_vMz;-1t4Wt>f$}bPNtEm;lHoA=I3__52Yad3c2{_2WCI zL0oWKr($n2pDn25PW}aOV&h9XLuC>xk_RE3I!DCnAB)X+{~p)3o`1v`yJwe`7zR2< zrWuwu<5{$`$Tz?3ST&Z7M%G#!{Q8*6z2%dc-ofBM-8VeydJWEg>LWB6YRf`y;*!0v zP(^o3h-RGu#<}jrnQ&Fss@A@*IpHI|qSAdzeI2+?oggjsUr`iD;5m@aH;mSO@o?(9 zDOzU8Z$@4u6jG#TP%+{0!UHKoS4{9}swW22xu!{{vN;6Sf&#!eWub!P1YAIu$WDd# zPt1Fk(e}nS2%Z?NUzj|12qJe=x;ZL&Y%w zFPDnhIKag25TAHdAbxB#R6PVgtLor!x5@%w$1<8RrSOK_7uEc8PVeE``o#%107IK0 zl|6g1keB%Om!Mq+;#z>`Gsm**qA6s?$os|B@d!qvue?FhO9|_nMUBCusnX=Fy^BR2 z(H-W;Aw3IAAGQ!;UCRc+;HO2Z`2F6ByoTwi&J5J$+(tfMd3}VrG1?+>Ws*v#6j@u8 z{mEfhWBJD{oI-UB#ifHuf{hq*&NJ;*T!y#K7TesQ^WZ+6kMl~{ISL0^&Fi511Pgi1 zx4b)O#r-a@kWbX9PHXktpFr5x@b$^Lv?`EhCBOY|nqBVGtpmbgr-W&_?nrQHtdUQ5 z9#5tqI*@P9=}qE%!PO9V+GBnO6^qK}JvpM9Y-Jl`?0>9uBp?r0`g&u%5AVgPYuH0t zf8|&A{=i%?hfyz7E)WuDOWZoFa4!?DyX!*CIT&`TlANy$I!M%)*VMwwv0bVXkOI^@ z>kqvH7{Oz1Tw6ZPb1jGOjgPrj0M*9)E}}A203hmxG>babd@n&3GH~#Nt{3<1ZyJpn=`TRHZbgV0&a0H<7?y5BIuaIu@z&((h&`R_DSOWt`r$I+ zF<&>B)D00JQ(t)4D(`~q8mq`(dvyNbAMWYcH|#rHqE#1UH~f3&$)dLq6g*_a-ugJR7QjL zZCrCUGmzZQs}#||7Mc!UGQL;QxGwNkThvDe_KvZ6u(C1%8mQx9&n$TZyj;S2+OmS zGCrH8@XVH$^b#})4tJO1WouR zeW{CZ$~o_XP%uJ`7@%B^vVd!6^2ita1^ z``aI*Y${admcew~i`;(GUhNpQSwv0qNFj&T-}~3RA>VuKsrY&u5_UjW ziL7coiKnTuzyJg(iLEUm)n!CJ0}XSertmbbSIv~@0!G{g?85Ti;bm&)9c<>a-%(<7I27glGx;J}o)Ijw-YsLniT-Q6Fdiu|u>( zCAF4!d+CRN#0?8B@-34${Hh=UvZ>PO^0 zKj4+k_3v@Q^L@-a8R;9YF!4ISJJ|Jomh19V_~ylPxhA4!cclwg%WJ^UB-nEnpfe8()YW4$_$Dq9IY!~9%8m-ScEI2Ud5xAzmcmsRb^hO+REkB+UFs!HnuzDwUHU#vk)PMD7+0x*`X7=w?-5n8KwQ43T(XTBPd zpmZ@Wac~2SE+L97_F#gN6ZsYtE%;ZJBhYuMe}~IWn?G#>VFsj6+6P^+BYE%fZ*zb` zr()=yHr@q5U)b8=s~Nkoz*;)MXH{>NvG(O5?@AMQUoiEPpyXplaLTy%Er87gl&`09 zN-Xw(qFn=X(I1%Sgg7mK*vH@4B9K*mjgc@-Z|SZm!JPu7l2`eUQpp=Hst#(sIL`2u z1;0v=)#0a4&&`0@dW4lfpk!16bgvV=dtbaDP5m*Nmoq3%02t^7Yb8R%4EiE4MB`ka zV0Hc_kV;rQ@8bLJ`B6O%%7Kwpu?xVAOD#5}{Y5)KlWKfuQ@%r@g{SK;!$sdPwS$_E zn5VrSEcZd^eet0>6k38Z=mK@!a3LDd3b}y6fUxXxVGY8=T0)c8`gBeWz%*nPgU|_4 zjR(o-n;SyAGkaYpUCc}Y^bWQH7z;j~J5r`*C~7KIJO3`(Qg4X-3C17hoOQ?E<N| zdDzHjq49v^^$x8QkjvP*4`c?3UC(=NG6A8&R_~DXriEAzPjRJO=nLZu8_CSI%*lc} zOw(#5xTVUTcSkKj-syfkcd~*OFYNYy&n%ep&4(Jru{P}oMKc`)c*a(HKM4!Lld04x z?zKTDtb($qv$|d*7NF|7T-^dyrr2HGA`b?wmTPBnxAdk7LaGF+yjlYG7U~6lnW^8&zTIj`(Q(MK>;h44= zGlX&HlsQ28up*}jicLM|b4cr2w;^xxxi!W6SsuP2oc&Vo+F^?;>!ns{lj z^-{nbAKekn4+hbb$$sl|>9_w3OV3g?1_`{?>9~V(WMTST(cX*8LXgwBUNA01ndi5) zy!vxz2&k=%HRa7aMEt+-jiUiP=SE_!;F4yArVjVa1`GRsj7W9iy&RlGXsxjFl-t+W z=P23oH*o#i)@mzGGocbSUtWB+ZuvzGW3~nmK5n2|3(Rszt-joLChv50q@bT)<4StS z2Yku7IYVInL`I58J3Q}pvX61N1SasfKKw1S1}|W{=LK1{8xt?ub5^^?UE(GvP(n&BUW^gLQD2szO4n@L^U)&5HEP~@WO4^hmuZF@e zs?1i7ORVJsjJ`hNX-t$OLdDnxb5AqICU;2t+xtAMj$6sS+f=yB=>5t(_M0ud%hZk) z#Su*r)K>zam{gh$%Ub<7MK^b+DE4jZI-st8y+z;!fYTrzrJ75l7i{ZcK7d@2q;VAk zUFNH;mxjaPE+iD4#?@I-Q13nJCWD2pkZD$s#pBYH7EDfi!FcydflMm^V3>E(oi}{d z^6vB8RJh4i@>jimxoYXDTn=$&q3)NxzsWRH`T^4QU}g0b>x zrWDU8yRr9AN9|ZkpkA_k8agfrxA3gbGZE_dT{X?>e0@*rcLPmNP4(pJQ~WC4L@*{@ z^%?giCUa!gKlo&7W`Xlaw5C+2nzVqc_?dQPx_R$4y|CLFG^uIp+Euwq0R61=>=|^< ze<>%dFXSuVwVg3N)p}(`AG?Bq^64eIw<)+ps_)Nr?s8_7+knbZOKf=c`|bd$i7KVX>iS9x6)3jO3XGv zFL`0l9)p0bx8XTV8Q&5OWJsvX<9twn=@Nt0Gfw4-nus0A~~ zu9s)OvNZye$UgO+l((m|`BYm-cBcEl>8W6H7OG~-3!)(%si#=ak)kGRrg zw72rHiq-9>Vr8ajOE)3-@NONu$f!qYfMe6FDXW7~q^N`=aeO%d(J z>F@ON8-A0P9%+I`Z(8oDVM??X{;#Av@ZcnGq4y_Wy2IAi>@ zj3RbhQAMq!%~4E-QVu8DhW!<7V>Z3VAK97N_XGfi zumw96Q?>IY$~q%p8Y-GQoo1>1jPRB};}nF`w?(**gPQ^~5>y?d_VPqu%a^|wV+>i~ z>R+kbjp%X^i2*Ev`H5r=3&NICT8LtUp5pXz((HU<1C>U$sv=5OHhB6FMP{Sq3VG?H z7k_R{0nWxO*#FwyfO)}}qWiK;5K+TiAu__Xq(o#KjT+#zY+>5lAfaUPEoO@qYYd>y z&+KkD)-K%N-eMqCeA?rKCin{iIU%O8Y+cn)E} z?+0PP2vKeOFx3t>2qqf zk1hN999x6MA~%#(d)>RTqv{TCW##z*E* zbAB;6iAM|xxtj`U`=LP;J`qX0A>wLDy1x#Mp39a$O-?XO%*Z4IH10bSu;sF`=J@Ku z_%Oh^XG{A)nXjw*JI*D)N79%7xyI8j9)7Wp1R{huO~VdC2A0XIy=BkRGw<>oDr{@t zcEG&oUPJE1CRy&J2*nVZQ9wc0jL-Drn9U1Z`%cIYKk24~;updYJ&GQ=Ez;ySz?@;o zxwLhH!}_@y(famha_rjGkLVj&SF)VUfyPUmE1*BO^4_)_T`(r#X@1wr^9Dr@b?JeA zr5;q^G0lTE$?2F1!R4p`!5&xxgx+?v-g2|uaM?>xPH#LccALq8Ugk`eRgS80wR4{? zx=%V&h<`PgRFClOFm@}`2!c49lwDfPPPG;jPiOtGP1onMKP z=xL)biq73<9_vekX5e*{G)7j4EAfLQPfa&eCGRhx-Z%Tcm^3Eh+S4~aAptgd=kSyyek+J_Uh%~m1BI1=Q(u zStk_kmOSJ0u-47%Q|~?bpK!VGnU0tRXzAM1R(;t7i&4@3IQ-E|rc8#L}D zU>Sf>s`L%B`>=eGOKqxqw@OG9?N;H~AJmH^|E0D1df!PGhJz|iFfImXhONKU0)EVbm;R7s8#hQK*N~fmX58$OBi<`m2%|$&DoPF+)rSYg9d}kC@ zDC}6$>!(ttZ~$o~9p(7w$Yk zUwn~#p^qmGFsO%^9L`W!cQqi~WV8q>`Yt;l`>li5d@Dd_nu#4FFGgi;{`nlECxEmF8d7~rVF zvhGTe!hzR-k^zw3PZ7HzA*GC!m@hLwYbD==H{jXEPv|C2k!IJrQ&`bBf7!}6-!=4t zsU^F9eHmati8R9k={J)h$)ze{(PR2UkWL(`P-rh ztVQ6+Y1h9QFeziFOFxfsX2WzqIjogSxtF4h15dc+`1d6jYnvtZrIh}4Zz|`Pr}A(8 zZn1!S*PFrfcUkloJxl1jAJdj@@HAx~YBeO#V5~F5n8VL$o=yRU4=lsFZ1c|-2;91P z9e&BSnNQB4BXw)Jp)Hb&W1HZ|u}#R``lNJC_}6o#Ch@~LA-C`#?I#2N``?fj`)(xg z-3IFC-uV9A|MRl=NwU25pO?iy8|ptVi(mG|e|9SWEXIF!DnC1l{~UdO)(!tT`utNw z{iodiDJ}eepxh2eezy4A3jowY|8FJb0b@Y(>>DB?@YGmK-@9^4pD#{UhXb5%7D#Jc zITH;*P{bz$tWUdBp#%*P|M@@$&@&C0ySIJ=a=phTyIb6TZhzp^wQrS-!4568tIlyO z$AGLvg>A)VF>88145m(Zq+PKnrRlvq_jVf3(P*@)vNv3STGX+h#nFJ&t&=gcOgah4 zeYUnpb&{jr8C4msE8%cpN_&;O*`V~SJa6-1)k$Tpc4^(|V9FI}J4}!xm%@EK7Ft*VQ>tJL&jn1%j(FR^jAVoWn^+0pw;Zl1J&y_4 zGM;jdJttEf^vkbEXMEiRN46Y5?RL*8Qo+c!z{rc7FH> zg!<(>qSSV2=|;|+waIoKfv=BwMP|K*J^NhUTHCRBRyEA2pxnQ94J=gOu=jYF3=V^v z2TYoU;(PtuQEYxh_`&n(v&gml(zbhX7GAIXfCx?^n1FQPfYKx^Pz6?$n2SIxeQePg zS&r68uQ&>~S%7I`OJf^<`IJZWwbhF6kM(P)qqI31j0~MTf-;cu%mUGG!TKxoa#n41z|uWF*_j;VNcu2x*6+m6Zp+qKO?{CSBL9jH=2^&)U!LFHzw zTx8>nd@?vR!gdQD+XF!0LyC(P-@cnpX>JD=>1Xj9c?F$lUX@jo1eUhxhj1Zc?5O9e z)rc%$1lGU-oMYE8&go03yW_-;mDviF@X%ZKCK0JQ+c<&?VyC9aunTFX#mJrEIttjD z#8}T;IHH{FC&gC{!@o#qK={(xX$};qJZSexW?holZ%`p|!72%)WHOkvJU$;hI1iSq z_tMD4_DkK_tH;9ky;}pLt!hUS5c5<_zZ{ia@Q*dODA#K~6sjlKSmZ+(aJ!kTZGw#5 zO7h}x7A=D3w!_@L#+Mrme7c(J-I($1FZc#W{Fhq2 zYS?5b-m#LjALiT{tDFfdx6&l_7O|3m4%pG^mnkD?K5YU4^D=dG&VxD8rl_c-(t*b5 zv!Sa>b%aR(MAQy1gj8fWq?q@oQ~-Tj848RDse^oH{x8PfGOEh03mZOiK*2&lQ9wdc zTDlZ40Fe^uR_T`5APqKM(%l`>n?|K!(`*{)*pxJE;#>Cy^gQnv-+132$8p9Jc(c}A z*SzL6t0^ch3xNV%8dp^8_YA$|Hhva3lzf|lIsB-|z^Z>=Tx~j0uvGWUE{BnH+-|m7 zx6MA-$YSx zJSr5wrws~v3QU(qK+bjIbMrP=oe1f&F<9b!CA9ar45{q|ha`N<_-xw;<~b_&3_Z_T zfH!XoHPY#X(P5YAhpIKWAuQhV`+9}IcF_*Lp_QOLxC})0Bl>PsD^Sw7l?SU2)655Y zt3~qMz6RDb(?==J{=jeXLk3rGwE(zXEtp2Nm^_%N1{kp?5A;fu+cA3F^(UV%Rob@c z6W)t|xE_e#xf#~Lj}@$f)q73i_*!SF%o*T65v)H?>d7QEQY2#{`(vPTE z9HB#yBpv-#_x=!c)g+g5Gv&UH0W~5B5%a7WFM;cir9}=mBe%q0cT4hB>81Q&qRC<$GJ;FHmu(y>K}#^Se%NmA{CsO*p`@1i6w7i(|U5>>ifWt!`S++HaK zAJp80`(M^mkk=oTn3MEC!z-n->MQzl6BVk?Nm=H1KOozh>t_Nkv8V@D`hvT9xy^+n zE9!sLKHDl$=1o*)p55kr*Rrg#4=t`PwXUw+1;=6!eTWV$=#O=qm1CdSq^uVBAllA)wrU zXB=wES0a~4iqTi;JPw1EDEI5f)P~Fy$087f(afkR=^c^71v%Fk@%U~dbKrjSe6Ho_ zZ+VF?bmOY_$FkJLPXtes`g*_n(*g+atNoH*-eAtbik}1r!l@{GqhvNpY2B|AfC-<< z&>Bc@6lfJQ#Mr*jKhzJ?QZ5$uktje6Wx}=$u3HWmwShir#ftXt+XvgFHRh$l^;q6= zruDh)EQM3a{GZDZ{vtLp`oG(Q1X{nKE;P`{G@QrlGdlS z@PfBX)jpd{?0tApL#0`|}MC=rs zueFj5_X|#zm-v1fA1E1bLJzMvF8U@fCt9ERcPipr!p>#KGNb8~Ok-(d&i#@adoHn8 z)_N=o*L=AE36ksEr(T|yj??6SRQQ^v%7MqJvouqNH>v9_t80OAjCMTSd{ZSYz=PsNz(u*kUAB zbtY}d784$}dJ+9ta}GWit6_x@pY&6ii&UAb4C;neaks~|ZO3hZ+@qV61(G?!G-U0e zE*)+9-G_tQt>X8yiZ!Bw&Mi6F0&dbbLa)tlF;dndJeWT5+hmsDDRum@@!@icTv3ke zKr!rCXd*K$sL1y(9H?WVmrLW0wQ@Xc1T_Fp^lP!)RLAcEse-DIElmF^Ol+tt0!$50 zQ2X5klxXcf`lxTRZ@e>#S@GIadq@@P)63Zg=iA_83}`|k1nM~?o-;{~>Q zicV>NvyuB<6jAHgfr2SfO|}u6@#wz>%-=8gPI-8fE+a!w*&<+v!w5xSr}NR?oC=#= z_;pQeZYP-HjOrHQrSHjx4{&k|8Y!FnD+1_QA>#vgSx>zG)EU#N5aavS>qKpi6d(b5$8lZj<2i8_d1TujV4@ z*gjiEkbu-=m6j=6Y1tFWjAw7IwgS$fAn+M9F>q*xEZKm*qpM$+`I}{F(+4J>Y8@y3 zUIB!R3Hgl1#~fr@U4<elz>;#5kycAkT#e(emFEF}E4t4Ja8#RWs{ z<0J}}eAV5!W6%`{27`<8U5tLar4aID7Uo}Gy0C^vKdVx;g_brMaxhC+O+nr90Sq+Q`V3d2B|?YM)5U%JYy`k%SJNEujKyDKtF6-}x5zN-2~Hy#QAVts z?mV(M>02rkww(`uFJ7I?=_rwBGfsMMR@5aPQdXjEVVZPU@j7O!vEi_YynW{jXhQ63 zAtm1f`60_5=B&-3K`=rnld%J8s?)iTld{!PjMUbE*FKYeE&$b)v{JYo{EnGSSq$y~tEy=Rgz*rtPe>?8NsQnfBw7;i%JiWI2O^vXDcNZMrm^ZIWq|&%gJ9 zNH$$v#Zf5@a{q^C;Az`0pNu#SF-EJkQw9l3j{uIl)FCR3a0ZZ>Q)9l*iJ-Ev4 zq?2m!SoO<)J)0JF=f%VF-<}^`iXBBu2c4D4+2z=bHS^kQKnxKwz-KugzdRhGfb#c6 z8w*9oiIeHoy&MIRq})Di96k07R=TiwW3c_-ov87HR0AHhN%vN9MLQ6%MWM!P+}h2* ze*{b-+-YwnOsoGKs=%F3Q)w@nj;##X$Z&`MZGrB?$(uEAKvL8f-7M!i83qkhB(w zZ-e@hy-LG+l6Y)R<}dm<+uOK%q%A-S*P^s?5GQWT&9$&1{{dFjv-soh<97RbAz;_} z19@ZZU3fvj>G-5gYLAYZ-Il8LZ3&A#b9~mrY+f)wDXfYRsgM7lJiDj&aK*mHhKNBn zJCni5$*VOs8|EeQJqX8v4b=++6SRVL!m8Bj+X3a0wfYIn2F2Gd?qO1@^Y*ffvUEOZ zIz!h(0k6N+q&at9$rVr>pXUf{X|$k~4OO7>yPTzKkX?a{y?mZJ4E6%;fM&S#&Lz75 zjGh{z7HJR4)8cKBp9xnFr%N@!uXbJNkfaA}G)u#({zlfe6wgNIV}+?iFrQ1)N&OBY zB%xa5aDQtfdY^)|u#IyC-);Btjl5isYN_%SVw$1zgGBun^PLGRU^tSMnqegrgJY7S z(3F<2(fd||GMB>WN`_})X@HEuL56YpV1Fq=JFUi3T^|J6V3SY&F=(&PNnHI}y~Ctd z;I82?6LM&XHUt&m7HhxiT(?29{2Ll^pL`{rG_~$RAz(CzQNG@C}@S|I~ zxmn=oz=d-=z09ld#>T2;I=1^pT6}Mh)P^(e|L)eauZ8cRXUKBP@-^Nd5aUtCDv}I0 zv&#meE$ScI*sb5)vUgjbXP4MEa$9+Thom9JGtQttz$m+`a z7b9B>uwR5#;q);Yt8Bes_isE!rnn~UzN;X6Upe*AE{l>Oa-Nt$8-soCvi zg{7}_I_RD

44IQmq=ErM(OhbR9#Cc6&vjo|<%s3CwRvwtCAesqjKE zM&cMuHgX=0Ky!w)Tynlkn6_x|q7s_xLsDKadi&4t^!cZvJM8G!k`5gu%#)+a^T;bT z5{r3Su6r}g-n}|$N5V6)nf}Zx!&zpxT=ECt0Go@X^p#zly*?^_t$;KfmHw0iFf@J{ zY*h^vjVEJxCC_QK{VeN^e0#?>otjNMPYhw0X$Yvd>Spv*t+&wBqxlNIp{!cxOTyK_ zj@&ovWd?@Zv!{0fR`f{{e^E6SG$}w8Y*oRq5aX_PHtcw|c%xp9zw`RvPY{#lvdple6K{v@3GC7sZm!{F>1)x<8Z1d^4)T=dDLDtm}eA0kvP7l2ZQU9GJst(sA# zNExHt8}E1j6+2G!8(6I2tdqIC%sjx25$C$j(d!qv^F;dQ|8 zK#6kdu-ozBVfA)Zf#Z(_f7i{VXX}r69YY}Ta`c9Z=7i9(dBsxm+wq9#s-U3<+XK2s zug+=MLxbYzSdh$%+5G}{A8PQK6%dSPQqbm>>WuN*7mAE1tX^Z0h)<|JD7^B zzvF8k`QlV3jd$=M^NSR$^;=dGkIvFn6ZtBPL}{Q!wpXyFy%sfhce5_@Q&FKgYvZZV zv+*p8zpe((i2F)vc9vn^Or*DJm*9qz@{n?KoS$mxD|2t4ZHUSutiySwIS{Dz{OcW->hXD*&(5`ld8)22o*6h}^N3#cBCFOoP+ZHkPvvFgt!+w&b$IWOT zXNvU2W3umFHZohBbYnbQ8Hf=uvP5UM?`@Zm*w_l0jLB8fadB}De-zoawgmFvmjx==+5=G8eV*s9g+X1zC|Bbtl4CEWL6 z7SPc)k`F5Ena#cXDY{(YFN&y*)p1Ez)jPH=r~QP9CFB{`KSfZuj`i*ku&UP zdQ0k6azTF2#t`4m`!=)E0t?CS$rVX=BLn-mn?(x`Mm<|Sb5m%{m3Wo5t}T8sie$+N z79NRw`zyA{Rb6g1nWkja5tTF6-nFIouMuHnk{-)+rsx$0Zc5G_`1^vDX}ulm-145& z^$?lYcIUHeB#|ZKenHXF|ESh8>WYW==}8~8xCEq#MtIa=D2zKtQ`R66-k|_bG}b+8Emu_D@`%I zWAqD^W0`8Zwix9yRAP=&loK+5C7a8L_ZvRcZ2><^j;(6*#T@Hn^?BfjJR35>7#^Sb zFS>$IEx&b_*tjbRJGchPV0tlsq)0aH{txfH*Ezx(2B1r|x?e-$VxCF&oT6JJq0Ii$ z!f=?aBhYcDf%f8%n8-04>}w-wyf64iI_kTu5q+RQ&&s_m%nXlwrFeS5w|$RlL^BRepjhs!!5kuH9gKh!tLaRS zTi(h^9g`19x^Q54XT4n0u=lmg4}aNx0}|gTo~v*0tCQj;RzZDCIQ#4KITD@10+wJ0 zvVB`PM;BkVNsLVPZ@_VyfD&H()V7y}Fp}KQXIEnCHMx?;F~zH~?yTWwQc^KBuz8J4 zTWkE+H@K^F5aap>`Ck+c6$e5kv3O$ck#m33B&tVSIEek+OcLKWy;)33w;)?YJHZhg ztG$SEhcAOgWqwwy@O@6r(m}f5a|?IfMu2_2-m`@!sA?$b|5N4(oc0Yld$DL@xL-)}cr&dxLA^sIFx;0(jS%4kK*laFB2xFCMKA4Ol4lfB`S%(%lPL)palu00wx%^HJW+a4Ra zo~w$fchn|deij@H>-L)l%X(A`^!$w zS=P404F!crqrHg$L^b-o#ckj?=AXXMs<693o--h{U}$;xI@#}~8R0t~st2Ik?}>zU zcgG|t<@}r-S4w1O_FQX6hy7I~c0W`~7|mqh3R+wEJ!8w|r$~HFxzCe={ELDGAX+b; zKfh+Xm8AsZVrf zJ@&4LnM;gl^?h42wtve@q*ZfE?86OpbYvb(WKNpsXzR46&uvy`KJVy2Wn{It;$a+< z_49ao?K+JcQ*OsQZbFvRUDhkfV^1252{)lx4@=vw3D(<7gPe9tstm&YSYVhcvCF7A zr-ITJZa2eRSZ6kQ+pI5ds`gmjhg%7QO#>XrTQAVgK>N^2`%eGqGU>ST+$v`u0asj~ zf`Eif4bv!EKqRDGp4emY;`}iYd$tbYvP9p}P_vVF%&nsGx!JcTI@jiE7@R+4!?NTA z^DUG*0=F3{!HBdjVfLOhjX|sC>7a6dWGOz1WA;kr#%#NHHLO94EvEG$8kQqxWLINh zw7WKeV2)?5AV`w%w>t_?)R&g1F0C|Zj*?F*+EA6?lQJ+FEidL$x8>Y=I(w(LD;{Rc z62ogYaE%<^s&P}sNOx?$R+en%U5CsyI^HofMzF^r-zD=gMZuuFjs<&Ki=pO@8n_wqmHAl!D%nLgQ{4 zWshum@g+WZm!^b-3NH;IDqVp-1G$8RyH3d0?56h|9inHz`TO`8WqGzm&M(B;eqi1p z?FD&8{v-usiRB2x*abG?!tC)87=ujX(m_YdPW8@%J%FVP*%9R?h6R$MF+8TBmv8gm zTY0|2EYI^>QOE+;n*kEOql{USnUT_qG14Q6<|8HMQCud)rPAiP7p^#0!P>rlFvtn> zq=6~klc8Oc72N;oK>ztFIg>(~ENo11^C!`T8mhFs*lx<5WUK55P%^*7V#4{2IUmxg~wl^t`+%T5d8tr&-dP#c^O3zYSoM z!|`rm-y~SLOd?tF1|!D&v~_Mf507-yd@^kCl`9|~`(Ut4>GG|w)P zeo3r`6RyM7Y3U4D;}`Xw)vT2Atm|}_{$Bi5DY$Tx9oCuMLQiCG8W(ru0(k4u1sdF*TK?6-PI5DTv77zJh;f8 z#$52=(01P0ldPy-Qf)tbi{9e9Vot-E(55e88ZJ@%*=`p|x(j`yhe~5skM8l63)POf z9lJ36vl;8wn=Zc&^8A8H_fTKj1>Y5%Z_AJtObl_YN=YF#r9V$H135lRcF7C{aBfoE?6qFF;Alu;ZT@`fH{H!kZ6xD(IJ=7 z3`RA%TX^jte+YKXPkclych>g#+)E|1-84A-_oGu$CYZD=u2Yvy^K#*?>551ui%#{3 zgG(+&US5YI5NvF}bxY>ifEoqC@uNOjqpDAm1+um;Iq@eDF+wT%`S%35%lxo*-cue> zt$d~BZVb#n=OK!<(iO}DFPoT`z=~n$dbmOmU+fbbM?3pO-3(Jr+$8R?;LX?6mO?hO zwRbem^k92Flr!FxnMAo)Tb*3KrXLqLPHLC^O{-jcpig@@+**;8i0oGBDVLDbE;R5p zYBWuh+==iT0nLU_*Ecp|R1)kKtlucgJx~GOpN^fK-SOh`bzwk+qG2^Zr;qpIjsro7 z2|pV4WC7#^+SK|9l7wvMe>q=L(TxjXRuP=@i{&qf|Lx`HoD$r?9;ui~^Ts%_P*y68 z&9~tp;?wcL6h$3V*ImTQI#1PY$cUMN5f|$&fahYDncfNtLiD9!hHc?@pjN8Fc3RT; zCI!b1LK%FKgZzzhLl+8ZALlWLIY|(s#1J%WMRbMt*$$u_EXpR%bCB=5Hlv1qTLz`W zer8#WmeZ9x+g2QTh!auRW}5Z#$smv_mJ7)>{|ZKO6JbTr$H!zL<(%bO@STZr)U{(C z>-Lk)B11&{Swj)#_|;;}>i60&^#Nvr(C2C?4V3(-6F;s#k#bkZ4-Br%ksTt$&)Ekm$9f2XWzA?PKat=F)c-OJL z(u=%?eEwj`ab+>tUn(^oJ>uwF#TEB-_Fl_L3gBf`tpv(W`ToITkk{&w!Lxc#zGJSH zxlN5@rQe^!M6y-an){1Nltc`p1}34vs(!XTDrP@hyQ+LrXnarBR);o_Kf_TRObMbO zT2S;Bpbu)hJ(_0a7f}rcx?c3fmwrI)*(v*gI;L6nzFvuGwC*IejT!AZLC2ARJCCDp zF?1&^{bUOyh)P0J>kM&!R)ogEez8~`EHtd2ZVqOq&ZE!loZ>F=svM;+uQ5gDc1?A| zUrzS4ydKcoj@U>pWSt$VuwV6S$aVDJis&?aqWj#JPYAYny$YX{l7UOC8W(k&Nb>F% zW(pFA_QA9c_2hr~%SF~3{pVquBt85JsMK$;WG;Si4fVg~Im)j|j^ver_?MYl=W1@J zp=w-Q)6+Ht??&6AGkSZOqYv3~42`7_AuSzbCZfYMmz$mKDHrUiAIzwWP#NSgAKZa5)YP2eN@99XEap~e z_BH3Z(p-{PYNno?ul6#2(Yae9=oaRg@eecT5f5^2$e3MiAhj`}%&e%{c1vaRUqR~A zpQVdy$?=o3bW}E!X)L*OItK)TjFx_mkUB|>y;CP3sbnCfF|C2vJUn?wC;JdiZ`Wrk zF{T*2CZU^VD@QLZLmvtYBiQj8FA%UQCru|Wn-y2&MgG*;nU=-w7ttN*Fw-rRg{W}_hoio;EKq|{M;G+__+2uNi!4Uzd2HRKiO>V+F)}&qT>9n z`SEDr9z59ZhpbWm2K>Dx+5L2y6DRr*$8LF4=XbYL7PE!x`r$lfR6Au#`$4~%P&O(sL<=cHSn@;@jWTCVDukASo#+ZJh-#amw{f z9b@G5vi<1EF`_@(IwX9>u07e@)8{F9jyEIfChCd!63^!pn8l<*%>Yk``RsjTb05@X zq_o8WQ9HDK0PdIW{H@@F!49Rv_R1)k4Yf?7oUO}f?zb&4g!i_Mk84Irf$k=}$56QI z`ku1m<}RS_3``An*qqOPNgxjrCncsRGIpnq*>c~`=7ikXpNWx<9l>kPpy#d-^4mI| z$e@U8X6pq20C{dRVyM6*F|LpqU0MBR;`^=hJ7HIfJ6fgpal{T2P4(wEIo`X<_e(!S zC3vQ+nC{hQcgxW1SUqPpEV3dY2iYy@}d)5Hj$6)4%r~&<37kipb zTNX4alYu@y}T3>KQ*s5|ieeN>~@v zV2^DS`iaWm4P3tm#aQU5pOL-U$X6#RY$`GwVbyQ&NqaY)=L8PLRhHBnO88X@9KW|_ zZp4}Uk$>Y?VBy~WQklv?Dp59tEkiG}-ReC=VgIPmo_nUr)FlbICUw1^ugB33sY;q8aWTRiJS!_WMD#`Rxo9Zr3==j6!oyT8J>P`nvAyKj)|+3DKR z87*MLB<*b45((FSEMb~!=2h7u;K(YoWbml={JE$}%`IC7x-`znkO~F0;0OhQ{!i$q zg_Ay%{;4TJrY`Q%WSw9v?>(tNlid7=$YI1{uu z94O85wQVF%j(wr!gJS1qqa)flOI_q=vx#33XBW5AHkKh0w8llHKg}`or^RmqG6+)? zuX#`tpLt4ryeRc}K`3xg43)05R-)ASpTHyvj#nfPER)}lF(Q*B@S(!t?*-*F-4pDA zNLi`rut!%PY(8H==EW764Hk6kejg)|YzXBs?SD%9s?OMLxWqi=;rsKibUtm|39!MM zN!iffN&Y5Vv2hVC^`pyQak$n+_JP__05fgPTWRpBP6Uu^P1iku7icZQLFuhzvKGu2 zE?4)F^5iE)k5q{It&R=ZyQP}<^1oi_P9a?Q5&}4_kX7TW&*a4FJbCb0QqRgyPpQvk zY{0drF4io7D#Nc$d_Hu9T+iZ!U6PG^QeEpOOT@<3siERMu*`s=J6B5x{3vg3ixK|Z zXs7oLVu3#u<|KymU{J~}xH=WB$pb$)LT^O(;NMnN%xTqo7L7vU`o6l!uFVoi&`jG+ zu=+C{w%GfdIdZ+^Db~9U>3NSpzgM0<)uC&*)$Ilg^bv(g9Xf#J5{34Wt82$4v`6u^ z%1e;b1!6llx3*?&-U1?p=rZno0rQXZ{<2~C%PR-8HZv#+=0Kb{GaD~rn8h8UTqfB+ zq{ChGJl@h!G4oJqs#RQr!@k2IsHm1xmGb?FFEAbO!9@qS^w6d#W!j)?tfW~+HIdst zl=|gvBvYu@NzVsM;oj)>%b(O#h>`ZQmmyb(F^z^>j0&dtmjNb=7&qRG=$X+=Rh-hW zL7dv-KOWQA#Mxu?$Or0^*ZT)HVm}2xL94WHW*OA@H>48fvV|tfvbM3E#;{cG?#UH8 zeCxzo4C4J|k9Dv6Ds3`|h=|Os%67g*Mt+!$uKDo~$Yc3lDhu}i0Vc0t8xz@nh9O8l z|2i#bP`q=^!NF77mzJZZ!a2CI%BafHSVo(oH>dbAvkAK|S?>mGa26RD7;-mI-h9SS zXeFR&z6joOEqxTA!D@ZMxA(|l@tQ5DdXkXDcyKUDL89 zcJ+q(YYiX#yNuzf3)u1NP9<|;N<_qDfMzVOrO)dPCcU7+Ph7wxUbY&@S=@XM~St1 zja@Z*a5u-j+HO8g3s*0q7U6VW zOruwCBzxXE^HK$a?+qD~en|=a{;r6KlN@2bMR&3u02q4CPioQB0sA*2eA5^Y z?B8}So%!@>QU$0|VHS?RR@eq_7#EATs{3gancX9sQy9k$iazNX_J}0dHPL}fYvn7C z=~SzYX;nAxP&4eX1rRwFg(d`cg`;N37d1Zl;`V-m3|xax@NE@!HjTR|6IMw*e25q9 zAcz0>`e*pHi5zs@z2R?>Pwz=kmExFrYe*U)mghqHPfbG9?jkm{S{;Fy^H9DMz=2hQ z)Aov%8wkR@`%JXrhKO*9KrhToe~WF9H$uJ2GDwxzrcHC9I%93=#sb(O;D_qw4Ei~u z?Pu0^*FuEs+SAXN4^#Qy4=Z6v%X#B!ySJV&8bhhI9d!nbOH5{6s`TU5kvbeDe`~}( zP(hcT2}XW_OAiEY4*`!>-re&-%q`NgzSQ@a~Es4c5YSTqqYJeIZZf0}S+= z*m=Z*Au}-=O&_wn3S&NR|M?(eA_xwyfChcSHUiOFdZ0#{muvLi!2DIAjD~JK zf(7%@p8xaF#!*f`vx0sbMzven*h{Q0-@N>l%j@D~Oa8gDI~Jw74Lx%OGR!mg7$MGQ zwSYAyKz3Oub@riDPS_`Q*})|$1?&>rV>Gzo88C%8X~FUWzk=wNY2jGlZ>H~hLuDz? z$vsGh|0Qj^sKD`>$xkND`(DYm2yEGT( zNjVBfC8OeTiS>?b#l$9Nw_^5xEH`1zi>k$Gu=u9{ znwI$Ff(O1nz@@tO&fPqZ`yy8Yytz#64zBgZ6NszQQK#+pvZ`8P4p0OBi;Xx`>lA-Klou5y5b)ZfBj*vJH{?a|6`ZsQy_A% zK@X;Eo#FcftcO!tgpq}FB=K~(ddcqQ=WKwtYL%MvrpQy!e&q(<`Kjx}ef$!U$;#>S zTigMLFnr+}PrdT>!KJ8XD=qbwPTiqa`5dx(=-~`fV{9<)f4^}!xJUWR(Y)Bl$1nJzTf62;!f|%z5x8ha8Flauv5<`9X1!+A zkfhe1%2Q3klM9!U!!sBA$AbyysZnmwmlKD{!*UN+r|w`sNbj)mW2;()6e6*U{m&o< zLH`-K!TLiSyFiHw)Oq}25YzA6oi=9@5v+ROl`aT<95uIRco4^v9z5b~p|fKVdiK|z z!+t~z*g_g`H9as%^?w^2=`ShycpUJf(+LT4DG``BR4 z7GoWucr0p#T4U-(4^!K;Xezc{$yLw|R~DPUOkJEQs$NbueAQESXeLUfg8lA%wKnDd zIK@_p_1+5`|8zHx4NQqz9e3(5_ta~>_t7pT3dnGHkkk>2?GdF^-*&nG4PfBd{_xWG9i zz$Wysa_g4==%|!vFeZWCE z?7%A@1ZfjE<$*7~Kx=U8r>5zudc^ww>D~wKV4!Bu4=u$?kgp63Qvi^F6-nI`aQ`-OfRAij zrA&esBYGFhMr4es=cajp%3O9}9!T!kBLJOfac9e!_R$@ZOyl*P+AaiMmk<*n7@oPk zWa^h1(I|^3r(Wh7#LFGrcDkt!JIWT$GluOhdIj@*GXL{@OcOuMT2+X*POd+iGuQ{+ zbET`CIe!q8Q{#lR8H}r#04h}sXhDL*+=KUtJm&oS1kKD#lv;)u?@xus;WaycmMSK$ z8(V0S#p2^bKf&kApZi?a%cn{6_8t)RJYGWQz1sKJWS^@&Dy;Yyo-d{w;oNEr|Ncnm z41zq0Fc0bcHOxbzdKv64L;>^flzvnwV;@-lXX?+l6Q`p~uJ#yE%A2?}7-uMu`*Z{R zAdeA(@RFA?Us;ClTDq2vm3F-^FA4G(Rd3Bt-0m)#cvY=G01ED#F-NF!7GzC(xmN_2 zrQ2MJc+*#>vSWfCML#t{gfP52dr+d~I8a5T&=-4OY#Z!r`I5Ed{z08)JuykSXTDtY z^$7%d$_#=DuXk`EDoKUcekxM=h5EH+({P{U9rW^QySvHP`pLp@#G9$3B7PewFN;#4s=643@r$_FH=(DW_w>}qJQb@g;YW`0+B1CPOBj6Mct(F= z|CgK35>m!EL#@Bgkmkf0I>nw-ecGnN+a zn?6C{Ssm7yRX#VxdQ}fk{rUn`#aGPrRL+vPqMU7$Cn8;S}Qle>R-x++y1k$)47$7Rq|A+2K zVKvio>j)QB%;OWCeTKVe`$Y)6)la}1*c{-HyrZoDpvch*+ zjIRKE%NZj(eH>idp)WYF3m(^&sE`JBMw54t=RiYlUfdYi**X_d{xYVr^mTBXW#7DxSqs5l-luHepSd4K#6sH)RM^W|8hhW`HKmG#AFo`RZ#s4^66 zwNvr@?a>zq{?sa4i(!5!au$uZ!&sMk_y1bga6F1v(XCwPLiLlX_#$%^pT;s8_ zSPO%{9dYRoF&`=RpO1t!Ci`?o4|lMiVV=j*wG+-oz7wYmu=pv~L&8XVIZ|fFXxS?g zBGe!be4KeD4O5Alj^`mGRBercJgH3>Y7BK*B=^y8SR>ymWbWyVju{&Y9i(A4&}oRl;D2khseqXl^-?6;xJQw6U+Hr$SK(bpkw+FZu@rx|fMm zOYA;ZZcTu&I8U*9pim^&?g|PSLI6m!9BNqB(cX+0XpsO))G%QZ^O-xyz#Sl-a~z(P z)!vpeVmnnlcJ2Y{b#hR^Mno~XobMl@#s?$R7>524YPRuCgqmtY58^u@3k-xBpnvpE zJ=TX(ZlYL`W%mJR-usor%85#9ub$(t(h(9!kRUVUo_&1vH|ux6(wjsv2G96E27fp- zyK=X`D?Bc`oh2!WFGB9Qow$4M(5GnLYkjd;t{@@rc>E>}6pAv1fsTktalb<%kX#BW;HQaF?xJ)U?D$P@T z$tyvH*W)pR{1uuvQ@)_#MIV6iTbvQ{dLaDUiPv?@N5U`h>N0@DC_QUl(+ZMuZPta>2TLf;xeBdQrNQkBoh1~FPr z-iC_Q6(EdJ-9JY*rEDJ!T-@6ZEWE{B8&?NPF(xN!AY0=zMLGe4(5R2;DG6^>Qen2 z@|PDl?-_zf#kkHf4chulc*xSBzzJ){#XY4T$a8D5F^0i+!mNR^H z;&DLBq0!Z?G+jghaqc@&J_gh)(H*CeJTOz~Q?$gh_ZI|cDUMf0^fk&SN=bk81*^^s z9wX+`uH6`@++dCnbc<=zF6If+E95C3t-5zV=%?mLmT&Y()K9X~ORcziNl@r)`bzgg zo-g@^_D-Z`V;Vh7z@GQwTcSuA>%tNx2{X3EUTU%^nW&Q&l&|gHQ57=&h|C30GG8BG zP2JgnxaO!{%pr;4~ z)`>}6s82vYG1Ltk2u_;jCfCcWi_=OQ5(Qe;}2Q9^oLk;Jym%p zfz5!&P+WTs+xjtNy?x(6s;vQ-ZpHXM$b3(yglSvbX}zh#>8^ChXV2El@{c1K?q-L~ zIZYWPcC4aK^&jHW7~ot^u!023c_rsScwn9gz_Xs2kG;$&khMhLVgZ1r<^F7cEbxc@ zL2@#rUvW*W$b({urn?@BL|+wH?)IECXjwJDAF)qw=z{;2M5$=4R+ zi3yM(?Jl~4!HE~(gq2HmkG$Ed13)^hD}f(Oa!LUOQrg676?Qq5ptpw8a_s(Kr9+`D zs$XV*3&j9>F#{gI*nK4F-~g}O9x^SkU3j5Z>(y8q?x}3-z8A)`Q-pv3#BWtNP3Gy2HT*={N*A5>m-KV zj(6at_AQ4alV1h1ya82R&Gt3u(Obka^t&_cZX|{6*+zuxVEzo<6;kedQG^J?j#yT( z-a2k+1m08HCU#ScHcZo6(v}jh9dg*|Fptxuxi@^}G`-+E*l;#CN6$|*)2hzv2J;h< zV^lI;{V`~~3o>Z~ol}fl25nDOOF-@DI>@9qE+MgJp@~%m;I9i`F7M7%VutoFq=eMKvgg_9k)Z)#6p6-1)YkeigWt zt>e_}}a zELfm%UBOH7G;q+m);cJx*K}=fE6;72MP<7~&UKwgt=J^QCbsVV1u0OaAN|CHe4<_2 zUwA*A>qS&n&(hqoz6hqP5fIJ8iAGZ6GvZP-x>^YlBh8Y2SOKX=?L{D zVwQk+@30t|n7n>;elQ@14N5!afTg)A+pFWNW?;@lVRXj$8#Yp(0C$glpBNop>(ZD?Ht*^vxJ+XNUM?Cu^1`8_8#GNHE$lA3Qy?MKUDoM88} zz?)yg$HY!x%t6hus{<%JjQK$?7t6w`QQ{Lj35+?W@^=FnVt=DUgpw;!y(qwR0%}SE zyJ6&@Sw*1y!+T|~QRL`OWK(tzRG8?}#{-O+nwW(!p98Tq1+yoPI{c5gs+TItWK{>I zg)xJX>;^@5GHAK|$%T}Kk9KwEY${w`K|^0)D9=MR2A7J~_=oQkKZCvH%!v86@(HL+ zf=HIXZV-3=ehJV&y6RkZDB_2<+aAro-FlbDA*n##&rNf2+9Lx@kR?xO?rt8wT@zt9fF0~AU#&j_rfw6Ub z`$MP}!pJZ-Ehc7_TwA||zN|3Y`ARIL~P#0x3`K}^I?*8u& zm7o~#MVc%*RE0LvEycbC&Q;Jh-6ov=su7llJ!dnXVYJn!129%%ZAI3^WvtSn%Vr$( z(^|JMrtvq@Ju|WkL#imC<`JL-UFK~Ll`x)M!&PkSC$*z$W|8+N7GER&}KKmJ^*HT$rpu1CDmc`4@A}3A( zG{0pHDi?nfiW8I&y#@jBjyhl$^ucAnEarmfq^7~_HGAF&d4#y%?S-gL=N0%|3z!MP z2n{Kj&q}Nc_M5MKU4L<*C(R#h*l~l7{Sb^&`AWiNz^||4xIkyzn;uxW6xMk#@tLwk zhHrFw2??G?b*F>ALZ)y?jJFG}A{_+ENP1w=gF2i?W@l;obJ(2EsUkY6plNDi<8~NF z2KsJ**e=VHpcWjy<;$KV?i&P^&?PaKnj&QZS23Eav>@Hl(6WHf5Oe5++lEDO8wY_| z1#VWnG7+3&>+9=3V>+FYTK3HVu2z<60231X|44fas4UlRYgiExML|SC8l@xz=?+Ce zL`pV=zwh2-4|$&Z zzOEH>%{dpr7YA4H9+(7MB!@_c38US|w5OYJCBJ$>HAlehM-E3<A4WA3FY0)`Gg95SG- zo_zJ2jtU|F*@C-MLy}A^>g6Ekm8(DMg!GtR=CKAM>)98f2ny7az5R>9~s)iQkHA+9ae*^ z485;9JYwtz-rhW6)G_uwaMF*|(mE2XbS#N^t=}?`#LexKQn>%RX|xNDSm9l1>NPZ+ zW~hXKhM0=f)g4%_wn!uN#%ahU%Whhh%_^K&$dwb)iqif`(s9lG$V}jSe5TeJd${Z6 za~*_fc>@fyK>0eT$Z6=$=V${B>~P9X0~HJIpm_|;x1~;(lKrUNxG}<7NSwGUYC0N(D(CH&`ry!jIxoefy}&ci%$xRcpzk zD!q=`jOKK`Cc9^5X6Z#XXDr1_Sn5+p_uFbWr{1|^gRYpo4rz$rB z)by8cDLpqH8POELnpWP^mz9DW%^6gK`rbo$EG zilwSb{Zo5xp|SfyBb(Ek-TU~zw%@3h?>FzGg!Uh-6*@sBgktdMW1*<0pO%rUzHMDjShc-Z>bOhoBm03uvlu+`!3UxFCLH}zT%Ww0&+ z@A1-LatDE&;1wwS^)+s-pEF(n{`%<>0}!cnp)^texWLsF-lAR?-nNXEO1AtO^HgMV2} z7qCPX2Kgd~{KFFbsqLfk|@<~+>wM7h0?nF8* z4K2`oH@=@O%YPqL_O4H;kRYaM?Lm0-YJtA{WwuxNVymi;zSZ{NQ)_Dv-zId=3dWBi zuGI7r+St{>^qS@y*^k=U58J2EZ}!5A)4tmx5+J-D85JdC`N- ztg>j0NSQsN!&TJ+Png#{m9H&;tBb$ehB*tzNiT694VXK%SO*^eBOYJ%-_dg2EM29?MtY?9xaaEVE7tix71$B&<5L7=Gii zyZ3IhTia`)#Lsng_J=Hf=^A)_jz8a~<;*wlZI^O12A!zJ=55lj-%|F>{rGp3021R- zAkA<~{Ra7T_mC(?aLGX6Fb3#*i@s|qMVu88jg+0~$GY!n>R#KED@anZvTnnCBy*?B z1Uy1@FT}^4liExC@;HD4c<-*nY`RZ=5)rrXO_NQZ-Rg>1@?0;rF^c82dA9>?hC`lQ zEO%3M?8GFr1TK(?;w(U8A4a(|a!U4IB56)@9}59#XzTn9rL7mizb!wU(}lhg6DncL zRXR>q7S^D=U6`fZ$b9g?_mCd|B`5Adjnr@B^@$dv>kQ@ z%rv`4+W{aqs7=v5WEhMaK3YRqKeO8>)$J%Vh91+N|9Bk@DtjWy8wp$%Knq_6kJ)2TEFg+x`NZ@d;Ru6S(Na zS^!(SCb-BGWawo~Tk+#aIgLkH;;s3J-#j^$eZuD=0_qTO{r=ZbgkC{4?}*R1b@GD8 z;*Z;7mzZ$(M1-Q%WDl}$7z2r7bzF&iI3dQTD0U#VNbSao=1xMUBSrh2#(G+W$+ z;m!+S22f*Sy8_MDG-?d??tzG|kj9lCDe_Mf{W~*v736M2`g##9b8El{Hf6VrbRs%} zav@X@Gaf{vv!w|SZ~)^QN;eB^m;U|6yCQ6X^W+)DRW{7z4zdVNKD8Un+axZL&_W;aKA zD+G{+nQ1q4{I>&ehVqp1gl#A8^p<;-J8Pdv3uum+um%I|+ma?sOiba3ajUM@DP;YV zN;6o#|C~vdd$UMG3Q~wRTkxUc&qzuC_%RfWy~KtP!-xS`HGCb~0f|4C*B{f}nR{jp zP=e4f#4A=g;m!AoB?w>w%_|$-m9HKY*<^k%_=o`6{W}U`SE8z&9s+N`I+txJ&_9TW z2RA*?(poH06)(T+G9Jvs|J!@f4N9;{1cn3kffQK8#I=keF=2h!OPc~RJv3i0?9K>T zL7j@4{E?y@NPI3wIYVn1S$XBs|2$rD_-ZzyUKjwcdMXfBI7JeG6N&)A4xlF(m%9z2 z-cepvy^RnLs1o>UD38S)k;+tQ4~})J>sjNo7}4}Pd(Sq(bJ{>_@hVf zv5*0LNQhJlJ(Ei|52j^#OMOI6rCY1Z`V-!__&!((z!GKOxVtt_dyupWkrQDvJ3w0X zrD1XIkGqxt$J==GVVYV19rtVeHv9expA(Y+@fj#1`W>&s*&H(JNb!gZao?ARZ@gKb!x zaM4o%NJL`r%(YfrhGT&kX`vb(Md|wU$|)(4?O0ZZSuBsL253EqPyD2a>z#K7ObapJ zWJ_sQ*SfcyZCL_Nc@q#Qo-fiTY*L8>uI!V0gj@lxOp+gl0Lm5r0Lu0_=t-XJdffOH zwtk^^@NqjvsrpZ^nwHgNRv?d7VLC3MOLuxG-Bkgbt;=^z{=y4jAS0may}gm|2beTS#dC5 zIdK%?bdp6wTT1B?RENXB8h}-jG(C|Xshw>{Dvr~)sSt!X#6Sy*v_LPRy}QY`%jrBU6<>9#1T)Fo59?%Jm+52iS%%BN{8%F1Fpq z8eRATXKY+pn7jdjUKjsDuY$+b#~)sZsdB^O{Ri&0JeVuYl-X%OjlnKUg+7*s8e*T$ z!%6$#O?RV3B})N{aijYR_`~0ZB)P+3`dA12OzB4re!oxlAi%PICUPSCY2ZYfCF*%X z{h4JmE-`(n9Wq5uj^$vVG*Nchqbe+uws%j%JIS)C&oSkWhWi=XNd4<7>tcT08&H4v zkS?ZYe!Uk_cD-Z!3YPsW00Tro=oDCaeP%QD!R_`vL;}dAQ3L19N@j-KY4RI`4l;F1ZUAo2^#|mh(1Iy=|U$ANd0GlGH z%LFEasiMw8*C4wEOfa)e1DW^CivJal=2bJ({R@#xflhQ5g&@VzbO zU#}N+Pw)$KeQGE?>N??pilZk}r~hLzB|1`6b63BTzF(K>h%eR;*ki(@lZSWge68`p ziy`(<|3rqdhSRfgm-<4?g4d$)ag0JL>yg+qK-owuDR$4kr=2sDUstnkOzm5o8}>+? z{Jp|%(P6*Zb8zU}s&TbQ1*S?Dxe7z%WM*wGGvGp}=br;D1bhonQ^lbNBxSw-p8-i8 zdO)&%*7{Hm0ypk(lG@=hT_B91%A%uJ0W-|(kcreuhcWd^)x8@Xf|%^Lb=s2OH1r2@ z*QVHY*D7zs~Z1shn~ace@_3$6!m{`sJ)*|1r^gi!1h5A^{g309~KgepVP`H5F#K@JttrU<-VQ` znH-IXftF?AKL=$0@SyddAA94*R8GLX1w0`VVu=5WPH5`q=_bJw2iYI8>l*d}2O-|b zI}-l!4hBq`FzZZU#?gn-L1Yyg_91p+ctzTy#G9&6xq`@!T(@DhOPEm;tE*F`wat6-RS_KlxvVid6DSM{=37@<*TO7zW|N zN6H(Sx-Sk7{$L2+zw=GO33HxEC3h6ZWxUD(bVz2CE48(aLk#6wrbrD-^c~LB1)>tCHm|{?ZzuN&Gk;(KSgt{;@#%r#%)}RC`)TO(2o2yGfuk|12qzMa|KK zIL#v-1TaZ1Pbakt*Z<`SVt2-)DeP>2DeNTqfEQ`2l;37)d^0m3FM$YtV*auQG!Iz= zMJ=6#5EpL3K~fW)x`0hJg59WAC=RR)s(l`}VD}Xnan#+6kS2Xmm>B@p z+sYtgOot<)*TF>c;M$4uVwp~A@T{b=SE_fD#$S?Cw7GY^J#a79%P2zk9R z>i5L)Mc;CtbR6Qi=2}QMZYUmAdY~)w?)n6>6q=08@_a;I;w>6fQDjjZ*YB5j*gLDo#nl$4GEB9L`POM4cHy__(ArV zjg~!Di%}=uAX+zPN|wBEC>snrV16E{3;xHq27o^I5Z5fyN1+ej#=#3(Th|9l;Y5LG zRzQ7SWP^=t%nMOj?2>GK-&f3oG>TIZTY32(k-+rf!`ZoEEj1pKkpp}I1}W%1%jm=5 zoB1D)w9ZtVNGK4DY98!L4wi*cTDr9MMk@Dc!*G|zP=x89*c5#zz~ES-&%H%uhH38c zLE+$|#gN_=gLo)0GJa0GmXtC*%1birb-srxVYZy|UoGNRPWWD&`Zq)`g1jhGG{soy zUy*xd5D76;+mR=uLDfJ@<)UDUc)M5pM3LXU0}p~EYO<~X8RC3C{} zNinlzE4sY-e!!@@QdQE{5U5{nCnHmPS*)%fSO*Tem4}!;qhrAn$&;6z>y~wOG$uJ1 z{v5;LVnui3K}R}@=iX^HmW&qfnU8)IBJ)S+%YA>fCus-Ln1O$!F)RnKt#_5I6+#ZS z6r{CKD!y|V#4MQ}-NHbERAtJqMb*9-wui&=p}>f=?SLR7>UzMrJz{kKk1r^5CH^Kt zc6|LgDoCW?MK8UKPnn)v=kBQ(-M?hF^R?y&A0^sD`x809(8x#Oth7_bG?mh+ZVzVX zSmvN*C&?au&{_Btt@XQ<8^tX{x`C#(A_pCPVm=>{fd9u2^#49FP+^O?9^-`vLG!B) z97=^Y`n%jBj4)#^~(TM?uW;H&j14p#1XvQLj7=Qrhb}W)+}(*k;KJ@-D@2 zTaRi$)Um#oVy{xOTP<7Eh7MUwK0(vA@lw=ljt(+Ann#r;bVUBW1a08JgT6beN9Pz? zp#!lEcsqk+_oD}}=2DEbwD`4iyc|12Y}n`-iM{gl!z}Jis-Wr4=yY=j6iWyR{tANt z1m`FO&Ymom>(9Qa19df!6R}(jnn@T$e#vNr!}(>baWJ7ZBI}Ul&ov=CI?G7N2Su#k z;gdTkiVoA%%z1<@>2RP{f{zqtnPMb+%Widtm*nUI)^Z-69Y^|4;3cO21Tr154e3Wr z42IL@J!LhZYXyDb^5|@f#|v_{19={3ThVG}Bu5yc!*JSB82<0mn5lL}Tr27zX}w=# zdi48}lyTn1lmf`04>E6sB)ZJV#-js5A`m;(wZG5pC5j#D)yeL%8;s%VLSlNt0#ZGG zkm^aGrFzp8z*YjOo|+$=YPxfH2TXhTBL&c>x~uIUYCBi6%!lBAr0VBClA|ND`T>Kz zkH~tRG)Vx0bHNW_YxHxe5k?V7Sn1SlWPi7a{W#3+dJN~ExK4baKjNddq>K=y0^Z-* z*Q=H^1efU*>D-o>uZvNYVn|EpH>guuhIUV-ztn_ilyYwzYgK>4=Bce3%y?5WP0&%s>;Feu^XVh1eg9;t&&p#p!#FH*keU-jiyq3&e^2B4!y2+^@p3n0xgf$jbgF#O z?8Jk282!CzF=(ZE>Vs-q%s3%jin>OGeaqv8VFLJ<1T#&s_iP(#DDgUNJKM&^OIL=c( zY6L2!Gt$7gc17bA+Qrn10Q`|LA}LmJi?G&4GCv4S2!<3pkCyRs9X%Fkk^bkxXaPt6 zK4e-Xh2-ux+KL|?`L}cj?Emfw&CvmDDk>m)y7q@jJ(Nv4i=dx0tnzE1D&hA^L(g-A zf@=#xva>PHid_nCuNQ4_Zz0Z z%YYi9@@k&q{4EB!Kr#%$sZhf56g}uG`cI-iSCqSUKYA(rQ-ygX4{8;Mc))cTgfE9Vu3YaPr)t|0`WAe<|+}U4^6oZ`~sQm z``TxX{EQrj{T3q;eyV@u-JU@|jh26#Kiyb=>;_KUvz7RO0qNVuB zE9o{Cn6{!7)ygC@7Hl`OLEV#j<{tJF>R;7g9qxm?>gRwJ2|@xo6c{H#)MEO|jhqS} zGBlD?cl5CS`=e#ST~n;>{`)ByE#3v6&JT9e%|I#j=$I#orsTC21u`pjo68FdAsSZJ z42kqAscgv#p~sndjB$zB{g?A&%2W|~xzl4nRgh#6T89Cgz-929YAEyAMtBbGIVK(V z(k;IhfvwrYKgkYrT|fwuAGf*x_4&p;TGTV|TL*v^wp>NEx2n3;V?#}tM9=Rf<%W!; zP9l08EgjVvT*T7B#o|zbhY>v69Wh$t@Ty~r@Xk_5(^2_+>^QXMzqo2*UAUco#c%^F z$tMQd%;q#c{N}%Toa+1oq$$)8=^q;`bz83o<|q9oc#Ki0=b5uL*-wdpwb~>QksSFK z^&D?Mv@BhH7!C7GC%eWigog)&O4UYg%{G1SFM2ig;1Uc1J6H^Z5J?-_Bq_{v^F-Esl@ecgH`FxEgk;mbFhtn}O7 ziL-6{oh80XKzA?Hb9d{zxt!x(;>*FvK4(ZZS9S z$xQgkx0{4GO`YQzph6aoYM|_4mu+q03t`4IwcKTaoQL@*5yO=9L+TzOa@IW{c}}J) zwA{PUQ)pC_vV`>uba^$0{Wopd3A4OqzCWU8Oeq59e45^e!2G79BL|# z&aL-BSCHF#aVcHp%Pr0T=RyAc{9Q1pSes{nV--yLbY4!lzNr~SS=?ZFn)I<9UF zf^4~Pl0Pv+6DEou6%r-b9cCX83p!`^ek1ewC`w1mDamBec1y`4+j7`G#M1(wLFquF zMa6UyC?Pa4%o;!5OSQ-etv<+k9a1X@Y_e!!4_Eux;m6fifU~*MKUplJ_Y6!b8fL5l~$#C|J`sM-S0nsA)hZ0OT~wf;+P(t&PYrQX>^%|E6}i*EsCrV?lPMVRAxu@&xc!5lU%!4WurnrOx1Fecy`b&6 z`60(@Sj%ytZ_<4KJFDjv;6=oTlcibZs}|aRD1nVjvc>(mW<+-8{0|QTg)7w}H*&S+c9tr^rC>WHLv?QF95Qx+14p3L&MJ zCbuNvYFYIoMoBS5NUU%nPCt4_5YIj%z(k=X_xIvH{C!~d1v<9#SoC#rwndl2ekxm- z%JVjC-8JyA$Z_Kbw*90po^U8rdciFUuN|B9^d}8lv$Ocr61>}1#S7fXR$0AzF!SDR z`!)l^6fI;Z`+7H(DpU$!Aq3oC5kUN(kPr6*f1|g>lg?|a;|)sj=d-%44|mqz*H!3M z2iXWuyGiPF(U>^h|Lt?))C6232g=1_^P#gGIu*x|#g1{96WkVkyar6t#-1>BMLjXS zz5%Q7q-sLQJzACqH(-RTfRHzgvO|Q^66KASFQS`=@FhkEF)AEPC_y9Qo=h=2Zy4VS zJ_C{_Z-@)BL)!SnFJ0;+hRrUmn^S{qpStQQ;JqTuf1C94cf^s}p;Uq!i4N5e9Xd;p zhPbK0`dTPGNv+vfcALrY zfze<&GOU6L)V;R-mLV5!btMfCuK=o#J@T&EK98~Qe(@2~l?!r_Q6vbS{PFs-bf zkHvTnvliLU*#S4?)M$_Mb4GP9*c-FFpp*v5aVY$Vn$cNT6C2ecn{dyM$S^4s)77w% zzw_ zc6`pnMeKX-4he$G0~&>TJNHye8b9^o#VOBG3E(YI5BI!JP95G&p?u{*9Dnq&wJ==h z%RD{O41Bt+cv_^qG4K4>pV>fBg%u48C9~)ypp}oqWxUgEK0o5#rE0{0L6lK6`+1S8 z5pjK=gzb^$VMGq?xn|1KWXDSNYC_IES52N~E!(&?JLp5zgH87^NK}ZAQ#tkJr3d%? zr_Ox+V0wY-IPzm$iOEtt&z>*99^>4pAXx{?Am0?`1`=KmgAGw_5u`v#zW4gZm2BLL znXY4GG4NX%^VK=)nN_oHN5XPjvTCdnA1tePHw$1b@ZCv0oFBX#OYTv)OBwGtzUJe{C&H@u6Sx!K*%e;U4(cOyg71Os}tK&bv4#-8%9DC<*GmLp=a1LD^mZ z7>keSI&fAmn!`WlGiwyc7unBTg**2!G+j$LIQu$vg}+ZTimW${iV1FF4 zH~9REZUH$99DnA>BxqXMu?2Zu@`B>H+AXe^ja>`lQr?`+CBAu+ zF6{6L-o#v%b>E#;Z@|bHwnR?kMX|RprwhNIe@l4yO_Af_^A7tWSBsLHT9vy~{VN8` zFBBGjzRR7T6l0kO)afxMb@g}|Q3$yeJhG$0jGAI-5#RY~Yc*k5w=3a53$)3MLwY6zHrb1@4Ov%Bv(NA6;N^m21#F&wpyVf0(%$DM`UT6u$x>YL3@ zW#L;EjFetGU%;GDMayl0>lCuAGzx<2)ML}>t2P3hh;M5|hpfPLl^VvB)UhdQu%>+r zPKS9kc8~#Tq3&B~2J71U>*whlE%J_A#a1r1keX-u$fWn$pr5f>mqF@lOtn)!5~v$y zEj^SJKU-5DT+X-0U~P0&ra%cwF2>(b9NKrb$)0kYZ>C$ z+Y}c5&K1la+DR{^&^LcS*6KYS*hP7*u>|%#DuU?g#am(CwIQeu!X6AG1bJlhE}DMm zI-oh*Z~bBhyOb4!Ag>qd9Lx|L zZ0B>FTBjCH@zNq;fFH`(zP7U_97fF-d7X55IG(`ja5W0Ic{V3Oz3Q{7ZVS1CY+AeS zAj>G$+dttD5A<{vm*t7Nm$Df4#%p!Ck5~BZj4f}EN#Qm~Z3g!k_T4*t!D+#wVZJtm z6b0p!9EL%u5TBPJxz_<({VF)^zif;b>i^`ExQwhbPr0z-3*6+ky7`ioW?Ojmucpp_ zIZ4gl!O!UhWT5sW8PXYec2Wd=*5CnMo8V8O=1R2!{}Z;5KRi@7Qh8TUC%`+ud4vql z?W+&*3SN%*G+R#^37$?D|3utUdqQECP|X&kl-Wp8^j#a|4)S|h(Tz#r^(bDDdsPNf zR1j5orCA08^_D|qoZnicmRUO4t4CK4gYAQG(V>70D?Mqgk=6csyZ?O9R6bj@@|}Xp z>OJ?Ti>>bnPlSpM%!RjgL9w8nUb@!T7;6Py%tTpD-2Jsc!z5#8-hu79v(3lfiTUHQ zEWk$1PzbWsBMV86ap}v{gEHfq8{)Q=fAUKJDf7_sBMxOb`b(W#mJi93- z+Ls*l#g5}EoLNNr+NA$EI@GC5+JDM)?ZVtupNDte;?p#PRbOHzRkx;kc&3pQKWQ4{H{_?DuF6Za6@9wF19a7c4*Flz0lb$U<2` zj1er@l6Dr~l=fdipjP_rN0;=j;R|pk_5H*+FdP}T*UR^>L)rh1o6imjT@oXmLBD<` zz9=G(wGo6Op>Th1+vb{8>1t$Z;Z)3`iiq&$1c9o{WX6y_ul-N?=o^n7BbC6H=Dg?B zISrXpO8oF7nIJU_F@Ah=Sg=9zfc`-)L}*Q=y9d_Mi6G?wx5 zN)1S^k^}Ay5zGa-x86Ke2ZX<9)rdH!9{=m3s8WcZydKtl!mw&OW(G;0lTqb6AEe(1 zx@1A}D~P_wMX-zxp-o!4nh-+IiBr`*;$tXJAd%Knr}2@>D5J#_;gMV<6Hyf2b~nl9 zPR}(x)$5{SwOJji)t*sf+O!;fl!;a)kow9>Qd$EpckTb}a?_(PcVGKdF?2&^WOj{g z=`KBS^RP9RX)d?U`o?9Xx&{XM%nq!j*N;$oXj6lTcqf1inkRtEhppl8L&+8bS@90w zFlxAhzeJrH@h%)YIEh+NS5dE#Sb*m#y2#kNnhC)=pLzu%1?mwXBz}Ju`t$W^+9iWY zCY#+>XK7*Ky$Yj|VM*OdJf%Df(sDi>eB35vP4Uhze-V4`u}6(i0yL4cYL%$Ct}k8( zsq6WkJzx;>xV73r@`?g7^0&IGNTA0RkE?kc-06ox)vic@j28{7vc2y)$Pi6Fidc67fNV?L7I*rZcCx5sOHR||L8FN?< zASHnwI@hOJNUaPaZ71T--p$ENJ`52DS97RR;19zM?Bxi?Y3qfwFW0c9MTizbdGo2V5bjpUSli|YkOqa zEs7jQj4S?Ac^-auYdly@l*sB$n8{-r5^AyzbA78Twg%`l*&)&8tFt*$Ee;fBBY}Du z1TnnR!-%9Bx4KK+YJn^=;_Of+A^{YNfJiOT1={cSLLu*!~gZH$F)HIMq>3y-zF~;q~HjuFK z7a~J(i5||awy=$!K=30}%|>UI@z;jEyb2eK<_2u8iyWNx1}(ion$|PeoMTMEIqJei zzpdAAb2b0=J>lt`>4V!8iS@!vW+b7`PJcd!CyI~5YgI4Bs^ynwoWaVTrhc-F8;+x) z;bD2;BSC|HWx2HQ$}EsqCOUbVb6GHd*RSBrFN#yO9#JVm(L z0m5J!koBEVy+Dum+#CCLsh5oHyqqEjtzhjP@)#Q+4cFg1MgBgS#S>WL`fyFo5Bd~I zO?A^73!sXT^)dD7rfTRqH>FP|H3(CU5?$xAwk4=a-AGr)U~Tr4gCbWQid^ZT?Vs6( zhUo(dY4hAA8RjAd{%5t^nhZDZ{e6Da=;xRHzkhz;Ltx$bpHS}W+{hN=NvL(~*m(x5 zeeEnML_FOy8-a=Iwh4d|eqj|m8BwO&3XrQ~U)5N)fQF{@EP0>(N-W(iL6cm}RF3pp zA19$^aFH;Lb-O+oKICiHT+FJYNeqrK4PDKUwljwfes5aUovl zhrG7)ZgB@-0fI)aOvPNvOgBzPlWKL-*((PT1gn$>w&F&Mc$Jywv`M@SpQOnK2+3pJ z{zjgR)o__d81D+aZ`<>CVtDP^Q70G!U&)O4$`KZ8zJB9sQYQF&Z0Bv+!m0IFFHaQJ z{giQ&isf!NY492tkPxRK!2xjSAU8j@D&{=Mum?+L)uZcma|qd{pDAc(rA!>a!sg=f>Lq`c#QVtEq>Qw8%GxP8+gEqSK zCT`u9cEiI;^5a<_*hi>5|OTT8nLo{;}B`Aw3Efl_g|&dQeiPv}YU1A&W1NdRt+PORA+fy}uQ=DLKwj zt*(Cu5ZFj4nT7H9SiLr-*Z-Km8)5eWfkR=y=Xw^E%nBKmRl$o+^F3|nE{foZ5LRyQ zL;S-3+2)<>+`>B^^i7$-15u~KBDG>=CYcz{PXV~*m&zc&*CRk!rP-^?P~APh63S^a z^}g_Ob7xq{F;o;~9KZ6Sv#UgA#YnC|-7imwL3~W)u}bZ*9Z+=Hjp0Z1E_WGd;A|-m}i35>bT;VZjmgEl45sDf#3O zgitLgwbh2d8BRMpEW(z{Qo0#yehGfZgshc&*pCKAe<;IpSd05~GZWATJJ=}~hhM5@ zn~H^Pru+2Jl-P!yi4rktCaawD866PO{f1r1MR*2Tv!?;RF^KdnGE0FnJwK48=*~lJ zkJbD9c>jS zmxOiHf%uqXW-79GHF|FM4;RHnWJg#IwgVt{Zmu;*ylWw^KfQBqLqQ*AK@4${Bit z2_haRBL&1E_rBWCV}WJPYOj4TX9Gm3%i8a3(#oLtOdj43ViMP>evCKiV>Dg6F@vK& z8{`zDmn_%BQ>_cYwJ>({mk) za*$thNq0X1A#DS!7@`J%AcT&M&Zmf~wRUBo=-3_Vzpt86_849Xq~vti!Sdo;*Hf48 zSfu9XnG&O27Kc-WTArqX^fvydE6LPFXBq2(*zim{F2}5P`33RWcT@nZhcE|)qD-)OlhAH6ES+;% z@4~gfifQTcP^1&A(SA+;LXd~&qge{l&YUYQ8hkC_XiW6?=5u2}^hnpK(S3sW233Bw z9{Z+Pz%2+_{jrNL*1)=+vKp^W8O&53yY0Y6MD`y9#o2~UVE|V@REp3oVK;_M&l0D{ zGfcVrQ}Tly*+jJ6D-Ish`!1K{koJ;b&cufZuX#-JyogSX0dJgHMTn{M_cSbC!X*G^ zF#KJD2GjET>YF$~)prwdN|IhNARD*1DRn$!GApF&veD%Rm@3%|t)t?do`Su$_ywYZ(Bu7t)&C_O%vVSV(lC zv{@7(d(KIUE(k$JbXN)x|Adj_P@Q2xg==_Gd-q#1yD@`o4*qnS&0N-9KisCfkB_DT%xp)5Pp9Je+^!-t)+x?+ZvpKh(*ZIY$sW zR@|!4Mbh@5%|H!;0>=qBIbQ8i*a9zw>n@Ab_|4~#|F}W2G)iMxJGu6QbQHgTKmY-K zk$Z^*QXRTXgirLGOaV|>Hj)x@_$0xzSl*6=Lie)H)>jqT8Kty%tadtOb~|TPbDT{& z8V!uh(%Wx35_hRPlC?{3t!t$H#R}@Ftzl_sJ!p0X5Wf_iN-m3yDV}l$a5^m}SSOe5 zn7tFWjSS+Df<5jsnb42lY7G$_)AHmAyq1<1!!jh)5cEbJAph;W(H%$?kyh^Gq?TpR zR%$5RQtN!v@3?J@`Va0bKOv9}t!F8wevA2? zH3^gTpQ7V+zJ);(8irKS$(+UM-^RKOezbD3Gd8^b*B}2j4|6$vjvFPGt@&CA^#7P5 z@2D=0LOxL2$@C?E@%u#0d~fy#&Eowq>)kR zoYkt9)1bpLXfk{1kgG{lvKQrpdFQPw<`~^~82D(30Y$KTJ#6QAeaWq9Ew^tG3`af!|mp0BQ|QHjj85 zrK{3SR54IQ57ie^PQA_R(ZyNkep9gQOwKh`;p}!^t1d`0aaV`(*Z0?g5a~Veed590 z;dFX10Om#h-fYTve4L5F)+!RE2|VX2AG!IHJ6by+6AMJC&z17x^kJ8HgcEFHkCbWh zbW{qyg^ALa=g&*LGX4m5I~hw<{R+J?wd>jH|B8*ZQr-6a&(?XxF{Gg)0fVN-{xzICf<|mNF7&W72w4?$ll}APb$>0B}o4HCBgJ^jR2UA)jVDqf3 zN&dA3wGs?v?ajcGdyo;dvajluoKe$m3KTae!R^88Iz9?ju47>_t z&$d_Rrimu`PIn6VNVtD^c`H{$*uH1${LGEn@{FA%vF!W0DF2Eo#i`oYCMy$V0i)!i z{u#rn5`UJiCh{y?k5e`)v%3?|uj+?BTvYMiWhb$$^b5i4W9(^p^LNWSKn6<$+(w@g z=~tcOxu?XE7CLxk^J8L27<3aNDmf@VN%_&NZ|@5g9u(e9o`#8lNY0j}Hs(k&Fl<4uyH0`f;)cQmvR9->^hV=rJ z9$ojE?k@D#TUKq?uKBvvhdOkbN48)d;7j!vdO)f^5K>@mTsHC;XP|WNE>jwf3brPI zEsrDS(wl3aWYeQqr=hKR%`{@casun@oz?UDcM3fO8lk(MK=CDN9oJ|^Q9s~m51W!u zm}HELN3N$*25!?@ZUeGBi_E&>c-hRS=22rjf43(v+fkNyK|!v*2!(e96s65|-+ly= z*L~SuhDq{C+y?F*a+CrODi$pEmL&K&=L){N6RlV|Xyx($FwsRSZy?0f82)~ZX?ho# z%5j~nssD=*&ptjzAq)Gyh2pL|6Py`(7IyJ@fmcSCU^hSKKBVFZ;G_(2Eg^_)RvtR65mCl^SgSH=#~sH039VWL>}2YfG7wJKlmJ@@O4{{~Y(68eImc<0C*Nfs!01gU{HeMLd=Sw7|+pgUt2T9>SZF6WM*B^h#Gy39kkRs(YX1(>=)B)evs! z`Zx;9LZYCW3ZvInqXK}K^_fm_up118G!2pyNR?JdfJ0sP2qWlOOUc``EP zUF_LAW(%f|umya6tbN6Or)7WV#ZLMD`o4z3{9Z{V7AdEq9(l}aocM>YcqJXD(AKAnlc=J?sVmsO*-1-8H~0Dck6FfdVL*e@q%Bl zOM^^DZl70Kj3&MP%m0SE$fj+tHbZ0F)rQ^a6y-+g7nRGCJS{8+zr8W(O144-e=n=s zE@fL`Jv#d{H^w}xnIvnWqPabrfb!PqTe|3x)_WT7xX?gsm;%jeX%q3~3YT2RvI~2k z3FulaK%0|}7P4XDdx!(2+x!UGX2UAw?5NR7-Gv%a2TD$sM#sLox1ODzTUXYBhIm)UN?!8M6WqO^YNo#^8S`K>?e z$3yixn8waH`uL6e__d0a#rVHo(UA77`5T7e{{+h-BaoKk>wSNRwyHf9(>&#y!K{RW ztm}KFG3a`$n05S-0u+C|H}?QSFL3GD_&pwHw+{H*;E8Dd;dX~2s%K|t2x0i&F>6zn zk_XLU*T(>-j(dc?@*u)Bw>1hu7R%#+M|! zA|1*65(sLAoV?eA$OXE{=T1#1G~=Ny^k6Wt7A`%l@$-7Z$ju1s3bqrYsoBk+?+1TZ z67!!LQ^~`Uu^ZaFO%azTAMdfN>GEi8yOM6HM9Qf*YhR7syi~T*{g5}I4|9=QOHl4E zEUv6x%Fe`WP5?MltgelqIY#9hl21?x&e-?KB}c8d!r$!N=I%45o}SpOXUf2K%>3#b zg)N0g!Jm*JVhHum;wr4GRGQ{IqlpZMe=fGDcq6OErNx(<`R<-+yxCXylHvZ3Dg@}O zb=4SoTD1g542#uQrsAQZv=$&rSy0w;`9NmhdegO!xti<(ZjJRt(F(J~-&;R9M*)Ph z4>=e5w95UJSgEi|pc!nM(17apaa_y!8!T+XTpttdpn_-5)4ERZd~|*XoL#72O}6v4 z1mCU-I)iUK;bQqTRQ~$k4$cSjdCc?{>?qknrq;Aehf`}#m+_CROK+m=_O+T^(wAC; z9FGu}LOR5K*cKQ?g?cx7Jk|#X*~nwau{>cwGC`vgXOs5)T8##iV!-(R?(n{YDQoe3 z*4>X8&tw~JJSTn0+ z0_J+?e3zuTiR8JhakcCNYZ{5n=2|tmn4YruGjh%;D@ptmPBZP|Q!Q^OA3P;b&-@kS zEw0Agb@ij~6HR7E;s#*^vYq}DWXDW1uJjdK3b#r286}OpI7TqcPkXKQ zfX(DnMC(nSA}g|MZ}diUo(!Bb2Y_a{I9dy()~D#*0we!ywxQX_-7~t={Uyiw{a}P` z`?h)j!|v=8+bOa#A@Rmw_c-x*q?qLHgmi61-MoMz!rK^gXie~r>jEevv>ju2Z+nRq z(B8D4kKI28$yD_WK>pLXP!9-!NLKF$J>Gf5?n%h}tol5Qg|!ya(rbl%zZoXRp+EBN zT(a@}e31W>-9+OA#^Ceq=GD@@ZCK3R`=IxA?urpe26>Eji3nx`?|Y18o~~*&}#ie41i# z`TKRtg}e)7pE!h$^Aehl^c9Bb4E)3#A$Tn6-@7#@wd-|$b^qNSbCNhsEC1;U&F(Za z|0!_1s_iq&(418$`P}OV`6xN(?F;c1**N|>2yad81XB;WXPrmCKBbjBHveu1_*!8K9Fa0Er_F~Qe^A4t@TLq5O|wtI}&=6tL!e+%86P%ehZVQO}@NuVd2_d>J;(pl8df}N$$(N zVTLmEonK1l*;8N47f8wVzMY=^J9TYU!K84Rc-c;>f&eCU2pZjeY(CO$^@notIA94y z`Gp(Tt9%2Uz40Fbvw8RT6 zL<{t`eaPRkP5X8DG`svxdIvMguL0m$CjHCk#8f_sz3>Zv=ftTz#=y%0;p=nVEwsIJ z&Go=WQdhSma#6X0SA;YEfIP_2`8IOnWq{S>pY z_&J$QBmJNYwu+I4dVI*kNQs><2WNp>OTdmvs$wm$D;s)^nMdNf>dECH+Aq(1%2B#7 z!n^&sf9|EP@NIlJ6)`9B9=e+|HIiYG)?iU&e5mig>Q@A2H#f?WcX9Kmr0Dtn zuci$t8$yGR4c#q*ZnNl?a|7fi4WK7xF-TpBgF@lL%D^@MDe&EDSh&9nHGIJ-{@whF zpYCx2oXJ0}pXcym^!S7o%SCpl!Sy!%d`gnZOpdQ6f`Wb)g+-c(dbEi(XzQA3Yp_sM z*mdEDe~h-J`5d#Zr14+?k>l^}%z+^jzR5requ{$qL%b?(v!gzKYQ2gnuA~lR9gBVE zk?`J)+k`j@A`b44DT!`90t4d5l!WI)z_T{LB7hwAtKI-}J|>9r+K%Qsjj1d==03-{ zuBL?>PbqCPsqOu7$vJ^4(;>rChv&5+ri>+f4u(Q80-gYLNy`;MSHEa!&s(Cro2jK&QRmO2mknH;rD~kx@N&8GV z=T5Diok8P@RedRe(MeJP^WA3lcV0xqr6#O1S!yff1inuXCwi^&nAReRcrsrLRf&9| zYhZ*o^Tn(I_$eNhs0u%TF}nFIbtToeTdDO!v64H$ud?sz%bFf?BL0yF&voK%HALGP zKNW8deqcm9hExTS5;n%wv97;DS*vlTa$le5_ddCy7s6Lf`>1;Y@cru>52@6#1fGuL z;Z4jw7Fte_B>E$UyVd1FEWmG-S&7w5JO)G2{MlGC5E*@Ew;8)_RNVZse7$rDp`*vv zZqggmPkqHMBF$lixc8A34J?F_&KJ-5tIYaPHFR<2B^@6$X6Qkhx z+(#du_tiglp5Zo0y?;G?;k0#A%8phVkN?!&Ms+43S!nk5cvB;=`khS0KE!P~5BK((%a`mVf>>6ttgCXc?$Fj#OUt!$G05oq$ zobMZtPK8wW+*GYPq$;#4@{M?(n1GbyFx_*LBqR6hTuD3-o_xlu9-qX~plIfS`tv>? znF^^*$oGLaI}`MeyB~kzSc6uLu6QAjG>i5V`C%;)@%n~xgF8Q`a-jY0kCkQA`ebEY z_GJ9&?1=?DA})^1sxu7@i_}~7YozO;GF_S}e}Q0_E#|2<#`@Ca&&+O^guM!ifv(p|tZA8c84pS{#)X#5`@(iWK7K!+{yucl~y8c!o%Q zw4LbFIH%4P)KzGVv%cB@w5+F5!G}bqC>SFNB>R9#WzYYi?8~E}ZsWI~N{f`Gg=9-A zvS#0x2-(TLD+Xf>4MtgpN~Mw|YxeBB!I-g+ij2r^1~Z}>lVwcGzUKXoo}T4*e&>Ck z_nhx>{K>t1mg{p}*G=1u=4p^z(EdJ+wswF$;trn45ob}p=jzlrs4vpsznd4b_U%Dr zIGeE|<&?bdGHwZ=Mmz4r-N({t?B8zQY}W2{I(*l34L}?2+1y(HcBfT@Zv6NBjN~oO zrK0rCHny`YM_<1Q0(4#9KHvI)td1B55E_f%DvoKFHjVu&*XVG`O8X1UUql>>nAd>! zzT5iu&jm-XthG1Z5c+h}ejFv>GSL7$Ez#uq!Q;ncvxm)V3+R{AgE>L*RFqg9_t#rt zbS#r#R>I32F*xerD}^7=kKw!1nS1krsp1G8#MPPFz{g;k9R+gVQS3T(&T$Cl^pWiTtXMBk6}UK?Wr zfGX!=`M`j)HvW=;8(??o<1q#FdSeBB+3J&uyfSQ3g12vnfVHzm)*wS-MVb06m%SRJB{}K==9@v&=Py?~#4w|8pZ*4u8(bAM0LSbCj3>%f!NB$A z+1_HgMCIu-fMs%iCf8VS8R8efZNl8sIQos`+4p%W3?RB*2Mh=G-`|xUcq!?sKMgxf zx67vVh5tmItTtZ1D-w?|7@$8jp}sZNci!@*4`LFr#^`N)63`{wY{EJ+Hh#JmeK;O^ zqz4IAi~S2Q`&G5RWvKf4uu0!FU2I5X3~alw{<4 z>!Mq}mE)6mx3pt%xhuBpDn1VTS3^p!*-#+ z-*g2&4vck?4+}Q$Kcn8i-h13Ch7KIeGWO>vs+Q>_ht3roT$~wh@Y@=ao&qMO-h{-f z2<7)r!W^f#(w7slj#l8m0M!n`?*Q}k=vO9S9u-n0c~|RbATGMGufyRcupvow=TF-W zx-8Ofc|cblb`7meRRc@_FHXD9FF$YC7npzi5nW5CI#d5O4f43=;zEW1bzI0MDCxu! zFu+`zd!MrbxIeQ#XKX&*$?{U-E!(~(1!UFRqeeA9R$moY4_>=H#@O-dn+$fYv`h*2 z831j@6!o@h=pKY0xyQ2ayp`Mq=G6&kg8pvcQMhME+Z$kf0ljgWSGeOPp^kIRaNab= zF{h#p)ieFq#1H`6=y;pTz7H_+gua&nd7t(C>*x1mMaOXhpL#^^YB6a}Y^~XS@c(g$ zTcye%(*0Zi{2|{12p6NH`G4nTmw+S!%@ zr=hWJEoDbsU|JW#Xr+sgmo<)BwDm&9+WA#Y$`j+ya|cyS zsBF$Fyf=3u#miP&w%F40L#dbc1}Hpf360#ySp+b8&j%)!dbuS_91>3RPJF7sOF2RG z>P0t}_nWMvnejpFt;B4=GZ6)OeQzJ#($e|Dk8OaYeFvHARO|WTl~c2t!W{nX(=H*6 z{iiRPKD9n;IXV@;S+7^!Qu2N&(W>MG@9@Ld<#lR)O_J);i2H^?Mh5Kr?z^OnK6u`Jp zHM-oehYmpD(R($x<2fflcpq}y1x}A6-HntXW^nWc#}eoESY|-_Wm!h;4~owl8tm7~7Qi$iGmGw72{?PUUeAnslpxFf zN`B(5>l;Y12-}qj*vA|!&@(nT_76GvCsjo%>76@HuWbs!e4xJ?Ts!%FAHdc2Fu(>i z{XWpp^alAzCl)*eC=I1mywgoyTx8GvfjyUF1)hs#d-RkRD74!!2Px>Rnfk?mY*?6k z=xIXE>H!kZH!bthO1xo2$c$khiSM?{W3qte#f~TFI?uxfBXYRqDcgze12p;1Kd9hN>N_c2J8* zchaG3Si{b(R+GhX_0fe`70S+PzADnP1x(B1X1u4d$8%H+qi^E52lra^R(w_FkDF(u zW1k48I_%qTK5;iB^}v!t12vU%@kj2(9xs~~*N`!|jqe!jy2M!3$luMn#(wP+>j3@% zdUP5a?0E?Jnl^%Telcg?TnQB3e1;ImPpSZOfQbYQ(q<#Ez zS!ih|iE(&IT=LooYVZp9GP5KQFbZy-zUazHh|uy+%%tR#T3B(+tK1h5HPIHGoniCWR%?s`$y(E$Ogk6)pmRl zcgP+fAI2rzYhnEE`$xRboS)VETL;=+Mc*-hyLe0P4HGiLNCaoS<`vc>x1l#V=0;+@i!V->bi8 z{A1?uYxwZ0iw-lEj#a?1Wi;R6(L4F?=dOUdx2U#yhVyo3+)&9TgU&tMehP_@BDlNe z?i==pI$y!5>tu!?ic*~IjsoTwIiM(MX{AV2*PgBa&aod1-p<7*^IMovp(!B8kUDr< zmneLr;%M}O-}1(0kdrz?&2v;RFNZC0-{xxLu^ngqLF=iNWDgmeEmPiI0q^v#7N-hv zd^VxCU*YK%U$T{NyhFvDQBBmwg-?JaVX{CAWfD)HlRi4(xorJ|m@XYczUiA5@W4t) zLAYD{(?AKmH(Z*^Vw8@cL{^T_N6n)2QM049v!qbl?}ekQY4)hKPneq3*yytlH~#*a zrEyVcf#`1tmY$tJjC3`gh~lK>iRjZ?F*3G1{@aUzsv=LX8TdV^=GJ7k*Awk}Uq^j9 zqdxk;6slZ%T)WS{Oww4itzOc5OOcAs4gGSfavyF0oW?OH4IC&!KeRz+B)WpjDoL7M zlib9OFuMGsJnP6PRT-RNYYWwCdCml}zoG0BGPshI-`6@(<3Q@F%orsW!AWvSBnc~y z`471g%R6jq>gC+bm~v3=EWX&9ddqM>7*J{fG9*Q@n_Vve$oIVI@U0})(_edkJ&mUEr^qbzkmxz+~lt~p+q1JjbR`be(ZjN^ryGbkM7fuAW z7=TcTBT_4@_RL`J=1&jv_bpNwnt)NW(CCA>ju^kWXkq*1W?32I8ii2pG4PNWuyCGR z4W3*svH0v2yILA}78ht}V=SlIyAQO8prWz%+LDCH_d%U+u*sF@DND6Io{_ihw>Y~^M$ zl{7b)92wx{Buf^h-E-7i)Z6&Ek{l3i7pQ#&wK|J-a^nfxs*RCBc+pHZ>UVDnoBKGF z1$U#Kb&$V)8Gb+)W1};d94`*oR6F`V zpyD2y~RlpHw;k0{N_LFlXGJ(9AxU2#mzcsIJ}m(Dzck zwT2GfTN0HE^LHhPhekbU#X7q;w?DDKKO@Z^@SG&v9B^XsG;nYxV%#Y{lpGw!yNlQr-8xwOl%P;U8ceYmIy!yKI>s67iIpE)>@B6?XZKitemVS zh-T40ySuxI4pHR#u&QI^%|Rlx`vRWK5LJQWVDBQ7QmdVjq4^D&#>&YFLhqMxXXu@^OWqhk{8*0^1JjUWn zc)}cEbTzfmGS8_35Fg|NF`F)Nt9^J`7r3lZ8UrW4I_M;tbxt(T^so(&aWPDsN!+K9 zJ42Vyt{J6?k)2)&vKVEZOeEflsI1vI9Dyz=U%F8#gEd~DVS-cs~*~l|qS$xw23)Cmdb%2{!{gbk`uVb5oi!~Go z+#C0BH}hl)N6pBp`eH);)}jy@6>)4ipON5{WKwgLa%O~MA1NhA&9JMkqPixHcd#S~ z|GWYU_O6+ft{U2HJyj$T(DEo?bQL#?@&m_K?07YyMUF?*H#%?qPN zN?O&93xnIDa7bz}u%^HjcXPJdh-1!wlu=s#?SgXdGQm99GvivcG<7_Qa9OndO6iVO zc;az0P{LpZPn;1XJbt1$l$7i>%mLEPTCSJ$!5O42oXl39f7;}uxftebi_s&u6U#(H z5ox{kSjJHp=bTo0Y;t?Fv@`o6f97>$;CE;gXbZwjBX3p>X;$vaLA6tl9mIZbWV6->bZz*WHED~M%@sE%L zw|xJ|9V~-73yiFd4$JS&20os2Ka^fQ8w{c2DQ?SB9$$SR<)?mA!s(?Q@Q5{#eaye? zN18mO7nHU~WHwdg4eT!){LQkvU}{TOrs4H_?<8GweaByvDB3F%w&Bt~}`$x(>=UU1hzd-tfyIBteRT-=jH$1gqs{JVuu~f|+aR2s|#UuLF{0 zmK;`5CjgSmTwDgeV&&3Gwpaq5HydK->*BT9TOjaVM36ESElHFbhhcwB6PCBm$_ zVsgP8a_2;Z%w~n59U{y=Cof~wj_XSdlw?`?zg~X_hG$tn{XS(4hspMBuwgG{sYbSa-Pru%25soC-U<8O>IzjQe2vR0t}R|IzpZ^-@>eKq6B=xU=dXGVKPtNWLXo#QwZ@nD*UN1+>SP*{N@w7tVct#;>++&xK z0td}cZOJ3^aVJy0jwx8MZ-D2}!R08nK}4j0hbr7!ay3 zw{YM=e_*P9q-sX~P?@9iew|hgzmW9)Jar@?zz1qQmj4q4iubn8d_t=qSQe$A4aIIj znqq<`V?;;pfr^8_)RQ(Xd8@@-sj=j_SizaAXEi4l7_49NSqieAl998Rr$Ls%FAw<<3ZZf+5YiB>?!o%v3y z4USTXsc9HoVZW&iuT|R*h>-$3eGsmX#DI|7sc~-Zl8~@!#2mYXQrPDHps5CVO79Qf z&iDdnImp86U-f9s(4`i)%*ryEZjb$c_j~Jm>#O?T*4O-K#y4Pn<2q71lJ7ji{(Ry$ zSR-Wy8XAVIjLJ$IAu;Ag#bPj874r=W(HjnK5=&4}uKgAqqvd_mH!-1jVLS;gsxxb; zL&&;dE0!RK*(n6Y&)3mZLGY_DGNiHI~W| zu5y)ckoAlA?fu)uBKvb-H*pVX5LuPd*b4Dbq(rJ@j!%a+&;(`DYy0F!ep=pXp8$F7-|ehB^j{^%Q#G zUAx^?nb8+}Io~T?2RjDQ(2W+6pc5XE1jhh}sb<-B_EjClr$kwcP7qI&S#S>18)CwR zEz76N*;txTs#~jA0)aRD!;EZpA$GZAtO$i*j6XWLBJ z&X-ugPU;ONjCUki!_#3@^5&MESTs-_b6`hi`?v83#>$JguRUq1oL@O?yEFNOT+aWk z>4LZfR5b^7zsAh9ZG>8PdV^9sGQy`+M;`iW-RNY`5&J*OFChMA0P*+L2Te2itE(OD z6Gu{P9oyJj=_CkwXcpi$WL$MT-M8OTZt_*s^NHHJa_r*KtDL_*hUjVS1U>jVOZhd~3$#VA}CK@g{A`ZrS*P z-fL#msGP;5>mq&=b9H^IzMj#;F^6l#E|BZSV#xVnoqLhu8;Nh-Sw^F8ZOUxDb2<^c0|>M?k4Yc@o1`GuO=tgrpVV&`m;yU(qCf8M9 zAa-&ed3BR|=AMv|sbgq#d1E=kHbx8jw2VY7UdjJlQ6qz*S3j2yCbl3EZC(roH;d^8Qf8)?xShk zN7NyO8AXwO;PjOxuQ4s=c09#DqH-Xftn%m6Oawo~0#=~p8_@%j_m}$Xt2XQoRjZ3T z*gdWjv~kqt^8iPpLgte$3L?<&Fv@z_p!<;hi$}~xbgw%nmJ?5MkQNT_Dq%3QyORoz zIVwQ=QZ&HfB@&Q-8A9y}c8KY*rRJ(ICK~+ecq#E7K|o)@ZuEL$oygTx&sCIsZ0cjI z+R6Ej?O_9^so4|`hV;#7qu}=dzR4i@4>tCxJxj8>`~PvZ%?`g5g_vTRp=igUn%Px_ z(sJTW5IF`BQW0UIXlw|BZw3Je7~NL6TT|-j+#n}o%XDAI7*tr|7<#o_d%i+A+pRdi)~~XlenA&vKcN)LQ^m(0jWx9&N`@y*ZCA z2ds_9@&j=clG;`0(uAP1>EvapSO#GLVximWCCwb416*;0*o6GvI^3{(cOc~CE#LVs zJ{hH+PTFO`@QK5VpHL{!_VS~}x8--z@%Tz8*O==y=P@5LuM|K|`iqaa2bF67^40nD zpSuondk$QPT6`<>nPx=|1&ZA}-J^tr5q=;!#mHzYoUv6N;Z?mIBg!(jzuN* zL@CiDNltAs5TGUeCcJQr9RfUQyChdkwyZ4p*qD@(Q)owh@|@x*Rj{-L+opz|(cauuZAB?OCb zdVqD)0tIK6kT2?Y_nEEmtInOh=45gGOI9LZ!AK!#l}sc+92dal<>3y-w$9ec{v^RO zZ2_LWnz1!_007*xELuB76#$G8h4!yrYMi^`LzL4HBaB!exHrFBSU|U53j#EzgN7u{+C|)WF#S{Mqy@j5rYSF!=BxKQoS9ibkk{QCPmzT7eWF*v+Tv9}?MI>2?x3kis$v#0hn_r3BcYJMn z4&v*w>yyRQ2%kLbOz4$ywOEm^WZtJd;T=sZx{g8=O93S}-vO)eiY;{m<-uAY0*6Pp z@31^6WtqiD+|Igm0cO%=Vjc-q?}$)3oaa5b)*uFHjS^PXnO|qHUS`uQpu&^BM=(g8 z_!TmA`cDA>A<#U}8$D^sLCZ7h$xB6R%%@tjcL|t(?aCy3bOK6hPxr-p6Ohi|NY1OhNhlQ?UA@l1B;}j-LJA7IU)vsU1O0qT4EcuG_OQ8nyTg^=9rk52*%tplv%q z41z-!g1LqBHZ3}0p`1y_3pOZol<`&Au1kHvm-6QF`v!wOlfcrNwQ2SuinlUJ+L4! zqmg#pY_t3rkO$B8C>(wNup^bHNvW_uzTc+AiD}o~oEYf&G_DzHEi~!(0~wk8tv_Q} zjq+@?h7rMGJ9a*nX48J>MVR_nm{^V4-1+-{0Qg1s)#IKM1t6KY>#sT){cnLzvsTI9 zUhU|axG*zSxF2tQjk1&A-aQKT?TSd4W?1o^XpQp5T(zdtL2dI~xBi{>*!N`YL!z1%LzXycN-`bd8ACz$cs{H74D6 z)-~|+jDe*0nEQZV68*qaS|8BZ{L$n`#=g$8r*70 zC8{FXWH`8yaR18@TfEyxZa(3ya%*>UWJUNuyWw07~?nD)Nkl>A+ zj5GAikOjCe#XMbaVmypci+T?8vR|B8l96-FvszBq>Fu7CwM7sKt1?pHoW~)nsjVJd0svz#<-%nuEv}l}^a%P@B zJFIBZ2c1X4-&iQO1#^LM+tAB;WWsEC(jgqmqlJ|A#OWvFn*0_6F zTh(HDBZh?4Ev2%ctak)cdxSmI+3p)r0;|$n;q?76GlQ7xl4D0rtZD1R4*97HBca2J zJS?Rq)It9a^hFn30lGabdo;{4)l^+4nn}5GnP{nse?ElKg6hYcbghwi-sw^ehB$=N zPuY_+N3L`gy?9!NlgJ*)84Kgc!Rkl9U=44L{X*Dzf1N)?JIOO5P#3 zjjK_w7^l;+HsIkm3HWdBITfueK6v$1nR)iIz~R6ixSQQ!1oG!o=VM7Ef7^zY?!&bZyK~z3vI-fPUnm!8wl{-;vMAD zN4Z)p!74@rs4u_PnRVO9r9HO6-7`YrFuW}~D9q$s*(!|PUJJTHLra0{^FkdspYye3 zK^=2opsoH@)TGX2s_lx`?yMr2$X11Luc+GbX_dF=SZyk_bu^=! zAI*J(@Mi;3apyx7<$~$y{n0;#C;E?H6{--vVr~T>Z7M#1)}Xb~LEb(X1L zfFWgoo#H=O0>EPG?p4b6zsrjM_i#v|dg1zkNWO=)5VNq2T4kok+?Yj$_G?Luvq(3j zjk32Yf23A6=hTbGripEq#Gn32R-f{UgCNCxWTHC-ZL7z8GY&-&=0{@AF-M=CoMoQY zbA9VqwV9Xk%>tkJMBsW(`cvjdC z>XW%}`y$>g(2jqSh!pdfb#!o)_W?Ls{7;n4k^HdY;{DQ-LSAnj;BBpy{l+%SkL41r zM7C-tM!q7>v8X8PW~E{^3VVXB6AWM^3aOJ9pjiV>4RN1$lu`zR{z`g)a`M+X7WjRR z|KCGQL5#5wflZKRm*|X5WA1^;bx zXVEp2#8<(rf@8kaksn~VHr|6;Oo4ee>y9Pp5EftGaY=&=B=6G-@yWEUaLfs-9*1Ii z$k>>R(wFL~T(hgnBwz%x$uMt&a((S&Vx=QiyOG8&EAG8vx7vc%f-h6`vL}Kor;J16Zn^w)W)u$F$=QMwz2@V5k-G zyTtDflI z-OdyFl4I;=eIt3%|L7ECTB#Dga z1MCllwknQWMf%l%gT1MB!Fhvd2i14Bm8X??H79k$n%;;%Rkm4|8}*-gUB9MP?Ci}) z427iN52VVtwk3at!HYTTg=2!S|r&s7_9bMh2Fg)QkZ12WZTn1p|%$DeWf&7b+l>8ICzrc8U|r9k?4iQEn|7Q&jdaznO1rLZVAu7hp^0FFR5 zQpBRS@EzWA*e-3Z+89JQq>8~n&fbD!Yrs}kOIl!z;W(_goEYt=$7}{`?0#>~6+ik8 z&vsU@l!LMj9CSRDUQ?4h;**BR<%@Q`#7b~j1_6vGy1-{v+<=yk;M;Jm0MZcrOpC1A zr3S1%`O5IO3p$J+^v~T9ko942eUpCi#PV>*W~c z&uFNF`NqQPqzL-0EVTM6GQnvnu-V2DuV4%ePA=-HiBGn&CnkyIfpa$FI0VZ;n$;Dg z)jWxGt6qtsX)FS~@@OizBZgpkjr(jQzPRoPsU#2nXZJ$omhhHkw1~ck9h?E&!piJ2 zwXIGyvN0B%wgtMb<~!=JCdt@rtj495O{?qI=w9KNiQ*=2)O_qe<|cOM_a;&Y|33oF zDi64v0_L{ZUgX#1C^L`MYOD~awikf56-va*`tICagllJ(W$LYtHkOOGP87?kRU8H- z%++kdys3oE+_@j!9hq8(e=0p!QZN>MS+qn@uiWwOe<5un6nEy`#bNhTb&I9qy=+FH z_>TB4a7GFesEEQ$b>9`sl{Q1m7Oq7}o;n(~Bg~P+J80HjTOMeqlS36AUeFuYk{b=a zGI1{A6Q77L$g_K6)mGWU3F(_Yonmg=ffx7`%jgh0W6!X)G4zKMFb}JxVEHbrWN04$NSRg9EDOJXSs?DXX8FZ$O~S5^Pp(0m9NmUIm45Y zb4Lma2DCX(6d(GtaLK!4bC|LA)_$d%fHn(z_4{i8_?WK^dZ2KM?&y*(vBgD4n`-s9 z{@t3t1JJ7P7*4MO5(P}HJOtP9W4R(cL-Pk9E=&(-yb&5<6C~POEJeOEpg8@uftb~mK z@cKAK5Vp3(x&zvJYZo^xfyr2HO0Ek$*As?&mo&6kaZxAy6UzwyPcOD@$@^GMKK{{# z!>uNGtF4x3APOyQ2VZgbVk<`g9a))?2|yu;_3|H=by;~+s9*~z3g_Mo`wqIz3v#_K zm-v;$lxmvhEN9_6f!S;%_iDi(4t@!^63b8ufS+{m2|s_4pbZcKZZl}gpU<(&73KaUnlh>yRMdU+iQuM-LX(w9ArS_m8J?V z7fIRiP6xrSq4|YB`dKIs4nv{QR0w`{Eyxb1*_s99M+FZBe3VV*{ybp0<@i?eXh&eQ z73#>xx+RP*w8V-V6mGGjx0n;!ZMpS!j-~o&v~uDb8#|e=N3B(cC1CIkC0hNlF&C(} z5iU6aWMOm&jC(=zg=DMumS^;orG(Y3z5|jg{gCGoy|+H@szX-pJ7<&=&pgxGIUBE) z=IoJ}k)2h5hO3f`Do2|A6~EC4m)}%&GO`I)Ldp#SVNIBLe7JD9Kx4pWr78Yvd*pM7vJUekgr zcazX%|B-OHzmQsumW?*gpPcrzPx~|y0egfQeT5-nJkyd;8^z8m?a`L4VZi$VPGu4n z*%eJzIM`~Ww|+cJblwH#9Bf^1Igj4X3F{Q(kdr#$(6BXf2V`sUWptWVepSS*b?#U+ z%5;(_BNjEfpbngI?+^&yY7|0iYd8ccE8N)oTa^mQ%NrE4L;UUBv-}%Eww<^~q7-i~ zP43(|#xW+_kR5V(JYrqD;Ss>&wh%A%N#`8|Ezw}bzz*Q6Uu{ZO0e03fv{Txc;f2KK|&M<|}C`0Y{9BEa(irn=G(fJZWI>9zYjP`g()_?bTb zQyW3guKjj<^qJ8AUb~-xc^>boQ|Z;aSQ^?n_HKkL{%KjaMC?)=vq*|%b~2iJJB@u> z<*UC2XFmTrv$jbjDT%AaLF_3xK|l8s<0%(S>4-86_&BHIolt47X^{^ z^46}_owTnMjy$u&J`xKHA~54Ya8iwJrBPYlKrG@L%(XQhiVmDvi=^>AKd_tjNHu5o zBsOFB;}>d$Ta#uZVk?)J14@|U_h@YjMTB7&k4TQxSY?MJymmF@E{{U4%%1HgNvQEb zvnxn-=D46I_r+4&P;hUHu5Uwk!T`B)np; zH0q1`J>LOF!Y9506h?!8QyBN&onhajFbc%@Q)<)3fYTUX>QDxmD_m}d6 z7t4!mN#2>T7&*+bDPSu9NqP0!*c8>Y=u**z&jQc1EP@|2-oT(wKZPCBe}q-*4=RIu z>LmBINqF>;UtWtoO>!^mzHvHP?L^WwM1ti{1x>&9mYCQPU*80C_ZB3v#qSYU_1KiO_+qvm^&^p870|~m}DkL zU^YTga$}$k`P5E6Qa`xcqhtiLFL)k(&tLr-Y?%TOxRZZvqnI`?K;MnixOZ=F|B71p zZJOOm#^u2nm7j07LCR8n$A`~LdAZQLiAtcGNFvr9@4E8aJe1Dyk>0DQIDc1E{}%{C z@{5q}SqNf0&B7um+_8JE4QA0G$}DLHL^~L!jHll<0#Tuy5iFzL`vzC14HsC=^!Mh1 zW+AmQQRPrGoLO_;VBYfjEWxVBph=u@!*oL-#xAl0W?1giJ%F)YIcMzGA3f*+U&mo8 zFYMUK$y|bdOpZ0GgFdW`%aU1r*i`}rca?cNa9is-G{^+O3^gg_4%R6xsBx*luv&Uy zpr`ZWxqF83P+`}VS;<@W9?8_fIibaR;_B#TEl-z2U)kx%j_28j?BgE)q0DyW5bOL3 zlyrJ-r1;0wDa+4oe09ZA!_2Z5^?3bY4yITuz#tt>6M&{i@BAdFS)~?-t!%vFWe{O; zJj3+K#dd2N=qVIxSU|`G-#C38uVzjo~ucQvHb+H&sTT60WCI1d@jP5LZ1XW z48lRAa>PrENNDzIN`)@19}@}e*!9?Cqmv{hbfpYM_@XPx9MH(AkI8}6iM9HC_V&xf zA44t&23cPp=3mbARGeG)d+Qv&9&DMCR5Deq{>{|7n8!;iUS;Y_{i{&+$giyGlZTeg z(pcfN$6c3JqR`z=d~zRG>o8nkA`ZiB6v6!~78L;Xv)x;Osu=Qbs-ogv zFR8glRczOz8hL6bE*)LW?Xo|78eVh1`EfB&M%eXsfZfR6k>X`-a~;){ts9U4EO&1O zZ=yfAJMhLeQ`K*7W4amGdKIw+91LnWci1^4+=o^j1kQL8FtLe4XT!B6nO#^k(-z~F z8h{tKOtbp-E5$u#JsT-brpBt2i)JevE|*y;&WtwdC^mPHm?UB*Xq9?<(BN5U*xA1-^2$y8UMJbS@&Yar1&eUdBb8|lTW z-Ew!5KkuAtw-%0PkahX2t}^Sqg27o1tP`F>zk@X+jaoEQ^X=7jmTe937^Z+o?ld#; z_K!%DUEhapIRfHtmrq(E=jwLck+J!HcD%5&t7eTWUnvBl9xtk$KsQ;2PD; zf&^R9(q^~Ksbx)9WG3!j+zQQDajp69c&CA!WGIfqc`} z~1RC3C%;Pj5PQoR5dR+JLbg<(+qdOykKIz(aXa1lxLo0MOgk=NkBo^81#W0C2 z4lEYKstk%9-W?yA_D88`j_+(*s9h+Nd;Fz*#M+{zl(d@Oq6YNDLD5iUnd8+lTS5qc z5r9-GcS`r|E-CNW)~8B zD8%}76!bK}{l;GuvlFTL`G81yBCR7bGw6kOeAeZX%EsV!lu`N=!wJn3akgK-|6IHC zc5QVl%y$9Rr?}93XR>7>gwRErp5Nh856KQ$=-p`9dMglq*ZpCEk(`5iGq`o^Guj_> zJcL$-e*%L)xp(BR&qA<2fJ{}L*@qO&g|M;i`}cR>iPaO59W{!cJoxmd=SGmZ?Y^TN zakuX~>#O5ggiC%{s4v%3Uf!slJ{muIXgX;zA^ry}U5&##=T&L+T?IL136$+cb>CRz z&XOJ`FuOi;Zu_Ee5*ZuWz7(O8suD2yIHMI%zd$neTi*%{4uG?r{3$N=fDZiou#bIYsLq zJP9{@U3plxYTz!&I?II>oB6z1gPw@&I|<~qgG=v6?y4>acf_;s*2#86z7G!K^(BuZ z?NOZF2e5vNPU?4#8(+eSes84hTvfXSk-MSm<&@sFlt$SSIPKfTGW|yCF4Q$-K60gg z())I0U=P{5uVei+Bx9wTn~DmZ&uI9r@HJs;K7-;KrobH2M;cg}I^Q4ATK3@Ud$e(4 z#gQi(2lj7wc=PG-ws@MIX0X74va}~BtZ{FncRSp_ zvbj=rEGf_K4iwJ2jMtUG|7aNAkvywj1r_^NXTkm9=-TmRTioW|3^FS0rvdxBm8dl# zk_%$}I{L%AAF088!@WrI^zpves*Q0Fon|0*Z&1(3bSI#PYF=ejrH0Jir zniiq-S<~~~CQua)uGgr)&(C(D_QOdbr zD+)pN2&~6;zly<*U5-+B?_LrUd8n1)*&TYdqs}Oxv|Mrh$Hw>Ir(-22Obl6mmd_&ZB31r&S1pas$bFy ze@w08I!G>KiMpb^D9Tn8wpU({WM*~b1Gnq3F`t{y!xCF!6Gn@T$HHxSZ^tLdD~dl^ z9RVT9)j?}Nzc+FwXg{x(0|{P&Agb3cBvXRWVIOFo+f|5BgLf|$edTNp%iTl@%VXYT zhqy=(f_dyszOo#?^%{)^1&u1;>}8pUh9pNB(!SlX>{l73YK}eC=wozg8%G}OSt}1y zQQ1leKQ_eMigwu;z)f-@A3jjlNk~ zPygPmSCeZEaKHbtStsb5CG=~v%Gd|jb5Dkn9re{OvIslGy*((Rs5)bxUh_sOu=kyq z(3OXVr@26zRby&n%U#}%gP#axq79*qj3#%i|$T@mGN)1!5ESEZlL&&{M) z)NDK*Tii%HE}p1$Gks;NtuJT#Glkap)Y#T|BC;=%9Q$kA!n(Jw76SLkaANX~rFXkq zS_kgOZPCjiC1LG}Up|BxvLm6EQ~XSPmZU^l=_a&mV>=bjqy8b=S^Z`N?gw$ufVujv zsMVzNGTOA?8;MwrWohnxcemPsYdQ=4ZvXB}mQ}K%&2x9)iLyH1Z4iPwO>I2bqo%fG zHrhNt897E78Pa^c^Bp!lWt6$FFWhA5<@+x`ufKyxl|;Y|A5W{UPIyX9sN--AY2`d; zJe;2dRkVN4zTDbY@YwlXfZxwhUbRaE5Ailts#gu0XXB*h)g?Fk%U#wC*UlMyYM6FD zGA-`JF5U{Vte@&Q{drPuE4FGRF@#A~#8VA;?5}CWd}0+}HEX=(0oB)Fxc1lQvdoa? z6WZdT`f24_fY|?xjOY8A_Csm@Y)z|8=LY!1IKtL*S$oe}1>7QE-bqyP_PcuYnY*`W z(P0F{T+XJW*IbflbDGOx=A;PW*@i|o+QBpdmBb|<@>2-dJ!`pM*9@)G?(70o>AKQQ z_dG+nT-`fi6iefHDJ`(8!sCd>hHc_bEn zqAk2|n>pod*t;+`k+mNlhlkwwsu*JGzuv7tin`Af^Mvj4l{^@{)6NhsRTy`SS4c_KMD7<6AOZ z4jNA$xKP(3v$e=Cl$%?nw%p6SD{oC>i4zHH_TF`D_59BoY?v6f%L9urJK$v8* z*O(W&foq1gL9pU(W%F9Z7`yZzPv25uZ(xRljN`zDY2XDkr>}w^QOi|xbx{?Q19GGe=ha6FoGY<~i`9GY!XH=63 z*EKw&A}9(fQj`+QEeKKsH1uE@WkxBZw9rcgR5}qPKwuCNr9}s&NVAL}HH1hY5IQ74 zLV}|LA@q_6p@$Yi@Vme|@A}^7p6C5DD{IXUL(X;1*?XUT&UL6?Mxk>=yIXX?jIxdM zgcAu302&xHAjBI5Pb^6Y4&KE*FW;%*Bu(P&zJ`#2dC%QN>3ZK32{U$ow>o(e9F$rt z3srLz42b@{6(yClZ;p5#gQql4a#P_{MlrdN_JkgH@-OSq&SS2Mz!2 z8EURe*}d9w?A2Dh1sP6Vwp2Eojxty&XG6m(%DY8ZoullQA{Qwm82D10Oxt9M{-nQL zCs33FZ7ASkSiqjo1#uJ#YP-5E9Gvp63Yb`~W4yP*xWJPhy zA$r}ol=IIm4|j8~G)rE4n=_A{%P>fc89CMW*r9VS`j?!Ttvss}*WK~?tN8AAloJf% zPHtVJ4{=WDjvIZb`1M%peYX|DB~!~$WY%$e)5S)2YJ`tWP@8Sy&jI+*{Q-Dft4vz^ z<18n`+3b;rf5Qw3{i!>kqhW`V?WM7q?+(QICvIJObONO=*}_fc_M}FD2L0p9n%|MG zjy+{%Irxm+hvnVnW`EK>Ak|l| z{3uhe`G|Z~=cP4|HdFf$Z#3-#^MeQzXQgo~;;q7FFhf#>TUNVuZnw!Fj#9m+C>{A`aJsq`yd_5}Y$fOB?Kpjr~P%I<;k8O~%sQ3Q{ z^{=wbj@LZ607^<&Jgaq@D4>YhlBOh}?iCehGnmeJ?3JG#IF%uM&2{dnu`)9snL{%& zMv?dk8##P8J%v8zs-9)&PT{*npHswJMA$egPWLBAgx>_45ECCKxR!7l85-Q)D?~_6 zdb%h&=}#6E;S(_T*JQn~k4%7@3h5`E#JxxpTSqj(3Xap3Pdw(PMmqc|IVUg_nvcU0&R-19BwY`|1~EV12}4^=ydzf{mvReaI<0ReVMK zP8x`?q>qljSu~Ui%2o)7azVrR8RZV?yY-%tN2IX+l=4i*UQXsy(Iho#tUqL;^ES+3wn)Yu5YWMEJ0E?8^7n+PTTj9C6zv@Ep~>?t%~bWLCaMxJqWzx76Rgxp zeSknLueu@5b~5H^W_x4G^p`tW$u=hiljm4EHI6lxObe4rXE;RoFo1lRYpeyATz~^S zBx7Rii@i0B+>>Ap>aU%+g)Y2v(mVIKCA;Fc1Kd z8tDSbdD!KJcT17MWpZK05>bov$mPQ@m|%cQBD5g-3{z0k-SI$KPb0=2nboqJ2-EHL zz^C}vr_$r9!B`dP<*xgUJ*Dc&BN>H;%#<No^4D7cNikoNk9P1%&XEqW zFGTL3^(X7zN~N_`09U41_lYf5b&1&BPr*xgr*nEwERiB#YRD$455)o0n3s?F7KMt4ZVHz+ z-e_t=hHt?uc^yi>X(VQ+Jd;tq9~Ou9q7d70vdQJL>Q0!{okLFzU2&dIuU{Z|_4A=N z{>NESbt{1nNc_sScHzk~dUEp!Y4V_;)JkePfHf(EL3B|kNw_L6TpE?&5AuRakL;6X zL2z!X>rdSZ0_Nc!#sxBYTv%;M)S{h)+BG(=U!EjjH|yJ_jPfVbwHIDIOGC_sFvFW# z5l! z``#tbY+FTbz|3o3VW#r&|6IC2js8zC*fM7(+uJ+1B~@Y#8bUP@m7=uH!>D zePVxgUPg^3w%n+u-E$g!CEoghbm>jOl+U>&c-!Q-=HAr(+p?TE=d^Fn&HHgxPBb=a z72apA<@dSo7oZ3;+jph=ya~6+DNGs&o7(7OZf{P>f2U$FqYd@S=r2J+*8Soi!|)lk zgly)IYuA_jN!rYx!ZY}9710u?i0-lnTC5aL#y0(7Q?zOAgB2U}+9x6Ye(EN$OtyIK^BLz@<421J2E;shm zWAD+2o;ILTd%t@%mEKRf&A~AHfF*6w!edw(Zt^KXgJf$QxS0 zD8dj|d=J#7MqjO@ad{^SUfUY5%aSRuWb_V59hj@(eHy9vmc!_<^MDDB9JZq0ZR8ct zgMx|2z*Hn9en7Bf{c5RY*K;QiFIsl)GznUBA4PgtTW+`fG!2@y)+OvLygv05R#!1@ z0}0&uwAzVtC8)%SYTy<#=90o0Jbh5wD7&W>_(?Y;t0do|3WWC^sJ*D z|E6aJ_zOt_F+zz?JRT>Fw)^D&E&zd#$XhcdgDMhQt>?A^Z$C>#4zRKpholRJwt8FQ z^XK!r>7ri#L&+$RMjoQMqHIIo^*So9MfMZ1Z*kXv((?4X6Em^BNRsk|$c#G7XSp}q zqFo@wGT@G~Z6Y~9iDLtHU&>!uUf*N%A$ie8kW-Hgr1I@^r?XSrrBX5ss8KK!J(jzG z?00;Ep9Np->JPf)qs-IUz66_GgMK)7wfi@5<$3m#R$S};8n}06U=yw+CpBU5bo=x1 z%F)ySmQ1?G49D3HqdpCzOG(CabOH7cQQbdC9EEcPsw~G2p}?m_-MI5o^D)&qDw?h0 zr{I)H8v99Kc?T!lTcj<~Vp?%snHE%^z=!GML{8=e&40!8Hb>hmwuPMg%)~x1!oa&n zBaO0^Y7)5l4C@%rPs@?7)3hcvPso(=z(c3uxP(Nl@de+Wl|$~h+3kHz#kYQ>V-tXM zGPmgXLr3zShO<}xsaFkdh>OA+pV^qb%%7qCO&8Rx4!H`LSn1zsWQQV7+`}AYB?(`3 z6*#3>b^mB5F^stCTG?qWVXh>Hh6M!Iu;S{w(Gl{gCweKZJni3|n?hz$71|2YBlt0l z#q)=)YmK>`kQ9D{3tM8KWhcmT!35W~<|iVdxAGL?TI@>V@v@^y_dsfpzRJd|%sb2^ ziEz9&ivRlNz%6t5UThr1*N{XbHzt-@uBD7)i{9(7vAdX2yon4Rp4unrrAJgI-Qf&& z!*Jc!6TJ*hmtwUN-@7M&SWUiBeYOI_fnmA=Kh6@Kp`1K|dl`z-QAIdLZ{-5M(Xewr zD%9#>q^S+#mP0aq0S2*>L+cUY%|Q<}8I9WLtqVYlbk-m?B&O<|@ZSZY@ z!&A4EZ}Z8Zy4=i{Ld{fvzq6ML|G1Z(X8C|IN%Ue4 zpV3!D#^=s2Kuknv%WXUJt}YGI%KK63Ls1Bf({zk}Fw?aKqsg~8i{-YBTR$0+Q4Zq7 zZS@57=9!r|xacmeVnWTy({Fb^)$zzO8+Azb^(hJ#aTa1&+Ah)H`>Ik3x}%I$eOsD) zxH9IzLY)G&97&sB)i4dtU#8I!#m1JeY!@@HW zHW9KTO~|kaX#9$O9XB*R5RF_5lGXE)OWQ&A^Xi;oWw`lI^KDJ@qWG)5<}k&?)T449 zwU(|Ph)hwr&%j@_-}d*5M^5h9=2JVf!Pa;UI$izJav^JJdv&}|1zyq)SfBJ;0cJG4 zDZZy&3GE{5hdM_a&!=NrlD~`k#_pS1a@tod`Nshc@cE-aByI_R-+|}w@FPm18B~+{ zABk$UlNgre@jrhXZ>*u8Kl@uDia)l~bxjkiH1Pf)HZAVuP2;RM@y_lcq!mA>@iD-( zY1JU7GmkeKUJSx`{ER9|Rm(^R$uYk`B;DxJ&M($#!5XSw$IWHS!FM!Wd{Zcxee|y5 zq%-q)-KEwS18ivG@jtMk9q3P`!333BD~d-N#Pw2HIK)^4e)aUg<0&Of?kyeFBn+Z$ zENz~I^Q--9EueOpg|@*>Ba}KTgPyj9%Dcy~`i4hd#!JH^MaZ0r+JTVz!>l9{j5}M= zcQh!WkrlHJWwU;oIj>HaN9yn(q6FMu3sAYaS$!7qIZTB&xZce^N-j0*#KM=HmdnWK zE5IbsE?d@q*<8Zxu>D93YM>YvGvCT72D8zna@9`2+j-;QwCFA`FUoS7EE~HO z-ZU8(DH&n$Aag7b68vQ<5bSyOz=Jab`+|o*^S2m)zlj5yvfC+C<8lv}aI^eCbGf>i zjc?y;V@7892o0pPu)P=TO&9wnQAVDM%#n8Tz4BG>`Zg;4{}CwThEe&^ryiD17XGpA zf`%e8xtwKFvq9m`C|mCt$xh?mG3_4eWW2%HPZl~cHJ>Cc)6D>I#62i!h^DkrjS8|| zC-@~YsJV~@&O@b=;f#Jw*m$azB|*<;^Xe%_#rakdkXH^h@Hlj zjEOJv>`2{h`IB&VchZkyW!>npjdAI=&*PjcYgeqg8`IA8uNMB%6l*>C>o{*%BB`h# zYRjQ_Wl`S5oynb-c7JNsl_;0RYj@v?FeP1hU(<4L3Xa*mme$vcHDG2WE#eW5c`Mz5 ztefj?^QY+{g$)Gk#jia?CQRc65}PpAB! zA3|FKL8s!bbXyxmyeZAvLDOUHG<4J95YF`5_NwV8LRz@m`PAJD>2KWTQVp`CyIE_9 z3>(a@g#d5W zDF#OPt$U$cbx6)ZD%*bZT=l7^cT<*y?*@x!U7;EeuLC?yx-&z7wYdD zgq}P5tIeo=VFRt;>Z-CR&))A2WNAFkD(uSB@*6eqnDQI*_Rgco;Lvp)S<;kuV=_t% zkv;{4lyX_zW=4T{)E&jsc8XJZA~qTTF{yPDe(IZE>9ayfHh*;Ut=#FERKNGVw?)~F z7ZL?V3*DIb(?1#b)@JW~suH8Sd>|mP%%mG5+gZ-*s_410SSGw|IoghO+{Fe1h`3och4 zKAL`Fd$fuVJ$WqgG+D!hrbA1edhF{cok!Sf?n8**K@tpAL?kD)r;S@biUbXWNPu%I zK+5uZe(jZc!8SP)I&cqJ&X91V4kUSOu?60!v7W(a&bPL%>dekFrDfVvny*hzmB97< z44XT>4nG4W-TR`awC}s};z&p67Eed1of~7ia5y>NZ|-m2i=SoRFyj3Ni{CZgL0}u) zrHepM4$PQ_V#lJo8a9&9PaMMDiqc04e>cn zbvck>{b-RA25}dr$rVt{sjTayG>4m+ha#xEkrZu7;akouR=VkqB^1iQgR)yeWliID zAg!QBOJJphlkeHZDEE|6mv+qRG8O;iwmO@BlTS#q&*Uk)b)ma@`C`~cJmcv(dx8~I zt+}3cpO+a3V|mfShQrB4GpQ;AU8m%IbH~e;eS=cf0^E3*GB%4o`aDiYD>0~v+0H(n z`@2*W$Z~CtaC93GU(i&gvt4o(-IG1YQvlyq90>Ow3?BmI>*0OUMj+cnQKXkBvNOju z+V}|~+N;owClMuE0a`oF&K-73%V(+Az+2e?`Ad>YGWw6r-#`ffCjx)aR^b?**j zUN(wfu566(EA^DYh$cvxpZHGfk94SR6kJgBzk)m$&fpuwt~CnC+pqljw+9zmzauu? zd7#Jsk+3V6o=|g0u%+WC!bnYKjQU4daX?b)xBW_`%ahJ~%NM#EDfJ zePj;2Qc_*X0!nOXo7H4sJ7ehF<)m_b%sPw%?w84589@jNCuYKl6=lked^gtQ31Yc% zxmV$(tPDYt<10{&c?iaT;rUqa+Z5NjQeaTXZ7?ca)JflkX1wRub4in(<0Dc~T3C1e z+$_?4M2Zsb<{N2}{(Wz_4SVNQx;?D4uPq^8a|X6I_5$vBqK+WqLn z$vNE`Ap!ODqRn7}omPgCsooGmjriH2Uz^GNhh^aAShujlC~@{*iAtr8#Q7n_;2n8# zJ8@Q7!)mq}-#o7#@o9lA8T+ty9aGDeFgY5N5e`g;Hba`2m#@SpC-v+d$hILpOy^r$8TArT2or4>T!t`7vJ!eIkd9Hec_l^+9RHD0xP@)!pf`_v#&m zZV$mHd!K%5Mn}799W#Fg3fFP(j7xYas)9bd(A=4tfblZEhlCrKqc0 zmbwbDij{lfL#63f_naJV`woSojA)9s`%leaN8XftQhnF3QE?Yid`?Zzo%a7|_{Ye3 z6g_`6`?Sg0C8O`k&M(f|K#C3wS)KbP?gR?GeufuO`Nv4`@up$``m7inA1<_=tZ!Dz zaJiH{h8!|3eAwbunpn=xPI<0fE&RX5*v%k$NN0Fmmu1PqCARC9QY6?1Ia#G*i|)X}y3#hbi&9P{ zAJPxiSKi7aFkMIFB}caMEy%cTqf0e6BgCr|)0Fu4qhRjU-P)@i^9O%%iapG5&+Z^6 zoLBv@%6mIHTj>xK(d7CYw`CD7qRi%VJfFAHgD3lo4odUdtC^hYgXt%5ZtHwCM;pTZ z4`JLp?(7l&QJ)Z9dC-@sQ%%{6_zTYhx7;oaK9x~>4YBf}jNCAzH$a(0?anQhOw6c7 zYKNh{8wu6~im2I&=lWn{Jrg2SQb_$#OuhKoBiQ+GG`ttj{+r6rj)Te_oX-*P3~^(Zy6 z_S*O1Y?l30j|f!-EQ(JJShdfPIC0BXy16G?IWFAYD*70SlXXD4!MGc1UKcjf#*Sk@ z_`RcdcOkq%Cm=$}iK-6vD0%cZDcFY1s?Mirq=UgvQ=QYh9*p^7=vPvXGFppFR&dGi z!F63Q6h&hUQ^4$ul=jdz(|A42QvY;?5$~8x-koOX&luFPvD$=ikgu{_a-O2!#89YT4b~m$;Z$dSP#6OS?bMg-Z zC#o-{yS4&;u5fa{hcWmzdKEF7eVL%PQVvd5SoN|ejRJz{rnj@)>M=&>&ACBQGeb$L z13};3pPj#8-qZ!bh2u4K$E?m+Nuk!x6o((TDq*`#K3%kl z5zf*xO>A(hV%dk4=xN9k#@~G9nILO;bwZ`69hrj<_S%1u@ zYc}yGVcDTx?SA@scbG4kvSNu(c|H{%ah8+mewO&+AxSeRill8c?SV-CZ4q0XY5jx~ z5+s|x40SRtFZ4a7Ua!gk1k^BEfFXKEjUb}>)h)URmAx9{_yM<@YKcVPQ+=m7^MIvA zY$U5_5g`9y!JuwJ_aj$YI1KF&9dOw&*c8T1l}?VdOCAfn=kJ-`M8yTSm-flCEK_sB z;Olq-d?Zh&JfmAQz*yb5d8a|G2xjSImS;7xiWr%isz_{`k23y{40F!Z_$2S4K9~io z&c|Q|dJkUPem@QwVyBbH6xEPG%eEYo6y|;4I`8{zz;G@WbUU^Mc5$%094%5?<9`8Q zq04tA9i67W)f?u-S`+{I56xg_AWuZ1X|m5)+IK<|Ls0WLppT& zOtGV?cudM=ah+GII-S>7f!Wh*tq~OO%vF`p-4?D^cpwW^`k2G#b@w(DlCY z#f7-o&QHINr`yw0%Ny6!iJnni#<9m-YrH2ahcxX>RVdx%nlqSo!t6+M?rpT0?TQ-^ zVy|p|kbt9po)T+uPx_1*_Y(KF#n39{l;N>JKiTwhC}^|*r%$p3ly?Ve9LansRS$ms z;N`Z6iS=Qrf{gNdd~9~AF-2?nEJ^#IwH^=&13NZg95L<}`IyUWXZ+##ymua@R1+*) zZ$Ofh*22rP?|3(_G(==3dnY$H2TbZU-yhp+mMDxmFX&Bij6F;aC@gsrdtk(}r+Zb) zplQFf8W|mHmOLbbucg#tN|wdR1E3BLfBh++*j=ixd7r+F1ICx5^zFpLgoKx&H2n^TJNm%GceA_elYl$F?4D>hKz9TbqMJpw5^rEa+LyTjWWGl;oREn<}qbq0weg z#?fW0KFjVy#HDQHUsRaqk-&(*yqZ=SCG}h^Dt~#`fC8~4@x4q5GDFjP!6tp4reR5C zI9oKE8Ov+UbYK>Rf(T%BIcy{HAr{>1t*>J-C!T)WQ42Fyx|Vu&G6V5Ss(IlmGHl>+ zwU57?e!1dBWzhj0RecfJH|n8zYc|QS=pwLG>F(|_33YYJ_>?ihw0sp-i|#Bajs}gl zKC4NROy3$uCwHF~8QnW_T|`o>(0C!t25_jY!FR_hOGQ$-a&URP95Y zEN1GgePl&?1KB0c{gl~16S~%kUKV~o>2h~Vj{ns^s9yY|BJj*%Ly(2+{8!e{|4X2P zUr`iB@oo+aT?i_1by5$AQeAdg9>Io4O|wfg71v2@4oDQ=j*)G;N{kuPfy~6QM1$bm zS6)~M6+b9~)Hk#oj-=4EGWShp%UV&qE>MnN$JGE3_QB~!k&m_>2h^OK5=^`9(T!D zM_Qk{Y(i&CunNedyYNTk=^C+;p+G&Lxb7G#?uJr&F)^7U#FOl<(H=-I6bs|Imc`QHqUo3XjN(Wfw5 z{?y>7hS51irROA@Ja4fja^EL3(hjlVHGqXP%G)xb>SnRYsOwybYLU0F`7KmFw$|BJ>|da;SkPix{cUqqt&^w-c1#9&S$G?Wz9Vxh#ej9X z8jlmQ7H%QWg3SR_@lpdh-y}56s7oySi>9;Qt8{L!6nsl<#M-#ubRfCW*VjqB7^sP_ zYme#XKMjwS6O`)Y$Vl{KK8&Qc;HX zcH}uAjA=9(I8M)APe&;3D)5{eC${y%gsx$TrzSrv`Nu{*!cXslfu)Vd1p55gDI1 zpu`bj1UcDeXs3cWE~*)l3&AqT>*jOLgd(swx||jub-5biLQpnr`OB8s9Da2kzn;&| z}J$xa_6>L;;OfLj3Ap@};enbVio$jkMjSiub=zF`4rOa2n1eOtdrn zZM!2_H(cr=nvI=mecDP%Y?;S`)oV;t26y)X+&+9mQb8wh~vLkzk#yDHhR1P=%b*{-8BidoFCutIih?;-pxJvA|gWY{S)b z9Hr4~bPYx@Mqg4c%x-(Yi5W&vCI7pn_MlNB0k#!;1Lw`i~W(ELTfXzMvdId z)55hA`_&BrCFkg*Psw`7Pzx8^I27tFxkR6HJ4#gW1YA#1_17W4*59-JzP_?2a$%DM0yNt&v=#$QkC* z+IgwnB2>EEs&-bd_N@*LGhEU{j9kxS`+QJHjoWsq#;5hCX;C1}1Kq*2_}$O+K3UJb6->IcG;`jT;YawG<|W560`R)1Bf|P_$xmPBQS| z++R$v0)f+nSA+XrpcqmyP!RiZCbqbBY%PU85A*h)4}y0o*7k}@vPq#5>G6P=N@F(X?A_lTDq|S~q{ovmM z2y*bbQf2sXhLNVIm*56EqHWz#KOs7n)ZN5lX&HX4zIK0B7UAp_J@_<&MT~Jo3U5=Rai1x|;yD%~EEUB_H zg(F(6q{8aD3l|5er@deE)9=8Bs+EbD2UUQA+A1&un9(}_C(ST*9%31NHeBCBRL0di zv%+^1vB$U9-b$Ao*qb!EiR=JC9>w*zk$!{`yp z5Q0<6xaEWBMROg?%mQdehEe=c6c(~<-FjXl>I>?KDie8}AhheK-{MpOU{C7@Q3(^% zCCupOF0ddBX;P&zT+d7xovo)y2xGTjj4ywyetd(zt<_)fB^-MGL(d`tCQ_gln*Q5b z*z}Qc+OzX6!>39GS_S+!TG2cwzW+7$4-d1v7h(#I_QajPwk^Qs@hrRhWSIsa)y!S} zpZ%eboI3+Usy>cu-svERt+DU#z~U~|d{4LT-~-u@efKLNN2l@8=@;T8>ibH-xxNiD z11H@oo%KEvzh)lRe=351eq$;nEUs$LyyGt2q@^W!M{T`@u7y$30HiaUu2r}_RE|qr z?H0`LdK4|k>?=m}&92QNfl)7+t&wt@D#3Cq)d^J|xcd?nGi5n9vq&xmnj9sF4t;`% zsZlp>_sGxY+{r9Oz_{}4-H?EdRLjb~U3jcz)xRdU%-juN<{tlK=DRnUxhcTR zulK9k;gn@UCow~XSn5Id(fdaeg$7oLS`DUpQ>O|ePDviu|4lrz$qT+&Q(^P=54TA7 z9#LgSDNEu`At0Uq5lMWoh(CD`wkQ)!@%r#UZw!6OSUC!Sgpfo9u*lLwR`OVyV3r5& zN{2l&8#b3g21NffS@M`+`1<-R$E0ih@473T#2rTM$lG1b*;(ro)7)0!TA8I(3=S%t zIcexVFq+>|m*s2IMGWpI6gpt_haW69-!flSv{``lPd#O+l$kzD@iYn@z#`q9`7#RR zp^UMFqbyeqXJM{AdC3^eGW0-^big$r8+T=D0Yz^u^s8ZCGFo%p zM{u$-P}{F-9H^%@E*z82^?RNczh_J>S^_IVVecBpkc6cP6b@X4ujG}T)IoRU~Dli^v6f8-N!5T;#9 zFcE*Le^SkZajl@GPM-Wi)T>%0K1CdgF`)Ko-ccFISx7rTVl8r?B5i9?=_D9fCAstt zQ;f!SuJ9jQj3ztoKcy)qd?fk&-rhJv;N1NEMT|%`){82+02PFIE1#xykjpYcKR~a7 zbuK2g(m6FIq}9p6(@wW6fVU4s2qZZ?dK)l(FdxyN^NJ}e@2xMM>){Gfazhf{l= z3f_eRV)pz-j>6TYGelXUy!&WlQDDiNjWz4ctHiYpp9;nJFSU-q>bqT~W@uAPb0g&E z&A?)s?ZG1_U4(jrY3GL;Hms;6Wbr=$&FUtgQTXqG=1MJcC|a_Csy8Du4ZH{b9Jfi#Y?p5YkI@*yE|R2bkHpWu zMTNilm<>UOl=w!a>jo}3$z8i}EHF;L;!M+){1>$56FE^02lP;~YsR~p6@jYdW8>7P zO;G7nJ3)<-BY7cP1V-Fc;HK)uN4A2L<2EujD_w!sI7wUuOmpgVXm%H;t56Kq%&F69 zOhjT?D9P-swR`TW*ZZ-YDT+d1&8sw21~O?(3T{uwWnz(4iDS-uZKzyn;2LScMejp0 zT}}Ej{d`0c^cmYOv5^?S8APTh0#UK^Xg<>_it}*Q`E)Gj#rX^;2JWSZUZxuav5T-0 zxE<-9?xquzY_tn7dia>*pzd#2`Y9Ept6-aC_&t4;os+8J$7Wj~*5dCTES|aK9v;z-cej&gvz`FfE!HH9nC440M6nhoR!r1KdkrLUG|t^{ zH5yJ^w1rdA6>aG^tOl^tQ!M6F}2mmz=}$aS`Z<8n&Q_o zt$C-c8nS)NY;ILllxQi?UhU{Gul99ve3A}Omz5CHAI6Sn>8#FHn|}-(VdppYDqg$; z=8Y5OtPHqm@VoSWi{n{-4LgQLlg#AYM>*M_!nD^{M&fEf{EtRMvNOS?k~w)vtB-I0 zdU#Lxm;8@dLUY;)r6CX3v}CDZzI6U}+~XhDH}W)OMlb5p^N1=D}MC;q>(Wy z(i~3P2<#Dv)6QkhWn{G`%NAybd>RA-?3?c9O(Az3Sg!21?qfTK`Jkm=j&^+(!m(Bl zg%);1It|>4sCdJf$)J|2lM)enHOiC$LQKpF&um1UV;|B(9$V5$f+PdpV;S8&emmk^}N1F++0)O6uo1~PLJq^ylXx2>gPY^=`0L&MyD`#v(x-`t?Vechn>W)}GT z;f&g*qBFUn=+ctJ*@a?H3VLot%h|VFwM1px zSiS`%=b>6!!CUX)X?BLaSJ8!qVi4p6tgoI2S4qF8GsYnCXo_T~ z*sY?|iTFG2pH$k7+V$jRPA~UGAD9`~iCZa2?U0N^xdCRI0V4c@jq(7I0HwGIO1^HM z=gf^x)>~6mM}eQ-NZHgkW-Q%L8Ef6V5i4GBK>(F*lE7ldj0}b0Yj;{Fd+6m=Kp{c3 zxeNJAtofxN?JVdT-rra4cKgy(CT*tN(mS|TB6pGg_CLNj$#-hIP{V=@bg2lt(v^o< zfsX|85!?*^`{4WmhM5C4+-oX+nV%G=@WklJ`bI+SOSyLO%Vg=-ScffZ?!shXqiDwun&?T$rdi|G*Q)t# z>-Y1AXOi1`dRRw-Hay{uyh$wW-fnRBv)@Cys`|xiczrV$cgx)F^&fg{ZmLL>3!AMk z`Cw&tVJtt$_U+Xq50f=Yek_Dc+8G)~Q1)Hgz!|S!%uEeEodRPTSFK*dqIK3x2-0%% zjulF_$-a%*^uhB2?VdMIvbsY?=b(`v{wy#R&aM~_jmCWSQNgCOKCP_IY%Bp(hav-v zd{Bw{j2RJm(~DIi`5)o>COa1iHBPr7W%iM_4xuI4SYbSnT5s>dro(B?0KB1QfjoGa z!09og(9CpDV$96tX>=*XrlyrJ*6HgYf+tiPBxdWJNhB4F3RYW?m!1}HRlQE-ZxI-t z4TmoalUWr_#G&#V(*Sa4$zhSRseZW%;k$*Yhnow6W7qc?uGuJaU3oHOLje zJOK|?mRKD7yg;u*v)Xs$r0TW}LDX+<_lbry>j5!f1*$I@Uw-lGU5FXtl7zHwTll*RHLs zkPIE;RU9f$O_p^zUcu*Q4)7-Ghw@Zz?=bVlz%8Gg^NG`=O|)6RMW3i0YP@|nL9ViT z)@5mGkX<<^v0c}2g7~w+o5D}CiALK&xu_FbB2{^vJWfF16t=pXFh;D7NM6=gt@Wp! z3oAG5?=J{MlNVrff#Q8T7!StBwEH+QdW{BVYrZalJd@iyBj#e40r$#nZd4V(4}*9n zK{7azLpS`L+h5RnpkexQdbH-5KmsA*XtL6Jb&XS(PK09?i`4nshnGGwI#q#F2n5zC z<|T^6;A9ZO`q()c?A6FHRUpt^vdg@#-N{j)WK_a=5fyTmjc*6742XBQDMV{}YOL5O zJ>p$3A*J%LI&MnKRabAonqe@HrL{&ixBmaJ|SbFXmfh+!}Z{rHl2K6gMr%HgQJVLVk5_J|6+(A$LO0D(2X2fLpev zGif3*QyA|JH`Uv@2mLz7MMHr5GjFY*4u3O^r|#Mav4QmeBE-#ck}=378{Sk^_DYjN z!vlpZsnfF`(BY@U2DgHa6IClezVKTaiZL3K3tt(!UOThK)?9D8J#M?r_VCH6HfxC> zIqlg_tI33vM~%4f^V)AXYJt!>j_CAS$W7??eMqtRx*I35MV5p`M5|XWpMI%w-G>L~ zZEHO3H}u(eJ(zrF--O^6z|$!g4(ITP?i^db&}iVCGCuT&L%GPtW}jN$t*Pva*q!HJ(SOg8Kp+T@PP@1}Y{EQy zr$UC`Id$B%);~{rP%~a?jpVrug<~5% zSzeM$snyNEEwqK?GlkC(?`~%u%%M2)q=94Frv2ZAap#S@40DUOzHVFn53R6zDa|8m zhqOx9|FWhCMAz?<{AD=TC&F!Z50k6fN(P8lnm1+GGCmQF!+eM@de*TmqdC{(; zw}3YFQbAou<@?1C1JiAC;lpXp1H`Zo-USW7L`QaUwX(WgIA*fOMEeEDn-Ueg3$WM& zw|5Q|n~weG>kr!DyV+W@zP1)%>FB=!ay3Nj<%SWIp`3`}+N|H(3z8RhuZ?G~-&mp3 z!mZ+qY_Rf$RnwJM@Zs#RiM-r~cV>pN;Qru|lKSndWDFl15qmpeZ}5DpLXuKlh>e`k}GNBVwtPY=*)-p~=;A^XZJwS^eeN z&yiJD5D9ASdX3+rY(b+6Sx(Nyg}?X(pg}wsB?G4K0FDfE75n`xrzs0`LE&qlPU>tj zC*7}s`X4Yrcqs9J$KCRp#iHn84?`Z^Z*7hwsyUxI6Q)2|uAWg@1thFDeiU`mF6kMT zu=uHE&ZOc}>%}tye0FkZ=t*!&Z2vDl|KTer+emIaSvXjMK|n*qVm5T{&s?7m;T1& zQ1shLneTqo%>?`52GD!o?1**l?0ibCzOqvd;rI2Pt{RE{C0zN2$a>dlZCJ8z3$q=} zP%gB`Yj_dFM7#!n`U!IJw_na$%nhyySc#wNa#H(yPo(4C-y^S~TgYgk_X^K=Wf099 z_s@uLK3(F#3xjhuB`C2Q65^K!_EaoIfP^FmN{(b877d1gyHrwpmwm7}p$+Gcqtt8rn?{+r=okcwgIetsV422eI7&G6KL zNFFFeBcm$VreZ@GUA%1|l>pl)cP^Q}*KodWotWghXZjzJ>;3Eou}}V!B{%vOGIQ@K zVwVqe<_iCVlzrX?{$bnVzt~&|)l)b|!&@VeY%!4YE*FCakju0DnFvDwg$^1>UOmex z$?J?3GQPg?w{*OFIrxjS6p$i~ejm?mvsE~Gz_7er#6N!bW|AY~6)rM)*>&75HPMtl zf(BGtZ)w0SMBDj`1Q=(cb^pO@-=Bb|3h|Tt6~%84&%&mMF1zBtd(owkylxmO`q<^< zyU(9LF9Gs6S_Rkbx^Pk9wE%Dgq~pOA=#f2#pKWOs+8_9!ZribEyudrA@eK#Hwvq z&u)C-S*FE-Z_5x1fd5n4DLe1Kf8pQlV*c3ql-==Xq0mC|A3OgON_OhM@Js~w2?MWh z?1eh-`3zbSd#s}ZZvHa($WUJzFe56jE#W?7MijgNJC-j84Gs2r>>nV?i2u$K+Ojdy z2T+Xb%@5z2>Y*(orW+MfF#q3H$aCJZTa>OBpTAssq{9vf?W9TsLK0ZHx>eix{1`y< zBhUWlvrF=<{qD9riO7Log2vivj`&bv0WhGR;?EZ~tYzlL90gDY!@KM^i;I~zfG_q; z%c^7TZ`3+Cv*O~9<}2IHQ>9zK-BtN-=Bwv8k)MJ5-}ojURel!#bt$=)5ClGVd~CML5*4#~ePRRgbE-uX9%h&J>jHCFy}Q8fV9s%Oxx>#Ae=|A* zEZzIGJt_I>qOaQq{E;JU^KaklTf_PM;fLFtH`Dh>9Xz;`U5GUmvm6H=-1v<~F|x~k z`rF@m^9zdcet-3&^%k0bxjc~2h>GD(s+I<@6L%`%Ja8mbBxEeUul)5J1_UH&3`_1$HKYXe0aOZ0?3Hj}_k*7N2G*?b?OIIKF%%&Bc zQZTcd78LuGukOv+-6*}3CJU%mRVDAh={y$))Sq?F))axRiwZdWtHXCS!FF@u$KmUg z6L>tf|BoY=-+ye!pD&$uT>h+XOpg_|E~oB=a%Yn^)*XO7vXT|5;LC7{X+1reN)mX( z!uKGt04uxk6amK(rV0gZepn)Vy9wqXUv&-OQHUy~6(wQ+aT$boZ)1tIyL#n_02Q9O^BueK(uo|4)?ywQ=dyAJ_Rd3P`1N9oZL3cmYxyya73C}+@^}y zMFV$#gpGi63zXiQNw4E|Nhx)Q3_b#Yc%@ht@r}{#`FYb#&-j+rK(+ZBuzL3Y!|HiG zd-Gw*`4IWziYCY;h^UlAzq{5{-ceC=PCZ2#Y%ThyVA1a7>b z1w6NvtNpVSxaY5wj^yE~=3JNI{Q=ggV+yyyG>-?P^Htzp(0XR~JZbKk$XuIm?15YMgvV}s8@qTz-O z55=?Mh)^kmsC&E;uvcy2T3O6?mV%_Sk{yWmW|2^{gzxxtOeKU<03nZ_LwD8XX zcq={XAW<(rJsnjD23n4Q;Bgm?;rZ^gVX{pX3M{`q(IxOW9hPc^5!4*HWCHFfg9qeE z_8XBxSJp?&pju_429m1U@TDGydANIf5E8K=TsH_g(0>QT zFLu~4^Z!@Wwbdu&gf>Gjpe^5W)3ofNgV5W-!=%XuGgU{$_B4E23g6qKC3=x7X^ln? z=gCFkn_XPtt8Rs$KvY7Po6ELG2*T%Ok%0%k(3?539EEhfO)|&6XW5w6>0Za(_B~H? z-^;Kzax&>PxFy(C9K}^PJZZSwv%^FsU?MVWjwgKG;ME-tlSSuo(Tzb|4Z3qlBaZ-~ zWzb_f2ZWGw5q~j{A+Y}ZUO%$uFJ!Te<#vCy(V7fM&+2@Hl5Z_;yK_mm-ozFCH zB>Pt)1Xxl4Pi#GZ%zZvl-NfYu{u@l^EH3lCSs=4@!YKdCgJPQ!uidiFpo#&0D-A3u zQU?jp$I*oCGGm!*cvpwzA1Vq|ibC313+XreN_2bq7)pQ&S;o**AO`>^&8>OqLwwb!x5>!Y$|dgu+>?FmsI~ zvpzzLF*xYEJyM0$e zL_9EdnkaYkx<-#2wjDdg_s)9>rfQNLxLZj4ac(naH|=|KxGhwTj+h#BKF(s++%}D1I zaE#OM%oy43w-kIIt58g+n?@Qx;#qJrKKhv08_!CSGe{^C&jMaSP)X=|w%P#W83nLw zu`9OG)m&nSma|D2T_n#NgDM}T>yFOf_z{)`GZ5gt7mDF55kg?i#0;>~6SP{c*`$}< z?u2ks3b%8z`Tp!Mw#4hnoX^ePJc@feqaOBdyu==AThcB5N-#~)CL5&0ikFvxoiO=V6=d(;a6zzYcRvf7iSwr;aoTnhTbM+mixx*`}9ZMCBN*{zirn?a|T;Go8`qE zSFj4EJb(Ek)!p+iq6wY$aSWn?1y*$X5zxCusJCn3iFtl7e>-~n6evS1>~(feo2So@ z3tX+n4C{W+nSE-oAL05TGdK-s<%aBD!|o@`z0XASy*3_*>kArp5A6t_f6NSsgieR} z`Z|s9i7)c*bY#xPiLkGib^UC6GIZ5(Om)M9+_@rhd6O9|(&&3MIPmu?KhWs><*|~`^-ycO1@~2X-OxdqB zF?f=4xPY|aWGr}hI?6bE5KDQUYw9`0U|c#{Ah_yk5pvOzYWJMNf7LPlM#t6Wep5>1 z@v~wKY(SdCW;V{Fv%LO^Ov1>(y^#x4*=Tp%fA7(&`hd1uNtU}C&I&*4_zRlFuV2n( zGMIT#yOEYTpbx(z>{@j+5O0l+x(m~oxNV_4&LDN53xP8eZ-(9-pbDhlpXLVh>p$j} zWpy6rj2IyFc3xQo@9+!Srn!cBNDrn75^u#iLoGJRq+T@mZGKpAkoXQ&fO(Nft z^!M*ZA;aQ}-<@S_BU3M=DI~S^P@;RB+{EYssJM1I4<-|Es#i{4<$NzL0htRLv0RE7 z6H;_S!WGyDiwU-i^$Tak*dDKm&{GG}Cy2T48xOoo1kNK|8;qwkN?2YC9j^{uu-18R zKKRH&qVyx|%X*BDQ~!{p%)yRY$g#jrrUU>&gY#zWo27R&XLBRp9Xlm z@b3A2;mz|-(DmeWBa+F_bITg7QiZ38tADInK>TSU1Q}w|iSapB9Qk z=x|_nEl*qgLGrHi%G(#WKS`u?2Ev`J3Bpu*+@7JavA5cgb+h{iJAo>M zMIik-iF9#+Ej-2ttk7fD`X(=`2LulZgL7dakt3#Rj>X0wG9h7d0f6~0?{ zXl0T53q2M?eC|)uT}9GoeMw5yLBzftBv2YSt&&7{iuNM5hpR9DI_cjiiyd<6 zF7Utt0o~Yl`=Us$#Lx~QJ5TWq&aaJr=Oz;?&gL51!Mr^}o;{M!4xHhwX`fc0tqaim zi`Kc)bI?Jz+fzDd_#D6?VM+jEp33y!8}ZzGWHhFW0A;$h&AAz)H4_y(52VVwnNu02 zJw2Et&uwxLcwV&2o79ncp^l{r6r3RiNU2Csee+)OJF}aj_*P7jhN-zJB%YgxtHXGl zla-xKDyS=8p+poX5j}+;CJryDy#5jOy1I@a$=3pju#O; zJ>#$=_2{J^h#+96aA;u-mgfWE5Xjt99}ibmz>*;#k#>^RlKw-Z_)&vXY8Tqhs;EVk zjjtGo&1=iaMbm%bsl;o5woi+yr;u_$7aez$kxmAbqN1I5m^bz3=^sH_e4n*ffI zf)}z6k~v@SLeKP}tdaU6A&ik#g{lOsG)G)MHl6OyScFu z?5rYa9$Ms#fTbl}&u>PiEIs8dEI=42fg~-^n_j)`@7@5Z*YHc7e(=&zAo3VBThdKs zcf7_7E5)z7@$G(lAQK*xQ04(;I3pd|z*o!Fw?5*jlb%FOrmRK1;| z@2w>OP_Wr8H0;-;f-W!qcIVtuJ{^DvTRZsM5tjgoc|2iGNMiF{Y07OST$|EBUM~(Rpg4gNEIF<+F)O)~jyuU)qb;uRmFD@YLT3Z!sSTGFlH` znRm7dkQ0+{|Cfp}(5G+qX9t9{E3Qz%Z7-j==jQP_-9LYo@XYu{>EIdk5EH6MJMEr< zYaJHZN#QH#bpL?C$tSaH*5<|!m8B-5boeT=_%|qtZ`?JVKPrzA$Ka!N`tUJ}8W2#= z%Wd`M$9gw2lP@}V_8po|vsnY>e_9w8oY;&l)i2)JZsI9mR@fZ5-e)oGf@am$Yfoo~ zc6_S~$(sWauLD({v``>Ll3ZkTu>vC5mnKyIa-(J?0yQ-_es~N<+FUM%tDuWkC5>O+ zstMdR)#azHO8meDVn^|y+}|&RYNThI@wP1yw!28v@qGd7tegJ*PN>T=LVYiX zqg%J}e6?YTU1-w6^+Yv+@wu!bcE69xv(4KGG}q{_nvo8xUi^q@cKLdH;*qrvZ=V|**EZ?5j zC%Mhr_Fnrb!(eN>FrMQy_JSt<5`{f`I1vXQ58dR(dG2Q?q%t_{ekLA2XzNqJ0sAc z&=TU~G)4El=P1s%-XvkFSHDVZ%DH2PdVMQdj+i?K75fhwwwJK(5FPH($N!KL{THx^ z_5$=Iyg?B>2$WsD+q1pTs|J6$tUgMTTL)Y~QhlNLYSRl>&J84mLEY>PouRO0%jV!q z(7cSda1`N+R?+JDDc>{4_d3^idmogb9SI47@640$-kO(0!UTqDn82{&*}pS>kjjU{ z_zU_2Nm$WI7qE%U6FCCGIiZre!AgDQ2`U7e-|`rVpvga%oP!bRtoeF0aq zxv4Hmp#;JBue6ui;+2`gC{BG= z>zmPe7NJhOoA}A^p@R#xe%j9(eQ%3mVpJrG6;Pxpc{TdEtwJ7YPo?UYh>)H&34VH$`yE{otG>Rp#*5ub^Yp~&jrz1) zj*9(*>poe}1lxnVFy5EB1Rpkhs~*T4mSHG}Su|#g({;)_yE}<69^N%)L2i)?crn zdP?&7A(<1te(qetFK3)@Q*P4IDB~si`Y!xlm-Z*Zj<25C&ha|_WI6bZH<-6jkcJvy zMsL_A1_u%S>!;-Z538%<9`KnvJnqtOI0NG)$UW+F5 z3$OjWRDSZo&2mu_$pH(Q1fKPxY%=hLAh({PqN*xwaIMds$6)>XR*(M%m$fV2YBw$X z{DwsL=X_ilwL$l>*aw3JF|^Cz_>?F!3J!u6GN$>vo6PzjTh0}-ghYr{*m^eT!jWK6 zIJ9Bo*?CedjO421$}0=%wfAV>S9)!+o{{o94w3$Dp9` zxLl1?rISG(LO1fQRU-?(6|(nq95w-%#U6yQS8Y^!A}9 zXNriD|2zlSKV-C^d=(h(#bsTv6aMtxe`C%oQ|GK}!5WF65E- zMpZ{gw!tWEc8$$-U#IT4hq2!)H3mf805?}cjE{t@IT&R8U5>hB!RT>Pk>t#?mw;O4 z+0NG;&s}e{pt63=mWl77-Epy;V8?eaF1X}3ZG)7=yln5ds-5+PLYb5H=IeR-(}ZT# z;Lde^&R#hf2&J4IIkjw$7mR+3sQa%rNU2B#xgBy0a9b?K;?y3 zWOv-zO%w&{r1RRZt3zTAvo6#h0yvY!x&rG)8f2c%`*Vp?d_)My5}*9`9hbQ$SetL7 zfwTlkY#(Ghc(lp239fRS(eQKcLxj3Plt|sqP*Xv(y0^dF!=>=Hz;`gD%P2ayKbsV$ z8E(dB6z06t$1?1VV-E7Oy%#v?<3QgLIeKose#Ezda$w;gDVHl$)*dk(pU~yHC+=p- z-CL+t`6{mVWI&+*yYtRO?F24)f+?|Kjde(Ksni{c61f?dvYGaLFnqrHywb^Pr zySPxE#Uh67o@Zu#L=~7zpo`F4V1KT5l!?ZLyJC$B0YQm6<0hph+~M%o&vi#C7pNm6 z4v(BVhG2=qCu$m0lucoJqcZ<1>ql8et=Fm7$#zZ8iffi1Y5TA{!R}V>1;G{UZfP@4 zRaol^D`oS9I4gSZJHknFO{+vCvw zAH>Lhq6U!nhIp~43h`jxGpycQ-=HPa7%K$MA7me;#U^i+=+8nNt_KULZ^rW_oA1s^ zoOh=_wMj%4IuA-!T|bkGG5CM z#rrCUWy{>u7t_nSd`up;hD)v73n6}@Sdd4L9wH6f$fgfD8b?vWLlEfUgm?~R;NZ*s zL`}UHBbKvIWCqoYgPRIoN?dd;rnu#@VjQ{jF7p{1-u}^xOs_o#^1$+ZYjM-{n?yQ- zVigdaS8LA(SG!|Eh4>t?P$#9CCaTS52b|Xu_#Ekuyo7?Q7k!ckgf4Wn>q(dFWP#|C zFH89Gyx&gY8R9261S-&fmBJg`UiIXSIs5&6Pd)PMZ_4eOOtw1zVlpjJ3GZoSq$POE zzQPb%&;St0Y+*E>Edp}_1%4dMWS#|puL*Y)NZd)P0S`J>~9FZ8Z@ zr*f*!neiwR3F&pyA3tqj8MHm)!hM z#tUHpC&b()_>5?2JaM8>lSahk$g}>DHF7`d zMZQ`=PINT6JN8$thVHkOmZL!#6xg^`B zE3?D~wr$*E5TA&RQW-RzCKt2+>V|eBrpY4!_d5e*McA>WT<9H}19%TH-`#L@hNxFF_X?8hFX+ zdODaKduH@OjoYlL1_gcLk;Ttyqy2%3Y{0m{R1-qON{`))MyH{!BvUbG+t-*xdf_kh+c_=ApMAD- z>T{xVX1=lg99BZ}7lGc6{_;#b)48W7KqCTin+NnC(+8xZ#twLRm)qDIKgM);u5mgS zic3#&iwO^TM~PK+gXv+58MtPH+ry*_?`zsMS$y_d7mx4Bv)2nW7uPRz%y~goqOWekPUe=`Vl+pt zYPs&My|y6zfQL|Tt49;pq3g3W+zqd|7-;izIR8AHA#eG@m9+!Cp5nmtM3X9PH@%`$ zdklmHkS|IQ5fRtza_x<_W-^^w0)2DUer;&-ZmTN6P+fBgcUXuY9J0iFzYzu8tx{XC z7sofCoSa#+lOQIx)+$&+HdL?Fy)dhk1@jHeYi2o_F!51DO zpFDKX6iCZ%vEJ_b2BG6xeqYes`#m97K4ldG*Wy9o1$wMC@&Tt=T?M+8jy0dfgtSYv zZ0FTlygpi4qeY9)JY9P9S@Jip>~t;X*Qt)<@;R##^$W-$dp7+jBs)U3LK}z;(|9dk zHiG&yIFpN?bwsC#PVI|q)^?W=zw#56#Pv(l9&Q`fufoX-JD62!hy(B89=4g^&O86o zg}@G#5$)_In4Hk8X|h`sUIBbOW--XEtR4U>L)|*(9i90VYx-A5rLw0l zLWxZf{bg}~NZ93|WO-w~OogNKP%#gBOd0hEzCf%ZIbK6gPQ+<*i0DqVaVL_LZ^W#x z&l`B$Jd>U7Sl7nxmgcxK`Sglo{=to&6KR@a9T*eV0p-E^>N3ZT0o5qe?}f$7JE|Yl z1c>no!ab>f)MI=LRoM|5Tu5;<|6+}5IPBPJrkG?iNxUL0OKE*UaXQyFiCRmE1p(nv zOi?O*`c+1Gqn*?dKf~SFx9aTzcFKm}1gh=A=d` z?OErv6CSo|I~%An02C4d00*~Z8E?3}4km8!)coSN!G%q>>M#2C&%>A5F+$A6l_%qK zbGr1F^9ff%fQVA+KtB5<<@;y{G9n{V+y23F|8o6qLnOD88FvCL6EYkra{m$p`N9M0 z4}0m-L{z=!3jABN{MVaVG3P&>+a`vODSGLuhBHADP}!TQjG3q;zMHkfb5}E?ofs{9I6a}RG zogZ7+m*YmyZ)W{TpOcf5@r_$3MJYc(Tn-lGw5zPCo^6Tq@$o5(7znlP33(4?h@E!P zM85R)TihvlUG#>ee99xHZQJ`ARMJD7ktc{F1onBaQf41rlVVd0S+)kDpN^~R4=YKL zNrpe>`l40&=4wvHqrXU}R*QS+OFJ}sT=DbS-1mp%%RPY1Gon23!b#WK1QWvYnhF?4 zL)KpcB?p1=(ydP=}?yWNOO&rjnaad-4ZC zam*BP0*1gY8;2ax8)+f0`8sFXhNmhH4rPg*^dJ`28<`t2Ffq~IPne=Jr61DC0UfS_ zZiN&=EhBothb@1eXER&%cJAuxiqmH1`+Ky*2D-KYS*$||(G7Rg*+L+OeQsk(rgd2f z+mZsPXx6SdHHq8i&H9m`3^*ZE9p0s{pkmnBw}MN?S3~ZjpNN0}Age0!=61cN%@Aqq zMni9;f58!zan6kOX+r4ffxDx-hDtCNyH6;vY%fp+^G&DdP)EsvWWnE z^Qlfd%5^dICm|^^dTqgLRf6J!+3Lu){m!=z^^Qx8)ZZA9Nc2KeL$-EGn&Up62l8lb zp@~+0q(L^p1+ak@|Dl_nN@id=C04rMz)6p@vV+l9J4$W@sUX8`Q%7@E7XVqvm;mw- zKI~tr4T@?Lqh!Ku#3;i;^nWD>huau?eQbP4^#nX(lpawCB7y_*?bSwl4$oOQ2~SVx z7hcIvyU#_{kDR#!QS|7s+ZaEHg48Jc_;VBV{^t9eaR#k=m!g!fW|6aC>OA7~(sT`s zPEho=lTCbg+nBF+bv<*VC=ty4SQNJvtFHH{-s(uA71q5E%FS6YBA%Ktw_QGW8%clc z?pkOZ!S|xa2Xwut#4@PO<+sV5^!%I=wX}TNcs8M}Y<3@RzzS_(Bs{Si&&LM^CZCCA zhd~uGBq(=T1BK6J=IQ4FfzTsc6X2}9UB%{!4bbK1(oyh2Jn*C@{-UBFaX*BR&%c91 zhCKhlDx{8r2|(Hp?7t+GYu00wL z4uox(B(xVoCH8~%$3vG%ecwh-#g!s1Y-O4Zpcr`m1d0LjGQK1wpciy#uh3hgw6h5C z@oSe!*$m*Ew?^9gl7&3E`%?ub!|3^!-Ud_nxP76n667{mhgwaee&9Gf?*me7l+DMr zBJJuC?~8dU5^igIg7_mkxul^0OySM$JU%sy{MPqzyk}Gi=|Q> zN++w{y+c^u%TA@Drw@h^Cw@?nO4YP%=Wu{#(_o#>Ic;XLAe#iiozC^yOBMi5xkUR5 zz}6Q?|MQ8=;=-q)$&TYj=LRVuLqtWB;nHMmobr$nh-v&b*o`fQ*?=pBAa61>4Nw`p zo0NteeW1fSJ#Yc%Fuj=&{+SOpS=*);K7DckdZr`^eN4D!SATDVOUMF%!#_AaI0oI9|$Mk9#a}W~hi-W~nxdOOOx5j@eG zz;L;VXKuO=e>jDRuqHkS6dYvyonymoC{liK=n`^RiovxrDyj-Ubl9j3%H&>JX| zwbSH%qgFOZu*gvbN&5#f3k|9VP@in%a>lmxf+Ml^I1EY2WIEw^QDI3)$1`i z+58beT}afc(5|+X%aV%ZzL~1BAvxO`m3pjMk$G~s)Y{+Rq;T5=9f?Ic`&-=v9_F)E z`vz^u6(5E4?|=Q5^!bh!sE{ogd|d@WP5=I>AnuTwS1Q?`w$=0Ehh2a&cZX?~4u(99 zk$lBt9GFQ^$m31Ll(Unkaa!U40fI@%L3=?>UH3_N?#_6Dxkp$PLCtEk%-2lL-XG<( zsNfN@M@EztI;QwZr%=xT1Z8R8Txb+H+n*OmeEHpckbKLKA9zxo^Ue!*cX#QXns8&V zdxz6yS3@&CykpvJ?(yeLuH44+8LJ#AD=Xqu$L0eOGGaxfzpu6Bcf<)t0)gHi7zW(G z{)k3FoX&KKIFa1Phj{+=Bk-Gk<_L8kN-7?}7%HXSH1eg5BEQWHr&f(URhd6C2`l44 z--m*6+`|m9fIOhfGW4Ex1vLV{%5ZzpT^uVx?df8>*wom!Kb(aG^clvS&G#s{Uma|1 zZCM&`k9(h8O}sBJXE%CafkCKa508(Br%_=%;LOXUS^j>?B3WEX=~KVBlPnUHwhzQB z&Ixi}`;5~FvJ$4;PLfX0GAh42p4j>h5q0xd0A}3AcI3FI=l$)KYQ2k1Z0yAF!3`_3 zp(63$2Z2Bb3p7FS|F4{awRv|h9^Gh~ZG!o`&FpJB*R7GjhiF8iHMI70S&zQ+DkC5mO>R`=0@32V-m_8TBxgq{hKGU$3#Qh?Se%e8mz&JQyPzRK$nk z4#L_8c_3KZ@nMcacn3bI2{ze34_t=L_tuX zcr*MZup;D?@@_~Rv-_0KaeW9@(pL$>1v%P$d%A)iCd4~|;QLacLw;~{-~&JDe(eT1 z*eO)K%BvuFB%xJpn_8jy)}zua5ya0IV6Zp##cb&6E6xZY@N7?(r0+(SkU8>!O;V-} z4GlWS>XVLr3D2A+G|k()a$JX)0rA3u`_~`jXuskn z)PQx$lE>E%|MesAn}@P67~|siCyXJ1Z$^K0bGjuCB3Cw$4@btnspvWYE*AR==v6?5 zrsQ6BM%DK|!`B5>cXqJ1LocV=w7T5Zvc0|Csh7FBs}Kd3ZU|P0SAne$kS7!v^6+mroJ%Z?9?* zg#nsy#Q#^}<;~b1T8$oD;0>Q(7J2VO1+eUqS%;hRJvr8%fp@M8?)0F++><@Ak%Iy> zMpjY7GLUg6hW2Brse(fl1)(SCQMG7D=LqvaM|8KntFT{s4gh$P?Ax6H4!|r~JT_8Y zO^DCy=E{tv+|za=F_6@90UtUAzNZL8i9XvZ>uGBAhKs#fDFBXmVMwX(XfCs`V&~ye?`c^m=d)jA3ZVFTa5IRRIP~yuzko=>PNn-lfO-FE0tU4qWj#H; zFhiyaF0=sP&h*bZPa66bLQ3kk88p{#PX==hTZ6hCchUz^1x7)=^o?Bf#;)cifWDak z43C0>E5m3I8u9aZoww4m(}^7BBNc#2;Mde6o<-NVE(kxpDa~j zJ{Z?hp1TTq-bUyyL9dLhhbcMVTUsE)cEk;0bEm*Ik(pcb!W`v=OcHyaFFA6gO#0^L~qJcZA36O?^ETUx8?Dk>WEDi91W z{U9$&cUwl8=8Q}aZz=K@q6fax%5Dh;#J|+?;9zGbhBGwoYB)r?swTep z@1Lfjz)&v++s_?ZoF?9|L=I0mfZOJqyamp7r&S(#pN*@lM3M_xKQLfz+x?j+^pp@E zUkT83>#JR|ghtj1s<$WW{g%sZp;fo4)BtPpFzYwzoVP!0sjaOwI|B%1d!i^gtm0zr z_STCdvXNpi;hA{Hbn^G)V2cX-6kIY4tI6W*O!43z0wfI5m#O^D<&^^ue^Gd!evd`|2~s<5Q8z&pC2E7 z5~Dz3Qovqp{fl8Am^4Mic+svGn^42CuKtkZKDG?<6 zkg?#YMgQ>!$_nHL=)JGp13+bEzfnavs=Q;h34~rW*QC>oOkgnfeEe~^bdk_yReYte z&=&G+Qr9(=NvCFoWCRSSFvulwVyCRc>v>268esWGXz4xfSD=`=Yq^2Rh}EA+6r4vO zzs9`?f4tU>%WVW8#7LGDW=x~c-St~A;PCQjxqS^V!&ra=v|bl#7>Bt_Q?Ht@+Pxb3mK0=)Xy99(&KY1m z8$ma7^&B-oKscl)eTf{V)$=YKHeXj*aVPcpPmRc6r{@1I!f&ynAcF$;j2;2{5Hi9w zpjODcphmli^Y?-Nb-JS5*dhE2cOp1R749=r-2Zm)e#q}7DYt)27Nz4huuxwS%Ez{) zyt%p+7@4!RYzrY`3`;PrhK-*6?SfF9L*i&X~l3dwU@0I!W_B+??t z1Rft-2R_0#>G}Nh*_ILl;23dW`Q!kj))xsBmF5>Zpc^0T>!L^R0g=HPxlK>PZv!Ug zrU|VW6Ceg7q7uAp_PJ|#EfdRNdWr}JjQ}76<)Nfs00Xark3wp2OsQOzlQG0+07RY1jKfVE=f&2S6 zs>so2zV{~-mH=zW-o4rm4?RVBPsN#~fk)bOz0Fv=6hyKLy6{6SYdy}kM?kswn^IN~ zp$O=bAZ9c0Luviu2vTpDNRLAp36Ff5_xUtYiXw5>D9@r-h13^r^sig2DwFz2W5!&+ z?WK?=YQUAMiO2NLNg19x3d`Rq+_91>0x-I|fAzxOClMtF`4ZtOZ85N}X*~OX`5f!9 zf8GQAYIym>x)2kVl#r-^xVz&hub5iLcS#&_f82p;?;7Zh`mF0REeV1<4cK%iWrq1j zhKr6ir8@Mm6|;QN=SDjFRV>0=Gdli97{HhcypGxlmA}5khEJ@OO=NHC@xKi7K`7|? z)&r`+RE)0+qtbn@yER6Nb?d9Bd~>zz6t86UeZ}_J(_r_cNQ4z~z0l@b&|-h?juway zdpvxK|KRZ$f7z7iH!sMRj~8mH%rP6|k|o8pw~^4{sU-T1)~Nw6C(?AY zFTjDK+w9~06ikjysD{ooe~Igz@h>-|#zOG_;|}L*G}vxMjOtCfxC{GQ+T^ZpK*$3@20gI$88x=`1S!AI~yv~3<#cxl2Nl?Ya} z1?yGFHeL+V6yDQ*&UqVKYMqZv>v^{%zEadS$adlk$hsgm95rL%=Hk3qpnF)ZzH1wg~H!n8A=BaWumyX?IwJZq=zK#>@KpjNKm z0Usv~tkeV@W|iuOFsuB^LmFvqos0PC&92}PCu%aQ9$6B%&#fEi-3jvonf>t-t~X;* zGAy+c#kK26H7j%4wzcgIAAN83s`WJ8Kx-%+0MW4k6|vI^>rv*DcgKd(O%gczcEKp%j zrAIC&Q{|hjCEq*x1fe!awERx_tdrLjU`KWUCd1iTI%+ou3H96zM^@%c_Ay zBAdV_<}zzjogi51;cz}}-V0LSV_Z8Vkca5wbzKt4)^;NErN-Viy<&?-UPVR#7ajxn zg)SR02`vcwB~(Th{B%(RB2X`MIwwQ_N7@*jF?n~4Z))A@*us%bNMJ6(U!qeB!$FKB zJhrD8h5#glp{($QZkQ5<<|Eyh5;-LX1GliIg1N~GR>gpSA#*j^{XA80U=P5T?IT2m4N|F?L}(dk|Y?KKUWp{5{D}Ohul|= z(NIxU2#&6=TcprR7{@A5($K9DzP14#G9{DF@0_1e5)?Zq0@VTiEciU0WB2%#Iy$Ba zFCpb&qMvDnr)MZ*TJb z?M?mvkvCP|ZDvJ2qO+oM-X8k|6p2L4kp##)wJ?zP5;$cU&NhczFV7C%IV? z0|<39(&*`G*Rl!Zp11%E{;pMRAo@#3=K6p^vxf2nCI;O)r-ogeN?%E4LUm#=*TO^t zqQ`U7(|VALi1(zzhz!$eK`4s_x2yo`sQ@)aE=w3w0E&Od<;tDpc)%SydA=+Sf&}F( zvIN;>ormMQNlDtXQn{2et5LUj*{q|aNp$)TlTI~arh9^7KD(4oKM@HNOqiBiIfxGW z0Ymx(IJX`Fi;l&J==YYJN@iHe4&bkOiAtN=2X2@Ryj>A50Tk^G70Qi%kQQn;ozCJ8Io1 zIuJy3;X)1+HyyFU97QgFJy^lK4#3x7t_KG2er4{r*-|zVD?r}D!_3wrYf%UcM6YAP z*st*+!itVpb<4iQjGZAQ3mgmzCRaXr?E>rk1+56>yW^T8TaCq-IX4@cKlDbo004_} z|7{d<|Cv$D16?Xn#JB0khlelwKF&ThSP3cE znb+Y9c9IdJ4p6d7#r`%1HHA1Dgv1wcxK*H2n5W-w?((>owHKV-KG(ailObUxUap}H#HjiSNwZ(cqe~Z#V?6bi-q#4Uv zR0AzmUjybY=Nt#y!yLtY#@Y`xOxVo&5)>_#@2HoZnRdd|aK+pnfyl^>tE;q%u3Mw9hDo?Me3hSRAram2x zc;1E7J8&I=uKc7hw_x>Ev#R$dj=zpL<(uXz=D}=<>>Q}G z?+MvqFHN#$ZGY-HVSlm21lhfy=Clhw5;hG6ahI%bpdfgSFxT>TSZ6}mdc2VzM+&4} z*q{H6t0sf6cMv_4(qHk~Z^j2m*N79bRNR`=!jNQ0VCXNvm{6G<@?!HrQ?3G-9(Y5D zatZ}{lX9^RAFDUO2^~hSVK;k%ml2G-N{K+J1Z3uEiyZGZwNW~*0Zv+Al!iSYTRos4wWo9A)pz9lA) z3BEAjhu@CL3v_rr@v;n8k4|U?`mHub>+Y60ne%TzzXDM-P0z~J3}9M< zYW@&J#`1O$*%|N1D(aEJ4dwG?ZnYda0GM%EeqxjH|obYkAXL%XuG%q!)nH`S(#p6+0Ba>G}^y9%7!2M)qSsr-m;9 z_&KI~w=1quVHU2MSK3OA-PK3QWjyk-dY4Slt+cHC1bpc(Snb%`b0U2Wh{Ov`Tvo*O zk5@Xs;#bkCYBu{c?gE(=M=dgM?YnoK1SKIh+|qJC&m!j?hIfYo&`Y1}fvF5>Fsbl8 z#bf)M&vXOtspBbONWGgsc=S+mYOE0O=xLD(49LfKV~ z8G;dr#Yv-G&<&FfzP=s_U}0==PqP57PsxQ7lBR;Q%DimHjY>Mol90*(Ww~RpK;$LR z0_4(<3s6w8N=b-TVa)?CX{AJ@eEkjR**uRBZnFIYeI+Pa5Wb!E!n!)N{rmzEkwFLK zT$p3M^9~({`2eR)7Apbc>%Nm4A>gb^QEBlknN#RHq2(*%CAL$7ZWnKRGYa)nCZvDg zHs$Zz?gY2}Dd}c%yJT$;k;7!R{Ob7P8b6a^HromRsq!82)0w=iT`j}TcXf)0iJ||X z_M#EghyD5J?2ZGYdT0I@(cHY0l=1*kONc%ZEtMAW3iQ-jDqP$@d8m2xe8 z15~SG0jTO0Ln5Pv^+DT#?w~2;pT!b&Sqb{1fRRZw z809Az9I4Y^C^PQtfvH6?5F;rtcXC(07W(nG{*VPn1Bd`s)SKp8fYkcp>NPZeJ$k7G z3skUiOk3qNdsU$+))UcgWY}e+{l09re_Zwx+*uPMITb>#))M!zlB1b&GP}+v$5wTF zUy9k@0>F;U)cD-MS(9+H&NOy&?z^Q*MHlkw1Xx#5JMGn~LF5H0e^)t{Ca_F4>arCi z4kuw2wIBTnS3yuo)H;VY(r5jV&uD}lyX)Yb z-2v@N$(%(OdgagnUFWt{&$T6ya-ij_x(#Z}Q{-Fy??J7MdA>vgQqsfqXU!P*j?*8nd4H+)2asY)Gk4-SYCH;Yrbw5y70e0$+v*roNt2hWC zE8|jrTs^4wTOwc040fA2tV#OA-q#V9dI6E)2Hcs442L=3)V+r}>-dF~gW% zwCkv0;f`owxOG3INB%}oClvF?^L_tImBn2sHDJcO-2}$Yh`pqxy{XF|Q=ZxR`j`5y9 z_b~R7b;q37yspm;ysG<*vNkR0rN#>@siq1GMzo*sWenQD^VBxNCy(xDu&6O88{|{j zob1{(jB(($D$A%7D)ekEwaxSZ;V)(Nv_lf#mkmvw!)k|${S_!mY%4Dt-}HuS7i%70 zwP|_ZD26d~Mn;HHGT*v?imXCxVNBfnV5h%cffO&%ey) zluO%4+^^it`0SGVQu*-aW~lD9p|@(-PGlIQ@$%>fObpVP!%0|mR23rfc|n#ikUlI( zz`<8dS2t@O_=vi9{8+c$?v*i1j2gbu;&b<6Q1XWuPOE&S8LM79g&ly2ehI>HW5tH& z@|V7yfTOgz8gJUb^Am`ONqJKD93piOIp4z5FoQM1+C*i8o(1Y$NAF!yJk7`q>k)U| zdn4{1KR^Ad3;70juEqvTWsEpZ4NIdt!AD>~5ox&rTbu&|)7wpP=p9c8GM9bDE`K#v zdOAVEIYR`jNY@!7Ly;nPkZ*VgzXIZk{)SvmwFI2_-f=7VzAN~(LR9!jqg;t2SelKE z$s=Udm-F&|rRA$fy{yz@kM+v`d;ZA77W>?32)V?N4?N5bUx~eO2E{$ zjZbdZI+D7hOKfE2vu@+hi5w=lKt*V(S6vZj#CpZEodRjOUme0+*!@#Yp^46I3L z70$AE-Tt6;74H2wTTzLZqa16-w$!eU_j&>fnjiKjsO{6_9;21IJq{atTW{o`kn+mu z7yhxQ_Xo*qbHlp#w0Yw55)Zr?2Lmmu#RFN%450{erhARZ3PTG{&V38kf(=u`9}ygauxW@C;6xCP z7B^>cJu0&LUW>-}rF7w8d2IOvB<6+Z7sod!;7kcWk<=P%5joVsI7uYi`;as&uOXAk zdd{u;r+~;xxbwuKz=7*NJ}0aD^M(>i|KT9SuklVinr(w>^BY9uW-tXo&zCx2T3w2zXI!ZsAR+k?icI{%XEl4lkI&Nel{<;a zIxOeHZ{L^FaDP@Y@W%ci(;vFia3KZ*AXPjT+$Rg@x=bX{FyOvlc{s zS0I>A)G#L8^ALy}LY3m|?+*_muE%#WP~BQE!7=4c7`b`MnHfgQ7o`;H>jY(~n7-P) zvM&9rm@M_Y=Bz3_)U^g`_xzpwg7^xM6ihkdu0i-=7v^klmBPq5^q}j;5i`^Q2k6Wb z9)L?RF4rtgD~f+$y!mZ+wpyGeh8v%VQMzC6lrJ^*uv1?zNmk(l7RD^veBBXBuTXzc z9sFX9m*S3TN$mFG$g#|qBc#rTdFKiUD$*dZ%Mi9ohW%!2fu%iT=ez;!qvx}npI-RN zP#biSXf%+)s)aKggy6=L*=W7-_HKG0OCV;2TuEYwy)oICVIaT6Xe20!~+aC=NeU(c<8;_vIoDazTvw40l)Zc55^*7 zRe8JLT^GA!{PqJlCv;m&+(}Jii2RDqoa1?;F;pwuh4eBEgXyGx`j^MxR5@$Qic^E> zkGPvHaH#gIzdYPjmn`1$ntY-hF?v|1M%kiZ^yM@^O1>7ZcA|-}>ND7BTWaVKEpF^Q z)whrO8YqX%O!2To?Y<7=8eaJk(4j`}xQ7$~myrTs*z^~6Zn(;UKnh7QDtnSjW8Im| zveBmBHUGE$;ohd}CUTz2{mX2^<|hY}%C}y-Ytx77%`L^@9}a5i?w7k?@7|WKSNypW zg+4;gU%r#o_2|#)@+s~1ar-uTkD&dF+cAkhgi**gDRj)!4SVTCbJF#g`)1~eL z%a1mWnBagiYo_HTD7Ve3l&g^bwFg^<|-^Ka>3y2E8bTY5vJTnLw%===MdUqRWU zs|!826eCzdX!rF*n5G_7V>!eN=9NK)sa%)FLs`vg0||nYBYx2IEBpq-ng9|{ibeG1 zTSkzIA91aqi37K1U7&F!p^_yjFEi+?RlY0w*=Rv|xYTA5sB{yH6mkF1cQz& z5qe5n-&lI&CyvSw4n6lZx?6lNNVI@Qr#M^vVbKUG#8qB14xk>a4 zADL3uA=(ym>zc&Z$xYVY*SzTQpm^0717iWg#cI?uJLzv)dFv$Q;>PwgxSzn8#N0`* zmsPj(Ob^$&x&J%qX5B+$Fr~GMJ@_4HKxFH;X(YOWwO}+wLsRYB1TNlm7~c6?a$!HL zE1QPTWR^{;5CW&jPa2$B`*)l_3yWZx%4wG-1FQPtZ zFE|tPaL<@p2sB|5wpA1M(YfYn)#!6L5GqcFJK6mbcRc3<1}cl^)(o;aE(>?}p+}?@ zz3a7lxx+#4L!WH+hc}m6*Q@>6iE4lC7`<2JO_lBMnS|0z(KOLw zpTqbx!J?4D~%JRd# z5Se9Tfv-|=OOw6^XR7ONU7aqC{q62}3D~Aww?y|&rGz!B7R*p@f;;Y5^ryVE*!Slv zJT?1gQ|`O>rJv>b%$74D9&A!U1m`?o!ZmsQO;HvV0-fbSXdt#2qZ zn(NpmWT9RBt3pv21!wGw8UO~{?S<|U(DzFI;dj5noAxqEPsa@Vjn_z7m-VMMs6#5+ z9b@TtT4Q}A=_@w6(z5t%q(eb2xa#^h|6@;f1)OT)%j?NDvl#lZEmjhCu(i)9(tR-d z{b>>WePb+$=G%+dxL`Nlz;8pL{fMwj$NUMU-`qq>*)XgD)A~@dhWp3Xk`Y&l=|q}h zt_pIVWkWIgZxCEn`mMxh>yd-&de?i`eEANxKRN!Ld$;L4Zp*145S6!3H_(~u(~Q&z zj!6}9qZFc|Lj=>=dzR#aaPyS^EcB1nSab3R$nqj_1Bgp zFKI=Ke0fznmQ0tbDBWUej8V_w&(W>3u#a-rD*Iilb?@*OEy)+#=3GxRnzco+S}cCK z;X-ueXQe#r4EC0EBtPzjatJBZOTwMFh zugh#I{rmwj#?oX>;ouetyB)Q&6Bu2xx7wGp3-G_EKxuIgAWvtXgPW=I;hRg#b}wf+ zkwQ0}{=}a|g7}lLL*nzYCE~`?R_DeOunP$F@y8cmHPn3-CJEQJt7#lZnn<*A!Ni|G z32XkOifIZzRXJa?c8*7O!2jwkQg3~sLh^+8kFi zv$+%}s59c6(~oLm*WFt-PgK!o)U1Molu0e}`q5RF10rshJ+Q{o&(wS?&FvKi+v!!Z z$8bJxcHP=1kd2u{S_vG`hFh}AuXp}^Yn^_N1*mL z%6^h&&^q(_)%hpnhXib*6+^%F3_(cCr;Dn9bm0>}EWBEqNkFCu_Uf*BTg5WkrRj0x z`k?)E)Y9|P3Dkx_Y7*^}-6PLV97=!qBguY=`34+WTQXwtGtBM2Lt+lm)j2r*m#KTV z9A$6&75xGi?Y&Oc>R@&e&XZk6SHHcE*z={;j1KM%6qu(l_S<2UpOITzXG{q73imXA zz8HQ^?o-fMf?=`koe8`dBJC*V{x3A!_>+psQO>y)YpN1p{Ln~IA7%Zn@?wT{X{bLE z!{6C|UrOBR#d4m9-NjUig!L5sThgp~D=M!j`*G;lCeC-fRB8;jB&6z`HKDAyZ!CBQ ze{@NK6)SY}`NHnyn?s3WBfnPehI`}N=6}Q63C(+P?E?DGOk6*&-MQT={Hj%jmx&$? z5r<=Ub%4y1F^iIWc<-@);n~hfxvr9u+Ra zv1%(^ydn9(qDmd_arVS$AhOkj+_lF;Fz8*+R~Kr_a+L1`%_7yGl-J!dD^Pbs<%&;S z3!BqOQ{X^jDo(i*--=n4F_6GqjK-ya zT0)*E;0abm;jEZT3I6`!jVq(eBIg|4ExX;NNDj`zKJ5B4GNMFAMo#wfC=t{4v)b2g z%iX}aN%@o~_0GI+kxq;vs(+ROn@`6dzYTo+Nz9xGy`fOfMlUir{tmnLwPf+{F;9x@ z(F)$s38|A(y)piIdXz}+6b>1o2}O^3;3i%zMK-gd++N_OspwdMI8B$P$tFmte4y$p zJs`3sULOQwbq+E}791ThPM~AEfzM;&FLFoQ6{iP)3O+gci zU3~@Tf<7v)2A9{%>H<8s;Gu_HndB;PH_&$pu+)(zQWzX>xuk377RkqylHt{q{{H?Z zWVLRMt(^jU=8Sgz=A(8c;8G=%hK^Q~V6K%O8nkiT9}1LA`jpT<&m{Ri{+`!Fz?A-% zXE9e`^_<0qJLpx2>*%TcEdV9NJY`pV$k}dB5_k=*+!rMNP?lKD>RLu_|F*nz<28w? zIGSs{@VvnI@aMcjjHXvH2NlY=Pwsz)rVL4!j~#tvGyM6^p~~O)_2Zy3F^GSRW<$tt z(dT@)Cu+&%1yiFicp6+6F#0+N?VcF33s9C!wX+|f35QxCE zQm)ynLxjy~(r)DE_~|hCNjrEPh_zOTtRZnX;3A(Zr4c|sb#hb58rB-xE?lzyNT7$@1LvP zQ!Hz!%k_VN^h2}CD1!<89}yDNzUM}{2gDJACZ@_*r+;zaGx%wP&7z#K*C+?G zpyZ8Ul#vW(TP%KZKA9(VfW6E55T%#();cLY3p?Yr6RgMbU3sf(TZ083&({sI@mwx9 zp*UriZL8oT)K{e&jZ;HCDXh0J|FyDrvqbJi;Mca-2KjbQZw-$X^iWnv!;*0ajT;p7 zP2J$wDjjH&n1u7B&jsvRc6E$Mn?x0yy`@R&Hi-8b5wN3a92uwRZ|~Cz+~oL{Hx`%J2F1EN|gsE^*%-7TqNB-hp{ah;~>8l zRIMpYB_)55QdDw106%h1t|#cXqxl?T*hT+#&Mp*$N`nWiX^$>F+G_$|6#o5)-;FNHnYAtM10v=6VE1L?(9pG?S07XilJ4OzE%uw&QC1uqZ{v8T-iTYb zF%1l|2FQ;%>7S+LknF>V^WT=%>&}y)0wz*$lN}3iptZ(y$O#V;Ez0RgsM#z+pC;H* z519>`=#l={3PUC0RQAe%f0!)0;1J)M6}tJ`p0{QBT%**>y_>yTtm=q2Oy(p-G3Zc{ zrNTBdO_wT>vW5B%Koptag%^f_)2J_UM8Q)kkF0{4qo#mM|Fa8-)8t5YPt(bt1f&T}x9jwIufR>qlG zy?TyP!0CfZST{qjor7?c(Dm3X1&{6Q z?of+c)9J?~fRD>IZAHI1+LMirQ1aE4CyPF)%{i6}p6`e>LgtmNu1!~j)SOjX=FY9q zM8J}{vu3ZP&cFEW{-wq3VW*D6u%DUza&?#+&w_nw`07)cs`p2r6APC==x1~N{3w|4 zFE=7}>$=9r|88eHmOPoJy+&LC<4oEGLYj68uv&1_gg9Va6HzheW)N4?sE;Pk3ktNL zCr0$QzYnt*228%xQt)yGe+qIFIf$#bEw_^IUWp0@P`5Pp>Rg{lY_%+MX+A#jS)BcI zY37h6=0}#wX!G4ENY@&@7J(x{qwQkQ%&*{ld~_%?AI_>Awb8_b;+)uhvj)=ZH+Xp@ zwFc=`%4?k=Mbr(4X^f2pMMddjT#D^e!nwLDx_f* zbyTw-ZnwI-$M0|Lr}r{V`Y%M!Tfj&;<*P%?FUK?f*uCnG8j7~_$*$h}(y#e?5}N0k z?1sd%_)rf54#GUC-x{Hi<#FK77(7eAT)Cg~)9D-UG}~RLW_BlV2hsVEGK++EMkpBX zt3u=DJ<4jg#!Izow2D0m&jGDw7thNyu`L`Fz7lq=nAdT#@&3vB-L-R9>r2mRp<4N6 zChtItNfOTyJN4Bwe&=3jwLIgs;h~<82zFD{d-`bUwQbr&(fsGb9qm(DzmV3)GE$HF zH_8wM19L5(g$IHjYi3F}PZRtZi%~x%^bL{!=iPEr6P;f;>DfzKlRldg)@NvtILFcy zlU9dZpk)7K#h~Ap>*yeFp{*cXyAzr<%O=A8;h#3i7)ea{h@?+e1KzT227Jm+w}`w& zty|(y`}z;=IxPb2SD2`)aE5{Y|eOhmG0w+K&D9H=8n>-5(q>BM-VYx`5Qk zJ6>8Gq>G-!D#c%eG#^bG%R&FSQ|VNXwEOi2`+(I86R^j&m0cAc&d|p^t~ObO;H?Iu ztyGTWK4sU(-%oI}5`d%K5o-r=i#3>FB)Ow+@xUzeyaFfBRr`^O0rVr>=D~QBLg944 z?W@1Bb#OW+U~;Ag!AudZoFqF1XDu(s8z)5)?Ft052U$p>1b2T3f;zew|vzPeQ!P)2_4e#KUdMHK~e zgtxz2jadhO%ix|Y&{RUx&XWHnGOYYVcLd+UlOGha-^A~-$oxlbA>GW=He6E`&b?ifegiA4N5*{mTwLiL^M_o zF*+2{HvGb!%;CN0@eb-3rvdZl1I;PNpjeAiy^|LYI28@{(LuH7nPzCE z;5N$ma~qw^1?5ilQReXLfc*2ut8){ilp~{rp=g?D>EixI7kH+q3Ar{n8+X3X#I1ON zvAJ$~8(UVh%Ca($MP_HjXP}o|89_BekE&CZe3Y=c&&%!@TrQj^oQ76!W zyP&kPGZCHS95BN(7lKWuKtYzM@oUj%bq|i0!bkiV@*=J4V)344(rdga-R>!JdF}+; zcPRH6DL)BZU9T;Q=Dr1sf#SiXC%E|^c}!DV!JbvZTC*3eY}ISK+U_Z>UR3caX~7xK zg-!BqmFrJ&(!RdzJEmzazplff5_H>VCm`F9HBxisuc~D1rOiF)$NqgyoE#}TIw$@i z|F4J)SYgc0&H9z2p!)u?h`~f$g>CuDJjpKT+hpA+f;K@1fs;S-=bG_LC%wUvK;<8= z#?Hl^Fu);XL#Kb3n!WeqGQ-F)sdoM$oiZZQ_nfSUqOp_pFf8zkXxH=60$Q|`&i`L? zL5JX%7a-3Y`(WwkK;Y9Nm4OTmdPTaxO*2xf;e8jlBp@aAye0rI>7sn`ZSsPTwlP5# zlNf$e;M3UV5%6EYv3X3&z9Gkn9$YU>vlUu8C?qgvSB(=0oC5z?{~hV7kK0h*od@IA zYS&mkuSD&`4N!6{yB04Rg_Q!7LU0N)+0J_#vmA_@Y2JFZnb4dsiAKR@X^ za43XJ=rR9;&);wjZZ*9t8Pl&D&*Q%Mgrqk(oRWLm{OZ;qreiiFNi(E*0>=-^98wC(sKc3jUUjePv1+}CVq+M4w26<=h(}TIG;q4y5rGV8?)wm8S>40^h>)+bY}2& zc!Pr2L7rDGVLqw$&4c{T9XR@XtPJ~>D;n#1K0kf=BvabWKT7Pbr%K@~<*jw;mffOU zw+g(Mko*Ztw0wvm|7X65>Exfu@voZY@0B$+8ih1q;q*uYwidiva}!yQxw7e5OgS1R zy?NwNCCB;{{|-@?it>gV>tE~H&jG(A&_eynppwN9$y$_}{gvdW4|{TrE4nk82K$d3 z1_i0%e-?JK9EX0LEXTvcw>1Ukzgj0x2ep3jtlQG8(5MP5y~XTsLE>zrFE*x$(9!_V z&M#sQ1BPPo)3UDB5sV?Eg;wBxb5Ee<&IY2`A!ey4`0-yOo7h`oNv znx~E>6-+V>Y1!l=KD$%YewUk&bemjpLm{C_tZFKWin#+=ta-rY5|3DiG08$r;F)LM zMP>-hXEHmivG!a4%>wW{73p=jzrEeHR5Eb}&cpm>%h+C!F(9+G8rq)MPNca6yh8Iz z4<2-0HAAc}3%2zJO!UQ+z7G^yBDZBkrRp5ud!ye1>?&gsoI?0bSKNzh6$Iw0S=hd| zn+@(hKec8;`zH8`5Z& z-+gsaf~;OZUkYXb0%cy{x+;K(Y_}og9>r)ytYXFz0|2(&#Xz#hCr~d+(sfQL_vVhU z%i$aQ&Py4uWSedlg7C%{6&UpfyYz-tEx-aqt^)k9RX8JVC)$5p4p5NlRIRQ;_k?>Jo zKYkauYHPk=KUFu(CrD`~OdhQL&1)QWj!<=_-Pf}p26>a9Ew8DJZ#gq`pm@}4 zWylFNS1N+d_MpWiCrflZzJ&NR5RjA=)$g%^pzTD+1D#GeBt7XeuLovk{+!`&K?L>j z1poOJ2xFb(aFNK-(u}w)fQBmb>vNY)wmfggt?z@1Pmn^(g%Trqy(TD z(w8F=qwSZVyR1-Ca9(<)cTeTt+u~oN_Mwxzzh(lF;YI{F`nBSkFm)z=+$I-Z`(W7o ztto&c#+8PN`3F}(?{$U3|BT`{vyPD`%5z{4;04mM3!C~6pUGnSSn3Vk#K_Fphkox9 z9YpTlNeim`rv*JK+OruD&%fmqq%b|Qo|ai)6QoPv{7zwvPS7Nf*_h*AJ-Y~u-77z~mhMOJL?^9OOcqWeAeqGU#n=4SDu+9WPaUEu_q6Z6!ImYp(}P3 zQEVngIN8bblaj={oA=G{#WIU1QdiA0xtw9Tq;H!hGA_4pn>!ajfTj;Hv+ix4Ishmk zx-hD=b5K(z()3jP%m!u5yp|F1aOJdIdc)@1-tWj_epG}>BD*KfqcGG+z@3q2q1yZi zyYfzvJRigAl`Cgo_LLX(WTUzMTESPOr#jymIqFbQX7T4=15c}17d-c{o~$gc zVhgp(j0{nRydB3rqHdtaf@ic?GH;~%=O@}NXT*T2Opi1x1F5X<5h_P>ej_7&TVg z%zRA}RQk697y8(jDfLcRtAjk3AEA)Yfx~LI_~x5OJ3oS$mYwO|t#V);!-20te=cLu3O}-dNu#4agcc?nHBue zE>o`DjU=)Mc|5wGRC-kNbR5d@I>^vxikm~w4C`R0d|~NpN6^dhaL}ciTqOIqf^C;z zQ#?4Osw}Ph_^@Poru>sJSt3qHnS%otN!M7#IU1)f!_5$tA3@->q9HbH#?#SYHp1v@ zE=&4uVTMNKHCRuJo9UuEBZyGfWC5xu=u*dJ1PuR3c58G3G;E>$D1;VanPI;izT3r+9=h`T^xG=Ku9J zX$MG)=Hs^6nx#iKY3CHa45nBc%`mmox4R&*6e};W0Gw`cD2RXuWg_Iq1`^003q+=I zq@+0Vm)vk3;XLZ%cy2zor#yrf_q{aF$hq=$Gbi0n=X$U+h2JW_7uT)P1FnxPE|M9= z`n~ocQ^!h_Gu!K(OY~THXX1d1Av`^T{pkC3JR%xYUZ6eU(s4;H0?AWi9YxH+hBp+1 zmyX@F<)6-SUnJ`XD?OFEZ}o@G4@GW)>+_6Zo*Te+F@NA&=^d=LqAv^l)Cy0!CC7V? zOdT51Sr2Z;Wm?TJrMyB5V0L{}`nrVW-T(<&dO@nh zSP7W#U-p!L+KQaW{`yhtQkLz>(%Wu!Ouem+DL*UyHjrkk0yczy&_nlz%&|NE=cHCz z>+Nac{2{)IKuU1trElr|vn)9|f2*sgkSQaz05WB)4;HjeH;F}$^@(^%2U;Zu3p)CV z2M#lJk>YXF7wOMLlP2|K8<#Y_31qGq$~5dA zL%cI8Bqy8VBC;vI|I`rP|JKVso3CCvMtb%!kAcW}p&wHw zI~y*AUi%6GEuXQbs*OoY~G5(kf5QWkgvcH zq?DDO=we2d0Ta1vEc2Otz#Psl?oL1i9+5oyBhdT?Bx?8q?z2{7TF*8N+H)Elz26Bg z&2X?oF@@TA?~LnpL19c~O7`PY&iOv7m18hx5$&GtGtTJnyZa47u)$SkxQzq@%0wICaUA{G~>h5U=0-faD==Nzw8W0?SEUNshcaOeAP93=Z0DG*tzh zwMk2?Tf7p!xSQ(^+PkQjmwsF)v(DsJXV1Ju@*Q_crX=YAD6KYbKq&uE_>$P49!x^4ovG+g`}D7S z89Dv@uupWIA5KVM|6&BmU9Oe+MwXq;kO!M}U(I6Xx%_CY_Y@h5R}24Vt&cXHn)I0+ zx$ps9h?^9DF@uHh;yZ5DElRRTQ_=46*;0SqbvN)8QYs;zEC-DA>}ZQ&J{X zV^$r-oRJM}fg&e+(!Ati=AFYODknA(di-7Gf7c~`DoDAGE-WBu&0#WT7pe=gqVXnA z^ur9opJX~&$qmR#&Mfu$c%*xzFQ8b=o5b&vYe@E?z(7^!3CoY@n6yaAmK@4^L0om} ze_tU^w0`%s?P3y~pS6S-=02gc5ew2RQY|HSa{sv2RXK2^S!j~ya(E+Nkm66{an|ZD z!KCxu%a;GJC6Xdv(2>l^_k!7_jF*=!q(54 zkf7}%-9N33C<$yZG8GHr$=~4>qQ0P69~l2B!kwMhhM{&vQAFd=Jy$XLF{mda)E| zyk%pOe<%nOwB@@C{{!;nr$rj7Y^AL!+|;sk{c5YKQ87VVr}D(+qZ=-4sdt{dR>STJ zIMIiR|1a|N`F8*9&;z?*B+|+aokChU6Ql^pCP)7%0(wP;gbMfKL70Y@B%IX)K6Nr+ z;bHy#Eh4AcX^iKc`Y<~0kSrum{J~WiEU(%t&dwLxnS6GkRUNx4_~fIJ{;z#Bo&!|r zd23onl#rsxwXnA0ENqMVnq1=&Xx)XUHlqVA{_~4@stjlH^9#2)f;+R>EJ&aIh~Ab8 zw4?Thab54WoQ7iAqVfww4*N$<-1$H4A6rmgko|SBgKp^0miy0xq4Q(`5<8qMz~nPf zDYU{UM0nCNsfS2m9im#MbZn^-xMy(xUMa9_V$LG+|AX1C;1Z&>0`eE~ntYn+q0HRn zN*2W2HxmM<)5k0=SYm`ub{Pw@%l;`7%l)-SQU6ZUHx&P4xbUxE7s0%VS80!R;_4)R zr(lKaamT0lwnb8px`H#$2oc!N|MgobvB$|0<*#XL7M6u}GpV$$)B(yUzOcGL3H8Sj zgZsbpDTV?qG~|;H6)S?}wSx`ATIc*bZDSKf4*+{*Rn(vn5@gX+>bj_#38T(9o;yMr zM*g%>9gG0JO*=b-!gv9 zQ;p{Wz{B@XJ$GWb^I^lhRa5enP=MefEAp7NjUGK?jkKYEKkoa)EGL?Hh?|*$QMKHE#fQxGwZOyX1@2iz3Ptqk=i z@JMnK5~pVoZ->rW6}UKSzda#E(gLo|FBQfzz+g&cfamj!3-_nP({c^I1I*HF@RN0L z_8Fm^(<%m_Cd441Kq#Y`BCic<+?Ex=f4Ts%S7s3JBP2Lg>WY4XV-!3Jw<0P-30X^0 zAb(HJk=2Yfj#QCTNlZ$Ms}qgiz!uL1_0j5@uLHv9o`rcsS2%v>He&P4<#Tt4K%R|P zPsWu~Vgj)OH!|Gy3aDd zQH&!b((%8#Z3FT!^TW7T=C5~)Feq8!T2os)EE;~GN|YC35WN?d&u4p1_U4(XynZUamCO$$aNrGMmjN0{12Z;9%ezVknwIMSQGh!o95WrRyLM~ z^#+UWl2AGhPFjy{vf{so*UFwlBg9qW_woWljy$hjd+Ymkcz*#hOPLR$Hlv%GuU*@L z=KfLl0gF6(`A61s!>9KdayCIzyKtS(0ee<2tinUcHd^kOPQoc2K|S&hh@EL9EU4l| zygPRSjT$qV%HTxxP@@a<=1-pFUp{i2>e8>cHl^q|O5%0bGTLZZyh`kAM|n+0@}W0uz_hDrJ26 zgYBmK^7rfk?L)l@wRa1Eyek}7IsoB_LLO#Tzlcr_!kNf>%9XkcgWl)B&6Cn{MkYVc zvf{Jjh!vc<_Qp|w%-E3bjS4u!*c)bCM5kR;r}|+p^<2zHc}d&>*(YWJofQveHA^8_ zq&SPG)`c|Oar}mtzNf-z${|t(#k~`pr6H2`3`7KNsn;Zgk;QF{4MMfNe(}}TVkR!G zeA>S&!au!D@&D2-k#5djG%b``st|Nq^UW1v1i<8VHJe0w#aAm!yG^PIAU{`N@H7$h z%TII$p-gM%=qEIO;OFVMmMGHvZCTkWIKB^39WB5GT_a_d-@?Y|r9w|H4ivtl#!>hV zX7`C8gAULN$(kPv%wc3!znD39y}|9Y)g>gxPrh7b>6;ML4e{p@xT7o zS7Q0qQMVs`4_33ny+d2y4XDMNavW|r^}{eBDF0sh>%s4kqaHXdq{|>Qd^u6Xngu0r z3`~y#*j4~^O*zYdS2~)~*l^1AO3vLcx;f=blFm!RUhm!D3>W;4a(QFeFJx4G$^%^b zi|0*)Xtf(gQt2F^=(W(`L#3kiPs#neLJRj$DmL)&%!w0{Lr z_?P0JE`0`FV1TB08)y-Sb)gg*$c8j#a^pkVP40o4^X}kJ!r8qId}t&5cXYT{d)V*T z=zdrN;|d>~G*Ow;@J4$aT#N(t7=$r4AlxrZ4FDH%3PKW_wPDhHnP+EafQGszprJK# z?RrS1s?{a7M7deb2_AZWoNzc^X zp|W!V4B|KN*j1Q_>mZ<3NtZcyN4SjywOhZ0E~Y@e@eS@1+qBNAn;jr3!SHE1`5mN; zE{wT5T(a|LQdzuyX*WHV`=Yp66R8Jqq)b>phZs>ZZqp4t7Hdab7@3VOzo31zZd;mMZBma#1t8fgz%DLcLr=ui#Km>d5y$(G`P>n4)!~J2K7%|q-UB>I7w^X} zN=z;<)=wQD-p4E5^$G5eSlQaCl7Dcd_Lyo{Hq*e7+OD<)zczIoI4}{_mRY2cs_`GOjcEg{1?K%`c=3p7V8=q$-<1(kkPt*Y< zZ!;jj2|A)g0{W9xj9$`Gy_QGoNWf74EqGMv)LS${D)U;1&jE@&@!cZw`W~yZ%{a{6 zc;J!9P9uG>b9>0U6v0|V;jQqFP1I1%OMHb@sC|sHxdOa!F}GxZ*^zuO*7p$1tb5Pete@7`-5d&%Ey) zuc`JjDwFqlQPwNXb3A{Iv1gUXo=ZimXLhA&NUG&)f6@F95cGGaa-esjOspcxM3by> z4CC!F9cbV86!&Jn`NZGXwimfW?6-TrGvSb+4Q0sEaYl1})Tzn4+?t|6Be;{{Rww5v z@(i0h{l%RJpzO9l2%qK_`K0M{2I8md5On_HmG=N2)0)PSw=S&}utIO4-MYI9x914y zRnc)^$c5+kXRppW41KbuP`nsyKF$4E&#KrQ=ysUnpLv1S`VroDCvc6+9VO|8nNSOO z^=Fb~Z<=Ln9>RKwWH-}`He0!VTNb?vPR^IZ6@g!M3EL8cm2uB7yqBLC)UG!rcf~b& zOaCnOwwwjyC9jg6+*jLr-SEgJD@-hVv&of8E&;>Hl*jWkjEeTQmzU!S*Cts~Y1xjU zUlG4z&cM_(gY0ZzAFz^wFdf8S{MMqVDfw}b#aQZcXlWGjCMzZm210JxL?a}PwDQ=Q z>oEzhr0Kr+FR~9YJ;+J+Q5wN~e{P*X3&#c5K@Vqkyx#x*~UbJFWYB&-Ny+)I0#T3umsP4!IC3M}xrksOSO! zz!2PdJm5r(k*t`k) ud-SB^wHq9Jw#m~kCV?cKO8et)j?BC14Lo7Tk1IzhN9$Vs zHj{@k2ej=_lD9#Awq(#7#+&#KO?!ZG~#oXKZ|C$E}_fJG#r zx}r{X{ftl{v*>*$YDP^vH#j1|N(HWwskI+E`Gk+*I(EDO!zXK-p7%G`0CDKCSU1kY z(@}=tViQEHHPtsxn5|oc)qBfejigdU@flWDu|AeUec>w1{g*ju<%+v|3WM~{ODB;*t z0o>NHF!;2kuHpGrxaOuLnDX?!S_K=~dIZnyJ=*xL?2)ab_zp6{FXpGAqam*_1%YzF zt8e923;R#j4!AXw8uv<`xqJ+s@Fc+R%u`?Fgw2KxIOwR0GPNAS8r z_v@Z4o$H;AT(J+y$5!JmwgImV}^eLzGy47x&Y>Kn_rekv}$KOd_+4dZ!9*d+1&PRIIjzHo)V7#y$tNw zOqfo@K*{?Jg7{2jw6+EjSJCPZEH$e-Pal30K7t{uKfwchjx9)HkNZfl)P#^I1Ye`$ zENFRKTcE4zP4U*isK#NZ)OwSTMd}a=1_Tp12pH@_bGzzsG%6KgfbPyEu zLNjAW)dc{|Ug_8p8s7aG_C8TW4~-5-gt+5CL5VcXDoFL1PrsG573zH_z@3ZpDw%!lk&of^p(7C z6epiCormYv!UYu1&>B!!@k4u8&7hVOdln~89?1nwQ0&rhdE?m-^HF&8wZ5KtOm`@V z-2^=s$%%|vnHvT@9L@kq$U-@2%Tjj~+EM(bGL%Uc=oIQH5M8)InAV-j6uJsU>yPQk zApr72?#L2*`D!uJE$L&y#aHkqlHGW_?91d+waHfDj)>+E-&Z(xG4DF0mZhybU;FVJ zZ^JvvYg9CE&IBS1GI!H@cJ2Kq+oq=%h~N;~h07%#3fPAC^cG}_>KK2-t2+wS(VavE z;fJ@J3Yk)AmpylwHAW9buGMXMGM~9MQTU)qVu+`)RKoL~lWsn8ETR4Z_$hh~&U=On zt`BNxO2I8&(NWIX#hHAj6>2b3xYNV#80qy>-5Qs|pB{#n@7O0AqqpS+ytFu`i)%lp z&`Z2oV{%gTy!UU%<$>N`SCFDkt60{>rXbdlCY8n5ho7G%Qche?%jn9JIj>^Q($!nT zAtDQ#8NnL$H(PJc6UuNL>4)pODkh2Dzc@=s&3D!|H>=n82_AS;Xj0tA!zwAhxXNr; z;$kGN^a6Ra6doF@2$p*gJSC*F@`O?ES8wL6Ms>})4+B;5wzc$4bSS$Wf;Hq_tTkBA z^j%fcHOk~M>_(4>dwb3|Gso~L2`Mt{kVvG%_dkTdeK-=EbxL6#_H zJIHe1=hH*a>Emw_AU=Ko24NU&pRt#K$J!)Ktp!{zt^0Y5f+GQ7th`J7kdMPDzq;=k z5cpIeV!imD<{0iu9PI0Q0+(t^dJL4@K}~B$$`VWBjaM$ccRW;@{SsaV!Xw25*(5{c zpYX{Eufi04#@r5k8jRx~pOT#BOZSLClmGoITv;NrQU83?M=G71lpmr9=OSAAkU3NP;c-c62niG4{fd0kyR?LkuntlPXbEL8EBmM%(%|_}r^uU}hmxiFo4@$iE!`yZXYSG7S<0~0!;&ECcIV1H*)LaJX1i16 zugqO}n?Q4Rk}j2&s#E~=`SaIJERhAXWW#~lvmpedko4PaQtOqpGMncGj3oW?6oX2j0YB>T%fa60<=5z9B7!(tg{p445R<9)qi;bh|G-Q~q+_sOov+w%ut5g@pUe)SogcZ6PRhS{QQvK>O|NzM5_r2W6(QORN=I+61n55Yg|M|cW! z3MobLBHrWiqto0{0oDvu|3!p9B?|z!_kVc^uS?q9LlPw`f3yH)e zsZ`63fr2ncgg?iNo2SA91g8sd0#^~LaFh_mZ0T!$f%^0WUW8UcL?cig^?3d|UW#$H z^Zo@tXXESRzjXKEmLm2z2xX1JXM0lKS7A8Z$lx5I?4|4@37v*X!LQ`;pJkX%(%BEP z0v|QDUsfpGUqpRp@sP1Nc{##QUk*i2>Kb zt1y+*|bE&vVm&*&h69o#9^{-bCo`S7)2N!ou;Oq~82kO@Dy)Iq!V0ckv0 zi*$e*$~f=o_4k4%Po>3jA`-f7^l}R-bPA&P0s?#BEsgxjhwiIIA+VXg>|@=&kuqAQ z*Wj#6aO44Eh_OZ&hqUoi2C7h<+~6PLf=uFhX|xnig6@oyjle*_NPA+a{xJf>l4o;} zKLBdPd9ZetG7BpY(@E;>__sO^TE9z}j?K@0cI^=;DihbUP+EG@bwoUoY0Yrj(n{= z+|nyt!HwmEg1#glJK_DMjAN;jUGaVVU%O&}(C4W}(r5dQWT`-liVl-i_G0TIob4Bo z796_S5M6V!ir5FsTni{(>Con2 z&fj_wf!j=xZmYh+JWTZxAT1z;;?$=rt<7cSK9))NxEtVV;>6oyf;q$}W#i!jZqD*i zcR}inueJJact}l3V^XTi(L3>YCIbt3yP(+(e3OZegCO*qrhNZE;(GfO8P6SBP@rF5 z)3-!%Pn0<~AHVPBXbX@tj%E&^q8|nm(;8f59$dd3u|`a->a&TMrtu3=wp7>N!y2|(1O;d%ml(M{dj6U&n1J%;Cw>y>Zo_Xgh5?2xjKLNHo{rm}+ z9{`*lQYEi#IVzcl0AxPdD<%eh%~Ek17}ivQjwf6*J=07{=hY?VRyj zzPI(6hu*aOcw!&R6`zoN;eDjrrGGPwMKD5+A{FI>>a#eyDIIrv~=@^#!)iQwG_k#PvhUo)!gEXtfSJ%O@|J5Znu)E}k zC)Y+SPDuFaX5Qr-2XbWtYUr}~;r4|@moo0o&V_g%3WdY!>~#T8{UWV@dBi;q+HHp+ zWA*p#{_yJSH}VnF6LK~mw!r+d{70h>l~;ZpwP{baKb~qQPrVvG)5pzkPE4tm$-2C_uZ835*TlGXli)hqR(!-QFrR%VZ?~ zyo%%{@#Q4^VW?<)YolwTrM&UJhGHQoQGFdS{e0-wXbSXL&2;opE^ps2H5*M{5%Yb& zwrfA;!&pwINnG98QV)#Jl%dx8iEZ?C-Vd3To@vq9CRU@>3fn+vxNd(3reEXA9(=&x z#wi6uwqD8DA94X7yGKr|i-;oPY*XIWs!_w>NgDA+R!dMn%u z@%>dmxR17rF`(ID*N)AXOnQqfCuMo=KF3|tpuOZFsSC7~|r zIj}sdH`6d7vpb8ILQuC})ZukuXf|5jTIlAAtm)Kq1~B4yZU0S^C9-NI^L>+Z0%Grd89t^1racmjwp1Pd_RJD za_A<&1^(pwpZ{Tp@VmziCMfu?0newE>3L#dw1}y3{Bokyf|cvV(oMob>dGlVERtTv zg)n{0XJfct_44jJAA_e@1ka|*>j3OsNQoL^fEqo-;HbLfyiPL^#mO^WV|k~E+{7xq zZ{$ll;RO0wEm@h`d(rE!b^4cBvhgq6YH2Z11M>EJinQ;oZw7FcV5Gm`x#jAEhpl@# zgx=;}Rbpoqt;%X|LIJ?-x=s*eHq8baIpvyF4}qg$yi|$l-cgRs!%<9To=Apv`C9_{ zjqufnPJ8!|msKvHTbB&@qTT6PNCdnOl-dVmvDX`cr{3b>68sz8L4^C*x;CD~*?RleYr_t! z&ge93dvpnuJ`i-`EU@HJwU4Rd`jW{1f36%$W^_@|4haS-h zi`n)k4}U~p9LWn0?PuU1?}$Kl`vC_WubPx4x02zd!W8_y8^@7bropr8noHgvH#^SiIKd=_rw5u2Zr{RQiA|Auwg<^0z!%T-a=pU&Ns(8kfO6$E{CE})(NT;SW5 zC_UC}3=lloU3iYKpDPt2tdnPG6;L*7TTw+%F_CvFS3$s_$hkadjPZH+mXVpxc~%SJ zN@X7N?8T#^{OE^ra?~`~`9Y+3C1_XAX_elJwn_|KY>Xt!WE0(?R6GT#Cz(%b?q+f1Z0^%>tR~ zLEK1;mCz2(0?oqZ>?2}>sS2Z30R#$2(nwSFz(Xt_>5{QGkcP)NiG$SM5 z*Pmy)ZDWE0Y&sk7%hd4gH9B#W6E7o}Z6|lvn^EP9NPCNsOvbR5S%yiNOVOjN9_%B~ zo4YU;$Ki+VgNe-M3?~kDU$()pQJx>5Gu2UENm?9TD%%wE{`CR(yq|go>bx>)*_qgR zY7ZRT#wFCcWuS6vAyfVP0F=TY@0;8NESxhsSa9n$=|y;b0O$u6nh;Uj30IM)fb3u^ zC`8}(e@#539riJ0pC+sXH~ePLX-pQ2*yMJ=1b10{mZk8@4r$0}q1*E|B@3bW4Esa-nBicol%I*t|z@~{pnLa$(-Aovu_6DF1UZt1n`f_HY ziLjPMLvmO#jpYarM&quQUq^>F0Vx?jGn`C@;kDsg!s-rqJEIDWNJLM;)3kV3qjp$y zmVm+q|aSR)*_G#wj4`@b#%}rkF*{gcaQ& zsYT0JAY|~TZd2gEf#H>Ohg|gKy9FdmSlecTSCWx1GS(1I*;?lQFosd)cRz?v9j&N1 z%o&EH+B=H*y&b9o@wPxEJu-p90);mc4iBuD`eYzA>_a1Sq|CgDS2ji+P60sK5iYX@ z$P06>z@*$I77O){G~$a34U3_%7FJCUf^NQIm#E3y;hR~FR1<+6xZ5ZU9YIy2&ZuLD z+8$!Jh<+|4;!ZfxI~v;4-GMBSsZ$yjL}owU;8T6DV`Efg(MSEbd^wFZgVZ@rY9rCY zo6~5a6_!#_fHCk)&&A}L50@v6DCW>--NeJ&ohmeMYxr6fEcQ7SWHMLXNT|YYP}{g) z)9F@hYaMsF(5>?r2r9^<_JzB5IY8RR`Os=`u?yB1r?^JZ$KTv8@G~D>=Tum^Z}Ujh zQ^$TaDRN}|xpQ7sq+7Ss`R;63iVdsE#@*OfE$v!^Q!Y|uGd-OE%DP~X@%jKXQ_r^Z z-Y(~9Wb6?!MX^Vbh7?}wHFlvyy9bG*4(LXcLgxs1-d3fJaZ{pF16 zsLc;EB;pKBHq-kMZeeWo!9&h7)vT}Y6-bY}0X@MkUqq=e=onsZu2Z|C>s=3lnFb!? zwuRu-^5%wIr)4ULs2s0X<1pX19_MP;zo=rWVBO2ijfl7+_J+1=Jvc=F+pOiHf7>&8 zHwsS?YYpNId-nJ1x%@j9$47+L-^Q&Axs0d=BZiVD20I zjD|aM3(}x)k~6W7aIc2Bw*-ns+U{-2m+2Q}1`AWSDv=(Q)ahtw4~Osc@+d5C&f@pP znLQ~%b@uk!M8L==KMO`p^A^sjtq>3b7Q2lj!NEjryP8-6G%|on-uu1rV~(*a(Sd@* zx5#6KWvU_mXXh49@P?R)zyaRYgX4&l1Z`0muT8g{a+JVYGSmCRwhKe_fpM{)AKA$a4Wqj)9MgkXrH?T_7V+2#}{!WOl_#yj}sBqFEgcX=3nx|Bpy@$*OXh6V%j z0=-B3MH8)4D6`f5_eLTmO(HbiIhV7wjAF3;LY-qN-S%BqB{LW5F@&p(jY>U+my?&@ zxYaDC+6fSeTF(d%lB{w&!p;vHmb*nhf9~dv$qMfS#S1c!Y=s+7_gt){*-*L-jv`_+ z^GrpV2_jl2t|)n0a2DF3eX7L%E^oxz;uMjTFdu2Ab|^cg?Egaa82OX&4)~=oU{*S9SW;v$$9acDC#TkmiH(%T#VqkhCaO> zkaU4`x!i!|ebq(f&g(~A$%@jVCS8peje~Opx@P5!H^^Xe8(ubCpC-LtzYks*5a~b2 zS^83rI}&jdmy$dK(%b6@;V?g(>?kiOV1XWtlpH^|6KNWHJ@|b$JVut(iS4BwJ^BE7 z5-N;)Z}za|)wImYuyy@3gC2xjuW@Dve~p0<9F5XbgNv7%_86%L?vsf5Z4(h#61K-e zV&+b(ZzLR|O6tr(qsTCNW9a6>bJKu@l-Ar-tT%ygJ5Gi2laE}vb|9$onr3_l|6pqO zsFfPK){sySFSt-e{Z|GbI|`Vw1&D|RjW5I4He}fz64*8Qt=OcWj!xgX z`07+zXLtMnb|Fl*HJfVfzD!41SIv<1EPof9mE7-(W=~fhAn@c$#2Xzdk2|mPrM3${?N>!?qnA6jCjDq6zD+;T@(!(!Ru+E$mlsm3pQg-8|?V zAKKk|=<%StrZ}b(Beh3`>%b?!eFe_G9Q`iSbz0-h`q3}1nDW;v;wM@xbNX=6=SZ@B zR-MtX*o2If**wb^`JSlrD&)G^3T-Zjkp*m_v?wCTQCX_QVrkBB7GqaL-dgCuR|Y1d z)XF(CfiY^lRgV7o`$UKCL&~OsCEt&;IWlS%`qW5=vt%eYnuEC zXPHm#BV+>^H_4lnJslZU(Tnho><*6%!yrYBOlv8hpCc@wjSXdbW#fAz>^_87Au&Q$ zjTilRlw%Cvye?W>2Sy8&@EOM@B9J2~XBd`xlMkiLsN^CY9eO>xNcv{tM+b8pXsOYD zzY-W9m$$J<*soSd3mdXwq#`lEaFb0V&(|lf9S2^s+twa)b~e|nUw?4k9`z=eo~jSS zi7OXLy#~$eeh`rjP2csAr^|X8eG+BD(P*qs{)RN@vUkjxX>+<44Vhn+jO%JsT0~Tp z(I=MH{~P$)>j)f}Mv! zsff`p;xk2pXyYUI+>>BL`v8|)-nm{srfJ=^6XdS7qj!PYGg)f*Xp>8vHyY@6)9>D7 zzh_@5U22+iY2npRr0-d1%nNBF-PO2E)`nzF`hmZUCy8JqRBeu>#S-%58e7AIZX(O! zA2N5WkC4j#Mhje;dph^GQW7e1k}xPR)=I}Bq-~hsEqeW^@KgNnK2CLfw30tx8Tp4m zC8E7>2@y)_y{K8ZB!bOPyeZPA`pwI4Ntsah5!R7Z#@#Ad^pE^(e2y8jw2JT%4nGxkDa_|+1lg9< zWWIb#l6k!mA;XN?KG+OPkrj^co=6HgT{7F9Khx~$RtYUacEKrPYmK`F>zBJfc5f%F zh!(K(@wQ^_K<$xAu1jGYY$UKM)7*f48ngy^<)zg9>=)Rt`Ns~_fN7O`5NfirZx zk$gc}xz+mWqaf>|pBlShm|fIj+Gu5@=6u+RKp-s3#M0elA$(o`4R6u8A8LwBl)d#; zl?>d`^2a`ESir|fmBACc1F>bEk8&QRGNID8mrq8ZHBJ_LA;H|cn=ir(K5%+#`4o*zK;qdoe`UX3GRwLE)O zKjMJ|7e9_epZl{HJs^Yv$@tvfb_yzGW9hGqH{`^iQ8o%{koZ5ZD8dOhU0+OQrb z$xo?pV_*I72~x6h_K;HH-f1uUdA*Y&}ZLI#(lG=$)APF<#7N>@MgSWp|FJq za#*RhrLRT#30pkluoLx+;cnx|s8ygRz{snJYC{J1vqJjmljOJ4SqTtRE`W&y@2((BQ z2yjs{4(Zmk*)NcuHe3>GQP>uW1xniSP%&tETacAlKQ^|$jOuBU;r_KXjv75dBi^?`Hc=F5t43=5+(fmpUbAG3SyO#aQ4KO+c$ZQHn0#z;Ld1&jcYDZ*j!MG17&J3h- zxXPT9p(RB`$GT~%goi05yJ_l7t~>f8VEM9`B)M8xV6fjEnQ;7QlZ}9=dd9Aixmc4? zlv%A%>P${q80~G6b;-P*U9t)fvXyEX)t@g9iKCuJ$&2E&oMYoa;ql7)_y-TlP zE{_(04;_0Y{_}RYQ_$DVJ?t-H3)iKzI(G6sV{9IxIX>o)gR7&lIpb?p&w;CqLK$wY z4HvTM(Tw)1l3#Zi~ z4VZZ_&8U>#=UV!h%s{}pXu(GE=S-W|g)_Ua?#PV|S%!lQju!E+y_8OGym~Dv@|Kw$ z;K@X&>L1r0BHsrWU+bZ=1eD%voCUN>4E>em4ld=U$ zyn=7`o#t%CTZX7Uv!NiwIy?7pYo0WZS8H|N>!)IoTi6(Dd4a0{* z$Oiz6od8#2Uq5W(Th#X;dTGU;=ntAXQ6{6w2qhaq|B(fLzFe~0rz6fhFFtzn*S?ib zW|tZMK~Yy5<zMgcMzPIXBr$~+(Vefa*z(7% zu_(OoU)E%kuy1wyB-T9>n?3Eh>DtQi0dnA8feP3_F7RgV91bq_j`d*Sb5b}Q%gCob zC1;#OnV@@0$*rXLCLr`U_C*nJqf91Di~_tauG2I=s>P~w8`_2C&epaw7akZlM*QY6 zgF?}bh5Iq@O%~`)`x|5=Agk?81tSA8j#b=@MGF;m)}6vSY-L%AEav4MPV7VTpw7mR za^FYpA(|EBWZShy8>yV()EGyJ6FxIG9A>Rt$OG)j*7>xpExS&~j@>HxuLh)|j)^cJT&-0~bNzNXj`E}VA@*8P_wGQG#vHZ7 zVKQbqQVBwrfMU4uIU(KSy7yyGW;cZy(HJzJzr&Ok$izKN2m>)#<||j#o^virJ#bZ>i+;CQrYj(dk>uG&C5p}O0G*lB)1Kv=4zN~ zS{wB+G{du}!|t_wnWQ4%;)rBf3mV;3exdDeI!g6sSYl-QGYua;)*yLIG4UQ>);&6N zQ!mui5xjDlU9*yU_;tWY@tX8!26NuRdX@4LqNTgcZmGmyYX%)~bau$t%G{gMNe&I1 z8OaUO8+A3_W>2T5>UP&0sEca)n-Uy78L@7s)D|pkN>`~*A?U}0N)>jj`-I>TP|S3U{QuI67F z*zQqgNNpUdkPWrjV-o{Y7Qe6*Tk@lR1A!^lp7YL*w)8=wMKYP!_3IepBIF8J?ludc=(D` z9KTTe?za_zv!Au~5hG}Ls~Ua1JvLm}%NEE2WkWzVvPiQlXJPa@f1&Fo7{&k?VunA)ig;Rl-WOcetT6o8<83itI{v z^t?qI(dbV$sb!XScO5wHMBguTp#&3Hwjx|3(;=Xr78)06FyO*RosW>|@M^u~{@VW~ zR_ZF;^(57%=Q7HYUi;UMd+M&gsII?HcKvHq>5}YFP6UP+F4Yx;p>Cpwj%qotHpk;S zUaG@Rcei2CcA0P>lxPj+jgebFpBZn+aBYjQE4!>nJa;|XrkJhA7dVN`xX&b${n8=3 zpnlTDwk#rYbGC&f1tY72l?bvB$H}pOY1oHbDWZaP8A&BJWO?jFGj;tXkrETbwQ*96K&%P5 zELYgnebw-+S^F2~OpX2%VC6u7t*5Nor|xu7N_BD!#fPG31}%O*WQ~RHa8he_=6njZ zO;ieBL%4wfL8f_YcI1IbgQ;{N-qn3WEX-KFG|5+IvpH@{g0`3ByvA z?)JIoUP-qieFVn0^b-g8+sy&JuIVocJ$6-AM>6Gm(Otbi@}iTL{NrqB&FI;-C~2`1 zl+~qPXdv$pVV&+y#towH`znz>3)TlH7H6lseXpgOqSJk*3sLYRn(-i%!fbBTQO zQCcqS3iZIT2!g$U-P;SAZ)Zb8$n?~^53e6eOuN78nZy1m&|XQ%sbupDOWVyzl`{g` zE2PuNpo>@StBJ02^7*pEimk%iusNnGLRUGuN#yYQb27 z){m3aGzk{&i37r5gpjuAb-?gCwH{nQel&d~n&o9v7Wb&XF;wQxUy`-!Z!5{~a{mMrq}+ zCk=LWR#v??`&J-YptA>bPWC=Y5Iy2)zeIVU3qHEC}NCbeuox zqc@kye?+HIj{9@PR+IhL1s3i@m%u=&B9tUR-h@7&_bv7Ashuz?o8#$lxY}#bwBE(K zdgmhp!m`Dwsb0$3bfb)10s;E<2oGUi7sO>LMz&FxEK|w}SXvYFl~ZKO(W-pd`r6pV zx~y1e`^pm>a_M(J8lccFJ29i+`H~l(u`oZHkFPp)?_9AJYG1p5XppWG2=TtG&RxF5`{-Wy8utlM)D+h&Q;pDA zzY*R@ZUB1AQz0SNEHn?h&86#19{73{8mcwHp7Hzv4#Tl`+$c`pZu%6IUm%qewK$%SUl^X>)9vk9S z2L`FcH}nm?v6)T;SJ=(t6P5DIa}L>Y=qR6B45Ff(6=@SycU*#5uK20igUc|gzQb@< z1%HmNx%(6)lJ==T{Huc7ZY^xk9U!`WE&7T-6$GrL*w+R|X`!ecGAiQ1LxY!w-;6yx zX|Tncd`5A7Y0&oGuf&fn>~;rZ2MYwd*U-R(*?UhWI!q87P+J;#YCT z+$rYoXs$`F;2v=;tX8RJWCoM5#l+M@of5zEq=rLRucx?2kIgy*#sU{NRkz9dEMiD3 zYZ{0oo15}$1eR9e&VjC10hZB0N`6S3!tm`PpnpKi5I`040V{>WZRW9Z>yKb(Vhv)5 zY!rsP)D-*Oln@Ur0f^`Y{|A5|7&VlF+bP4+4)eRx*!dt5uOYmiWze-!+8|=>6Z(ei zd}CZq1sf3g>|2Z%N?3RwLT-LLd8};pC7NbBbL`wxp3IYBJNnq~@uWX0PbQ+5k}rmp zJ=1ByWl{g)pH^6BTzR4(WrwEUVe!Nn(E@tE1ZP7gIyuFN+wbq*{;7d2Q8UD1lJ_aUWNR5_ ztyiU1zazl;Mr2krWMC;rX}K*y|eyx&3sbg!}lovl|WWD zawMrRNIHvs@ct_zGS@ck_s~$C){~bOGOM32^aBb~y3i8^21g50kcz1VyRg_FdnbN^ zlNp?lB;F3w7If|3bdBHtetATll}#cMB%LT#iP*C7`jDBOa?;OI-bhQC_9Y8rk&^(T zygvHl%r>1wPj-}9|4DZsoR%3n{7o{7@$6&)Z3fRh*@v{%u7|*s5 za9TBvO{s_88{n;i~h^awzJ=c$K|_b$V0kPmcCa-WqKq?v07TwSq=?6fs@p1LG%;lN&gHr98vXI{SA zdLE|`?h1w$cVMB%#>l!Z10F{pZD9~EzAZkDJzM3&!Ehp<<>-r_L1N+erdG)C@qN`< zNphxfZ2~04J9&RJ$zW(VF<^8Ov1v0b1>r|B-($&dzv_4EyA$aCamL~BTzyX`b2ib? zdan})G~pSt3bhXy@~_Q7OxMsEGX!S0Ggw`twT+F5wXcgE@g^MW%HF=p<3cXx>8?8@ zxEB@-^JKyB{oXSTV7aNW6qHXeBSwD9l{C~ry8R#~nRP9G5GEkY8}kG0RkFEdD@4Ng zCiEBQnX3&FZ}d9$)k}xhUymvAnXuG1Gi5H@Tid1%FmX&~(gc!_-h!vty%uR~o9g0` zjDIzR<0bMaEY5uP6sc*ZI^9&Lj%HQ)=|fKmeKds`H964fT zJ}O_wikTy+P79t;GDx@!b)sxC(=^zx&OAcymBZbFrZ)9~`}iO=bX1RUhr0~aWE7J% z`-KR8v`-u12UDF-oYlwy8({bO;KLjz)A{G>e3x+Va7}t1q6{>f!IW=14ZYq<-vso# zV3;46m2J*T(2R2KHZ1V`mA_^_hOh36Bh83R|U8l(2#*I+~EnS8b6bE5at7H&U#d^J@6T=M~A%~5-n-+{p zsdqPX9(B9A3%c{U3vMj++ei*eX0WbZlN=At*77W$r%0Wk{e|lA{>lcwe;v{#rgTP8 z6>O;+Z)8l)iI6v~K9DZdOYCo8s}6L0h^FO?81dIqnZ0WrIYH7ndSX;irxwee#ozE7 ze$^XZpDkt^YAVz#{^Hi-`{Q`ORjDNYP*5lkccD|z_YF;NzS67?Da1`Bl9(&^n_H~l z^BLVLw)!dBdX|}83$@z!Pka+c0_A6kwtQ>*QljS@vIyI|HbUdJjtlCuMj4cKs_Jfy z)dvSB*xa6}2(hy^gsn7{hAUc14C`*6Ed`tdK|c?x?n3ND8%F;N(A?q7%6ycKnX0vT z?L}38D;S&`Y7G$2H2T?(;2sOoy1W|dV)Cs?B$RX|XKt^mBBUt=z90?x)Y5k*F>ZQ+ zf-g+FBj$YaCP3<2%=a@7U8m#C26M<%I6FGs5Fzvv;#=CimMdyuOXN<&RR6H>@O<79 zFipY|vYX_S*5)k`?KwmuPZIKA&U=Rj=4~dl{SO(x(WT=Gr03@Es#-r(+F^YnfXvu& zFIo^iy!s`GCLvSZKb1yzzuPRuV95HIf7Hcn`cNT_5@;!DN!*`pxz@?8oOi%)GTnbG z734o%>r7L;9iscMp>%@8hUT>Cghr39(&M{@oWdg(Jl1Nf7I43>^kr(OMuW?M8gpEc zQd*+OJu9T__0nk|A%iEK$4X>p8oM-6yKI}DpPfSUBP2c zx%0+S#6!KrFnsTrK_NX>I5!7pJv2BZd@#$AbR)z&uVH&zp4}F+11t=EC`* zM2#UQ5g2l7mjgLFj5wn~rT8bFxWmbA7*vw9Ikigs@Q@7n26Q;m%U*Eo57sWrJcuF6OTR$z1P7#j$ZAWO|0BJw`dj#;!vdX^i*2k zpHXj7N5$9FDE}9+?f2~&%ID+mYr1iQ@5ZGxa|w~$tGO>Lt2nVaT0%%ev6Qc-TtcuK zgOfEdDfX>qDb27B6gD{a>~pB!Nuwp~*_T=EIYmfWj6Jf4-C~^g(6kV`mvXWsQjY8A zit~W`pxU^0^Z1a+w`VwT1ACFly56)kqI-f1#O_C_P+RuRD#IBJg?~63EkDAWE(qyn zOm^&MHh+{hKeNcsvFzK6}a#`d!#`p6`iA8|I-|S^KHq(Yu z;eo54F_|+BwzrLJVfjLC6AI?F=k6&`GGeZXjMc^#!rf{@CquM(%_ds*@-b)p#P}#X z%sSJ87f$dKgRYpAVvq9}-#rS3E-`kDjfCB{XujcXlJai^cfkA|!8`kTF$h-T}!f~8C3S{ucnZVUhn320%Nj`o=&_* z4>nI<%U5;mXiF!msfJ`Rm>;(1GIkcPge|I#1{y6oOWo)ysmC%T`y3$rjWwSHo;N4D zBXtH;eAJAtLzFF_{Oq!2-OJkwYOkDkoHgle&R-Nd&oh%x$wldGH>`+ABfo!DQkS>kS9bJT3msN;C8cP5CH3rR$;CAl zNW>*U&{ee9f2 z^SQCPBG8H)u<2Upx&6FHL`o71-j2of&6Cy;ny6tbwR-2C-g)||X^3t{zrL_sz=gW} z@SMr`QTyI3h5nQ6{YzpRjMKHXAp$O>N?QDLpCa>z=(iTRyB@UI$@dV0wY5DK4?w;< zWEVLg6l){b$}<`+uf1S)h`l-%f1=dUdI>ExLG@>US#iOWUsh}<3J&c;I+UZC&qVb& z^n$yUX7lpGZmOtze!G!MupeZN@6r`R04Bk{ zBDwYsH$F>8SETOwH6_ceU#y3cOV-25{u=xOZ`-x3@dZgIrN@v1F2+q8SM{o%n(xl0 zV;W{%kQtflbq>cfAGY6H*0=0j_V8~x*3TD$^5-LXXH)QX7Zqog!idWFdNncH%IjbE z;C(zhvRDK6a;6X2>RJX5^F;lMt0p3q+$^i-(`qgHoxMhswfo&->$xrU6$$bHaERy4 zWKnA}`YHI(p~i4(N(icCtgDQAU>#Z8edlpsxG?_sI%xdFi4xwE^Ha@Wqfiq|<=FBL z|D0~R>dAMvy<_m%;90D~m!aZzbME3>K{vO)Ei`uH*Oe%7mrQM}ffTAVz~!oevdPp2==LD383*!*0sd@_tU zwPXv;4BoJKhgO}+7ZO$q2KP-M+w^~3#TfqYnAWo80BuBSoMoS5qTSnLhS)jGsG}X27-z>LQOV;y zfFpF}^aw;9F!wh^9cZs!Yl_~LK!GkGX?*5Yda;1R_UU9%57)bWkE^_ER28+bR_U#U zN=euQ3|=-8uHcT~O4h_1RZ5hGUb!2@v^7&ik;HAU@&b8CgYD9(1z5N;90qypHi6h0gKz^}j+Wblxf;KP=PIRlfmI}dRldfYlVIL=xyjiL>ca-s)ERlx5$i*#NZ$l!>8r-}8KBZ#ZM(yXPTLrLT_K zw;%1P4IIALbrI*(E;-7t`@T0QZ9cf(1cVcM95!SsIEv2VJ@9xCBEuh?c4Xi=O*oGS z&wK-Yc%52(%$M2oUA{cy_5b+h$w$X2gCN(K&xoxgn=~Rpoo_s?h+&Gmd6pm!7AL_| zBv8_7wP*097en-!N@P}*66MC)9RFfO*Z;wY77g#?YK6!RtV)?GueEa^BotLd{VCMV z?|fBd`1R(;f<9eXseK{+=^RO}t?;}&>))U%TgIcOlS1})gN$fwK3A^3 z#zW)0oShu; zOvUk+?(=Uz8(uklqG2u7vMady`3J{{7IYwo(#z?2dYl};xP&9J|F|vfpW036{Yv95 z|DVXPh9C|`QL4nj4Bc_PEjOIo6gO>1-&@tHtPeYBs-o@_d`D*9&o%jVPxq-8&(`hc z>yh~li3UIIZ+_j`(O;kO{WKseC}d0w69V@n6-EB&i;fWvDoCMGYXjlpt{}(r)Rdv{ z>`zRj{fG*MZbt*D3mnH#{(0x+h)p(2i9bL2lJ4t_b_Yr{B>zAozZ53<3ABs?@aaH#Pil@K_XtckzH^zAR^C^u=qhdqFOMkC zt6~700?e0Q|0X6~c)y(_*SOBdR-x@iqXk{={XS5poHPvd?b9K)29FfahgV8`=!o}C z)l>D~JH>j*?f!AKHBKF#ajTUzq~0c~a_;N%z>tQouj`Wbrj zm=OCr(8>0k>wmuaDn3()H~Ikm;uAysV$!Pw5JQ#bp=9 zc9*M!l&E~ByZK;3ryUH9A~NkyR^3tG|1k@&jB6t)Bznrf?P$0fV;#9rU7lpe^4qRR z(D++#hqUxCkU=-R_w4PLCF8BSn$ZVjB-Q@@hGHe~L?_oARLf@wuXgkUbv`evFv)&l z*ZuX%&sZ#Xujc?e$xsA^o#9{3?Pb(Q(A`M(suj8R^GD54*WiU{5a?&b1PVc}FSH+g z0HR3kU^+G)t`iU%30h6mDSr|)Vf!C;Lk;@5=6!wFfEp?rt6npIIBA_~Jx$GvSMk|v z815(Ei>hb?zJK(&#=XDn@k0Ge~(s(v~!bY)h1n>gWDf$Z;l#nH8i zeSmndKTxa`kZIC(n&%-)a0AtX-ABXeX%Y4Rlq4>%T5NZsvzrJjLiffs0BfcHcAor6 zQ(wJtzpd&N6L`^Pm?qt(fY`>ts>Gxw_LP!DTzLBg58!%6J{ zUh?oiPR2hU>$65XOzhQ=oeku6N(_4AEeyUye{Ba)`kb!GxXZtV=6@GH!|C&V%q;L| z0YzQ<{$(5I>lYU?G0|CRWLf9~P1ELKe@?nL#yIU&%v8(Ww@fN!8RGOE{hV*}vn=}o zQx5YlLG0g;O$`$_I=wtM0`{Uf1Psko8rmhY$6b7ZJkLlR^!}dbKda_d1lcj8f0S4z zQ6RPs-Tp@1lRUXELjw^izH4(u0PkpQr_rgAZG(;wVy%bR*j5PzYzKbTvs1ln;P(AIX{mz@M$oO?9XVtf>N=mXz% zYc>93TM{m}#nmLfVnT*GD>=n_xhvupkb%Rw^s%bBYcG%g`?&?QjR_c={O~D2m;)@v zO#RQ#o?(Jq)oO!#!~L&){@GgVM0tpue)@xz{nE1^o6_$y`P<>p*f~3JBdj1TFfv2-`@3$5Q_y8~5YBFi)%;0X%QYjK5|2sp6+ zJs~4UCtMn7y=Nfsa`pxIfACJ5WC3T%P~ft-j0MT78$-T=xd;D;}gh zKh?9G>#}V5za1myUrQi_s$>Y#xgRge8WbeB8s{2fTfXJq5dQn2|MASyY?Lvmyo5PQ z>u0=&+q__*vC&zxctz*~*eT`_|6%6bmu8OKV6tIL5w8PgUQ+mfG4oJy`qTN`>z8BY zdTt|7+M4g*SZJDM@JJqQCy=Z)l)U)NrI=~3p^}Nz<$JR}oRfR~ z|Fxh5ah}fpuZQ*#P5*}KzrOm?U8{j|RGUt1cFIGgOko}%=*uQ!p=Vi^lLM}AN~#(e z|057cWk=wPYoaD}cDmO4-<8jB+$NuDV@6+rPjoX&*n3cFU&gcFFCT42Y6<%?eVWyZ z0{r5_#G0R`Nv9V3Hwe8cc5cwM+v~eUpf>Z3(jBKY`60=QLUTs z-%tJX9}px>2h%AS6qAVs9oLC@r(SP`%9`<(?%79lRF|L+9JrW2`g_t}W?WjkXFz;g zqEvROp(#H!;lDqmw~w-8&tEJJiLnj47s9JHuLMqf5Jx0q18Zjp}s4#J{HV&-aOw(Q`U%gmc<11y${bV|A>HD;ezBC#fc8H$B+q z{m(PVEDHjAZ`F9r47*R;#o3NPXa8fM$E|lf*>--<5sas`8ee;2&Xbg7=@S3H`+?&7 zJ}-|ym|%i%@?+W_qFTeywO7`(Ryq9cSrmVT*#C3{w2yIo1nk#<^gdaW1zp`u)Z%=xRl z>jQVUT8y#y@Y)7DiKA+|iI4R@^O> z%^c<0WHI=>nJ@4dBHvu4d=;BwA)zTDs5 z1RA?dRrR>!EF)cSbyFBl!JW`-Au;?qJV6s|kSA9Z23w9)pp+pCj1)+y?AzwA|L!Qn zlIbp{{D8&I{cRf3wY#0LCPJgUMBnkr`m(R|<^Mg6TaNM*bHtJCvcJsubtGgoAc$F|_TPl)%Of##^s+rRfzOm%8vVvo^SWmo+R{JN z&xi&TwdlZ|Fh^Da5lPMRq0?L5=!#`aP!ZQ(Kltx%0vt>55s%Su{PwJmLKDa>Nx1G1 zb8`aqiPDUiGAaSEsUBO86T$V%vFZzgmwr>C>?v|=xS;fb6}r62u5EtzZ_ei)b)V{` zX$vrw2=DJlGgpthlN!h(o&F5(CI@I!wYCh;p3?pM6M>S3*!^S=uN49aN$k`gsQ}9G zCuyg7xGN|VSb6!!;KnLFYvt?_)%9Or?%aq3wzw}Ig_X@ca&wumuwriOjXm3cQ`UCb zWUh;;9F*Ans)5YjJEYGOaqCrgbyU5I>?2+&-sN+&QEJxx@XvYFUyrFw9trvmj7Lbf z(Vw?Zg2emr+qVrXL;wa=X@fYTNIRv6y+1vaNel=hCMT=8>u{lDHc(|1m!H)t%KWCb zAjHbTajnep(Dj2Mdly=S}QL4VP-~_hn+gp6icC(1LZm zKhXPxd`VfeCq8%{h5z0spih#b(NLcPHgi(|i!DQiv34CB!u3?Hs3^qz++WMWbRR2S z_THJFfs+L4~_V_yF{C?oLxa=d!AN`2feUT`< zXX|KRn!8#e9h;#kDO_G~;6EJG!)1{DDEfvkRMQ3tFVyJc{w%wHB#?-E>cd4XyXRWj zfegQ-eqHodQ+IUMUURzcG z;Z*uJZ%wRLQ0Qt@s8(L)KHFbSk6}Gmp|+s`d(qOV+r&FOS2xk$l#@(>?ZB$(65O9Z zQzSVXHGuR=-EKLd2HL$C-%#xdmlWFjB&nd)hc70fd{`)~JI+WXk)c+57!%~Z!6Ism zhw|v%l|&PF_i&3>H);Kb6DFa6nE@+~`>;$h@MSj7Rs4aw?Ek-R3Qn$H&;)tXgy9Oo zWjLjD+U>}co9x~N42JWV^{nqZe|@wcrHEnhA9GNEruPI4e_o7g+-(xwAPaJO4TwzU zEH@UbzFQ84UQBX-u@s(_N-!sg1QBkEIGyDu81iM9AeUT>)nXcYrQ5T4UYeIQ8qF6qg?(Ik z!b~jZ!#v)zP#M;bTG10BH4V=H26+Eicu^B`^dn{<4!>{M2K~ z@Wt7h$8#Hx_Wd}T37G+U3y zPy5}o*0jXoxPPS_r@WfdQ0lLT+Bc4h855)5HI2!Ptz3Oy8k?PC$u50C$O9yVboswI z0))>MWI%-B$ikrAzj}=SxOQ+~&m}%1cg2U=qsGQzx+E&_U9N_2pG|1oM&nnDr+Kyc zd@6G5o=Z({dlB3rcS+{ckIr157|JK#VDSL_Sl@2mPjbjP){{?TLX)d8ADH}fjQ_Gj zeL9e#nbIjqo&4@V9wI(ur&|~2xxgh0a{z39@yVfaRhNOI8NSVolX(-mi81=o2@tJ@ zNKaK;E$5jxVBS2`oIyM&KrD$XRj~1w@v%vLn|374i7J(E=@zj8O}8m9At}5`zEalS z3m~5FV0*6|zEbOP&^yk^at_bZ!8`_N_a;wN>_*@% zSddx}ez_hizcN4?&*}saV|jOk(cE&GP;GF(e#^T+t+pZ=D?Dik(U}B#0iHkr>GA$b zKLx;jXRVaT&qYKULN58)voac)g^Y)z&m$QT zL%|exBEt)n_XN;xX&jrs-u^x}cri>gNgpt+e^9iu9nti8n!c4aOpodI6^Dy1{?Xj6 z*&$ym`J=T8r%dxbIv!8{sVM0wb^S$OnnZlBB(JY08#5Q1woSn<`xFg1%FD21d(eZ% zK!_N~oiGdS<>VF+ngVc9>Y+il@8yx}6$e0rGccb;so5ywbHCS5^S1;fu-?k0x@??x zA%#E>7<2fIQNCbo1n4yi#Tw@0bC{}DA=>a|1_OlgS_#&}sJBR+%tyhTgvfZn?Hfs#e-gZ}X+4dP|M)_-9>Y0>7zHvBqmnthrG2phkL zSsS3uob=c>%83(4Ozrz?oRimqHu~72DhmQ3dA!Kv8e?PyI{@oe;`jPTRANfZn<3(! zU_Y#M8W;IEO4U-*4(M2|jvM|sQ7`*+ z3gFJJ(3o0X>I&>JmWzprUBr4Ac2lmjl6AIpW;z!Czv6cgIT8vO?M6BS@TIP*Q z*7I*yyE-#Z9yOM<$8=a-XcwY4*@~mf6ckjRAL-F}?`=6%Pjjn`T89la#hjUH`%^u~ z;8`!iM=cLe0P8=Mv<37!q)CTha)b^o$HWgJU}-gbXjGq$5)0I{J|lKPeE=IxX@_X} z)t*UP;mv2zU0RU7f13`KW3j9-{w`89xdJcES|K-uGFoCn=%36#6by+{X`il?9Z#n(C1cKQGqa?|K zpe~NYGH3kp2FKM3C;B9p)9;UMP1W8@edPy?gtOo;@vGecG>_=bg(7GB9*s_IvJ+zA zs^lw(TbTuV4N}tbUuz=C^e=%P8q&vnX7VO1=Q_IlSPxzD$7flifa_e>4!Eo)AWiWO z!ehI6ABq`BR{91k%@pcvQT0@IG1iJe*gVF;7)v04RDfTMd`3I$InqZjoj{81F}l2k`0gWc8NdWn04n!O$w0aEW`vR(B z?lO4g-4kM2mJpMa;c)@~sgFM?WFn{-sOSv&i#Y?vS{-rLB36TeAw?C2^Y5~*QWJx7 zBLLM$A$AA7$!7$0df;~SWLsuOrK@~jyzKdUuyPNW#4WxU;Q!4v{COWgXEb5Ixk=XR z?ub(YzlbpHfLwk8(7HEOOqj+6swzJhVu`vg#L}pn7n{07zvawuzBP|MXMdigMb2`z z-@WWN==7Prsj;{=Kkk|O@GdY;d~-yKiPT;c|czqCyxE?I>{gBlLD zCRsMmx|D z>PBYS42A5Blf4(+_Ist$*Uc6Cbg=Gf)YYq_6xXsQFQ21IscJQPH+7%nLO|A2iKeH6 z#6QN}xyHL8{&2%#ty7IwwC^0ib-aB@9B9QF61c4m@j)AlntN%RwiAKSDp4j&T?1;Z zcoKU6ki=gg9$$%o*bSIZLCzkqiZmYqHprW)OcYN2yj$#>ed3#l43Yqy$~HJpC0&T%QFm63fgeps!B!ezcLdUhlIP6aRZ~Y}5u)9ga`8{#F$zb< zi^}DIq#m!>)&Xm?1F-=zmIXJ^(me#g4*KhNPR8Eg0Xa^`x61blm0Vym-AY= zm2M9(L~S>K{l+Ey)glQ;G=O)j448g&Wqy_oU~F!U@a|lw#Km)0XRcRF1u}l)p$7Ej zs?X*2@=lVx_*_^DgcQ4cdyH>&;G~~yCI#Phu3^&a=uE_=*B5&x{;8jJtuIBG^ZTc; zMsVTxIRrpxm_@8Rz4^Lc1M&)Xzo!^{`+a%loVERMOy=0EY~4T{R;&A--YA4&-k-NU z&={deuSCK*Ce4MPJuTB|E|5Hfo4H_P^1lN*tkzXvdY<}%J*FoT;n_EVm|_()gh+D* z?0y-d)wBP=5s561C7D-+@v) z?!h^3733;E5GoCpf`LTN3k=SAH{Td?Ig_}aP0X~OL4z=&QF(nk1FG__?N!af?k`KCh?Hj4vvNpIn`;6^f@6MEE!oUvqwE3{+=& zE^p3WBG`I~rcOeo89Odzj`MfdnfH3>4~0WCax69=cPXB6%qNZl%>a|)1-c`FwlYUg zM;w`Ss9$wvbtN2=agT^ro44zm!BP@SMM3#9@IzA^M8`}jiPsot@E*bN_|MwAT%0X6 zB28Q;6jz)g3kJVmUCdk!O(4`AcTT$art6)3IA`je&(;T*AbWekIs%JtD+1|SIa1-J z>&wcKKYIax*~zbe3Q{2^8K{2T-oG)bG9*MN*cFmXW$5x9raXHrz&k`n;mYOQ_PFTC z4}BP~RBLx#RP$q$3b+Y6OutK@A3QLf-t& zr_CtcvH}w=5fLjqVPV)SE5)2d?h zdqrre4ObCqNgijPxJGosxeF|&3%Oj%6f%Lqq3)B(OIOj>0 zopkQdulNQKbgLjBBh;MrMM>2{RFPLXAUS59EOG)AGS~Y{eHqVyhEy>(Atchb%ve#P z@0o}i`I;7DLbZTLUmmaCcOPT>fK()Q(n{6m)7!)zOrQIf5&^iIN0L3*7iVDqFd&!i z48YQfTGpVQfea%k77TKE%+c{+9s($VC!3)5-vflomO%avOGIIdE5d4>d_N>|IYtSH$Tw0 zwmgSHU=zEIu+XmKsYD?D$IM-sp0d{h*b@!>sbs$!3zq3&cVPP_^pK{D-Cd4>ewz-E zSP-#f)V7_nR{F+aHvBT-!@ARRE(X!J#{DrJNqCHoLRJslE$Nnx?%ewSRXO~h)dCp6 zpu4b%z=Ipusm|9kxP@XDSF(#8M~#&S@?~mkzqmB;X_pqkYjW9NYpnV`_0UDGJ=Gwu2G+_V@Fk$8q?K75h zLDUapW#J_q*)@pXdz{&hevX4LK5$a;zoNvBwZ7z(0Zoyg$4 z0D?G87%tl%IIr@}oay6%@s4e%(+1i_ws$=q2N~GASTmQsxLM!`bl9E8pMga`VDXG( z(Ue$OV~D`8UDSJ6UjV#f5`&Wb zg2`FM;rFy)e!{n*U6{C}puFGV`r^dweH?YRfG9&^5UYNs-zpa=ImSZ{tMv(6U* z+0i>~6Q;EcWP?3==S!Ro!DTYqM}h3)v@@m*HWQ`2^&#K?VBv^!WqR3DaPH8G7VCJl z8S{M`$fgp2#)@44gu+{Q7+rERQthx&Pto#Dj}m%Vay8*g>u0|SU5FIReTfXTPpn>y zaQzx5{>aHhl5e5{FLo-LU6xhNc01Ph4=12MC|)JGlMkVh0-7-Ogm}J#(v)g>_(E3C zqIcWGCB#PUKq21p5=1B!*2M+7tCL>Wo6SLgZd$j*sOLE&Xv;<0KkdwoA||PtUO0+x zt;>Mnk^e!F)nZz`7-_7%SVg|q<~b-53u2Yy^#+qvAy?2qmn)OrH}XFM`N@$Y zSVTh%Wvit~B#1i6;ArPZB937-C@1a(ejSe(p#W$U&2x7?TiC472Rr4h+DXobsI6VY zi*cuC3=G7nt_5j$l6Y9G6Bf_HO}p6BKU{-k4g|~)^}2!dE#0K2I*7ItH-Re#Q zjZhD#B-7o6j-Bb!8O#a04D#+?Jzk6zD6>vyxbc(J9Ev)#e8qxfu0U~qX4da8vRE)8 zP9Z~3CjR!z{TwvxdV0lGes@=JLpPFPJ50&As6HA8 z(eyb>I(qTpQxs|WD|{~P81t$xtyqfp0FyvVK(&YsG@9Yb9;h5h*(c4LqCaTefKS#! zwR~6nCCom%UE3i=lFXw+hV#chZdCGwE%@`2MXMR4N0jsfWm5I~^?M0hA{NGPnis%z z;`0Gv`C?=0)IcSO@J_Sg@}RH@$izXGPdC0pwA-o*zZBTcD4O zp4vn{@9TDAq%Aqo z|4678@Fq+}3h;)#=C!a2eGxf??0gzD5&8w>`hJj!Bp`%%^P{gOr+#0u zM|5i-5gudRcB64kg3UOcSg(4SzMKs)iz@vl1vc9Zh;ciW?#T_{jWIJM+$V84o^?po zLT-M~y6s_uMe#l(4T%_&AMnxN)H;q(Qs)v|-2??6uMM;7UC<=?4Agd5iJ9%Z?I(Z; zY!eXbomJ9Vu4b~oS(G#eoYuxMPsw5#T`#p~7cYG`rfgFKm}gex3_TA6bXw%|+HWw@ zLZV~JB!#R}pgotz={@vMt+JcL0X5gp_xaC%NmfKuo^s$8`?P{^OEW!Qfo^ zZOm;|a;d)L-xyUEAJWD|W$+xCh$H~9_lVq8Wu(|t=Fh8|yKPZ@XgT?w%do=*aM!c! zk1AGPbUSoCvPy-^2v3bYPmaVhj&00+pt1%zs; zBmi+*#I{Y1W7nM+=$~-WxD}Kkp?@vZR^$T^M<+kxQM3ZF;ndW76lnD zX+RUP_dJfBK^5>#9eBc_x`-Ae0KS=dW6N-Uq3Pv9D8hgYJ^=5M&i(XGR?iEnFzz})VqleH~gh}*3R}en2?WhL<^)0BH^K(f3rrJyFdiN@? z_<*+(+Md`;EfbHQcK?huO2ftegX5SP6YJKN=GWagO*MJd=P&gD4-`t*d1AF58fuQS z-nE`$L~(?`NRzdj!r2`UC%aj;y^JAysIgnHN=EUz-|vC77> zQf=p}AA#{)y_)J0zu`#G*70FXJd4IrFl%0uv9oIX`Rqi`%mG-3WM#o(SGX<3elU|7UGDE)5V(H6$wG-@$EaEoW>vC9H1Tu+M zd!{D{0r@6LnuL2J6Qm;D(Dv{6!H^pSUmkn6n*rZ#Q4f4xsV>~_qdnK`U7mGJm(ziy zR;%6w9*%WTcUq97Pf{VaI^)in|?ur95VXR&V zH3wFu8}=ueQ`U4Ix#_3q;4;UGL??Cpl%Li+OAAg+TQEd;VAQn8D3ci zEs?nBv5JZEBZVcCGOASO30{ROv*|kfg8~=nAkg_`W-%|QJ1XC92$s!i^YyY!WnK2` z`O)#4_;!CWkCswjOkZbix(P#ocfH~25?$uQ3ib|-cabT8Oj^{3B#$LIf=mKfNW}Hm zl;42AYB=BRnxzpqk?gMYeLMej31iXcdZSQt6zKfuovSVQt*A-#t=m74Q3pxV`b$yS z69z24UX37usXJZG9b@Q_=;VLH?F;?m zPZr)d{*h---mpUaK|3Ix-rk0@+pKQ3wJzb;VV!GuDlVO=A+eG-pq5N)E8F^nQN_6l509Vy2 z9-AAEuo3>pas<0*`sB~2a?oNe>@sB%AQ{i&AU+rKUu{4OjN+|2U0#V)66Yg}u7=5n z?*BF!s2c=E1D>3bSx{X=*DxEfQU+Dnkl`Yd zi>EYj@q_2L34vtWi8*K!w5r)m+b?f}%DDMNTU(iD30UZT7ceJk6HS$m3mL9(?B4{m zUAUN9kw!CT(?^Y9vKRl|?kmS6h>|;x!45iOX1q(1B?T+?;;`p5|2X5^lBhp!i`yMU zzvuSt4qvjM5CRndnt1ne5)6J@7b|vsY_B)K5mgIup~_K^7o`=&zdvU`4vdBjoq&#XyB`B&{gn1woJoc9y)0M2Eau*W6lYd%4`8F^ zB{LM@2`L8@bz5@?^9Ddi1C}SZXPf5t;GQkeNl57K#F0)FND`ldo1X(PeL)|j%@nyb zF)xt*^VBDeYJTy!;eJsFJAA`q?NsmubDsBoNb+?rf?mEvE*lw@-f-)|mUl&z0=nTJ z^heGQ!&=Wu;)Ad{<_A|T<;~-%4XHbK0ebVvh_n7%$Kv5ZP^(8F!&}se)3M!KA^ICG z1^u&XX*OzUe{CoIY6iKXl(`_4FKsEl>f;5_-tGPcgRvD=`usr(3N3XmmUZ(Z;~Q3M z4GRxb{%w+F&yk=JOFaom5RTq%=whVkqE2|?wd-f1GeuPL1{*GnBi#tdLR;O%JDxoT z$-eV%A27TD&65D`#@`7C;26j=0C4Qc6sxOKt*R|A4CCVIvS()q+>tGl?Lt8-A|52QT0CR#oQq=RQ_6UObM$B>wEOxQ< zALxo)E=0}86eZDCiqy7XDw1Qi83Old$kpKpsQ5e+9*-eWL~VTLnb0r$N*&5fzS~%vCCU3`)OtUXVvNIh^s8ULqKK5L`Lz zsN`17)t51*ME3mK6W<8QxR1p2JP@spW9XRivJ(m%!cAk6nPAf?rm8ow(w|nEx(Fud zbnn-O8LS%+)ej;U9cx;Aczq;shC%F}+HT|f@iK!kXA^Hd__bU2G4Z~C)@)FiNHpu* z3)AZW&6{^^ADs*?D$06jTpXp7WU+~r$o(wKgH)iE$Z#(dgIbiAk$=os=fiv1p5{*h zSf=5BVVQj)g89d_uOO`0?tn5tpqusUBPf-4J1+nRKVuCnK$raI%EI3dLNJ%+vFl~y zcE9*QN#ha#(djfpb9K^g4s*Lz%q`0+YqmNWL0BDy#yA>I;P}r6I+a(;=$gA142I8p z8^7T3-^X>T;bikiBz|IMWe%fu$DNvQw{YIYc9i0IT@eYe1UT+|*j{bs%09DJsaL2v z2`7G}eC{(5 z{!DBn-tKd=9yDWnfs6BHfnX#Z={O^)_e(S9OB_2KVfR><$9;~F+m8CnV1V`51v>9b z@>~zSR8?o&LsvSEeR0ehWDmMCZGZCL$i5jbvj+3L-92^3jfhA}>xAWm*kqhMr^7M4 zCy?mnVS34TB5;E?Y5#N8El->`pxf}2%o-m;`$16p$SS|xq-Caj_ct~Yk|bz#T8o3n zs(^aDS&RM7*EhO&-0(s;i62%HQE(!spZjmG2Ng7;a{I$zIFBm^>aB1cJ!7;l<%2X~ zYc1C(K|9n%ucXyCI0jZKFx z@;1cewfU{UPw-cTpaW1!aZpOHvTa#rnpZL`wIa_X%To6~Ak1)fTCk z1_&FID9%M*fNppjFV6eDW$6k?TDk?N>Ng!r7k+(^B8&n6P#AaTC@D9m^=dd+A60O^dM$ch;{rVdTnkJ<>@J<|S?dXx{jN3}#x(L0=FZbU zCV@D;T3~g{$u9U|&`RdFB(v8}H*2?SYBMeZug&;W^_a`pt)UehfQe-c$*Q&Zw+$lo zhJ>59V=uyDS@h~h?zp4GStLb=mV6PuALv(Wv$0ZsX-*^Gci%KMFBln#0<+MjfJ8^V z#P%S%n(7)B+5djECko1p)oS9fnoU#)+fO!{($+%fGpwmzh7j% zn4He10S}%{8ltR!9g5x&OUijg-?nhP7n?v7?4g@UBjeyugXR7P=E}|B@6;8^pn#;@ ze765R%`+7$&h2!0rfcugs-bDH^kwZ$`>W;Q+tO+&FOha0)P(_0s)U7w6)+QQ$g?|q z*W%kp3h__IVz%{T27_YA!|5~)lvXq*kSA@LvJL5${iuK8Z0Z}Xl0m#wZd`Up0G$v zY;4YGS^-f0roCoUG(U16W`u?-)B3$kAiCCMqJqwp)ApfKf$_OOPEM7!(k+q<32AAC zi)+%4eK1c!61%H>Z>AV?W&VTJP4$jF`9HP*Y(94nW5gWrOAZ~Z2f82d;I)BdE~lPp z-QL3F8+Y@qWmm7;I4}88Joc84E^Aqru37n<*E|D!U3L5~G|e!qd@8mtyehU|cunQj zG0tn>S?L0jR5*C5NoNE^@isu@oK=5ut*gk>@&khCXx|9Tt#qR8k5e{p+g-Rb*lsJuVq22%m4q zR^zMXDq2fE%UdbdpSyqED)bN3kpKN!&_%-BUZ1QMXE&31)s*)#yY4|wE<{1N$KQr= zN%U58xgD0p#TSd_2jr!u5T8mw`kXdD`bGdVrn zfQQr`hJ3ieL%TL&ChswF8>drJULGF(EktQU^_(o_`rJKMBSNl*DaRGhXR)T4csSw@H+K)@#%+196nB4K9C33_0UHdinjoG$WR4Yy8i&{P~iVIow zt-KCFCKn@9+)(BFR%f`ix??5%?>nc&yzj0*TKfPk_5i!i?)h7ogJf$imh?@IH<9GO z`%3{TRtrUfy)#=OlM&dxuzs(ifCCt48|L2&5ZuMZ$nE!F5b18;??0N7rG2?q`O7n`DUKHZr-%mN%vT zbcKnJ@kE7!y{>5=S&Y`wx8)eBf8RElEVkQDtuEYQF}vDuNF@7BxnC#rI`&M$)Ft6InH+8@9HvJ@pnn2mz7@#2exvsN_tg547ZzGtsrzdqvW&3(uSJzj zxBvPLjnaQK>U!?)J71X|GZY_I%q86KjdqC)iDU;Xu%7p##$YIVTkHXm$_ z#AUK<$X{m5hWeXF(I`YFe`xx`V<{luj&g-@1ff#?o1t{eMX6bQinV{m62yy`M+Stz+6=l|a$490RxwrTQaDAALx34drE z$*Lc69|x<XPds zn385ho+OrnSz=i7zot=%`dN7I^dK(%t-Ht9x*H@J444qIGOMX#`M&j@503x1iZx_f z{h$K^tt$yKf5EbK)hY4~wdWoxzdq#OH|;Kgg^~#)0ysAY@Wy896@XthsXMF;TIh;m z3Z2)U`t>t^#2EYVKRnBghK)n6-?}Rm@z7U3|IH#aBspO%D8fV6mSmFRr>}8;O(Q5| zmDh`TCXS?xoT{_DifgcCh&B1&@FNl`$ho1`=Ap~m0$$^7uw@#+YO1OMemp@3bBXDH zKQ_3Gz7&cQ%f&YxNdgUJ#$%N0>ahmP4vBB?u{u7{y#33WG(Wj^JNBKu%_s-fHYKJ3 zk5Z+Cqf*%K-YFq+qs|sLF6-84v5LGxCEZpxIuW(_y8z?gq)frsuVD_b-LGJ0>{YgE zwft*?zMg|-Nug32?2Lcd;v?+jWUfd(A7_edTgc=F|1SsNFUYwL4q$1qOQ~yTp5~Lw zg*Kg1!TYk-cAJ0aYi`K9kKLWm?skrsucf~(PW@VD&{Px(F2Fa;Lsypi*@J&v05!OP zN4RrnS<O7V64s9yR&W|E1 zcgD9~>vq%lYWj>Fel!cucZoR8PY#U3&eVc22sk$oz1R8@D^T zOk$VYp#w)7Vb*K%+W9+QY>pCP^4VH9ns}5_SpnK-JZYv!I4_!lSSJmW+dK!}?}-9+u!?bxFY9x{;Lg#!4ibdz_7T!Ix8 zvyJy8ua516xR^0#oJTIj$)4cJvAWLN(O`=i0e84cMf=XXwsfs@Kct{Ll$cD&@$t13 zq>ifUamN{iU(@k4D3e^C!0)Tuc<8$7z@<{}qgr>%Z8FCF^n>kG$Zz-SISwc)`}e;O zv8<*p4dsq>fxR6nuIh?#dZpHU0ryQ{x6iu`9Vrr-H25P3EG~qQ=D;qT#RNIJ*=-?i ze(s?B11nG^Ro*Q#9O^Vl;`ygv?g7thJs!s@)QviX2qcK?AmE8?PI4>LbS6+>xV)@A zTK~8Y`!1gW~sKy<%SUC(}3LdWPzfUINSiPnR1!=Z=rus3X6?^lXIWufp5MlkEwRoi}R3-)eFr`PlKLaQanZlZ8<*)F@DB}`7%Hhja8lMNzRJnR$x^Kh*Uk5huUGEd<)KYhzwoM2{G zExkpK^*yjc6=ko{TShI)TW>T%GFD}g`!YL}b|~l7-E6+`>iQj_@VviL_t9ZMCMIKx-Ssdn|`ee3)E!HvO_XS=cd#k7aM;-QoCQMy7Nw z`!dn#2VqP5sGcVq7j%b@CWA5ECu#K)nXMuxT}JpkW@HC!bqv(VJ^SR!WeTo~<1l0Y zJi~76zt1o{{J95F2QC94YNAAd*l3x3X&K)ZIhXzFC&SJ4NQQ;)G^A0u@Hm1(T*kR! zuZ;=Yb`Mg#hfGbCGsC?b__if9FY*=Dz9@LyW7X^R})Xe&4kM-V2;Bq=H8kFdCf}`GmSHFF_*N53? zvB?c#ZNvI%9>5jZ+Eo8D0yks0zqV)V|2~kZvoqK5$!=#3RGAsX*pEbkL3GIVt;eAU z|NQ0D>MMU1AC#TYiAW2+ zVYdEcA?K45AG0R%PyCh((DUl|F?nxbZ`e)7wdyjeN?5ZrWErcEpVGa|3TX>rHya}d zL(f0`7Mzf6&|>|ne0?jA`yq|g+2OL}nxdX#cqR4QS?BK>UD^k+3(i9t6}uXJzCs|5wlTR6$OQKDXmmiBb#~`cWSQ+;U4}5K6)H+zoE?0uhne;JydtO- zSGn)0#2TP8l*1I|giD?Bsdkto; zS!!xT`8sHr`@K_JP(q1gFG;z7@!MyIZkMx8;u4ReDG80=qby9evHIJuv>$E%Mzi_K{ zgi?Jv+|<2X(^EdZ zXZJPDUIlx_@M}HzAbOsh&UpO5oAGi!rF{BazW{-?;qMv-j$!G6ltc}+$k-nJSjTTZfWB#9F-cWxzS)SHWBJH|x{(HR;thdE z;bmnehH%_d4>YDKL6{Clw)zt9-`PMxdGt&b2cLLrN0{FkXi7%(AQ_zx7a5H(&L2Gz z-qOso)q>T?$cM5T4T~g*4?7(m+oHLIfLvT^yuw7j<|SRWVIGf$-RupqlW|k!6uhc~ zpleT#;_LzO*~NL`RL}?qD>)cIvkf$IanzUL$rN5MRS5WXw|wqZm9|$W%Vk|NZLc5O zT%4|vw$|vpZ_KZp*?6dsQgZ5aaKNEyuzz+#poWmuz+gCct?jVxZdBE!>S>fX5A19@ zW7oFk{9)8=$~fC$OO$G>krVGKtxB<9mtAL1TAj>jl|k5ANzW8-XUfK>nn1MyfrRYR z*a;4r=ZYuv)WhZk9K{7mE|)DsmyKQB+#vM#cAxc81XmkUaj*s}w|U#axzSYz_|HeX zgWHFu9ILQ$26vTjE}Cvm&E(&)aZ%fk%T?}TSMPe2AG7Xo1j{DT2`RE1dRW@s+i<=* zUZRtW_O8!4U%fVQ#PYCNuqxU3@m^5%=ET+AQnQ+1hlwm@`Vp|NyrG5`3&O-qtO@M# zrcSVfHBt}D{OyVkalB?K}lfswP8EXZOH>jTSyz20)T@IMI&{lo z6uU@HVYpDK0(Fzvf(eST=}b?lXhk(*wt8BqNd&BJMCTD!HRz_yN=Zvw1v<}CDJ>e7 ztFhgwJq5!q^D|Ee^&;LMIl>>P3pz-Lj=ACC_eKCBG;n6NGVAQ|WbkbLog+N}2ecyQ zH2!=}u$0(j%Jwp|bH`MeF z3knGqYD|xZt%a2_n$K6PdC#YdjE+o4E-(VNYe14#e(fSb$BN?YBs&&y3cF)jm;X?NDhc@@4kIL;P9-Csiv&7 z%UtGDuFb^U)gJ6yhMQ#q$P%$STGyo4}EJ z&AWFpO)DZ|owZ2T?4>mdt&gP!9fC}iG%`!-SQZ-!90FtG z4q)s%&r4}HHHx;RDf)A_@>h9T(9VgN<4da<>pq1kXC{inHe4sv9xik2E!D2F>#wpT z^_X!&pTwcGO&$-ZBRddB6TkaM<@AoY&KHonZM6<)nsK7^y{x? zJY$kgX`h}+JTKrq?xW}oyH_`(?$m!nzGeGioy*0|6T?l8PKA4Qlvg`vOr1ofrn#~W z6N~;_8U(WKI11B#J7wy0^9Hr22dk1NyNe4xq^_aZG(l_YyDfRL>3|bE<_!Ai#3~!V z)z6`%NMe@!YxaD)JPnuR;rcYaRed6TD~8X*tN32M8hhFbhalq1&yNX?zS?me^wO1X zcA@uX4ooMd9>yg(7wnG5zpSm;^?p;Vbz@P;2p((Q8WuO*Rah?+VV5+r$3ecj?qZcw~3{xd&Fz2Dj|4a(!ex8XKkNP`u+E6kB3zR@2S09{0ifh+;Hg z>&mudHyk+*`^cBng;lK;#yibPy?dfJFtrp+5<6vX{tthKL@tN{zc#C-iv{IEnk}(9 z_^iLhU20ohKy+d~^)}*(@$%xmSwD0 z@#y4V*0T<;s#NwkWB0C9n9Z+vebuCr^KHsDVb+VljBPkYa=z93XzrO=@9PFx_G!hq*w~EW zSnEWg>$lpY`-4~2%3D;Nnd&~3?ktVL4M`i?zUAj^a{|84;1bPuOK~QoBs*@rkBzfb zlwEngYTsmw;Nl7VDSrFB=U^~q=A-a%FBi6-dJCptO&Mc5$;I#@Q zHbeE{*a)SPf<73;ZMqiKX(i-y=rPmy{|?HIJR|mib`ElQ8l99kz95-n%QAOoi2(Vo?w3t#YvvgUgpyc(3W9pZfCer^D^> zssiF(EPfPR{t^~uC-p+$xgNgGX-M_P=%SSMeRbzRB1;xxNYiIaHe-hh?&;aoAk(&e z?97@?P^g>3p3GX~C9a>n>quf04$)uo!CM36X!O}IO6Ll9A`wrIgG5Wi#irw4m8OK< z{Sj0UqBvlJO+@>ZGfaIxgEk;(FR0jHda~wWt7cTh|Hbz*`7W=}>DYSjklp%8zD~YH zrm9DRZ9Hi#UJst*;{c42Q*@%Cu=3N_S;mduQ@D64hWBQ_$|zL@DA9b^%*ubDZOtS5 zVR1z`vD+hq-J$_+Gno}4~ZalI?MsCrB~DS9Qz6@oHI2VGXn=_b63?vn&-6hjbWpwZ=Q&pnYLB`qw$%7 z*>{-DbT(vAQ$Q15k1WrwzM(o<+w=jQzsToXHinI9wbZLYz8TA=+&k0j*Lq#5qC9Cn zw|ZZw^luZsch_8Y*y~eGcQE1D>fWYp|ItlH)QgzB*BtckCK5}B3O+*o4h2W{TBn+N z{lNc+wfByPduzLglOTvTk?4$;5JW`uUV{*%=)IR<5Wygb9-WBZTZlG9??m*PXwgO| zjNZFal3zM*|_l%QVi0a-1; zZl>4E+BR=*#TATZ;^!#A+Dm-+AV)$)c>MbV_?r!I2QH++D+1f6t`pYSDIW=#4IjV{ z%KgK|j)!`D939=7sI0!L!?W77QhAa(I_z{k=h;{JkqmgrUW1Ue@hnGoTH9#o>r0HH zLhYAR3A#sv{Y!Ca)lG>Jg;&R~7q-4Le^vYGs#TCPVby2>qXtp0Ygh@)k{|UtT|b!Y z((r(6{CYC>sHn&Em+J)qtMmTz_jV&3dxs|yW9&UBzQVW~!*oWf^Ye(TN-iY%m#&}p zDY?z=32u$5L;nSs(Rmr*Se$YT35|H@tl=KG>)Jm|zEReL+Dp$W|iw!-PIOe!?(6jUu=h`E^g(JmK6AXMhr)03vJgAImRULF4Uff-7mN8XGQ+G6Q$%3LWoZ;dT1PjI(q$@*g(WuGs0ROqfyvPs zTpJfHpD6U&K)GJq5QkvR_4b{coZ#>35jvFseW%p{Sy!8HnoG_000*gbfwx&5<$i0d z-gEDzpy>SC5ybS&SGK;vA3t=A_2HeW)mk=WSiKTS()a%X0eJvYZ4H}{C{mmn>`==z zr$WRT*rE6$$ThG-&5}vJYoMFOhqaEvA_?7s&Rm}D#X__8tP5{gEe^_g{T(&xne;0q zUQY2;vU`Ym(NUtzA$PS~0EetQz%}y|)Sty*X+|8aYiGuKZX0}?MsLLFtvyuflA28) z-!Vd~e4JfBryKF2oo;OkbUPEA^%%>Bu8N$uB}zF&u8#{KTJGi%Sg#wIQMZrh&iZLD zQfzN!%DrgLTWsQ)=jI2~G5P%~py*ZTzd zl{xpW=1&(oC%C-Pt8a}89Z9oQLR9T&S$)wy+h$Ht+n1;c@YAA6!b#ZP%Z5#O_!PFL z!HqZ>=d+4NZ14;#9@y4Zj0!IeiF4r{1zK#=r;L|j=VUy4U;n*7k0)x_sJtFpKfS(+ z>e<%7DpewY>V_i<(R)fLWx+2putd+!o|!D9e@zk`ek>LT=1;Z!3gB8}PjF(4og4#B zFs`pUyKbD^Iy7?@J!V7MgeY8Uee!tMbc{jt^C2My!7RGnp^~Y(=+oSr*c1i$?=DBe zvE7D-&qgMK)+S=~CCpfyOKzXQ1yP}V?rnQmnJqzUJjMT0({%OL;m-Obj-e!B*pv}yq?c7iN zRpeqlJ3xSXyh$ z60@JBORg5r+G{q%?M4S7bdO_I@>Dvtp0*xtiqSpUr~C|$?Mq&0`MjCn5|XIPDINPE zB7#m?jC1^HrOb;F+X(YiPl>y|3EP3+`wv)QaPH_?qHvY%&L}4NLn}lD=`JO9z)+bD zz~-GktCVC66=+HY-DY9%|9)rX^q|u;R*zv&EMZk`L_>$Ph5xxFQ8-*2O3pj9UWMfJ z?Fq8a^e0%1^_yNX317!xgho~}D?eWmdwUp)W{FzW3-#ES_3b_f9d1r&x7BYY$!ap= zDpmVF+H9e9Rbi?Z(R9p_4kZ4u+eS51JqXY;gf4zGy1b8q^6jfRhW}aLTM79avbDwf zmBEJPm-^4Y_RN1QG;He5%xuejjZlVb!dAyx3R=|f+zxA4m9E)lrKPxBMX`2I3Y0ER z@-D+oE*-zy{@BmkV0G`9aWft22$q-0a2jY z*?6->E+$w=kKSKHDo^Dz!*qXQW|6y_XgzHwYFNL~zGyZ{>Sq-!`XjrxjB}@r&}lG7 zD;zGJEh1p{5ue&F)@2edsd+&AlfyA8bo1Bal8j|d~WR)ONP{)k&O-Os#pka#P*SD^449IhgIW>FL3=2BN z>`k=(rKRal0sMb*LCrTczTDY`YQ{d$ttq>G?^)A&l$fVSd3a%%u_7kzns#NbENu(v z)k7D-Fn25JQ$T2iW4=yI&R>3aP-N>Ci>f)f-#IDsk4F?A(eoqQYDw#argDn4U+gqX z^bQ3D#Rm;ANZ$A-CsN7I)zTOVT>qaGE<6pD%n6I_Y#&5AbkCXC^lYiz_a`&@{H&oa zt3Y!@O>gtf+7HDGjh&p6)H-MLJS9@8wELOuCI@blKh3c&yX*agHlX+XpJ`k;Ttd+7 zUcKpdJn66TtU(?N)Od|5ZLv!?spVKr@@oH-Gx9;daCEhj&1PC7>PO0G!=`kxwMI>ofL7O8it?C^@hSaRvgoI|8C46mzZ-%WUtcI!ss7uL~74*9al{o`Y;fx zC9Y2ohL6_z8@W?YN?k3G)ebrFMIs+gCgyk;MrOWAmF@?M)&?w%ELRZax(l}!_zW^D zMbavVe4T%wr)W$=n=)WMR1ls2R+1+g=9x!qnhdWle_aQ9yn9PPHf~urhK;h)O%iQh zDV_5q;-58IM??o8s@##=3GuOdDFzKYvav0QfHSY&#DGa zqw3WzMoKKNUsO1Sjnu4dqf2FXr9Rz--Q`05+TBil&7s1Uz!3acj~^AU_wU5+uNWuG z+A_M=XV7?_k4!5ZsB5lVtgO$qdd4jWpAV~@SQ>aj6AG0-Or-jc+WakQ0er{BDKemq z>Ryr4DIGhrcZG6ksd1@L5h`$m97q)vm8Z>-c;h16^B%+%X4Ud-?LW=h@>%;Oi$&P( zP|_M}bC%TP8!fID>3bYULlZI`Ka|k?bv=0rE4+gy?5+(t%+NzRLY;~#d@MKBoCLOq zx*T<5*?ypE(u=UoD#LObukqR-tuMmtUm`pNHEohzKM@23ES2^PDDStV2AI{Syq|tn zVAyd^6lc6u3C$0uFtW9>Z`?K*WlApEL{+L~+K%wNsB2a@JY3vH9Is`H)%*2JUPA3M zmXF@FnVX5d@jSC3h%D1C^`9AcTz=;^wc2zxtHbqe1?I9JmSSGZ40G49WfbA7q4}Rz zi}>5$eBVoC*NL`QS+5H)V|9~UTMvu8p3?-<=_vX7gKcF9LrqAACW4xXJju&@v1mB4el3E(B@ZF ziuH%mn7bxj%+#~IZe2`P<;_vHbIl)2Sn>^aRPv5@o$@k1~Ncl!c6@q;krD&c;h^$>*uG+`48PbDXMc@J^t zB~v4dy8c-2MDbn9Q8vm0kVkgz7aO>Z;d`4^L(T~{kyVF)qt-YY9}v&08m|t#tKEpm zNqsxnv$VkS#?^w?p7XDQwA%YO>$}M@(%jV2QHLDG)q5KJImsG2JkML{d@O{U%N>MP>`GNx>y}Vye2J{ zSDyrb3NS09P(CPfTn|RoFhuJ8=0ZAa9`;ETtfaVkEY&P4@*PBs>bp~PvhwdgO&kP| zgKx{PxzeRBksj>a5h0)|!gaqt38Ez5Q zHu+0Qpq}uJ$KU!sK!g_+{{ahp_xNy_;ua96TovlRoo#)0vq6|U(;zhKB(F&OWUs#h z>UJIMreimwttI5S>I4spyI4JWy#X9c%yqoqO&n3{&b9cng|buQw={~O3D474BFlBL z!%qrv0VLSI)(-}qdZm<7XSnf>-t#XKchyZKiaM>uS?vgI)~xcu48zv*5sjRseqBsj z&;)%?;}2t(mkpO*W1gOocCX7SZmr%L%Vkp&=AI8UI={WS%MnsaILHVsL=A&yv~sh2 zs#fGA_tqy*!9nWLiKyw}&R13`yEg8gv;$J5RFD2*%)}>e{rb76g>I%tLdueGei!h9 zilh6|R`}Z{%O|@7Zyh#0y4V~F7yOH&n3Zd0W*3jP=Zk=A53AcAn9ys}_9d)3Sf5xP z2hOiMLFLBngz8#a307-(9M!Dq`RjQv>MOc89zWFDZTg1-i;j=Dcv?FMorydS zjOJl1&NqJ_WC50&*O$}dQ8lyrzxUTl&DJ5F2lr?heq_Z&Z1l_ivaOH#qo=NuLlcFB zYy6s2c&$>Ujx^54LDA54>_kWxxES}{^`QxsfYp8Ehy6;wITiU;og#UoV#9J01;_K` z&^J6Vo=dcK=_Yk?9S3Q8j_qMHe`B?YYGq-Qw1VKVeo?-YxA{6{|Wf>~I?BBq(mAT9bv+*dVEG z$G!}!)n4l6T&MIMAFuk_TU7}ml-SKqE_$}ElBY9R-hT9bQ2k-ui~P6n^@p$!N4r;B zzs?#ee%F!>H)1AILU?T|loBu*Uby3+>_MjfXRWpW6Ve+~548{H#- zFg_eD6O9*bv58RfOA=tWs3@BEc(`s{$?5y$7J4;#Ec8Jeq>Z{gUePEga%a)z{zZ|3 z?Qx-{(jIjHAS9Z*j`oA|LkeE73uhX)^ajiw6Som zH3#%iH3dIdU(-4`e4T0@Bqp(YOIgHfWPXUP5Z3X>vH|{-d!k`}!>dM1Ry*gqR&0@a zK5ubaQcOi}CJg@k-SYj(r*69gXQ+(n9?`GHafpW(!}pa3l*NQbtawpyTR87%`2Hr3Wz1O8d&}=us2}c z`j!9BPIbZc+Cz_RX%5l%%PIqSrLO6`KMRYP6XxHO35})#tfkgcVt3tnN=m|kTbZun z@!w(?Q8W^QfgkmRj_NmGe!#gtHG|nZ;;2-FDta{9?@#FVFp;hEaQ4|KMj`4eJh7$_1pa)m zJ-y8eKBIVM1@wFO$M=VZxVe=3wNG4o=h?moreK%~=|_J4+*Docv@WPWjP;R_+1=H8 zUXOB9?O=67q{p~{dit?3>`l(UZw+NS$%}>x42tQ%S8zz=g9Ouvh_p)sE#ksZ3D+{W0tdPm8-gRtLCk`t}Nm*$<}!j zUY7$j^^iUJH5L?Koas&bS6fviJ74BMDirS$My|=yDj&u%gOsFbTts3)itCa~sdM_5 zv3m1xO%C6yaBsBnX`Y7;wr#yg>o8!Xxs-ojZqc+MC!YsJAL$8Isk(5q^I##`UtXLx zyrS~-UbIk~VSMB;vb+ROD6?4iz9-rE#jbRlQd+n~H(Q2=E1VC=nH)w_s}4Oq?{iKx zy)5RpbzbY(!P(5e?=jRAj$7q4plsKIN`32YC&C~NV7_5n5gIgbO6?3JoNs2ShYVZ0 zRAJLp{IY9a-ey8KH=_R1jY>zo(~BF%D{qE5ihN<NU5~E2rX?ZC!QvgjJipt($Im zVsyaLYyb1tqwge&fbR?2DJ0mxnEpp-<-`p1xa7Ib8ch5Baal$BS5p zt!mdY5-s{L{voFInv`ksu#NukVQ#$2K686wlhl#c|CF;1>W%IskAE z!tPoCkA*wj<;==VOi0%w8r7fe=>q3zqr3pM#cT;__zqI?o>i36=;1kT!ll+hB_1Wg zS>MNJo?vDM-p?-*EI|H@>25It|#mtlPyhJ!K&213W^|$ z3R(b0%-V}pC#;Rpuv^@g=PBl6)=KF=dHK%8dL}LX6#<3S0Km0p$IIO+yC_4eOAb0a z9SwT>|2jv2$ivqM;703CR!*nK5fW#!*#OTlb@=4yP+`7{rV%H+ktO|ee7e)0AIbcqv_bG?=rvjCtqc6`74dd!GqSLtvRhh{?=a5$%0JNjk~Q=skKJmtFcuKg z<_BZsiS!yDyC2j`fAZuW*3xNpn;gqid65eb``idun&X;_I3qG=@to5G9y3y?)p=H}ALoK$80=7Zx$YcD59jG-^seT{myM1AK$?}B ziQcXpj(=ueM?dYn>}yL$m>Va)6qkDI4U&a8`_MV^uYP22B7jOSYfkF=G+U;OXu;fw z80eYjWhqvM57kty|74AOS?#8%Wb)_oZn;g`CD#G`uN;+Mu#FK&jtq5-w608ip_adU zS8FsM;eiUHyk7cd(>{t^?~~()?PL|r5ZZSOY1{Q#Ej;SFEK$=5xqU>*{x&bB+E(4t zV6VU2*DD)v?FgYFl9fxnsLVfSZV&n3g|YD{{9io~0DaOSznNkrK$f260a-ai15l%Q zsjm*%792Tk41F(iu)ho;TAQSDJ@~NhpBzkk%b-7oMOTKEnW>|>B_KN4eQD3KGgd71 zzW#}rsTH{q`SDif%A<|NZ5fZ2zT%%qi`;0#<%j>$F@Y~IWkI@IkDCbqmr4$vqs8z< z9vCu|6@p=>{BMhGr!t`K_}ZA0*sJ^ph4yP)=>MTir{h$#arMt~D6_VRYSlH(QI{OG zr=c!8a9O#f?L(-Mle%+2^27G!RDH^W}kp8wbvNYBcJC@ zcecw8CwGK2snF_>F~9>DgbJAUzOLMH%`uLJ?X-Uo8@^nq7kcUVW!x-Dm}OMYIn#jV zMSxLj(34Qg;k)zF{%e!v+J%?%KY@;-%Vm9h)mpSNy+Bb=*9Uqrkojn3y)%z!fK=Sr zfWRNF0jocUIdY^A;*qi5XI4&DsRgOp9Tn>n(J?KFNXgjk3dfA)fkhdSi>wgOeaCvX z0UmMGv*KqG#=WkU2`!nDtY$+z4Kw%Y9wyHI!{~O z`*3dUMW`Ja*30Qhk;h<907D|&oemrMx2s$ut&~9{&g)xi1XuM+H9KTz(?dQ z=dtstakqGb)M4cQ-p6+mJ;n(p&?UO_6qlTfi{I!K+vbN*9d$j2`q7=-`7eFCx=zX+ zvs(ip4NX$RfO4^G?k+2z7DS${Iq0Gbxx$GNW~KG>*WDIt6^}WP6#TGwT9Am^ay4G6~}7j z7%ro?x@vQNtw(Q+BYyb@s+v#kMaJQ`Rs4B7J`Z9eXmglM~LI!1gx5qQ^DYTO+yl;(S0zh;9_x|s|e+9t4k&f)LLZ- zJmd8|iKv*RlUpMdX|zp(wT+e7GX$97V%udqkb=>c;t@xeN~Ck79{N2`q05e-wTlmYi!B=oe!W5I)6>?>PxhGGV zn;%M=CO`K$KOtECTr1t;qf(f_lMSW_l!5|2Vk@h{CX2yvtUiZqI5k(DG_%|=Yjn0= zeGN=`4QmhweB#5PKnBwYclTFEROj)siok&5*sG82QGVI-(L35haFXN#y?V6~+n;H| zwY;x}#937fepNnIg5tkH5@ZhZE59&l?@NAtv~|-sC6D}R6iqU7^B2wrOcS7}9;(JA zq70?vjR4cFk8e{6@65S2!Dkf<)z-DZ7>i-5&GoMD=8rF-??&IW+ygAai_j9a=(bSG zC)KY_OWBs}g(DnBGm9gy9Bhr~73oyJLr~f7o5qr^gRaGM>$ZK+c5<2PJ|&A@UDb?M zk!Ge$$Mlnn@r8fP6yo@a4=C@9Q}(iit5(2rr!-0(>^;Fa!}uw5?!;&QJ*}9%B(Ke+ z$#``%z8f*GDX2e&?BNPuCk%?qJqm2EOX%(m;NSS?KBh+Ry)Y_;Nbv#)PHb|1yA&9* z!LjLfoEkXNRKTu&4yJvDDuLSS+z8cQEfh<6A&o~Ei&)d9w9DMt^AV$vOYX({m zg)uO1|K{daPlzMj0uSWPY&x@#s_VCu@UG;;a#r9`Tdq=>UfXwui?W54h1jV!-fkU) zI#}$+6uww3C=GGkk$$37#AwIc2%#>1uq5m{q>93{?fY09L&hzpE)MA6pDgP8V|8aHsCW;sPBkE~O%9^Y; zwUsuda=|ADU;qsRDQNv;YCOiD?XvA97tCFJLQkzx zZK7v84=GIk$IHJC5(fiLU<7z5zUA-nm_KDhbc8rfzuawCWnm)ggZbuR?-N)ooD%)t zuYvb>v!LMP-|AKd8Ss+t(@k5eYR7KKIZusNdSfey^`p_D2eWk z1c$jE!^D66@;|?TFau0$)=IYb|N5*W4sp&7CTKHSyOm`15qdP8PYk)RdX>zBj?we8 z=nvwT1$uI|O~`9Z|1Ha{X}C7QeERHVBp!za?WWYf?}Rxte5N4b@J;y^?>~h;zrWsA z_>C(mrQ+2&F=(EG(VY^5kiS-dZWAK+Wb7Vl#MH%v&}>2AuJxxhfw(cF_&OyzzVT{T zrT=q)RvgLr$2;Fex^&_N>i(M z?2z^O+KZvj0MBf0iGXG&Pni&_Aeq@j?t?LTlaGd@LsaJW$JzhqWgO_ z5&wnNq_zF+$}k341>zhvFu5fUxFDW59f*(l(p{@VKgT&_ zY#5zGO`_IT5Q52|cx8I{^XJcBY^Oz8v?~gLtmH`$2^;B(nS<$hdl*d=u)o1=AOo7^ zYz?M6cNRJ{Ds879B=XtDQ1ZNz1M`~H`?G)}`4AKH=|sQbt&3_AF!BiNS{ivqG4cTM;8K1QILv1vd06HsYI%|G&(Td+K~AAWW0!bkMYQg zXjVcu;sQJHR?9*5ZWpQ!yd73m?@W{Mq26Bsp-3M$8!z=1>p{BE zqS)oJa>XLBJY>7Y^z_;Bho~r!Yo^y(fzO4hGy|+FKLQ7pJn#AT@K`~|RZP9WLSM%Q zn}CnMcvx7Tz-m^Qn(JiP3bZSg1~`N}>`(SAE6wQN)q~KOY+&LITbbNex-vHl+yS*g zh!%4=K7{vhZR{m*Xuck9eBcX=|CLA|=vXi{?)^{z(|jThVznK>1Y`mDN8Wm?ZqdJe z?U_r+h+85xs`VCQAmK`^;DAfUtR|F zTvmvlpQ|$pxgo+39&I1K+0uRZJ^LF8Qt9nq?nD5^J#cG?9QeP@0)Viqc^qA9EEJU3 z{Nn=tb3nfx)0^k*I)Rh@khnZQp$gJPYx@X+f+GP^10p8V`kIpC@WW~eGdHLz-c69OzJp>LOpvBUD(U&~p;z+RekXPOJU!~gWlN_uLE1Vpx zqfmA~f6ynm0~f`!5%p|&lH*O!OB5dwQBYP^R_^AV{C7Y5u#9G&L@|v;O&!$tc7o`c z`=L~PPTk8^*vM!QeMt}ek#?dVpL0+NITh?c3%Q!P_!{t@Bh}y0QI0-#y2O*B@j)CI z^Gt2%Qk=hG;67k_CZh>BAnH;#OaB0~g>Y#=ED@^!ot1RBcolH+F#ZpACZI;ua03oL zNl82v|Jzn(Chm6)eD%TBc%aF8drjK$OtX(XT@cjy*FZDe-A#LuhQz2C49emO!x);3 zS%uYQxavUc*ACb{pPA63Zmc9Qb!${eP?OcA0dZx(|8y*9^{gD%>j;Du zF9xv{MS$$&lkU}D8bH9eoa7KDZoSU-_GBgJnteSXy5gIimeKlcHy5w>+If9EyY3sX zLLQ^WsbgwkgJoU&whc0Zx#}P31HZ|o!)Y+%Y69%KZnd{aZ9O$Y%QTR5e#>wT|1K|!JR~f;;;+Hu}s-|FU)dd*mnLgV;V#OrthY++Sq*0vv(UpL?OQ^1x{hY53$XkIK z$=*m1dFaPZ|HFF;RQYls40Gy4$hZyP1;ik#P=4!y@W`^FBi|mqJ+f0h=NZ*u1hb+c zDle-W^lIOe6X`VVI(~kkIURsaNDkcr6Udf>pF~~op~64&%}sN>&EV<{Anb4ITelW@ zBPjZ+frsv7*zDE7AK41s;QSkMPA3(S>JhdX=Ppe>xe7_X(!U7OPlsw@6VKXb)HIXU zem-uy!0aUdz|r61T6NJi(fwke;Iloj;W1!F-&Ugv|NpCb_xzPyWK(cUoN+vRIY(~ z_hYcO+G_Pa+vq0DF@7z-Z-Z9w|Ik|_mS0uK;D4=SJd8)fw zHaPsW9{`h9E+XGP2)!iv(S&Uyu5{{FLx{r_qedph1e_i5Vhe)Voq-TRDsBrpaCH@{ zA?DPWPSQ9ec7X@=0x*hy33d9;_t0{(s$@q-FE^r=%m%)Cezx1c2nG_LSvTPuX@!uu zmjuB)&-c|ApO8b}29vVq?MS5ILe;jJ_*-^)>(0;?e>1o=Upv8Hd_%b9gjfnBU4(zJ z_|D*U^aW5GFB(1ESCI9!S=rg0z}QYz3wY=4ZS~sRX+tRtyj}ar+3bAvS|4W!Rl)a0 zFzk4>KP&4FIEKPiKEG&PV`Knmkc$+A4 z?4>dgp1xGQlpj**YQ)m};CkEswPwVAjr|Y(kIe$h>_9ONa&rgQ6|aFDg?h9dzgaY` z$5A>6wG>(s?ZXf*^TBqb^BuWr%leK^8~dY#Ce2JbMM}atJ+*Q1CDw_BjYiiZap!zWD?GEo^NdsI!W#|#Q|$F_JnBio9|^nyr9JmrRVyMz}9HFFL}h; z>@5gyk$)C~33mmrSLD(|38K0j7C^*`+7pOKI3-V)>rciD;5l9u_?7gty=D#fcUtxG*q&?M0giR7vyDYBZ8`P(g?B>&)E(b9e1~EV zA4DW2tucKorwv~`2V_+4CdHI2P7ONZupVU*9PkKMzpuu{(V+iOOb~1opHmP+iU?-u zzu4MBU^H+QTw7Kv)C%;d!az>jhteAmf^b7dkjor0E_(`@VT9irXB5#f7T4V-UFzwq zQTl#Zq$_kn&=|4Yz2 z@AikF_vvpz@B6<5z2euJZ=u^cH}U_%0S71LmeTqBH~~UINb%^7mBG#Tk0pCTV4r9O zS%TFz_J48Kv9#pBes~p`GP^$p9p@>cTT~#aV8*W7lm@Hcrw8ui7wM8%i>BmAFUJ8R z@%P7V;j{?M=&h{aE9usSTIDL#o=}&Cn_lp9kWI!}XZnfFo~urzCF*|N^4F*mQWHrW z90@vaRq-2!kEFAdyh*Dh2f((ZWh3f>P-H5jEnqdVq&v16f*xA_xN}!>kIBM6z!*pI zCY_9L)eg|+cjbQ}ElUB_AKHsCx}Eid-?JLPma~f0>H6H1j@insGwY>vcnbOTile&& zo1+CvEj^gDkzj0m(gvEE_myqw&)*Px^h)EcQ&IZa`1H1ArJ-tM0{dqGF(M=xT&XIR}Ah%4* zW#12?=H?~}Dy$}<`@VB>?UUN5>2j-B; zIzzojHJUYL`X;0WB?|mXH3K6ZHBpD;(Cc2y8z2Wr4xv|%DQV#g?0UQW$nyiSeQr4PuwJu9)>VTjE<8gUdf<&UO92PBR?thJ!&@k6hwd6U zU7jB%LcL}I zA!sxF$1&T{SBOq>-QMPQcXl@tz~mmu#g>=nl_F!$o9 z;5s8$^>Vhwy(&>K;PrfsqaO!^j#U!p8SC)t-+X8W=j~U#%J2q0;6zO4)W#FK3pE5* zKcCDU)})T6fcN!Xc|w_i5I$TBqMcl2eXIAV84e<0Yi*Gr)FW3s*Bz)FBpS4Om(h@hK&xBQEY+}cB>@Ta20VJSzlpkiOQFVmgB@uJ~lt+`(KQ$pe| zy8~dV{F)cG1}4sf@^?d8JkmXAd`g}Y^z>yG-z8gTweapVIOBZ;ep`kqisuCSx6dn0^#!auE^LZ{-GW zms^kh=*2?;Wpebui&1Pt&bkZqEecJEb4&pvHmn{NWRgn7Qm5c4RnY_@DI=Rb>{$?C z2}+@A>DEHeI$ZSfm(diYQJ5mCmniSPK(Zs4=LAupILGFF|k61zh3tOXDZds8p-Hhxiq|5)SD`95_xofUHqLj48 zuNqgtey8khtx2qGxnh*OLa#3|bVZ4{Voi{>n-99z;i{RB$)d$Sh$?7rzCsKP*Q7uO zAr6FB>b(`wmeP&zCLAAjJ-=j}gjvVi`;z3VY|`=rAnKf=8bnD)%NkAbe)EA?fa6*1 zE@*JHHMfDA~Ok@_BE`;7GK1q@3s}^PCa*aQ+0BUGUAq7U#sWw&QFW31!=(C9`vHK9JZMYeAjcQK(0!j@CkXHuGCh@ zF2-f-TR#b(>$tuvf=#70JdML{{5uxm%W53sasjaxIMLg>d%!Bc1KfeDOUIg?%Q8mz z7Gg+AH0$$B6WbGwFFX<%Le>3b@B}^7&K+B2r}M%<vyCri5(vBeVuV-|d;5c33{~6&AMT*5kWc(CVoPAN5>>#3)r?s9dFB~7ftQ(dhB8!=?JqCR zyMj5sbzl=x4|M*hu+eq_;N;K+8=}t0)mugqlmpq4em6d(q&$Ftn?2qIX(7Qi?i)d2 z2&$deATuYgY99z!9kSZ3NbuT-*2!VQc+2Xc-RgCC~#aLf!YC4{rnKb~dks1A|1K zgpO7Q_E&o4ixJk79^Z_wG{Y?q7Lx@&%RjMHDg7u*)qDqCbPn8@Q}+e&xr(j_Yb)RJ zr9VPmGKkx0h{#-{R80mx5KSl2e%*gJlkfn z(5r)&?4*UvH%KG-mpGby*o4_y^6z6#X}w)3#4iFn}s1e9oPE<()qbZ;F*X8sT4J;S8W@$zUh=0J&xzK zNtm#IZ%^MQ49sigFXw_e&;w|!FcNM6y-VN*6#C6t!U1~9iktCkVZj77n~Re$MY;E7 zUU8rf7}Tu{=f`$Um07;@avm|jsH^zu@aUQ_ruO5`5y9pDRK&LtxfYD8TWtlW0|0`d z0QCq@E%8fme;$QZ0eDO?{3pajQam4{uIuYdZebzyd^N>SPvbKPAG_9-Fjx?pCCx&( zfx&S9HQN>(we;!((NJtLy0r2e>#AlGv{w3b@PLkbgJ$mvo$cDh$Vhq+hQTKiF4Yl^ zeGk+)**|8^$wvbTAzo7W7ijbU6cJ=&lzovDP9X;L{<~NQ;kxgjvT*@1huKJCmmIsQhAFy~z~wM>4rr=wZ!A0&E;1cEuLM~fTOz1%?l&ip zva8xoXWdq}Y6ohA6~K~=``z0GkzX&aIpN6CXPtxV_$kNNt%0}TY`ixsi0Kak$bt$q zOJ$=(cqhWQ9Fvf*FGQRRO1uen48}=ctjwdOC%Rd2d2C^o}_7RfgWzU~Uy4)ry(QqQ)CvvD``6DYZffgm7 z^01ARh}s|wM9AJJ(|r>u2o3ivNNIPxq_eJFKNZ%d?l3rc9K_`QRJd`FXVML!Ww&YLMb~3V&s(8bxXFh72Z^^Bw^IsOEnM*6M z(SC|%7Qb?B8#B*zdHhDPb0{V!Cf${*IN*DbcUOLYx$uN;1o?O%X<648_RsI5e!_#OqbEs!PRq`84RzrE29Zj|i;I5?ffPQHh~r3%y@ zWYpWC}(?<2L^tdUz8N!+)@%+|9EzuEi$A)eG%Ju){57v z(94)!eS!R@D{-luYWEdaiQ(|I1TuaxzB*~EY?9|=Vou?R*lv#}9*5ss&9bwl_X(wK z-8*MG+=kJQa1!z{KN!+Q-12%gR$cLSO_xyu|9`AASWg$?_vOwvxtCo=PqZ2erYW1QFT#%O#kEbS9ig8G9))SM$I zMs~)q#h)Z}f_O9^R~|RvZq_s)iOwnIUBq~sKi6sMgUqT<*L9D4@k{?VYe$V_*dMNk z-br|!99{4{)!n^q@USz6j{XG1AkI`wIcaZN4tJ3##JvU5l9;y?(w+$7io?}mwiTxI zLg})TIzI_d^^>Ra+|w~W!f~k}k9Py4tlq1^KWFcxDp$HT(8wO`TSl(IfdmmY{mumS z&G~ew*1(z?!AoaeFdK8-bK=BpIQRw#oM+Vv8sXqrJ*nhFVPU#M52l>;E2o?$RQIZF z)+mFRU;*)`8*X=Y^AZ@WWA2?yIk)pdWUXdwD&h|rvXS)~Vb?ndBacqQSeboZ4n z8gEkK8vXk*(h((IP#>Ho&|lj&`PZ@Y*9r8D(@Ud;Pvk09oh8HWPWc0il*%8UavF~2 z@HVr5)amfL`?k6HW-JX%SkBjXjfS0C$GGjEe_o_g8!$?4n3}qw;P^Ssw3|2b$|g{c z92z0BW3;*o%YMicV7h6tMey5!_M=EP912VKBV~PMWZWfG>{}L%G{<#aRIOq$8qNsJ z|M>j`O~@Pq9^rIfj;`+O4K_H($n0(6oV;Yr_p7BqY2)T$i5NN2u5bdB_`df%iMme7 z9kRfN_Hf$GG5G%uAS-LbSt?*r`uoIyYe1s7>~^>Z8V=LI>}#TjzcT)?0$r%t$&q-^AVnf z`nj#-(yREPG>M8huwkB1ryTa$J9G5YN8gFPa?n3oHf>-a<<=(aWjpgjxGmX|F{LyL z?l|4~c9w>{H(~+1jTrg=}$+^t?pSka@3=L*cR{q@~>*#v4p!c{ls~Owc zTCv?=T&|kU(h9Fvr<_2`)WVG~fQuceK+d&8{JJi8 z4>%PkpbkZHoARW?ZcZqv%u)3Vl~H?-o7mg?h{}?rg~ypwKB_RMdvgBwtSw3-kCV5~ z?maHJaN6$L&uqSbtwd{a^@xX8aV-|#_%}Dvn#6xhR#xmZZm}U_XmL!SK=ZWil(E}I zfqCCvdTn+#T*LNwv1)`bXTJizmnsgj#t@dQ_n)3aHg}i7^2w}EJa@$tE6A<_U>(%3 zt{C&(1wD=3S$=zyg@^(691e-zSU;6<5+3jI;6tYPg+j>Zm}~sAW8{q6vZ7k(8;U%w zOU^cGUZ85gSHSVUmH@{S-f`6Z73|_^P%+NrRPDKJG+$|ZVBP#BWp%EIf!>17KNhwQMw30~8}IYx9Ft#|i^!U!8z+DH=c`+CFeW^%OZywnU=3V-DL%*PdG> z|Ksz;IakEf07-C8#-FIYrR>S(Yp+BIr0*W*c(*$=l)tdQ!uR z3r7}>VWsX01MBNUM@}k)GXC`w11Ru$jpIiP*iU{wp?dG&cYV_q3&W=rtFgwWV;>5a zaq&fI;zf&QH8l>d=e(f#AHP?SpaxrxAH9M$ZzlfvGygu66l71h-8#wMzK>zx&kR*qqR`paVbHrOj#|hxDVG>1c%_=|MO6y zb_50l(E^UMlcP4y@9`*CMZ%RWOr6zGXiQ?Ev$nE@NXCb21s6$Z+Bx@w-Si)VVl%>M z`g`#pTKG=T3E3fzSNA;ky>}0j1yB9Vf?kaTukl)-Shl7y2!GpG(}W+*Vk|9d-iA#qD73SgMEmTEC88fO_->%6IZ-sd4{{y5X%*N6 zdX#vv)!?%g;~o^#PsMAAzf(kO`%IuMMZ_qb`SPF1~8ntbWikl{E;7z^H6jQ z7dj5-gj^ov*+O?T)`Q=1Ry9;5s-{8B8}t=VqhxEcj0L4NG`|s=62Q0EkA*E>e|Rud zB@c)Biewa{Ynr5Dp7iOhG-jbwDCFb#i%cHiw%oW{|1*d(9KS^r4NBwr+D1~=7?tr$ zmg2@_JQ^0_hP7YhT`ptTwdBs>kUZHxutp#M?7fjPYAC2DQ;>0FYT_8;u_$Vrl5uLV zF6DRVW^tX1783Rl`!{=gWstyQwOq5iXcTVJw+t^lL*>%#0-d8wr))py4^}wY0P@*oFu9d5~~XY5j!n?QS@M1ku-y+d-a<^N*sJ zQs#dqoAxZR^xKBdahi7W{a7ORC(-NmRqJZQFlIKJ0RIRjW$00(IWw~fqS%BC8_9`7 zd=CC~h|ZMsmoqC%8+?Kb1o2mv>R83>E}Eh2FB^-I1U8M{W*7~3B3v`-nJ*714t^PHQIdKD&qJ1nv(c0rHlV1XV%IGeR; z?K+u@5e6qqv&~*g1HV&Q0;=#DG6cu5y!*q0l&yN{V1OP=@m1(ztJ`4YCsUl4M;mz1 zfC4DL(EQBw(bs9%Otkg<>0@geNI7C2s(o7x@@Zhc@+H56kUw2#6hFZm#|M>%6 zlu+{}rfMy`f=$CdOlh4Aw1~n03$FsP;=xO-p$3D#)G&!IJQGdrAcqwS&`{x$&ct zKjOwg{JRpL=Zc3Nq1!HV+G)D0feqEGcf;GrKfFMYTRJj}ACHWOCEIrUwy@i|LYG>= zREhliD8uZJP{s)QI?D<1g8}|g*}~0!-bP_8);LCRO8cN8Kl4T|&P;JrHF?}HTnnwQJ(OR>dr^(C0~3gTgflQqya3@Jwq7DmaQt*<`}LlEW;uXbYS$& z{riLSXZI)Oo?1%M!yBfVAy@mRm5iMIBiX14qhy;cmY$uuG63?~xsRWJX3B@6D+KoQ z1AS~|lga*(eYnlbm1p*D1;eXcX|}jvI7Sg#%qi5bhMjh!MIxorc?3k9_@k1Dt2ySr z8aIR9ZHuuJ(uo#hy8Prk5zAeI?pyY}ux0OYh$7BUgxgMsL&R1XtYMK?OM2Pv;yoVS zg6j=ZF{*szSNz0{WGyULWBnpaC5yf5NK7~pILCAOPr`G@C2McP?#SR;pC;uuz1N#{ z)eV);J&o$F%E@W%QHueodzp3RH;F-lUxMOsTo6x;mO0L;kNTE^Bu@K@MYRzm8SM*W z3N-+KaB*9X^Ln$BJfTD0-J3tkXQ#&ta9hj_lZ`TutuW{v)hA;&u4QlxuUAVpayCcV zP~|)!{fT=I($c)oLvuBqg&y_ny3*{YXB3v|+su6Byj?o~4CQn4sr$mxEJq(DO6T=WO`MIU+KMw)?O0pj6ecdSO$gQqDxW*hZ+o|Gxyw)8p4}-@j;Z8#~R) zbG$$z&;F!_y13EWZMcEfmaLZgOxC6`9M8gz`f@8z2)KV|$z;u9{8?|QzZBif(p&K{ zTo=?g)MfpW=S>j)p%AN9N)Xy2T`=8IZDekpS0|O4Ei*=l;z?lI$+vAHgYvS4aUXhn z{|Uk}n7DTSt-o59j19k~;Zxa23qyu`%0q%&8vKKGH7&|kdCI1y0kU^rp?xn|8vewY ziOTrBD*+gNQ=zJhXZKXyRo~cO)JBylpe;ZQbj%KZdQ?6ob~2zZdU%=c&;BX+k_Zr z{R~Abg>aRsyK)xi_T}68V-%Uq9@Xd+Hq3z9u2K%q2@UnO+u21` z5-cj3%yB2^G%D|A*<`hLM0a+$Sl!{@xm^*)Vku^c4-dDt|8QadkB3u!Kd?0deFExL z9U9QY^<-CWO;fCzxrC?{7?m={Kd5%nv@Gf#0H?sfs@UYgpJ5zIzQT)MAi6Ixj(4tW zy9~0X;?bAVsCqXrYC0i(1!`B2<2ng}F8qaaG`|Vb_e!m>TC4>6cOJA94*YsMlvSHI zF8E05cq%R@UA;<u<`tHh%EXN|!(K;ry z8q9&Xue271DgvTq5`+hV*~-4sJ1&Wd{6s5JDij^#Ld$7d#dpQPb(^W%dk*U*~vA zaW{v0Z5tFpyT(e@54tttQnKYw&J+mhR^t{ob2gRKp3q>8YO6c?_0m~F>uTGSpSh5R z11BZ^cD1dvMphBCrARohm)*%s*^8QTJ$)zP$L1Pynj4QjRkCs(E?H!WE4BqR`fuXF zzN#?q!C>?%F7B=OTbIl7^u4atzGZDLqssB)#vvWkc0nA=hF0jK^}`AcSRZP&`1yUq zAR7F;R2Bn_VZ)4tQJKQa_uee_RPA*WpS<*W8;c^F1ADI3NR7Xo_tP?I$2#u=Y4;X!MvrI+Dy?f$2bpFaf>m``p#Bv;Zjy)OyROl@?ZLkr}16Eyc z8U$PBVDR~C9nu_8-`hO*zAj{*-dQiMV#`m;Rs_b6vStQPxzC?)Y<32i^!J|HE$dwq zmcX^IarA?1v69FB!X0HV>|}uh$VljTG8@;_w#PU;r=SIR%+Otc>~dyMhtq(KpGe9i zGzg`9t^}~=Kk2vclnrUCT3dVMCh|N5YNLOyhNuQD$x~kd%568F&fV-WOdh*qTEzXr z_GG5!`7@b!vEyrJD;M-lk(0Ew4`CY3-VYIPI5>C*&$c4XsBl&Cnb+stJ(KQZ)Qn4E z32SOvWww#t%6|MtIAp=R2WO8=V58%Xn=haU#8wcCA02-0 zy+_0YOsTOQlfw<*@*e|xR&=3h0FD*`@pF;A2cE>(#iEuG&}uODfKNb$1D4Qu*Bocb zDbceXl+yJ0HYSII>wn6sbS&IJu_W#G`77oa)`b)`y~QwP^#&~v8cs2c{`wT{M);Fl zWPP~fpGvx_uWgHSh{IEdq(n1}k+RODh!I(%mmY7gBz&JOfCEz?Fq!x$D?`i;N{q6@ z=N`O^Fjvf#7rUz^d6LH>lF~IJyDr#7O^kzo$bDl_INR96HC@qr4w?zv&P*M=7kBs< z-~CnbaR8K`1841;FDnnwzyn7N-oANutjTjFX1D}2g(YG!7sNstFM2&DN%E>iyO~Kg$sPd^|L#tXZx74RMeE+dwFF1+_QC5-#Dn3 zUY453j)l%t+R=T&H(LFzQ|ERWT>qfB*_tepd0(V6ZrQ=7gmI_<$4^7R!d8yNaGQ@< z>PjW}4XmIY)8uxZ&qDh24`vm){`Zdxd?-a383QwK33gVIJN}mRWi5oH8)hGb2GT48 zyvMH{<*Pvo>^;(JK_;Yfw`@4%n>gnkDh{8y|8Qdzy|*>vYTZ>wPtMfzAsVgAePR!; zSt%GEdUy$LkOr#i_9Jb#*~{Y=@sHHi+s_F1NV_o~&+taiHm=_emVFD#&l44K+kPTD?;$-@ zEw61+JPm~`jLl~pj+{FmB(==UCSU6O7+S*>qv%eH}jZ{enc%aS8>w55G&L3gIZ z=~-+wxO2z~tcPwQ6&9IQ0(ceVZ@)el*zzE4om^OiUf8RKLkwwEa~^75;4I&hLTOMuAlR9r^zs^ z)5Rs}3yLerg`lY|g?4Dg^(G9{bGYM~nQ+Im8|D=eymC}v_A^hPL5PoyA~ZXQ&v*!P z`Qg4_Zp=<>dsOodtoW5ai0k1~n~+N?F2Z`_+}KM3|*huUWTD@izen@@@5`@&rre zcf+}A&JF;$4*LLCsoT3EhMp^UE=|z@W~W<7ui3bs;G)zrVJ?71>jOU}{Ak5{_2U0h z!bon%JvjS}^q%*Kdci-R8&gpNA#YIKJey+R#KdT+%uT^2bDNWJ2@>4b)fn~F*h`B} zm5)4S;kTT(E}MFz>ohD8pBAp=s8$R%1A((dS+w@u3y}J3T?&-r+eW$7b#^30mw@cr za&fL!*AL|0d2GEgKNwKQ7WU~=CtRMG+@r(l;l@TQ=O|t7QVF>fQktecx_)>o`F2kM zG`5{j_?>e}+g{7{)G{keUKU#K{ebj8Bc?7|SY9XlQEnsXNg02VUeuW_p3m-$PCjla z|4`ve1-W)su{UTM79S2W6cDNa3LU|SQkmcc5_Rn(8O?Ai=4um`W3vkJ1e^^4pg15i z7&yX-X@elx`82LGQ5wwD2jo;UXJ(DSU>M~b=>W_}z@Rs}s}JR3RzY~@eC*5ey(}65 zWgVW2TsPV+cw%eb0Z<7FIc!U`)w~BXCmTd0Hlpha!io8u^7&=ieB6Dxk-*3kTDOYp z7`Oyzc|RQ86?V3MMV^^9kM%359-iNtblf!hT9$2dgx6mYx<6jcf9O5kqvfQPT16dm z?Oge29CNI+sk;%i%jEfCdAlQLuC}Mj8jztjD0Y4}>MS3MVhWyxrRZxtZ|oSG%D>|* z#9`QNs_7b@pJ&Ow&mtQBeRwe56;y=8h;-Z_g4rbD&UTn?+V%DwU{=dg6Fji40vIPD zY(UuA3Q+LSb2$3x8>JK-DquQ%b;4|1BIL(Y8O9UZ zntV0%JZ!_z{cuXBuRZ4-0Q&9%yB$@Tr1x1&D)N_#tTPuJg?CpKJ#lioeO)`YN*xHNU166I(pwlKK65)1yddGdZGY|>o&c09pikm z&d%E5m$OLrY^Jf{Iv&nC!e(6;Q_b%_0Bq@&h8S?&&D!cw+91J>fIRM7;U)ve zS~-4{qX6o%au%B*R3SQ3M{BCqnU2K-GXzt zRp>G3`F(djIe>jR{uh(3S?@t zcJ@WG)(~VZ*<49yXZ9h-eoJ?y6mO#n19PfsQZ{P$)lX{ID8r_#t9cB7O>@Kv=8tok zPS?)LDkRVf<@r=_orCo5G4=-*%2fc~#JlHThsfDN7^{@eOjvV=Dm8@c3B+7VPw`-k z9;*C$D^?Iwg1NaAV_i8VC%AN7Bwl+!)|IFjRe2D~$bWGx)p-)aCk5eIF6R1eH=%!%&V;SP#xXWoiR8x7uofP>PVaFd_7a-oI3^)FH+h;O!>_&*EZt4N z|2o@}AtteJ?{kEP6<<%4r|0+a?B_E@!pa<9)v708u7qo@hI)v%U~)ridJ_%<^cw z@_iZ!zi;(ak#Y#v{rDN!O-lOhon zdWxHgn$`rM&+=oG7UGqxRbsQ5aU=lAVlcacDIyY#%R29(k!)N1nvxf=NW zYNviO5GE|R9pZY~8ip=)1TbS;L5g*sfVJnO2Ee6NHl;D`47{aT3G9BLuoLtDbv zQU|aBC8SrHvfW{ZUG&CNBMhKh$Lstvc)k9SYWEYD}r7^}MD#Au{aPHi*%hFNG7WDW?t zn(Ny?K;&G<0R0e=87%rzZ8>J;3&Xl1E@+&|h^@eMv$&y3rCyU)f#`{gK$pHGQN3Vv zDw>m~$T^dQFnX*-M!SX8ZS~X5`GI{4dp??~|^&Y`x{CNnY!xuiaGq;>4YT z+hQwT)F!;W+4M3nZCAa3LMe?>pWZ-u6Oc(9{u_6(x?DI{4rV!mto>7^(GtV&Ctb;W z7en8&iWOMj-Ati$97~iIb1c$crT_IRAHWGDd)Hcjf{Ut1y>K6cF`0yap?Ydnq?Q|~ zaMmu9hC`nJ%{pYQMsluU+a|Voh>Yu&)-bcJxa*Gex5C|y2b_u5F56r*37@z~;Pc_$ zM>%853w{z#7hUkT{ia}C7=6!$Px;Re9DO91E!h=&R6VzbigOYX7B8GtAL_DSwZ52f zbldQ({thrJ&R-s3mGXz~3j(VAyAVMhwm#+^Ld+o3Gpe4gO0tb%P7p?~k$&|iVxKIZ zyne#DGl~$ti`l1-=h~$ z5sObk@Ha(|)rzN;ik~FWpv)^74l0Vszvg#`KX5%GGiN!1UZYbxt!SnzV9*x( zT2(G~bRa!Xff!Ig$Ld~|_BuC}inuY~z#Y)A^$sTfRu0QDK8*XcKKo47wYY^a+K{GE zAjAic^mrDi!sq>~KXnjtdegJA)0+r`z;ghpi2I|B4HLfYMbtEd#U-OHiX<73l68mF zR6M;&{AK;eycyj0=yARr6WM7$`{1*e$6mtDD5ISBGyC93ack16|IxWYQKx4bWF(UO4phgb2}T#d8T1qeSF3@HFt6N%R)dVTlzg#bB}A9g8mNr*%;Q`EhYtSAi?Cfg zAn=!%-Eu>Q;Rltv^qLY~{Nd+p^d?7n-9J=L*((ZisVKH1v(E&am6a#K4KE_WRDrtV z?0&oyoS@D&Mc13Fwg(pmpr8&u*vn$|5+G2KpCUI*}d zX{JwI^!s`5ABwgd$Di|odp9^$THFCytGHJ$phnRGgjWNcO{`yUy#K!NeODya?Icv~ z+UPE6pA>I2oe0ovmFhR&Oh;AaC8DNZ-D}$nEIKw*-Ko{fAAV7#ZxsNZHkDR>p&h$|x@|73BpYM6Z zjNV-YnB-z4>Ai^oR|ch1_%tP!cD-3UBfBxdWtz!pxq)$;0r)nnW%RHrb!JGt5|t+y z^4DWrnRyq=5f~yc7OI$)zOf?+T_29R@QeN4+V|b|zD>9*qaI^|RnjmL)@;3{YDZ!& zm|%?NhL=V!bCS`d~ zWf{R&f##MnENKaQR;we~XrIg$)6}?e-;Io7VX4dnv^CRgeiM7ca16&UtymL3+zya# zhI+jW)yj0QN^+ZQZvco`WrdXirz}r99Sh zp7^(%YH|vSTKwn`dF5=XN>YX<{m^P<4a=~Tk&O|gT*s(*nk5S}6&mr^!`|m&U@WCN zK{`w`n^CzB0I^Iijvp_RDK7M528>=UvqbgP?E;owCw3S>@%YiNhKpIhuOa3i->~-F zj-hZ}D!ATGxV=zSHEbZq{Hx$dG_j7LIr8#{ISBd<%q&aZ7J>SBEu@DdCq@>Z+@|7v zHfK*+5zLflQ%Z9_H7@N!ThRx#r%D1%SaEo7%ri!kb& zKYdLs{!@_Pa{cvYi`_LR3r94DfurSTo4EZPLGOzE14}i%QTy^s)Ni=uls&0L1~H9@ zMh&ws`BB!`|J;9NuSA>Y*Z{yR(8;gVe*m1WJ3l#>ACGbR!i8BntW>2A0Uj7Fgt+*; zjXa5v4*d@(=M_!=FwQHH@7sM8-UnVa3+CIfBj8*g8i-ehkArW@C=E3<+Ovv1hg}zh zsvb+>orGJJCGf?E%#GUp_*>uvH&+1;p(9vMt-^pePg_A0!Kp%Bi6UjC*=q=+xpU-#UQC?xEp$@XQQb^=rO={pKV0b^ z$1~aJ3l1$_=%fy3F)@}LIm_Rb(4IU~30aBkm=$7REheg_q@usye#RyJ&V^3sl?bXS zZ|0|1q`$#84iU=;{r9TgVy58o)2{yzp;l1W%#1*>2{G+p*-P1N^1$nbB*Co1u~p7F zMD2DVfOW*TE}yqs-rIeK@mL4{w_9T3r`GzRJ`M38y*{(@+G81Gu?v(~nSpS3`Y_Ci z9Rvn-Y@)M4=F5Zv(!2jB89@^=?Ye?yhHRN&T=B$f`_epSC95@{N=2Lg)<0(BxfaK^ ziw@h>U(2_6cge?l9PTb(A?HE^W)JX@J#>u{+j79W)xdNO80ilYwFPo3jneJtPZCt$ zLJB)(=zr~3AH*jIRGy~UuF2vkkyTMHsx>$u;k1YK{-Uw76c@olZ-O*(cgJU;=k5L# zx<|cJS7|JtnEjNK#6 zSPSJ#Hr|4{=`uYm*4B=3W@Lnyqivf}TR$~K@W(3<;nE!mJKWz_V7xtc%Oc%)50;jc zBE3Hc5Vpbi-&WIW(vDu1&$w^43qtjlYV3s9k{ZFt+i!8@dva2I75$;`cb(M$5EeXE zUs0=}KJ}uHroWI=eDS0(kA|bW>RXHT&Pt`WYG|=0(K2Cnr#gAzxuv%eG)fHelB8ZN zK0`SyeKf0a>WeC%TF|}&!5WAGo%Fwzi6|8qHWCQ zkh=K;&fshz2%F#UFiOh8kUAAV*V24xLv!`Pe@PzfrKmjYG@d4&yYVZ^;kCGDmAo#< z=w+w#3~$3b)6Y5$d@Ak^n8ETYwQFa@C5{nQeotA5SslFdKraH5OIbsK(eZRoU5H_I zgD|nzr8~AZQijQ`9C@>#-RM4{|MfTL%{`9`fagmROHa%Jq<5+$=b8ypi>bom9({D= zI+a5oan1(BO~S?+tvpL-qQ@IuuLUGoWv{O+~;$_f}ya<8i82&*x~B zZ|Qrtlq;FE=c2G?a#VvqV;-VNxq*ZI%nwxPE|EuIwoY3Ow7?^*JI;s|9J-1mSSaW_ zd+jUPo5~gRWp0p~SSvIMD3|ob%+uwXmuWlO zVki$xB?j79as{2?<4jkFHac4MJh@0ydBpQwrL@t&af3_0D%D9qOXfng2Il?cw#D&M zM$I?zzA&R_5;|Fzbk4X`hTSxDUE-KkWY6{>eKw6(Z68ds@`U#J{TPdU$+C=3JB6m5 z=#PfnFL||viX#Zi#^J!Vw&haNu6Y~q*H1=lsxzWhgV`<{)CXT@&9D`~lZbI6m2d*b zS@Z-c()*~zR3EZ-k!_p_g*oPjzGbXoG}_`Ev8Ke)zUNS5NmB78F{ekxAbV3hK1Mxn zKxKsIuLpvH>3JZxl8N<;2HjR#_Pg(M-S)$ETMg!=YeYAAdFlWwsM`uV-{~>FeLgcc z@E4Ogmf7pglfcflYhzpCnbw)js=T;ZeuPf0OM;3^YQv#wXIZ-HyEzW*I92O;9nrnE z>nli~`T?;#>-6TV4i^LA@zGSITW+yvY1O?RdKIonhu5{ASFn%A9#;wWP_4gQ>v+I) ztcA)NomX`zM&1Uq!3pkW-!n6($ z|Gb?7w80)$9b-!QLANDi93MYz@)C{N$5relZ2jeq#A-`0hjI|K_q&qiq(^5`Nz1u} z!q>&=Ey6|Bhl!?AY~r-TRN6NmIPeceP7h*d5tCmk@x0tO+bZ2=<+gCyci9_o$odM#>3W{2`PcMI?Jw+3X2qv$e zj63p5q0!YEnk_IlsvH&{v>rq3)!PvlGWk53Rgrg-gDQK^@&YYKdgtV&dk;mP^SWCW zMYoX-hpL;GqVR2{Uc5T#0q zfyWCJgM)!*_&QXEKv%S9A2l1^!qWXI6`cC1)Ym!qr+q)F<0F5hJ7Pp7~~r6K6YPZS~#utKv`CW9B7l=Ud-0r$cl^^)K9UO2iBisG?EiWV!pZ zC;iXg(=Lp^Z`m~8*_%D0&`x?&|$}0a*`Vv*4dI>Q&cWIx?vzr?vQ~tMV7u~}pVVm$grg{)JW8Zw2P4p**hV&M} zsTe_a_z?eCMBK&)*eL z{iA*KCGaOYW%1v#F!CjqX^>JJ^ZZZL+QGlFS^JcW;QlO$qCc7?@!!|_-`DzEJp1oy zg(lH|gTQ}dD`EoqZ*2W<%K9%7_&<&dYK6sFz~+@B6vEnUU+3CX=SQ};?{Fvv%X>Xi z4h5aHo*yW+0$yHj>9l#)7i7GF8DZlOMfg65QN92(^;Tg(ZYj{n&Dlj5^&FV%*rIJS z`yg*Oy5ck8VMNLPp-r9&o#$w5Q8m7E_VohUf8w^eI0UwR?Fye8gu#p@yh9H@WS5LQ zwSvjLDCrA7MH7F+;&J?%`H0%}%p0PJbm|0G&^aM&94OxB`-~ITHby~&-No3;9-PKJ7Gv{F${<3~liPhYyJ#0T? z^u$V=h-MEZ9-CkMte~`!tqW$W0BJs>^KYcjLs4Pe=rR#av#`8v!@OOo>{llm zU(F4cm6fgq?h3ATdCsgUvLq#n=T-r+F~bXvjxC(c3e1&{PEJ9*6oJTg zpt%{C{i)QIn%AuDI@dkY)ZdA-9`1Cs+)Q9)Z^*+8ca!@|ltUGh8*rElT?L9xb! zHqg!?TKm0(N6lUo+q;_&w+?fgWy~l+S+D7_B{tS?9NLg?Cy58W4@UWTC-ybC zs`F1;_JEOvi3y{DLg=9wF4LFWA4T@QbjgdwN5g6u%xf)+Duai2FE}C{pVq0CA%yu3 zQoS_4tG*V#fONB;!*)2GoZ>L&5MI1E)?bB*%ry5KnNmw&7C3i-p;&wD)L<%K+Z62h zc#8I5-nobT+^pRZ6|L=od9ZNTmNUV2-kNFnVf| z*I6;Z!ZJuHeTvFJe|F%|BR3rqbEmp>^VVUpbo0dj`Rb9gzGP)#| z72lo%;f>C2J#A143?isbCBo5FA=%toedqPppkaj8ILu+57=o1%8{5O*hY*`gr4>wk zo_DI+j+2krE&@t%E5wTEdESl_o7!BDx;a}hbVnJLV9AyZXjbH27W>F`@_&B#7we3+ z`cDCs5Im?B|)8ko%Oey9!N-edY62Us7S9ahvKT3yFl=-;85DfWC$Xf6rle-nDuH!l6JOTfmHtKYj;=elAzZoem zxp#t_n6jo8GX070(^oL_&*mt%ofOP=L;r&_icG+dbjOm% zpz=^W+S!*v59<{;6X}h)#3>l)LRWri*nN^53%g}C@`7MQRP-tfzVA#?f`+6j9Lt@^ z<+6d;OYqWNsHBHKJv+^v@&3N)u@*BG5<^}SV?6Ly*)6*Vxi38OGkSIH*O{JP7)FwU zUt>*pV~en5^W&BbJ2hY3C}K?(N*0^Zz|aWb&)B@K*=s=8r!!K2(u&9_<)o4nxEmwhT3Y6Yn4JdUL!4^b0dY@s2O$unPGt zDR;cbA+{sh+f&;K-*=2TjUz8UAeF+(L~+t*nFT*T%Yo8)gjcBN)t8#oaykTMqi!=5 zDA#=#V$D4y)`(=&t}i5ZaVs4CC(QgqC_*#l-n!{C%b4zub(s{8vE@YzDml=*H&7$J z*uOUiO~{btOSi8|vP^BmK)uIG^qp8DjGJ%BTPYNiN)lz;VdB%F&1_y`%JrmN(r6)A z!+fX(l&#+xzMeW(iyuvunEV^*mn}hKV|(7U~x?YR;uDjjt6vQ^enf}O+j-+_LxQ$B7b)2YlqWg+i^n7?ytM# zzh-+HUYxMmV-f0_vmR;|Rd;66Qfv$4W6Xw8u3{@>@`5i;`XVv}=eFiVZR0oxw-|`u z3{TF=TOW)$hz2+mdb)BC{JrwnlpsT9aB}{Z$!J1E`5qNPbcI%kzo%n_mpU`DVX9$e z_sMZuDejdq1TC1`UuM%h1!#fTkSf(Tf=b9OE0GVmpgplwk4&!G`}}i|{^dfS!v&2- zY3Q%;XtU8Y@}KX)P{cng0!@>K&FvkaG#Q2i!H2+i!y$zemCDSh!cnzjTY*^wBYBtS zTDM9{8F|=uAm?SqEi81@;>5*Pz-Jm0dynq6!vid){snD7oglb&LtuvFg&l(*v^zXR zFpHP%_J@=cl;t`n`g6PZ&9Vn(JKtc7=d|0Q!@|obp{p-`puaidMLG%m=fkv)Xn>6L zGa_I+ks{Xd#G0nk&sD$5mv&6V`HjxFD47`h9t#Mw(tUf&*vU1D)BN}sqaJ9_M0e9M z1t1rX)8?o@SP?8Q_Fv`G6u+TZM;NU?*V^mR@=YKOA2;yVr$i#P9gb1Ln>kD`I#7kE zx0xmHdL67aF$~qvxwJPdZDPT_LQv=~O z#qIOg9(NgM%j(0pJ5q&yw=e1M`Mp%e%7$PiXcw&syTjq%rE8bHiW%M1Je$%so)T$X zqQsJ?$St-+3p-Y^qI58)&GMS}Ulmc>wf9e$Pk~mQUZ;3(>n|x(L%|3fTsuH`r8?DX zJvs~PhFCTK^W1#I;R-ziEwK{KyVg-UAgj-zd9dE+y){Vj43p*oGP}3LYUCet zU^D5^eGp%5=p*)voO=f-1I?p6cfL~R+-u&p(C-1jq@zyxTW_M!8E1b&fceD-^)`rY zn7aJl+cE@9n#6-CiD`?^-3#x;qP}I}Ckd;rwA(kns=w)2>K1lH_j;h}1V;eYy_eta zOxSy^)>-TTcf0l@HZE_SW8ExWK#cEKz(GSIotQGa)4Nt^UxiF`ZdK27BGP^_805L5 zUzG*oL}byo1FD9u5;}W`6(M{SnT1{4$edXMyHiU+f?hQbuS|0KIYcj&#g5p~0@5!| zd>I_E&&CkPz#&cf(=j=k^Ol1j-7$3fxr%^t(C?og1XaOh|F1}#r>`gUu@+LHYS#>aI2RYSo5 zk$!54+HhBCcZ61RT(Q$qpEbdz z?$kWsgGIxwmx-U}veSk*Pgedm7B*3cq`v8%Wvks5GJ1ePCh~Ja-`Z?EMZDXxBw~=; zX7;}eGY{Icj4D}???zAAK}do0H%yE2-^XZ2j5Sr1n9p_CWDTC`&*k$xJXORJR1tl{ zm-E*s)~ti8-q@O}^c0zdx@A^71OiR>!SB1n-@h43#tPmOMSaZz&C7t6+fprR=Vczx z9zC-aE4kpyQc#1J!UDiDWJtgpW|jv+c6hn<^B|C0F-+0EXdyaImBrOryicS?v?e@Hf9(;iuz00k zsbYH)ky?H^LC)zbLyK)&)y54;a+O^Vt>UhcxR9;zd@2x|K_x>93RcSK0~s%_Lo0P2 zuVq;o-Dec@t=}FxM`h437FY>K3fy^6B-tbRCnO@h*CXl?C87SukmAYKxbGW>`C!pH zuiNHgGt={{Blu3>*8f(96vkB!v3ZR?Q4utp+sxGOGF)B`@>r$SF>D@z&*~9(gd=yhQ@NhInF1gap>jhRoSCs41gP7H7=4izGdsYp_f;Gw ztq%g&P?0+Q3^5iXzMs_WX2Fm<53;^hCA*1M2N>X6ZzgdHS3T|>AcffpWP`4TyA{LF zk$TEutxh_1`=WGxe zk~tf6=X%J;krT9!^!U~nXwcdnBqqmjM@#48oQ7;}o^yUZ12dFeOXzZbY2GJN?Dv0C z!0iZz@{cY-_3E8Sb%uiBAsX5tdd?5RQ;mIXhXe0&zFqg1hoJ-vK^sjvdmTt+R5=WL zFa{7+TPG;CVOMZEBFxEu4FzY15SXbY&xzT2dtaxbc_(a5RU*lH{O_!)@CtY6%tngq z+$*N}3i;I1iQ#VpvhjNkePKsc4JCV=(rX8%o1C0PH1kq5)(>knt*0A3l3MqZZuybd z(*-d@mK)wir^2<$_ZB`>wDQlCWYNa0@yvtMdvaj{23nwBoP`|km(2HdcZ9O)J_sV8 zP`fOTHq0Y41V3?o=|z;l{5bvxywuM>OwwR+@^<(abiuI2u#;JNZBzW?cVk=$5$|e0 z2#l#%+0JNuOkvNfAtlDDiXqgJ#gO0#axXCZ!U3k{kA%_J`rj7K4lfowtvEe&qhp2Y zAWVwwKRe;_gRl~H*ni{Qqm~PDFp|&JIGijUa77vTvXEgV*yU()KSpUp$p(8+(Hd{R{t%3Hx$;?cx3bxFeODAP!xW%MWFuH&Kog~kD!j#&c?qfUThwlHv$-b zucbxr3DZMWM31tdx3oZ`?`uQuXmC1>ciVcEQ{vgl7tidV9_Btd@hV6-BSK5lw0(mK zg0T_jIOsfCrng|eeGeiK+5my>*wd{6Fe)`X04Buhww8WWHPN_amG`~myfpZ+}oX4rk}u|2Axk%*BTaCo%wk4|1tb7?bRQ)2sU-#mxmA&nS z+=R>e61$Mt6g**y5S;@lna_FDFev<9JX5>seeo2hBO1YwO}BWypehe+&K9&y6ImbZ zfz2+0Og%*u&$HylX@4L0RC7G7WE2xDe$rk*gu}q z1AQDQf5++cRE9CBnrA(+9ydaY_3CCjS^JBa40+^O*efIzmGma!VI9Yw-35)y0|x?& z1oXGLCl(SV6-<6D$C1}{mh{qgArp_KzNIBvP{ADpdhmg^_L4tmmwqz5MWVT=t@$0J zVcp$?>LMz~lW(qUUcXL}diK^?FcS}*!<->wl#>}pw!TagX-Cc=_`52I-)UZx!-YN8 zLPNx)J#n-=9Q^gPQ?F{E2%c%4*jec z63>!7@Ej@JI^G6vc)m(IN5o(W=R!!GO{PKB_V(q6soqz9)E>Rr zP^jOq)Z3y!rSrrH%j4$zu8UNJ&f%`LN%sP1?0cJdQsoG6LL3wc9 z*{-&2^zS$2rHOy**4CDv;($4|`KY0xOBWS(BaZU-kaEPo;`uY<$x*Y=_g{baw7Vmy5pI#=8}ouD{ld3Wv{!`~wS z=3vIrU%uyQVl9fr(oKB!3Cfn{H?XS?et?>Uo*pd~8+OcX|K}`+!8Bpc)gLsTzp;jg zVd7q;9Njn_&9RH;?Zo_ChC)q@qwL)PzP6ZW2t@QYE{EjgZ6KTg@qK~n3Rv9+Z>fR|KYvW zXDD1wA_Hq8d-`-?dLJU}SNV2Caby9swngNJG|IUO1_D?st*V`WFeCFSkda}W?)O%g z-Jp*b{g3`zWMA1b)2>8d&Ob+H6;GT|jv8y#FxZz5@GwMY4bjsVAtO)>!xMZDQy=K$ zIrcWb>6`U*!lB^A%9Li6*sLs8unW`d&Ck3=Kr-`y{!ftQuHD|CmdBu^Kd13*=t;9n z(VA|MIj&9hg_V94I#W7^;aUC1K2fD?UglF$O=nH8g!)%_5m!f1mgJtFMhj5MDnR_I z=s$fymCxq$i}XlIt6_`#%IR%3id)blEHB9%YmiS5Mm07PAtr zr-yRQ#76agr)XX6Poq!!shOLHab8XF$Zhq(?;-U*NBbd?HsHnm@EsdV?!WeCe>4`V zu?py}HD{s;U8-@Hh+cA!$_5jy;sw4R9GRuYIE=T;RM=5=u8hFR5cDn!Gh3Zh-=ob6 zyXKW%toj-<7^jwZ1?MMxdQce2W2eo1Ec#LBlvVg%Q|d|z*>GCa4id7zzpUbX@D%g-!V_ESZ%^y}h0Me4`{1(5d$RQ;=AnF# zuuIH#1~k4il+0c`NGX|VulGgb%cx$nh4I}ti!eVbwd~wBM&b64PokytD{pkj&AMxp z>)hHZe@80v9Pjg;mX8b*WR1;=2j&%CxwAM6v*cRVULl|U;o3yj_1tN1TN)3$5Aic>#tb`)Ut{FJ7 zG5y<9JDwyHIKm&M2Ix*{Ysb-Wym!&)c*EPgm=P~T8mg@ov2t?rK}tx;_%~usOzf9A zb|~P{v624n7tGgplTzNl=H=4!;)cq8cv|?ET&Ef`-TV(Skl^>=Q;Z7UEl(d)e$Z^) zP5-;cU{~T%k{TP{IL|DMcY%!iu$R$SFBCIL{!AemKSjWx2q`5QYdK2jtOOMc@iUQM zzLRxPyIZRL`Y0RS7YSXx0MZWg-f27ycb{*z+l^=s!f*((66dGMT37XgoW+<%oGxb# z3=BOi-ubL`W59{tkiM&{3nxfHb-T5qrQ{0TV>(+D$JNc%_Rgd?oru2mA+LYKTqEgA zfw3eDw%B~$M;xB((T{$lsIQKKMZ!M=retm(`3(=EW(WL zZPDu2U09NuB?jpocCJtDCz>m)8MsgNNtcg1hj)_`o5S~pN(QcIpCbZ+@Lr1fN$TRVHIDa1!c~C zug)oMl3K1Q`}Y*vKX~(XqZ&x9C`#)X`6>tpPx|d3eR(G4p6}tK8%ukv(3ifL+0k`f zqqU2}o-*ax`hQnbP{>Q$V3-U$Ft-2i33}}A%_`lOMWv6)OGi_j=fUXGWvV_hT6mF~ z<6Jc!e%6e9XkEOJ;@p*8WMNl`?`UYq`DpW#9i+iKGEQZkz4-S>QL2=Wm$$iSpK*>n z6}KP7tl|CP!{sSwF_r7rnT3UgE6`5Y2U}8V&GsDZN>#U361_QWIYvVo${6@VZ2RHB zV-k65X$G5b&HFm#`FchwsnN|3iMc~6>NqZVF9a8#l&Xck*<3ZoN}uH*bEW))%wYV; zj-it~17@je?aabL?LIdVM|C z&ZFUCpp1Xci{I^&25-Jo|E{QnqBWx)k_l}?ZjS684{QdKd>^t_ zQIwI6>l=PUf_9kKd>!~VVksU#o~D>#>uENlCv3|fteLh~N-&Te8V9~YH{pyyste1SZe)D{B#k=gpSTv;s&4dJvl28$Q%@1LW-!>UgnXgHSV|LWmM+T*0fPtS@(v6TGT_#ZAI`@Y@r zzuot37Q}sTw@ZlbYpUkr&h6XF)W-X|pIz-kz8(SA?<`)Zvt+M__dPh}u=&Nwz0*XG z+W(%u%<|af!TxeFT-;^Hv5xV4!g0}@Ko*KbIY+JHy$ml5$g(P<^4Ih?k4E%`sC(E3$JYM{zvE zvvRN8`!C`z8efUwf(;G}*A*F@##bju3qsq9x{uE@|+|he^)l+g<=WNxz-j z-0%FJ9I^4%Zu4KG9`3>kjf>dR&gq@DbaU)jzs1*cs6iq@bw*H9HoN5E0_H8Xo%snm z7F*g3;iQ!jigr!i_-DOPhZ|V~PNQ}-3|oeC3~ct0Y%5e=D1OsepsdGPOR^nCy-9Ai=W7!#_K=6&ZfofMj7^uG*C+Ar9nc~Ns7pm%<63I0gnb5IFl1fwyRQpMfAIxD%VWi5fdX9m+wE87rngG_n$AxwRpha+#=tW z>fLyu^iBr)x_4`*dKy1z0xsU%5$Z#ywHA13j*j|S%SPH3hrarBK?eWg16wLT#ow*; zk{yX7V_bB_O8XmOU#IRMsjZ+=VcOmhrs2f<$aQN6(o&I-hFy6hyZKIjoXJdg#qEci z{F%CS06o3K^jc%Jm*TZ2gmW@SIM16fA}FJZx0&*`@s%AU8=GN!#c9y&G1;MBTOSKd z@vj(j#`RTvW2O-wNi79?TNp_#XEav6wN&Jz*;Hm?bjacr8I6(J&(93~Y;@CNirol@ z2=0kdUxY%eiltOM-bvE77n&YRVjdi9VtSFnBas~~NSd}HSB7Vk&1mu%bSNErB4gOC zy|T0Nk>tix`xCs)oHV=t09x;_5G{T?%m?hoBvRh_^T)(z_im*nURk358RS>U#0X|a zw={#2)}BtgYUZSfFxS4(6hF-=pk%wuD(~T%6$d3vjfZZU( zBW=x*OKlQAPfX$`EVXx=O2`(pQknLs70C@nI>xqW4VyL3J$oAWD+QlQD5YLjey_Ex z=Mmo)KTc?spHghAns4DOsq3V}@|5Z{W-R;2uFNmb&I{lMD|@4ijO0X?FII)mCj|}t zjUmj_2qcXZH`=-<{w58ys2Bm_uJ5ed3UFJSqTvv^<9H8?lu?T-`OqMNVEEj`$D${X zllk*YA3v!hO+SrfH%^z3W^26+gM_N@?wL4Fw`Y%Gy*^h)aMeZ*}31pDiP(C2$Bm$5W(?~gNhITL1S8_AK z$rljYRfEP z#K*8NjLr_Re$MJ!IIP`PXlPiK$(E>a?RKoi>a^WdmrIcY7x%{XD$jXxPThqW|E#-> z>n%~L&rh%wEGXut{~uo;ZNsrt=D|PEEsvcx#U?$u^3OHM93%Ya8kF~LVH6_JzgB3q zY9y(VpdnV6azBjdf7Egky&r;i<~o^od3RJ_Xmv zdCn)278@LRWAEkIC6)E{qO5Mp!X7nMgVgnKHk&Jt`=Y(aaum0q* zlBYHunq}YC@_894N^2T33hJVyPE4NF;~AV>Z*r!dF)}fVx4*C)=3Zl?lCNL-tuz$9 zzTdk3RULL&8DRqvagYbQ9di*C`fiBTn~v-Ken z)?)a0v}?`bUb&U;8k(-X-5ATN4Z^bnLaVf#dQ}6GaxEdznj=4WO3!rr4aW!$3KHJ4 zq?(WRea#q>EqZ>ur0(S(>_+=|FA)h$ZlU1qz)$=K{|yqj>Qnx+MF7Hs5k$hCM)~B_ z?n9Z{ELm=&JBD;v?g~qaOD)g+I+VGWffmI)yBYQ$t!rL4pd;_v#qTs4YDU(JUMyCC zdplsGOQA6x>xL~^)!TT{D8tlTiG+m;8VL>stD+l@*4?r7tS3a#yOg<_E7hd?X0lc$ zveHKa^CV$Y6vXM3Sm)kyaP8L4P-v&~|8DDig4%6Vn3J-DsUg)ix#gKt%T2e#=T%bt z9+gb-j5NPZbg=A93Hn(;*x(}#4bd1Lqe!_{Cr%^Vc%xDyG5kP-jx`zA;lny@rk-il zzCHGw65gA$sgkn)+>?s5ZkbbcBu(m zCk?9=E1lnYMk&A}MCT39xTWcfXl{}E_r3CZnk999&IIw1u8cB?!)IeO(|)h6Whh&z zoX<|l1kn9i=vsi{jIp-mQRm8TS0nQowX1CwxH&EF_8k5_sT;%ESwFwsF;=M=Hl^7$ z873}EjU80v^cP85S(4GbI3iEb+1TACyMbrZ82Oyv#VpW^wT#cUF1eyozjrk?jr7=` zq>S>uAMu^;+|OwtDr9{ikgj*E#w+1lFPOM5>37Y|upMG$x3v#E6U3IIWuPwLmr zC`C(%A8fg?m8@b&83}oitp03iiQV}+WD(QVh&h{X?(1787c`awx#~-c)bfaP$3@4q zXB(sZ4FKU|N%H%3NyD@^+H>0vz29ew#xX8ztX)Myo1>a~)%2tFpSkxk7-Vt!jC)Mc z4))h%n;i_h?Q!3IFfC6j3uwgRGA#A7wGOS{x(D1_$D$o8u1`5@elEmlkWX2oo_q35 zCF|7V3xJ}sErjm9Rr9j{@Iyw{!Yr)LfTmiFt=X(zT|) zb29KRSw%X6L4a4!SmzmqN~>-|zjt9agBvSfIZSq$;OM+b!`jx@)WFZ$0If+M7l~at zc&C>gJ$jh?g+NBlZ(d7z)QtbI{{mGp)BNnr0ncBQ7bpsa78K^pGPD$n>aBTRrE9il z<=PimEE*ckiP6hNVQG! z>BrP+hao2fu7#3cymDnjB6y2#ZO@P_HmWrH*4li9j`p%|cT7-r%Pnnk^-Xmzl-R{n zSKS;ZUbR=AxD&6IX#;lYE$bZfkDMb9>U?f0a)>CaGjQ8J^O#CnNH#gCy2kS9EO7Q$ED^T4Ya= zTfV#J5IZ_ES44OSuPJ@qHqncuR!Uv>44}wV*KwREE)bvC%|ky~mc6mu$ro=IErIT6 ztBA0vbV*wjo7OuaZ=q$)iOY^|eIQM}OLFnCeQizfiF(nd>X-J-?*bMY)=?G?6$OQP z;+fjIPP-l~NGy<675^}Hc=9(-X8u5gnB9i|3y9f4y2r0?FgD9fGp`gq#MRB*GABwZ zIP&|FI4dXDrRinXQTo?zY!3T~D4I5E>joK~v7k$%QbXCz3F%b@bXsNAtdjHNf?fqa z7x_|+qs~h^7Z~l~^xPrcZo__Lxh&?EgY8OTZkEH63RYK_acW4k@wy(How9HbhXGSu zOXENYF#muXx$1F#Z~k<$kBWiA==8$+ok-EK z$&JPZ>YU4VF|OTY{GBUFNA0(QJkD}dzdJlbu07D-HPZath1Jh(zRaVgm^x!rK}ih> zC;!H>Mak3L(8N*vMqofyewf_53@^*bfj=7?#e9nR9wQC@7w<8ER6B37u>$`L-STyM zS|qe2PRCJjY^wAAYwB^MYY_SqKjRxns^F%6&)s7q?ZMf13ifsG=DxnQrt!AO=Es4C z;yV)-?4>p;ftmf&G(oE-dJQgZ8~xx5vG`E}pG+UOqI36M4x!t&&PmHCowc8KVB& z#71MR)|In<)6k{b!R5=f##7cPA5u1x_v+Au_LNrS%}Y?R9H+UP$7}oN4rQjDCuRiC zFZ^F+1YUMP^Ehl$lPG)2o6QzMrwqu4J_A>s3?x*2_DTK9fWpe^qzDXerc?1iV&X6Q z*PZ0&q;`?fKEAmb=~?EU$XqJ=2&uovx6AB>qbdqF$&XbgBxv4QxzzRhO8n#`cb<|Z z7iW+|M%gJwiKsh~d^Ei2MK_isJYOnx_}GRYZ76oCX9{%~JDV*sMPH*mKii)*F`1#^ zG9B$E_w(V<%05%a)=pLy1!}i7OB}UB-{>p$L<#B|y5fG%&x@$WLH2Yyty7n4Y8Y9 zge*8CgOBtz?o)Oi8h!IfrBMrssGt~&6t7=Ph~3H=Sr6$f!-OwHo}KnF)8>18JIqIG zBfdMtYe-k1g?G}|CODdpxwWuwIOa{MQU-VNbSPV@&OCh(97fzzkHX(N?Z#w^;hn$g z%U)9J7QU8aFTE9D5hm0r@4x)Z?up#BX~u?BUeR$G&t<)lhO}@s|8TFN2W?8P3ZqN& zM~~PKN5>CWC2HRBq!6uc!_y2$+%l4ra7^7BrIpkaRm6t>QZMl?J@iuN(371RWfo)( zG<-bxpW4>1!mKyUm1<>gm9jtQ7~7Ryrx`eb^Q^zWHl;|iClHdWSfx#RF=^%ORi#G}mvY}qtV=$T zlNF2ExlKC_uVCy$G+J%bOs+Zs5J~03DeS%+ zXDiCL`c|bRu4?rDU87ARrlbb%T4pk=)Lv9nL3wt9gTqU+BRBAQcYpEpt843lH?d2h z4iib%o(+{&JHtY{J@eZ}>$g!MAyx0Z-qZAUr&Og+r&;kyGz;BsglVJc8P>9vrREdt z2FkCxRuVPgiacDs?70elK_$N%u?f=AH+zG7+!CAJ7jhl2pZ;E7)nyXw=6Y^bh0UHH zS{gT|In!q69SDYYHZM;g>g9Cf*%CoXD-Ih$&bu*?qTg;4*#^bNA1$5?niqA z5s+0>imC2hNmP?Li#F{kbq(78!YxlNQRK1Y!1+7YWNOx7YiVsumjWk)q7tLh>jj!y ztGk+%ei!x>C`*ob4z@JT#Hq$l44*Li5w}+Hg~MQYeWa0HSaWn}V?a%bH4GA?wcPz0 z>xpaLgW}4B zP#nXl`9Bg{y$=LkYi=x#J8)S_3axeAaDB>n1lv>ElHOJ_SNKYN>T%oLmjjBs|1f}R z541*H2g;1ATcDFc!i2^&k5`zwnF{Zdct}2xNxUT8f>ZnCGppC9ML9W(fe5@ayxRIp z&l@i13Xzfm=a=W+Paoin+=Olh=&+rCD9!(5I{!DJJ7$ht9_SsQ{B_ki;|CpFS%*+* zBIk;r>iLM+a%ts~!LE892z+50 zU+cq#7vtS%#9n$os#AtP^VN$p;{uO@-#eA5pZ5rV5%tKl=h_wd6D|#ff&9>`8g(~b+YVxK!&IO4 zg%gY>stjsV18i3>R+U(%1feOyhiYFME%f&D#i*0BC$0_UH`X1hNv*cf);tqcH2H!n zij{*Mp(4gQCtfg>iD@RboG{n(L}<7t7P_U)A|dv(HUWlYvYp-3o(psaxuY0#)EDZT zUO7~+1oOKnn1WyF9m@#h=yU02%y{B@CgDM-axOyM$$iNck_XymCZ`RP_N92Xw1`F{ zR4eHCd7FS)!MzdT!@wI(WhD^65020&q}qs`4~4N-rZBIgK8@%)ixi=FVX{g8>4&?k+>; zv;*#_H_S?7DJcP#xN1ZH{qEgRnt3wbJ?w=tHksS!-~dVlrYBF7Y45bvxo9Rjp{-u% z3J5e7Z0s0mh<{curYM{&Rw_Ajkkede9q6I4J#cW6%597i);qK99w76R?Rz8yywK*HN1tTL>#&{q!+#D5t@_M^xkFw zQ7mWOLrTf7tN+=62EUx&n@LqHHg*>)hIPg7qRVifXV+XA-HSVZCE8u-fV6K;<3AXS zt5HP8BJux@u{dw@^Qx|*LjBCc*l{AIeHB-pQe6x6$rhC?N4*_0%6Oq&V<}n=!khw_ zU2}3TZZSYMC3Hcb0od#vq!nAm-c&K*fZ;S3@YTsg-Wbv1dUAraN!(3U%PE z`qf%ooQjrgR++S&fAURS{o%>s5L-O*MNM7#UN7h`8m*T`3 zwJ&Rh4!1J{#X^yKcc459iko*gu9lG6^}e#&p^| z`H0eoB6gQI%h1R+*u6#i{2aMU^Cu1yX$uvGd(AgbJrZOPtCNffP@{L;5MkTa#QM8<9W# z*a8#p#pODDP_K6X=7>G(7GqDb&7hb{5uZQsFM~q0XV2&UDcMVxyaxsb$h43D;r>a; zIvyjO?6Iw2J)#KQpqUF`Z=i`H4EA9js zk)5YG{^GQmz>rm>!D{diNX40H**Cw0Of_9XQIl4<_w3Kut z7^#D2Xzm&R!CyC+iFIL-KXqZ$ty^zEu*QD&?2Cwq2z}h!Kj+#D#ke2g+y-v{zcfqU zru#Jt)6p5_W18BW@$?Q^Up4%M8ysbgpBf@cg?Ythk{X6&8}Fxgk0W2|=+>7SVnNB! zQYw?|D*UmeV@khW)Tezy%zUp8!ylPH%h-uPEh*EC+yD=1Et@9$!P`u z#k#FH^Y3@`H-JF6I!jb6@}A!!82$%q!<~5tuf)!Q3;3xf;5s)rc}V>$7)Gq28z2er zt?E7u;+>G0Ce=8*L~2CG0&l}qVRLKb$1Cr~N^PGJVz@n}K|Cl%|6|Drs-M(c(CPwO zKRqBoAUrOo7~`RXX?Gsl&}Hb7l*{sM389#mJAW@EkhNZx7(^)fxi?di{sf&%JG^Nr zA&Ss4t8B>&;d#9dA-i)L*`31YODsDD*}1uc2L=qQzJ7h-INovmbya03NNpA5Hs{Ir{nSe^WNTS!?#m@eXy9`8CO{??@ zsA}1ORWW5C8FJD75?aLUg)$`vWs@ZtkGjGQ&D_+aq`-Cs4nxB8hh9R$96Ys@`p-lD zt?YvpfHft`;DoHI>Hp(?Ilsx%oP@{YDHu550$uEp-ShI2b0F>lIckO-GQM{e%s^&D zOq6|(T)0eeE-^m7T^WCme2;zKG|W*ft_$ByPmA;bSA$`Cjp{!IlgLTfOC)+~OixUP ztr`B|e_oTS&2>8bwte?*bowdKkr44HItrbhy!-}1xX9_=UIpb=&hwS_rYDk)v=Ix; z)R#Bc$p>|YbNiSR7tjkuAd2&}kB!q6n?%?=q!yEamaakQpmA{2ON7P~j`sHU*4(Tt z-m03KoJMHc&q7>fRWvo(p&KiXo;eL|=0QlyPjz>jAA1Qt$Z~h?Buh9AM>>tRM1W~7 zGdSu-b%CkFvO9DHT}}Jhm8{B!JNFN14Dyb(4)y zY7x-*)OD%A-T>wMW+z;GT%Z9t0x^x<^+YBuR6pTW-P=;6opl7IFer#2(#k$2zz^T5 z`6<#PC#m%WJSWl=Sra9$4R#muF3{~8(Y+9g_O4V-RBC}b%%mqCJh%-9%}q^TO!Zgd zL5x2qOurft6_xIfOac*xk>RsbV1_*it*zN=O2@^Z=Mg%+@_*Txk^h25hhBmRY)q+` z%*^XzO#TNC9+Xv5Qp&M^=JDsdQ1WLJYm9tv5oK{8C^d6@L0QbzU!x0|U0Hdo+O{YJ znkbU!LqYmYGs+&CJQdI;`3*tB%cq_8-Mqi~bSEK1AX2aqn#Xg_9i4!k+O0h*r^sfj6f&;U$oLm)&3o`SULC7jXLei-E zU;*@=%)Ki(nj@d8ov-A&Fp*Xt?%CYZB6s=nJ*DRid|#X+r_aqCa3hPAhf|p38ezX{ zJH(h?AfCcqGXKRXEcf^?1&1Y)KK^f?AMdDo>C<#tlne84uPiU=>p<30PHU>!OP`S^ zijmqXrhcpZRQneZ6Mxr56rxQYhV`AAni9FV1dU0wxzn~Wisa{Mn8Y+piog_k5Zd*H zW4?lEe4J_`wu}r0ZZ-`imIy7$A|lDVTcDFnXQHrcKE?~ne%=VtZ}U;y+8Tyqv^$nAjsj8SnR#Fy+_a$RnX)ZQe7<% zC>@Oswx8_jt~v>AT0y?YMbXjF-1kriMpjY`++YKfagNWQKl8dT-VK%XEFJ4AP`zzn z;LxMMQ*smII>L$_TkQwe^Z;<=x*6T`-sWvwT-?R%7t;T_{5s-@kQDRpC;WQwtiZkC zXVod6v#kQD^)dR#C^{Z8lHfzXjN*l{2UvSA*6}`XC%&Q&TX(~6&%7L3@5hJw)UNJd zTQvQHXK2yHjj42XhHP?vyfYp;p6j@^NAzG?HMqq4e+7%BG&>j`oS<{Jf?Q+`IvDX8 zo@?fWu(iI$e*ch-)nUm4hYzzkK&I!9zzm;aX^H)1E`; zUaYRV6OK|)UVY}Zyz2G`TbYg=TKkJOOpS>f)>wK5t_>FC+7L#rjk++=lORHMo1X}J zAYGoNv=c221q#3}=q*uV3loEo zbc`i(H8R$RVoq(xBSbXbN3hW5SN<)sGt6ynl$BBN*kV{Iya%mIwaVgiuXLc*Eo=nO zQP;$|O>ZpCqlxZ>yi`+0=Y~^Cs zcuhMtve-*8RsSo^6Sshw*UbS+Xu4aT%<*4jW%dNs_+)WfcVYXDyA zux^~cNnHdxazO=NOH_sltV`f#kxCz?p02~rz`(HF0nO*9ni3ReG$&xAgn$tg!F*=8 zKIF&8M=LclsBGm!N`KxwP&f%>P|lvPk(qH8y2v2EB>+Jsk+-T@3qb9}aB5UBD>hcC zR8NcH_aSzh$U#adO|bNYGk3 z+;ggr61VNLsjPzbJ)GRl9X7Xb$0n%-Dqs9ThDCu4v8%w&1Un9mZ-LO(vUtu3Y}~7mw&M)7n>Qb8355Nv3=@wn>NMynnzGWKJJqgd zZ^xq{y5Fg|pa({3vGbhO1fy>$qh3Oy{J2LTRgqIFyIQ5J96XD$*}~yS?T9EH|j#w?UX#(|9`Dq&^tT%JBiL3a5E^l%rMK z60e2+JRSJ(;jWTVJ1n*&0-Rr_p);Bw25~vI4#u6JDWp$aZ@72?y!BmRY{*E0_DXMRK6jRw633KU=yKn;(UC7w?AM(6}L@V0M|gk?g)r{}O4g~Z_Yg)JjSZxr)t3=+$8?=MO&})O)WN>9vOi+qU@mCfZIlTle)U#87 zSXo(FKVzod*_(h8+gZ5^h}DqRE7>Lc{!5l1t8LRzS5-d#9O8q5NU3OH+> zw40J>OLvK1tpB=JXs0%-w)ri)d&WES@!+f!|Ngy3Aabwkbd{>Fc7vV%H1yz(&SV?c z27o_-^E+K|{h5Y|o1=DSQo~(cI@nccAgzKv!8HFw#qcxvUAE8E3&6zY5?H;&)FU={ zM0l^uMilXHM?A_LBO;vrm?zRBuu{LReGWU5>Dq4$ms(W^XzZ5~2N`!Bs^LTH*2zB$ zgeIlapmN)_ps<&yQGg$1slEwi^HxIN4F5a8TqQzTQHEN&Vr1gxr%#{0!ng$^7{1yF z6BX_No_nz8a5aM50+l7c9YZDp4uG{$zG*PGE(bIYiKN|&=yfGxlVTQ+_z(6C7;djyf zN4!lBoIQ8$pnoL`IXQW2$j;bg&sp+qjE9PGA*PYqhqs?AW)K=nEQQS{?xW6<=S_AY znbrvXYxSGWc!bQ$ds{Kd1!MWxpovNzZH6?JoL*vJ5BQ!I*vqT439$ZA7lLDYY0vqF zePJ)Ch=79l3qqUs5y*UpcK5(YAjK%>pSzLNF}qV_t$ZiV*Ap9ymD1|+9vf>5gD~?U z09xXmgVagzNGmR8s-5s*;{cq-STuGWB2o!APAwJ?lo|ufL2Pq5KzTJBD(TEnQ)8aorQ5;_mTnY1)aEWe}4CqN90q3+<><5PvsDhoow=7JFbXXVm8Q7Q1Ah)5?+cf78_1 z7)B6ment$SUgqAspif4`-C4$g`^zm>B^;&H$_pPJCBd7`4Mvpi=B>F1BGi>}ED0ww z60>LrNh@mb4+GBVbnJgBQE+@RFVt%Y=4V}5pU*E_%8e3nNYU|F8l)IlfpDP@@piv03(i zqPX*Coz<}~9l^$BXnf~HOYtc5icbpl!YLR8qaZqZ4KcIkvp34JZL$$7i)pYasE!b} zv$qilajg>`=GSV0F(+IIkC0?L)CxYkq2RfirX^Bw;;(Yf?u(uR>MZvr3X#!*%|Y>v%>lP-GX!t?p3TIzuLN%-OeKjmFZQ- zOp-Uw)zZo!oQnE7$rr`7hv}Wmht6p*bKGrT>d?#9E=itBPTG174!IEk zfu|v0yXDqLy_Uch>NvEh&8zNr8bexZOcek~Pbwo#ddmM!y=NU>F#W+Wl>E<#sdvAY zYcY=0o{x{Owv(a@*ITxzrBi+GJ>+{Zd|P!OyI!Ix@g`~pP*^RVWFci0TpCY#F5&fx zNdwg?z$!zH8%F3xJ0Q*twm@+#7bhr1fpvk%_xAPqSY*%;=fxG+NkvHV;@A3yJBg=> zbEloEo|3q+0=P@&F}0Rhv)^f@?b=#eDb_Yb z^5#uTzB`x;i5Gx_Q}&uj;$^5}B< z{#`3YW6NPwSBt=&$H67{!}AP9?2{>&yp_rQV0m~}e^fPaPrdj;gjG0IG1?$X0=o>& zirE8T1o>)t*%h0Xlq3t(nDN}nMrx#fvt}`}8#BBn2dvKQZeXIZ^{@UeC)Y{jW^Hc` zW||b_=l_Zf)45UBWNLx9S`9#Vdqap?%rp!m#ec~f73%K+gU;4DpM9nXTBD{k6y!7q zk=++x2HVf{>c1>TJ>b$zT@UyfEA?yuF*#g?M02?V>)90u30RaKGbKm6Up(%uLLcdbH z1_J^PjC_Chwsb=0jb`M{iU#8yNorLa)Xk)th=p6*9pa)OPic8se`#5S#j8MG%-q~a z>Vb_8`gmsVM?Mu|#VX(W9#W7nHghlMC06EXfAc_I*Q%EWYcZCA<-*pEJLlJu@edCT zjjDU51XVM+|E}<=m)XY*s&O-@!Ih(T-W;BXz>bHBWV0jestJo&`WxrxLU-PAc6j9b+*JEbim}P0fB*Y?!UqP`ixnw@vtLAziRM~i&yqsn`?{psEifVBdImB z(j=F18t+gWzOZq<%v=PXr#3E^Ev7xT4@p-a%X@db%~xLrAA;B{4o$1nQn7qPpJuCW zhRlq&cB+0cgBPJnUIkRArt2B|-P_oo0>B@pwO9AUt2rVoHlJ@W z+Z5F-U*#=GUoPhSyR=Oc_iG7;fem||Dsmjp!Z6wc`o+U3a7HoBT!qEyJws%=!Qu1* zZnmRygH2T-Hs8E*4{NcPY)+Whk|OlKCgy7~zQ3>y25Dtcis{L6f^!c(D@(5NUw6cc zH%lfKrA-DXaPJpjPZXRplF5yIVV6xIULPr{u1qO1bM%QR7%IAq3_eU1B8<{~IguD)`_$uYFqLyDSd6E-n2?4ko}B-|0Tj@C35E{(bW#ot zmpAWz0>nM4Sz3xV=1QieZyvKIbS3-vULbv)?Mwgq5km!@!>d4HtTdlwk+V{O2p;;# z;AUDbGQU_Ov|_HOpl2uAV+oz7#$FjzN=z{B;3gUk((@LAccIgyNBIl{*Nm$r>6(_K zo$p7r3rh1~xWK6Qdsp&+qxwR51!>kW^!WfIBMt{9Gzx=Yz&q{o46G96n6R@qu!<$N z9qS^eqscEmLG3}Z_>-nqK3iG*rQH!QkkNJU1mKGA2L5tVQV*gG@pW~<;E;9fx)UG^ znuJoAT7X%fiQf1%Uo)x!wAICxQHAtX*gb|RDtmR z>TZ?u=ct)l68S@q`%TXI$<~Fr!)`DT;VQXMG)!FN0_``jb|YN{*+Zf;HGEQQ>z@kJ zbP7~>d3k5=%pKCFUrZHrL(MeCD-42@;R`5r$$Ea%3A)hxd=4fhsC!I3)BDA1R;Rf( zF{JFd9H>Oskjk*g;!6%){QZxvG<~?NZ`pDPD$)ThP;`t{^3XstWa^6l6vc0fr|(f? z(75xP1xKi$!%efU)zL9iyWY`yv<)bq&a0^GqkA1k8W%Z_c+BDSo@l+Z=qvYb%|^_Q z2Jh|RZn)z~w{HB~YuWgn*1oiNfEEylO|o;>FEeN(SsFJS#x@HD0q+y5%%hQsnx2`7 z)cjXl6^ey))Zq2^R!2pglI zMZ+G&z@v@=Gh~{veLtI*M!>%B-cP1)aPRYj@j-P=S4kkS+T9`!j+tkh8 zAG6%RohM>oUNHc17HXI&CqKNir2-M_0Zm0k#>Yd*U>&MoFP+Z$1ekgyZ-|Jg85&YC z!*6$esZ+$dweB_ZKzM~hLVA;CDTH0~Tw{|^m>;N+aW|n3XFcTzm_Af0vAZ>KR~}5x zXm9`qLOga?d8r`1{+nHj56Pvsy#T(M&9wD|g&o!VEDYkE?U#qTO7$AoP1fnWvO^WC zdBYOP_gj$Z*S28kMX-}xn^l!X&V8Y{F)bj5Xf zFaKRCpfwdGhOXN`cze{Wa|L|dTFgTr)X--?!MNG68qXEIj*UGfr>xx8Ry*@n+ApBM zZrC+Q`1Pm5dhRFLqMT#75pt;-XkL4ijhlW}p);7?jxPP|=+IgMHrELJP|*yzBH3E; znwImnL&vh0p5Af5t}V|^L+R!#j52-`Fb!qnU->4<(~A2{jWOy?Q%DyXIG7Y2o&WkX z*CESUF)g+0y_$yxhD+OtpUeWE!Wf>~whPVFk zqi_-Hj%Md;*>BRsdoA)`UySHjqeO()@qsy)Ntr3nC&?Tgjmb) z7|9N>Yb+E!UZ?)KNQnO+Xsq%C3O{XggVCDFhfJ0BFk^YXPXV zx*>CeK7zsnyIOYrbrtEgvM+zw`ukeU-$`)oQ7I`LBRwTWpT2wvOEd(sdm6YLO+EXY zk~6rV7vM2=^3A%i`0M56g-IUs*3_w@%QJ0yo?Kul9WfEUoHZCH7ntfH-RO-#Hvb=> z?yxuvknOP!$(%ITCc_hp#u)rpH&VzH!c=pE2UvhrFclS(ux%Uwkc@i~@FyzJ+Qyh~ z2H2e5jn!;Tc{-gZL2bXC}$+qtAv%YYREfYp1QJmcCL#*%=f@ z(8xfM<>ORxL&DI3?>R<^`-^qhSfLkQZ4e!rpUTmfR`|v7)ywv(fS$Lw{lyW?F4%t7 z1cMc?!AEc_o9iG~4IN4CI@4FMc%J=Ky5xF?{&)E6*GcNa z5&&ZCzlG>|XmUfjKDq_Qzu$cN?3onTo^-UTm4zzqOi{9O+A_kt>y9J%hR?X>_djl$ zwAk3o%^b}Zl=ppz{p@^TmCZz5`)1$v@hZQxXFDMrwLRgn_$I<*d1QI~+?!Qcm*^F> zm@Fy{w80L6L%)f)OKcDKTR}T1X1%2kYZ1t*=>2n5NW)kb+Q0qf_XLRa@Cq$;zwTVT z`P`s+Zu{Xt-p-`?(LMc;-YvhP!k{ZE=F{SLhP9M{H7es0kO_uAK0Ih_XkhlCpb38a zTtt3(e%u@@*R?K64OPPoRRGcf?c&arA}N!WtUJt-*37PDScgubjy2%C>lZ3 z%Ef99^-QUf)f{(&a&4NC=+lTSGfDX#&|JY?rCY7%Q1@6RyB8Yb&>0^5+S;)*Z-`^q zvAA;xzR=Da6}v~Tyv+kcSNyMUZ;h$~SRqCy)+ZBG6Rv%$oR@6YN2e{PVx+JT|Eeob zz+9d&hhx{UKu;|*feBrUcPoZ|gJ-*B;9#~e(cM@o-n%?K`01b27&W?2a%0K=7?=tc ze!oH^ei{Ky64b<8rU-@!4I(+YRTIShIJhw=?599_k%y+`trVj$eCkDqSY4$*0N0vq zMKG2k7FM=@>4+j`GddT2oglq%Tzja~k^n^zj>KjqnR z25C2+$+B{5Q<TEkUNG$CLMm-cKUB_jVHuh$97dqhV33-!`UP6%!zq&L-<7{Q7 zHVkukrK8JWa7}8(5($GJT}87~qa0fmIJqX^VB#`TD|YVwfLVY^5d(mxe-|=QKN;^` zRTMeFck)=+WyXJG9v9D&FepLavve|+zw-58Vbf8hwY$#TSrMTCM@rpeaU*3p*GmfP1gH8oXK zR8Acib>t5>8E*->LE)OQ>wA3dGu`!Gg5Yk^fiU-~;Ggy#rNzX!RZ!by_LWdo({j@U;R|exjF} zs7*pY@e zK68tQcrfPxu6-NX_6a0t#T`c^n=9=dfCJ`1GT{C7@ZSmnWQKH0$7BB??%_H`Oq`%v80aT4rEA06NE^j{=G=xENv^$`0>5sKaB>Ba2V>?2BtX zHdE_8(caP4O$5a=V2*t9!i5XGFmz4)Wd@oBkpw{rX|$yU9MS34Ry`JqdaD3BT8ZP4 zvVGunj<1^guC?UfZFy>psH4Q7ek77Xb@Y6h5l*QX9*Y-Bp4f4~^!Z7TJ#q`ulye36 z_*7d{HQy3$l zT|XCqm~Krsy&bo_!Tg=)U5*srvM>1a@%$bNx2^`OTsF3dyZ6?!-iFbd_m-BVVoEv) z!yfeR#TM z<{I_oTFn#}#kr#LLkh50)bzQE{UeuG?iKCnsat#-D&U1a7Gp zFa)8X+j}R)D9;mI9*#b)`6|@SsCWPor9c}|Nmj^&EuhNzxd%2A(c?6 zBq~`$S+i@kWXqE5WM77ukYz}l%2xKBB1@LBk9{l2I`+X>Dp|)+mXR65bA4=e|DNad ze1HGkx9asW*Id_i&Uv5rIp=-J4S$`(zJ4tU8bBjMi;D~D@A-LL)zhgxJkG)=V4e2m zw%RBqD0*MMd*5xvNxPP13+_P^!GK3S&OF$)*!K4EEC^Yg6tVc*&%_CrdS@i;0QKxJT5jW_|7n+(y0YSO>DbY{_g|Rox>|>ZdeWP7L0?t~72w-V@4D8m zgQ9E%AfHY@kPTJaw9@`q2(AAgjXg(fDmKyjlN^Z=9i~6bh7bH4UmuXX%g0bL3=Mj- z+b&;lF0KMe0Wn}GXgD2cNB|+_8sj}#`I4TXO~uYHvomF-%{_LN#zqX1liNel#+Qf5 z@OcN&TTy{>WDYXSBk_=Cp@%|kTyXRB1wGIktp%I)y|;If_X?b5mOEz*>OrEEmvp!(|Kv~_ zul+@Ky_|_mF_XGxRURbW;-=Vyd=_m+O=GVzabk2bh>RGuJM{AlfOPW0bQzfVkC*Ep zIo^@!*L=Ahd^}mlVi7QE61@C?>0Q3{3{@)4EH5nTX%70L0pRzTI8{3MPQ*<17^_x7 zPa(YD-~YCHGjSUJUq>MWH4sp!e&px7oBak<1Pk@3tHk%kLJwmB9^I+3*#z)w#2|gU z=MxuhM^1@rdsyaOs9q=9lL$s!%D*;w}~1L6Aym7Ej`)VcK%eb+sv z!E2CaO=APy)1T2alQ@S)Ga zph)LOyG?q|%lY~2U{xbh0kqj$wtf?75~GOrKdi`DdWo z$VwNfWd~aB0P9@XDNU`FRK<8K11Mu|)+96B`c0fH(9EyRz2pIwCKM|#PGFFoD7)F% zlkAv#s~Sax5;zU~%CYR>_?5u4as!gijTzzWlJ-WGmz;NrPvpN+&ibO`B5uu$Vys98 zcF1*v#>P$JsNjrnN8SQ;(#985_=T0L?1q#*GqQH|szJV2BSON$P(QM&-H*Dp z_-f0R;{yN*oe2@SyIR*{jl5or05H3Jy|Pj|Da?_u_V(dsMatY>4LHV4*~shL6{*82 z8cuuvzfvqazOiA@sHJrKw*A9=-tI9|g58K4sOr9-2oUZ-md}jJ+wsx zX{R2)uCqxLIQtSnqcI~h-)f$Jyh{2IA-g!B&e_<|oN=|v!gQXJwQ_e70boc|%EMNG z);6@c-7ZeuJsQc41D-Ao=%xI)dIKvXMs6T2E4AxL;r$-8+w*>HIp}s*;O!~)^n>w; zfRf3fc(QGqUoLrZV6~smKx9e-vEJL)WBMqfCetHs(c_N$BJDG*u-iH-e%9j$9v+{r zxS=jTFrZuHI9+3MZI!*Jru(Cu-PmZkMzffSkt(?&HFGr<`JpFJesOaM#Gv~wXtO7C zf&rE`E_r$Q;((^`He_Kx(zfZaZtaTW`Srz59=b`&JTFZZnVZ!MbqH^(B;PeZT*Mk0 za}Mg2#R}e80P+`sJ*AMk<~9kEv#pTGCs+EQx=Q9mk3+f)w;omVAG&)49oa65pRKZk zB$)m)l5w#SnOT6(zvQ8pH)1{Z{FKIWi!OV?>c)!$M;w~d7Ti_X27XSu=B>tcy_oo# zlK6BmmM9_Jzt+|{F_F=|CjH{msNamRJ^dF^lD$uGuWKouDtv2FGX={j-_?|R^ zD&mY)RXa(vxUw)_cvw6A0olENZ72&Jx4IHs7?R5HYqLEfJM8~z`cD1|jmRvJpu1JO zP!BXhAQrw+>+G_DJC(y=bX_I@zwrmBlR(XJj$u?{du$Ezi;qC338YhMjJ}+$Z@&MV z1dHW0*;f}^ub7L*r$(i<SdwgS!y+!@95NQ^UAZLw3kU%*H&ydKy<=Rau_i%;tDC*l!R#%m;+ikd6h6kHn#yGS8tBEBrKNMFo8xATQV6rhq*JRxh zIMLw>jFVRRXSeXnWh9E|MPV>wwsdqF5bC=vFnj!dZELu#CBd?aJI=hxrih=t>S%XC z@7V0vQ0ty6UhF|KAu<}u<97_q`Hp`~J|~>_)mR~~F=$x5xUuX(A_i@i-CQp3 zitci%#b;#2$Ra$sKc)n8AH7%T9FR`|j|k5m;P^1UyfC)V{J3g1rsL+VLo+=4NE|2X zTADz^KhHmw_jB9wJkaGg^&RL5m!F!(Ulp;s-s9@U9(RC{Po2~M^jS}SwIgL?Or4e$ z*$QFjR8vFt<__LBjP@Bm)1N*ED;d?5im#Jgf0C%}VeR9UFeA%*LKQ~rSC9{>S+J6b zXdId)3!%#fq~>v1#-zoHoLLP-T>aP}PBsQTJX)obV7GWo+mfJ!@1306u%4H#o&DI{ zuu(G|^ic8nLr#t(xzCQ@I67Z7b<-i4{k@{X)o*w1|NKF9^o`n$X__Yo&QU18{h_{g zn}O!0-L>XaU7@ovN}Q=ti=*>jijAzn4ZqV=w9Zlc#2XIQM~z{K++^9l?5 z?xhO`9$IN{#;}d8>4^w$xOBy#B+Cj_RJ9VL8wyuWz_ikNAp9eQ)|fHO2-TUgnW2PP zOmuZ_&^rSGYm{w;8>f8JLtqcS?=6N4w@4-r&PqLTC*=d!$pU6W#l#M<11(S%qr%YwEsqE(c*oCzK_ z=aMUX%HME&$Zgma+d6E`QjQUw^DJM6=UBT4OX&IAq?8~Djl6Nvg}DV z7IL#;>tu*t>35Bacjexx!9)mtW0?=_FkHn{>$I~AIA74Z_FCytAyfIR+O$t0n&VIZ zD;fPhwcz{^7%J?iOYT^Vg-Ev(so%|LI9I@#_Nr%Y8f%45+Jak*3XpqIV|Q<{JBd$e zH@c0QcQfM8(lTVscSQF&$*9XD@>o|4kZI{CH)71okoyWp6YZ1W7u*KN+gygqCdS@Q zOD{_g;cQXqB;g>#TtqWUF87rYS~jsHlYE)n>+0SmJMH6MfQ;hAV;di|#1i1e<}+mo z5m*IQ)x$k^+_ivJD8b(r3%iafT*l@yV+65Wxp+hD((=6Lz@#b4iD*lV&%&3I39J32 zVi?I-gd_ys^~QUa8Dr9dW9&U(CXXTotO%lShYTO3ABgb+>jMPa}gtG=U z#ksIFTnus6(}Fi0R%$s${4hR*(HauPxXk@LgO#P0i7d&|ijSHr3^9*#4>3pLE-xjK zyuQfl;-l2&(0jVsDr5>BFyh#Sm`2vyxELHP62>w-F*q%Tq9?e%!m?prM7D?xG(Iq) zPm`$#Ect*nx-FAr7-p;9QU;4HcRN|wmeAN+3~RN&h8rM1#O7m`OFh?#A(>)S-up~+ z1E?!=Y5p0L+N82S98u(L7e#Pw-4c+iy*}1o08@BVImF$~EZSWE!pg(a?Wx01fsAz_ z8=E+{is>1-Y^N&}@KK}kpV`-U+7B{h_l`b_dNwiR#n0h#i}3X`;cI~7{jh}aA9LNo z(H6`VRVu7K1(E}_{ATsdHMe-%wUKY|Zdm6=VOY#q>_WLC*PfWqyu(gT;>&GAgie_A zE18LV1EJxnUNIAcFO+^cx0E)DU_J{()x2< zN0OEW9f+8A(WJ$qc`6tm7AHBkY*}+=>5<#DWQ5U>>`eZ{8oYTFhV1P6&}+ydH^89L zQJ9Us8}Ohd1fht_SXW23QCLfOx4GSDs|DsV_Q%YZ-tL8x%*^@3sDVWLIb$t;r@?}i zX)(NeE~!~2v9G&H*0&-szk}=yiyMn|n=PMnNyC(!Ip3X%x3V)pDwUAk;$m`>&PZvI z+{h{|&Uh<0jEC!(%WdQRp2v@! zDsNwdAF90Kt=7rWR{DxJ*5ZEXr9!-LqX?~>qh`PyhA3&Ne9sw6PshA!Qj&T`{B5H# zruwJy6|q;6gE!4nu|4u!ST&5QM?ytdLPr?BbYL(K`w)#Saa|c$E<%LevnYu(pDCA6 zHwvyu^qd>5`f+%e-+kzJr?g?yLJ~nCT?I)uY~3ni%da2o+*9Bj=G8vXu0=9C*oxD` zKE&pQq~K$4jx_|=3Zt`qD3&(Q{nh! ze4=$)Nvj*F*uKOv4vRFbo&fPoBtGc z9}cX*`kak)GwK$^2YAWh#7K#K=5cTgLULeotuu0IqquT7w@N%0?KWDJEn%XCK5a5N zXVE+eD1>h|?8;jv;*MmOa~64UUco$Im_J23LBsy$SuLuDjL(blPFm!2RvEOB z@@vTI^FMzHBWS=!cdD-iOLuot`p?KGV$;{FG9Mfjod&FLY&=LTWTe`zK_qihd5;+} z#@a88hmulNeD&K2O^k%rxh0+p_GlP3moF1bqBE*=2}9Td)IMH)JOmKD!noIlnbcp>=8K>Nhn z!`!AR$r#x8*NaI;nArl~{n4=RWgeUp_AHJ`sufm_?QPkUQW&@}(o3rm#jiDLea78~ zV6REaMD8Q$_mf*KaxIHk-Mhvbsz!!f2Kw;ku{d1yUE!(`;bImH@(PRAs8|O~|8BZ> zu>Fc$_R%%w6;CnJ&_b-uDR(0k4`E#v7$$d~fJLyDD`n?iE%BLgrgOeTE}C@ookdtl z=&}{XW1UtiRSgKzabeiRz5twmBv^|uD#R>uY!FV0&I~NcLKJhMa;uOXmT;ss&i5Tm zvwDFNM5GlJk6PU8Jm5eY4!r3w%x2%cAbx{Kp|Irnx#HFnP|n~ut1$~7;ULPhG|^U~ zQZJwO^H?XfE$EYZI~ii&s?@V(ae=4%Z-2pea)EzRteGqOn8&sgnrOCehR5E91JTc{ z#61-0tZ#GXhaqMuBUP|%b@_t_J*24i0X0^1?M8B z!5@r4t@-+J$CXi;U}yIh3n_Kj`S#nmDTzpuMUs8VqR7hA#1Ieue(aK=Dn*oY5qelQ zxXLJMthvH+mbe=3j>F=dF}JZjO+G)-Uv0enXu$ZXqwkMC{Q4v|lBDm96-6ox=OV>BXwSK!YO6WfK89b%ejV~2 z9{c?mbIc5qmH4MzntYT(si7=we*2`@HLw&cC(+ zBHjUJcRx^VHIO~#^LW!k>26*4K@?hFP^;^0W(s`F)T!GNCFAaEk8Hfa-muIwy7;iF zXd@!LHXQ9Sh|xr=q6auOPD$~bx62qlSnnSDth!n~Qd}K;FuPIE>UD)Np(-}S|BPHN ztN9(3jRQGZWKm3gPg^?MglFlx^Q7fqn}|5=OHaeX_{{8TwFRE2OrKnQOgo=$6~Kx( zS+?#{vCyI8?m4QYnOuxOcPc5M%3Y|K6(uw0+H>lKbEDFaNu;qCnLXIc_j5v)BQOz1 zUH6sc#A!*Zg?y|SrW1Bv%LsqnUS&cSj%~-Z^uW=d959QWN@(4Uf$@TbtjOCxR-R4! zOQ0PlEmzulgb|o(yN#G5iu$$Uzg$Um+Zn(=r?SUSlZNBiWNbClmVvdp>F55i zkRiD`8Bdld@I)4?6KvW%S!Yv~RtC#R*aEbhiGDXSCpfI7eNI8ZT}p4HD2|^2duFdb zKc4<_QCiNlfqgp+ri9~K_BxkT-ETR&*nu-S?2GFso0pYCjz`yT8wzV=*Me@I z57pJioa%`eLD9BBOaZZbzx_@zKwil3uNOLm_6U2x-6(dPQmF;NV`cK|Vl#@xiaM8E z+fjBi4~t7gm*F?ELTB%tId)NacMu_GYYT_;b)UKM8P{?cjw_#Oc6*<8NGmP6M1@7E zO>|W;JvFp-+0fM`Ec)Yxj$)>ndL}Z)moW8(KyWb;L$=)~A@N6rLhbF#ILMx2c-#Al zYE~oqWI>Eu8?L$^qtrE-j!{4=rQz=9nrO<6dXq-)t|+7>)l`!SIZ?RsXg9ot$8Z{^ zlRRwJJTtUbS%8{$$@O$xbuki0>Pp>_%0-U*R8L4NBSsqr@^k*rP1-}-)^I>`*P~{r z`lbFbOi`$`=ZFT8o{^$=Azqv|K(i!YI3o1q)%t?qT4^~&3m=%;)9m3qQR}F~xhzLG zFNI)JkW)0R`-l%)^!#^B{;|9!MfGn1+BPMly@Q#Od&3^+sGLi(z3$A5IND^$d=IUY zu0s2wY$l4dUiz$DxjN0WYKiTY_4s--A8ccg_bjT&T5nYW`8la3cFm6Q5uALncTrdg zOX%fIr>7kt^I8q8IrNDIhS&;5h4D0=_OoLKuFQye8>RehmjgeAUxP5oQodE#d2gjq^RGO);<(3Z+MNh$x`&ecl))YsxB8^ z&5N#Iv-!|1&UUnE^6B-o>}lnkwKdU|IkjH{WW>ywoiNwtI_%&E~ z&r2wS_#`Upb6_i-s2KJp2LtJXjo=EV$c;`I2{r+sB`PkERSo&%3In` zq^4hcW#E19cF#^jc`NtSG!_jGl0QVFt(9yaazy!>(V@ym5;sAz!nc>KK`ZCgG85Wy zl2Z8`l+`4R??v*}gC_@%^2uL==RfJ$O>peApj$Ati%jK3WhPbYKcxr3q}-a9ZU%j) zXfioXc^=Bp*KpO*SMEWSaHwNZ zghG|g@$GZ~i{(Tpr(Rxxo^fKakhMa&`!si$h@Xck@{)(1g6UjW=Jj^Zqq{MoS#LA6 zmc=7^5kMccfT@Gwn(GYwdzK|eTyl33TD#)0(>GlCum6ic-yueETi5plFm>zI!ApLt zIjdRlGmi`}%`9YGm9cDnGa_X6$albgMHW=)ppNG8i&fNtD)`nVESF3nu%|jW`Gv-3rOU7b2On*m}loN2|C;pM7G+#Q8g&BhNXdb zB^G`=@3ZWwH5T%@XA*Piea+Hzr-VJL+pd&BFZUJ=7lhp3PP?<8Tbp_fx;!7gZC{?A z*jfWRS>gdhGVc)i);upMXt21C=8DNqSWCVLU8uIEBRkOGJ4IHUxPMcNaFm#Gbggv7 zS?lvM74D%=ar>L6z`aglAU|OMSgjFc?tLkLtq#BCw|m!{zpd>!lFfDb@iIVgv3qiR zLE2f56G|Nf8xxQT{osEQmMlBF^jKbK6FrLWpvN}`rgy*%T51RqvK|;@_bbyI(JSS& z{!sPwnI$Wt%+bbafa~4}Tyg&2L+g3Jb!hz6`d6$e2Q`xWYF=j?%9J>|^D!FB5K~I` zX_qO5IxaL#Oa#NY)FaEw%kRf6esp4tocFPEyJw<4k$d8P$j%5eLc0gVDKv4M1N0GlXzs zbivqh(MS1Ws`8xIH^+8v)gB5xh^a%}`I|(;VmcfcqeRUHj0Jw47Lm|PC*Q)KD!HS$ zPzY@%vx|50?hT>w=75YqdfQU~BM41ebnLI>S26Z+QVMG|8MugSHRdru&9^oK@8A_9 z;+PzGm@#_gOrPLszcOo-njS8XY4>We8*hQ}k+7V<>)ZUvk`r>F=@9NrE$C~TDvap0 z_Y9DCrcmM#z$&#mS9O|4f41_H$jz<@`fRnyPH$e+ue#rQ&J&tZHad~F0j|2Ted;~2 z^4Gg>#heMOm9`(y*E_;-sm8d5m+LBE7{B_t?z3q9W(<7E#skU;HwpVYyS_x8oo&mR zct7OX83Nf}sD=w<5%?>>I^QMAwm#iZ*KT;rp46oXG#KGo4>`=lJrKdtwh~qvQi(;w}LaKhHtX zI`{4D8L9jMV>JSI(M}h6@j3Zxi!9$i$WA4b8Owftu6T8+i-v+`?RK(Z;^JI?Oz6qF zDF9z{-mZfGBir;Y;KUr;JQ5C{k-DU)KgR zv|jXN55-B!<_jHd9Wr8ngSz&cO`m-Z+V>xrC?K_9o!}Y?sVmq9v4SxSXh;=OKkF)C zE_7KDE)2+2GosYLnLItr1z~XFoL4wtiZ1vBYH|oLyD)NyF~7g5x4mU~RIRAn{a8C& z2@sy6|Ayzx#6`P;g+SBK<1rwyStsEv250worcO9$VcJa7$DZl{yhg@x<6kkI7BwEZ!YZq<(3;0Iu4zX)(_yuG>3>4^VNK@rImKQANyZ; z5@vZo|CfnnSE^DzY2f9qQ-o?JJs%-t^LxAQ0x&=%a^MIElU@Lhb#z>GY9+B-uejrT zbq;5=o7j<5>4n7SMpG;}`}(tTl}L+z=0#dP~1} zFOS{fCm2k7I~FXZCJBVtKqpa#As7YwP5^^DFN1$TZSEUS@BFoG$cQq8AmsSz+BS-p zplj8u76Tq@?zL-ysU`dhBRqF~Mw~h5bidY@!+1WXTT5YP75LDs1Ed|4yO&aVJ1Er$ ze0j%^LFK0jh9UX;U4nNUhJ4Oum}G*&g8 zRSyFLz4PN>3RfMAK0wiX?vm?_b|w-D>HFL^GBO%S>LXlmdV%QiXf$K`%Rp5~2n#^+xUVftFIJ*_WGenC zVSu)o|LlB*vL6S<@W*H0Q~w^qfz2zi4>H={CXg(ZAn5(H=&yZ!jL+iNw>sM(QE~Cx zU~1$OER0h%6g2XFz*|%K*)ecqo>@sbdysyJUvn&ME2d|P^PgvPjGB<`?4FaN84#;(a)|=&J3W+- z_!sUS;WpWFjtf<3O9yv-`lj=&g*;CVXZ=km%B@FZ`&vpcKDjj+|8@h-Y|8CdFOY2<%fb!@Qv+jWI%gy_1h;? z%86Ssg=;C46Q~JfyT{aTucbp_Q7fmr3w!gX( zP4r|XweK)S6^ z9lvs(vRS#7vK)x=DCjK*wEwe3iJP&32XX~9%Rn~aHmBN}O*jTpssl4Rq5Ur$L9e{T zeC1+20-DV~4dj#Z$75q-@1rVMu*2(ebDVt)+-0?_e2vd&+eXibsNX8Sb`37eWy2U5 zw;pjcoX1%rsYE5_erUWZ3n+MRUiCeG4it-WaQi_=#@OyF2aL~-@J9z8pkX(q_0DtD zxxX7jmpfciX_lL$a$*0n8N28aNiZ(vyi>`oJelG0( z@t5uaohbqo#awxL@AT3H?ZPEmFirKq-rSjUnqFNxd&1cRU=dC6B9zLB5xEnu%5>W$ z|7L+lGGz9SPL^|sU`Fhp3;%btk5>~iHTCTqx;-{y2I(j1fzj&3{uk|X8{TE#U$E38 z4jnoqWLo?9KUY-eylH53*a_D%QH@!S$v>vF$TR_M|$sv5aS&IC%2ifa0IFSMKDY zjOX(FG^tO*;sLp$4*c6h)#ydY*wW}xKc$!V;r4&c0N~2GVucp4#7(u;!~f>{Ajnpu zU6pJmiUI7);r)eo@|AMf2$q_&=^g91vU?=*%XCnRc5o~97*}~Vfw7x$Fl-+M23*8S z-a*qZVA}regHfRCl!_n`^2a~gj)6HBZb+{OOq3}DP?j~_bA=g9&N1{?+J-p{R_c|z z;*KLa&ZnJ-1F5(&<&t~ldhR@!_66fCDa!4yyFnDuq=l&0^=;}k&!<}~CcpF!pfb1@ zpMsIJm|k|Q+idHB?lN<)m?8}ONx;a=%VZ;m;GZs-c_c1cS(@(>;*aG6w@m9GC-^*e z38;soFm)HGB=2E@zl7HB z6qutnH@lEoJmPQ2-~4HCi)n8H8P8{5 za8>X^EH!~7{; z3R;>s9r1h4sj_Qa1z$n8qv3rPjW!@aopU90Hlx1Z3}b(_dAbTcW2E&(yYNkT-Y5Q* z7=(36{Fz#{e?M)jjOE%Hh;Re|QuIF|2ozDbt_mZu2xzgLr251AK2T(K+Yf?s;nslc zn;y!7Q%jelj6Ictr56E*yvW@bs&jv0h_A+irC|)h-)lr5 zmGtu&liC|F3u%%s<;Z)7|#c`lXPri?T8{X`#Xu@r=pY}jlinyYU<Yveep_~@z zyF+m>T=9)-aNIzb5XCrTauUYJh|hp5^P3J(^(zXL=ZB2%)D{BtTR0xg${}FCNnZiN z3Y2YJ+#c0*R%~{B&vwYZKYwXHA1Cmiv=eeZo9Rr{%xh=E|0ADyvRQLw-{fc2^}+U} z-n69$9|Mf25=mcmo!u64FULQ~P}&(l94I&ACPNe+QX2`Adh&DpR!nuqo#SF6EqsM6 z7Gsfk38_E7ou7iG{r*G*K4N9~!|ngX8u?_yt@CXeKLE53KWaZlp8MEE*J8U{7`bo+ z%CK@5Ai7az_tTpVz}gn7WtR^7rBZ<$SU;R_Bm=fta!}klLrFhT+$Ll7^iC9Wu0y2l zRSI~nZIole&u`^>g*+b!4p?vU1!}B=lOOwLNB~IBd_KK}2!JJI=x_O^j|im)_i4iY z_xL$_7*c!gDi~@%-GnMqkca9E1N$RkduQ-^awS-dz&!5yJSe>F?B3v}MZDf(GGJVJ zk9vuKryyF|TVDO->ETs36Hh(rbx-c3L`Hhgp=o|n;1pXs{4Vd+y@`vFdlIhiayL4F zm4=$^E(q>X+qdgPp%rJiK~~`Uml_83mP~DBpeh!1LkqHWn%~;jvUaopAUN_LE>vIr zTh)af(i$_P`zrWryuG9;dKjWCgd9U;ft$QebVcht|Hm$Aw2QWU$xRbC$=yoeCe-N( zhW6&b|1JeL(LhaOD#nQn9G3+TGDfGj*}mb&x>>*~&Hde6z8XKZSOOh~KKDie%a^n? z^M61}b`97zy+~00=6!@)cyIOVj8*}f;j25R$a`-SuEhM$rnX;9_ln)ZQ~;zej1+6C zk7!%40~u3prg})bOGm#SsNX#UJRV>YE~I#GMpS;9%jrRKs#{GL~?NF;ZcFiXi6D^m(Qy z<9F&@iq)hibNcvNJa%m)XRG~kh=_S{{vWUjF%2B-5D(`+vCXso`>+448t5OGRrz3X z>rEa&?`V3)7?ZeecHp~VdL09xJ?k+j{tlf%+*B|<(~%yh^+e}izwuzJd%{QwaPT`@ zzv-cyx8UN7|M|_2*p8IySW!a!vdDAV)^00gI9^Iq&$j&G47-0IEBATol~BZsWjau^ z82Mn{Cpr5!X#!v>a_buK^A7;ZiT1!Rog1|GyZ$n}W02Er`LfOI{=35eRKSb5^WHm~ zzo`Y8G`|ra9ZT$Z5?tP_iG;>mc;1x# zgz)lV(${C-$rgVeCraRYT!4etJERHMxt2$UY zNLhmK=K*DF2+;Y~=o#mjTwrq?j9e6QZ$j+{F}Gta>OlK}M_+S%dQa7Dg_u;@)_q>j zn_46(;8AL(&Qs6k=(7OH{#q}<%pqL*-pQL$NKf*&2K*yLvvGWL3)WF*Z-be+ z0~D0yIggdYcCLVY&;f7+0?eBMW9P)Sy}0sO2z?OMpvVty7Cz9L(;bP|tLV=)l3M*!>L+ApDtJ;Z8>w=l(}cJ*75`5~ z8~QfM-rMnf@>Cbo?g?yuPmoIhL&S3Y&mGV-bzPje3n(tWQ_|byEEDZVUS6K9BQkg~&vVuszZZsLa79S{V{TSj5#N-DabUrKK3S zKkPBNsjZ9%hMq=(yrC?`S`|K}Ps|l6s<{9EToJFb&lPcEuu!0`_X2&1`p_v3z>0|& zwO(-oW8gOfjw=CWZ_Cdw8NihKN}%Q9z}tsjtEUU^wp=`L%P6tB^v=XZ0~U@;;w@5i zn4hWrQi}KbI-_te2$6^<<1+qB?V#NOCRhs}DG{H1xqW9ePVG&k=bE2`qCU9WHpR#P zLzg#R0dvp(Aio~d zH9QNd9IDtvSOcnRgH*E-Rxwx3XVC2e9#(1LNsniY@PK3;TZPdFF<@q0-2+Ude*l`d zo$IAks{OLyQHvC#QwCsSQ$imZ{`}J@$gGnvV~Ja1kC|ITEV%CLQdxy`{zphg;gZ#HaH*@xP+0L8Ujn;#1wb+Ybb zd)4_i0Mi%&WDFYStk3`Jdo7NCo5#0`jTbe7#0vechyKy@@*R^x6wZ+?~>&Z6lm7}w%7X$8^*TKmCV^9JakeZISr!;C$_0?O(4HxH0Dig%=! zKG;t4mng>2yu9na57_k=O)Z3ANL|@wz%uG)+|uMYAWl+TjXG-HiI`nUYC=^xA#ete z6sncXGfq2Spo|dIy!M^m_YII&lhp@P$)s^0rsi362K8XjHoa-seUug7Rijt&aGEhE zYOMZ68@B%E_)4Tm(;5I{&9e~&uB7&CBYe-hDwR{>8n>uvTfOLU%)zxog$C)_uKlmJ ztr=L3yaC-W?^4$W1k~$muu{&^RbHL>(T@mT*{LT$EaI;=b#nMT5YOiY8s%oCMr?_9 zXSh6={NC@JHsl_qDgSt3_vPHsfh?!ugJ&&{@N~I^iF-md6A17>Q~EMzW9BwrOa_{X z{c-oBSXfxbTTIpqAW`6#!$=nJzEQAExS-ZoRAMIjw4XlHuQKboig{T`mTxhwnJfPm zlb6r0r)*!rqcMwtcqq62?tf0wmFWJ&->E8)+Kie)M?j-hW-RVcE>km!Eny0q6pZY>{M4QE@EtpCDu-1zA^h@n)Mp&Lr-A$gibt^_EFc z2g*wb5GYp^0Gg9UVn9cW_~0}3aE6ojVA6gyzOM%;E*$xm^-}q9``PW^mdp+up1{kj z)aM9rY~4G@#sD4L#DvuVVr4jmp+G+M0UP3zjKy@kyADr$ z^F^U%ZCvn^i)2BeEH@i?fdMFVsRCh|z^NFQBHfQ8ErjWX`pLr2pS{TMA%2y_sB z8MoeA4s!B7U#>1{TkbSkJ@DFpzB}gg7tlL!DPKWuExG9;aq%Z$f)3(F-LSBQgn4f+ zyB0Nvi>W)mXkJE3<%hxP-#~8G0!Yww=8mpSh%Yp$`)C4Rwy$hDE$;nWIoDJx)hEJX zPBL0apy^q=1UmXV+&3#LoX5WWdU{H-V4<2c$A^|#F>J31E2@z!SeKZLXL2J0-$5(4 zX4`&!k~ClAyR;Je#RSxDirrE71k$RmAC}-yDeo(7{p`Sh_?yE6rdU^$k5`C?z{F8{ z>MWpr=ien3b^Y4n+DaVMHKtkPop8~CCX!h+ZTYgJ(F6TB;^ShVjP$(( zxY2R%KcRPHj#29CJ(fpB_}T8vQND)U>3dpi_9j1Q$^-B;!n6uc`PxHESwV-qzEZ>H zMgXt+D6yz!cL;Y_G(iz7+YPAow``DnHw0ln1z7V{*xut(Uj@Z}%LsF-$`jf+tMQZ~ z#}z$ggSX-!K;BfPwyD9Z<0>^I<|07sosRwN;QQ+;(`nb9Ypi4=g~d1^pclR0=JJ! zXAK1H;;BI1ZUZqEPc>dY(q($wR>)4a8W2QG-%gX#n*`ij=Gsp#Iog(s#+CPg&PwFn zbs#x$gmp?O9SFETOOZ)G_TcVoTPGmI`W#p4_+&C zwh<$b#tun*d%Ul!WLnvPOJx54yR;AM6m4Bb`g{a_v_)`3_`^oDGS?Bxn#^w(!VgqWaGP@l zOU`8E1xC`{N@~6r%(@L~AiU20Mxb^SJAG!n(&|UI!(|6ql8V&0ckU9u#9k@m!?GMh z@4o|`+?&52{yO{JW&@NNG$$snUuwQLl20gsVKo7gfX@J_Lscr;z&l=Ggd`|<5pebj zSUgn_Ni-MZTQ`OLE->opR&nvX#%<_mA=%GPvIIbbB3(dX@SH24z|$asZW|Jyl#fSX zlBk`#FGLwKMqGA9;2Mh2Vw84QlcT*j72gNU)v>?LrNRKE&2AgtH;T-7Um%FBS@-gN zCVM_tF+eB}ye_%e@c#LA?VjujJsDnm!6}5J58A~0cf-xzLaZg=yLk<2Kc}yLE?5n} zj4%GM8OPVXyZ`X~*`qMxU*aoZ>^|(uKSOnX&>z2_jlw=((DC|Zd`!}JU1JYR!|r_S znMdFJrY4C%|NJDs32<8c&Ax=fq@X|_5N;GK0UdkXGHfW%?Nek=z*rYBV1en_|_N-$*3g#6~2%rxo2L?WiFti~5;lHSCs78Dq% zN8xX%RBgB}zO#2`Ek(OhCx@FmlW*qf& z#utLua(K1CnLPhoG|(JN7}UHj_w}6|v#6~um#ST&oUhLeB>T^M;;pQ?u9)M{3B-vT zIQ2wniDDlzF>ei&Baf0>E5R#DLM3MN+-Wk4a3kLrH9#5tJ9Y2UzKdyc1n1U*gpSkR z*jvrs(RagA+NiaQv)6Mk;i*U0!VcV84CxC~voS6qe(Et9xfe=YO_@(?uNZ5{e$~R6 zzj`}LE`d1BHlir=tG=?wD?pBDnj@hAMxZuL2l|h8${w^ocH(2~9}$CtEGT4xPZDgwg-4|fSw{kopRLO{{Jk2KO2ml=TKnrg9D0zl_pgD0 zU-HMx2~Xa>4z&pu+fA26{I*KJ9TA%3DkB>?o{hJUS9F;q9)B)7tauE$|J8Ny0a3pW zKBcE^L4qEa{=(izB%oAFvqIJM3Y6DZ+$G!Kyx8#*qn5(NZ%#ux)9PWv2kzH};O ztYVz>_*}$i9$i^0cVJp2ch z+JH*Lis5K_UPIU7>iq!d`G>P+Z}#wPkViLIooC3>HXX?}RhgMe#HDGbNQ|c>6|I1f zRcmxcpdQEt=brk&m2YMS=kQrS#ktt&+F30r5LX=ka>rqF#(B7Xv!_*H)4R5Fn zf5WnID26kQdOB7>vu)#>JiT8@u=~@-Z(Y?0(yw18f9jbnfPNdTuVd``l%aX@JWve# z4sQi7cMeq4*Mu!)C4#s2KH>Gn{yf%Sk{0=sMz=bE_TdC#FDhA4wl_ECc#En4>n>Iz z+}N?$C0pu?ChtJ%i)oF+d1g<&XU*B@Fw660;EswIu7Bo|J$p)P|EtjjAO`h((#i)p zm9N@r7d$EKyY_<4l01=6;Mh%w?GMoONRkW`_9qR1!geqWgpDd<;lf00#7&~<|@E{NH z#z7_2NwZPVdmlh2mWh))Hc1O)uE&FlRVlQz>-0g#6Z224B%*dH^r&S7B&O?)(`zeu zDX&V)fk4~59|IWh)3ZjXcocY2__OL~NL%|Sq_Yem@P%HakLXe#N!QnH%0iZ#A@|+} z3|pcq={|Sbv6Egy8eFvRht!l96+OD&=7_ zre=LPPjB%Z2mGLyqwGV5z!9FhmvcW1(2il202erHRx&#Je$T~<+FM|Z+(rG-l5)@+ z7++YN!hwSEjd76I^2mXV3iQv|DC8wKwSo7jK7v=^>PO;T2hwH4-|2-^fJU_Ajm~nZ z0J7WH7jl~8MqfxmI@a&^DcU|MRwJ&w_xYnU*5J()yNJle&Ji|fL+X5KIQSpby$=ap zLZ1BX)}`8gW+$C}gQ{Ia55?Z?lXh3a-m5);_NS}meV?(3+8L%`cU*t}XtlADZ zLR7wg)sNSFKi>xk99WtDdYJfF#IafY7ns{p3xWOhWaFF~4z;mMquB8YEg1PXn7Z&U z@u|g~N!m)acvwH&QTX00YI`j-xIUieu=uhn#ZNPTR?gVc)8Y-w7?iOg$>DnPamvtY zYv|Qj0CnNl%0bVBff{(Wqw++E#KZ|uy;rC&AYP>oE1kXTM#34OVNtG>b~lszy}oe$ z=5HqeHLc^UH?`9p_62)`7d?)vKI&8Q6`L|WBD*X^R-t79f#paBH*_HIE*R^4E)eS8 zPk-k08Dl2DTLMOK}*4@k73@m$8&M$jzZc7z-=cZog5s(p(J<#c!<|ubZS=H zoNmx9f@{DyYO+s1vjT~fh+`1{7RGiK zWpvOQ?U@CIp#Jy!*NCpJ&SB)`Qld^2G41N*FrWL;|8$A_xiE8!y(`o9b&9I6FC(BK zz9Kz`?N@oD^)|q+p;D?jq{KyjZDs^L8TyGDPc$<_l7X;k36Lh!+PBh`Y=l_Ah95y?CnW1YwY zYN6Km?uOX|QCjT##FA0a%m09+TfK111HktNlySh90WcIna}WSN#3Bbf-ou^TWf!xyPGWm z_mu!-^b|{{p-1(AqU9As==sl2PL-VzfZ}TgO}6!TDYsdg4FSoqK;e3)rjDS1(cgC}r#|wunBXMEZ2+aQtic$_fN2Si8g*L?U$f zx;bxx{I6P$W0ebnMosSznrnf`8sT_##Yuiy@$yiZ;NkEGxI1cd*2Jb)ml;JeX^tZFT*Zlmzx@ z;KZ@WL$Z(K^ZNmza;liwo7MSVJIeUW)4Y9tyv&LVi5?((eDAf;bz6{MQLQB|Np5kX zEg**_kn%*t>c~npbL8(FX0JVB=QQ?FGzY@K2Ldt;0(~ zF*ShD$WN)%e8-@UCdK(?Jq$c_LfC%N$twnk`ZCFG*blBs&v04I!Fm+J=j}DuHaN` z4|bcLKL9@rpKK2*LEg(hH<(LmlZd0J^EXc+_Y$(7TPsfR3M(Y9Q7uiTP2B(Gkhz9D zCUfI4DFOo;jn12ntYj8@xAt`gI`wWsez%kPx<4XSKmGQ%v^Su!Nw%l>(VL}~ZXyD^DKNC*s3$Rau z(eyl#4_#6D)%&eeCi4}~bCtTO);q(KiT@9KZy8nP+C>d3ZgnFnY*IiZB}7D88k7(u zM3io%OHz3+3?CdXnY#*BUaIKsc#LBdSawOZv<#LcldiUW>B_k57Whpz_GCq`))_biA698nv5LCi2b3N< zc-m~}?RU#B+$M5GgB7b|RK?SxU4{dq@524g`11&ESf%_rj8o2#&I@c-W#Vo-M4R|L znFI@&x=+E4Q1;I!4YVNJ{j+2DUV$dPc!kAISrp80cYW2O^vc0rJ;;3THG8FyjY%px z82d;%oq(`g1U~64VAm9B{WQ?!Ny*XL*UkS(U(jwHaqJINh6<2BVpwdPg|U3&v6XWy zp!6=cURHm0r$3fiN8I>?KD(Ux-Zm(A+yQe}f5*iS4xBB15$Mrm6#!&3v@Cy&m3TaP znLq{W&r{(dAbc%szt2zEaZnP3wK*V&MfoS!0K16)aezu=dwYGWl@SxQd_hWg6s)kD zjQ2NHC@_5Wvf*T-d8*#0R|Jotuwv*YjCfc1b^F5M$mATbqth>RpG$q-hKAnGL~HyQ zj2RG+34U*H<|IR#KpV@RuzD#(mJSMxye+Elz2L<*6j8C#)J&H8Ei~N#PtqPYf7w&= z5U&`R%8QMIg#+Dt60r`Z;}ZpH%T%mIF$@fpKfu6TUiR%>EPY-O$;zD}Ax5Hca%U4+ zb@VF$(7Ap$NWs3bVEGdbX(qlXZyJ#;H4vt9hHpc2a*uf%YvS~qhT}qo)nZTn)ZXCD zWqGFM!Qs&$r~V3qWvE)TIT-LE(zxhKg!6PM=Ab7Oi8~&|_1U6OtWv~rqTJ3v*eX)Y zsXO-WAzut{rg|kGFoq?#^TfGfVUm*TU?6W)m(W!S8{%su9V~Gc`;Lz$&zyEFwMX&| z7#_Sob>gU82I4G|RX~HYRe_;JpmXq&9xv{HJDxunLJMr%HCaD@KaJ|u3q36I_s_{7 zypp^6ot zWxH)A_ndYTNRyx<9#~QB4R0Kz?40KzYuOgT zOYyY?&hw1|tW+x}>=(}gOV1EMT}I$4`U-a6Rq5CstV{G(+yOcpf#G~vCK@SGA8bIG z(vgG@*G(Lf~2_UzF9U9>bb8j68CTs z<%`7(uI$bsOSy_6CXaHJge&Ag+>3OwY~^STh<=Ssyg|9D8c=2K0MG zk9OWm?#%$){2s#1Di?8LOU={QOAWF!h1WorVPQV%fVeSQ-Ljp{V7$j&vq)kruL~+o zS1*0F37!7wCK5fQDpqQEhLL+tCYr zj#FMV-@h$RV(wKK2Xtgn9t~4|ADM02B0z3nW#-OU#0m&vGZl)0z9cD%DiT|ASZ!mVcY1p;{*1$H{ECLQ&VtCS5b7?_k8PKaH zKlPh!W*FoEmv=b%Fhz;+_L zD`tnyMNXWd(}XWL)kzLN2$Wtx|Gao7gZz01$V0OZ)(gsPP>SEpia&qSqXr&iw5^YT zPFndV^2yC%er-aV{7eB$%RCrm$A%j-ScxDp8#rh_e)i=Q)Tk3g@|59Wq>p?MDM0T2zi(*qWgod5N>(#wXk z>#O4B-o42c2%Dq0_j~l;j_OK;H(wdg0ygpK23|Eb&krf?k3XK&VDnUk{J2zSFxoEu ziRx~(eD$*pvT8Wz{!bV9{{=hCtKR;rnDZg6UoLumg;QgHtX=meI)yy&qVcHfQgoeX39!Wbb2VKj>#xvRulcLioB1TJyEz#yB3n`M*+JTGX|FaVpH{qZFD{RaGmh8oct&kSX86~9B2(j z1Arp*0Q4*)_ujr&tpZ%#l~yofZU@ai&b76YPpDSBE0BogQ*|?I4b*t8Jq%9U_fy^^ z$3ZS10>%(BLB)5dHHO*`H!zm#PofiN3BYzpuyf~H?5l-RZoHA00jQm>(;Cv;5=@^2 zxZQYXjGLr=h{JcwE}0;3UdHUp8-0X zjLUzt%;W0afkagb{#h66>2nv31njy*Iv6%KQ0tLDjR4W$eJ)K2qW^fc+%#6fjQipw zM-o(@MBrwkw?Zqpc~N7spu2-Nx~b9UyWv{Scih2h0!B;#t%L|6<^aw z*5IcpYry9j>m=v>X+_+npoJ=u0}15rmO&&lc(hKx9xXJty!`^caXk%p={C+q{)^aD z=OTGJ0EeD^?O;0h?>jeGquMb@cm;lMQ#?5$;W*lh6TbJn16ttu-oT?Fvqn4te9h!@ zAu8AZMecC!+og8xVhnlk<7jP)A2b4PiLt~5z}D*m%80IylNz$zIagamx$~L){k3uL zRz=DPZ^{t5${~Pi^p%1E?nPM3%X1+fc+CHIce!We;I4a-YAFFbhCThXW0`=DmW1`g ziNS-b5zOmQ{gRdhb*1>p;XO@y(F61ba=cgk0NbXCHWun(Cqv{~i1h<$jG^NXM2|`5 zgIG@gQ+Gsn**3fM%i(Qe*BS^}ZpVYYZ0B6-%pbC%N~XL2(XE8K!_Z9IeyQsJR@ME< zss0kcytwvDc)Rt@-1t9eckq{7%OQOj>caneA^%kMkp08f;O`drd5fh85@FtP`CpIx z_uuRf1x-tOL+)>%+WIxv_Wxw?|1YK*V0XG->cD4q{f~ZErA?ei;f4Ptiu+x%mGnz^ zN|#O4_|NeatS04i{d(2^()#_)K%M_r(k~~D2eYrHhkpB%9W)@acJY4+=O9~+|4>!M zefgyZOe#0LP5jSKk(oiQOWq6rO9l0}y7W92zW^yE#Ib&n_tXCEQ!@-uFkbz0w*T)o z0rc?CXCD4ChWHQNm+Su@jQ@Dm0{`C&#`Fzs4mP%CFxBuHj1GMtH7&!lVox>&v!l=w z`*_RA=KNRs{0_?pdqMBu`5slD?>H2i9-!_QxAx@*lrZkZYaaHUq^X!$?zpHR^OLGc=9VSTwE=&0``oxl*tyk_!lR zde?MLc+*fz(8Az8(0G>UE}ui5bTyPPZc`*<0dt02P#Nac=NzoCtmd1eIB);Sl>eFj z4A1~GK@-xR;%mUTN|w==FTk{p$W|#~wyr^^$+taCTvvo-UuhaH(d8ySi&xiQ&9_Tb zUn8L1;RB9{7HXaEb_sido+GkI>g!1k@tjiun?jcE#mOUgz3TqsZ$HMc1gZc~2eem) zs>n)ku}*J}y}*Exv<8?yN?Uhaw`cgAu`)9Qes8uUuhzA`p`kD?pc(u=P_a9pJZ_k~ zj6B%@VlQ;SzEPt=WsAvZwJd-t->63fo?F-ib`So>ZVE2_`u^olLZ^!o*G00f-Fn8qWH%7(;B>5NdEi*nqG{ZuGRWt%1`UW?Rp=A6sSd?U-#5; zx>YBg3%nIFYmYc02>1C~2?&mAB%hVo_Odw=BoBVmDu=nmq`dRlJMy7x{wJk@30 zzHWIS^O=2vRrO_p#0iJ(_C6r@l8vZK>Wt4S-)h<5H0SFaoUf(RCY@Sm%Z%*_Ced)b0PoA7MlmXLR{Dp)u;j3QM%e) zaSYnWy7WYA^vR@S*_?KC&+meY3?#AinafoM;Fc8x@8O((DIuF1VK@eLn6UE-P$8A% zVuh+$h`kgMHDT`s5kYFAo~z|C9A$Y5(SWhH3rDwBf!r@DIuX2S+%PcZZDj`SiOJ>d zmL83mnQ;(N8W35@ritLR)Kw}Q3pKc%LDu!S3WXfY(R^Z+9b?ra#xT;4c|XkFuH_3D zfSg`?HtDo+#OxP>2WI)6KtSWh7fEg%TW_oXX!JmMB<=%D!eOZ)6SSfdLXKYhk+z`Tmr%W5WQudJ}w zOB=UbN5efvzLVLsAg7ilDviZKni=j)wF<6pDZ7!8k+t8TGZ$*+O!pB$87ZF4x&=Na zl;TO~KEzZT0_pjD5PhOfNH{X;a1^ezL z>f=|zLRE9C^%7FGA4uOY1p%@I@T1LkI_>2xoTjIzKjQ`8?5FuoP!X6-HO}vpvg!Ea zIT124aDy0;`0F$^8@w{+n5(FKU_DMcDekx$QJH)*dh4m$S$@Vqcc}!(OF(sNY!((d zva$0j&ANyr$gp%PuKd(MF*CvXZwtA^%YOx3;*pqrFwKvnJDXrFBW?x331|>`&>#V2 z`sHRsLURYGt$pi3rc%IXr}z}=vVIbgxe0WE!l>^@49KzU;hCY20yeH%Yx1#r)i%hF z)IyQXMWj3!>~3JJKMqXFJ1FTpj7rhN(9H=`2G#88$KE!PAL-q%^mn8Y7#%0$p4FGta=KU$%~^ak&2M(3)kzzuI`#PAd? zGNwYTu-qcn`I2D!gCHc`IG>}bjLGxA=CyO6E~;cCG{;y1t{SN6Ity{<@YK!^kkd^o z=x}_#LPYga>|srUF9|oh3HSP|6zEU_XpJ&TzEpm^)f$gVlY;KkG23ZB25*bXLNd)u zXm;qhmX(J*7|^O^6+qQOHb>}JLcW}!&S>9uLhrR>nOPPN=6`<;+DR>-y|ia(ylv?V zi#@6iyTq)pN4CqjvQ zp$q@#Rg5u93_d1${=@EoM8FrVW#I!%1sDjy<|`lrvz(WDH=z2~BU9aBa(Qc|tQ8~u z%h#P06v@3%=k2QN_R6LM9FDuS`CQfjM(bQG1aGe%4xSF8Ivt0w&putVA`rLcD&+S)5&QQ*U{iqRi zR%O?~aG`zUa$$tZ($-JjOR%S4yg+@RN1(x^uQ94Nukc3x;iL{U`#w2}XmJQhe~YfUEs z(%BkccjDN?-8m)Uw0J!fgGBEKYi_|#Qy+$9)18XSzrF%EQGJtIs zPyzPTCm`s?*wgJC0cwrMOmNG_`vMs8%n0d%Zyl1_S$5lV9_R;$nevCL#04=f#ai{= z3%p;m9aoJk4i{63TG*tuUh5WVd-(RLWbqfZ6sTvhEr(x50`a*IGL%cV?H07TjhUd$ z60=f$%l%%S7Sw&(zhQb5OeZ$%7d=3mH;*GOKz(r5h zp|v(v5w+pW2rA&V@sd^8AXNBn4dB8L02hM9;Q>DYIUq%HbDXN z)rHTcH=FTI3TSnUV#-#cD%P8CaEy`d4TeJsDVg{XRTNli9t4dQ{7eSvK#FfSO?tSj zH^lMir!wQ}4{(j@qD7=;ptl~9so;E?P6juW#LmS~DIgGxodInKfBKNUM$4?gsPQZ3 z;CgLSQ4~Ud>(5TcOTicXkP>fpyimIU7}$@?V2|7lXK6lwSi4W5(q`G_tPem+MuwIzM<0Ly zS@r>Pf6A>a&CGVWR(t!ahU50w=?~fJ8-*`CKyRZ3be6i8XL@5#t@f+uR6ZVp*$`~r zhl6$Hkdm?FTiu#Gv7=c{wABv8 zniz#3uLEyQny5v6sl(t}JhJls9#>5%(k!mh3}CR{!(^}a!*=PziJDL3PkQ$HTf~)*ozn20b>x|xvrA@w z1{<5^K@A4u^^2j5>UWNgW-Mcmq828DxMqnmT8aR!CfV9j_k*IxoQF%n|E5J!&}l{L zdixAFAPbJz)HPdPy?0r6tjYUfSbP|D3D~aQ`!&p$YULMF34(pbm!$*V$tT;h$-Q1q zNqRKYSi>BVn32H52+YmIoxt+LW#P)?rs$PymQpbEl0Y`hkn*d-{i9}^+;8BR0UP8o z%YqhfBq*Df2!rj1Q8{hk-okeB=F2*}N@Dd18d3ZCz_HgEP$TB`T1Dq|h!%IX2&@IP zO^|)=8Bo&ssn`aV6@%((aLSi&(@VMu(ggdvfAs>oE#_W;_|{s%Q4+o2YH{v!c?yxx z&1NTu{1prV$nUh3HJ3vUw-OOs@3r~7Y4Tp}idD4^sL|~~DaE2&m;lc~|0E~g>50$5 z0NzQ%m6L%4i^v`F5T}hEi3qFAW}9$ok`jf=VKHr@Xq!pLx4?SGo*A#RbesyML!a2( zJ|gPps$|)dT{ejMH9Xt4-7168Y18K?hvn-L_4d(;LLa3+y#Pijei~1!XN6>%@%G&F zjYe@Rm7aB;%^8=0tL0#)wW5+G`j`Vq*A{9C!dr4GY%c=;c`DZJqr2m*X_Jgxo-W8_ zOUXk`LPt`mpd)3=kz#Z0{nHZU+fOFn`Y@ezxKkWZ1@-Hp4o8nUVO!@;*^TFRzK)ZW zND$kz%9Dq3@Kk5@x_T)tw>DE;@ha$^SWOu$fW#1;Yh@I>ghC_QF;ILsEe1(lPjx>H@TroAhKs z^k*`d0eB3i6KK0R6zq2v5T@J!$j_#w#C%V8Z_TdQQ~L5cEf${@Q%@Q9I{Q8Z=~PIE zJ_wY+hhjgUfw8FjV1f0#vehcscg6D~Gc^lYA?Sz3o+&j0eSJC1U*t@tyMBC*O2M z=!N5&VcvY9LQHw^Hc$1Q6+l`&8v^KO`WujIQDu}aeKUxx*Ad?SI?s%gCgm_7dTx~ROb(;Hmr{jopN8!%Ek#v&xc*hMDtk`98nL|8 zI_OfB!8n>wAG-j(Fh@Dq zbLwjJ^fi9`JJX_Zn_X&tN#jX`Tb^|1ox7SNPmhv-j?h` z66!@U#qhgH$K*m7yXL)q2Wwm_kti9RzT8Pqh&3=ABVf(Wsks)sZU%6JWJV|YX|f^UHDU?XgCOvqhgNlC;mUd;|z5NeY=ai3eoekN{aiE7aMy2$r0Ma3U<6)jO&w@bHz zmqa5*4VE!KPQp0>5(*+w4{=jj6Qn-hPPtsdH|t&^*Z5Aa5x0~AZozpT6j1!SD% z-R5|#3M2(ogrCp_k}mX%YLk&lwDSR~GxrgYz&(dV@|jp-dZGWpJVevi zT&36d%EP_-g|xCUi`FC){LsacHlYMO3M_P7#|H=dt)dz$9t3KsJZ0w9Z=E4E?5&Fz zw`HPwV_M@6o;x0p7)uHXz?4D+WEwf_9{&ok%DEqi1NQsH{rn$J%jaT*VYX~ICV@Ac zwu0!~*1%Xr0b;-K>7IpNEyf)a8Vb1wg+p5G%Hd$3>+FWINx`dqpmU;cZNXyIOJaK6 z^l1YSD0SMaxs7*z5>)OB&lc;P#j%VO45|?a@q)$T={6$tM?=wfEBvvd936TBh`qHt zYE#ytKJjRzhbRkg&Bm^S^snOAvn&coRW(7HE*O6nOYw4Ul>39ey+7w1?a8fZ-fI6; zbuMno*~$X=m)ZFd#pX#i>4xjzSBgbWzEd0h(d7%Dp?x0t*1CNy8WG$utjXR8EFw zwc5MIq#RINH2^-v88!a4anitfM6BYbMf6SdfLpgfP&(G;qPQ zF9BW@qM+r)PP5xBO6mbF3El@s-2qOl!Nnn|A&{0vC4i9&c+$0;g8kd(#o(@;W`gEn z4^iu+A&R=;LyH9bA=>=AeX`*Od2S+imxZ3HO5OP!BKoG`svdE_W}q;>0p(|%L@J_8 z&pTr7PerusjyD^%zld<%?llj**_hYPuH4oMo;Lo*RnNI5<_==g8ZMfn<7)g(%JsWK zPOpg{b>%WQk6_$kxKXJ2bSm+HHmLA{Vl032=#ncAL2r1A?`#Mykv_k z5fNhe$WeU_D@CIp);`t?><>LpuZ&JbVyTYtPa3%Cu5tT3l7d-fafg(D?1>34{yD?H zJ9ZQ`FUc{E+sZ|>H5coAYTIcU^MzYTl%rMFf1^#w4hh(rkHC#@WX)WhaDOGQvtja! zGyZHv%=YxVja3i505f)A%HXdfkoY(gF67c zN~|e`n@OKcEob|&kI?c>&onMwLhfQaI)RC6bKHyWiG8hO_F$gG|M4}2-^j$;LsbQM>JzZ2Y9{kCvn)QX1eDbb+9Hqap=M2`7UJMs-11nx09!n8O720uyy6# zi!95tL8IM?_lcdn6P}0l9ij6s-P04`-V-2xKhE#VTGT*fFOux8Ei4C_YLH}t>0gnz>hoO{zb zr;Iq)513zW-KaszdJV z?jZg9DS{7LcT{u(yDbp<&*GXay;5I;IrLQcm;1tX!jDoXusR{^VlMM54ZPeDw~53m7{Ay8*&AhIJ=m#OP{5!`uak9=G{lb@E8=jZ>lK)j;Js>5Ph1%zwx z*O?Q(<5N%?5qV_qm)~-GZZzbFfjoM@-%1gTt!N%;Qn;BuZH7bp%BRaW=a%NJ4{?ES z9a-v3SRYWjJ-)9WO>Dv|J3uZ`4(3}%goF!Cu#{Mg<2fei^kGlJLUgSh=6D<0V0v(L zP$g~;rG;C+aSb4hSAaQ0;gHUTi@piNrL;$UUp12TcTMfd2#F)q%wb!zL)?~OYbK@G zV0}X6)Iyi?vhJlCTwI&a554?}Chxl)&&SW>nU&{_J1l{vg48oEYeFCy<7p~5G$fJAOg4!LOjeh7DaFxcJ} z@X-OSl^|=gSofQJ2aPF+m-oxc=(#ykrZw(4T)9fYJ=E&i@ zERLh0lfmxYXLkg*H-6S$3JlK$ylV+_{@aRO3>|(nU9RelV@v6<&G9I`(Iu`BS-lkN z&)*$C_r6=N78zu;LH0#|5tP%V+HU7Hj^|PyTsf@Y`kDs+A{cj{e{hQe!g<$R<0m~A zhspq@@&QySv^cLVgw!3=JA{((C_ecJbk7IZZ3ZmtKW)_ZeX9`DeZO}*LRh3#n2gkw zqSL6mP-9Zjb-lsLjg9^@=3ad^6Efws`pKe}( zzwCiM1@Z!u6>FcSx{Lu!MJm$7%)=fy^s{vt!o0bV&D+l}nSFkWJdnd-4KkY0LsWI8 z;k(Y^Nb|^W5;{Deu*{8j(-k58-tpeE0IT|iv~r&;*BUkgH#f9@(lbIg+Im2oZ(lIK z0i=ot4=AWL;Emqsfej~sCV4#%cZQ}RUih9v_&f7G0 z$Qd8c2_bY8!elrkP{h;8Z&T_Za`Kp3jeZWHN>NT(gM#SASjrG>p||6J+)r-%vR~9s z!D?w}*UBJt`sU}vN4D;9Ix|}5;{|aceH~(7l=B*)Jv%2p>Qe1>OU5_S3VpAgRVBN8 zZ4upZ!SbF5o6;-FuDp}C=_R`)>>hu_zU~TW`%~2ZC@KAe{j~sR-K7fD$+koaJRU~b z@Bwr7Qnb8n$TFQMgtnteDPGk@-Wt42&UJA2TekHrrs{7=g2UpR-sJm<*XIt%H{PGg zjmWs^ZdF$Z*onaGk)vDp?Wffe)smyMzFgSy&K(oQ$wIvg`Y`T1#zCT3IfGz5LS0tB zIiOq_Ru#Iv+rVjga&YPd2J#CR+n$_A6H1@RwtJ7g_sdfMJm2alRUxD(S|LQm%p&6W z8W)y*GJV0%k5#-URm+b!joYE|VjffeyIs&W6yJ}eVgH7H&Xr=zPlWYxsif4OY zvu60wi0Wwj3YvfV`>Dp9<6ZULB$319_j@g@% zu(fPQY=o!wefPlH0S)oo;YX{06E5e!Wk5scpm)ic!L#Z+(DKOd(Hw3<#qhi|=<(9t z6EQaJmgPJh){7r%!FuePf8gJFZ3%%0CKj13L~4Y2^nHpw&|o6srtjKxS(v*u z^#+E1TB6OXLoh2ViXO2@Tg&@nU5sKsvN(b{?ECHRg7DzhHv3J-iowW})zkN?q63Tt zuy%(^YKmgQ-8+LBPfw;UBduQlnD{{)tJh+GndEAQr8h}v2d$8GvaDC|YGGCr?+{|w zhhM$JtDDqu0x>=0i3YIxySrrK^nHvCa(x800IOG$S>bH#k$}1D343*}Gjmg%qD82);W6IJwx*0^j|Q277$K_mr1wYD%K+aRH>_M(Wm;ksNt6#N20WGj$B&{uez zfkK~}0p{v(UBun{IcxfR1VR9T&=hLhKxCY*pPgo7uNIDUZRns!AeeE;hlmk=g#DMd z1HDX$V@2chl+^A|QK3~JC`E?m%$E*qH*H_Mxxz0LC8Vf}O9*@K`FUl8tjEJFA}$>B z2p}3!o(a%-Af{|odO5`&eqh?*ZmD9w_4e?aXyY9Glp6jh}saXxHcGRSZ{jo$A=7EHF`tYE-C~OAajKHR(ZP0)( z-`DQD?~~lZJ0-ln@;(lG^Y(`~2cDGvo|Q(?jDZOZBLxK1EZ&2Vok#Ce?d8jn5Enr# zs4%c8iMIx@dGW!>s=qZcxW`}w|+LlgN&cToJKw)3?qgb#wu&b6#S zs2RR#hXRkhg5UwptKl`Tci9|^!zX&P=A!+KYT%~v=_Yy@qbeep10TJga6S2cgLfaJ z+7J8fc8*4{2{*TnltOpQ7f~>@#6IfIV-cOo0i}2nnaVz{NzfF3h~-C;z=BUwnz%Pk86~~!XwAc#1rll zs$2EzilWxP1JwPvouA2tUQ_cGSZ*LB7%Z5UJ!!pf-MUER)|*%zy6c-E^iuym-6L&6 z8BQ+>pVjH5=i{Wmu(e~l5{hE z)O3*P&-L}RFmUU*`v}$A0~)3l=-+N9O!*PAP?O=-OLXx#9q+eTio;A{&HZia^00W% zC%Lns>U`cwAQKJ@gG_ioVH#~-J6^hQyHOnH7{3JN7;*c(rHF+0EpEch;Wfv?bUA-k z@h%5Yp~z)j-GxU#DmUj{RB+prU@Tktelf6+HwAxlaJ|-yemjCrAIKWZE=61CunKMi z$`;|t+`>x)XAfi~yNvDPp5WE`$W~$@ zMu-ssC89YLC=Jm*#)6K)x5Zm-b0B_rj85=f_poVOI}03|Ao9)oxA<^@vj+X*RCU$Z zNR)q1S3+bQ5HY@W;TLZ?sR(O_#D2HEWAZ4jG1jyJoa^rHX@ZsTPFvwE1&U&fg&4G) z9|4P{sTE-HcIR@6TD}h2%TYc~6Jf!;S-SASnR0^JWb_WK9SVQIO$N}HVGjqV`rz+! zJ?rvaz`ID*tzH3UUip0xjtJX`@Zx}cki09&_n&Ai3WuyTvQ3ZlGc(3*KW*M7-4MFLAzO>7Irx!hTcl0{OptGCo^@0=(qzhdOQysq+AQSZ zFh!0o38PVEz5|}>0Qi**X7T5*9|0gyM8PgKt>LCis!80P5iDwOq%bn(Ghu7vSsZCi z3SK)Ov2l)|aPcru4Chp#VbpEeBn8V|YqL+c#>6W@iN!Lz!?Pw9TwHTPq%P{(wFZiy zM>v*-q-4;|Ke5w6Yz_N+?&04UUDwl5)5BpUsF<)hJJ>3wTq0o9j{z*|sPBb`K#tQO zB{gQ&oQe`&3ROZ=cRmTK^r{N*d$i_p0P!{@@4UQGE=F-M$L$jro|-5` zQFosxkw7|pXef3UniIdtIrFJlABf^Ig*XdLJbUb?{Wz{9>%u)c00o~jq~$XlpEK>x zEkYhBEJm$06$>;$#ZZB)PwA4ivNH}=`5ZPCH=Ep&yMw?4Bx`!TesE#CoU#cXu+&VUC)8U8A=NIasR|K4d}sN%sJ0V7dJf-z*41_h>H+pKph=X` zU-W1fI=yR=<`p41R@C(v!vh%QHGR(F5)LyRWMg=ox5@+bF)xP(vGqpy`jdqQ9l;#_ z6g4=A&wN#QflyP!PQfrOX^O2wT-%Rr03J1u5WS7K18&IT@bPuUqoG|P&(4!D-AFT} z9cbJzqQ&zLX%%#EJPR{6(D`Q|4M0jD+O`7A`FAKlO-h74Bo{#z-bAC;rzT>Td6o;t zrunfOb9M*$>byNg5f{UpDhAi;+sfzTcE63CT+sEYM zaO48*b0|UZ%}3tVH}yD78Yt*`he-W+&bP@za0x*1-+)bAIL!O744ai>``hBsZ&3yQ zSb`4W_N#wX%^ei_BA*~(XnjyA&=OAfVMIvsEOnNK#0?kTo!Y7=P``~eqyg^*O)xTL zk}SyS5VR#4?cB{gahow@TstASYGc5!B-7=)A4$HF2TL=U54`*6iG-&>KvN(~JF6_N zgbkPs_$=4!#9e`Hv3HsD2o=)VR?F|bgg`D@!V0n5&V z*o=oJc}|nS8|o+6o#2@+NrnQ30`>OZ9-aYS{)(**r(T822|d)PabT5(HYHt`9`ywH z(2f{C7P6o?(t`IP3jPQTgf8cuDf#4y?|a*$`KY&g2-cKf`zq8HV z%k7|)^u8A1co0?Oly-MRvO*CX!|PD`rCD3cM+#J2r*py|FTQXqH+=UQTA8kJoGPqk z%aQ?S>#d(V)KvNHqn+wkT^KGe*@*v7XaX`$ljJ!y>GBKjo@p&aYwldd*)ma?|GTY< z+Ct-@7{g8)Af8edDpmkPtJ*M0r*kWjqRJBn{sdYq^SGjNH{H>X3m=6^ ziq7hwZh}pR!@E;C&7R`!Rf)Tfs4QNBYkBLIj)&q!ecS0NW8YJk;d>HM`pwDc5sG?8 z8%Ji&N6NknZR@Pt2UC1%z}V|jjbRps$bt9%0LCPU2gh(X-JW#RgkCIbf&+~bO9-qT&*BAheFl3l$6E8F`u(&n5RI4$W38fCbfYD^+Bg9m z4zXU*MybE(YAZDym^iFg=iiFvc%0|lumu%c$o`HXYa#tPg}vJ>T9**jC!8}CSGnVz z(g377hZcsa7?}jF@6H>0OtWC~g{1IrNkIS>A@-~P#*!W3&+vQTP<)C!?}=XcMO*Xl zen_eH6rF4-GLKe1ap*_>{KOENT@p%gm0bUEd3gudvO75UELa|dxp6o0Ol8o;c7V&u zHBfq}N|2h9)pX2;C_ez|Jp$LKC7yj)wA%2)LeQ|iB^IW+LZED%+m)?e`4C(Kb-R!u z=p!J#nqFtUm_~3h4{<=n3|wtGZlRhFd%fM}AkzUdSgkG)gS{Ej{8-v~TW+sHI<}TNbg{q_j18FAR>FTSbzKD8Gy_i7A!G=#h0{~<`)fkc(^0v2B zWRmgW*`TW_^9BX_n+^JN>y>9tV+vUzt%X-JznOdt3b0^Yhxa z4vI-;!E46EAR9F7egebFfX1HzypzWdl)F^cD?0Zo-tAuFp#f3|e#L8$&<_$jPHndx z;5bI>QJZnPVU2K=Klguw^z``Y`h(P!uM_?u?z2CO0#R#m&B;$iCoud!gVvdNvF(y^z63YCuj0tv(>;EMsiWHgB7s&9d2t zIE+6By|4NzkRyD~ugNHYesqq-=`(ScuTHoYqo8S}p#xWY^aOu_E@QcMh;Vq8xxK3s z5&S+%8e$n<{gY+*m)GWCqXUr*=ShqM@nA{+-K*K4RU1LE@~tqP!0*+lsRy1M9EfgB z^3W+dbF~}gLdbJiHI;OJ&X7{;@73rGyj>n(FbxoBzTSOLCZeJO@Jz0rWxA23r3MgM zH)gjS@pjW?UjCR>)JBQRdhuZ^*0|#973Rx&P}kfgmvD;T-)Qj0UZ|>#;sUVH8cXzy z3nxJk#M(}I*@QiseMd>l`h=C!cqr%5^7<1Tw-FomyS$7_g|p3zU{4|u``DY>7Of5w z;NErvO#G+apH`c#tVBui?)K5P=p}$9Vvj_6GFLtUR{TxfLRi4VR)-Nwjm`_px#uWE zSDjHro3EAVuKua+ijn5=Wo})PLe*Bi(P{68wGNjIlYbt(8hxZ_YFABjL_W2Ha!H!K z+zyXH0nW_j6K^ZlEJY6LU<<`m^R%vz`t#YMw6oG;on|M8K_~-w?Gr`JLFI2qdw*7k zK7;I>$iAEN&ce}-UVquk*K^k%px2+{{2G+;*e`ttm>6uK?0GCZZg5v*qJ_ zmTM85DXPo&msd{dpLD5oI?BB4YGeC$e#73CB=w3uV4X%n0|xZ*_Jwp7nCzuc8b#jR zbkpr<%!YokSCy|xq+5mK;1H9`U3kvq{|eQM0O zD-%?KU~t0JkzB=mGX3CfQ|_$)@&ls1@z-g$l|Q(2wYs;!t@l?w?BTXp1=xOpv^5i+ zJ)E{1KiJ(k2C{P-h?tmHz=X$bVI9a)Nt;T|-2`qT;(vQF$g7fJYZ2f!-hM88GS9rG zJhh#W(#^LRl2JuqOWy~8-{v0Ka$CKOU5}eD9w1d#mw)|H}BGX%P&%zUlxwz zdz_afD6|R=Mw;YDw5|GW+m)HrrLiJE+$cx$bxzHxgivK0@$ioFC8@8YRg-h#tFr1< ze*l9|Ui$dcXqyqb6{sIOA36Q}L7z8Ir;S2^w&bu@%jCN?$2vbDd}(jTw5y(_rqTD8 z7(~mvMz?egwu}|rPeG+a8zOHUggS;y{@?V7(RhG$eFLAfBsi~7-rV;b$~Xr8ig=Vg zI65P~%c70%0Sn3neb*97R)RG3WB65}v=sjx5xd93UYk6!Den@lLu|=31*u=m$fuguj0*wISa?&_D^-6|dXkJE1r>0{c4SS^`ktPth^{`20fh{0t(BB7Crx`oA# zlU4%!v}LaQG-XGSUvUD)9srN@h>*E!6h?gNgteb&4~|svCF%_#iicJWdYbX3H68!L6&$xRg5NM2z(Yhst(LE3{kHN9LV;7t@>N- zcb=X23L36qXRKcpnWMo-6qoNEUaq;1(?JAlY0$+}VxTjz_fx@>AaBhqi$($(tt)1% zdBgZAi%MY%(>*X}VY1TMLG77DsqPD$52SaH@6w{++bj&ZY70yYi4lz%g@U}Z_-k{^4QK|d#>7MYU8k?k*~6Bry@c$b{hzH>ryH+#laQGTtKaSe zp)S1kBPJ$Lg)U!DiR1CEvJ(6enVaq5C9Ot)bXv}RXfU>*GCx)@|5&pDN&hiievGT_ z;iQYokv`?$@!s?dYO(v%KrQxvb4Y}?SMP#0?p60dO3^|wT@aR-5c-MKi9q~brb$EJ zvFFRbC79z6_OKyfT?^6+LC|7%g6PoeAjuk_=z#kO9 ztL{0mSKj(>nOh)m_(xaZ985r!o6^L;uH5w1{+kT~tL_0~u>P-)A}iy66^&ij(R2<< zLf#&fi9G&qiqlmWn|5hkylbp2Jz3l5zqoE76@>^+0f^v?Ao%?hAoPDV(#!rW{6e(< z_qS&K)oxV%x4F@C?!S>=#4l0Kga7x!o5ZSLjda`K*69ZE&&|OJ%mn_hPs^$Qoir2t z{$LK{SP=UVl%EP3^vIrkcOQt@x#S1RAQAh}+u4WP-pU^d=ZHTUk(yAQhrmM^j9u!kmd9`_M0G<{bNcR84?faqVXLGi=9>hM zW?!I6w_3awuQ@3hVkl2EqWDMjD|uBBpki>S`QF);eP`YN#_eHx$$2!3H9znC=n2e| zL!lS*6(YixVk=j2w`(`%vooAUiyGsSiZClx>`04*_X z{p;@}OQRX0V)?SmI+S3Bi1WBt@iFEeB(*-!{yCvHX`**e)`qm$c>T?>6n*ID5Nwe5 z^?6(&NDBP1@7>V{Iuq05i`Fp2f)I@QIzNxYZVzwLjBWDW0Sw+N(J#f7#D!p7l&(M~ z&Flb308QwAW9fLLt;chDRuT4}^~T|xbOmZ?V?!A=P$b(hkd7j`b(7H6xM5@qUsmdc znil_lHRfYLluoT@%$g^if@FkC5%)Ie@lbxypP8x3N*uZmHlX{UKG|@Pp+VB#>(3J` zQ3+E@8b1Sk04Dg+4fnyOARK&^H~*)-w~VT)UE78QQ9wjWr33^NP*A$N8$^(l66q2t zX+cs-Ksu#U8l)AF?uI2G(z$>|=XXuK^~Qbg{XWka?>D|5-`Ea+Fmy53oY%bKJdg7@ zj`K?o=wIIhx*62t&jIk`8YE(XvePKz^ysnF6nLWf3nMWUrk`n3m&n-34gIa}vU5Tq zF<~NOU8jKga}5ZbbyT53Byi^*vrC&3NfJb93MM0412s7Ya6PXa~QQVheM9_6}>nGK{yE9YaxdW!nw0rL8E ztc>zmHD4C*acGC~OI2AyX=K2TzW8f#(`j zfoYlq`U_h~_7XO_{BB?QVLmsC05va~#~zfyI&bxge*oT|z0_vi;+t}Bb+gSNqY5m* z{zbcZ`6?P9AjX>1+&q75IG=?HkD)MODKT4>hZ|xMcNb&+q zxI)~4#*dwVdDxI!++|X1D|@=`!|w^QGX6E|_6OyS0{0>WO3Tz>Vqg<@$NpJ7SXgs# z>B!KH>~HtuiSGFE7skO`@v1U0gBl!U^Od>2onLy%NV=gm}gIta8BL{U(0f6 z0VwVR5Q%eIaT8tY20ZbYLm4>nQ{cWn1u8Z{1lZTdP%5wghU#SfS@7w8;wd`RCkxLy zMOfYxrIzqeoxttO_1;IL^K39u6;H5bJ+do`=d0;b;&&YJjiiS8jyz&}CEj1f>8nYPgCfdomYM;;X3J&yhl$}*jX0T#=3 zfR(q_-sj%WW!eR>vMI2l-iF-Ej$a3@-eG8s;=qvq$sK=_Ll~Fm0`P@#?^I5&#@kvO z=N_svV+L82@(}AmGbG?yK2k^#`$|J{@(SZY$)gdo;!fn<(Jd1yqX>S^nh7K>%U_Yw zIr!P{0PGpE^Rq6-HIo_4eUJb8NR$?OiB#1oNQrO4UihV(iS?k5*;xWdgPs~EdyS{V zp!Q@543-39i`A52bjvlQ9cAVBCWnm6CqTtGdnwY)Nmewe7$7T9P?1FIwuC9~gA-gk z_-??h)@1TUOGG>Soz)oG=*oDfGo5(hc=fk)Qa=K&HUroi=ErM<%Mr+= z*8+6jVwQB-&IW9+5#M{JEI}pAW<|EJKK@f-lofPt?4*&;~ zc7S%>La8=e- ze_!&b0;HFoP^+-ASJ{gfv3Rh9_)qpe-6Gd~yin3`joTAg3y2k#1TS@88=SB%ikmYz zlnJl6OqXd(&tCk{?DOLN)@x_gX9M}4)#uZrb>pd>NXxTwfO*N@oGyIOO~smCr11Uh z2vqgC#=TMyb6DVR>1pnn6dm*+)~rbKWA$DjR0HE^lg>FT0?4u{XjI00UoAti7rY?# zX!*kpu;=p~0oh`1u9R3|W^U$2Lu26}oA9@QMDuv*9CO$NK*YPHXh&OVOskA-D>RwW zNz(^ua}l_|qD7jpGv1ga2;?#?xoXOmvuiSI4@ES7hkRh0d@^kZzQ+$r6@?ssa_D3k3>A89Ex_}-H|Gk`hH}EjwjlWpOW7Tp8^K|6-d<+Q2zYX0H;gjd6^u3$L>NeWiF6J6;5}99z&)ASPkp4M^++4=5P1S6`=U|_@@@_`u+3)oa zx#d^jZ(lf>2DKbQu+3Jn#Vcj6elrqeR@ew5p=`y9w*;z>lqgn_&yv#@mv32j^bTxt zMQ4=k1M1^JG>%oruH+g5(CvMIQ9wrLkDV(qi%~O_Ms6{ULb zC;@r7ZR#9}{@@dpKuYmy@O0d0> zR9O|>9;Y5t|CM5WcR~hdEPPwZ*PvHBTvs101{g@Jw=H~uY9ybaV*0LLdm>hpQ9BW9 zCt_kaQ!mWo!T1x(;JlJp@t?K0Hy=l1-iWi%%-(A~(Oc*yj&T*g6NH8yA{*^77t~@; z*er1+Mly^>4{YlrO0B1m<`6C1sDM2zX;eZfG2*Tfl{(SU@+$cg*`BAo^MRWFzWc!6 z!XLF2RR7sfrCc1T);A>iEfyBL9rkt=E)Y8=U8dsW9S#nol6~8C6$eoWNDVwIK&8#< z)axk7j7;RuWEqLRfz!)DsE(F$^{Gv-=rmjzhlO(O81$F9fp~w{D2P_^LZsa-dq#6S;E)Vn_t!q6*nWQvK&I;e3oTU}))KUiAX}k4QE69{MAYm`fNB~@6hiLOyU`Z+nqwl zZ#d2xL|7eE7U$KmY-_`jx5k)w%a3dai$g!W$V3j?bgQp5JwyO|b?-T%=49pU!C37zo1Tq$@BU3<`9gz0NpPZ!0S!*`CY#Om=g&{ zX?Ja$R^ggj(2E!e$r&GCAE+O|C$Mzup-ytZ^M?ea7zqVHzSZag{H5z3ng>i1;iHHH zU9L*NXAuzwS0`qwIA&yhRp_L;9>UFFSQUGfsWp ze>q+T)O~Cr#lFZ6;B!qgY-2_#Ez4jX1K#Ai(2QqG+%iN9xPV1;nxzzozswm4f@JlG zF`4C>;FSZ0TdOgq9|;$tZGin<^Wk$KVf7#Oal&B!Xnu{up(*h(BU11$F95u6qg}<^ z;7G0q)TO9zc}()p^`meG{Ufh<&e-KAIB&LERf*nIOYP)ToWec!_jXL62Vn|Z&bLUg zeHtHP&n|^6oL^P0{Fnqo=U6Dk6qqlVe7$>y^S*x0t4klly0*7sQ>ZhP@@U2J8 z330m+39)<;3Iai3da--)iHhcpNUJW9Thc_B`;gOg^)Qu86!yrqwYa)8!^1t(2A7M> zYl>^^Yfn7ALCYKrAda`zF)|n}kxhDXi#R3sps;kQ8IXY+ukk%iM7ns{Q@6o;G%cGe z@2-)-Jpai?FymXwIvllQ;Mz267_hYmY^T0Xg1A>aclU?P4=h{aZHkCnYVNzZ0Y&SO zg#IXgrx{D34jAN#g|Na21}3Zd75Mb3b6%Vfz$JY>3UYVjKwwhh0yPt4csbJ&WiXTo z3^kjM)Mh%X;m^0Lm(vEl`1n(8!BlJJia7AFSN2?Jr>}F4Js8=6Jh-2YizGPgPQ`4v zB0#-Fq-j9D`n2z2l)b3hJYboC^f~V*kHpfUm+MSFjafCWZ7tvC?990WEO4xxgSWU9 zJ~EA=>63&wIW%j6VEV@)0wN-^r-fn6GI(Qs=4KQVCn7`Qco=u&vuiW4+Nn)(@Q{!8 zL?ACX#o-d50je`sC44Gh3!Lm)3qZDa zIhiWXTMZyV0;oKg~E9!h4pPx=Dn5#nFiPncxxWpGj- zT|{)s-inM^tq1NK ze^4?Wp83(p35u*A9$@N&F#Eh>6^UbZ6PX?ugB1rHlB|aEGH^NVSkhH+9 zoC5gzKH@5GdUsmcl`Xf+#CaeyKg>8B6vJr!h_|HgEK92~=3L;ESlbK1BNG$C#U)xL zoil@)A*8TP%mm9RXScaqM$F$`hCb55TDh=(A~BeiO?ltI^ZA^Q(zGJ;MBp` zT%r~kCwN^J$w2J7cq1K4<^(W$FXK=ZZ7BGJ##T(BM=n7GTCsx7?$L$fI#Js#+N`H? zpy4CULfLGS=jBIT__`lQ-BC#i_?e=TqA%+Z3CMn)$wxiB-6;4@*h}=yUBvb8#+VgX z^I``dwTNF4(cLMmXCI^7O#3n_{<`dlf=K-O`&34=V{c)ff$6MAf(!pfDtBk~+mp0DaQ3a<(ibRL_Ck#>XV zm?pbe-}UXIAAoFPNx8DV3v*n~!#8@KVJ5}wJu~DlK@@Fls8&ouOqq3Hbp@T)O(V@U z^;%i*&U;og+f7wc!D6_r6zY{Wk=#+77>CFY%t{ez;>1ISHS;4?sM}cE@5)PDx`1)K zR5Mkb`DS@|>vnb6Y*y@wCVk$+5}p^beoBE2F$NqTtEmsXNwndcq%RsU*&DeYRGfmK zf|!GSGK;<cKen4i`tHst-j3i9?RM3{_Soh%Fbs@8$$hrK( zE^U(44Dtl=lAt6Cns58PQqvHrE--20!EiPK=UW}X1&#g3 zZeMNa4sW1siQx~GXFnIHemV2ajrbpui^0DjH31)7BfF|oB-C4vSYLRCvg zeZTj;v1e(MNMo_cXUgPjybgJcZ!e2etVXGkn6$lv+^k zlY6iUKb5&d70{$(8b_4~X*jQ6>R&LeNm}d`nl2D!kYOsc8BMgN?hAjS^AwLLUbaN$ zO&*!t1zq}Qw*oHfH7)|ly-2^(b%JUmr4y*OM}N!oH7gDsY!3^wBaA%?Z_#f-(Koba z`!a%m9;pZA%JvrhVY;cRX7oDC;d1s{JtLK(s%$**y=BA`<*Ek^xwG*}~ z*VHan@|*fJI1C7|rkQ8c2ggM$?s!lRnSspc1CF27#QR7BxFXd+8eehHT{Sr8&RU2{ zPe4QDPz44+ArcAUG&bJZ^YOU}_BADy@AN1`$82A+D8$(XAb!*YR(kXzt&o0DB=&g0 ztPL*;IKVWF=jz+7HHfc6jf%7-J(H*qW}n6K&a@aY)Uq+xv9VxP+(J@f<{ut@shc7h z4X`)jQqeilWF`C%z3IEFN1M1I`zkn1c)=ws-?HpPkMd-nT##>Sh1uRu4>KuIS-Wo)yvdiA1CP#9LT=`@#Ft&i&sL zzQ=kI4!;ThwC6bJ*(qB4;C8|e$;S;*90kSUdLy7k2#S|%l@>oV{)TvJAFwN)fSJHr zd*cOGlw^7WMoInqV(_Glpt+bADnq^HeRlTE!{9i{n z*r+^Zt_8k&og3_c$VIS#r%Abr?TojpUU^Tvcd|?1S7vDe_JG=5wZ*SQO+aEZ1*wr25+5Q)0yHc|<^7_TkG&0PfbYWZ0TCzDkkOwK3GeD2)uUYii7_g4c6(Ph3+3iEqku?j;$JklX}awP~~pY-8k{P-0d`1eCU? z2Pg?Xr;Tn?>JxRLd#5~$r~ctVUz~ZPomH|{81{YgO>@O_ z@(evu=|+3ohG6f>NBy1!hmcWt#*j0J-SSrO24TloSvFIrV|Sr_aJ9#rl*bzC5uw5x zCci!GH(ftI`0Pke|LaI^^DsEd2B0x>0@?|l!nYc%xvzO39OsiIHgA^b zoqDHFFw2lKoT>)6&lA%%-K&&%iuM%9VlyU9XcvYyE>3=PzCu(Cu<6}Tgbg^*n3hSK zts7`KBlDe%iPxtl5xO~pq%Zi;ft=$6+4bTiDR%XbsymlDYvowA%R}AYlg+s~@{h1h z$0FAoFRwgH5iT8;PoEeCw47;QsiD@Epv7fkjmvIg#y>PJZCmv%9hbcpAY-hFS1AqR z0H^u>^akJdJpXBhtV_G&8vPnMdQ6zT$GK9ij>%csx(Jk(6(&n=jM=th!+PYzxuXed zFP#*Y;@=h5dN8In19NFJGt3>fFG39bW{W0Gqn8L(@f)sgD@&SRU2cEX3?PIKdn*sa z&6;n>iU$f_%jUrXu%>boZgC83T>R9dtnCRE5x4i^%c9CAiyxhd9g7}N%_@~-;{7ZV zeoONIb|omEtc(N+l_Hi-xLQIFFEB`iW(TuwWt#RipzoGYaAZ>@>GBiZd?0l5QWk#Z z5N<_*TLk%DVT%V#A1)42JMO`r5Q|!GK_XdtEB9g3-O-kIzS@luw+oqHJzc^)3>rB_ zjMEhe+}Us34-fV$HE-DkiIMYzN`hw^BIOg+*ilVJL}|x9mnZkk4)=*M-dMJOT!8usZvt9g_l}JZ6e$-uV+(IOr%GK)XD8{v1{&?@RS?%%ntkx!-lE2G8 z;ebO$B9)sWU26ZtpF+mwHOR_K+(k&LP)Ue9CVo=3?OU?w+`#P@ zz2D|g_kiJj#$}tPvl&QW)jM)4+xUn(TFgF#!WXJ&LufOjkp;GO&+kkK| zz;5nkH!kLDp7h;CSZqPRk+e8@RdmqVxX;3pTTg4UwM+OnO~W0WQCC(^;!1~$OMwR2 za*WR?tWL_go2o9|KBt`5L+6bV5~D}--s_YTj-9F@r$qBew(UvJniHDfA^$C~j}aQX z2J`Ot`e*^Dd%DF7W%<3W>rc)gvCXQ+myJ?gm<#3eu|-z^-zj`+;G(!fsUtfEN=lFY z%A{Cyyp_J1_}SO2mu4nKAN5Lbg2q(@m}L+x@N-*%geswj0lhD)VDY>V{F(m=KGwlF z8J<0EMJvVA!Dsa!AsVBvh@`$3j-MYEeiZ(VG$8IvRk%+>;GVH`O39`aEZ-^p&^NiOk_fF(C|vm1 zbVbw*UoEEMV8)YEP5^Liuc(2!-gbV!;RxdrqEt(%2&Ge`{f-Hh*qs-RyOJqWC*Vr{ z{x~y;m&(hodU~v{s3qm95P9E6GF?09jn-NYdLwyj6-5#?SbW;zi{(pp0c$zcUmHMvRGQA$lOIM+wd0Nxe6Z>3 zP?31Ji`bJy%dJpWr967>#&al3P3-Kzw-8ehV;k`N4gVO>>VJ2ct)9H;EV40^dCkr& z)~+ORj{8ops!ocQs%sROxk;mny}#>)NH`K_%#SRHQME0r@jHx@z`Yd`;XlAq062N0VUf4sWd4{VXtL}86~J9+$;PM($s9XDj} z51PW*0dfq+pqyiN=(r`W)ewI3-PgWcfVFX(lFhM?RG8! z>ij$t?y9<@E+YY~OgakWl^%&?vIt*w1ky3(mCO84aqubTYW#wPlc{r_zrhT*2atGFs>CG77xv( z%558K&Ts+MmnYsxh~213Z#{+*mLKzUw9-8?`42xL89bYvVLX<8SD0yA7vfD+9d;*U zd|&y6nG%1Qe9ubzp}KuGebweba2e*}1kk3K$9*zs-UL~C+u^1w0KWo%(C~RsQyz!T zZ9O#Fi644_Mqjy*e1X|gbfR^nE;DH~K|#bEZK|)MZ%08fXRs=Dio^*$ra#jzNFNfm zkN&IxKv_dxitw+gS-P2dlZ318M}MjsP=g&ixu_?YNACvqp>&$fyKus~#ap{^Sr7{E zUCc-HV7os2N4mF#O5i-kwa6!hbyPE0rx789W;U0lGjLps(&E`f30~K&QaZ%Csn3l2 zT}y=&5j@u$g!4h2)z~Mn{b+jyjlYw^>&1HR^eC8doQNW0uU|R%Yc!=Z+|A>6Hoxt9 zm9m}=SUQ@^)d#cr=X;&{JJiuhOFT2z*?Usm9J|j(f_yp61;25!3CLngM`~N)CbcZf zK(6ncqS(+dkCzQEQhfoL~nFqbs<4hDM_m(Ly$F8HfWB>S?S}NY-4BqGy z3XHIaI2Y#u^1nXiL)L`cff5&p%Mwh)nvI(W)h6BsIc^@Ak%q9>Xcnl;j8K8;`;tub z?LIIFsbuP)Lx3!t-we+K#!`6m@EObf$1UtXgoT~fz!rLIUWZI`B_ZWY6c)EClSx4^ zory4MGp6Fn2tvq`I$17uHcPd*v31b%2@vgC)eyk=t;-S?AxSP9&R_+q!(udpuFxw0 zG~fTR2R2l;Etcl=6r|p!P&>ee@qxTyA41N_(+usUYwT>wZ|p;7O1LMl1O@WKv&l@| zR(57H19f`9-s)d_B)+dM?}^W%m~cC_%k)I^tN5w>8ob*Hz*koXXbqIT2P-q2<6Qtv z10w3E<1!-8^?U$6kR<9ufDhZob*S4b4mF5M5ggkzfs?8o7SP*%1270tO7Zt^KX_n= z0co8jEg-y(ULa5)vbE_eS`u;+E8d}uFUe#YT+-axfEVMk2&Y=BL%yPAe+L}2_(g3& zxlBo8RoUU<@8Np}YGRa#E3~=qD#wP+Z?1BfH{@uyv5MgP|(p?M>Qv5EY|9&8YsGbwYzznnbiYmS=AH zThY-BPjd|r-_?T`PRK4ACrh$4Nxtc-ar=Osq`L6S8`N@~m(5;l!F35FQyC74^s?&$ zLn|?oJu462yZ+7l6*%KwN^6~!)yJ-^Rt8>Yf$cWT?6#}d-)v+gxohC`0Goy|)rdfSBoE8=G zl{vzO4~jgT@gq01dT-oO4RoqwTUW$h=q2|9V*toJj-WQ7|HBUnJjW`p zQY=)caR81J=>{=5f8f4mm7RWB;C_p0wey~DsyyfnC2FP;kra)8KS4Bryp&L#+gN#R z{hK=dsroLlapo6p$(LjCmY15F))Z-ST#tlxB&_KkIEu$4RfKF)){~&{M8P$Q@Rj!a z0ix84C2MAyyjmj6`2Gm8=u=T3bJC5)&tY8Q@t9^w(PC#L);FnhJ-#1XSWS7Ua{va2 zTPm}fA(g>g49239tr8hyRiw+sOG2C5bFr39_5w?f;T^?f3cL>Tjo8>k&7)gFmYIK()Cs5eIVba^N=y0MTLyvZB zzke~iCTEOWI6`79BXJuxjH8U2Y7PtWFwmYfK-UR#=)h$uCJ9`F_=4ZOOpCVqq*d(l z?;4e15<2*BMcZR_1PAHW3h{c(iS4yU44Wv@Q?OgvhuBjmx^Zoic0}pauhDzb?-flNQ0*Ydj1cy|iZ1e`=~@(z zP-Uq-leU->3MBqT5aCv5crLnJc zF|tR6=2r2gU&p}Lqpv;O4GUOQEO)kl5>k%BVvG+x-iQrA_MFya{!5LQjeF5u8p-J6 za+M{*ltF=j?0%dJ1HFtoC}cH2k>EYr+CvzQhru=dz!zIl zg!d}%Fu6fdbB=z58Wq$GIQkIw)+BJpOi`q#!&MYc>6V|4z9a$bV8@0Wa;G5dI43mZ zp<2re%%@ma1uxPwiRj1?Q9P9Pv0hhbbN*U6q;4wu#o^^CouD$S?vo+DEv9FCsC>A+ ziV0}XTghuz_U!TbD8P~}tG*f!q271XHY@2Bn*#Jg<6<)U>u8J&rq%QI zd53}KD{6{w*jdue54Vo;>Qk*!h+l?kIz7B@Fgbq!hJ#6bTkqJz-~x^Sjo_M zq}{3y4SM=CYO{IRYbGxNt+N&nUB3rtPZ`2rM;sk(M%G;w`Ox@^e(JdKs^JwMVD4Jm zO$j5vnt}+8rq{y)Zs1ZG_cgj%q*n~K1=UfDb6r+6J#D5$Yx_Iqs}k&)`j`Z*|5_m0 z^cjP2SDVZHF`}i8k<IKsmkYnLJgVAf`)HkW$zYk}q-1;2bS?ZYP>QNeC^~3w zN1R3YX?ouwCRf;pu&Ge#hl^ny+f_FJWK#VNM6zQds$E=JXFN33wS4K#Y4b5xW&2k+ z6*cw)ltw$-Dr&AT)m_8dkDR>7jGMd2;Znq&8htmi4zCr8#37{oA0c#8o zL=Xz^g7eAS)o#LhZXEw@Bj9dx2Afp=hD~Y+s0kmr7q?Ox$zhazf1|ukVg+Q{S)VuR zBOJ&4tGk87^|;C%5w2};x6{J{AR6BrR4{sz=!f&UZEUS0vSpdOR8oogcVJHcBnKQI@rt|$l=)Se z>Dz57RTOYZL<~I{%H4|ivnmzjPJUUlU(xavSHP>SJnz&K#FImB;j$wwkuckLkV77* zRFZ}d`mziIb}mimotMlZaHDskM=zU6?3F|sI`G`zK|*uFl$(z~>$Nt~(DwA9u$XDf z_Edwids9oLna>MDpg%_!(T@RuTJp4sLW-5T-#{aF<%~~DU`OmomI6*pYh>_c9$@Y~ zqLB{TWaqy9aG>ol8@>*RuuW6iy01Yx%cksZWkL1&nZpBVJeJ~M_*dbJR3Vt?6~VnP zPJz3)574o*J~UKI;bXa86TGSXa)tzPgA?)MPLZnmMS9*`x;A{wFCu1CF_b@S5-zT# z0R-0f`7 zd^)us)sJM*t$*Kz4Icg}kFw0?Bf@WdoruSU06)r5anxtr9$0yKiPe3Y6 z)h1X~E9A-Qn?3>0PVnGwqPMTz(% zk9RjGp7*BsU1(dlT9D3{MoCKYnt{G2<(ej7kxailobDfg+5SN9#4J8N9@yuDVA1<$ zuy{J}BacyDcjUqwYMJk>@i)hEnof{;+k-XfG2eH+KJt*FBjCIhpdVx_vyoE%C|`A6 zdqVUc{~T~IT%cbMYUif+4u)(Jya4ZwGa~T);sDN``hdb-vGEX4lpigDy`t=g{obx) zn+n(cms)$MH<7Aj1es61KrI4p0%Haab$6G7ZOWCssr3$(O!1zMQW}^%l`I8ygGb06 zUy)AxD_k^Z-PuCKNzrX83wM#=J~tffHzyTeu_vYAE3Wab$xbk0U$?Ff+Un=vgEP&Q z_f?>gb4|Y76BC+e_;{D<^x?A}vR{P~B%I7Mp}{rC!}bil(xgXjI-QCofDe>xe>a7C zZryNu)0F~<`GM4nbsIlYZmZ5|5K+4IErtq67*F<%Q~;nL&yLLPA><9PCx_z!2^xO> zwc&7AHrky}tEylpnI9#~i{geecHXdx`x)7bJxHPIDt{3`_srfYC%STlQSFxY^ zAVUXi0tVIu2DVR0B+3H3rL4QuHTl6_PgHVtH16X7fPEUq`dG zIGR7Fb>i~A2!>L=vap!(XP+NfGU4ddQLAGLpF`$|mvPFSlyys_OmVt=8-OmSu$9f=RFk>Jlyiqo-|8mN$&+|Z%yYz}+p%Y&V8P#s-QEQo<*f+k{Bm1Rwbn>vySsja zFSQ(i#-(E})h{wh1+8%=TN8s_e-o;0Zn-NP@9rW`u?SlC+S7TcVsm_rEghwT3An&= z7r%_q0|4PLh>UQ=M%+wW9^i3KI@%sZ*u5ik`+=21PTDxf3VAyi?HK(gl{r8Nz;;=q zbd?i-OlReg+58e@Xt7dY2s0Yv{0ox%zD;7cj4}20uofRJ(khc=Sd(R?s`WjMi$g!9 zI&F=m%NMVUGSA6GKA=5eKoRj3&lT**kf+zCc%pXwnTF5pS-_qOYQI+yHiwZ9>Q05! zmk`IhliH(!-ZG6Hkl#kY5Tw2F0jgZ(A;dI9p1(C0KQ&PZ3M7~vX#O3}3r8hdQIa@T`0r1aiGSktxv z2Q|gQGrl;tu}6=d;(a9Xris@QobXjL78b;j?58j(lnsIED;v#algGEnkF278orJIWmo6T-a>^zD&~_Y6c#2fRIpy zt3MVb*v;^2{mXr0XKczb;(G34kWRwX#4oVEA}%#{I`~>M@97t;rL`pam&rm|!`L9# z>!oIFlkhqcP5uK@F&l{`;$&?qFP;HJb@QV+Y~3g>Y(~O4Q6s(@^|~y@SNH{_IjyT% z7!H<2MxR@^JEqYdv!{j!=TblB4~c~=9CdHSGQs?3um!Y1Lk@G4&eq*qn{qCnTP{Qm z;vKQM$4ye_Cq-AjO(+Ps{Rq@Jn?HgY5OmxU!YP5v`tT{}9uT1L*jyvs6)mjrn-mMY(n|JVqbnxQ=n*3FJNA-|U{$iiZ|?W&=poy>sX zYec&=@rvwA^L$FF8lW%Ow9FoiSqt-VxN+U$1@xvV5CJH78dPzdGnEv$amHalgE$N) z5QpL5+M(U$lF6R6dSAgkX#)6OT)40IkxHFM0@_xNnAYzPHFl{9?#w|o|>NUsqmU*Bid78l#*{64gm|% zzQ`j9x?anSYgR<@#R*l8eNqYU83f_Je_r`?+lvWifnoM&HBZR zTTyTA1WW1hmatC!dP9Q>eK>RI7a8eXe8;O?Sqwb1>`(Y_3IoF;O0w_ws_vCzkIX%o ze;bE0%L6CjcrtJUGC|%p;%x?$O)NbknJoHDpRD}N+J;AL{er$l6$y@SoCs4wl5v!` z;&X?pv`VXAc1{AJ;j81(AbY`O5oL4!yjZ(4(?1c&dG_(-QPwUgF{$hF#DQJgh~swc z#Rl?=!JVoa&WwRMdm`Hd#5Ugr9>pqaDUvF%_e@=`yTES>q;i>88C7^PIw!*%QTZbs zF%rKXr8+JpQ5Xsy%f196PmJ0rsCK306L%W(f7|=9Rt0A=%kix`?XRL}4;pgbz?$~z(UMDZQHc@# zoKpeTmeDfNAe-sr8`Dzp0+Pur994v7l$}37=amLe2OQzF+5AjYrRjqG^5~a zC4)V3!Pg{*Ko?l31;W~EQ!TOJ35t+t?(YLOXgEe!kSHGEk`qW@V;+BhbukGfvR-KK zd-bg6kVB#|^p&}PDrQSi&f1wFpp7WYtu{cSb6dpVBfrm>@Gl|BFRM27Gs}+nEGWTt z9vdCA?MLbS+O6eu4wyYg0Z+xxyh@JTfAJ>?m&C@t`d=+Fh86H*GQ?GlKUeGaEFBA- zY6begi=$;8lR$})d9AzbHy}EbK`!jwI8{VoV7j+Hh3PLcI-@u=C8|?-d%bgHxW17( zA49utTQ!Qs!ses(+L-mrRM@}s$Z$7)bC$*IKo571jo;)O@l+YUkB{N$u?PY4$>bEQ z^)y>8vghtrjQN*>6%YO^#PpmXh{__b&)(?c`a2DPOcvaY&z?Ud6ku*+?5i@XmAEYB zaCOt)6+`!zXqn@6w}PZZQPS`JEH!7ORSC>fAonx4Lo&_)P*3Y5gw(>2fWop^=5KHT zyqx}r(2EH5g=p*lXETFm2hmbJJjYK> zJgnI#C?YyUlrI2f)d$i_B|Hfx<*lcRHNyp7h55!Sbhcc-Q4a9KAlmmm&`+8*x1{go zAX`p_oU4Vb$k?x0@V7ud>Ec?t^*FA&>o+y! z=kF)!LzC6?N=%~T(*8OSiFpC#0;A1Y3tt*NXcYL|fhCzY;Lg)+EoXel$~ex+W4``N zP>1bah5~``>kBFJ-cTdG+=BW(bCn@ZYW{LLoiSjk{x7$g1VEvKiU`jCWC4L=6kMmF z*mHD*p!ezKKjq0SYTJag>qbMIOP|gU%Fmzs8Qp;dlnQds^#NUWeSp5LTJz4#d>KZf z-QP&mue+sj7l?NKs4xB>d>qtJ#-`yz*I59%9}Dy>!3~@3rwlgBLwRcRnbUtSs$c1% zOfw3Inf!r9m{Pbq!P*{5_Ap*-iC#{d1V^V$<|@m#+LL7ioV1rz2>Z0<#{D>YcGz zT~LcalYYpV^dBEw%Xy=8eWN+i6Y1hjbdYo#R!OvUo8$AX(*4>|f0f@U9wECk9Y1Xk z0=pFGLGwG={_6*UVziRx$-H|;2^<^k>mAJWo`i-`jJefqFFU!!NmTwZe{{I0)<^0R z(6!wVwyG8tY4sh@EQQ5Oax{3 zk7-)EA6!a-+$sL@z4`S+W|%{aqtd@^j{d>a(RBTpjzZyx^c zdarn*CqPyoKyOAB8u&CY@Jew~GXMDWZB%!$g9^J>|7qYU9(mWrYV;gUIO#P2%@y%n zoOMvELg8hb0nVj=W2+4|7(f|#;C!?}J>__^w`DXwV|bFUvg$I|QSd#f-CHZzsG_9^V#3I&HY?8i19k#B4g zE9H-E>+`eGux|^zzJP>0dAp~blf9fBZh%gUgpBg*pHa|6&~5Z4j^_ldtH#%O=5{9+ z*Vh@2j}WT^W_I(8bqcBne_i0`uY7)iUZQT<4-EAs^z`%qE`1Wx)ZAQEiDYe|!s$Zr z$CaH$lZLG=EG#EFah1=1BepO0!cg^Lr~90VVs~PG2LI`|On9I3e3z673lWaf;2Ute zf8U^(%=d)_n(?~R%vx>)7C&98>F`Y_3Z1T1^c<|aXOH&RXWfNvn{;)WcUGy@OF>Wk z`w}(R7v`#+as{kyS>ZKq#}Ry`{Aq)Ovn=fFuy&UNv%fzGeuF^4JufeQYkf+ci`kWG z{CIw{%GG|Z16=rDo?#(PU?47bSLYuO2mXV7eq8TTOpa`gb47RppGyK2HFf`Z)gW1T zvtxxyqU;|xM@iLVL6+{c>neSCc(~XUXu7yGSdnlg%G#-IxdHv$*fVS*_gY(A{^twa z5=w$0)(S6n4yLb7x<#qyv2T;as3=>cily}W*Br?F`FxD-OCcg4FpwP#ukM^nvzhNQ z@qNw7?x}`%{&N9w0(EoWuA2Yz>Cy%0=f?5C(^WlxV&9&v)!shb|Ko=<`|e`#-*XDw zwvNc9p<(v^v9V&u-9bh7?2L<|)g2W$ZI0(2NkC@{<$!hGz!+f>QGok%p8kAm0_>L@ z8Q}>uJx|R|4CkNBe^fKwKCzh8l4WLA+}=GQKmXp5kg0J-#>b_xNO^K6D~pQa3=A{m zHyNp2gE@B_Z6+lC817T?q)BTFzB~Ws8&Mot;Rzhz8<)QNZ+8ug5s{JQlU@8~rnSh>-ib^ISY^AJtuoZjD4|Z`1uKm zQY)SmiCD9T=15-NaR?i`eP3gv2xxk*A(^@FBv-n7elWlwWq;V+og~Y6^X3f;KYwgQ zq}vLu2WNTyQ4HR>LDN~dblJSCGih#|PWSw6TyPIV+j5*ZUK6k`&1w!#OkZ6cKalIp z$zkvB=opaPS>pY@QlK9go*@rT`;ziGKb{0E(C}ywssy@YGt6IWG=717{*we;?t<~w z%&89S(yHets=#*+WE_Nr3No0Gn>T6(ccCd#U;h*=?k9_)f4mKpT5Jw3E-7MSjd-<9 zwPS?fCuRgb>d3v0iZtJtKSu0CN{3+XoAb&)A1)tVq^n93gGD9QapPGHqErEHX<@-O zUcIk3|FKg~8$hjRD@E)$L0i6&D@UZ(TqCo-a%3 zM1fUc_>WbvN9(@eP@V&AVBFmKeJSE#c0!AMd)YtB(X60~b@|k>%I~F>S0`LTE{>3&~O3%`SApl7=*FQ{!7}LSG6Hv7aio!_UKf}?@C)- zOy_1Zyz|GwB9|p#JG+*nlBd+^&Dr8?a3rH%S@x*gyWx|$^%_G0YqQL`so=hb7T3hd z-X8U@OC^Pxfd*kA4>mVrXsx-pFq@m1r8hJ*9LT8He~*c-__lv>C){T3+oTwL1;%*( z?a38>_Q5(`^o%O+Ut3!~K<67&Zf?1|m`?x2mC@pDvP$AW zv6CBr3ozFiP z5^}@6M_y4G=`qHRj`u-KX2rp7)sezBPm0%(|Hn4siy~&#)tS*;9eX$T{CekbL4Lyq z-?`g!v~N5sn?a@NF}z-cB4;biYpr#?ReZKOZP9okAF)`kO*{@8Rc%Ywx?UW*!o zx;n#2dj40=pD5?v+vie;i%EuaSg}ZS+v!{m(&IjWRO6Z~==! zQbbVcj}`XsfA{A_8qv{Mn$?y?eqZu`^@9NU?VhKvY5v$$|L0%y#ltoVDjxFtU*Fu> zxVZ}nBvo8cIDg>$&tG*LoBDRoEyFy#|9K4mxR}>#0c)h>JLjj!|9pkpaso-5|1wMd z7q9#ZlKUL8h~yvNe||cj+i?H>j6fW?!?;qp|M7!=4)S$mz#Uo*ah*SA{`miY|Gh$eCG?J8p + + 4.0.0 + + com.amazonaws + flink-data-generator + 1.0 + jar + + + UTF-8 + ${project.basedir}/target + ${project.name}-${project.version} + 11 + ${target.java.version} + ${target.java.version} + 1.20.0 + 5.0.0-1.20 + 3.3.0-1.20 + 1.2.0 + 2.23.1 + + + + + + + org.apache.flink + flink-streaming-java + ${flink.version} + provided + + + org.apache.flink + flink-clients + ${flink.version} + provided + + + org.apache.flink + flink-runtime-web + ${flink.version} + provided + + + org.apache.flink + flink-json + ${flink.version} + provided + + + org.apache.flink + flink-connector-base + ${flink.version} + provided + + + + org.apache.flink + flink-metrics-dropwizard + ${flink.version} + + + + + com.amazonaws + aws-kinesisanalytics-runtime + ${kda.runtime.version} + provided + + + + + org.apache.flink + flink-connector-datagen + ${flink.version} + + + + + org.apache.flink + flink-connector-aws-kinesis-streams + ${aws.connector.version} + + + + + org.apache.flink + flink-connector-kafka + ${kafka.connector.version} + + + + + + + + org.apache.logging.log4j + log4j-slf4j-impl + ${log4j.version} + + + org.apache.logging.log4j + log4j-api + ${log4j.version} + + + org.apache.logging.log4j + log4j-core + ${log4j.version} + + + + + junit + junit + 4.13.2 + test + + + + + ${buildDirectory} + ${jar.finalName} + + + + + org.apache.maven.plugins + maven-compiler-plugin + 3.8.1 + + ${target.java.version} + ${target.java.version} + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.2.1 + + + + package + + shade + + + + + org.apache.flink:force-shading + com.google.code.findbugs:jsr305 + org.slf4j:* + log4j:* + + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + + com.amazonaws.services.msf.DataGeneratorJob + + + + + + + + + diff --git a/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java new file mode 100644 index 0000000..15b7247 --- /dev/null +++ b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java @@ -0,0 +1,222 @@ +package com.amazonaws.services.msf; + +import com.amazonaws.services.kinesisanalytics.runtime.KinesisAnalyticsRuntime; +import com.amazonaws.services.msf.domain.StockPrice; +import com.amazonaws.services.msf.domain.StockPriceGeneratorFunction; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.api.common.eventtime.WatermarkStrategy; +import org.apache.flink.api.common.serialization.SerializationSchema; +import org.apache.flink.api.common.typeinfo.TypeInformation; +import org.apache.flink.api.connector.source.util.ratelimit.RateLimiterStrategy; +import org.apache.flink.connector.base.DeliveryGuarantee; +import org.apache.flink.connector.datagen.source.DataGeneratorSource; +import org.apache.flink.connector.datagen.source.GeneratorFunction; +import org.apache.flink.connector.kafka.sink.KafkaRecordSerializationSchema; +import org.apache.flink.connector.kafka.sink.KafkaSink; +import org.apache.flink.connector.kinesis.sink.KinesisStreamsSink; +import org.apache.flink.connector.kinesis.sink.PartitionKeyGenerator; +import org.apache.flink.formats.json.JsonSerializationSchema; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.LocalStreamEnvironment; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.util.Preconditions; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.util.Map; +import java.util.Properties; + +/** + * A Flink application that generates random stock data using DataGeneratorSource + * and sends it to Kinesis Data Streams and/or Kafka as JSON based on configuration. + * At least one sink (KinesisSink or KafkaSink) must be configured. + * The generated data matches the schema used by the Python data generator. + */ +public class DataGeneratorJob { + private static final Logger LOG = LoggerFactory.getLogger(DataGeneratorJob.class); + + // Name of the local JSON resource with the application properties in the same format as they are received from the Amazon Managed Service for Apache Flink runtime + private static final String LOCAL_APPLICATION_PROPERTIES_RESOURCE = "flink-application-properties-dev.json"; + + // Default values for configuration + private static final int DEFAULT_RECORDS_PER_SECOND = 10; + + private static boolean isLocal(StreamExecutionEnvironment env) { + return env instanceof LocalStreamEnvironment; + } + + /** + * Load application properties from Amazon Managed Service for Apache Flink runtime or from a local resource, when the environment is local + */ + private static Map loadApplicationProperties(StreamExecutionEnvironment env) throws IOException { + if (isLocal(env)) { + LOG.info("Loading application properties from '{}'", LOCAL_APPLICATION_PROPERTIES_RESOURCE); + return KinesisAnalyticsRuntime.getApplicationProperties( + DataGeneratorJob.class.getClassLoader() + .getResource(LOCAL_APPLICATION_PROPERTIES_RESOURCE).getPath()); + } else { + LOG.info("Loading application properties from Amazon Managed Service for Apache Flink"); + return KinesisAnalyticsRuntime.getApplicationProperties(); + } + } + + /** + * Create a DataGeneratorSource with configurable rate from DataGen properties + * + * @param dataGenProperties Properties from the "DataGen" property group + * @param generatorFunction The generator function to use for data generation + * @param typeInformation Type information for the generated data type + * @param The type of data to generate + * @return Configured DataGeneratorSource + */ + private static DataGeneratorSource createDataGeneratorSource( + Properties dataGenProperties, + GeneratorFunction generatorFunction, + TypeInformation typeInformation) { + + int recordsPerSecond; + if (dataGenProperties != null) { + String recordsPerSecondStr = dataGenProperties.getProperty("records.per.second"); + if (recordsPerSecondStr != null && !recordsPerSecondStr.trim().isEmpty()) { + try { + recordsPerSecond = Integer.parseInt(recordsPerSecondStr.trim()); + } catch (NumberFormatException e) { + LOG.error("Invalid records.per.second value: '{}'. Must be a valid integer. ", recordsPerSecondStr); + throw e; + } + } else { + LOG.info("No records.per.second configured. Using default: {}", DEFAULT_RECORDS_PER_SECOND); + recordsPerSecond = DEFAULT_RECORDS_PER_SECOND; + } + } else { + LOG.info("No DataGen properties found. Using default records per second: {}", DEFAULT_RECORDS_PER_SECOND); + recordsPerSecond = DEFAULT_RECORDS_PER_SECOND; + } + + Preconditions.checkArgument(recordsPerSecond > 0, + "Invalid records.per.second value. Must be positive."); + + + return new DataGeneratorSource( + generatorFunction, + Long.MAX_VALUE, // Generate (practically) unlimited records + RateLimiterStrategy.perSecond(recordsPerSecond), // Configurable rate + typeInformation // Explicit type information + ); + } + + /** + * Create a Kinesis Sink + * + * @param outputProperties Properties from the "KinesisSink" property group + * @param serializationSchema Serialization schema + * @param partitionKeyGenerator Partition key generator + * @param The type of data to sink + * @return an instance of KinesisStreamsSink + */ + private static KinesisStreamsSink createKinesisSink(Properties outputProperties, final SerializationSchema serializationSchema, final PartitionKeyGenerator partitionKeyGenerator + ) { + final String outputStreamArn = outputProperties.getProperty("stream.arn"); + return KinesisStreamsSink.builder() + .setStreamArn(outputStreamArn) + .setKinesisClientProperties(outputProperties) + .setPartitionKeyGenerator(partitionKeyGenerator) + .setSerializationSchema(serializationSchema) + .setPartitionKeyGenerator(element -> String.valueOf(element.hashCode())) + .build(); + } + + /** + * Create a KafkaSink + * + * @param kafkaProperties Properties from the "KafkaSink" property group + * @param recordSerializationSchema Record serialization schema + * @param The type of data to sink + * @return an instance of KafkaSink + */ + private static KafkaSink createKafkaSink(Properties kafkaProperties, KafkaRecordSerializationSchema recordSerializationSchema) { + return KafkaSink.builder() + .setBootstrapServers(kafkaProperties.getProperty("bootstrap.servers")) + .setKafkaProducerConfig(kafkaProperties) + .setRecordSerializer(recordSerializationSchema) + .setDeliveryGuarantee(DeliveryGuarantee.AT_LEAST_ONCE) + .build(); + } + + public static void main(String[] args) throws Exception { + // Set up the streaming execution environment + final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); + + // Allows Flink to reuse objects across forwarded operators, as opposed to do a deep copy + // (this is safe because record objects are never mutated or passed by reference) + env.getConfig().enableObjectReuse(); + + LOG.info("Starting Flink Data Generator Job with conditional sinks"); + + // Load application properties + final Map applicationProperties = loadApplicationProperties(env); + LOG.info("Application properties: {}", applicationProperties); + + // Create a DataGeneratorSource that generates Stock objects using the generic method + DataGeneratorSource source = createDataGeneratorSource( + applicationProperties.get("DataGen"), + new StockPriceGeneratorFunction(), + TypeInformation.of(StockPrice.class) + ); + + // Create the data stream from the source + DataStream stockPricesStream = env.fromSource( + source, + WatermarkStrategy.noWatermarks(), + "Data Generator" + ).uid("data generator"); + + // Add a passthrough operator exposing basic metrics + var outputStream = stockPricesStream.map(new MetricEmitterNoOpMap<>()).uid("metric-emitter"); + + // Check if at least one sink is configured + Properties kinesisProperties = applicationProperties.get("KinesisSink"); + Properties kafkaProperties = applicationProperties.get("KafkaSink"); + boolean hasKinesisSink = kinesisProperties != null; + boolean hasKafkaSink = kafkaProperties != null; + + if (!hasKinesisSink && !hasKafkaSink) { + throw new IllegalArgumentException( + "At least one sink must be configured. Please provide either 'KinesisSink' or 'KafkaSink' configuration group."); + } + + // Create Kinesis sink with JSON serialization (only if configured) + if (hasKinesisSink) { + KinesisStreamsSink kinesisSink = createKinesisSink( + kinesisProperties, + // Serialize the Kinesis record as JSON + new JsonSerializationSchema<>(), + // shard by `ticker` + record -> String.valueOf(record.getTicker()) + ); + outputStream.sinkTo(kinesisSink).uid("kinesis-sink").disableChaining(); + LOG.info("Kinesis sink configured"); + } + + // Create Kafka sink with JSON serialization (only if configured) + if (hasKafkaSink) { + String kafkaTopic = Preconditions.checkNotNull(StringUtils.trimToNull(kafkaProperties.getProperty("topic")), "Kafka topic not defined"); + KafkaRecordSerializationSchema kafkaRecordSerializationSchema = + KafkaRecordSerializationSchema.builder() + .setTopic(kafkaTopic) + // Serialize the Kafka record value (payload) as JSON + .setValueSerializationSchema(new JsonSerializationSchema<>()) + // Partition by `ticker` + .setKeySerializationSchema(stock -> stock.getTicker().getBytes()) + .build(); + + KafkaSink kafkaSink = createKafkaSink(kafkaProperties, kafkaRecordSerializationSchema); + outputStream.sinkTo(kafkaSink).uid("kafka-sink").disableChaining(); + LOG.info("Kafka sink configured"); + } + + // Execute the job + env.execute("Flink Data Generator Job"); + } +} diff --git a/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/MetricEmitterNoOpMap.java b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/MetricEmitterNoOpMap.java new file mode 100644 index 0000000..c441b3b --- /dev/null +++ b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/MetricEmitterNoOpMap.java @@ -0,0 +1,52 @@ +package com.amazonaws.services.msf; + +import org.apache.flink.api.common.functions.OpenContext; +import org.apache.flink.api.common.functions.RichMapFunction; +import org.apache.flink.dropwizard.metrics.DropwizardMeterWrapper; +import org.apache.flink.metrics.Counter; +import org.apache.flink.metrics.Gauge; +import org.apache.flink.metrics.Meter; + +/** + * No-op Map function exposing 3 custom metrics: generatedRecordCount, generatedRecordRatePerParallelism, and taskParallelism. + * Note each subtask emits its own metrics. + */ +public class MetricEmitterNoOpMap extends RichMapFunction { + private transient Counter recordCounter; + private transient int taskParallelism = 0; + private transient Meter recordMeter; + + @Override + public void open(OpenContext openContext) throws Exception { + this.recordCounter = getRuntimeContext() + .getMetricGroup() + .addGroup("kinesisAnalytics") // Automatically export metric to CloudWatch + .counter("generatedRecordCount"); + + this.recordMeter = getRuntimeContext() + .getMetricGroup() + .addGroup("kinesisAnalytics") // Automatically export metric to CloudWatch + .meter("generatedRecordRatePerParallelism", new DropwizardMeterWrapper(new com.codahale.metrics.Meter())); + + getRuntimeContext() + .getMetricGroup() + .addGroup("kinesisAnalytics") // Automatically export metric to CloudWatch + .gauge("taskParallelism", new Gauge() { + @Override + public Integer getValue() { + return taskParallelism; + } + }); + + // Capture the task parallelism + taskParallelism = getRuntimeContext().getTaskInfo().getNumberOfParallelSubtasks(); + } + + @Override + public T map(T record) throws Exception { + recordCounter.inc(); + recordMeter.markEvent(); + + return record; + } +} diff --git a/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPrice.java b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPrice.java new file mode 100644 index 0000000..f159036 --- /dev/null +++ b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPrice.java @@ -0,0 +1,70 @@ +package com.amazonaws.services.msf.domain; + +import com.fasterxml.jackson.annotation.JsonProperty; + +import java.util.Objects; + +public class StockPrice { + // This annotation as well as the associated jackson2 import is needed to correctly map the JSON input key to the + // appropriate POJO property name to ensure event_time isn't missed in serialization and deserialization + @JsonProperty("event_time") + private String eventTime; + private String ticker; + private float price; + + public StockPrice() {} + + public StockPrice(String eventTime, String ticker, float price) { + this.eventTime = eventTime; + this.ticker = ticker; + this.price = price; + } + + public String getEventTime() { + return eventTime; + } + + public void setEventTime(String eventTime) { + this.eventTime = eventTime; + } + + public String getTicker() { + return ticker; + } + + public void setTicker(String ticker) { + this.ticker = ticker; + } + + public float getPrice() { + return price; + } + + public void setPrice(float price) { + this.price = price; + } + + @Override + public boolean equals(Object o) { + if (this == o) return true; + if (o == null || getClass() != o.getClass()) return false; + StockPrice stock = (StockPrice) o; + return Float.compare(stock.price, price) == 0 && + Objects.equals(eventTime, stock.eventTime) && + Objects.equals(ticker, stock.ticker); + } + + @Override + public int hashCode() { + return Objects.hash(eventTime, ticker, price); + } + + @Override + public String toString() { + return "Stock{" + + "event_time='" + eventTime + '\'' + + ", ticker='" + ticker + '\'' + + ", price=" + price + + '}'; + } +} diff --git a/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java new file mode 100644 index 0000000..cb32db2 --- /dev/null +++ b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java @@ -0,0 +1,59 @@ +package com.amazonaws.services.msf.domain; + +import org.apache.flink.connector.datagen.source.GeneratorFunction; + +import java.time.LocalDateTime; +import java.time.format.DateTimeFormatter; +import java.util.Random; + +/** + * Generator function that creates random Stock objects. + * Implements GeneratorFunction to work with DataGeneratorSource. + * + * Modify this class to generate a different record type + */ +public class StockPriceGeneratorFunction implements GeneratorFunction { + // Stock tickers to randomly choose from (same as Python data generator) + private static final String[] TICKERS = { + "AAPL", + "MSFT", + "AMZN", + "GOOGL", + "META", + "NVDA", + "TSLA", + "INTC", + "ADBE", + "NFLX", + "PYPL", + "CSCO", + "PEP", + "AVGO", + "AMD", + "COST", + "QCOM", + "AMGN", + "SBUX", + "BKNG" + }; + + // Random number generator + private static final Random RANDOM = new Random(); + + // Date formatter for ISO format timestamps + private static final DateTimeFormatter ISO_FORMATTER = DateTimeFormatter.ISO_LOCAL_DATE_TIME; + + @Override + public StockPrice map(Long value) throws Exception { + // Generate current timestamp in ISO format + String eventTime = LocalDateTime.now().format(ISO_FORMATTER); + + // Randomly select a ticker + String ticker = TICKERS[RANDOM.nextInt(TICKERS.length)]; + + // Generate random price between 0 and 100, rounded to 2 decimal places + float price = Math.round(RANDOM.nextFloat() * 100 * 100.0f) / 100.0f; + + return new StockPrice(eventTime, ticker, price); + } +} diff --git a/java/FlinkDataGenerator/src/main/resources/flink-application-properties-dev.json b/java/FlinkDataGenerator/src/main/resources/flink-application-properties-dev.json new file mode 100644 index 0000000..03a4ae1 --- /dev/null +++ b/java/FlinkDataGenerator/src/main/resources/flink-application-properties-dev.json @@ -0,0 +1,22 @@ +[ + { + "PropertyGroupId": "DataGen", + "PropertyMap": { + "records.per.second": "1000" + } + }, + { + "PropertyGroupId": "KinesisSink", + "PropertyMap": { + "stream.arn": "arn:aws:kinesis:eu-west-1::stream/FlinkDataGeneratorTestStream", + "aws.region": "eu-west-1" + } + }, + { + "PropertyGroupId": "KafkaSink-DISABLE", + "PropertyMap": { + "bootstrap.servers": "localhost:9092", + "topic": "stock-prices" + } + } +] diff --git a/java/FlinkDataGenerator/src/main/resources/log4j2.properties b/java/FlinkDataGenerator/src/main/resources/log4j2.properties new file mode 100644 index 0000000..9503413 --- /dev/null +++ b/java/FlinkDataGenerator/src/main/resources/log4j2.properties @@ -0,0 +1,16 @@ +# Set to debug or trace if log4j initialization is failing +status = warn + +# Name of the configuration +name = ConsoleLogConfigDemo + +# Console appender configuration +appender.console.type = Console +appender.console.name = consoleLogger +appender.console.layout.type = PatternLayout +appender.console.layout.pattern = %d{yyyy-MM-dd HH:mm:ss} %-5p %c{1}:%L - %m%n + +# Root logger level +rootLogger.level = info +# Root logger referring to console appender +rootLogger.appenderRef.stdout.ref = consoleLogger diff --git a/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/DataGeneratorJobTest.java b/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/DataGeneratorJobTest.java new file mode 100644 index 0000000..61cd802 --- /dev/null +++ b/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/DataGeneratorJobTest.java @@ -0,0 +1,150 @@ +package com.amazonaws.services.msf; + +import com.amazonaws.services.msf.domain.StockPrice; +import com.amazonaws.services.msf.domain.StockPriceGeneratorFunction; +import org.apache.flink.api.common.typeinfo.TypeInformation; +import org.apache.flink.connector.datagen.source.DataGeneratorSource; +import org.apache.flink.connector.datagen.source.GeneratorFunction; +import org.apache.flink.connector.kafka.sink.KafkaRecordSerializationSchema; +import org.apache.flink.connector.kafka.sink.KafkaSink; +import org.junit.Test; +import static org.junit.Assert.*; +import java.util.Properties; +import java.util.HashMap; +import java.util.Map; +import java.lang.reflect.Method; + +public class DataGeneratorJobTest { + + @Test + public void testCreateDataGeneratorSource() throws Exception { + // Use reflection to test the private createDataGeneratorSource method + Method createDataGeneratorSourceMethod = DataGeneratorJob.class.getDeclaredMethod( + "createDataGeneratorSource", Properties.class, GeneratorFunction.class, TypeInformation.class); + createDataGeneratorSourceMethod.setAccessible(true); + + // Test with valid configuration + Properties dataGenProps = new Properties(); + dataGenProps.setProperty("records.per.second", "15"); + + StockPriceGeneratorFunction generatorFunction = new StockPriceGeneratorFunction(); + TypeInformation typeInfo = TypeInformation.of(StockPrice.class); + + DataGeneratorSource source = (DataGeneratorSource) createDataGeneratorSourceMethod.invoke( + null, dataGenProps, generatorFunction, typeInfo); + + assertNotNull("DataGeneratorSource should not be null", source); + + // Test with null properties (should use default rate) + source = (DataGeneratorSource) createDataGeneratorSourceMethod.invoke( + null, null, generatorFunction, typeInfo); + + assertNotNull("DataGeneratorSource should not be null with null properties", source); + + // Test with empty properties (should use default rate) + Properties emptyProps = new Properties(); + source = (DataGeneratorSource) createDataGeneratorSourceMethod.invoke( + null, emptyProps, generatorFunction, typeInfo); + + assertNotNull("DataGeneratorSource should not be null with empty properties", source); + } + + @Test + public void testCreateKafkaSink() throws Exception { + // Use reflection to test the private createKafkaSink method + Method createKafkaSinkMethod = DataGeneratorJob.class.getDeclaredMethod( + "createKafkaSink", Properties.class, KafkaRecordSerializationSchema.class); + createKafkaSinkMethod.setAccessible(true); + + // Test with valid Kafka properties + Properties kafkaProps = new Properties(); + kafkaProps.setProperty("bootstrap.servers", "localhost:9092"); + kafkaProps.setProperty("topic", "test-topic"); + + // Create a mock KafkaRecordSerializationSchema + KafkaRecordSerializationSchema recordSerializationSchema = + KafkaRecordSerializationSchema.builder() + .setTopic("test-topic") + .setKeySerializationSchema(stock -> stock.getTicker().getBytes()) + .setValueSerializationSchema(new org.apache.flink.formats.json.JsonSerializationSchema<>()) + .build(); + + KafkaSink kafkaSink = (KafkaSink) createKafkaSinkMethod.invoke( + null, kafkaProps, recordSerializationSchema); + + assertNotNull("KafkaSink should not be null", kafkaSink); + } + + @Test + public void testKafkaPartitioningKey() { + // Test that ticker symbol can be used as Kafka partition key + StockPrice stock1 = new StockPrice("2024-01-15T10:30:45", "AAPL", 150.25f); + StockPrice stock2 = new StockPrice("2024-01-15T10:30:46", "MSFT", 200.50f); + + // Test that ticker can be converted to bytes for Kafka key + byte[] key1 = stock1.getTicker().getBytes(); + byte[] key2 = stock2.getTicker().getBytes(); + + assertNotNull("Kafka key should not be null", key1); + assertNotNull("Kafka key should not be null", key2); + assertTrue("Kafka key should not be empty", key1.length > 0); + assertTrue("Kafka key should not be empty", key2.length > 0); + + // Test that different tickers produce different keys + assertFalse("Different tickers should produce different keys", + java.util.Arrays.equals(key1, key2)); + + // Test that same ticker produces same key + StockPrice stock3 = new StockPrice("2024-01-15T10:30:47", "AAPL", 175.50f); + byte[] key3 = stock3.getTicker().getBytes(); + assertTrue("Same ticker should produce same key", + java.util.Arrays.equals(key1, key3)); + } + + @Test + public void testConditionalSinkValidation() { + // Test that the application validates sink configuration properly + Map appProperties = new HashMap<>(); + + // Test with no sinks configured - should be invalid + boolean hasKinesis = appProperties.get("KinesisSink") != null; + boolean hasKafka = appProperties.get("KafkaSink") != null; + assertFalse("Should not have Kinesis sink when not configured", hasKinesis); + assertFalse("Should not have Kafka sink when not configured", hasKafka); + assertTrue("Should require at least one sink", !hasKinesis && !hasKafka); + + // Test with only Kinesis configured - should be valid + Properties kinesisProps = new Properties(); + kinesisProps.setProperty("stream.arn", "test-arn"); + kinesisProps.setProperty("aws.region", "us-east-1"); + appProperties.put("KinesisSink", kinesisProps); + + hasKinesis = appProperties.get("KinesisSink") != null; + hasKafka = appProperties.get("KafkaSink") != null; + assertTrue("Should have Kinesis sink when configured", hasKinesis); + assertFalse("Should not have Kafka sink when not configured", hasKafka); + assertTrue("Should be valid with one sink", hasKinesis || hasKafka); + + // Test with only Kafka configured - should be valid + appProperties.clear(); + Properties kafkaProps = new Properties(); + kafkaProps.setProperty("bootstrap.servers", "localhost:9092"); + kafkaProps.setProperty("topic", "test-topic"); + appProperties.put("KafkaSink", kafkaProps); + + hasKinesis = appProperties.get("KinesisSink") != null; + hasKafka = appProperties.get("KafkaSink") != null; + assertFalse("Should not have Kinesis sink when not configured", hasKinesis); + assertTrue("Should have Kafka sink when configured", hasKafka); + assertTrue("Should be valid with one sink", hasKinesis || hasKafka); + + // Test with both configured - should be valid + appProperties.put("KinesisSink", kinesisProps); + + hasKinesis = appProperties.get("KinesisSink") != null; + hasKafka = appProperties.get("KafkaSink") != null; + assertTrue("Should have Kinesis sink when configured", hasKinesis); + assertTrue("Should have Kafka sink when configured", hasKafka); + assertTrue("Should be valid with both sinks", hasKinesis || hasKafka); + } +} diff --git a/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunctionTest.java b/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunctionTest.java new file mode 100644 index 0000000..a1dc83c --- /dev/null +++ b/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunctionTest.java @@ -0,0 +1,77 @@ +package com.amazonaws.services.msf.domain; + +import org.junit.Test; +import static org.junit.Assert.*; +import java.util.Arrays; +import java.util.List; + +public class StockPriceGeneratorFunctionTest { + private static final String[] TICKERS = { + "AAPL", + "MSFT", + "AMZN", + "GOOGL", + "META", + "NVDA", + "TSLA", + "INTC", + "ADBE", + "NFLX", + "PYPL", + "CSCO", + "PEP", + "AVGO", + "AMD", + "COST", + "QCOM", + "AMGN", + "SBUX", + "BKNG" + }; + + @Test + public void testStockGeneratorFunction() throws Exception { + StockPriceGeneratorFunction generator = new StockPriceGeneratorFunction(); + + // Generate a stock record + StockPrice stock = generator.map(1L); + + // Verify the stock is not null + assertNotNull(stock); + + // Verify event_time is not null and not empty + assertNotNull(stock.getEventTime()); + assertFalse(stock.getEventTime().isEmpty()); + + // Verify ticker is one of the expected values + List expectedTickers = Arrays.asList(TICKERS); + assertTrue("Ticker should be one of the expected values", + expectedTickers.contains(stock.getTicker())); + + // Verify price is within expected range (0 to 100) + assertTrue("Price should be >= 0", stock.getPrice() >= 0); + assertTrue("Price should be <= 100", stock.getPrice() <= 100); + + // Verify price has at most 2 decimal places + String priceStr = String.valueOf(stock.getPrice()); + int decimalIndex = priceStr.indexOf('.'); + if (decimalIndex != -1) { + int decimalPlaces = priceStr.length() - decimalIndex - 1; + assertTrue("Price should have at most 2 decimal places", decimalPlaces <= 2); + } + } + + @Test + public void testMultipleGenerations() throws Exception { + StockPriceGeneratorFunction generator = new StockPriceGeneratorFunction(); + + // Generate multiple records to ensure randomness + for (int i = 0; i < 10; i++) { + StockPrice stock = generator.map((long) i); + assertNotNull(stock); + assertNotNull(stock.getEventTime()); + assertNotNull(stock.getTicker()); + assertTrue(stock.getPrice() >= 0 && stock.getPrice() <= 100); + } + } +} diff --git a/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceTest.java b/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceTest.java new file mode 100644 index 0000000..32f6c13 --- /dev/null +++ b/java/FlinkDataGenerator/src/test/java/com/amazonaws/services/msf/domain/StockPriceTest.java @@ -0,0 +1,64 @@ +package com.amazonaws.services.msf.domain; + +import org.junit.Test; +import static org.junit.Assert.*; + +public class StockPriceTest { + + @Test + public void testStockCreation() { + StockPrice stock = new StockPrice("2024-01-15T10:30:45", "AAPL", 150.25f); + + assertEquals("2024-01-15T10:30:45", stock.getEventTime()); + assertEquals("AAPL", stock.getTicker()); + assertEquals(150.25f, stock.getPrice(), 0.001); + } + + @Test + public void testStockToString() { + StockPrice stock = new StockPrice("2024-01-15T10:30:45", "AAPL", 150.25f); + String expected = "Stock{event_time='2024-01-15T10:30:45', ticker='AAPL', price=150.25}"; + assertEquals(expected, stock.toString()); + } + + @Test + public void testStockSetters() { + StockPrice stock = new StockPrice(); + stock.setEventTime("2024-01-15T10:30:45"); + stock.setTicker("MSFT"); + stock.setPrice(200.50f); + + assertEquals("2024-01-15T10:30:45", stock.getEventTime()); + assertEquals("MSFT", stock.getTicker()); + assertEquals(200.50f, stock.getPrice(), 0.001); + } + + @Test + public void testStockHashCodeForPartitioning() { + // Create test stock objects + StockPrice stock1 = new StockPrice("2024-01-15T10:30:45", "AAPL", 150.25f); + StockPrice stock2 = new StockPrice("2024-01-15T10:30:46", "MSFT", 200.50f); + StockPrice stock3 = new StockPrice("2024-01-15T10:30:45", "AAPL", 150.25f); // Same as stock1 + + // Test that hashCode is consistent for equal objects + assertEquals("Equal stock objects should have same hashCode", + stock1.hashCode(), stock3.hashCode()); + + // Test that equals works correctly + assertEquals("Same stock objects should be equal", stock1, stock3); + assertNotEquals("Different stock objects should not be equal", stock1, stock2); + + // Test that different stocks likely have different hashCodes + assertNotEquals("Different stock objects should likely have different hashCodes", + stock1.hashCode(), stock2.hashCode()); + + // Test that hashCode can be used as partition key (should not throw exception) + String partitionKey1 = String.valueOf(stock1.hashCode()); + String partitionKey2 = String.valueOf(stock2.hashCode()); + + assertNotNull("Partition key should not be null", partitionKey1); + assertNotNull("Partition key should not be null", partitionKey2); + assertFalse("Partition key should not be empty", partitionKey1.isEmpty()); + assertFalse("Partition key should not be empty", partitionKey2.isEmpty()); + } +} diff --git a/java/FlinkDataGenerator/src/test/resources/flink-application-properties-kafka-only.json b/java/FlinkDataGenerator/src/test/resources/flink-application-properties-kafka-only.json new file mode 100644 index 0000000..477b711 --- /dev/null +++ b/java/FlinkDataGenerator/src/test/resources/flink-application-properties-kafka-only.json @@ -0,0 +1,15 @@ +[ + { + "PropertyGroupId": "DataGen", + "PropertyMap": { + "records.per.second": "5" + } + }, + { + "PropertyGroupId": "KafkaSink", + "PropertyMap": { + "bootstrap.servers": "localhost:9092", + "topic": "test-topic" + } + } +] diff --git a/java/FlinkDataGenerator/src/test/resources/flink-application-properties-kinesis-only.json b/java/FlinkDataGenerator/src/test/resources/flink-application-properties-kinesis-only.json new file mode 100644 index 0000000..7cea8f4 --- /dev/null +++ b/java/FlinkDataGenerator/src/test/resources/flink-application-properties-kinesis-only.json @@ -0,0 +1,15 @@ +[ + { + "PropertyGroupId": "DataGen", + "PropertyMap": { + "records.per.second": "5" + } + }, + { + "PropertyGroupId": "KinesisSink", + "PropertyMap": { + "stream.arn": "arn:aws:kinesis:us-east-1:123456789012:stream/test-stream", + "aws.region": "us-east-1" + } + } +] diff --git a/java/FlinkDataGenerator/src/test/resources/flink-application-properties-no-sinks.json b/java/FlinkDataGenerator/src/test/resources/flink-application-properties-no-sinks.json new file mode 100644 index 0000000..d44e034 --- /dev/null +++ b/java/FlinkDataGenerator/src/test/resources/flink-application-properties-no-sinks.json @@ -0,0 +1,8 @@ +[ + { + "PropertyGroupId": "DataGen", + "PropertyMap": { + "records.per.second": "5" + } + } +] diff --git a/java/FlinkDataGenerator/tools/dashboard-cfn.yaml b/java/FlinkDataGenerator/tools/dashboard-cfn.yaml new file mode 100644 index 0000000..8097940 --- /dev/null +++ b/java/FlinkDataGenerator/tools/dashboard-cfn.yaml @@ -0,0 +1,578 @@ +AWSTemplateFormatVersion: '2010-09-09' +Description: 'CloudWatch Dashboard for Flink Data Generator with conditional Kinesis and Kafka widgets' + +Metadata: + AWS::CloudFormation::Interface: + ParameterGroups: + - Label: + default: "Dashboard Configuration" + Parameters: + - DashboardName + - Application + - Region + - Label: + default: "Kinesis Configuration" + Parameters: + - StreamName + - Label: + default: "MSK Configuration" + Parameters: + - ClusterName + - Topic + ParameterLabels: + DashboardName: + default: "Dashboard Name" + Application: + default: "Application Name" + Region: + default: "AWS Region" + StreamName: + default: "Kinesis Stream Name" + ClusterName: + default: "MSK Cluster Name" + Topic: + default: "Kafka Topic Name" + +Parameters: + DashboardName: + Type: String + Default: FlinkDataGenerator + Description: Name of the CloudWatch Dashboard + + Application: + Type: String + Default: FlinkDataGenerator + Description: Name of the Flink application + + Region: + Type: String + Default: eu-west-1 + Description: AWS region where resources are deployed + AllowedValues: + - us-east-1 + - us-east-2 + - us-west-1 + - us-west-2 + - eu-west-1 + - eu-west-2 + - eu-west-3 + - eu-central-1 + - ap-northeast-1 + - ap-northeast-2 + - ap-southeast-1 + - ap-southeast-2 + - ap-south-1 + - sa-east-1 + + StreamName: + Type: String + Default: '' + Description: Name of the Kinesis Data Stream (leave empty to skip Kinesis widget) + + ClusterName: + Type: String + Default: '' + Description: Name of the MSK (Kafka) cluster (leave empty to skip Kafka widget) + + Topic: + Type: String + Default: '' + Description: Name of the Kafka topic (leave empty to skip Kafka widget) + +Conditions: + HasKafkaConfig: !And + - !Not [!Equals [!Ref ClusterName, '']] + - !Not [!Equals [!Ref Topic, '']] + + HasKinesisConfig: !Not [!Equals [!Ref StreamName, '']] + + HasBothSinks: !And + - !Condition HasKafkaConfig + - !Condition HasKinesisConfig + + HasOnlyKafka: !And + - !Condition HasKafkaConfig + - !Not [!Condition HasKinesisConfig] + + HasOnlyKinesis: !And + - !Condition HasKinesisConfig + - !Not [!Condition HasKafkaConfig] + +Resources: + # Dashboard with both Kafka and Kinesis widgets + DashboardWithBothSinks: + Type: AWS::CloudWatch::Dashboard + Condition: HasBothSinks + Properties: + DashboardName: !Ref DashboardName + DashboardBody: !Sub | + { + "widgets": [ + { + "type": "metric", + "x": 0, + "y": 0, + "width": 8, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m1 / 4", "label": "globalGeneratedRecordCount", "id": "e1", "region": "${Region}"}], + [{"expression": "m2 * m3", "label": "globalGeneratedRecordsPerSec", "id": "e2", "yAxis": "right", "region": "${Region}"}], + ["AWS/KinesisAnalytics", "generatedRecordCount", "Application", "${Application}", {"stat": "Sum", "id": "m1", "visible": false, "region": "${Region}"}], + [".", "generatedRecordRatePerParallelism", ".", ".", {"id": "m2", "visible": false, "region": "${Region}"}], + [".", "taskParallelism", ".", ".", {"id": "m3", "visible": false, "region": "${Region}"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Average", + "period": 60, + "title": "Data Generator", + "yAxis": { + "left": {"label": "Record count", "showUnits": false}, + "right": {"label": "Record/sec", "showUnits": false} + } + } + }, + { + "type": "metric", + "x": 8, + "y": 0, + "width": 8, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m1+m2+m3+m4+m5+m6", "label": "Total bytesInPerSec", "id": "e1", "yAxis": "right", "region": "${Region}"}], + ["AWS/Kafka", "BytesInPerSec", "Cluster Name", "${ClusterName}", "Broker ID", "1", "Topic", "${Topic}", {"yAxis": "right", "region": "${Region}", "id": "m1", "visible": false}], + ["...", "2", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m2", "visible": false}], + ["...", "3", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m3", "visible": false}], + ["...", "4", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m4", "visible": false}], + ["...", "5", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m5", "visible": false}], + ["...", "6", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m6", "visible": false}], + [{"expression": "m7+m8+m9+m10+m11+m12", "label": "Total MessagesInPerSec", "id": "e2", "region": "${Region}", "color": "#aec7e8"}], + ["AWS/Kafka", "MessagesInPerSec", "Cluster Name", "${ClusterName}", "Broker ID", "1", "Topic", "${Topic}", {"region": "${Region}", "id": "m7", "visible": false}], + ["...", "2", ".", ".", {"region": "${Region}", "id": "m8", "visible": false}], + ["...", "3", ".", ".", {"region": "${Region}", "id": "m9", "visible": false}], + ["...", "4", ".", ".", {"region": "${Region}", "id": "m10", "visible": false}], + ["...", "5", ".", ".", {"region": "${Region}", "id": "m11", "visible": false}], + ["...", "6", ".", ".", {"region": "${Region}", "id": "m12", "visible": false}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "period": 60, + "yAxis": { + "left": {"label": "Messages/Sec", "showUnits": false, "min": 0}, + "right": {"label": "Bytes/Sec", "showUnits": false, "min": 0} + }, + "title": "Kafka output", + "stat": "Average" + } + }, + { + "type": "metric", + "x": 16, + "y": 0, + "width": 8, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m3 / 60", "label": "PublishedRecordsPerSec", "id": "e1", "yAxis": "right"}], + ["AWS/Kinesis", "PutRecords.ThrottledRecords", "StreamName", "${StreamName}", {"region": "${Region}", "id": "m1"}], + [".", "WriteProvisionedThroughputExceeded", ".", ".", {"id": "m2", "region": "${Region}", "stat": "Average"}], + [".", "IncomingRecords", ".", ".", {"id": "m3", "region": "${Region}", "yAxis": "right", "stat": "Sum", "visible": false}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Maximum", + "period": 60, + "yAxis": { + "left": {"label": "Throttling", "showUnits": false, "min": 0}, + "right": {"label": "Records/sec", "showUnits": false, "min": 0} + }, + "title": "Kinesis Data Stream output" + } + }, + { + "type": "metric", + "x": 0, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "metrics": [ + ["AWS/KinesisAnalytics", "containerMemoryUtilization", "Application", "${Application}", {"region": "${Region}", "label": "containerMemoryUtilization", "id": "m1"}], + [".", "containerCPUUtilization", ".", ".", {"yAxis": "right", "region": "${Region}", "label": "containerCPUUtilization", "id": "m2"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "title": "Generator resource utilization", + "stat": "Average", + "period": 60, + "yAxis": { + "left": {"label": "Mem (%)", "showUnits": false, "min": 0, "max": 100}, + "right": {"label": "CPU (%)", "showUnits": false, "min": 0, "max": 100} + }, + "annotations": { + "horizontal": [{"label": "Threshold", "value": 90}] + } + } + }, + { + "type": "metric", + "x": 8, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "view": "timeSeries", + "stacked": false, + "metrics": [ + ["AWS/KinesisAnalytics", "busyTimeMsPerSecond", "Application", "${Application}", {"region": "${Region}"}], + [".", "backPressuredTimeMsPerSecond", ".", ".", {"region": "${Region}"}], + [".", "idleTimeMsPerSecond", ".", ".", {"region": "${Region}"}] + ], + "region": "${Region}", + "title": "Generator application busy-ness", + "yAxis": { + "left": {"label": "1/1000", "showUnits": false, "min": 0, "max": 1000}, + "right": {"label": ""} + }, + "period": 300, + "liveData": true + } + }, + { + "type": "metric", + "x": 16, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "metrics": [ + ["AWS/KinesisAnalytics", "uptime", "Application", "${Application}", {"region": "${Region}"}], + [".", "fullRestarts", ".", ".", {"yAxis": "right", "region": "${Region}"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Maximum", + "period": 60, + "title": "Generator uptime and restart" + } + } + ] + } + # Dashboard with only Kafka widget + DashboardWithKafkaOnly: + Type: AWS::CloudWatch::Dashboard + Condition: HasOnlyKafka + Properties: + DashboardName: !Ref DashboardName + DashboardBody: !Sub | + { + "widgets": [ + { + "type": "metric", + "x": 0, + "y": 0, + "width": 12, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m1 / 4", "label": "globalGeneratedRecordCount", "id": "e1", "region": "${Region}"}], + [{"expression": "m2 * m3", "label": "globalGeneratedRecordsPerSec", "id": "e2", "yAxis": "right", "region": "${Region}"}], + ["AWS/KinesisAnalytics", "generatedRecordCount", "Application", "${Application}", {"stat": "Sum", "id": "m1", "visible": false, "region": "${Region}"}], + [".", "generatedRecordRatePerParallelism", ".", ".", {"id": "m2", "visible": false, "region": "${Region}"}], + [".", "taskParallelism", ".", ".", {"id": "m3", "visible": false, "region": "${Region}"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Average", + "period": 60, + "title": "Data Generator", + "yAxis": { + "left": {"label": "Record count", "showUnits": false}, + "right": {"label": "Record/sec", "showUnits": false} + } + } + }, + { + "type": "metric", + "x": 12, + "y": 0, + "width": 12, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m1+m2+m3+m4+m5+m6", "label": "Total bytesInPerSec", "id": "e1", "yAxis": "right", "region": "${Region}"}], + ["AWS/Kafka", "BytesInPerSec", "Cluster Name", "${ClusterName}", "Broker ID", "1", "Topic", "${Topic}", {"yAxis": "right", "region": "${Region}", "id": "m1", "visible": false}], + ["...", "2", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m2", "visible": false}], + ["...", "3", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m3", "visible": false}], + ["...", "4", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m4", "visible": false}], + ["...", "5", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m5", "visible": false}], + ["...", "6", ".", ".", {"yAxis": "right", "region": "${Region}", "id": "m6", "visible": false}], + [{"expression": "m7+m8+m9+m10+m11+m12", "label": "Total MessagesInPerSec", "id": "e2", "region": "${Region}", "color": "#aec7e8"}], + ["AWS/Kafka", "MessagesInPerSec", "Cluster Name", "${ClusterName}", "Broker ID", "1", "Topic", "${Topic}", {"region": "${Region}", "id": "m7", "visible": false}], + ["...", "2", ".", ".", {"region": "${Region}", "id": "m8", "visible": false}], + ["...", "3", ".", ".", {"region": "${Region}", "id": "m9", "visible": false}], + ["...", "4", ".", ".", {"region": "${Region}", "id": "m10", "visible": false}], + ["...", "5", ".", ".", {"region": "${Region}", "id": "m11", "visible": false}], + ["...", "6", ".", ".", {"region": "${Region}", "id": "m12", "visible": false}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "period": 60, + "yAxis": { + "left": {"label": "Messages/Sec", "showUnits": false, "min": 0}, + "right": {"label": "Bytes/Sec", "showUnits": false, "min": 0} + }, + "title": "Kafka output", + "stat": "Average" + } + }, + { + "type": "metric", + "x": 0, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "metrics": [ + ["AWS/KinesisAnalytics", "containerMemoryUtilization", "Application", "${Application}", {"region": "${Region}", "label": "containerMemoryUtilization", "id": "m1"}], + [".", "containerCPUUtilization", ".", ".", {"yAxis": "right", "region": "${Region}", "label": "containerCPUUtilization", "id": "m2"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "title": "Generator resource utilization", + "stat": "Average", + "period": 60, + "yAxis": { + "left": {"label": "Mem (%)", "showUnits": false, "min": 0, "max": 100}, + "right": {"label": "CPU (%)", "showUnits": false, "min": 0, "max": 100} + }, + "annotations": { + "horizontal": [{"label": "Threshold", "value": 90}] + } + } + }, + { + "type": "metric", + "x": 8, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "view": "timeSeries", + "stacked": false, + "metrics": [ + ["AWS/KinesisAnalytics", "busyTimeMsPerSecond", "Application", "${Application}", {"region": "${Region}"}], + [".", "backPressuredTimeMsPerSecond", ".", ".", {"region": "${Region}"}], + [".", "idleTimeMsPerSecond", ".", ".", {"region": "${Region}"}] + ], + "region": "${Region}", + "title": "Generator application busy-ness", + "yAxis": { + "left": {"label": "1/1000", "showUnits": false, "min": 0, "max": 1000}, + "right": {"label": ""} + }, + "period": 300, + "liveData": true + } + }, + { + "type": "metric", + "x": 16, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "metrics": [ + ["AWS/KinesisAnalytics", "uptime", "Application", "${Application}", {"region": "${Region}"}], + [".", "fullRestarts", ".", ".", {"yAxis": "right", "region": "${Region}"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Maximum", + "period": 60, + "title": "Generator uptime and restart" + } + } + ] + } + # Dashboard with only Kinesis widget + DashboardWithKinesisOnly: + Type: AWS::CloudWatch::Dashboard + Condition: HasOnlyKinesis + Properties: + DashboardName: !Ref DashboardName + DashboardBody: !Sub | + { + "widgets": [ + { + "type": "metric", + "x": 0, + "y": 0, + "width": 12, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m1 / 4", "label": "globalGeneratedRecordCount", "id": "e1", "region": "${Region}"}], + [{"expression": "m2 * m3", "label": "globalGeneratedRecordsPerSec", "id": "e2", "yAxis": "right", "region": "${Region}"}], + ["AWS/KinesisAnalytics", "generatedRecordCount", "Application", "${Application}", {"stat": "Sum", "id": "m1", "visible": false, "region": "${Region}"}], + [".", "generatedRecordRatePerParallelism", ".", ".", {"id": "m2", "visible": false, "region": "${Region}"}], + [".", "taskParallelism", ".", ".", {"id": "m3", "visible": false, "region": "${Region}"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Average", + "period": 60, + "title": "Data Generator", + "yAxis": { + "left": {"label": "Record count", "showUnits": false}, + "right": {"label": "Record/sec", "showUnits": false} + } + } + }, + { + "type": "metric", + "x": 12, + "y": 0, + "width": 12, + "height": 6, + "properties": { + "metrics": [ + [{"expression": "m3 / 60", "label": "PublishedRecordsPerSec", "id": "e1", "yAxis": "right"}], + ["AWS/Kinesis", "PutRecords.ThrottledRecords", "StreamName", "${StreamName}", {"region": "${Region}", "id": "m1"}], + [".", "WriteProvisionedThroughputExceeded", ".", ".", {"id": "m2", "region": "${Region}", "stat": "Average"}], + [".", "IncomingRecords", ".", ".", {"id": "m3", "region": "${Region}", "yAxis": "right", "stat": "Sum", "visible": false}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Maximum", + "period": 60, + "yAxis": { + "left": {"label": "Throttling", "showUnits": false, "min": 0}, + "right": {"label": "Records/sec", "showUnits": false, "min": 0} + }, + "title": "Kinesis Data Stream output" + } + }, + { + "type": "metric", + "x": 0, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "metrics": [ + ["AWS/KinesisAnalytics", "containerMemoryUtilization", "Application", "${Application}", {"region": "${Region}", "label": "containerMemoryUtilization", "id": "m1"}], + [".", "containerCPUUtilization", ".", ".", {"yAxis": "right", "region": "${Region}", "label": "containerCPUUtilization", "id": "m2"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "title": "Generator resource utilization", + "stat": "Average", + "period": 60, + "yAxis": { + "left": {"label": "Mem (%)", "showUnits": false, "min": 0, "max": 100}, + "right": {"label": "CPU (%)", "showUnits": false, "min": 0, "max": 100} + }, + "annotations": { + "horizontal": [{"label": "Threshold", "value": 90}] + } + } + }, + { + "type": "metric", + "x": 8, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "view": "timeSeries", + "stacked": false, + "metrics": [ + ["AWS/KinesisAnalytics", "busyTimeMsPerSecond", "Application", "${Application}", {"region": "${Region}"}], + [".", "backPressuredTimeMsPerSecond", ".", ".", {"region": "${Region}"}], + [".", "idleTimeMsPerSecond", ".", ".", {"region": "${Region}"}] + ], + "region": "${Region}", + "title": "Generator application busy-ness", + "yAxis": { + "left": {"label": "1/1000", "showUnits": false, "min": 0, "max": 1000}, + "right": {"label": ""} + }, + "period": 300, + "liveData": true + } + }, + { + "type": "metric", + "x": 16, + "y": 6, + "width": 8, + "height": 5, + "properties": { + "metrics": [ + ["AWS/KinesisAnalytics", "uptime", "Application", "${Application}", {"region": "${Region}"}], + [".", "fullRestarts", ".", ".", {"yAxis": "right", "region": "${Region}"}] + ], + "view": "timeSeries", + "stacked": false, + "region": "${Region}", + "stat": "Maximum", + "period": 60, + "title": "Generator uptime and restart" + } + } + ] + } +Outputs: + DashboardName: + Description: Name of the created CloudWatch Dashboard + Value: !If + - HasBothSinks + - !Ref DashboardWithBothSinks + - !If + - HasOnlyKafka + - !Ref DashboardWithKafkaOnly + - !If + - HasOnlyKinesis + - !Ref DashboardWithKinesisOnly + - 'No dashboard created - missing required parameters' + + DashboardURL: + Description: URL to access the CloudWatch Dashboard + Value: !If + - HasBothSinks + - !Sub 'https://${Region}.console.aws.amazon.com/cloudwatch/home?region=${Region}#dashboards:name=${DashboardName}' + - !If + - HasOnlyKafka + - !Sub 'https://${Region}.console.aws.amazon.com/cloudwatch/home?region=${Region}#dashboards:name=${DashboardName}' + - !If + - HasOnlyKinesis + - !Sub 'https://${Region}.console.aws.amazon.com/cloudwatch/home?region=${Region}#dashboards:name=${DashboardName}' + - 'No dashboard URL - missing required parameters' + + ConfigurationSummary: + Description: Summary of the dashboard configuration + Value: !If + - HasBothSinks + - 'Dashboard created with both Kafka and Kinesis widgets' + - !If + - HasOnlyKafka + - 'Dashboard created with Kafka widget only' + - !If + - HasOnlyKinesis + - 'Dashboard created with Kinesis widget only' + - 'No dashboard created - ClusterName+Topic or StreamName required' diff --git a/java/pom.xml b/java/pom.xml index 877b596..344a44d 100644 --- a/java/pom.xml +++ b/java/pom.xml @@ -43,5 +43,6 @@ S3AvroSink S3AvroSource FlinkCDC/FlinkCDCSQLServerSource + FlinkDataGenerator \ No newline at end of file From ae3dc61fce9d5d250d92931b3848b5ac022e12a5 Mon Sep 17 00:00:00 2001 From: Lorenzo Nicora Date: Wed, 2 Jul 2025 10:42:30 +0100 Subject: [PATCH 2/2] Fix partitioning --- java/FlinkDataGenerator/README.md | 15 ++++++++++----- .../amazonaws/services/msf/DataGeneratorJob.java | 15 +++++++++------ 2 files changed, 19 insertions(+), 11 deletions(-) diff --git a/java/FlinkDataGenerator/README.md b/java/FlinkDataGenerator/README.md index 5de0c64..84376f9 100644 --- a/java/FlinkDataGenerator/README.md +++ b/java/FlinkDataGenerator/README.md @@ -35,7 +35,7 @@ The data generator application must be able to write to the Kinesis Stream or th ### Runtime configuration The application reads the runtime configuration from the Runtime Properties, when running on Amazon Managed Service for Apache Flink, -or, when running locally, from the [`src/main/resources/flink-application-properties-dev.json`](src/main/resources/flink-application-properties-dev.json) file located in the resources folder. +or, when running locally, from the [`src/main/resources/flink-application-properties-dev.json`](src/main/resources/flink-application-properties-dev.json) file. All parameters are case-sensitive. The presence of the configuration group `KafkaSink` enables the Kafka sink. @@ -83,6 +83,13 @@ The data generation can be easily customized to match your specific records, mod * The class [StockPriceGeneratorFunction](src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java) contains the logic for generating each record. +### Partitioning + +Records published in Kinesis or Kafka are partitioned by the `ticker` field. + +If you customize the data object you also need to modify the `PartitionKeyGenerator` and `SerializationSchema` +extracting the key in the Kinesis and Kafka sink respectively. + ## Using the data generator for load testing This application can be used to load test other applications. @@ -132,8 +139,6 @@ When creating the CloudFormation stack you need to provide: ### Known limitations and possible extensions -* The data generator only writes JSON, to MSK or Kinesis. -* To support a record different from `StockPrice` you have to customize the [StockPrice](src/main/java/com/amazonaws/services/msf/domain/StockPrice.java) record class - and the function generating data [StockPriceGeneratorFunction](src/main/java/com/amazonaws/services/msf/domain/StockPriceGeneratorFunction.java). +* Only JSON serialization is supported. * Data generation is stateless. The logic generating each record does not know about other records previously generated. -* The generator only supports fixed rate. No ramp up or ramp down. +* Fixed record rate only. No ramp up or ramp down. diff --git a/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java index 15b7247..d41161f 100644 --- a/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java +++ b/java/FlinkDataGenerator/src/main/java/com/amazonaws/services/msf/DataGeneratorJob.java @@ -121,9 +121,8 @@ private static KinesisStreamsSink createKinesisSink(Properties outputProp return KinesisStreamsSink.builder() .setStreamArn(outputStreamArn) .setKinesisClientProperties(outputProperties) - .setPartitionKeyGenerator(partitionKeyGenerator) .setSerializationSchema(serializationSchema) - .setPartitionKeyGenerator(element -> String.valueOf(element.hashCode())) + .setPartitionKeyGenerator(partitionKeyGenerator) .build(); } @@ -175,6 +174,7 @@ public static void main(String[] args) throws Exception { // Add a passthrough operator exposing basic metrics var outputStream = stockPricesStream.map(new MetricEmitterNoOpMap<>()).uid("metric-emitter"); + // Check if at least one sink is configured Properties kinesisProperties = applicationProperties.get("KinesisSink"); Properties kafkaProperties = applicationProperties.get("KafkaSink"); @@ -188,12 +188,13 @@ public static void main(String[] args) throws Exception { // Create Kinesis sink with JSON serialization (only if configured) if (hasKinesisSink) { + PartitionKeyGenerator partitionKeyGenerator = (record) -> String.valueOf(record.getTicker()); KinesisStreamsSink kinesisSink = createKinesisSink( kinesisProperties, // Serialize the Kinesis record as JSON new JsonSerializationSchema<>(), - // shard by `ticker` - record -> String.valueOf(record.getTicker()) + // Shard by `ticker` + partitionKeyGenerator ); outputStream.sinkTo(kinesisSink).uid("kinesis-sink").disableChaining(); LOG.info("Kinesis sink configured"); @@ -202,13 +203,15 @@ record -> String.valueOf(record.getTicker()) // Create Kafka sink with JSON serialization (only if configured) if (hasKafkaSink) { String kafkaTopic = Preconditions.checkNotNull(StringUtils.trimToNull(kafkaProperties.getProperty("topic")), "Kafka topic not defined"); + SerializationSchema valueSerializationSchema = new JsonSerializationSchema<>(); + SerializationSchema keySerializationSchema = (stockPrice) -> stockPrice.getTicker().getBytes(); KafkaRecordSerializationSchema kafkaRecordSerializationSchema = KafkaRecordSerializationSchema.builder() .setTopic(kafkaTopic) // Serialize the Kafka record value (payload) as JSON - .setValueSerializationSchema(new JsonSerializationSchema<>()) + .setValueSerializationSchema(valueSerializationSchema) // Partition by `ticker` - .setKeySerializationSchema(stock -> stock.getTicker().getBytes()) + .setKeySerializationSchema(keySerializationSchema) .build(); KafkaSink kafkaSink = createKafkaSink(kafkaProperties, kafkaRecordSerializationSchema);