tag:blogger.com,1999:blog-3419795783303873322024-03-13T10:40:07.513-07:00Arthur's Programming NotesJust a place I can put all my notes about programming.Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.comBlogger50125tag:blogger.com,1999:blog-341979578330387332.post-39465765560551331342020-06-05T09:56:00.000-07:002020-06-05T09:56:17.541-07:00using load in Jenkins Pipeline with multiple instancesThe proper solution is likely to use Shared Library. But I don't have it setup and don't wanted to set that up just for a few functions.<br />
<br />
OK, now we get that out of the way, let's look at the following example<br />
<br />
<blockquote class="tr_bq">
fun = load scripts/fun.groovy<br />
fun.play</blockquote>
and in fun.groovy, we have<br />
<blockquote class="tr_bq">
<br />
def play() {<br />
sh "echo play" <br />
}<br />
<br />
return this</blockquote>
now if we want to add a variable so we can have different kind of "fun"<br />
<blockquote class="tr_bq">
<br />
def type<br />
def play() {<br />
sh "echo playing $type"<br />
} <br />
def setType(string _type) {<br />
type = _type <br />
}<br />
return this</blockquote>
i was hoping i can load "fun.groovy" twice,<br />
<br />
<br />
<br />
<blockquote class="tr_bq">
fun = load scripts/fun.groovy<br />
fun.setType('basketball')<br />
more_fun = load scripts/fun.groovy<br />
more_fun.setType('ping pong') <br />
fun.play <br />
more_fun.play </blockquote>
i ended up getting<br />
<br />
<blockquote class="tr_bq">
play ping pong<br />
play ping pong</blockquote>
apparently there's only one instance loaded. to get around that, i then try<br />
<br />
<blockquote class="tr_bq">
class FUN {<br />
def type<br />
def dsl <br />
def play() {<br />
dsl.sh "echo play $type"<br />
}<br />
FUN(_dsl, string _type) {<br />
type = _type<br />
dsl = _dsl <br />
}<br />
}<br />
def getFun(dsl,type) {<br />
return new FUN(dsl,type)<br />
}<br />
return this</blockquote>
so we can now do this<br />
<br />
<blockquote class="tr_bq">
fun = load scripts/fun.groovy<br />
basketball = fun.getFun(this,'basketball')<br />
pingpong = fun.getFun(this,'ping pong')<br />
basketball.play<br />
pingpong.play</blockquote>
now we'll get<br />
<br />
<blockquote class="tr_bq">
play basketball<br />play ping pong</blockquote>
note that i've pass in "this" from the pipeline to the FUN class. The reason is the FUN class is no longer in the pipeline scope. To use any features/functions from the pipeline, we'll have to reference the pipeline object.<br />
<br />
<br />
<br />
<br />Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-48118623062593136342019-10-24T20:17:00.001-07:002019-10-24T20:17:34.965-07:00Setting up Spring Boot with SpringDoc OpenApi UIto add springdoc openapi ui to a project is very easy, just add<br />
<br />
<pre><<span class="pl-ent">dependency</span>>
<<span class="pl-ent">groupId</span>>org.springdoc</<span class="pl-ent">groupId</span>>
<<span class="pl-ent">artifactId</span>>springdoc-openapi-ui</<span class="pl-ent">artifactId</span>>
<<span class="pl-ent">version</span>>last-release-version</<span class="pl-ent">version</span>>
</<span class="pl-ent">dependency</span>></pre>
<br />
to your project. you can than access the swagger UI with /swagger-ui.html.<br />
<br />
my spring boot app also serve the static UI with context path / (root) and are packaged under classpath:/statics. This is one of the default path Spring autoconfig provides. The problem is with springdoc-openapi-ui, the static page won't work anymore. Turns out, it because springdoc-openapi-ui has a SwaggerConfig configuration which will add a resource handler, like this.<br />
<br />
if(swaggerPath.contains("/") uiRootPath = swaggerPath.substring(0, swaggerPath.lastIndexOf('/')); <br />
registry.addResourceHandler( uiRootPath + "/**").addResourceLocations(WEB_JARS_PREFIX_URL + "/").resourceChain(false);<br />
<br />
defaul swaggerPath is "/swagger-ui.html", thus uiRootPath resolves to an empty string. <br />
<br />
This prevents the resource handler spring autoconfig added from working as both are binded to /**.<br />
<br />
To resolve this, we just have to set swaggerPath to something with more than one level. e.g.<br />
<br />
springdoc.swagger-ui.path=/swagger/apidoc.html<br />
<br />
This will add the /webjars/ directory to /swager/** instead.Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-60695790305862114062019-09-24T23:48:00.000-07:002019-09-25T09:31:23.140-07:00Setup HTTP Git Server using Nginx on DockerI was working on the kubernates executor for nextflow which appears to only able to pull the pipeline from GitHub or Bitbucket (which turns out to be not true), however, the pipeline script is proprietary and it's company's policy to house the source code on internal GHE. Thus, I've decided to setup up a Git server just as described here, <a href="https://www.howtoforge.com/tutorial/ubuntu-git-server-installation/">https://www.howtoforge.com/tutorial/ubuntu-git-server-installation/</a><br />
<br />
(note git's own website also talked about the use of the `git-http-backend`, <a href="https://git-scm.com/book/en/v2/Git-on-the-Server-Smart-HTTP">https://git-scm.com/book/en/v2/Git-on-the-Server-Smart-HTTP</a>.)<br />
<br />
Also, I'm running the nextflow script in a pod, so the git server needs to run in a pod too.<br />
<br />
Here's the dockerfile I used to build the docker image.<br />
<br />
<br />
<script src="https://gist.github.com/arthurtsang/9959f4b02386cfda14120b712ab141b4.js"></script>
<br />
The nginx config is mostly the same as the one in the howtoforge tutorial.
<br>
<script src="https://gist.github.com/arthurtsang/1d79920e8b88dc83337b4ae430adaeab.js"></script>
<br>
the run.sh file (since there's no systemd on docker, we have to launch nginx and fcgiwrap in the background <br />
<br />
<script src="https://gist.github.com/arthurtsang/649738ef1806a7915f75dd054dfec26b.js"></script>
<br />
since the purpose for me is to launch nextflow, I've started fcgiwrap and nginx in the background and then launch nextflow. If you'd like to run a pod serving the files over git, you can launch run.sh as CMD in the Dockerfile and start nginx with daemon off.Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-52687082392248013452019-08-30T12:00:00.000-07:002019-08-30T12:00:46.513-07:00Circuit Breaker and Bulkhead on Microservice(this is a very old post that I forgot to publish)<br />
<br />
I’m thinking how we can leverage circuit breaker in our services. Let’s say we’ve the following services<br />
<br />
UI -> svc A -> svc B<br />
<br />
Putting circuit breaker on svc A would make it fail fast and a chance for svc B to recover.<br />
<br />
And, say, we have a pool of svc B and we leverage some service discovery and “find” a svc B when svc A starts up (probably don’t want to do that every time svc B is needed)<br />
<br />
If that instance of svc B fails, we shouldn’t just trip the breaker but to find another svc B from the service registry. Now, the circuit breaker should really be implemented in the service registry (to mark that as opened) and we’d need some way to close (half-open) the breaker for that instance. <br />
<br />
Now, instead of having a direct connection to svc B, we put a loadbalancer before svc B,<br />
<br />
UI -> svc A -> LB -> (svc B)xN<br />
<br />
Now, putting a circuit break on svc A actually doesn’t make (too) much sense. If a couple of svc B got very busy and timed out, svc A might open the circuit breaker while some of the svc B are actually fine. And if just one of them are slowed, the circuit break on svc A might never open and will suffer intermittent performance issue. We could instead put the circuit breaker on the LB and to svc A, unless the LB itself or all svc B are dead, it won’t trip the breaker. However, timeout would be different. Since LB will trip the breaker for that svc B instance, tripping the breaker on svc A would just failing requests for no reason (assuming there’re more svc B available.) <br />
<br />
Using mesos and marathon, we can do either service discovery (the consuming service look for production service directly) or loadbalance (it has haproxy integration and if using consul, it has nginx integration too (and I read that it’s quicker to change the config)). We’ll have to make a decision and that’d affect the docker/mesos/marathon exercise I’m working on (I’ll make sure the scenario we pick worked) <br />
<br />
And a more general questions, should we implement the circuit breaker per service (server) or per api (url)? Don’t know what hystrix has implemented, but I’d think per service would be good enough. i.e any fail API could trip the breaker.<br />
<br />
As for bulkhead, basically microservice is a bulkhead pattern on service layer. And nodejs, accidentally, on the process level. I couldn’t find any documentation, but the one process that nodejs has appears to bind to one processor. And the example the book keep using , self-denial attack, is something we can prepare ahead of time and I really doubt if our customer will have that use case. But if there’s anything to do, we might have to do it with our orchestrating framework (I’d recommend mesos now as it’s the most matured framework, most other solutions are built on top of mesos or it’s new, like Google Kubernetes or ClusterHQ Flocker.<br />
<br />
BTW, it appears the deployment is well though on Marathon. https://mesosphere.github.io/marathon/docs/deployments.html should be really fun to try out.<br />
<div>
<br /></div>
<div>
<div>
also, if we are using the same lb for all services, it will become a hotspot and we might want to have a lb for each, or a few services. </div>
<div>
<br /></div>
<div>
with all these services and lb, adding monitoring and logging, it's vital that we have the orchestrating piece done, installer just won't cut it. </div>
<div>
<br /></div>
<div>
<br /></div>
</div>
<div>
<br /></div>
<div>
<br /></div>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-64992445179608664362019-08-30T11:56:00.002-07:002019-08-30T11:56:46.288-07:00gmail's plus sign trickI am working on a test for the user registration on my website. problem is I need to create a new account every time and that ties to the user's email address (gmail). I couldn't create a new email account every time I ran the test. Not only will I create a lot of email accounts (even if I can automate that) but also enabling API for each new account would have a lot of work.<br />
<br />
Turns out there's a plus sign trick that can have a seemingly different email address send to the same email account. someone@gmail.com and someone+12345@gmail.com will deliver to the same someone@gmail.com inbox!<br />
<br />
With that, I can generate gmail addresses and search the inbox by "to: someone+12345@gmail.com" to retrieve the email for the test.Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-47350721967301550922019-08-30T11:23:00.002-07:002019-08-30T12:07:10.767-07:00Getting HTML from Gmail body using GMail API and protractorPart of the automated tests we are building involves checking email, verify its contents and click on a link to continue the registration process. To do that, i setup a new gmail account, and follow <a href="https://developers.google.com/gmail/api/quickstart/nodejs" target="_blank">Google's Quickstart instruction</a> to enable GMail API. Well, all you really have to do is to click the "ENABLE THE GMAIL API" button on the page. But before you do that, make sure you have selected the correct google account on the upper right corner.<br />
<br />
Now that we have enabled the API and downloaded the credentials json file. We can follow the example on the quickstart instruction to authenticate to gmail API. However, the getNewToken will simply display a URL on the console and you are supposed to manually go to the URL on a browser and copy the code back to the program. But we're writing an automated test with protractor, let's automate that too!<br />
<br />
<script src="https://gist.github.com/arthurtsang/82d91a3f770df45842b310ec75f2318b.js"></script>
It's mostly the same as the example, except that when token.json is not found, it'll open a new browser window and grab the code automatically. Also, note that the code uses an "AppPo" class, it's just a simple utility class I use to check if the button exists before clicking it.<br />
<br />
<script src="https://gist.github.com/arthurtsang/b8f6ce0762a80dac4c44490426ff717d.js"></script>
The gmail API's list method returns a list of emails, only with the message id and the thread id, we'll have to call the get method to retrieve the content. The structure it returned is too complicated to my taste, and after all, I just want to grab the HTML content, so I decided to just get the raw content and reconstruct the HTML.
<script src="https://gist.github.com/arthurtsang/557b32c568af6fdfd411312b0850a710.js"></script>
Now you have it, we can now call searchEmail and pass it's returns to getHtmlFromEmailBody to get the HTML content for all emails returned. With cheerio, we can easily find all links like this.<br />
<br />
<blockquote class="tr_bq">
const $ = gmailUtils.getHtmlFromEmailBody(...);<br />
$('a').each( (i,a) => console.log( $(a).attr('href') ) );</blockquote>
<br />Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com6tag:blogger.com,1999:blog-341979578330387332.post-82743801720923448982019-07-10T12:46:00.001-07:002019-07-10T12:46:40.742-07:00Snakemake I'm doing some evaluation of different workflow languages, turns out I like Snakemake a lot!<br />
<br />
I've converted <a href="https://gencore.bio.nyu.edu/variant-calling-pipeline/">https://gencore.bio.nyu.edu/variant-calling-pipeline/</a> to use Snakemake, <a href="https://github.com/arthurtsang/variant-calling-pipeline">https://github.com/arthurtsang/variant-calling-pipeline</a>. <br />
<br />
What I like about it,<br />
<br />
<br />
<ol>
<li>yaml syntax is clean and easy to follow.</li>
<li>wildcard is very useful and easy to understand.</li>
<ul>
<li>If I have a rule with "{sample}.fastq" for the output, and another rule to have "A.fastq, B.fastq, C.fastq" as input, the first rule would be executed once for A, B and C.</li>
</ul>
<li>expand is also very helpful.</li>
<ul>
<li>It tripped me up a bit initially the wildcard in the expand function cannot use the variable in the global. i.e. if we have SAMPLES=["A", "B", "C"] defined, expand( "/some/directory/{SAMPLES}.fastq") won't work. the correct syntax is expand( "/some/directory/{samples}.fastq", samples = SAMPLES ). </li>
</ul>
<li>integration with Conda. </li>
<ul>
<li>unfortunately, it pollutes the code a bit by having a conda directive in every rule, but it works out really nice and easy.</li>
<li>i haven't tried, but it should be possible to build custom channel hosting somewhere in the infrastructure for private binaries distribution. </li>
</ul>
<li>using the filename to build DAG</li>
<ul>
<li>rules are connected using the output of a rule to an input of another rule. It's kinda like how spring is finding which bean to create first. </li>
<li>the limitation is everything is file based. i.e. if a step doesn't really need to generate a file, we'll have to touch an empty state file for snakemake to build the DAG.</li>
<li>Also, there is no support for Linux style pipe. You can't really pipe the result of a rule to another. </li>
</ul>
</ol>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com2tag:blogger.com,1999:blog-341979578330387332.post-76223565154107837452019-07-10T11:09:00.003-07:002019-07-10T11:09:53.943-07:00EPIPE write EPIPE error when using Protractor with control flow turned offI was hit with an error `EPIPE write EPIPE` when running protractor with control flow turned off. https://github.com/angular/protractor/issues/4294. It is caused by misusing await somewhere in the code.<br />
tsline/Intellij is pretty good at warning developer that a promise returned has been ignored. However, one that it didn’t catch and caught me as a surprise is the `ElementArrayFinder` returned by `element.all()`. It’s not a promise, but if you try to use it directly, like `element.all().find()` or my favorite `element.all().getText()`, you’ll have about 0.1% of the time running into the EPIPE error.<br />
Unfortunately, the test I’m working on, calls that for about 8000 times… so it always fails after an hr of running.<br />
Anyway, from the github issue, it appears to be a bug in the selenium driver and it’s fixed in the latest 4.0.0-beta driver which protractor is not using. The solution is to `await` on the `ElementArrayFinder` too, it’ll return `ElementFinder[]` which you can loop through.Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-21368218220311903622019-07-10T10:52:00.003-07:002019-07-10T10:52:55.414-07:00Running Plantuml on AWS LambdaI couldn't get that to work, well, not entirely. Anyway, here are the issues that I've come across.<br />
<br />
<div class="p1">
<span style="font-size: small;">My project just started using DDD and s<span class="s1">ince we have an overseas team, it is a problem as they can't physically participate in the note sticking exercise.<span class="Apple-converted-space"> </span>Inspired by <a href="http://webeventstorming.com/"><span class="s2">webeventstorming.com</span></a> (<a href="https://www.slideshare.net/OuzhanSoykan/domain-driven-design-developer-summit-turkey/27"><span class="s3">https://www.slideshare.net/OuzhanSoykan/domain-driven-design-developer-summit-turkey/27</span></a></span><span class="s4" style="color: #e4af09;">),</span><span class="s1"> I’ve decided to build a <a href="http://plantuml.com/"><span class="s2">plantuml.com</span></a> like a web page to support the eventstorming syntax on top of plantuml.<span class="Apple-converted-space"> To</span></span> be able to work on the diagram together, I've used <a href="https://firepad.io/"><span class="s2">https://firepad.io</span></a> with `ACE` as the editor which use <a href="https://firebase.google.com/"><span class="s2">https://firebase.google.com</span></a> for a realtime database.<span class="Apple-converted-space"> </span>The end result is pretty cool, but integrating that (esp `firebase`) to an angular app induced quite a bit of pain. <span class="Apple-converted-space"> </span></span></div>
<br />
<ol class="ol1">
<li><span style="color: #454545; font-family: Helvetica;">firebase uses a very old version of `grpc` which only supports node 9.x. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">npm modules that have a dependency on the node version is a mess.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">they almost never document which version supports which node version. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">firebase rules (you can set indexing and ACL to docs) only provides the basics.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">you’ll have to build the whole user management if you want user groups. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">the app used to set `windows.location.href` to update the encoded UML in the URL path.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">when enabled authentication, it went into a loop. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">`ng2-ace-editor` didn’t really doc how to load the theme and mode (for syntax highlighting), luckily we have google.</span></li>
</ol>
<br />
<br />
<style type="text/css">
p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545}
p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545; min-height: 14.0px}
</style>
<br />
<div class="p1">
<span style="font-size: small;">After jumping through a few hoops, now I have a home page listing all documents and can edit them collaboratively.</span></div>
<div class="p1">
<span style="font-size: small;"><br /></span></div>
<div class="p1">
<span style="font-size: small;">Then it struck me I could host the app on `AWS`, putting the angular app on s3 and break down the server with API-gateway and lambda function (after all, there’s only 2 API needed).<span class="Apple-converted-space"> </span>this decision caused me more pain than firebase…</span></div>
<br />
<ol class="ol1">
<li><span style="color: #454545; font-family: Helvetica;">deploying the angular app on `S3` is very straightforward, however, since angular is using path for routes, the app only works if you navigate from `/` and will get a 404 or 403 if you put the angular route on the browser directly (as it’s trying to find that file on s3).</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">I read somewhere that we can use CloudFront to map the error page to `index.html`, but I couldn’t get that to work.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">API-gateway and lambda have a lot of caveats. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<ol>
<li><span style="color: #454545; font-family: Helvetica;">the lambda is pointed to the zip/jar file on an s3 bucket.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">however, every time you’ve updated the zip/jar file, you’ll have to update the lambda with the same URL to the s3 object. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">uploading a large file (10MB) on web console sucks.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">when you’re creating a lambda function, you should ignore the designer setting up a trigger to api gateway.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">it looks like you can set up the relationship to API gateway there, but it’s a chicken and egg problem.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">you’ll need to publish your API before you can configure the trigger here, but you’ll need the lambda setup before you can publish the API. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">`plantuml` use `graphviz` which is not present on the lambda container.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">we can set an env variable on the lambda conf to define where to find graphviz.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">and packaged it in the zip file.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">can’t be jar file as it’ll lose execution permission</span></li>
<li><span style="color: #454545; font-family: Helvetica;">maven also needs a bit of a hack to restore the execution permission when moving files with maven-resource-plugin</span></li>
<li><span style="color: #454545; font-family: Helvetica;">the zip file is extracted to /var/task on the lambda container.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">couldn’t find where it’s documented, I write log messages to `CloudWatch` to find that out.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">and yes, logs go to `CloudWatch`.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">it’d be close to impossible to rely on a lot of external libraries.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">even graphviz supports static linking, there are some libraries that don’t provide the static linking library. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">couldn’t figure out a way to write lambda function with `kotlin` implementing the Handler interface (most example you can find will do that) which provides the API gateway event.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">thus, there’s no way to set the response content-type or other HTTP related functions.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">don’t forget to define all response code in the method response.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">I once forgot 200, and it got a weird error message which definitely didn’t tell you about the missing config.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">the API gateway assumes everything is using JSON.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">I have an API that takes in the UML text (text/plain) and returns an encoded string (text/plain).</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">I have to convert the post body into a JSON (using the API gateway’s mapping template) before passing to the lambda function. </span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">outputting a binary stream is also annoying.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">I ended up have to base64 encode the image file, only have the API gateway to decode it right away.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">also, there’s a `$util.base64decode` function in the mapping template which certainly doesn’t work.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">luckily the option to convert to binary does work.</span></li>
<li><span style="color: #454545; font-family: Helvetica;">setting the response content-type is also a bit tricky.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">it’s where you define the HTTP response code supported.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span></li>
<li><span style="color: #454545; font-family: Helvetica;">cold start lambda could take anywhere from 5 to 10 seconds.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">it’s very slow.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">also, each container will only be used a certain time and it’ll be recycled.</span><span class="Apple-converted-space" style="color: #454545; font-family: Helvetica;"> </span><span style="color: #454545; font-family: Helvetica;">i.e. we’ll hit cold start more than necessary.</span></li>
</ol>
</ol>
<br />
I've got it sort of working, but a lot of plantuml diagrams doesn't work because of missing libraries.<br />
<style type="text/css">
p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545}
p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #e4af09}
p.p3 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545; min-height: 14.0px}
li.li1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545}
span.s1 {color: #454545}
span.s2 {color: #e4af09}
span.s3 {text-decoration: underline ; color: #e4af09}
span.s4 {text-decoration: underline}
ol.ol1 {list-style-type: decimal}
</style>Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-86088421458904391432019-07-10T10:24:00.003-07:002019-07-10T10:24:36.456-07:00PlantUML tricks
<style type="text/css">
p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545}
p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; color: #454545; min-height: 14.0px}
</style>
<br />
<div class="p1">
I've bee using plantuml a lot to draw various diagrams. Here are a few tricks I've picked up.</div>
<div class="p2">
<br /></div>
<h3>
Increase the size of the image</h3>
<blockquote class="tr_bq">
# define PLANTUML_LIMIT_SIZE to increase max size<br />java -DPLANTUML_LIMIT_SIZE=1024000 -jar plantuml.jar > png</blockquote>
<h3>
Reading from pipe</h3>
<blockquote class="tr_bq">
grep “xxx” puml | java -jar plantuml.jar -pipe > png</blockquote>
<h3>
Increase node separation or rank separation</h3>
<blockquote class="tr_bq">
@startuml<br />skinparam nodesep 10<br />skinparam ranksep 20</blockquote>
<h3>
Notes on the same rank</h3>
<blockquote class="tr_bq">
@startuml<br />!pragma teoz true<br />note over a: hi<br />/ note over b: yea<br />/ note over c: yo<br />a -> b: x<br />& b -> c: y<br />@enduml</blockquote>
<h3>
Arrows on the same rank</h3>
<blockquote class="tr_bq">
@startuml<br />!pragma teoz true<br />a -> b: x<br />& b -> c: y<br />@enduml</blockquote>
<h3>
Rank is set automatically based on line length.</h3>
<div class="p1">
-> is same rank</div>
<div class="p2">
<br /></div>
<div class="p1">
--> is one rank lower</div>
<div class="p2">
<br /></div>
<div class="p1">
---> is 2 rank lowers</div>
<div class="p2">
<br /></div>
<div class="p1">
You can use -[norank]> to create arrows between nodes that will be always on same rank independent of length.</div>
<div class="p2">
<br /></div>
<br />Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com1tag:blogger.com,1999:blog-341979578330387332.post-59256258408292351972019-07-10T10:20:00.000-07:002019-07-10T11:12:04.069-07:00Rude email<span style="font-family: inherit;">I've received a lot of rude email in the past. Here's a couple "interesting" one.</span><br />
<span style="font-family: inherit;"><br /></span>
<span style="font-family: inherit;">cause: two teams are discussing who should fix a small bug. here's the response when I press on.</span><br />
<span style="font-family: inherit;"><br /></span>
<br />
<blockquote class="tr_bq">
<span style="font-family: inherit;">I personally do not want to
contribute to this mess, but also have no time to waste on protecting "2
lines of code" against expanding entropy.<br /> So,
if you really believe that <a component> is the right place where to fix <redacted> issues, feel free to change the description in the java code yourself.</span></blockquote>
<span style="font-family: inherit;">cause: a team decided to implement a new feature without consulting anyone and put it into the product.</span><br />
<span style="font-family: inherit;"><br /></span>
<br />
<div class="MsoNormal">
<blockquote>
<span style="font-family: inherit;"><span style="color: #1f497d;">Sorry I will not profession
in this email.</span></span><br />
<span style="font-family: inherit;"><span style="color: #1f497d;">Sorry for wasting your
time with this feature. Only somebody with everyday contact with <software name> can
understand value of it, which has been<span class="apple-converted-space"> </span>developed
during weekend. Also I don’t understand to call something as scientific
project, if other products including operating systems have it for decade.</span></span><br />
<span style="font-family: inherit;"><span style="color: #1f497d;">After tech talk
about month ago where he was (I don’t remember the exact wording) talking about
brave people who innovate. My understanding (may be wrong) was that he talks
about <a country> (brave -> innovate), <another country> (not brave -> don’t innovate).</span></span><br />
<span style="font-family: inherit;"><span style="color: #1f497d;">I am also sad that
people in <software name> don’t understand what is aligned with priorities and what is
not. And accuse us that <team name> is not aligned.</span></span><br />
<span style="font-family: inherit;"><span style="color: #1f497d;">There can be at least
three explanation:</span></span></blockquote>
<blockquote>
<br />
<ol>
<li><span style="font-family: inherit;"><span style="color: #1f497d;">They don’t know what are priorities (unlikely)</span></span> </li>
<li><span style="font-family: inherit;"><span style="color: #1f497d;">They don’t know what <team name> is doing (then we don’t need to
track our work in <something like jira> because it’s wasting of our time).</span></span> </li>
<li><span style="font-family: inherit;"><span style="color: #1f497d;">They don’t understand what <team name> is doing (it’s my fault I
am not able to explain it)</span></span></li>
</ol>
</blockquote>
</div>
<div class="MsoNormal">
<br /></div>
<span style="font-family: "verdana" , sans-serif; font-size: 12.0pt;"><br /></span>Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-17161269363905625972015-02-08T17:07:00.001-08:002015-02-08T21:32:39.254-08:00Moving from Ratpack 0.9.12 to 0.9.13one of the biggest and most appreciated change is the removal of LaunchConfig and introduction of ratpack-config. it's not yet really documented, but you can find out how it works by looking at the commits in the book-example and java gradle example regarding the change.<br />
<br />
so, now, you don't have the RatpackMain, and you've to build your own. first thing to do is to set the mainClassname in the build.gradle. this will tell the application plugin which is the main class (ratpack-java gradle plugin extends application plugin.) and shadow plugin will automatically pull the value from the application plugin and set the manifest correctly.<br />
<br />
here's what the main class could looks like.<br />
<script src="https://gist.github.com/arthurtsang/d1c77f7a84443d893646.js"></script>
it starts by composing ConfigData (ratpack-config) from a yaml file (you can also use property or json, or all of them), env (with prefix) and system properties (also with prefix). <br />
<br />
then you can get the ServerConfig you'll need to start the RatpackServer from the ConfigData (and i put everything under "server")<br />
<br />
here's how application.yaml looks like.<br />
<br />
<script src="https://gist.github.com/arthurtsang/f7a3f3bd4af39c789c28.js"></script>
how, for your existing HandlerFactory, all you have to do is to add a constructor to pass in ConfigData and change the create method to Handler create(Registry registry).<br />
<script src="https://gist.github.com/arthurtsang/403ebbacee3cf5497187.js"></script>
<br />
note that i have a section "idol" in the yaml config. to pass the configuration to the Idol module, all we have to do is get it from ConfigData, it'll populate IdolConfig, and then, set that to the registry.<br />
<br />
<script src="https://gist.github.com/arthurtsang/9470ffac0d0f9a674984.js"></script>
To use it, just @Inject IdolConfig.<br />
<br />
btw, i've also show here how to setup the hystrix sse. :D<br />
<br />
also, the ratpack-jackson used to bind the objectmapper instance directly, leaving us no way to extend it. i've developed a jackson module to serialize an annotated pojo to HAL format. in 0.9.12, i have to extend the JacksonModule and @Provides the ObjectMapper. however, in 0.9.13, it's now configurable. we can simply set the jackson module in the config!<br />
<br />
there's a small change to the http client too. gone are HttpClients to get an instance of HttpClient with LaunchConfig, just <complete id="goog_568017046">@Inject it! </complete>Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-54734271807099616802015-02-08T15:54:00.003-08:002015-02-08T17:08:09.448-08:00Dockerize hystrix dashboard & turbine<span style="font-family: monospace; font-size: 16px;">i'm pretty surprise that there are no docker image for either hystrix dashboard or turbine on docker hub. and i build one. to run hystrix dashboard with turbine</span><br />
<br style="font-family: monospace; font-size: 16px;" />
<span style="font-family: monospace; font-size: 16px;">docker run -d --name=turbine -p 8000 -e TURBINE_STREAMS="</span><a href="https://webmail.hp.com/owa/redir.aspx?C=Riy51HppF0KFXBC9HO5l_B0_hMvrFdII0H_X0lEgUzb1J-3GdhtU7Ah62dXMI3Xeo3ntkNJhTZU.&URL=http%3a%2f%2f192.168.1.14%3a9500%2fhystrix.stream" style="font-family: monospace; font-size: 16px;" target="_blank">http://192.168.1.14:9500/hystrix.stream</a><span style="font-family: monospace; font-size: 16px;">" arthurtsang/docker-hystrix-turbine</span><br />
<span style="font-family: monospace; font-size: 16px;">docker run -d --name=dashboard --link turbine:turbine -p 7979:8080 arthurtsang/docker-hystrix-dashboard</span><br />
<br style="font-family: monospace; font-size: 16px;" />
<span style="font-family: monospace; font-size: 16px;">where TURBINE_STREAMS points to all msvc implements hystrix sse (server side event)</span><br />
<br style="font-family: monospace; font-size: 16px;" />
<span style="font-family: monospace; font-size: 16px;">the turbine container will link to the dashboard container (and since we don't need to access the turbine directly, it's mapped to a random high number port on the host os).</span><br />
<br style="font-family: monospace; font-size: 16px;" />
<span style="font-family: monospace; font-size: 16px;">to use, access </span><a href="https://webmail.hp.com/owa/redir.aspx?C=Riy51HppF0KFXBC9HO5l_B0_hMvrFdII0H_X0lEgUzb1J-3GdhtU7Ah62dXMI3Xeo3ntkNJhTZU.&URL=http%3a%2f%2flocalhost%3a7979" style="font-family: monospace; font-size: 16px;" target="_blank">http://localhost:7979</a><span style="font-family: monospace; font-size: 16px;"> and enter </span><a href="https://webmail.hp.com/owa/redir.aspx?C=Riy51HppF0KFXBC9HO5l_B0_hMvrFdII0H_X0lEgUzb1J-3GdhtU7Ah62dXMI3Xeo3ntkNJhTZU.&URL=http%3a%2f%2fturbine%3a8000%2fturbine%2fturbine.stream" style="font-family: monospace; font-size: 16px;" target="_blank">http://turbine:8000/turbine/turbine.stream</a><span style="font-family: monospace; font-size: 16px;">. (... maybe i should export port 80 on turbine instead)</span>Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-1100422040728878362015-02-08T13:26:00.000-08:002015-02-08T17:08:29.399-08:00Gradle shadow pluginGradle has a very convinent shadow plugin. all you really have to do is to apply the plugin and you can build with ./gradlew shadowJar.<br />
<br />
then i found an example of adding all the build information to the jar's manifest, and turns out that forces me to rebuild the jar every time it build as i simply put new Date() to the build date! gradle will smart enough to know the manifest has change!! (as new Date() will output not only the current date, but the time!)<br />
<br />
here's what i do to avoid it.<br />
<br />
<script src="https://gist.github.com/arthurtsang/a0f4db90e175481c71f5.js"></script>
well, we could add a property and only on the CI server, it'll include the time for release (if we needed that) and all local dev, should have no reason to build it everytime! every second counts!<br />
<br />
<br />Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-19257886174090998212015-02-08T10:40:00.001-08:002015-02-08T17:09:05.080-08:00Ratpack + Gradle + Docker<br />
we'd like to put docker into the dev workflow and ship the docker images. it's important the developer can develop/test on the docker image to get the max benefit out of docker in devops: no more "but it works on my machine." since building the ratpack application is using gradle, it'd make sense to add docker plugin to gradle build script. (developer has less command to deal with)<br />
<br />
inspired by this post http://kyleboon.org/blog/2014/08/14/ratpack-plus-docker-plus-gradle/, i started to do the same thing but choose the bmuschko gradle plugin https://github.com/bmuschko/gradle-docker-plugin instead. it's using later version of docker-java https://github.com/docker-java/docker-java. and can do much more than just creating an image and publish to docker registry.<br />
<br />
Add the followings to your build.gradle
<script src="https://gist.github.com/arthurtsang/36ed4c105e5ec79fee4c.js"></script>
-
<br />
you can put the docker.url & registryUrl in gradle.properties, so it won't be hardcoded
<br />
<br />
Add the Dockerfile to your project root directory
<script src="https://gist.github.com/arthurtsang/73003ba728466058c756.js"></script>
<br />
To minimize the file size, we use busybox.
<br />
docker images<br />
<br />
<table>
<tbody>
<tr><th>REPOSITORY</th><th>TAG</th><th>IMAGE ID</th><th>CREATED</th><th>VIRTUAL SIZE</th></tr>
<tr><td>msvc-search</td><td>1.0</td><td>14c228ee1435</td><td>6 seconds ago</td><td>197.9 MB</td></tr>
<tr><td>hystrix-dashboard</td><td>latest</td><td>6b93ff844571</td><td>9 hours ago</td><td>479.8 MB</td></tr>
<tr><td>centos</td><td>7</td><td>dade6cb4530a</td><td>2 days ago</td><td>210.1 MB</td></tr>
<tr><td>registry</td><td>latest</td><td>c55308716b36</td><td>10 days ago</td><td>414.2 MB</td></tr>
<tr><td>ubuntu</td><td>latest</td><td>5ba9dab47459</td><td>10 days ago</td><td>188.3 MB</td></tr>
<tr><td>peelsky/zulu-openjdk-busybox</td><td>latest</td><td>050380da31ed</td><td>13 days ago</td><td>181.8 MB</td></tr>
<tr><td>progrium/busybox</td><td>latest</td><td>8cee90767cfe</td><td>2 weeks ago</td><td>4.789 MB</td></tr>
<tr><td>atcol/docker-registry-ui</td><td>latest</td><td>28d7d683c7a9</td><td>5 weeks ago</td><td>908.6 MB</td></tr>
</tbody></table>
<br />
progrium/busybox is just 5MB! And we have license issue to ship with oracle jdk, so we use openjdk. But appears openjdk are only distributed through yum/apt and i can't find any way to install that on busybox as it only has opkg. Zulu http://www.azulsystems.com/products/zulu, is certified build of openjdk and it's 100% opensource and free. It also provides official docker image, however, they are not using busybox. Luckily someone already did that! thanks to peelsky/zulu-openjdk-busybox. with the jdk it's mere 182MB. <br />
<br />
Also, since the Dockerfile is put on the project root, it'll tar up the whole project and send to the docker deamon while we only need the fat jar! to avoid that, add .dockerignore to your project root.<br />
<br />
<script src="https://gist.github.com/arthurtsang/b03b1458f7141e3b1c8a.js"></script>
Now when you run ./gradlew --info buildDocker, only the necessary file are sent to the docker daemon.<br />
<br />
Sending build context to Docker daemon 16.12 MB<br />
Sending build context to Docker daemon<br />
Step 0 : FROM peelsky/zulu-openjdk-busybox<br />
---> 050380da31ed<br />
Step 1 : WORKDIR /app<br />
---> Using cache<br />
---> 954a21f6409e<br />
Step 2 : USER daemon<br />
---> Using cache<br />
---> 208cd5606087<br />
Step 3 : ADD ./build/libs/msvc-search-1.0-all.jar /app/msvc-search-1.0-all.jar<br />
---> 6e11e87fb593<br />
Removing intermediate container c109ca327f00<br />
Step 4 : CMD java -jar /app/msvc-search-1.0-all.jar<br />
---> Running in bea41332ae6a<br />
---> 82e41217ecd2<br />
Removing intermediate container bea41332ae6a<br />
Step 5 : EXPOSE 9500<br />
---> Running in 40d91cd09bd0<br />
---> b4e042fa2a6e<br />
Removing intermediate container 40d91cd09bd0<br />
Successfully built b4e042fa2a6e<br />
<div>
<br /></div>
16MB is pretty much the size of the fat jar.<br />
<br />Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-90252362071526888492015-02-07T14:12:00.002-08:002015-07-18T00:46:02.415-07:00Docker behind firewallIn the container, i wanted to use curl to download something, i'll always get a bad address error. and even the proxy server hostname fail to resolve.<br />
<br />
I'm using ubuntu, it set the dns to 127.0.0.1, however, docker can't use it, so docker use 8.8.8.8 (google public dns) by default.<br />
<br class="Apple-interchange-newline" />
the problem is behind firewall, i can't access 8.8.8.8, so we'll have to add the dns setting to docker<br />
<br />
in /etc/default/docker add --dns for your dns ip.<br />
<br />
<pre style="background-color: #eeeeee; border: 0px; color: #222222; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; font-size: 13px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><code style="border: 0px; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; margin: 0px; padding: 0px; white-space: inherit;">DOCKER_OPTS="--dns <ip1> --dns <ip2> --dns 8.8.8.8 --dns 8.8.4.4"</code></pre>
<br />
I keep the google dns here so when i'm not behind firewall, i can resolve hostname with google dns.<br />
<br />
and if you need Docker to use an HTTP proxy, it can also be specified here.<br />
<br />
<pre style="background-color: #eeeeee; border: 0px; color: #222222; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; font-size: 13px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><code style="border: 0px; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; margin: 0px; padding: 0px; white-space: inherit;">export http_proxy="http://proxy:8008"</code></pre>
so, no more ENV http_proxy in the Dockerfile, it's not portable and should not be specified in the Dockerfile.<br />
<br />
and don't forget to restart docker service after making the change.<br />
<br />
<pre style="background-color: #eeeeee; border: 0px; color: #222222; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; font-size: 13px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><code style="border: 0px; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; margin: 0px; padding: 0px; white-space: inherit;">service docker restart</code></pre>
<pre style="border: 0px; color: #222222; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; font-size: 13px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><span style="background-color: white;">UPDATE:</span></pre>
<pre style="border: 0px; color: #222222; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; font-size: 13px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><span style="background-color: white;">if you're using systemd, the /etc/default/docker is not used. you'll have to add the following to</span></pre>
<pre style="border: 0px; color: #222222; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; font-size: 13px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><pre style="background-color: #eeeeee; border: 0px; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><code style="border: 0px; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; margin: 0px; padding: 0px; white-space: inherit;">/etc/systemd/system/docker.service.d$ cat docker.conf
[Service]
EnvironmentFile=-/etc/default/docker
ExecStart=
ExecStart=/usr/bin/docker -d $DOCKER_OPTS -H fd://</code></pre>
<pre style="border: 0px; font-family: Consolas, Menlo, Monaco, 'Lucida Console', 'Liberation Mono', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Courier New', monospace, sans-serif; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;">
</pre>
</pre>
<pre style="border: 0px; margin-bottom: 1em; max-height: 600px; overflow: auto; padding: 5px; width: auto; word-wrap: normal;">
</pre>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-27230334739280141252015-02-07T13:54:00.000-08:002015-02-08T17:09:29.066-08:00Docker registrythe easiest way is to start them as a container.<br />
<br />
<blockquote class="tr_bq">
<blockquote class="tr_bq">
docker run -d --name=registry -p 5000 -v /tmp/registry:/home/arthur/docker/registry registry</blockquote>
<blockquote class="tr_bq">
docker run -d --name=registry-ui --link registry:registry -p 8080:8080 -e REG1=http://registry:5000/v1/ atcol/docker-registry-ui</blockquote>
<div>
<br /></div>
</blockquote>
that's it. you can push your docker image to port 5000 and access the web ui on port 8080. <br />
<br />
of course, if it is a production env, you probably don't want to put the docker file on a local file system and docker registry don't have any authentication support. you will want to use other 3rd solution, e.g. <a href="http://www.jfrog.com/confluence/display/RTF/Docker+Repositories" target="_blank">artifactory pro</a>.Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-29342360452303568672015-02-06T10:14:00.000-08:002015-02-06T16:35:43.947-08:00Ratpack for reactive microserviceWe are building a microsevice system and it's vital to build a microservice quick but still being reactive as defined in reactive manifesto. the best way to do it is to build on a solid platform. I've evaluated several options and picked Ratpack, here's why.<br />
<br />
<h3>
Goal</h3>
<br />
<ol>
<li>To build a highly resilient, scalable & lightweight reactive microservices.</li>
<li>To provide a framework developing new service only have to focus on the business/domain logic.</li>
</ol>
<br />
<h3>
Resource contention</h3>
One of the resource contention we have in our application server is the use of thread pool when processing HTTP requests. Since the call is executed synchronously, the thread will be held up even though it's waiting for some other I/O operation. It wasted resources (thread) thus it's more resource is needed to scale the application. It also cascade the problem to higher level service. A database issue could led to the service depends on it holding up all its threads waiting for database's connection, a thread stavation. Which, in turns, cause hold all its request threads and the service depends on it will suffer too.<br />
One solution is to use NIO, non-blocking I/O, so server will free up the request thread while processing I/O. Note that NIO does not always mean asynchrous. In some implementation, e.g. hystrix, an async operation will process the I/O in another thread while holding the main thread.<br />
<h3>
Netty</h3>
Netty is a NIO client server framework which enables quick and easy development of network applications such as protocol servers and clients. It greatly simplifies and streamlines network programming such as TCP and UDP socket server. It is an asynchronous event-driven network application framework.<br />
<h4>
Vs JAX-RS 2.0</h4>
jaxrs is a specification. it's, in fact, not comparable to Netty which is a server. jaxrs 2.0 does support async request, and implmentation includes Jersey, Resteasy & Netty. We'll have to compare the implementation and note that there's a Netty implementation for JAX-RS 2.0 too.<br />
<h4>
Vs Jersy on Jetty</h4>
Jersy documentation shows that to implement an async webservice, the API method needs to register a callback (which implements CompletionCallback) to the response and create a new Thread to perform expensive operation and call the resume method of the response to pass the result (and resume the suspended main thread?) Doesn't look like it releases the resource of the main request thread while it's waiting for the child thread to process.<br />
<h3>
Ratpack</h3>
The core of Ratpack is made up of only Java 8, Netty, Google Guava and Reactive Streams. It also has Hystrix and Groovy support. It does not take a heavily opinionated approach and too integration can be done easily using Guice. Since it's build on top of Netty, it has a the benefit Netty provides for async non-blocking I/O and event-driven. All its internal IO (e.g. HTTP request and response transfer) is all performed in a non blocking fashion. Blocking operations, like JDBC calls or existing libraries, are scheduled to an I/O bound thread pool. Developer just have to wrap the operation around with ExecControl.blocking which will return a Promise.<br />
Instead of implementing JAX-RS, it support a Groovy DSL which makes route definition merely a "configuration".<br />
For JDBC connection pooling, a HikariCP module is available where HikariCP has a phenomenally high performance. However, it's very simple to introduce other tools, e.g. JDBI or JOOQ. I've developed a simple JDBI module which use HikariCP as datasource.<br />
Ratpack supports both Spring Boot and Guice for dependency injection OOTB.<br />
Note that Ratpack is completely build on top of Java 8.<br />
Default configuration can be done via LaunchConfig which is a simple properties file. It also provides us environment-derivable configuration follows the principle of the 12 factor app, thus, it's docker friendly. It also provides a config module which supports yaml or json configurations.<br />
Supports HTTP Streaming using Reactive Streams. It has flow control using backpressure paradigms.<br />
<h4>
Vs JBoss</h4>
JBoss is a application server, meaning it includes a lots of 3rd party libraries and sometimes, because of it's classloading structure, upgrading those libraries means patching JBoss's binary. Also, to deploy an JBoss application, JBoss needs to be installed and configured and the application is deployed as a war file.<br />
Ratpack on the other hand is just a bunch of jar files which has a main method. A Ratpack application is a bunch of jar files which can be executed directly. It can also built as a fat jar, so all dependent jar files are expanded and put into one jar file. Deployment only have to copy that jar file and execute it with "java -jar".<br />
<h4>
Vs Dropwizard</h4>
As with Ratpack, Dropwizard also aims at a small, lean application which can be put together as a fat jar file. It is a opioninated framework, so it has configuration, application metrics, logging and operational tools, etc OOTB. However, it's less flexible than Ratpack in that sense (while providing more OOTB.)<br />
Dropwizard used Jetty for HTTP connections and Jersy for JAX-RS 2.0 implementation. The latest version of Dropwizard (0.8.3-rc3) is using Jetty (9.2.6.v20141205) and Jersy (2.15) which supports async webserivce. Dropwizard documentation has no mention of async webservice but as discussed about for Jetty, even though it supports async requests, but it might not release the main request thread when waiting.<br />
Dropwizard does has a Hystrix "plugin" ,Tenacity, developed by yammer.<br />
Dropwizard does not have a dependency injection framework but integration with both Guice and Spring integration exists.<br />
Dropwizard uses JDBI for database connection pooling and SQL creation. Also support flyway for database migration.<br />
<h3>
Hystrix</h3>
Async composition<br />
Circuit breaker integration<br />
Server-sent event streams for Hystrix dashboard<br />
<h3>
Guice</h3>
<h3>
Vs Spring Framework</h3>
<h3>
Gradle</h3>
Gradle is an open source build automation system which combines the power and flexibility of Ant with dependency management and conventions of Maven into a more effective way to build. It usage Groovy to provide DSL so developer can write code in the build script directly. It has been used in various project, Spring Framework since 3.2, Hibernate, all Netflix OSS projects and Android SDK.<br />
Gradle has a wrapper so user do not need to install Gradle on their system but the wrapper will download it to the project.<br />
Gradle also has plugin to generate docker image and build gulp projects. So we can have a single build system from code (either nodejs or java) to docker image.<br />
<h4>
Vs Maven</h4>
With DSL support, a gradle build script is much cleaner than Maven POM file. Maven has both "inherited POM data" (the parent POM) and "module aggregation" (child modules) in the same file. The problem is in terms of setting up after initial checkouts. You are not able to build modules unless its parent is there. But if the parent is the aggregator, the only way to make that happen is to install the entire project (or know your maven command switches and disable recursion).Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com1tag:blogger.com,1999:blog-341979578330387332.post-19027573546125362862014-12-26T22:00:00.003-08:002014-12-30T23:57:39.505-08:00Nodejs event loop and I/O threads<div dir="ltr">
Everything runs parallel except your code</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Nodejs has an asynchronous event loop running on a single thread. It's waken up by OS for incoming requests and farms out I/O events to a thread pool in a non-blocking style and then responses are sent back to the event loop via callback. Thus the event loop never blocks on I/O.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Below is a diagram <a href="http://www.aaronstannard.com/post/2011/12/14/Intro-to-NodeJS-for-NET-Developers.aspx" target="_blank">Aaron Stannard</a> used to illustrate the Nodejs processing model.</div>
<div dir="ltr">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://www.aaronstannard.com/image.axd?picture=nodejs%20for%20dotnet.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://www.aaronstannard.com/image.axd?picture=nodejs%20for%20dotnet.png" height="202" width="320" /></a></div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Nodejs' event loop is build using the default loop of libuv (uv_default_loop().) libuv was an abstraction around libev or IOCP (Windows) providing an API based on libev to talk to the kernel event notification mechanisms. Since node v0.9.0, libev was removed. It's developed for use by Node.js as a multi-platform support library with a focus on async I/O.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
From libuv's github page, it stated that it suports, </div>
<div dir="ltr">
1. event loop backed by epoll, kqueue, IOCP, event ports</div>
<div dir="ltr">
2. async tcp & udp sockets</div>
<div dir="ltr">
3. async dns resolution</div>
<div dir="ltr">
4. async file & file system operations (using fs.openSync is very wrong!)</div>
<div dir="ltr">
5. file system events</div>
<div dir="ltr">
6. IPC with socket sharing</div>
<div dir="ltr">
7. child processes</div>
<div dir="ltr">
9. signal handling</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
As you can see all the I/O is ran on the worker threads and not block the main thread (the event loop.) i.e all your code is run inside the event loop. And since there's only one event loop, so everything runs parallel in nodejs except your code.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
That's why it's important for the application to be I/O bounded rather than CPU bounded as a highly CPU bounded function (of course, we're not talking about implementing fibonacci as Ted did) will block the event loop, stopping it from accepting the next request, and yes, it'll be queued (by the OS i presume) and if it's long enough, it'll get timeout instead of performance degrading gracefully with load. It works like cooperative multitasking that a particular request's operation will continue until it cedes control back to the event loop. </div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
And for CPU intensive tasks, we can</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
1. yield the process by using process.nextTick() which we have to break the process into smaller chunk so after processing one chunk, the next chunk is typically runs in the next loop around the event loop and typically runs before any other I/O event fire. However it's still possible to stave the event loop by putting too many callbacks with process.nextTick(), we can use process.maxTickDepth to limit the number of process.nextTick() to be evaluated before other I/O event.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
2. leverage node-webworker-threads library to offload works to threads if it's pure javascript and create a pool of child processes for it.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
3. implement custom event and extension to libuv but we'll have to build the task in C++.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Now since almost everything is running on a single thread (even though I/O are offloaded to a thread pool, for most applications, that's just a small portion of CPU time) and nodejs will run on a single core no matter how many cores our server has. One solution would be starting up multiple instance of nodejs but that would introduce a bit maintenance and each instance have to listen to a different port. And nodejs provided a clustering solution which the master process would listen to the port and forward the request in a round-robin fashion to the child processes. </div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Note that clustering is not the solution to processing CPU intensive tasks. Each child process will have its own event loop and if that event loop is blocked, the master don't know that it's blocked and next request will still be queued. </div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Also, if we are using Mesos with docker, we just have to define the number of CPU required for the application is 1 (or 2?) and we can run multiple instances of the application on the same host easily.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Another solution is to try out JXCore which is a multithreaded port of nodejs. </div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://jxcore.com/home/assets/cust/img/mtdg.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://jxcore.com/home/assets/cust/img/mtdg.gif" height="320" width="293" /></a></div>
<div dir="ltr">
It even claims it "performs even better with application requiring more CPU power"</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
By default, libuv has 4 I/O threads. For most of the time, it's good enough. If your application has slow I/O, all 4 I/O threads could be locked up. We could set environment variable UV_THREADPOOL_SIZE to increase the number of IO threads if the slow IO is just the way it is. However, if it's abnormal for that IO to be slow (due to heavy loading or some other failure), we should set timeout instead.</div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
Note: our application use request a lot to call other services, however in the documentation, it appears it only have timeout for the response but not the connection timeout.<br />
<br />
At last, we'll need a tool to monitor the event loop and i/o threads to better tune our application. How do we know if the little thing we do between IO is blocking the event loop enough that request start queuing up and that the other CPU is idling? or that all 4 of the io threads are blocked and even though request is accepted but nothing is being processed. (note, our application has clustering and once we had a issue with turning on debug logging, probably the disk is too slow to write all those logs, all io threads are used up and the cluster will kill and restart the child process!) Strongloop has a monitoring solution that could monitor the event loop, gc, cpu and memory usage. <br />
<br />
<br /></div>
<div dir="ltr">
<br /></div>
<div dir="ltr">
references:</div>
<div dir="ltr">
http://nikhilm.github.io/uvbook/index.html</div>
<div dir="ltr">
https://github.com/libuv/libuv</div>
<div dir="ltr">
Bert Belder - libuv - https://www.youtube.com/watch?v=nGn60vDSxQ4</div>
<div dir="ltr">
http://howtonode.org/understanding-process-next-tick</div>
<div dir="ltr">
http://nodejs.org/api/process.html#process_process_nexttick_callback</div>
<div dir="ltr">
http://stackoverflow.com/questions/17956692/child-process-for-cpu-intensive-task</div>
<div dir="ltr">
https://github.com/audreyt/node-webworker-threads</div>
<div dir="ltr">
http://zef.me/4561/node-js-and-the-case-of-the-blocked-event-loop/</div>
<div dir="ltr">
http://strongloop.com/strongblog/whats-new-in-node-js-v0-12-cluster-round-robin-load-balancing/</div>
<div dir="ltr">
http://www.kennynet.co.uk/2014/07/07/nodejs-and-blocked-io/</div>
<div dir="ltr">
http://stackoverflow.com/questions/15526546/confusion-about-node-js-internal-asynchronous-i-o-mechanism</div>
<div dir="ltr">
https://github.com/request/request</div>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-77067844937232180882014-12-26T00:49:00.002-08:002014-12-26T00:49:14.081-08:00Reactive Microservice Part 4<h1 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341749"></a><span style="font-family: Calibri, serif;">Best
practices</span></h1>
<h3 class="western">
Shared Test Environment</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Developer can run
CI jobs in the test environment and it’s very close to the prod
environment. The stability of it is treated with the same respect as
trunk which stays open and stable so developer can get a clear signal
of their tests by testing their local changes again the shared test
environment.</div>
<h3 class="western">
Canary deployment</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Canary services
can be rollout little by little and direct traffic towards it. If
there’s any problem, we can roll back the service. Netflix Asgard
is a deployment management which manages red/black pushes.</div>
<h3 class="western">
Monitor Everything</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Service
dependency visualization should be able to answer questions like, how
many dependencies does my services have? What’s the call volume on
my service? Are any dependency service running hot? What are the
top N slowest “business transaction”? Distributed tracing can be
used to build a graph of all the service dependency. Some APM
(application performance monitoring) tools like Dyntrace would also
be able to trace a request through multiple services. Dashboard
metrics (quick scan of services health, median, 99%ile, 99.9%ile) are
also essential, e.g. Netflix hystrix / turbine. And 500px is using
datadog. Google has cloud trace and cloud debug (part of Google
Cloud Monitoring). Some of the other metrix to measure incident
response are MTTD (mean time to detection), MTTR (mean time to
resolution) and the method of detection.</div>
<h3 class="western">
12 factor application</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
The twelve-factor
app is a methodology for building software-as-a-service apps that:</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Use <b>declarative</b> formats
for setup automation, to minimize time and cost for new developers
joining the project;</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Have a <b>clean
contract</b> with the underlying operating system,
offering <b>maximum portability</b> between execution
environments;</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Are suitable
for <b>deployment</b> on modern <b>cloud platforms</b>,
obviating the need for servers and systems administration;</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
<b>Minimize
divergence</b> between development and production,
enabling <b>continuous deployment</b> for maximum agility;</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
And
can <b>scale up</b> without significant changes to
tooling, architecture, or development practices.</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Below is the 12
factors:</div>
<ol>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Codebase –
one codebase tracked in revision control, many deploys</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Dependencies
– Explicitly declare and isolate dependencies</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Config –
Store config in the environment</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Backing
Services – Treat backing services as attached resources</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Build,
release, run – strictly separate build and run stages</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Processes –
execute the app as one or more stateless processes</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Port binding
– export services via port binding</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Concurrency
– scale out via the process model</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Disposability
– maximize robustness with fast startup and graceful shutdown</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Dev/prod
parity – keep development, staging and production as similar as
possible</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Logs –
treat logs as event streams</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Admin
processes – run admin/management tasks as one-off processes</div>
</li>
</ol>
<h3 class="western">
Automation</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Automate
everything, from building, testing to deployment, rollback.
Developer should be self-service, no need to ask for production team
or building team to enable them to develop.</div>
<h3 class="western">
Mock services</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Each service
should have a mock service for the consumer service to do testing.
It’s best to be provided by the team who develop the service but in
reality, it often developed by consumer service team.</div>
<h3 class="western">
Service Chassis (@Kixeye)</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Service chassis
is a framework to develop microservice that has all the core
integration included.
</div>
<br />
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Configuration
integration</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Registration
and discovery</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Monitoring
and metrics</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Load-balancing
for downstream services</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Failure
management for downstream services</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Dev: service
template in maven</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Deployment:
build pipeline through puppet -> packer -> ami</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
NetflixOSS:
asgard, hystrix, ribbon + websockets <span style="font-family: Wingdings, serif;"></span>
Janus, eureka</div>
</li>
</ul>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-22559067819705213462014-12-26T00:47:00.005-08:002014-12-26T00:47:58.148-08:00Reactive Microservice Part 3<h2 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341746"></a>Resilient</h2>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>The system stays responsive in the face
of <span style="color: #5b9bd5;"><span style="text-decoration: none;">failure</span></span>.
This applies not only to highly-available, mission critical systems —
any system that is not resilient will be unresponsive after a
failure. Resilience is achieved by <span style="color: #5b9bd5;"><span style="text-decoration: none;">replication</span></span>,
containment, <span style="color: #5b9bd5;"><span style="text-decoration: none;">isolation</span></span> and <span style="color: #5b9bd5;"><span style="text-decoration: none;">delegation</span></span>.
Failures are contained within each <span style="color: #5b9bd5;"><span style="text-decoration: none;">component</span></span>,
isolating components from each other and thereby ensuring that parts
of the system can fail and recover without compromising the system as
a whole. Recovery of each component is delegated to another
(external) component and high-availability is ensured by replication
where necessary. The client of a component is not burdened with
handling its failures.</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Since each
service has its own single responsibility and is independent.
Failure is contained and isolated in one service. If one of the
service is down, it won’t affect the rest of the site.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Failure is
treated as a first class citizen.
</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Redundancy
for machine/ cluster/ data center failures</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Load-balancing
and flow control for service invocations</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Client
protects itself with standard failure management patterns: timeouts,
retries, circuit breakers.</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Resiliency has to
be tested too. Resiliency test or game day should be execute on the
production system, making sure the servers response well under
failure.
</div>
<h3 class="western">
Api gateway (netflix)/ api facades (500px)</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Api
gateway/facades owned by web team which basically a proxy to the
various backend systems. Since its own by the web team, there’s no
need idle time to wait for the service team to build the service.
Also, it functions as an abstract concurrency, which can pull data
from various services and flatten them.</div>
<h3 class="western">
Isolate/access</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Persistence
between services should not be shared. This break the independency
in both development and deployment of a service. However, this is
one of the aspect of microservice that practitioners most struggled
with, esp those with existing monolithic server which share the same
database.</div>
<h3 class="western">
Loadbalancer</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Using smart
client loadbalancer. Netflix has opensourced Ribbon for this
purpose. It can avoid the whole zone if it’s go bad.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="351" name="Picture 29" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAosAAAFvCAIAAACttRZJAAAACXBIWXMAAA7EAAAOxAGVKw4bAAFDF0lEQVR4nOy9B5cbR5YmmpGZ8Cjvi54smiKLVhRFkRLlvdQttdptt7p358zs/I3dn7DvnN1z3s6eN2enu9Vmelqm1WpJlPcSJXrPIllkeQcUvEkX70YmMpFAJoAEKoFCkfmJIquAyIjIcN+9N27cYI8cOZLJZBBCFEVhjCkVuU/kPxVBW0jjoCKkla7AnQEro9FpagfLhzPSHNQbLE3TemKuETKdU4Uc3/xAlRKsppdx4MCBAwd3FlhKplWNWYGwlR+UTyzq0OKqImYFFemZsvz6DpoKVrrM6VYHy4cz0hzUG6xCz6hQCdZzNkVb4bIcECpp+Fld6rUCh6FXI5x100Fj4Iw0B/UGK0mSnjuLeFSh64q5aAQv4dLbLk3G0FAdS1buKuQTB00BycJAw063OlgmsKU9ZmekOVgO2IopLMmJTca+VmBx4qy+F7vrYXH/woGDZcIZaQ7qDbbAoK3Thh2sFpiKR6X68c7ra+2N7ozXceCgFIpmujPg7wawEsbwR+vqok7PeYtZBrLPqdt4AMyWDDVUtYfUGCOBja1XQw6r0RBiiqpeozzBN7JNisdnPYs2vuwd0/uNhNHKjVS9GqvDsH7tWnOX2ULt9Rgwy1wAm01ksaWJWCBnYGjapnezsdvqvmSgyks5luWXXPJqPOZqQ4NXyTtsUdZex8pbIYOFcsWtC3dYd9wNMDNeqV81cWdaGWllFKT6zY5lToH6qXMriMr70FVBEnNiJc0sK4qJlg/woj0SH3Dt8raESna/tVwrEjzZbFClgapaDxs9o1BpK7eW2JCm5tlofLCR4xurHVuVuRuj4jpr+ZRpvbqikTp0s0kDdjW4de5Zfj6mEz8/ruowlkxmelECK9W2VqUyWWnnfSoufaSgalqgDH1UfHe5PIvlVIYtE6RyE1loHLZodbMrBI6lBrWYjx3tXqbFy7RRwVOlX8jSiK9mdlXVeiavhksO1nITz7RQYz6GT0we1OZXcxFBHuVaGFuSOewnucJFycoKqIf1ddAuxaiGFiipmTVQIrKr48zzMX5m3zCxp+Zmw7tOyI3h6jvXOD1rlpmaGhYqrHiKSdrrlznQXF3Rq8jcveyiba9hI/ahDTPH9JEauUoq/dXyYJcCZLFidnkGWKqSuCz9z3oNV2ozBSqf34loMiW+XsDUMk13tqPxLX83+8QsH6woiaKkmpTJHBJXtkKNR1mhxOJAqWzBbh4BT8c6RdW2IreabjoYH9SKsDMssbzE22gOrdAj2sBQpNiir6pSOmuwvpaooflYNdawUlnF+UhS1RO/WrVbv9Fv+Mqk8iu3TNuzs6bA3imgg52VdLBSqDjIi/ehm4VGGggLHmN5GBsUa3+tFuR1mkoJDZ9YbqsqnLaqAAl+Z19eVSQx9rpuS0J9S6P3mS55XghWPzHumlvYUSg5patjM2M/1tBT1XaF7pVzP5c3UazcpMKrQYcrrmS13r4r7hq5slgtr59naNkliy4XFOyOAFp2f6zs3DXOQ6luq4ldHv52ocgwr7x4bZXUFBDjYqwfIaWmAzZbxCvaM/UVxcZPLEy9gh2plYbFmpjOOOPrr0ZYGXu29JfFVctKWWqdkV6MzglMuWnRLAOsrtBesgkHoWLiUqxoNvtyO2hyLF9AWVk0Dz9p0FqzTM0sacc2VaMisFkz1m9M4CJ9xay4FT+MfvcA525hMGlcbHeIUou2iPppAqbj3BgYw5aRZpJzra+vF9ZZURCVPpPjlhRL8cs/FN/808zYjmZNpv6w0gKmaDi8XsY119wmr35YcWIooWzKeyeZNgcqXQHbIRau/vralpkhtG58lkpjRRoguchZlUmspSG1lX0+9PXUvECM3Vqd4dqsm/TOWQVZl33KXhR5hyHZxk2rw0MqNHdbyWeZqHZpwqVraJyMpR5fJoj1SHe/US05lK0G0iWzuo9VPsNqpr+VZrQCqbCJSm2dGHeVbJH7Da63Vby+/lfFjqHN3ILbJ5HsAbP8ulLE8aR4460GKD73mLKzbkaJyXisRTK44+jTFFXD4qkYK5W3csgK8rEynnJnFstkaBTHTPOxMM7MTlsVE0P9Ar/o21/zCdDGTFFirfQybah/5cpn5LS/qklj+pS0vNNWYlFqxWSpWMrKZKUWKtl0PNKIon16oqih/BjOzXHD8XQjViyMDM79oAyeoqWg3kYdbQTiMm4Oy8unth3ZCuPT8pEgJZ/i0Vsa2hQ2nZsFA8nwvX7xIdKhvWPeeAy1yimcewphmqaxCtnKjfOenKhwnVA6rH6ym/VnscWrZJZXSg6GggrS1FQNK+xrqa2qKb1chkaRr1ZU14D193PI86txflRZeg0+2LVlQlBYt2XqXrAOa1KyybfaRrtY9/7Iv0hu51/H2ZqKb+FdLa52lbsDFYe4sZInWSxFXPSJbdEjysiLpemzxtMEholfULrlLCu0nuWWqXqclz7JKZtnymWu9GC97LvlG7aafETdwQoWBAlJzP9e7K5CgsIU60O1RW9YviGrqhdezrpp3DYr82DdzbhlS2+SrKwUlvu3UoIKWN4ZJ90nVoqzVJalwV8xE7u7I2dEwZLpYULbLMZV1qlUNRo5iUBWrnYLptRAsq/LLOVTVFqZ7S2zZ7Hpz6WSWaR/W1ZsKyUZM7KSuQmL6+xnpcqtuVPNhYYqHykCS5U/YQrP2xRNqZF8gORtm/JpLNamttFzl8PY17Tuu9qzLZFz0TQQLRVhRcinbbEzoJUbRXYFICqZv01pbHz32hbulYbF0VgZ9ZDzimD7dkNVI8SiZlUGFduxwaOxPJrLl9va6X6bjupbsDvLJv76rnHVwr4ACM0e8UBzjygAbY9GaFW6b+oWKgdFey6lQ9uFMob0IiDU7OPNgR7LJMLmk4GqQENpqBIq3A9Nzn3KNvFK87yhZqrKvksWgnnLOxIVSyp5IraqfJYBewwYZrBvI9pCUbaIFbJhsTgno5xl5ciItWaUbGkiu0Zj9eVKlJ0inQmqOOJlKm9p31aV18rAZL/LvswbNxqbDtYWB7vOgVmZjASWtmQbwXqGmGKGTValaeo6zzWUP9tjLywFkMeWTCK1dZS1AwaGDbCayjLPumFyroVmtAq7LkGylsqWFrLgp1z7KFpZ0DZVusFhkmo627MK+qfB0QIaGdHIrlezMhmbKmhXk1m5bVoULa6JKyuSNmHwjSaH+T60oRWbaoI5aChs05AapSKppTWuKPtgXMGaLQrhHQBWkqH9rqmwuqiIDa2QPbdBN8TBwTpqbsS7Z+vOrIFM7AemHVuczNLJAqsVK1sja0eArMqLtnhXmH1oyyEQ89LsIcSar4AyTBALW6TWvBVtOcBi+mBtaPBCXFu1izjbsuuWhbLqthCaOOrbl/nye7+ylXtlFc3axqVZNI5i525r5xsqJ6urfXJVO1zkYbEZaxppJk1k2z60IWMDI9k4Qezpa8OGQl3Hp2QhbysGLTldLRUwNJqlIBGIYsyeraogex+0kqahC3EjVx4ro8i2QdzYBbX+vtyKrQc1cHv4zuCkQmCzdcP26FoOHDiwgjtykaEsHU9p6GLuYPmoaOXOsYsZw+h62k67QMFvpmPOwgizZOyyRXSzYjQzXxHupv1SW5rRYs6W8rHqqmAhiT2q73IOihdnVaecTWDTYWe7mlG2u1vWWZuHpm0ajZZgyUX2roZ9o9EGEB0aGJqm85fV678uHzay2gA0FWGqa5onq5TE+FEtlbRWUm29aVcgttrQ4Flax82CGiPc1VJU/basbNuHtlKWfV1vJVa0peOzNVeglkltIYmF4FAN3oe2gmarUhOKAkoU6/JpmqoZS1q5FcXa6NDY4HvibPT5qi1a58rag5pwiDcbaoxwZ8mAYVimayjJOmoanybZGH5dWT+JujaacR+68uvWpCKt/D60fb14N68qcufbZK5pzHloUSS3T4pqaO5SynS+Wropp6RA9vk5WHzjmpqmRu2nFm29pjSmqLnRbFkWbRyAdTRFVF/W8rKvX1n2ZN5IhrYLdk0Qy6719jRJIwOaIkO1m79bLaLZIivXbc+2luLMfbnLmK8LgopoTGlFqa1V3C6qg7U7E606kFaEPQFzrQV8YWqzDRg+sRII2qqUY5Mlp3577o3czTeynb0GsYLrDUx7dhX6+Fg891/x1ayFN68Yj99O2EYt1o4xVH2wbJWg2RjaRizfYaqCL7fxUKCpW5kV0dWSn6GF/R55x85KTo2Chah1Futc232lxtltNbJdxZy1vxwsA3Ls2OrNqpTJmKksEBhGY9PNlxJoWChf27DS4SpXS89WwEo3o0kayjYjJC4MR2+MfVuxrOK43BVvEysqT/nBUqBxa4tURR8N0Zopq5FgKvWnRUtjbTEUzY5+15KPlZwd1IDauqNG63Rjz0M3Ek0XPNVaLFvbLroxvNgdMj1XuhnrV5Z8OB8VfmC22Vr22G2Ooa1bz0wp3K59aKslNpXkaCEeksWFw67jRqaFFd+JUk8PWwcFaCxDr8Z9aEtoPoauqw9KxYzumG5d2Wasa1mWrMtll+LmisttG+wyZdhkLqbs02trxp3gwGlfd9hlNFuVsK8ZrZXWZCK1FTS2iRqKBr5ag7veyhpb3psBq2mUOF22w/xoUtmSCqzcNZ9vrp+CaF5Wpaysuh5Y61FLWdmBGn1368a89jm92gbbGLrJ3ssIbJNNxTSfRjN0o1q75kYzwq6J32zTs8GSh6UQ6DblY6nLyuajiBTYvkFrcWe3zJesmmZ51VnR9c6ak2cx6nivfWOxKl6k2SrZbPUxorZRXb986gpjJeu6ydr8vW8Fxre4Q3amzWDf9bWVyap+bFZDeA+26DEru5W2BAwphaY6T3InWIaXARtf/q5ux7sbNVqGan2qoZuad3FZVtCE3WEFDV73KuxDYxXK7wpBItVH3NwvzPChPYeGS2ResaxVoSWsRjgM7WD5cBj6jizLCpqwO6ygqda9XEyxfI7yz0DPRaFLilCDpmunPmpTYNVGwkqL2Rkw2Y4map6RWrPZZjkmmXpYfZZTpcZYobQVYDmZ1ANFS5OCJqyng3qgkUu6XSUZY4DXaOUuyhUyEdXYGaUU3+Jj11ZCihnCcdS47Gp/5SuzCnToVRG6vDhn2yLYWkpVps51joq8LFRbBCazpY47hra8sn3tJh/yRxW0KUvhOLBJxWoJZ2QtRIZdaLZQG41cLZuwO6zCjjayGKqospVbCxNGfkYUI4fmVh4S5ePkdRJUa1wFEFXcfk2oMhvQYB3anmWaauj+QZk6l2q98qcPjArr8o/+l0GZjSH9Xa7yz6gGSb2ROrTFfKxUSUKKpFcuZZlwHEiriVlhVmxF2lN0LrGlhrTFCkU1X6iNRh77tGTlthaxpJGwL2KJpVeroEMXxRQDiReLBTXEhWalmoENkVNqzBZbc723BfaNHmtrWeV8rNyChwxiMulRVCGNSVlU5RmGrWgJFs7tl8mHvCBWriOHvyQXy4pSDprDBCXfxqZEpSWGUPiLZkj3MViODE3SSPLAZlimUl2s11omAAnTDBkmqPRTMKegOrJlCqor0kgJHyfp8zEWb33slaFVrWHzaUh9BGgJhnHJAeNFtZsZUZCgfTAWSd0YC8ESjF0mYbkK0AGMJJLFA5HcLBjPC79CWNeQqPJ9AQUvXPBbvmU1RQQVquPkn6LVCRq/sCxjM1rsILuWKiv5IAsXEhiXAtPCKr6axYlfMU4ifC8a8qkxuqJN6oSVZqQMg9DYsIRLK+aiG2mmKDwPrYwD3X0YgPLPW4fJEmQMQ40MzuSFaZBZgDSLEb8rlmUG29RaS/fL2qS1mMeWq62RmmSfDwNf0G1t7R0drV1dXS63OxaNhZfCsVgslUppRiCobVtbWyAQSKWyqWQaPmcYKhhs8Xj8yWQynU6LhJkKMza2VTXbnFjCmnNlqa6RRBG+DgaDPl9AFESosiSJtg2sovqYdT1Wv1K+BWaGJmpt7QCJARpQ4LNujwuqJwo4Fk9CE8mSBEalTcrmFgvlH0lyudjWtlafLxiLxjNpXrs3r6qaWwxFXN7oTenYV7/QVQzTa8xJ34zaVLLShZb09bJxH5sU2GwBK36RysNcEdyslGYhTcUkdYSxcP1QqepBPQrF5MJmyE1Rm9ZoSzyKK005G7csDGWZpbHNrmhphNUmahhg43SvWG2LFg1LOnSJCQ/N29LaMrxj+Nlnnz1038GBgQGf18dx3NWrV46///5nn302NzsLv2azXHtH+zNPP/3U009/8fmXf3v7nXAo3Nbe8vLLLx269/Dx48c/+uijUDjEcxwuv+et9oKssleoNiKWU9Td1Q2JE4lEJpsxFbxYhn3hhecff/ypmzfG/vzn1ycmbqcz6UpNYjOU9yJmdpbav3/fz3/+SjyWeOPNN8bGru/dt+fHL/94amrmtb+8MTE5kU4nBZEzWXG0lmHKqLC4s7PzxR/94OjRh959572P3v80El2QWb/GqVvUnqZbCUahKv+JLDmRD9X5TmQpqsJmR4NdWyTRUuPY5FxiSbKoPGFNl4bia1usGLlNVvUVpVqrMPGBwOUSlMyn7LfFOrQC0+sxlonaclnhLebGll6/wuqasyVNoqZ8JIGYrHt6eh5/4vEfvfTS8M6dNE0BGSdTyZaWlvvuuw8+2bxp0+uvv35tdBRGrcftGRgY3LRx4+i1G26XG55laGagv3/Dhg09Pd1erwd+xayL2MdxgYXZVDYiY08yfCIDiFl5yu1xj+waefzxx+fn599//30+lFcZtWUXkkm0BLwFVeWyvM/no2mGGLqxpDmSmIjb1m4sNa+2/tfChlV2wVtaWjdt2jQ/v+DxeGia7urs3LJlC+iWHq+H1I2mXciVFcRSddNeLb9QILKXQLYTZB16cGBgaGhLV2eXx+tFMWUvIm9jMP5Q89tVfn2sVL9AI8dFOjr8Ec2Ub12GpuPTovxuseYVYZtziR3JzBnakKi2gmoki5qesgvmOnRND+pR4ClGkaWHVvIu451RI6yYeWtCXVncitRqpQJWrNxWXsOStdwC7GoyGxnazFqDvV7vg8ceePlHP9qyZej66OiZs6fHx8ezmUxfX/+h+w4dvOeeRx59dHZ2bm5+YSm8RCujl/BqLj9B4CcmJ69cuQJpslkgHV6URJlE1XUzx81Iq4Uq0tNFLhpKspyKJilLv+T3+e47fOjo0SPffvstw5L/gL1K2LaqJtxKPVtk8CqZSJ9O5n0WMWSmk636guppCWn558rWaf3SgcvVovg5+W9Ge05rc0Oa/CdmrWGepkDBKMes2JAGGdKY/1rmw1JpVljZqBKWJqxdZdW0Eprks/yqVAMrJg0LxtUK37NFY1qvO1fMvCrYIwA2eJTLakHFVCoxlM9pJcWRVbHNZXw1aNjt27f98Ic/2Lhx47lzZ3/7299dvHguFo8rxPDV11/94he/eOThh0GZvnDh4qnoacPpQymRTLx//PgXn3+5GApFI1GZnQVZqyrqMu3BAvWuSI9FiFVTSgp/MwzdEgx4vT5G9qsqO2lLKo45La/QVCsLAOVJXVLlClSqh4nrXKHFVqk2cbXDopjz4VKS6vNAViIMqRKMsoDU4FJZ3ObWitND0jwFC2SFQv3YeGpLSSpbvkHUkr2CyF9aE9DyF5Iyr83KVV/AwsRvNtR1KTA2lLX9v+KnjCYtK2tsg2Fi5TamsKK8lf02H/UztyiYGaDs2f8w05DMEhrmk+EhLcVyKmZJo8GWTjPatxFgGN/GtzfRoYtfBdnlO2CGYlc+s140TiYLInlxI0KrtrW3H77/nh07Nk9MzL799vHz5y/HozFR5BXDz4Wz594OtuzYNrRmcHDdmrUXzp1HkkhTIlk3iQ0ZWANx2czk1JTb5cpmRVChES1viBLnCtHr83k8HpfLx2WzqVQKvpVXfEkZgSzLwLeCDJfLBao8/ApaeDqdEQQlXoDEsBio2R/weLy01+tvCXZEI2mGwbzAYdWBWWYOTCOFv2nZDCzo24OkEVVdEOUc2RDldrtdPq8H/oEKZGQQoSDXtEo9yc+QzB8IeNweqDKkTKWSmUxKmccSlhhCnMQe5nK5A4EAqM1QeZ7n3QzDINBhsYi9xL4Lv9BkRiAaXpX1+NrhBUmbcFme4ymKJ0ZsSXFWJU7WbrfHB5XzegmTSVI2m0kmU6IyDkk3wotCUSAcSMTrjEZkG5rCLMv6/D54JagUl+V4HqfTadkln1fcXWgae7wegWwUYIYmog9Uk+NEaHMQq0hl5VaF7oUxAH9DNVzwv8fD0G6eFyA3eDuRvDeWxReoD+/x+Pz+FigaapdKQ02zREAhRhQytRmWdrE++diq4PVAR3qgnWEkwJDQekcx0Zvuo1vZXDdb98yGfw0wP0TeIGncdNEzHm4s9tM22+C3UmNrTW0hIwuw6IVQ9LIm9GaNF8q/GKs5VhQInkUnDWxhIMMblOjjSmlw2W+rqo9Nvty2afYWXDpr3Z005mOXVGEiU9WQtTEf6Jyurs6RkV0uF3vx4qXz5y/E43GO+HmJWNZg4dezZ898+smnGzZszmQ4aBhRlAQSI0/ZEgXmE4BF9u3bu379+suXro6OjiWSi6D1wnq9YcPGvXv2bNu+o72ta35+/vLlSydPnllaCgsiB08BtW/ftnXPnn23b9+OxaKbNm/esWNHb0/P/PzCxYsXz569sLi4AEQ7ONhz5OjhHTu2d3Z27d27l+OEL7746uzZU4lkXBQIUZD1CGv7rxIyCFxki5psRitiQW6FYVhmcGDNvr17dmzf1t/fH4lErl+/fvr06anpaeAYmJLwlpIoutzsmjVr9uzeMzy8a2BgkGXd0Wj00qVLp8+cnJiYAGFCzG0k051dnbtHdkM7dHd3h8Lh66Ojg2t7/cGAaynCECZVakioaO26tbtGtm3atCUQDNy+NX7q1KkrV67E42FIAIwqiZh1uwYGBnbt3LVrZNeawTVAqFC90WvXTp48dev27VQmA6RIy5C1aoRyJEd3trdt375t3/7969au8/u9HJcdG5s8efLk1atX4/GoJImQZvOWjXv27Jmenoksxbdu2bRt+1BPT+/83CJ0/cULl0PhRZ7j5IFBWrKlJbBrZGTf3n3r1m0EIp+anPnu++9ujo0tRSLEUCKCYEH19a/Zt2//rp0j3T29yUT62rXRc+fOTU5OQuPIkoHQ29t56N7D0AmLCwsjIzBONszMzHz55TdjYzez6aRyok8djTXvLtXNeLaiVnPT17egVppkZZunbcUUFmFTRrassazRsaLoV7vO21jdNm+UHVv1/yifqLH39FmZhIYKFdnh613h2iahJRSONJph1q5ds3btYCQaGRu7FZFXXpK9vAcsyRwcXlr67e9+C+pZJBJPJOJd3e0CqGZYIWksiEJbe9uDDz746KOPvvbam4uLEY6PgZ40MjLyyi9/dfDgve3tnaBjQZ5AaX/605/ff//92dnpRCICqt6BA/tfeeU/X712FdboBx54oK+3z+N2Af1fvXrtt7/9w0cffQDMvXXbtueff/7eew+2t3UP9q8dGdntYj2zs1OZ22kiGQvEUkp8ysSSoYUM000CZXd45/DLP/rZo488PDjQ7/P5YALCu3/44Yd//etbp8+eS6VTPIeRyzs0tPnXv/r1gw8+1NXVDXqii3UDLYZCS2+//dbvf//7yalJkGCgL0B1/uEPfvjyyy8PDQ25PW74ZGpqcjE009vXG16Kgo7OulzENcxFWvunP/3ptm2bOzraQTeVeOH7U2f++Mc/fvnlJ7F4HNRiYOjNmzf/7Gc/e+KJJ/v6+kDQAWHC43JFY7F333vvd7/7/eiNG5l4DD5HGogAgLq6u5568smXXnppeHgnS4C8bl86kz195uz//bf/+/13J+AFITOg21de+eXt2+OCQB05cmiwvx96B6Qu6P3f/OZ3H3/80fT0FM8D9UrdHV1PPPnYj3708vAOyBDUaC/U7ey5s7979dXPPv88FothyrVx47qXXvrhE088sWbNOpfL42JdS0vRzz777A9/+AN0ayKREHhq48b1v3zlP8Hj8NU9Bw729vSOT0yIIgJZJxKWQByE3odRpxyyN3afJcXO+vi3A6trt1vBaqwz1ahqm98PTenkGjuVrUqfUJVt3LbFxLEmL9hTlkVYYTvjkrCy49suhgbFW9J5JiFiv3X39na1tLTHo+n5+aVsllPWSpEcJpaURJlMBtRcYGjQPInOLBIDNKSCfzWf6mAgADzndrkp+Wjypk0bf/zyy/cdPhJaDH/99XexeGTjho3A2T/+8YvpdPK99z4EDgCdzO1hW1pbjj14LJ1Oz0zPnDp5Cmh798iOLUMbH37kmKxZJqanZr795tvu7t6hLfTU1OKZM+e++/77xcVFXuDldZ38J8n/MyyrTDNFYVXXfVFxN1O+IRZBhPv6+1588cWnn35a4DlykGxuDnRWUNCfeuqpTJabXwxdv3EdyLKjo/X5537w0EOPZDn+k08+m5mdhbcERR+02/uP3H/y1MmZ2RmydYepA/ccePbZZ4FQL1++DMzk9/l379kN6mxnR6coEJs/oshuOjTOju07QLccuzX6+eefA4uO7N65c+e2J598BFoYlHguKwVbvA8//AiIO8C7n3726eTEJOsSd+3avWvXnscefeLypWuzM4vpRBwkKJAVlMgwxGAtYajVs889t3bduu+//x5yy2b5tWvXHrhnz959u46NHblx/UY0GpcwAgGira0N6p9JC3MzC2dPnfcH/Lt2DW/YsO7YsQeuj14LhRaJid7tPnz4vh+//NMNGzZeuXJtdPSG2+Ua2b1reHj7I488PDE5eenSJRAyQHh67tlnEWI++fiLxdBie1vbvn17H3/88XA4FIstjY1laESBPOT3uIe2bcsKFMh28Ozt27dAgkklU4IgKPZw2ciBLZ7qtmk2WMqnkdHBaoPJFlg9I4g1Mnxbw5Dbhy4ya2uwcfU32Y8xi1iCK1bALoaWj9pWTGVXcZZ8uQ1patjbkD1ecMVXq7lnDfvQhpxqmoQFVm5yXpUU5Pf73W7vYia8uLAgbw0qO51Iv+MkgYoqW4kNu0ImG17BYPDgwYOwUk9PzYJ2CFQUjYYHBwdf/vGPnnvuhQMHDpw9e3FpaUH2JxMoLIICeuLEd//+5z+Njo563O4XXnj2Jz/58ZrBga6uTuC/sVu333jzrz29fVDPTz756tVX/zQzM5tOJ0SRl/dWLdjlZFFD3UuiWBe7b+/ew/fdl0ym3nzz9Y8++GBmZrqrqwsI+xe/+MXIyK6hrVugiGQyvnHjxoP33pvluNdfe/P4+8dnZ+YYBgGR/9N//cfNm7d0d/eASs3QdG9v3wNHj65dS6jx9TdeP3f2HFDv0QeO/sM//KIl2CEIRJIhfwvEyAwNdu7cuVdf/bfTp08DLT366EM//08/h0K3bx+enJpOpdL9ff379u+DhO/8/Z2/vvXW1OSUhFO7d+/99a//4aFjj4Eq73F7de2fQ2dXJzRsX2/fdye+e/XVV0evj8Zjyf7+vlde+dnLL/+4p6fX7w9oiWmG6enpOf7ex//x53+/fPGS1+d95pknf/WrX/X19XR2dRHqpxFo/8ceeqi/f/Cbb0785S9/OX/+AjTjAw8c/ed//q+bNm3asGHDjZvXd+zYduTIEeDWt/7217f/9u7MzIzf73v66Sd/+cov4Y2+/35oamo2leLIwkcDT7PTcwtvvfHG2NjNpaWla1dvxOMxnssoC6PC0FbGsHkX1/xkUT7WVsKGhRiyaHY2MrSJqHGHWrltQfFpK82sXYqza4axiU1uILdieV6dsLZeG8azBSu3WT5U/ZrR5EVsGSBGt0dEyQztAZUrk8kCj0iiqEqTRlOL5lZcqlqEs9euWwv0DOv+G2/89csvvwINNculo9HIO+949u09sGHD+k0bN9y8eY0XsqAmAhnMzc188cWXQGzRWBSU4Y8+/hj0ys1btrW3twPVCbyYSmU4jpeJTkomk7KjuGRc05UjATiHgm+Vn2XXaqm7p3P/gf3d3d2ff37i008+m5iYSiSigLfffnt4eHjP3r2EXb47nU6nPG7PwvwCqI+ffPLp2NgtLssJAnf69MkLFw6tGVzb2trqcrshYyDy4eGd6XTmiy8+B96NRCI8x3/88cd79mzv71tHrLiyKq8o+tNT0x999BEkWwB5iOM+/uSTbdu2PvPM0yO79pw+dWYpvOT3B6ORyNdff/3ee++N3RwDzqZQBhTW8+fOH9h/KBAMerw+pTf0L+jzeSE3SPb+++9fuHAhFo9BI926NXbq9KmjDzzo83qDwRaaRGfNrUIL84vwUmfOnI1FI9Cwn3/+xf33HwadG9qcpllQ97dtHdq1c2cymYYmunDhErQPz3MnTpwAHXrrth2wXoG6vHvP7v6+vlOnT3/w/gegtScSiVBIevfd94a2bjpy/9EdO3aeOnUqnUnKixtOJJNffvH1W2/9bW5uNp1JgdQkCDytjUprOxSl4Fi5K2I11rlhKN6HNnrq5rfQSizEcmTQ4g+NIVKRQWM2Zx8rnlmVEpiYO4wxPiWMLBTWyLFDW+A6Y1Obu2zYUiFrMHE4rykfvcRG/JsFXmE6WJdBuaQoJSYG8dDVRxiR1VBYuWnFri0TISJ/JOUPJkq2fLgZlvv29o6+vn6ek0KLS26Xt729k6IEURIzaS68tDjUta2vv491MTwvsSzxg56ZnZmenuU4EA4oEA9CocVYPE7TlMfjg1qpsoJc8VxQDlCdBflPvlckhbQlCecpWtL0Myl3rItU0O1m1q4ZiCei165en51bSKYzvMhB1jNzs+cvnd+6faivt9ft8oDKe/rM9zdv3gR6XVyMAjfD0O7sbB8cHPD5/RRDMayHYd0ipnoGOnr72+dmF8bHp1PJjGz850OhedA777//mKQBGlvIzs4sXLlyLRZLAD9JWJifn7k2evXYsQf7B/p9fh/U7+rVy//jf/w/8Jqh8ALPCzRi/IG27u7eYIufYZHHpfirM/LrCFiilZaZnZn5wx9edbldsRg0XhzeORhs7egAGm1zuxiGZVwuD8hDItkZAFlHmJ2DNp/LZDmOuIALC+HFpWikb7DX5XVhGtMutndgwOP3T07Mjt4ciyUyGZ54ek/Pzv/rv/2r398yN7sYCHq6ujoEkQeyFwQJetnn88ErQseFw2FMoe7efsgBLyERI9DaQbSamZpNJlPEG05SXMGJLwNlcPKgCqebheihlkJM10xRNTxmKS63tbItXQvRQP82KzlbuY/AYlaNQeXg+Fg7i2UakzIX18TwlFlGVdeuBIwe5pUVfWywr9hdH5MyqzyxdjfLkkYXRVgrQUsD9cjrcbe0BJW9UsrUdCbvdxZmpz9rm0/u9XoDwQBww1NPP3Xgnv3ZbAYYGopqaQmMjIy0t3a0dwBtsDzxdSJdBms31EGrGjnMIwpmHZmj3XIWUawl1ZTp4pQul8sf8KdTaRKdlLhE5bIG5pifm0mlUl6v3+vzQTkJgnRnZzfo9H19PcSlbt3Atq1bdwwPt7a1e7xeEGpcLndLMOgL+FOpeeLaLSvKyluAlkzimWuCgtzaS0uRxcVFSMlxwNDkaBMQKjSR1+NjaHIQPJGIJ5MJaKuhLVsG10CZ66HQTZs27tq1s7e7x+Pzejxu4/oHCnQqTWLA9ff379u3D/4eGBjcsmXL8I6hTZs2SzduQKcwNCMigRxQhleLQylJ7cyCKIAwwKFcCFayDgWDfhfLxBNJ+RQWsazAp1DtiYlxctZKpAOBAaik1+vZt+9AW1sXPC+f0BNpGg/v3DHQ39/TMxsI+GWfNRJATRAEYtbm8zHbc61CfixeavTLoH3Hexo38W20rzXbatXg5dOu28/Kw5yh875jeethCYEJm5gnKbPGsnF7xMwaXLi+mz/WuPpon2tfNeGJ+6aFpmkStYbLerwe5WisaeJAIOB2+RMJ4tqjfKIEtsQFJC3zIoV9Pm8wEOjo7Hz00YdoOVAl4X1ISiMXOTPNAaUBsYFiB3mwLJ3JpLNZXtaqZI1KMbOTy6n0MchIaYrbl7lzLy4+I6cwo/az+jHyet3AK0BpmUxG1IKGgmLO8aBYgxbo9fqAz2gKMQzasX3XM88+e+/BI+vXrwMF2u1hUqm42+N1g4Lv9YNy6na7vR4vSzPpdJrjsyTYmVwosBoQreKoLCmhR2WSJpxPLhcR5fOg8Io4nSYsDnkC30P1oFk2bdrwzDNPHb7vyObNWzo7e1xuxHNZmkZQLQ+U5vbQKvLxQGnU1db52GOPPfzwI9t3bO/u7g4EWoB3RSkDfcHIQPIJapgitFzbbIbDeYFGkXtEorQhSEk6ETLPpDgQNcg+MoOAprHsaoglBGlZF+33+9raWnu6195zz0HIm3ityTkyLPFbb20NQsuQjmZYKJIXQRZJyONHF57McLCx4rLj4K5CY3qfRDlQnFeLvsjfuZbbQROLvtLDaDkw4ezSlajKb9w0jcHBzcQJzegEVxVJV3s0vCilFV9QI4vrV/xSHF/znQRWUJsXQg1PGRsWFMepyblwaLG3r6eru83j8cg9RivCFdAMrLzw4SOPPHLfoaO3bo1/8sknvJCRzw6hXNxs9WC0Uh9VgxTGx8e//ur03NycIHCilAU1CsgP0gi8dP78RfhcwmRSAOTJwcFfspO4ZpFW4nITgld8fZUKizLXKd7beR0sJ3AQM3vRUX5tQ1p9d6woikBWOSqVBQJI5KKV0Qv0IwJ5Q5qtW7f+l//yn5988mma9szOzpw/f/ba6OXp6cljDz54z6HD6QyJBALiRSabEchRYyQzLlKucVTc3alCdVDRXxU9EkaaJAm0zJrypResMnrXr+/5+c9//MLzL7W2dE/PTJ0//+nNsWszM9N79ux+/rkXgc5T6TQIE4KoRHShZO960e/3gyTxyiuvbNywYWFx8dLFizdu3Lp+/Vpff+eLL/4oScwksue9dt+XHB6EPEnaXJAM2/YARj7oRWQlxTCQ2/nGwLhym5G+DodD585+c+3aKDEJkP7F0K4SeXs0PrFw8+bNeCxGgpwQFV1KpVJkA4Dj5DZXzwvggvvKTFYAC+PcyvS0/eBMGcgW0RqeQ7rXx0pG9Vt3tLVOaz1rcRstHH6z7wBtQ3XoUuKhxe40qYpJfJKSj9vCMQXT2KQCBlW/ytZrxOQpW8QqEtiLltTa8oAVemZmZmp6esvQls2bN7a2ti4sLORzI4E7xI7OjqNHjzz6yBNffvn1t99+izLEPk3TSB1uxR7daeAuAu6DDz44d+5cKpXgeVATgcPIJZVAY/F4OpGIuj0sCY2iEqckaYSaC14tK9Mi1iJw5xiiUFFWq6puQUuaxKDRMy5Mn0pnkolUX197S0sLK+t9uS8wJke33Z65xBLU3u1x799/4ODBg6FQ+Ph7H3174uuJifHFxVmPx71h/YadI3uB2zgC0LwTwJvAkaxyK7acn4tlQb8E4UbfNqC8goIOqmc+hBGFfD6/y+WZm4VCSZyy3btHDh8+DDLLn/7937/88otbt24sLMxAZTra20jMc4FXrgJR3i5nQpeoTRs3PXTsWEd7x0cff/zB+x/cuHljZmYuHo899tiDTzzxNE/Or+tbRo3hon6in6cSoXwJmDWbyXg8XjeRxhh5b1GCTl+/YUN//7qZ6UWXC2dAD89kz549/fbb74RCSyCKSSQsmeD3e91ufyqDw+E5UL6JJ7sgIEWm13eMhPXbYmpHKUFA9aHI7Qn322grd03PKRoN1kz79axy3sJk+MHKU2UTLaNaVcJOhi4KnZNvF8os0JXRK9tYE8NT2k26RhRc3VGN+qXVs+gpK4RveujNlh3lmjumtgfrOr1ry7zmu9EKH6QWQ+GrV68dPXp0x46tw8PbZ2fJyq4l8Hq8Q1uGdu/exbrYqanpaDTKsrDicrmsyF+0xtDKcptMpmLRWP/AYDAYBAaLwVrPxWHN7e7uPHLkSGtL+9mzF69cuUgRfYtRKyPrZGLOHTs3xXNXW0kqQctH9/TjQpVvVSOtxsnaXjWSD0uL+iZKpzJQvc2btvX19bndLrUs5PF6161bDwQK/J3JpDxu94YNm1paW098+92777174eL5TDoJ+uTGjetb2lpdLjfRMhlQMXE0Eo3Gop2dnW1t7fInJEy3i3VB/oFAoGAkY9zb2zMwMHDr9nXFDO92eXp7+wOBYGRpDMQCyG3Nmv6OjvYrl0fffvvv58+fSWdAvsmuX7cu2NLCkOBktMLM8nuK8o/EYN7f3z84OAga7YcEH0RjsUyaA6YEkYhEWUEZtVUEVfPWchH1FK1QP6j0kUgU+q6trc0f8BPvBNnj0+vzPPzww4899sypk+e//OrjbBaKCHR3d0ETE4mMy4gC5/W4Rnbu2rJ1x63xuW+++QJaUrUr5D0DVDc+rfv0LZRfVxRrCrIjwF+jJW9Lp0wLoIqSRWugmV5m02FdjRH0Ym7lpyzQr+LVWVutimBLx1XMhFXWi1KndbGRWc3kRhOPR0Mr0FbuY7aJpSxlYZaoOB9rlTESUj1OJZaqTM0DpX5HJ22RUeCnpaXQt9+cePihhzdvHn7mmecWFkIXLpyTDzUhlqV3j+z8yU9f3Do0fO3a2KVL1+LxeEuLm2VZefTBoMVEc5I9vWmk7NTgqcmZ2+MTW7duO3Lk8I0b8MgSzyOade0e2f1P//hPLOsRxT/eunVLEDKkcTBD/hAXe5gDImhgsASI8kWFSA5UzeRuoRTlmFyssp8K6SVIpO4K6TmGbO3mTQCKRVt+QDZrc3w2mUxcuXrlnoP33nPP/lOnTsRi4USSY1gEUsj+/fughJu3rhMrNyUBv3o8riwnx+uWd44DAf/Onbt27dwVCPrhK0xuphJvjd0cvz1+74FDe/fuvnr1cjqdBNJbt27Nvn33dHV13hobk4OaEAdslnVv3ToE5d6+fW1yahKeHRravnfvfpZxX7lyKRaPQKEtLR2gZ2NoVyIGkfkMrT20dQvITz6fD34mIbLJ1dEg37DwTrJNHXu8rmBLIJlMS6JEIocKGPTewTWDO3eOdHZ1gcxE6pBXUskfwvW5RlM2mGW3fELcAscJN2/eXlxcAnFh794dt27dBBlLFMU1g2sO3XtkPQmKchLkkus3bhx94OiBAwe++eYEMDpUGGSWwQ3rXvzJj+89eN8H7312Y/Ty7GyWQdglc7wLulLEtGoUyVF2EUMXDVFsvLLSBA07oGwRRApaXkiOnORiRgR2SRvGfCxxh4WWlqdlQVYWvbtXCgWnrTDGJg1R5AVtLYaHWRPXWMUaUDND1zadKo6eRovJNqHB1TY2vsALly5dfu/4+z/9Sc/Ro/f7/N6TclAqIOl16/ofPHbsyJH7E/Hk559/ceXyFZ7nRYnJmyvNOnh2bu7EiRPAY4cPH47Fou3trVNTtzdu2vjDH7ywceOmM2fOTYxPgH6mhpRWIOeENdcwrP+B4wXQ3YGQdu/e8/zzz3377Tejo6MgKwgC8R0rKp11uTZt2vTSSy9FIhGB+IXzJF+y6SuNXhs9c/ZMKhU9dfL0/fcfHd6556WXftDWFrh1+9bgwMBTTz+9a9fu0Ws3Ll28FI/HgIAXFhagcYaHh0HUAFIUJWFk147nnn92aMuQF9TeloBLDr156/btb779dueOkYceOpbJZE+c+AbI74EHHjh06L6O9g6f30+j3O1Q0GDdPT2PP/64IKS/+/57+OC5554HwWVyaurchbPRaCSbzS4sLqbTmc1btjz44AMgbCST8Q0b1v3why+MjOwGhm5ta3F7XDmfa92iF4vFQqHw+nUb7j103+JiCLqgs6P9qaeePHbswY6OjnAo7PV6yH3ZQs5XW70mC5tOUVGUrt+4/t333w0MvvDII49ks8K5c2dYF/vwQw/de++hqemZsZu35ubmvzvx/YED++85cO+LL/4Q5IbR0estrcEnnnjswQeORZZi12+QqJ+yZkLLykQ+QGmuy9WlEBt9ufMMvdIhgWvLx1oyCythHXXo2mCpNJMgUPbXJF/asg2ulX25df/ki61ctZWgpMK3rQvX1unZFUGzVdhoCIFPFhfCb73194C/9cWXXjx65PChe++FtRXIuKe3o621Dejqk08/+fTTT5ciSzJDu6S8LVlx7UZ6B91Mhvv+u+/WrRv8yU9+/dJLPzx8+GAyleju7lq7ZnB+Pvz555/fuHlDjivJoIK7EWk1E1xYQSqbyU5OTMXjiT17dg8NDfX29fzxD3+8fv26RPQxqWjN8Hq969Zu2r5jO6OY0JGk/MPx/DvvHo/FUjduXr5+4+bHH3/c09P32GOP7N+/F8i+s7MLNM75ucXPPv/ixo0bHJcFagdh4vr1G7t37/7Hf/qHZ599loSq7u6Er26Pj2/asgX049bWVhAIUqnkZ59+vn3L8FNPPfPrX//y6aefBE0XeFGSyAVSmte17BomLczPt7e1//KXrzz77HMuF7tu3frZudkPPvjw9u1bnHxlxelTZ68evXrwnkO//vWvHnroQWC3zs5OaOqZ6dmWYGcQ5IKAX/bKZvR+PWNjN0+dOrl2zdpnnn567569IF21trW2BANLkVA4FPL7fR0d7SxLCzwyeAMV6jp0LvIa8P0777yzbt26I/cf/ed/3rCwEHK72Q0b16XTWSDma9dGU6nslSvX3nv3eG9v/5Gj90ODL4WjLS2BDRvWQxnvvfP+uXNn05m0nDut3wopKtx4cWcNy1qzzTICK9u1FavdjO9VG0XXEcvvfVZ/fwtlzWPZypXJRhavR3+Wq2dFvdasSqYij3r5T7nEFU0RzWbsoqyNnhWstmZUHLtx83ev/m52dvb5F57ftm2os6MTWEWSmJMnz7z77nvHjx8HrZqEwqD4bIadm12cmpyJLC2R8BcSn06lFuZDwFvhRXLCWBREUCt///s/JBLZp59+euvQUCAwBPRz+fLo66//Fdhobm4GVEMK+WHdn5iYnF+YT6fSslexwAnZTCYDNDY9PR0KhQT5lsQsnwUldWjrVoZ2dXZ2ez1epN7iimVPb+JmRhycJFAl4UEuKwFPu+TLKoChZXZkBFEgvsTyvZCJRPyNN96IRGIvvfji8M6dwENZjrt48eJrr73xySefQg7ylrD4zddft7W1/PSnP9u2bfuukR08J1y+fOn1198Exf3ZHzwhCbTs7S4JPHX9+q3f/PbVdCbzxBNPrN+wFib76dOnr129eui++2ZnyBlrkA+WliJTU1MT46fn5yPHHjqydetWeBFQ3//yH3/5+9/fnp+bJ7Z0STp75vKrr/4R3mXf/nt27drJcdLk5OR//PlP8UTkhReel0N2AqUJXDYdWoyM356Jx5O8kL59e/61115zu7zHjj28ceNGmmah9d56661z508/8MCRkZFdDCsyDIneCk00Nz8HSjY5bCYbGWTDOFQvPD0zHVmKKFty8Mn5c+f/z7/8v8lE/OjRB7Zv3wqrLgyPt/769t///nfl6qpsNv3W3/6WSMZ/9KOXd+/eMzg4SCNmZmb2ww8/eP3116+TDY44dEEslpiZXoSvICUP44CcGudFrCyJ2ma0CkWAKPJILTV6S7jI1D4dGr1dXctxjPpV0raFyLCfbW6rsQBbqlSjDm0DTHamVwFMmdWWkddsY9diferE4lW1BiSeHB//j//4j2+//XbN2oHe3l4oLxSKTk/PAEgkSxLcA5ZVPrQY+stfXv/oo09j0VRocUnCXDbD/du//d+//OXPoVAkHI4JfBIKzqTGf/Ob37x//PjGTZva2joS8fj4xMTtW+PJRFK++1mMRfkPP/z4wvnLoBwvLkYzaeAnUkR4celf/79/DQRfW5gJxWPyTdWUND4+/i//+3+//bd3QTcFBh0fn5ADbgj5bUyE+Gz2jTf++vlnJ1jWo6iYyvkvpFxIianFxdDCwiLwGTBTPJp4/bU3v/32xIb163p6e0HamJqevjU2niKyguxchjCQ3JtvvHn+/PlNG7cEgi1AorOzM1PTs5DrJ59/wDDemWlCkJicMqIuXbjwv+bn3v7b29B0QPBQw0gk3N7RwWW5+blYKhP98KMPz50/mUqKwFCvvf7vwKOgaoPcMzkxEY3FSIQx2SqRzabeP/7+1SuXh4a2BQItS0vx6WnC7BQSv/jic0QzC/PheCIaj8X/5V/+zx//+JeFhYVoNMZzydOnzszNLrz55ltQgUyGg16bmBgHSejLL79oaYF8wtBxAi+AvHX6zPlMOjs3G8pkE8QKgqnZ6dn/+T//lz/gC4eiS0uQWxbai6Ok778/OTE5tX7dH9et3wjCDVD4jetj0WiUIwmgyTG0yd/eevvMmTNr167v6x2Anp2cnBobG4tGlrJcFl4HlPKzZ8/+t//237FELc6FZCFJIAe4jOc+1IGY/1v5wO6h3kSwsu/bgGpUhUYb1RtRXDFDr9bxtHJY8Ra7GypAdNBIBAjz2pUrrJsYfkRB1VDJViJW/PcFTpqfDc3PheSos4h8iKjx2+NU7pBI7tC/IOHQQigcCl+7NgoqHYk2KfCq24982Boocz4EabBUcF6L56SJ8RlQ2PQ+QpLIg3I2O7NAgktjxT0b5c8TyAeN4d+5mTD8kf2yGFWokQ8ly02orv65h+LR+LVY4sbodcbFEHs9L5ASaTq3HS6bWxOx1PmzF69cukbLMTckQTlPjMKhBfW0We5fTuCmJ6fm5+aIS5pIwcvC57Mzs7IM4Yb2WAoDSy4RtzgELDt99fIVqCA5B5VTOOicRiXhZDx5+fLVsRu3iWeVgHkhd51JeDFMKTe2yP9P3J6gqEn5Z1KHTCo7duPmxPgkw7ByhFHgfEKi0aWI2kokbXgxAn/UjQlRaXie48dvjcsVUFoy10Z8VpwcB9Fl5tT3p+EjnjihibmMyOMkWTKeunb1+o3RMdbtlkRMyhWkvNYkUileuHblmvqUvCFdZhSu9ERzcBeibjr0nYIy9LPi1Hi3Qb5XUtTCYeaAi+J9UipPaJyn+XaJ+mTAeRyJes0VFoK0UxuFzhjy31LuUUPN4CNSOV0ltB9x8WdyeKxKQ4dsJQGTCrpQlCYGOmIlKKq/3jSrrwaIL0JBOpXp5B1X5WflljDMc0V5Fh5jkSjZn1xB8Qkzw69qI2LgWo7XtXbB7Cn2QDC43Oa4uZBAoeK8lOEzhc9S+uOW0Mvk7i6+4N0NyOWMHRJuVty1i63D0A7uHliySlb/yKrGMt+3we1Tv+Lu+I52sCrhMLQDB3o4K7UDBw6aBQ5DO3DgwIEDB80Ih6EdOHDgwIGDZoTD0A4cOHDgwEEzwmFoBw4cOHDgoBnhMLQDBw4cOHDQjHAY2oEDBw4cOGhGOAztwIEDBw4cNCMchnbgwIEDBw6aEQ5DO3DgwIEDB80Ih6EdOHDgwIGDZoTD0A4cOHDgwEEzwmFoBw4cOHDgoBnhMLQDBw4cOHDQjHAYemWAEKJopfGRdultudvjDah8xbChzNxzjUAjy7obUNXQaBI4vb8aAOuIJDj3YjctHIZuNBiWGegf6O7uFrx9NMsimiZsLYNG9ZonGBGhgGrUReiogWXdDdBGSEVgpa8LP6Jtr5AKqXS9sJTrfVSTfGE6eKy3Q7WlFckTcuGVy6pbfeoHCWFEdAIkUXIjS5K0MDk2e/uGJAorXTcHJnAYutFo6+jYfeyJzTt3s8E1DMOwLCuvDTKF0kxR4lW4BDQB5NWnALhGkmpg6xeThFTAteQnkN+Kx4dpLtpTqiFDz3aQCSKyYPGbaSm0xIgyNKOhfKQ+pyui+CkztjOSAVKlOmOhar7WBD5aE0iUd8TFNTTjfkwVCceqWKO3VKHCt5BI1rm8jO1ZUKPc40qGpALwGDyhVYRRH9eykaRapFuMxVzVlJUDSTk5idCy0sIIY4b0o/y+mLQpvnnh3PG/vp6YuWLsOwcrDoehGw2XxxPs6OrqX+tqIQwNKjX8n9M06OLuQHTJmc8Y6NyBCuNCUxND48YyNCrD0ATIgjasJ1pc/FkuE6SjMUkStOK0B5UfaGMzYsP4VNNUydC8IU0Z+lTztWKTwTqGVjMsesqcoYtt8lh5/QLhppCGoT6a0FBWkqZNy8U4XzXGMNAsiiNFkBk69y45Opbk7kAyZ8s9L4t5Wu+TxP7WDtrlW507KXc+HIZuNMiMgQlNIwwUy7CIZonZSTFDIyPplpw29TRernYYR3VNygEyocl6gtbX0sRebU3QKEoDNKD/BPKE1V9jSIkMxNwgU8zRmtbIGxsNFZev/a7TNYufkkw2pA3voeqnZZipjHqtS6SkxNrf+glUevPFwNDAdUpW+s+L1WysvRoytIwup7zUVPRJPnOV4POJaxp1WOnAHEPLL4tEQ6JcYQahwmHoZoTD0I0HVkxPAs6tSwxMb6RYuYvnuZlsnvvEMUiVRslGqxZG3aqeKHZDMFheKcNyawLjwCj6BJZoPWkglR0RLmBosz3mfIUkotJKdN7urX1ltJ+b1tq8R8q2dmmDUh6iqL1uzsidV1VzpGXiZGmwcoMOXbHjMdaRbpnpqCqsqFgp19pAQpo4sKzhhnXvrhrVC9qMzpWK9BXRN5GDZoPD0I1GbjLkxFzgZhrn5oypS41B0HV2pivDNoZeIeiJ0vCN9TxUAim556z/EpX4vuA7HQ8hZVmvrZY1eY9ZYREj9eqnDFb/rsy+xfPMhMNyO7uVcipSoU2LNujZNUIzG2hkb7LFoNpK5DdwuLnJ4TD0ikDeCiz446AZUT2T5PzxZQO1wme5zqUVBafMrkWBGkoyKNrzkEoaTvJn28xs48Vkr885rzHrylFWdRrr66NVsqDCtAmjlJUHKqFUYkXeQFaotfBXbPgMmwo/deMpralV1zMTaM1YZrPACtRn9EYLerWJpw4K4DB0w4FVekbF679maSsS+h1UiZXcAVBsxaLchaIkuWhOOd+CKJdcM+wSOYREmsYi5caiSCykjJsWeZbiBeQVZb9bWLJhmPAIsxQtCTyLMEMLwJwSpgWKRYghzsBkIQYiZRRqpuFXRBNrK6IVcyqlrvgoZ9XUaACql68wkRwQxUq08gMt+wNjUlVVtlDbU+9fjHPD2IicqKFTzoyaZrEaa80JrGQivcW2mMWNEog2ucrsedd6QNho7jbuQ5tM62L/e7Nklhwi5NILHA+MTxkbX5JdzKxsoThoNByGbjjkxVW2b6Mi1xXdNFU9R7RPHOP2KoEqdsmOBQzdFgy0BIPpRDoWzwoSEDOzYe1gwO9ys4hHnnQqFQmFolncEnAH3XQkg5MZjidEKbsuI+xiXd29Pe1Br4vlU+lMKBxfSgmSJEE+jGzJFHMcDBSOaMYl8DnfbNW+rdm5C9ZlrKuuwuK07PeECw5ZGQk4PwhRXm+v2CCmDG3+e7lRjkqXV5JPUY0KZGXTQI156Q9ZGXPPNWrOWF3DZg3S/V1F/aSSGxYOVhgOQztwYCfyqg6W3Iha09fZ3+FbWhDGBE7KSp6Af+san4tBEi9mQZNu9Ud9aHw+0t4SaPf7+IVYmudposgSevR7vesG29uDPjfiWFiwg60tXhc1F00k04K6qUl4HNRzlh7s9MNv4aV0hmNkc7p+wRXV1CYVphXyVg6RK0d0EFGyXVJOqWqaUwOlWUTv+maepMCfvbFsZGy9cqWX1OzLCCiWMi6DUuYQBysPh6EbDZyD44t9BwLJlmCsUIYkut3ugNsNdBfwtbiYNE0OvLvErDAXTy9GE1kR9ba3dLUFWzweN9GAgWtBjxXkHRDKTVN97f72tuD8QjgaT0rY3Rrw9LZ5fW5XOplkaNrDkqP0GdCoOdHvYXvaAwIncIm4yPNeF+jeblC1M5mMhCWWcQsC0a3hCaiXIPBQGMOwkgy3C35GjCBm+KyEKNblyYogTWAvA+9CixIQNS0pFnBHzaoeVblilTsOXlMMEwerHQ5Drwgcm9KdCaLnIEWNwyxLd7S1MRSVSfNul9sf8CUyIsKgolJZXoim0pxAgTbd3R4MeDzyWWhFl83Zyd0s3eJzp5PZSCQeTfOcJKUzGZpPZtMCUGqgJbimrxtU51iKD8+HW4O+7g4fMG8mlWLcVEdnRzDo5QVxaSmWTqeDwdZoNAps3dnZSdP0Yijs9rgDgQB86PV6e3o6gNFpQZxdnOcEPuDvWIhEYqkElO4NtCRT6WiSM/pbObAXjfep1k6NYwljh/6bFQ5DrxScKXGnQjmDilmEOltbRI6LJjNdvR1BLxWlJYYSRZfH6+a6PF7Rx/S3BwIsFeZjLtpDEbWZqM9yVCyJcTEuryualDhZ+/WyZBWdjfNclmtvDaztaWO5qJiR+tvbvWJLMpnkeb/AEVehga5Aa4srFo95Pe51PW1LYam11eOWPEla3NjXSiqXjnv8Xp/PzfCujvYWBvN8MtnfFnB3BheXlrra/BKf5rOpvq5OxuXJJOOUagZ1zD51gnPkyUEpOAzdeEg5epZEYuvGuZszTH3BkOroY3rexUGzQReTQvL4WJ+fEuPpVDrWmvV1eL1hd1KisYelBnoCPW1ezDCsi41EU5G02MYiL4Uk9TyWJId6djGIF9IwSDwe37oun8/vpmkqFsumU8lweIlPJ1iWBT3X46bDS6lkujWdTPOS6Pe6smkuthT1eDzdvV1uN6jH2O1mEHZ73bQooYDP7fJ50oKU4LC0tCQIPBThdWFEe0AaSImS3+vu8oOS7UukuRQnSJTslEZCmBScH1v5sajF46jmOHHOyd0MVcXaLH0cXPuWwMSX2lAKLhR+aKUmDW1ex0DSpHAYesVQdCyENgscaDyEseKrooPywIq3Eo28PldrK+3xdbR1tgeCiM2yc2FPgscMLMcizmbSqYyQyvKL0UQyK/p8PiV+tSaMSZIoCXzuhDNDexnK72Jb29wu5J5OxmnatXb9Rp+XaQmgSJhjaBJjQ8QizSCPhwl2uLs61gGdu7ygswPR8ixo5KyX5zgKsX6/j/F6IkvJjCh5WWpwzaDb7Wr1S8mkKEpUOptt8bqxz0PTKJVOi1Le/7jZVnHjafXVOjtMj0Q1tPhm61sHOTgMvSJQXWdNAvs7WN0A3ReL2MUy7cFgJiVmUoKAhXSW7g+624NeMZoUuOxsJDO1EEtzvIAZTkQU7eWQW8pdaUDIFtMUJ7nSorvNx0SZRDSdvDCd8HsiQ2t7kIQ7OlvagkGO4xfnllBrCxSAJEST8CG0RNFpiY6H+EgkKooiy6J4PE57e7b0+lw0tZSh/IzY6vcJoJxnIu1Bz4beDp7noqGwxHsQ9ggin0gm2gPtPT3tWYrOZDhJBGmDVqKFNI1TtwMHdwschl5R4PztVRKWGJObM3LJ8tcAOAejmxtAY8CVHpZ1e7zRWCK8kExnM9DLwpoeinWzLk7ArjSXyYqIJyGkJdmYQhylyRkn4sktCSScF87wXCiRWt/l7+9qdUXiQLdBryfgcqWSaRfNCKK4uLhAHHw7WmAO0zRmkOR2M+mMyJONa5xKxxFCvkAbk3alM0lMeV0eVyYWY1x0e3tLJJYF6vX7vVBqOBTOZrPBgIdcooFpLptCuDXY4kuEOaJTyxJDTs1S7MNlB6DtEqfu1MMqkGULXh8Xxr+2/FTN+/21NT7GNQdocVB3OAzdLHCU6TsD8mFmFPB5WYaJxDLkgLNAlsBIiuvqaGPdbophRYoWiRUFSYr3t2xKEbCkBMRS/vCSOBcKt9Hpvt6e3q42hqHcLsRncSiZRDTtC/r6+npBuvMF3ekkBwxNYbG9rQUU4myW7+4OenzrGRplMsSdW5IEUI4xZlKZFBJoQWzJpEBsyLJuHlGop7sHym9t83I8crs88SQQdhpR3kQyxfOiLmL8Hb7TUtuFj2WQj3/twEGtcBjagQM7IRGNmEpx/OT8QjoViwgsklyIYiajmSQJrZjNTFNLqWwGlGUsm0xkh6NILJrJxuJJLKrnXjBGHCdNzEcTAusLBj20xAlSOJ6IRWKgiaewO+DzCCKeicaErJhM08nFVCBApbKuRDgdy2B/wCUIUmQJMqVBhb88k/F5xUQkE0JsRIhnM4mwQIcjSR5Tra1B4iU+ERIFFE2BDOCKcSIbT8aiKagA6NCiKF8zjEXacPdaM6Am0bbAMx2ru+x3KZs6OnQTw2HoxoNsFsIfRr6olQT/xEpoRDVoUNn7ARwbdzNDjkRDjJvJdDqZFoGs5c4lZJBKCeSwMuGBFKjOYsGeLorGs7GEJCcnR6YVPRoei3NUYm6JXowjShQlSZKPU6cFMT6zKAeNRVi+f5kssEkOLUZomhF4KZKM0TQiySUamF6gqBCXkS+jgh+5WDKLqaxINq3FmWx2bjEC6eSIGGTHJeCn3S5vKi0kOBK3RLbC8zh3AKHY/ooK350y93kqPmxrxTGpYkgfxYNDpVV9GNOi0ou8onN76sovy9Kb5dDkRfKB2XtVbbQuHcLUBhRfRXrXyiWrBA5DNxok2rL8B5EFMX97Rj4yr7PTvJqh9J689IOKzJL9ZfX8lCQH5zI+IK+SjBxaW1s/c9GsBcpNfiPxN5ncPUlI/SC3uOqYngQMk691lpTbLhj5M4y0+6qQS60bqzwpEJVfYToXxiLrYjasG2wN+qfGp4iNmwxTRIM4gShT+rUyUutKANgQ59PszGLhIxV20qtAXSZqqUxtbMfC6zmcEIfNDIehVx5yaGWHle8E6G4MRton1h+XVtJZGinXJ8wtLM3NR5JJUNRFlf+Y/CH+VQ75EqcCWL4B5A4BGWEFfmkOmhoOQztwcNdBf+WTukYTVVvgxYVQVPlSkJSrhYlSrpju86u5FvWDKKTFUUOsoGbzcv4OTZviXVvMxSw+iUmuVXtul4CxfZDDpXclHIZ24OAuAypgaPXGQ0pxBJPt58rpL532X2gJ0MJl2WgxduDAgREOQzcekvIHdBZJd5kwrd5NoDOTosbGQl51Bj97m4i+W/1mJPm2D0YNOUrL7mqUXaG4i85pKRd/VdQIFf8u7bYOWjklXLCBKlfPuoCgxltR4peiRskWxn0LK7dU0IY0dsX9cjacVxcchl5R5O73JV5j8sqI9HEfZajOqtq2Ji6+pB0jWyadlmE9tkKx2S8Fq3TRAmQt0DKW1+lajsmg/EqlLIaKu9Zyl0GtKtXnUhfJQKtMUQdIBb/lehzlDdk0lRcd5X9yDtOq8qwyJyo0mJcoXzaSE7ZFucqg/Fcm4adl4UDKl6Alkx/H+qGBdIUUFqn7FeOCIrFZmZZgzNokI0NryB7fTWhq0O62ulsF09UBh6FXEvJiIbuJIRohBuU8uZUVU1lFlXVSTlPguEvrMrGLoZV8SsQ1WxYKlgD1JzrvHqwXQgrSUEVpClc6UW5CepkMLeeNclU0i45uFUXnfqp+2KZVUtdEuR7FBk/soqskydeijmsVVTr3Q37f1FyxK08+WNIaBuXEAVIr7faNEpuy8h0kFK2mw0ikVILPFZ37DeHCoWXYK6Z0NF8qVc2wwNDNe9A650ig/eygCeEwdOMhqX9EHdEKqjqoMbSWWFnclJkvSUjP3wS0gaFzVw2rxGbC6ua1UjRIoZZ3Ko/CQ0G0YjtAgvqVSfUKLM761cOwktCGClvxiBaQOvIxrSsdk7CbKwO7aKOAe2lVSS3w4DW/lKmMnGe8Q0qfld6GXTIDuQpaSkkblgaTr1INSZYqirYwkLodpH0ompRbTJHGWqku6vnirMBMDza5M9swfowmLitOX3ULIUKrhiKtgOZT7x3k4TD0igErZ14RCRIpu25KdC4ut8nkzKsx1n06Tc2HVT1gJ4rsrCYkYWJELE5h8ln+BHGhXbQ8lFaUDRO1WCD0ml/zn5TLW3fVD8oZpo13I5ZmC6Rz8MaF18DIezeFWq/5AFO2KohVmyHCqYhUiwpWTdq5rWtFfiU9p3WZVPAyWLNn63M3Z2iFoyTrvW8274z2A+OWk/Gtrfix56e5+q9d+9BaTpJ816mEyJ3lzT6C72I4DL0yQOSuQIrGiEG5qGJSziBXKKrjQnUQma445tdWmkj8FSpVtzOvBSJ7ri50MWdXfjHT/UOdxoyweoNjRTDyeo4lTKtLobqyFpTZ/OxrBQpp6e9Frrx1XPYTDVLBXiyi6HzGJEZZrmRRDTeWuwqdzj8uK9NICnrdbrcr6GFYStBsQvKQyO25MISaNReNAobOA5mMIjPxIlex5XYtzu/H61B83hobQqWWCQ+i22Qvth/Z59pWwNAcx93wupa1ueOgnnAYuuGQSKApN02xTNZNY5ZWwx0jykXuU9DrgpojDJ3/iC5eAiR9J6rGQ6TzXM3fx1ByimsrW3W2VsvTGiv7kequuvIvrTccKku4LqRW3rBaqCPpfXqRpgwrOpsoR8bkKZ8kt2MZ/YgVebKdQKQjUfbtJWqc3HpKMM3C/VcjtCithWk0C2z1C55d4lGxkQV+z7WDWmfK/BbJXCqjhlemHehin2OdAyOd2wQXKEUApYGZBFGAwnkYsTrRB1FMKy20ediAD3mQEjtNxDSrpw1ajjSCdPUslqVU/bpYhy4c0dpVcsogXHbUz+LJWCxSywxdVIZUeh7SZSVCWxhac4ckzYVxLJb1sxLN3gmS6B0Jh6EbDRLiAUs+F9vV6vWA4sCyLjbn38owJChjwTHUQjuh/G1xl2HDUqUgz9DqD3pIBWl1psrCqVqkaui1WCTr/tb8YjFSOVhXSEFJSj6GNIXpVJun7iMk5TYsyeKWFXGGE+ZTSsDkcto0rKxelg542A4fEWAYtZ1yjgCoyHnZBGp0z4IPl8HQNlkvMC4yqxbeipBrENpktc9rrsY8S5VWnA/Ke2apQ4OWkMKeVDwjROPJOJ+voNrVhDlhKjAor9rqpLWcaEEXPGSoGEKUmW5aJK+gAqW/AiNagKGfDRkiVNx8ZYrMBwE2a3KbGFpbD8jqwrBuhqbr4R3qwBY4DN1wEALAHhZ1srzPzbgY7KYlWnFaZSSUt6xquiKuh6lVth9WzJfoosajmYX5lN3VzCUqpg2zJJYoymh2xmTrj8bEGR4nRTrCZxk2QAnyxn7pF5Ro4gDgc+FuJg26PGv2krSFlreyjWnfDqIVlLSCFG4S12tNNpxYU2gTZCCRkRiOFpK0RzNuIERLkqjuN8MkyMoKtGxHImMmNwWQzqxU8EIF8iKlRCA39dPQDRv79nGQxY6VDKRdRn6r9SSYZah2OUmxMwnyYXiXc7dVs8Jh6BUBuYaQxQJL8QxozsAXmGJyinSB+4lkujTZAdqie4hh5hZZd1GRklYiD3PDamG2tSk0DFlrSMtJWITGpLHIEjsiFkljlixUMWXTun1Tsy3nO2rZ0qz3ym/1KoX8pW83UTIYfutV9B3hNLACKHC+c9BccBjaQd2B9DdKOLiDYGr5KN/X6qWRdwvysmxNU2B1nRpwYDschnZQDqUWhaoWi5VSRbVKVnXLQpmsyp07KtMmNS2yxqW5DB1W+1UjgXKxRVDu/JWdZuZVwFiaZeiOMsg4aBQchl4xyLFHVsESs3xYecnlrV/KniWNqtiyp+WNREY5ALSMpV55UlR/Zu8qg2EtHIkko8MzReVikSxzPkiShFXnPbJrImOZWqwR6qG+yrnJB/py44HWHbuSD1xpd846J50clITD0CsCxcckdwRacatsxtC9qwNKGyKshEXDmnd32WfyDlVY/VNL+ys+6joOaDqzJNKqJ3NVUZUUDU+U5JNmNImcU4c6iwXHsBWvwcJCJMJkOTdrrGyMVl8LURCyHJdOpYGn/X6/y+0C6LujKHwpOXmllEvems65ntM0xrko4KbsDpnn0ig5SYorOlJOOedbj4xDKZvNJhMJeMjr9fr8/pwrAFYbQ7P4G16WEDuWRJGEYqUZ2kZRI1e4riWqO2HpoLFwGLrxoOVmZxU/MDqnOsgHmNWDJnoUL6mNq2dDsQwlFtNYbkXEy61KK/RcIQZD/lxPSYZGhpVQbzbPhWTCalnKYVxc2bHdIoyrcI0bmXLwEIWNkIGkCSWDVitK8KGVO5dqAJ2Lw62MdKgHg6g8San+a8rhuBxrMdVyhpx6YnLy1MlTo9dHeY7ftWvnPQcP9vb0gthBA8XJ+qtyGBrLIE1B5AJpKRLhstm29na3y80wjJofoW7yGKJlrlRnp/wU8T2XsBYnVq1AUdfTocXwiRPfXrp0ieeza9auOXLkSH9fH8uyNO1hGOBd9XwhUmPLo3zXwA+RpcjExERHe0dvX6/b7db32vKpWn8U09JxDAcrBIehVwyS7mBIrYdoHShQrNym2ki9kEqmEol4lidRUjwe2h/wBwJBInIxuZ1HWRXLnQ5e9rnb2qEwYDKZhDq43G6GJv9pJlZgGkEkoaQ5LsvzAqieDMtQ9dX+pVIjvTbVmZJpcmF+/ssvv5yfm18zuGZpKXzu3PlgMOjz+QKBAKvKAYq+qzA0YUWazmSyF85f4Hl+//797ja3JCNXGSRbFJQTXwq1yw9D62ESuoCWdLZuJT4daVX1dEA2y585e+bU6VO9PT0UFbxy5Qrk/PDDD/eQX+FHkZEw63IhmiVx1dRo8Eg50pATWoiMKAgClvJSFKXSM+RA6kXT2iO1NJyDpofD0CsIVOa3JoEFP6PKe7/6eJNVweK6o6rDy9tQrgawJIJudPz4caA1eDVBFHt7uw8dum/7th0+v0/R2Ghl+aRJ6DRJVo/0hsp85VXm0A+A4iNtZg9SJdpH2yUFHlASxOLxCxcuwBfDO3cGgIMxyzAuRY+cn5+PRqMdHR2TU5PpdHp4eNjn9ZEYOrqjWVplFOtu7r7UwqLLjBOs+0+tt/ZV4aZAqSwqASh29Pr1UCh08N6DwzuGU6nU6TOngX1j0VgmnQGq9ng8iWQCeA5EkGg0Mr+wwHFcf18/8N+10Wvwd29vbyaTCYUW4VnQp+Erl4uNRCLwayKZhKe8Xm8inoC3hpTwaywWm5+f43i+p7sHPoEKRCJhSB8I+Hv7+qANk8kUKMHr16+///DhQDBw/txZaGd4WVEQ5hZDCwuzLEutXbvW5wvG42l4FjoL1OvW1tbOzg4YNKFwCEYF5NbS0gJVnZ2bDS0u+nz+/v5+yC0cDs/NzkF7dXd1d3Z1etweOudQoZ7VLN+UDp2vHjgM3WggDfI6TlbnVR7Rx5q3cCMWBcNh3HqBphlYo90e98H77unq6lpYiJz8/uSlS1cHB/t9fi9RqESRHHRXzaagAImiADoTTcKwyzqUIBDzK0OuHFXsqAqHgQorCqKs6NLKTRRErRMlhizBNCjskBswqPKioP7Cly6XEoqOUDIIAzzHAbtA1rLJHUG5wD0LCwtAACQrIAmOo2nJxQIN0xMyRkZGWoItoG663W7ISuAFqK+LdRFtm+xPk3IBSq20/WwjT9eG5XcYyBbwgm2trYODgyAhASXff/h+4N25ubmZmZnt27eDCAId5PV6tgwNffXll5OTk0tLkS1bNg8MDo7dHON4YOu+s2fP3B4fh7by+3xHjz7Q0dH+1VdfARem0xl4X2BKXuChm+69997+gf7z587fvn0bHly/bv3Ro0eXIkvffvM1cPbmLVseeeSRvr4+aHnohcnRyYsXLw0NbdkxPAzdBC186/btzz/7Ory0kM2mdo+MbNs2fObMhevXrwE3u90uGEsPPfQwUPJXX3/V2tLK89zGjZuglLNnzkJNYLTs3bcX3vHMmTNTk1OZbGbTxk1Hjx4ZGBgEEUS25ROzPKV6yS2/axysOByGdrD6oWwqW7/1izLbdK4GQGCwCHZ2dG7ZPNQ/0Dc0hEBDikYiPC9EI9FLly+DbtrW1jY8vKOzsysejV65fAU0vDVr12zbtg0qCnrb7Vu3Wlrad+7c0dfXKxPJbHgpjCU0MNgfWlwA1W3b9u3tbW3wVSwWD4dDsHYHAsHZ2RmPxw/Zdnd3zc7OXrx0MZFIrF2zZseOYaD3memZSHQJeAKUvJ3DO7u6u+Dxq1evLi4uQulbtmyBxMArY2Nj2QwP6h3U5xKIFVevsCzT198Pqlg6lU4kUpcvX4JMBgYHdmzfzrD0+O3ppaUw/Ont7R8e3tbe3upye4GsC/Ts0rFftO1tRFXXRdaRzWaBpEH3BeUVKAqkGdAsoZ3nF+aTySRQNUgmoEODQANNsbC4uG/fPoZh4SloxpHdI1CxYEvL6Oj1LZu3gF576tTJixcv7tixY2Z2FvTjAwc2f/bZZ/D4fffdFw5FFhZCS0uhubnZBx44ClILNO/4xDgIVUD58MjevXs72ttBGAI23b59x7VrV4+/f/zEd23DO7bfe+gQMP2Z06dB4X70kcfm5megFL+/ZXJqHJj7nnvugRE0MTkBPZXOpEOLIej9ZCoFH968eQM0+BdeeB4EiGwme/HChYX5hSNHjgCRn79wfnJyCgQCynjNloM7Ag5DNx6q76Rxtcp7F6PiT6uTiG1cCG2Z+Gg5Z3MLnipsB6R/Ve1Ky1w4yLKLFolBRjTOnNMQZemgrlYTUFFAY0kk4kSVyWSWlmLzc3M9PT2g7Z4+c/rEie+gZC7LRcLhnbtGLl+6OHrtGjx64+YN+BDW+nNnz2aAHzL8zOzU/YcPnzt3/uTJ731+fzQSBx26s6MtkUzOzs6tWbPmy/+fvbfsjiTLskSNnJlZcpe7y0WhwMyApKKumq7pXtMf3ntfet77afN91urV3bOaqqGqMquSglEsOTMzGL5zzVysiFBEKkRhO5UKl7nBNbr77HPPOfe77wRxzLheqwNJq9SqXncAim0mFv3++x9yuRxwz9OnT4GfVCr1H//4h9EI9DEadQYABz98+KhSKQ/6/XanYzKZk4nU6upKs9Vq1Jura6uff/55s9kE2u50OsVSGWT+3bt3Hj16Fo9vcDz74uXLeq3mdDr+6Z/+jVJAu4jB4DFND2/evKbTEZSIXZLeuXiHSrVLf/LI08+Pg+gPPQfCNg7fsfENHUcZHH1HYUOwGCgS8SKA49HoOnI9iC4H5IJATgw0oqxUKOEWPHnyBNTz3Nyc2YQCxGBz4FeQsLHYdDAYBFtkdXUVLil8NRObCYaC6UwGjB6wV7a2EvF4sttrlkuV1dV10Kv5QkGt1sCtgR0uXFmcmoooVUr05BFkYCLwt3/7Pzc2N168ePHs2fNWq33lyhUg1G53AFZRp9sG9i1XqtDIK1cWZmdjzWa72WyVyuh+gYUBur/T7YCMBvV87dp1n8/vDwTgfv3u334HxmA8HgerqFQswbdw0+Huw9lR+FEF14+6ojIuCmSGPn1IBHxoUrqd+Blhf0f0HgR9Yi/hcY6Kn44H+3UQO2/U7YvRwrgUGyvFxhN719kPHtWL5vZUdoZ12aN2/7pTw4EF4vFELpeH/h1UGvTjsWiEGbFryytupzMaiWYymUI+r1KpoBu99cknkUgEhLXA85l0Bmjg1ic3M+nS8vJLUL2g8YBNP/v8Xnwr+2rpxRdffk6RalBOILY0Gs3MTCwSif793/89kOWXX37x9OlSr9tLphLpdPbGzetWq+X+/fvQDFB7lEIBYjo2E3v+7DnPYclEGnjrt7/9K5CV33//vV5nQNp6bsFsNmWz2ZWVFTAyoNmg9a9evba2ttFoVEA6g5q//ent2bnpb7+9X68Db6lUSs29z26HI8F/+9ffg7jneRY55/eKZmKPeXMoAp7cma4DH085ukvQBwazX3OtD41fH4QYEaYFCgRrSXT1C8lkslKpAMuCIcSOeRpllBlNxlu3bm5sbq6vr8MKVxcXaTQooOBYXq1WKVUKiiLEcGsSrAXE+egzATdRrVKBmUIS1PagA7JOgNQnRMAynVarUWvR6QpwxjiI3a2tTbPZfOPGjfm5+Udg+Dx7BhyMkqcoAtqo1xsX5q/AXQNZr1AQCiVlt9uB7IHCe71OJDKl02tR/huqW87D0cZObALFlqPfPA/NjU5H3R43tBNuAdzr8Rj02zsLmaQvDGSGlnHhse2U+GDzWx+ClKsKXTPoMFC0y0vLPq9vcnIil8+DBur3+kDDvV4XmFuhVI7okd1md9jtbrc7n8/Dhm63C5YoKN3G5spo2IclZrPF5XINB3ytVnK5HDimSqdTsNxg0IN4gq+g+wZe93o9q6vxTqdVr0HHXgUZrVSQwDTQOxuMBo1aDbLbZkXyq9lqAklAjw/bwreBQAB4yGAwDgblx0+eLC8ttdtAA9Fx/Jp43eBw7U5Dp9X5/X6rzQaH29paH446wE5AAy6nS6fTCftSEI6LD510q1apDQbD5uZWPp/T6/U0Qz969LDT7YaCQZoeDQcDkMigNYFue70ekOu9u/emp6efPX0qRW8BXwLH12oscibAxW21wQQB9hVjRfYZ0nDfYZlOp4bfV69eNRj11UoVrra0cylCHsiSAIYeDV+9WoJW3bhxDa6bVofoFpgeaNVqsX7yySfwZz5fgLsGyxQKlIGm0+vhZkHLGZYGaof7BUdHWd0U1QXd3R+USqVsNgN2m8FohKODaZXL5WBvcPoUSRJH2PwyLjxkhj7X2InLPVxr4sSPgu3P9935MI4Rfacyn4eKLr3Ov733BA98ONCMI5sn/bUdFLydR3NC2PGvYodOH0VtkQSI0Wg0ajKboAOOJ+LJVAoEpEFvALkM5E2iACuUcgvMgfJZCaINaLWg/4Y/KYoERkS5v6KvGKSaxAegg9VqNT0So8l4FKUFbCGlBqH4L4KUArgIEnc4HIuLVxxOOz0aWSxWoKVyqSyOgFKwfxR3jQlwCJZhFRpqOBpCs1++fAna0ef3gaZPp9NiQQ9+ZzAZ+YpJCrgEpBgcBZhAjAYfx6RLbUD+Y/ZIZ8P7XeJ3THt+ze0AGpuZmc1ksw8fPlpbQ+K41WrevXvX5Xavra39+ON9uCzwQa/XDQfD58+fS8VMNFqtzWYfDnPZbHpiIjga0V9//SdYp1ZrwB0EziZQ8B0nZT1tHxLpZo8nuLq69fjxE5LEQYLfuXNHcnyJU3WJYX9wARVKm8324MGDRGIL+VFKJbByPF5Pf9CHBtx/cB8YF1h1fn4BRfyxrDhbOREKhR48uA+PkNVqlc5Xq9GGw+FsJtPt9sEmg33EpmPPXzx/+PCB2CTcZDJy0nPGstLTcjK3Rsb5gMzQ5xqoLNFwBD2y1C+fVPTsXmxnh6KPGLF9CEEYjkbQKTA0rdXpkJkvDkXu3fANQ8vALdC/o9BfFIJM7PWIHoZUsRmIRPI3oi5GXAR76Pf7HAs0xqtUamAd1ABxOqq9dZF2KpOcpucOF09JCsaG/nR2diaVTi0tLU1Hp80WMzQe9E2z0WQY2mgywZ+ZbAYu1FZ8S8pZSqczwO7JZIFlGK1Wg2/PISxmXvFi1SpE22I01vjqiYvHpdJgD7A5rAASGQ6UiCf0BsN4VJhAbAJdNlwu4JhioQiHhl0k4nG/PzAcDo1G48LCAvT1cG1Z1Kfj3V4X5OZoNIJzMRoNyUQxlUrB47a5ucHzrEZjkRpG4FL2LYbju/kIJ3IxiZ+8K9jcZrP+7KufAfmlM2k48StXFoD84GTh9VlZWYY1vvjyi1Aw5Pf7wazZ2NhkaCYWm45EI1ablVJQDrtlYmISTrlWq8/Ozt68dQPsIZq+AevDTmIzMXgFQBBPBAJ6vcHnt5nNjpWVNYYZzc/PgzUGyhu+BTENqyExjWOgm0Eow13Y3FqHNsRiscWriz6vz+lwgnmQLxTgUi9evSoxscNpglsJG3o8ns8++wweCa/XC3dkOhq12mywf/g2ncnC5rATOArc9NXVVXhpga0DgQCy/+BhpAjZe335IDP06eMdBm7bre4PP3wHb/3Va9cNBqOCUuHj2gmCWHdChDCubiD98UaqwrcrSO82A0z+wXDQbrX1Bj0AE72dw8Hgx/sPnz191mw2AoGJmzdvhiNh6H1Ezh3z9LaoOChogISg908kE6AFoaMBEYBmgnxN+sfOwkazub624XLZYROlUsVzHLDLn/70p0wGOXv1evOVK1egb9WgwTl04ijF6GAW8btCEB3jry2g8WYAX4HVIp2C1+eLRqKvll5Bdwmd5rfffguMCF/cvHHTYXf4fL7Hjx8/evgIeu179+5ZzJZHjx68ePkcExQLC7NWi0OjKaDBXaSSSdEMQlcZqTy439I1J0Snq0jVBIkpFRRovlqtc//+j48e4UqVyu12oxhmahxfjW4SQUDP3mg0/viHPwIxg7kzORm02W1Lr179yz//C3wPGg5kt9FgqJQrT588BZsA9ux0ul2uJuizb7/7E44r7t791Gy2gOBHo/aImQWKpN7zcm1f7hPHdrUQHOjNbrfDScEiuCZSMbFbn9y6sngFEx8YybS4ffvOrVu34KGigJkpCigTBdijhHUFPGPQUEpyGROCy+kRfdcYPP9InhKY2WwTn3jW7w9eu3ZDEDi4QShJ2uWUVDRJUjutcjgdX3311Z07n8KxpGwo+A/4/i9+/WspVZ0SB7PhmSEITnTKqJRK/rPP76F2iql2cDqwK2iM2+3ixWqpyEdCkaDOr1+/DhsgZ4lo3knGmZxhdfkgM/SZQHizg29HmJZKZZAFI3oAXbAYrolecrEAtUDhpPhCoghZQSqsKDoj0aiaGE+7f1xK2Kbkbf0pdmySVxk0U7FQmApPqUTvKMtya+vrL168EPNHw+l0FvhFr9d5vT5cMfa3SztH7dw7teSesF5Ja6E0X6lAJo9JFCJthZJrt/W6tHWv10sk4gol4fG4OFQvCWu2UNVDjVar1+lqtdb9B/dBOIbCIYVYARH1cWKpT0HYM8r5zhpip0d7y5YHXAU8z83PzU9OTDqdTrglGoXm008/nZycsFjRoCAS0K2mXqcPhUIglUAneb2eVqvt9rgD/gAc0+V2ZrMZrcYYCk1YbZZ7Gh0cQRx61FqsJrfLASr6zt27BI48GTarDUThr3/9GwPsymK9ffs2yzJ2hwV2lpiZHQx6docdWgKXFDpuh8MBZLC4uMhyLIgtt8sNphLHstAkm80OHTroyEajDtYe2E8ms0mj1tjtDhDTsISiCK/Xbbd5fD5PrV51Ob2TkwEQ0zarC26KwaD/2VdfKVWURXQSSNlWxxlTEPZf6BMHagY+ftqVKiWK7SIJVLOTJMVhYxzszp3BGqnBCgyZVjuFYiicQqH9AklpteIS6XHiQdbiqIjseOiEF4DUldITDXyt02tE7/eesRheEBPO0QLp6VapkOtHLC63W25MoVSgdPlxAVEgYJLjR2Bnwx0E0wDFlot1yndaCy8bPAAoOFEYHwWNkpBIqROiS4njpNd/n6uKP+s5zWScCGSGPn1sj5u+vtPaeedTqaxeZwI+KFeKDqcTXkuGZvL5XLvd0mgVPl+AIpXNZhPFClEKv98Nb3K71crl8gzLuFwu4A/ofIH8jEadUqluNjs4hhJ5e91Rp9OE5cAo0HdvbW5tbm6SJG4w6LRaA8NwhXwRPn3y6a2A37+8vJUvpFB5DE6o1UvFYgG4FpQuEEALaKfd6g8GWo1GrdYAFUEXCQ0YjWid6BtHaUL1erFUZBkGGMLpdADl5LK5VrsFZAOiB1aTvKbAInAAnmN4sQoi9ErQEwHjgMoMTYXyudLX3/y+3WlgWEhUMwS2XTRjR5YR2z/Hxk6BdOmmEMePZ4KVQDYh5bQNFAnmsEu5Rjdv3dzhJWghGBnSmjvmiMFgmJubF/27QCHwp0naiU5POF12SdabzMa9R5ydm5U+TAYnxMeDMxpxt8eJSkJKzm0MA4ksrYPGkkWAYgtMBHiOl+whWAK2wvYux88fGH/bS9C11GiNNttnyBtPSg5tzGH3iE4aIRKJiMVqxWqY4gnuOnLe8DCPvydQnDNG7LUT3xWv04h7QyXGVUtJXMpSOxBFsS/QQSwdIw3qiHOebEddILtzHHMu7JH9YJZINUHFvYkMiu1zLIt3QcDHWX4SL49Pfm/L0U72t4qU7N0xre4GPO5YFXtSyqVZOoTdGuMYtu/z28q5C+957WWcDWSGPn28XU6gl5BHvmJQtyCM1FoFsFokMq1SatbWNr7++o+ocoWa+tWvfm3Qm7//4dtsJgsC9c6dW5OTwadPny0tvRyNRn5f4K//+rdAw6tr63fu3LaYzc+eLZEUPxgMXr1cabWb3U7X4XSAJltZWVldXdEbtIGJCZVKSxK4wWhsLC2tra5Bzz41NTU7GwHCLRbr//Efv9vY2KAZem5u7rN7n71aevXo0SNoMJgCYBz86le/MpvM3377LagBmh55PN5AIPDgwf2lpeXhcAhy/IvPv0in0w8ePACGBvL4zW9+A/sBralQULwoG8SphsZ+eOhvaJpGccv1Sq3WAG0hKokThCD6/PmTFHiiqqKQejsipknyKGCIpsTUsO2K3XvWkbY6zjSMxHjnbzNJRG8qIi1pAiuUKCWy1OGM5LF5wwM34+MzGVPNDktJ5IHj2yx0XAjSVG4fihzeybu7y9ZiiAS2W39A2P0ofn/U1hK7E29c52hICdnYnuouEtei7Ck0P8fYp3X8Hcr4GCAz9OljewB4O0BrB7sB26IUA2XMcazb46nVyGw2UavVoA99+fKFx+v5xS9+trG50e8PSsUqvNh/9Vd/NRyOaGYIWrhcKv/lf/tLiiIfPnySTqdUajWwIyd61eCDQikMByhE6O7du0aDcWl5CRU/momB/rt+7arD4aAoVMof1NLy0vLjx49XV1eDwemFK7GJCd/a2lq73fntb38LpsPy8nI+n282mkaD4dNPP1WqVKsrK+1WG9rd7rTtNvtgOIAf5D8vlr744gvQytVqpVAorK+vT0+juhBPnz5F4Us+n0atAd0jTQPI7wvGRlegVMoqlYp8ru50W3RaHb9T2uKtfdmYXc5AMQg7/xxo47ZH9A1hVsLuxq/5brzhTpLxeE6to1bfDYCXRj5ASLMo8m5Xdu82DR8/ljwvDkCMZdneQ2E/ZWoSfM8/OEFIdLWrEd/rLu3d7D24jRanqmRYhiRIMRuK2OMoHmvcgy3bo445lgNyFUf8iZ2jS4Piu66FPYB3EIVPiglU0vqwB7CkYaEgsOJypTSH1VvP5V1P9sizkHEhIDP0GWKnozzYP8FiekSvrq2WywWDQddstrLZYiqZ4nmmUinfvnM7GJr0+f2tZufx46dTU6HodFgs1j96+PCh2+OdmZ1Wq7WVCvBpw4gZSYLamZMWiS6S9Hq90ei0Vqup1qrQGStRWQqgcrUUIQMdOQjcv/mb/5FKp1ZXlre24rV68fPP72Sz2VIZVZEEggfuLBaLw9EQVPLs3BzsulYVU3RrVbVKZbGYu2I2MHC23W6PRqNgAbAM82ppCdSzVOKj3qjD5q1WC832I2D4EdmcaJ4Drc5kMZsMBke7XSuVSjanS0olOu4lPpT3dXrYI46RSOI54INOtzMYDOBmGYyGcXi8WIv7DaYEcjijwCG+2+2C/QQ3aq+E3b2v2yvvbMgyrFhrDEUXS4wLRhPsZETT0k3XaDQoEo0khO1CYGiAmTqNdB1xFEN09go7c6SfKuDoG+vrjx49yucLOp12YeHK/Py8Tq+TipyT0oSVe2I6D1gD8AAXC4Vave73+Y0mo1TYRIyNGEdfHo6ghCsPb7TVap0ITEhlQXu93uPHj5aWlnv9DiwBs/XmzZtoqGic0TAuQrJjtW8f/lgnKMvxywGZoc8Rdl8qHOu0O+lUajDoF4oFjhXgZU6mUkaTgeVYKcJKrVJ3yR5oHuhJUK0jFPeLqTVqI29UKCilQgnk1uu1xHpDqA4RL05+AAIJQzX9UUIodEJSNOnO8aV5YunRcHllVa/TT0ejszOx1dXEDz98A9Ic1AYqnKRBs9FbLJbJyYnRygj18koVHNdsNoOqBgMiEJgwGk0YlpVmXIC+CAUlkygIFTgJ1jeA0aHXTUenoTMymc0E8rvuDr3tyi0cs9lsi1fnopFIp0P/13/9rlQuh0dD2Jw898UZDvSPcP37/cGfv/3zjz/8CJcIrs+9e/du3bplMpmAC6TIOEw6+UMprZKm6nb7T54+tVltoVBIGuA/8kDYthMV2CKdTm1sbE4G4b9JhZiQs76+8a//9q+FfIFlGb3eeO/eZ9dvXAUTSiqWSRyrZuQRx3pX4O8/En0CkGQu2JdAz2Agzs/PFYulBw/ugzUYjkTECEtcIAWcx8c8Lc4+AhbM9sSd41MA41qN7BuwrnCG5sRkNxS5KA1RMTQjFSHduUH9fn9rc4udZD0eDxwCrjdYsdlsnuOEaCTaarVXlldh1Tt378JTgUtZheLcJ7Lk/ZghM/TZ4VBY0q57l+ebzQZ8+PnPfzY1FVaqNN9/96diOU/TI6DWXh9VXc6kc7VaDQxznh9AR1OpVLc2U41Gg2GYdguEGprYR6fHKTEjaDCgO91es9nUG9RidgYKsMYwadwXeWOhQ0eBWuJQ4XBEr62uiULtmtvlBmqFjkmtQVUNDQbjtWvXgY8L+bzBaBRdfGgOJSBpYFOQCLVafWZmFlbARAcsqJN6vdFut6FVyWQSJDjP8ZOTk9PT09VqBUP1PfRiL0ZIId+w2mhIYygOl5RmamLRBMxoVHs4HOJS3rAgQEP3krQw/i1NyLzvmp4TJQGXIpvLbqxvBAKB27c/BeJcWnrldrvVahVYS1LJRmJ72iiUAr6taKUJHzFRggM9g3WiECe2ksqGSI5ZTPSgSgcSCUP8BPdxOCqWinaHDVYmSQXsu9PpALt/+uknoOC3NhJLS0t2u9WAJmdUi63E8ENVtE4UwhEP/Ttt/4Y5Ll9TzOQwcLH6CrwLDMvOLywsLi5Wq9WHDx+NRgM49dFoVK9X4WGzWMzAlLB2s9mGpw9oEmxio9GgVKrQUyqmj4N9CX/Cw1kqVeBxhbtjMhnA3mrUG51uR6fTWcwWuMVoHmhRdnNiUju6vwr09sFNB2s3HA7funUDvv3666/hpYBbKXrWRN/5OGNC5uiPFzJDnxkOhwPtRHePRnQ2nwd2nQwF3T6vSqmeW1hs/tBiBSE0NbWxvlkuVYCAp2Mxv9//8uXz//rPP8KrD2LI63MvvVr593//PXRYQNtffvUl9BGJeP7+jw/hjQeDfW4uhkoKi8fnUcS0Al5/rUZXq65vbSUsFhvoWhDJ0enot3/+87/8c0Gj1TQbDb3e4HJ6lQpNNpv99rtvxbKG2I0bN4ntUBfoU2BDkOnQ46AC0RQS8UqVyuvzZbO5b775BlEuRc7EZsC2ePLkCdAV2BYgo4PBoJihgvKSm836n/+UfvVqCejE7/PDTlKpZC6bffDgYafT63Y7YK+olUrosYh9V48SxtMmsSB8BHw74fvQFA5nCDjDVrOlVCnn5udAMAUmJtbW1uBagVWUycazmQxJUeGpsNVmrdfr5VIZqFSr06LwcKdTQSlKpSImsjJceHg2gHdTqRT8ORUKwdXugTjb2oJN4OZNhacMeh1FqdGgvhRujHp4XixZRcGP1WKZmYHLHvJ5Jx48eMQwQ0wsZYYf8sqO8brl74AdymfF0DziOCSNH9eb++4QrTywUeDB29rcBN51uVw/++rnOr0KzMcffnjw8uVj0LtWq/3O3U/h3P/4h6+Bbj1uN8Nyd+98Aq/G8vI6SHB48hUUMTEZTKXSKysrDMPZbfZ79+4A3z958rjb62nUmnv37i1cmTYaLQpKzfMEvCiiFclJNwUs0MFgSNNMpVrqdfvdbt9sMZAEPp6rDZX43nGq4T/lRuwLVzw3L4WM40Bm6PMIeKPsDodOr3M4HSoVKs/rD/iv9q8ZDTqD3ri6slooFGZmZhYWFjQarV6vSSSSWq0W1AB08dBNPH/+HCzx2dlZWAe6CTD5V1dXYSdAhz6fF0llgQdCBQEcmgrptDqVWtUf9IFTJQUGqm5ubg7agIK/2p2Jicn5+XlogMeDEnU2NzdhV5FIODARQF07RcEeQAGCfXD37l3QCRMTAdgDKsOkVNkddlgBGgztCYVCwB9Ol3N5ebnT7kSjURTIbdCDygcxYTZbFhbmMpkMx7HSFXA4HAvzC9VaFbpCsDwC/k/nF+aQiKQUhDSAL/46//2N5LsGShgOhg/u3wcqBbvqzu3bcO/S6dQPP/zQ6XTh+sA9hQsCff362jqYPkaTCe7RZ599BhcHbBSdTluuVGKxWN1Ye/TocaVaQYnsyeSVK4uJZAIsJxrNakXArq5eXdDrQXnj4hwPnJQgJAHkXavdSmcyIK/TKTQvllanwccC9KPRaUiakmJ4xPT9B/f/6Z/+yWg0Li5eW7w602i0NjY2wPB1OZ0vXy7FtzaNJvNgMFqYnw9HIi9fvCqVS/AAV9AMKCirCog8vhUHhoZXD968XC4H9Ax78Pl8k5PBRCKeSCQmJl16nWl/RzuOapfyNTY2ttbXl2u1OsPwf/nbX4CtxoteIkEMXzhO4JiMSwyZoc8RdsKalErEkdC9kqhcM+ptzWbzp598gpJ0BMLj9qCZbVQqsdwBqjf0+edfYGgADU1x47A7gFDRV6Q0Hx9xA+E6L9abFIcbUUAv8qoi4Stm0OIYaFZsJ8YYR0UVbt28df36dY7l0LyD2/Wq7n127/ad22ICD3py3C43tEQKdwItcvvOHZR6i1QAJpUzBICIh/agzF+kORRA8zOxGMOwpDg+PU5XxdCQ81/8xV/sCe5FSVDXrl3bcbqiGizbs9OPo+AlVXERKjOASRTwB2bnZoGh/88//h+zxXz709tAt8DH0BV/8cXnvR4q15zLZhv1htPpuHv3Xq/Xg2+BzkErowgAnY7O5qBDByLv93s//9nPVCp1Op0uFAvJZBKusM/re/ToUTKZmAoHNRqDAk2qyEsTMe2WLOeFdCoNhhd8qlSa8/NXkM8cP22Gfl3w+SkdXTw0vGK3bt3yer2ra6tgQX7//fcKBU8zLIjjEd2tVipArlabKYBGavRz6PJ6ways1cpAw3AX4DFG2rfSr9VqosEacbs809Ox9Y21crnSaDT6/QGYTXDfQUM7HV6SYrE9Z72TKw1WrMvpcnutXq+vWKxUKtVup6vVGNDoE45+5FHojxwyQ58v7K2xIJITv7uQoFBcGEaoSNXO+sJ2iYbdPZC4RqvZuwKl2HeXdzbZqXWAiUukEkt7l5AYiSn3NU+aFXjvknHsDD72nkl/CntrWSBv3b4WUkALYsTsG84Cw94UUbw3mFmKz8GONb/z2UDqjlEFyps3oSvf2txaW1uT8siTqRR08cPhEGi4JM4wrVQpnQ4nEMBgOAACLhVLg0Ef7Bu73bEVj8N+6rU6cIbT6bTZ7GgqpMePatXa0qulVDKVzWVB/I2GQylafjuJadfdTyB7DuA0WyzNRjedzhbyBZ8vqFZpT/maSI/4KR9059Acx6dSqWazGZgI/PIXv7iysPi73/17tVpTKFRS2r1Go45EI06nFR4ulaoJz6tao3a5nWAM9TaSNNO3WOdgfXhbBPGqitHXKOYDDEuwgbVarUqtmpicMBoMdrsNzX3CS/mBgmiponMXp7Ak4VWdm5+7c+c6QSoePny8tPS03W7bbE4pI+t06Fk2As4zZIaWIePDAowejuU21tdB0AaDwc+/+Dwcnvq7v/u7RqMOXaPJaASipVCp7YDb7Uln0tC/A0+rVCpYvrGxAZv7fX6tTiuNQUij/lJMmaiReSAPO/CAzWa1WR12uxTBJwXxod+kmGsuajLgEjACbty8GQgE+r3RP/zDPzZbbVDoH+rEtyueYNt1Yc7FmIRo75Yr5WdPnw4Gg3AkDAaMmJBGoGhIrXomFguFguUymra53WmLl5BQKBRWqxU+gSU0MenV6/StVhtV6NQK/V6v0WzCjYjHE51uT6FQBgL++fmFTqfNMKxOZyDRNNMUCnvk2D7KuOuiu6ZWi2X0UBQkNIMk2V63JwYJYkemU8v4OCEz9JnhQFTrG/2Mws7vw4EeH70J/JqA+D0FMU63PYeAZnUk84VCPB4fDIcBf6Baq9E0QykUFosFOvFYLKZUKnO5HPTaUjQAgSYh1gGb/uEPf9Ab9FcXr0qVMRQKymw2N4Dba/V2q720tDQcDYHL3R53NBIpFIpoyg3RySHVvaJHdLfTabXbNM3D4YAhGIap1+tgBNSqaMpkg9GHS0XOiXF1juMHRR+J14WbYdua+ScFc58EJO/U5MTEyxcvfv/7/3r27Fm70xkOhl9++bnL5YxvJZ8/f57JZMB2mZmNiumIyAnCc5xOp4U7svRqCe4aylYQC7SBrTPoD7779lsgZpC/tz751Ga3ra2v1xsN2OfExMTUVGBc54TnW81mLptZ31hViLc+Nj1fr9fy+VfJ5DrL8sVSJRj0GwzGvdntpzAILceOnWfIDH1mEPbWQ3htt0Vsf49ti5CD8wOdIEO/X3rr7uY/jRHfc3OcGxfkFqTKzwcf6SMqQ50ueLGfjU3HctnsH37/e7Va0+12VWoV6Glg0EePH33zp28okrRYrEiloTybceFl6OtFHynldDlBVIuTGitnZ2aePn363fffoTgvjTY2E4Ou/9WrV/Et5AO/cuWKIBCiumZ5gW02m9988+3jx8+Ak3w+H+wjkUik0mmNWjMa0bA3r9dLUgSsjPPkdr2v7ZTfd3kY3kAk5N6vpGf+TBlBCp2zOxxffvnV06dPwKzRaNTXrl2dm59VqzQ///kvnjx50u/3pmemp2MxWFOl0RvNZoHA1WoVyGuBF2bnoiaTcXLSbzKZPB6P0+F8/vwZzTBwL+ZmZyYm/C+ev6hUK2A2zc7NGoxmUpzlwmAwzM7OJpOJwaDP0JxWy6hUinB4iuNZhobP6ju3P124Mme32RRi7OS2WSNHin3UkBlahowPCynu3B/w//KXv1xdXas36ga9IRgKonmuMMFsMadTaYIkIuEIclbbbWo0FbEe1JvNavvtb/879NQ+rw/Y9+bNW2LGrVGv169vbEjB+R63OxQMwm57vS4ovHAkAt+KZddwv893795ntVqNRUnlvNPphP2Dem41W9AkrVYH+s/n8+j1aG5pab4m7N2ttOPwx9jAPDd5vSi8kSQjkfDE5ASwI5wCGExgJEE7Z/WGqakQ8nsrUZ4CmL9ToTCa/4pEk7XAJpPBSZUShDUBYle8WoTX6xHnFEHxlbBbD4ZNTkyyLIsK9CgUO5nNdrv1L379K5TIvh3kCPufnp7+5a9+KUiR26KPZDzF905FGvEK8+OBAhkfHWSGPnc4HdfWOcTZu6M/DCQtBKwZDIXgh6ZpKcYe+mKO566azFcXr0K3LJWqttls0mexLiQ5vzAv7QGE+MzMDCFmlwGnRqJRHE0IhiLtQXkHJibE+RYJYc/z40CU7NhhXClYaWFhAQXbb4fQcyheieA4MdL/3Yc/3+lB/YApzu+C3dLoJKkmSWkyaIpSiDNYiLnhYny7NNEJcDncCMnFJZZA59UqpeQUUSrGU2WzLLczmZh0QeBP6UyF7RJmvHin4BkAzoa7BocYl5cHXicU6NaPp5LEtye73Cedpdt1WV8QGW+AzNDnCBeCmM/J4O7ha7Uz3fS7TUH54XGg7jR00+gffDw94g5r7VaUFItj740YkrLLdpK/xYIxaDMpSn/cnZMHp9BAGW7E7v2S9kYSu0Hy0iEOHmgbF+JpfA8cKJqmEG/H+F7sHxNBhI3i7ATpM76dcUBIl3RnhyRx+FrtVtEWbw2250/pru11X+9e/+1acq/b1XudsYwLDJmhzwy4ONsi9iFn5fv4ILyHM1Da5jTmi3hf4MeYZfINOI45dZom125Et7Dn97mBVBZ0759vJsb93/PnxllwfLzPWyPjdCAz9JlhzxwRF+2NPs94lyu5b7aOc8YTB3B8/fQ6rj1zt8cO5IddhoxjQmbo04ZYs4DDCIESeByZrsh6JY5d04k4Qkwdtn/fh/N/YiA39r4c8BPd5oRAEAJKLWJxXiHwKp4HCYT2+UZVwGCChpDCvzFO4DlMEMuq7Fw3QfxOQGVQcCnJDU2vLI0Qwgf8aMoUdlXh/szfXVNA2vfYn0lg2+PBKEQf5/etvB+iCxtOk3yz3BHE2nK7ucdiybXxNq+9vfye30e0eg+O8+wdBIcuJHQ0HIMpGFSL9Ih2kHBmPKylxHGWwDhRh/IHj4+c+2/xJAjSNOPHBvFau+eIN+io/R4eHcBfu+7rsd9DIuz/eW2TjhWjd8TVEAMgcDHFAB5lbERiLHkuEtVlHAGZoc8AqDS+IHEz+uEx4vAsGjLeHePrCUTGi4z3hlVJNIkBWoHDKUz8RIvrb/eUgkSkxPaAo7B9ACkeGceOrPe0s9ZbgR/qcI811oGj7vVN/vgjclvxt+6aeE2TDuPwqSmOWGs/WGSIILOGw0hePNaeFsEXaJZoFsNHGNfnSYUgTRZBEhgxLla3eyJwyc9VhMHuRd3Dg9SB74k9PmTJvBt/uzcQTDL89izYnTMD27Nw3xrHYujD9gq+e2T0D8viYBDx/IeqWiPjJ0Jm6DOApN1kSv5QwAlxxr43MvQ2L9Ec6guBDVgUFnCQofeHBGGcJEulg7x2/2+2DaTdH+bCg7L7qK2OMxgtCS/u7SvuAt9P0m8Ac2jJ2xmaEU+LQlM5Kbbtm4PojwZEX2AIXIlzSPYDF/OceD32nPFJM/SeKtnvV7Rj95aJk7NJy3btJ+lqEmgmq/EjscPQ4pa750Kg+/UWxXx4MjxBeLstKJXyPbBsp0Au7I6laXrEyEVLzi1khj5tcMP+qN0QRh1BMPAczxOoiCNy6+2Zg4gaz448Br7H6N1jt+98fapv14kPZ77fDvdsNe5g4RfHsq1mi+53GDRfMi7Nv7Ej2QR8ty8WWHJE4T2KL431DXFYIB72DOPCUS7agzjOEMPusfYw/dtcuNiuspJKjEkZO+M5pKVDCzjJj0cNJP0kbAu8119n/tCH1+FwdzHWXm+8ieMLMmJYeKYZgWD5gwfq4Fy1KlDIt4T+5JDblyf2MzS/J0v41HCYvPc+eIevmLCrfdGNJcWMajTnN89JEz9jex6OHYErheG/haGPsOq293Poeh7V2p398qKMFvjxDPFCudGm+8PX7UHG2UJm6NNGr9N98ON9gqQWY9MarUYsLjFOFCLFQvzSXEOEOMOVQqmCFxvNgoDMYcTaxPYbh+8QM77DMft8gqd4TmcLXhyHxhmcbbRHL16tpsv14XCIuk+O39ubwiVhgbnF6aVBzxE4TxKwLYNCAzDysIzgxaCBnT/FT9zbym7g27/fsNbe4eqd4tXY2xhazJTFpdwqwmq1+ny+aq0GFgk8IBy3Oys2sV28c6eKJ7+/nOdR7cGOOW3zaxv3hu8katlzIRnhoMQXK+UJ1HZrgEMIQTgwFwq/q/VPFa8fqz4COxcZ3lWjyTQZDJKUEniaZphUKtXtdATkGxjbWjvMKp7VgQD3w3jDQ/Vah87hmy5GvECXIUh+coZl64X8oFs/5gnKOGXIDH3agP40u7nxD6nUNw4bcDCqXCHlRoIS4rid9BOj0eh2ueAVbrZaer2eVFCVcmU0GGDbpCPsdHO4FFNDnLi6vSCALg9Ny8kRfKtLNytVjh1tX4hLekFwwj0RqeZ9pXIZbJF6LoMJO/7n83nKu/FT5z5q/sSAk4p0ZDo0FR0xjEqlqZRKG0vPuUHn3F2Aj7TfuBiQGfpswDF0JV943bcKlbpvF/LVfjO3xfOcWq+fis2WCtVaISNnLsqgVJTRos0k0zzHBiZ89GjULWfOulFvxhGDM5ceAkunVpdGI9bj8w/6Q7PBMrfwSXx1pdcuyG+xjGNCZuhzB5VO7wsEe4NBvZAFeoYlw2633mhaHPZWvcKO+mfdQBlnDK3eQOBEs1rl2b7VbPD7vOvNGk/LD8Y5hFBOb+EC7/NPtjothVIRnJ8pZ1XVYk5gRmfdNhkXADJDny/oTeZgONob0pVinqcHO8sr2bxhzmzxeCvJzTNsnozzAJvdPugNOLotCHypmJteuG51uKu5xMckUC8MeI4pphMERnhCU4VykVQopmfnlCp1IbnBs4dj42XI2AeZoc8RTDY70HOz2U7FNzCW3vsVx/RbtZLb4+3WqoNO86xaKOPMoTRZ1FpDLpmTAtU7zXq5kHW7Xd1WY9htnHXrZBwBgWdyyVWaHzq9vkq1tjUauv0+Sq3Orb1iGfrt28v4iCEz9LkARVFer9fqmaiUivl0CuMPGdeCUC+V7Xan2+dLbHQxTq4w8JHC6XRzDNfv7lppuXTKYrVa7I5ir3WcHFkZZ4JqNg1c7fUHitVGNp1xu1yRK9fSyUS/UcPkuybjNZAZ+uyhUChCoZDFYllL5VrlnHCYnkWw9DCVTMTm5qplS6delV2aHyGUGo3ZbK4USyy9O4rJM8NMOu0CfVbWs/32GTZPxhsg8Hw1m2FGw2B0oVQqbW5uTk4GonPzyUS8lUufdetknFPIDH3GoBSUa2pKYXa8SqR6b4vI7TVq5XLF6fUNul12zyi1jI8EFpsN55T1auNA1bBOo+pwOV1eT27z/CXzyNiGIAjNcjkjLE8GpxSYsPlqxT8VmpldSBBUNY8i88+6gTLOHWSGPkuotbrpmZhAKTdWV4atYxUNKKRT0dkFg93TyMc/dPNknCsoVGqD2dps1ZlB78BXIKkrpYJ/Itiy2LqN6pk0T8YxUauUOF6YDIVxSlHM5fq9/mQopNcbMoktZtg969bJOF+QGfrMoNVrp6ZnWAHfWl4ddVvHlD4cPaxWq063q1ErYaODPbWMSwytTqdWa9KpLTTNxyE0qxWzyeL1+ba6HU7O5DnXEJq1Mk0z0wuLBElm4vFuux2aCs1eWYyvL3VbrbNunoxzBJmhzwI4Rmk1wdl5huHXl5eEd/JXC0KrWnK73YFgOLO29I5zJMi4wDCbrd0uQ3eOlsgCxxUL+ZmZOZPVWi+9thiOjPMBod+pr716OT0dC4ZC8Y345vLqVGzmyvVP15ZfNSrFj7U+oIyDkBn6tIEThMnpmJwKNWvtXDLxbvQsghn2S/msZzJSs9j6jfKHaKSM8waSpIxGUypXecM6g06r3qjD09Wq12UZff4x6NQ2N9bC0Vh0Zia1tbG+/NwTmAzH5nJaXTmbZlk5EUuGzNCnDlfA5/L78sViPVXk2PecUqZWzOktLrfPn+619ob1yriscLu9PCcM2m9JhS8WshNzswa7vVnInU7DZPwU9Nr1tZWl6dnFqenY5vpKLrE+HAwmpkJmjTaR3BwM5DpxHztkhj494IRyMhSzOd3JzY1aKflTdsXzfHrzxZWr13RWW6uYP6EGyjinICmVLThZRLk6bxmkHPV7nVLJ5wk360NsVDud5sn4CRBG/darJ9/NLF6fiEa2Nrdq+SQ97EcXrocMpuTaq35LrkLzUUNm6FMCpdIEghG7zbm1ud6onoC+4WimUi67nI5OrcrLlYkuM3CL1SoIfKfTefu6AlavVGyOgNvjLKXbr8utl3GuADd3a315IhqbWZhPrq91GtUn97+LzExHZmZTiWSrXsVkj/fHCpmhTwMEQYbmFpUk9XL51bBZPpmMVUGolStmi9XtC+STcTkL9rKCpCi709lutgbNY1V7pQfDfC7lD0y0qpZBtyI/GBcC9GCQWl0Ozl2NzcxuLK302pXkyitvIBybu5pOJ0uZTYGRja2PETJDf3Aodaa5+QWaEzaWntODk8x3HPZ7pUJhKjLdajZ6TXkO9ssJjU5HqJS1RArjjxu33yjm7Har0xfIbDV5WX5dEDA0vfHsYezK1chcdGOF67fq6a2VZr8xPT1r1Ju3lp++d9iKjIsLmaE/JHDcZLH7Q+H+kE5trdOHCk38dDTr9Uaz6XB5Bt2u3BdfSujN5sFg0K2/Wx2SXDYTmprX6u3dZkGW0RcIW2urwej0zPzc2soqmN3tQnF5yIRCsdjiteTWZr9dl4t4f1SQGfoDwma1T4ZjlWY7n9zi6A9SXYSlR6l4PDo3pzObO1U58+qyAVeQeoO+2epg2Lv1y8NOZ9Bvuly+XqcncHIRjAsD9EZvrLsj0WAsltrY6taK/UZtc/QsGF2IxGYzqWSjnJNJ+uOBzNAfCIQrODUxOZlLpIq55AetuEv3O/1Gw+Xzdao1uYDJJYPROqGgjO3KO4cW8hxXLmRn5hecPWMp25Zl9AUCQ48yy69Cs7Ohmanll0Ou3Rz1+2vPH0wEJ2fnZlMGc25zHcPkHMuPAjJDnzxwknL7gw63J5vJFrJJjP/gBfELpfyUedbq9dbzWbkvvjQgSMpmt3U7bYZ+n/CFbqdTr1ZtNket1mYHsoy+YEhtbnqnQnPz84n4VrdSAZsrk84OacEzEVIpZsUi3seI7ZdxwSEz9EkDJyamwkazKxMX/VGnImqHvV6rVvN4vd1Wk+7J7+0lgcFk0uu18ULmPZOmeD6bzcbm5i02eyXfPX6gmYzzAJ5hCltxhhWCU+EcpWzk4THgyoXMoNcJRWJTs1eymyu9jpwtfckhM/RJQqnRR+eukCQVX1vrtk4oq+o4EIR8JmF3ON3eQDq+iXFyyNjFB6XQ293McNRtv/+Uz3S/l8tl4Kno1IvDvjzPygUDx7KlrQ2MGfqDAQxXNLIJTOA7rcbyi6fhmfkrV29sbmxWS2nZbXaJITP0iUFrMAZCUYHHNtaXB8i2PdXXRuCERHxrMhjWmxzdulzx8cJDo9Hp9IZSNoexP2ki8BYqYOI02d3DtJw0fyEBzwCLYRP+KSVFVTJxnmNYZrSxujQZioSjYbVGkc9meFYelr6ckBn6ZGC22YPhcKczTG1uDfvHqixx4mjXKm2b0+EL9BpFQZBdmhcbOqOB44hm7U1TZRwHoMOqpYLXH2w1GsOOnDR/AcHz9VwO4wiffwLHiFJ6XeA5nhklt1ZbrVowFFKqtenEFivPRXsZITP0CcDi8sVisUKxkEnE+TOdU6iaT0/PzBo94VYeBNMHj1CT8YFAkAqH1Vmv5nnuBIpUdBv1kdvnDQXjSx2Mk0tTXTwIHF/LpZh+b2pmhqBi+c1NDKMFjquXivRwGJqZnbm2GF9e6XfORhvI+HCQGfqngcCtLq83EMzncmgA+KyVa7/Xq1UrLneg26hyA1kwXVRojXYcJ9qtk7mDDM0W84VQNGqy2luVouzrvqBoN2uJrY2J0DSBE4VkgmOQaO62mssvXwTDkejsfC6RrNVKwodPHpFxapAZ+v1BKRX2QMDucFbyxXI2eeb0jIkl+EvFUtQ54fK4CsmWIIfvXky43O7eoD8a/qQR6L3o1ivNqtnu8XRbdU6ervSCQhBalXKaw7yTQWU4mk6ssCN0K7l+L7G64vZPBiIRFYpdSLKMXB/0kkBm6PcETlGuUNjh8iS3tlrF/PnhwtGwX8jEPT5vs2KQvV4XEQaLWavV5DIVnj05McRx+eTW9MKixmTtVgontlsZpwwg6VqJHvZmr1xjQ1PpjQ1MrIbEM3QhFR8ydCQSVamVqc0Njjkx807GGUJm6PcBoVCEpqMao2VjZaWH3IbnC7VCxmwxuQL+5Grn/JgOMo4Jp9vF80K7dcLpABzDNuo1p8vdrbdAdp3gnmWcMga97trSy8jCgnJuAciYEQv+w5tez6aedTozgIUrW5ubw27rPDj2ZPwUyAz9ztAb9e7IFIGTW2srg/o5Hest5TMT4WmdydJtvNuMCzLOFkqNRqPV1ypldnTSJCoIjXJZb3ba/IFaau2Edy7jdNHrtLaWlvyhqYloNBvfGnXHdYroVn3t5TNvcDo6t5DO5NqltCDHBl5kyAz9btDodVPTsyOa3txY4wbnV4j02t12szE5FVpd7p/ndso4AKPJSjN8sfBBqreO+v1BtRDx+7sNx6hdlUPGLjTgDY+vrYVn5kKR2fW1FX4wJmm4y6m1l97JqWDYm1MSVTR5vKykLypkhj4+cIPNEg5H2u1uYnNDYM+1ZSrwXKVQsDmcTpe7kEzIffGFAElRFru93WkLHyxnr1Iuud0um9Od77Xk2nMXHfSwl9xYD8/Ozl9ZXFt6SffG5ed4jsvGNzqjXjg8YzCYMmtLLD2UO4GLCJmhjwU0h4HDPRmNlEvFfCJ+zulZwqjfy+dybpe7VavLIWMXAkq1XqXWZtPpD3cImqYT8bgjGNMbjfIIyCXAoNfaWHkVmo6FI5F0YqvX3p0ipZXLb/QGoaloZP5qNrnVbfzU6jcyTh8yQx8LLt+E1zeRiqdrhRR/cWKvKtmM2Wi2eryDnhwydgFgdXl6vd6o/z4zWR0f9UZDb285PV6ZoS8HRr3u5hKQdCQcm15bWd0ZkwZ0mo3ll0/9kdlgZDqdUbeL8tx3FwwyQ78FBKUIRmIGgzGZSNSKF61IvcDnstlAOKwzWrpNuTs+11BoNVabNZNMnGSS1ZFAIWMlfyisMtlHLfmpuAxg6VFyczMUnY7EpqGn6u2JYGUZJrO55gmGo5HpglZTyqS4M617KOOdIDP0m0CptZ6paY1en0gm2iiL9ELRs4hhtzXo931e/1a3y7JyHYPzC7vDxTJ056STrI5Er9Ps9bqB4NTWUltg5dHoywBmOIqvb0xMRbzBqSwvDJq7E1MCJWe31vqthjs0rVUps4nN4VDuCi4GZIZ+LXCdPjodIwRh/fkjhqZBj551i94HPMfWc+mJ2ILJ46tlErDgrFsk4wiQCoXT4SiUytzoNLpOnuNKhcz84qLd66lk0qCqT+GgMj402NEwtbnuCYUiM7Pxzc1etbz7Hc/VywV6NAxNz0Sv39pYXh+2anKM9/mHzNBHAldq9JGFBYxlt5aWmFPpND8cup12pV6zu5y9Rm3YlUPGziNMJjPP861m89T8NKNOp1wumszWRrnMnlx5URlnCw4VF0sqFMrpWCxOkK1Kaa+06LYaS0svp2ZmZ+bmExub7VpengTvnENm6CNgdrgmQtPDdj8ZX6VPvHDEWaCS3rSZr1ocvmK/KxfWP28gSNJsd9Sb7VGn9fa1Tw7ZRDI6t+j0+PKJzdM8rowPCm40SqysTAQjE1PhPKmpFTIYtpt7wve7m08fTYQi0ehUXq8r5eJA6mfYWhlvhszQB2Hz+AKTwWq5XEjFuUuTMMpy+UTSE5yuVc10Rw4OOl9QqjVatbpULJ32gVmuVip5A4FCqSD05dmFLxF4NpPcHDAjfyBAkVQpm9hL0pggZJLxbqcVCof1xoXkxjo9+LDpAzLeGzJD7wGO+yaCE+FIOpHKp+MCd6m0Zq/TpWna7fOnV9sYdlksj0sBg9HIsOxwu9zEaaLXanB+n8cfyK+vnv7RZXw4CDxbyaUpUglimeO5aiGNCcyeb7l6pUzTw+mFa5G5+c2lV8hZKIYj2HwTarWmkE7wsrY+B5AZegyFQuELRvV279qr1Xo5f/liKDiWruUTgeiswWnvlouCHDJ2PqBQKpxOZ6Va4z50ktVRGA0HmVQqPDMzqFQbcnr0JQPPFZKgj1ueqRihUpTTSYzbF1LTbbVfPXk4MRWeWVzM5LKtUpEnlbGFa8GJye///G1y9dlFzF65ZJAZGoFSaSYicxqlIrP2slWvXNaA506r1axV/H5vstcdnIVik3EYDq9TUBpardRZBVR367VRs2nyTjY6HYyVM2UvGYRaqSjguD8QUimozNYGxu27xfRgkFxf9/oDk4GJskZbzBXrzdb8FZtrMppMbGAj2ft9xpAZGlNqdHPzV3CVceXFk+GlHqMVeD6fzxpNRpPNPuh3L2j+2GUCriAMJmOr1R31zm4YmOfS8bh//obWYO035KmjLyHqxQKI4UhsjhOIfHz9gJJmGTqd2Or0B5ORKK7U9HqDwYiZnIpurnlryfWzarMMCR87Q2sN5onwdJ/m8uv3h6cbSXsmEAaDSqlks9obFd1o0Hn7BjI+JAxGs0KpbWRymHCWY379frdZLbg8zmSnJhcwuZSolwrrHAe8SwUj+XSSZfaLYxxr1qocQU2GpzU6E4dhNpfTFQjW8jmMlkMIzxIfM0PjBpM5ND0/GPaTm2vSLOgfA+qlosFgcnm86bg8SfBZgiBJo8XW7tL95tnPMt6pFBzTcxa7p37hStvKOB6a1TIm8KGpGEVFEvFVgdlW0jjhCYZcviCDEbhCbbA5DWaH3mSJRBeTa1v9slzm6Czx0TI07nB7Z2bn4pl8LrHxUU3Dx7NsvVwOR2O1Wq0nl2U+OyhVSr3RFN9MYfzZP36DbrdRrXm9vm67SfcvvzPp4wQI5S2BmJlbpNSLifVlRkyyUur0kdjswrVbZptDodFjlFqpVJOEIjo989Tt61fzGC8XtDkzfIwMTVKUw+l2+oIbyUIxsXr5wrbfik6rXus2XJP+1FqfuxQlWS4itHYrw/Dc4LwEZ1VKBYfL7XK7s8meXNbmBEHgIFMJHMelP3ECP7ACfkI+C3E3B3c+PgSOCQIvCEKvXd3cejo7e5WaiWYSidGgJ4z6G89+pDt1s91lMFv1FodGp1Pp9EqBCAcc7Yx20KMPN/Dow7yuUW/BsXd2rJ2gD3CmPM9z3IVX/x8dQxMK5UQ4YjLbc5lUNX8Js6qOAzTB+1b86s2bbaezmk3LIWNnApfDX69UOfa8DK8wo34mueWfitRrlV7r7B3vlwNOu+bzu9e8LjPIUuBmYGqSQhSNE7vrkJjiwFZH0NoxaPzwGnuXCPDacxzL8bDQ5vArNfpytTEYjAiM5tmewPIM28cJGh+2NYRaT+qsZvNffxX8fP63LN0lCELY3h+B2B7D9+wb32bHQw0QTnHEBCcFHB0OFwicohk2nyv+53cr2eLFrnP8cTG0QqEIz8xoDKaVlfVho/Qxj7dxw0EqkbC7/a1KiZHLMp86TA47RSh67RZ2ngoj1ytFs9trcrr6nSZokLNuzmVAKOj6f//2bxZiAZNaTZI4QRIUieS0yNZjlqZw5YGtUMd0UFgK+NulJo7vX4nfsx9RVfIMzXIM16ex9oDrDmiMUNssKhIb8IPhaMRynNBHNE5z7EilUun1eoPBoNOpgZUJRMS8dAxphyS24xUgsKMhnOYYNomuGhyOFwSSZbhnz5bWU/+rWm0OL7I/6CNiaJVaHQzPKihVfHVj2CiedXPOHs1yyWSx2VyeYip+1m35yEAQTren1aj3uucuK72YSU6Gw3WzdViXYxROACQ5pKgRQQ6VKkTP8B8pUjSBKG/MXhRxMBDhSA19kKGPoS9IbJuhxY2Bo1UkzipAZjIYwVME3xv1+gNeqzeZbGpCoAVuKLCwlpLj1BiSNJhazaooBqS/sC3id931u217ne1wmhp6H3gceHokXPxJ2z4WhtabLcGpKY4ltjbX+x3Zg4fAsWytnPcFgu1msy97NU8RBpNVozWWCxvnMLVp2G13uz2Pz59stYWPKYLyA0HgBQx5XwkBfgsEIk2BA0oTMJ7ESXEVfJ/LW1p0hMP6kBh9J/bZplf4T6EgdBhJYAIpkBTOdof9bktQmhVGrZpSUQpgNZznxeE/0S8P9MuL4hw/sK9jtOQUGRqX/t9W7QKHEzyBhv9P6fgfCB8FQ2st1nA0RrPM+toaNzp3quUM0W01affIG5hI9ocsI4eMnRLMFutoyLTqtbNuyBHgwW4rlYLRmMVqr1cKH/NI0AlBHHRGfmBCHMMF6bzjdRV2VjjWfn7yrcAlT7UgUBSuVSvAaiDBdMDw9oCuN/sErjfr1SCswabY8cCj9kpK9ADXCa/9Y//y03x+8O0jSv4G9PuCE/RlZ2h4H2xOly802a53UokUz8g1OvaBo9lCLh+JzVpt3nIx8XHGzZ0ylEqlRqOtVhsYf06vdr9Zbzeq/sBEr9uRy9qcPARKZDuJs9+6skgx7xDtjUKlxK2kQxxS3rjYLYK8BAmvUVHob5rE6WZf0WiA6aDCtThFMhQ/GlMyP/aSI64+uhV7aZh4/VcnDXx3gH18KOl8pbED5LGgTihK/CxxmRmapEi3f9Lj8eXyhXI+LU/VciR69Xo5n7U7ba2WbjSQHQwfHFqLA/qPdu0819cUStmMbd5qsduL2e5ZFQy/HMARxYljuAJ8IHCJPAUpJWh7pR0P9i6hCGOKxSWSE405FIVNIGZCJMQfokNiexd7+fJwoBY+/kXiBE4qNUoW5wUcWYv94aBWr3Kc1axXaCmewLkx34vD2eJjsGfnOyfA86LQxreb/ZrDjU/rKM4Wtr9+g0v6iIDKQ173Q4MFmHTNLjIuM0N7JidcLt/WVqJRystlcV4PoZLLWi0mvd0xynTlC/WhYXS4ut0mOzovSVZHghkOKtWy1eGolsvnvKnnHPj+HwLf9+c2hD2rS//uy5NCbyVi5O1hbLQCf5R7HN/9d6wp8UOMKFGm+JsQcJLUaFQEGiXnMJxq95hKc4BCxAyYCtkNAuyDF5mPwHf2LxGzSN6wFBia2LPPo5qzr5ljyStsr388mXt4rTdtt3NlZA19LkFQ1OT8glmnT2yuN8qls27OeQfLspVy2eOdbNYbXE8OGfuAoPR6o8EQzyTPf5RppZA1ms12r6+YkKdPODsIkpKmUKIUgwpwKCmSRJoWGI7aryO3f9BI8x5Ri++3ufc+dyDqpSRtlQKxrcDBHnv9bqeNc4LOYVCqKLAIGEKS+PiOIkeGAjzA9IgWBE6honCBQa4CdETq6GPtPShB8iy3Q9A4ilHf1sc4vp9cj7JhPjJcQoZWazW+UFSt1MY3Nlu1ylk352KgUa1ZbM5gMBBf7coRvB8KOO71etvt9nBwARLQGYaplIr+yVC9XKTluUp/At5rMFYiJ2BEiuPxWrm2tLyZSKaAo2dnw9HolMWioUhBjDsTaQ1JWeBIgiAJMakKbd7pdDFspFIplEoltidFCraANVA4GHKYww9J4KRaDbtjgSxhj+0hU292MF5nNes1SgrnaDgOyocmeGBWnhN63cGrV0urq5uDYS8UmpybizrsFoWSIkhO9BOQu3JaLGaG+BjMClTUDHn0O91eKpV02B0Wi0WhUCDPPy4FXYvtEaTzES/bazOtPxZcNoZW6LSh2DSOqdaWV1lZDh4bDE2XS4XgVMSMpr2SI3g/CFR6vd3hXN9M8fTw7WufOQShXq3aHE6H25NLDjCOOesGXVTgbxxgff1GCEBq7UbrT3/68emLTaCxRru1sr7yl3/56+vXonqtjqJIFPGFo2hrXBzjBvoEwJo0TT95/Iyg2OvXFklSKaZT42NKliTxzqgtSvoiCErQwG9Qw4LAYMrBgK+0BgJB2k1aNdAkSHkCuJmGlUHKP3ny4ve//4ZmoHXsy5drjVbn51/eMxj1CgWPyJlAs8KIdoCADiIWO9keJIYd4f1eP5fNq5Rqg8EI7VdQ5K7HWxw3FsAqIeBceEJs6HtcvkuDy8PQ8EAYbNZIbLrWauc219mhnDv0bmiUy0aD3un1dztNRr56HwCgGDiO7aIkq4thAAksXcimQzOLrUa9W5fdUe8Dfu/NFsmRPNZ2Um4VcmUvLa9l8+XPv7oyOzfbbA/+4z/+s1iutDshlm1rtRrQx6MRKs2hUqnoEVGrNnCCt1rsI5p58WpdocS8vqDVSva6vU63o9FobVarUqEYDEb9fn84HKpgexWaE5qieLPZCIqWGw6qlWqzw+AKDU0zzT5tVmEs3dcoBLNFrVCoBoPhsxdrdqfj57+4o9Hpvv76696g3R309UZjo9HvtloKhdJms1FKoPkBHGXEMrBbnU6n1eoIguj3uzipCoVjVpsNI1TNdq/TapMkYbFY1Wo1w9CNRn047JvMRthERSkIEpU0PyoI7KPA5WFoi8PjCwSq5WY+m2CHF0GjnD/kM9nYFbvF5irn0nLm1ckCOiyjyVIq1jDmvEyVcRx0GvVGveTyuIedFitnQ7w7xoU+ULCXWDZaEI6KXjoczCUtEThmlMvnrDbrzPSMzQL/4n/z33/DcTw3op+tJDxedyDgWFtLlMvVcDi4tpF5tbTCMP2ZmZjD4Xr+ag3DhpPBoFKhfPb8ZSFfAJa8c+eOz+t5+WI5nUnWamWl0mSzWxqNmoAJX335eXQ6vL669cP9x5VqW291Liwu6IyGarler+Q8Dv1XXyzarTae50AitzudYqUV1Jvuff6lwLFmiyWbL/zw3YONjXWFgvr09qeBCf/a6vrS8vpo2LPb7OHI1NUbV+CrRz8+4nmh3e7MzcdMJuuPP/yQTCTg2ly/cXN2dmZ1de3li1ftNpzO1N27dycnHRq1hgICF8SSKfiRavoyK+xLwtB2v8/vj5SLlXxq/VwVOr5YQL7uct7q8NXqHW4gF308SWiNBtBDlXLjwpk+5VxqKjqtM5taFVlGvzukcWJBylB+Q3XMfduIv9BALMuxlUrJ7prQKNVKgqIoYSrgxQgylcyVii2Nxuxy0eVSM50uCTyeylRm5q8xbK/TaYYt5kAwatCRBqPl6ZNnoxF/77Ofr6+vv3i5xrDY85ebag2xsHj9m69fVBude599Eo9nMvn6iMNfPF2yW93h4MzT1fVCvmge0fnyyGbyeQNujdZAkAqVCr9x48Y//+u//O+/+0e323Hj+tUrczGGZZ8+e1att2/cvlcqFV+urNG88GJ5td3lbl65yrF0fCsVmPL3h/1CoaxW65LJnNPpSCbyiUQ2Epnt9kbZbJUXtpaWtjyeSDga29rcXF5OuNwmJSqXiuO8OOJO7B0wuMzEvIMLz9A4QTq8gVA4mkmlC+m4TM8/EY1S2enw+v2e1GZdnvPqBOFw+4bDIT+4eLERdB/0c9vr87fqrY9qJvUTgbA/olk4Pq2InE7gGMdyOEEIxEjAR2hcl1AKOMnjFCcILA8/sESBERTD841GS8BK4UhgejrsdjstVo3VrMcIodHuX7kSunkrarSovvvuUb3Z0xlNs3OT07HJWmOgUPC3715VqdSDwSCTzgJrXr1mVepIvRqvldP9QbU3UIYm5o02D05p4bhKillcCJn0/+OH7x8+ev7077cS1Z/9YmFh8dVqhiQVAk+plPqNYtxma1GUan7e/bOf32nUa//5H3+u1we5fJ5Sqcw2B5krDWgmnkr7J6Zu3l1UqVS9Xu/Jo0Sn1/cQuFprHAzZVKbQ681qNQZUw5w63uDApcPFZmhSpfFPTplM5s31tVopj8mT2v5kgIwu5LNTU5FG3dGulS/KiOk5h8poUKm0lWJKuIBGj8DztXLZZrc7XO5KPiM/Eu8HQYppfkcARdsdDp7nRTKGHo4AEh0MRgyDXN1oFmSMgOUcjwcCfo6nvvv+/sry0+np4C9/9XNmyHIcB8wHxzYYjcCCZrOZIPDBoKfRqLVajUqpMFvMWi2hVqvUasVg0B0O+61Oc2NjrVBUD0e02+PmMK7b7hECPeg1qw3GajIQHF0plk1m4//1//z1b/7613/8+k/pXMlWKFarVZoe0cMejglGo06tIg0GrclkUihJh93mcrlSyUyukA9Pug0GHXLgswIz4kAiw8GNJiOAJFONRn11dUWrUzDsyGozk6j8Go8TYztHzNH6KKTzDi4wQ6t0pqloDCeo+MZGt1k+6+ZcHtTLRbNJb3d5+902O7oAeUHnHzaHfUiz3fZFnap20O0WC0WXx93tNAcdOfPqfSBVuhYJ5h14mqIoh8O5Hs+Uq1WVWtPtdv/rD99ynDAdiwwG/eFw0OkMGqCRB8PeYBAIuP+///l/r68lVlaXyoUqzwALchSlUCioIZpcclSv11mW0WhBsA7QVJgEit4mUCQ1zwscjgtqtdJmt969d2dy0tdsNpVKMpVNDrtVq1Gt05Dt3kjACJ4e/uH3X09MeG5+MmswOTxee7XRJgjSZrVarIZbN68rFYpms65SKdq9pgJ2QQrA//DlH7+7r1AoQdzrYF//P3vv2RxHkqYJho5IrSUyoQUBgqBmkVUkS7Cqe7pnpmd7Ztfu1vbDnvgvZ3Zmd3/g7svYna2t3e3N9mx3T89MV1VXFclmFTVIgCBA6ARSa50Zwv3cIzITCUmQBAkQzKdQYCIywsPDI8Kf9339FQzFsoKg01crYrlSLhQL4XA4k8k6nc6LFy9293ji0ajFjAtfMgzqJCC1KiMfnnD4fjA0eqztDgcSCPO5nJaSRmc0DY+eRJ8WXixW8p0V04ME0pnWVpdGTl83WF35eMjs9I+NjcZi8ZUXzz7EV+SNQQtYd0kkc+913tn4+jpSoi12Z7VcIjqlo18LaomrV10/Bf19Pc/nlm/enBwarq2vxR89en7x0gWz1Z4rlufmFzP53KNHT40GUyIZS8XzgwPDNCXoddhzmhdgIpnoHegTDNz0zLIocbMzMzqOsZu5Uga7lOOEJZCjAc0AnoEUS5IOrzMdT6QSEaRez87ODgz0kjLkSEpHyxahWJSNxXJVgbqyov/m9kyqxDitkcnHD416ymVn+rtd4VA2ny4XCvlardzT3UXKNIGOhoiOaYfNmElH3R6P02GURIUi6gJP9Hb7Z2bmnk3pkslsuVzr6vJGIpFwOMoxxOpKqDsYhNAHIaNmMn9L9+So4/1gaJvL/cUv/zqTztz+7tt6qWh2OPsHh0rFYmh5Uax2UhIePMSanEqFPV53IZdx+HzDJycE83oisl4pva9a4CHC4XChSSqXir/fThIQhEMhf7A7n81XC0exKtdRBmxbkG4VtNoPSIoMBrs++/TKD7duf/f1H2QZXrk0cfnKWa/fkz8/ce/e3dnkWsBr9fn9w/39DFj58fZ3aFYfGxvuDfrr1crT6afVUv70+InHj598/6d/sZrN1z75CLEkBITdahRYxucxCwLDcZTLaTbo6d7+bovJ/NPdu3++vej3+vp7u0olk0lv8rrtJp3AQK5aBxVROn/+LNLLH01OytWsz+M6d+5cf3+vzWq5Ld+7efNrg8Fw+cqlQJdblqpWu4FH6jJN9/b4P7t6CX3V5fOUS/WB/qDXY7MM2WWp8nx6kqa58+cvDo8MWoy6+/cerq1MDg8NdwedOIEaLiFJUPTutS93HWZ4ePWpDwzvA0PTtNXvN3mCkWxFgpyrqw9JhalUcn1poRO2+/aQjqwYhscc/i7OYIKCAfBGhnofnpYjBpbnbTZnKV+WK6XD7subopBN2Vwutz+wWsi89zPfu0Irk7U2XlqGay1yqG0PavPu7YAcz5w40RvsclUrVXScwWjU6XQsx3127cLZ8QGCJDnEsTTNc9yJgf5rVy5SNI2IUNDpXC7LubNjgsCTNH16fLhcrggcZzYbKJoZHOhhaJw+1GW3ojY5nrdaxhUFoGaDXb6xsUFRko06pIrrIY74klmGIqFSlqpVnuJqBCJ0m/3658wXRk4xG3VWC8+wtMNh8Xqd5fLnHMuaTCaGhj09Ho5B/WJJCDwe27/79S/Q5Qh6wW5V3J6vWAZ1gPG4v6iUrpIUpUdKP88HPLbLF06KctlkNqMtjJr5RB2HVnGRPai6jaFxcRK4v/JhRxrvwZyLHhp/d68CiWy+6O8f9HsciVhsZX6OkDpBz28FVl/A5vbE0rmKTPu7+012G8kKkOEV6gN1p3wT8AKeTNfX1o8BpQFFScWjvcMjBoe9nO6o0W8ZzaxiBAQcx3AOi91pbfta0ek5nd5LaBm4WJYAgBMYk0UHcU0LnO+a5ViDgcPLghAaBaPLasBJNLViWTynVrzA+6gtSAxPErhaNCBYSqezQi3+mFC9s3S8lnkF1FlIymp6UTVVKGdxOVmBIQRaonFpStJhNdvMei1vONqNZ/W4CRoHGNIElhvUBhWaZVle0N4Ik9VsMsNGclAAkESrN6LTWbV6l1BR1GSg+yyhfQzxHjC0zmh0uNyiDKx2p1HQRdZWwqshNTncq/lcdLAfIGF2eGT47IWPctVaIpYSBL3T5zaYTPit+2Dz+rwBTA57qVSqFLKH3ZGDQbGQL+SyXcHgQrEIxPd4Wf3d4UBKpKiO4JujgZtfENpEqNajRL83eaKRhFafaiNxpvoZKNuKRQJcJLO9cW1+1RJ2Qq38BuQ4jiQZRMZUXSYJqVjLp1OkzWziDKyarhPQDKnFfWsX3egLTgHe/JskGqm2G9U4SEKW8BYsNkAcW4azBTTnmY1WPly8BwztDwaR9Kgz2dw+eX1hwWJx+C4H0JQ3//S+WHvvLYdHDUiMffbkKaSYkYmzY+OnaIpldALNChTDURTTkYpeDSRttVqja1H4Xq9At0OWE/Fw78CwxeHOxiKdiPn94g1ohtScwHcygDd3aJRPVkVo2BSktTpXjdoVahVn7XMzDynV1gJWgTet2apkiS3czTKRuEY1SbAsw6AtFCnj4lZQrNbpbL5ME1ajjsTpVICkKdCqJZ9SLdMqPW8UwNg8e0C1fmUjUTjRlAvau/GhawXvAUMHgj1ulwuwpkGL9dTIKK0+MEsLc8n4emJ1/rB7dwxRzqbu/+mPS7OT5y5/OXrqvMVkEmW1CiwAHXp+Jfi7gxzJ1kr5w+7IQaKaLaQSCY/HW8pkpU7p6FeCmpf7dTlnu6UXbKubtXUfTI8KrNRriDARg3I05lctNVdzjzbttrGFarREULIsIw0YacZ4CyZdGu3HMyRLQBr7WEsFmihXi/EsIQO70cDj+lg4MIqGioKEgkYxbLK9GvRmNGprvuaIfAhoMDQavZav3Cu5GrYO33Tw62L70WaPy+d1UKAGakqxXI7n86VsLpfNhFaX8/EQTRF7hxfuKnbusee2Yupbaqlr3wBAvD31YReB8wCw/wbTkcQ3//z7hfnZ8TOnkZAEa2mSxAmlj9rbdGRFBprlu/xd8XiiXn+fEnHvB+lo1GZzGJ3ubCd/+8vQzLXR/IN4rRl247D2z9s9lTf+1BKAF4u1ubn553MvqtWK3W4/MzHu87h0ep5Ql5k1jzXYULabS9QE1TCYE6RUF6ORKMdxbred5cmWfkvRNMfzgIQ6mkQadaVWz+XzkDCSBpz7C9TFhYWVtfX1vv7e3i4H2lM7TcPW3hqO1ty9PdEa+XqvNdz08chODa8CzNCCwJ061e+z2WiKIlmNHchW6pZtVUV2uO5WOdBGknhy8574330JjmDj2MYTJji8XT4rrGbrpWIlnyvkU1K5xCvKiQA/1n2BRtIdzggHm3e80W2yIROCtgQ0QLvrTbMc2fYbg2p2lto4oNHx9udHW1VhCSJfKE0+nY0miwf4GFA05XQYbCZBIFmIXxiKpF/efHvlHO16IdhTZnmZwQ1g4PdWQp9rkeh8navHDVJ9YMAhuvXM5nPu3T/VVtb+ALSvh726hAOJ7RNbrVoOxzKl6pHjCYvNhialbCYNwZHr2xsCSFIqEXV6vZWMs17tJJ7bE9raq/qjPbvU64u5m/KH7rWPOnmKkvT8xcpvf/sNNiWT8MGDmUKm8PlnH3s8dpoW1MqVOKmo+i2FY44p9NrLBNKzgagAmaLoel1KJrNWs1mxkdi+3TBHY8WIYhgW8noC5zOjKKJYAqlMQSZ0JgOdjCf/yz/88/Tc/N/93b+xWXgzVqpxlUy6Wcy6qbgTjUXu/WhSr7BMQDbMAO+9HzcGg4bCYdX9T//x89NjgwaBN7IsGkjMfBsMrdo7KJLcfYzopsizwQ3t8+8rMHS79QWKilws1AuFUiZXBMDKsU6eG2ZYkuc4HEyAK6/xmuWFInduZxNDN5ttbtlmNYJbe6l2nASbGBpdIqAJYT2c+N/+97//128nc+KBTU+9AfN/+O9+cf7MsE3H4ZprFM6Bq32Fn+4G2jKbapKvCopoZSxqFGnf8RRgH34rmKDVKrOyDIrFUrValSRJr9ebjZ/xgqC+aKApDKlOIPjub6HbRq/autHs5wZDv9q4NSx65NYzhePl//s//dM//eF+TT5CPEEzrMvjS2dzxdz7l4h7P8hnssGeXk/AG5pHF9gpHb0vbH9PXgWvdihJ0bJUXV8NOxzez7+4bLXafvrpp9Wl9VS+ZnHRHMXlcmU00xtNLEWTkozmWkbCVdcUllUMeha9aKKsUBzXMzjIoVmIY8uSUqvKLMfp0OxEYiG+VJErlTpOR0JRBh2oVuVMkgqF5X/8b3/8h9/c0fFSLl+RJQx04VwnEuS1gAmAF1inw+FyOM1GXKybZRksW5Htkyy2idD0Vr2zBXKDj8kt/27dvjc2WSnQcyOZjXWbreb1KoiuOI5jGTT34c4xuJ/o2UJ0odpPmj6NG5RAbvpnQ7Nvf873I5eRVPvEr7o9KBQh1OvAaDSo1oMDcdbEMOi53p7g6IkRh1YXFYFr3AWGbnkMbHpRyabZohGRsCFXte2y5YL2cdU48AESsqzIkowYGr1mNMvoeZ7jeUI1WqDHg6I0htbOsO0BIJpREm1/wv3q3jsANFXoLUda7dku3wO9nqwVjhBDI/kRiY+RcPSwO/K2oNTr4dXVYN9YOu0oZ+IdNXq/eGerRKodDM2PhWI+kcjo9cYLFy5MnDrt8jgLxeKfvvn6+fPn6AU/f3785KmT09NTs8/X0DSu13N2u/3GjescRzy4P4VeWLEu+7u8Br3h4aOHs7NzFrP54sWLp09PPJ+d+/Ptn5LJhMvtvnLlUk9fH0VzilhJJZHEBsZOnigX40hOVSV5inoFDbiDTcDzPho+GpIcQTJtbgxqFlns/qeqp5BsONpp8/t2hXi7fLdFYtr/C9yiVsgxDGkikQAhY/WIxOo9vYlgVI8HSIINmtr1RJjENz8l5H7UOJLY/E6RzaB4GivTCqQOjJ4J9WbQ2NgEaEqkkQxM0aw61DQ2FmsjTG2VKkjYoMlduv96ieZJ9f7RFGQZHIsJFPyWqYMvNrTnjXUNcusI4ccGNA1NGhpDTW6ysb+aDYomdr63PCHShPwaJvO3CqPVWS3XitnjqUBrSMfjFpfP7fOFigVF6uQOOmKAUBCEoeGhp9Nz/+0f/2C3WwaHBj76aFyUwI8/TS0tJ06d/rhQKEw/X9Kb3NPTy+l06eOPL9XFSigUi8UKSJOemp4PBLoL+RLD6rO5tVSqeuXKp/lCPpMrL68k79yZtDt8E6cvPn78MLQSDnS5DUaKFAi3y3L1k0smq+/J5J9pHidFUbOCHQeD86FAW1XEIXIkIaruYhwJAdnwOiSa6inYohu9NWxdX2FoSEOCU2UxtaPbqldhJlCaDg4aqJ0khtdb/YGbrMoYQLXpcZDE8Q0Hu8CIeEYhJRlfo0bWmJXalrHeOTRNGY08w6hxGto2YrMmC3YQdCDV5nCnPUhE86Zo0tTrPkXbjqMASwOOPkoMjUYMKRbR9QgBj3PEMARg9cXs2OkLgsVTTi0fdneOLN5g3fm1oZr2EDcODAT/x//5v79/7979+09///s/xCL58xdOz8/NpjOZfN4jy1IyGQ+thOoVaXSk99Prl/L5NJQ5pAfLStFstrqdnkpZFEUlFo319fVev3ZBkqRqtbq6kk6nUkajsVKp1Gr1aCRdq0kOO8OzdY6mTKwln6iluoZ0OnvTH63D0K8JzXaK7yfSRUnYyN3SVIvanZBeFa+lW24JHCDUyufYZ5/aywNyq6K7W9O7qdev1FXYMi2/Ac/sgqZCCtvlIbL509xAtH/aYkvesdEdsc+rbjrfbWpvX4fuNtqtf974CdnYdLRsaFaXVYGg+N5Wsto/5Ho1k056PK6l9Bp2MupgB7QttGmJOTY/rk3r5D7erP0/5mp0U71WWw9nGE73+edfXLjw8eTk1M0f7icSCVmSi8VCKLRMY9dUu8VsomjKaNKzLI1upcUcXVtbq1TzbpfPaDayLCPLuIqlIPAsxwg6XqcXVpYTiLfX1yOFQh6dzO6w4FUdgVPNeYwCFYNJ6Ory6g0GmeQVvCZJ0WqfYNtFbnbAPVjAY+PMrTE09r/BhciIRhbUZvooCMmm+yHZxhnbsS8RaT9qTrvJVCNCpuFg0RAetgRwq7cB65pb7kdbf8gWkx0IqMYPkhwgYA+q1VbrkGJgsxpqk3vgjiS8sWU/iw4HgZ0fgW0Od43N21+PLf3c1smXGuR3kiogCSCW415y6LsDxXi9vaVySRQ/AMMvhJlEpGdgxOLtzUeXO5FX27ER1dRiaDXQhCS3U/LBPcSqTF+uVH768TFF6z/6eNxssXR3e1geT+0cpxvs77t+/ROOp7OZjNlsWVlZwlUiaWgy61xu+9yLmXw+f2JkxGw2UhTJ87wgCKVyGT3VhUIhkUzkSzW9UXfxwuXhkb5UMsrrCLvTwvEMTWAPb0DW8+VwaHXBajOt5z0BgdJTlIGRIMkpkKRJuckXDSXs5VS636U6aiNGXF3EPDqzwmtD4z8KV/1UzZEAU7W2sLsvzfSg0X63mo5pL7k9ZJsI+s4A3hYLdvCew2yzWGzW0JOnUPkgPJwrhXwxl+7v6Z7OJaXqscrN8l4DYq1XMFiM//rtrVAsYrXZVpaRCAXdHrMk2ycfzc/PLwMAU+n18+fPETjbtiTJImLSnh7vDzdrLAddHhvLQoqSGBZ0dXlWVkO3bjGpZAoR9ujomMDrlpeX0dy8uPhiYDAwNDSsyJTAYCdeXMlSAblkLJ9KplNpgXPb7VaGoHU0oJpOQx3sEw0r9yaPn12UoneBTeeFu6cX2a7N7d7jLYrXgXoVHqSfWAfv/2iSFG222tKZTKXyASjQTSRiUYc76PT4oqEKAT4IuWT/gE284/OSFIUY+uKlc/lSefLx9Nzcc7PJ9NWXn50Y7hvs9ykiPTMzwzLcmXMngl3eRG+3x+PU8QLqLmLTc2dPAQV0+d0kQfv9XrvdZtAbFKU+9WTSarWePj0+eqKfID7//vs7d3+61d0T7OsN6gWOY7DfbLlcSaZy1XKJZch6tVDMZeNqjSnOwrMChTa2XvPXc2LdJ+CmwNr3GCpDk8SGJWYbSOq4yzyv+qC8/RuvRZ93QhT2wpEcHJ1eZ7U5l5ZWoVg97L68O4jVynpo2evrymVy1ULssLvzYaNVkErNgOR16f/mLz/59OpFSZIEnWCz8ALWc/m/+/WNn335EUXSJjPL8UJv91+QFCvwDEUDPcf/xVfXAYQ8r5AE47RfVLONkN0BS+nGpyzLmExmQQet5tHRob5avWI06g1GTuA5kqAkiYisr05NzRSzaZ/DUCvE1hYhNzyWR01DO2UVjHqWhnVa8z99u4NwFOeH18B7kJf7Q8K+IsA6OLIw2a0EJCuZ4xxktSPSsTWH02X3BsIdht4CeHhsAQmaoq0ms9XKNZPqowmGRmqsxUxYLAYtAxNBkYLAEpDVym8QNDRajaoGWiEghctTqn5nVt5mtdMQQBzejA6hCa9gUqcrBa+LAgVXr6RJj9dJM+OjkiKJFfSLZjizxcGydLFSACwlsXonh0+ymaFf6oCyvwHcttcxmEv3w9DbL/MdPnDbvLs3tr7q8O9XatvS7l5HHbA6veHS2ViPh7t4ib0rvPsFfmKbI8J7A6SymM3WdDJBEMctEffLAUE0sh7sH8karJVy/ljMjQcFcpPkvd0vav+xCPtK37B1Ay5bCVQ3e9jMGIFTJTf70agvCaCihk3SFIk4W5YafrraERSF+RqoySc0UodqkipcNRJALSJXdQeikdbudXs8HrVZGX1RrdZxxiMFgDIolkpIUNBZFR1SqUns3U1qo7JDXu4drmN/Y9TCIawsvA28lKG3XyTclo3kALG3vKl91XLRavVtWx6P18H2ZttPuhMoChwoiVDN17eVXUWLgTvIc7watjB0K9D8bUQ3ws0S2I5uEUc6gsJstRGULp8NHXZHDgfVfErMGt09Q6H5WSAVD7s7RweIDGlAsgAvW2FvZxpAdQmLxjUfG4/0azDQfqEWcNTIWNugEJtqoWrJhRiSbivbjLhNXTtu7AI35S7EvxWNWbHPgZYVmmgU3kA0L7XXyeIFCpI0UVcMWA8H9XpuvWh2k5ye5/RUlaK1fBsvm0Y3hIWX76d9IDf//f7ipQx9FK6R3Pbn23iaD8UnfHsfjlp2rBbI5s/b5khSfeFbZ9kSwHN0Ux/4/YFCtVqpfEAr0O2QZTmZTPafDORs5lyidJRlqXcJHCej/QBcB4cmkD6rZogiId1KX7+RrnF37LcUd0O23+WrHbfDnYJT9j4duVl0Jtomz3YxGtIk1LM0B2kGAg4yFSiXyoWcIkOLjeRZHSnRO054r2e31RYUGsU5cHqPY/AI7sPK3Xad22qHHRBaTW0aUfVMcJfndkcLBtx2fPtzvz+jx0Yh04bXYdME826MzbucRLPYtK6l8efb65W68tS4fC3xOaElBnp1LXa30rA77omhJagBO9yvg0yCfsAwmK06ozEWDxHKh5u4I5/PJxMxr9dXzueleumwu3NE0FqSU8P20XRKafHQbQzXUFDJtr+2Y59v+p67kdROr+82y+VLT6VNipvSYGiXqanRGxvwXjTJcLyO0MziJKDkUqUqo7fEaqD0FM9pOn5zQmucf3MP9vnSQ6ox1tiIT+0vS8dRxz4YGt/Uhk1fXTsAGzfjoOhBawrCFqniWwkUVbYEuE4hVJrFtShVZNjfHQNNgt0vlantq40DoFl2SDU4/PBZAShY0qQalij8HwnVS4MH52y/RZRBEj9ecFLrvaNHH+CBQA8A9hOByqY0Z1vQfnfwsfvPYgHUBRT0arFq/W088qpnimrkUp/DbaWtjgZI0un2VqpiIZ/6wHXH2Nri8ImTdpc/vj7/gQ+FhpokFSqVTCEPZYFhWBaHGGOORj90M1v1lld4Z6UE7mNJbY+3srXLfhgavlwQhyr1IgBFaW3Zki4NwjbPV0DIooR2BpIsK7CYKxRqksth0AssD2taQBoukqUWGFTrSW/W0PdjW4Qy5gsSzU60WJMLVXRC6X1/BFvx0DsDEZU2J6ZTaQAUi8XCspz2XL2Cu/xLjccqQwNZxqdTSzqpnoeIlmCtRiSTyVw+bzSZbFar0WCgqTqWxF6aih27MsBqqaQossFoxAWZ6L1d/NWvEDHTbL1SzmQyDEPh6+U5lRJhK7zu7cYJbH4utZLWSEpA1wsBKBYK5WoVRzsIusYa1gHmvFTTEQIZDZiMZhJSDfpCYhKi6FpdjMdS6OR6PWN3ms1GM8PQe5ndNsgeO5LU1OpYgk6Hpqc9ZxBNlYAATWr5CrpYq82EjgISvnA07GaTkeU1/5Sj9d7pDHqj2ZRMpOT6B2ribkGuS4l41BcYSCYSQDz+eU9fiqW14m9+d9PvwvkzsYZDMYACWr2n5kO8bV7a2UC4H4YmtIRle+0Ct3+/laH342OFmuF1evRGV6tVAJSm2ka2zOPa3KWQsjanoYtXMKAow7qMNA5osLttHrco1ql8UpJELeS34czWplM3M4W+RNDHK+GaPxvmclKW4OpqdGlltfaep7nbqkNrwlPrBqlPEl2tVL/55ttQaP2LG1+MjZ5QnzS1fDFFNyhlaxXu5lC3xpvYcEpu3EntDrQOAoiM66FQ2GQ2OR0OlmfRt+VK5Yfv79/84WYkHuc47srly599+qnHbeA5LIzi6octs6fqkUiqfovaKdEWxAqLi4v5fH5kZMRqsXACD5pGc606k0pJLZdpqsEPCpidnf/DH/7V7bF/eeMLj8fBC9yGwaR5wrdHESRs2cUa6SyxYYyiqrUauguPn0z/7GdfjY+PG/Q8jStxUrDlx9EoctV0MlOvEzbdUEiiuUi0ySFLu+bmAjPNiFJtcWHJaDS63W5OYPF5K5W7Pz3++o9/WluPIgXgzNnxLz79rLsnqBM4WiVy7Tza9NBontwwyyO+X1leCYcjY2MnXC4XzXCNsYStPjXWTlrzlCRJ331383e//6cbNz794sZnpVLp26+/Mxj0n33+mcPOYxlRzU6rAUJ46IStN5rQ3JNOJQ+3G0cEhVzB45e9/q7ISrGTBzSbLv/X//odzxAMaBTYa0xRbb4W+yHofYnh2wr47bLXZmw73X7eJ7SLYGB0Ao8Ed6A0N7Wbz7RtVOMzrb6muCSm6meGfnNmvmdwyOFyJV48i0SSak36DcYAzSZ2Eil2wJb6JKiFukQcg8I1jbzcTQccsumnQ7ZccpAGk4jlErHC3HyudzAR6O43mTEzI0Kr1ySKBkjX5BgsHwGA1GCCZXiW0wFQkmQFSgqaTFmGQY3JMtKNseorShDpfxRAR2D+l9Uv0IwbiyR+fDzf2xMQ9AYTJZEUE1pde/J0pis4cPX6F6FQbHlpPRBYtlpPMiwjVtH9xAdyWKXH5SkRxVOUmusDF1NGRCsBQFmtHkGw6nQmtEmqiXWocDiynkRzvCQTdVFhOYXBJaaRqoiYg5SBvLoS/3//4buvv536/GcnL1Rlmyjh2mmaZq+BItsG6iCB7Txaow3XkY3XDZFooVCfmQ2trdUWl9OB7griKY5kZYVGFIjGEQmzNIuEWSiKUIKAZ2iOQm+DTlIUESoUoAReICgJLx2ga2Fw+ANEN4DCrI4al0UWjR0DqXy+8uP9GbcvcM1qodRC4bF4bvLJgsPZf+HSlUym+OzZ7Kxvwe31shxXK5fxu0dRvJ6EgAYyDYHq0klB9FRgcRogdYE2m50AGnmdDlK0KCENuYbuIMcy6DECilyvYfM5x6LHRKu0hl5gsJaQ7zwKl4jprt5+o4GfXSlZHfCMxFoVAt0HShuj1krebtl23gnQcFqd3mKxpNQ6K68YYq2WiK77g725rKWS/+BCw7dDhjh86fihDKBeZiuv+9TXMvXZxy8GBiFhHQJZspCKH2jvjglaOvSuFktJgUsrIUgyPX096WwuX6oIBnO1qizMz8/MvGBYemxsrL/fuxZKTU/Nlsu14ZG+EycGijjV3NNoNOH2eC+cP40oczUUHuzvsVsM03MhncCaDcLiYrxUKkajEY4Tzp49t7wcuvnD3Uh/3GYw9PV6GZbM5UVFpgYHhybODp08NTI398LhskBSCK1lHz6YyuUyfX3d4xP9lXJmYWEZdY3nkVJHj50c9Xpskeh6Pl9VZCQNMAardXEl+mzqWb5aQb0dHjkhlspPnkytr0ddbtOFcxM+n4Nj8WpQJp3+9rtvn81MSXIND4qC5ABEZXC7fwXiBxoLHywSOQ5qaVRbZqaZHZwDkOwZi8V1evPQCWMcSUyFosViFCVxcX5x8ukcItqTJ0cGh4OJePrx45lMPjk8NHjyxLBclx8/mQxFV51my4UL5ywWfSyeEgTe57MXC9L6ethqM+aypVQqHV6PsQI3cfZ0Lh6+deu+0bzkc5kG+nt5ji0VpXodDJ8YPHeuD0lUNofe43ISFBuJpR49mE0kkz6f99yl8XpNQSJUJp2FQOZY+tT4UFdXVz6Xj8WykiIrCmF3WmOx4uPHz0KrIX+X98yZk2aT9fns3PPnsxzLj42PDg93YfMIi8QOJNhRsiQ/fPzi/v3p02fG6ugPuUriOGPdAQ32gYHR6QVBH11bO+yOHB3AVDzu8vtdXu9auQTkY6DJdLAj3jTmWJLEhfk5T3Cgr79/laZy8ehB9ezYYAcyaGWR1ca+Vq1HIlFBr3f63Kuh+UwmZ7PrlxbXvvnmT9lsUZKkRCJTLI09uDe9shxhWS6ZThCk8nR6dm5uAWlsDx/PFIoll9t6587dX/3lz/jBvtu379qspt6g7//7h3/FxmYaRtbjNREp1LBUxPVGZRk7HyC12mqzI3q8efNmOrc+ODgyPjFuMRuyqcqf/nRrfj4kitVnz+fq0uVaHf7mH3+v1xsCAV8iHpUAZLjx2z/+VMhXaYpFOly2WJh68iwaiaGmY/GMLFOhpbVnMzP1qjj7QpTF+vVrlx0OC61QSB/1d/m/+tmXd36c4XlsRkY/DC5BTrePD1Jxkc7q8XiCwaA+VyrLJGIQSjWTi6LI8bzSrJpAqoyLRgmXa2UYWZZaTclY8QdoI75a1bfT43YLOt2O6mClXAmthc1mS9DueP58Gt2FYJc/Eo58/8Ot0BoacFAo5WUo3b17f/5FCFJSLBpHVxePFp48fSLCKpJICsXiyZPDs3MLdpuV48djscLtmz8NDAanns5GY3GO5UrVSrFcdZiFcqVGMdV6XUQXxdKMXmdAQ3Dv3t18fmVoZPjCxfNmo6lcrty5c2/q6VKtXn8+twgZdOHKH//1T0jSczkdtWoZQpFheSRUoTuFRJlKtWo035iemnn0cEpR5NBaSFbqBr397t17hUIe3fT1SIRmrg31dgsQqtXuZLPZkMrlfrp73+12SpKMhorEq9raT8v989DyHrfg8fqqlWr9tVWJ4wgIlLXVlZ6+fqPFWUhHOy5jxxTkm7upopc9trbMC0xv/8AqVLLJ5KEvWh0pbGXoxgJyayGUIJKZfCKTR6qw1Wl9Ml1ZDSUdbv3k5FNBMP3H/+EvKuVaLo/04BKaM3/9b3/h9bnXkW6VKyI6+ejjixcunbv5/YNwLARoUQQ0wepkkpQgJxOMiG4DC8+eP3PmzNgP3z+iONrf5fqofm785Ehfn09vQLRIBru9P/uLL7777odbNx/fvjV9cnz0k+vno6HM87mFsxfO+n3uW7dvraynCYri9Lq/+Kuv+gd6vvn6j4VyKZEuZvOSyWxhGB7N/suryaIo/vzf/NLvsq+uhnO51MzySvdg//joyPTTyZW10OnySbOVI2nebLVeu37RtxibXwhzHLfr8wehoihlRFPVah0JF9jVGccSAGzkJSBS/Js7As2YrK1/A0BBsuWIzlCUlrlAWxWntFy1EKpN0a3boflnVqtEeD0t6Cxul3vhhT4aLg72SYj8eM707//DFZZjkul4MpkqFgu/+OXnI8Pdq6uhfKk+Pfds4typS+fHHj+ZXV1ZcWWySHxBohCgaAUSIlQkNJWS5NipiY8/mZiamkcqeGB84OyFUwODwwMDPpOB42jK7zF89cXFH27++eH9hTt/fjY2dvKTaycKBeXJk9DIif6uQM/TqenZF0tWq11nNH/80emhocGZ6WeZXCmdLS4srprMRnRtVameL+bXwusTZycuXzkViURqtcrD+88Ikvv5L36RSqXm5mZi0WRvIMDjcpIKAGKw29fd40+ncg8evEhl8h6nm8AmjQbIhi/7IYPV6y02a3Q1okgdTXETiqlU0epwe72lXLzl7tvBcYIaYnEAbKrI4vL8XHd/b0//EEUx6Vjkzds8NnhJtBWaCiPh6MLCUiye5gzc8vIKAWm/35RJl7zugN1uCQS60J36+psHdpvN3+Xxel1ul+vpk2c+t78v6Pc59YN9XYVsTEEqJg7dUQChKZdoclVsZmPQ73E7LH6Ps1orU1BqhLA1vKoR0ykD/UG//9/Gk9Fn08tPnz7TGQTEKrFY5Mc7ssmkj8YiDEPyPFKtbd0Bt89tPzk6vLyYWHyxTKN+ur2FQqUOxVq5btYZ/G5XwGP1u92PHj5Jx5K5VHRt5TlSRu1WS7WKDaua4s5gWkYcKZN7ukXKipzNZmPRWKF6YPE/0ShbqZRFqabacvFIqKGFODQjii41HJOVZDyZeP58OZMRT4wEksmE0aT3uQ1IFvF77M+mVjx2R0+Xs8frdFvNU2gQSDjYi+QcNLzDyyvL1VqlMfaQVKCisjNptdm6urqcLrPdZknEkhCQNEkxFM3QLERKK4VEDDoY7PrbX/9VOlN9+mz+7v3HvFHR8da1cCRfzJqeL6QzaafLqmM5O7qhQWcw4Mmmk48ePl9ZiVbrsKfPVqtJZLaSL9YYjvP6XRaHweYYSmdyf/ruaTQSKVXTSF+vVSuFYn9drPM6gVIFF45jJyZOPHgw8+ef7hO0MNTrAvDIpZF3eLwSAKVSsaMmbkcqEQsODlrtjgzOhNrBscPB2a6gLK8trYg14O/ulQkyHwsfSLPHAC+Z8pCmmEplkCKIpks0rxv0hvW19XQyJ0sAzaIA1xQVKYqWZRk0Ym+gLIloI8dy2BWIxC5LNE3RaNrHoXEAx6sBLRkFZGi88Ko6hWPlEWAPfE3nxPvRBLm4uJhOZ8dPjZ8YHe7vG6+LUqlQYRnG5XKPjp12ux2yIjld+kg4l80UBI426IT+nu5nT1ZnE895gbfb7NWyiPVXSGn++zRF1at1qV63Wiz+gL272y1JhM1i9nh8gk5Pof0YpNpqUVmN/DQ7jUrT330fUYOvBLziTcDNFnXtH3Jtbb1QLBgMdllSdDp9Pl9cD4drtZrAG2Slji5PRsRerVGN6HV8X5BWx1CEgNRgEkketHZdWpvYVRLro5qvPsWxNKlmCNHW3TVDMtC8swm4urKWTMUGBvoHBnt8wd58qVavZxW5YjKZxk+NetxudOvMFqGQLyoK0AkczzEej8tsji4tr/KcgD5H4xk15BNnPURnRDcdPVc4vgKSwWBwbLyPYTjUyPBQt96A1HYeadDoiUGPR29vtyDY/s//4+8zhWKlUpNk0JoR4EEP/msADarFas+ks/VKJ8nlDiiXS6VKyevz5TJZ8GFUy/6ggL2AWfag4guBLMfCITQZDY+OLUpSJp089Bf8KGBXhkaTNJq7M6l0Mp27/unFKx9f0un1K8vx3/zmt7lcxWw2RmOh5aVgJpOJRaM0x6XThYX5SDxWXFxaQgwbT6enZ1cpznj/8VypAtxem6SEQ+vJulgJra4aDQMKjqFD7ElpUTmInDCDSGwlL+KpWyEQV2Sz+R9u3o8nS0Mj/eVyORJdDXT1WMzmFy8Um5Xu7nbOv3gB6jqWFHm6hkgGSQQOu81q0S0vL164+JHdbo3H8gxtMjqU1bXE8vJaLl18NvMcTaxITzPoDMHgYCIalqU6QSnq3I+YnKYJWtPhCRLbgxvpMjZym2lx+S16oA4wnkQzeLcXncQhkFDJpVPrkdTpMyeuf3bB7vCHI9Hf/+73iWTeZnenktmllexqqLS0tM7zfCSRnl0ISZCenHwq1rH+PTM7R9Dy5NNZxLkWi71YrMfi8dVQ6MVMNJOsiH0VbHXHNmNODcSCDKsoMpKESrUaEsgYgmardXDn7vPFUPHEyQKSxFZXZwNBv8djs9pZg5H1+VyxaEJRaizLIP2bonGYnM/jtdtW79/76dy5c06HMx7PUARwODiglEMrUZfTPDf3olioCryEBASP04XOnEjgmkgUJUFQxe8+To8ILWZ9T0/g/oPe+/dXSQpXziEaYXuHb99GMDjtHEEVE+mXpUj8UKEo6VDIND7u6ulOrKxC8OFmWzuWQCqVfKBugFCRwwtzcrHQPXaaXl5KhldeJd/R8cQeDI3XWktoHq3kR0dPWk1GpBx1+Vw9QV+9XhwY6n38+PHv/ukf0V7DQ0MTp4cePqx+++03aLbv7Q9c+ugcUtyePn187+4tIFOffnZtaLAnlcjeuX1bEOh8LkNT/UiV4liCoXGRFIYh0HazyQBBbXr6UbDbbDL28TQ7Mji8urx+986t27f+LNbrfp9veLDX5bDmMtH7P917/OCRTid4rpl4juQ4rI4j9dFo0HUHfaurSwN9PkQwAo+0f3mgP1Cp5G99/y2SAdwe96WLl/Q6+Ojhk7nn00aDcPGjcwREz5mEC75AiLRqRZY5huSRHofGoGHJ2U2aO+CpWeUeLUeuFjDOQkJOp9OSWOrt7TEb0cVSAZ/L7bKnU7GJidOpZPSffvcvLEuNjAycHBuWxPzdHx/e/+mx2+M6f37CZhUeP34y+XgSvUqXLl7sDQSgBH/44fuVxXlFYjBoGl0pSwOKhCxD6wWdQW/mGPbRw4cD/V6DfhApvj6/qzvo//Gnuz/++GckVpkt5oG+YE9vb6mYnZ6ae/JoimXYL25cZhhK4FgSZwCDJhPncZu9bksw4DIaGL1AIZHIajYODQ7c/XFqZuah3WY7d+5Cb0/33bt3//kPv5dlZWCgj+VGNf0eDQHHMUZcFB4p2d4bn18r5ESziec5LLZTWqwVqdleDjPIym534sxIlfxh9eHoo1qppqJxt8dTSGaqxexhd6eDA8bb8NCMx2MKzfgDXTStxEKhfSckP55oRKBud4hVkzATDofzyxufO10WvU6HNBiH3XrjxueiWHe53b293QuLiyaTaWBgwG43uN2+/r7ler02MBhAs+pg/0hPb1c8FnE4vKOjI2aL0enomp3tQyczm80ut8NoFLq8Xo/XZTBw58+fQbKYxaq3G/2Iv71eF8uyHI/0M8+v/vovhwYHo7ECmopHRob6+r0cC62Wn/X1rFYqlUCwq6/PXavJIyPDfp8Tzd48y58/d7a7p9vj9ep0xMTEyUq57vVZ/X7//PySJNX6+/vcblf/QKA70J1I5N1u2+BQj81uoggJXXKxWEgm8tlsdnh4SCfQmXRaEKDb4UTqaXNwVJVzI0PpWwDZ/N1I40E6Xa4vv/jMYjOYjAYW8SfD3Pji81Kx6nJ7e3qC8y9CDEsMDnaha/R5Pd2BwXKl2t8XDASdkix1dwfX17JWqwFdkctt83m7LGZTJptxO/28wNvsunpdNhlNNjs/MXGqt6ff47X8/OemeDwdCAR0Oj2ibbfL8fOff9XT2xdaiyPi7B/oC3TbTEZ0Q2293WuZVMbtdp4Y7ZFEODww6nTr9TqBZYjTp8e9SDt2uU1m5tSpsb6+IdQyOqnX1b8WXkB9HRgYRJSLHoHFxUV0RUMjQx6fgyUldHkUwVy8cH6gv9/fY9MJ/PVPrwW7hm12xmq3IM5maOYo6NA0wxiN5tXFlY4tbm8k19acDqfF6aqW8h/4bHvMgF4BpLZVD36FB6YiayQJB4aHICTj62vEB2x9eck6tM1msdstZCMtHdRxYKjfq1GI29FzYsiPPZBxckho7rL1ddlwJmfMKZRFr7g+PkuAsxQNSApNqYxZoPuDH6km4iquvEZSQd+QmvkDGvV6zXrstlsIItBUTJFWp7hdBpfjtKKIaq5uWs1iJge6HIGuQEO1JasEZLp89tZE6fWYvF6j1kmTQdAYz2wUervd6vda44LHbdH2xw3j9VEd6ny5lJx8PLcejkgytq6kUnFFGrSZLTjmitGSY7RSdOHMH2+zDpbqI6Za1x02m8vevFM4LQvR2+3XXMk8LtPwUHfrGL3Aez32VvJ6ktC5HKfARZlSlU/0t14grl0dIwgWDWPTVq/tKuu7TEQXGhPosBtOnepWU5nhJWyCrLlchMPZd0Hqx+lgGKzFAiA6HcLVq8NqCnUtwTD0+7RQMdys06lzOvu0XumQrISfNBEYwMVL3RcJf2tN2mrpHhvt0q6XpDiK5AkAo4nIw/t35pdWiiIhS5IC0H9Q0NE/++rGx6d7DQYDvhk46mDvNK5vFzavr1qtVoqdjBwvBYyGQ65AT85kqxXSh92ZDg4MOMe29La4MxleF2uV3sExluEioeUPNqr+VZ1jN4nALEs3lwRxsnKc2Q1SahJpgHbE8cG4wJqomW0pnIhDowRd04qraKkt29LfKVs1ErVwAsMKbW792qQskbBJMGoi1k1J31pe2HDz9o3DCbqViAoSWs1UNOW7PZbPv/ikXq+pWeew5dyo5/R6fVtOMQhIbSX0nXADbKW8k1RKprcrbAy1LdXexuGY5SnMx9p3JEW1sqFRm9N/cuodbLsXaAd8txUtdRdFMTxO9wrVqlMS3cgqzGhV3rak7dwG1JCo7qAKCvioxv5IzKIpupH2kNRqxZI2h/3atStnzkxgZzaIk9VBQkaCgd/vNxpxcu+WofsdFRzbBkans9ttqXhKOZbJog4ahVze7Kr7AoHl50iN/nD1oeOHt1pUKJ/OrBJzgb5+yAzElhcU6UN8116RocnNIah4zVRlWcQfsKHzqSyLGbpBk2TT5xk0fay0vMxkq7wg2bzP1A7LunTT5rsxF2sfWlzecuDaiYmbiSHJLduJ5kGNfzQiVASe4d1WlZbQdTVFCrK9BRz7vJ8aMgcMEjQybe/wXdugbRFvFJyjX63NvuWq2z3dQPND+3aiKfoQrW9JzNlyo067NmBQTf+60a/d3teGLNXMi09qjREtUifbDicJwWQaNFrVB0YzBqBHqIYeG0WSaZbdGJJ3fxeacLrdAi8Uc9lOdoX9AKlayUhkZGzcaHeU0p3kjscE27WfA0cunVRIYvDkST0FVpdXxHr9LZ/wyIHRlNgN3yRtTiRbs6mW87h1I7Zkoia1khUq07eyVTNtOyKq1qZUNKM3ZWfNBQpuxBQRcNMEvQM2dmhn4j0fj+ay8V77bLSjNaVpZlLz0lQ3wmZN7FazGmW0CrMfIEhViwVA1XEbFVhVjmym625sIVsySqv/O4Ni1NImGxTeGuGWHgPaPrTLOmTbV42Sl2TDwkFupN4k2xvZw5+ulUB7l/42bpZCtBLmkyJBt++B/0Ba/PYsJa0SGruc+uBB0bTZ7C3kpboWX97BPlDNZYvZTCDQNV8qKvXOuB0HMJBiIPe2z1JMJReePOkdHgkMcqHFBbm2Ed5F0jQ87slwDjAFxFuNT+04mLwSdhuuvYcRtn3Y+1bu53a8yS070rfbaDbzPLu2tqrVSO1gf4ChpaVT586bbfZsrNpxrzsWwGml3sFpirns0txs7/Bw9+BwaPGFXMUkbfcHvf6uxRfz9WPt3HDkkjR10MFRBg6ycrmLpUI134kdejVI9Up4fd3r8xfTSZyEoIP3HDhzwru6j+V8bvbZs7HTZ8YmJl7MzNSKxWD/wKVLlyVAzz/687vpw6Hg/WToAzFpvt4KYuPUh+lF/E7xzi4Twh0+H71BZjheZ7BFwssE7HDMKyOTTFhsdocvEA8tHnZfOnhT0IxaMfZdvQdKpTw3OTk8eqq378Tq0nK+JiqM4Ar2L87NgvKxVaPV9WMIjtxE2AFG57a8HPAtr69sgcXuVBRYKXTSfL4OkBqdz6YdDnc2mRSrhcPuTgdvBEmSlHe7DCxWyy+eTw0MDoyM9hegIotVt8tuMurzx5qh34VLXgevjs5tOYpwOB2ZbEESP9DozDcFhOlkwmp3eLq61laqRCdW7QiAZYkTI/3B7qCg02GdmFADQHCpvRb7Yl9RNWaj5SmsugdT2KNYUVNHNMMqILkpwHVfwrPmqtwEdlWmIbHhjNL0k4WQlBUoQUow6D1efwFQbo8fAMbB/W21mKblEk2DLaZNoGy3le4jRPOli+v7tu3tXX5PFKUHDx4tLMf22EezcuPQZIaQaULG2SfUkCgtGFYt76SmBmn2aXNBxgNXXcD+WOlAqGufnd90Lqg9g+ixpAAaLPlAORRgP24A0W+CAjgneCMiSXXtbnZlh16/zF9pt04ePRtyA3t1bMvFNmK7yQNNkL4bbB4fw7CVQuhDTnL0hpBrlXQsGejuzmaSpUzqsLvTAWE1M199dfaXn4277FaeptRcwIw297QS65Jbpx4aVxSFjbgPhm6slm5b+4MHFTEtEmyuJMVSxUjRKEOWoHWQZmsKIZH8xEmP3866uYKOrKuiRftxdFuXcGegFgZMbHA5ruTUuMa2La3r2XxF8FWcQ+EODK2JLFqMK6iUqf/lf41EIplKfVeJn2nk7IC0AhmFUPNOqT9KI4y4Scwb8cCbz3nAHL0/znin1LLlXIg30aNJUwBSiEjb0628MShcSESNGFfjuFRpVFb/akWbkdRW3boV67xFcjqOvrLbH3ksx0iQkOA7cP8mKY/HWyoWK8WOefaNkIqH7U6bw+2rFPKgo0YfNliOs1msHrfH5WgyNMNqCZoossXQWyY6XKewSQptNLYlGvfgJiJET4ZCjSJpiSRrEpoW5SpWY1APZI4hrBaTw8SbaRmn7SfbCaI9ZUJr+iCJTQmw4K66zxtjV4bGkoJSyAGzyYjTHO++ls80OowDo9UfrMOR2g8JiVa6j7Y6jG+VHffZ+B6Fmw8am6UBfGL15lLb8nK9Oai2H7KR8EXTneEmSWlbSHDz6BZaAcrb9tp7yxHBzjHxO36nhq3jGPG3LpGYLGae5+OxaKeQ4htDWQst9Q2f4o3Wai552J354AEBYmJcJFhTmXEm57b5RuO0Bg9sQDWmapkSYEv53PbmHhhD04TM0lBgCIse685VWazJOCUh6oVYr9RrAjBQSGHGxEe18y/cokOrc7ZmCW13R1WpTtvSnkNpu8b8ilmSdttXS6mIZKGXpnJgtL3LilSRJQYwsE6wLE7NCLTEGaSaQbmRj3Gj8U2d2LuPFL3391uxj8t/i1Urdjxb2yecMw3yJEXXFUoigEwdpOomQVIhGZmgJUghoRFNZCwlEEhZR58ZjYAp0FplaFTBaiVmkds6S7YlCdntGdlpDBtrSYeif7/8xsOGwadtKQQQQOEA0Ixyb1ONxrlInbVaLZvpBFkdAGrlSimf7e7pm8sXOl7xhw00xVNqWXjYTFWkUTTYbqLbWOVspCbUtrbmjS3v4MEZ8wBkSdEkALGeNxJirSbqAFlXoAJoE0XrAckCXCuXaqQubpv3tmpYYPMFtV9F889WXSRy+/z5ile0dV/YlAbUTNiqEfvlDJ3Jlr/77v7qfESv4xksR2EhilRJGf/D0HvPnS/79hUkDrifdWhINHX7d4BtNwOv0OMCi8lU7tnsWq12kGSWK4LnL8I6XrCYeBoJtUgQYFiNmJgmQ8OWaWPjDSG3PWSbOtx6IDfZwY8aQb8MsJ2h25CIJdfXkpX627VyczxnNBhiiSQhd+jkAACBkklG+21Wp9+Xiqx1ygC/Z9h5Ct7Bvtd+QHMfom3i2jcoiuV4vYGkWUGs12v1uqkmiRKUIc3xlFlHs0i7IdhGSuk9SHSHnm9X/d8qyI0fTZXec2/M0Ll85T/95+95NATUhtWWbPoGQPIlMsPeJ3il6b6Z8nHP073T8dzUe1I9O00RLElUJZCpigebVCocyf39//Xb35kZjiHVyyRhuySo9gVSjZsCNua0jfFoekk0xkir9dfa1m4H3/G2kLt/dRSwY8dATY5maiXx7TK0wWymaLrY8Ww6OJQKuWw62eX3lrKZWqWztP9+oUXGW1Y/95ibm+mEN9Z8X2UiJ3FpQ14Q9DpSkXlREilFqouYoRVCMQqMjqXUyocvbXO7GLHnhAfhgbo9tatLzVX8PQ9gtHXVak2q7rlfB+8ASLFIZMqJTj3Dowe3x58vSLLcceE+OEBiLbRisZpcHlc4VAbHPcHykQW52QOGghTWDACkKEYV9RuWq4Z9G2zhFEUN9kFbOXWpGmLbrRb7A0SszUCtVBKphlo01q21BiHUEaSI6/oAaVdNDkd8abZmhqYApdaRoGlclxqSso6gmuFIWmUJTit6BKGCewtlgmTUQgosQdTVnvAkCbZRcqNo4YYhh2zaafFVgEb7G6II2QquUUE1/sQOMVCNDdsdsHVIqzVqb7vx+5lTrIMO3iF0VhvNstn0GgQdFjlQyHI0EvF5/Wm9oeMh/74Ccy32LQMQVqpIuVU4juc5pPESjQU5bT1ui4FOLc4EEZkCCde0paht9YXVDxTZiOlSWb8hJTQ08O3asFraRy3np56ZKdeQ8lljaSAIgKFpXFK+UYuvaWBsHEVsbgoLHYoCtLgoXISY2HTirde/o2fuvkbu5cd0GLqDDl4Cj9dTq9fL5fxhd+QYIpdMOewuh8vTYej3FtgAXSnXnjyZejz5LJXGFcwuXz4bDPgEnqWx65a6WEeCphWabHhjAbFerVbKZZ2e4wSBZtQ68VrCk2aktarggmZEUdPg3Pi1TfUklYbuCygFgngk9sdbj1dDqwadcOb00NjYqM1m48lmPWO6lblZC81o6bVYIRbF+vJyCH3v8XqNRiOt9Rwp2RtiQXvBwNdceYXbZYxtYODR9AvqoIOjAc5gMNtcoZVlKNUOuy/HEIqiJGPRnsHhdCZTyR3b3I3HFxQikFpNejQ5+83XN+uygqjx1o8/KST4TLjicjp4jlRzLyG1lKWQCktRJK5HLCOlVALiajgxO7s4OtobDAZ5mlXr2bcCmpBmjmkd6dfYdq4QFM53hprXfKQwYUOgkBQ2nkO8G0sxahYPKBEkm88Uvvn6x3tTs0aDLh5dx+8vYE6fGgVGHns/N/RipCsjbZtkGFb1WyehLGH7PlLBIVMu44VfL6GGNUFVk1Yt5kBWSIZTyZpS06PI2JwOoJo2idxqrn/jNeyODt1BB7uDJK12hyhKxVxHgX5bKBTytUolEAgslUudmlfvHZCOF14P37l9p7+v/8KlsyaL7f6D+/FYuFKu5GhWEHQmk04BoFjIG40CeqFSiXilUtIbdAaj8Hxu+enUrM4omCxOUcpnMlmapux2u9ViUq1W5XIJi8VWi6VSqYpizW63mMxmRIJoz1y+wHOMy2ljeQFp8IVCmQA1l8uuN3BIDEil0+Fo7PPrn5w5O1HIJ//4L99UShVZVvLZSjabBUBB+rTVaqvXa+VSuVatsTTL6yiz2STomGKpIkmyze5gWJbhhFK5nklnarWqxWxxOJ2IgVORaD6b0wk6r8+r07E0JmbQTF6q+WcfmHNZh6E76GBXMCxntNoSiZRSLR12X44tFFkOra+NjZ00miy5TPIIBxN0sAMUBSQTKVkEo6MnvF67Xm+6euVSPl8wGnVPnjyt1eSPr17K5rK3b90fHz+RQx/uTCYSMZfLefr06JPJxQcPnjACAynh6dOnc3OzqLWRkZEbNz5bWFh8Nj2TyRZlSery+6uVQjaXOXt24urVq4VC8fvvflhZCws8c/WTj3r6+qaezkw9fU6D+q/+5penJgYNBoOsSEgfTyXDmbTb7bL9za/+xmQ0KJL4452Hd+/eq9Zrg4ODX375ZSgUuXPnJyRMOGx2o5m6fv0Tf5fr3r0n5UoVAmix2yYmJh4+nPzxx5/y+fzgwPCNGzdy+fzNmzfDoZDZaEL9PHf2lN1mYihAMBTUcqGQJN1h6A46eAfQmQwMwxXSKx3aeKuo5DJI53EHu8rlolTvhJW8T5BluVhCOrFgNhk5hmKIusPCueyOcoXK5wrFSk1RJEWRY9G8w5FeWJj1ezxnTp0KhUI8yw4P9iIN9MyZ82uh+NJi+JNPPqnXlLv3HvQFgovL0fVI+fMro3MLa48ez3z+2ZmuYCBfkCKx1Iu5pZrI/vyrn6+urs29iHCsY+55iKH016+fCwS8LKMnIOd2+YZ6e3739c0nTxfHToycO3vCZNQvzC/dfvhs4vxVGsIHDx76X4QTsdh6NHXu/Lkuj3VqaioSKzIG48xCyOXwVKsAkvLycmJ2JtbT2+f1WJOJ4srKGjqQYclf/tWvpqam708+9gZcnIEWOJqDJI2d1zVn9eZ0scWzu7FZS4kCFUiAl60ydxi6gw52hdfnq1bKSq2jQL91rK2EBsdOmx3udGT1sPvSwasBAsCyOJU3XpelEGcrJGAB9gYjIc4jDRSAPaMpGn9eXF4jSGbs5ER3j2NpKZzLFxgGVkqF4aGhy5fPyRKVSqZSmaQk1fsH+s5fPM/qzCKgL1y8KCvE3buPEsnUygp6QphEMl0sl8ORsMfjMZr1fX3958+dNFvNLIMTVptM+q9+diM4ODw5Oflsenpubvr69evRSDidyeSyGZ7lqrXKSmgFyHJvf8+nn101ClSxVEZfkizBcZzf743FsohAV1aWeYE5ffpkf39XpQJXV9ZT6azdbkHdrovYezSTyXT53Tq+waSvHuj9EnQYuoMOdgarN+j0xuTyaifI6h1AFpV0KuFyu7PpJKhXDrs7HewXiJhNJpMoipVqRYFmGSj5fHFxMW40W2s1CQAKbQEQE7Sg0310+crDB0tT03PTz2avXp9Ayi5iM0Uq0wxhMVh1PKEwrN1mVkANkEAvoFeQN5j0ZqtJp9eLIiAJKMlKpVYlIZPK5iFJ9fUPWOzmYrVgtOh4gaUotA2gn3Qim8uXB3p9Q4OBa9c++u3vvg2FE/l8lQAgn8uingS6gz6/L5GIE7TMCZTVbvJ4/VNTz+LZlMCzdoc1lcoRJBDlOkErqGVO4DheiMXSFM1U63IqneF1gtNts1htiNFbDmKtOOqDQoehO+hgZ7gDA3WRLBdyh92RDwMQ5hIJp9MZ6A2G5l50lhXeFzAMY7ZYsvl8JJ50eFw6ne7Z3NztW/c+/vh8TRZrdUqsk8WiKMnVWr1qMApXr549Od53+/atSDjmcvWIIlK8DTQlVCt1SeLEOkgmcw6niSY5JCTjrCkETUCKQao5AQio8DR02cxOp/ejTyagAsulMsUImWRSx+gJSoAkj3OAQCa0nph++vzshVM9Pb0ul8fusBXyRZbh3XbLZ1cv22y2WDxus9rkailXrtKUJOiAx2N5+KgSixYvIl3caGYovJpsMhjK+RqSPUpFZWXlaSgUAVAcGT710eWLpWKhVi+5XE4ko9AM9ZaqOXUYuoMOdoBer7darNFIWKp3gqzeEaR6PZ1KdQWDKZO9UuxEXr0foCgqGAicP3fu/r37S0tLJEHPzDz3+XxutzObzTx4NPf1H79PJGKxSFysjjy8/1AUKYvFInCC02E3GYTpeGTdKnA8PTU1Xa3nKpVqNLo2fvJasRwlSQUCSa0JJOE8IzimikRKq9/vXwtFJh+Bcrls0Bl6+waALJKEBKFCAAVCSFO0w2nLZDP/z3/5R/Q4yRKYe7Fw6eJFk8F096fY5OSkUa8PR6Mff/KxIktamSugKB63y2Y1r4WTXpdDj5OIAqRD9/f1ra1H79z5cWraVK4Uenv7vF7X0soiw5KJeMxmM/d1+yAEsqwKEVpW8PZEJC/Jif1yQbTD0B10sAOsVjuAVD7fSaPxTpGMRm0ul88XWK2W5E6RkvcD0GQyfHLliiKD2RfzmXS1Jzj8ydWJYMAv8Fw2K4fDYZPRefGcr6+7z+v23n8wtbay5vP7xkaHed60traqADg62kezyvOZZQilKx9fPDnaz/I6bBcXSL/PLkoDVotJJxiHh4a7g8FAV8896uHSynOLxTo0PuT1uoFU87mtLEOwDMkwuHqmz+v58ssv/njr0XIoirj2/PmJixdPW4x6k4F/9OhRpZDvH+gLBLpYmirXqga9iaFpu01/5tSo1eoe7O+xmfX9PQFAiN1Bz/kLE48ePouE0yNjvWMnR7t7A/fuPlpZXrZZrWOjo+g3x7CIsLXg6FcCtY8V6w5Dd9DBVjAcb3S5pGxMKXWqF79TQFmOLiycGBtLZpyFVPiwu9PBfoBdwJxu/td/+3ldvgpkhWUxZSH2sZoDfb1ubSdcq09dnr380Qlti6oWE6eG/73GUtcujCqijPRfnBCcIUdGBrTtXq//4tmT2iGD/Y3WTo13SfIvcC1rnMmTHB4JqOzYzPNFAqOBOXdu6MzEoCiJSKVGIHAuEjrgt3751Xm8eq726NSol4DNvNwEcf3aheuNFoiPLo9pm31u242PT2srzWoGctflk/2AbFSBbBuGNnW4mVl0aznOjdSnoFEHk3xJyZ8OQ3fQwVboDCb0SseSHXo+BBSLxVwu63Q5Cpk0ATpLDO8FGmk6OJYjaIAIsRVxxNBM62utcjAmSzXPCT6ukbu7sQut49SkYCRBNX2idw9GYhlOywPacM7a1J1mhQqG5im8Mq1mISMpnBOMAjhXGdmWZ3unU2zZ1qz6SEJaY196+1Gv7h7WycvdQQevA7vbVa3WiqWOj9ghAM3d8Vg8ODhqdLlK8bXD7k4H+0FbzSaabm1tFS7Wkng2922WaG5RGoTNeoxqvm4I92UA1gryAtC2X5s+2tRiyYa40ApThtRG+ctW599pgej2E78UHYbuoIMtIN0u9+LSYifI6rCQz+XN+fTAQHC6kO1kc3vPsO9CDxpjkkjJVmSCZFU3q3pT1dY0bHKPBiFQC2FSuA4V0bb7y/rDEGpq7/b4KHRmtdIV3Msfu9VMq8F3Qusdhu6gg03w9vSJoljrlFo6TMBEPGp3OdweXyy01BGV3lfsYfiFENunSQpIYq0G6mKZoihBR9G0uroLG5Uxms3s0I6mhSuyLIkSy7IUTe/HzgwVQpQUxO4Mw9AMg4+WJZqmWZbBpvCG4t3UqiE8yNDm10KHoTvoYAOcjg/2dMdjsWq1k3vyMFEvFCPrax5Pdy6VrHaWG44fVFMzAHIkEv7xxxdLq4sURZw+MzJ+8oTVasF8y6gFphtECaltTIk1cFmJhCPhcHhwcNBsNjEMZvddXKobhR6rFfHRo8lMJjM6OhoIBmLR6KOnj4I9wYGhAQMvINamKZaE+1kgfkfoMHQHHWzAYrPznDmbnoeydNh9+dCRXAs7nV2eYPfK8w5DHxvA9nXfXLby299+vbAcs9kd6Ux2de22pFDnzp2ymKwqRco0hdRoloCMWsWZRiI0BBLE7tt4rRr9X67WSpWaJOMalARJ4/qVUKIoGuI/WQXIECo0AynAqScE5bLy3Q+P/nTn+a/+OvG3v/7rZ6uh//yb29c+ueb3eHUWAdu5aRlbvRtFpJsr6Tto0nBfJL6HBg4JXPmyEw/dQQf7BMNxXr8/nU6Xi8XD7ksHWHVKxqNdwR7e6vr/23vv9ziONE0wI9KWr0IVquAJkLAESIJOFClRpMRWG3VPd1/Pzk7PPM/ezv1w/9Xdc8/9sHd7dzN3s3vT20bqlhedSIKgA0AQhHdVQHmXLjYiMrMqy8AKbFFSvoLAQmZkZmRkVrzf98VnyinHr/77BVI0Qktn0hvx+PkLF9944418Mf/xx58Ui0W8p1hSVrcThXzOH5BaWqKAUQq5XKEgA8Bibg6E/C63qGlqoVj0+oI9xwSPN1gsq8nVuCyX/EFvIBBESN9OJpPppNsthVv8XheNkoYkv4quo7X1+Kef3jwzPp7PF8tlRdFUDenkPx3h/YxZf3r3heb98PMObSwPduDEQztwsH/4fH5RlDaWNnXZ8U56LZBObHR0dh7v63v+NKs6yd2+T6BWbpb6eSW2UvHtjfaO6E8+uOZycZJbfHh/6ssv7qyuxFvC/uvXL/MC+vTjyVwuK7lEWS68ffXN8fHRjdWNmefPVUVNppKXr1xZWl6+/eXDfCHb09v1/o9vJLeTn3321erqqsctvfPO5UvnzoRaAixHqZgUldIfTi5+fW/a7dPLqowZWlZVHalIBxpWbRkdGEWpgL23dfgrmcEdhnbgwEQ42lZWYCYdr88z8NcElt/hvp1TUH11u30dtKu37e57/8pQyuWVhfmRU6OJWHd8+SWjq992jxwcGQAA4Wj07Llzn31299Gjya6e3rNnz4+fPb6xsfXFzYeRWOzC5Yt379yffjHv83vnl9cGB4+NjJ6Yff5yLb55LNvz6NlcPo+FNrC0uhWdW3s2NdPX39PZ2ba6tryysvJw4iHPi//w2/9x6tnTZ0/n+/u6PT6XBDhNV3meGxrqi6+v3fzy66GTA6qsa6pi889+jd5/xmFoBw4MuALBYCi8lcyUCkdWWKnig9rUGbWuKQn1OKjj6F+FoStbvhXy3t5KpJOpaFtbZmujnHcc7L9H0JHAC9euX+vpGbj99YMHDyc3NxMMeEuUmJnpOYR6JIkrFEqKXNaRHgwGh0cGR0cHIBCezz6LxxPrGxsdHZ1Yh+Z4IbEVd7ldY2PDXd1dQ0PHV1Y2c9k8hOrKynIqncb69HZyq62tVRIFRKB3dXae6Ot6NDn57OlMKpXWdJ1uB/UMvc/02q8SDkM7cMAACGOxdpbjk1tpRlXt2fmsFhbXVjfsyL6Nu/bF0FazA/H04Rh6F67dD0PvztlHy+hIVeZmZ4dPX4jG2pZf5ioROA6ODt/OkOoM2treisdTHZ2Rv+v74Nq7b/zpj18uL6+1tATKRTW1nWEhElhPtDUkiZzPK/h9gs/LdnV0Pp+ZevZkWlblaKx1a2tLZ3RZKfMQSm7d6wWc15fZzkLEFLOlpZUXqqZ2drW53QJkSaZNyOHfqt8jnT0/tLW1/ODeYrqQ1tT6FGLWF2snM7duNXjlQ+cwtAMHwOMNdXR25nL5YjFT9REB1QQGJneiGoaG1he0wqmVPL12lq0K4ruYrwFojCcxDz8g0e1N8Ajt6mFabVbtAP0IkX2npXVYfzINB5qfEWPlND4kYefTqWRiva2rK55Ml5IJhnHCo48UNDMXpBnATGqqBARXcDglsukDB5iaScowpEnx1fmP/vzJ2QtvjowOt7bEgv5gsZzjWR6T9LmzZ8fPjm1sLmOZLJ1OJTYFnmV5jguH2XCL97NP7nR3x2KRUCa9LfLA53Ult7ZyGS0Rzy8tLq2uxUuq1tt/7Ec3rqcyyVwmHW6NCqIEgIo0svgN2VJXR/Ddd96YfrqaSDN4m5GtBBE5WaVO41b/jW+TvlNs9161q3bbD22/d4TD0A5+uIA05AHiGSHS6vX6lldWyDKVINizJdSAtK5+o1gj7b3tS9hUaa60wRy8E30CsOMXFR0wOnOXUx3ohBVC1StZjlG9fqw3NG5yfh3ZtfamOnpl306diW9uRKKx9vaOhWJRL+W+TUeB7yOoeReYP03Tg4CqrHpU1+RYPtwSVuTyn/7056dTU7quzswsnL9wuq+vt7d3c2FxXtfllwtTAwMneJ7D30fijK1jLdnl93lyuazffxwTMwt1TZVj0ch2YvPmV7dawuFUKjUyMtbWFl1dW753/14iEZckvqc3pqgKviKg2cRYFooCf+bU6PiZp5lihud4luMASwRs4/73fZP7SE3KNHuxbSO+OxyGdvBDgvWFYCEHiNMmozBIckuRaGs2TwI6aCp+I80+ax1R/Q7B2j/ZhsmsKUOzzRTrhn7t9k3dTfmuRSUD4h5t9nkqCmgxLkD1x2qVi9XuQHr1LzyQwNpf+V3H2YYQY3QeIVSvhTNMIZ3aTsQ7OzsLhdzmioJUmWSHcvAdBmYnPRIL//jHN+7cm5tffIGF49GxwfHx0Y6O6HvvER+xmenpSMR7vLcLshqH+JagV+TJV2lwoO/nP7sxcKI9HBT7uiKMMjDc3xUJSjdvPotvJI4f7ztzeri7K3r79u2Z6aehUGh4aCwYCPK8BDiOczFdxzqKBQ2fyOv1XLl8DvCws60FGHWyIP2u/ZVWnXeu22GDw9AOvr+o8CVbVStJdRv8RaQMTQVZ5AsFvaHgytJyuVymZerYnb6h0KZhAJpH2LCI77HwDKhdr7lqsq915AN7kO2KvTzFTPVUr1eLzYJDOxm0a9Roe009ZKR4BEwDT1cOBNUz1LK3sV3DepK2trTU1dHR09mRS6fy6QxhfpINFFj6tKNVf1dgPG387BDPw9HTIyf6+3OFgqop/gDvdrmwOuv3DAwcj5VLBdEleFw+/AU4PYRYjmE58l4Mneg53t3DcRr+so6NDp0c7sfM23esa2R4UNd1QRBEieto6xo4Hi0WChzPifgsAk8VZF0uFLDWndhY/7d/XcYvWalUFpji86df97UJLeMuzi0hWM3++TrAYWgH3xdUVFVYT5OWFksz/lJnTtPyDCDPs63RmKbpuWwGb6cMDMxV6Aa/LVjLwZX6O43EbC8ciyr6eAP2Sb3716H3g931bITMnsNaIieD08DQANTavat72GozSsC6rlebNXwwBJ3KGYxnVL00hJrG5LPZ1ZXVjq6ucKS1WCzjidTj8Wg6eXCMIjOoMu87OAz2Y3HdA42ez83TfgDDqEK/GQzPsbyf8/pdZAcsGe+BwAMh4GECLvLmI0gEPA6ShwvI88USNqZkBpCsfwLZzhsmnpAYsC5BmvG8x+tzW5UxGCNLiCCyne1tAPGyrGAZVNMUDSGXSwyFghxnGcWqq/Df0NWxYTn/4HAY2sF3FtDy56KwGZPrrcrQ0qExcZKvN6kwL6qqhonZ4/ORjIOZrFwqYxkbf/Mh0ozDdIOlbV8xCKri9YF06J2+p6+zDl3voUYyLdaTK6g9W+1ni2JtOjSzC0PbdGjiTWTzZjPXvFm0srLoDwU72jsy6awkuc5fvJArFp4+epLZjmulEmF1ZKjUB/Wu+4EDUImqpmjTIWIEDnxNQ5wyS0OytOYywo8ZsxLgywwWCM3wJ5UYoQhV6Qyo2EtsfWUM9tVt5acs4RkQ3wksHjKANZKQtESkd390UddIAlH6xZQZXcRNOMKECj0/sjzFDHmx9kKHuU0bqCnK2gH2Y/hxGNrBdwTA9Lay/tqVmA2PF3NFGdjOATA5x9rajp84vb6xvryyFI7FeF4q5eIao+BvKYcP1HijMf6CAliTNxfazlVj727C0PVT3CEWoQ+kOkN6RXNS2TPiuWG/7ZD6ntuotF4Prmdo3X5eS402iXc3HdqqZWTNiPSTbpW0In9BfDZQLsqb65uDg8PRaBSyQtfxoWSutLKyUsynGU0BpBIDwEcRpq5xRHfYejcYsiZ9dTBBVZJeQtZiP/KrIjBVizof9moV/jM3IKuEFP7AU67VGI21NWGt8CdAiRxZ52m0l3DVc5oUiKw+m74ULCFmssZlbWEZqKGqw6flX20q0xUGPewaCrKU8hqYISD7eTkdhnbwGsPmQWrQFbCikmz2ZMuly0bewFR/gZ1JGZOh+Uhr69ipcX9osaTKXT3HivlCqVRisZ6tE3GbUr6RP8RYfbVbuWsYmqnq0PVae5Mg6Z3pdieG3in+aoeTGGEye/tpN50VdouQ1itsBxsb11yRbbJ6bRzeeGzlQENiALW7EC1nRBckdJbF9Aw5QfCwfC6Xxz+xto5CqQw5EbAaeSMgC2kCSeJgoDOaVn+qio3dQSPoW23UcyK6ZtM2+zXXHuSFtX+0GZcriyN0c0UUhMCSFWpf1Jq/KlFSmnUJW8nnqlRZdySqytr1X4JvaLsCTRjaNoPs5xQOQzt4/WCtiVVYrRKnRKfjGobeybgNYLOFZMznEJLVJ4Akny8S6+BEdyGV9QYDsWgsn83kUttA0zBj0EVXHYCa0OE6HZqxIqmq4sJhdeg9Qlz2AqpOP3u7uTQl48boMpJnibpWW6MPbJxaX9mnqlXrDQwNkP38ejMdGtQytEGoOs30RNYlABAkd9+Jwc7unu0MlqdkTzjqY0XR7YP5EklDwUKOg+Qo3XDJBRVK1insb8IucV8/TFAdGlItFYtRMo36J3ZujbI1rP8Sgeq/9hft8GOJmjHYfkSCXSzxh0nk0+zzq3hDjDQKgJLv3llsHYZ28G2iJs7SIpcKz1X1Y7qLREM0RC7VtGFMvrRFHoM6hsb7S8WizCC3PxiO9RSKRckbPDE81BFpnZ2enpt6VsqnVZ2k0aciud0rCtRlLGGMmWAvHXp37bkx1+c+F6cPjaZ6to4aRArdXNhDNkVkJ3qrEjxbz8F1OjTcS4dG1qI1VZ3pCrSuCxznkvi+vu5+t38rnS/ImtffGgi1bCYSeLg43JLnCaPrpEaRqqqV94TWMtI1LHXV+pMzlnrt8LQKmBJCRZ0pIqir+AGyHBl6yOjG20nf8YaXspFXzRWl3bN0NEFjCUZQs6hsNILV5hbq1f3DfW2aP3/TK9J27sP4gliDVLUL2AUPXVaRpu8hKToM7eDbgaE41jAuhHVab0UPZoz1K5azH258qHiBVczOxol3cNrC/yPM0MVyKRKOhVXoKRUDgf5Iqz+zmcgXCnhyR0RLp9NTLVkadvYmOnRthxsvupOx2t7JupFp2v6o0HRGgA0bEWziMlZPzA0GcKaBg3VYszRuO8SmQ1tL2o2siUh+CVZRlOmZmUK5NHz6fLSrt1V0Q9HH8SQBBQmQ4zikEUdc8tDIr+oKn6GFG69ZI0MTX0H9h75onS+Unk4/j0aA3+PiOfwtEyCt8sjQV7QydHUvZSOpHh1DM43rvlqT59LA0E3a6PvpTe3NgYabY8xV8AMD1d0IMk4FNGr9hplMeWl5rVTerRS9w9AO/qqwxyPZGRrCJpwKbQRpNthdz2Z206HNRLq6LpflfLHYLkptHUG8RdVKLxdevpiciG+sK0oeMDKACLI6QLzdYtxUh97POnSdDg2Y+ltoGKJvRYduYGi7gb8hm5j5GVbio6ozUd1SNNBrGRrU8DdjKDH0YnVW7uoJiRKsFPOl51NP4/F4z9Do8aHRtq7jiAVUOdbpUqIplzG1Vm6DdO1bKjDY3QjAqzQ2CPsHtW6dyqj/5Xe3PvnsDkmtBVjTdGSuTZhDA+rWe8i+ZjoraEK2+0DjQfXfo2bPo/76sMl5DtEd2OxqR8PQDF1RNzcioGogHk+UlN1CBB2GdnD0MAXqGmeQmrVhAjPDXuVPYPqOVpecDacwe5Oqwwg0F2+rUZx4stWrHyx3bjqPoIpF2jqdKhcYpHhc3nRya2bm6dTUg8J2gqhreNYGvEHFsHILFvXXeHdYna1zFjf3VD5YJnrbcZUjdxg9WDP1GEZg8y5o1qOKLzY1mkGipprSCWBq1MGGM9fokGYzww7MI5WDWLRXdcy6hvWgspRbOaF5DFMJzKm9GO0OspxoreYq1Zor69aYAQHSgd26iPBV9er5kOGxW70aIUyocyyjqkoysZhJb2zMPx0YHOrvP8kXkryaE0AZcQrSFGSwrU68wxFV16loQXnXZkXXK+b0ym0gSwqhmWDJgcYsihitdo5tIt1895HN5rLZb7sTDprBYWgHRw9gJveo/A0MW7Sh5xgfdLbGoE0Ma4xlWLMYus4prHK40d7g+4oWzmK1l6lKukYxR2hMuRBURH7KcYwil5VycXU7N/nw6+Wl+VxuU6Lng1QqsPRjZKgEtg6YJyeewztpwE006QYb4a6FJhvdwI0bIR+w0gco+RBdhzCNTnhbqxjk7Yu7OxBJExWa47hjbR0tQRcmaR1weCjxWflKPDMwD7Nl4aaEB6jzr22B0AjaMZ5+5foKo9kdbwgJ6jX6mI50tVZntRN8VbEmZKmXMUvLCv6l5OPF5HpAksZHhzW9F7M8q8u6cX1La9cqlGyKCNbIWNurfTIXQKopU3R6u1Q8QqimP1XBxPhHs9nJzR3GFrpNt261EjymKWouJ8/NreTLcuPjceDADoehHXwjuFwCj8FCu80Wk2bNBmDqhZYOTV1QoPXBOARgZrC3qXo4V09EfE6r5AdrGbqKBm8y1mYS1+n0yZUT8YVHK8sbmdUVL5RbIiIHSFYj0m2z58gSMlAD41aV/yaVBmyGgeZr4TtsqXa/6eK0YTLTdbmEZEXXyD3q1ICAiP2RMITGNGH3KioGS/K/bY0ZnzMUCt24NnBq9ITXw0u8RAQalhHqzmWz1Rsrx/ZCII0qe+VvWI1mYRDTJPykcfUX2lY0bYqvEQ2nY3ouFIp5zHJlXRTcweCoJIksBziq9SPTBGH0zdSozTGsvSP7RdmKeaGZXGMRvOV2AOsbN1kAsLbBSpuqqCE9eTb/v/yv//kvXz6tL3vowEEtHIZ2cHh4fJ6fvnvuysXBllCA4zlICJTwC0kxADnb+quRFAFZFRZRveWXAlZNyhU7sXmw8QExNRRkcmSDp7Qt7ZcJZDuVRqZ4DWtbxWJZOROT2DNujyQIJGCHqSVUYC2rVU9Y73TWFDaG3qnJrvvqRgZZHqAaYhPb+bv3pl4urOZkqFC/ZdOCrJMhRbuuntayoLlCRuzBQJckd0vQ1x6LBH2Y61jIMvSnxoBhvz+jU6C+pzteubFZrVOr3eTNWHtAwy7yQKjxWtNkpUygcLyAZUSynMwC/GOtaNv6ZuPcul7YLwlAw6b6lqiy/0CufI2vgqaBYj4fDng8IsiX0N4BNw5+wHAY2sHhIYjC8FDfjWsXotGIIHDU7QbPk1ibAYSh7RNZrcZMLaIH9odCNq6tbmyw5rINhGCzNNKgWR1lcrlyWWZZ3itCXiC5PkmFu7pZu2FO38/U/OqcgRUNLq2mVle3MOQcscLqqsbqkCya0jV93bZkuks3rF00xTEeE4govxmWD4Yj6w/IsE9UrfGNbAaYJoTWfHia1KOurtJXFfuGo+raV/5mAc8JkovHohYxdbCstaxitkVNj9odjckq6vcfgJX3uBRSeVZnoeH8qO23hw5+kHAY2sFhQdxmocAxLlbFPzyZ6Ksu2SwQappakcPWFrTXlNh8um9u/63/q1bTxTq9RQPQXCyFjA/qbg4TEwc1CBGVJ1Q6tUOLGqgAgawPu/Rp714fDXgI3JwuspAHUIJYnsD8TMgJmWkT8WRfdQrdi6GNRMemhZlnOWNhGwENUpWXWvbFHW6oQRcFVEYwF3orxGtJOHYP+BpHq71EtJ2G0jg3edU4+pkuhlfWw+ulKuuQGsAmbXbHN+HR+mPxA8CvJI+FC+QwtINd4TC0gwPAvrQMWYYjy5nEW4h48RBNCdLCjjRtZl3IUP2KbNOZ2m6kBbYpvrqpEXvorKjZZ4B4nmd48vKz0BIV9EZtrrHcT2MXtGaKd4P6fSS8TVYJSFI0sqDAIk5HJNMloB7L1AQLbdGolVFBTP0A0T+tMSfr0OQ8LKMZJn0N8CxlvProFVC5UeMKleoFqGIztzUF1Udcb9GuyGbIGt7qqc3O1qjXOzwCVHU4qD9/DfQGhkQ0lxOwBEejfSVPJGtdV284qhGHe67kOXIksAlxoP4FcuDADoehHewBW3gUsBZ9dfyZZUnpRpb6PqNKlI1RBh0hay15B0Nj49pxHdAO25t0r7HNjsuxFf8u2BDB3Cy30P4L8tkMq016flQzMF1TpU7sNMklS4321IMJWWv0wOReZOPHhuGw2xhwhzVYiWIjYa+caeC2EyfTjCntsa8mn5kXr3twO6ze263R+39HbFZ3YLN27NhR0LAQjqy0i/Y8VbrNwLOT9abRj2x/r0ddh+i7B0nhRU7gSDx3+QcUfe3gYHAY+nuOJjZKuomlH6BN3TO3sEYbWo+VTkjEkmr4VFcjjIiaDCEKSiUPp3BYn4P0cOq5Snx3yXynV67fRJ0kJzbePWTTpxsSCwK5iT66N/aa8GqSLVQEkMreGtekvU4FGrqtm7Xw7JfYOwkJ2geRk7TJXkEOuhSoq0hQNVUjtgsa4AstYQgBs/4iY9KKSdQ73YmuaxFvyc0VJSDzxNiN6MNkgZmzyaaz1oA+ZGBVQkKcae6u6r+VEWi4d7Nr9uGF1seK2m27UD0sRqfL7zukbbQ3rusAbPa5aSfrzsM2tNin7FWbWEpjeKgHfWxbSClKjCIDRSZR1xqJHCfZ0DTrGM0mEqioEpje5I5Rw4fmN+HguwaHob9l2KefOpsdoNOkucXSBKBhf6zqteZeAOzKrpl6y2hMfmiYEgDV7dBSGVjOupx5FDCchjgrGwhrxf6SZB6GCy8JSNIhC/w+scXLURcxmh4QsM1tvPUw00fQiBqyhAppHg4jnoVkp+Co7Zw0qiUJZp9kfSBGrzRu9Pk1b4Qk2YCmZggAMMnPdKEihSWMWdO8o+Zq9xFoSfjKogC6wpzSKZVLRaRrpNgiMsaw+s4Yum2julfZUpexRNNRMKi3BliJ0wQWP1u1VsLYSbOky9WkGBJW5ZFc1kyqxs+MI35nrOnyrQOjEkOFWMwhqljId0LF7l35DjRrg0Cze62F9aQIAbKspqhGLhxgfgd0+rJp5KWn46ireEg0aFSTYFD1DHWXQQ2XaH4ftSIC+UsXeD3a6j7R7S8Vy5qqq7KRyMyMrNYtqVW1JW1WiYejcR9G8S7GXN1AlShuyujGdutqRhtTSKNpWDSrgV5ZEKm1uFQaM5WVH/rB7nNuXzlA+3iWDg4Nh6FfFXjA2CN1jZTSVg5pky9ZSk1GiDCJGAEqbWNu4TiWIyot+TpAljM0P54F1F+aGspo7C6sJNpgzBhijrMieskqK2kKoIy3cHSBmIb8GlRCObBKwLBKOphsATF34mkKT7hmp2k9QEAdxFiWEIHH42kN+yRJJBWjoBGavANDN5nCCKXJiqIqZOLhOY6jcT64fwxSyF3jvuv8ocb+cAzdsMFMF02rvzNAVYlCz7GsPSybpNjVjckdGdmvAI37qVVzGlWeXazHu/XU7RaG+zvbWgSk5REqGxpzNbgLGVKdoTlTecf2gbFa2lfu8RNVdZ0X+Gis1esSoMAjpACIrFjincepGl0NtreTk5PP1tc3CyWZ45hIuGVoeLC7I4LHipjkWVrGs+aWG8bBFlpn7WIaPjUV1HZlh+o6t3m3jMasLK3gDbFoTMDyDqymQNNVNZ8vcKy4sbGZzab7+npdbgFS6z95J5ub4vfz7Oq/DnjIXW6+91gbUgbLJRlpSJNVEjeHNE3VDIqlMe7AoGzjKA2r2ZavPuVyXdFYuhOaAeVEvCBEr1X+ZCDJioqPVc3IOhJNThwYoEpObKZkoTF7pLWqqhoWTmimNSOpTKXSNlbvZZoKFZkmG9wb4yig0wwDjCU6GB9IxIT129ylmh9U3Xxgu+W6dGDBYehXBQXznO0dNN5Le+wuleKrLs0QqsZegwWpiI8pVjNUZ5Y1v5x0xtCNrAyQMeV+w/5sECzeSHyUqxG9xgdEeZ/M5/ichhHTUogbMoRQh2yOMfVsnq2dGY1s+uS6ut+vpdM5RclpGg+BCBHXGFfTFKQrOhOPp76+N7GymtLJujYTCopDQye6e7rcHp6DVBurqEdVKYFpoo9WlLNKJ6u7DK3ygCpsRX+z1GU8ec3NzWWz2ePHj/u8Ppaa/snXB7FyWc5mM6IgFgr5ZGq7pSXY0tLC8pDqaBZ/HIV+gc+RLpamZmYXX84puRxVfzW6oKpT2cBqV8mnYYGziNmaLm0MjaVCHfl84oVL0CUEBMaNtUwjCUpV920qQ+A3gPhQ81g+WVnZ/MOfPsmks6LoLpUVWSmfHlv55S9/EmkJ8TxgeZ0kQrPKhFCx0KpcBKvabc24M/WpTw0tjx5aawE35EtqwjBi6moWK2hRLkizyhknL5QKk0+eQMBLkicUDBBnakCFQuBKJ5MPHjyKRjsSyUQqlQy3dvCSGxp5WVTje2TPWWds2WFwarpYH/CMEK8oILmV2ViIy2UdqRCPGE0Ph1SSZpyh+cw4ynOmnwFDrq1V0qJRdsQ0zVr52UxGJgF4usXQ5rXo+Yz0p+QDHoeywZ1WG0rCpjcDZV1kOn7iodFRRcJDMlW6TX5Gpr5uPBC7js5YDG2IGrol9DtL7YeDw9CvEI1lTbS6mXpHMbJRM9hb4gQNv5t+YCoZqhsPtykbhhcOaNTxLFM53h/ySUPj6fGCJrgZGu+CKkJB/SVqtCVgWNk2NlO37tzXdS4SDhQKhYcTqwtL8z/5yftdXVGecDQUOKybk9kcUls4JiT8D4tMSUIHRNwHxqQCjFV1YpFmzVyfRjITPNVogOGtdVlgmuWA6buLpzlaO4Eh1l3D2EelB3obOl0f5fDY46nt+dTy2tpq0B8l+U1ED56DWA4fqKXSyZtfTfb1dYkin0xl3G4JKypAkRA1bTBQwSyokcvwxswJyaVtxvB9kzc+NpPNf3735e1bd9LbKaRghYeRrYTWRk7JJuuRNdU+zPPY8neSabSt3QVDHb7YSJBVeJEWNoKIt1JzMcj8XfMqIMZICY7vR1XlUEvL9evXBgb7eUH84vOvZqbn4vHVQMBTLMGyXBBFweuTeJ7HzyqXK6iKJkqC5GY5TioVlVy2iFU0j8ftEclaLFbk8rKKH4LLJWHpB3OWi+SUQaqiK4peLJVxV9xud0mWcUu31+uWiCk9ny3kyyX8aLxeD34u+LSyjMrlAsuxPp+P46Cqoly2gK+1nVQ8brasarmyWiwqmqp6PC6XGy6vpb+emBkZEfCj7Ozsc3taNE1IpUjcvCSyPr8XARZLH1jPLRXL+LR+n1fAwi5HbSq6+eZX7cLVoaq6zZt7kF7Ml55NL35y92WpqKsKI2vmQ6kYrvVa47P9mRrbKTlaC/p2e0czLmx8K3a18DQxXKMDvKc7XNvBoeAw9PcHR7AatM9vsAWlxKQKqKyzmgp14l1spJqyKdLNFQxz/QshPHuGzl98Y2ykFx96++bDycdfZ3I5DYXz6WIqlRZYVyTs93rcuqJls7l4POELBcP+IOa9YqmUSCUUTYm1hvEUnMvnVQXl8wUs4ge8vlJJKcuK34/3iLl8mtGldDqNmTgQDGTSaTxHBkNuzAh4XttK4D1pl8vTGvNjupXLpXJZyWawOugKR3z4d1lWtxPJbDa/uZGWyyT9c7lU3NxIFvKlQDAUDHlWVlcmJqZYFp46PdLukvx+lyyX8Wnz+Ty+fEvURQyPqprLKVjVhpBtbwvh0/K0ciIdjAPY5DFBLK4XHj9PxVOaMafLez2j/WCrWNxIq3kFuBGAdNEdEMGELmmb+d/qBL/KczQScxOjjugS/QEXRjQWXl3Zhqw+v/jywz/enJiYCIUCH3xw4+y58YWFxX/7//8wOzt/ov/4z395vS3W95e/fPrpJ7cwdb7zzts/vn5x9vk8fglerm0gTRkaGkgkkuvrm2+/dfXixaHF+bWJB5PzC8tYJx4cHFhb20hmMjfe/9F7185trMX/+IePHj15HIvFfvE3P+/qbP/kk69WlhOzL6Z8Xu+/+7vfjI2dvHv3/od/+nRrKy0K/NW3LyWSyQ///OkXX9zf2NgYGRn8m1/++Patp//13/48+WhuoL/bH/C8887V7a30v/7rf11aXO451vab3/yaE4VbN28uLy+vrKzF2qL/7m9/c+5UnyiKWNBgK0tNYBfZuMLQqqZgwa40v6EXtW8cbeVQ4PcaDkM7ODwwISt1Zsf9gljudUDsdZgSy9S2pzEyJ5Bg3+WV1F/+/Onjx8+QLr15efy9G9c2N9fw9Do7Oxdui91471p3V+fHH3888fBRqSxfvHj+yptXHj9+8nJuYWMzXiiW+rp7CsXi5lb8zJlT7924evfuVzMzK8ntbTx79vb2JbbimUz62rUrFy9e2NhY/+jDL/CUi7n2Jz+9Egy0PLj/aO7lQiK+FQhEbvzo4pkzZ6an5z788MNMJocZemysfyWVv/14+s6d++sb662tLdffubKwsPTl3SfJQm4zncOK9fDJE2sbqx//5c7m5ma0NfqLn19rjcQmHz6annqByUDTtF//8mcXL461RrwkVA2S6sbGeNTbdRuHDLGMJpRlPl8G+SM1GmZ0SVYZqpMf6GGaRfSwmphKyxMPn2/GM7KsP38+HfBLkPPdvz+p6sLPf/WrxaX55/Mrkjd69+5EMNL3t+fOzsxMr6+l11YeP3s6e/nyOVUHU9MzXdH2ly83lpbS5y6cXllaffD1ozfeONfT2Z1OJuObW3PzS4lU7s23rsxMP3/w8Nmbly91yMr2VmZhMf7k8TSCvl/9+h8XFhenplZZ1vtyfg2LQX/zq1/OTM+srW9xwvyTZzOnz46JgvDFF1+U1fLy8qqsKO+//14mU5yZmdrezo2Onognxk+OjKXTuSS+YiL5xRe3Y+1d4+fPTj17dvfeo86ezqnpF1i/Pnnq9OOHTxcWNoZPtPGCQCRTwwauQ8DuLW8hwMmILWqwqDNOyk8Hu8NhaAeHBzJqCyK0J7vUw9TKwHYSk/EXjx49luVSKrk1MtInudwPH0xtbWV+/JOfZbPZ2Rez7dOdc3OzAGq//e3/kMqlCtnMrZsric3ET96/riPtyZMXs3NzK2vr+WLu7WtXZmdnXzybe+vqm4MjvQvzq9uJ7aWlFU0tv3v96jOMp4+uv3td17T45sbi/MLU1HQw4Dt/7heLi0sPHzwZGhxeWFgOhdzX3rk89Wx2dWUFU+yzp08HTvS1d3R+/tktrH4pslwsZq9ffxsri59/djuVTA4NnFhfzb5xadTt4hcXNxbml+7eu9t7rPv6tSuTk5NPnkwPDzIvZmclifvFL36CKQRfa3j4GGZo5mD6s7HYqpIsVOwR603GEkBdDRKjpJPpXEbFsGrIWE2/SZt0Or25uf748eTa2tbI8MCNd98SBM+LFwsscGOphWPFleVNSXy+tLz0wQc/O3N64OToYLmkfP31o/aOtmvX3+Z5MZfZTqS2inKxu7f72tU3p57Nl4rqhQvnBcH91VdflUqyJAljY8NX3jrn9bqCocClN8fzOfnF7GIinsJKudvtJ0vxiJmfX2xrj3g87rGx0+fOjwqCWMjL+B3AncTCXDQaLZeLoUCoo70nGGhVFC2TWdI0Yn0Jd3dGIqFIa4uqMKlUOpGIK4r81ltXhoZ73W7X9NTz5HbK4/FfunSlb6AznSyUilik0UAVsDFFvDGO9RsAQjSmzVmadbAnHIZ2cAQ4UC0BCmS6DelA0+DGenJhYa6/v/vUaaLlrK7G1zcTvoWlfGFreWX10ePpUik/2H/s9JkhXVfSKe33v/8oEo6eHR8TRGZzI5vJ5jSk9/X3nTo9quplXWZOnx4FUF1d3pRlhWf5E8fbzp07g3QFIeX02GixWLpz96v4Znz+5SLWYzmOXV9bX1/faI10BHyh0ZMdp08N5XOZdDqZTqUEnh0dGz5xvD+bziW2En6fd/TkEJ7BF+dfLrxcjbS4ujs7fR4pFPCSqhyaurG+mUlmf3xjcGRkRODA5KNnhULR5/P3HOs4c2YU8/TszFxtyPUBBo24I8DGJFlHAI14mpn1oA52JL2X7u6u4ZHhtljr3buPNtaXOY7DPFcsyopcfjH7UtW0UChC4hEY4pUmiuyxnq6trawkSlJU8vldLlFqbwuXVJKs3eV2+X2S3+8PBEJen5djSZEtXQeiJHi8HrebDQTcsVikpcXL6AUWwHxezuVKhYImcKhYUsItrZKELyH4fF63W3K7XNlMuVDMY5kQ07YPP4lAAF82nclh2Wt7ezuTUdPprFxWVE0GAJEsbWTRHSiKGgwG/H6vxyNiQW1pcRUTOdbLA4GgJGHNWWKIM9c+PSObDJluuEs7NmoHu8JhaAeHR22k50FA/EXxoWpr1H/u3HhnV+jOnXtL8zkSeUXdy1mglEsplmVHhvojQW8qVcQzJcsKAZ9X1XI6U3Z53T4v8fn2+tyYBnig+lycRwIuHoVDQiAIynKReozj6VaQ8HYXlNxsMOj2+jhMpBCIioIwf+NLFPJFj8dzZrw/EBCKBTcmDIGsLZL5t1QqsSwnYd2ZxwwBRVHPFbafPH4Rj8d5TiDRYhqWCHQV6DLSsKapMEBWgCgE/AG3yyOEWnyMLukacrkEr1fkBSBILNb7a7JxHWTUGKCzJGTvULywM1RDOzbDoFkahr6fB2smj8PDzAtaS1AYGmwLBX3/8s//8nhy+tT4SZ9Pao20vXnppKqosgxUFc1NP5ULeV3Tp6dnstl0sZjBh2N2RCq/lci7fF4ASao6jnFDVoQcHnbDB1uHCHKMwDIiC1geYslHBDrJVMoxJU70BEO+E8eH3hjvL2JdW1FdbmHJLbpIsTUSHwhZ3eOW0mm9WCzncgWyhOHTFhfWNzc3Llw843G137t/R5R4lhWxsKiqxNcKsviO8CsqF0vZcjGZ2k7gGxADPp7EeSOaNNRwJjzMaAMdyxICq+Mfx8rtYA84DO3gmwGZv4wfuHPuqhqQwE0S9MyzQBC4jo72y5cvJTY/m3z45PyFC1jRbG9vf/fd91gINjYTAX/w6bNiLpuTy+Xp5bX5xeVCoSSIxVQyj5CWTmXCoSAHOIA0zC08C4nRnSRc4TFlQqABILOQFPVgqbM5xCRA4pU1zLuRcEtXV9f4+HihUEhnN32eQDpZwEobzwqkGCVCeGYvl4rpVD6dKsQ3U8WCsrYcj2/ER8dGuzq7VfkvmAgETsRXQaqOTy9yUPC6INQzaayDZ5eXVjDRY30OQo66XNEAeGREB+lGZSnUYF7ebbARY8axHimwIANplB+RAZCREo7ZR5otxgz2RYhjFA7i0WZ6utvHxk7evn2vuxdrni2p5Pb8wkY6lXS5pIHBobaOtmfPZlOZ3PPnM/39vcFgcPLR408++VKT9eXlxctXL2EGxS8Gdb+XGb1EXPXNIitmjDCJOMfjyLKmRzNkIqGWzo727a34/II7sbXp9kh9vT2apgJAnP1ZLKBxMBSOxuOb9+9PSKLr2bPp4aEhXScvhKpqK2vza+tLsXY/x/HFkvxyfr5cknVdC7e0LC6s3r399epK5NGj6VhrzOslEQtEvEMc5ml8NHWrRgc2IAEj3Kk+sMOBg0Y4DO3gm6ESwASM6NN9MTQNwFSM5KA0xTcTi7X29/fdvHWrqysRjoQWF+cnJh5CpKczuevvvutxe6anplS5nEiXsX46MDA883zmL3/5XJHljY2t/r6++MYGoLZDQHNUkySYeBolvrVYXZZprDi1XzJGVBihxpaWQEd7dHlpgedAJpP1+kSpy00SdakkconSgR5tjTyfnv36zoMXzxcffP2osytG1G8G5DK5udKL1dWXbvcgRKwmFxfnlwKBANLUtrb2rUT4wf2JF89fzDx/Pjhw0uv1EvqjkdnGb9IXBll5zg3ZZr+zPDqq8GobiFBjxNAhauHdiaGbgBzn9Xg6oi0BLJoAhuPZk6NDiysrqiafOjV659a9P/7xk0DAd+36G7G2yBtvXPj441szn9zs6enq7e0Ph8OFYunB/UfFXObChXNDQ70MIuZxjgM+r3isJ+ZxezEjtrfFgkE/LwguySWKfCDgV1UWyz0erzscbe2MxYK+4KefffHhh58GQ+7r1y8HgsGOznZ/wCPyQjAQwAJZb38/frC3bt1JJlPBYEtHR0drNHrz5s3Pv/jS5/e3dbQGAkGfPxBpbV1bWwv6/ZFIqL2jQ+Dcf/jjH6emZ8LhwNkLZwRByuYy+GlKvLs9GsGnZTlafAVLYZVo9Ea2bnywwAwVbp4ExYEDGxyGdvBtgNSP5sOhwNDAidZggNUBnnDPjg+lU+ssKJ8bH0ZafmJiQhQ9Fy+e6z0WjYRdSCtNPnrS2d01Nnq+s7PT7YJ3bt0ql0pvvfXW2EgfD0v+gOBzs11tLSIvtQRdZVk/OdzdFvMPDR6Ltna4Jaars4XnerweyPPuoYGu471tfcdin376ydSzB22x2Pmz46Lk4qDS3taCG3d3+d3ujvZY8J13zn/04afLi8+6uwOjJ3tHRvogKNy/fwfT0ulTJzo72mJRz/BQXyqV4jlvZ3vLif7Ozo7A55/deT4909XZcfnNUz6fT1M7WlsDXg+ItXrLAx1+n9uon30YDYzYluGRpBGteyRGRC6dE4B5ob2ytxr5NE6c6Ovq6uAFnuN5hlH6emL/03/4W6zC8rxwfvxULpfFtO33izzPt7f5To4cL5ULHo9HksgI/MPf/+yXf/OerpZ9Pi/PiWNDA1hEcrvc0bbA+Jl+USIVMHu6brBWnjxe1Drbo5oCeQFryeypkV4IcRt0cri9VJIFHvrwKAMwdKKTJQTKvXnxJBYH8ZkHuluuvTlGziDwPAmPgpfP9xfyBRbvw7QPWV4S+7r+RlFkntjWAecSmcHO8+f68vm85BI8+IWDwsWz/SxJv8J88MFb+DQsDbMyc7vA/ddZceBgv3AY2sG3AaLngo6OtpZQEE+jHE8ou6Mj9qtffYDnPEEQOzujN959h2VFj1cSiTk60Bb99Qc/+wkv8i4XCSb+6Y+vX71yEStGeGbHE2xXdytWlwWBCwUDOmIlidd1tS3aJYjs0EAPPo8gCKGgT9NG8HSMFZ7ujk48U+OOdHa0lstlzCV+vxt36kTfMZJslePOjp/SNE2SxFi05Vh3t6rpWGeSJAmfp6+v68Z7V3E/OTpJ4870HmvHjXG3GZK+lMda/GD/iVKphK/ldpMEGp0dUY5H+LReb//AiQFBIPM8YBBqcPT9ttCYEHQ/IOZ56sDs4iR6FnI4JjiWI9XBSUI6TvR5JWoqULGiKQp41F0AeKyLkuHyuN3UrI3/FGmAN0lnJ4kCHmzaJYb3eUnpaiM1ByPjZ8kIuE2ZqK8kVA2SIPiAx+dzQUqY+D9O5OkCAhBEyTA6CBwb4oNmYluacFt0iT6fR6c5bkljCLw+t65LsJK/Xtc5v8fn95D0dtAwNNDQOIQ8PjexUlsJfQB7SH8MBw52h8PQDr4FUG8w4vDk8bjoBqIRQpYJ+t1GA1FwBbwu+n4ahRwA1owDfpflY6ULnODzkBmcZhrUMecZpYfcbpeZ2J9lBeJnpEuCm54H8cQmacykUBTMKbUl5GMYn9UHJJKpn6xxci7O+naASNhrz9WGuSPgl+y3I0nu6h9EwQWkFwy9NcST7vEuWqeLpB9nMMGYaSpowmrGyt36raMuhdV+APRaPdtgUZ0a7yH12NdNVmMqZV50xnSQ4oz8NqQmdcXYb+rxRj72SsosxixxQf6FJHLeTIBn5iWlV8Ekani5WzXTagwN5OyQrcvRRd86mjTTSM1NU+Uz1ZUEoLO2y4NKQREzmRpzaEdJBw72CYehHXyLaJbV0P43KNHk3MY0qVRdoGvCcSnv0vmUsgK0ZeHWK5Rs28LUbmFsWyg9mIUU1UrlDOso6xBQqYLcjM/MPMyVxrKRQJ327fUFqPz6pmDNkawMI35wBJVio7JVnpkzZSky1BwdVWusmvs42ypFIlifa91gWUavORbQiwJo7bK9P+bD3fdiATI6YDpEMsYqsgMHrxgOQzv4tmBMl/U5EXdoZn0ElW2cYWDU9UrND9VSuprWMzCV79qLU4XMQDUCyvjANnTJzJSs69CoU4LQLiE39rur4/KGO0V1Q9HsdMSHG18R0htnd+CwwwJYXSQpzQ9+ZA0qecl0y6cN1N6ZFaNHI7VUDZVlqGqqwAsCKaZmutJVKbB+bEypi5ZkAqSWGKgUVaumG6e/K5YJZAp5gNFUfEUVj6LAkovJsopoCTgOIlixZOz4HJrmqz4cDp/o2sEPCg5DO/iGOMhEU1N+qtaBGTU9FbRaMpYOWmkjqCpDElXoqiRJJHkmVGjNT7bm8PqumpM4nrFVWYaQh7QAmZWpg+QitSyoXCXptak80apMSFHLGoOnd56HxgameZaPyt1Vul2xutpm5wP4FiFNQ6oGfb5Ia2u7ymU1Ug5QV4m3lg5JHhOzmKBGorJptW2ahMQgQku6sPdTZyxnYo1W9Kj8GNVNzCLKjemla1BXgaryoTImdY+AjjC+IMnnDWRZe/p0ZmJiLp1LR1rDF8dPdnRERJ7jWZYcxzJNAGidZFKsQksn8+vriVAw1BIOcxwHOdYyklNKJqoza5msqcaso+1EfmJyQvK5RocGRVGanp5NbG8PDhxvjxJ/CFopkwGmSIHq6zpXt+zM0Pt5oMB8l/Zu6eAHD4ehHXyLOOg8ZVTlIDPcdjJ7+87XT588K5f4/oGus2fHujtdPCtAPClDU7+kU7YRsGu951biymK2MPP8eSTcGmuLmjW2WcuUbZE4lQ8qPQSk0KTC33sw+XJ+/c0rI9HWkIsWyYaMVXi5ZnbexaZ9SDdsTdfKqsyK0OP3BCGnlAixahopFYz1P1q9l3CRoqvkT0QLUlJ3cWMl2BQZEK1DSgoFahwL0+kklVQOqjp/I+BLY/rXVHV2dv1f/8uH65vLGhJp5vPkLz54E5O0rnOAVUmBTyBavu6yZZfmDUs4Yrh8qby+GUcAegMByHF4LOhaMgljswq4aOSHxMTTYzW0vLr9v/3v/6/kD//P/8R1dnZ/9Odbk9PP/uk//EPYLzEClg2I2xhDLSTOErOD1wEOQzv4rqBCIkQ/e/Bg8uZXd/FnTUWffjqbzSZ//KML4RDRvkgdSaoBsobHEjLLLRqVhwyLsqKpmWzO7fEZCaeJJ6/hA0SJjJSQIO67Bu+aDkpE4Zte+k//x7+8mFsNt/6DzzvGiQLW3GgSFIapnJo5bK6pvUC8xyGTSW6vLi9tpIuaYpUqrC63WwNVMQkYblAsX+0Yje9iqYmelPZUiTRDiwhTX6qmmaWPGkYWd1VRns/O4gv//W9/29l9bGLi4YvZl+l0uq0tnEimC+UsL7CBYEgUxUKhIJfLiBYKFSXJ7XbjR1QqlHhe6jnW6/P5WE7IZPNY2mBZGAwGBYGTZTWdyiqq6vO5fH5JJK7zEMsymspksqUns09PjbRfveotlEh9S1WrFKi2KoLbRUcnhsrBtweHoR18R1Axd5MlSDA/v9ze1n316jV/gP3qq9uk6rCMeVdZT2wkt9NYHYq1xQRBKJeUVDKdl0su0RUMhEIhL9Y1MQ3g361tMW/AX1bRxspKMrnt80ltbW2SS1JkZX5+oVyWW8OR1tYWUTSyi/DTMy/+0//1hy9vP+SEkKKomDAQKVNP3bGNaR3sGUZs8OghdWjMnixAqlwqFwuaXLcO3eA2Rf8xB0yVa3Zai9hazcZDRGYfFoY0Q1KssfjffD6PUOHiG6NDwydiEd/a2sYffndzdmGOFfh337vS093z5ZdfLi5uSDyQBK7v+ODbb13OF3ITE5Mcx5VKpf7+fo8ndfv27SdPnogu8fKVy0ODg5MPH9++fTebK4wMH3//R2/1dkRFya0qOh42HbEb8dznX93v6hkqllRFAypZzzbXCIC5xuHAwWsBh6EdfIdQ8aRleJ7f2k5uxLe8wdY3rpzXGb3V711eSf7ud58+nn6Cp/8fvf+joaGhhxOT9+/d30hsdLS1nzl9+tp7b2Ol6cvPP/f4PYnE1tjYKY51ffThR9NT0+GI74OffXCif+Dh5NM///kv6WR6aLDzF7/42cBAh0uUANDX1xJQYI/1d+dSGoLEbctaWgY1bsZ745D5RgBJWk3t1UceRV3vZ/6KV0lJ3m8SdNY/2HF/4ua//n9/6OrpPX1mfGjkuKZ7Pv70z4lM5vybl5dWlu/cm5E198TjBUYvX3nz0vLy0vPZleGRXGJrfXpmqbOzfWtrMxCMvJxffjG3eHr8Qr6QX1yJyxr71dcPe3oHQ8GWhxP3Hj9dirREEYuIcYSRPQHXsf6OF3Ob9x9Ob+fSOsmtLjd00Z4cbyfCdtaSHbxyOAzt4DVGkwnQcPWF58+f/rffffT//N//2RcQR0aH3njjYhKWvn7wSNaZ3/ztb+KJxOyLF5Lkml9YCAaCV69fKuSKa6trmUwmlUrnS+VwaySfKyQ2k89n70ou4T/+0z8mk4lsLjMzPX3v3oNLly4FA/6JiTvPZ+c6OyOSIGJmHD872jM49N9+/9HtW1Mcy4MDuz1/Y9AVUuL/dNTKLjFKMKDK+0YG13rj+RHDKNf9j//4jw8mpu8/mPznf/4/R0+NnRo9+WxqWuBdSCNdSsTjG+vruqpcOHfuyluXlxfbnzx6sbyyur2dCAR94Ug4nUmXy0oisX38eP/bb1/CL0Yqk52YeFLMFYxbUFVlfWMjnU673S4IeCzc+P3e812981Ozz57OFOUCy+mkjovhLE+juMzuvbo7d+Bg33AY2sFri4Yk35X8HjpzvK/93//dr17MLk1Mzkzce5rPlvpHhp+9WIzHk4CX05nswuJya7RNEKS+gd4LF/sTm9ktrHmtr69tJFjR3RJqgQyXTuVVWTk5OjB26gSDBmVZuX373tbW9uLiQtIvLi6sioJ0/uzpoN+jI8XnZ0VJDIiAA4CHHAd5kowK6NTNjCZgeZWzOrmK4QqGWeTor4Os0DXDMMBabt7oldwUNXEXi8XV9TgA7LvXL11689yTJ1O37z5eXFwpy1ohl375Yl7V1M62GMkpx7F+n9/j4vv62l88X3z5ciER3xoc6vF6vCwUNQ2VSkooFJFcJF+N6II8K6gK2lhLZNJbHo+7pSXC8ywgFnUOEUMEc6Iv1tt+7He/+/3c4mpfX0TXzXVnm1ugAwevBRyGdvDdAZk4SUWsUqk4P78VCPmuvHPq7MXBTz69/fDh0+DmUrGQQlopnUsDFp48ORQIesulrM8nukQhGgm1t4Xm5uawGn2s55jX72JYXdNllic1GDiWDQQicrnMMKqqlwvlPFtQu7raT5zoc3vcRKNEDCn7SKmYNRJp2UsDI3DASd0e6nuwA2kutiNnkLoz6k3Eo6O+YrFQnpycUVV06dLVllb/4GD/s6eLSGN4Thge7Lp8+TJWanPZLMfzTx6LbokTOBjwBlqCkQf3JwuFYms44HFxLFAFDrlFXld1pIrbifzL+Zep7WRL0Hf1rYsdXUEsloXDEX8gwJGiZ4hn8Q9wu72jpwcfP/564um8phTZo09y7sDB0cBhaAffKdDqjZqKbt286w24Llw853J5XKQWsCCJUms4Eo0IV66ex222trZ8Pn+OFLQgmbb9EV+sNfrZF7+LRls72jtYlocQutwudVPb2k7lc+UXLyYSiXipVAqFQm++cQnT88bqWigUcLvdkkisoxCScgukhiXJqmFUqUImVYOD8tnhGBrYfo4WDSd8texMRgwPvtvl+uTTL1dW4tFYy/LKcnK78NZbb5aL2bW1jampqWw2i8f7+PETqqLqWFPWFcDwnZ1tt27eDIWCkUiLIutYaBJFPhwJT0/NqWqhLBcZoMViHUuLC7PPZ/O58MLiy7FTY72dEU3TDXduDHxUR3vr5csXn0wvugR938U/HTj4a8NhaAffIdBwWAQkyRsMRu/dv7UwvyiK3oWF9Vi0o6ejSy/De/cf3bv9UNc1SRL6+yVdUYlXkgp4wLW1RiHiOCBEQmHEAo4TMBkXiuW5uaV8tlQsFqLRSHdXz9z8xpPHz5YWV/K5rfPnztCkIHTVmdQaJqGyOlIYEq/EWRmkD81mr6JE1WHw1/PiNkCCuzTJ5RofH09nC5MPn718ueBySRcvnhsbO97fH/vD728+ffwMi0Znz56NtbYODw5GW1sFnhR77O6KnDo1EAm3tkUjhbx8rKerq7ONO+ZRZebpkycen3D+4thA/0meYyfuP15f3ezuaW+PtgtYAwesomhbie1ivrCxtDA97UZaIdLiAUqmkE2rKskNTiPLWcfG7eD1gcPQDr5TIMmvGMgx71wd0bXsnTsTm5uL/QNd71w9M3gC60VBpbR9d+Kh3++7ceNGWzQEtEi0VRIFReDxbB786Y/f9vqkjna3wugD/dGensDgQPsXnxceP3rU29d5+lRvZ2erLyD+/r/9cf7l0ujICCYAURKMMGpVlRWZCwZCw0ODHg+tpQFQbYZw+tuZ3/eEFdIUjfp//cv3379xRZFVQRQ9HhdkFQD9XZ2/xGzKc7xAq4AN9MdIfUhIgrY72qXf/v0HEHAsi98D2HusDfIy0nGbdwuFS1iQwsSPD+nqfPvda2cRFuZcIs9haUxlGK0s54rFjdaIK76++KffL5bLSriFc4G2XDZXLpd03cuywMpH9urH4JVfwcH3AQ5DOzgqmI5FyJ4V255lhKnkyPymF4IQhCORX/7q5z/92QeqwnK8Lkosz2qYPn/7D//+V7/5Nb4cXV1mBvp7SV4OpsSyXFAI/eIXP4UsKYWkAeb9H71HihUCrq+vp1yUeQ7yImnbEo6dHhtTVV0SJVL/l0WQ0fK53MTEo5nny9lsHt/BJ598sr62cuHcSDgU5DmOJPpAxl2+0onXSGCJmCOPtrL5SVkx1AxCleSXlFCP3mmMBB/zPAyF/DSNCr0cpmFd83pFkiFc1w0PNo/PQ9Kn0yzouFuiixYW06jTnMAzQCNl0RD0B/2GcwBZbxa4IO83rQOADplKtPZ33n77jQsXSJoWxKiapgEoQsHrlSItgpH1kzFt8PYnuY+M8QcDMHLIAidWy8FecBjawTcENCsZMDSjM6xLyNy0dEQz7FTqYodm+EKCyAhipV4CSb+B1Sx8VV403mrdKmGEWEY0jhVEM0sHnoE51sj7rGEidwlW1i2ioSPC7QxLKQFR0sAUwLk9Pn8gIEguYy3T6/XxQtAoTkzSaiLGLCp8MBHEnvl5jwNJbUSit+vfgBt27IQZYGU4xdGO6LRDRra0qnngiK+sGTcNKuNGHiZNpo2MXUZKdttVgfXEIbVhkOfOm32z8q6bA2kTE/HTxo+QF5iOdhdjJQ2jL6xV2qN+KXo/udMPLbDwDK1y6Sx/O9gTDkM7+P5iZzo5iPpCqMrlks6Mj545M6prOpVCMCnTrKC06KGhuH2n00OySMc/kPy21LtXfjf7WIO3D2nd8B5QAwXAcugjfK/Z0pEAS/R4Re7rjbepvib+Bw5efzgM7eB1xatkiIM5XhMlGtByS4CFVn0qU/tj9mEOfd2h63pFYWyWTsv8EzUM23dMJjHrp+0vF9hR3VvTsmfNdzhwUA+HoR28Nnh1c2LlzIdewUWV80LbFlJlw7rEzlffHU0W7XdsesBT7xcqhg5lHagI3w8wyl4LCCvWNDIamKZgg6GRlctk33ba/XX7SJ7+fgcf1H4GtR8amhxtl3RSIlTXNa1JawcOauAwtINvBvTdUqOOGo23f2CP7m9/ADFdTDxZdXkeRUI+F8fplHtZmiuNscViAWvLQU+/n0ZHEvG1j4zldveImkPr/jwycRHVEzGHuOdzqy9Xcw5DO9gTDkM7ODzwhJjPlxJbWeK2JXA8BzlS5o868UDyalnTrt1vFVR+1eHIonJRAyUcUoduujBpbTTPpNc3aWBoZJv9mzh77/umdZ3Z2MpmCyVVP/pVzI8/uTlx/wHP4hkBIZr0s0rMlhsVQoerFdFoHW+CvxJDmxLV3pVCGnzHDt2lBoZm+FxeWY6Xj+YCDr7XcBjaweFRLiu//+jB5OMlSRB4noeWEZQWTKaWUTrNNc5/qJnm/ddc1NxP1QujLrQNoJF+QdM72eM8h4TKMKlcYe7FSqpw9AydymqpbP7IT+ugGUrfdgccfGfgMLSDwwOrLKvrW/iHeR1std93OJ5FDhz80OAwtIOjgcMfDhw4cHC0cBjagQMHDhw4eB3hMLQDBw4cOHDwOsJhaAcOHDhw4OB1hMPQDhw4cODAwesIh6EdOHDgwIGD1xEOQztw4MCBAwevIxyGduDAgQMHDl5HOAztwIEDBw4cvI5wGNqBAwcOHDh4HeEwtAMHDhw4cPA6wmFoBw4cOHDg4HXEfwcsj/jTBHRV5QAAAABJRU5ErkJggg==" width="624" /></div>
<h3 class="western">
Resiliency/Availability</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Microservice does
not automatically mean better availability. If a service failed, the
consumer service can go into a loop and soon all available thread
will be consumed. Employ circuit breaker, retries, bulk heading and
fallbacks. Hystrix from Netflix provides supports for these
patterns.</div>
<h3 class="western">
Test service for resiliency</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Test for
resiliency as failure in production would happens. Need to test for
latency/error (Simian Army), dependency service unavailability and
network errors. The system should be optimized for responding to
failures.</div>
<h3 class="western">
Rest.li + deco
</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Rest.li is the
RESTful services framework from LinkedIn which also give type-safe
bindings, async, non-blocking I/O. It also provides dynamic service
discovery and client side load balancing using zookeeper.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
All domain model
in LinkedIn is normalized, the link between two domain model is by
using URN, a fully quantified foreign key (e.g. urn:li:member:123).
Deco is a URN resolution library. Services can query Deco by what
data it needs (not how) and Deco can look into the URN and fetch the
data for the service.
</div>
<h3 class="western">
Dynamic load balancer</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Mailgun
implemented a dynamic loadbalancer which basically includes service
registration/discovery, load balancing, circuit breaker (retries) and
canary deployment into one. New service can simply start and will
register to the load balancer and other services can start consuming
it. Multiple version of services can be run at the same time, thus
enabling canary deployment. Without disrupting the existing
services, we can start new version of the service and then start the
consumer with will use the new version, so we can retire old service
gracefully.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<br /><br />
</div>
<h2 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341747"></a>Elastic</h2>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>The system stays responsive under varying
workload. Reactive Systems can react to changes in the input rate by
<b>increasing or decreasing the</b><span style="color: #777777;"><span style="font-size: small;"><b> </b></span></span><b>resources</b><span style="color: #777777;"><span style="font-size: small;"><b> </b></span></span><b>allocated</b>
to service these inputs. This implies designs that have <b>no
contention points</b> or central bottlenecks, resulting in the
ability to shard or replicate components and <b>distribute inputs</b>
among them. Reactive Systems support predictive, as well as Reactive,
<b>scaling algorithms</b> by providing relevant live performance
measures. They achieve<span style="color: #777777;"><span style="font-size: small;"> </span></span>elasticity<span style="color: #777777;"><span style="font-size: small;"> </span></span>in
a cost-effective way on commodity hardware and software platforms.</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Goal of an
elastic system is to:</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Scale up and
down service instances according to load</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Gracefully
handle spiky workloads</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Predictive
and reactive scaling</div>
</li>
</ul>
<h3 class="western">
Resource contention</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
It happens when
there is a conflict over access to a shared resource.
</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Message-driven/async.
Service should only hold on to a resource when it’s using it.
The traditional BIO will block the thread when it’s waiting for
some I/O operations, so the resource is not release and can cause
contention.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Reactive all
the way down. However, in some case it’s not possible. The best
example is the use of JDBC. There’s no async driver (except for
an experimental driver for Oracle and mysql.) This is also one of
the reason moving to NoSQL. One possible way to deal with that is
to use Actor model.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Beside idle
threads, shared/distributed state also constitute contention point.
It should be moved to the edge, like the client or external
datastore, to reduce contention.</div>
</li>
</ul>
<h3 class="western">
Fan out
</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
One of the
challenges of implementing microservice is fan out, both on the UI
and among services. Fan out on the UI can be resolved by using API
gateway which push the fan out problem to the server (with lower
network latency) by returning a materialized view instead. Server
caching can be used to reduce the amount of load to the services and
instead of caching a service, we can cache the composite/materialized
view.
</div>
<h3 class="western">
Bottlenecks/hotspots</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Services like
user service might be required by multiple services in the same flow.
Those services become the hotspot of the system. To reduce the
dependency, we can pass data through header instead of having all
individual services depends on it.</div>
<h2 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341748"></a>Message driven</h2>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>Reactive Systems rely
on <span style="color: #5b9bd5;"><span style="text-decoration: none;">asynchronous</span></span> <span style="color: #5b9bd5;"><span style="text-decoration: none;">message-passing</span></span>
to establish a boundary between components that ensures loose
coupling, isolation, <span style="color: #5b9bd5;"><span style="text-decoration: none;">location
transparency</span></span>, and provides the means to delegate <span style="color: #5b9bd5;"><span style="text-decoration: none;">errors</span></span>
as messages. Employing explicit message-passing enables load
management, elasticity, and flow control by shaping and monitoring
the message queues in the system and applying <span style="color: #5b9bd5;"><span style="text-decoration: none;">back-pressure</span></span> when
necessary. Location transparent messaging as a means of communication
makes it possible for the management of failure to work with the same
constructs and semantics across a cluster or within a single
host. <span style="color: #5b9bd5;"><span style="text-decoration: none;">Non-blocking</span></span>
communication allows recipients to only consume <span style="color: #5b9bd5;"><span style="text-decoration: none;">resources</span></span> while
active, leading to less system overhead.</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Message-driven is</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Asynchronous
message-passing over synchronous request-response</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Often custom
protocol over TCP/UDP or WebSockets over HTTP</div>
</li>
</ul>
<h3 class="western">
Backpressure</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
An example of
backpressure is user uploading file. Traditional, the web server
will save it to a local file, and then upload to the storage (express
is doing this.) With streaming, the web server can pipe the file to
the storage while the user is uploading it. But what If the user
upload faster than the server can save to the storage, backpressure
is needed to control the flow. Stream can be throttled the upload
from the user, so it’ll be the same speed to store the file. So
backpressure is</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Stream-oriented</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Sensible
behavior on resource contention</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Avoids
unnecessary buffering</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Back to Rx.
There’s 2 kinds of observable, hot & cold.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="212" name="Picture 23" src="data:image/png;base64,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" width="363" /></div>
<h3 class="western">
Hot observable</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Typically we’ll
use temporal operator – sample (take a sample of the stream in a
time window), throttleFirst (take the first value throttled in a time
window), debounce (wait until it pause a bit), buffer (base on time)
or window (by time or count). Or combining buffer and debounce.
</div>
<h3 class="western">
Reactive pull
</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Dynamic
push-pull. Push (reactive) when consumer keeps up with producer &
switch to pull (interactive) when consumer is slow. Bound all*
queues, vertically not horizontally. Backpressure of a given stream
not all stream together.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Cold stream
support pull by definition as we can control the speed. Hot receives
signal to support pull.
</div>
<div align="center" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>stream.onBackpress(buffer|drop|sample|scaleHorizontally).observeOn(aScheduler)</i></span></div>
<br />
<div style="line-height: 108%; margin-bottom: 0.11in;">
So on
backpressure we can use the backpressure signal to choose different
strategy. We can buffer on memory, on Kafka or on disk. We can drop
or sample the stream or to scale it horizontally (Netflix can stand a
new server on Mesos).</div>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-14465980649967520412014-12-26T00:47:00.002-08:002014-12-26T00:47:11.964-08:00Reactive Microservice Part 2<h1 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341744"></a>Reactive Microservice
Architecture</h1>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Both reactive
service architecture and microservice architecture has certain
aspects that are similar, building a system that are easy to
develop/deploy, loosely-coupled. While reactive service focuses more
on resilient and microservice focus on the services itself. In this
section, I’ll try to go over the 4 traits of reactive systems and
discuss how it would affect us building a microservice.</div>
<h2 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341745"></a>Responsive</h2>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;">“<i>The<span style="color: #777777;"><span style="font-size: small;"> </span></span>system<span style="color: #777777;"><span style="font-size: small;"> </span></span><b>responds
in a timely manner</b> if at all possible. Responsiveness is the
cornerstone of usability and utility, but more than that,
responsiveness means that <b>problems may be detected quickly</b> and
dealt with effectively. Responsive systems focus on providing <b>rapid
and consistent response times</b>, establishing reliable upper bounds
so they deliver a consistent quality of service. This consistent
behaviour in turn simplifies error handling, builds end user
confidence, and encourages further interaction.”</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Key note about
rapid and consistent response time:</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Predictable
performance at 99%ile trumps low mean latency</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Tail
latencies far more important than mean or median</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Client
protects itself with asynchronous, non-blocking calls</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Using events and
async operations quickly becomes a trend, not just in javascript but
also in java and other languages. However, a lot of async
implementation are clumsy and suffers callback hell, thus the
adoption of Reactive extension in companies like Netflix.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Since we are
talking async and concurrency, let’s clarify the difference between
async, concurrent & parallel.</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Async just
mean non-blocking, specifically in reference to i/o operations (not
necessarily parallel, can be sequential)</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Concurrent
means multiple operations happening at the same time (not necessary
parallel)</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Parallel
operation is when multiple operations processed simultaneously.</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Async programming
is difficult, error handling is complicated and often bugged with
memory leak, race condition, complex state machine, uncaught async
error. And especially when adopting microservice, we essentially
introduce a lot of small services each talking to one or more
services in a graph relationship rather than a tier relationship.
That raises the need to interact with multiple services
asynchronously and some local synchronous operations (e.g. reading
from a memory buffer) to execute a request. One example is Netflix
has an API gateway which talks to UI and various services, instead of
having the UI those services directly. That reduce the amount of
remote API call but put the responsibility to the API gateway which
has way lower network latency and reduce a lot of overhead in
authentication or user metadata.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="215" name="Picture 20" src="data:image/png;base64,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" width="365" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
However, that
creates an abstract concurrency requirement in the API gateway.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="211" name="Picture 22" src="data:image/png;base64,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" width="365" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Not just async,
some of the operations could be sync. To easily handle these
combination of async operations and sync operations, we’ll need to
have a unified way to handle async and sync operations and Reactive
Extension turns out to be a good match.</div>
<h4 class="western">
Reactive extension</h4>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Reactive
extension (Rx) is introduced by Microsoft and adopted by Netflix who
ported it to Java and now it’s available in multiple different
languages. The basic idea of Rx is to combine the Iterator pattern
(which consumer to pull value out of the data source, e.g. looping
over an array) and observer pattern (which publisher to push events
to consumer, e.g. registering an event with a callback.)
</div>
<div align="center" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>Iterator pattern and Observer pattern are
symmetrical</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Map, filter &
concatAll can be implemented over any iterators and observer pattern
can be think of as producer iterates consumer. However, the original
gang of 4 misses this symmetry and gave them different semantics,
thus Rx brought the two together so they have the same semantic,
observable. And one thing that the observer pattern from the gang of
4 didn’t specify is for the producer to tell consumer that there’s
no more data, with this, the observable can unsubscribe for us, no
need to have unsubscribe event anymore. An Observable is a
collection span over time. It can model events, animations and async
server requests.</div>
<div align="center" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>Observable === collection + time</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Promise and
Future can’t be cancelled and can only return a single value.
Observable can be cancelled (by using takeUntil, or switchLatest) and
can return any number of values. Netflix is using observable on both
UI & server for async operation. Observable is just like a
promise that can be cancel & retry, can send you 0, 1 or infinite
values but it’s easier to handle concurrency and have no callback
hell or states to maintain.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="183" name="Picture 16" src="data:image/png;base64,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" width="623" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
More importantly,
it decouples the consumption from production as regardless if the
producer is sync or async, local or remote, using event loop, or
actor, they are all wrapped in an async observable and is composed in
the same way. Consumer do not have direct dependency on the
implementation of the producer.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="118" name="Picture 27" src="data:image/png;base64,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" width="480" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
It also clearly
communicates the network cost. In a large team, it’s very easy to
have something looks trivial but it ends up making a lot of expensive
network calls. Also each of the methods could have different
implementation, it could be a BIO network call, NIO network call,
collapsed network call or local cache and we can change the
implementation without affecting the consumer.</div>
<div align="center" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><i>Retrieval, transformation, combination are
all done in the same declarative manner.</i></span></div>
<h4 class="western">
Solving Async Problem with Rx</h4>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Most of the async
problem can be solved by just picking a right flattening strategy:
concatAll, mergeAll, switchLatest. Here’s how they works.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="288" name="Picture 15" src="data:image/png;base64,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" width="384" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
ConcatAll simply
concat all the observable, note that the 4<sup>th</sup> observable
has to wait for the 2<sup>nd</sup> observable to finish before
appending to the resultant observable and that can’t be
accomplished without the observable indicating that it’s done.
Also, the empty observable will just disappeared.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="290" name="Picture 1" src="data:image/png;base64,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" width="382" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
TakeUntil is a
way to stop subscribing to the source collection. E.g.
mouseMoves.takeUntil(mouseUp). Both mouseMoves and mouseUp are
observables where mouseMoves contains every mouse move and mouseUp
only contains the mouse up. With TakeUntil, we’ll stop subscribing
to the mouseMoves collection when mouseUp has data.
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="290" name="Picture 19" src="data:image/png;base64,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" width="384" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
MergeAll is
merging all collections as the time the events come in. It’s like
lane merge in traffic.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="298" name="Picture 9" src="data:image/png;base64,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" width="384" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
SwitchLatest
flatten the collections but unlike concatAll, it won’t wait for the
completion of a collection before moving on to the next, it simply
unsubscribe from it and when another observable start firing events.
Thus, no more state machine as observable knows when it’s done,
provider can unsubscribe the even and no need to explicitly
unsubscribe event anymore.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Stop thinking in
terms of loops but use maps to solve parallelism or concurrency. In
Javascript 7, probably we’ll have multithreading support, but
instead of letting developer to create a new thread, it’ll be using
map. Since it’s unordered, it can be sent to multiple core and
process them in parallel. And in Java 8, Lambda already support
threading in similar fashion. Below is an example of how RxJava
handles concurrency with Schedulers.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="182" name="Picture 18" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAW0AAAC1CAIAAAAbeTmDAAAACXBIWXMAAA7EAAAOwwHaapjcAACPWElEQVR4nOx9B2AU17X29Jntvah3CXUhCZDo2HSMwbi3xE7iVDt5Ke+PkzhO3p/3/ucUP8fJi+PYSRynOHESGxewwYXeQQgkIVDvXatdrbZP+8+dlYQg4BBjcBzmA+MtM3fu3J3z3e/ce+49lCzLmAoVKlRcBqhAJIzJMoHh+IddFRUqVHxEQX3YFVChQsVHHiqPqFCh4nKh8ogKFSouF5SMYQSGqYMjKlSoeN9AekQlERUqVFwOVL9GhQoVlwuVR1SoUHG5UHlEhQoVlwuVR1SoUHG5UHnkowi0lAFH/8OVZQ248keFig8NKo98NEFgDMvKEhaORDEcAZMllUpUfFhQeeSjB4IkQpHwb174g9VsXbdmHYERMqYutkQAPiVJkiAIkGmCIEiShKvrxq4KVB75iAEMg2XYmuPHn/npz+xWe1XlvKTk5FgshsvAJhJ2DUcDAX2QFDXuHw8GQyzLWqwWUsZiPE9ccgnAQUBAwD5XsJb/olB55KMBGT3liEFkhSgO7Nu//rrrR4cGjx0/mpaSTLIMfBqNRHlZutaik+M3S5BkJBb7yx9f+OMf/9jd1WXQG69fsfzzn/9cQoJb4sVLKkfGxv1+vV6n0WgEBeqWGpcOlUc+GoDO1j/hf/W13zU0N0YngidONDz26LfaG+p/9tOf7tq7lxGx2ZUVa9bfwHEsJsaHXq8V4IpGYxjm1S1bvvLVr/p9vsTk5M6uruM1x8Z83h99/wdajhPFv0Ml0Lx8jP/1b59vb2tfs3zFnHlzExMT4fNYNKrKk0uByiPvBYokaYb5sGsxiVe37fntL56+blaeRqsvu/mmouzMVBr31NeFaw75Onp+89qW7LxZVZUVYDHkh13VDwV79+6Z8Psf/uY3H3zooddff/1LX3hw544dY94xc1r639UVQEYMy6674YatW7e+9OrmF/7yYmlp6erVq4vyC+LyhOf5q3EPH1moPHJRQB/VPzjY3d0NPdLMgcyrP8cKrgrFMPWNZ0aGx5xz7Pdu2mBw28NjPm00+uWFVSNm0zO9PYFA4ETNsWgsLIkSoVRWnpwePn+kUZ76J34jH5R2x6f+lc9e5SqBIHBRlBiaWbtuXU5urs/rA+NndVq/379///6B/oFYnAWUG55yVs6vIIgaXhSzs7OtZnPtyRPgIP3yl88uXrh4zerVs2fPTkpKgudh8sireGsfFag8clEQFAXP0zPPPhsOoy3jpp+7D+UxgquDMYQp6j9f/HNHb89XblxpIGnKP9bb2vbjN9992RvU2O2//+1voM44CXIEzeDEBT8WfzWj8vChQjEo9gT/AENP5LMFyVe3jZRbxAmShFt74Q9/ePKJJ8A9Cfj9xrTUnz/9NElRk+ShTJBP0utMGsGV7xDFQIPgoEBJiiRIorO1Hf6+/fbb33rkW3fddTeDGlaeeZsqpqHyyEUBUnb+wgXp2dnBYGDaSb6i3exFB/aUj8PRyMjY2O53d9Tv2uE/k2TVGeiJid7Tje2hiTs/9cmystlmm5XmWLAnsCklpASPz3qebzKK0chxLsE+MF7826tcDPikVvog7VEpC6coqr+v99FHvwMksnTlik984v7E5CQUrad8TWBxHpk6BZ9sn0mWkTGOY/kY33j69IED+4dHRgvLywry81etXn3d0mUMy2DqsOvFofLIxSHLGo02JS0VnON4T4VhH/Tjf/4FL/qkImKQ5RDPnznVyDKU1NG2uXeQicYypXCqGE1JzZo3fyHDUgQFJKIMj+CTcuQiiH8hz3h92ZVH0geb3M7m71jcB3ndacDNajhNc3NTU9OZBcuW/Od//VdaWhq4PCDQJqsTJ5up/2EzxqNR60rSvv37//zii53t7UkpKTffektWZmZKcrLL5TabTJO8q+IiUHnkosCVXZ7ANHH2n6KVQJ8zQmyou5cYGfrRQN9pmzsSC84b7vVFJU9fj8vlRM858N0M4X1NRWEhdUFRJQVF3/n2o5WVleWlpbIsYRLawzx+wHt0BgRBRIRYf39/Zkbm7bfemp6VZTQaNSyn4ziapHB80mu7hlrzH8Q/hYX8U+OfJopAkiVREHGS2BOVS+Yv+NjGTcFo6K0X/th88lSOjEtgMMT5OuCfpu5XBbJMyHIsFvWPj/u8XpEXCBKNOJ9tBBmbFhXntYsoiiRB3XXnneDXgJwjaYqmGQo1qAztrtLH34XKIx8ZiJJEU9Q993+saN7cWXmzUpOTaVHMzMpsa29fUFktKUrkmgZ4MBRVe/z44z/44foNG9auXcvR50aOvDcfyDJNQwNTIEInp2YkSR1VvUSoPPKRAY4kOlY8qyAvI4vjNAzDQG9pNhvnlJbrWI6amnG9Zp97tKaGF8rLKx7+1jfLSssYikJS4pK5FdqNlqaGpiXFR7yGG/MfhcojHyUAj2hoBlgDXssSEtw6TqvlJqW7+tDzfKykuLgMjYygdTLw99LbZHL4Qz7nExWXCJVHPnqYnoRWhlQnH3w1eBtA4jihbMoiXVsjQx8+VB5R8S8FGVNY5MOuxrUGlUc+wpCvbvj5Pz/UBvmwoPKIChUqLhcqj6hQoeJyofKIChUqLhcqj6hQoeJyofKIChUqLhcqj6hQoeJyofKIChUqLhcqj6hQoeJyofKIChUqLhcqj6hQoeJyofKIChUqLhcqj6hQoeJyofKIChUqLhcqj6hQoeJyofKIChUqLhcqj1wiZm5tQc74UMUHjJmZdaY3eSM+nLqouFSoPHLJOPuAn80/+WHV5V8Y5zfuTF5R8c8KlUf+UeDnvr7UB/yKpJC7spjMJX6Jd/gPtMUHiUtMuzxJ//KMvZynEpvPyB3+96By2sVwLfKIkjsSJwhckERkJTjK/0oShDSVr0SeOmzq4PiryUdQxgSSJNEmoNLkNssEGU+YhM6W8LP9qHzuReMfEVOXkPFzDojvV06gYi6aZ3v6OT7XEs7W9pzTZeSATV8FV9yEC2bhveDVUCILiuRFSUkEdf4h8owXuJI2VCJwTJx0RIip2z9bVRl9OJ278zyDxCf3rFY+xM/eI/wlZZkgUfZz+FAUBFFpdGmqEFRJkpDg43hudHQ6jk39ZNNuESqcxFAmG1GKZ5aQpi8MPx08CyLaGfq9k9WgDOMkykZOoEaRpYs33TWIa5FHSAwPCDFPcCLBaKbgGcLwkCSMeD02g1FP0jOyvioHx61xRrfMk2KHZ0jHae0ak4RyJuH9fg88hslGh/J4yjPPxaYo4zxM28lMakBG8Z5JtKepTT7PEKeAKyYkzXg701ahPnDidGKo6Vr9reQAXuBlsa6vO8rHyhLSOZK54N7J8QKgBcYCE70TvlxXIgOnnvvtzArIU9edvuL0jeBTX8+8R4VbiYFxX6dnkMKITHeildXKUycBIQRj4b4Jb4rZzpKUciM4dh7bKhnRgW76fB6JJJL1ZrQPtPI5heEjE+P1g70Ux5UnpXEENZ1rbyZBT1UJypZbB/rGouG8xGQbrZGkC/HrtYprjkfQo0kSJzo7eAJPsdhRcimaau3t7fWNLrOUEDIuzBAUwDg0RSpPpMwLIo5yThMiibWM9LvMDrfOgvQFS7d6hnlcTja7iOmUEJgiPXDovggJpVWSZVEEk0DKBbpTpfcjcCJeGfRkK2nfQBNB50tiKAEnCCaUgwVDhyk5nmTokwn04OJwEVEUKagYFEUSJBTGw/E4SgU3WbiEK4KLoEhKkgVRQNn2CBKnCGU7dUmhDklG2Z5wAsfPIyQ4V8DkXS2nRgO+0rRsGlUaKgN9vkyhq4EBYSjLlJLmEmoCRMxSNEszosJi0GiInOEGoZuHgyUJrgrNiC4kyrwknEeSiqSAayANgdLfTeXigSrCzfX5vXua6i0mo4aiImIUw7Uo1yaJ+JYGIhCi9b0diUYLy2kFUZRFCSojk9CM0BCopnAwC83OEB2+Yfj9Us12HH5ISSIp6B3gx2Xg7s709+S6ErQsI8qIGZTK4KIIDSlCBVADQc2BWCXRoNM3Dw90jA2vKCyzM1pR3Zd+Ctccj4Cd9o2PjY375uQXEUo/OBoOtA/2FaZnsgQpinFFEe+B8LAkNPf1+sMBrVab5kygKLpvZLDHP9o1Nmyz2iWK7BkdHvB6WgZ7k91u4ImptEvodHgcJ8Roc19fJBazGs0pTpcvGGgZ6uNwMjMx0UCznoAPdPrg2JjBZEi3uTQE3jU+2j0ywhBEpitRlATQ8xatfmxiXJLhCTb0B3wiJg2PeMx6Q7LdOREcj8jCgGdUTzM57iRBljt6u8J8LNnlsmvgrAmw1wHPiJZl011uLUUP+H0dI4NgrFCTmCDoOA769pgkjPv9Fp2JJqE3luPuAFhOU0/noM+ztmyuS2MMRCMj4z6r3gze3IDPY9TqgJ7ODPR5x/06nS7PnRwIBPo8I0aziUJ0g49FQwEx6g8EJwKBjMREu84U4qPdPT2BaMig1aY7EmmcnGwn5X/QaD1jQyNeH0lTSS63ndUSkhQ3UBLHR/zeCYlfM6vYQjI8DyQvhzGhub97Ihh2GUxaA4dRVGdg7GRfh8NszbK4BVlsHez1BwKJDkei0Qoc0j8+BmKkY2gwJSFxKOgnRdkJ7RMKRmQxSW/JT0rtCkHDygrx4eFYtH2gLyKKmQmJNo1u2O+N4bLf7w8KfEZCcpLZ4i6tfK3u6JH25uX5ZbT8IQ0K/fPhWuIRJBCgR4TnrDvV7U7U6SVBwMEkentsRmO2xQEdd1xeSzhKTA864FBbY+foqMloGBhov8lqGfX0HWxtstsdQUkEQoKnc/upYxazOSRE43mXZDQ8ghx46BUjMr+z6eQYH0kw2clYxBQN7W2qI1gmFA23BkZX5Ra/01gTEAWr1jg20HrjnPlCJPZG41G3zanFOCcfbRruBitdZixsGuqJyvyctNw3Tu4jaBrkE+NjNtocu1tO9AXGLTpDNBJ2OW2nujoGA+McxzU3DawqqtzZdmIoGLIbzcM9nrU6zsRqXz911GaxGBk2JEQ6PaOiKKwrLO/xjB3vaVtZMJsmFB0gIy8PLnd6pC87OdmhM8q8HBT5A33Ni7JLzJT+YHdzYXp2dGL8cF9LljsNTFFA2klu8g2KvoGbSudTBNM73rXt9BG3JSEYC/Tz3tWFc/e0nuz3TehNhhFP1y1Wu5syTOk2JHAaBjr3tZ1Ksru7+vrn0oQ7KQObcqJkWUi22452nHmzZu/ygtkOzhST+QNnTvaE/Cn2hDE+QONM//jIWGRCw1D1I522imWtfV2nPAN2o6W5pXZtUVWIh1Y9nGhyBiVewqTTA90yRV6Xmd85MOThwyBkQLbgitQCbgtL/L72xgAfAf7qbh1bUzoH6OlEb2e6O6HP42H1BuA46AbKMrJ2nT45Ggokag2ypPIIwjXEI0jIkmTrUO9ELFricoGEhreD/nEQFAuy8kl4ZvFJl4ZQesLhCT8wxYqSchPLvVl/eCIWaezvmp2dW56S/W69BNLlZHdrstu1Jr9i95naMPL50TBi3HeHrrt3dGQsPLG2bJ6NM8FnDX3tBCZtKqr0x8Kv1O7vmfDGZKksPaMkNefN2gOhSKRjoDfdnbg8r4zhCegeTw13wnMPvAZuQwyMXskzWZGWk2pxj/p8UL1INJrnTJifUzg0OipEY80DXS67XceQPQOjvqA/JsTykpOW5JZuP34wEo0MeAatFsO6wgoWGFISGIJ85/TJ7pC/fbjfotdrgJ7ESXsAFR8DCLzJYIQmIlGCOkxECW8lJPCR2yRBJx9DVonlJLq1IJoYc2Vadl1/B3wER4DnomW5NcUVoyFfY09Hj2dkYHxs3ez54EPsbDiGzfD8gK6FWLSpv7M8O2dOau4bJwRw1abHd+C6giQ5Of2Givl7T5945eieJaVzWILu8o6sKJ+XYnTgojAQ9NIYUZWRl+JwbDtxyBsM1A90klqNhdN1BLq7x0d6PUMpDuf6gup9TbUxHPlyyoAsDi5YDLygybkaqLZMktSwz3O6r2NWaircbetAXzgaFISoUa9ZWVzWP+IxcVpgDV6WTVotw1LhSIjUGYWr/BD/s+Ia4hHoayf4aENfV05yqoliJVEG+6zr7nCbrS6jCRz3ab+dQGOrhC8UAKXtNphGJsaDsViUj8Ej5zJZRIH3B4M6o9kXDRclZlKYPB4K0lrtpMidGqPjRZEiKQ3L4uClk0RYEillkIChaY6gokLMYjCmWV2chLFoEEMGyzQajRzOIE2EC8psCQWmBkpbojDo860GS5rFncAa3QmGCUk06vQ5zmQLrrE70wb8XvBGKJbWkPSCvCJ44nUabY49ATx4jiCgw40JET3LoMKR8eBuk8WlM+46fUKK8QvzS0mZAJmGK7NPkyOVKCkdYjHQbwo/gm6jYrIwHoH7EPJT0wmWPdLc2DbQubK4Ks3sEKBUAo0syGg4Ek+3ut2sYXzCLxOULxLUa3UJBnOvdwQYTTo7DouYHfRCRBKTLHZREPzhkMt8TkZNXqmTy2i5uXrZmw1HantaSpKyoKIasGMJOA7En2w2mNNMLmggkmB5GQ2v6EmakLCKnEKryXimt700IQd+o4lggDUZlK4EDYCEohFQUjKarJEIeE8qU24xHn4h8F5ZnFg4qwgcRvgB0uwuI8WaHIlIporQ14BjhFoHzlKlyDSuIR6RCPlMfw+t1WQ4XPAcwIPTNjoUEYV5iWmUIM/sWFAPhckGhg2EQjX9HV1DA/3esSqKFETx1GBvA7DPUG9icqqGJlsHuoMT/pPdbaW5BZIy9RmfMoBH1G4y82383jMN+e4UmiBsBv2p7tb6wR5/NMgLgktr7OIHeDQOifE89I54ksV2qKPZxmq1NGvS6eHR7h8bOSARx9qbCzKzoKvneXjyJRLMG5wqOE/AlKkXeLglI8s59CYNxWS7EsPhCPLLRJkU0bQ2D4+/KKXYnDvqTxzlLE6tjqNJl95Wmpz19KE38xMz3Aaz0jErs9rAebKsYTkjq+sdGSm2JRO4xJAEXBv8rPFgqN0zWJqd2zc2oqXp+cXFbx0/PDzhy7A6QUSMBwPgYqQY7ZIswh3FcCmGyFRiOXbM7z/c09bW1zkY9k9NpMQ1ByEzIIWkU32dLSLerPibSBso8zkyejrx8VDIx4+ZNByFERqMdOgMDE7sbqorS8nkSEpAI7PQLjyNk7wgsjSdaLHzGJbudkfCEQ1JMRR9aqDPH4wc6WmrNhSD+9Y/OnSIoo60nc5ISYb2AcL2RyM93lGLmTDqtTatAX73VKsrHI1AHQXQXgJOiKi90ZC8TNI0NTg8JgiSUadT839O41rhEbCTMHR94VBRUqoWBSWgZ2BiIpDlStLTGlEQ43EH00eDDToMpnxXcktHW6LLZTcUmBnN7JSsox3NLrP1+lmzXRqDO0W37/QJT1SYn1dsM5oJSSSUQRgMhSnIRkYzP7e4pq1pr6cu0W6vysorSck62dkKplqalWfXmdKsbi3FQs+ZYYEej8tItgfCoRMtZxiKmpeTn+9O3n/qZFdssDKnEEydw+lMZwILXIbKRuI/zeY2sFpcCVvRMNyczFm1HWd2DY1a9MaKjLx0W4KW4qCXTrW4bKwuyWydSA2f6mptIcji9KwEo91hNqY5XLMSkzVKa8RvXonLQBNDBWmZu5pOnhkZyLW6tDST40iu7+10mC2L8krsrC4wMdHY3wN+WaY1Ic3qFATewmkNBNfR3W3L1dl0BjRzKooGhkm12NLMdq87uaW73WY3C2CRM6bGgRyhzy9Pz65ta7JaLIuKys0aA/T2BDYZAwLsEIxEaztbAnyEo6k5WXk2Rru0sHxfS+OexvpUu6swOTXLnkATJIUT6TaXkWTnZuTvbzm9r+6EnuUqsvLmpOfvPl03HJMX55Uk6q06juv3eNr7+kuzZ9kNelkQNTSboDG29vZYaE2G1TE3M7+mq7V9aNhlMLuN9mSbCySVQt3KVDFJDIT88CNmORPsDCeJanb2SVwrPIIG0jCiPC2bpWgczYWgLr0wOQ2nKFlE3fF58aZKeBkxLyt/dloOS1FIZUhYotOcaU8CpUDjBLjuNI4lzlkG6hq0sCAhCTBzRpMS5UyrO9FsF3iepgitTJYlZea4UoCvdCQDj+Ds1EwwKgKTS1MyQI2Dc7E4tzjE5wEvsHAJjHBULAbGACdIVMYU5qTnwsGCjNwMqH5hSjopY2I8HkqS0gw2Z9G8GC+A3wQeBhgNcv1FrNCdgfp3CavOLCxOyeFlgSNIEBGnBzpB+2Tb3SKiv5nzJyCmRJAYgYzcvY11PQ7X/KyC2cnZOQlpUCtS8XQwrSXVniRJ0P8z0HIxUTDrdOvK5oF3hBOE1qxxW+yYIDg4vT3JGAgFwDFx2xxdIz16ijazmunwURTZJUl57uQsu4siaJIgo6CHZsymQk2cZsvy4go+xoOHqIEfi5dSTc6bKuw8H2MJigGhl2IEtxB+sHnJOWianCBWFM6JwbcgRjCC1OCJc5agKV6ShAoTOHFT+UIZvYXfXyB4zECyqwsqo7KEbk2Qs20JCRYHujWSoiU8PyFNQp2K0sgEfqq381hns8vlLE/NUqa/CTV+JI5rhUcADDJ4Jt63EMj3xzkUlopdIDAxPkggK8cQDJwQj7EEo9UovROhhD7CPyxOo0hKESlwaSomdaoMFMKggUeN5pToCxQNooXSFK8H9BELSlkxKTSogCEWAjvUAsWgS6PPQYOAC04IaPII/H5aJqYqi0YWKHTWWV0dUwJMWBqNJsMDTqKpI2W4Rp4aSxRFPUFJBB0TY229vb5QaG7mLBPOzLTb6ReEIBa7Uu1aoz8UlJCbIRtQ5Ai6ybieADMDrkM8gJqCgKpw8CUJlwZChOPRlDqDbo0IYdSwzx8MB3FCLs8oAGdEEiflj6gEpEHrsdAs6E4lFpueO1fGWZUGBUFE0KysjDQrQzaSFv6lOCV+RYZ2QC2GY6TinEE7wrcczaGbhmaXZBqHbgDkEVQGWkXmcBQEC5SBGkn5xeC3Q/GyqM3R7cABFEkpPxeKhSGnBmzg6jqtdn5BSbLFxgKTS+dI2Gsc1xCPQF+JBkFm/PbyhSNHz8ZEKoY19d/kKeiliJ/zdtLXv9BFFRdaRtMY8fB7fPIUZRJkOmR88qoydvbbeOmici15MkpVPqdu50bJEvFxmam34lQ0nXzWiVBKkIBuqIq0XGVokVDiZc6l0HgEvRI6nmS0JRutKIwNE+PT2md5C9VtsuLxOFBxqkpyPCI0HhsiyXqNbn5OoSQKYJwKCUjTbEtMHRyPSBcuZJaILNFU2tR00tlmP/ubTMoofOqFwiDTJYjx6uC4EoCqhPRNlY2dLW36asrCh/i3Z9fiTF463epAnC4q+kdlkRm4hnhEAc6wDFoMIknRaJSi0O0LgoBfgWcCBDYUC4VPf0IzNHwYi0b/0fG591c5Ein5c6Y/zn6l3DgOThPHxGIxNAV+oRZA0aWKrsKhKLgRRaD9w9VQwscpmhVEBBRki5azSOcVdLEWOSe4/n2FfaGZL4YGpQHu7HRrvL9fXJTUAZEL4xrikXh087Fjx1paWgqLAIVnzpwReGFWfr4SgP5BrpUAG+7s6vJP+AsKCmTFbkdHRt56622wg5UrVzpsdsVE/w5mrr6Z2YFf7OBz3spyJBJBfEHg+N/cGnxLs8zQ0PCOHe+mpqZVzZ2Leml55rqcqVdKOMngQK/T5WJYjTwVtI5Na4/JqyOyOPsBjk/rLDTuwIunTze5ElwWuzUcDPUPD7vdboZhJDm+nlg+u2QGyaD4iWc/keOq5H39PDgBLpq46613GhrqlyxeMrusDFr+gtyq4nJwDfEIKJG9+/b9+S9/SUtLf+fdd7/0b1+qOX48GonAswWPVYyPiYJI08g3xhSRwgsCyAeOBZ8dvoV3AugXtMSGQOB5Hv0r8GguVgF8QqPzJ5u0rqG+q7u7orwCKXZZohlGo9NufvXVguJit8uNemaCgOPRIhRBgPJnVnVyIRlJQXnwKibwMtSNQo49+CNwRagtGp+g6XjdoOYEiUoDs1FWtEiBQOB3v//96jWrM7OyQHmB5aAxUeXbeD27unue+N+fOB2O0rIyFFdKItGAKzcOb+Ee0aJWuFmGjk1MtNbV2Zct4cxWaAWMF9BALxqIwXARrfQRkcsIH6AiBAmpfppAi5IICgkiTECBMyxNoWUDJB4MBZtO1rnsdtqgl3i0ghd4hkB8pwSJxVCzoDl5hYDAG5JFcXJt/2TbnOM+xkXfe5AyQ9EdHR2bX9m8cuUKp9MZj6O9EvLzGse1wiPwoEei0bffeWfRkiV33HzL4z95csfOnQajEfqmt3fv9HrGFi5caLVZW9rbj9fUCnysorIyJycnGAq9u2vn+Pj4vKqq5KSk3r4+QRTgufT5fMXFJeFwKD09Q8tx44HA4NBQdnZ2V39v7fFaeFhLS0tlxXvas39fX1/f/AULkpISr1+54khNjYhCqZHhxQRh3/79Q0NDlZWVaelpYFIzlo/KFEUP9A8cPnwYzB5MPSUlGQSOwPN19fXpaalQPY/Pt3//Priz+dXVdrs9HIvuP3K4v6/P4XRUVlQODA3uP3QwNTOD02p1er1WoznRUA/Iys6urKyI8Pxzv/utOyHhq//2ZRTNFY16RjydPd3gyaRlZBqM+vHxCZ3VCqzgG/MCa7AkGRzzdrR2WS2W5NSUqCC0tbaERj0mgzEtJ4vTaPzjvqbmNqiqOy3F4rR7PGPguvR2d9scDofb1dnRSWG4RqNRzFhmSNI7Mnzm9GmX2+1MToSPejrbvUMj7qQEV3JyaCIQAbIJh0ZGhtOSU+xup3Bu7PlMFpiYmADiNpvNKARXcSHP5wgcrZoxm0yLFy9xWG1AqVf4QbtGca3wCOiFsdExj8eTmZkJb4uLi/fu3cuw7LZt20A1tDY39/T13XX3XU89/XRCQoLNZvf6/YIk/enPL/b29oEoOH7y5Le+9c39hw799a9/yc3NbW9tDUeiYNI33rh+SfWC1/e+0dffr9HpfvSjxx0OOxBNR3cX0Mr2t9+Gz7t7uutPNTzyrUcERdQo4/xov5NXNr/W2NhoMpkOPX3kq1/9msvpkPnJfpWm6P6BgSef/DHUxGIxg09kNpse++EPoMKSIGh1uszc3F/95td8jA+FQi3tbQ89+NCf/vzn/Qf2g9Ta8uabWr3hrbe2Hz52dNzvn5WX99nPfc7r8/3m+d9Alfb97rcETZmMJmClbz/yCI2i5EWw293vvAvaRK/VCdHY2Jj3TO3J6hXLY+HIycPH8mYXj3m9B3fvpVlNvWd0/R23QVudPl6XlZMTioQFTAZj3rn9bQ3DwnUDEwGj0bBj6xYQAiRBdne0L1u32js+1lRbt2TduhRTJrhaw4ODY94xkqTOnDix9tabhgYHT59ssNodR3e1LVm7yj/he/fVLTa3y+f3814/kJ2E9jU5SyVAHPBrYgplQAO+9tprVVVV0A3o9bpwOHLe7w7UDCwD/4c2tJotV+txu+ZwrfAIABwVNCupPILwJIKyCIRCDpfz29/61t79+7Zt2x4Oh8HOwTJvWDuvsKCwo6vzrW3bFy1ebDIaX968ube3NxIOGw3GL3/p386cOZPgdoNPdOTI0cLCQpAVN228aceOd6H3/Y9vP/rnl1/q6+sF0jBZzF/+2td6uruffvppn9cLrs3kMAdOjI+Pbdu+LS9vVmpqKjBaR1t7ojuBR8s+0CFgKgcOHAC++Pr/+T/gzoBbBFcP+P133X03aI2W1pbW1pbDhw5t2LDR4/XW19WdqDtx5OjRBx/6IrDG//3P74EDtenmW5qamm69+WZwrFwu959efBHuDhRWzbGaEzXHs/NyjWaz3eGATpxE88QSD/15lM8sybImuru7u9AKRqgGgcsij8Gd8EJBaWlRecUbf31paGQUDVRHI1qOycifxRr0xw8eAj66/oa1FMuCizHh8/HhSFFVaUZeXk9nF6fVlVdXjQ6PgEclK+t0RCFWOXdOVlH+1r++5Bkeaq49Qcm4xWHtPHNmsKeHMxrggnOr58OPFAqGYnJ8lgXNWoEXE4khUQkkCB/Nmzu3qKjo+tDygwcPwu3PnTdvflUVwzDTwx/wKzc1Nz//2+cNRkNiYtKljEmpeH+4VnhEliSdTseybDAYhLcTgQANnTvHLli02Kw3xHgBjBu8g4cffviFP/zhu9/5zm23315UVIghaUDBo3nfxz/udLpARixdssTpcIK8h/4WtPTTzz4DCgXsCg5+442t5eXlwFKjoyMxnocnH7yhNJe7raON5Rg0toI2ASE4jgO7iKJZG4zlOGCue+6+Oz01jedjpNLTwrlwIaih2WKBq6MoBpwAG8jMyCifPRv8o7Tk5Hf27OJYDqpnt9vuufcefyDAaTUFhQUjIyNjvjG4TbfbbbVY83LzMlPToARwFED4+CcmVqxYAebXM9AvE1h8Uy9JFDUm44oN6+sPHnntpZdKF8x1uFzwLcWSofEwHwrEZN7odGQXzMJoUtk6TC4uK2UY+tjBA6fr61ZuuDEWjRhYjtIwvCThJBGTRIvNmpqRrtEZsmflS5gU49FoEAt3hyaweHtiQkp+joCcO0Sa4NCZ0KrlSGFleWJq0sDoWFJqms3lBNfOJKN1cWgvlfiPiEZccYPJCL+UJIkMy9EstwiUiMHwgx/8oLe/b3ZpKTTvNF9At6HTad3uBI9nFK6L45w6vnqFcK3wCHjmRqMROuQ9u3cnutzbt2+vml8NeqS7q/NQzbFXXnnl+uuuC4fCfb2999xzD0WQ777zDjygudk5dqu1esGC0dFRsBxBmfuUJRF8gZgk5+XmOmy2n//sqe88+h2H0WwzW07W1hqNppdf2lw9v1oUxL6+voO1NX/43e/zZ+WDVY+NeUKBQGPjqWR3gsViyc7KAim+eNEiDxTOMjRJ1Z4A1G686SaN1VaQX/DTn/5ky9YtKWlpUHPoY8ORCJJUkhTDZeAdl9udmJiQm5cXCoWBenxeH/hoJ0+ebGxoBIID3hIl8fCRIxRNu5zOosKi+oYG0DIgqTQcl5aaOu7zdXZ1lhUUC9Fo0D8eDgTmVlXRONbZ0u5MTALG6Wxsam08DT5IIU5EA8GBrp7h0dFAMOBOShzoG7CYzEuXL397y9aBgYH09Ix3Gt6wHj1udTgorQa4ISbExZ8Sq4F2c8Jj0ehI/4DF5aQwPBQI9vf09KHhHiEhNbWvv08MRLJzcsLBEEEziN3QWLESoCGfs+UYlMZR9JIFC5XNnlBwTU9fz1/+/Befz3fnXXfOmzfPpDfMFB3wOikxCb764Q9+AAwLdVYj2a8QrhUeiT/TN65f/+yzz37/B993uRNWr1xZW1d38vjxX/3qV5Xls2/ZtAl8hO3btgcDAaCJDevXu53OW2+95Y8vvHDo4MHEpKSUlJSMdBRjLqMtS6X41Oma1WtkQaqaOw963A3rb/zZUz/bsX37Hbfd6kBwHtq777lnns1IT7/r9jvAOkAm5OXk7N2zFx73NWvX3nH7bc/9+rkf/fCHDrvj7rvuol0uYDHwO25Yu44XhMrKio03bnj55c2ghtbdsK6yck55aZlGowETA4JITUm5cd0Nr2/Zsu3NbXmzZt15xx0Lq6r+/MIfq6ur77njThontJxm04aNwI8tzS0gWG5Yu7avp+enTz7JsSzcWtWCBaWFxUBwSf/+706rLeoVGutOCcGwIAn5ZSU2m8PmdB3edzA9I90+L0FrMJhM5uOHj4IWmb94sd5q7T5e23GmicBkV1KKPSnJZrYWzZ3TUFuH43j+7LKMnKyk9HTwcSRllT7iApwAjdPS1mZwu9wuFwiK4wcO0RQ9d+FCTm8orphzaOeendveAbk4Z8F8s9HkTklBLIJmgM+fWQFBwUejmLLDA0nTvjFvYkLCvXff43Q5wRtSxqrP/92BQYDNwIlDYbeyrE7WXAlcKzyCKfo5weX+2le/Bt0XCGOSIqsr51SWlkHfZzAY4ZkH6fHVL3/F7x+HHttkNEKvXlZSApIkFA7p9XpwOqqrqtDGpeB3KMMYsWistKSkrLgECoeDszIy/vN734MnV6vVxXgQDVjxrFmiJIHqlpUDaJr+9Kc/jeLfwHmJRnMysr79rUcCgQmDTg9fgdxYfv31SxYv1mg4XgmNu+WWW1atXAmXQ1cnyTvuuANtz6hsocjHYuBhVVSUR2Ixg8FAk+R999578003wWsZ7bIoCFDa0mXgB0HnDqoHvKovPfQQ3DhwmVajxQTx/o997BfPPPPw179+z113LV24ZPHKFVABmqY4FNYhVy1eHKuKgY+gtJxcvfx6gecpcAUZFkREblFhem4OWK2GQ3H/YYEvnj0bXBiQYFA+VHX23HlQSUGW0FgUCoaV51TPF+bw8SnzRatW8jEB+BF+gmiU1xtM161bFwkGkQNJ0xpMttrsM/ZyOScSbTKOFQXA4lClvJzcksJiINaoMsJ6QYaASnq93l8+++wN624ACTmpklR8oLiGeARTqETDsrqEBEGJsoAnHh5dDHk9YjyyAB5kp8MJ3RaYBFqUIYjAKTqtRkRHoKgKJfx8MrJ7OtYKbbaqqGhQAbKy2Sp4RlAIq9NhShBkfKwQUwZQwVSU7VolqAwYrdbuUAI+FIFD06wyVEkohUI5wAtK9ZT9XJUd7Se7U1Q3Qa+DP+hbtOEojpuADZU4UZogUXC3KJpMpsnTRbQLkcNqU1apoKAP0ET/9tAXjxw5DCQFH0BTGPR6Ob4OGsWvUlotPWlvMvqWplD4e9yzIwhSA2Sk3LioBKFLosyxHM7hk1aKk9iM3ZgJZS9okmUUdwWjcJLSoO1dRbSdKhFfbaTV6eFIpSWVDVYn1+Dg5/HI9KtpyojG3msqF+jbneD+7Oc+e+TwkUjk/NkcFR8Uri0ewbBJq5sOjpx2p+P2qRi0RJx7vCRhZ6M4lT3KzoZ5nNuzzXTO8am38XPjfr44taEgfrbwqRQIihXNLOFv305fOf4ChWbi0+di581HyFPbR8cvh1apzHgLNMSQ5LIlSwUF593LzE4bP/sWj9/JeV16vDLnfnh+xMd0vOzU63PYQJ7i4vhrSTqPRM7HP+qbzC6bXT67HAW9XZk1ECquOR7BZuiIf+gUNPwHnSfacT2uSrAZy+IugL/9DtkOilGlkHnz4iVnX3qvWr3Hjfzd20Qi6xK6aCXlzvvBNC/Eq4PHP1CW514A+NnPiXOdmL858FKJIH4kNIIQi8VDYlUSuUK4Fnnk/QG6YQEtqKdoZb3K+zAtkiaHR0be3L6Nwon1a9ZaLZZrLKLhQ7VhdUjkSkLlkUsFTZBSMFb7Vk3RwiKj2xblBfD5MWV9B0ESaDxlaiQCjR+QhLLu5OzpaGEORb3z9lvNzc033XgjzdDqrnwq/mWg8sglAeXBwoigNzhY256WnkxpdBRHxAJhPiSFxoP+/hFXTpIgijqLiTJwEs/7esf0DiPBUueMIyh+xqy8vIXVC6LRiKwuQlfxrwKVRy4FBEVQoYlA7bZDY3V9RwLb9FnOBXes8QyOHP3VTmuywzfkEbzRSDTMacwlt1f2tfa07G6Ye+f1aEBgynEBQiFx3GF3NDadCcWipKpFVPwLQeWRSwFagMJpqYIFpeGO8aKV5eYsF23lYp1hjOfLb14UCk9QEgnqonbz3tyh/PbjzUaLmTFoeHFySlLZjEt6dcvrr73++qZbbyHRvCavJodV8S8DlUcuCRImUQxpSbBRFo1tVpol1RxTplnTC3KM6XYNYSRFEhcJysqe/MvuoHes6ObrRfzsxqfxHPdGg0Gr1UQjkcmJA1WSqPhXgcojlwgc5Y+i8Bgf7K9vw+U0zmICdonyIVkUCHgh8yyrzVhUtvv//alwcbkhyxUTo9PxmGgoBMeXLVkaCAYbz5zBV61W0oCr4yMq/kWg8sglAsWBagxc7vyiMwdq+9s6y29YZLQbhWynrKQDJpVA7vSszJa8rOSKPJzGsNh5u4mCPpEGBgYtFgtHM8p6X3Wth4p/Eag8cklQckFgvCTmLSlNK8sVZJnWU1rc4EpL5JUceqSMBUa8rQcajAl2e3FqTPjbYG3EGjqt9t133zUbjaBNTEbjNRY/ouJfFiqPXBLimaIkJXkdY9bSKF822nNIIJQ0NqQcivGNu476B7ylaxdQWooXeSVfFYbPiO4WYvwKZcGb1zMmnLshqwoVH2moPPIPAQ2OxvewwGfEnYPLQ9NU6aoqmqJxhhbQRkTnJKmKA6jHaDDee889krLZ8hXKd/ERwuTu8/9MjfBPWKWPBFQeuXzgynJWQtSQMbRKBC29veBjiCtLWiKRaHwfsPOOIim07uZylrRTUIKytA9t/U6RVyjBAlokhJYIochdkkIbA/xd7wxXIM2Mu8NxRtll8lI2Xo7PdsXDfwkcR7vkK6UBEV/wBuMLo9+jQGgoKISPxeDniO+fBq/jeQE5lo1v8qDuLfAPQeWRy4E84194tC+WqPFsijxc2WgUj69Vw89+CmY52j+kN5pYjSaeA++8BfMXywA1vXAZiu1sa9PrdA6HIyrw/cMDJrMF7b04M0HfdHlTm3vMXNk882awi6+0FSXRMzxsNBpZhvGO+8CwdXr9BY+dxuQqaoKYWpyMAwEdrzvR09U9v6rabDHPNPu/XVuo7DaANkOCP+FotLW9PRQKOez2hISEyb1IzkVc6F1MUwCJeH3egwcPZWRkwKUPHzpcWFSYm5MLbDI+Pn7gwIHExMTSslJZWeKgCpNLhMojl4OZ62fkqWzb5+SMxCZXrSp9KYn+xKeB4S9BkvFVOaBEoqLQcOJEfllpmsXMizwaPZHR1rAEmh6WUcerbPtBUUr6XrSBiEAoRWEUGT+AJHGRD0s8pWR9idUfr6msqjKbzALKbiOgNf9gQCh/DVwT7f9KkgRUmYI6oMLEmfcj4RhNUmw8OY6SbS+eKIdStiCZCIf+58knS0tL7rvrnld274arb9q0SakIJcsoSyFK+EmScKKSVhyH16cbG0+ePHnzpk0kSQmiwLDMK6+9tu2t7cuWLCVpChiCYmiKQI9iPIsQSBVUMVmKRWPwesfOndBeK5YvB53VcLrxqZ89lZiU1Nfbc9ONG9esWQOHQfVInADBAhIlEAi89NJLy5cvT01NhdMlTKYZGq6LK4VDdYaGh5544sc6nS531iyW48bGfT964om77rxr2dKlKFmPIDz97DPXL1+ObkrJ24qyAinJwK740/RRhsojVwU42iMe7Uva2xuLRKEjNVktXt+4QW+Ar/yeMZJlSVDjgVBLfT083AmpyWAVg739I8NDoLSTM9JprUaMxjpbWkPBoNPlctgdgZAPFNDQ4CCp4ZzJiYPdAxRBas3GKCYJKNOtzPsnmoZOaA0GV6IbCGN0ZMjT2+90OKyJ7mgsxgf9wEf9/QM2m83hds/cOARseMzrrak5BkK/srICTG6grw9sqb6hISUlOTs3t7e/7/CRwyuXrwiGw7FoFEinvaujvq4uwZ1QUlIyODgIn+fm5oyMjHi9vszMjI7OzsOHDy9dvNhgMOgM+mO1x1/fuuXzn/ns3IrKSCwKpNbV2dXc3AzqKS9/ltPlbGvvaGhoSEtNLSgsjPKxuoZ6QZIq5s7RajT+QACa7itf++qhg4fe2LKlasF8k9lUU3t8cGjIbrMX5ReMjHn2HTyQnZcLhwGfcRquu7f39JkzQIKFhYVws7987jm4xEMPfRHoDvj8M5/8lCsh4YU/vgD1TEpOvvXmmzMyM3784x9nZKRXVFQCBTc2N8G/eTm5Suig6uxcGCqPXA3EE/0e2n9AjvF6owG8D1bDHTt8uKqqWqvXHj1yJK+oUOb5Y7v2MhrOOza2atMGHpP2v7szLSU1RFPO5CRKZA7u2Okf94O3Aj21y2w7umef1zPG0HRIiK3ecKN/dKz26JG5CxfOKi0RCCEaCO3bsZNmNOP+8Rtuvgn6/P27dtkNppb6U/OuW8zpdNteedWg0QZDIbPZtGLjRklJtYchcUSGwuFfPPMLYIhgMHi0tuYTn/jET59+yjvqAULx+ca/8rWvZGdle0Y92995G6yK4djWro4nn3wywe3etv2tO++8E1yeJ3/6k/s+ft/OnTvBZYjEYr/9/e+aT5+B2s6bN+/+T37izW3bCvLz51RURKIRiqaP1Bx75hfPpKalgWy592P3Zmfn/Oypp4Bq33r77fvvv290bOylzZtBNJ1qbLzl5k16YF5lu7bKuXOgnMGRkTffeuudd95JSk7q6+n9wuc+v3XrlgOHDg17PAX5s77w+S94u8Yff/zx5JSU9ra22267Hdit8XTj//3ufzAMHY2goZkIH1u9auWRQ4f2799/++23h6ORitnlUM/de/aWzy4H3+2VV1/1eb3/8d3vMgSlLtG+GFQeuRpAvowohiYmGJxMz8tNSEoc947hsSjYLkqFCX2yJEZDoYSU5KpVK3ZveaO/q9OW6A6Hg3qDLqewiDMaOk+fGR8dWX7jBq3ZirZFFAS/b9yR4KxcOL+ltZXl2OKK2UOD/Wj4E6cImYgFwylZmbOXLtq5+XXP4NDw8DAeDCcUFvb19va1tGcVF/j9E7PnznU4nf1Dg5O7oSn5eRmaqT96dMzne/Q7j0Yikf9+7LHGpqZRj2fenDl333XXYz/4fl9fv06nve32206erDMY9Dm5udu3b+/t7V21cmVnRyeY9HcffXTp0qVff/gbixcvuu666yiSXrN6tVGnB1JIcifFeB5EypyKSmUMCIdLbFFkxafu/+T/PPE/vCBsfWPr6OjIqlUrQaGAMX/iYx+H0oBHbrv11iR3ArCAsqMa2mqboqkzZ87s2bP7c5/7bE5O7mOP/TdUbP2N61taW27ceFNJcTEw2q9+81xpaelXv/RvT//yWbjLzs5Om80Ogg7cvfjYkCSIIHMyMzO7urvj28dBKxQVFW3dvi0cDOIazd233yHCtfC/M3Z7jUPlkasB0M/gnlx//fU1h468vfnV0rLZ6QU54KszFAVuvRSNwRFaoyGnOJ9mWZwmeUnOyM5dEhOOHDrS2HBq5dq1ymJizmTU8cqAZUSSDGbjrPx8nclcVDpbRruxypQygEIQuCQIBpslr7RYB2qBQgMh0UiIZRm/fzwzNzspO4vnBbfLlZKZpdVpTXa7Mq8jswwrSWi8xuvzGk0mk8Gk0WjAEwF9lJaWtvy668De9MouqtFobHZZmXfMu3nzy1lZWWNjXp1OPzA4BKZbUFAAJgcehGdslOM4IBoGpzKzsjvb2udXVYMH5J3wKwnblQ1ZSNIDpOIbv72qmsSwQDAIFfF6vXq9fmhoGFyqkpJSh80GVwcfpLK4FFry9OnTNEFoOQ78O3BbxsfHQSWVl5ePjIxGo1GGZZOSklxOV1lZWWF2Dip8fHz9+vUkhk9MBFwuF9pgFzs7NHt2f8ypNPL41D6SaNyKQDmHs5QEjOFw+EN5cj4qUHnkagBNNEQiUZ6vXrLIZDA0nTqVnJsejUb6+/qGR0e62tqLKsvDsYjPOzYRCPT19ly3apXPO26zu9auW/fmq682NZ/JKS6oPXToZE1tYnqmTJA0x/CSCH/l+NyOsocSz/PjXl8gGJJIjI/GAmO+ke6+0aHRigUL/JHoOD6aX1LCx3iCYUAZwZmCJArKxss42odJePXVV1JTUsF6MzMyt725rabmGPg14L+kpaScqDkOOgJYJhaNiqIEIgIsbu3aNb/85bMTExPFxUWjnpHrr1tGokFVsr23+48v/PHBLzx49OjRl1/afMctt4DZDwwONjQ02O12q8PudDrqGxrWrFgJl+Y4FlTAsaNH21pbd+3cUQpMlF8AHseqFStAm4A18+gY7vSZ023dXUZlJ2oQR7W1J7Zt3w4kmJ+fv2PHu+CSHDx4sK6uLp7LPRKNnjrVAAcTyq7RR48eGxoaeu21Vz/5yU9WV1d7PKN9fX1F+fmRcAQIAxwr8LxaW1tLSkpINOqMRMeJkycdDger0QABgdoKBAIrV65kGEaVJBeDyiNXHDjaPZ2IiljdyfqQzwuuR35Rod1kcSclHTyw3+l0Fc4uNWi1ZoPpeE0tUE5JRUVSenp7c3Pd8RMESlthTMvKtthds+dWHT9WU19/KiM7u7R8tsPlZjktJsq4kjIKZcN2uDpa2ww2W3Zujt5sPnbwMCbIZXOrTA5XLqc9uGvPu6++STJUcWWlxWxyJCaC2StTEjJUL8YLu3bsBDOrKC/PzcpavHDhb557DohpxcqV8DYnM1On0cCxubm5dpt1Vm4uvAVX4osPfTE5Men6667vaGt7/EePswyzZu1a6M5zs7M/9cADe3bvOXL0yJjXV5ifDzrlZz//eUFhwX333b965aonnnhi34EDixYsBN1z08aNL774Ylpaen7eLALH169d293e8f3/fgy01Lp169ITk+dXVZ2qr3/sscdWrVqVm5ND0/RTTz0FmuUzn/lMVnZ2WUnpM794BvTR+nU3ABHoNNqVK1a8sW1bzbFj99x1z9q1a3/1q19lpKfdtGGj1WzJSM8omJX/8ssvZ3z5yxyLkhlCaa9uftnr8SysrpYlCUTZwUOHao8ff/CLD2GKYqo71bBt6xtz58xJSExUeeRiUHnkagCeP5ZjqxctDIeQGtcbDAIulc6bl11YqNNqoROHbrZ84YKCcBS6U3AeQnzMnZZqczhjsSi8pRk2Eo1llxYnZmVFIxGthoO+cXZFhYzjKAZMmUeQcKyssqKguIhA2S/x6qVLo+EwC7pFp4HSaK1m4crlMf8EShDDofSU86qrQbjHo62gECjwkUcegW/BO0CpczbdDEYOLxxOB3x7+y23gEWBma2/4Qb4sKiggMAJkDwPfOKTwDUUSX7205+FPp9maIvZHIvFFsxfIPD8/OqqstJScLXgpj79wKeHR4a1Wi24VyUlxbfffvvzzz8PTsoNa9farNZPP/AAaJ/NmzcDK4En9aUvfRH8GuTHmc2RaCQlKenhr38d3CuzxQLu4X9973sgjkwGI0WjnIFfULKg22w2tJJSlGN8DNhn7tw5wNc2mz0nO6u4oFADLplGg2SULH/m059+6n9/9u1vP3rfffc5Xc7fPv98U3Pzpz75qZSUVHCpXn75pb379m3atAnoCW6BxvCioqIJnw8KEFUSuThUHrlKAPOjWFav0aJwSVEiZJzEMYPJKqL8kkp0CYUbjFokEFBqYBTboTUYtLgRHYDS1hC8KLN6HYe0PUqphyvsg9JgKOUj/4YiGUYHCgXl1WAoDWMkZTRPhH5jUQJvn7NaULCJYg8Eef7sg9Vqnc6kA75GktutJMERSBkDIountqFolIUb5QlXckfAC5KmJaXwtKSkeGoLmtNgyvgl3LJeqxWU3EAMRWUkp6CkoqIIBLRq5crEhIS2tjZeEJuams40nQkHw1VVVQUF+eDuAbEmpyTHM2Ugr00QDZzGnJIKzhdc16TTxyODpRhKSMYSZKLDqcTUEjLajEHGZSnRCZVX8myIkstmUxIGyVqGlWKC2+b46le+snP3Lrg1cG1SUlM3bNyYlZnF87FoLGo0mb744ENAf5KgrJ8SeBAst9x6K+gmXl1UeXGoPHLFcTY0Aww4PhwRfzsZwz4VugpGi8XfIh7Bp3NSKfkakP+BTy3tUUZElHC3s9GWynoeMB3lI2W4BGW0mRGwOjN/DfY3mXeweI6rGd/yM1YSTuv5+IvJEHXl/fQLXhlqmVmypCxGwqa2g+OnDobT+VispLgY+nw+Gt208aZAMAAyzWg0iIgeRKU8IV5WvChRwcx6ghZDIa4KyYrS2cDTeCodqPx0yiF++r6UDDzRWAQ0ILg5oFzgzDtvvwNKRoHwmGwxmW69+RZZGWmKXxpIfEH1fGBJQSWR94TKI1cDM8PSpzNwKYmw4486emZB/SNlMmNzI2lGTDY+o5TJbFRTJ05/SBGUki0PlUARpCBNWfbl1nmqPpOWiO4BymdoBt7EA17xGd9esAR56i9IGI5jCQyP8jFeQHu0wCdmI8r7JwqiMlGCTyfWwt5joQGJ0xQtxnglfzBarQMHo6A4miYIIhqLnU0wdv7ZyBkUp+ZfwPubkeALi0Ui5944jl/CAiIVKo9cfUzzwVk5Ab3q4OCA0WAGN/5ig3n4jBczJyyxqXx6nR3tOr3ebneAGh8YGTGazAzLve/1Zhc+TbkwRVN+n//U6Uaggvz8fIvVjIZ65XNW62AXWikDHXsoGAKfIhyOVFRWup3O+NLEc9IGYthkHMfkepwLAJgiEAp19zZnp2WwHFpZd/TE8dFRT2VFZUNDPRwwp3IOxzL8DIV1ibf5t3etLti7FKg8csUxrTjQOjMU3oGj4Q1JIghScV1kmiBB89edOFFYXGo2m9GWAqIAJ7AkCeeAhfICLymDEYyyTgQNgIgo5y5K8KeMksBbmqJQom+GARuDAmqP1cydN88wub6Gl5QBEUoZ11CMVoarQ80okkJBbYqgOKfOJMlQFBwARUnK+hpZWV+D5ollaXho6Kf/+78URRr0Rr3BYHPYCZKgcRKOBGcBKgZqBdGIjHaTFAUBqoQp6XviOU6DweDLmzcDY6YmJ0dAF8B9gYgg0QJluHdooS1vbktLSy2vKI9Eo3AG3BpD0XFXS0LtRrAsOzgyvHnz5oc+/wWDwfD7F/+0e/eu65YuQxtoS9Lmza/UHj/+wAMPgEgRlSzOcGm0QEZlhCsGlUeuOJBUwJFejwQDgwP90Wg0weXWmc2+iQmjTgdMMe4bQ04C2Eko0HqmkWUYewJa8ALmOjI0wnBsYmoKo2H5aGygvS0UCtvsdoPD7g9MABPAMSzL2dzO4b4RvUZrs9hkEf5gNFBNKNh0+pRer3M6HEBhY6Oj3oEhi91qTXBGwamI+IETPP1DZrvV5HDM7IgJmvKOj588cQIstqy0lOO44aFBIJrGM2fcCe6CgoLXtm4NR6Pf+8Z/6HQ6eAG22tra2tbWlpqckpeXN+rxeMe8MZ6HE8PhUFJyMth/MBBs62gvLipyOp0bNm1qam0VFBJFSoogGpuberq7c3PzkpKTQpHo4WNHI3wsr6AAbgK4YMzrrT9ZBwwLlwZGA2ZsbGysO9UAAgSquu/woa1vvvH1f//30sJiYKXly64rLih45Dvfff2NN26/5RZcEIdHRwcGBrJzsjUsq4whqWzywUPlkSsOZVs0HEzi6MGDQjisNRpYjiE07MnDRyvnzuV0mmNHjuYV5ksxvnb3XoylJ3zj6zZsiBHYwZ273UmJ4AzYXA6apY/s2u31eCxWKxCK1m49tG9fxOOjCOS9L9qwbnB4sOFwzYIlS/JKiskoEYlE9u/aDRomEAjceNstmCAe2rVHp9c11NXOv24ZreHefW2LlmH9E36n3blsw40SPmlg0HkHwuFf/OIXcGIoFDp67Ni999771FNPjY2NkTQNx3/96w+3NLcsW7rUaDCEoxGGoWuO1zz//G/dbvfmV175+Mc/Xltbe6SmJhwJg5MF3667Yf1rr72q4zTDg4PpaemPPPIIp9WgVb2I7mRQIrv373/5lc3AL2+9886DDz64e+/ebe+8day2Zve+Pffce29WZuZPfvpTjmOHBodXrV65du3aZ599tu7kCb3ROBEIgGB5fevWefPmFRUWQ2XgHqDOLpd7w8YN2996a/XKlXaz5fDhw3/6059++PiPdC63OLVlibohwAcLlUeuOOJzG7IgT4yPa1lmVlGhJcE57vOLwQiwC4FhQiSKCVIkGHInJCxYvfLtLVv7+/osDkdkIuCwWDNn5bI6XXtbm3d4ZPkNa01msyCIMUkKjnoddkfl4gUtLS0Mq51dWentG4wIvKgYCZhTelpq5aIF2195faC3b3R4kOcjGbklh/cdbG9pKSgu9nvGiq9fZnU4PEPD8ow+Gjr8+qNHxjyebz/6KBTywx/+sLm5GfrzOXPm3Hn33Y99/7Hu7i5B5MGbUPYEQc7LO2+/XVVVff899/zuz396Z+eOcDhcXV3V29ubkprqn5jwjIwM9PV/4+FvJLlcj33/+0ga5Oag2VmlnuFYBFgG6KayogIIAjho6ZIle/fuAV2zbNmyzMysHTt2nD5z+pOf+tTePXsPHTlidzpqamu+8c1v0jT13K+fm0Dwr1q9SsaUrRiUgHtw0/Lz8995913v2JjFZK6qqsrKyrSazZPDLiqDXAGoPHLFgeYpJBnsc9Hy6w4dOPDaX/9aUVGRkpeLUyhpMHTLaF8MWdYbDbllJRSH1sSAJWTmZgvR6LEDhxprT1y3cX00GNJynNFsjuBQFCmHY0aLMacoXwtqv6wMzXGIMkNRNElKJM5LoslszSstpbQ6ikVbh4TCUQInBwaHkpJS0tMzwelwJCam5eZyGs7mdMXHddFoArJvfGzUYzKZwAJ1Wh288Hg8aWlpK1as0Ot0eoORZlmG48B5IdAoCimgqY9IenoalJCSnFJzrMZkNhUWFILQKCoqOnbsGCHLixcuXLxg4dDQIAq6I9BoLE7gFJyM4SAo/H4/iCzwjBYuWpSVlZWekpqSlFxUUFg1uwKOBHdMp9H0dHWDYCktLW1va89ITy/IzK5rOg3XxZRxUGJq7Dk+JSTFvRc0PINi/51uV1JCQigaEUX5oiO3Ki4PKo9cccSnNqPRiCBJ169Y2Xi89lTD6YSsrFg04hsZGRoc7G/rAGYB2w5PBNpP1/d2dS9dtQKsy5mUsO7WTW9ufqWl8XRG/qzjBw421dUnZaZHJZlkKDT+KUng1eDK9Cjap0cQIxMTciQC9inxQmQ80DI0ODY8Wl09PxgKjVMUaBY5KsgUPR6YQBFdKKYe9c8EGsoVtm7dmpqeVlpSmpGR8dZbb9WfagDXZnR0NCEh4djRo4ISwRGNhDmGnVs5Z+vrr5eXllmtVoZlwKM5cuRI0az8w4cO2W02XNn9SBAEnufhhVarjUaj3b09L77wglanA80liWi7o+HhEX9gQsOhtbYanRbEjtfnhcIFEcWqt7e3D3hGWYbJzMg41dCwauVKOBdKjoRCfb29NXUnf/eH37e0thqNJqPBeOLEiSXzFyrbKaLQGoakmpqboHmsFit8eOrUqZP1datXrIQjMTUm9cpA5ZGrARxtRyidrD0h+MZjsWhOQa7RbHK4XAd27LYmuHKLiiiNRmc0Hjt0GARBSdnslIyMjpa2hprjhCTrWE1yWrrVYS+ZM+fk0ZqGmtrkvJyi8jK7zcGiCHfFIwFZT2BGh7WtqVlvMiXNyuEM2gN79giyOLuywuyw53HM3p27tm5+haOYwrlzwDlyu1xodY0Y35CNDgvCm2++CYqguLgEfIp51VU/f+rnUNXly5fn5uaCTNBwaIvGnIxMo05XsWZNd2fnEz9+Aljglttu3bhx41M///nXv/kNo9H4qQceaKivN5tMiYlJoGWABYCvtmzZ8v/+6784mnng0w9wUGdJAsWxc+dOlqZv3rTp5ptv+fVzv/7ud77DaTV33HZ7osu9csXy55//7X9+73sbN9y4cOFCkCr/86MfUTSzdNnSqnnz9u3Z+/jjj0MlFy9axLHs6lWrfvnLX9Ytri8pKo4AzXGagaHB11/fMn/+fKgAMHhff/9PfvxkdmbWvLlz+cjf3w5WxfuAyiNXAbgkyvB8z5u/IBIIgpw3mkwCgZdUz88qLOL0OhLtSChXzF8QDYVpkuJMhlhMSk5Ns9ockXBYr9ezWg0fk/Jnz07NyIJPtAY9RbFlc+cRJCGK8dQ6QAhSWUVlUX4RTqPftGrJUlQaQ2v1urAgafXG61eu8frHOYrW6fUyjlUumI82BMMmBxTAqfn2t78NxBRV1vLefuuti5X1Ne4EN9TtjltvQ/swStItN9+MdlomqQc//4Wuri6QG0lJiUAfX//KV4dGhp0OB7xOTUoCiVM0axZOEIWz8o8eOZKfm/eJ++9PSkjkNHAjMQnH7rz99vVr1oLvA7IlMz394X//P4PDQwajEZypcCRcVlqW/I3kiYkJp8sJntr9990/2NcHN2V32KGEb33j4fFxv81hF5XJ7wXV1SNDQ0/++MfLli5dv3797p27/vyXv5SUlGy4YT2IMowkM9LSFi1aBJwSjwZWcSWg8sjVAYqV1GhA4+swJbochAZOUmabXXHklQ0vKBq4RkbRk1J8N1dQFnoz2gMZxX1juCjIWpNJp3yCxhRp8pwpTLBaimTNrKwskCE4jkFbRmNKQDciMpJhnA6nEuWFJmdwhjpnd2Ucdzgc8fU1yh7QeGpKChYPQpcxtIu6AlZZXwMuA/gLOdnZuBJ1LvACkB0YKgpF4QWGZnA0ZkFBQRRB2m32eXPmpqWmohDbmBLAKmNaljO4dUocDNqTSa/T5WbnKPvOorA0IEWgJFBMULYoiGjxThoaf4FvlW2HgBv18BoKRE0hiJs2bkxJTOzt64tFolAakN2SJUvQcI8ggksZ8E+sXb0G2ArlA7m6v/q1A5VHrh7OC1Q9P45TksVzv0WxnufG1EvvuUAmboEXvJZysiSe+/a8Ay59fU38xcytj2euf5ER66HBTrQiMRpNAUJKTUH2Lk2WH9/pWvj/7X0HYFRV1v8r86b3mUwmk957AQIkIYTepUkX6Qquukuxriuyfuvqtv/u6rf2guAqiKCCijRBQpEmPUBIIL33NuXV/7nvTUII0Q8b6+KcVXfy5r777nvzzu/+zr2ndBuAdDre+S3cM8AB160xc0Pj7l3xjJCVkQlj9tD0uHHjUN5sj0e6HegmPhF5naC7F3o47vvkRxMfjnwHIeWUjJSJK4g08Q1vpHB9jQj8Wt0I6f8F3BtCI4V0iB/RHqiA8q2jbIGi05oYqte9T+8ACIKCaRZN4YyMpJDjOEodgCbt7+1cJZbzEnBxG4XvLFKBi9s3iA5IeQm+9fRvEcSMSEKpQDViWLEoTPdt12tPCccVCjncDMoXz/HfSdel9GXIHBM7pAE+RAT0BumIHjFiEDOG+0DkJxMfjtyUiM7mzN7dX9Y1NgwZnBNg879xPse8m45dioKLkbu8yClwQpDiz1A+VphueRT0S+BSXBpSZLaprFGhNyn0Kpheu0fySmG9AiqAgKbZQ199pVAoUtNSa6qrWpqbQT9NJpPN3/a9b01UMLA1BCnGGCk6AdjEHz5yxG63BwUF8cK3LisI36ad8Nxa2tq+3LcPOElcDKoR050oeX1I0CK0cODQocLCwsyMzMiICP67xMUJPT5cT9O85VR9POQnFh+O3JRICTt1ev2OPbvr6ut/c/8D+I12CgpaISixxBwYKTwDhj1FkEpADFpAu7OtZbXVF4tjc1KA14DqIPyQQQOUFYCl8cu5ZyP6JBj9wmk0dWM9QsZkMrKjvePVV19paGicPGVKR0fHC8//E1poNdq+/fqOGTOGklEMi+Zh4DXwAQYMhAK5aAgCzTBSDRoUIMuh6jikGFxDimEvDE3LKPnZM2dKy8rGjxsvuV5QcqqhoV6v16OlXHQjpBhHi7aHUUIT5PmBHEBQXtgbS8+JlenEYjfI8x0lYW1o3LZt25RJk0eNGnVdIRiRrUHPFy9ceGf9OxmZGVKhnO/zA32/03zyI4kPR25KRH5O5mQNqmtsLCi4jGClh+4g/ixjXUx5wRXO6bYGBRkDLaybrbhSzLhdJpvVGGxvrWyqOnY1ql8CIVA88hmTNZbX1ZXUqLRqS5SdFGRcB110qpCSEbYIB0eimLrOpBrI4+v9TZtqa+t+98QTVouluLTU46GXLl2akBAPMOF2ucvqyoLRyqhQUlJstfpptJrKiopLl/KVCkVcQrzFbCkpLYEJPyQ4JCIyoqm5CVpWlFc6Xa6U5CQAifzCwrNnzw4ZOpSSycBKKigoCAoKDgoKlPZEGJr5+uTX7e3tSUlJFouloaEBkCW/4LJKqUpMiCeuj+wF6KHdrqKiSoqSOwIDtVrtvLlzQ0ND3nrjTYfDkZiYeA1KOtcrgGfZbLbZs2cjY4r2rYb+94kPR76DANsuKSkx6PVKSu7h3F3HkTlD4oSHP/Z+LtPkVBq1OK3S+BmPfPBlR2U9wbJqlS7+jsyvt+U6T9fvat/slxjYb+bg6gsVZz84qLWbZQqlyaCTOdmzWw4q9JqWhoasheMsacEw1RMYISYuJyurq06dPr140SKzxcwxjLhlK1RVVWo0GpPZBKbBunfeAWNHRlFnTp9+eNWq/IKCF1980d9mUyqVZj9rS2vrq6++Cvzi088+W7Zs2cWLFz/55BOT2VxcVDxjxvTIyMgNGzZUVFTU1tbkDM4ZO27c6XNnd+7Y8eADD+QMHgw49f4HH5w9ewa62r1nz8MPPwx/njlzRm80VldWPnj/A5mZmayYjVHKuu7xuI7k5gKn8rR3dMTExvVNd9F0Tvbg3NwDe7/cF5eQ0H0BCcAS7s4WYGd4rr6+3mEP8IHIf6P4cOQ7CMdzaWlpH3/80YcffzxsyBAVSn2MdAcsE5jGr5684KptHHHvVIVZzQtc8fFLHRX1Ix6c3lZUdXr3cZVVFZIeU+2Sx40dqHVowKw5t+d4aGpC0vT+mBsMEra1vdUQaBt877hD7+xoKKv36xOK6gCL+gadV1ZVaXSaiKhImkZJQ0H3mltatm37xM/POnbs2IEDB44bP+7Pf/mLXCF/9NFH1RrN5g8/jIiMXLl8OctxBI4//8ILoNRgEL315pu5ubmg7U3Nzc8999yhw4f35+YOzskBLLh06dLMmbMcAQE6nfauu+ZcLSkGtgJco7S09Nixo79ZvjwiIuKpNWtOnDpZXlWp1mn/5+mn//XSi5evFmZmZ3UtCoE5U3i5tKygcPCw7Krisvy8CxFJKaTo0pKSkpJ7INftdivk8q5KMaRMlp9/6YMPt5gtFpPJJPyQzEs++c+JD0e+m6hUSpfT1d7RjnmzB3VW4caxtoYmq9VM2dQegSUJorm03h4WrLQoq/I7eJ7XmNT22GBnUXtkTqJMjrU0t9OtrCXczuA0r8A5Blfo9dEDkjG9jDQoJa3EO4k/L6Y5A7sJukVXJNC+htVqXbJoUWxsLNr35DggIwqlAkyP6JgYN0s3NTWmp/ejUBwLWtyFqR4V1jx3Li4+rm/fvufOn79jwoQgewBwKzlFBYrmBvQzdsRIuKKL9sBVABEouRyG0dzcDB/AJNHIFYHBQWBbAa8ZMWKkUQMmi44iqesWJ3Dc2eGU47LG6gaMpKJjE6T9FLQDJQa33Bgmx7JcS0urv90OBpHgW+j47xQfjnwHARZw5OjRtD5p8+feDfNq5zor2uMATfEL9D+2/0vH8SJ9kIVUETKVsq64sim/7tKnX9OtPMbBpEy01TW1XK1WmbUKjUznb7y4/2Rf/xwgNKQGR1lBOQ+oEcsAh2DEFK1oL1YQa/HZbf6tLS1lZWVJSUk8i9IJuZzOxoaG2ppaSk4ZjMZ/v/tuTExsW1vbC8+/AKZHSEjo9u3bY6JjKIoymYzhERG1tbXTpk/3eDxqtfpcXh6ARWFx0dZPtvVJ6yMDFSeIisrKK2WlCoUcYAK03e1yVddUd7icNrsd7vP4iRMR4eH5ly5Nnz6jtLSEE9d0aY+bZzVSGjQJAICyGU0mtUkfk5ygUqndDCdBLY/heRcu+Pn7A2Pi2WvbMRzHJSUmPnD//S+/+mpjU7PdZut1I8wnP3Px4ch3EBLDYFouKS4GJey+tIgi5TxcUExE3YC6Q1t2E3I+LjM1ol980enLO9/cGBoYgoeqPB63LdRuijTtWfeRPTJw4J056RMH7lv72c4X3tNZjf2mDNEH2EgNyvqltRkUGiXP8gQm4QhyVwtyOKKjojZv3gzWil4FhovaZDStW7cO7IKcnJyBGRkNtXX3LVsKLV988aWiq1fumjPnb3/725o1aywWy6JFiyZNmvSPf/wD/lQoFDNmzIBm2z/77Mzp0w5H4PgJ42mO69Onz1eHDz/zzDP9+vWdO3euUqG0+dl279zlZ/UbNWLEuDFjNm7cyLFsYnx8v7S04sJCk94ILCnEEQSMprsxwrFcSFhwY2Xp7l07YGxBoZFpGZnQ27FTJ8/nnf/1g7/GCILH2O4ZGIFsNdTVK2QUDBXF2t2yn9MnP574cORmBdjH8VMnD+QeCAAGjtxBrk2qPCYwmEASWNodg6IGxnFOp9JskBs0wx+YzLpcWouRZxmBFHg5MXDusNaqVplKSyjkar189PKZrqoWmYKSWXSx/lb4NTweOj67D49jQDrElUupjKQAV5x3993/eumlJ598cuaM6X3T+j76yMPt7WAxcWq1BiyaX913n0aDnO6feOwxYABarWbN6tXlZWVgnthsNuAgcLyiogIaBwcH5Z09O2LIsLl3zzWZTKDtDO3xM5sffuihyooKo9FIESTHMIvmzwd2A33SHlTdLiUpye10hQQHQ4czpk2XkaTH7R4/diwqgd7N81X0riP6ZWZGxMfBEzOarG6ne8OmTfv27ps+9c6+qWloO+YG2wU6KS0t3frxx4OysgL87d/Jf8QnPwfx4chNCS5WnLqYlxfg7z950kQ0hwrXah2QYnFMRBxwWmU3yDAjKl7JszKjUm5UswJHyCjkzcVhONggETZWwBiOxlgeU1H6KD/RAx75r5HQBOZ2hbiQgGZ5ocsvnmEYi9ny0PIVO3ftamtuBWQxGFARXkyMl4HOAWgke0GrUqMgGYaFGT42KhqVm0CJjxiNUhUfEys5vkWEhlFRVLAjEMwcOAtt3LKcTqVOiI2DziRc0Kk1Bq3OG90j8NAYQQYyqXi1UinVrwF2g93gR4MK7hCkweovYYqrtZ0kSeBK/dP7I4AQhB4LJDTNxMTETJ4y+dy5c7ExMUEosYD3q+7Z8H3ycxYfjtyUSOuOM6fPkMnlKNyDpq/z75ZSOUsxLywnzc7IHY3leJG2XIvr4AVODDMRPTkJDFXY5TpPxjnRdbt7nE1XjRpc9PjSqFSzZswQE0FzDHvdpA1YJI2I95aMQUe6wlKkCjJdCp+dnY11q30tja0rbkW6ta72+A3hNtwN4TbXCy4+Bl7kHbzOoJ8ze7ZYf8/Ta25UKUn15EmTJkyYwIuRfpLVw3fz6r2RwvjkZyU+HLlZkbTrxiCRG+X6iJprR6511UvvGHIJ4f6PLMQIwtxuKfamh2oBblBimWteLAollbzmvmEbFfm5fiMK/N+ZBwkUWkxKXbOdGU97Ga131wmnAYN4gei1kdRSLGcll1Eenu/xtJCLMEUBXWJvooiET/5T4sOR7yA/eqpxVIxCdA4H7amva1CrdSjNT894Fu9FJa3kvREk3Q96P5SWlqnVKpPZDDrX1NCo0+lJSs73Bms/sN610+lsampyezzAI2z+NrmYVUDCNbz7kLv8zW6Mebn+3hRyeXVt7ZmzZxLi44PsAZxItQB4AO9KS0uLi4pTRD9a4ES+7Ko/T/HhyE8uuDdtqFjYiYBpHEXoijEoJFplwVBErMCy506eTkpMMoaHcjSyW3gcQ5O+WOVNnIpxdD6wAKnmphiGi0vO+GK5XwonWluaQZ8tVpuLo0+dPJWenu7nr/OwDCq1i2HAVnBEUlB0MIrFIwiAL1QkGFkzPfERriSjUIAMDAVgB8XjwLVQXW5UafiLzz/ftWe3v90foGrG9OkOhwMTcQT51DMMKs2D2IpAohLCqMYlXEtOITcTqQANWIjiJQj4F8BIrpCfO5/31tq3QoJDAEd48StCdNgVg/jw4ydO7Nix495774mOjhbL0GCUQi6IdXdu/a/pk17FhyO3QnCRdzBuT1V1Bc2yJqtVrTPSre0KlQqQoqOjlaJkOAcKT5dcvaqSy81WK4MLLfX1jfV1GkrhF2AnlQqe48rLSt0ul8liMZpMtNsNlkJdTa1MLjf4WZqaGtFRi0UQC3ryaG3VU361UAEkx2ImcLy1taWuthbYisls8dAeN00DGjXV1elMRp3B3H20JEG43K5zJ/Jg0AkJCQpK3tLcCIp9ubDQYrNFRkSUV1fFxsUtXboUEA+wo62tDdSbYejS4hLAArPZ3NrcBPpfeOUKkIjw8PC2jo688+cpSp6YmKBQKOoaGoBoVFVWujyeuPi45taW119/feDAgXPmzAFsAEhytbdX19ToTSajxRQcHPzQqlXQ4M0333riiSfUWjVDM8UFBUa9wSIWNv9P/aY+6S4+HPnJRUxuhnM0d/zwV662NkqjAqpByFXnjh5PG5CuVivOHDsakxgHLY7t/xKme5fTOXrSHQyOHd+XazCZQP10FpNaKT9+MLehstqg07nbWvU67clDh5obm0CBKYwYOnF8ZWnphdOnswbnRCUm4qikVsfRfV8KKMrFPfzOyXDFA1/uV1Jyt4vJHD6UpKj9n++Qy8jmpiab3T70jglCp9UGVADoz1tr15ZXVrhcrpiYmFlz5rz8+msNDQ0ehvYwzOrVq4GYNLe0VNXUAJXw97MVFRW9/MorWo2mvLxswICBc2bP/vsLz7MM29TYaLZaVq5a9eYbb7S2tLS2taWmpN679N6Ptm09cuSI2WQqr6z87e+eKCy8wmHClKlTBXEvp7G+4XjuIZmC8nQ4+w3K8gtyAJOaPWfW79c8fez4sbGjRjc3Nf/5T38eM3rU7JmzxPrePvnPiw9HboXA5MwIXHVdnZ/emN4/Q+lnqmtscLW3YchMwDxOF7B0V3uHVqfNnjB27/adZaUlBj+/tsbG1NSUoJhoSqUsLbxaVVY6ctxYYBw0g8wimM/1BsPgUSOvFhbgCip1QHptXW0742FFLHC2tzsC7AOGD9m7dWtDeWVDYxPX4YzNTDmUe7Dw4sW4lOTKyorsnMGpGQPqqqpR7jVx3UFKX3TszOni0pLHfvu4y+n6x9//kX/58pWiosSEhAWLFv71b3+trKyUyxUnjh93dnREREbMmTmLZZiL58+vWLnS5merqq4Cu6ngcsHQoUOXLFp0Lu/8mVOn6+vqf//072tra5//5/Pl5eVVNdVt7e1rnnrq6PHjckpeUlyUmpKiVqlohgaTJ//0aXdTY/9hOScOHym8cME/2MGyjMVsjYiIuHrlKjeSV6lUS5fea7fbGZblfVvCPw/x4citEKDfcpUye/jQkwcObd2wsW/GwIDIMBlJkHISNAH5uTOcSqNO6tNXozVp1GoPzYRHRjgzBx46eMhw6syQ8WOa21s0KpXeZmHF5CBgEWhN+viUZIPNmmDQiiUXcDkph38IMa+awWxKSe+r1plkOjXNY0AGZDhRUVHh7wgICAn00G6bwx6WEAcXtQTYxYyGglKl5ETnNyAaBqPR6ufHcZzBbKysqgoJDZ04eTIYLGajiRD3mIcNGbJ4yWKUdFapZGmmb5++2VmDDAY9x/FVtdUR4eETxo8PDw2Lj4vbuGlToMPhZwBKpdJptQ0NjSq1esyYMZFh4faAAKkAMIAX5t205tvb2kgSrygrM1jN/iFBAtrEQt+hFRMxrxlFUYMys+C5ud1O4duTtfnkVokPR26FoHAVt1uhVA67Y3zekWNnj5+wBzoYmm6pra9tqCu9WpTQJ4VGlMRZmn+hsrQsa+QwsG6iY2LCQkO3ffjRhby88LjYvK+OXrlwyREYiCwlubxTf1BiFDESDvme0a0djMuN8ptyHN3uLLlwvr66pm+/jDZnh5ui+mUMQOumFNXc3Ix787NhKA+8WA/8iy++CAxwoB2T4OBde/YADQHWUN/Q6Ah0fH36FC/wqMKOC0UVAQHpcDrbWtvgMwreFaudIx2H94mSocVjXszShGLzyJCQELBirpQUVVVVA4Xx9/dH/i9iJXS4PiWX+/vbL128KC3HwpiMNksHSaT170uzPE8SnCDISbQEU15WNnTYMGjj8Xh2794dHhYeGxvD+pZafx7iw5FbIYToCXr06BG21cnRdFB0lNps1JnN+3fuMflZIiKjFUq1XKE+8dVRD8tGxMeFRkYV5F+6dOIUqJBSqfYPCgZli0xKOrL/kEKpCIqMTElP1xtMlFyBvF55KTMirtXpLublyQ268NgYkpLn5h5gPXRCapLFbieUioO79nz+0TaKIJP69dOajUazGcGImP6MFJOtvffueyOGDwMGkRgfn5SQ8Pw//ulxuwfn5MRERQfZ7UrgOhgW5HDoNNoAf/u+vXufWnPVaDQ88Kv7dVpdYGAg2nXiUZFyuYwKDQlRUHIRcdi0lJRTX3/91z/9GTBo1OjRgQEBdj8bMBuUxRqlWeSys7MPHjhw4ODB0cNH0DwXn5pyeM/enVs/BboWl5Yak5yEY8T2LVucTld6v3S4BFq+efOtyMiIZ599FqWV9S21/gzEhyO3QHCOA/6vycoa3NbSIpPJjCYTTsrSswdFJyXqdVqUphDDBw7J6ehwwnyuNxholg0ODjUbzS63W6vTa/RammH7DcyMjIlzOp06vR64fdrAgSRJiEsEhAQHyQMHRqekUChhMjZo5AiABoVcoTfqaYYz6M2j7pgINoUcHUHe9BlDhpAyGegyjhNgVWlU6jWrV2s0GpjtMYJYMH/BsJwhMPmHhYUBLbh7zl3QFc7xs2fOhPFHhIal9+nrYWgYucVsIQli0aKFKqVKylYPGLVw/gLgKRyqNSzAh3sWLy4qLoZLhwQHA4xOnzaNxAlOdAZhaAY4193z5m3YsOHS5ctTJ00KsPsPHTeuob6eUihMFmtpWfmmTZsLCvKXLLnH6melWRpgaxgQExLFKGO+SJyfh/hw5NYJaKlGq8UkE4DnZZTc5m+HCRmFt/ACSVFKjRb5pInxLIAUZqsVA30TjRSxkgNmMltMFgtyH+F5uULlzewhCpgRcqVcqVJKJoZarVVrdILXpRWHyV+uUAYGBcOFWbFGjFyp7AyH86YFCQYll+o/wNgIIi4mBhPdVQkM02u0gmi26NQaNDwK12s0QrfSGXpULIaVPH1JktRpNJJbPfJE48A6kSXExWNilBCco1WpMcmbVlzeYGl6cHa20WA4eOBga2urv81PJqccwYE8htxtGhqb4KZWrFwZExND0zRKHN3S4nAEZGRkYJ15c33yHxcfjtw64bgeETGohotU6gX9zWNdFWbwThWVjBZJVbqUttNH9MYKNQLXGYXM3TBRS4rtdTTFcYH3xhl2ufmDknehErT0iKkSu/7s3i00o3vE5nX6xUk99LxToXuxG/yG/NgY7fYkJyWlJCe73W6WpVGJP1RJAwFmfFxsWmoKJ45H6lmtVo8fPx6FKTOsb5X1ZyI+HLlZAW2TUxRBkjTtgbf5m+rXfOdue8t1LlyLnsG/veVNyvdYQvghl+sh3+LM3uVNz3hoqWI53i0QR8y/ItBuN9+tugXYRAgHOd6b5cknPwPx4cjNCYGzDHvo8KGW1taBGRkWk0lc3vvpZsNbN892V/LrFP57zfXf2FuvjXt8Fjoj+7p/K3SLlu4SnznzMxMfjtysiJH4wp49eyqrqpbde6/A/9hBez7xyX+t+HDkpoTnUOzZ6JEj250dlwsKxBVE3MeqfeITSXw4clMiUXQOE8rKy01mk0qu8Hg8viIJPvGJJD4cuVlBcbQCn5CQsGPHjk8/356TNUihVPriTX3iE+wXhSNCbx+/Qw16cQPDaDS2tLZWVVXfuLHqk+8qvdK5H3EB9cYMTj75ieT2x5Hr6tF35fvsStEl3BSU4N6MqvjhI1+lpPW9Z/Fi2sOIZOTGbIG3MUPBe9NK/lu/7VWuPaIb913wb0vAePMiiGm3xZJ9Puvzp5fbGUckDyuclIlQIQaTiCImIPa+wLiA3zQlwWU44Wd3VFZWAhUhZCTW+xsvSNf+EW7gZyc/Fo54fVOE3nCE+DFwhMfEXAg8230j2Sc/ndzOOIJeII7j25sxlkFwgSLQpTwbWJdbE8x+N4kj8GK2NDe1nDtBMQxTUyIVy8R6knOiN4Zy24gg5YftdkAMEJScP7xf9QRQrzNutwM4CgjCsW/AEbEw0E2h8Dc1gmmCwwlCqcBVGgyT+7bVboHcvjgCTINSuEsKal75Y3tZOS9gBMciL0ix1Kz0/uJSiYTuyYlFB6fecUUQKqoqyeqqyADHhdNf9v5ydp39Izlsf0vS+f+ECD2QAsX4eRM8I0dUKXxY/IsUD2GiX79oUApdgCJWHL0eR65/5j1TxvcqNz7fzksASAkkx5onTvdbdD9PoNglHyH5qeX2xREMvdpce6v74nl5aDgfEObNtYxJlbY724isvLsrCLJzvuE1jpTJYmUyjmVpmhHV4Zvez5tX+V57EHr5dLPs/FarTPfVoG5wQHS6vHfiyPXE5Np/r6FLZxmdm7kDoXcjCiVAwUme5Zk9W4mSq2DT/t9OtT75MeR2xhH0AsFcpNUH3LVUlzFSYDm5XE7iOMsLDOOBt46UyWQkBaYPJ9Z5Ew0S/NviSq7n6DJKhuJpOV4kP9+HLihQVS2BFiPoKQpGgvJxXNdRN59wGUnCP5wgsAwr9DZGlBSekgNEemhUswo6JMGwE7O0X9cO1fSiQL1olvHadN+wcYKje6R6VKiBwxQlg6uIj5Hp/lS8cIx3sRKAE6LrW75zkN0xRToIvwNOoBwCGN7bWARMzDgvAzLJ8pxCJoNLcwyLcjjhhFwug1PgXFR8CxfkOPBOT7GrEVMrkLPg7blQ9bOT2xZHvKYLQgcCl6lIQsbh3LlzZ4rLyhMTk4KCUJXJquqayqrq6KhonU7HskzXokmP6ivXpNtGIryftdXVSqVKq9Ni3Yyj7zBAHMu7lK9WqR0OB+hqZU2ZXmdQqZQ924laCQjS2uGsqKgwGY1Wq5Xv4ZWPqljgcjlVWg62V1VsbAzcUUVVdX1DvV6n97f7k6ggsTdSBSeI2oYGwE6zxcxLdlxvugZdshxbXVevN+hR3kMRS6SY3vxL+Y2NDaGhYTY/v65Ql2sFdbrK64iX9K6edGd83R6ngHJeEyVlZSzLhYaECN1rBHmfM6pkyPP86fN5SqXCarGeKrwSGhrq52cF2HW63afPnbNYzEHBwRzLoVoVpMBiLIuJ5fwEHO8VmHzyY8vtiSMIRFBtbXhLeULgcAHVnEUFDTrcBw8cyM3d//hjj1tMZpez47NPtsK7+Ktl94WFhaKQU+/p3v+iYm4wVQKFQdVSWKlIncCh5CAwMX64eVP//gMGZWYyPMcwtCAWcJGyHDJSGRexFhwwIF4sB0eIVeykSnQ09CaTXbqYZ7ZaQoIDaaf7/fffGzt6bJ+UVJpjpXkeyBJQEHRFQQC9ff2N15uam50dHXfPnZsFFxXry0ETFhXd5WQyxf79X27ZvDk5KSkxPubokcPwWaVWBwcHz5oxU6fVYqjYDSHWhiG2fvlFR1vbPUvuQYWAgQUIvHSnmJg9gJcyHiqUDc1t7767bsrUaTHRUShsn+dJIE08f+XK5U2bNmVlZS29515UVFgQSFGklIsANjJShuge4muofg1JEDLxMQLzQvlNrosGxBQUVV5a3NHaFh4ciFAEgAMeGkHAhWjxXNrVsXbt21euXpk+fbpZrzt04Mv33im5e/689PR0J8+cPXf62NGjk6dMHjFiJPxOvECwnIDDUDGC6IQwn/zUcnviiCRC5wQszaJgMmRmZqh0mrXr3hZThLIwrT3+29++8sor699Z/+gjj1AoQ/K1grhwroem8wsK2tvbHYEOi8XS0tKuUCpAddtbW0DDnW6Pi6Hzr14BJUS1oAi8tr6+rLSUUsihZ41aI9ZwKWxqava3+fvbbM62NtBV4BRgENkDAmorymPj4uAbRsyu7HHTbrcHLgeX8LfbYcjNLa3FxcU2u39IYPC+3P0dLtfvn1qzafMHn27fHp+QABd1u91VVVUhIcEmo/nCxQvr168HiBk2bBjcxfbt25OTkxcuXNTa1orgD2VFdl29WgQPITYmlvZ4nC53SXl5c3NTWGiYUqGAMVy6XADIFRoWCoOBD5VVVRcvXSyvqKQZGvBLgsjm5mbgJpPvmNjR0dHY2CgSDsQX2tvaC69esfpZAwIC4Nm2d3TA8EpLSw0GQ4DDAUhdVFwEowVQs5gtaEcW61xfFbCy0jKLxZoQnyA5BwP6lAOnqqoKCgry8/MjCXLzhg1Xr15F0G+1AAytWL588+Ytb7z+BjzDALt9wYIFUZGRb771ls1m65ecRqM6x7j08/nklsntjCOY13kMu0al4a0tK5NTcrPJhIn1roEv3HXXXWueeur48eNDBg+mPd50O4gP4/jmDzdfyr+s1WoTEhKys7M3vr9xzNixwUFBGz/4oF+/fhiJv//BB6A2oI1PPPFbo8H48osv6fV6VPV6ypT42NgNGzfm5uZarX7BIcHTZ0zf9NGW4itXm5qaQDOf+O1vT359csuHH869e+7kiZMEsfT3O//+t8sJSuda/dRTeqPhxZdeZmjaw3gWL1pSUFiQlJho0GqBieRduHDsxIkvvvgClKq0rDwtNeXhhx7asXNndHT08OHDgREAcPj7++/dty9r0KD4mFg3yzS3tLz40ottbW1atWbUyJEKhfLIsd35Vwqrqipnzpw5adLkte+sv3LlitPlGjFixLQpU7fv+HzLlg+VSmVNbU1Tc9OuXbvunDoVoPC9DRsyQdL7i5Uq0FMFVtXQ2PDGG28CdjjdroULFwYGBcG1aJouLyu32/0feeSRdevX19TUwJPp37//sKFD0andrKC88+c/+uijIUOHzpo1C9Dn1JnTb659SyFXQIerVq2Cs/YfPHDP4sUAGdA/hpa8hClTp5w8ferAgQOzZ6GqFzmDc74+efLLvV+mJaeg5CSYL7HArZbbHEcEr5HuXdhgWSYiIiL3QO7HH384dOhQk9EIbyHMY/Dqg3IOzclB81hnY7C3z5/PgxkVdMPmb4Ppt6Ky0kN7CBlZV18PKgeTM0zvTz355GtvvPHVkaOALFeKiu69Z8mgzCydXnfp8uX9ublLlixJSUqCqZhUyC9euAhEAKbTvXv3yWXUtDvvvJSf39TcgpYscLyurlat1jzx+OPP/+8Lx44fB3ZTWlqybNmy995997NPP3V2OBUKBQxLrVYDIwBcOH7ixPLly202/40bN5RVVpRXVoweNRq64sRZHcCxpaXl4UcfmXvX3BnTp+/etaulpfWxxx9TK1VKSr5h0/sAZ0/87ncnT50qKCg4dfr0ri/2LJi/oLikePcXXyQlJ3+0bdukSRP79uv36muvA8TV1tYCfYNRVldXO51OrCtDGvLyI3fs3n3pSuGv7lv2/vubdu7aBY/r2NcnhgzOATPk1KlT8KDgv2lpaXPnzjUajZyUAk6iI6iapwC4Bjyurb0NHizL0J988kl6ev+5M2e9+Oore/bsgcGAdRYTG+tmaEJcboGRwF2kpaZevHwZVfxFy1rCwAEDPt66taWtxWwwugVUqVS8Cv49Fq588j3kNseRTulcQBUEk8kEAHEhL2/AgAEmxEoEsKLBIEeV2UQAAXWFeZ5hGaAqixctWvf2ukcfenj2nNkDMjPlMhn8IyMI0Q1FMOgNI0aOiAgKDnQEeDyePqmpM2ZMX7tuHejSypUrgZtrNZrUlBRQe6VC2eZ2ms2mrIzM5PiEkKAgtFUkkwHTUSoVhJgGFTj8xEmTghyOoOBgsKeqa2vg4JGvjpgMxvi42JMnT0mpCWka+eOTJJGRMXD06FGVlVUajQZoFGgT0AcRNgWgNhaz+cknn9yxa9drr74aFR1dXVMDIwm02jw8pyBImLJHjhyZFBtXXlYG0ACmlsdD51284HF7+vbrW1RcrNVqRo0eDRCA0seKieDAFgOyIBUGxqTlWjEVK4/hpRUVwLAOHzkCtxMbG+tyucLDwydNmhQTFRUdGUkplb9Zvvyd9esfXrUK7Kyhw4bC44VnC52wnftKqAgOx8IPAWQMaAhgBBwB/nXs+AlnexsFd0uSPVKxUnI5SgQJjwIGIqDyXfBYOI6/9nv7dmpuofxCcMQrgBcw94ImANlGLyLLUjK50+WsrKwEvg3H4RU/duyY2WwODQsFffCzWtesWQOs+71334uKiQHFbmlu2bd3X27u/sE5g1GyZpbLLy46cuTIzJmzQOvGjh07aFD26tVPbtmyZdIdE+sbGg4dPpwxYCDj8eCUDF53tHyICQqlUkq2CtDgdLoYlMYZbVBC/+fzL504cWLZr+5TFChcHc5FixYJaL2WbG/vuHjxIlgox44fo+SUwWAUi4XzDFg+tAegxGgwFBYWjsgZIqlQQ0OD3mAcPmzYzh074HNoaCjYJhIFo9Fms+hJg2FolYim7f7+gYGOqZOnBAYGwqguX74MylxeUQG3eerUybFjx8CjaGxsupB34dChQ3CPAjIJOSAmYIWpVGqA0ba21vnz5ku7QkDTZIA6aKkVgzuFxwIc8Lnnnntn3foPNiN7EFjJBcAsD52YEE8iAojBTXR0tLs8HoBCnU537tw5QFu4X6PREB4e0drWBoQoJjqK5RCSoqJfgnD16tWAgADAIEBNQDcYs1qjAeDuzBSLCz4cuYVye+KI5DQpLY0IEnvGQHeQSW/3sxKCAIaGHIBEJlNQ8s9278Z4LjNjAMezLrfztTdeGzBg4NKly1rb2tetf6euoR60JTklOTDAPzgo8B9//3+BIcFpfVL1eq1SoXjn3XfhEokJCcOGDDlz9izAh0KBNhviYqMjwsNGjBj2yisvb9zwXp/UlFmz5/j7WVVKIDssqoYNkzlBWsym3bt2Wo2GsaNHyynZm6+/BlN0enq/fmmpIYGOC+fO/X7NaqAto0ePGT5i2OnTJ5evWN7U1Lh06X0Wi9Xfzwa3pZQr/G02rUadM3jw22+/PXLE8KjQ8A6Pe9unn54/f97jdoGmJcbHAdCcPHF89ZNPgJbOmD7DaNQB5QJN06pVRoM+JSkxNSX5+X/+HZrFxcVPnDTRz2J+4rePh4QEJycl2vysQUGOP//pWUCZpKREcWdaAA3/7LPP4IktXrho/Nixhfn5//PUUwBwo0aNSk1LtVstMhLn0ZIn1tba8s4777S2tra3t8PpwL+AXnyy7ePauvpnnvkDIZMLOG8yGz757BOVSnX33XMnTpjw2uuvHT50CAAUiExMVLQjwLFt69ZVDz1EKRD0q+SKU2fOnD93fsXKFfCDyhWK8oryvV98ceeddwKLASKJSc6EkrOyzw3tlsjtiSMYJpU0wK/lWscF4L8FxYXHThxramliOZ6UUzU1NVu3bj1x/PiCRQvtdn+wTZQq5aqHVmk0Og/tUavVM2fNLC0rhdk1NiZao1HfNWcOKHmAw6HVaYAjBAYH5wwZAow6IjxcVNd43YL5jQ31/nZ/mP8Zlp45cwa0r6urCwkMAgSZNu1OhVzOMrQ4PAEaTJk6JTMr06DXgzW/aNHC2upquCgYBWDe26zWh1atyC+4rFSpwsLC9HrDyhUrYKJ2BDpiomPBupk7dw6wG5uf34J589VKVVZmZmFBwV/+8tcJEyYMHjx42PDhAQF2AhOSk5OtqH4F/vhjj+bn59MMEx0VJfm8uWl3WmpKQnwsQNjC+fPz8y+BXRMSEmI2GJY/+GBpWVlwaAiAHXCEefPuzsrKcjgC4DM8DRftzs4eFBkZgSM3MAr0f+WK5ZcLCsAkhKFCm0ULFwI3YFnkXwfW3JzZsysqK+B4VGSkjCI8tHv27DnAQUhULo/1eDh4CKFhYcgrj+OSk5Iee/QxMLhCQ8PgFuD3W7J40f/+61/PPfvszJkzbXb/j7Zt27Vr59jx45JTUpy05+CBg59s3ZqamjZk6FD0bDvXRLo273205BbIbYsjogjSnCQoFAQuxxTy85cKLhUWTbxzusnfDl/VN7e6Wf7BVQ+lJiSxmEDIUbryhPgkDkx3HiNkWEhwSHhwCHTEggkg8DqTMnNAJu91xBR0OjzIFiCI34JhrtYbkhOTCdFHkxEryxA4nhiXRMShI6zAW9U6oXOFEv2LY1Y/td3PzonfBjiCQxzBUm9SG6uf3d/PLvaGUihJDeBPWhBUcpVGp4eLynDMT62B0ZIEtuSee3ft2lNWXg5/RoSERoaEShdixVyyOr1yYP8M6V7Ei8M98jqFChf3reQKon+f/hjK+YZxAm+zBdhtAVJLuFO1WpeZ7if9iYIdBcFgVFmMVjRa0eMD6FG21V/qHL7VqHWcIG27wxuGR4TrIsMjsc5bg6OREVE4uhFe+pUMSo3UG4OOEBFh4ZFh4eKfaJUjKjzi0SeeBMSvrG3QGMxVNfV3z1+ck50l3gJeVlk9fOz4MWPHgimFg4WIVn8IgpJ72eitfN1+wXK74ojX/VospsKSxfm8TovR7HiHZeKCWWhVNe8kSm6G4WljhsKLT58/gXdSYFroOh/nrsWPIK95AUffdnPHxBnvB2+QL9I0/LpwEqmBN9Skc2SY1F50tWQ6/+Q7L93VhvN2eK2Bx9ub99YI8dKc2IQXFw7uiAgUQu102RW6TPLovTYY/vpYmK7Tu/zZu5znpcZst8ZAlzzYNaWUHsW1W8NF9OnWgO26RreHcO23wfkeRwBa6Gtx0kTnt0LX6XZKdn9OBu1xCXUlD40aDKjJwi/IC1pMWJaRhsso7vJZDu3R8AJgCMfKG+sFpbZrrfX72Ta9xgR9U4NfOGDdvjgiEGhSl5EdHHvln3+QyTU4ohxojvSWg0K2jqRL15dlEkTdFHrE7PYSF4bfUIlKPJ/oOuFay16i43t59fhuKQdkpAyl0GB7C1vDuw3mWgaErpJZuHQTMoqEO2RRHApytEVV9jj+W1QKrTXIKAzF46BSMiQKoiFYjqVZzotlwjVd7xp7Zx6XTif27h1+S2B/j3FcF1jQM/ECKmkj7d7jABWEmHage8yxd0lV8I4R/fBCXa1lZlSX/ne/GKAtSZI9Y46ufw5Sh/BBQVFwAkujmuU3tqREj2PJd/mbevuFyO2JI7g4+/IsJrcFmu5bzdTXYajYJZo2rgWmoJelF60SvE4nPZSgFxwhek99RlzrvuvMGyED62WW7DoAb3BjY6NMRhn1+hsU4brBCN3+7hEcXFJWAkoeHBwMQ6mtq1OrVVqt7vqIu65bRhtJoF6FhYVOlysuNo6UkeXVVa1trVaL1Wg0SrCHd3tePWJkKFQqGIU7ilvDnW5mvWPWN6JL5wei826kHwInSdSfWGtQIDGuR+vu/QooXwEap5xkFUl9OQQ618ESDK2lpaWmpiY8PFwKULiuBzEgQCaTsWLMgYemz5w7B5+jY6L1Wp1wPVjAA7taXNzW3h4XGytDt/+LzrN5e+KI4A3S4ymDKWjEHfB28Djak0T4cl1shxiB832v8u0Ji/juOHLjtyj/DyETv5LWR1DpbBHmKHFH9q11bwcFB2cNH8GKqy0ohgVMf/FccbkEMQCZmOdDPN2bTUhSQVb8Xa/u3Qu2W+SIkXBkz6uvpKSmZmRkekSuJSCFRL2J9gsKpYPPH3z80eGO/CHDRkeMG//x1o+P55co1KY+canpY8YjDxcUoITJCKnEnSBDRbolWwyN/KujRwwGQ1JcPCsuDMERymsroc4J74+Chsd2q0nsfT44JsbCoK84QAIRhXjvHSEMvVhQyQm6xBidGMUHN4fLcJkglSEVhUTDR1vRIuYgaqTABAbjaRdLEijaB90gSXIMAwoPOHLmzJmgoCAp5EeMmvB+C9BQXl6en5+fnZ2tVCrbOzrO5eXt2b170eJFI4aPoN1uUoyQIkVnFpCG5qYtm7dYrNYlixfr9XqOZUSfGoQpv7Rd59sTRzqps1g5l/Z4Cz6i4z1/3V6V/GavcdPf9miJNIpAdsbVivKmpmabzeZvs7W5nDKFAjhIm8stl8s7mptpk6m4vAzeTocDRSe3drSXlZbCi+8ICtTpdcAfKisqG+rqzGazzd+/w+ORiTtQYAoFOhzVDQ1hAXZ/fxvp8YBGuluaOacTesN5PjDAAWNweTryi4oMRoMjwEHKZDt27tz3+faHVj2UEBtXXlmxZ9u2xUvuGThggMvppFuaYU7W6nRwFuvxuBnaoDdUVZXX1NYa9PrAwEClWnNk376w0LD0uHiX6M4Ht5ZfXASqCGzI43YDx3E5XVqd1tnhtFqtKFLQa8ggHzKBIMuq3c3tfGigSqvyOJ2MjET5D5xuwBfOoNecOtdM82RajI6nWZZHoNrQXKtQKDQaDSbu7DY11UNHMCqOp50MqiVeUFFhtljMRqPT5YSrwPXr6uocgQ54OC6GHjx0iEwhh5fD4/YAE2tva2tsagoLCTFodZXV1Tt37x40OBt+IY1Ou2jhgqbGRhQtgaNFImdHB4qQqqxQqlTwk/Xr0zc6POK5v/11/bv/vu++++AUD8M01tbp9Tq4d+KXhCS3K45cL6JF86P/rDffYU/+DLiGE59u/+TU6dOgnxEREaNHjf5g0weZ2YOTEpLe3/h+WFg4QMmOHZ/v27evtrr617/+dXR09EsvvkTKCDklHzVmTFpa2uefb4f/+VksgBbTZ87c/vnnZ/LOexi6uaHxkYcfKS0t2fT+pvHjxs2cMYNDFh626aMPgcm3NDY+vGpVVGTUq6+91tTc7Ha55syZExsf/+nnn40dNx5AxMPSapVapVTv2LEjOSnJrDdcLLj84YcfLly40O5v/+zz7Qql0mwybdn8oRn+z2SaPn36gYMHd+3eDXzkYv6l0WNGp6X1eXvd2xXlFR6PZ+IkFNG3Z/ee5uZmk9EIxtrKFSuSkpI45MmKFqhkhOyLYzU7cuswGW5Q4UvuituxvzQsxDKsr2n3gRpeRhl0jZ/uqXDxHRUVhUPTg3MyAtvaWv7wzDP909Pnz5sPHARu6vU33oBZ4pFHH3U5O15b+xZcC/BUrVStXr26qKho8+bNcgVVdLXozmnTY+Ni1659y6DTP7R8hVpvOH7y5Oc7dwCxKSktGTliZPagrLf//c7JEydWP7UmMTFh2rRpCrnC6z8gzkwbNm4oKS3rcDvdLveKX/8mPibGbLUuWLDg7//859XiosSYuCuVlb9bvXrp0qVDBg9m3Z4f+YX7GcsvA0d+ZoIWEHjh1KnTYKnMmzvPz+bndrsrq6pAq4Fq19bWms2W9vY20Lq/PPenLVu2HD58yGg0nD9/fuGCBUOGDlHrtBWVlWB6TJ08deSIER3tHRqt5kphYfGVq2ue/n3ul/uBzE8cO77wckFjfT2KnQf4aGqmXe7Hn1q9bt36g0eOllVWHTlx4uGVK7du3bb98x0qrYahmbQ+aR6Ohf/BdLps2bL/94+/r1y16sEHH4yLiwXE2b9//7gJE746fmzWrNlnTp2sqauBuToyMhJuBthQgAPFQ6ekpAQEOE6dOvXF3r0PPPDAyZMnP/1sO3AiuVIZGBREezxgqQGLSe5cdpYReHM7s+dg0/CcsIFp8r+/XHj4lLOqjjQaebCbgAaBIRERarD7GRnMmhilsJjUHMdSMmry5Mn+fjYYK3ILxvBhQ4di4hIPIObxo8eSkpPWrH7queeeO3fuHLC+rw4fevrpp9vTBxAkkZaQNOPO6Z9s3cbyPNggLa2thw4demr1UwzDfLnvy6HDhkZEhAMEQw+hoaFgoUAznue8y9c4fubsWfjwuyeffPPNN/Mv5yckxHtoT3h4OPDJK1euJsTEAULdNXNWREiICJS/IPHhyC0VKQyEYRkwo+fNX/j222uXr1g5bfr0MWPGECRFoAQh4gYSzwExnjF9JtDm0LCwy5fzI6Oi7r577rvvvbtz185fL1/e1t5GErKMjAwlTLVGZJCrNRqgBn3iE8MCg2Qksvy1arWYbITgWFan1Y4cOTI6JCw0JASUp6S4hPHQ+/fnCgIfFRUJRod3s0ZkbaBUaSkpL7300ssvv/zC/77w/N//MXrUqI8+/pgVQPeI6IiIQLu9vq4eJt7s7EHz5y9IT01LTkkJCwubeec0GP7RY0d5jj9x4kRra0tMTAxYQgMHDmzvaHcEBFy+XIB1Rgkjk4bnm9qcBEb0idLYNHhstLGmpgWOUzK0zsMRhIzHUsP0A9LUAmm8a4KJYz0uDwtWz/jRY2Cc7S44FyVbysnOhj7BYAH7KzIi4q7Zs6OCQwICAtxul1KhGJIzZGjOEIamebRswcNjQUaHuNADR8aMHjNqyNATZ05TcirAbh8+fERdbd28efMUpMxFe1BYs/QQxcZmk3nY8GHwhMFoAsDFxFUwwC+VQgnmG4/xep1uyqRJNMuAKUQSt3HG757iw5FbJNJuYl5enlKpCgsNdTO01WL53e+e3LV717r16xOTEkEx2traj505teeLPRFRkeIuLVtVV5ebm5uZkcEx7PDhwzOzsp555pn3N25cuHiR2+M+fPjw8GHDABGUKhSwQ6CoOQysEjSJYigJEMOxKEwWLTNjoG9lVZXHjh2bNHEiWBzhYaELFy6gKArHhNYOJ1y9rKI8ODBI9NpnG5obLUbz1DunXr58ubamNjtr0PadO178178eeeRRjUoFzOL+++8fNnz4s3/8Y0xs3NTxE1ieq6mtaWc8AIJApgIdjjmzZ+t1egETwCZCi50oEIAEBUNJkggCugUGFBsfo9coBIG9WOLU6LVXypqSYxxtJY3NLfzFCuf2/VXZGaECKhPCVdW5G2mM9+BKMTfa16fOGE0Gux15vpEEef5CHnQfHRMjrbjQDAuPsby8bPbsWSVFRTIxpS7YgwKJUJJFWdTQio1gMEBXlEyMGGQAhFBOGk7gm1taauvqABHQvq+MBIxud3YAU5OcD5H3C0pDxbBgLOIoyBBoY111zcjhw0mMaHW5jhw7BjTNarVg3C9oM9iHI7dIJBxZu3atv7//o48+yjOeDe9vrChHkbLR0TEwE8J8/sorrzgcAfAWwkusVKm2bt26e9duu83/jgkTCgsL333vPZVK6XQ6o6Kjgx1Bd9xxx/r16z/95JPI8IglS5agqsNKJS/wKHgHQ6TGZDR++PHHfhbr9BnTNSr1+++/v2HjxoiwsOzsbJicwfr44x//CNqV3j/9zmnToqOit368tW9qmkahrGquefOtN1vb2urq66IiowIcATCDDx48+ErhlYED+gMi7Pti7/Gvv1YoFXZ/e0hwMMzLg7Ky1q59+/HHHh8xauSQwTknv/76uWef02q1qSkpKgA5hZLnBUom0xn0KrVKhuEffPBBQ0PDc8/+yWKSZw3Ub9pWsmm7TK0kc9INcsqzYWvV8dO42aAzGwRa4BLjLIc3NDz5/5oG9jVOGx7g7mj5+wvPw0juW3YvoB5Qm3fffRce75qnn4bPgHp/+9tfAaQAduOiYyvLUSZKtA2Gi3nlBAFGBW3eeP31Zfct0wHUGQzwLfBEP6sfwEpUZKSfn98f/ucPsbExc+bM0ag1arV68webabdnwh13WMxmxCgxzGgw6HR6Gco/i23/bDuAV3xcPJCXlpam1aufnHbntN88+CDN07+cXRsfjtwigXcU3vV77rlHTqECOBRJTpk4qaSkFDQfXlmjznDnpEkJsbEWq8VoMAKP7pOaljVgIJwSGRauUqsBLBbNX1BTUwMTXXhEBBgLkydOTE1IrKioAAxSqVTTpkyFs4ApSA4wwKvHjh6TkpwMX2GccPddd0FLkiSB9qvkckyhWPmb5ZcuXoS5GnoDa+buuXNf+t8Xnv3DM2BkxcXGTRg/vrCgELAprU8fhVzR1tFRWVYxVVqVYJhhQ4cB6nV0dISHh/v728F8gKH6W/yAkgAIapTKB++/P+98HtxaREQEzNhgDcFMDjQkNjoakMvt8cyeNRvlqcQxxsONzAoID9I1NbmiwvzMWm74AEuIH6VWUmaLjhQ4zs0kR1kfvkdbUt0UHqTGeQbG89DKlQa9DrnYCSjh87y75yG/FfSZQamesrLS+/cPCgykPe5+ffokxydIII6LvCMkMPDJJ57weGgwRvqm9UlOTARmB/AKj0hGkEqVfMWvf51/8RLcO1hA0MP0adNQQhmdDiyxBfPmUahEvHvyhIlyhby4vAzA99y5c8uWLdPptPCz2vxswN10Gs0vLU29D0duncCrHBcXh5KYsijXhgMmc0cQJibmAdEoVQP7D0ApNJAfK/Lb9LeiLMqgb/CPUi5PiItLSkiAL1GWU1TTC4uJio6PjQMCQtOMSW9A53mj5tHFDDo9zJ88yqXCWs0Wu58NExOd8KLHlF6rBRKB/DFYROj9LdZVK1Zu2bzlYl5eXGxsakoqAJnkl3XhwgWgUTKKevCBB8TqXwLMxgP6pcNXKGstg2KJYLQAgknx8ShhJcMAAcnIyMBRXgJGJAGd0QBwiuhXGxURgdK10jTySRH4pHAtEaljwZBjMSWJ9Yk3ic+ARR6sHJzDRwYqY4IdMHawSggcS0lKQFYfy0peQjHR0ZiI1BQpi4uJATMwPDTM5fHAnaqVKq1o6Hl/A6BFpCwqAgX7wGOE8RAqNYserwJaQucCx1tM5iE5OXAKSknD8X5mMzw6MT8vazWZUaZfgTeZENafPHnS6XYtX7kiNiaG8XjgETU0NCbGJwwfPqxHkv3bXnw4cktFykUkiQQfXX+iF9ft7vpT4DGaveYiieCj27loF+b6I15/ym7TIPIv9Xh7AJ2j2e4RM6h9lwsm8gGjaeD49957r8fjgWt5OkcC2mK1WmfPnh0SEmIwGDiEgBiwBLq7+6Y423cNBm2R9mjQufPNdTa45pYuVlqmmWtLCbyAeWju2nlSFBJzXUgOI6a/7LrVrt50Wu2cWXOAKbhcKAMj4igiD7xuJILA0N7Txe0er8mJElBLboEicHfeGS7+5R0PAhrxTPTDCVjGgAE52YMRIAINFFd8DUbD5CmTKbFYB/ZLEh+O+MQrYvUcvltmSSRwBOADoAQU4+fv+g2D1+l1vLgS0nXkp7sc2EFA53hU2wSXSrSiAknw+ZcXbuPDEZ9ck16pOGgFKjrxXyK3AOzwzojw7h7+3iQFYI79IkN/fTjiE598B/kmevPLWla9QXw44hOf+OSHig9HfOITn/xQ8eGIT3rKL833wSc/XHw44hOf+OSHig9HfOITn/xQ8eGIT3zikx8qPhzxiU988kPFhyM+8YlPfqj4cMQnPvHJDxUfjvjEJz75ofL/Af1EMsFbMM+hAAAAAElFTkSuQmCC" width="365" /></div>
<h4 class="western">
Example: Netflix Search</h4>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="288" name="Picture 11" src="data:image/png;base64,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" width="384" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
In this example,
it’s building the type ahead search for Netflix. Key presses
collection is throttled for 250 ms so a short burst of key strokes
are grouped together as a collection. That produce a 2D collection
(or a collection of collections). Then it’s mapped to a function
to call the server to execute the search which will retry 3 times
until the next burst of data comes in to keyPresses (another
collection, as it’s throttled) and ended the current collection.
The result is a 2D collection of search result collection. It’s
then concatAll, which make sure the search results comes in order of
the key presses. E.g. a user search for “apple iphone” with a
little pause between “apple” and “iphone”, so after throttle
and map, the search API is called twice, “apple” and “apple
iphone”. Now assume before all results from searching for “apple”
returns, the user finished typing “iphone”. The result from
searching “apple” will stop immediately after “iphone” is
entered. And once the UI finished showing the “incomplete”
search result for “apple”, it’ll show the search result for
“apple iphone”. However, if the search result for “apple”
return even after searching “apple iphone”, probably because of
too many hits to the search term “apple”, the resultant
collection will contains the result for “apple” before that of
“apple iphone”. Thus, we won’t wrongly show the result of
“apple” as it comes after “apple iphone” and overwritten the
result. Note that if we use switchLatest, the search result for
“apple” will be dropped (cancelled) completely and only show that
of “apple iphone”, which is a more desirable user experience.
</div>
<h4 class="western">
Example: Automated batching</h4>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="302" name="Picture 24" src="data:image/png;base64,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" width="572" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
In this example,
we can getting the bookmark and rating for each of the video in the
user’s catalog. If we’re to kick off a network call for each of
the invocation, it’ll perform horribly. Under the cover, it take
advantage that it’s async so that the code runs very quickly.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="218" name="Picture 26" src="data:image/png;base64,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" width="620" />
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Even those we are
making hundreds of call, we can capture those requests in 1 or 2 ms
window and batch calling the backend in one network call. The
benefit is that the developer can develop the natural way but the
underlining layer can optimize based on how the resource are located
so if it’s over the network, we can do auto batching or streaming,
if it’s in memory, we can simply retrieving it synchronously.
</div>
<h4 class="western">
Adopting Reactive Extension</h4>
<div style="line-height: 108%; margin-bottom: 0.11in;">
The benefit of
adopting Rx</div>
<ol>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Concurrency
and async are not-trivial. Rx doesn’t trivialize it. Rx is
powerful and rewards those who go through the learning curve.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Observable
async multiple value (future/promise only one)
</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Abstract
concurrency, non-opinionated concurrency.
</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Decouple
consumer from production.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Powerful
composition of nested, conditional flows</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
First-class
support of error handling, scheduling & flow control<a class="sdfootnoteanc" href="https://www.blogger.com/blogger.g?blogID=341979578330387332#sdfootnote1sym" name="sdfootnote1anc"><sup>1</sup></a>.</div>
</li>
</ol>
<br />
<div id="sdfootnote1">
<div class="sdfootnote" style="page-break-before: always;">
<a class="sdfootnotesym" href="https://www.blogger.com/blogger.g?blogID=341979578330387332#sdfootnote1anc" name="sdfootnote1sym">1</a><sup> </sup>
Flow control will be discussed in scaling.</div>
</div>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-88135739025178023332014-12-26T00:45:00.003-08:002014-12-26T00:46:06.502-08:00Reactive Microservice Part I<div style="line-height: 108%; margin-bottom: 0.11in; page-break-before: always;">
Two of the biggest topics in QCon SF 2014 is reactive service and
microservice architecture. Both reactive service and microservice
goes hands in hand, you basically can’t build a good microservice
systems without being reactive. I’ll start by looking into
reactive service architecture and microservice architecture
individually and then look into what reactive service architecture
means in terms of microservice.</div>
<h1 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341742"></a>So, what’s reactive
systems?</h1>
<div style="line-height: 108%; margin-bottom: 0.11in;">
The goal is to
build an application that user wants, in-sync data, real-time
collaboration, instant feedback and not to wait. Nothing better to
describe a reactive systems then the reactive manifesto itself.</div>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;">“<i>Systems built as Reactive Systems are
more flexible, loosely-coupled and scalable. This makes them easier
to develop and amenable to change. They are significantly more
tolerant of failure and when failure does occur they meet it with
elegance rather than disaster. Reactive Systems are highly
responsive, giving users effective interactive feedback.” –Reactive
Manifesto</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Defined in the
reactive manifesto, to build such a system, we will need to look into
4 traits: responsive, resilient, elastic and message driven.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="287" name="Picture 14" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAmIAAAEfCAIAAABtYD0zAAAACXBIWXMAAA7DAAAOwwHHb6hkAABRQUlEQVR4nOzdB2BV1f0H8HPuvm9lJyQhYe+9NzIFEQVxIVhnHdVW62q19a+1dVWtu7ZSbd2Kgy3KFhSUvQl7BJIQMt+8+5z/uQkqWqNWIS/J+33+r/5D8pLc5J38vuece+65AqUUAQAAAOC7CPE+AAAAAKDhgpgEAAAA6gQxCQAAANQJYhIAAACoE8QkAAAAUCeISQAAAKBOEJMAAABAnSAmAQAAgDpBTAIAAAB1gpgEAAAA6gQxCQAAANQJYhIAAACoE8QkAAAAUCeISQAAAKBOEJMAAABAnSAmAQAAgDpBTAIAAAB1gpgEAAAA6gQxCQAAANQJYhIAAACoE8QkAAAAUCeISQAAAKBOEJMAAABAnSAmAQAAgDpBTAIAAAB1gpgEAAAA6gQxCQAAANQJYhIAAACoE8QkAAAAUCeISQAAAKBOEJMAAABAnSAmAQAAgDpBTAIAAAB1gpgEAAAA6gQxCQAAANQJYhIAAACoE8QkAAAAUCeISQAAAKBOEJOgoaAUhaMkGCaaTh0HIRzvAwL1iSKOQ14PTvJxfh8X76MB4GsQkyD+bIcWlzpHi+1QhFg2chzKIhNiMrHUvOKCgEUeJfm5FrlCdibPcdAIQPxBTII4q6x2du2zyquIWyV5ViiRKGIM5TEBUUQocgg6UUHKKs2MNK5TGyklCUaWIM4gJkE8FR23t+42DRNJIuJ5ZJqIDSijMWqYlBAYUCYMijCHFAl7Pdjv5RQF2TYqLSfBsNG1vZiXDWUKxBO0PxA3x47bm3eZxEGK7JbFYyXOsRI7HHNnXN2MBAmG4xDGKODD+TlCswxekRDrLbEWwj4ESQniCBofiI+KamdrgemwjJTclTsF++0TFYRVSTamZOWS52qGkjTeRwnqR81rTWuWcVUGaWXQalbmdG4reFTOMNH2PabfxyX7YfYVxAfEJIgD26Y795qWRWUZR6Jkyy6rOkxFwU1H00aGQW2HwoRrQmEZyfNYlbEkunMJJScIax89O0mqinXdbS0De8k8rOgB8QAxCeLgaIldUU0lEbt5ud9mGcmKI6uU5dWkooroRryPD8SJIqP0FJySxEsSawx01343KVk7KaskxaUOTL2CuIBmB+qbQ1BRqePOr3LoSJFzooKwcSTLyOIyp6zSHURyMLuWqDSddaGobpLsDE4S0PFyUnzCyc/lTZuyrlVulgBtA9Q/iElQ30Jhdw8BgXcXaLAhAit87FFeSdiIgcNwKUhCYy2BUlRWQWQRpaVwyGE9Kjs7kxMFXBUikRgJwM4DoN5BTIL6FooQ06KqjMurWOGjbExp27SimmAEGQncxa4sKVnbSPJjnsehCA2FaVoK1gy3gwUxCeofxCSob+Gow9IQc1jTkWVRRcbhCDVMmGsFJ2EOmRbSdBrwYd2kmkndWQZMw1G4TgjEAcQkqG+2XTNkQCevAUAYWbY7gIChJKjFGgIhbqv46p+1bCdOBwQSG8QkqG8Qh+AHndxi4ptNxTDjdDQgsUFMAgAaB+hggbiAmAQAAADqBDEJAAAA1AliEoBGpvae1TwsDAagXkBMAlAnjFBMI1bNAsuTi3MplmSsiPE8KlXBlFALln0CUC8gJgGok+1wQwYrGT73UgRJxByPqEl27DT3lhBFicN6EkIoFqQH7k8KbQg+MNMUJdiQAYAzDmISgLpRWhWhF04N9M+mz84IBzF/xWWBa6PWo88GPztEZLG+M6rmInv7lddCdtAWRMhIAOoDxCQAdeIFumFtrFMvuf8YYe0mfdsRsvUofeN+/9VT1M8ej7pbIiCkG9S03VtJywqnSsixaUyjFGOeQ4KEOUJjOuXYSJS6e/JxAvaqmKu5LlDT3fuFUYTYoFCVsW1S9h4sYZ4iiz2TP/lMXaeGTXke8zxSJWwZ5NPVmuTnfDyKuIfADhL7VWzqNGZR9h29MjYNqlvu3g2ijNmnxPu3CEDjBjEJwPdRZCzy7huqghUBlR4nIYI8Hs4dyVGqObj3ALVHHocRXbta21VMfWnCuAlyKiKFFU7RQdtQxb6dhXCpgwN8dipXsl9fsc12MLIQHjRc7ZjFsc/csk7beJi06iD17ihoh+2Yn2+ZzR0/ZH6y1WK52bmP0q8lX3ncOVbhbD1kt+wkT2nDH/lCr04TB3cVWaAGy6wP11utB6qDc7nqY+aCtWbrbsrQDgL7yjs26usPO5IEw04AfjqISQB+BDbCIygpS7z8UjWTozPX6IQgw0JDz/Ve3Y17c5Ex6qLABX2F6x4J97/AP141X/oC/Wq6f9Ps4LFs9bcXKrEjxnNzNJwp3ztF8TxU9epmZ+o1/omt0LsLjV4jvX8dIz/wULXSQ/nVxSo6Yrw4W0Pp6r2TlPAdFftT5Funqh+8Fc3p7x2b4tzyZLj/cM9NI6VlRdaT+538ywNj2uHnn6uKhYkucOeMV155Sm/V33vLJOnjWbFWZ/sfHi394S/BdSVUkeL9CwSg0YKYBOAHEIcigbt4ir9tV6WlYz3zdOW89Y7A/nQUcdo4df+qyL5jdspWc8SF6jl9TSmPT6lGRTv1l2ajtCrnvT2xcZMVdbOxcKEW3ep07pF2yWBlS8i6aoT09mMVczY5S7Y6WY+n3TZNuWRGbNR4NX+78f6CWG6FcO0ob15LXEHFNrk8dsic9yNlvQXBIR+8qU0cICIBlx8z/vpSuOuDSWkU2QbKVvHmxZHZu8gDj3qFouiuEqdsizW1lzp9tLD2NdOdBYYRJQA/CcQkAD+A4zGyydyFsa5EuLEH3bHNiprYxyOcL6Qn4WN+fvAAWTLtGW9HDu22j5XGBt/i++Bf6uLFsZc3UJTiDkNFB8keHKmgB7aTzi24bq3lVJtWHqL+FN4JW9u2m4P6CelppruRqYZEHisSpgjJCtr2RXTONvGP96YdKdBfmRm1CZJthBx3y3jZw4UPG0t2OpMmKG9scob1Eta/G/X7uPap2Czj+vVRFN554Z1IRYkjxfXyFQAaO4hJAL7Xl3tw62H7jZeDvR9O+8ttgesfDR+P0UDYXWhjFhovvKNbCPcd4unZgj9QbNx1vzFkpPfa8/wZBv31EpaSiDrUsZEjIiWAgsdJeSWWk7nU9pyxhQgUYR5FK6gWrv1uNf+tuWEUC8VUhVs0I7g4V7zhKv/9d/LVf6pcV+Qu2yEsKTESCF26OHbJbZ5fX4vICWv9AcKlc4RHRpX1n9diMRvlDVDP68gL1CEwlATgp4KYBKBuFLHBm+LjkIyTVWwX2o//M/TiI0kP/oY+/Xps72Fj5U7n0utTcEbkiyI0abj05sLohBuSvB+F7p8RatVeHp7NyQRZFGW2EgIKCnQRh3bEi18wPjuItgS906Z4N+wPF6tyrzb8okWR4zGc6kOqD1uUcgrmEMYWbtvZ87tx6Ff3V9/3Dj/rLk+qB1MFeVWcnIe5tUiQ0f5dxpoi3znD1KcfqqziMBciH66z7hif/DwV5u9wzj1HKfgwojlIgT90AH4q+OsB4LtRSm2bnzTJ168lX16Npl7g886JLd+l/fVl4Q9TPffcLHz4QeTVf1R7bwqMGecbbTjz3gmv3em0GOr0Gu59pCPN0c2n5mjlCs8ZVG0t/fL6pKQcfsPs8NtfsHElevyp4K1XeG+/MVCF8ZHPIi8tcS67zJccJKSjdNF0X7P2QnkV6TfAhzc6hZZ4xy3JppdbPDO88Si64nLVCZOMvmqvbfaGQw42nPmr9fwIXbPPViTME/rRu6FMJXDBWd4ew+jKheH3t9oiXBMCwM8AMQnAd8MYCwLZtC62cU3UsJHqwY5GA35uy7LIlZ/HajNJC5Innqj6p4xZqEZj1C/ixf8KLebZuBDHwiQYJEorgZfxkcXaf+YZxIMqqwgWsFdCx3br9zxgJPs59kXKKglS8efLoisXRthfpCxhutZ4zUAS+7IGeXc9CiRxIqUsOJGEl84KL3jLvRCT2lQRMZbQ5kXhmxcjm9RcuCJgJ+y89PfqmR43GqMxgjgs4pNzuQCAnwBiEoA6YYyq2QivJmTcXQI4xB4smwyN6hplHxUkTAiKau4zeMFdTEocd2VsaYX7UV7EPgVnSogL4GDIMSxOFDFXE1oS+0THTU33E2v206kK1n4fFK0JNVrzHd25V4SC1e6HOMHdo6Cy5m2kU547uc0sT5FJvtwJnbqHwX15SBx/8tsBAH4yiEnwc733YXTvYVtVsJsip0zvsXKuG1SR8ehBSreOjfXCPfeH+ta7WP7xdT6BBVvtB91lO+nC9FGKc8w2mkvD+utLthIWdXV94qlf81vfDn3v09w8/uZz2DEkwh92ZZCsWqezfoPPg3keV4dIJEpquw6s72JaNCWJmz7J61HhXirgZ0mEvyZwZpVVkT0HLRaK5ZUkFKU129O4Ack+1KmN8Mupvg6tE/GKBMxjIerMfiv8jkExj0QeKXCO8LRK9nPNm/HvfxQrOGCzwbQk4tphOOsleFUsSzg7k7vsPG+8DxM0ehCT4GcJR0nntqJuoF37TTY8YmNK26KsI9+1vcAq1MhBipzI2UCQbteUbsedF4UL/E8v1t76dpNnPCQt/1z74GOt4IAli1gQsCSiVnlCj45Sl/aCIMAvHfxcEJPgf0fRwaM2q0pfbDZ27rNOVJCcLD7gw5ZNozGUmcZdOF694GxPwAeTXW4pB2eUR8UTR3mG91c++Dg2d6l2vIxgjINhsnClNnMhaZbO9+gkDuolt20p5mTWNa8NwPeBmAQ/VjRG9h22120zNu+0du2zHIpys3hWgAb2ko+X2axCWTY6f7Qy7Xxvy+bQrkC9Yn2yqy/yjRqsvD47unS1u+PuhePU9FT+sw3G55vMuUt0vxd36yj27iL17yE1zxZgAhz8eFDOwA8IR8mWXeaG7eYXm83iE44s406txWsv8XbrKHVqK9aWm5ffNW0bPXJXMkvNeB8vSFwtcoR7b04aPUh55pXw9j3W4/f4JoxQ2chyxx5rcwFrwMaMdyIz3kEtcoUB3aVBveUu7UWp3m8aChodiEnw3aqCzs599qr1+rotZlklSUnCPTpJV07x9ugsZWfw35pLnHa+jz1UBSoOiD+Wfx3biIZ58kKYJD83pK/MHtde7CsqdTbuMFiTnrVEe3N+tGWuMKSP3Ker1LW96PXA/Dj4bhCT4Bsqg2TzDmP5WmPHHrO0jGSm8727iCMHKp3biRmpdZ7agYAEDUpK0ndkHmulbVsI7HHpud6jJfbmXeaqtcb85dprs6J5OXy/7vKIAW6+wjl18C0Qk8Cl6XRbgfnJWmPNZqOiimSlc0P7Kn27ST07iSlJsPABNAincZ+EvGyBPc4f7TlR4WwtsFau1dljzhItJ5NjncKhfeVObWE+FpwEMZnQHEK37TbXbTWXrTGKjtssEQf0lEYOlPt0lc/cAJHCrjDgh2BM/3uRsHQGylVmGj92KHsoldVk7RZjzSZj9mLtnQXRNvni6CHKoJ5S25aJeNUvOBXEZIIqLLZZRVjymV6w31YV1L+HfM3F3n7dpLSUMz52/GofGYzdHWZYagqC+zZ7A64sBKimSXCcewVkbY/qq26VfCYDKzWZO2eEyh4lZc6ajcbyNfq/3on8+13Uo7M4epDKuo8sUM/gtwcNGMRkYolp7vDxo5XaZxsMy0Zd24t3Xhfo01VskVt/LcHn5Si1KXHPFYmiuyeqV+UkkRgWgpQEqCYmFRl5FHfbW9ZC3L3gXazB1MdZw+wM/sLxHvbYfcBiXcnln+uP/DOUksQN7SONG652bSdKcDFJgoGYTBSHj9nLv9CXr9YPHrXTUrhJY9XRg9Uu7eIwoRTwcaKAbQclBziPisMRKomIHVLRcYKgv57wakeQacmcICDTQik+nOTjbDcvUVKgXhfXdGwjsseVF3o3bjeXrtFXrTMWLNc7tBYmjFDP6i9nwOAyYUBMNnGs6KzbZsxdrH2xxWC1pk836bLzPUP7Kkn+uC3nY9864MOVQapI7gYFBWHbISg9hTMMWl5Nce1kLPTXEw/LR+reMYU1BpyaxBHivisni2e9KN1AGWmczxuHZsFzuH8PmT0qpjqr1huLVmlPvBR6+T1uRH95wki1W4fGuqc/+PEgJpusqiD5bIM+f5m2dbfF0ujC8eq44WrbFvFfjyDwODdLqKgyCcF52XxZhVNW5Q4oWUGUZaeqmuoWcpx4HyWodzV7ArsdJvdyDuoOJbPS3c3NHTc7aV62wHPx7D2lpfAXnO2ZNEbdvsda9Km+bLU+d5nWp6t8/mj3zCVcRtKEQUw2QYeL7MWr9I8+iZVWkI5txHt+FRgxQEmu3wmr75eXIxSW2MEwkSXcpZ20cYcZjlFRQBmpfHKAajq17XgfIqh3Ao9UFYsCrrkNFkoJ4C5tRUHAhuFGFOvqxfsAXRzn7rPBHtMneT/5Qv9opXbf09WstzdpjGfMUCULZmKbIojJJmX3Aeu9hbGla3TW6x7cR77rBnVgD5lreH+5koi7tpfWbjFYNfT7cK8u4q79VkVVza2MeRzwYZh0TUCU1t4n0p1rbZbOdW4n+rzYMN2zkp3bijzfsNoEi22WlBdP8KzeaMxdor3wRvj1OdFxQ9XJZ6ut8qCuNinwcjYRm3ea7yyIfr7Z9Kh4yjjPxFFqm/wG/eKygWOXduL23aZh4SQ/16erdOy4U3LCCUepYVKIyQTkXhrEYzaIzMnk3SlWAbFxJMK0ewe5Hq5T+mlYh2/kQGXEAGX7HnPeMm3e8tj8FTH2z4vGq53bwWnLJqJBV1Lwg2yHfrHJmLNEW7PJSE/lLzvPM2msp7HcMKhVnnuidOdeS2cjBgG3zhdYD53FpGXDEp5EVBOTKOB3rwBxHHfZjiSgbh2lvJyGXqZYc+3eUWKPyyd5Zy2KLflMX/ypPmawfMm5HgjLJqChtz/wPVau09+ZH9uw3WzejP/1Ff4JI9QGdQLyx2BJ6fdxO/eZVdXUsqgo4vQUDJdPJi7Ken5I1ymLnvQUrks7MTW5cfT5arVsLtx+beDyyd75yzSWl0vX6KMGKZdM8HSFBbGNGcRko7R5p/nW/Oin6402ecJd1/nPHq4mx+8Cj58pPYUf0kc5VmIfO+5UhwgbWZ7WzTtB44LZgDI9lc/J4lvkCA3tfOSPlJnGX3uJ7/wx6rxl2gcfx1Z8ro8cpFw60RuXy5TBzwcx2chs32O+MSe6ap2RlcHfeqX//LGqV22sAfkVgcctm4v5OWIoQqrDJBIlNsy7JhhK3aU6fh+X5OP8Xu6/N3RtdDJS+Wsv9k0a45mzODZrcWzZGmP8WcoVF3jrc8crcFrAC9Zo7D9ivT0/tvhT3evB1031XXC25zvvFtR4scqYHOAa3bwxAN8jPYX75aXuyHLWx9p7H7Gw1C8c55l6nud7bksHGhqIyUagvNKZ+WHsg0UxDuPpk7yTx6jNGskiHfDjGSbVDRrH3ZHAmZOZxt843XfOCIX9Ic/8MLpolXbFFO95oz1wo9ZGAWKyQXMc9NFK7d/vRY+X2RNHqZdP9uY3+FV/4KcpLLY/XW9cc7Ev3gcCzpQWucLvrg9MHKW8+kH0iZfC85ZpN0z1DeuvxPu4wA+Amttw7dhr/vOtyBebzUG9pft/k9qjMyyWa8oOHLE/Wqlfdp4XRhhNW+e20l9/L326zpgxM3L7w9XjhyvXXuJr2RxKccMFr01DVF7lvDEn9v5H0fQU/oHfJrE/pEa65A/8ePuP2CUnnL2HrB6doD/U9A3rL/ftLs1eFHt1VnT1poorp/guO88jifBn3hBBTDY4y1brz70eLi13LjrHc9UUb4PdfwScRo6DCg5Y4SjZsRdiMlGoCp42yTu0n/zyu5G/vx5etVb/9ZX+XjBp1PBATDYgZZXOC29G5i/VenYS/3RLUk/4g0kYhTWXjSoy3rzTnDrRA5MHiSM/R3jgt8kjBmr/fDN6832V0yd7r5zi9XlgJVcDAjHZUHy0UnvhjUg4Qm65yn/xOWr93KgdNBAF+6zyKkeVuX1H7Ipqkgk3mkgwIweqvTvL//kg8uoH0bWbjVuuDPTtDr3khgJiMv4qq53nXw/PXar17y7felVyxzawVUfC2b7XtB2kSKg6RHbsNUcNUuN9RKC+JQW4314dGNxbfvLf4d/8ufLqi7xXXOBTZJhXiD+IyTjbtNN4bEb4yDGb9R+nT/IIMNuWeKIxun2PpcpYFJBp0S27LIjJhNW/hzzjIfFfMyMvzYyu32r+7oZAu5bQb44ziMm4sWz65tzoi29FWuYKz/8ptU83mGNJUHsPWWUVpE2+oBs0L5vfsdeKacTT+PcgBD9NwMfdcW2gd2fpyZfD1/+x8s5rA+eOgm5TPEFMxseJCuexGaEVn+sXjvfcOM2fmgw1MXGtWqc7hHZtL27fa/XsJL0yK3LoqN2lPXSbEtrIQUrHtuKTL4XuezpYcNC8abofek7xAjEZB9v3WH9+rrqsktx/S9L5YzzxPhwQZx3biDlZgm7ScMTo20PCnM8LCx0BQtkZ/F/vTnltVuQfb0Z27bP/dGsSbMIVF/BLr29zl8ae+Fc4K5177v6UbnAXOoDQuOHulNo7C6KajtrkCwN6yPE+ItBQcBhddaGvTQvhwedDN95b+cdfJw3pDc2jvkFM1h9C0Ytvhl96NzJ6iPr76/2wbwD4FowRIfE+CNDwDOur/PMv/IN/D93+YNUd1/ovOdcb7yNKLBCT9SSmkcdmhOYt1a+6yHvz5QEeIhIA8KO1yhOfujfl8RmhR/4RKq0gN1/ubwK35GwsICbrQ1ml88CzwXVbzLuu9192HvQEAQD/s4CP+/NtydmZ/EszI+WV5Pc3wKKeegIxecYVFtt3P1ZdXOo8dGfS2KGwsBsA8BNhjG663J+ewv31xXBMJ//36ySWnfE+qKYPYvLMYhl51yPVbDT5+D0p/WD3KQDAz3bJud6An/vzs8HbH6x65HfJGalwCufMgpg8g46W2Hc+Ul1Z7Tx+dwrsHgAAOF3GD1dlEd37ZOiex6sfuQuS8syCmDxTWEbe8VC1ZdOn70vp2g4yEgBwOo0cpD50B/7D36rvfqz6sd8nw8r5Mwdi8owoKnUzMhwlz92f0ha2ZAQAnAEjBioP3ZF079+Cv3+s+ok/JCf7ISnPCIjJ06+ymjzwbKi8ijx+dxJkJADgzBk5UH3wdvx/TwUffD50942BdBhTngEQk6eZYdI/P1e9fbf51L0pfbrBfhkAgDNr5CDl7hh94uXQ/iM2xOSZADF5mj37SvizDcaDtycP7AUZCQCoDxNHqV3aC/m5MHd1RkBMnk4zF0TfXhC7+XL/+LPg+kgAQH3B7jY98T6IJgti8rTZuMN88t9h1q27+iLYZwcAAJoIiMnTplVz/tar/BNGqByH430sAAAATo8fiEnLppEYiUapblLTpJbt7pYEvhPPowE9peJSu7A43ofys1GKBAFJIhZFFPByPi/H3o73QQFw2jiERqI0HCWGQQ2obAmDVTaOQ4qEWX0L+NzKJks//MLXGZMxjRQW28fLnXCUEqf264PEUtN8MCsfAR/OSOPzcwS/FzaQBI2bZdGjJXbxCScYJraNoLIloK8qm9eDM1L5FrlCkv/7Ktt3x+TBo9b+Q3ZUI5jDooBECUFfK0FR1u9GwTCtDFpHi+1W+ULbFiIPs8qgcTp23N57yAqF3WRklU2SaoolSEDUvQFwJEZDYetYid2iudi+pSDWMWf27Zh0HLRtj3mkyGKtR5ZZSqKYTqMx6t4tFppToqmZoPComD0QxaaFdu61qkO0V2cJ5mBB48Iq2M595sFCd/woiYjjkW7QSIjaDgwBEg91X3RW1ryssonYstCeg6yyOT07yWx8+d9P/0ZMsozcUmAUFjmC4A4iI1FaWGKXV5IIxGRi+jIm01O4/Bwh4Mecg4uOO8Qx+nSTISlBY0Ep2r7HPHjUFnh3EBnTWGVzyiodNgBw512hIScaFpOssik4NYnLz+VTkjjeQaXlZN02fWBPWVW+PQH7jZjcfYCNI21W/ngeFZU6uw9YMd0tlKxtCUJNW4L2lDgo+z+3vkQ1Go46rA21bcnnZwuyhEpOOKzo9O4qQ3MAjcK+wywjLZHHvIBKy5w9h+xghHLYXXbnzrsiqGyJpOZcNKFI02lhzCmtcNq0EFrmCoqEqoNka4HZr7vM899oEF/H5PEyh/W2RMHNyMIie9d+m40gJdEdnLqLwSzKxppwsjtx4NoiImJFYm+5M1Q79timQdu1EkURHy2xM1P5vBy4oAg0dNUhsv+IzXPu4kbW+9++x7Kdk5XNtKgRc+ddobIlDva6s7GfW9lkt0nYNirYb5smbd9KkCTMxgAsB9t9cy/uk2WOtZL9R1jroaqMyypJwQGbhS1rSSwdyypIKOK2JIeczGGQEDBllYUlpc+DM9M41jAsG+0rdPw+rlkm7xj4QKHF3mD9qngfKADfZ99hyzApq4ksLwv2W05NRrLiWFbpsDGlZbmnLSEmEwiLyZoxgM+LM1I5j4JZkzhQ6KgK1zKXZ+NIFpPNmwmq8nVlOxmTrMVUVhNW8lj3au+hk70tzaBHi52o5k7jumMLuBYgsWBWOlg1qaymMd3Jz+Y9qruKZ99hOyWJY02FlZjjZU5eNgwoQcMVDJETlY7AY+JQ1nR1w61sNdeEuL1/VtZqxxYg0bBorKqm0ajTPJsP+DBxB4p2egrn8WBNo0WldtsWXw8ov4zJCschVJbwseO0OkwFHrGkLC51M5KHHecTVe05G9YAdB0dK3VaNRdEAdWkI2mRy7Me1YkKiEnQoLGMNE3KRgZlFbSimrDGzApi0QnCmrEAlS2B1Z5Usmz33sCyJMgi1nW339+2hUARPVFOWud93X9yaxylqDJIOA47BJVXObWnJKuqSCgKGQlcrBnENPccT0Yqh6g795Cfw7MGEwwTFpaw5BU0WFWssmHMSlxFtcNqoiyhUISEwgSu/QUMC0LDwJXVNDvTvYCWpWPL5kjgcDRGNJ1+dXGIG5Ose6Ub7rovy6LhCGtA7mR9JErhTCT4Cmsv4SjJSOEw515Kq5tUFNzrjUzL7VQB0ACxdIxphJU/x2HpSGsHB+EodQiGoSSoxZpH7RWPrHloBolqxO/hWH0zzG/GJPpyjx2Wl7UX27JWZdkUrroFX3N7Uax5sO6Ue8bbrumYs0biOBRW04MGi365+t8taDWbDFgmgpEk+AqLOdY22BBRFN0zlKy4sZGAY1Hb+XqYKJz6bLcNWW46wrov8N9Yq2At5NR5eJu47wGg4atNRlqzRRkAp8JfXsNRMwBg3Sn8rYs6YP0F+OmgUw4AaPIgJgEAAIA6QUwCAAAAdYKYBAAAAOoEMQkAAADUKUFjktZcFIrxT1mEUvu5sKYcANCInFq4aq9lwPjb7wffqcnGJKVU008u/v6qAbB/SRKWePfOADyPf9oeQ7WtClZ5AgDqjaFTm6CvLlI+Wcr+x/pNCUI8cmzqsP/PYf6UmISC9j2aZkyyF14QheG9BWxRgt3bb+KaK2Esix46aBXZ+IpLfMPy8OxnQgsqifpD97hgn2tbrI1i95YpFE37VfJI0f7D0+EqHsPtMQAAZ5Q78uNRzz5KskB1B6kqZlXbNMj+fdaxIHXvc/fDXwLFTDT4PP8dQ7gHHq4Ot1ZvuEhFZcZf/h2NGuiya5PGZpM7ngpHzR+3ORFGxKamjRX5Z/9sjUSTjUlKqCeJv366LzlmPf+eZhGERTzpPO/hz8IPv2eEDa5DOzFdwM6PuNbY1GhWR7l3rrN4pS3weOtqrYIjBodhmgIAUA/cG6TzePxU/+BsNOtfkcNJwpUTPUqZ/sTz4c+LWFL+0OdjxMadRbuN14OolGVhjKQ1E7K9Nna3a8bbN+hBrzsM+JF3SrF1GmghDetIlyy3HIwTYbO2phmT7PW2bWfe/OigYWpXas36OGpS7Fh0/UE6ohNnh8mnS8wbRwmkdrsFQmM6+w9ri1hRsCwg4tCYxoah7k072S8ohvDE8d62WvjtBTQ5CW1YGVvD4cxUjnd3baBazediHntkCE4AwGnmLqFw0GerYlJnZbCP+3xpbL6GNh5y/n2P/9YL7d3PRcKEEzg2vqSG7fb6JZlTRFbEkKax/7hFTBSwyKOD2/Wtm1B6GmceMrYWOek+94vzGG36XFuDcBYraJw7baYZlA0zOBF7ZcxGjTGDcjxmtc60KS9iRcQRG10wxjsqKfbuXKr6sYyb/ubfTTMmkdu2sEdFtd0j9jJzNvJnCpnUWraSKB6syicDjTqUyPyw4XIzP7ZizpZtVnGQiF5+zDApmdIjhc7REJk4zjttsHh4u3zRWXjvISezt8LHnI17bMuinIcfPVhKVVBFkbWuwHZ4SMqfIhQhx8ucls0FuNkIqFVS5t4Aq0Vuky1Q/yt3rrWmnKleTrVI+TGzlKLsLM4jo6CFdJO26iD3bsUTk2zdah6oILLKDR/lyZJQYaFTWGmHdDRwiJKC6OZtVpnopiaq2XtS9nF9+8qyaW8osDUDedOFUT0lL6Ylh6wv9tipeeKglrwesk1RaJGGiw9bm/c7ky/zX3e2VL3fvngs2rTRPG4hoanfsLOJt0K3Hfj5Yf1k3UId+6kD/NY9z0XpV2er2TjS4a68Inl6B/qP+cal1yRN2hD+1XPaBZf4ennIxzvILb/2vvFW6MAOJzjO3R63tAq17+75zS891buiv/izKfjFW27yN4tam8v4B6/yv/dS1bPLLFlOhEmI04NF477D9ppNxqadJuv5/vPBtJysxL1xQ+2CMhFOd9f44KPorEVa947SgJ5S325SbhbvUZt6Mf4hbsugyIhROcCPPtubj9HHX1ilUWxj1G2Y57qx0uoVRp+J/stHGTc/EO5zvm9MczRvnX39jf7Zb4e2hbhbbk5uHTSvv6OqqLYAsi/loI491Huu86Kjken/Z0op8q3X+aL7jLI0+f6pnqefDVa3Uf/vEtU6Ybw6X0/pqN46Vb3rz1UHdzkVYXeAEYxQNnxNhHrXxGOyZi0Pl5MlmBbKSeNVx/rGi0oR9XD5+dyaxeGZs/X2g9QJnSWP1+zdUaJ7oiuXxxCPgyGyda8ZtVBZsblqq5l0zB46Xs533DsVn32Bd3w+uvm28AaTb9lNbNlO4JZbCG6Y8b0iMXLsuLN5p7ljr7X3kHW8jHAc6tFJ7NddJdS9O2C8DzBuIlF3squ8yon3gTQIPTvLMQ2t3Wqs32Z6Pbh1ntCprdirs9i5nZgc4AQ+Ef/GCAslhTvncv8lPeSOPvrWy8GZKw2HR0KAmzrZq20Pf7zeLEySnpimTh2qy20kOap9sSqmUSw5aNdO451t9u/yEPmqPmGkCGjnqujas5TeEtIcPPhsb+9kcvdKvUolE4Yn3TZVueD+2J6zVG+R+dqsaOthaNqQpNxMftkqM2ggWmYu/sLw+DiJg0nXRk7gUaTSemtORLdxxmZzSDvOpu7dp0/isao7Tz1cNXSo+rcH1fYtOS2CMXHeXqT96Wr/wt7K3LmxNw87fr/AYcQL2KtgNgBlXTDW1myFa95ZNE+YwSgO+OmTj1aw7pUgJsQJ7Z+msposWBH76BO9sNhmvRaWjqrCSaK7fvj4CfLhCu3teTGSsLdvqLk/D4vJX/+pCn/7/gSJSFXdMyOOgzwqth3EOlUbtptvzUNpyRzrVE0Z5+nXPWHWWX6JY50Dk3yxPJaVIXZtQz/+VCvSsZ9DKX6ubRouSxamnCPIIpn5UWxnpV28PPbQr/wf/ktZMD/25laL57Bjfsedn4hDLcftn/EC6tqOx7w9+CxVwnj1wli0+uTNFC2LsG+tiJi4lQ8pintqifLYq9a8Uf+/iHrXlGOy9qY57AX2+TgVYbvKnruCtmgpJoUdx3af4LYbmbv2l0kDspxn/hEacHHypNaI57nijdpvd5tnX+Sbek1Sup889pHbvNj/bJvytTMf1D1DboSovyef2QwdLKU273Z4o1VOiKBEnxuqgyLjwb3ljBSe1bu9h+yjx23DdG+Zm54qdG8v5OcIsoJpog4mWadh8y6LDbIvOsfj92K4kx3m0Ilyd05++15br1lUkpPFt2wudG4r9Osm5zZLxMl5UvO/qiLn3RmhNo+mPvRb/68fCZeYOOAu28HF+/W/vWayJM3tJw9vzke2Gnf+3jprku+Kaf68DHrzS7q7qp/WXF5Sc6vE2vL41Q4D7KM2h6lO3ngjXKYhnCxcMFb0SF/eVBF/fedOVHvnqdp6mBirMZpsTFJCLYJZ6xFsZMZolFC3AbWVb5qqznslWMi5DYsP0HRVnDpYnPdG+KMCMiHA8Rzxpom3X+ldNav6vkcruWcyzmovch+bkuCunE5P5W2TcgL2eLCsOzs3GGS497Zf+p//IMY3VyZ2xM/8J0J/2tY+CYANC9q2ENnjnBFqVYjsO+ymwtYC6/Axe/lao2Mr8pfbk1OTE7ePwXGx7Xusiyd4Ar7E/SV8ZeaH0Y9XGTGNZKTy7VsLA3rKndoIrfMTd4mXrlN33Y2MZR8yy62nXwi9dF/Sn64kj34Q21/kLCtwLpuaErbDyw7TaVOUDXO0K69IKlkXeviJSiMj4+oOIqYaxyPRg9lbuunOjXkULBBqWNhd1OrlsEVXfmJecZPn2TvJSwvNjiM9bcP6qiAVZSRxyNQpG1mwdqkiNx1FEVkcTk3lOZOG7Ka/g0/TjElCqCgJV071tEnFYky4abovwgZ5HO7VX3F2xopMbvplkmWgoVN8S97UPthmDxvivU+1qEMMjj+7t1Cp0ZHnBXL7Oa0167U5ekgnK3bZg9p7Lx2pHTP5Nn6c5JOuHy/95/Po3+bwN0z0PN5dLS0y//VyqMJGP3wNE0AoJcD17y6zB+uT7j1krd9mHiuxnUQdStayalbzs5FTwBfvQ2kAfB5uWD95QA+pZ2cpOZDQ/QY2lGZ9/HPP903uwOscN+Eaf2xxZMVG/aFXpAeu9j/aVnpvfviNl4NZNwYuvSpwgU6WLojM325nD6MDx/n+2tHJE+x/vK516KRObM3rXjRmskpPcN3SOVERp46UPrOljpmcJMu/HCy/vCL8VGt8w9m+J/rTwt3aX+aYI6f4M1TK56i/OBc176OwxnnOaHV7cfijzdZFbTxXjeHmfaxVUYjJxgljTClZ+5m2ammUYOz34tq/sxWr9cpKh/WDPnwr9L5O2YAyGnT+8WTVB2mcYJPSD7UUP2ZDz9jHmuLFGUlcuMouCVJVwC89VzUviYuxsPVwBds0G2MRUZWj894Nfb4sIvNIj5KKyI/bEQOcgo29O7QW2SPeBwIalnNHquwR76NoEDD7K6Ho4B7j2Z26biPVg/UwSk5GG1aEr9oadU8kOjRabD38aNWMgPvMsgqHV/HbbwXfFXFWChdd4BwtJ+np6JknKnUHsYGgSfEDD1VYFIsc1bHxpwd19rbMhhYCnf16aPWHEZFDkSAJW8jaGLtlTRTxmJW4LUfC771DJQVHY/iD/1SvSeHsmFNmIDEB+jBNNSbdAeWhQqt2Xr3klA+5l8pievioXfshUcCUkKJiFqbuJHuJRviaRXRGNamqcreYEEU3Yh2dHIvVfChqV9YMetizRdZ6KKosd+f82T/lxJ0QAgCcMTVLuoqP2V+tb2OFSOAwR1F5mVt8OFaLZExMUnLC/agguJtoajqlGgkG3SImyzgUtCtr1lDXFDpaO3Pjvu1e2VHzNvsikrsmtrz8y6/Jo+Kik9+0dllZ7fcX3N0GSNFxwp7zoza3a/yaZkzWEuvOrVM/xGJT+vLF5r9aaH7KPAKtCdcvn/ONDdNZ6/me7wIAAKeF8M0Lams3Kz+1+JxSo1w1ZeqUKsdh6eth36lFDH/9JnVXTomnlD6hzqt4T/1qTV9TjkkAAADgZ4KYBAAAAOoEMQkAAADUCWISAAAAqBPEJAAAAFCnb8dkwm+SBQAAAHzt65ikNZspiDzWHchK8F9ozVVWp14nQxHPoR95x3MAGgJ3K0m4gAvUgRU0XsD0v7ZUPhmTte9nRVCSUMxwb6wh8N/xbJDIWKvgeWQ7NY2Jd9uMKGA+IW9pBBqLk5WtdiMRRFmvThQQFDbwFXd8yNXmnVvWWPMg1P3nqTsnuDHpDiIFrOlUENz9qSuDlBOR14OrQ9CawEmsDfm8bk+cvaEq7k2OLBvJEpJgmznQULHmygpaOEb5mspGiHu9vc/jlrh4HxpoKGoqG2bZZ1msoGFVctsJe0M+ZedRNyZZY0pO4qpCjixxacl8USlxHHdz6qogienu0AEkOIcgRXabRG03PD2FY23GcajXy0uwCRFowJKT+JITDhZxegpfWOzYBAX8nC9IQxHKJ8ZGa+B7sERkHf3UJPfW0mwQmZrMiSLWDXeUqCpfJ9/JSdfMVP5IkWU7NDOdTypyghHCPjk3iyssJobpjklhQj8xuTelI+52yTlZHOtemRbyqigrnSfuHVdYs4E+FGjQMtO4/YfdGzunpXCsCJ6oILLkNmZW7DQdKltCY6NBgUc5mZyqYNtGqswijyc1m9dmpPCnrro4GZMZaXyyn68KOoqCW+fzWwsI+zSfh2uZi0srSDhKSe1NjqBJJZSaVV1JfpyVznlUbDluA2qdJ7K3DQv5vFx2JlxQBBq0lADHArK0zJFl3CqPrw4Ry3bvEN6qOX+8nITCFBYsJqKa85F+L2a9KL8Ps7x0CGqRKwT8nGm6J5Vyvnnf75NlThRQ63xh0w43HXOy+GiM7D3ssPakqrhFLq/pVNep7cTj5wHxw/Nui2E1hTUp1jBYS2rbQsjLEVhLIMTNS5hxBQ0cxrhNvlhW4Va2zFS+Y2u0c7/FKpsk4bxsXk+lukEtK95HCeoXzyHWbWLFjZU4lpGsoOXn8K3yBPdtm7ZvJbIh4qnP/3o00LyZUFruFBbbMnbvMi8IeP9h2zCpwLtfjg0g6v1nAfFXO+nKmoEo4HYthTYtBPYe03JbS4tcWL0DGoHMNL51C37vQZvDOD+X53i054ClGW5lU2pqZbwPEMQBq2O1pYxFZpt8vl1LkQ0GDNNtLW1afLuyfR2TGKPuHSVNJ2WVRJZw6zwhOcAdPuaUVzpsGEEIzE0kIveOmwLKShdYbystmSNuw6LpqXy3DhJcMQkai46tpWiMFh13JITzmvF+Lz5W4pSWE9b/g8veEhOrbGwomZHKtWwuZKZyrBGwjPSqqEcnSfyv24d949ySJOI+XeUtBebxE44g4tQkLsnPxWJCMEKiGqEUTncnHNbdTgnwPo8772ra7tQra1h9uknQBweNCBs49uosc9g4VkIIQayssUfL5jQYcisbgcqWeBQJJ9VUNqHmWnDW+08NcD27SH7fd3T/v70Ew6Ny/XvIew6Yh4ucmispsceDfT4eY1iskZCou3rLIciwaudd+Q6tJTglCRqd2jFAwG8fKLR0nfKCO93q9UBlS1SsslH3xKRmUI7DLXKFLu0kNir4zud+RxNhPa8u7eWcLHL4mHWi0jFN99SUO48LtTHR0Jo7pAu45oIQoWWukJYC15qBxopVww6txGbp/NFiu7jMNgx3DOEWS6hsiaamsrGkqz2j1CKXZ//9nqfX+bGUJC4lSdZ0UhWi4QhxCLSlH4LdX1FTOtNB3cqCAl4uKYC9KpyKBE2BO+PaQWrbUqitbLYDlS3h0Jq1OH4PTk7ivrWo9Tv9wISDqnCqglAmjCEAAE2HInPZGSg7Ayob+GEwL3/asAH3xyu1zDSuX3c53scCAEhEMY0SSn/MCAn8eBCTpw3PoWYZ/B+eqL5wvDr9fK8XWioAoB6t22os/1y/bqrf54n3oTQtEJOnU++uUt9u0vOvRTZuN6+60DeoNwwrAQBnXFWQvDUvyh43TvOnJUMH/TSDmDydMEJXXODdsM3cUmDf+2Tw7GHy5ZO9uVnwSwYAnBGEoOVrtDfmxrYUWF3bC5PGqvE+oiYIKvhp1qG1OGKAPG+5ThGas0RfvdG87DzP5LHqqbdlAQCAn2/HXvOtebHVGwyHuDfUvOgcT+C7ro4HPxPE5Ok3ZZznk7WGYVGviiURv/h2ZP4y7bZr/LC0BwDw8xGKjpXY7y2MLflMD8eoImHHpF3aCWOHKPE+tKYJYvL069BGHD1EmbNY41XKcWj6+Z4tu6zjZXCDFQDAaXCw0Lr9oWrdoG1bCAcKbctyr2+eOhGWDZ4pEJNnxPRJ3k++0LMy3HuQLVlt3HtzoHtHKd4HBQBoCppl8Fdc4I3pdN6SmEfBFTrp100aMQAmq84UiMkzIjeLnzTWM/PD2FUXehcs1/74ZPCRO5O6toekBAD8XD4P16G18PvHgjmZfH4Ot+JzY9okL8/DbkJnCsTkmTJlnPrFZiMrjXvinuQ/PlF9031Vf7k96az+cPIAAPCzLFujPfj3UJt84RcXeB56PjRqsNKnK3TBzyCIyTMlI5V/5r4Uv5fDGP3tDyn3PhW8+7Hq310fuOBsuPQXAPATvT0/+uTL4YE9pUd+l6xp9KwBMhtKxvugmjiIyTPoq8XZmen8U39M/tOzwQefD5ZVONdf5o/vgQEAGh1C0HOvhf7zfnTyGPXO6wI+D+fzoD/enBTv42r6ICbridfD/eX25JzMyIy3I0dLnNuvDaQkwbI0AMCPcqLCeeKl0LI1+i8v8d44zS8IcCay/kBM1h9Fwrdd42+Rwz3578jBo5X3/SapQ2sx3gcFAGjotu8x//JcsLSC/OW25AkjYJ+d+gYxWd+mjPfm5wgPvhC64d7Ku28MjB8OjR4AUKc5S7QnXw5lpHLP3JfSsxMs1YkDiMk46NtdfuHPqY/PCN37t+Cufdb1U30+L0zAAgC+IRgmz74anrUoNm6Ycvu1gcw0uDtmfEBMxkdOJv/EH5JfeT8y4+3ott3WH24KtG8FE7AAgJO27TYf/Wfo0DH79mv8l0/2YTgXGT8Qk3HDc/jaS/wdWomP/yt0/R8rfzXNf+F4Fc7MA5DgLJvOXBB74Y0w60w/fW/KgJ6wvU6cQUzG2dB+Soc24vOvhR+bEfp8s/6bK/1t8mFYCUCC2rHX+vsb4U07zElj1eun+tNT4HRM/EFMxl9GKv/Ab5MH9NRYWF53T+XNv2DDStiCIOFQ6j5AwjJM+ta86MvvRlOT8ON3Jw+HHbsaDIjJhmLCCLVbB/G5V8MPvRD6dIP+q2l+uFwkoRDizrZBUiam7XvMZ18Nb9xhnj9aveEyX3YmVOYGBF6MBiQvW3j0dykfrtD+9U7kl/dUXjnFe+lEjx8WwSaGccPVPt2k1GR4uRNLVZC8MSf6zoJodib/+N0powfDILLBgZhsWDgOnTdaHdBTevWD6EszI8vX6DdO98H0SyJIT+HgRFSimb9Me+m9SEUlmXa+97LzvNBJapggJhuizDT+rusDZw2Q//Fm5K5Hq0cMkK++yNexDczBAtBEbN9j/fu9yKcbjH7dpD/fmtQD9g1owCAmG67+PeTuHaW5S2KvzIrecG/l5LHq9EleuMQYgEatsNh+Y0504Uo9PYW779eBc0aoIlwG1rBBTDZoiowvnegdMVB5Y2509mJt+Rp92vnec0epX917BADQWFSFyOxFsbfmRSlF08/3XHKuNw1mWRsDiMlGICudv+PawISz1FdnRZ99Lfz+x7Erp3jHDVdlCTqhADQC0Rj9eJX22qzoiUpyzlnK5ZO9rfOg9jYa8FI1Gp3aio/+Lnn9NuO12dEH/x6auTB25QW+MUNkjoOwBKCBCkfJolX6zA9jR4vtgb3k+2/19u4CpyEbGYjJRqZfd7l3V+nT9cY782P3P109a5F46UTv4F6yLDf6sDQtWh10gmES1ahDUKP/ecD/gtYs8/Z7uCQ/Tg7wotjoX3/doItWaW/MjRUW24N7y3f+0t+/hwxbszZGEJOND8/hEQOUYf3klV8Yr8yK/u7R6s5txYvO8YwdqiiNMyxZQTlSZBeX2qEIca+vb5Q/BDgdqBuWAR/XPFvIzxGkxhmWkRgLyNjcpdruA/ag3tJd16WwgIz3QYGfDmKysWJhOWqwMrSfvPQzfe7S2EMvBN9ZEL1wnIe9MznQmNYFlJywd+6zwhHK6qMgYJ5nKdkoiyP4+VgfyXFodZhWhazCYqdzO6FZemOqUWWVzpJP9dlLtGPH7V5dpIfvTBozBG4o2+g1piYI/hvrbk8YqZ49XPlsgzF3sfbYv0JvzotOGusZM0TOaQz7Xe07bBXstwhFsuQOI2I6DYapQyjkZGJinaSAl/Oo2CEoFCbrt5odW9N2jeEec0eK7IUrtIWfaJVBOqyffMe17hQr15j6q6BOjaCSgh8k8O40LHts3GHOXBB78a3wW3OjY4YqE0eqDXlTApaRO/darJQoMtJ1dLjIPl7mRDVKCGxsmqB4DnlVLrcZn5ctsFZhWmjnPhNzqG2LBtqMKXW3Y12wXFu2RnccdNYA+ZJzvV3aNdCjBT8NxGST0qerxB4791ns73bxp9q8pRrr0k4cqQzuIze00zwsEQv2mxyHJQlVVpNd++yqEHHnXXnENbBDBfWGEBTR6O4D9okK0qW9mOTDpoUL9lsBH9fQNtbQDbpyrb5ghbZ5pxnwc+ePUc8d6WnbAipqEwQvahPEOrPscdWF3qWr9fnLtHser26dL5w3Wj2rv9xA7jxgmHTXfpMNGhUJVVWTLbssNoiURISx+6FoDFa6JhzqToogj4plCbOwrKgmm3aYvbtKAR82TLRrn5nsV6SGcaHwoWP2is/1j1fqR0vsdq2E264JjBykpCbBBGuT1SCKJjgTstL56ZO8k8aqa7eYLCz//nrklQ+ig3pK485Se3SUVCWeFedIkR0MEVb1WJecjX1jNRnJimN5FWEjS9NCLEEbREUE9aX2ghDWDFKTcHoqz96IxOjOvWafrpIo4KoQKSyx4zv1Go4SNnD8eJW+doth22hgL+mWq3x9u8mNdHk5+PEgJps4n4cbPVhhj137rI9XaSvXGR9/arRqzo8ZoowdoublxGEiy7Jp8Qkbc5jn0IFiuzpERdE9x3PsuF0VdAeUrFxCzzwxmSYqOUEMizbPEkQBVVbToyVO25YCtvDxMqdVc4Hn45BJBwvtRZ9py9cYRcedvGzuknM9owap7VpC8UwU8Eonis7tRPa49hLy+WZj0Srt9dnR12ZHB/SURg1SBvaUk/z1F0zVIRKOUFYENZ3lJcEsFDEqrSAsI/mGdfoJ1LeapaG4sooqkpOZxrM+U8kJp3kzd7cBt9lESXKg/ppIeaXz6Xrjk7X6lgKLHUn/HtJNl/vYH0t8Z2JA/YOYTCwsDscPV9njYKG15DNjxVrtT88Em6XxA3tJwwcoPTvVx2RsOELYgNKj4OowZUnJxpSm5Z6LgtXzoBbmMBtHJgfcs5VRjYaiNCMV6wYKht13nmmsfW7eZS5ZrW/YZoYitG0L/uqLvKw3mZ8D1TJBwQufoFrnizdME6dP9uzcy/JS/3SDMWux1qq5MLCXPGKA3KmteOb2VY9qLBExK4W6TlleqjIOhllwwuY74CTszsy7S0lr1u9Qy6KsvWDMOlXkzH3TSJQcOGov/Uxfs8k45k6uCmOHKmOHqu1bCXCPgQQHMZnQfB5uQE+ZPSqqnK0F1tI1+sJPtPcWxtq04If1dS8jaZ0nnPbxpeN889/YfQ+lCLZwB7UwRoS4XSj8zS1QTev0fy82Wt2+2/x0vbFxh8nS0e/DA3vKt14l9+4i+bwwvwFcEJPAlZbCjxrMHkppufPFZmPleuOt+dHX50RzMvkhfeW+XaXuHSWv5/TkGOz+DH4QpZj+19DRtE/b149pdPMukzV1NnZkbd7v5fp2l6ZP8g7uI6Ulwxly8A0Qk+AbstL5SWM97HG0xN6801yz0d1h5J350WYZQt9u4rB+SvtWQkO70BskiJ/fvyo5Ye87bC//3Ni22zxRQZIDuFdn6frLfGzsmJEKrRp8N4hJ8N3ysgX2OH+Mp6jU3nvIvZ567RZz3jItNZnv0VHs313q2VnKzuThtA1o4DSdsj7fxu3mum3m7gNWKEJYX7BXF2nkQKVDawHSEfwgiEnwA3KzBPZgNYXVl60F1totxvpt5uqNBsehVs2F7h2lPl3Fru2lFNiFBDQkVUGyfY+5aae1cYdZWGzznNvzmzBCZQPHHp1EOO8IfjyISfBjBXzcsH4ye8Rquufrt5pbCtwtC97/KJoc4Dq1ZUNMuX0roW0LweuBGgTiIBIlew7aew+zsaNRcMCqDlG/D7Oe3LkjlQE95JwsmPwAPwXEJPifeRTcoZXIHpdPdncw33/E+nyTuX2v9ffXww6hWekCC8v+PaRObcTcLB667eCMCkVI0XFn5z5r0w5z9yG7tMyWZZyfLYwcKA/spbRrKWSlw7Qq+FkgJsHP0iyDZ4+hfRXLpgcL7f2H7S27zZ173eBk78nL5ju2Frt3FEcOakA3i6YE1S6idDfG+6/RBSHu/qL45I4wcVB7AKfC7hX3372Ahb0zGiUOh31qwq0g3nfIentBbPses7jUkSUuM43r313q1dnbpoXQOk+E3SrA6QIxCU4PUcAdWovsce4o1bbpgUJ7625r1z5zS4G5cp3eMk/o1VmK9zG6WAJ5vBjZ1LCR5SCCv7F/rOMgTnBvdq3w7h2d6v/wMMYBHzIM6iDsVTBXc8sUXSeajkQJi9w3E5RQQ+DPneJND5qzV5smhxPq2tNwlOzYa3ZuK007T+zaQWyZK4hwCzZwBkBMgtNP+DIyWSSFIuREudM8u0G0NEqRQ1GXAeqUoUrzZLxmcfiZOYbkOTkOswyS0UH90w0+KWKvWqO9s9wgqF6DhxAqCMI5Ez3Deol+QrbttSImbttOSHbI4qXRWastk2LxmzOIbFickyfmKTamNNHuqtK9o/Tyo2l+mNUHZ1iDKF6gCQv4OPaI91GcxPKQtfhPPo7aycLjU5Qp49RFK82CCFJEN0J1xJ091tMll189O/zKQkNSMaaIjYxr7vHk3s+EIQ4L2tq902pmZdkTWPDW/hO7X58S5BD3U9i7hC8jzXEoqXkWz38dZf/9TvZdbMt67Z1Qp+4ZrWX7xTfD1Tpu3kK84DzfjTentsisfuwDw2EHVftpLBcxlm0y4+lKImCvzFGHWl9+X1JzGCzk2dtsZFp7SLU/Bf3yQ+zg2bu/+tEaHdYb8wuJ1TMAcQExCRIMS0qKyiPk4GGndQt58hBx53wTidgyUbM2cp90zrJJdZgQVn4dykZvWZmCRGlllROzMY8pr3DZyXw07MQsRG1k2CgtU/AgWl5FKIcsixLsfopIaVWQRE0kCUgzqC+JT/PhWMgprSQ2xj4P+3bUn8qnqigcIlVRKoonR7Q106yUvTPqo4blRm/hfuOx52yUlHbRRf5Nm635e0l6Kss6Kko8tkgwhlLSeWRRTuC8MtJt9h1pMES9AY79bbMoraoilohzmwnUIuwgTdudHmcjMFOj3mROJKgy6NgUx+P+VAA0DhCTIPFgpCj4+AatMKqOmuB5d5V5QGeZiEcOk45sNrNyFVF0A8bk+Ysv9PXLRGZAzLTMx/4eLhSl317pcUKOnMbTo9rf3tIHnu2f3JM/doK2zOBeej+0o5D79Y3+DgopE4QOHvLsi8HPDtPeAz03TpZPFJOWzfEXa43yGF36qdG2j+cXo6WqKOrTlnv3teAHW4gsoS+T0h2n1o5W2XBWUTk74ixbHpvSxTeohxTtKt5wthw6qpdJUktsfbKfjh6iFswKv1mA7rzd3yaZfjov/MQcvc0Az62Xqptmh15Y4Vx/ra8ZokktJedA7K9v6hOnBc7rJxzaZOwLok69ZWNH7KHXYjERkhKA7wYxCRIR5hGJkPcXasPv8p3XX3zsQzOts9ojhc5aZA+4UGV5ocXQmAneSZ3x7/+vuipLee+Z5JsmWy8GpaEZ9PK/BjOHB27qywmSMH2Cun1u9cOLnEf/mOTjUUZP9bJh0kM3l30iiQufShnek19RhW6+0ad/Gr5/hnblvak3XuZ99NFqJUf87XR1+UtVL26hj/4t/bc3BLbdXn2ADT3ruHJB4tiQ1LEQat4eH51tCZM8GRJ6YkZQlJGVJQ2fwDVPxQcKYi98IPzzVvXgYatMw4dPkNJ9+usrjHHXpAwQresfDeeN8r96m//KAnvePuuiMbIasf/9Smy4lXr/ZLX7R7FPKpAXigEA3wX+MkCC8sho51ptVYn33HPV11aYvQdL5Tu03dW8zLkrSE2J69pV4mQy5iK/T8VFxxz3zN4B27jU//zDKe+t0P8514rZtOA4ueSq5JSs6CezIwXHqVWm3/mYJeTLNw+VHYIczCWl0PwAXljilIXIZ7vtG3tKJ7baKX3YsI873MNzRw8ka04RRtk82lv3oRKKeIrdM6Fl5Oguu0pDpMrad9RmcR6rwqURGmA/joA2b9Q+LVLPPkt54/PYWYPFgo2xg2Hxd+1ErpxefYVfTOX3n3C8BO0utKsQKjpkV0RQrIwiEalJmJbV328egMYFYhIkKh7jsPP+R/qIa5SpFzgpaXT2hxaVataEUERlrKTydqkxd26U9+P/vB/t/v/t3XlsVMcdB/A53rmnwcbY4TalhCNODGlJcBBFUEpJQq9ERVX/ipIeUv9oK6oeUtWKppUaVSGtqgpVlKImjUJSlYiooSEhIYmISWjMkQQIjTExBBtsg48937w305k1zUF56j+Fhe73o5W1a63tt9bofff3duY3060zx8QPHlT3fimx7pvZPTvy9/8pv3njUP+q1JdXp5cuFht+N/TsCTW3zW+rl/u7wpJStk0GT4R//YdYs8TvOBwtbHPO9QRdkkx3mK1kx67CvoCSbfkZ0y3GqUVj1p8oUojolBbXJuTVNyLBmMWIoMRxzGVSOfZV18cW4fnoyd3Brz7v335bNCdLHj8kHN9NuvTcifLW7WXu00e30RtcmsqY18gtM7uHcfP75WXcxhHgmoeYhJoTBGbRpJRKKnVgT7Fztbd2bWr7w0P7T8vsRLMwMZJKDESn3hZ3r3SXtZae6BBzbku2zyLFFqtlMPj6twa+8NW69Wv9pTvEpHbn6ceGHn3W2fCL8V9c7vLzzj3Lra/c0/+ebd99V8qs0AjVscPBiTbevizh95R+uCPfXVCZnBApb8VKd9+fC8U653Mr/F1bc5Gp60xolUpKV6JKmp7dxdBMa53TlvjaGnfgcOGpQyKkjtLBFqmSIEnHrKqMCGEREYI6GXJwT/Gtz9R9597UzmdyR88Rm4fHz8tVS/y5rwXPH5N33JW+caT8XLc0r1Eo/YfGdnDU/5BI4ZNJgEtDTEItUabwmjnbXT3fmVfHV3SJnQeDJ14KbrqD/31v2W+213zWqbfJjQuSKw/mnt2Za2+t++736tf2hUzK324YGlmSue9Oz3ULVgPrPlw+MEpWtfutU8ij+yJejDoPiOEGizC2ZlWiz7UcSubMd5evIHcu96da0vOVLhe/Pdtpfy73++eLm59zv3Fnpq09OSxI567RfYNS17GVdSRs8VJ//iw+nqrbl3pn82TBJ/0VN9nDh4o/3Zw7WaJLPuXOrCej07y2lvBoj1rU6s7L0vQid/7e8qFeme8Pdr0R3bCMdrwWSM4sKrc+nr9xXeaBXzb09EZyWPz8ofDTy9LT9H/iE86iU+rWxRah/JYF7oHTQVERzOIB+E+ISagtOokam3jf64VNlGQa+fi0eP2F/I/eJv8cJONmWqwgfr1FMEYmTbUOvRKsf2Bo6c121qHvHi2/fEKNswo/62ITGyyvt7R+W6lP0E1/GGkYz6bXs52PDO/eH0aJwk9Go6YU7Xmz9OPT4WRL9hyJ3u0SoznRNUSYIuOb7WV3+C8dDLZsGu4+4s5oYMVz4a69Zcor6xgl4TZtytLtj43qis/P8GlpMvSe2Phq4ZUDwXBkFqEmuNy4ZVSXqZMa2Dun5XgqH94yqhhJ1DHWp3xL7dkxMvI6PXJGea7pcHfyzeL3748Wz7N9W3XuLb6T47Ny4jd/FISqlhlWz5uFhw4SHtFxHikE/4sdHQH+7yAmoZZQwgnp7Ch2hKZpDeM06TNaFi8Nmn7uo8fLDx8ZW7tvPrpLerTQL/6yLdDJajs0kaC5brHnHSJlST/H9ZhrqYOHy5E0l0B1ziV8SkvRzmfyklDHJlIEowFZenf25rrwvgdHe3NmEWRDiztyux2FxGXq5d2FF6Q5Bv2DYwv8dazJMHzqbyIa6ys71q+gcpy+RxMWUYF6fmc+iCp9EmyacOmLLxaC0Lwu16G+a5q/DpwUO44TfbRjPQNcn/Z1B48cLZv7HvPs8MmnRSgvdCG40OKAmVd3cSc8AKhATELNcT3qfrhu0mFZWYlBbZr+aFNQXdtl3v+OjisdlpUnvv8Ez72w1vHCY0ZTqX/f18VcoIolmZzkPbCO7tkv8gl6XYK99UKxe4Q6DnGsSzW/oTSZjK/pKPETzP/QN3z/g4eqknI6PlP2R35IZ3z2gw2kLvr9H9xHRgJcEmIS4HLxHXpsd37du0HrNE4dapfl7s7yiUHpYNdDgGsHYhLgctH1mWeT97qC429XJpJS6roUOwMDXFsQkwCXkU5Kx6WOi2gEuFYhJgEAAGIhJgEAAGIhJgEAAGIhJgHg2oAlK1AViEm40hTOdvDfjG23eVEwenbMswEuJ8QkXGm2VYlKRWll82EliWNX7qBXGlTokcCZHhUX75liIyahGhCTcKWlklypUCqVSlB9KowUSfjUc0ixTOil+tJArZGSJBLE92gUmbD0XKpHizLjBOMDqgAxCVdaNs1cx5wBMymqk/L8iHJtOqGe9ZyOlC4xUVHWNmW2HyMN4xjnJAhIXZbqAaNHi+uYkVPto4NahJiEKy2TYtkM6x+MdJUwuZkPjYSRJOMyLAjUmUEpJR1r+Q21xuyjqUyD+OZGVpdm0vRnJ1ObLcsyW282TeDpJGISqgAxCVea2aaqifcPSp2OkyZaZwdk74B0LNLYwHVwDg6pfFHhc8paYzZCYSTl0fo6Uz7qvBQhmdzEmifwMNTZSadeZ+HNE1QFYhKqYHKTdao3MgWlR+d+zCoH4fkRaXFSl2HpFCkHSghMh605tm0a3nJGwojoaJxQz+bMtCkjQUnpsNTVZLUPEGoUYhKqwOJ03iynI1cqBySZYAvn20e7RG+/1A85N7tT6Rsqh5oy9rZISv0myczkmjqJz55huS4dGyHzPu5whhEB1YGYhOoYl2Vtc93Ot8qlwORi6xynqTE61RcNjcgoMqdLhfWVtYQaZrGQLiKva+QTG0ws6oy0mGq93s2k8KkkVA1iEqqmuZEvpO6Bw+VCSTk2bZ7AG+t5oahG81IIIiKF8qFG6HdEOiBtm6aTLOFTzs1F15JQSY/dcL3bjMutUFWISaimpgn81jbvSFdwZkCGoeKc6rNkKsnNZFdM4qklqnL5QEpzE0JRRidPtK6faadRR0K1ISahyrIZdkub13s2Otkbnh+WIlSlsjKLAdDCs5aoyhRo2zIdJ+ob+ZRma2IDiki4KiAm4arQ3Mj1rViSIzmZL5AwUpjDU1Mq112p79FsWn9FBQlXEcQkXEX0+RGnSAC4qiAmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYiEmAQAAYv0LX87zMJyyR2oAAAAASUVORK5CYII=" width="610" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
So back to what a
user wants, we’ll have to build a responsive system to user, and
the way to get responsive is to be scalable and elastic. For
everything to work, build on top of system that’s message driven.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
BTW, hopefully by
the end of the presentation, you’ll agree with the reactive
manifesto and you can head over to the web site and sign it.</div>
<h1 class="western">
<a href="https://www.blogger.com/null" name="_Toc406341743"></a>And, what’s
microservice?</h1>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Microservice is
to write programs that can be composed together. i.e. write program
that do one thing and do it well and for those programs to work
together.
</div>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;">“<i><span style="background: #ffffff;">the
microservice architectural style</span><span style="color: #303633;"><span style="background: #ffffff;"> </span></span><span style="background: #ffffff;">is
an approach to developing a single application as a suite of small
services, each running in its own process and communicating with
lightweight mechanisms, often an HTTP resource API. These services
are built around business capabilities and independently deployable
by fully automated deployment machinery. There is a bare minimum of
centralized management of these services, which may be written in
different programming languages and use different data storage
technologies” – Martin Fowler</span></i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<br />
<br /></div>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;"><span style="background: #ffffff;">“<i>loosely-coupled
service oriented architecture with bounded contexts” – Adrian
Cockcroft</i></span></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Some of the
interesting descriptions used over QCon are “Old wine in new
bottle”, “Hipster of SOA”, “SOA on steroid”.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Microservice
architecture can be thought of as a modern version of SOA, without
all the bulky technology around SOA, like SOAP and WS-*, each service
has a single responsibility (SRP – single responsibility
principle.) Even though there’s no formal definition of
microservice architecture style, but we can list out some of the
common features.</div>
<ol>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Each service
should be simple and have a well-defined interface. It should only
have one responsibility so development can be focused and addressed
the need of that particular service verse in monolithic application,
we often have to scarify part of the application (to use a
sub-optimal database or framework) in the name of consistence.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Services are
modular and independent. Each can be developed on its own and can
be deployed on its own thus providing the fullest expression of
encapsulation and modularity.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Relationships
between services are more of a graph type than tiers.
</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Polyglot and
individual persistence, each service has its own persistence. It
all depends on the use case of a services, it could be a NoSQL
database, relational database or a graph database. And the
persistence between the services should not be shared, each manage
and own its own persistence.</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Technology
changes rapidly, the best way to keep up with the changes is to
build services that are “Strong opinionated, loosely held,” and
as each service is small and independent, it would be easy to move
on to another technology when required.</div>
</li>
</ol>
<div style="line-height: 108%; margin-bottom: 0.11in;">
So the benefit of
adopting microservice are:
</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Each unit is
simple</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Independent
scaling and performance</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Independent
testing and deployment</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Can
optimally tune performance (caching, replication, etc)</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Of course, it
comes with a price:</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Many
cooperating units</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Many small
repos</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Requires
more sophisticated tooling and dependency management</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Network
latencies</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
We’ll try to
address some of the drawbacks later in this document.</div>
<h3 class="western">
Protocol</h3>
<div style="line-height: 108%; margin-bottom: 0.11in;">
The most common
choice of protocol between services is REST over HTTP and some choose
Thrift but Java RPC doesn’t fit here because it’s difficult to
maintain backward compatibility. By nature leads to Verb-centric
APIs and Use case specific APIs, but we’d want to have APIs that’s
more structural as use case specific API are very difficult to
navigate the proliferation of APIs, difficult to know which API to
use and in many cases, difficult to reuse the API and so we keep
creating more and more APIs.</div>
<h3 class="western">
<span style="font-family: Calibri, serif;">Team Structure</span></h3>
<div align="center" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;">“<i>Any organization that designs a system
(defined broadly) will produce a design whose structure is a copy of
the organization’s communication structure.” – Conway’s law</i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<br />
<br /></div>
<div align="justify" style="border-bottom: 1px solid #5b9bd5; border-left: none; border-right: none; border-top: 1px solid #5b9bd5; line-height: 108%; margin-bottom: 0.25in; margin-left: 0.6in; margin-right: 0.6in; margin-top: 0.25in; padding: 0.14in 0in;">
<span style="color: #5b9bd5;">“<i><span style="background: #ffffff;">Conway's
law was not intended as a joke or a Zen koan, but as a valid
sociological </span>observation. It is a consequence of the fact that
two software modules A and B cannot interface correctly with each
other unless the designer and implementer of A communicates with the
designer and implementer of B. Thus the interface structure of a
software system necessarily will show<span style="background: #ffffff;">
a congruence with the social structure of the organization that
produced it.”</span></i></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<span style="color: black;"><span style="font-size: small;"><span style="background: #ffffff;">So,
just by looking at the source code, we should be able to tell the
team structure of the teams developed it. Thus our team structure
should represent the microservice that we’re building. Google
organized their team as “service” and 500px also organized
corresponding to the services they are building. Here’s how a
typical team should look like.</span></span></span></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Small, focused
teams</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Single
service or set of related services</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Minimal,
well-defined “interface”</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Layered on
one another</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Autonomy</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Self-sufficient
and autonomous (freedom to choose technology, methodology and
working environment, responsibility for the result of those choices)
</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Accountability</div>
<br />
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Give a team
a goal, not a solution</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Let team own
the service is the best way to achieve the goal</div>
</li>
</ul>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-57601753084809478722014-12-26T00:43:00.004-08:002014-12-26T00:43:56.885-08:00Orchestating Docker with dockerized Mesos/Marathon (Consul?)<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; padding: 0px;">
There are a lot of different solutions on the market to manage a cluster which supports docker, among them, apache mesos is one of the more matured and popular choice. and on top of mesos, there're several framework choices too, marathon appears to be a very common choice. Also Google kubernetes,... also worth looking into too.</div>
<h1 id="OrchestatingDocker-ApacheMesos" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 24px; font-weight: normal; line-height: 1.25; margin: 30px 0px 0px; padding: 0px;">
Apache Mesos</h1>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To build an Mesos cluster, we'll need to start multiple Mesos masters which control the cluster and deploy job to the slaves. Mesos recommended 3 masters and a quorum of 2 (total number of masters/2 + 1). We'll also setup zookeeper for Mesos to do leader election (mesos master/slave need to connect to zk to know the current leader as slave only take requests from current leader. if connection is lost, slave would not response to any requests) Zk recommend 5 nodes with a quorum of 3. Marathon (a mesos framework) can also utilize zk for leader election. So, we'll be installing 5 zk/mesos/marathon on 5 VMs. (we probably can start a few mesos masters and marathon less)</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Instead of installing all those components on the VM directly, we'll be using docker. The host O/S would be CentOS in this example.</div>
<h1 id="OrchestatingDocker-CentOS" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 24px; font-weight: normal; line-height: 1.25; margin: 30px 0px 0px; padding: 0px;">
CentOS</h1>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
a bit useful/simple instructions</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Changing hostname</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
sudo hostnamectl set-hostname <hostname.domainname></div>
<div style="background-color: transparent; color: #333333; margin-top: 10px; padding: 0px;">
sudo hostnamectl status</div>
</blockquote>
<h1 id="OrchestatingDocker-Docker" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 24px; font-weight: normal; line-height: 1.25; margin: 30px 0px 0px; padding: 0px;">
Docker</h1>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To install docker, </div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
sudo yum install docker</div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To setup proxy for docker, add the following to /etc/sysconf/docker</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
HTTP_PROXY=<proxy url with protocol & port><br />http_proxy=$HTTP_PROXY<br />HTTPS_PROXY=$HTTP_PROXY<br />https_proxy=$HTTP_PROXY<br />export HTTP_PROXY HTTPS_PROXY http_proxy https_proxy</div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To setup docker so you don't need sudo</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
sudo gpasswd -a ${USER} docker</div>
<div style="background-color: transparent; color: #333333; margin-top: 10px; padding: 0px;">
sudo service docker restart</div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
if you're adding current user to the docker group, you'll have to logout and login again. </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
A few useful Docker command</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
attaching to a running container</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
docker attach <container id> </div>
<div style="background-color: transparent; color: #333333; margin-top: 10px; padding: 0px;">
docker exec -it <container id> bash</div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
delete all containers except those are running</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
docker rm `docker ps -a -q`</div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
docker ps will list out all running containers, docker ps -a will list out those exited too. you can "restart" a continer with docker start <container id></div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
if the container is named (with --name in docker run), you can use the name instead of the contain id. however, you can't have two containers with the same name, even though one is not running. that's very useful so you won't ended up with a lot of "unused" containers taking up spaces.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
get the logs from the container</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
docker logs <container id></div>
<div style="background-color: transparent; color: #333333; margin-top: 10px; padding: 0px;">
docker logs -f <container id></div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
if there's log files persisted by the server, we should use a data volume instead. </div>
<h1 id="OrchestatingDocker-MasterMachine" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 24px; font-weight: normal; line-height: 1.25; margin: 30px 0px 0px; padding: 0px;">
Master Machine</h1>
<h2 id="OrchestatingDocker-Zookeeper" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 20px; font-weight: normal; line-height: 1.5; margin: 30px 0px 0px; padding: 0px;">
Zookeeper</h2>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
create a simple bash shell script</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<pre style="padding: 0px;">#!/bin/bash</pre>
<pre style="margin-top: 10px; padding: 0px;">docker run -d \
--name=zk \
--net=host \
-e ZOOKEEPER_ID=1 \
-e ZOOKEEPER_SERVER_1=mesos-m1 \
-e ZOOKEEPER_SERVER_2=mesos-m2 \
-e ZOOKEEPER_SERVER_3=mesos-m3 \
-e ZOOKEEPER_SERVER_4=mesos-m4 \
-e ZOOKEEPER_SERVER_5=mesos-m5 \
digitalwonderland/zookeeper</pre>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Zookeeper node joined in a cluster needs to have a unique id (1-255), thus, each of the zk node needs to update the shell script. </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Probably don't need to use --net=host here (it's more for mesos master, details to follow), if removing --net=host, need to add </div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<div style="background-color: transparent; color: #333333; padding: 0px;">
-p 2888:2888 \</div>
<div style="background-color: transparent; color: #333333; margin-top: 10px; padding: 0px;">
-p 3888:3888 \</div>
<div style="background-color: transparent; color: #333333; margin-top: 10px; padding: 0px;">
-p 2181:2181 \</div>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
to the docker run command to map the port from the host to container.</div>
<h2 id="OrchestatingDocker-MesosMaster" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 20px; font-weight: normal; line-height: 1.5; margin: 30px 0px 0px; padding: 0px;">
Mesos Master</h2>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
create a simple bash shell script</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<pre style="padding: 0px;">#!/bin/bash</pre>
<pre style="margin-top: 10px; padding: 0px;">docker run -d \
--name=mesos \
--restart=always \
--net=host \
-e MESOS_LOG_DIR=/var/log/mesos \
-e MESOS_ZK=<a href="zk://propel-mesos-m1:2181,propel-mesos-m2:2181,propel-mesos-m3:2181,propel-mesos-m4:2181,propel-mesos-m5:2181" rel="nofollow" style="color: #326ca6; text-decoration: none;">zk://mesos-m1:2181,mesos-m2:2181,mesos-m3:2181,mesos-m4:2181,mesos-m5:2181/mesos</a> \
-e MESOS_QUORUM=3 \
-e MESOS_WORK_DIR=/var/lib/mesos \
-e MESOS_CLUSTER=mycluster \
redjack/mesos-master</pre>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Using redjack's mesos-master container rather than the one from mesos as it has no documentation at all.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
ZK points to all 5 zk nodes and set quorum to 3. </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Setting docker networking mode to host, so the container shares the host's tcp stack and thus, when the mesos master register itself to zk, it'll use the host's IP address. By default, without --net=host, docker will create a network interface for the container which is not reachable from outside the host, registering the IP of the container would not work when mesos master tries to communicate to another master. (docker will also generate a hostname which mesos will pick it up by default, but can be override by using MESOS_HOSTNAME.) </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
all mesos masters can also be easily installed on the same machine. taking out --net=host will use the default docker networking mode, each container will have its own IP address. We'll have to link those containers together so they can resolve the ip for different container. however, this setup is more for testing and not much use for real production.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To have a mixture of co-located masters and on different hosts, we'll have to set the port mesos is using by setting MESOS_PORT.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Setting restart to always will make sure the mesos master will keep restarting itself so in case of failure, the cluster won't fall out of quorum easily. also, we can use on-failure=10, to limit the number of times it keep retrying. Setting that to always will also make sure the container will be started after a server reboot, not sure about on-failure.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
<a class="external-link" href="https://issues.apache.org/jira/browse/MESOS-2014" rel="nofollow" style="color: #326ca6; text-decoration: none;">https://issues.apache.org/jira/browse/MESOS-2014</a> - it is recommended that the master to be restarted right away.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
work directory and log directory should be bind mounted to a data volume so it can be persisted and backed up.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
more mesos options here. <a class="external-link" href="http://mesos.apache.org/documentation/latest/configuration/" rel="nofollow" style="color: #326ca6; text-decoration: none;">http://mesos.apache.org/documentation/latest/configuration/</a></div>
<h2 id="OrchestatingDocker-MesosphereMarathon" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 20px; font-weight: normal; line-height: 1.5; margin: 30px 0px 0px; padding: 0px;">
Mesosphere Marathon</h2>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
create a simple bash shell script</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<pre style="padding: 0px;">#!/bin/bash</pre>
<pre style="margin-top: 10px; padding: 0px;">docker run -d \
--restart=always \
--name=marathon \
--net=host \
-e MARATHON_MASTER=<a href="zk://propel-mesos-m1:2181,propel-mesos-m2:2181,propel-mesos-m3:2181,propel-mesos-m4:2181,propel-mesos-m5:2181" rel="nofollow" style="color: #326ca6; text-decoration: none;">zk://mesos-m1:2181,mesos-m2:2181,mesos-m3:2181,mesos-m4:2181,mesos-m5:2181/mesos</a> \
-e MARATHON_ZK=<a href="zk://propel-mesos-m1:2181,propel-mesos-m2:2181,propel-mesos-m3:2181,propel-mesos-m4:2181,propel-mesos-m5:2181" rel="nofollow" style="color: #326ca6; text-decoration: none;">zk://mesos-m1:2181,mesos-m2:2181,mesos-m3:2181,mesos-m4:2181,mesos-m5:2181/marathon</a> \
mesosphere/marathon</pre>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
MARATHON_MASTER is pointing to zk mesos' path to find the leading master. </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
MARATHON_ZK is pointing to zk marathon's path to do leader election for marathon itself.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
more config here</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
<a class="external-link" href="https://mesosphere.github.io/marathon/docs/command-line-flags.html" rel="nofollow" style="color: #326ca6; text-decoration: none;">https://mesosphere.github.io/marathon/docs/command-line-flags.html</a></div>
<h2 id="OrchestatingDocker-Iptables" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 20px; font-weight: normal; line-height: 1.5; margin: 30px 0px 0px; padding: 0px;">
Iptables</h2>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
By default, iptables is blocking all incoming traffics.</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<pre style="padding: 0px;">#!/bin/bash</pre>
<pre style="margin-top: 10px; padding: 0px;"># zookeeper
iptables -I INPUT -p tcp --dport 2888 -j ACCEPT
iptables -I INPUT -p tcp --dport 3888 -j ACCEPT
iptables -I INPUT -p tcp --dport 2181 -j ACCEPT</pre>
<pre style="margin-top: 10px; padding: 0px;"># mesos/marathon
iptables -I INPUT -p tcp --dport 5050 -j ACCEPT
iptables -I INPUT -p tcp --dport 8080 -j ACCEPT</pre>
<pre style="margin-top: 10px; padding: 0px;">service iptables save</pre>
</blockquote>
<h1 id="OrchestatingDocker-SlaveMachine" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 24px; font-weight: normal; line-height: 1.25; margin: 30px 0px 0px; padding: 0px;">
Slave Machine</h1>
<h2 id="OrchestatingDocker-MesosSlave" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 20px; font-weight: normal; line-height: 1.5; margin: 30px 0px 0px; padding: 0px;">
Mesos Slave</h2>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
we can install mesos slave to the master machine too. esp the non-leader master, there's actually not much going on. </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
create a simple bash shell script</div>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<pre style="padding: 0px;">#!/bin/sh</pre>
<pre style="margin-top: 10px; padding: 0px;">docker run -d \
--privileged=true \
--net=host \
--name=mesos \
-e MESOS_LOG_DIR=/var/log \
-e MESOS_MASTER=<a href="zk://propel-mesos-m1:2181,propel-mesos-m2:2181,propel-mesos-m3:2181,propel-mesos-m4:2181,propel-mesos-m5:2181" rel="nofollow" style="color: #326ca6; text-decoration: none;">zk://mesos-m1:2181,mesos-m2:2181,mesos-m3:2181,mesos-m4:2181,mesos-m5:2181/mesos</a> \
-e MESOS_EXECUTOR_REGISTRATION_TIMEOUT=5mins \
-e MESOS_ISOLATOR=cgroups/cpu,cgroups/mem \
-e MESOS_CONTAINERIZERS=docker,mesos \
-v /run/docker.<a class="external-link" href="http://sock/run/docker.sock" rel="nofollow" style="color: #326ca6; text-decoration: none;">sock:/run/docker.sock</a> \
-v /<a class="external-link" href="http://sys/sys" rel="nofollow" style="color: #326ca6; text-decoration: none;">sys:/sys</a> \
-v /<a class="external-link" href="http://proc/proc" rel="nofollow" style="color: #326ca6; text-decoration: none;">proc:/proc</a> \
redjack/mesos-slave</pre>
</blockquote>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
This mesos slave is set to use docker container and will use the docker installed on the host (so the mesos job will create a container on the host but not in the mesos container (which container in container is possible)). since it's bind mounting to host's /proc, /sys & /run/docker.sock (the unix socket of docker owned by root), it needs to be privileged. </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
probably don't need --net=host, without it, will need to add -p 5051:5051.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
again, probably a good idea to bind mount a data volume for logs.</div>
<h2 id="OrchestatingDocker-Iptables.1" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 20px; font-weight: normal; line-height: 1.5; margin: 30px 0px 0px; padding: 0px;">
Iptables</h2>
<blockquote style="background-color: white; border-left-color: rgb(46, 61, 84); border-left-style: solid; border-left-width: 1px; color: #707070; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin: 10px 0px 0px 19px; padding: 10px 20px;">
<pre style="padding: 0px;">#!/bin/bash</pre>
<pre style="margin-top: 10px; padding: 0px;"># mesos
iptables -I INPUT -p tcp --dport 5051 -j ACCEPT</pre>
<pre style="margin-top: 10px; padding: 0px;">service iptables save</pre>
</blockquote>
When we deploy application to the slave, it will require to open more ports for the application. We can either set in marathon for a port range to use and open all of them, or try to automatically add/remove a port when application deploy/undeploy.<br />
<h1 id="OrchestatingDocker-Usage" style="background-color: white; border-bottom-color: rgb(46, 61, 84); font-family: Arial, sans-serif; font-size: 24px; font-weight: normal; line-height: 1.25; margin: 30px 0px 0px; padding: 0px;">
Usage</h1>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Now we can access the Mesos interface</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
<a class="external-link" href="http://propel-mesos-m1:5050/" rel="nofollow" style="color: #326ca6; text-decoration: none;">http://mesos-m1:5050/</a></div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
It'll automatically forward to the leader master. and you should see the slaves connected and one of the marathon registered as framework</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To access Marathon's console, go to </div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
<a class="external-link" href="http://propel-mesos-m1:8080/" rel="nofollow" style="color: #326ca6; text-decoration: none;">http://mesos-m1:8080</a></div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
<br /></div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
To Be Continued.</div>
<div style="background-color: white; color: #333333; font-family: Arial, sans-serif; font-size: 14px; line-height: 20px; margin-top: 10px; padding: 0px;">
Deploy apps!</div>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0tag:blogger.com,1999:blog-341979578330387332.post-55460637520997513032014-12-26T00:34:00.002-08:002014-12-26T00:34:20.272-08:00Orchestrating Docker - Docker Machine/Swarm/Compose<h1 class="western">
Orchestrating Docker</h1>
<div style="line-height: 108%; margin-bottom: 0.11in;">
While docker link
enables containers to communicate on a single host, but when we are
deploying a large scale application, we’ll need a better tool when
containers are deployed to multiple hosts.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Docker has
announced 3 new orchestration services: Docker Machine, Docker Swarm
and Docker Compose. One key benefit for the 3 new services is that
they are implement the same docker API as the docker engine, so
integrating with tools that’s working with docker engine will work
seamlessly.</div>
<h2 class="western">
Docker Machine</h2>
<div style="line-height: 108%; margin-bottom: 0.11in;">
With Docker
Machine, there’s no need to log in to a host to installer docker,
provising Docker daemon can be done remotely with a single command
and we can manage the docker hosts with the same docker command.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="324" name="Picture 2" src="data:image/png;base64,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" width="624" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="306" name="Picture 3" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA8wAAAHeCAIAAADByxWAAAAACXBIWXMAAA7DAAAOxAGILj6jAADTEklEQVR4nOzdCVxUVd8H8Dv7gKDgkppLJlqau6LmnpSAKC654J6PuFc+aabVo5WP5ZZLi+WSmLkEKCalooC7aC5oYq6p5FpqEjvMft//zLH7zDszDIiDs/D7Pj18LnfuPffcCzP87vHcc6Q8z3MAAAAAAOA4UmdXAAAAAADA0yBkAwAAAAA4GEI2AAAAAICDIWQDAAAAADgYQjYAAAAAgIMhZAMAAAAAOBhCNgAAAACAgyFkAwAAAAA4GEI2AAAAAICDIWQDAAAAADgYQjYAAAAAgIMhZAMAAAAAOBhCNgAAAACAgyFkAwAAAAA4GEI2AAAAAICDIWQDAAAAADgYQjYAAAAAgIMhZAMAAAAAOBhCNgAAAACAgyFkAwAAAAA4GEI2AAAAAICDIWQDAAAAADgYQjYAAAAAgIMhZAMAAAAAOBhCNgAAAACAgyFkAwAAAAA4GEI2AAAAAICDIWQDAAAAADgYQjYAAAAAgIMhZAMAAAAAOBhCNgAAAACAgyFkAwAAAAA4GEI2AAAAAICDIWQDAAAAADgYQjYAAAAAgIMhZAMAAAAAOBhCNgAAAACAgyFkAwAAAAA4GEI2eCye54WvAADgKCKRSPgKAEVByAZPw1J1VnbOwZQjew4efpCRQd+eTvvV2fUCAHB7TRo9r1DIfX18u3Ro3yOoW/Vq1UQmzq4XgCtCyAaPYjAY7t6/v/iLr3ckJju7LgAAnub8pcts4eCRox8vXtatU8c3xo1p1qSxWCx2bsUAXBBCNngInucpYX/1zdrV6zZotFpnVwcAwPNR1Kb/hg7oP3vGNIlEgiZtAHMI2eAJKGHrdLp3Zs9JSN7r7LoAAJQv0Vu3Xbpy5avFC6tU9kfOBhAgZIPbYwl7+qyPdu3Z5+y6AACUR7+cPTf57Rlrvlzm6+ODnA3AIGSDe6OErdfrv1j5DRI2AIATnfn1/H8XLp7/4SypVIqcDcAhZIO7o5B949attRujnV0RAIDy7qddSQP7hLdt00oikTi7LgDOh5ANbowStkajmbNgiVanc3ZdAACA+3DBp9s2fuvl5YXGbACEbHBjFLJv3r59LPWUsysCAABGv9+4eexkarfOndCYDYCQDe6K9cbefyjF2RUBAID/OZhytGP7dmKxGI3ZUM4hZIMbU6lUB1J+dnYtAADgf46cSKUPZ4VC4eyKADgZQja4K57n1Wr135mZzq4IAAD8T1ZWNn0400c0WrKhnEPIBjem0+mycnKcXQsAAPifnLw8LabdBUDIBrem1+szs7KdXQsAAPh/DAYDz/POrgWAkyFkg7tiDz46uxYAAGAJCRuAQ8gGt4bPcQAAAHBNCNkAAAAAAA6GkA0AAAAA4GAI2QAAAAAADoaQDQAAAADgYAjZAAAAAAAOhpANAAAAAOBgCNkAAAAAAA6GkA0AAAAA4GAI2QAAAAAADoaQDQAAAADgYAjZAAAAAAAOhpANAAAAAOBgCNkAAAAAAA6GkA0AAAAA4GAI2QAAAAAADoaQDQDuYdSQwbPembr34OFJ02Y4uy4AAADFQMgGAJdWq2aNtyZPaNG0Sb26dejbl7t1OZTw4/lLlz/+dOmdP+8+fvkrli6iMmnh40+XrY/Z/PgF2sduFZ7Y4QAAwFkQsgHAdYUFvzL/w/94KZXmK2tUf4r+69i+7XtzPklI2uOsugEAANiBkA0ALqpWzRosYReqVEn7Dtz+44/Xx47Ze/Dwn3fvDejbm9bTq2m/nnNIezYAAIBjIWQDgIua9c401oa95MsV62M2jxoymK3/76Il12/emvXOVHr1rckT3pk9x6nVBAAAsAEhGwBcVMCz9ejr3Xv3rfsu05qxo4bXqP5Ui6ZNnnzFAAAAioWQDQAuTaVW21zfNazvE64JAABAySFkA4BL86tU0VFFfTDj7batWz7fsAEtF6pUl69cXfT5V3a2D2zVcsa/X69Xt45fpUr0bVZ29vWbt3bsTi5qVJBaNWvMemdak0bP16j+lHCIdd/HluTpTOERT9rL+oFOVvO6dWqz/jN37923Ob4KGymFKvmvyVNWLvuUnSltvOfAof8uWlLUoe3v9dupn+lbmyMn2hyYJWnbZrpiVFpw/8FU7c4d2rNhYR7pagAAeACEbABwUX/evccC7qdzP3zMjtcUf4X4yFBabdmsadTyZTdv3ba5CwXEEREDzddQTVo2o/+aUrJ8bdKbFtv/e9K4MSOGmQ+Ewg7x2fymgS1b2Mm4nN2ETUF/6SdzWGoX2B9fRalQREetEnahhYTkvXaO/jh72bF53Td0+sK3wtVoGPDs5yu+eZySAQDcAkI2ALioL1dHtWzelMJZ37DQFk2bUOYudVHzPvgPS9iXr1yds3BJ6i9nKLy+OT6yQ7tA8+QtEBL23Xv3t27fwUIhxegB4b0pfdJeK5YuMm/ZpZT8+tgxnKm9duuPO6I2bLrz591RQwazjuNU1PWbt4pq/7aTsOne4OslCyjc00tHj5+M2vA91ZxWDuwXPnzQAFpPO9JmFjmbBeUfE3bTnQmdZsSrfWmvYi9R6fYqiqn1ug5d7RVrv6PqsTZ+1uxNNUfIBoDyACEbAFwUhTwKnSyAUmhjvQ7atGz+3YovT589W/KgRimWYjEtnPn13ODR44TCX5v05qdzP6QEb7E9JcIBfXtzpoQ9NHKC0CWDjkj/se4QlBcpiQox9K1J4zlTwo58Y6qwklL13oOHEuKiqf6Us22GbCFh07EWfPalRVxeNn8uS9jm4ZvqQ9WIi9/OGp7ffetN68ZsOlPW9k+VKXlWLt1eRfn5RKrQ3k91pnsS+sHRD4LOiG4/MBEPAHg8hGwAcF0UH9N+PTfrnWmUrVnHaPpKQY3+Gz5owPLVa0uS1SL6P3xEcup7sy1eokzZrVMHVrIgcuRw1utjzfpN1oNwv//fed+vWUELb46PZCGS0ja7ATh6/KRFNqXdz5w9R7WlDSi7W5RmnrDN0zxD27PuFlSsdYymjbdu3/H62DGUs6kciw2OHD9R3FWxoXR7FeXL1VEWa/YePMzudgAAygOEbABwaawRlBZYq3OhSsUSMCVjNj95sTn72Wfq0tfrN2/ZnLbm4uUrFsmv6QuN2ILNkilGUyamaFuzRnW2JqzHy2xh++4k6+2te28zzZo0Dg56ifUSsU7YnHEC+a5s4ecTqTZL+HzFN6yPSnhosEXIvnLtd5u72Fe6vWyik3r8tnAAALeGkA0A7uHX8xcpZLOuyR/OfJv1pX5j/JhiQzbrbVxUl+6CwkKLNaxhm0J5UQWyUQVZ6zUR0vYjjZshdFMpakodIfrTvQS7nSi50o3g4cBxP+7d/8vOq3Rq6C4CAB4PIRsA3EzqL2fCh4zcHrOBcnbJO/hah2mnu3vvvlKpoFMIDnop9ocf0fQLAOBJELIBwC1tid/O2ndL2Czq7eXl2AoUqlSPszvrh/1yt65sfvh5H7wf3H+wzS279+5vs6MLAAC4MoRsAHBFo4YMZhn6qzVrH3PEN4su1MXKys7muDpCbxBrSoWCM+sRkZefzxasH0DkTM8v7t+xjbOaz4U9VUm3B71De7Rs1pQOZzEc+KUrV9iYdwP7hWPMOwAAt4OQDQCuaO/BQyxkd2rfzmbEFEJwUc8FCn6/cZNCNm1vPuieoEmj5y3WnLtwiQ3r8e9J46wPTYVYdPLef/gI62Bt/QAiZxqrhC3YfCySM415wob5s+g0cuTYSfZc4yvdutq8AsJ9yMbYOPuT3Ty+2k/XtF4Z8Gy9Mj0oAIBbQ8gGAFd058+7l69cfb5hA8q71i3EtWrWeOUl4+AbWdnZxfYV+XJ1FHuI8MOZb4cPGWn+0gcz3raYTJFEbdg0oG9vSr0DwnvHxW+36Kox74P3hWLZAtXtrUnjKcR3bN/WYpw+83oW9Vghbb924/eUp+mI5jWktH3m13N0+nQRqJ4WMZpKHjvKGN8LVSqqsP0r8DjYvwPUrVPb4tQo4ttp7AcAAIRsAHBRK9Z+x4aRpq+BLVtk5+aw9cLMi7S8acvWYsuhtLr34OGXu3WhtLo9ZgObgzCwVcvIkcNYfwwLxiGof9wxImIgHSI6apX1jI+cqfncvFH8sxWrWVW3bVq3Y3cyC8R0b/DuW2+y7ZevXmunhlR+r+AelFmphubN54s+/ypq+TI2l03TFxqt+z6WJXXzmlBVy7TH9vlLl+lAVIdvv/6CTlOYvpHuKMruoAAAHgAhGwBcFAuULLyySc454+jRXYRkvDE2roSdlSdNm7F53TesVfiz+XPpP7a+UKW6fOUq6xxijqVklrNfHzuGddsQmM9lKFS1auXKb785ya9SJdpLqK1Qz2Kb29//7zyWp8eMGCY0n7M5Lz96dzoVS5X8bH5ToeZCyWXdUeTjT5c2afQ8629jfunu3rvP5tkp06MDALgvhGwAcF1sxse3Jk9o0bSJ0DkhKzv7+s1biz7/6pHGvBs8etyoIYMH9QuvW6c2mwKG4vXU92bPemeaze0pvCYk753x79fpuGzkbPvHZZOoU2kskj5qPWmbpH0H+oaFUt1WLvtU6DRCV4D++2DG2507tK/+VDU2EQ8F3Lv37z/qFSgdivtDIyfQj6B9m9bsvOjo5y9dpvuWFUsXlfXRAQDcF0I2ALg0CnlszA32nJ/FGB2PhHKwdYuyndIowlI0f6SqFls3m3Vg6DStp6RhSthcXborU+xewo+gJDsWNRAhZ/fcAQA8D0I2AAAAAICDIWQDAAAAADgYQjYAuAd0NgAAADeCkA0AAAAA4GAI2QAAAAAADoaQDQAAAADgYAjZAAAAAAAOhpANAAAAAOBgCNkAAAAAAA6GkA0AAAAA4GAI2QAAAAAADoaQDQAAAADgYAjZAAAAAAAOhpANAAAAAOBgCNkAAAAAAA6GkA0AAAAA4GAI2QAAAAAADoaQDQAAAADgYAjZAAAAAAAOhpAN7s3H2zuvoMDZtQAAAAD4fxCywV2JRCKxWOzjUwEhGwDAdSgVCmdXAcAlIGSDG6OQ7aXEpzkAgAup4O0lEomcXQsA50PIBjcmlUobPlvv95u3nV0RAAB46JnatSQSCXI2AEI2uDG5XN6pfdukgynOrggAADzUrnVL+nB2di0AnA8hG9yVSCRSKBQvNHr+qapV7j/IcHZ1AACAq+Dl1a5NK6VSiZZsAIRscFf0CS6Xy/39/XsGdftu8w/Org4AAHDdO71Ys0YNBZ59BEDIBrcmkUj8/Pxe7tbl2KlfLl/73dnVAQAo12pUq9qvV6i/v79UKkVLNgBCNrg3Ly+v2rVr/2vooMVff/Pg70xnVwcAoJzyVipHDepfp04dHx8fJGwADiEb3Bp9jkul0sqVKzdu1Oi1Qf2jordk5eQ6u1IAAOWOQi4fMaBvYJvWVatWlclkCNkAHEI2uDv6KFcqlbVq1erwYnu5XL4xbtutP+85u1IAAOVIFX+/Yf16t2/Xtm7dut7e3kjYAAxCNrg9sVhcoUKFZ555hhYqVfRNOXbiwLGTefmYBhIAoGx5KRRtmjcJDerWsGFD+hCuWLEifQ47u1IArgIhGzwBfaz7+vrWq1fP29u7cuXKrZs3PX323NXrN27c/rNQrXZ27QAAPIpcJqtds3qDZ+q0at60bp069NlbvXr1ChUq0EcxmrEBBAjZ4AlEJpSwa9WqValSpaeffpo+9P/666+cnBy1Wm0wGJxdQQAAD0FJWi6X+/j4VKlShbJ1tWrVfH19aQ3asAEsIGSD52Af/f7+/vTpTx/9BQUFhSY6nY7neWfXDgDA7YlEIolE4mWiVCq9vb1lMhkasAFsQsgGj8KatOUmvr6+BoOBEjZasgEAHIUiNeVsFqwZZ9cIwEUhZIMHYh/69JX9MXB2dQAAPAqCNUBJIGSDh8MfAwAAAHjyELIBAAAAABwMIRsAAAAAwMEQsgEAAAAAHAwhGwAAAADAwRCyAQAAAAAcDCEbAAAAAMDBELIBAAAAABwMIRsAAAAAwMEQsgEAAAAAHAwhGwAAAADAwRCyAQAAAAAcDCEbAAAAAMDBELIBAAAAABwMIRsAAAAAwMEQsgEAAAAAHAwhGwAAAADAwRCyAQAAAAAcDCEbAAAAAMDBELIBAAAAABwMIRsAAAAAwMEQsgEAAAAAHAwhGwAAAADAwRCyAQAAAAAcDCEbAAAAAMDBELIBAADgyQkNDU1MTCzhxocPH+7cuXOZ1sdFZGRkVKlSpYwKX7Ro0cyZMzl3uJ4ikYi+hoSE7N6929l1eVwI2QAAAABOQ/F66dKlp06d8oBYCeYQsgEAAACcpmHDhpmZmSEhIc6uCDgYQjYAAAA4Ac/zzq6CS6CE7ewqQJlAyAYAAAAAcDCEbAAAAAAAB0PIBgAAADcgDJHB83xKSsry5cuTkpJYX4uIiIhRo0aFhYXZ3DEmJmbdunXCkCY2N2ZjnixcuDAkJGTs2LGpqamcaYyLWbNmdenShe1F5VgXPnny5BUrVgQEBFy9etVmJWNjY+lbf3//IUOGTJ8+vX79+hYHZcu0wAbWsBgAhAr5/vvv6UyvXbtG39KBgoODLcqxONn4+HiLgxZ/ca2kp6dHRUXRcdmlIIGBgW3btrU+dOl+Lqx8qic7Lyr87bffptqWoqouCyEbAAAA3AnlyKFDh5qviTV5//33P/nkE/P1aWlpQmK22HjSpElff/21RcmnT59esGCB0EmacjPlXdqSYjTt8tVXX1mPsseSN6VJ+5WkMleYREdHlzBKZmRkzJ49m3YxX0mRtKhyaPvXX3+dxWvzg1JNKJeX5IhFVZ5JNaECd+7caTM3l/znkpCQMGLECPPO6FQy7Xvo0KFHqqeLQ8gGAAAAJ2ANt3YsXLhwxowZ1uspjQUGBs6ZM4dFPcp2kydPpsQ2b968yMhIoZ2VQueAAQNYQykVNXDgQHopPT2dMh8lPwqL9erVsyif1vv7+7O2ZAroFy9epJW9e/dmSTcuLm7ChAnm21NYZElx8ODB1pWkoijH9+jRg6I5bTllyhSqDK2vXbs2a6tmY/YVNTK0kJgp5dNxW7RowZkatj/++OPExEQWZ81z9tKlS9n2lPjpUrCTjYqKomXz5F0sOgQrnKpE140dVyiKlulEbIbsEv5cqCiWsNn1YafAro/FHYW7Q8gGAAAAd0JJ7uTJk8K3lNIqVqzYq1cvzpSDhdxMoZAlbPOWV4p6FP6ysrIopy5YsIDCn0XjNMU+loBbmNAC7UtxkELhmjVrLEL2+vXrOVMXDralOdpl//79wnoqpH379my0vtGjR7O+JXZQJVkytmixprpRFmd9VOhru3btWHilWwKWgM1b6OmlTz75pG7duhMnTizmmpqhEM9OatOmTcLFYUXR9WQdPCiIW09qU8KfC93ksIRtfX0I+5F5BoRsAAAAcCdvv/22xRqbDaurV6/mTM2x1q9OmTKFQjZFvePHj1u82qNHD+uiKC9SqE1NTU1PTzdvKWc5+J133rHe5d1337VI3hRYKf4OHTqUciRlYutcbm7JkiWs8jb7lsydO5fqQ/VPTk5muX/z5s3CSxYb0waffvppCcMrnRTrJh4REWHdN6Z169Z2GsVL8nMRLhrdDFhfH8r31t1U3BdCNgAAADhBqcfJbty4cbHbUBpmsbJ///7Wr1L4s3l0f39/m3ObU05lPRmEUMuW2YLNXG5zcpl27dqxBQqy9kM260ceFBRk81WqJJVPhWzbto3VJykpiR3UZv1ZBxI7hzMvuSQ/l5ycHOuVJfm50F0NW+jZs6f1qzavpPtCyAYAAAB3Yiee7tu3j3VL+OOPP9iaJk2alLxkIQRbHzEgIIBSu3mPkfj4eM7UR8LmQB82K1nUkCAWUlJS2MJMk5LswkJ5mzZtbL5aqVKlkhRije5V6Erevn375s2bdG1PnDjB1p87d866lbokPxfaka2xmcht3iG4L4RsAAAAgGKwxmChx4jQ7cG6j4QTlTpMWzAffLCMeFietgkhGwDA+T766COLBQBwKYMHD2Y9LliPkbi4OLa+THs4FDVYXlGys7Mf/6DCuNcM6/cSFBTUtGnTI0eOlLDbSbHoLsXjczZCNgCA882ZM4ctIGQDOISvry9bOH/+vPU4GKRt27apqanWA+cVpUWLFoGBgbQL6zFCX7king5kzB+RNF/JFuw3OQtdKSjUljBks7qdOnWqJBvbkZaWxhI2FUjnaNEDROjsUWqU1NnCxYsXbf5cPAlCNgAAAHgaSods3D3h0UBzFHZZJ2abj0UWhc1rQ1JSUtju/fr1K2rjEydOWIdsm89Kst7e5ptRcGcrY2Njp02bZp3jMzIy2GiAwoB9wcHBVKXExESb4X7Lli0lPEdhBkq697A+7vXr10tYTlHat2/PFr7//nvrkJ2QkPCY5bsUhGwAAADwQO++++7MmTMpNVoP6rx48WK28EidPYSN2UjSbNLyojaeNWsWm4ZGWEPx97333uNMHTDMc3CDBg2sx9djg9nR+tmzZ1vPTEkr2SQ4w4YNY2siIyNZR47333/fYvp3+tZizsvSoQT8+JPF0AVhM2gSYYYdhu4cPvzww8cs36UgZAO4vfj4eDutKQDwxOzYsSM0NFQqxd/WEil2xkfO1jyIJUe5c8uWLZQv+/TpQ4GbzTtDSZcSNguLCxcuLOFwHwxtzAbOY8299mdHp3zcvn37L774wmL6QzbNofX2V69epbqxbiRUTyp8yZIlbBpzWi9MspiWljZ//nxhqGnh5oHqRqdDNxXsJUrzlF9px7i4uBKOT8J07NiRLdBvstBdhA66atUqR03HOHfuXLoadCm6d+9uPiMmJWyH3Ay4DnwQALi3qVOnfvbZZ/TZhL68AM5F70R6Pw4cODA6Oho52xVQdKPEGRERQdHNeiw8Sqg252y3b/To0UKHit69e9vZkrXXsvkOBWyaQ4tkHxQURGVSKA8ICKBvV65cyfq30N3F8OHDE/9hXb5FWKfTuX79Oh001sT8oGwynZKcIKV2VnO6aC1btjR/iapH9wzsjB6n3wj9XOgiUMKmnG0x9cz777/vqAcrXQE+BQDcGEvYnOmxucDAQPuf+ABQdg4cOEDvR840fTRnmgobOdsVUJw9efJkTEzMunXrWE6lxBkcHPzGG2+U7qk7occIJU77jyRSAu7atStrjeZMzxEOGjTIehZ3zhSO6euCBQtYDxABbUk5m42mR4WwLiV0XCqqqPrTQYcNG0bbJyUlsVZzitdz586Niooq+TmymgtXjDP9ewLdXbCWexbB6ZLabI8voRYtWly5coVqxf6pgTNdH/pDRpcUIRsAnE9I2GTgwIGhoaHOrQ9AefbSSy+99dZb7C2JnG1fqbt/zDAp6lU78xQOMXFIrSj4snE8IiIiit24JMdl7JxaZ5OSFGJne/uXzpqdmn9tUvLCi/q50JW0uWOp5wF1QXj/A7gli4SNP+cATrds2TLO1GmEQ872XGlpaazlNTIy0tl1AVeHNz+A+0HCBnBNyNkeb9WqVZzV8CAANuGdD+BmkLABXBlytucRRp4WRtiYNWuWsysFbgBvewC3odPphg4dKszli4QN4JqQsz3MiRMn2LgfjPnAeQB24D0P4B6QsAHcCHK2J2ncuDGbf5G+jh8/vhQD/0H5hDc8gBuwSNhvvPEG/QnHH2wAV4ac7TFatGhx9erVEm78qON4gAfDux3A1Vkk7Lfeeov98QYAF4ecDVCe4a0O4NKQsAHcGnI2QLmF9zmA60LCBvAAyNkA5RPe5AAuCgkbwGNY5Gx6d2/YsMHHx8fZ9QKAMoSQDeCKkLABPIx5zo6Pj+/Zs+euXbuQswE8GEI2gMtBwgbwSPRGViqVCxYsoOWUlBTkbADPhpAN4FqQsAE82Pz586tXrz516lQOORvA0yFkA7gQJGwAj0fva/qKnO0UGRkZVapUMV8jEono68KFC11tcGuLqi5atGjmzJm0wPO8E6vhWMJJHT582CMn0UTIBnAVSNgA5QRy9pNHYXHp0qWnTp3avXu3s+tSjPT09MmTJwcFBTk397vRFXNZCNkALgEJG6BcQc5+who2bJiZmRkSEuLsihQjLS2tZcuWtEAh27k1cZcr5soQsgGcLy8vLzw8/MCBA+xbJGyA8gA5+0mivOjsKpRIbm6uzfVPfrZ2d7lirgwhG8DJKGHTH1f6E8u+RcIGKD+QswE8GEI2gDNZJOy5c+fOmjXLuVUCgCcJORvAUyFkAziNRcJetmwZ+3MLAOUKcjaTkZERFxe3bdu2xMREtiYgICAwMPCNN96wGHqCrlKXLl24IkalCA0NZSWwgTiEbwktsOFErHeko0dFRW3ZsiU1NZUdevz48ZGRkTbH1khPT6eNk5KS2Mb+/v7BwcHW9RSOHhISsnv37piYmHXr1rHK0C5DhgyZMGFCixYthI1Z3ZiZJsJZ2BldhCqzePFiqsy1a9dYzSMiIqZNm2az5lSH+Ph42pj1BqFqtGvXbvTo0VQZ6wto54qV/AqYHzc2NlY49+nTp9vc0pMgZAM4BxI2AAiQs9PS0rp3727RD/iaCSWz999//5NPPim7o58+fXr16tUspAqHplBLK48fP26RVletWjVx4kTzNVTtWJNJkyZ9/fXXNg8xefLkFStWmO+ywmTnzp1hYWGlrrkQvs1rPm/ePCp5//795gme7iIoPbNMbF6NRJMlS5acPHmyhAd9pCtAx3399ddZvBY2pupR7KZcXsIjuimEbAAnQMIGAAvlOWdTDmMJOyAg4IsvvmChkzVsv/fee7SeUmNkZGT9+vVLUTgbgY41x7IWZettWARcuHDhwIED6Sjp6ekU62klBdbZs2ebp0YhX1JRU6ZMYVWlO4TNmzezaEvfWuds1jAcERFBp0PBl7Was3AsFMKZWqmFRvqSDN1NlWGFBAYGzpkzh5VD4ZUCPV00uqRXrlwR7hCGDx9OCdvf33/+/Pl0mmx9QkICVYBOk16iHVl7tv0r9qhXYOnSpezy0unTBuzy0unTsnny9kgI2QBPGhI2ANhknbO3bdtWtWpVZ9erzFHkYm3YW7duFRpfKQVOmDCBFliko8BdpsNrREdHC10mKAhS4qTcSemTFoTISOmQVcaivbaFSbNmzYYOHUops3fv3taN0+aN8XRqdC7Z2dkUNOkQ9LMuxVQslNQpsnOmhG3eCE1nUbt2bUrqdEnpwrKLRodgQZ8SNruqDNWzVq1abNDAdevWmXcaselRrwCFbzpHi+3p8tKlqFu3rkVzuOdByAZ4opCwAcAOi5xNUWn//v01atRwdr3K1pYtWzhTWDTv3sA0adLkCVQgICDAOl+OHz9+5syZ5j1YKLNypi7Fc+fOtS6ESliyZAlF8/Xr11uH7MjISIs19LeABdDSSU5OZnWzHpCKIjtdTKoJXVgWsnft2sVeGjhwoMXG1tfcjke9Aps3b2YvWW9PWf/TTz8176LjeRCyAZ4cJGwAKJZ5zr506VL37t09PmeXpDdwdnZ22VWAIqmdV4WpxU+dOkVf27VrV9RM44MGDaKIGRsbGxMTY76eUmnp+rrYcejQIVayzVZwi0v6iYn9Auk0iz3oo16BpKQkztSxxOb2rANJsQd1XwjZAE8IEjYAlBB9ONSuXXvo0KE6na6c5GwBRb2LFy/m5OScO3fu9OnTwoN6LN6VkdatW9t5lerDgizrcSEMuFFylErtvHr06NFSdBdJT08vtuSisL9EdNzr168LcdzimUibHvUKsDLbtGlj89VKlSqVsMJuCiEb4ElAwgaAR8L+Wb/85Gw2Dl1MTAwmGiwj7GlLi0FUngyPD9NFQcgGKHNI2ABQCuUnZyckJIwYMUKI14GBgVWqVGnTpk2zZs040xVwau0slfV4gmWB7mGCg4OFeB0QENCgQYP69eu3aNHixRdfZA8+ltyjXoEy7erjyhCyAcoWEjYAlFo5ydksYfv7+2/cuNHikUHhw9MVsKcJk5KSXCFk+/n50dcTJ07YfJXuW3r16sX9M4kMxWKWsFeuXCmM31cKj3oF2PZl2tXHlSFkA5Shu3fvhoeHCx3dkLAB4FF5fM6mGM3asK0TNrl9+7adfc+fP2/dm1mYrdBcQEDA43eTaNu2bapJWlqazUE52FyJdKyrV6+W7hBPP/10Cbek34TY2Fi6dDZHANyxYwdn9lgkG5Gaorb5+H0M69ttzeYVe9QrEBwcTBvTGjqK9aOfbFQZD4aQDVBWKGHThyD9UWTfImEDQOl4fM4uCiWzyZMnW69v3LgxW9i2bZtFaly0aJHNoho0aPD4IXv69OlsspWxY8fu3r3boj04JiaG5fvx48eX+hAlH4SEfivYTD0ff/yxxXwxlIDZ4B7FjnudkZFh8wpzRVyxR70CkZGRbPwQyvcWI66wkciLO0v3hpANUCbME7ZUKqVPJfpIcnalAMBdeXDOpsTs7+9PYXHEiBFCYzbF67i4uAULFth8DpKyXUhICJsP/D//+Q+bDJI9Omk+dbm1q1ev0mbsObxSdJmgo1BYpNRI6bB9+/aUbnv06EHlsNoKky9aD4ldCqdPn6YEnJ2dXVTspuN+/fXX9CtBFyE0NHTWrFms0Vro4G4+mjW7XFTzunXrsu4iVHhycjLtZf/ew+KKPeoVoO0XLlxI61lTOpvw0nxjz4aQDeB4Fgk7Ojraevx/AIBH4qk5WwiLlAtZN2IBxcSVK1euWbOGIp1FBwyKbidOnGAzrpuPtTxp0iTKcNY9RoKCgmglBcqAgADO1DXZuuNESbC+yGymRusnMilfWrfvPioWiGNN6NszZ84UNV/MkCFDKIVPnDiR3W+Yv0SXjn49hJoIl2uiifmWFJppPbs5Me/UUdQVe9QrMGPGjOvXr1P5whkJNaT6278pcncI2QAOhoQNAGXEU3M2mwl8+fLlSUlJrOmastqgQYMiIyMprlWqVIlOmSKdeT9gWqDkHRUVRbmNtcVSNp0yZUpYWFhoaKj1IdjEh0U1jT8SSplUscWLF588eZJ1eKC82K5du9GjRxfbPaMkNm3aNHv27BKmTwq+PXr0oMrQpWPXwfzSCZuxy2W+GUXn4ODg6dOns38EYIdLTk4W7j3sXLFHvQJ0EzVs2DDh58vi9dy5c9n8kR4MIRvAkZCwAaBMeWrO7mxi86UhJtbrKR3anMjQooOyYIaJxUqe54uqks3thUNTcCxqx5JUhjOdss2js6Z9i/IfvzJ2NqOXbNbEIVeAsfnztVO+Z0DIBnAYJGwAeAI8NWcDeBiEbADHQMIGgCfGIme3atWKcnajRo2cXS8A+B+EbAAHQMIGgCfMPGezjyDkbACXgpAN8LiQsAHAKeijpmrVquHh4Xl5ecjZAK4GIRvgsSBhA4ATvfTSS7t27erZsydyNoCrQcgGKD0kbABwus6dOyNnA7gghGyAUkLCBgAXgZwN4IIQsgFKg7J1//79kbABwEUgZwO4GoRsgEfGBqalP2McEjYAuAzkbACXgpAN8GjME7aPj8+GDRv69evn7EoBABghZwO4DoRsgEdgkbDpj1lR8wADADgFcjaAi0DIBigpJGwAcAvI2QCuACEboESQsAHAjSBnAzgdQjZA8ZCwAcDtIGe7hYyMjCpVqjyBAzVo0ODatWu0EBERERMTY2fLRYsWzZw5084GISEhbdq0iYyMrF+/vsVLoaGhiYmJtMDz/GNX2e0hZAMUAwkbANyURc7u0KHD9u3b8QnmIlJSUkaPHr1u3bon8BOhY7GETWJjY+fNm2edj0su0YQKiY6OHjJkiIPq6IEQsgHsQcIGALdmnrOzsrJoAZ9jrmDVqlUTJ058Yof7/vvvOVMLNGtmjouLmzFjxuMXO3To0Nq1a+PXqSgI2QBFQsIGAA9AH1yHDx+meE2fZhS1kbNdQXZ29hM7VkZGxooVK2ghKCjIz88vNjZ29erVJQnZ9Gtj8/ckISHhww8/TE1NpeWpU6eePHnS4XX2DAjZALYhYQOAx2jZsuX+/fvZZxpydnmTnJzMFkJCQurWrUsh+9q1axSUw8LCSlcg7di+ffuGDRtmZmZS1E5PT3+cziceDCEbwAYkbADwMI0aNULOLp+WLFlCXwMCAlq0aFG7dm22cv369aUO2aRKlSqTJk2aN28eLf/xxx8I2TYhZANYQsIGAI/kGTlbJBJxpp4Mt2/fnjVr1rVr1/z9/du1a7d7925hm5SUlO+//z4pKYk97Uf5Mjg4ePr06RZZkDbr0qULK61x48azZ88WdomIiHjjjTfYxUlLS1u1alVMTExmZiYdi4p67733KLBa1y0jIyMqKmrLli2sKwXbuF+/fuZPBwoHZdhySEiIef0JHS4+Pp7qQwelbwMDAwcNGhQZGfmoQ5Gkp6ezytAZcf+E4xUrVjz+44+VKlUq9b7lBEI2wP9DH0bh4eFI2ADgkTwjZ3OmJ/lYP2NCMVQIixRzKSsLLzGUm1eYFDUaxvnz5/v06cPiLBNrsnPnzpycnKFDhwrraRv2knV/ZcridGHNCxE2Xrdu3aZNm0qYjykWUyBmyViQarJgwQL68dnM90Wh0M8WBg8ezBZ69+7Nrs9jPv74JLuVuymEbID/SUlJYc/gc0jYAOChPCNnU0wMDAyk/ErxOiEhoWLFimz966+/TitpYdKkSRMmTGB5lD7bP/7448TERBaXrXP2xIkTAwICvv76a/ZSTEwM23LKlCkU0OlAc+bMCQsLowRPwZSNCmLxwJ+QsP39/amcHj16UKSmlfPnz6f60KGHDx/O2qrpUvM8L4xFbRHW6RDBwcGsef7dd98dOHAgnSCtPH78OKsMG++85DmbXQ06BWEXOhE6WSqqhI8/2kR3AsKdTOPGjUtXiMdDyAZ4yDxh+/n5YTRZAPBUnpGzWcLmTKmRraFwzDKlRYs1nRoF3MmTJ1MupK/t2rWz6CZBiTYpKUlYSfseOnSINqYkSnmU9mWN0PSVgjtFZ3opNTXVfB4ZSswsYZsnYFqgKrVu3ZpepZxNy8WOKj179myWsM3LoaOwZw1DQ0PpuGPHji3hgB50+8F6v9Au5usjIiLmzZtHL5WkShbo9C9evEiXkbXZU1FPZjIdd4SQDWBknrBr1KiBedEAwLO5e84ODAy07k/MnvALCQmxGRznzp1L4ZiiYXJyMmVl85doe4vSunbtylpqx48fbxEi69WrxxYoa7Irlp6ezsaffvfdd63bmGfMmLF69WpKtFQ9+4lWGGvPZjlUjTlz5vTq1YtyNiXdkjRmr1+/ni0MHDjQfH1kZCR7ZnHdunV2qmTed9wmuhlg5YBNCNkASNgAUB65dc4OCAiwXsn6MQcFBdnchUIqm41l27ZtFiHbOrAKo3B07Nix2MqcOHHC/sas5diim7U1Su32yxHa7Oksig3ZFNlZu751YzPdUdBdCtWHyin1AHysuR3jitiBkA3lHRI2AJRb7puzW7dubbGGPszZwkyTRyqtSZMmj1OZmzdvsoWiLp0wEAdV0s7lPXr0KFsotgm5JOLi4tgCe/iyqM2ioqI++eSTkhdLtzcNGjTo37//wIED0VHEPoRsKNeQsAGgnHPfnA32rVmzpiSbrVixoqiQXdSMj1BCCNlQfiFhAwBwtnL2t99+a9GL143s3LnzcaZZKVO+vr4l2ezBgweP2UiclpZWbO8UJjMzsxSPP0JJIGRDOYWEDQAgsMjZbAA798rZwkByR44cecIhu27dumyhqN4gwpDS9jtSN23alC0cP378MU9h1apVbMHOLYcwUqH9xx+h1BCyoTxCwgYAsEAfg4cPHw4PD7906ZJOp3O7nF2lShU2/HNsbOy0adOsW4IzMjIaNmyYmZk5adKkr7/+2oGHbteuHVsoqqeNMFi1sEbI5eaEv0RFzXkuzBZZ1Kw6AgrQnKn/tJ2wTiWwKTMf5/FHsAMhG8odJGwAAJsaNGjA2rPdNGd//PHHVGdKjbNnz7aO0bSSDe08bNgwxx6X4ikbt2TFihWDBw+2aK5etGgRG6z67bffFlYKo5dYlCPMeW4xGTtnukmYOnUqZxrWo0ePHnbqw2aA50zjD9qvOW3AHhJ91McfoSQQsqF8QcIGALCDfTC6ac6mVLpkyZLU1FTKqenp6VOmTGHtuMLMi5xpJsiyeJhv4cKFJ06coGhLl856xkfO1Ixts+356NGjVB+hIXn69OksItOVP3TokDBpZUJCwocffsi6WVP59ntsx8fHs4Vif3C0AQvZdh5/hFJDyIZyBAkbAKBYbp2zd+/ePXz48MR/WLzq8I4iAorC7KKxfGzxakhIyKZNm8zXNG7c2N/fnzZmAw7S8t9//82ZGrOpnAEDBly7dm2FiUVRxXYUobwuDI9dbA8Q2oA2o+3x+GNZQMiG8uLAgQPh4eFI2AAAxXLfnF2lShXK2SkpKcuXL09NTWX9NAICAgIDA994440yHZCOcvaVK1eioqK2bNnCmpwpOgcHB9s8LtWTrjCbbt26nKtXr1LkXbduHWsd50wN4W3btp0+fXqxuTk5OZktjBo1qiTVps1YKMfjjw6HkA3lQlxcHP2RoD8VHBI2AEAJuGzO5nm+2G06m5Rks6JKs/PSDBObL1F0tvOqBQrTdD9Q1KtDTEpSjoUJJiXfPiwszOJMS34K1uycUTmEkA2eDwkbAKAUXDZnA7gFhGzwcOYJmw0ES382nF0pAAD3gJwNUGoI2eDJkLABAB4TcjZA6SBkg8dCwgYAcAjkbIBSQMgGz4SEDQDgQMjZAI8KIRs8EBI2AIDDWefsrKyssWPHOrteAC4KIRs8DRI2AEAZscjZ48aNy8vLe+utt5xdLwBXhJANHgUJGwCgTLGcHR4ezuZbmTp1Kn1FzgawhpANngMJGwDgCWA5u2fPnikpKRxyNkARELLBQyBhAwA8MT4+Prt27ULOBrADIRs8ARI2AMAThpwNYB9CNrg9JGwAAKdAzgawAyEb3Ntnn33GPtY5JGwAgCcOORugKAjZ4MaQsAEAnA45G8AmhGxwV+YJu3Pnztu3b/fz83NulQAAyifkbABrCNngliwSNn2400e8c6sEAFCeIWcDWEDIBveDhA0A4IKQswHMIWSDm0HCBgBwWcjZAAKEbHAnSNgAAC7OOmfn5eXNmjXL2fUCeNIQssFtIGEDALgFi5w9e/bsjIyMZcuWObteAE8UQja4ByRsAAA3wnJ2//799+zZw5k+w+krcjaUKwjZ4AaQsAEA3A7L2UOHDo2Li+OQs6H8QcgGV7RmzZpGjRpRnuaQsAEA3JZUKo2OjqYF65ydkpKSmpqKZyLBgyFkgyv67rvvzpw5Q3maPoKRsAEA3JfNnD1gwICePXs2aNAAIRs8GEI2uJzbt2+zZ2V69OihUqnYSiRsAAA3ZZ2zly9frtPpzpw5c/XqVYrazq4gQJlAyAaXwz6FCRI2AIBnsMjZlLDZ+piYGIzuB54KIRtcztatWy3W/Oc//0HCBo+0fPnyBw8emK/56KOP6KtSqXz33XedUyeAskE5+/XXXxeaURj6wEfIBk+FkA2uRegrYm7QoEG7du1iz0ECeBKdTjdnzhzzNexbdFQFz0Of7eHh4RYr0WMEPBhCNriWjRs3Wq/08/NLTExEyAbPM3HixIULF969e9d8pVKpnDlzprOqBFBG6GOcPszz8vIs1qPHCHgqhGz3o9Fqed4gl8lFIpGz6+J4sbGxwnLt2rUHDhw4YMAAxGvwVCxPC0PoMJS8a9So4awqAZSRuSYpKSlbt26Ni4u7ffs2W48eI+CpELLdiVqjzSnU5Wokel5UQaaupBR5Kz0qal+9evXMmTPI1lCuWDRmoxkbPFtnk2XLlglpGz1GwFMhZLsBnufzC9W5KkO+TsYpvQpFnMHAGURcXr5ema+u5MX5KKUSiSf8KPPy8g4fPoxsDeWKRWM2mrGhnDBP29Z9SAA8gCckMw+m1+vzCjV5WpHKIOOlkkIdp8vnOWPs5vIKeE4k0SokKhWfka+ppNT5KCUKuczZVX4sLVu2dHYVAJxAaMxGMzaUQ2hYAU+FkO2iNDpdnkqXqxYZJEq9SETx2qA1cJSruX++EF5fqBIVcCK5TKEzcH9nairKVb5KkZdn9SEB8HhCYzaasQEAPAZCtsspVGvy1Hy+VixWKDViTq3mKUwbkzX9JxbLZSKRTiWViNWcvEClE4l4ESfSajiNViSRyA0iLjtX552vquQtrqCUicViZ58NAJQIxevPP/8czdgAAB4DIdtVGAyGAo2W4rXaIBPLJRotp8s3cDxP2Zr+JxFJFApRYfaDQ8kHd+8/XqVazWEDQp97vmGeTpqn0vE8J+Z4g47P1nFiiUQrk+YXGBR5mkpenK+XlDj75ACgGEqlcv/+/WjGBgDwGIhfzqfT6Qq0+lw1bxDLOYlYo+X1eaama/q/gZNKJXKpKPPezV379v6YdOzirWydSM4b/txx6Ndu7V4Y0a97y5ZN1Zwiu0BHMV0iFvF6fUGhiBeJlXIlJfXMAo2vorCit9Tdu2sDeLx69eo5uwoAAOAwCNnOpNZo8jX6Qr1EJFUYJMaeIRSUOZ4X8zxlbJlUKhPp71y/lJCYvHP/6esP1LSZVO4t1uk5iUhv4HcdSttz9Ne2zQJG9uveqUNrXl4hK19PWduYznlerRapjIXIdRyXlan1lRVW9JJ4KWXorg0AAABQ1hCynYDnDSqNLl/LawxSqVxu0HPaQorVvMgYr+l1kUwuERk0Vy6ejt+RmPzzpXu5BolMIVN4abU6jd7QvNEzlJPPXrpBcVksFh9Lu3rszJUmDWsP69M1uPuLykr+f+frNTq9mBNxIhGF7mwdbSXTi2XZufoK+WpfJefjJZNIJM6+DAAAAAAeCyH7idIbDIUabYGO0/FSmUyiV3GaPJ7njB2vjd2vRWK5QqRTFZw5dizup+RDZ67nqCUyOTHN8igWt2vecNyQHuFBgRSvE/afWh2bfCLtisHAy+XSC9f+eHfxptUxSYPDOvUN7fJ0tepZBYYCrU4sorINvMGQW0CZW6yVKvNVBkWBtqJC4+NFCR99SAAAAAAcDyH7CdHpdflqXaFeLJbIRRKRQcUVaihemzpec5xYIlbIuPzszH17D27evj/18l2VQS6TecnkvEajUcrlPTq1mDA0uPuLzWiH5JQ0jVbXK6hNn1faHjp5YVVM0v6fz6nVWoVcevvu3wtWxX+7dX+/V9pF9Hmp9jN1s1VcnlrHOojwvF6lFhVyIrlcoeW5zEyNr7zQ19iHRO7ciwMAAADgYRCyy5xKrS7U8WqDRKFQSnhOozbO4MgZ47WRxDiUCJdx78/45KStu1Iu3MzRi5UymY/MYFCrNRV9vMKDAicODWnbvAEF6x/3nvgmJvm4qfW6dZNnIwe90j+4fbd2TdIuXV8dnbzzQGpmdr5cJs3MyV8Vkxy7MyW4c8vhrwY1bvxcnk6cW6gzmB6m5I1D/vFZnHHIP0rfWVlaH2lhRS+xtxeG/AMAAABwDITssmIw9gzRqPScnpMp5BKxilPlGwOu8NShTC6Sirlbv1/9aeeuH/em/n5fLZIqZQofTq8vVKmrVa444pWuFKObNKyTV6D67of9UVv2/nr5BoVzhdz4U/vlwu+TP1z9+Xc7RvV/aVh4l6/mjJt+u+/aLXu27P75z3uZMpmkUK2j5e37U7sENh716suBbZpqxIqsfK3eYDA++8iLeJ0hRycSi6R6sSw3T+edr/b1EvlgyD8AAACAx4Y45Xg6na5Qq1PpOJFELpOK9f/0DOFY5xCRSC4XcQb95Qu/xsUn7Eo5dzeXl8qUcqW3VmeM13Wfrjo4rNO/BgTVrlmF5/lvYvd8tm77rT8eyGT/bxg+Kpq+Xrtx9/0lm1ZFJ0X06jR6QNDcqcPefK3XxvhDm346RC9JxGI68J6jv+47dq5Nk/qjXg16qVMbkbLC3/k6rY4Xi0wN2wY+v5AWxDq5l1rN/52vrqjU+mLIPwAAAIDHgJDtSBqNtlCr1xjEMrmSMrBGzas4A+saYhzpwxivOa1Knfrz8dhtu/anpmeppbSlQslpjaGcb1T/6ZH9Xxoa3qVyJZ879/7+6++capUrdmj13OX0Vjv2n7r7V5ZEIpb8/x4dcrlMzsnuPsiat+KHNZv3Dg7rOGbQy9PGhI8f0iNu98/r4vadNTZ+c1KJJPVc+omz1xrV3zm8b9ewlzt6+/ln5uvVGj1rWjd11zaoOE4mVRoMXFaG2luW71dBihnaAQAAAEoBIdsBDAaDWqullKwziJVKpVTDaQr1pldE7P9isZjidX5ObtKeg9Hbko5f/LOQV8plPgoFr9FqxSJR6yb1KRz3e6Wdt5fit9//WLByW/ye4z5eyoE9O4zo23Xxe6Pf+ld4zI4jmxOO3PrzgXnPaYOBStBR+O7YplGz5+pu/PFQ9I6Unl1bjR8SPPrV7sP7dNl18Jc1sXt+/uUybamQS6/cuDtrafTq6KSBPTu+Gta1Vs2amQWGApUxaptG1+Z0Wm22ViQVywycIj9Lo5QUVvQS+Xgr6BBOuroAAAAA7gch+7Ho9XoVxWutgRPLKcLyal6Vb4zXFKxZ/xCpVCyXcQ/u3U9MTordfvDX61kGiZdMVlHOGzQatVwu6/5i03ERPXp0bimViE+fT18dk5x4+ExOXoFCLs/NVy1du2PF98lzpw4Z/epLb47qee7KrRt/PJCaQrZeb6B47VexQmhg45H9ujZ9ru7kD7/RG9vNDXG7j+3Yf6pLYOMJQ4N7BwWGv9w2JfXCNzHJe4+eVRkHIZHdfZC9dO329dv206tD+3av/+yzORpxXqGO5419SChrG/T6vAJK3hK9VF6Qr5XnGaO2bwU566MCAAAAAPYhM5WSsYOHVqvRiyRSmUIhUav0qgKd8YWHjdciuUwsFXM3b/z+445dWxOPpd9TiWTeMmVFg0GvUql9K3j1eqnNhCHBL7Z6jqLtwRMXVsckHTh+XqXRKuVyby+lyESv57u2bdzvlbaUp9/6ZN3uw2eUCrlGSzmer1+3Rp+gNq8Gt29Yr6ZOr3/9ozWHTl70UsoNBl4m4ylMHz975dCJC62b1h8X8UrPbq27BL5w9vKNNbHJ2/elZmTlKWTS3Hz1uq0H4nb/HPRis5GvBjVv+oJKL8su0PEG/uFJcIaCQgMnEmnlFXRa7u/7+RW9NBW9pRjyDwAAAMA+hOxHptJoNDqD1iBSKr3kOo6+0Wm0pleMsVQsYvM16i9fPLt5287tB9P+zOGkci+5l69eryt4OGxI27GDX3mhQR2Kzj/tPflNbPLxM1d0eoNSIfNWKowFmVBQ7tW9zVcfRkqlkqmffLc18bhUIpHLZZ0DG0eEdezRqbkQduet2PbTvlNeSoVao5WIRU0a1hka3vn3W/fWbtn38y+//fzL5WbPP/OvgUEDQl784oOx08b0+Xbrvi27jt65+7dMKtHpDNv3nUo8fKZ9i4ajXu3eoW1LXuqdVaCn9aaO5FQ8r9Fo1TwnlXrzBlHW34UVZJS2xT7eCgz5BwAAAGATQnZJGTteU9bU8wZO7O2l5NQGdaHWlIe5h83XIrFCIdZq1Kk///z91oQ9J65kaWQyhbfSS6TV6QpV2jpPV6VwPHpAUJ2aVfML1RviD67dsufspRu8cVQ+GSXph2WZvhaqNOFBgV9+MEYiEb/532+3Jh5r8EyNnl1bDg7r2DigFqXztIs3XmhQq4K38tutB1bGJNMu3l6KkC4taIOgF5umnLo4b8VWqhcFd57nz/928625Ucs3JIzs2214n65z/j3kzVFhm348tPHHQ1eu/0FZmQ565NTlI6cuNX2+Lm3Qo1t7hZ9fVoHB1GpuapkXGefTyS3gRBKFQSTOzVUr8woqeYsressx5B8AAACABcSj4un1+gLK17xYIpEqvSQalb6wQMtGC2Eb0IJSIcnPzUvce2jTD7uPnrtTyHvJ5RWVSuNTiVoD/3z9p0f26zYsvEtlP9+/s/KWb9i1ftv+3343pluFTGpqLub/mZ3GiBJ2n1faLv8gkpL9tPnrb93NWP7hmLBurSv6eN3PyFkVsyd+b+q/Xu3WtnnA9n2n/vvV1ufq1ez7cmDfV9rWr1Oddr9y4+6/564tKFBTcOeNs7WLZDLj6NfXb92fvSx6VUxSRFinfw0M+vfo3mMHv/JD0rFvt+w7c+k6z/EU9c9fuT1z0YaV3ydSWO8T0rlGtRpZhbxKY+wJIzbVkjfo842PdUr1coWqUP9XbkElL7FfBZlSgT4kAAAAAA8hZBdDo9XmqvVe3l5SA6fV6Iyt1yKRWGi+NkVtrUa1cfMPMdsPpKVn6iUV5HI/pXFiRV4iEQc+H/DagO59Xm7rW8Hr1p8PVkQnxWw/fPOPBxR/WSr9f+HahBL2qyHtP581xksp33P01yG9OnVu04g2PH3+9827ju07dv72vb/fHddncM8OF67eTjpy9vNZo4M7NRMybk5ewbR56/64n0mJmU0tyT8cpJung1KV7j/IXhz103fbDvTr0S5y0Csj+700OKxTUkra2i17T527xml0Mqnklml69nVb9/d5uU2/0M5P16mXoxbzDx/mZI91GlQa4wySMqmP3iD6+35ejUq6yhW9n8wPBQAAAMDFIWQXI0+l8fWtoFIbRAbTOHes9VrI2KZO2Gq97tDZOyd/V0mkPgqZhI0sotPpXunY+ssPxlb286Fvz/1287V3vjx7+XpFH2+LBwcfzrLOeomoNQNCOnw+619sm1c6NsvOLYzZeWRr4omzv93UavUGnh8/+OUpr/WkV2tU81/2/ig2BvbZyzeG9e6sVMg+/GLLibNXKXObJ2zehB2Ocra3RJ6TW7B8fcIPicdWzp0Q0qVVeFBgj04t3l+ycf0PByiLSyViqUT+V2buF+t3X7h659MPJksV/jqDgTMbOIWVqtXpJDxfqaLP/dycCkqNQo72bAAAAACEbLv0er1Wz2fl6OUy3kshM+j0BoNF07Mxc1bw8f3m0xmDU35ZGhV/+ny63NhgLJFJpclH0gZPWfzOuH7BnVs0fa5uzOfTPlu3g3KtSq2xmE+REjZlYFof0avTsv/8i7IyHej8lVtbE48npqTduZdJyZjtEtK5+XsT+rIa0IF2HvgleseRK9fvrvzvWNprRXTS5oSjXqyN3Cy7Cwmb0Wh1YpF4YM8O08b0bdO0Pq05curSp2vij/3yG+Vr+paivFqtrV2z8piInqE9uvHGGWoMprG0/0nYxmZtkZeM81Pyeq3ut2v35ApZDV8pQjYAAAAAh5Btn1gs1mr1N36/LeIM9etXq1bFh+Lqw6QtRG3eNLC0QRT2UuvOgS9sij+wYlPC7bt/KxQysUhEmXv4tGU9u7WeOb4/5eyvPho3sm/XhavjDx4/T5lVJpP+07FbpNZoR/TruvT90SqVdtvB01t2Hztx9mqBSkvRmf6jmtAGrRrXW/TOMPr2yo27P+45ufPgmd9v3acA/cXs0W2bBew5+uuSqB0U7kXG2dJ5U3D/p4PHP93HtVod1b9t8wbTx/al6E/rr974c/Gan+KTj1P5lONFxuFTtD5eimF9uo0c3LtytaqFajpf/n9N+LwxglPFq3qLKipFv934a9ues5d+vx/atWmLZ/ye8A8IAAAAwDUhZNtDyVLM6aUScV5u4aWLf2RW8633TBUvL7newBunfTF1UuZFnIgX8cY51XkvpfL1kaG9urddvmFHzPbD+YUqhUJOG23fe5JS9cj+L00ZFfZiq+e3LJ/+056TS6J+On/llnFYEamEYuzIft3GRbxiyrsnrt/5S2wcq0TmZYrXVBPKxg3q1pj39tBzV25t/DHlyC+Xc3ILZabnGv/9Ws++LwdeuX73/SXRWtPsjxbt1uxE6NZArdY2qFdjyqheEWGdqPAHmbkrvt/9bdy+jMxcCu6UsOkotPHLHZpNHNX/+UYNVVpepTaOLmKaocYYsOmkabmyt/jpSuK8fHVc0oXEI5cLVVpvLyVv4OVSjOgHAAAAYISQXQypWCwxDa4nFon+epCXm6uq9bR/jRoVKVDqjB2kRaxRmzeFUErdag1Xu2aVxe+9Nqhnp8XfbNt37FfT2CNylVq7fH3CT3tOvPlar5F9u70a8mKPzi2+jdu/Mjrx9t2MZ2s/dT8ju9+kRZk5eRR2jS3KIpHQ04NIxOKG9aq/vzT6zIXrdFi5TEKxuFCl6fVSq7dGh+XkFU5fuOHPv7JovXnCZo3ZpFCteapKpciBL1OO96/kQ5WhbP3F+p3pN+/J5TIvpdw0f6T2hQa1J47q061Te4NYUkjxmu4fxA+HPjGeG89VkHM1K4q9pNzxX29tSjhz/Y9MhdzYRUQqlYlFoqKuIQAAAEB5g5BdHJHxSUGWHylr63SGGzcyMjPz6tSpXKmSN+VOPW9q0haxfiNGBgOvMXDtWjbY9Nm0n/acXLo2/sKV23KZcaJEysEzFnwXsyNl5rj+wV1aTHktbEBI+y++S4jekbJj/ykfb6W3UiF07RCeWaQ1BoMh4eAZWqZyJMZe01yhSt2kQZ2Pp0bQ1rOWxaT+eo1it3nFaWOqCeVpby/5mN5BU17r9UytarQy8fCZT9fEp569JpWKqUrGCK7SVK9S8bWBwQP69vD2qaBS01kZ/hm029Raz3MyCVetgshPKbpzP2fTzjNH0m7SlaGbAdMY22IK2VKJ8RlQXuhYAgAAAFCOIWQXwxghTZ0gHnad5jlKlQX56qtX7lWp4vN0LT+5XGYwDd3BOlQIvUd0OtpSMqjniy93bL5mc/I3MYn3M3IoB0sV8jMXfh/+9mc9u7aaMb5/s+frLpw5clifLovX/Jh05CzrGM0OzQKr0J5tivrGtE3f6g2GmtX8lv1nVBU/3+QjZ7cln2BN3tw/Ld8Ur9UaHe0a2rXl25F9Wr3wLL2UdvE6xevdh36hV1kip20UcmlE7y5jR/StXadGoZr2MrDzNZVlPBE6rJ8X91QFkVqt3ZJ8edu+C1l5KtpLLBIbM7jxq0QqkcmlErlcyqqAnA0AAADlHEJ2MYxdRUzt1Byb+JAzxk+RqYE340FuXm5B9Zp+VapUpATMorYxY5uNc6fVcZV8vWeM69u/x4tL18ZvSzzGYjRtuX3fyYMnzo/s1+3NUb1aNK733eIpySlpi9f89MuFdKmpZfifqPowbJvXilKyl1KekZnHmYb5i/38ra82Jh46eUGnM8hlEtPTjfo2TepPHRP+SsfmdFdw527GF+sTNv10KC+/UEEBWcIZtzAYOrR6/vUx/Vu1bKLVc4VqAx1DIuZMJ2E8DTptL6mxAVsh4U5duPPd9rTLNx5Q+XKZjHs45brpHoRCNjHOGinS6/WmTuTI2VBeaDSa9PT0M2fOpKWl3bx5My8vT6fTsX99Yve9crm8Ro0aLVu2bN++fePGjb28vJxdZQDXMm/evOzs7IKCApmJn5/fU089dePGDQn7d1uwhT5hatWq9eDBA7p0+fn5cmO/TWmVKlVmzpzp7KrB/yBkF+efgCtkRpazKfpSutRpDXduZeRk5dWoWbmCjxdv6pwtzN/4cA4YntPpuQb1qq/474ShvbssXL3t6KlLEonY1FFb8+WGhJ/2nqScTWk7pEvLrm1fiN5+ePnG3Tfu/KVQGLuGGAsUsXL+17AtlYjTb90b9vbnIZ1b/Pu1sI6tnn+xxXP7jp37cn3CsTO/1av11BsjQwf17KhUyHLzCtf9sG/FpsQ79/6mcE8HNfYh0WgD6lafODK8Z3AnsVymVhtrKhaLhBPkjZ3ROX8vka+cu5eRt2FH2v7U6xTKKZ+bKvAwYRu7bHMS464SiVIhZSdrqieegAQPp9Vqjx8//sMPP1y+fNnf379169ZBQUHPPPNM5cqVvb29KSiIjL3LdCqVKisr69atW5TCFy1adP/+/eeee65///6dO3euUKGCs08CwCVcu3bt6tWr58+fp/dOs2bNKDvSzerJkycpNTq7aq6LPl5atGhBHy+XLl26cOGCj49P8+bNa9as6ex6wf+D3+BiUPTkeb0QQFlwfpizDZxIYsyb+bmq64V/Vq7iW/Upf5lMKowkzXqPMKZeHlzXdi+0a/nc5p1HPvt2+9Wbfyrlcm+l4s+/Mt9ZaOyoPWN8P8rZYwa93DsocGV00vptB7JyCtj4fdZ9nSXGldz2facOHD8/qGeHSUODX+nYrHObRhSyGwfUql7VT6fT/5B4bEnUT+d+u8l6hFMhFOv9KlYYNyx0ZESof9VKKhWn1/Jis0jMbg8oW/srRVqtbtu+q7GJ5zKyC0w3ydKHZy8yDZktMg2+Ypqhh0J/BeXDwbmpVnSHLRZbtr4DeIbc3Nzo6Oj4+Phnn3124MCBc+bM8fX1tbklvWWUSqWfn1+9evW6dOny5ptv0r4nTpzYunXr/Pnzu3XrNnr0aCrkCdcfwNUY+0NKJHK5XKFQsOf16a+e1MR6Y7HZ6LRl5QkcomRM/2zOF1Ufukr015auEl06+qjhrObEAKdDyC6GTCYxDjz9sP3WOIKIcaYZ478FG8e2o5zNmTpN8AYu46/svNz8atX9K/lVNH4KmE+Z/s8zkXoDp5BJR/Xv1rNbq6827lq3dV9WTr5xdA6F5MzF30dM+6xnt9YUtZs9/8wHbwwaHNZx6drtO/ad0mg1Njtqi4yPHkoLVOovvktIOnxm3aI3mjSs81L7JvTS0V8uf7o6/uAJ42jcbPJIjVZHuTz85XaTxvRv+HwdtZZTqXlTQv7nnsFEITHGa5mYS7t8b238mXPX7stkYjkdXcSZJWwxb/yPNWnTfYbxkshlxne7abwV0T/VfHI/JoAnQKfTbdq0acOGDb169fruu++qVav2qCVQHH/ZJCsr68cffxw3blxAQMD06dMbNmxYwhL0en1+fr5arTY+Bk136d7ecswABW6OfpkrVKjQqlUr1qJkJynSSxnZORKZrKgNHh+9xbxkUi8vL1cIrDk5OXqRWMbxPr6+NutDK318fFq3bi0x/ru3vUsHToGQXQze+KSjsVmW9YSg3+O7f90wcLKAp+totXqO/UIbHoZPrVp/985fuTl5VZ+qTG9RNicMG+NPJMxFbiqzWuWKH02JGNSz46JvtiXsP603GOQyKW3NOmqP6Nttymu9GtWvtfrjifTt4jU/HTvzmynISv+p1cNnHI1zN4rFA0Lb//u1MErYtPLqjbtL1/70Q+JxteZhNNfrDVqdrnWT+m9G9u/UuaVBJFJpjKlfIv5fwzwFY6mIqyjnvKWiB5kFG3b8mnj0mlZvkBv7hzysNrvLEIskVAupSKfh5bypJVtkvD6cTGrskM0mhhRz7IOSQ9AGj3Hp0qWZM2c2b958y5Yt/v7+j1man5/fa6+9Nnz48J07d06cOLF9+/YzZsyglTY3LiwsPHXq1IEDB86fP19QUGCcUNYUMkyPOBto+emnn27btm2HDh3q1q2LNx24I/plNv5jaXExUV1YWC/wxdDXxmnV6rKohkQq/eP39J1fLFAqlbze1JQmkTj8HWVMBmz6aImE3sKUjulIYlrW641/ltk/BItEObm5gf2HNu/c7fju7Rf2JPgWnbPZpXN0NcEBELKLITK9xcQSMa/T07JMKvvl7NlVO07+q39wvy7tvaRKrV5nDKl6Y5OuES8qyC24U1joV7mSf2V/eseyfMr//7cpeztQLF638M2klLSFq7adOndNJpM+HFF74y5K22+OChvRr1u3dk06tHx+y+6fv/huJwVohUIm+Wd6Gr1p7sa3x4QHdWhGb8gHmbmrohPXbtn3IDOHTS5jmh1dU7tG1fEjwgb0e8mrgsIUr3mx6J/BUkTsOU7OW0IJW0RFbj+YvmHHuXsZeUqF1JjpWes9a8YWiYxTVOoLrl78tbJcX/X5oIfdr41nznvJZaaQbfx3LZFpPhw0ZoPLoj9subm5WVlZ9FWj0Zg6OInpzyr9GaOk6+PjY/G7GxcXt3LlygULFgQGBjqwGvSnsW/fvqGhoVFRUb169Zo1a1bPnj3NN7hz587atWv/j73zAJCiyPp45+7JmwMLS84ZSSKooAQDICpiQMHzzAFRzxPPQz/UO8A7A3qCOcKJCoqIBEEknCQRAVlgCcvmnGYnp/5eVfX0zgZggV120fq7Dj091dXVPd1dv3rz6j3A606dOo0dO/bmm29OTk42Go0ROVz95eXlGRkZO3funDVrFhwL1DBp0qSYmJhGbCcV1XlQQzARyhhN5rjEJJ/H0xRtgC7bXWWHBVmSOl92WcjrPbx1a5C4ezaS4BAMitL58ssDTufBzZuT27RJGjy4ZO/e7PT0bsOGKfHxx3780eFwwABatNiGT7gBRtEjJk05sGm9ivvXk9XZiC2kakRRyD6NkFMYD4zNBZgg8auItlocTvfrn63bsufgvZOu7N+5YyAAY1L4D/FoCEN5KMCUFZc7HY6YuFizxaK5VTE1b48wuY4d0W/4wO6ffPXj6x9/l1NQChhtRBG1y5+c9/Fnq/731D2TRg/ve9uEEVdd2v/tpd+//8UGgGnYrnO75EfuuPrGqy4GmPZ4fZ99+78FH686llkgSQLxDwFYNxvlqdeNuXva+FatYtwBxudnOKb6JiX/SjxjEVmBZQ4cK35n2d49hwqh/cDoCJ45rVwIecTwsqhWFGccP37EYa+M6tgKmbGRsRrghAf2FgUOIBsAHlnXsNMIjjbIVbuzU1E1q1wu1/79+7dt2/bLL7+UlJTAhQpULcsyvJJgIJ6w4KZv1arVxRdfPGzYsG7dur322muwFXD2ySzN5yhowwMPPHD11Vc/+uijwNNz5syBNdDa119/fdWqVXfcccfy5cttNlu920IHnIA1ZMiQhx9+GKD866+/njp16tChQ++///6zcGihomrhgls1EAgGiJm5saWyLNQMSoqPP5CYaGXZmH37CsvKOK7RZvOHgsHkpKRf4uOTExJsP/+c3L37MlG8oUePisxMT+fOO1V1SGrqgf37RUHwOaqO/Lq728DBh37eofq80DFTmL7gRCH7NEKQyDEcr4XmQ/5PRqPII6Pu3sPZj73y6XUjB9w+7rJYi9XvD+AyKkZL5Ffh8/iL8gqcFntMXJwkK9V3R03shPJGg3zfrWPHXzHotQ+/XfzNZqfLq+DQIr+mZdz62KtXXz7gr/dM6tm5zVP3Trpx3NBXPvi2dWIMlI+2maE961BymRW79h2FwQDBa+THwqhXXtLn0Xuu79unoy/EePw4wjejIzZqCoC1iWdkni23uz/9Nu2bTUd9voAs82RCIxcOWwgcLQl80Fuenn6wuKSERR7YrCgZVBxbhOV4GPpLIkqLCVCNCBv4mkVjDuo0QtUS5PP5fvrpp88///zo0aOpqanDhw+fOXMmLAAx1xsgzO/3A4IfO3Zs+/btTz/9NCwAsH7yySdiU7qBgtq1awccP3/+/JtvvvmJJ554/vnnoamrV68+oyAkKSkpDz744F133bVs2bJbb70Vqpo+fTqNg0b1u5GkKIe3bVl09HAT4Sb0Vh63SxalnPz8bgcPBny+I+XljUjYDDaWZ2Vn9z182OtyHXE61V27buzfP/O33+xeb9zOnSPi4g4dOYIcrBnGbFBWvTF/Q1Ssp7zEYjZTwr4QRSH7NMKzHJGxFr9DNlqj0SjwDGCsJArBYGjJ6u3b9h25+7qRowb0ZlU+EAow4WmEJNi00+70ety2qChrVAzHk7TnNaCThMyDv5TEmPl/veOmay6Z99ZXG37ax+JdQPFvvt+5aceBadePfOj2qzq1Tf7Pc3eTDXFymRVrNv8SDGrJZYKhEIAy4PiMuyaOu3IwJ3DeAD4K0prqPbIKpxqRF3Vozf9OfPD1vpwihyLzsixwOF4Igx2rVXz4AusrzE3PyspAUydRbw2fhXhJwZH7cPQ+Ds16FDioTcUme5QKB80QZzSnERo2m6pZRMKAAG527NhxypQpgwcPbkiMaoDpZCxg3I8//hjAd8GCBU1N2ESCIMyaNWvp0qVXXXXVa6+9duedd55dPYqi3HbbbePHj583b95NN9306quvtmnTpnGbSkXVLII+KMqohOzlTVQ/9HoKdPkWM3Smv23fDt0d3wRhBAOh0P6ffiKVV5SX//z998h4JQjHDx1iQiFOIKFykY3PYjSG3A6ryUT5+gIVhezTSxRYlFkdszEApFExSDznUknwOlaRxOyCitmLlm8clHbPxFEdkpMARtVgCG7WkIrtxzwb9IfKS0vcDoctNs5gNpPoG3Wdq4jb18BeHf/76mPfbNj1r3e/PpCeDZytKJLb43v1w2+/Wb9zxvRrp068tKjM/tqH3y5ZuQUll0GZ1lkcns+fEGu9+5ax024aHWU1ukMoPjcfjtqtxznhsQc2DB3SM8ve+nLv9r35cIBGheC1lt4Su5Vwssi67AWHjh2stFehcUbYHganQRAVnIYGjT/giUAcxQHZ8RxR5CyChE4XS7xdKWdTnU/5/f7Fixd/+umn48aN++STTxISEs6ikrS0tIULFwJky7Lc6C08meA2gfGAyWSCXU+ePNlsNp91VVar9cUXX9ywYcPUqVNfeOGFESNG1FsM7tDs7Oz09PTy8vKYmJhevXolJSWd9U6pqJpc0O80cfxsYjNuuhgmbETlqH8MW8pRJ1vndycOW7WpLlBRyG6QeC0SB4v9OFFOcZe/+rIXeA7efL89bc+hrNuvGXb9pYMNkuQPBMinCJ0BbRnO6/GWFOQZzWZbTJwoyZGcrWeuAeFZxtz1Y4aMGtb7vaXr31qytrC0UsGO2jmFpY/944PFKzYBZGfmFsmSBG1hUHZ0vyyKt068dMZdEzunJnpUxhsiziERcQSxu4jMMyLH2B3e/65OW7Y+3ekOKDI0n+W0FOkaCaPopEFH1rFDeXl5IRxTJfJswIBDkAyIsVF5HL8PxSBhQ2G6jjRmk5NGQp9SzqY6D9q7d+8zzzwzYMCAcwkDApfr7NmzH3vssZSUlMZt3mkFt8n48eN79+7dKHB/xRVXdOjQ4e6773744YcnTpwY+ZHb7f7qq6+WLl0qSVLXrl2BsHfu3PnPf/6zT58+cOznHkGFioqK6g8uCtmnl0ExsKxPZbEhW1VlSVYkXvXVcPqARUUSKx2eVxev27T70H03jLqoc/tAMKQGEWei/CwInVk1xLqqqrxulzUqxmSL4lheR2222skELQBq28zGx++acN3YIS+/+82yNdtIPnaB5/ekZQDfGhTUAZPs6MMGdPvLvZNGDOoBW3lUwvQRLUOcizI4ShzKx75xV9a7y/dm5FTCWAEbsLFFmtUM88D3ohAqKz5+PCPd5fbwyIZfg4xVZOZWeQlZslliyhZ4g8yz4YBiGNY5bRlnadcjjVDOpmpqLVy4cOXKlfPmzQNIPZd6Vq1aBZfr5MmTG6thZ6p27do1VlXt27dfvHjx1KlT4Xa+9tprycrNmzc///zzw4YNe/3111NTU/XCfr///fffB8p/7bXXLrroosZqAxUVFdUfUBSyTy9JFom7BXZWDomSZJQFtUozEbMRqZgASHlJ/PVw9qP/XjJp5IBpVw+Ps1p9fn8obKbGgaa5UECtLC12O6usMXGK0UxCXpPpgZGcTbxHOrZOfOO5u28eP2LeomX/232I5zgRR8sGXPb6fB1Tk2f8afxNV1+iSIJXJQRcbbrWWsUwIspMyWTkVry77NfNv2QDGhsNIg7FyaEAhaxmxhZF3ucpPZSehic4ciebL4UOUzRwYQH3k6yUyHqNHFcYvMRhuzYTjjCuhnNXUc6mahL5fL7HHntMFMXly5eT5GdnLbhKP/roo/vuu6+x2tbsSkxM/PDDD2+77bbk5GRA57lz527ZsuXNN9+smwQHTuC99947aNCgGTNm/PnPf542bVqzNJiKiorqdyAK2acXyxCPKeL5wAg88txQGa9uyq6VpIpMiFy8evtP+47eM+nyKy/qwTIovB0TzsfOIeTl/B5vWWGe0WwxR8UKoqTW4WwmbNIGjbio2+A3//rF6p9eee+bIyfyYU1MlPmB28fdP/WqxGhrgGH8WgLGGu1m0ResAkw73b4vvj+4dE2a3elXkG9H2J0acBmbsQVB4FhvXs7BE1kZgUAwPNGzfgk8i3yyOZyFBs98FAXUcGzGRoMOfDoYzXEEHxI5NwSvKWdTNbq8Xu/dd989YMCARx999NxrO3jwYFVV1ahRo869qpajlJSUV1555S9/+Uu3bt3g7ddff32K2ZxwJqHAAw888OuvvwKRn0+vdCqqk+kP3nHQ6CIXoihkN0gEH8kiz/MmAzBxdST8yDuf3AbahMj8sr8vXL5xcNq9113esVViIBAIBZHXSQhhO4O8oLH3iM/tMtlijBZbpONypEmbwagtisLUCZeOGdHv7f+uyy8qv/e2cX06twkBXmttqJEdnSFOHbiqn37Nfmf5nsMnSiVRVGTNgI0hGxE2ILIkslWVuUeOpeEJjnxkuKK6h4aTS3EA2SqGdDQpg0dTJIkfNhluhBcYjbLDh6V7oVPOpmpEweUEODhkyJAHH3ywUSrcsGHDoEGDfn+R7/r163fddde9//77O3fuFE43dSw2NnbJkiVA2OPHj3/zzTc7dep0fhpJRXUy5eTkuFyuP2DfgfLXGAytW7du7oZQnbEoZJ9evOa1zCIPDpxl3WxUVLWSfKqH2mEwizMRw01BQJ3099vSfjmYdfs1F08eOdCsyCSEPnKc5rA3BTB3MFRVVuJ1OcxRsZLBSFAWzxrE9eNXNWzVjo+2PvPAjWRNIKJAuDE4g6PG3GxOof29r/f8sPMEtEuRJVaTTticLAlqsOro0bS8vNyQykRSBTku3fZcvQ+AbJTWWQpxmimb51mJ5wCsSXSRMGeHsMc5o896DNfxB3xCUjWt/vnPf7Zq1aqxCBuuVGDQqVOnNkptLUpw7913330bN27cvXs3jElOWx5u9KeffnrgwIG33XYbbDht2rTGDRhMRXVGiomJAdbMy8tLTU2Fi7O0tNTn8yUnJ8M9m5WVFRcXZzKZ3G53YWEhFIBrtaioCLZKSEiA/ggKJCYmwuZOp7OkpAQKwO2Qn58vSRKMJ4PBIBSAx4gsy3a7vbKyEogWCuTm5kKdUVFRfr8fEB9WiqJYUVEBlaSkpMB+YSV8arFYvF5vZMOgfFJSUgMbBiUVRam3YYFAIDs7GxrWkPCjVC1QFLJPLxQzmuPCnhwIGa1GhYngTsytHHkNYUV6j8hoQqT71cXrN+0+/OBNowZ3a48KhEKEm3HaRMSdfq+3sjhfMVmMtmheEOuatJkIR+0azau5TEzaHm/gqx8OLll9oKzSLUkoaSU5DtRI3FBR4CUhVFpy5GhGulub4Bh5yJr0NfrhADbDU4bjJeJvwiJYZ0QehdwGSsdHTzxG0Db4DRdpzI6skOI21bnrxx9//Pnnnz///PPGqhAuy65du/bq1auxKmxREgTh7bffbrjPOpyNsWPH9uvX75lnnlm6dOmsWbNGjBhxMtQGzigrK4NXQArgod/fTwFUTSfSgTJhW1W9gutKwAKohVeXywWbWK1W6E2gV4JPYRmuOrgIYQE+AlxmcCxLqBMKmM1mktoJGBpWwh7Ly8uBqmEZWJZUC7cGADcAMcmxWlxcbDQaoQDQPCkA7AtXOJTX90sKeDweWK63YbBfWF+rYQgkrFbYF5SHAlAJ7A7Wk4ZBSWhJZMOgnac4M+TUBZsmCybVuYhC9unFoTB1iCdD2gXMWsxGnNixWjpnh8Iil7sWbpMDKOV+PZz98Pwl148acNeE4UnRVn8gAHVgCMXu0xjiPY4qv8dtsEYrZguDt68XtZmIt/qC7pO960DeO8t+OXC0WBR5WRbJpE0tPyNOrCPLfMBbmpZ+oLi09gRHNkJkTW0/MFWVJBmGASFGM4nDqRA4HqVUB5Lmwq7YZJiB5z5GGrPxQt0Q4VRUZyPoC+fNm/fKK6+c1vnhjARA2Yi1tTTFxsae6SaJiYmA5tu3b4dT/fzzzwN2Dx06tHXr1sABABxFRUV79+7dvHlzfn6+wWAAGgDggGdgly5dbr311sGDBzfFUVD9ngT9gt/vT09PBwg+RdBMtY50k9bJVupb1S3JYKA/RQ1MOGRW3RoiC9Tdb2S1tZb1hXCfWHt93WojG3yKUwdE3qpVq6b4dqjORRSyTy/kWSEgygZwxmnGGYvJwDK1LdkkXQvcCUEsJuL+JMXIhMhPV23/396jD9x4+bihPQWOCxKTNoeTQ2Kyhb04y0v8bqfBFi2iZOyakzdTE7UjpeN1QYnjgxW/rv3peCCoyigHJKv9scR/BOVAlwV/QW5aZnaGPxDkuXr8Q+qasYm0A8GQzfEiImfiMcIAZLOBQIhFmdXRH1qF8tCovPYY0UP41TBgq9SYTXVu+vTTT4cMGUJm8lE1qeBWvRjr2LFjGzZs+PDDD4uLiwOBgCiK0dHRffv2ffjhh3v06KFnz6moqNi1a9frr78OBDBnzhwA7uZtP1VLFlxdVVVVBQUFMEhLSkoiAErwtG5Ji8VC+llJkqD/Ib0tXHjQ/8IyypJosZANyS82pB5YSQpDMShMCqD8zQL0y0GoEApA5bppmVQLBWAvZBkolsHWYmI11/dLaoBlvWEwziSNISvrNoz4fuj7rdswKED2G9mwWqeC0AV8ZLfbCwsL4QSSU9eE3xPVmYtC9ukFJIm8kHkuGNCI0WIyRkJ2uBhHjNm6yGg10nsETYiU0YTIWW8s/37XwYcnj+yWmhhA6SHxzaJBNLpNAl6Po6RQNlsUs01Lxl7z7qlOzo5vM58/uHJT+scr9xeVO2VRkEReq0hL9ohyZCkS63HmpWccqrTbOTzDUa+NrU9MeDwNCyFtOiNyTJdkBcXTxpQNCwIfZFQYGoRgTzx2zsZZHquH6SQfDQ40riemocZsqnOV1+v98ssv33///eZuyB9LHbHuueeeUxeLiooaPXr0lVdeuWPHjkcfffQ2rPPTQqoLTsCUKSkpQKuwYLPZ4BWun9atW9frcdS2bVvSKxGbt76s27Pat29PlolllyxDbWrExKC6NbRp0+bUBVJTU2vYvOrst127dk3dsEgBdsfGxrpcLihAuF93O6FqOaKQfXohLkR5TzG24nB0ZpORCyeQQXAZ/t2HCbtGEUWabCN/8REElCV13U8Hdqdl/mnCsFvHDrYaFT8as0aANF7wOuxA28DZosFIKopMEqnZh1n218OFb32xG16hZkWSMFpzYRs2mgkpiSKvOnIyD+UX5AEE1zvBsZYi4xICNCuSaDYpRaWVwNOyrKCzoYaw7wkniSrPMTBU4FkOzX1EZwOhNldtxg5Hy2Zo6keqRtPmzZuhVzv/GRmpGi6404cOHfr5558/9thjubm5Tz75ZHO3iKolau7cuSpOLUwM2EzNnpTqFCKnSz91tG9taaKQfXqxmk82R0zCcCmbDAaSyhDIMSE2yu5w+wNB4hUKn2IjLseEyTWIcjKG9GeHNhTGGSJhw399vG7DrsMzbx11Se+OKIuLWsMlBDlsBwMee1nA55JNNk6UIiJOI3QtLnd9uGLft5uP+AJB5H6tuYVoEyBV5ITNK2KoqvJY5okjWgbHiBmOusU6kq1r+YoEAuhXqr89eOO6zXvyCssAriXZiM4Gqh0no+ECKvJBD+Fpn1xI1SzZsECmPxLUZnGW9UjApo8DqnPRypUrJ02a1NytoDq9zGbzokWLnnjiiVdeeWXmzJnN3RyqFifieqT7W0JnKsuyz+ejfcSpBScKzhJxNdFdaHSXLaqWIArZDRIKz0HCb2CfDpPRIPCMN6RaTMrnCx7PLy7/60uL84rKzSaeeEfUGoUT1CaxR4gDCVmvTYg8lHXvi4tvvHLA/Tde1jo+yhcI1G1A0OtxB/yi0SwpZjyFEdhXXbXl6Ltf7c0vqTLIgiyJYTbmwo4inCzwoUBpxtGDJfVNcGRO4iWC0jWyKvYSCzlc7iuG9b5+zJCEGNuBI9kC1BD0yooReWNjF3KUhh17XgcAsvkQjq5yUo8R/Vc2+uikOkfBBXbkyJH+/fs3d0OoGiR4nsyfP//ee+9dsWLFxIkTm7s5VC1Lc+fOzc/Pz8rKMplMSUlJCQkJ7dq1279/Pw1QcwoBVHTv3j07OzsvLy8zM9NisZBT9+abbzZ306iqRSG7QcIT/Kq5EE1KEDiPTzUblYzcotWb9rw8a9qbS9b9tCfdaNBiY7FsBGpjpozkbCYiageZEPnRyu1b9hx95JaREy7tK/GcP4jN3ozufI38LfxuRyjoV8zR0KJ/vr992fp0ReaMisRyYZs0ccJGPRov8b6SokM5OWiCY60MjvUSNmmtzx9skxwbDIXyi8qT46OvHzAY3t46fsTSVf8rLKkQRJENqgiyWZ5lglAFDD1EDkbQIRhLw1Egl2wUx48jXiI6Y9fyGGnSL4vqj6Di4mK4kBITE5u7IVQNlSAIL7300vTp02FolJqa2tzNoWpBCgQCpaWlGRkZxCcb3lZVVcGaxo0a9DsTnCW73Q6v8DA8ceKE0Wgk8bybu11UNUSv4AaJzBHUIuipqiLJssgzfrbC7jySkffZt1v3Hjwx++HJPM9t3Z0u46yKTCRnh0JMOIxlJGJGTncw4AmRT7y8bO1PaTOnXtG7Q4o/EAip4ayPrJaQJhTwM6GgwxfcdaBAknhRRJGquQjChn3C/r3O/MOZB1EGR56va1Zn6vMPCQRRsJEJVwx86a9Tv/5+17MLPn/r+bsv6tXxH28ug2Yeycz341nVMNYQZSPDqoT8eR5wG3m5hJ1iGGTGVok9GyWkqeUxEnHgLEOBm+psVVRURALZUl1Aio6OfuKJJ5599tkPPvigudtC1YIEPQLczu3btwdSJJ4Peg9Vt3AQuLIpURJ2KjU4kHyTCv2wHAz4fT5RklmeZ2pOfyQnB7pZYOt27dqZzWYyk6qZGktVvyhkN0iAkpHhMGRZNkg862KqnO68orIBPdvv2nfs8X9+/Mi0a3IKyuwOT6XDjeN7IEUyrj6PsN47AU2IVJk1Px3YdSDz7usvmXbtxTazwe/H3iPEpq2yTNilWxThWUQiVVcTtsgLHOPMzz6UX5ALYF/rtzb9gVULr0ECz3fv2DoxLuq5hycXl9oVWbzpqovTjuYaFLmiyplfVNarcxugddg3ILUoGwinE0s2Co0dDAV55JYN/3HYXSRswI6c8anFGKHeIlTnLmLC2bp1a2lpKXU/uFAEd/7w4cO//PLLNWvWjBs3rrmbQ9VShOcycST4RqA+h0ldgNdeQU7t2T8UapLEK9AvVlVUlB45aLNZSdS8JpqCGTm/k/zKzYYjKIT3yAJeB0Q5oUf3gvRDcsjPn8SuDx19hw4diE92UzSV6lxEIbtB4khMDO0dTvKkSKrqAzZd/7/9d944CngUaHvjtv2Txgzu3SX15Q9W/XYk2yBLZAM2HKyDvNZrzA6XxBMine65H6z9fvvBJ6aNGdanAyFsFXuMMNrkSVQHx1cTNrxTRKaq4nhmpj7Bsf5jqUXYsBAIBIf263L3lCs2bj+wa/+xA0ey42Iswwd2W7hkbZvk2CiLEei/X/f2MVFmGD9AvYJkIE1lOJRznmdw5h3sLgJ/Aq9Nf6zL2ZGWbAraVGeh/Pz8nTt3btmyZceOHV6vd9GiRcOGDWvuRlGdgeCBM3PmzCeeeGLs2LH0IUAVqYYwInBn5yEjbnj4cZ/H0xRtAJDNPpr+6TOPQTeWgLOal1VWNjpnQ+WJcXE+n6/cbgeKSElJKSwu9vn9VrPZZDQWFBWRLG/uYOi2Z55L7dr10M+7ls17LspiPpmZmuJ1ixWF7AYJxcogKZpwRBFREIwGgGyvIHAZOYUHj+X8a9Ydc17/Egj1yuF9RYF/6p6JX6ze/u2Pv0iioAOlDrVqOKXTyXZHJkTuOZT9p2c/euuZqaOHdPeHB/earzMK7aFqqWBwnD5ZZIvy9p3IPIFT4tRvwGYiMlNGojasjYmyqCFGliW3x9exbeLOX48O6NG+wu6CTdqmJOzce+TSQT1Sk+N/PZQpyJwoKSpLooWgnOos+vkuqHJBYHHkNBJOIoA9s7VgKHrCnMhAfjS+CFUDdfz48e+++27dunVlZWWdOnXq16/f6NGjL730UkVR6DV0walt27bt2rVbv349fInN3RaqC0+R8XCbpnJgVgTB7NixJujHVq6sdDga8TkTCgZbJScHRo+O8ft9y5e3GzAgvWvXbllZ6T/+2GrcuAKjMXXz5hMZGSjVtCRHJyaFgqHY5BRWEKgjyIUoCtkNEvI85jGP4jub53iLQVZVO3wkS+Lnq34CmH7j2bve/fyHOJv5RG7xe19sfOKuawE6v/p+lyxpof10D7PI11M8KaBOl8efW1wROedST/tI5mKyWjp2BK3l5WXEsh1ZSS0XkVozHcOQHTIbFZfXB4c4cmhPi8kgSxL2XUEc36ZV3LLvfvp6/c70jDwBRcVGWSODYQ9waBqHfuALsthdBMcVISMRkvAS57zkuLpu2VRUp5XD4Vi1atXixYvLy8uHDh16xx13AJ8ZDAa4qAxYzd1AqrMRPHbgq3z55ZcpZFOdqeDiKcnLObBzW8Dna5L6eb4oO4vkapZJxoc6WSfPVTjCmEgqV1EiNwVn3EBmp2BQ0j1JeB6egCvfeaPnsEt/+X61WG2corqQRCG7QWJxADw2nKoQ+NZsUvTLXRT5j7/alJ6RP+/JqQCa+SUVKUkxf/3XkoduG5scH1VSXkXAMtKSHTnl8RS3TXUudSZi+iN+EzEvBPttsCGGqeE4ztSk+Vp4rb8GkI+HCofj9viMBrnK6cnOL+3aPhk26d6pNWBzZm7J6q2/FpZUKpKID1bgRSnEhOMEMiEVzUMJcSJ6LGGPERJkRK2lyIbpSXWo3whVvQKqfu+995YtW9alS5dbbrkFXmVZhusMri6PxwOXGp31eEGrd+/ebrc7NzeX5hKiOiPJBkP5scNfz3uuSfdis1qKS0ujV660h0KVTmfjuotAbQVFRbErV1YFAi6/P3337oSMjMPl5X5VzVqzxqgo2eXlZPanyWzO3b39+E+bDAbFaDRSwr4QRSG7QUI/3AgIStUQQ+JgW41KBP8yBkXafeD4rY8tMBnlsSP6de/QasRFXfOKKwb17vDND79YzIrXi2ZD64zLRGQsP53CZdgwnCLvbOSyRaY7IkzVCqknw9VTEPbUCSOsZgO8AciOtpo+X73N4/WNHta7a4dW8/8y9cmXPl2z5Ve/3w8HiD3CVVmUWF5kmHDGGzT7JBgIqTzBa5UnxuwQtmDr8x2ZcEQRlWZUpzql4Cr6+OOPFy5cOGzYsBdeeCExMRHWAF57arpgSpLUXC2kOneRGZAbN26cOnVqc7eF6gKTxWI5D3uBrqrMbmfZ2lkvGkVQZ2llpWZ0Y5j8khLyw7LL43G63foeoQ1Gkwn+ms49hqqpRSG7QcJp1ZGC4UB+FrOhVjwdSRQq7I7icvuJnGL4IDkhevYD17/0/rcAnP+YefMnK7bs2n+M52rAbkPuHDVyliQOlx1mbTY855FV8czM2m0+STBsHJCEC4VQlM0bxgx5YeaU3QcyfjmQ4fL4EmKsDpenfeuENVv3ldmdv6RlrPhhN4+PnSHpKhlVViSOF9ggQ1JLQntCyCWbEYJa6D4Swk+3X5MjDHO2lpieZShnU9Wj/Pz8hx56SBTFF198sVWrVj6fz9M005uoml0jRoxYsGABhWyqM9V5w80mTe0eWbm+rPuU6qJsfaGLQnaDxCK3bISnerxqq8nIRET60CPvGGRp6+5DosCfyC2Oshi/2bC7S9vkwX065haWA2RrtZ0RZ2sJaSLf4n8I4mpeFyxTH7ZG3q44/yJDnLaDQbVbh5TkhKhuHVrNeWPZ6Ev6GBSpqrRSFPl+3du1SYp9ffGad5dtBAqHA0EBTULhBqghRVYYlmdRvkeccJ4NhfwBHFJEDRLCRp4iOEG8eiprPXUUoaqlo0eP3nnnnddff/3o0aP9fr/b7T5FYa/Xe94aRtXognu/Y8eOJSUl8EXDmKq5m0NFRUXVJKKQ3SCF/Su4cO5FxmIycvUhIsFKXyCQkV20+0BGfIx1WL/OW3YfLigp75iamJlbbFBke5VL4DmVVXXUDp18agWr+WWrkRhNuBVNOmTZEMOGi1UXqjXfEdngQ0z/Hu1SEmPXbtlrMxv/fNOojJyi+e+ufOT2q2DvsihUOT0wQph4RZ8H5ryfV1wBeC2IAprzEdk0VVUUBRn2GbRb7HISCgWDgSCLZz1qEcAj/bCrOZsOyKlOrvLy8vvuu+/uu+++6KKLTo3XDL6qqYX7QpfZbDYYDIWFha1bt27utlBRUVE1iShkN1S8wHI8p6Eiq1pMBo4Nz0UMG2WrrbYqAxi98oef+/dof/mQHj/tSS8oqezdJbVbh1ZP/nn88/9Z/u2Pu0Ve840maSBPZvENVvN3DS8LLTo2/BcOksfUsWbDW38giKYq8nzAFxjUpzPs5U+TRwEQS6JQWGK/5vIBUycO3/3bcUUR+3ZrW1bpmP70ojVb90oSnsZYtzWqKisGJrxnpBD2xQ5yxIStuYtUz3rUfGqoQxnVqfXaa69dcsklAwcOdLlcpy0M1x2AuNfrlWX5PLSNqokUGxubm5tLIZuqgfqD//hJe9ELURSyGyoUfZrjib+IGlLNRoPAs9X8i6X7jeBngepwurf8fFCRxbzC8sfuvAaeEIcz8tZs2XftyAFA2wuXrANMiPTBqvcWIqyr1gRoVoPs8Mr6ggGSeY2jLu4N6Hz4eD5wb9d2yT06ty4sqfxxZ5osCiaDPOKiru9+sbF7x1bA4bCrZ9/40u50iyIfDCe90Q9Pb46iGJmwMzgHJ0QNBgP+UIjXg/dpkx61KH5QjTb98dy/AqrfsbZu3frcc8813D7t9/vtdnt8fHyTtoqq6QQPkISEhOLi4uZuCNUFI3g+1LJJ6csNX3lBFKi7kuM4pWUke6c6I1HIbqjCCcwZ4i9iNBhEnvWGyLtqvI50k2DwP9/9+AvcHnP+s+y5RyanJMZ8sXr7T3vS/3r3hAlXDFyz5Vd7lTPSXaRezlY1dxEszWReDa0ktkjdqYSBYNBmMT378E3/WLh8T1rmjGlX3zBu6IsLlw/p29nj9aNErG0STEa5S7skny/w2serS8qr3F6fKArByEaEYTm8K2LJxlNBMWYz2BM77Cui+YuQjDP6xMdGOf9Uv29VVVUZDIaGXy1w8ZWUlMTFxf3BjVsXtMxms8PhaO5WUF0wgiEZXDBer9doNMKNDwsq9mCEV7fbLaH0DgKJ8qkXgK1kWYYCLpcLSqIfdQMBn88HTxvidQavtQr4sUgYfigAa6Bm6NpgF7AS+mvYHPZCnlewUsSqtd9TN6ze/dZqGOxI3y8UgA3btGnT3N8A1RmLQnZDxfNcZC4Vo0GRRM7j1dhWB2stMWQEZ/M4a8yxzIIZz3/w3MOT+3Vvt/nnQ/9862ug2z/fdMW/3l1BIo7UHb+Gxdb1ZtbM2Gw4eh+ru25rjQkEQz07t5l+w6hVP/6SkVv85N0TRwzslldYduh4/mWDe7g9ANmsKPBXDuu9bN2OD7/adOREAS+ghgax5VzV2bqasJE4FiDbpGo2dHRcjA8FL4byWiYaVfMV0byzqagaJpPJVFFRERMT08D8wHCnQHcLm0RHRzd126iaSIAyO3fuvPnmm5u7IVQtQqcdMANlAr8eP368Y8eOgK0FBQXwtm3bttDXpKenJycnW61Wp9OZlZXVuXNngNTc3FzYKiUlBfqjw4cPp6amwnPGbrfn5+d36dIFdpeZmQmkm5SUBN0Y1NC+fXvA2fLychjAQw0MzjULdcbhFOhHjx7t0KEDgC98CpXAMuwXVsKn8BQCLD5Zw1q1amWxWCIblpOTA3uHhsHjDgpASWDoWg2DliQmJuoNI0R+6lNH+9wWKArZDRWwshrhnmGAO0AUKj3VfhCELIlZuhZnq3h9Sbn9u817xgzv279725/3H8svrrBZjEZF9vr8+vRH3Siu77f2xEdVW67OVK5ZsjWFUNZ3nleZwX07m43KR8s3DenTaeb0q/8yf/HUCSOgckWWYOMYm/mnX9KXr9v5f68vq3S4YKQdrLZDY7BGUx5DtcIU8iwjKUYtmAk27IcCfuyTrTtkh2vQTxU1NFI1QFdeeeW333579913N8QnW1deXh50gTzPN13DqJpI8JQoKytbv379o48++vLLLzdpuDSqli8y0QIIlV4JZyFy6kDN3RCq2qJfSUMVwCSJo3kg7pREURJ5VQ3oDtG6xwiBbCbCvM3gLCw8x63d/Gva0Zyn75tkVKRNO9OC2KOjqLQSHiteL0oSy3JMLbt1pOtGmKlZYjMmntkkXzuHuRdlgpXE157508dfbzLh9I1zHp2ybc+RQxl5W34+dM+UK9weryTw999yJc9zazb9+s7SDfBMEwUuGApFhrbW8LqmJRvFt2ZVSTaqbNgnHN4H/DgNXzAUJDUwdcfSlLOpTquHHnro2muv7d279+DBgxvomQ3XldPpBM6mv6JeiIKvb9CgQTCsWrJkyVNPPTV//vzmbhFVswl6wKqqqgMHDphMpp49e55Ll3GKbc+9J6q3hoavbIomwamz2+1paWkWi6VXr160t21popDdUGnhOzBlA28aDcY+3dod/fEgz4k6Utd19oh00QbxPJ+RXfjv91bOfujG1FZxTpc3LsZaWFoBFfbq2rbC7jieXSiL1V+KiuEeJ5qpG8JP1SY+6vkeMeQCWw8f2P2L1dviY2zlFVVK5zaA0Vl5pVBEEPhgIAhHkF9UMetfi8vtTsBrFc+tJLFE1FqW7EjCVlWfP9i1fbLZFusMkZmd6P9QwEcM2XrgvuozFhbD1PBmoaKqK6vVumjRomnTptlsts6dO/t8voZshRIUFxQYjcbY2NimbiFV4wqeDFOmTIGF2bNn33777Z999hn1G/nDCqVc4Hlii43MSVwXGSVJatu2LfnxKiYmRp/OBCNt+Ag6IFmWoQDZMC4uTq8fVhKPi0jn5sTERGI4hwqhAKkBaJW4U8NWycnJxDwMr/p+4RkFgwFSQ+vWrUVRhMKnaBjZL9SpN0yfsd3whjF1iJycNChGTh00g6TMa5yvhKqRRCG7oRIEFqdy4VQW+YyGgszfH7i1Q8cdC5esA/rE0TlO6hFF6JM4hADXHs7Ie2jO+4/cfpUsi3FRZq8vYDUpL8+aBm+fW7B0zaY9siTU3Fz7Vw/ih83WKstU+2STSH7wsdfnd3t8ZpMhNsq8Jy0TVkmiAGugfUlxUXdcN+LF/yzLKSgtKbMDcyO7u1qdnlE9iQ07gOIA8rddN7JHj765DgvKasNwxOoe8LiZoB4em6kD2eFQgycRHXZT6erRo8crr7zy+OOPz58/H5i74c7ZmZmZ0MdAz9fULaRqCgEivPTSS7fddtuoUaMSEhKauzlUzaDhw4cPGDBgwoQJcDHAHW02mwFD27dvXy8yRk5hYvTfik8So6MpCjTXfmsJVgLNl5aW9u3bNxAIkFMHT84zP/1UTSgK2Q2Vip1AYHQdQm4awKKhgMt/73WX9eva9tk3vjyeXWiQ0VjzZDcDE0Zt4FGB56oc7jn/+bJ/j/Yzp1+TX1xxNLOgoKTinaXrb5swomfnNgs+WgXozHFhoMaxOiIi9mkKW7JVRje0sygwNlB7XLTFYjJUVjlhO0B2p8vt9ngPH8sFgt+257AM3M1zmvUaH0sNzq5J2EDtKUmxd9083hzb4VhBQCW+KSS6iBoMeD1MMKhPcwzbravxmtWM3hE2CW2mJsVrqtqCvvaee+5ZsGDB7NmzGwjZICh57NixDh06REVFNWnzqJpIrVq1mjJlyhtvvDFnzpzmbgtVM2j69OnN3QQqqiYRheyGCkEi+mUGKDtIZh7CS2lx5YAOKYvnPfDi2ytWbdojoZ+6IkNl15YOslBMFIS9B0+88/mGOTNuenvphuIy+yPTrn7hP1/27pJ6yUXd4COnC3mmRpC17jSiMlo6GETYaD4mnopIBJBtd7jaJMdBU91eHwCwIkker7fK7vjTk2843R6DLKp6DBBSqaqGk6FjsA7/zgVr/P7AJQN7TJ5wVaHDdDjHIwg8CtvHaPH71JDf5/VgV3BC2PofMvlHuovUOpPhhcb8gqh+H7rrrrvWrl27Y8eOoUOHNtBpBK4o4OyjR4+2bt06KSmpqVtI1eiCb/Dmm2++4YYbysvLabiYP6Defffdqqoqv99P/B8sFktCQkJBQQF1fjiFoNuNi4srKSlxOBzwqCSeNjab7U9/+lNzN42qWhSyGyQ8lxH+RS4f4SyLaMohmq5hR6E5/v34rQN6tH/lw+9cHq+EnaojLbtEas1w2rAoisLWnw9l5ZX89Z6JQMN7DmTMvPPaxd9sCQXV9q0TgLPZyOgimq9I+HclvJL4ZLPIOVULNRIMhEorqrq0Sy6tcJDEMFUO18EjWSyagOzhsEmeQLFmxg67izC6GRsrEAjCcd123dj+/QYfyQt4An6B58PhsVnM2TCeCPq9bklzblHZajG6Q51uz448nxSvqU6hJ5988m9/+9vgwYMbvgm5wLKzs6GrbtWqFYk1S38tuYAEcADf+IYNG2688cbmbgvV+db27duPHz+elpZmMpl69OiRnJwMo+Wff/6Zhss4hQKBQN++fUtLS48cOQKnzmq1wqmD80Yhu0WJXsGnl2Z7Ri4SPC/wrD9yDqLKcpzfH6gorrh93NC+XVP/9toXh47lGBRJ37ZWVWzNtDWyLOYVlT/1ryVtkmKuGTlgwcff3XzNJe9/seHQ8VxB4APBEPzpW1fH8WM0gmd1jxJcO4usyqHKKteY4X0/XP6jKPIVlY6Fn6z2uL0icnTRZiYitg7bsKtX1nQRaZuSMH3KNbKx9f4TXpTakcOEjfbIaQ7ZLCcAZfu8rCzoQIPnXbCcplOZsamoTqaBAwdKkpSTk0PiyDZ8Q7i6KioqXC7XwoULJ0+efMUVVzRdI6kaV/DdjR07dunSpRSy/4AiP6YGg+FwsFqnVL/OTydyigacT+kHW297SNhcctKC4Zxw57eBVKcRhewGCS5vPGvY7+MkUQwE/D49AQwyb7McPCJKiyu6tYpbPP+Bf777zfK1OwCR+fp+6tI4OyIWB5QEqN13OAuodOafrn39o+8OHMnGiIrKh7Rbizgya5QdDuGnkkQ1pClhXw+1tKIq2mbOzS/d89vxfQcyHA4X9sAO+4egbVhiw9bxWr+BoVggGLx8aJ+J40bnVYjZeS5BFFiM1GFHEQ2ybSbWkZPh93pYmwUjNf6dj2U1vOaqXbLrfSZS2qY6hbp165aVlZWamnpGkM2Er6t+/fo99dRTq1ev1sMLULVwwRdHvvTmbghVMwjQ0GKxDBgwQBCEk83zC0utrKxSmxIlVZQby0gijTTdXhoiOBVORxXggSLLRpPpZJxts9n69+8viuLpTh1VM4hCdoME167fHzBIam5BkdkcbTZKPrcTfVAd7oMNcUxVlUsShbmP3HRRzw7z3l5R5dBdKTTplmzkSh3mbDyfkjMa5F8Pnnjp7RVP33/9ivVJi7/ZzLOEqcMh+mqGwCOhRYgzCRuZd51hSsrsDqd778GMvIJSSUCZHNVgsNo/hAnvmuB1xBA5EAgaFGnahDHdu/c7nOP1B/2CgFPJY3Ym1muV5QSRN4jenF+3FB/dHxefwHM8/pxFlI3eINyu6Suix/M7TbARKioiq9XqcrnO7lLx+/0jRow4fPjwvffe+/nnn9NUNReKoqOj4btr7lZQNY/UcB7yU9tivW5PQo8+l914S7BhEzbOVDwvFGSf+PGjt2IkMRgIoDVN4LKCDhMqZ1moHFnug0HcfXJoj6rKCdqPww6Ho9Mlo3pecvnudd/m7v3ZdBLOhpUkxzsl7BYoCtkNFZ7LJ8pC4OiRtITENinxsX5HZag6fDUy80KhQDBUVlR+0+UD+nRp+/Qr/wXShTFoJCrokUaYiDTsBCYUWdqfnvXI8+9fdVk/SeQ1R5H65k8y4XSP5EMOYzD5TBT4n345vHVX2m+HM6ESljiUw45ItG2WjfwpLvKmhOFyx9Sk22+8WhUT9h93wS2PWZkjZmzijQ27Miii6ivcs365PS87PilFkhUc25TMV9HM2Jzmls3VA0k0tAhVA5Sfn9+3b9+z7jM8Hs+dd945Z86cRx555D//+U/jto2qiSRJUgPzEFH9LtWQ+x26s+j4hM69+/qa5lIB6hUVBYc54HuMuDjg9ab/8kvjoquKsjIL3YYP9zqdh3fvjk1IaD9gQPb+/QU5OZ369LHExx/ets3j9aJE0UbLuOn3KAZjfErK2zP34J+i6+86KV63WFHIbqgAIqEPUAxWi8medmBPaXJqj86dBa8zGAxgUzOH/ZyJ2VktLaloH2tZPO/BeR98u+SbLcS4S+o5GWSTNbIkllZUffDFRmRCrt552E0k0huc1SzZ4SyQ2mqA7F8OHIMNJBwGmziRVPthR0x5jHARCQWDoSuH9x83amRWMVtR4hYFHNOe5eFRE3YUAWrmTWaxPGffz2s+C7nd8UmtDUYTnBNC2PiPj3DIDvuLRPqO07loVA3TsWPHrr322jP1FdEF13YgEJg1a9bs2bNnzJjx6quv0gvvghD9mqgaJOiemijwCKqZDQVDKcnJv3XsaGPZuIyMwtLSRoxzAt1tm3btfmnfPpllYw4date//9KoqMmDBrmKi4P9+29S1Ys7dvxt/35BEPxuV2F2VvsevfIyjocCfpaRKUpfcKKQ3SAROhRF0WQyRsXExzt9x48cKigoHDp4sFWR/B4Xo6U4x4Whj+dZpxNQ1ff8/ZMG9uzw/JvLyiqqAKD1CiNRu1YadgSqkqD/ZKaGfzpTtYgi4SZp+WiqPTH0YgKOsK0ztG60DoXfRjqX+AMBs1G5ZeKV7dr3OJDlht0KmgEbu1VjRxCVRRmljAb1yK6Ve3/4VpaNMXGJisGsyAqcE5xrSghzNrZ/I9TGcyQ5Vrdnh51barxSUdVVenq61+tNSko6l0k8sC1ce3PmzJk7d+60adMWLlyoJ2mjapny+XwGg6G5W0HVoiXK0uGdP33w7FNN5JYNvZazqhI6wfzCwt45OUGf73BFReNGEoQ+Mjcv76K8PL/TedDpFPbvv2nw4IK9e6u83uS0tMvj49NPnCBObiZR+HLec9Ft2paeOGaBDrgRG0F1vkQhu6EiM/sURbFaLPEJib5AKCsj45uVqy697NJ2ibE+p11V9WjVCLdVlg2G1NLCsgmX9OrVuc2sl/+7Y+8Rgyzhz6pNyCQNJLmH6/WpCoZCNSzVkdIMxQTv1UiqZsML+hodrCMXfF5/l44pt066yhOK+i3DyWOPapYwMjYVkMmOiiKxocqfvv702K+7rFHxlqhYk9FiUAyyrEgSwmzYSkCRV9Afz7Pa1MdwpOyICZBsGLirX6moamnNmjWDBg06d+cBcmc988wzQNjjx49/4403evTo0ViNrCUYFZSUlKSkpDRR/X8ElZWVwQO2uVtB1aIlCKI5GKw4ktZ0u2Bx3kSvz7dv/Xp4yzW2TzbUD5XvXbeOVF6Un1/81VcADLCcvmsX6hRx7kb0rygaQkFH5lGzJFG71AUqCtmnlzZVkWWBH0VBMBoNNlsgEAj6/WpWxomvl3899JJhg/r2VN1VoWAQh89mNM5G/zLlpZUpFsPHc+//90erP/jyB/gASLQuZzMkMJ9a17kqHESEADVDjN+4bi6Cs2tuo9ZZrmXADqIAJaFxIweOHHHp8YKg3YldRIgLtuZWTbyxebPVUFmYvmnZexX5+ZaYBJM5ymgwy4pBlGURCFuAF3juCaLIC/AncJizSagRjo2wWOtITdma6tT67rvv7rvvvgCedXSOIuHAHnzwwR9++GHq1KnTpk174IEHYFx47jVHavfu3X/729/69es3d+7cxq35jyP4mg4fPpyamtrcDaFq6SI/mDb1XlDX2mRRuiMr54g9iyzX2iMCD06U5CZqBtV5EIXs00uPaY0CaAi8JIkmo8HvD8b7Aj5/wBdk1q9dn52dO270SLMQDPi8gKbYF0RzH4F/3W6P4PfP/vP4i3p2eG7B0sKSSgWnXcR1crq7SGQI7frawYT9r6sz3YQt2WxEzsfq4no5ppaLiD9gtRhvue7K5JQu+zJQ6nWB12zPnG5/hkVBMFukY3vWb1nxaSigmqMSDAaropgkZMCWZJn8iZIkoD/kNsILxJqtRcvWa6sOLtIk3xDV70i//fab1+tt27Zto0A2g28CqHDUqFE9e/Z86623Vq5cOWPGjGuuuaZRfgLes2fPa6+9duDAgcmTJ1933XXnXuEfWRs3bhw5cmRzt4KKioqq0UQhu0HSjdnQMYuYs41GQ5QtAKgdDACjsml792dn59x4w8S2CdF+t4PAsG7ShpdQSC0rKrtqUNcer82c9fJn//v5IHA2i9aHdD+KethaiyPCRMx7VPUAHQhaOc2OXcs6rKdfr1ETjqXt8/t7dE69acLYSp/5t4wqgee4ats1ccVGsUQkaJ/g+9+Kj/ZvXS8ZrEZrtEE2KQYjEDagNcC1LImwpGDUhldYB2dGjJwEWSd4H8NEBPWjoqpP69atGzp0qCiKZz3rsV4BZ8fGxv7973/fu3fvokWL3nzzzSlTpowfPx5WnkVtFRUVa9euXbp0aX5+/rhx4+6//36DweDxeKDNNGLg2Qm+oF27dj3yyCPN3RAqKiqqRhOF7NNLJ2wW0TL6YUcUBUBQv8lg8wd9/qAf+V6w2ccz/vPGO9ffMGFI/56qx0HoWSXp0MMzIivK7UlG+aMX733l07XvfPa9qoYEHANEqz8it1M1cGNI15aqkzuyNWi1pom4FmFHuojAu2uvGDJs6MVH8/wOt0vgI1xDtBwyiLDNVpOnKnfNZwtzjxw2WOOMRqtBNspA2JKCXLEVWVEkRQHQFhUF/gCwBWLP5gXdLbvaB5sMTqrN2VRUJ9fGjRunT5/eWGbsSJF8cn2w0tLSVq9e/cEHH3Tq1GnkyJGDBw9u27YtXNCn2NzlcmVkZOzYsWPTpk1Hjx5NTEwcM2bMwIEDYSsfFoNJ0Wg0NnrLf/eCxx2cVfgKaPIgKiqq35MoZJ+BiDmW4zlgU+BsgyL7jUG/LRgMhEI4F2x2VvYH73+aMWrEddeOMQqBgN+PjcwIoZlwInSPx8/7ArOmX3VRz/Z/f/WzvMIyRUY52E8W5zIQwPY8DZx1gzDDVrtjIzRmQkxkBXUt2X5/IDrKfMvEK6MT2hMXEWJrhv9RoL5wOBBgZEu0OfPgtvVL3/E43EZbokExyQoQtkmWDWGwlowKvJGMwNsA3LKIJ0AijxEca4TE8uNqcrZ2AiNeKW1T1VZJSUllZWXr1q0b14wdKZLupHv37r179y4vL9+3b98PP/zw8ccfwwUZGxubnJwcHx9vs9mAleGWdjgcFRUVhYWF+fn5UBgu7DZt2gBY33nnnYCDUABqA7AmNcPbqqoqCtlnIXj6vfPOO08//XRzN4SqRatxo3xccKIp0y9EUchukMg0RmKRVdUQhyE7GAwZDLIfzYEMIls2gy3dvLBhzcaMjMw/TbslJdYa8LjwdsRBGmMyizKilxeXX9GvY7dXZ/7t1aUbt/8G5MpFuotUA6gafmEjV7DhaZAkgHXYQFwD09VwVVCtzx/o06399ddcWepWDmZVEQ9sQtjVYUAYFnjZaOJ2rv1k25qvRMlktMQBXkvwJ6FAItgtRFYMssmgwIEbjQrQtgH9IdcRScITHyOcT3RjO3ky0ogiVKfVsWPHLBYLcKpOrk2kABbsaMSIEZdddhnsDhi6qKgIeBoWgPVJA2BMaTabu3TpAsUSEhKioqJEUYSuDratG/kEru3S0lIo1sCLHPC9uLi4c+fOjX94F5qWLVsG38WAAQOauyFULVow1nW73TDWJbjJRoS+jfS31GMJRBbQV0YWrrdArWrPvcC5NwwQA7rbpKSkpjmvVE0oCtkNFbn6EQrj+XwCr4oiL8uCMSAjxA4COWtBPziOP3444/+en//nP98xpG+PoNsRwomawsH78B/L2isd8Yr07v/9+Y2l6xcuXusPBEUh7M1ZbZTWbNUqTj5TTdoE+au9MerGF9EaDW0D5J04ethFFw08VuB1ed2i5iyNbdgcMWMjma2moL/iq3cWHN+3x2hLMBhskmxAfxIJ1QcwrRiMBmBrIGwE2ZizDVBEIYFG0MRHjtMdRRjNASVseY9MqE5Rm6peHTlypEOHDuft8kDjz3By5piYmLi4uF69etVyaiK+WyEs4nBystpgK6fTCZjewL4wPT39mWeeWb169R/ZjRvObVpa2quvvvr+++83d1uoWrpIGHW4xVq1agV3DQxT/X4/3LZwFQF/R0dHw1ANRr8wSIYC0P3AoBfKx8bGws2bl5cHJQFVXS4XDKSTk5PhhoWSMGyGwTPc11ADjJChp3M4HFVVVeQuhoE37NRqtcKOCgoKYCvo5+x2O7A+FIYCsNKCBU8SKAwFoGFQP4zDz65hUIDBv+npDYMCiYmJNIT8BSoK2Q0S7nTD0T2w6TfEscCUQJYhg4yj4ZG/EM4Cg6Y55mSe+MeLL02eMmnyxGukkC8YDDDVFnHyyvl8AS7gePy2MQO6t3vm1c+y8kqI60iEVLaW2weWRvMR1mLNdaSm/P5AbIx1yvgrzDGtD2S5YI3Aa3jNMZqjCEZt3hZjLcg+9PV7/3CUlhhtSYrBAngtSgZJlEURzXI0GICwFZMRmbGNaAGjtoIDjKBQ2RwJKkKSq/PVCWiqBwLht03yBVH9PpSVlQW9VLOkCCYYfY6VwPWdk5MDvWx8fPypS0KXDB0z9MSrVq2aMGHCOe73AhVgR25u7r///e9JkyZ17dq1uZtD1czicXDbU9yGAJ1Aq8DWQKUAu3D7eL1egF3YCvAUWBZoGAa6gMhwA0JXRH6PgmWoE7gWBtImk0lHZLhbgWuhd4MCUBUUAOoF2IVmAFIThoaqoE4oADdsWVkZFAAKJ40hBaAx0CrYNVzM9TYMtqrbMCgMe4dlYOhaDYOVpGHQksiGwX5PcWbIqWs6LzuqsxaF7DOWbszmOVUUBeCBYBClJQ8L03Yw5PP5fQH/u4veO34i58F7psealJDPq2qe0lo8PZTqXFUrSysu693+81dm/H3BF+v+tw+olotMqR7O7UjmOmrATezErMpwmiWbU4m9WxPcb/5AoG/3DuPHjixxS8fyHGEPbE6DbETYDKA2ILLFZty/c9229d9WlJaZzXAzmwTRIIiKKEiCiKKJAGEbDQis4RU7YaNZj9hRBE15RBGykUhcEZxaHTdPy/rOhlO/UzM21ekEvVRqamqzQHYj6sSJE9BfJiUlARDUvdrhGVFZWQksDj3i1KlT//Wvf40ePfo8mKmg14d+uuXcfUBFBQUF33//fUlJycyZM5u7OVTNKRYH2jp+/DjcMqeY/Kr/pqT1teG3tdbrA2b9tV6RndbdVl9Ta9tTlKwr8lHk72CRDat3fa2G1a3wZKcFniTZ2dmA6XTecAsUhewzEBsO78ER32yeE1B8EE5RxHCadATN8Of3B2BI6nG73C7njt37K19eeOdtN/bunBryukLVAav1qCNsVZUzVhHf+vudC7/c+Mana3z+sOsIi7PG6C3QczmGnZ0xxmoWYv0eBOLneXbC6GF9+/bPKPJ6/R5BIHlhatqwGdZkNnG8f+2Xbx1L22eNSXbbSwVBRngtyoiwcTRs5IeNqFr7MxgkoxGwGxZkSdYcRUjSR2LGJk7ZDPYk003XNJU6VUMUHx8P7HWhT28iztlwIEAMZrMZBqYCzjHh9/vhseBwOOCVFBs0aNCPP/745JNPvv76603apK1btwLNf/jhh1FRUU26o4YInpa5ubllZWXp6en//e9/ly5d+kd2mKFi8L0AI08YncJoMzo6mjhn6kgaWYzBTiPkU7itZFkmAAp3mZ50AgqQDUnaKVIPrCTwCsWgMCkJXRxUQmogA129AJArFID66xaAy7XufiMbpu/3tA0j1bLhYL6naFhdKzX5FCqvqKiAUwdPm5iYmJYziqYiopDdULFaID9tEYASgTVwdohHCdVxMmD9ueDz+ZyuqKoqe3m5VbLYnC7/v199+6Ybrx1z2VAhiILphl1GdODmfL4gH3DOuPmKft3aPvPq58dzCg3YdSQY0mzetW4dzfOZwxZuYJKgVhXwfUKc7fqrLzdGtTqc54LtiPOGliRdT+TIsrboqPKSrO+Xv1dWUhKX1E4xRpXlZ/CCJIoSz4k8D+gsSmhGoyhj0zUOiS0acPw+7Cgi4vmOgighZ2wtPDZHDOwMtptHeomwdOIj1Wk1dOjQl156adKkSc3dkHMVGSc4nU5A6lofRfp8w4PiwQcffOqpp+bMmTN79uymaAk8bRYsWPD+++//5S9/aQmE7fV6AQhgmJGfnz9v3jwYXdAsj1Rwv8TGxrZr185kMhEqhdEpDLnrHX3pcx6AKfWVkQHviVtzrQK6lRdWtm7dum4B3cUrcmXkcmJi4qn3e+4Na9OmzSkaVktwa9tsNhicQA1w6uCMAfrT8WpLE4XsM5DO2QRrgSlhpYBDYcPoF9CTCXM2kK7D4bLarEajiTMYoRcpyctf8tnXJzKzb71pQrQiB/2+cJQ9HbRVwGl7uX1Er3ZLX35o9hvL1mzei+Jvs2w4szobGSlb42XdJ5tjQziKyIBeHceMGlHmkTKLnQLx2WCq2Zq8SqJgjbKm/bpl86qlHC/GJKbGxCWreA4kQDaa1YnToyPIFhFJh83YMnYX0TgbB8bmccy+cB51PVBJZPA+Rm9jc31vVBeMhg0bBtyZnp7eqVMnfUpiYwkuWb/ffz59UdjTXffQGGjV888//9xzzz3wwAMwwADIaMQGbN26FfAddvHKK68AIgDaNu/0qbKysqysLDgneXl5zz77LBw4DKuasT1ULUQwwgwEArpjMTFRN0Ww/N+Z4ETBqJXkwIo0olO1HFHIPhuhiY8h5DSiak4jvCpCfxmQUbJ0xNzBYMjpdJWWQo9pdDFsUlKCUZBMRuPOnftycvLvmj6lc5vEoNdVs7snyM06He5YRXzzb9Pe6b5p3jvfBAJBtjp2CP5H1fMmakGysfFYFXh24piLe/Tqk1UKsO0VeC4Cr7VEM7C90WAQJW79ig/27dxqjoqzRsVbomJi4hPLKsqQJzWPw1wLgojdQBQZuYUQD2ycd0YkEUWAsEm6R0kSiaOIlks9MoV6zbmPDDVjU51OcOnNmjULiHP+/PnQfzTuPJ6vvvrqkksuiYmJCbWkcLNwjPCYmDt37qJFi8aMGfPkk0+OHz/+HB1mYCzx448/vvXWW8Cyt95666WXXgp7AcK22+3NBdnQpOzs7NLSUmjAgQMH4Pv9xz/+MXbs2GZpDFVLk81mI34aemo2Qo3N3a6WLuJhQpxGyKm70H3tfn+ikH1mYqvDWDJ4eiLPMNo8hpDAYQcs4GxDMBByusxWi9FsMlTaPTExNpMoIzo1GHJzsl/696Kbb77usqH9OJ87FApGeoLg/JCs3x/kgq6HJo/s0i6prMIZQExQI6Uj9tPWnD+IpzPw7m03jBXM8ccK3dCwiCgiCHz5MG1brVZ7ZfHyD9/Oz8myxbYy22JMthhbTCyooLgAUzCe0omChQjYGwT+UIZ1WUapZxBwy2glMmyjuCOI5Iklu9qMjc9MLTM2QwmbqmG67LLLJk2a9Pzzz8+ePZvM02+UakVR3LZtWxKMdxMSGt1Gfo4i3p8zZszYu3fvm1g33HDDVVddpf923EBVVVVBDWvXrt28eTPctldfffXw4cNJQkoG34AlJSVxcXHn+QdleCoCW+fm5kIz4AG4fv36JUuWLFy4cPDgweezGVQtWU899RSJUm80GqOjo+Eqbd++/cGDB6nzwykEz41OnTrB2BVOXX5+vtlshrEKPN+aeoIH1RmJQvZZCiOjSoASBt7ApKKKvKxVvypJgtEoR9ngijebTUZvsR2oNSkp1kDyuShKfl7ehx9+npmZM3nSOLPIBwN+Umc4GDaZQ6k67I5R/ToxPO/zuFm2xrRBNTyLkQ1nK2d42cka3RUeXsuNzmkGbBJyECCD5y1RUUcP7Fq3/COfPxSdkGqyRFtsMbASCNtsNlY57FAeGbFxVhlC2MiGbZAUHBWbxOxTcKJHo4LCYwu4NM+zYSu2ZlZnWbY6xAh1FKE6Qz388MNw/T+FBVjs9XrP3aZFAnX98ssvwJ2N0sjGFRwgHGbv3r3nzZt34MABINFPP/0UusweWO3atYPGWywW4nMZCoU8Hg+JqgtckpWVdezYsczMzOLiYqDYPn36PProo8AocOPBEEUfUbA4jHdeXt6Zsvu5yG63A14D/YvYseytt946cuTIsmXLzmcbqFq+4OIHTPztt9/gAh4wYABc6nBt5+TkkBnDVPUK7u6YmBg4dXCi0tLSYHxy0UUX1U2SRdW8olfwGSvCmI0gkgmFGOycDStFFftFqSi0n9GoREfBs8IEH5ZVOrq2TRJ4SZJRRDz4z2Q0bfpxR1Zm7p3Tb2qbaAt63OHpjXpCdESmXo+PRBCpNe+RxS4rHFcN2SGV8QaCJM9M2P2aEDbLqYyiIMLfsmbpz1vWygZbdHy8yRxttEZZ4c9mTYiPCTKqs8quzWAkkx9lzRUbkNpklM1mFMLPZEJ/RiMcBSqLM6hHJFHnOD2bOlNzviMVVcMF18wjjzzSqVOnv//97xMnThw7diz0tQCLZ4faLJ7Uv3XrViBsEs6Wjcyu2pJEUr737NkTQBkYGrg5PT19y5YtX331FbyFT/EzB0UqIF6YkiTBIwb4OyUlpX///q1bt4YBM6wn+Szr1g/bFhQUwMlMTk4+i+bBV7Bhw4bRo0efFn1COExhUVER4DUJjwCDARg/9OrVC46FptWgqiW4SOBKhsvSZDIRRxGWrQ5UVbswvgGarjHot19RbCmPCFUNBgJ8fZ7WpK+Fdlqt1qSkJDiBxGnk/LeR6hSikH3GiryI9XyLKqeSeZDEIRvoE8WftpisVrNVEY9lFY27pI+q8to8QklSMGxnZ2XOn/fm1DtuGNK/O+t1aRE0awA18b/W0uBE7hg/f9TqSYX6BEjNdM1pqM2wZqvV7bSv+uz17GOHzVGJRnOMwRxlNEeZLFb4LyYakDv6t/TjQZ+HZzkAbBRXRMY2bKNiNhnMZoPFjBI9YrxGwG3Asx7DZmwtokg4lzppXTVZU29sqrMQXDBXX331gAEDXnjhhZkzZ06ePHnIkCEAZwCawJcN70hI5ogVK1asWrXq22+/hdp27tw5fPjwpk7bfi4iiAwg26VLl27dupF+NBAWKYPnTaDbj/yersc1Ohle64LasrOzYaQBRN7wOVKA+Ha7Hc7e0aNHu3fvHhMTA99F3c1JjMJKLNiEwROz4CuAEc677777+OOP33LLLWd8Oqj+AEImKlGEq53B1/8pSgJxOgLBmFat1aaZWQE3iNvpcJaVWC2WUEQK9EZXZPp04o9eayVaHwy6fH5TfFJVYZ7ZoLD1DjnwqYO7kqkvzB9Vs4tC9pmpVu9OspvDv2QSJIwtGVUISWSSL28yKtHRNqtRyS8pK7W7W8VZOTRC5gBQkalYRHbtvNycRW9+cuLqkdeNH6XwfugkI/I76rxdz01OuJbhakw0JGzNhgkbANhijco88tu6Ze95XO6ouNYGc7TRZDOYbUaTxWy2WK22pIQY2SDm5hdzAT8QNuoUZRJIRDabFIsFCNtoAtQ2AWfDGoOCnLIJYWsx+zSvazbSdK1iezpla6qzF1w8ycnJb7zxxv79+19//fUlS5YMGzYM+LhNmzYkmmwQp4Ai030ityKzpkBQ4MCBAx999FFiYuKyZcvg9aGHHpoxY8agQYP00LYtVgSsI9foSB1Z4Cx81uHYi4uLKyoq4uPjCS6f7D6FoQiwdVlZGexl+fLl27dvf/XVV0tLS4uKigCdYUMC+gTxfT4flCfxW4gZUpZlh8OxYMGCwsJC+PpgzHCmTaX64+jUuR51wUXW9ZKRkx541Nc0fhHQseUcPfLf556ExphlGR4xLr+fa+yODCq3GgxwW7kCAQDnGLO50umEg5d5XpYkGKES5nZ4vdc9/vcufQf8umXjukWv2KyWk5kXWvjT7I8sCtlnr8jLnUwYhKcEUKckoqgIoiAoihQTY4uxmUtLvXuPFndpG+8LMih6B8cBoYo8L6LE7KKiGL5buTEzI3v6nZOTo4xBr1utj6qJG0k44SOjxRQJW7KrQ+dpnM2iyYqKccfGb7ZvWCHKZltcihEZsG0Gk8VgtJjMIGtsbFRysi0jt8Rur2T8PkEyiSj/jGRQZJNJsVqMQNjA1tghW4IxA571SAxoelRszfmaqzZjM3qKR8rYVOcouIb69Onz9ttvZ2dnr1ixYtGiRU6nE3CtZ8+e7dq1i42NhQsUUE+3AwHkVVVV5efn79u3b+fOnVFRUU8++eTIkSPJtdivX7/LL7/8k08+uffee4mp9QJSI/4QDKcLnlF5eXkFBQWAwnAOScYcYjWHjwCXPVhwPqEAjHMWL1780ksvWSwWWAOb+7FqDW+Y8CCHwPe2bdvefffdKVOmvPPOOzSyGFVjCXtL1u9Jcu4iNYfUUAw8O8aMEQKB3O++c2Ifs8baBQBxXGysZcwY2eM58c03qb17V/bu3SU9/eiOHR3GjXPYbMaNG/Nzc2GPktHSrntP2KRD736sKKMov7RPvdBEIfssVbe/I6iJgo0IMBgVA4Eg0KrNZm6VFJ9dmpFZWFFQ6kqKNaEMNsjSxpIQHiIOlidLSvqhE/944Y07/zylf48OIa8T915aUD99B3hZxVECdUu2bj/W2JoEwzYYzDDQ/+bTBcfT9phtCUZLtNEChG0FvDaYTEYTsmJH2awpKVGA+ceySxlPlRoICiYJZISNTYrNChRuNCH/EAXewqtBkWrkneG1hI6Es7U2Vne01IxN1WiCayk1NfWhhx568MEHgbZ37969Y8eOTZs2VVZWkl9L0fRbnDWNOFokJSVdfPHFd955Z+fOnSOvQ1ieNWsWYN/atWvHjh17wXF244pgCpA0yUBZS+SxAue2rKxs7ty5jzzySPv27fVpVfqdXmsr4imelZUFeA0U/sEHH8BwqImPg+oPJOjeqior8k+c8PuaxOOLF4TivFx4kiiyXCHLBpwswuF2N2J3hmYpKEqZKEZzHDLGWSy/MUySzSZwXMBsLuL5FJw5EloSqKrc+MWSPsMv37lmJRf0s5xMXa4vOFHIPhvp17laJ9I17pjg9uBlGQWZNhmNScnx0RnZrqry306Ut06wWM0yixw5tIgciFaBs+FPknJysl/+19uTbrz62nGXSkFPKBjAaWiQE0o4DY3mQKKGVA2rsbtIODw16jOBvU3mqLwTR9Z+8Y69otwW28pojkL+IWabYjIZAJtNJgvyE7EkJUYnJljSjpU6nS53WSGP/ERkRNhmg9UGGA6oLRvRTEfZgPOoSzKKEBAOic1Wh+fTDdjVNvUaZmxK21SNInKBtW3bFoCbZIX0+XwOh8PpdHq9XhbnQIahocViIW4V9V54BoPh7bffnjp1KlzEo0ePBr5srH6LIOl5zndz7mIj79U6H8Hriy++eOWVV1522WX1srgugtdFRUXLli2DUdCjjz5644030hBsVI0rWTHk7v35w9/2NN0ugqGQ2WTKKyxstWGDPxAos9sb12oON0VObm7KDz/AY8vu9R7avr1HXl56Xp4rGCxZty7RYjmelQVUgCaDms37V3/963dfiTgF5oX1YKEiopB99tKv+NqoTSxAyF0E2FSJiYlu1yrhcEFBhdObWeTsnGKF4i5Oi3aHo1LjGYQoi7mYn5//+ZKVx49n3XHHDQlmRfV7CVZHWLNVsg+0IV5BQJtwNrC6rJj2/O/7ras/5wQpKi7l/9s7EyCrirPvn5m777OvMAyCoi/gEIdNI6kX6xUS45ZPUcHEwmjhEouKGlHUFDEaUFGs14+4ICbEiKhg4WcZVIiCOiaKChJW2WRfBAaYfb/f/5yH2x7vNvfeuTAI/x84nrm3T58+h366/93n6afdHl1eu7z6BLZTn8OGevZAYeflZfUsDtQ1Zuw+0NJau7/+8GGfL8etf+32+dx+n/fYYke3Az/dLn0TdZvNYt4+XU2gh9zAdd2tFLYRRJyQ44IShQ4D88bFiVBUVDR37twJEybs3r173LhxyE3CenQFq9EpLlu2bNCgQR6P59ToDp1O58yZMyGdb7zxxlihwTJ15zfdXWfXrl1vv/025PXYsWOnTp2KoQ5H1yTtoFJlBQJRXiWn+zIwYVRp6eLSn31m5s6dO/XVI5mZ0PGbNm3KNFZcVFdXHzp0SA1NcZOwo2PHp0STchpCkd1VpOqr+o9uBce6u7QlE8LU5XR4ve7i0qId+w4cPrD7wNGC4tyOgMcGCWpMZkuQkAxj+xeJUG2Dnl3x+dqdO3bffMv1A/v0yGipD13K9NZb009v19dbalpIYTuc7raWtndffX7DV596fLluiGav3+Xx61PTbo/L43aLI3bAm52dVVacnWl1bP+2KdjeuG/T6swMm9vtxfeQ19lZPr+hyb3468V5+o6Pusi2GiW0qr0dM44FFgnNW2dmqGN2ruSkprCwcN68eQ899NCkSZNuv/32s846q6WlJbWNb2SFH7rMGTNmoOZXVlZmnKwhApMCCvuf//znp59+OmvWLJsR0UwtrhLlIVLg6NGjq1evfvfdd3Fw3XXXPfzww1lZWWwByPHjRBiXcYnj+h5GZa5L7VBMzEhBfwq0JKc5FNlJYNbToeOg+dug8YF0sbL6x+2GTnXn5eeWlxRs27ax6b/6HWkMuF1Wn9uIZm1EA7Eci39n7E5uyFgI7V27djz6yP+99lf/56cXDXO2N6GDCwvkp8vyoL63u0xju9y+/bt2Llkwu3r/3qzcEpcn4Ia89kAseyUyiMvt9fq8AZ+usEuLsxxO+4ad7W1B6/4tK6r3fZudUwgh7vW4c3MC2dm+QMAT8Lv9frfXCIzt0nd31L1eZclj5rEY3Zpyyzbv8k6NTX4QuN3uRx99tKqqatq0aXl5eWPGjCkvL9eMCGKJRMLKMGKY2O32w4cPv/TSS0uWLLnsssuQibiGH/fSH2dwX1u2bJk9e7bL5Xr66aeHDBmCh+Pz+dCm4e4aGxsPHDiABCtXrsTt9+/f/7e//e3555+Ps2j8hBCioMhOA2FDTRXqEhrU6bBDuQb83pKeJfsOHFq/+qt+fXrUNWt+Z6bXbTNC8IX2j7GEZoegs202q822b9+eOS/M27pl2y+v/0Wh26q1yxttPTxoR9CYCDeWPVoy0dN71n7+yceLXtWCGTmFZS633+32Od1el8ej/vq8Xr/fl50VKCkKOJy2FV8fbg76avev2/D5J06nT/fT9nkLC3IKC7JzspEMid3GfLZLX+9oOzaBbbEck9ehhZbhCrsbnj4hqYIaO2LEiGHDhi1atOiFF16Atr7ooosqKiry8/PF/UOCT6ux9HceUkZ4jR07drz//vvLli0bOHDg9OnTe/bs2dLS0kWFrQap8jMYous3mzi49yNHjkydOhXyevjw4bjHpUuXfvDBB/X19bIJjtPpxCM699xz77vvvgEDBni9Xto+IYREQpF9HDFeA1ncbqff783Pzz2jd9mGjZtXrlz13xcOaWxtd9stHlfIiTlT9mnM1KW2Lp91F219Fwen86Oly7dt33XzhF8OKC+wtTchbXtHR1t7h97VBztsDkd7a3DpW3PXffGR25vj9eVAYevyGlfFf/omjV7DTcQT8AdysgLFxb6gJePjL3fUNtkDnrrlS95oamjLKygIZAVKi/N7lObn5flzjJlsny7RnbLvjJLX3wnrkNd1mHsI+1rygwNV/IorrrjsssvWrFnz5ptvzpgxA1q5V69effv2LS4uDgQC0JQ2m62trU3iRu/du3ejAcTlhRdeiNN//etfFxUVpRyrRNyaJeA0tHtTUxMuhMuJI4rT8NaSoHv48HhPk6MYuP0//OEPEyZMGDlyJD75uYFmbHUBpLSSmPZOTiSneX2j68gPEYrsFFE+IcbP7/lk6x4dod+hRO02m8/rac5uLSktrqup/ezDDwNZ/mE/Oqe1o82eadE3gsgMzQqLjjWctS1GGG2rvmONY/eundMe/t+x48f8zwWDApmtTa3t9U1tUL0Ol/vQt/vfX/j3A3t25ub31IP0uf0uF6SxHvXW6XZJLBGvz+v3+vNyA4VF3sO1jYur1je0WksKvF8tfWv3N7tzcwvz83LLehT1KoNOyMnN8QX8hsL2GgrbFnLBNslr8wR26JbjuWKH7WJFyMmG+H5UVFSce+650JG7d+9ev3792rVrP/vss+rqaqhnkbaQ2tDc5eXlP/vZz+6//34IcZjGwIED77333j/+8Y9lZWXQx4l3hDgXGeLSuMTmzZtxuU2bNtXW1oqnmeyQLL4rbrf7zDPPRPH69euXlZUle9Acjx4XDwF3+sgjj1x88cU33XSTejhyYDVI+0UJSRC11ZH55ZLqXxL88AeRIPJDaRa6/gzJCYb/ZkkQKanNH0q4vaC+2aEW2k8uwzAMi9vlCPi9LQV5zU3NjY2N//zHO06HffDAvkGtPSOouRxW8cLItBh/rRlGwJFMq81qs+s7nNudzv17d//1uZe3btlx5RX/43Fb24Jaj6Kszz/9/MNFb7S1theV9jE8sKGwIa9dDqcx/QWtrS9l9Gb5/YUFAV+Wc/XXO97/eG2HxdmzNGvj5+9sWPGfvLyCoqLCsp4lZ/Qu6dEjPz83YHiJGBvQuB0Ou010v9yRpvS09t3rbPOu6abWQVNfqad0Yv6NCOkK0pNJlMDRo0erz6WTC0spB5deeim08oMPPvirX/1Kdr2BFIgz3xxyCtNdMj766KMPPvjg8OHDZ5111oUXXjh27NiSkhLIaIfDIQ0LsqqpqdmzZ8+qVauWLVs2e/bs3r17X3LJJf3795cp5zRKbbvdXl9fD4VdWVk5efLkdGVLSLqAIdTV1el7vRl7G+EA9V+kJyxFFgzJ0FQl0EJLDJFAtluSzWIlAVLKADtOAnEPC8u20+umt2A48Hg8aJdO+CMnXYUiO3UyImII6P1uSGdnyHbrMC1LEL2Xx9NhvO1tbW5uaVm/8a0Fb7a3X3b+ef0sWmZre5vVkuF1ZVgtmtUi3iLo6SGyLTa7xe6wQu1COXsP+j79ePn2bTv/a0A/9Pir/rN+45q1Pn0Txyyn2+d0eZzGtm3onu3GG2aXy+XzefPyAnl5/iM1tXPf+Hj1hl1ef07PUtfuNVWbvlqdl19QWFTUs2dJ714lPUoLCgqys4zw2B49KrasdFSR+oy7C4U3MctrzaQ2zCqECpv8oIklqaOmhBw/++yzobPfeuutq666atCgQX6/X3pN1URIf4lPIJo3b9784Ycfrl27dujQoffccw9ELaw16lXEARrGWVFRccMNN9TW1kKU//Wvf0UmV1xxxfnnn+/z+SC1pVNP+WbFL2XdunVPPvnkuHHjJk6cmHJWhKRMZJcaRs+ePZubm7/55pu+fftCmO7fvx+/YjyMszZt2lRcXAxzaGho2LFjB0atqNW7d+/GWaWlpbC7jRs3IqXb7ZYdYWWbKqREzS8sLGwz4uhhBAtzw6D30KFDffr0QQJcC3nm5eXByrZs2XLGGWegNz948CAyQWJcFx/iWwyMm5qaVMH27duH9GEFwwh2586dqmDIHCNqWC4SSMFg1DhRCrZ9+3aUxFwwlLMrj450FxTZqaAms9V7HOPjY6FFRGfrUfyCei+rzwRbNZfTISna2zvaOzq+Xvf1wlcX1Nf97L9/PMhuszU3tnW0a3arvpwROttmzbBbM+22TIct025HL2tzu+0eryuQFThcfahq6acY2mZkZPYs621zuOwOtwMa3OHU90PX9bjuxun1OHOyvTk5/obm5rcXf/hh1crGFq2gqKggJ2Pf+s/2btkOgQ169ijuVVZcWpJfWJiTneX1QKjr8+A2m10F6ktdW2uU1+T0APW8vLz873//+5dffjlnzpz58+d7vV70puhcZVEgetwjR46gZ922bRtEQK9evS677LLp06fn5OQkaCOSDNod2vryyy9fsWLF7Nmz582bN3jw4JEjR6LvR5csviVJOW1DEIho+Mtf/rJy5UoUacSIESk+BUK6AGq4TBvHSSOTymrxscwAySSxOlYHauv10GvY8AQh18eMsGzlWG1oZf4w7Nh83TgJInMIK3lYAvMn5l9jyehEHh3pLiiyUyRMZ2vHekGxgYzQ/4NGvUenl2m1Zbj0T72hlNrG9ZvffO2NvXv2j7r4JwV+T2tHRlOj1mFsBulxQWfrIttuN0S23eJy2jzGVue5udmNjU0tLa36JjWG77a+DaOxGSMUtsPl8LqRzO102Q8dPvr/3vni43+t3P9ttdcXKOvdMz8ruGfN8obDNSWlJQUFBT16FPUsLSopySvI1+ewIeJdEOp2pbAzlNe1umWN2pqQGKDaQ/JWVlbW19dv3rx5w4YNO3bsgKpG/+dyufLy8gYOHNinTx8IYrfbraVqJtI9y4X279+/aNGiv/3tb1DwP/rRj4YOHYrMfT6fuKvJ9HaY5lYdNjQECoYSLl68ePny5WPGjJk2bZra+YKQEwmqJaxm/fr1GJT269cvvmmERc5N9sNkE0QmVh+GzR/HyjbO5eLkEGu3uzCQQ11dHVobjMAxsGfne7JBkZ06Zp2thbw2v/PP1mQT9KAhV/EhfrG6JVifRSJiWy1fb6n65/ubvt40+pJRA848AwK3uam9oTGjpa0jqOm70/jcGU6bxeO0elw2n8fR4Hc3NDQ3N7e0trW3dwRl40ersVWkw6nv4o7ca+saVv5n3Rer1q3buK2uvsFmdeTl5ZSXF2e21u7+z3aHzd6rvLygIL+0pLC0tKCoMLewINvv97hdUOhWu83Y4d0aCn8dMW9NhxBC4gNbgFAYNGhQRUVF1G/TeKGioqIbb7xx/Pjx27dvX7Zs2TvvvLNr1y4I+rPPPltCo2RnZ0toFAldAtnd1NRUU1ODZOvWrVu9ejXM/sorr5wyZUpubi6tmHQXqHuonK2trejelKaUAJphKdGfotprhlszxoSo7TKYLCgosNvtOEYHVlhYKJ5agUBAC3lI40N8hWMkQ2Ic4KIwEJiGeEgj20wjho9EqJQPYReSrZiblNPj8cCmJAFSIr1E3TEXTELxJFgwKUNYwaS05oKFPQp5OPKVPDqNffHJB0V2cig9HfpV07TvSe0QpintjGDorZSexnksHHamzWaFLIa5bly/+YU/vzBoSOUFFwwvLymx2yytbbaa+ta6hpbmthYt2GbJDEL12o2eEmq4vQ1/DA/vdr3XbG5pq6k9+s2Oml17D2zbuXf33m8P19Qigd3hgJjuWVrgtgdr921rqavPy8nJy88vLMgvKsorKdZdRPJzs3w+t8ulT2Dr0t9qcsOOJq8Zqo+QBDkxNiK22rt37/LycqjthoaGzZs3r1mzBgK6qqqqtrYWXW99fb0skURr43a78bOsrGzYsGETJ07EifI++gQUlZBYYFhYUlJSWVmpv5K126FBoSwhoKPuufj9t8dRpoSPd4Luum4YENl4aN9++y1kOh4dnhueXk5OTvKPnxxHKLJTIXGpbZjHsentDMsxDys9HHZIZHt9nkDAt3HjNys/+fdXn3/Zf1DFeeedV1JYbLFZYDKNre01dc019Y31jU2NzU0tGK22tDQ34pcG/Kmtq6+tqT1ytObo0dqmlpY2DItxxcxMv9+fneMvyA04MjtqD+49VFvn8/pKe/fOz8/LL8gpLoLOzs3PC2Rn+71GJGyUxNggPUP5iJhvU8lr9sSEnLSIeUJAVxh0d3EISYJ77rmnu4tAyHGBIjt1lOgMDTe/96Vmiu4X2on92CpCcYi0WC0Ou13fqsbnyc3JKiwq+Gbrjq/+/ekX//6sR69efc/pV1xS4nH7bU6LO+jo0IJtwY6mtmBze2ttU3tdXUt9XWN9HaR2c0tbh9VmC7icDqe+ONLrtlszgy31tfV7t9c0NXu9vsKystycnPz83ELdOQTyOisn26e7iBhB+ixWi2kFiL4DpfleqLAJIYQQQlKAIjsNRBOg5rc/5ljahht1MGgJeYzY7Fao3ayALy8vu7SkYMfOfbt27f129+6tG762OhzZ+bn6doy5uU63J8Nqc9h1OWy3OD0urclva2n2tLW2tLe3drS3BdtbWxobG2qOHtlZ09rUpO+A4/NnF5Xk5GQj54KC3IKCnIK87Jxsv8/n9nicIq+PLXAUVxYtipeIFrGokRBCCCGEdApF9nEhbIGgCvOnBLdmbAYJiQuha7fbnC6H3+/Jz8vuUVq4/9see/cd3Lfv4IGD1YcPHl6/c09Ta4u+KYwFitxmsdlwGnLVl4S0t7W1tLY047+WYHs7hL3D6fS6Pb6CwqysAP7m5Wbhb35+dm4OfvUZu8xAXlsNeW2RLWbC5PX3S059TQghhBCSChTZJwLzrHAoCIkI26BEGrFZrU6n3eNxZ2f7igpze5UVHzlSe/DQkerqo9WHa2pq6mpr6+vq6puamvWNJ1qO7ScH4e2y2nxO/LDJNuoej0t38vb7srMDOdn+nGxfVpbf73e7Xfhe3yM9M+QXHjZ7bfbDNm9uF6m8CSGEEEJIp1Bkn2iUl7PSshnGikir1WKS2v7GxuaGhqa6+sa6ugb9b32DEbwPIrtN37RZC4Z8u/VQgDZdZNshpCGyPW6X2+P0Ggcul+51bbVZRcrL7LUWlOD8QTV9HaahwwKJEEIIIYSQZKHI7jZM0lbUdoZIbbvN1uaGXIaW1ndw03W17g/S1tJ67JOOjiD+ZOjO3aFogBIr25DT+tY0eiQfPdy17Nqoa2vDO+X7140X9zpaIQkhhBBCSKJQZHc/33cm0Yz9XDPtNmu7vmeb4Xpt/OxoNw4gsIPqxGP7t+H/EoPPYlEbsYZ2kTUSxL50zMIQQgghhJCUocg+uVAeHMFgEFLZarGoLa+M5ZLfD0ovDtPad1H2zHHsVVS++Jc7PvdBCCGEEHJaQ5F9kqIEssWSGUVed3Iu1TMhhBBCSHdCkf0DQM1MK50dprczZD0jZ6YJIYQQQk4OKLJ/SMTdIIbymhBCCCHkZIEimxBCCCGEkDRDkU0IIYQQQkiaocgmhBBCCCEkzVBkE0IIIYQQkmYosgkhhBBCCEkzFNmEEEIIIYSkGYpsQgghhBBC0gxFNiGEEEIIIWmGIpsQQgghhJA0Q5FNCCGEEEJImqHIJoQQQgghJM1QZBNCCCGEEJJmTiORnZGRgZ+jR49+9913u7ssyVFVVTVixAgcfPzxxxdeeGGsZFu3bu3Tpw8O8HPz5s2dZqvSyzPBVcaPH9+3b9+LLrpowIABl1xySfzTDx069OKLL65YsWLLli1jxoyZNGlScndFSPI8/vjj9957b5wEqMyVlZU33XTTGWec0cVrSYvx2GOPJVi3I9Or0gaDwS4WJmV++tOfvvfeeydPu6das8QfLDnZUP+IsRg8ePCQIUPGjRsXp8OKpLvsBX1Zbm7uibxiJAn28icSaTq0bm2+TgFOI5F9ygNVga4UVgHVu2rVqoqKivjpFyxYIAfQ1nKwxUDs6uDBg/HbnRkzZkydOlWOIbK7WHhC0sJ7BqiZ8+bNu+6667q7OIScjnxh8Oyzz952223PPPNMdxcnHs8///zkyZOrq6u7uyDk1IQi+5QCclkkMhqOTpu2WbNm4Wd2dnZULbJkyZL4GgUNaBdKSsjxZezYsT169DhJ5oQIOT1BN1FeXn7SvrJAH/faa691dynIqQxF9inFxRdfDNF8+PDhV199Nb7Irqqq2rJlCw5uu+22sK8GDx78xRdfzJkzJ47IXrRoEa4i10pLyQlJilgvVVEzp0yZggqM4zvvvPPzzz8/4UX7jkkG3VgAQo4rsXx+Vq1aNW3aNNGv995770033ZSIP8aJt5cjR46cyMuR0xCK7FMKNGRQxs8++yy0L9RGHL/qV155RQ7Q/IV9dfPNN0OjvPfee1u3bo3l2Pr2229rxjQA57PJSQXq/LBhw84880yYAKpxnDpMCDlOVFRUvPrqq5Cw8ma10/eihJyqUGSfatxyyy0ifKGDY4nsQ4cOoQXUjFVikRKkf//+MpmNlhG5xTn90ksvpcgmJxsYat52222yYGDPnj0U2YR0CxMnThSRvWPHju4uCyHdA0V2J1RVVc2cOXPx4sXiFwH1OWrUqDixC7Zu3frEE08gvThj9OnT59prr73rrrsiX5ZBqi5YsGDhwoXSDEli5H/HHXd0xZG0oqJCJDLk78MPPxz1JR3Us9yOWvIYhkxmz549O6rIltNxX36/P1Yxwp5DdnY2ntuVV17J+QxyAggEAmGfxF+8H38dvQTSmTVrllRmDE1hOInU5DjREhJvKOIQ2TrBcqPabIKnx2rc4gRaUfcY+WCR/yuvvIIBueSPG0TjlvjdkR86UTsIqUuoLbt27XrwwQdR/9E7DB069N133w2zl+eff/7WW2/VYvuG3X777ejmcPqmTZvMhoMq9+abb6qKLfmH2WxYnKKoNRxGCsNHPuJ+Jr1YCh20NCDz589X+aAksNNOgxPEOj1WZxo/PEusAGsiRdDdS/5oiyZMmBD5ipukBkV2PMSGzZ+oRdPPPPNMnCquQAsydepUpF+6dKnZolatWjVy5Mgwh2YJ7vHaa6/df//9f/rTn1Iu9t133z127Fgt9ku6J598Uou95FEzfLs142ajRilB+4WfMPJYBVi0aNEvf/lL893h+DUDXBoW3u3xksipzdGjR9OV1YoVK5S8FiSASVdqcuINRSzQL/7mN78JW7MlrRM6y0QKlmzjliyR9ygtQOQiEHKqUlNTE+srjL5U9UPvEHXS6uqrrxaRjcRRda28UEVdVbUddoEBs4hFBfJXNpv4Ig0l8c35qDqceMiUqL3hswaJRECKlAqqGHPmzJk7d24XO1PkL3Nq6hO0RbBcaPquZEsUFNkxUZ3QtddeO3nyZPR8MGDIVnyOWh4ZuwA2KZ3K4MGDH3roIXHVQCsg6WEnarSNfMRsMGR8+umnJaWMJnEhfI7utiuBfkUig6iLFzE6F4uK09vh0jId/vrrr4d1+SgnzBsCHVdZv3595LlIIG2K+TnIvB2eJ/LEoJyrwcjxA5VN9d/nnHNOF3MTIYtGAFYJu5DJLRyjJl9//fUpBJ9OvKGIg1LY5tYJBUPOiRQs2cYtWSAs1D0+9dRTyEq1b3QwO32YMmWKHAwYMCDsK1QD1A3UYdgUakvUOW/x+0LKqOv41RuScePGqQ9R81H/0T1NmzYNGl3sCPlPnDgR2hFf4SzpE2WRZaxXWEphjx49GueKkUKPokOUwTB+TURn45Sf//znmjGlhfToNFGkqqqqO++8E4Xp1NCUwjafrhaVouSpNUFmlMJ+7LHHZH0q8ofxqhfspItQZEcHZiCGZB6zyrJCVHRZVjV+/Hi15wu6EPQfmtGpmMfKSA8rGjFiBNIrcYkDaR3eeOMNJWGRubznFdtGh5SyElVtU9TFi7i6HMR/HyS2B0sOm1OX6NrmyYMwoLzl7pSA0AzVjseIJ4M8MUSmyCbHA3QPqH6iFDVDQablnYm5EUBNhkUEAgHph1SfnSBJNRSxQOskCtv8ygt3KmdJwZAmVuedbOOWAhhmyz2qOXVp34YPHz5o0KCUsyU/CNDpbNiwQQX5gUCMujpIFLZmLFaOlZUs+5F4WWGGJi9U+/Tpo+o5KrZIQ2hQs9MU8i8tLZWKFz9qliq/9MJhM9YVBgMHDoQ4RqlQtk63bJOhJp4AHoXqiFFg2IUY2iOPPBJHJeN0UdjmF1yyqPS8885LrQkyg7GE/BuZ59SRP4rE4IbpgiI7OhJ8A5X74YcfDvsKvQUMD2aGkbGK4KG8nJ966qmw9LAomRVW4lJexODDyPfC/fv3T0v5MbiXfjRy8aJYTtQlj2ZkOjxyX5vZs2drRtvXaRl27twZ9kn3xlMjpxLxN5zTDONVmyV1haiNAAxZfEjQ0yfVwyXVUMRCtU533XVX2FcYOUu//s4778QS2ck2bski8T01Y5gdNshBSyLj/xSyJSch9xrET/Pyyy9HfoiqnsirWtRAyOhIQ5MXqji455571Ieo83Jw9dVXh+WToPezIPNQUQ1EM8bDTz75JOz0pZdeim8gEOsi+u+7776wm1WLs5Eg1n6T5tMjy6+aIBQmZZEtvTn+LSJzQNkostMCRXZ0Fi9ejJ9Dhw6NWvuVP8aaNWvEzD766CPNMMuoHVuYuExEa3bRqRTFkLZp+vTpZpGN/k+8S2MteVQojxHzvjbiahJrZkIoKSmRg1tvvRUCHXJ82LBhdMImJxKZ+0lLXJFYL21GjRoFsYh+SBxDEySphiIW0jqhAJEFwyed7oGcbOOWLJ988okcRD2dIYlOK+bNmxe1GqB7SjCHCRMmQMfD0P785z+rGqu2K1bVFfzJIH5uULSdXvHLL7/UYhuIZuxwLK9549v+8uXL5WD06NGR33ZaWnX6BRdcEDWB+LCFOaAnDh6FnBt1w2YlAFLLnCgosqMjSvSiiy6K+q2yvQ8++EDmnKA+NcMsk70QKvr69etramrQpa1YsULVabHzroAhPmRu2FS0xLeOs+TRjHiMmP3hlixZohmyI85ZME40rLLyUpZ3aEYr84tf/GL48OFJzSgQkhToufv27Yuaptwxu055eXlSn8cn5YbCjLRO5513XldOT7xxSxZpu9BDR/02Tkgicmog0TwqKyvjrCxKvPbClmWy3LyOX6ZgoTLjDKSrqqrw81//+te2bdvU8DUR1Sjzx/gp4ThSRgUuTK3XU6fHeiWlYijF8Q2Lg1pSFekxL3BqLC1QZHcPshBQLd04Hqil2WrxIgS98sVMPAfzvjbTp0/XEvAVEQfTmTNnqvdNsrhbM7petI+U2qSLxIrqRU4S2EOfDsTa8TGNQEaPHj1aYoOIyFZr9yMjXIVF2ySJwHHvcYUiu0tkZWWlcFZYTB/oTnRIGPcPHDgQv8occNdRyx/V4kWZh9Y6W/JozuHaa6/F6bKvzapVqySmaSIvkS80wCgCN/vJJ5+oUKP4OXLkyATjlBFCuovUGjdFIu/lCUmE8ePHQ2SrDVyVz3TYO1V8O2rUKCWv5b0W0qOvSWHFbRcD6Z5IfD5fV06PE2mRdB2K7OiIQ3OsF6aq/1DvvKRDUk5UYUBoShwfmX4ThY024uWXXw4TrPKGK12I+6NawyThsTtd8mjmyiuvFM+zZ5555vXXX9cSngVXXGKA1kpF8cO9m/28CTmZibU6Ytu2bZrR0yeVW1INRaxMcFEY0YoVK6J++8ADD8iKz1jO2ck2bslSWVkpkii10wkJ4+KLL5Y6L0G35AVppNciZLEo7Oeee64rDmPii7x48eIuimzlzhF1uwkYWl5enhb7bUBZWZkcxPIGUU1TajNWKrxpyqsvSCJQZEdHVjXFWvmrpoSVM9PIkSNh+WgFotqD8oTGV0ggc9iRChvs2rUrjXehlmajAGeffbZ0e50ueTQjy0rEY0SatmuuuSb+KWoXrurqavPn5ih+4plKyIln7dq1kRYaJyhsZBRLzegg1UYYSV098YYiTiZonZAJREDU1knFz45zelKNmyKqrIdYD/vkxz/+sRxEDS6mQkAQkiASXxKVdv78+aNHjxYlHbmzqYprGflVrB4n6nzTkCFDZGOmqOJYC20Qi741fpjL4cOHywESR+ajDC3qskjNtHIjVqQgud+oix8iSx45f4enKsOJWbNmRap8NA4MlZ0WKLKjo0Lg/f73vw+bc0Xlg47UjAkhpZIxbpZ9ZCLDXqK6J9gfoyGQnNOILM1GAcTkElzyqFAeI1OmTEHThlvudND8k5/8RE1XhzV2eHTSPqYl7AMhiaOmbRYuXBhWLR9//PE4J6LGRtZkNAuRG2EkQloaijvuuEOUemREbeQgJhZnQ9ZkGzfNNLcXpstVZGIzamz/4IMPyvYZ5ntkaBGSAjBA2cts2rRpWowAuLFQtTqSqMuXf/e730ktvfnmmyM3T4WJSZ1H3xr/uiiheJM/+uijss+LuUjyYjlOl6qc0VGYa665JiwZWi2x9Lvvvlt9qAbGkbIeDU7kJWRz6FhNXPy7Iwly2onsTpcMyztWDBzFoRlUV1dHboqGNE8//bQ6S8WXRf4Y5qJ3kaGncr9WQTfR2cubL3yuJrMhrxcsWABTTPs6SFmajWxlC4wU9jQWjxGZBY8zPaZQYURvvfXWo0ePogAiqfEooNTlBtGKJX0nhHQBWKj0WOCBBx6QuAfKhSn+ueaajFPuv/9+mUOCNSW7+DLxhiIOqnWCaW/btg3WhILJlopqm7o4Sj3Zxk0LxSzDV9dff/1jjz2mNphEkxX1EnPmzBkxYgQ6b9yjbEoVlj8hSYEqJyM3MT3I38g0YuBTp04tKysTdxGpdbCyTtdBypsl8fkGsHGJjjds2DDIUxkrSjettjJNZGkTjGX58uWo85KPWKV5J3NYSiKnjxw5MnLHRy0ixDWuIuoChhkIBOQh4NZw6ajT0jgXBcBX5ibOnD/pOqedyE4cmeORhYNhFU72OA1z9kB9RTVFZVWRNMzply5dqnY+k14WliD+l+Zkzz333OzZs2F+XdluzQxsRqaipW9LcMmjGXMg0k59RQTcwlVXXYV2LXKrAnl0nMkmJx7VY001UJ9Dcap9HyJBd7t48eLImhy2G1ziJNhQxEeE+LMhzF+h3507d27805Nt3NBuzJ8/H+1SWJlxrVGjRkVu+gO9InE8cUpYKyfypdMbJCQMCUorx5HbzWgmA7/VwPwVah0+F0sx74KsQlDL5lboK+VtkniIoaKiF4sMRWDeyjQ+GBu89dZbl19+ueQTlhVsJP4oHaejQZCd1SOLgUFFmKWb1UXYQ1BxdcNADhgJw07DmjiJx0CPka5DkR0P1Ndx48bNnDkTvayIVNS8MWPGhL36Udxyyy2QpE888QTSy9A5anoV4S5qthiAyhucWA5hyXLDDTckuMtjVJTHSCK+IgKSffbZZxj0L1y4UFmp9MdxIqcSclxBtURf8uKLL6Iyi3nCIiZOnAhBiW4m1lmwR3SoM2bMUGfBHGBTXVkqlGBDEQfpTcNaJ9zO+PHjE/QHS6pxwyd4CLBomQJQiSdNmhTL2QbFGDp0qPke8dwmT55cW1tLkU1SQAWlRUWKaiZi4OYqhz4LnY686oG2jtwFGRr3H//4BxqByKlu6GzYAnKTdURaKP534iamLrFp0yY0OzJMDStVp6fjpsJORzFw+h133BFVoIu6eOWVVyRAsCSWt1VRRTaeJG4QiWVKW4o3YcIEmHacVpEkzmkksjvdCC0qEoou8fSyvK8r2V5nEJY4tcILUAOJnB7nKq8aJHUKTPcWg6SKSkh8JhmkfDrMM+pGa2Hu0YK5bieymVykLcQpbYINRXwSaZ2i3lripytiWXQK99iV1oycDHSlS4pzYnzrTmQ30zhmha+ini7xr5LNLSlQ8k4brvidaVLtnth1ZMnjPL1I1aHFbTpI4pxGIpsQQgghhJATA0U2IYQQQgghaYYimxBCCCGEkDRDkU0IIYQQQkiaocgmhBBCCCEkzVBkE0IIIYQQkmYosgkhhBBCCEkzFNmEEEIIIYSkGYpsQgghhBBC0gxFNiGEEEIIIWmGIpsQQgghhJA0Q5FNCCGEEEJImqHIJoQQQgghJM1QZBNCCCGEEJJmKLIJIYQQQghJMxTZhBBCCCGEpBmKbEIIIYQQQtIMRTYhhBBCCCFphiKbEEIIIYSQNEORTQghhBBCSJqhyCaEEEIIISTNUGQTQgghhBCSZiiyCSGEEEIISTMU2YQQQgghhKQZimxCCCGEEELSDEU2IYQQQgghaYYimxBCCCGEkDRDkU0IIYQQQkiaocgmhBBCCCEkzVBkE0IIIYQQkmYosgkhhBBCCEkzFNmEEEIIIYSkGYpsQgghhBBC0gxFNiGEEEIIIWmGIpsQQgghhJA0Q5FNCCGEEEJImqHIJoQQQgghJM1QZBNCCCGEEJJmKLIJIYQQQghJMxTZhBBCCCGEpBmKbEIIIYQQQtLM/wezPl1oFCIO2AAAAABJRU5ErkJggg==" width="623" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
It makes creating
docker hosts either on local hypervisors (currently only support
virtual box) and cloud provider (current supports Digital Ocean &
Microsoft Azure). It has plan to support openstack, vmware and
amazon web services (there’s a driver in github) but it’s not
available at the moment (it might be possible for us to develop the
adapter for vmware, there’s a Go library for vSphere,
<a href="https://github.com/vmware/govmomi">https://github.com/vmware/govmomi</a>).</div>
<h2 class="western">
Docker Swarm</h2>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Now that we have
provisioned several docker hosts, we can join multiple docker hosts
(nodes) to a cluster and treat that as a single virtual host and
schedule docker containers to run on top, automatically managing
workload placement, failover, and maintaining cluster state. It
ensures an application’s distributed containers are automatically
“getting fed the right resources.”</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
By default, the
default scheduler uses the resource requirements of the docker
container workloads and resources availabilities of the hosts in the
cluster and then uses bin pack to automatically optimize placement of
workloads. So, we can schedule a container requiring certain
memory/CPU/Ports (more to come). Also, we can add contraints like
hosts with SSD storage, certain operating system, storage driver or
custom label.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Swarm
continuously health-checks the Docker daemon’s hosts and should one
suffer an outage, automatically rebalances by moving and restarting
the Docker containers from the failed host to a new one.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Docker Swarm has
a pluggable architecture with default scheduler. It can swap in a
more powerful backend, like Mesos, for large scale production
deployments.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="327" name="Picture 4" src="data:image/png;base64,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" width="624" /></div>
<h2 class="western">
<br />
</h2>
<h2 class="western">
Docker Compose</h2>
<div style="line-height: 108%; margin-bottom: 0.11in;">
What if we want
to deploy 2 containers together on the same docker host? E.g. nodejs
and redis to be deployed together so both containers can talk to each
other using docker link (so docker will add environment variable and
update hosts file for the linked container.) We can then use Docker
compose to create a multi-container distributed app to run on top of
the cluster created with Docker swarm. It’s just a simple YAML
file.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<img align="bottom" border="0" height="320" name="Picture 5" src="data:image/png;base64,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" width="623" /></div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
And it can be
started with a simple “docker up” command.</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
<br /><br />
</div>
<div style="line-height: 108%; margin-bottom: 0.11in;">
There’s some
test builds on the docker github (compose itself is not a separate
project, but adding the docker up commend to docker) but not sure how
much is merged.</div>
<h1 class="western">
Pros and Cons of using Docker Orchestrating
Services</h1>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Pros</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Integrate
with Docker</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
All using
docker API</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Swarm with
Mesos protentially can solve load balancing / HA with HAproxy (Mesos
can update HAproxy’s config) but still keeping the docker API</div>
</li>
</ul>
<div style="line-height: 108%; margin-bottom: 0.11in;">
Cons</div>
<ul>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Alpha
release</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Machine
doesn’t support vmware yet</div>
</li>
<li><div style="line-height: 108%; margin-bottom: 0.11in;">
Unclear if
Swarm with Mesos as backend is released</div>
</li>
</ul>
<br />
<div style="line-height: 108%; margin-bottom: 0.11in;">
<br /><br />
</div>
Arthurhttp://www.blogger.com/profile/06597330098267052138noreply@blogger.com0