tag:blogger.com,1999:blog-62552234956420990892024-02-19T20:17:35.515+05:30PSFT_PPPeopleSoft Gyan by a DesiCiphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.comBlogger32125tag:blogger.com,1999:blog-6255223495642099089.post-25612600555865769912020-05-18T12:02:00.003+05:302020-05-18T12:02:54.508+05:30XML-to-JSON and JSON-to-XML<div dir="ltr" style="text-align: left;" trbidi="on">
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In this post <a href="http://psftpp.blogspot.com/2017/01/peoplecode-json.html" target="_blank">PeopleCode and JSON</a>, I talked about how to handle JSON with the new Tools API.</div>
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This post (<a href="http://psftpp.blogspot.com/2018/03/peoplecode-native-xml-to-json-conversion.html" target="_blank">PeopleCode Native XML-to-JSON</a>) talks about how to convert an XML to JSON using native PeopleCode.</div>
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With tools 8.58, we now have native support for converting XML to JSON and JSON to XML (using Java). These methods can be handy while integrating with 3rd-parties without having to depend on the language of data exchange. Each have their own Pros and Cons and it is not about one being better than the other. It purely depends on your use case and the confines within which you work.</div>
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These methods are internal to PeopleSoft Integration Broker and are available in the App Pkg - <b>PT_INTEGRATION:CIRESTDefinition</b> App Class. You could either import this class or simply copy these methods to a new App Pkg/Class. I prefer the latter. Let's see it in action below:<br />
<br />
<pre style="font-family: Andale Mono, Lucida Console, Monaco, fixed, monospace;
color: #000000; background-color: #eee;
font-size: 12px; border: 1px dashed #999999;
line-height: 14px; padding: 5px;
overflow: auto; width: 100%">
<code style="color:#000000;word-wrap:normal;">
import PT_INTEGRATION:CIRESTDefinition;
Local PT_INTEGRATION:CIRESTDefinition &oConvert_ = create PT_INTEGRATION:CIRESTDefinition();
Local string &sJSON_, &sXML_;
Local XmlDoc &xmlDoc_, &retXmlDoc_;
&sXML_ = GetHTMLText(HTML.X_PP_HTML_X);
&xmlDoc_ = CreateXmlDoc(&sXML_);
&sJSON_ = &oConvert_.convertXMLtoJSON(&xmlDoc_);
WinMessage(&sJSON_, 64);
REM Structure of the XML. It is saved as an HTML object;
REM Copy XML from here - https://docs.microsoft.com/en-us/previous-versions/windows/desktop/ms762271(v%3Dvs.85);
REM X_PP_JSON_X - create an HTML object and paste the JSON from above into this HTML so that it can be compared with the original XML;
&retXmlDoc_ = &oConvert_.convertJSONtoXML(GetHTMLText(HTML.X_PP_JSON_X));
WinMessage(&retXmlDoc_.GenFormattedXmlString(), 64);
</code>
</pre>
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<script src="https://gist.github.com/ciphersbak/784a230e8ca4ea6c3166e850cf1cb5f5.js"></script>
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Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-12738459837492043062018-12-20T09:40:00.000+05:302018-12-20T09:40:40.533+05:30How to use %TruncateTable on Oracle DB<div dir="ltr" style="text-align: left;" trbidi="on">
TRUNCATE is a DDL command created to be almost infinitely faster than a regular DELETE.<br />
On Oracle, TRUNCATE command is broken down into the following tasks:<br />
<ol style="text-align: left;">
<li>Deallocates all space used by the removed rows</li>
<li>Sets the NEXT storage parameter to the size of the last extent removed from the segment</li>
</ol>
The STORAGE clauses let you determine what happens to the space freed by the truncated rows. The DROP STORAGE clause and REUSE STORAGE clause also apply to the space freed by the data deleted from associated indexes.<br />
<br />
DROP STORAGE - Deallocate all space from deleted rows from the table<br />
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REUSE STORAGE - Retain the space from the deleted rows allocated to the table<br />
<br />
Specifying REUSE STORAGE will help reduce the time taken to truncate volatile storage which are highly voluminous.<br />
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%TruncateTable(%Table(%P(1)) REUSE STORAGE<br />
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Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-81471872611781170812018-10-22T18:08:00.001+05:302018-10-22T18:47:54.431+05:30Create a RESTful API in PeopleSoft<div dir="ltr" style="text-align: left;" trbidi="on">
To implement a RESTful API in PeopleSoft Integration Broker, one needs to develop their own Handler to satisfy the <a href="https://martinfowler.com/articles/richardsonMaturityModel.html" target="_blank">Richardson Maturity Model</a>.<br />
Tools delivered REST APIs are NOT RESTful. Hypermedia links are NOT present within the responses that are generated by the delivered REST APIs.<br />
A HATEOAS-based response would look something like<br />
<br />
<br />
<pre style="-webkit-text-stroke-width: 0px; background-color: whitesmoke; border-radius: 0px; border: 1px solid rgba(0, 0, 0, 0.15); color: #333333; display: block; font-family: Monaco, Menlo, Consolas, "courier new", monospace; font-size: 13px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; line-height: 20px; margin: 0px 0px 20px; orphans: 2; overflow-wrap: normal; overflow-x: auto; padding: 9.5px; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: pre; widows: 2; width: 654.458px; word-break: normal; word-spacing: 0px;">{
<span class="pl-s"><span class="pl-pds">"</span>name<span class="pl-pds">"</span></span>: <span class="pl-s"><span class="pl-pds">"</span>Alice<span class="pl-pds">"</span></span>,
<span class="pl-s"><span class="pl-pds">"</span>links<span class="pl-pds">"</span></span>: [ {
<span class="pl-s"><span class="pl-pds">"</span>rel<span class="pl-pds">"</span></span>: <span class="pl-s"><span class="pl-pds">"</span>self<span class="pl-pds">"</span></span>,
<span class="pl-s"><span class="pl-pds">"</span>href<span class="pl-pds">"</span></span>: <span class="pl-s"><span class="pl-pds">"</span>http://localhost:8080/customer/1<span class="pl-pds">"</span></span>
} ]
}</pre>
<br />
The response not only has details, but also includes the self-linking URL where that resource is located.<br />
<ul style="text-align: left;">
<li>rel means relationship</li>
<li>href is a complete URL that uniquely defines the resource</li>
</ul>
XML is also accepted as a standard response format. HATEOAS does not impose the requirement of format. The hypermedia links are the focus of HATEOAS. It's possible to build more complex relationships. With HATEOAS, the output makes it easy to glean how to interact with the service without looking up an external document or specification. According to <a href="https://martinfowler.com/articles/richardsonMaturityModel.html" target="_blank">Richardson Maturity Model</a>, HATEOAS is considered the final level of REST. This means that each link is presumed to implement the standard REST verbs of GET, POST, PUT, PATCH, and DELETE (or a subset).<br />
<br />
To view an example of how to create a sample handler, with REST caching, head over to the following link <a href="https://github.com/ciphersbak/psftpp/blob/master/IntegrationBroker/SampleRESTfulHandler" target="_blank">Sample Code</a>.<br />
<br />
Comments are welcome, and please feel free to contribute.</div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-74078600829685654162018-03-31T20:36:00.001+05:302018-03-31T20:36:53.374+05:30PeopleSoft Application Engine Performance Dashboard<div dir="ltr" style="text-align: left;" trbidi="on">
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<h2>
<span style="mso-fareast-font-family: "Times New Roman";">Display - Role
Based Split (Admin/End User)</span></h2>
<ol start="1" style="text-align: left;" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">User should be able to pull up a specific run of an Application Engine (AE),
filter criteria similar to Process Monitor page</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Each run of an AE to display the following: </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">AE Properties: </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Batch/Online Instance
Count</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Instances locked by
other runs of the program (We can extend Review Temp Table Usage Page)</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Information on Advance
Tab in App Designer</span></li>
</ol>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Overall flow of the AE
- Read-Only Graphical/Hierarchical/Tree structure - Code Map</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Sections/Steps/Actions
that were called for that specific run (This is required as we have a lot
of conditional logic implemented via PeopleCode and/or Call Section) -
This flow will be specific to a given Run Control</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Lowest logical unit aka
"Action" should capture the following </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">PeopleCode or SQL
(As-Is), after BIND replacement(s)</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Total Time Taken, Rows
Affected, we can look at existing AET and collate that information
(similar to how AE Log Analyzer does it today) and extrapolate</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Group/Segregate
DML/DDL for the AE (similar to TraceAnalyzer or TraceMagic)</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">DML/DDL/PeopleCode by
AE Section</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Restart Data
CheckPoints</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">COMMITs</span></li>
</ol>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Table Statistics (DB
Specific) </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">High Water Mark,
ability to gather Table Stats (will it be online or batch or via IB
REST). Be careful on DB2 as stats are updated at Tablespace level, so
need to make sure volatile tables are in their own tablespace. We can
look at DDL Model Defaults for query syntax.</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Current row count in
transaction tables used by the AE (Table list can be generated based on
the DML segregation step)</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Index/MV/MV Log
information which are based on the core transaction tables</span></li>
</ol>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Tablespace information
for the core transaction tables and Temp Tables that the AE uses. For GL,
need to track Non-Shared Tables</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Query DB Data
Dictionary </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">For Oracle -
v$longops, LAST_CALL_ET</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">For MSSQL -Pending</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">For DB2 - Pending</span></li>
</ol>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Parse Log files </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Need a Log/AET/TRC
parsing utility (which can read data files upwards of 1GB without having to worry about Heap Size) </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><b><span style="mso-fareast-font-family: "Times New Roman";">Splunk</span></b><span style="mso-fareast-font-family: "Times New Roman";"> vs. <b>ELK</b>
- <a href="http://blog.takipi.com/splunk-vs-elk-the-log-management-tools-decision-making-guide/">http://blog.takipi.com/splunk-vs-elk-the-log-management-tools-decision-making-guide/</a></span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Commercial vs. Open
Source - <a href="https://www.searchtechnologies.com/blog/log-analytics-tools-open-source-vs-commercial">https://www.searchtechnologies.com/blog/log-analytics-tools-open-source-vs-commercial</a></span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Parse AET files using
Python </span></li>
<ol start="1" type="1">
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Low memory
requirements;</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Open-source;</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Can be used with
SQLite;</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Parses AET and
inserts into SQL table;</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Can handle files as
big as 4 GB;</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Generates AE Tree
aka Flow/Path per process instance/AET file read/parsed;</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Captures Row(s)
Affected, Duration for all action types (including ones which are
compiled/executed more than once);</span></li>
<li class="MsoNormal"><span style="mso-fareast-font-family: "Times New Roman";">Capture Buffers/Bind Variables per action, if applicable;</span></li>
</ol>
</ol>
</ol>
</ol>
</ol>
</div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-75878285881812958322018-03-31T19:25:00.000+05:302018-10-22T18:39:09.535+05:30Track Long Running Queries in PIA - Oracle DB ONLY<div dir="ltr" style="text-align: left;" trbidi="on">
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<br />
<b><i><span style="color: red;">v$longops</span></i></b><span style="color: #222222;"> view displays the status of various operations that run
for longer than 6 seconds (in absolute time). To monitor query execution
progress, you must be using the cost-based optimizer and you must:</span><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #222222; mso-fareast-font-family: "Times New Roman";">Set the </span><code><span style="color: #222222; font-size: 10.0pt;">TIMED_STATISTICS</span></code><span style="color: #222222; mso-fareast-font-family: "Times New Roman";"> or </span><code><span style="color: #222222; font-size: 10.0pt;">SQL_TRACE</span></code><span style="color: #222222; mso-fareast-font-family: "Times New Roman";"> parameter
to </span><code><span style="color: #222222; font-size: 10.0pt;">true</span></code><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><code><span style="color: #222222; font-size: 10.0pt;">Gather statistics for your objects with
the ANALYZE statement or the DBMS_STATS package</span></code><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
</ol>
Oracle Enterprise Manager and Application Express already provide UI to
monitor such queries which are part of Oracle <b><i><span style="color: red;">v$longops</span></i></b>.<br />
Factors to keep in mind about long running operations:<br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Not all operations that run longer than <b><i><span style="color: red;">6 seconds</span></i></b> are considered. Built-in
long operation types are strongly defined.</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><b><span style="color: red; mso-fareast-font-family: "Times New Roman";">Oracle
considers long operations as linear operations</span></b><span style="mso-fareast-font-family: "Times New Roman";"> (each unit of work
takes the same amount of time), therefore, estimated completion time can
be inaccurate in case the <b><span style="color: red;">real process is
not linear</span></b>.</span></li>
</ol>
For PeopleSoft, a new page has been created and added to the Process Monitor
Component. Developers can refresh this page to view details about the currently
executing SQL(s). This page will help identify the Access/Join Methods for
queries which are part of AE/SQR/COBOL.<br />
<img alt="" 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fgKsHv37jVr1tTU1HR1dRUVFa1cufL48eMAcOXKlQULFly5cqWnp6e9vX3z5s0eHh4AIBaLp0+f/s0332g0GqVSuX379unTp2MD5syZs23btr6+PoVC4e3tPWvWrIaGBgDYuHHjpk2bWlpauru7U1JSlixZgm9b58+fX758eUZGRldXV2Nj44YNGz799FMAqK6unj179tmzZ+VyuVQq3bZt2zvvvINf2+uvv75z506VSqXT6Q4dOvTGG2/09fUBgKur66efftrZ2SkWiyMiIubPn48voQcPHnRzcystLe3q6qqsrFy9evW+ffsAICMjY968eSEhIRKJpLu7e9u2bcuWLQMArVb7+uuv79+/X6fTaTSaPXv2TJ06Fb+t+fPnb9u2TSKRyGQyPz+/OXPmlJSUAMD27dvXrVtXV1fX3d2dm5u7YsWKM2fOAEBYWNjixYvj4+N7enpaW1s//vjjtWvXAoBIJJoxY8aJEydUKpVCodi2bdvMmTNRgbNmzdq2bZtcLlepVCdOnJgxY4ZIJAKAtWvXfvzxx62trT09PfHx8YsXLw4LCwOA06dPr1ixIjc3t6urq66ubt26ddu3bweAkpKSOXPm+Pn5yWQyiUSybdu2+fPnY5+eOnXq7t271Wq1Tqfbv3//66+/jpazfPnybdu2dXd3SySSkJCQefPm4SRm7969q1evrqys7OrqKi0tdXNzO3jwIAAkJibOnz8fXzA7Ozs//fRTV1dXAOjr63vjjTcOHjyo0+nUavXOnTtff/11HOnmzZu3bds2qVQql8vPnj07e/ZsfIXcsmXL+vXrGxsbu7q6MjIyli9ffv78eQAIDg5esmRJSkpKd3d3S0vLpk2bNm7cCAANDQ2zZs3y9vZWKBR9fX3btm17++23UYEzZszYvn27UqnUaDTffPPN9OnTu7u7AcDDw2Pz5s3t7e34AosdGwCOHz++cuXKoqKirq6umpqaNWvW7N69GwByc3Pnzp0bFBQklUrFYvG2bdsWL16Mo8C0adO+/PJLrVaL9jV16lQcPgbaV3Bw8BtvvHH58mWapt3c3ObMmZOcnFxQUJCamnqtfYnF4vb29k8++WT16tWD7EuhUFzPvk6fPj3Ivpqbm69nX93d3YPs66233rol9nX48OFba1+9vb2D7Ouzzz4bZF/e3t4AEBoaumjRop9jXzNnzkT7Wrdu3SD7wqnYQPuqr6+/tfaFs8CB9lVWVvYT7OuNN95AT/Zj7CszM3OQfSUlJV3PvpRK5S2xr4KCgkH2lZ+fj/Ylk8kG2dfUqVN/jH0N8l/V1dWD/FdMTMwg+3J3dweAtLQ0Dzf3H3CoLU3ty5csc3FxSUlNCQwM3Llz57PPPvvUU095eHg89NBDM2fOdHV1HTZsmIeHx5tvvjly5Eh3d/fx48dPnDjR1dV15MiR77zzzooVK+699143N7fp06c//PDDrq6uY8eOffHFF93d3YcNG4YCw4YNc3V1ffXVV//5z396eHg8/vjjL7zwgoeHx4gRI+bNm7do0aLhw4d7eHhMnjz5kUcecXd3HzNmzKRJk1xdXYcPH75kyZKFCxfed999bm5ur7zyymOPPebq6jp69OjXXnvNzc3tb3/7GwqMGDHC1dX1xRdfHDdunLu7+8MPP/zqq696eHhgCXPnzh05cqSHh8ezzz47ZswYDw+PRx99dNq0adi6VatWzZ49e/jw4e7u7s8999yTTz7p6ur64IMPzpo1y83N7d577121atWcOXNGjRrl6uo6fvz4Z555xt3dfcSIETNnzvTw8MDWvfnmmw8//LCHh8e4ceMmTJjg4eExatSo2bNnL1++HBU4bdq0UaNGubu7P/nkk88995yrq+uIESPmz5+/fPnyv/3tb25ubq+//vqjjz7q6uo6ZsyYl19+2c3N7e9///u7776LJbi6uk6ePPmxxx5zd3cfPXr0Sy+95OHhcf/997/33nvvvffe/fff7+Hh8dJLL40ePdrd3f2xxx6bPHkytm758uXz588fNmyYm5vbyy+/PGbMGFdXV2w+tm7ZsmXz589HBWLz3d3dR40aNW3aNGzd8uXLZ8+ePWrUKA8PjwkTJowbN87Dw+Phhx9+8803nd1j1qxZI0aMcHd3f+aZZ8aPH+/q6jpq1Kg5c+asWrUKu8esWbMefPBBV1dXbL67u/vw4cNnz569atUqbN20adMeffRRDw+PMWPGPPvssx4eHiNHjpw7d+7SpUuxe7z66qsPP/ywu7v7uHHjXnjhBVdX1/vvv3/hwoVLlixBBb722mujR492dXV97LHHXnnlFTc3t/vuuw8Fhg8f7urqOmnSpDFjxri7uz/yyCOTJ09GBS5atOjdd9/F7vHCCy88/vjjHh4eo0ePnjJlCrZuxYoV77zzzrBhw9zd3V988cWxY8e6uro+/PDD06dPRwWiwMiRI11dXSdOnDh+/Hh3d/eRI0e++eabzu4xc+bMhx56yMPD46mnnnryySdvYF/PPPPMpEmT1q5d+49//GPx4sVr1qwZOXLkBx98cK19DR8+fO7cuWgmA+3rsccee/7552+Jfd13332D7Gvs2LFoX1OmTPnx9jVnzpxB9vXQQw9dz74mTpx4S+xr5MiR32tf//rXvyZNmvRz7Ovxxx9H+xo+fPgg+/rXv/51S+zrkUceGWRf999/P3aPp59++pbY1wMPPPD2228PtK+HHnroltjXo48+Osi+RowYgfb12GOP3RL7euCBBwbZ14MPPvhj7OsH/de4ceMG2ReWsGXLluzM7B8I+TbUtXy4dt2UKVPc3NyCgoJcXFyefvrpiRMnjh07Fr/7MWPGPP/882PHjn3yySfRWiZOnDhhwoQxY8agAEqOGTPmqaeeulbgiSeeGDdu3PPPPz9I4Omnnx47duzzzz8/btw4/DB27Ninn376mWeeGTNmDHYafPS4cePGjRuHj0BnNlDgueeeGzt27BNPPHGtwFNPPeUsGUsYO3YsahO71FNPPeVs3RNPPIF1mzBhwiABLNnZ/IEC2HxsHfbjsWPHTpgwYfz48aiWJ554wvmIp556ylm38ePHO/XjVKCz+dhpUACbj494+umnv1eBKIAKdNbtegocJPBjFDhmzBgUQAVOmDDhx3cPpwKv7R7PPvssNv/a7uFU4MDu8eMVOFBgkAIH9p9ru8dABTq7x7hx45z6+d7ugc2/VuB63eOmFHgD+0IFfq99oQIF+xrUPQbq53/WvgYpcGjs61oF/lrsy9mK3/3ud0ePfMNz/I0canlZ9fGjxwBgwYIFkyZNuueee753174AAQIECBDwP4uRI0euXOEKNw75lpdVf3P4CAB0d3d/8skn/+///T+z2cyxjK6nSdlY0FedqWoppTmeomny+qBp2qTq1XXVUxRFUdQNJAeComjCYdd21Fr7VfR3y6comuFB3VqmqM8jHPYbP/3HPIkFoBlWLxXpe1spmibJH1VJhgebqV9Wka6XtNEMc/3iKYqi+8XNRkUP/fOqStG0w2bRdtYp6vP6qjO0HTUswI9XKYKmaZNKou2sw7r9yL9iAcxqqawiVd1axvBA0ddt7zWVpiia7hc3Gfq6fmbzBQgQIOC/Dbjv6YEHHvjAY/UPO9Qjh45wPAcA586d+93vfme22kibOX7lI/lfvdMc9nXm9tcaQvdTLEeSFM0DA0AxHEEQNA8kzRAEQTEcANQF705e9yRJUiRNX0eMJSmKIAiau/oriuEsenX0ovva0wJ4AJSkeSBIigVojTuVsXVKW9xJh93GAjADymEGCJM0Q3NAc86/JQmCGFBVliBIBkBWmUYxTOHBpbm732IASIoeIECQNPttCQSJib0Uw9iMmtw9b5UcXSOvzeIAGACaA/wtzQEDQLE8Po5i+bRNz1WcXs/BVQFsIFYVa0VzQDEsxfIUy10VYHmK5SmG+7ZYHvp7W68svKf0hEdT6L70zS91pAcxHH9VjSSJpWGr/1NhwqlnmgOKZjmAhkt7k1b/i3A48IvABzlrRbNAMazzoQRB0CxrkLWnb36p2n97xqeTW2JOMAAESX37OP77G45qZAEytk4uO7mGc+r22u+LpAgBAgQI+LWBoiie53+sQz165BsA+OSTT5577rl77rkHHWrsshGdWSEAUBvkmeA+mmQYhgdNR628Ltei19As6LqbLHotSVEmtdSo6FaLqsSF0TjCajrr5HW5ln4VzYGup8nSr6IZ1mbSkyRJUpRe2m5SSUiSRIcas3R4Z+YFmnL0S9psZqO6vZoBsOhVCe6jC75exANQNKtsKlY0FjrsNoqmzVq5pqNW0Vho1in7JSK71azpqDXIu63Gfk1HLc0BRVGEw6FoKFA0FtrMRobjWmJPxq0YpW6vUTYVSStSaZomaVbVWi6vz7eZjTTDmrUKg7zLatBqO+v+41NJmuc7Mi6EveUiq0oHAKNS0leboxO3MAAOh10vbVc2l2o660iKuupQP36h8szGqw7V4aA5sOjV8rpcrBVJkv2SNquxv7+31axT0ixHc7xJLdNL260GrV7aftXp8tDf2xo1/0+q1nIAKNi3IHvnmyxAf2+rRa+xWy26niaHzWrRqQzybku/WtvVgPXRiVvsFpO2q95mNjIsqxZV9RREESSp7+u06DV6WYdRJaE5oFnO0q/WiVtsJn2/pO1qd2E4m0GbvO6p+kt7AcDQ1xX7/qiunMs0Tep6muxWi0Wv6e9tRfes62nuq80xqaUMDzazQdfTrGgsNCh6pJWp8oYCmmEIgrj6fdmsDA82Y7+8Pl/dVkHSV9+oBAgQIOBXhJ/iUNesWePp6fnHP/4RHWrc+6NEyecBoCZwZ/LaJxiA1njv7F3TqwO2534+W9tZH7tsRFfOZQCoOrc5a8frTZFH0re8TPMgSjqfs/PNmsDPcnbP1HTVx70/qiv7MmExZO98ozHiEA+Q8cmkcq+1HAA61NhlI8RFMer26isL/lp38fMczxmtcafUovL4VY+kb37R0NdVfX5L4dcLiw8vLznmRpNE3cXPY5aNaLj8VV9tdtz7D1ad/6T4yIq45Q82hO7P3DqlIy2Apun2VL/GsK9LT3gU7JtvUksL9y+MnHdXb0l8xekNBV8v5Hiou/B57uezy7zW5O+dT5j17Sl+MUtGNoYdyPj03925oTTHkyRF0XRN4M7IeX9sDD+o62nI3PpKtd/WjC3/7i2Jdzjsie6PZXtO70wPpBiGpGiK5dM3v1TpswkdKsUwRnlnzq43K89+lLVjWlu8NwOQ8em/czxnVPt+muM5w6pTmFTirB3TagI/y9r2ao7ndJwLXp2hLvhrX002ABTsX5D/1TsUy8evfKQjPahfIop6708GebcoxTdm6YMNYQcytrzcWxzvcNgT3P9ZfGRF2cnVhQeXkDZLc/SxtI+eo3nI+3JuxpaXa4N2ZW1/zSjvtOnVuXtmVZ3bnPv5nLSPXyBJiqQoiuVN6r6o9/7cWxTHA5AUneA2uiX2pFEhjnrvz/0SUUd6UPzKRwiK6imIytz+Wu2F3Znbphh6mzWd9VcW/LXkG1dFXXbBvvlV5z5hGLrCe33xkeWlx9zKvNYYepvzvni76vwneV/MqQ3aRTEMvjcIECBAwK8FN+dQjxw6wvO8SCTasmXLnXfeiQ41cfW/cjxnlJ/8IHH147KqdA4g5cPxZSdX63pbLr3u0pMXKUo8l7ntVXlNZvLaJ+R1eQ2h+5M/fIoBSP/4xZJvXPul7ZffdOnKCulID8zaMU1amRb13l8K9r0nLopJWjNO191EMcx3HKqoKmLunfK6vOaoo/GrHuUAsne+We23lSDJiLl3KhrytV314XN+bzHoaoM9Uzc+ixOpqPl/6swI7i2Jj5x3t7anseL0hvSPX6JZ1igTdaQHFX69KOLtP2i76sXFcfErHmIAig4ty/1iDs1B7NLhHemBNqM+bPb/6cQtnRkXot67Vy/rKD7yPs4ICYJgADRd9VHv/dWq1zRHH4tzfQgA8r6cm//VuyTDxi69vwHK/g0AACAASURBVDPzIgAQhANnqAMdKgvQnRMaOe+PNEBt4M6UD59iANI+frHwwGKTShI1/8/yurzekrjoRfeZtYrcPbOydkz91qFK2mKWDi88uKTkyPLkdU/pepocBBG34sGOtMB+iSjy3bsM8m5R0tkrC/9ukHcX7F+A9Ylb8VBtsKe6vTr87TuMSklz9NHE1Y/TPOTueSt7xzSLThWz9P7u3DBlS1nkvLsM8p6Sb1ambJjgdKhmjTxmybDunDAAoGgmwW10W6KPUSGOfPfufomoIy0wbsWDFAt5X7yds3umUSUNn/1/LbFeemlH5Lt39UvbASBjy8uVZzba7baod+/uzLzYkxcR9pZLV05o5Lt3l57wUIuq5LU5JEkKDlWAAAG/LvwUh8rz/LRp0/70pz9dnaGueLAt0ae/pzHlw/Edqf48QObWKemfTGoK21/tv92k7JFVZUYv+Xt3bljkvLtsFlNj2MGU9eMZgJxd09M+er4pbH+1/zZDX4eiqThy3h+LDi9rijhUfX5Lzq7piavH0AxPUvQgh3pl4T12i6kx7ACWk7V9aqXPJofDfmXhPX01meq2yqj5f7YadXUX9qRufIYB0Evbryz4q66nSVwcG7N8BM1D2cnV2Tvf5ABaoo/leE6XlKdEL/m7truxMyskbvkDNAfFR1bkfTmX5iB+1SOiFF+zVhE57y5db1tHelCC2z9YgMIDC/P3znc6VGVLadR7fzEqelvjvRPcRnMAeV+9U3hwCUkzOINH9/kfh/pi1bnNAECxPAfQkx95ZcFfCZKsCdiR9vHzDEDqxmcaQvfbreYrC+5RNhVLypKiF/2N5qHGf3vG1snfmaEuvEdamaaoy0n8YKysJpOkmdjlD3RmhRjk3VHv/dkg725L9Elc/TgHkPfF28VHVpA0E7f8AXFRjE7cHPXeX0xqWXP0saQ1Y2kecnZNrzi9gWb52KX3i4tiVG0VUe/e7bBZW2JOJq174luHqu6LnHeXpCzJpldqO+uT1oxriT1pVPSg9+3MColf+QjF8kWHlyetGdcYtr/ab6umo1rTVR/13p/V7dU8QOa2Kfh9xS4fWXhgSePlvXUhX9itFkVDXsH+BbHL7hclnxdmqAIECPjV4eYc6jeHv+GBDwkJ8fHx+f3vf2+22kirKXLeXa3x3gDQFHE4eulwm1mXu3tmydGVRkV3udea/p5Gu16Z98Wc6CUPVfhsYmmqxn97/MpHGIC8z+cUHVpqUonLvdbquuocRk3u7plBk1y6si4Wfr0oeLJLe1oAzXEErqH2qyLm3tmdF65qLQ+d6WLRqeou7MFyUjc+W3rcnSAc8a4PtSWc6cy8GLP0frvZUHV+S4LbaAagv7ctdKaLqrW8Oy88fO4fCJIsOrQs/ZNJDEDi6n/VBH6maim7PN1F3V7dWxwbvehvJk1fwb73snZMZXhIWT++JnCnrCrjysJ7DH1dbYk+V977K8VC7p63Bs5QFY2Fl2e46GUdnZnBse8/0C9py/h0crn3epKio+bd1Rp3aoBDheR1TxXse88k79B2NZAOq6w8+cqCe9SiyuIjy3M8pzMACe7/rPbdajP2h85ykdfmyOuyY5eP6M6PTFk/Pnf3zKsOFUDX0xQ68+rCbelxj7SPnrNbLSkfPl0btKvaf/vl6S6Gvq6WmBPRi++jOcjaMTV/77skzUTNu6sjI1jTWXt5hotRJWkI+zp2+QgaIGPLy0WHlpEkFTH3zq6cUF1XfcySv3dlX87cOiV980voUEmSIklHY/iB7B3TpJVphfsXpG9+0W7U6CVt0UuGdaQF5HjOiF0+kmK40hPu2bumm7XyitPrNe1V6vbqyzNcVG0VAJCyYQJ+X3ErHhQln1c2Flb7bVW3lJZ7r1U2l+R4zkhe9yRBECRF/8LGIUCAAAE3g5+yhjpnzpzp06f/9a9/NZktFGGvOL1eVp3JsKzdaqn23y4pSzJrFRVnPyrzWtMU9Q1ht3AAXVmXsj3fUTQVsRzXnRde7b+NZFijsrfq3OYyr7WN4QcdNgsL0JF5sTZ4D0USut7WkuPuRpWEYlmHw0FStNWkLz/1obKlTC/rLD3uYTXqxUWx1QE7KJatv7RXlOLHMIy8Pr/s1NoyrzXSyjSGYTqzLtUE7qRY1qTuKz3uoZd1KlvKyk6tcxCEKPl8Q+h+hmW13Y3lp9dXnvuk9LiHrreVJomG8AOdmRdFKb6NkYcZllV31JZ7ry/zWtOdF8nQtLQiteLMJpJmWmJPNl05RrOsw+GgWLZf0lZy3N0g76ZIoinySNmpddX+O6zGfrvNivpBSYIgSZppDD9YdnJNtd/W8tMb1B21NEW2p/iWnVpb4fORoa+LYtmawJ3deRF2i6n0xGp1ew1Nkc0xJ0WJZwoPLk3d9CzNg4MkSYY1qqSlxz20nfU0y5p1yorTG9SiKm1PU+XZjyXlyWVea81ahbQyvfLsZpJmm6K+aY0/TZBUxen18sZCg6Kn5Li7Ra/pLUus8v2UZNjGsAOi5PMEQZaf+rCvLo+hqfZU/5YrRytOb4x3+wc6VIfDQZAUA9AUdbTS56PyU2sqfDbpeptZlunODa8P+aI7L7zy3GaHw2HRa6r9t5edWld38XPSatZLO0qOu+n7OhmWrb/0pfP7Kj+1rvS4e3d+JGmztCX6lJ1aV+X7qaaznmIYgiAcAgQIEPDrwc3OUI/wPJ+dnb1s2bK7777bbDbz/0llZVmW4wEAeADnDwGA43jncdIo5vxwPTGOu3q2MQ/A/gccxw8s3HnC8sACB6bWDvz5oIpd7094AHzKtYVc/e/3PRRxtVb8d0rgv/snTgwskwNgB/3Jt3rgBhXS31WrbsjlAFiOG9guZwW+U3uA/yhycJN5APxbZ22vFXA+1ChpVdRkcBzHcdzA7wJBmPr13fXffez3fLncNa0brIdrNC9AgAABvy7goD1y5Miby0MNDQ11cXEhhZOSBAgQIECAgAH4sQ4V11CPHDkyefLkBx54ICUlBe9qwAtBeZ7HCyjEYjFe6Jibm4sCYWFheB8hCnR2djrvaywvLweAy5cva7VagiDwRjqRSBQfHw8A6enp1dXVAHDp0iW9Xm+z2Zz3ETqvG3Te12g2m81ms/O+PbyuMjEx0Xnf58D79qqrq/E6xvj4eLwO4sKFCwRBaLVaFCgvL3fet9fZ2QkAwcHBeB8hXsNSUlLivE4P79sLDg7med553WBhYWFhYSEARERE4H17P1M/JEnidZVDqZ+4uDjnfYQ/Uz94H+FQ6ictLQ1vw/j5+gkJCRl6/Tjvs/yZ+nHeFzuU+nFeKPsz9YO3eQyxfpzXwf5M/SQlJQ29fvA6z5+vn+zs7CHWj8FgwAtlf6X6wdbd3BrqokWL1qxZ8+c//1kikeBVcEqlkiAIAJDL5QDgcDjwtrn+/n4UwOvueJ5HAed1dDqdDu/Nwdv+OI5zCuBtfDqdDi+Gw9vsWJZFAYvFgrc5arVavJNPLpczDMMwDAqYzWa80kij0eBVeXK5nGVZ5413JpMJ7wV0Xigol8s5jnPemGg0GlHAeWGeXC7neZ78z42ABoMBL8ZTqVQOh8PZfIIg8D4/vV6P9wL+2vWDVxL+GvWj1WoF/fxS+kEBQT+/Xv309/cL+vkJ+vnxM9QjPM+XlJR8/fXXf/jDH4xGI8uyAEDTNMaO8SRDjuPwA8MwTgG89NUpgLfr3awAz/M/UoBlWaeAs24/KAAAP0Hges3HqLqgH0E/gn4E/Qj6+d/Rz02soeKf/fvf/x4xYkRCQgKG7C5duiSRSHie9/X1BYDu7u7Q0FAAyMzMLCgoAIALFy7gGwoKiEQinHSnpqbinDooKAgvfPfz8wOAlpYWvDw2OTm5oqICAAIDA3U6nc1mQ4GGhoaYmBgAiI+Px5hnQECAyWQymUwBAQEAUF1djUGtmJgYvCHZz8/PZrP19/cHBQUBQEVFRXJyMgBcuXKlpaUFBQiCUKvVKFBSUpKamgoA4eHhGBP29fXFNywMaxQUFGDMITQ0FK/A9fX15XleIpFg1CI3NxdjDpcuXert7b0l+vH39x9i/URFRTU3N98S/fj5+Q2xfpKSkjAm8/P1ExAQMPT6yc7OviX6CQ4OHnr9YNDv5+snLCxs6PWDQb+fr5/Y2Nih1w8GHn++ftLS0oZYP3q9PjAw8Jbop7CwcIj1Q5Iktu7m8lDT09OPHTv2+9//HqfJAn4b4P+zJdj54Xo//20IDMJPFvjvbJ2gn9stMAi/oH4E/Lfhx85QcQ113rx5y5Ytu/fee9va2jBaLRKJqqqqSktLS0tLS0pKrvuhtOS2CpSUlvygwI0reQsEblD5HxS4dfopKS2prq5mWVYqleJiRmtrK16Zhyv8Go2mp6fnl+x0AgQIuBXo6OjAhUyMtFksFpyx9fX1yWQyAGhvb8d1ShQwmUzt7e0AIJVKcc2vra3NZrNxHIcCBoOho6MDACQSCS43trW12e12lmVRQK/X4z4gsViMq4mtra0EQdA0jQI6nQ4nhT09PTcef7q7u3EptLW1laZpgiBQQK1W406irq4uXAptaWlhWdZut7e1tQGAUqmUSCTYfFzpbGlp4TjOZrOhgEKhkEqlQ6wfrPzNzVADAwOnT59+//33Z2Vl4RavyMjIkSNHTpww8dmJzz4z8RmBvzhfeP6FYcOGNTU1FRUVYcAkOjraYrFYLBbcn9bc3JyTk3Nb7FuAAAFDiOTkZPQcUVFRPM8rFIqEhAQAKC8vLysrA4CEhATcsIO7o6VSaVJSEgCUlJTgAB4XF6dWqxmGQQGxWIxbcIuKimpra1FAp9NRFIUrBV1dXbgFNy8vDwO2MTExRqPRbrejgEgkwnBrTk7OjcefrKwsdG/R0dF2u91kMmGsuLGxMS8vDwDS09PReUdFRZEk2d/fHxsbCwC1tbW44JiSkoKuNzIykmEYtVqNO5CrqqowHjuU+sHW3fR9qBERES4uLgO/1MmTJ18KudQmaqsX8EujpaWlpKTk2WefxU3hN4bFYmloaMBXvB8DhmFwY9tvBkajked5lUqFGwpuHwwGAz4IdzQIECDgN4mb2+UbGRn59ttvDxs2LD8/v76+HgBiYmIeeOCBhIQEvVEvV8hvK3X9un59P1KhVPTJ+wb+tk/ep1Qpr/5K0XeDcvrkfWqNWqH6jlifok+j1fzg3/6XU6vTNrU0TZwwsaa2pqKiAl8Ak5KSrFar1WrFly+RSFRaWko4iNDLoV4nvS5euIihmx+EvE9+7uy529gZhxynT5+22WyVlZW4+f42geM4b29vgiAqKytxE78AAbcEWVlZGJnEiZdKpcIM6ZqaGtwQlJ6ejtaNAnK5HKePlZWVmCSampqq1WpZlkUBiUSSlZUFAOXl5Y2NjSig1+spisKNQmKxGOeXJSUlGAVNTk42mUwOhwMFurq68G2+sLDweuMPzi8LCgq6urpQwOFwmM1m3OvX2tpaXFwMALm5uRgcTkhIoCjKYDDg7LCxsRHnl1lZWRj7TUhIYFlWq9XiZqX6+vrKysqh1A9N09i6m8tDffvtt+fPn3/fffc1NDT09vYCQHFx8T//+c/o6GiVRiXuFd9WFhUXJSUnJSUnJackS2VSqUwq7hX3Snp7Jb3iXnGfvK+7pzspOamjs0MileCf4K+cxP9KpJL6hvr2jnanGP6qrr6uq7tr4J84C/9BXiv508r5mZQr5HX1dRMnTKysquzs7MTOVF1djcc3Yx+Sy+XNzc2XL13u6+sDAJ1W5+/nT5JkampqbGxsu6i9tbX18KHDly9fttvtDMPk5+V7e3v39/erVKqzPmd5nm9ubj548GBYWJjdbgcAACAIIjc3d9/efYmJiSRJkiSZmJi4b+++3NxcmqbtdnvIxZAjh4801DdwHBcXF4cGlhCfwDBMTHRMfHx8cHBwn6wvMDAwKSmJoiiCIGJjYvfv219dVc1xnNVqDQoMOnb0WEtLi3NfhkajOXP6zJnTZ3Q6HcMw0dHR8fHxAQEBuKRRWlrqrE9jY2NkRGRRUZFer/f39z927JhSqWxqbFq6ZGlOdk5eXh5GnM6dPefl5YVLIzHRMYkJiefPn7darRzHVVVV7d+3PyIiApdkAMBut6empu79am9WZhZN0xUVFVGRUWVlZVar9fy586e8TqHyAYDjuFNepwiCSE9Ppyk6NTU1OTnZ+5S3Sqnieb6rq+voN0eDg4PtdjtN0/n5+fv27YuPjydJsqWlJSIiAsNfAgRci4aGBsynxPik0WhEN9DT04MLmXV1dRhVQgG9Xo8Toa6uLgyW1tbWms1m7OEAoNVq0U90dHSgr6qtrbVarQzD4Oih0WjwNAaRSITLkDU1NXa7naIoLEGpVKKjbW1tvd74g8uNLS0taGvV1dUURdnt9pqaGgCQyWToiZuamjDntaqqimEYq9WKAhKJBBcyGxsbMWO1qqqK4ziz2Yxh2N7eXnTVQ6+fm1tDjYuLO3Xq1O9+97uBkauXXnopIiLitjpUWZ+sqbnphRdeWOW2apXbqhUrVpw4eUIqk+K0TKFUyBXyXknv/v37P/jgA1G7SKPTSKQSnIwqlIpeSa9EKnFOavUG/QcffJCcnKw36Pvkfejw5Ar50qVLS8tK8SfonLBwqUwqkUrUGjX+VyKVYGlyhVytUUukEqlMiv+VK+TiXrFSrVSqlPj0geXI+mQ94p6hcaj4DngDHD121PnZy8uLIIhDBw+FhoYSBFFUVGSz2UpLS+Pj46VSaXBwsFwur6io0Gq1/n7+Vqv1zJkzVqs1Pz8/MiISS9BqtKUlpVarNT4+vrKisrSk9MqVK1artbSk1Gw2h14OLSsts9lshQWFNE2fPHnSYDAYDIZTXqcYhvn4o4+rKqtaWlo+/fRTeZ88+kp0Q0NDfn5+Wmqa1Wr18fHR6XQXLlyor6u32WyFhYXOvufj4yOVSqVSqe95X2c5tTW1MTExCrkiwD/AarXGxMSUlZVVVFRs/XQrGqRMJsNirVbr8WPHjUajt7e3xWIJDAjs6OhQq9Vnfc5yHLdly5bi4uKWlpawsDCtVuvt7W2z2ZqbmnEsAACZTFZRUWG1WsPDwltbWzPSM3bv3k0QRGBgYE9Pj16vP3XqFEriDJUkSXSrhw4eigiP0Gg0586eIwgCZ8nV1dWXLl2yWq0lJSVWqzU5Kbm4uLiutu6TTz7BIUOAAAH//bjpPNRXXnnl/vvvT0xMLCoqAgBfX9+///3vcXFxt9uhlleUL126FCttd9inTZsmahcVlxQvWrRohesKUbtoz549o0aNiomNOXTo0L79+0rLSs+fP79s2bJDhw6hu/X09Fy+fPnZc2ctVsuaNWt27NixdNnStPQ0/K1cIV+wYEFJaQl6QYVSkZCYsGTJkg0bNnSLuwsLCz///PPNmzd7enrK+mSyPpmnp+fmzZs///zzwsLCbnH3hg0blixZkpiYqNVp9+3bd+DAgcWLF5eVl2m0moTEhKVLl65du7a2rlbWJxsah1pfX5+ZmYkvdEFBQZgHhllcdXV1UVFRvud9nZ3g5MmTNpvNz9cPX9YkvZIz3mf27t0bHx8vlUjxzC0A6JP2+fv50zS9beu2sz5n9+3dl5WZhb/ieb6+vv6U16ldu3aVFJdYzJaYmJjDhw831DewLKtWqy9euHjyxMk+WR8AnDlzxmg0Go1G9CgYRm5saIyIiACAmJiY+rr6kpKSbVu3nTt7bt/efSaTSaPRBAYEnvI6NTA6jY7QYrH4nPFxOBz+fv5YTmRkpL5f/8nmT86dPffFF1+I2kSlJaUYyWEYJjQ09MyZM1999RXHcefOniNJ8ty5c1ar1fe8r0ajoWn6tPdpiqJ8fHwAoLOzMzAwkKbpgoKCI0eOpKWlOe9m4DiurKzslNepz3Z81tXVlZWZhWGoU16nDh446OXlddbnrFMSHeq5s+fsdrufr5/ZbLbb7adPn2ZZ1nOX55nTZw58fSA2NpZl2cbGRi8vr92euysqKmqqazCEJUDA9yIiIgJnWgEBATzPS6VSPJwvLy8P87wvX76M5wRgFml3dzcezpeVlYXv3CEhIZhniQLt7e24+yYjI6O0tBQALl68iHmWmCTa2tqKm49SUlIwDz44OLi/v99ms2EiZmNjI24dSkhI+N7xp6amBsOn8fHxONsLCgrCPFQcaiorKzH2Gx0djZPdgIAAgiA0Gg2mmZaWlmLkNjIyEjfl+vv7Yx4qppkWFRVhYHYo9YOtu7nbZmpqaj7//PM777xTo9HgapBSqZwwYUJUVNTtdqj1DfWTJ0/++uuvDx06dPDQwa1bt4p7xcuWLSspLUlITHBzdyssLJw3b159Q/0///lPP3+/6JjoD9d/aDKZNm/eHBYedvTo0d17ditUiuMnjrd3tK9atWrhwoVl5WULFi4QtYtwsrto0SJ0qPi4BQsXNDQ2eHt77/LcVVxc/Oijj2bnZHt6egYEBgQEBnh6embnZD/66KPFxcW7PHd5e3s3NDYsXLiwo7Nj8iuTP/r4o/SM9BWuK1paW+bOndsmaktISPAP8L/dgXGnQy0tLbXb7XiHAYYsMCQCACRJGo3GsLAwDJtIpdILFy6QJOlzxker1Vqt1pMnTlosFq+TXtHR0b3i3gsXLnAcJxKJVCqV73lfq9V65MgRq9Xa3d3dLmpHwxa1iXx9fQ0Gw57de4qLinU6XU9Pj9lsPnf2XE93j0wqU8gVFovlxPETDofD66SX3W53OBw+Z3wIgjjldQoAGuob0BiuXLlSV1eXnZ0dFxuHUzeHw4F79E0m0/Hjx50XMxw/ftxut9vtdq+TXjRN79m9p6+vr7OjMzQ0VCFXeJ/yttlsGFbKz8vHBZ4A/4CWlpbKisqdn+1kWfbM6TM0TeOEG0PHPM+fPHGSoqiTJ0+i/QQGBpIk2dbWZjabExMSsRwAqKqqCgkJ0Wg027dt7+joyEjPQBP18vISiURGoxFDQADAcdzJkydJkjxz+ozdbj/rcxb1jAurhw8ftpgtUqm0rbVNIpGcO3fOaDR++cWXpaWl1VXVODYJEPC9sFgsuJ8OTZthGEwCwQvFUAAjOihA0zQKoAE6BXieRwGKovC0P7vdjocNmM1mlmWvFbDZbAMFBg4vToHrjT+4ZWGQAMuyKEAQBApYrVaKolCA5/mBArjYNEhgYPNRYOj1c3N5qMuXL//oo4/uvvtu5yGKfX1948ePHzKHeuLkiZUrV7788su9kl6NVvPaa68tXbYUTxhuam56//33W1pblixZYrFaYmNjn3jiifUb1k+ZMiXqSpRIJPr44489VnvExMY4CIe7h3taWppSpZw3b15rW+u1DrWmtmb+e/ONJmN4ePjmTzZn52SvWbMGAL786kufsz4+Z32++PILANi0aVNWdtbmTzaHh4cbTcb58+c3NTetcF3R1d1VU1uzYMEClVp13vf8ylUrt+/YPgQrqQMdqtVqxT5hMBjwqC3c0OtwOCwWi9VqjYiIOHjg4KWQSzgxDfAP0Gq1DMPk5uYGBgSePXs2ISHBbrfHxcZ5e3u3t7frdLrgoGCGYfLy8k6ePBkUFCTuEaNhm83m+Pj4SyGXTp44WVlZqVarQ0JCjh49mpiY6HA4erp7/P38vU95F+QXsCzb3NR87ty5I4ePnDl9hmEYnFm2NF89gSUxMbG6qlqj0Vy+fPnYsWNJSUkEQXR0dPj5+vmc8SkpKXHOEZuamnzO+Pic8WltaaVp+sCBA5cuXfL19e3r63M4HMnJyUe/OXrp0iWNRlNSXJKRkQEAXV1dfr5+YWFhXie9AODggYNZWVmXL102m82dnZ1nz549c/pMfX09x3Hnz59H+bDQMIIgEuITjh87funSJefKaH9/f1RUVFhY2NGjR7u7u/Ny83AnhUgk8vP1O3f2HL6/AwDHcb6+viRJBgYEOhyO4KBg58kyuNZ75vQZfz//np4egiCSkpJCQkK8TnpVV1fX19fjLgwBAr4XJpMJPQqaNk3TaMs2mw3HZ6PRiB4FBSiKQgGr1TpQgOd5FCBJEncJWK1W9ElGoxE9yiABi8WCAji8cByHAgRBoGsxm83XG3+cAuiTDAYDOtSBAxS2Dj0ubpJnGAYF7Hb79woMbD66vaHXz83dNvPFF1+89NJLo0aNGvqQb0VlxcKFC602q91h/3D9h4mJibp+3fTp07NzsouKisLCwiqrKhcvXtzc0jx//nxdv+7ixYtLli4R94pDw0KLiosqKipS01K7ursWLlpYVl62dt3a2NhYqUz6zjvvOB3qggUL6hvqTWaT0WRsaGyYPWc2QRJRUVHrN6zPyc1ZtWoVD/yez/ecPX/W65TXgQMH+vX9r7zySklpyfoN66OiogiSmDNnTnNL8+w5swMCA9o72ufOnSuRSuIT4lvbWr1Pe6/fsN5gMgyNQ62vr8/IyLhxyIWiKKlU6tx3ShCE01fhZgHsixRF4dYAjuOcJ2T1yfqc23MQNE1r1BrnX9lsNplU5lzvNBgMuAcKoVar5XI59kgsk2VYtA2KomiKxi4rk8mcVerv73c6MydUKhUGgc1m86lTp+wOO6aKAwDDMDKpDK0C88rx5xqNhiAIPIfTYrGgyeFyhkajwYZ/WyuWxQ8cx+Hi68CnEwSBj2MYhqZpZ+7NwHKckjzPO//lOA4/4G/lfXLcOoFFobZpmmYYxlltAQKuRXh4+C8V8nUeffrfHPIdSv3cXMjXmYd68eJFFxcXdsAd0ZMmTRqCTUlV1VVLly6VyqRqrTouPm7r1q2yPpl/gP+qVatWrlwZFh5WU1vj6ura3NK8bNmyPnlfc3Pzjh07tmzZsmnTpobGhsLCwg8++GDz5s279+xWKBUffvhhQkKCVCZdvHgxOlS1Rv3OO+8sWLBg1apVK1etjI6O9jnr4+7hvnLlypy8nNTU1DVr1rA8u3ffXi8vr86uzu3bt3+287PJkyensl9wNgAAIABJREFUp6fn5ueuXLnS3cP96NGjao363XffXbFixfLlyy+GXJQr5Pu/3v/hhx96eHgkJCYoVcqhcag/uCnpNwaapp3bhQQIECDgF8HN5aGWl5e7u7vfc889tbW1mCFUUFAwevToIUib6e7prm+oF/eKe8Q9SpWyorKiR9wjV8jT0tOysrNUalVXd1dDY0OPuKe+oR5lmluak1OS6+vrlSqlSq2qrKpMTknu6OxQqpQNjQ0dnR3iXjEKi3vFEqmkprYmPSM9NS01NS21salR1idLSU0pLCrUaDXtHe2NjY1SmbSltaWjs6OxqXHPnj1ffvXlxo0b8/LyDCZDYVFhSmoKbgaeN29ebl5udk427uwVS8RYjlqjHrJdvlVVVc597RUVFbhtHd8oZTIZnmAiQICAXzVqa2vxcD48p95gMODKfWdnJ54xVF1djaFI3DHX39+PiSXt7e04dauqqjKZTLjDDgA0Gg0mlohEIswbqaqqwnVEfIRKpcLEktbWVswbqaiosNlsFEWhgEKhwHlnc3PzjcefpqYmPL+2oqIC02ZQQCqV4sS0oaEB40/l5eW4uonZpWKxGI8YrKurw9MNy8rKOI4zmUyY3NLT04Mz16HUD1b+pvNQp06dOmLEiIKCAjx3KjY2dtSoUbExsbfbofZKep0JLeJesTPdRaFSKJSKgQL4b4+4R9YnU6i+TVbpk/cpVAqpTIq/wiTUQWUqVAqkVCbFwjETRiKVYDlSmVSj1WTnZHvu9vTc7Zmeka7RatC1K1RXM2ouX77cJmpTa9S9kt4ecY9EKnGWc7vpdKg1tTWVlZXYq5KTk3HNAAMp7e3tGK4XIEDArxrZ2dm4DoKnCqjVatwrUFtbi+HWjIwM9Em4mU4ul2MstKqqCv1iWloaHlyAAlKpFM9tqKiowHzTtLQ0PNgBR4/e3l5MjC4tLcWYUEpKCh7sgHXo6urCe1qKiopuPP4UFhZitmhycjIurOKOgdbWVjw4MC8vD50W5qYbDAbc9N7U1IQOMicnB08WTExMxIMd8FjEhoYG9KxDph+aprF1N+FQeeD9/PzOnj076OjBf//73zGxMRabRa1R/y9QpVYZjAaKpiiaMplNKrVqkIDVbtXqtL9I3YwmY5uobeKEidinBQgQIEDAkOHm8lAZhpkxY8awYcMyMzPxFeDy5cv33nvvgf0HLly44C/gl0ZQUND5c+f/9fi/qqurCwsLMbQSFRWF+Zq4jba5uRnfwgQIEPCrRlJSEk7RIiMj8fB3vGq0rKwMt8zEx8fj4e+Y5C2VSnGmVVxcjOHT2NhYPPwdBXp6enCmVVhYiHO4mJgYPPwdR4/Ozk6cJubm5uIc7sqVKwaDwW63424dkUiEs8CsrKwbjz+ZmZl4IlJUVJTdbjcajbjdqaGhAXcMpaWlYWpfZGQkHo6PB9DX1NTghCE5ORlXHiMiInA3H+6Hqqqqwi33Q6+fm9iUxPO8WCxev379n/70J5FIhPsYW1tb33jjjTdef2PKlClTXpkyZcqUV6e8OuWVKa9OeRV/gv/99sP/jMAv8uhXXnll6tSpkydP7uzslMlkeMiOSCTCba7YfbVaLR4bKUCAgF81urq6MAUF1xStVit6ILlcjqHOzs5OzDBBAUwPA4C+vj4cwDs6OvB6MhQwGo0YhpXJZBgLbW9vdzgcLMvi6GEwGHBxUSKR4PqlSCTC69uwhP7+fozT9vb23nj8EYvFuMApEolomiZJEgU0Gg2uzuKJY1h5lmUdDgfGkFUqFbrJrq4uzHJpa2vD69uw+UqlEnMKhl4/N7eGumnTpr179/7hD38YdMY3z/Msx/LA8zzPcRwPPGby4gee//bnNyfA/xQBjv9uyT9BgPtJAjdo3Q8K3Dr9OPNMBAgQIEDAUOLmDnZYt27ds88+++CDDyYkJOCk+9KlS7iVy9/fHwDEYnF4eDgAZGdn48pzSEiIUqnkOA4FOjo6MDKQnp6O+6YuXLiAU2ZMY2pra8Nb8VJTUzGqHBwcbDAYHA4HJkI1NTXhpXeJiYm4IysoKAhDCpgJVFtbi9P2uLg4XDcODAx0OBwGgwHTmKqqqjBqERMTg+8dAQEBFEXhmbEAUFZW5sxzwjcaf39/juOUSqUzzyk7OxsAwsPD8XUMWyeTyUJDQwEgPz8fr1wIDQ29JfqhaRqb/+P1Ex8fj1va/P39MQ8MH1FdXY1xDwECBPyqERYWhvNFPz8/nuclEgkOULm5uThAhYSE9Pb28jzv6+sLAN3d3ZiImZmZiQP4hQsXMM8SBUQiEQ5QaWlpuDMoODhYrVYTBIGjR0tLCw5QSUlJuDMoMDDQeVAJADQ0NOAA9YPjT2xsLO5s9ff3xzxUHMEqKipwAI+KisKgsZ+fH0EQarUaR/iSkhIcwMPDw3Fe6Ovri3moOIAXFBTgUaNDph+SJLF1N52H6uXl9fvf/x53EgMAnrqEHwCnqiwLADjBuq0CeDyH8+fOD3joxi9bt/8GgR/UjwABAn7V+FWPP//Nlf/JAjexKYnjOZVKtWvXrrvuuqu3txej23K5HMO/GNS22+0Ym9bpdCjQ19eHB8SggNVqxdwjrVaLCUB9fX0kSXIc5xTA4LVGo8H4uEwmoyiKZVmc6pnNZgxeq9VqPKxHJpMxDMMwDAqYTCY8a0alUmEAXSaTsSxL0zQG1o1GI0b/lUolnn0jlUo5jiNJEgUMBgNG/xUKhVOA53mCIFBAr9fjETnO436w8g6H4/+z997BbSVX3qhcLq/Xu16v17W2d+0qV+33vLXvq/WzPfasLe+MPev1eJI0GokUcwZzziSYCRIkwZwJ5pxzFEkxU6RESYxgBCNIEIlIJDLuvUC/P5qCOBwNxYChKA1OnVJBYKNvn9N9+9d9+pzTUHwejwePB7SoHyidFvWjIx3p6LUmBoPxZfOPZoK6svPPF+dnWEAoFMICTCYTHnCee36+fP2czeR79+7dt99++yc/+UlXVxc0SNbX19PpdLVaXVpaCgDY2tqCjlhDQ0PQjaqmpobJZKIoCgusrq5CR6y+vj4YCQuvx5LL5XAzvrKyAvf7vb290KJbWVnJ5/OlUml5eTkAYGFhAQYVdXV1QTezioqKg4ODg4MDuFufmZmBBoH29nYYIFxeXi6VSgUCAUwrNTU1BQ0CbW1t8JS7rKxMLpfv7e3BAhMTE9Ag0NTUBM+oS0tLURRlMpnQ12t8fBxadBsaGuABe2lpqVqtptPp0FFtdHQUWnTr6up2dnYurh+FQgHF16J+dKQjHb3W1NjYCOefsrIyOP9AX9PR0VGYK+3c809/fz+cf6qrq4/NPzBxYE9PD7Tonnv+6ezshPMzvHpZIBDA87KpqSnoJ9za2gqP5M46Pz98+BDOz5emH6VSCaU7m1NSVFRUamrqN77xja9qgOhIRzrSkY509HrS2eJQhULh3bt3v//97z98+BCuHUZHR+HeGS4Z2Gw23JnNzc3BPBrDw8N8Ph/DMFiAwWDAs9zp6Wm4OxwcHNzf30cQBBag0+nwrHtychI6KA8MDIhEIrlcDlNU0Gg0uDR48uQJDEIaGBiA13jB6KWNjQ3orTMxMQHdr/v7++VyuUgkgjk+1tbWYAjRo0ePoImgr68PQZD9/X1YYGVlBeaXGhsbgxv8vr4+DMP4fD48qV5cXITptUZHR6F1Ajaey+VC8efn5+Fx+sjICLROXFw/UPzL1M/Dhw+hHeM11Q9cvV5cPwMDA5evH+hPd3H9DA0Nvb76efDgweXrB9reLq6fx48fX75+4Mbr4vqZmZm5ZP2IxWJY4OL6WVpaunz9wMafLQ5VIBAYGhp+//vff/ToEXSvevDgAQRUWB2bzYbPo1AoEHFHRkbg9T2wAIPBgP0xOzsLHWiHh4ePNohOp8P+mJ6ehg5aQ0NDIpFIoVBAbW5vb8P+mJychB62Q0NDsMPgNn9zcxP2x5MnT6Dhe3BwEN7SB9W9vr4O+2NiYgIC6sDAAOwwWIBKpUL3s4cPH8IOGxgYgLcLwf5YWlqC/TE2NgY7DDaey+XCgOKFhQVozdCifqD4Ov2cXj9wwXFx/QwNDb2++hkZGbl8/cDDiIvrZ3x8/PL1AxccOv1cvn5ggYvrZ3l5+ZL1g6IobPzZTL4EAkFn8tWRjnSkIx3p6It0Zqek3/72tz/5yU86OzshktfV1a2vrx+IDjIyMkRi0RxlrqioSCQWtbW1dfd0i8Si3LxcKpUqEApggampqZKSEpFY1NTc1NfXJxKLyGTyxsYGl8vNzMwUiUVPnj6pqKgQiUUNDQ1DQ0MisSgnJ4dGo7HZ7MysTJFY9PDhw8qqSpFYVFNbMzo6KhKLsrKzdhm7u4zdrOwskVg0OjpaU1sjEosqqyofPnwoEosyszLZbPb29jaZTBaJRUNDQw0NDSKxqKKi4snTJyKxKDMzk8vlbmxswAJ9fX1NzU0isaikpGRqakokFmVkZAiEAiqVmpuXKxKLunu629raRGJRUVHRHGUOFhCJRItLiwWFBSKxqLOrs7OrUyQWFRQULC4uikSii+qHx83Kyrpk/ZSXlz9+/Fgr+snMzLxk/dQ31A8ODmpFP1nZWZevn46ODq3oJzc3d31j/ZL1U19frxX9FBcXX75+ysrLtKKfquqqy9dPfkG+VvTT3NJ82frZ2c7JydGKfnp6erSln7y8PJhuKTs7WyqVzs7OQhfXtrY2aMrOz8+n0Wgap9qzxaGy2eygoKC//du/pdFo0GmYRqPFxMZkZmYGBQWRyeTk5OTQ0FAymRwVFUUkEslkcnBIcGpqak5ODj4ITyaTExMTw8LCyGQygUCIiY0hk8nBwcFp6WnZ2dmwhoTEhPDwcDKZHBkZGRcXRyaTg4KD0jPSs7KyYIH4+HhYICIigkQikcnkoKCgzMxMTRtIJFJERASZTA4PD4+Pj4cFsrKy0jPSg4ODyWRyXFxcZGQkLJCQmAALZGdnp6WnwQIxsTEEAoFMJoeFhSUmJpLJZHwQPicnJzU1NTgkmEwmE4nEqKgoMpkcGhqanJwMC5DJ5JSUlJDQEDKZHE2MjiZGk8nkkJCQlJQUTYHXSz9h4WEJCdrRD3z0JesnNi72NdZPtPb0k6bTzxn0AwtcXD8RERGvQD8hWtJP1GXrJyMjIyg4SDv6idGSfnLJwSHBxBhiTFyMk4tTHCkuJDTEzcMtjhTn7evtH+gfR4pz83Dz9fcdGx+D1umzxaECAFJSUr75zW8KhUIYx7q/v5+WlrbP3cfkmHRfKt2X8jl8Fp11wD844B2w6Cw+h7/H2GPvsgUcAXuXvcfc43P47F02j80TC8V7jD0+h89hcF5YYI+5J+AIxAIxe5fN2eXAAlwml88+LMBlceEPOQwOh/GsAIvLY/PYu2w+m89lPiuwy+EwOLDm5wU4/D3m87Yd8A+EXOHRAjw2j8/mS/elB7wDNp0NW8veZfNYvBfW8LzxLB6PxWPvsgV7AhFfxNnlyA5kx6SDBU7QD5TuBP18TvyvXj8vLXAO/XxpAZ1+Ti6g049OP2+cfo4XOK9+vrTAGfXDYXD2mHuTk5M7OztsNntnZ2d3d5fFYu3s7DCZTAaTAfOl5+Xndfd0ny2xAzT52tvbH0s9CJcwc9NzNZU1pUWlLY0tIoGIz+E/efhk6vEUj33YJg6Dw6KzoFqhABwGZ2JsYntjG36j+ZK9y4YloV7mpufmZ+dhx7DpbCgzLHysQhadBf8Kv4R/ff7o3ReUPPpfTXvgT/aYe3A1wKKzKkorVhZWBHsCWB4W1jAsDyv8YuWMbcbjh4+ZO8z+3n7mDvPon47Ww6KzoHQ61rGOdazjq8AcBmdncwe6+55AJWUlTc1NMAz3bE5Jbm5uBALhaHJ8BEEaGhpsbWz19fTDQsIc7RzLissQGdLV3tV7r1eyL2HRWZurm3vMPQ7zcI22tbbF5/CFXKHebb2nj56KBeLtjW345VFAZdFZSqkyIiwiPjZeIVGw6CzmDpPP4e9s7mytbfHZfBadBXextHUan8Pn7HK4LO7W2pZg73CtwWFwNlc32btsLovLorMEe4Kt9S34/dF6oO74HD5szz5vn8fmba1tCfeEu7TdiLAIV2fXhbkF5jZze2Obz+Ezd5gCjoBFZzG2GYI9AVwT7PP2t9a2NKse2jqNtk4TCURzU3Of3fqMtk4rKSqB5bfWtp7XsydgbDPoW3T4XxadpWMd61jHOr4KzN5l72zuwAC/E6iwuPB+3/2zOSXBsBkajebk5PTd7353eXkZ+itPT0/n5eU5Ozrf774PAJCL5C7OLvc67tVU1VRXVLMYLHwA3tTENDY6lsflJcQl+Hj56N/Rr62qFQvFRgZGlBnKUP+QoYGhvp7+4/HHwfjgwb5BpVTpaO9IXaKicpQQQUgkJcrFchadxWPzpp9OW1pY3tW729bcts/d93DzCPALuKt/99GDRyK+qLSo1OCugae7Z1pymoAvIMWSjIyMwkPDuXvcovwid1d3U2PT7Izsfe7+zNMZa0trA32DyrJKuI3mc/iGBoZLlKWQ4BB/X3/9O/qPHjwiZ5N/9MMftTa1Php7dOf2HRNjk+kn08vzy7Y2tnExcTmZOd6e3jhrXEJcQk1lDZRLJBB1tXfp39E3uGsw9XgqJTHlZz/7WVF+UUx0DHuX3dPVo3dHT1OPg72Dl4eXva396tIqRH0d61jHOtbxVeBTAmpRSVFnVyeMojlbHCqCIPCC8fv378Ngo6qqqsTERDcXt6b6JhFfhMmxYHxwVXlVUkJSbk5uXk5eoH+g6EBUXlJO26A5OToZ3jVk09l6d/TWltfMTM0o05TqiurZydnpp9PmpuaFeYXxcfEtjS2+3r6MbQYiQ6Iio5LikyCgykQynDWuuaGZvkW//dntXdru9d9fT0tJe/jgoYW5xfL8ssFdAy6L+8nHn4QEhfT19Dk6OCoUCl9v37rqurTUtHffeXePvWduaj71ZMrezr6uum6XtluYX0jfokNANTI0Wl1avfHJDX9f/5XFFcO7husr6/p39NeW1/Tv6K8urfbe68VZ49ZX1n/+//x8fHS8qrzqt7/57e7OrrOjs7GRMZvO1rutt7KwUlFasUhZHB8dNzY0pi5SDe8ari2v3b51e3N184v1jA2P5ZPz8QF4pUT5ygeQjnWsYx3rGPILAXVjfQOGrmqouLS4pbUFZmQ8g8lXDdRkMjk7O/vatWtHq2tpabG3tW9uaBbxRQABwfjg8pLy9NT0lKQUIV8YHhpubmpeWliqkCs83DyG+4eVEqW+nv7a8pqZidns1Ozq0qqNlY2piekH73/AY/FMTUwtzS0ryyrlIrlCooiKjEpOSFZIFOxdtlwsx1njuju7+Ry+vp7+5uqmqbEpk858NPbIysJqibJkcNcAqEBHa0dEWETvvV43VzcAQFBgUG1VbWpyallJGQDA3NR8eGB4bXnN1sbW2NB4eGAYnkJDQF2eX8ZZ4+am5zbXNo0MjWjrNCMDo621rbt6d3dpu6NDozhr3PzsvLWVNQAgJzMnKjIKAODm6tbR2iEXyfX19KlL1PmZeQtzCyNDo9u3bm9vbJsam25vbBveNdxc3XxhPbnZuTpA1bGOdazjK8VfBNTNjc2QoJCkhCSYlB9SQVFB/0D/2Uy+8Az15s2bf/rTn3784x8PDw/DxMdNTU2pqamO9o5N9U1KqXJ1adXFyWVmeiaWGJuWnDY3PdfV3iXkC02NTR8MPfD19sXZ4ER80e3Pbq8urRoaGC7PL5sam44OjqYmp17//XUehxdNiHZxdpkYnxDsCZRSZXhoeEJcAiJDOAyOQqKwNLfsau/ic/i3Pr21ubqpd1tvbWVtfHTczMRsibKkr6cvPZAaGRpFhkd2d3Y7OjoCAPx9/avKq7Izsz/+6GOJWGJmajYyONLd2f344WPqEvXGJzfgES+fw9e7o7dEWTIzMRsfHV+nruvr6W+tbd357M7m6ubtW7fpW/ThgWFLc8v52XmDuwYABdkZ2f6+/gAAJ0enmsoaiVBy+7Pba8trd/XvPn30NCoy6i9//svW2paBvgFtnfbSehAp8soHkI51rGMd6xjyMUBdXV0NCQqZmZ7pvtcdS4zl7nE1O9TWtlaY0P+0O9T4OJJarX7y5AkOh/ve9743MzMD00o9ePAgOzs7BB/y0QcfmZuZmxiZPBh+ANQgOSG5ML9wbXXNzdXNxtqGFEMS8oW+3r4WZhbGhsbFBcX7vH1nR+dFyuJg36CxkbGXhxfOGodIka62LlucLcAAc4cpF8nJWeT3/vSeqYmpoYFhVGTU5MSkpbmlkaFRdWU1n813sHNYp64/efTEzcVNvC+uqaxxd3W3trD29fYV8AWECIK5uTk+AM9msZMSkvTv6FuaWybFJwn2BP29/eam5mYmZpXlldCFmMfmOTk6URepXh5eTx492VjdcHZ0pq3THOwcWHRWc0Ozgb6BibHJ2MjY3PScq7MrKkfListiibEYhgUHBbc2tYoEItie7s5uY0NjT3dPFycX9i77nf9+h5xN9vb0PrkeuUj+ygeQjnWsYx3rGPIxQL3XdW/swRj83NR4eDs6PEPt6OyA6UjPfMF4SUnJtWvXjt5QXVBQQN+iryysUKYp1CWqkCtk0Vm727u7tF3oBEuZprDoLJVSZW9vX19Tv7m2yWVxOQwOfYvO3GEK94SLc4vMHSYMIAkPDc8j54kEIhadxaazmTtM6iKVMkOZn51fWVjZ5+1TF6nzM/PQk4i+RWfRWcwdJmOHwdhmJJIS/Xz8vD29q8qr5GI5Y5tBmabsbO6oUXVIUEhKYgpjh8Gis/aYe4I9gaYe6FfMorNgbbu0XehwS6fR4ZfQILwwu7C8sCzkCpk7TDqNzt5lM7YZu7Rd9i57l7bL2GZoahDsCRZmFzRdskHd2KBuMLYZJ9fzykePjnWsYx3rWMPHABXeKK4hzX8Liwv7+vvOZvKNj4tXA3VYWNjvfve7n/zkJ21tbTArf15eXnBwMECBSqHC5BgqRxVihVwsV0qVSqlSLpYjMgSTY0qpUqVQzc/MM7YZAAVKyeGfFBKFQqzA5BgiRVAZKhaKx0fHAQLkYrmmHkyOQUZlqFwsR+UoJscUEsVhDWKFQqLAFJhYIK6vqa8sq+zv7QcAyEQyRIpgcgyRISqFirpE3aBuAAzAVinEiqP1wGfB9mhaBSt//ohn0sEysG2IFJGL5YgUeS7Rs8KIFEGkCHwQIkVOU49CrNCxjnWsYx1fBVZKlCK+CGbJP4FgHCq8zPVscaimpqYeHh5/93d/x2azYSgql8sNDg6Oi4mLi4mLJcaewDHRMalJqQmkhJSklKT4pBeWiSPGpaWkxRFfUtWLfxsTl52RnZOZk5GaERt9/NHJicnJCckx0THnqPmSOTU59cv0cz6Oj4tPT0nXbiNJMaT0VC3XeUFOSkhKTUp95c14ZeLHJ6Umv4HiX025EkmJaclpr7wZF+f0lPSEuIRX3oyviONi4jJSM84HKLHE2DhiXGx07NjYGJfH5XwJcXncwuLCnt6eg4ODM+1QSWq1empqKiQk5Nvf/jaLxZJKpQAADocTHhGem5tLPh3l5ua+//77NjY2p//J14q0rp/c3NywsLDf/OY32lR4LjkxMfGXv/rl1enE3NxcGxub999//+o06TIpNzfX3t7+z3/+8xsm/tWUKzc3193d/Z133rlSrToH5ebmvv3220FBQa+7IF9GycnJv/j/fpGTk3PuGnJzcxvqGhobGhvrX8QNjW0tbUmJSff77u/v758BUGEcKgDgnXfe+dGPftTe3g5Nvrm5uYRowsk74mMUQ4yBDlE6eiFpXT9b61uubq5arBAAIBPJ7O3ttVvnBamjtSM+Pv5Vt+KV0f2e+0Qi8VW3Qvt0NeV6+OBhSEjIq26FFsjN1W1zY/NVt+KrIkSG4HC4C1bSf79/eXl55UVEpVKpVGpiQmJLa0tVVRU4i5dvvBqom5qa0tPTv/GNbxx1SiqvKEcVqFwsPw0DAEKDQxsbGwEAp/zJ14q1rh81op6ZnLGztwMAyEXaaSQqR3dpu5aWlhiCKcSKV640qLfqiurIyEgtivkaMQCgqb4JTvFvkvhXUy6gBj1dPb6+vleqVedTr72d/cz0DEDfwNkYkSHsXba5mblSroS+MmdlpVR5wD8Y6BugbdNeyNs729s72wnxCQODAxANzxaHeuPGjVu3bv3gBz+Ynp7e2NgAAIyMjCQmJ2Iodvou1AHqZepHB6hfB76awPOmyqUD1NeCtQiom1ubL+Qt2tYWbSsxIbHrXtfU1NSZdqgktVpdV1d38+bNf/7nfx4aGoKJHRobG4kxRBWmOn0X6gD1MvWjA9SvA19N4HlT5dIB6mvBlwaoSYlJ7R3tZ0vsoIlDrampOZZ6sKq6ClEgp+9CHaBepn50gPp14KsJPG+qXDpAfS340gA1nhQ/ODR4NpMvPEPNz89///33f/SjH2mS41dWVhKiCbodqrZYB6jn1psOUK8a8LypcukA9bXgy9yhtrW3nTk5PgDg1q1bxsbG//iP/6i5vm1qaiotPU13hqot/px+RHI1ooYLn5f+UCaSqZVqgAGZSHb0+2OAqpAoYIWoHD1WElYC1ACRIfBPMpEMU2BAfbzOqw+oAAD4CslEMgAAIkNk4uPCHv4VAwABMpFMJpKpkRco8Hh5ADAFJhPJVEoVUJ1U+ISmfll7vshf1l/H5LqawKOVbr2Ccn0OUA/kABymizm5Hw8/i+QqpeqUL/UlqFcDqKgc1RgdERmiRtRqRH3y8JaJZEDzI/T59HLsX600FQ74l+r5KB8FVLlYDp770QK55jU8UcDTn6He6753tuvb4A61t7c3MTHxm9/8puaCcaVSWVJagip1Xr7a4aP6wRBsdmoWH4AvzCtEFMjJQxNVok8nnvb19B3ri6OAqpQoERkSHxePD8DTNmhf7DVUiTayBUoLAAAgAElEQVTUNdDWaagclYvlqAKlLlHvddw7VvKKA6r0QNrU0CQTyZRSJcBAe0s7Y4cBk1J9Ud7hgeGnE09RJYoq0Ynxif7e/hMGM6pE21raWHQWqkTnZ+fv37t/+pF/2E4MNNY3MrYZMO3XyayUKiX7klhiLD4ADx/6vCUKtLmhmUlnQrmuJvBopVuvoFxHARWRIk31TRwG54UD7LAfJUpMcbjlwBBsbXkNH4DPSMuASdlerXoPAVUF1lfW8QH4sJAwfAB+Z3NnfHR8Ynzi5OEN55yQoBB8AH5ibAIAIOQJqyur5WJ5XU2dTCRrqGngcXhnQsEXskKiQOVobVUte5d9gp6P8VFARZXoyOAIbGo0IVomknW0duzSdk+u7ZSAmhCfcObbZjRxqH/4wx9+/OMft7a2Dg8PAwBycnJCw0PVKvXpu1AHqKfUz9rKmpOjU0dHR3xcfFtrG4ZgAO5XVUD+bMGlkCgONzEqQN+ir6+sq5DPrX+PAqpapY4lxqYmpzY1NMUR4yQHEkyBHV2yAQAWKYtc9vPb/jpaO+xwdsc66+oD6l/+8hfKDAVTYvuC/ff/8v787DxAnq++NcICAILxweQsMlTg9sb21toWAADqWS6WI7LDn8GJDwDwlz//5cMPPoSPg/cDHq581UCzm4TL9qMPOtzUYqqqiipSDAlFUVjnYYdiQClVHv4WAwCuxEVyFaYqyCvIycppqG1wd3WH1WrqNDY2np2aBcrDb64g8GilW6+gXEcBVYWobt+6vbKwolKqNG0GAMAlKfw8Nz2XlJgEAEBlKIvBcnZybm9vT0lKqauuw1BMs3OSi59bpAAGoGUIU2BA9Xx4wKcD1bNB8qLHqZSqUxpOgAZQMcBmsGsqa956663Kskoem7ezubO7vXvyeAYAxMXEWVtat7e3hwSFPBx7qJQpqavUlKSUpvqmksKSnMwchVyhaRWcbRQSBWw/wAAiQ8AzieXiz+3dMfnzqUkuliulyvnZ+aOvzEvHw1FABQD4+/p7uHl0dHS0t7arMJWJkcnTR081AmredKAGcrEciozK0dMAanJScktrS3l5OTirl+/o6Gh0dPS3vvUtoVAIQ1GFQmFhUaFuh6otPqqfp4+eGhkaAQCACoiFYjWmHhkYIcWSxkbG1Jh6fHQ8lhirkCgkB5KY6JjZyVnaBo0yTeFz+BFhETlZOQAFConiKKACAEyMTaafTAOY61iOCPeEpFhSVkYWUIOaypqq8qpHDx4JucK+nj5SLGludm58dNzDzQO8VoCqRtQ/+9nPzEzMAADkLPK1a9c4DA4iRTLTMuNj44VcIQAgn5wfERbBYXPSUtKy0rMSEhKoi9Ttje2x4bGHDx62t7SnpaQBAITcQ/2gMhROahZmFn9+78/zlPmerp5A/0AAwNjIGCmWNHh/EFNg8XHxSQlJs5OzkeGRQp4QAFCUX0SKJcH9JQAgPi7eyMBobnaOGEWUi+UDvQMRYRET4xNioTgmOiY3O3dibIIYRVRIFIgUkUvkAq4ASmRqbHqv415yQjJQgeqKamI08Q/X/7BB3VAr1fKrCjxa6dYrKNfnAFWpsjCzWF1aVSlVSqlSeiDNzswmxZL4bL4KVeVk5XR3dq+trP3nf/7nPGVejanXqeuf3foMvoxioViFqp5OPCXFknrv9QI1WJxbjAiLIEYRx0fG+3v7EQWyurw6OjQqE8ngOFQj6qH+oZHBkcjwSLFQDFQgMy0zIixiZ3MHvgKkWNLm2iaGnOoMDhwx+WIKTI2orSytEBkCMDAzOTP5eDI9Jf3k8ZxASiguKAYArK2smZqYykSyJ4+fODk4ESII4aHh1pbWAIDmhmZSLGlrbWt7Y5sYRYQJ20mxpInxCS6bOzI4UlJYUldTBwBYWVyJCIsoLSpVoSrWLosUSyrKLwIIgGnPx0fGHww9mBifiI+Lf/LoiQp9iePOMUANCQrpaOkAz8jWxpa6SO3v7SfFkmanZvd5+7HE2IiwiJ6uHqACU4+nognRIoEIlaNDA0Mv2aGSEvr6++Aq+WxxqPr6+ra2tv/wD/9Ao9EEAgEAgEqlZmVnnbL/5C8C1GNGD7jlOqGGlxZ4rfmofkT7ooK8Amsra0I4QXQgGn8wbmRghMfj9fX0y8vKfbx8UpJSKssrczJzIsMiszOz44hxgf6BMdExtdW10YTozPRMtUp9FFAxBTYzOYOzxlmaW848nQEq4Onh6e3pbWNlQ4olGdw1aKxrxFnjVhZWBu8P4vF4Gyub9NR0fAD+qwNUbfXmUUCVi+UmxiZODk5FBUVBgUG3b91eXV4FAMREx7g4u4SHhufl5hEiCLW1tVkZWTHRMb//3e+rK6ojQiOiIqIC/AKuX79OiCSQYkl5uXnhoeFQPyHBIXBp7O/rHxcTFxUZNTI4AjUzPjqOx+MtzS3zc/M/+OsHRQVFjg6OeeQ8UiyJnE22sbLBB+BNTUz3BfsAgJSkFD8fv7zsPAtzi7GRMV9v39ra2qCAoNTk1E9vflqQW+Du6p6RlkGMJkI7hFqlpkxTTIxMujq6vDy8IsMjGxsaQ/AhNTU17//l/dXl1S8D1DfjNbmacn0poEqUAAPxcfHuru5BgUE11TV+3n7pKemlxaU3P7m5tbWllCtlUll1RbWlhWWAX8CB8GB+dl7zUpNzyEGBQbW1tThrnLuruy3OFgDQ3tLu6uwaTYiG4zAhLuHO7TumJqYFeQXxcfE5mTmxxNiqiqqMtIyC/AJLc0tYFYPO0BiZT1avBlChedPUxJTP4QMAYogx3p7eNz+5efJ4ToxPzMnMAQBsb25bmllyWVycNc7T3TMjLSMmOiYyPLKzrdPc1ByPx9va2EYToq0srZ48fGJqbIrH440MjbIzs//95/+eS84NCQrJy82D4scSY2uqa3y8ffCBeDNTs4S4BLVaDVBgh7Pz9fb9xX/+orqy2t3VfYGyoEJOwtRjgBoVGfXeH9+ztrZ+8ugJAABnjdve2O7p6sHj8bY424y0jI8+/Ki2ttbP16+stMzf1z81ObWkqCQlKSU7M3t0eHSwf/AFPDA4MjSSEJ/Q09sDnYrO5uWbmJj47rvv/su//EtXV9f4+DgAoKioKCIyQqU6j5cv3D+pETVAASJFFBIFQAH8L7SfAOz4mTYqRwEKAHJYAJWjXyxw7vftIr/V2rt6RD9QWKFQmJ6Snp2RPdg3+F9v/xeBQHB1dl1bXhvqH8rKyOKwObRNWnxsPGWOUl9T7+3pDVNtPRp7hLPBwc3Nc6ekAzkA4IB/sEHdMDEykexL3nnnnQD/gBB8SFFBkburO5fF9fb0bm1qjY+LJxAI7/z3O8H44NDg0JMAVaQACEDlqFwkh2vbl+8kRHJo/0HlKFADOAbgdT0X0ZsGUMVCsYuzS111Hc4aV1Ve5eXhtbay1t/bHxQYFBQYpHdbz8XJZXhgGACAomg0IRpuRj3dPf18/EKDQ+3t7dVq9ejQqIebx80bNwP8A4LxwVkZWRiCAQDsbO0oM5S2lrabn9wkhBP2OHtxMXEEAuHP7/0ZH4APDw0XC8WWFpaIFHFxcrHD2ZmZmBEIhMCAQOm+FK7oW5taa6tqK8srWxpbiFFEAEB4SLirs2tyQvL2xranuyePzTM2NoamJ0yJYQpsc3XT19vX29N7+sk0MYpYV10HAHCwd6DMUF4IqEAFNK/S6c+cTmZo0EZkiFwkhz4sl7BlPCYXpsAACgAKMDkGx+Gx8vD7r7xVnwdUS3NL2joN7nt67/UGBQaFBoe++867B/yD7Izs4YHhJ4+euDi7HJqFZAhQAeG+sKy4LJoQPTc194v//AWBQPD29C7ML3Swc4BbOm9Pb1cXVwDAwP0BP1+/G5/cgO9pcWGxg73D3PSc9EBqb2tva2M7/XQajmR/X//bt24TCAQvTy8+h/9F5bxQvV8GqHDlFxYSdvJ4ToxPzCfnAwAYOwwjAyMem+fu6u7t6T03NRcfFz8+Op6dkf3Rhx8RCITgoOBEUmJ5afnI4Mjbv30btrMgr8DRwREAQM4muzi5uDi5QDWy6KzfvPWb0ODQQP/A0uJSDMXUiNrT3dPf158USwIAONg5DPcPw0Xnl/ExQA0LCSvKLxIKhVBwZyfnjtaOOGLc4UQXGAxrJkYRS4tKH44/TEtO4+3x7urfLSsvU34ZKZRKpbKopKi5pbmurg6cIw61srLyWBxqZVXl+eJQlXLlvc57lhaWocGhPC5PIVfkk/MtLSwtzC2ePHqCImgCKYFJZ2pGBiJDuCyuh5uHpbnl6NAoqkS5LO7R0wKFRMFj88RC8TlwUSFRcFlc6YH0El7IU+qHtk5LSUrZ2NhIICUU5BUMDQwFBQax2KyG2obG+saqiqqk+KSC3IKa6pq66rrQoNDkxGQfbx8fbx/qErWkqCQYHwzhSgOoKlRVXFDc39tPmaZYWVgJeUJ7W/ul+aXJicnW5lZzM3PaOs3Lw8vPxy88NJzFZrk6ubq5uPl4+ZwAqCpUVVRQ9GD4gQpVLS8sp6WkvdQUo0JVLU0tfT19s5Ozd/XvWlpYFuUXqVXqizgvHAVUyb7k05ufSvYlbi5ukn2JsaExbZ3m6uza09WzurRqbmoeGhJamFdIpVJLS0p9vX0L8goAAE4OTp7unt6e3jBHcXtLu7Ojc6Bf4NL80tOJp9WV1RBQTYxN4Ar3e//wvQDfgOmn0/a29iw2C++Pd3d193DzYGwzDA0M95h7OGtcSFBIQ10Di8EqzC+EFrNoQnRZcVlZcVl6anp/b3+AXwCVSsX74/EB+GB88OLcooOdwwZ1w9DAEPZXUUFR771eyjTFx9PH2dG5v6c/Nyc3KSGJSqV+9OFHC3MLXzxDxZRYgF+Auam5pYVlAilBIpJcfJkIe5xIIEIrZW527uTE5Es7Wiuvw3O5FNjKwoqFuQXOBreyuAJng2Oi7bH2zuF3feZWHQFUNaL+7NPP7nXcW55fZjAYLk4u7S3tW2tbBvoGdTV1jXWNfj5+pcWlzo7OQqEQVaAcJic5MXljYyM3OzeBlDAzOePp7slis9pb2stLy52dnFdWVkgxpKDAID8fv8X5xY8//Nje1h4fgNe8pxZmFqvLq4xthrWldUhQSFVF1dL8UmlxaWREZGFeIYvNKswrZO2yTrOQ+iKgfnbrMx6bBwCIJca6uri+dDzHEmPx/ngqlRobE9vW0ibYE+CscY72jg9GHkSGR3a0dhQXFmekZrDYrMaGRkIEISUpZaj/cB5rbW7NyshydnIGAJBiST5ePj5ePtQVakNtQ3lpuZurG51GHx0abapvwhAMoMDe1t7FySU9NR0AYGFucVZA9fP1SyQlbmxsLFGW1Gq1s6Ozr49vZFgki81ytHf09/N3c3FbWVkJxgcnJSRVVVZlpGXkk/N9vX0bmxrBiXS++1BJarX6/v37RkZG//RP//To0SN4S1x3dzcpnnT6V+soYFCmKRYWFkwms6WxZWhwqKerx8fLh0ajLVGWzM3MBXuCu/p3N1Y3NLYLuI1oqm/a3d7NysgSCUWO9o57rD240YHk7ek9/XgaqAFkeDAAAAAoABgAKoBIEZVSBQ/2D4/E4eG3CjjaO9I36SrFVz5NnFI/cqm8raXN1sY2PjZeJpUp5IrSolJbnG1RfhFvj1dZVunu6s6iszbXNh3sHfp7+8dGxtpb2teW12xtbAP9Aw/4B0qp8iigIjKEvkX3cPOwtbFdpCyiCEpdpNra2Lo6uzJ3mLnZuRwGpzCvcHtju6y4zBZna2Vp1VTfVFVRdSws6iigAgA83D1qq2oBAI/GHpmamMJZBgCAytFDDasPd9vgmU9NAimhMK+wvrbe3dWdRqNlpWcV5RedO1xM/gWnpNTkVP4e/4B/gCrQzPRMeNe9l4cXzgYXGhwqEUtCg0NtbWynHk91tHT09/ZjKFZaVFpRVlFVXlVUUISh2OTEZE1lze72LtQPbYOGylEMxXKyclaXVjEUG7w/WFFWoVQoG+oabHG2FmYWTfVNFaUVPDYvKyNLyBVmpWcd8A+CAoJsbWzHRsYQBYKhWGtT6+jQ6OjQaFtzm0KuKMgrsLWxbWlsWZpfqiyr3NncKS4sZtFZcEOMyJ/31/bmdl113cT4hEwiiyXG2trY2uHsuCwu3JMdBR6lVHnz5s2nE0+ZTCYxipiVmQXRCEZAATVApMjhZ3Do/AKDhaCriKanAAqACgAVUEqUKqWKzWBfu3YtOzMbAGBva9/V3qX5OabA1Er14X+xw0eoFKrDx11gi3xMLnMz89nJ2cnHk2XFZfQtuouTC6z/0IlMJLeztYMTvUKiUEqVh+84ANCfQGsv6RFAxRAsJjrGxsrG1sY2PTVdciDx9fbF2eCCAoO4e1x/X39yFlnAE7Q2tQ7cH8BQTClXDtwfsLWxDQ8Nlx5INeMnLTlNwBcM9g06ODi8+867mWmZ1GUqzhpXVFDUWNfI2GYcfU/pNDqPzYMDzN/HH2eDe/zwsUQkiYqMssXZ9t7rVchPZRg/CqgKiUIsFKelpO3z9jEUa29pLy8pf+l4vn/vvoWZBRzDAAABV1CYV1hSWLK8sNzc0Dw2MiaTyuLj4m1xtv29/SODI80NzZp5rKykbJGyWJhfiKFYa3PrcP/w04mntjjbiLAIHpc3Nz0HbbzQsxdTYMUFxWXFZd2d3RiK5eXkLc4tYsqTDBJHAVWFqhrrGi3NLW1tbD3dPeVieX5u/i5ttyi/yBZna2dnV15S/qtf/srBwaEwv/Bg/6CxrtHFyWVzdVOwJ9BcMP5lVFxa3Nbe9uDBA3DWONRPPvnkgw8++OEPf6g1QDW3YDFZB/wDAEBFaQW0LiIyxNjImMfiWVlYba1vHQVUD3ePxrpGNpMNAFBj6uu/v56WkqaUKgP8Any9fcUHYktzS0d7R4VcQYwi+nr7bq1v9XT1WJpbFhcUpySmRBOiJWLJ1JMpX2/fBFLCgeAgJzOHnEV2dnJWSBR/ff+v4aHhp/dY/ir4qH4UYoUaUUPsV0qVConicPpDASJFAHo4W8EAMjWiVilV0Lng6ER2LA71cPGhPrSZHy0MVAA+ApWjhw+Csyp6UhwqACDQP7CpvgkA8OTRE3s7ewzFert7He0dVxZWpAfSyPBIHy+fnc2dpvomW5yt5EACAEhPTS8vKW9qaIJmFumB9M5nd4Rc4bk3qeBYHKoaaO5vh9rTQDscYEB1iATwfOEwIPUZy0QyTI4dquLZgkAukkPUgeFrsKRCrIAdoVm0QSdG+K/moVDbMNRVpVCpFCo1oj7aobAlMM4HIgHU+dEGwGLwr/CJGnUdAx4jQ6Opp1MsFosUS0qMT3R2ch7qG1qeX8ZZ44LwQVKJdG1lzcbaxsrSqjCvMDE+kRRLUilV4aHhXh5eHAanrrrOysKquqIa2sPlMrlKqaJt0D744AMPNw8umxvgF9B7rxcAkJKY4uPls7ywPDI4YmFukZuTm52RHYwPloglC3MLvt6+0YRouLA7d7celcvM1Ozp46ccJgcAsLO183/+7f+MDo7St+i+3r5xMXFikfh3v/tddlZ2SWEJj83b3d7NzcllM9juru7lxeVSiVRbmHoUUGUHssPeVwOAgOPDTP3Ml/WIkfxzL7Vm/GAAkSJwJVpbVZtASjisUwUOg0SPvKeHs8GRAYYpMM2oViNniLk4ltgBvjiamOzTjOfDdqJAIVYcDulnIh8driqlSqV80bDHAKzncAZ7ttU5/HxkQQZrhtGxQPXiSPqj/LnEDlDPz1QKazs60d3vvh8WEgYXhTAMFy5DJfuSl14wfh5AhWeo5eXlWVlZWjP5KpQ993pwOJyXh9fW5lZTfVNIUAjEBlMTUx77OKAqZUo+h+/t4W1hbtFU34QoEX09/dmpWTWijgiNsLO183T39PLwGrg/QIwmmhib4APwhgaGfj5+OVk5SQlJmemZWRlZsTGxRoZGeDxe77ZeeGj4H9/9Y3Jicntre2hwqL2t/ejw6MkH3V81H9UPHL7PgzHOGNcM+Sigwpf/8MUDAACg8fU/E58AqE6OTgKewN3NvbaqtqqiKigwyNzM3N/X39TY1MvDKzE+Ua1SHwXUmOgYAICQKzQyMNrn7WsNUDWkfvHWRFsni1eEjwIPhmAfffiRkaGRjZVNWkra+sr6xx99vLG6YYuzXV5eLswvDA8N9/HyefroaX1NvR3OztLCsq+3D0Arn7Ork4OTh5tHZXlleGh4eUl5dGR0VUUVUAPqEtXb0zstOa25oTkiLKK7sxsAkJOZ4+/rb2piig/AJ8Qn5GTmQLfPaEK0uZk5PhBvcNfAz8cPnNelH3ze5Lu6tGplaWVpYTkxPrFL27316a19wT6LzsLj8UYGRuFh4bY42+X5ZSNDo93t3bWVNRsrm5LCkkRSYklRyfLC8skbmjO06lyZkuDr/BKLtEgOVEAkEPE5/KO5IA4B9fP77IuP4aOAChOVwFUjfBxEvi8TUClVXtDv4avmkzMlKaVKjdkSrlF4bN4XPWQP+AeLi4snA2pBUcGZTb4wDlWtVv/pT3/64Q9/2NnZqXFKCo8MP59TkmRfAoOZyorL4ohx3Z3dxCiigCdoqG0wMTLhsXk2VjbwhBz2tFwshzEPAIAbN27w2DwTIxOZSJYYn5iVnpWWnGZtZe3m4ra7tevu6u7r7VtZUVlWVhYRFtHf21+QV1BfU9/c2Ozn4/fxRx+Xl5TnZue2t7Tb2dqpEfXUkyk3FzcHewcmnXk+jNEWH9XP1tpWSWGJTCTzcPdwsHeIiohSypWYAjuTM8jnvHwRrKSoZJe2W19bb2dr52DnAD0aztrIY4Dq6e7Z2dYJAFikLJqbmatUqtmZ2Vhi7O7OLs4ahw/AV5ZXVlRUhASFQNzVAGpjfWNyYjIAgM1gGxkYXXArowFUVI4SIggOdg4O9g555Dyl4gV1ioXiV9jLX8Ww0QCPQqIwMzXbY+3Bpff6yrqdjR2PzdPX0wcAPBh+YIezgw5r2+vbnu6eHm4eu7Td3OzcpISkgrwCU2NTPx+/qSdTpFjSYN9gTmZOXk4eAGB1adXS3BKoQHpq+s9//vP52fmG+gZCOKGyslJfTx8fgG9tbq2rrivML+zv7ff29L5x40ZxQXEeOa+jteOs6S9eKJfsQAZNWbQNmqGBIYPGsLK0QpUoPgBfWVnp5+vn5uLm7OSslCiNDI0kBxLKLMXS0lLAF2RlZN3ruKeQKeQSLWn77ICKylH6Fr0gt+BkUMcQrLSolL5FP7rLxJTYImWxsqyyurJak0FCJpJdfAyDI4kdHo8/bm1qhZvdnc2dyrJKDoNTUlTyZQ2W7EteucfJyXwCoKJylElnVldUN9Y11tfUN9Y11lbVyl8UcnIaQC0uLT6bU9LD8SdJCUkAgPX1dS8vr+985ztbW1t8Ph8AsLKycu6wme2t7bCQsPqG+qDAoNbm1sknk96e3iUlJdd/f/3OZ3dQBfrRhx9lpGXUVNUM9g0ickSFqYoLi1OSUqorqn28fcT7Yj8fv+H+4ZCgkJrKmsqySmND47SUtIbahjxyXkZaxkDfQFVFlZ+PX1tzW0Z6RllxWUVZhZ+vXywxtr+/v6igqKG2wcjASCaSjY2M2dvax8XEtTS1qNGrYvKdejxlbmrO3mX/5X//Mj01XVFWER8Xz+PylLIzoM6xOFQLM4v52XlPd8/0lPTpyemQ4JCnj5+e/jpbzXDUAKpapc7PzY8Ijaivr0+MT0yMTxTwBCQSKZYYm5GakZ2RnZOZc7/nfk1VjZeHV3lJOWxGfFx8QW5Bc2PzZ7c+q6+vD8GHDA8On3valX8eUGUi2Qd//WDg/sAcZS4YH1xaXKoZ+hpXVU8PT/gr+M3Fk7m8Wj4GqJ9++unO1g50IFhZWNHX0z8QHHh5eNXX10cTonOyc+Ji4spLyxPjE12cXGxtbDdXN6MJ0QV5BW0tbUYGRs6Ozg+GH0SERXS1dyXFJ2VnZAMAVhZWbt+6DQCYm5n7zt9+hzJLycvNI8WSBgYG9PX03VzdqiqqyorLMtIz2lvaPd09SbGkvp6+4sLipvqm06cmPUEuRIYkkhKLC4pTU1LjYuL4e3xnJ+enj556uHsMDAxERUa5OLtER0U/GH5AjCIW5ReZmZrd+vRWbXVtWnKak4PTyvLKV7FDlR3I4IofjqLD04Ej6Rc01iDKNMXE2EQzDjU5VQ5NUGogE8kUEgVjm4FInyUZUB1mcujr6bO2shYKhdIDKfzL9ua2r7cvdAW/yLA5BFQAGusaP735qUgkAgDk5uQaGRhhKMbYZmhEgJYtTUqHtOS0zvbO56iCPk9U8spjJSC/OPXgs+6Q7EuEQqG7q7urs2tocKhAKJA/S1sB400gifiilwJqUUnRve57u7u74JQ71OlJirenl6en5x//+MeIiIhvf/vb+/v7KpUKALC/v3/uxA6oEp2dmo0Mj6yprAEqoMbU/b390YTomOiY5MRk8YG4trqWEEGIDI+srqxGlSg8OUhPTSeEE9i7bFSJMunM7s5uVI6SYkiECEJDXQMqR1sbW9WImpxNjgyPZO+yn048XV1enZmcWZhbWJhdmJ2aZdFZkeGRBXkFSqmyo7VDLpbTt+j9vf0igai1ufWs6KJdPqqf2clZR3tHxjbD2soa9pyLk8u9jnvgLHvKY4Dq5OC0SFnEB+Bh3MjwwDAMdztTI4/FoQIVKCooigyPTE1ORWQI7NZYYqxgTwAwkJmeGRkeucfcmxibWJhbQBQIokCeTjylzFC2N7Zjo2MjwyMfDD04axu+qLejXr7GRsZ0Gl2JKIlRxMK8wvW19eCg4IK8AkSBBPoHNjc0/+mPfyorLmuobdjn7ZeXlrPop/KKvLJ8FHjkYnlHa4eAK4Anx3vMvc62TlSJ7mzuRIZH5pHzAAA7mzuB/oHmZub2tvajI6N7zD2VQpWanEqIINRV140Oje5s7Twae7RB3ZicmFwwQEEAACAASURBVJydnEUUh/UgMkSNqUcGR9aW14D6sN8L8wvHR8eX5pcW5hZmJmdWl1efPHrC5/AjwyOzMrLga3txuVAZusfciwyPTCAlyCVyDMEoM5SJsQkuixsZHhlNiB4fGedxeD1dPUqpkhBBGB0aHRkcUUqUcTFx46PjF1muHW/VEUBFZWhtVW1DXYOHm4dYKK6vqV9bWZOJZHU1da1NrW4ubs0NzRlpGUX5RRwG5+3fvu3l6ZWWkoYokHXqejA+OCUxBVWiRAKxIK8AQzBUiba3tLc1t7U2tYYGh7a3tqNKFKjA8MCwu6t7R3sHj83LzshOT03nMDn/8R//0dPVc/rNzAvVqwHUkcGRa9euPRh+oFar/+3f/s3QwHBfuN/S2NLW3NZU3+Tu6i7YE7Q0tizMLWAKrKmxKdA/8OOPPlZj6orSiuCg4McPH0vEkvLS8oiwCLFQfBVWqEcBFUOw7s5uNxe3htqG7Mzs7MzsA/5Be1t7MD440D+QEEHoaO/Y5+/HRMcU5BZIxdLHDx8HBwWXFpfKpfKXAmphcWHv/V6Y6ehUgLpAWTExMr527dqvfvWr69ev//SnP21paYGpB7Ozs0PDzpt68Fjyd5Fc46y7srgiFoqPNhqePRzLFY7JscMD82cEP8ufrTU0Z+MAAWrloduOJg20pjA8M4ALzEtwuz+lfiCgMneYFuYWUFGe7p49XT1nWpZ+GaBCp5LhgWEnR6cLAqpG21ClGleFo6nRYIgqdP+BObXViPp5Pu7TRK++TG8aQEVkyP/++X/v6t81MzUjRhHlcvkGdSM4ONjY0DgpIenWrVsLcwv6evozkzN39e5yWdy7+neX55dP78pxBRkci0M9sueGCZ4Ok9hBZSuw8NBwDzcPX2/fdeo6LHz0JYIeHwA7dJWCbiCaeuB7Cj0bnv8EAyqlSq1UA+TQ00STy01bcskOZJo6lVLlYWb2o1ndVUd868Dh2ZhCrNDKAPtcq44AKlCBd//7XWdH5/aW9sjwSDuc3YPhB3KxHGeNc3Z0zkjNgKsKUgwpgZRgYW4xPj5OiiUlxCfY29oHBwWbGJuEhoTe1bs7MjiCKTEAgJOjk5+v3//9f//vYP+gu6v72OgYfE893T09XD1Kikr8fP1Kikoqyyvv6t2lrdMQ+YWcqDWA2t7SbmVhRYwipian2uHsgvHBG6sbDnYOBvoGFmYW97vvh4eGO9o7dnd2AzWwsbbx8fZJT01vbmjWu6MXHBz80YcfVZZXent6lxSWNNQ1nNsmoUU+Hjbj45dISoyJjklPTU+MTyQSiF7uXuGh4UGBQSFBIe6u7mXFZaFBoSWFJWUlZfp6+sHBwTc/uZmdmc1kMsGJVFJW0tTcVFZWBk5p8p2fWzY3Mbt27RqdTof3oWqS4ysUiq8iOb5aqb4idoNL5i8C6tEdqrOjs7YAdXRoFADQ39sPA6vP1MgrnnpQsi8xMTZh0plysVylVHE53IiwiMzMTAszC19vXx9vH7FQbGpiqpQqzU3NOQyOuZk5zHTzyqW4iPhnStEnPZBK9iVQP6+88VqU65Ja9fnEDuam5jubOxwGx9HB0cnRaXZqViFRODs6Q8+v1OTUnq6eyrJKDzePYHwwAKClscXV2fXjjz5OTkxOICU01Tc5OjhymBy4MvD19vXz9UuKTwIAeLp7QovUIaC6e+xs7tTV1NVU1WxvbJubmV98vaIB1Kb6poiwiPKScg83j+b65kD/wK31LRhavURZkolkzo7Ozo7OYyNjAAAXZxc3N7fRwdGC3ILPbn2WmZkZERbB3+Pf67iXk5UjPjhPJgCt8zFADQ0OHR0aha4zDbUNHm4eEWERYSFhMBGHh5uHkCssyCvo7uxepCy+9eu3MjMziVHE/t7+ra2tkwG1sLjwft99+PlUO1QNoDY2NgYFBf393//98vIyxO3p6Wnd9W1aZPD5M1QzEzMOg/OnP/5pYGAgOzM7PS39YP9AIT3DYD0GqOam5vOz8x5uHsQo4kD/QDA+eGlh6ayL3KsPqDdv3GQz2PAQcXV51drKem5ujhBOcHFyweFwIqHIycFpYXbh4ejDd995t7G+US497o/wevFZgQeGaV4Fu5x25bqkVh1Ljv/Z7a21rc3VTUsLS1IMqaSwJCwk7I/v/tHDzWOobygmOqapvimfnO/h5qF3R29gcCAmOiaBlBASHDL9dLq1qbWpvsnY0Hh7cxsCqpODk7OTc0xUDADADmcH3f36evvscHYebh7FBcUF+QU+3j4V5RXuru5rK2va2qHWVNYE+geuUdfSUtJWFlZsrG02Vjdw1jg7nB1lmsJlcS3NLeNj43NzckmxpN++9du0lLT83PzaqlpSDGlubq64sLi2ppacTQ70D6yprDn9DdlfHR8DVB8vn672rpTElNqq2tKiUicHJz8fP19vX093Tx8vH3dX96ryqsL8Qk93z9Li0sCAwLm5uYrSiu6u7pcCalFJUWdX5+rq6hl2qGYmpteuXfvud7/73nvv/eu//mtvb+/zC8ajdBeMa42P6mdnc6ehtkEulkeERfh4+aQmpapQ1VlTvh0FVFSJNtY1suisrvYuH28fGEF4jo644oAqPZBWllUKeYdRrRiCTT+d9vHy8fX27enqaW5sRhXoyuLKvc57c1Nzpsam4M1ySro6wPOmynUUUBEZUl1RzWVxuSxubVUtIkNCgkIaahvuddxra25bX1kfHhien51/8vBJX09fLDHWx8snJzNHhao2qBs+Xj6xxFjJvqS6ohpec4Yq0bbmtvbW9qH+IVSJwowfqBJdXV5taWxpaWwRcoVZGVnkbLJcJp98PNnd2X1BVz6Nl+/s1GxHaweGYCqlap263tLYssfaa25obmlsYWwzDvgH1ZXViAwhhBOqK6qb6psk+5KayhrJvqS0qNTHy2dkcEQulZeXlMfHxcu/4C77SvjYGSrMZjU2PDY3NTf1eKqtua27s7u7s7urvetex72WphZ4QUV1RbVCppgYn/Dx8snLyZOKpKeJQ21pbTnDBeNzM4u2Nrh///d/v3v3bllZ2bE41KrqqvPFob5yjV9BBsfiUI+cB4Nzuc8dj0MFn4tDPWsQDuQrDqhHLxiXi+VHj+phjDkscK/jnoG+wSLlJflWXgu+msDzpsoFXnTBODxj1rjsPk/HAU+XYZ4EzYssPu7lC5d0MpHs8Lcwd5X60KsWkx8mYNHc46YQKwDygqQrZ1Xv8TjUZ5ePanxKYOT60TvDNUlFjrYHJnY49zT1VfBxL1/V80Qumtwaz/lIxP/zLBAAnDIO9Tz3oapUKqlU+umnn/7gBz8YHh6enZ0FADQ1NRFjibodqrZY6/o5lilJK3VefUB9+U8kciFXyGVzAfImjMOrCTxvqlznS+xwBRl8IVPSm8QnJ3Y4DZ8+DrW1rbW3txecKVMSAIDNZltYWHzve9+bnp7e2NgAAIyMjCQmJ+rOULXFOkA9t97OBqhiOYwqeeUt15b4VxB43lS5dID6WvClAWpRSVFHZ8fU1NQZABXm8g0MDIyPj//mN78JY24glVeUnz52Uweol6wfHaB+HfhqAs+bKpcOUF8LvjRAPc9tMxBQzc3N33rrrZ/+9Kft7e2jo6MAgLy8vLCIsPOlHnzlGr+CrAPUc+tNB6hXDXjeVLl0gPpa8GWafJuam6qqqs6wQ4X3oUqlUiKR+Dd/8zcsFksqlQIAdnd3c/NyUUS3Q9UO6wD13HrTAepVA543VS4doL4WfJk71O6e7v39/TPsUCGgymSymJiYb33rW2w2G+Z2YDAYOkDVIusA9dx60wHqVQOeN1UuHaC+FnzJgHpwcHAGQD1m8m1ra4Mm39zc3PDIcAAAKkdPwwCA8NDwlpaW0//ka8Va1w9Qg/nZeQdHBwAAKtNSI1HA3mVbW1sDNcDk2CtXGtRbXXVdVFSUFsV8jRgA0NrUGhYW9oaJfzXlAgD09fT5+/tfqVadTxBHB8d5yvwbORurETWPzbO0sFShKkxxnmkKU2DSA+kpTb6VlZXgrE5JAQEBJBLpmFNSYVEhg87Y3tg+DXM4HG9P76KiIg6Hc8qffK2Yw+F4uHkUFBRoSz/sXXZ/b7+RsRGHw9le104jGduMmckZPT095i5zZ2PnlSsN6i07I9vHx0eLYr5GzOFwCvMK3d3d3zDxr6ZcHDanuqLawcHhSrXqfOo1NjLu7+vnMN7A2XiXtjs/M3/7s9v0bfrO5nmmqZ3NnfWV9fn5+ZfuUM95HyqTybS0tPze9743MzOzubkJAHj8+LGdvZ3VM7KxsbF6Gf3617/+n//5HysrK0sdfYGsrKyuX7/+wQcfaEs/VlZWenp6v/71r7WocCtLK2Nj41/+8pdXpxOtrKz++te/Xv/D9avTpMskKyurDz/88Pe///0bJv7VlMvKyurGjRtvv/32lWrVOcjKyuqtt966c+fO6y7IC8nK0srUxPSXv/zlRSqxsLAYGx87GVBh2Mz09PQZdqgQUKVS6Y0bN37wgx8MDQ3NzMwAABoaGogxxMPsHgAANVChKjWq/jIGAESERzQ3N5/cxK8zbW5tcrlcLVYol8uXll+SPeuspFKpXmoJuWTicrmbW5uvuhWvjPh8PgwNf8Poasq1v7+/urb6qluhBVpeWYbupW8kqdXqhcWFi9SAYdji0qkSO3R3d4OzmnyTk5MzMzO/mHpQhaq4LG5jXaONlY2QKzwhXh4AEBIUogPUE2hjY4Ozx9FihVLpy48Bzkoois4vvMQScsnE2eNcwZn30ojL5a6tr73qVmifrqZcAoGASqW+6lZogZaWlsRi8cvLvZ6EYdhLDbYnE4IgLwXU86QehIB669at69evH0+OH00AANA2aIH+gb/7r9+dBlCbmpouIuSbTaurqywWS4sVisViCoWixQoBAEqlcnZuVrt1XpBYLBa88OHrSRwOZ4W68qpboX26mnLxeLyX5kx/LWh+fh66p76RhCDI7OysWq1+edEvIaVSeZod6tmS42vCZpaXl93c3L773e8uLS0xGAwAwOTkZGpaKryjAABgYW7B2mXpAPUiRKVSmayXXGl7JhKLxVoHP6VSCW3+V4eYLOabsWk4H7HZ7OWV5VfdCu3T1ZSLx+Nd0JZ4RWiOMvdmA+r0zPRXDajw+raVlRVwVkAFAOTm5l67dk0ul2taDC8YV0qV8GJnNoOtA9SL0OraKoutzR2qRCK5oN3ji4QgyBxlTrt1XpBYbNabcax1PuJwOG/keuJqysXn87Xul/BKaGFhQSQSvepWfFWEoujc3NxXDahnvmBcY/L18fH5zW9+89Of/rS1tXVkZAQAkJOTExoeqlapIaAaGxnrAPWCtLa+xmaztVihRCJZWNDyahpBEMq8ls3IFyQ2m30FD9sujfb29t5Ii/fVlIvP58MdyetOi4uLbzagUiiUrxpQS8pKmpqbysvLwVmdknA4XGBg4Le//W2hUAhDUQUCQUFhgWaHeuf2HZ3J94L0VZyhan03qVQq4f19V4d0Z6hvxhR/jK6mXDwe76Xz7GtBlHnKm23ynZmduYQdak9vD4Ig4PQ71Pg4klqtXlpa8vX1/c53vkOj0QQCAQBgdXU1KycLQzGY22n66bRkX6KQKL6MgQ5QX0bUVerVB1Q4UrVb5wWJxWJRV6+cbfDS6GoCz8XpasqlA9TXglAUvQRALSoputd9j8lkgrMmdgAAvPfeez/84Q87OzvHx8cBAIWFhYQoAgAAoODwlnPs2ecXMgARYREwtZ6OXkgbmxt7e3tarFAmk2n95ccwbG7uap2h7u3tbWx+fcNmeDze+vr6q26F9mmPu3cF10lCofAKtuocNL8w/waHzahUqgtG92EY9tLD8uLS4uaW5rq6OnCmC8bVQF1RUfHFONTQsFBrK2srSysrSysrK6vDD1/CNjY2v/7Vr2PjYqmr1Lm5OQqFQqFQ5ubmZmdnKfPPPlAoxz7Pzs7Ozc1pvjz6mTJ/WMNhbfOUmdmZkwv//+1daXAcx3WGJSdOlKVIURQpkbZW+Zc/Kds5Kk5ip1JOuVwVqVRWlNDyKUeWdbokpxKJtimJAjGksAAXAAkSJEAQIEEcgxuL+8YucRLAXrP3jWPvA9j7mp3p/GhquVycewBYLOar96M5fOj+3pt587Z7+ohejC0/KGAPL4pEolT5iDAMS4yPTCZrbWsdGh6SSqWp8IkqSySSqemp2vpaiUSSKB+hUMgX8DEhttY/GIbpdLok+GzHP3HK2+EjlUqHhodaW1tlMlmUD1/A3wM+og3vV0J8ouXt8JFKpSMjI80tzVKpNBU+6zxsSfFJl38wDJNKpSqVajf5PKK8nn+kEimbw25sbJTJZOniE/sGS5RPvPL2+WCYRqMRiUUp8Xk0fJLmExvOaeEjFou5PG5NTY1AIBCLxRvx2SgY4cWpqanJqcnNE+rNWzeTPA/13//933/4wx8eO3ZsenpaJpMBAAYGBs7lntPpdBq1xqA3mE1mo96oUWvUKvW6otVqP/jgg9qa2kAg4HP7/G6/3+33uX2wHC1sVIaFLZRdiShvqrD7fAK+gIAr0Cg1fq8/PXy8fqvJOj057ff6E+Xjc/t8rvWbczlcmADbZf9swsfv9WuUGgFXEPAFHiqsUd41Puv/1Y7x8Xv9OrWON897eJeT4rOth20X/eP3+vWLerlEDsNhd/hs52FbXliem5175GHbOz5bNLcJH69fjIltZpvPkxl80usfj9+14pocn/S6vH7P9pqLU/D4V2wrW86+rLpdxepkjY+PJ9RDzSdJsr+///Tp00ePHp2amoLrmnt6ehgFDABAOBiuq6l75613aqpryAhJhAgiuI4AeJpKczsAABCUrBEAVAqVxWBJm38A8Ll9IqEonQ4nAR7A+Vz+3rsrxkyzwaxSqA7ocwWAzWRTypTZZj4AVqNVLpFnll0ArFhXZBJZZrFKyhBMgHlWPfvekHWFBJFQRMgXgkjyNeABfDtDvqzOB8evJbwOta6uLm7It7aulogQ/Hn+leIrMpns4//7uBFtJElys1m+Ta0AbPqp9cAKAVQKldlgBkTaKvQ6vSKhKG0V4gBEQNgfxgTY3rsrxswHCTWNZu4jIYDVZFXKlNlmfmbaRQCH1SGTyDKLVVKGiDGxe8W97w1ZVyIAD+BCvpDEyaRrCPm2npSUzNaD8BvqpUuXvvvd7z777LM9PT1TU1MAgKqqqnOfnyMiRNAbBDiA+bLmdg3Y4HxsKqFuIQRQyVUmvSnzE6qQL9x7d8WYadKbVPKDm1AtRotCpsg28zPTLgI4LFRCzXiBCZW34wkVTkpqampKoIcKv6G++uqrb7zxxqFDh3Q6ncPhAADI5fLSa6WRcAQuiam7W1fAKPC4PRudkE4l1C2EAAqZwqg3pjGhepweIV+Y3oQa8oX4PD6IbDWpexf9ZtQbM+7Nu4vmW4wWuUSebeZnpl0EsFvsEpEks1glZQgmwFwrrn1vyLoSAeFAmM/lk2EyydfU9hIqXDaj1+sT6qHmkyTJ4XAQBPnqV7/qdDoJggAAOJ3OyluVeAjHw3g3q7uYWQwzpd/tpxJqMkIApUyZ3h6qx+nBBFjaE6qAJ8iohGrSmzJubHAXzbcYLXJphiWebLWLAHaLXSqWZharpAwRCUXZnVAFXMFOJ9TKqsqBwQG401HC61C/853vnDhxor29nc1mAwCuXbv2yaefAADYo+zvffd77e3tXawu/YI+FAhRCTUZIYBKTn1DTcZMs8F8kId8rSZrFnbQM9Muash3X8hufUOFWw/euXMngSFf+A11YGCgoKDg8ccfj55JGwwGq29XExFCo9Sc/cPZs384e+ajMxJMgodwKqEmIwRQytPcQ/U6vWnvoWbmN1Sl/ED3UBXSDEs82WoXARwWR9b0ULM7oQp4gp1OqMlvjv/yyy//5Cc/OXz4sFwuhzstcbnca2XXNm8vDsh5pLO9M6E/OVDQqrV2sz2NFYZ8Iak4zSdjkGGSz82srQftZrtWrd1rFnuGFduKRqnZaxbph81sk4kz7vg214pLKc+GjaOFfKHP5dtrFjuGCBALUzsXBAdbnh4Ij2+DG4kn1kO9cePG97///RMnTvT399+/fx8A0NjY+N9v/Pe5c+dg93RLOXfu3Pe++72iS0ULCwsKmUIpVyrlSoVMoZApVHKVUqZUSBVKuTKurJA+ohBbVslV0RqgslwqV8qUKrlKIVMopIqHZdmXyl9ejC1Ha4AXFTKFSpEqH1hOjI9c0dPdM84ZVyiS56OUKVWKB82plCo+l9/S0qJQJM5H9qjyl3zkUrlCphAIBA9qS4jPdvyjSIyPQqpQKBTj98Z7unsU8of+iXLbTT4Pm1tzvxLjI02Ej0I5OT7Z1dkll6fGR54ePlHrUvSPVCpVSBVymVwqkW7JJ96ZSfORbeUfhfL+9P2Ojg6FPG18lDJl8nxi7pdSptwuH6lCJpWJRCJYSJpPXPgkzyfudZc6H4VKKpY2NTbB8kZ8YmuIv18KFZ/Ln7k/s3lChQeMt7W1JZBQo+tQGxoa4tahllwuaW9rb29rHxgYuMe5Nzg42N7WvhE6Ojpee+218vJyu91ujoHJbLJYLGaz2WQymc3mR8pmyzoXvyxbzJbYejZT3qQJi8VkNj0ks3FzCfHZpLlN+ExOTgoxIbyYFj4ajWZ4ZNhsSpLPuv4xGo2YCNsT/6x/v0xmDMMmJif2nI/Fsllz2+djMm3W3Fo+IpFofHw8c/ikxT9Go3FBt6BUKg0GQybwiV6UyWRsDjuNfGIfwlTuV7SerfmYTEajUSKRLC8tG43GpPnEaqbCJ1YzFf881DRb9Hr94OBgXNPb52OxWHQ6HZfH3TyhJrcONZ8kyZaWlpdffvnYsWMcDkcoFAIAWltb8wvyYV38ef7l4sv3p+5v3vz5z893dHRsrnOQodVpbXZbGisMBoNpPwyZIAiBMLOOb7PZbVrdwR3ydTgcGk02DvnabHJFxp0243Q5s+M0e5FI5PV695rFDkIsSWnIlyTJ7eyU1MHqGBwcBImuQ33xxRdffvnlo0ePcrlcGL1sNrvwUiEAQMATnP3D2YaGht998LuhwSEiQlDnoSYHhUJhNBnTWKHH4xGm+2SYUCiUace3GU1GhSIbDgBJDmazecuPPfsRmWmX3W6XSLLi+DYsm49vC4fDPD5vF45v6+zqnJ+fB4l+Q21ubr58+fJXvvIVuOYGouZuDR7CnXane8UNALiQd6H8ejnYfKckKqFuDKVKaTKn8zxUr9e75f7OiSIcDqc9SacIk9mUHZ2G5GCxWLLy90Rm2uVwONI+6rMnEIlFbrd7r1nsFHAcFwgFu3DAeMKnzUTXof7zP//z8ePHOzs74V7A5eXln577lCCIsD8MwuDMmTPvv/u+SqkKB8NUQk0OKrXKbDansUKv15vioYBrEQ6HMSzNSTpFmM1mlVq11yz2DFarFc4zzDJkpl0OhyMD+81JQCwRZ3dCFWLCnU6oVberWtta6+rqQKKnzXC53D/+8Y9f+9rXTCYTHHlfXl6+fuM6HsLD/jAggNls/uyTz1qaWrbYHJ9KqBuDGvJNDtSQb3a84uOQmXZRQ777AuFwmM/n70IPta+/b3V1FSS6DvVnP/vZhx9++MQTT1gsFr/fDwAwGo03ym+QBCngCm7euGk2m39/5vd1d+sANeSbLBRKKqEmA6PJqFBSCTXbkJl2UQl1X2A3Eyrs6Cd22szZs2f//u///uTJkyzWg+Pfbty48elnn5Ik6XK6rl+9/vovX79Wes3r8W6xOT6VUDfGvhnyTfd32RRBDflm4NBo6shMu6gh330BHMcxDNudId/a2lqQxDrUqqqqnJwcHMej1dXV1yVE8fzn51ksVqKGHRzoFnR2ezp3SgoGg2kP/gxcNmO323ULur1msWdYWVnRarNw1ZDNZsvAgQeXy5Udv95EYlF0H9mshFSa0twxkiS3fHkmOSmJIIm5ublf//rXTz75pEAg0Ol0AICZmZnf/+H3aD1aV1NXV1NXd7fuQWEDaW5u/o9X/qO8vNxmsxlNRpPZZDKbjCbjg7LJFL0YW45TWKv88KLZZDQaTaaYi6Y1Cl9ejC3HKRhNxgdrn3eXj9Vq5dzj8AQ8i8WSNB+4PBletFgsKrWqf6AfLmZPjI9pjfKXCnqDXiqTJsFnO/5Zq7wlH4vVwhfw2Ry21Wp9yMe4Z3zWv187xsditQiEgjH2mMVqSYmPOT18HlqXsn+0Wq1cId8On62duU0+pi38Y7FYxBLx8Mhw9GFLnc/a8Nk+n0eaWGvdpnykMuni4mLm8Emjf8xm89LyUk9vj8FoMFs25mPajI9Wq53nzm+eUG9V3+rq7uLz+SDRdagvvfTSv/zLv5w4cWJsbAz+fVdX12/e+k1eXl4ekpeXl3fxi4uFhYUP/rmu5OV9//vfL2IWLS4tqhQqtVKtVqpVCpVSrowtxJWVciVUhhdjy1HlaG1bKkcvxpbXXtSoNLvPR6fV9fX0TYxPaDXaVPhElbVqrYAnaGtt06q1ifJ5cFGxjtOUCqVKqUqCz3b8E6e8HT46jW5yfLK3p1en1WUCn6TvVxLK0Pypiamerh6dRpcKn7SQT6N/1Eo13EtyN/ls+cbQqrWzM7OdrM7kHrZ1+ax9ArfPZ5vK6/JRKpSp80mOfByfjQIwaT4alUYmlTU3Ncc+P4nxUamFfOF2th7sYHX09/cnllBJQJaVlV27di1u68HGpsbYfzodzs2bv4hc7GyjNsffEIvaRYfVkcYKw/6wQpbuQbMwEPIyax2qw+pY1C7uNYs9w6p9dUGzsNcs0g+7xa6UZdw3VM+qR6PKhn2pREKR3+3faxY7hgiQS1LbZmsbm+Mns/UgXIcaCoV+8IMfHDt2bHBwcHZ2FgBQV1eXm5cL90UCALzz9ju/+PkvAAABd2BdAdTxbZsLdcB4smZSB4xn3EHcry0HmAAAHE5JREFU2WoXdcD4vpDdOmAcbo4PJwYlMCmJJMmFhYW33nqLRqNJJBK9Xg8AmJubKy4pjuARPIBbjda//Mu/fP0Xr4MN1sxQ56FuLQRQSBXGZWN6E6qAJ0h7QuVz+RmVUI3Lxow7OHMXzTcbzNlw5PW+sIsAdrNdLBJnFqukDBHyhdmdUHnzvJ1OqPD4NplMlkBChd9QP/jgg/Pnz3/1q18NBAKwrnA4fPvObTyIAwAu5F344+//+OnZT6mEmrzszAHjIqGIOmA8myUzD+LOVrsI4LA4Mi7NJ2WIGBNn9wHjQp4wcw8Yf/PNN7/1rW+dOnWqo6ODw+EAAMrKyj757BOSJCfvTb52+rXLxZd/fPrHq6urIX+ISqjJCAFUCpXZYE5vQhVjaf01HQFhfxgTYHvvrhgzzQazSqHKzlfDNsy3mqxZOOKdmXYRwGHNkoQqEUmyO6FifCzFhLrlps3Vd6pb21pramoSG/KF61CZTObjjz++srICl6I6HI6blTcJgpCJZL/97W9P/9fpv/qrv5KKpZFwhEqoyQgBFDJF2r+hCvnCg/ANVSHLsK7MLppvMVrkkgz71pitdhHAbrFLRJLMYpWUIZgAy+4hXz6Xn8qQLx7AuTyubkG3sAGWl5crblYMDA6EQqEEeqgwodpstrNnz/7Zn/3Z4uIi3LpQpVJdK7uGh3E8gAMAhFzhuc/OAQD8bj+VUJMRKqEmayaVUDMu8WSrXVRC3ReSjoQa9of5Ar7J/MjR5bGwWq03b93s6+8zmUwJD/mePn36b//2b0+ePNnd3T05OQkAqKys/Pz85wAAMkSSYRIP4EFvkAyTZGh9AQB89sln7S3tAABAULJGANAoNRajJW3+AcDv9ktEknQ6nAR4AH+QpDNEALAYLRql5oA+VwDYzDaVQpVt5gNgNVkfLPraczIxrFZtqxnHKilDxJjYs+rZ94asKyQgQoRIIAKR5GvAA/iWy2aq71S3tbehKJrAkC9MqOfOnSsqKnrsscdiq7tZeVMmkYkFYpFAJBFKpCKpSCASC8Trikqlevftd2trav1+v9fl9bl8PpfP6/I+LDsfFGLLXucjCmuV163B6/JurrBJDXvGx+MV8AQapcbrSZ7PI815fBajZWZqxutJn39cXpfDJRQIYTkxPjt0vzxejUoj4AmiZu4xn6Tv19rydvh4fDq1jj/P97ozgs+WEbFNPl6317BkUMgUHrdnSz4JNZeSfzy+Zd3y/Oz8w5hKmY8vJpR26H6tVfa6vWJMbDPZHj42yfHZTvjspn9gbW6f0+GcmpjyOr0+d1J83D6H1SHEtlhwn/x5qA6H4/Tp00eOHJmZmZHL5QAANpv9xq/fePPNN3/zm9+89yXeeuutNzfG3/zN33zxxRdKhVIoFIowkQgTCYVCWMaEmFDw4GJsWSh4RGGtcrQGESYS8AWYEHtwUSB8WBY+rA1ejC3HKQiFQrFIvAd8hMLWltahwaFU+GBCTCwSw+ZEmGh6avru3btJ8MGEmIAvEAnXsUiEifgCPibEBAJBony29M8D5W3zgc0NDQ21tLRELz5Q3js+a+9XYnwEifDBsJHhkebmZoEgJT5R61LkE7UuRf/wuDyJSCKXyblc7pZ84p2ZLJ9Hbu66/sEwDpuDoujDiynzwYRY8nxi7lfsrdmCj0DI4/EwESbCRDweLyU+a6IjGT5p9A+sTSTicXl37twRCoSb8ImtYS2f6anpyalJmCwNBkMoGILl1dXV6I7rVberWJ2siYmJBHqoMKGurq6++uqrR44cmZqagqcXdXd3MwoZsF7XqstsNFtMFgInNsnn53PPt7e3b57zDzLUGrXFakljhX6/XywRp7FCAEAkEhEIMmtzfIvVotao95rFnsFut6tUqr1mkX5YrVb42z2jsLq6KldkHKskgIkwj8ez1yx2CgRJpHgoViQSic7yZXWwyq6WAQDcbjdyHoGb74IvEypc9pLYkG9eXl5JSclXvvKV2CZr62oBCabGp/7xO//46zd+/fovXufN8raY5Usd37YxVKodOL5NlP7j27YcCdllmM3mrMwo24TVas3AU1lSh8ViyUC7HA4HXMi/3yEWZ/nxbUKhMF3HtwWDwetl16tuVZUUl3R0dEQiEXg9ma0HYUL9z//8z7/7u787efJkT0/P1NQUAKCqqupc7jkAQFdH13vvvOdyuUK+EBkmt5jlSyXUjaFSqUxmUxorPCAJ1WQ2HeSEmpmJJ3Vkpl1UQt0XSG9ChRWWXS1rb3tkhLXqdlVbe1tTUxNIdB2q0Wg8c+bMn//5n2u1WjiCLJPJSq+WAgCG+odeoL/wy1/+MvfzXLPJvMXGDlRC3RgKpcJoMqaxQo/Hk/bkFwqF+AJ+eutMEUaTMQPfvLsGi8WSgUOjqSMz7bLb7VtuoLMvgIkwl8u11yx2CuFwmM/np/eA8WjHNIpb1bd6enuWl5dBoutQAQAlJSWPPfaYy+WCLF0uV+WtSiJCqBXqCfYEAOCzTz6rqqwCG+w+CKiEuhWUSiVc0pQueDweDEvpQ8JahEKhTDtg3GQyKZUZdyzJrsFisWTHV704ZKZddrs9xZOrMwQikSi7E6pAIEhvQl2LyqrKgcEBgiBAokO+b7/99re//W249SCbzQZfbj0IALAYLMYlIwAgLzev4kYFeDShBr1BKIBKqFtBrVFbLOmclOTz+dI+KSmMh0XiNA8jpwiL5UBPSrJarVk54p2Zdq2srGRgmk8CEqkkiycl4Tie4qSkUGhnth6ECfW99947d+7cn/zJn/h8PlhXIBCovl1NRAipRPo/H/7PmTNnfvfh7/g8figQii7u8bv9IV8o4A743X6SJM98dKa5qZmksAGkMqneoE9jhW63m8fjpbFCkiSDweD8/Hx660wReoNeKpMm97fwYSb2M4xGo1gs3msW6Udm2mWxWISYcK9ZpAE8Hm91dXWvWewUQqHQ3NxcJBLZSAEAQJLkJjXgOD7PnVepVWqNel3RLehuVNxIch2qRqN59913/+Iv/kIul8NhSQzDziPnBQKBSq0aHh4uKi7q7e3VaDUiTCQWiaFgGDYyNDI8MDw2MsYeY9fX1ne0d7DH2JSsKy3NLV2dXWmscLB/EK1H00tyZHikob5hz30VK12dXS3NLUn8IWeMMzQwNHt/ViqTSqSSfSr3Z++zOew9p3FA7Jqbnxtjj+05jdRlZHSEx+PtOY0dEpFINDwyLJFsqMDn80Ui0YY1SCQCgcC4bDTpTcZl47qyYl8Z6Bvo7umG4yiJJVQcx//t3/7t2LFj/f39MzMzAID6+vp33393cWkx9lNt3C8Ch8OBNqB8AV+tVStVysWlRa1Oq1QpKVlXtDqtWqNOY4UqtUqn06WXpEql0i2kuc4URa1RJ/dcaXVaNputkCsi+xkkIGHoZRky0y44qrHXLNIA2EXbaxY7BdgH3URBKpWurKxsoiCRSFasK5FgJOwPrysAgIl7E61trW2tbYkN+ZKArKiouHbtWk5OTuwIcnFxsVar3WSI2el0tjS3iCXixeVF3YKOklTEaDYu65cNJoPeoDcYDQajQavT7jmrfS3L+uWJiQm16uB+f6VA4WBCoVBsvmpILpfbzfaQb/1FKwFPAETA2MhYwkO+8Bvqiy+++K//+q/Hjx/ncDhCoRAA0NnV+eHvPlzWL8fxGB0Zjc6sWV1dbWluEYlFC0sLWp2WklSkt7d3enp6eHh4cnJydHSUzWbDHj8lScvS8hKVUClQOIBQKBTRSc4ajQae+BKL7STUe+x77R3tQ4NDYPs9VMYX+SRJTk1Nvf7664cPH+ZyuWq1GgBwb/zeRx9/tLS8FEuiqrKqmFm8srIC/0kl1LQI7E599L8f1dyuQc4jNytuFuQXFDGLTGbTnnPb10IlVAoUDiZiE6rBYMg9l9vV2RWrsJ2EyhnjsDpZc3NzIIkDxm/fvp2TkwPHpiEuMS9Fh3z9fn9lReXNiptkzNIfKqGmRWBC/fTsp/V19YWMwtvVt0uKSq6WXjWajHvObV8LlVApUDiYiE2oAACPx3Op4FJra2s0wW0nobJH2YNDg1B/u0O+jC8YJCA///zzf/iHf3juuec6OzvHx8cBALdu3Xr73bf1Bj2sLhAI1NypuV52HcfxKEsqoaZFqIS6Q0IlVAoUDibiEurKykpBfkFXZ1dCCfUe+15La0tdXR1IdB3qa6+99v777z/xxBNGo9Hr9QIADEZD7vnchYWFWJa1d2sL8guip9tQCTUtAhPqx//3cc2dmgt5F+CQbzGzmBryTVGohEqBwsFEbEJdWlz67JPPBgcGYxW22UPt7euFnzi330PNJ0lydnb2008//dM//VOLxRIIBAAAVps1D8mLS6gAgMmJSavVCstUQk2jDA0Nzc7Ostns6Znpe5x74+Pj1KSkFIVKqBQoHEzEJtQF3cL83HycwvYTKtxwKrF1qACAf/qnfzp+/DiLxbp37x4A4GblzbffedtgNGxCmlo2k0Z5sGzGSC2bSZss65cnJyc1as0OBCwFChQyF2lZNgOHfGvv1oJEZvkySEC2t7cXFxc/9thjsZ9ImUVMuNH+RvB6vax2llQmXTYsLy4tUkJJRonBYJienl7QxY+yUKBAIbuh1Wqj2+iuC41G43V6AQEAvoEAMDUxNTA4APUTW4f60ksvvfLKK0ePHhUIBDqdDgAwc3/mvd++V327+m7t3Y2k5m5NcXEx8xKzpLikpIgSSjJMiksKCwrLy8tr62o3eYwpoYSSLJOq6qo7NXc2+t+a2prq29WcMc7M5MzUxNS6Mj83X1Fe0d7RLhAIQKLrUBsaGl588cVjx46Njo7yeDwAQG9vL4qivX29Xd1dm0hvX293TzcllGSm9PT2dPd0b/4MU0IJJVkmW0b9lgqdXZ2sTpZSqezr60sgoUbXoTY0NMRtPUiBAgUKFChQSGwd6q1bt37wgx8cP358cHAQbgzBYrEMBgNJko2NjQCAxcXFzs5OAMDExMTs7CwAoL293Ww24zgOFbRabXd3NwCAw+FwuVwAQGtrq91uDwaDUEGlUvX39wMAxsbG4O6GLS0tq6urPp+vqakJACCTyQYGBgAAw8PDYrEYANDc3Ox2u91ud3NzMwBALBYPDw8DAAYGBmQyGQCgqanJ5/Otrq7Cc1iFQuHY2BgAoL+/Hx4R0NjYGAwG7XY7VOByuRwOBwDQ3d0N96xobGzEcdxsNre3twMAZmdnJyYmAACdnZ2Li4tQgSRJg8HAYrEAANPT09PT02n0TygUgubvpn/6+vrgkd370T+jo6NwECZ1/zQ3N+++f6amptLin7a2NpvNtsv+GR0dTYt/urq6dt8/sKuRun8GBwd33z8dHR1p8c+9e/d22T9Op7OlpSUt/pmbm9t9/0DrttVDnZqcLbrEBAC88sorr7766pEjR8xmczAYBABE18YYDA8m+tpsNgCA1+uF62qiO/pGFeD6VI/HEwqFAABmsxleNxqNsOBwOAAALpcLTn2C58TFKsAVP06nEy6/jSrAAkEQTqczqhb7h7AtHMfhVGnY0FqFUCgE50BHl9JGyUNzAoEAXIYLjY1VgA7x+/1+v5/yT9Q/0Rr2o3+iCrvpHzhXgvLP/vXP6urq7vsHKuxT/8BC6v4JBoO77x9I/tSpU2/86r/B5gl1fk7w0f/+X0FBwd27d0tLS3Nycs6dO3fx4sXc3Nz8/Py8vLzc3FwGg5Gbm4sgSH5+fm5u7sWLF6ECg8FYV+GLL77YUuHChQvw+vnz58+fPw8VLly4sKXCF198AbltqYAgSLTpvLw8WLh48eKWClHz4xTizKf8Q/mH8s/B9M92HEj5J8v88/jjj2/dQxVj8tf+68c5OTnDw8P9/f2/+tWvDh069Nxzz9Hp9GPHjtFotOPHj9Pp9OPHj9NotGPHjtHp9GeffZZGox09epROp588eZJGox05coROp3/961+n0WhPPvkknU5//vnnaTQajUZ7/vnn6XT6k08+SaPRvv71r9Pp9CNHjtBotJMnT9Lp9KNHj9JotGeffXaT5p577jkajfbUU0/R6fRTp07RaLTDhw/T6fRvfOMbsc0dOnSIRqN94xvfoNPphw8f3qS5EydO0On0Z555hkajPfPMM3Q6/cSJEzQa7emnn96yuUOHDtHpdDqdvra5U6dO0en0p556ikajQQc+/fTTmzS3kQPjmot1IGwOWrS2Oep+Zc39OnTo0NNPP/3CCy+cOnXq0KFDTz311AsvvJD592tzB2bx/dqn8ZUh92tzB2bO/fr2t799qeASQZCbJVSRUPbzn/4sJyfn/fffLyoqgj3xjo4OBEEEAkEkEhkaGiooKBgdHSUIgsvlIgjS3d1NkqREImEwGHV1dTiOm0wmBEEqKipgXz4/P7+4uDgQCEQiESaTeeHCBbfbjeN4RUUFg8FYWloCANTX1yMIolQqI5EIi8ViMBgzMzMEQYyPjyMIMjY2RhDE3Nwcg8Foa2vDcVyj0SAIcvfuXdhDZzAY169fx3Hc5/NdvHixsLAwHA6Hw+ErV67k5+fDzn5lZSWCIHq9HsdxFEUZDAaGYSRJ9vf3Iwhy//59giA4HE5BQUFfX18kEhGJRAiCtLW1kSSpVqsZDEZ1dTWO43a7HUGQ0tJSOBpQWFhYWFgIlwxfvXoVQRC73Y7jeHV1NYPBUKvVJEm2tbUhCCISiSKRSF9fX0FBAYfDIQji/v37CIL09/eTJIlhGIPBQFEUx/Hl5WUEQSorK+FIRX5+/pUrV6BFhYWFFy9e9Pl8OI5fv36dwWDo9XoAwN27dxEE0Wg0OI63tbUxGIy5uTmCIMbGxhAEGR8fJwhiZmaGwWCwWKxIJKJUKhEEqa+vBwAsLS0xGIyKigocx91u94ULF5hMZiQSCQQCJSUl+fn58DGoqKhAEMRkMuE4XldXx2AwJBIJSZLd3d0IgnC5XIIgRkdHCwoKhoaGIpGIQCBAEKSjo4MkSblczmAwampqcBy3Wq0IgpSVlcHBIgaDwWQy4bDM5cuXL1y44HQ6cRy/desWg8HQarUkSTY1NSEIIpPJIpFIT08Pg8GYmJggCGJychJBkKGhIZIk+Xw+g8Fobm7GcXxxcRFBkNu3b8Pxmfz8/KtXr+I4HgwG8/Pz8/PzA4EAjuPXrl3Lz8+HAzi3b99GEGRhYQHH8ebmZgaDwefzCYIYGhpCEGRycpIgiImJiYKCgp6enkgkIpPJEARpamoiSVKr1TIYjMrKShzHnU7nhQsXLl++DADw+XxFRUUMBgMOfJWVlSEIYrFYcByvqalhMBhyuZwkSRaLtUl8dXV1wXvEZDLhZyGbzVZYWFheXr42voqKitaNr4aGhrj4mp6eTm983bp1Ky6+hELhTseXSqWKi6/+/v7dj6979+7tdHzNz8/HxZdQKExvfEml0rj4mpqa2un4Gh4ejouv7u7unY6vkZGRuPwllUq3k79gfMFh6srKSlZ7Bx7Ct0iov/jZz3NycnJycr72ta9985vfPHv2bH9/P4qik5OTOI5jGHbp0iWJRBIKhcbHx1EU7evrc7vdRqOxqKgIfqMWi8Uoira0tMBPuFevXq2qqoKj2yiK1tfXazQaAEBLS8vly5edTufKygqLxUJRdG5ujiTJ6elpJpOpVqv9fv/o6CiKosPDwz6fT6vVMplMuFM/l8tFUbSjo8PhcLjd7itXrqAoCgDQ6XT19fUNDQ0wDGpqaq5evRoIBOBXbhRFMQwDAAwPDxcVFen1eo/HMzAwgKIoh8MJBoMymezSpUs8Hi8SiUxPT6Mo2t3d7XQ6bTZbcXEx/Igtl8tRFG1qarJarQRBlJeXl5eXEwRhtVqbmppQFJXL5QCAzs7O4uJim83mdDq7u7tRFJ2eno5EIjwe79KlSzKZLBgMcjgcFEUHBgY8Ho9ery8qKoLf8DEMQ1EUzsEJBAJXr16tqakBAOj1euhAuDIYRdErV6643W6Hw9HR0YGiKPx4Pj4+zmQy4ULm4eFhFEVHR0f9fr9arWYymdPT0yRJzs3NoSjKYrFWVlacTufly5fhl3aNRlNfX4+iKPwUUV1dffXq1WAwaLPZWlpaUBSFsw8GBgaKioqMRqPb7e7r60NRdHx8PBQKSSQSJpOJYRiO45OTkyiK9vT0uFwui8VSXFzc09MDAJBKpSiKNjc3W61WHMfLyspu3rxJkqTZbG5sbGxoaIDTx9rb20tKShwOx+rqaldXF4qis7Oz8L3PZDIVCkUgEBgbG0NRdHBw0Ov1Li4uMplMNpsNABAIBCiKtre32+12r9dbWloK97NeWlpqaGhoaGiA8xfq6upKS0u9Xq/dbm9vb0dRFE6+YLPZRUVFi4uLXq93cHAQRdGxsbFAIKBQKJhMJnyTzs7Ooija1dW1urrqcDhKSkra2toAACqVqqGhobGxEX5xqaysLCsrg6+55uZmFEWlUikAoLe3t7i42GKxuFwuuCBtcnIyHA6vja+ysrKf/OQnf/3Xf/3EE08cPnz4pZde+tGPfvSjH/2oo6MjE+KrtLQUxldbW1tcfC0vL28/vkpKSjaKrxs3bmw/vvh8fqLxVVpamlB8TUxMZEJ8TU1NpTe+4I+e2Phis9lx8QXn6CUaXw6HIy6+mEwmjK+hoaG4+IJhnmh82Wy27ceXWCyOy18mk2mj/HXt2rW4+FpYWLh161ZOTs4ff/8Hktx0yDeaUJ9//vkf//jHOTk5zz33HKTY1tYGf+3C6VVarTY6jQrOs+rp6YE/jeHTaTKZ4DM0OzsLa6itrYVfd+/cuQMf3+gUSjgHrKGhIdonBgCIRCJo4cjICFwLC3/9uVwueP9UKlV0Ih+8hbBmgiBqa2sBAEqlcmZmBnKO/tIMBAI+nw/+8J+enoZvkK6uLjjNDFpnMBggeT6fPzIyAh9x+BEbNuF0OuErRigUwim4DQ0N8IcSVLDZbFHyfD4fANDc3Aw/d8MmlEol5DA+Pg7nwXZ1dfl8vmAwCMnr9XqoOTMzA7ndvXs3EolEm1hcXIxOgYNBUldX53K5YC8EAMDj8aLkRSJR1LEOhwOSl8lkcCLf2NgY3AML1hwKhSAHqVQKp8A1NzfDX5rwV7Db7YbROzExAcl3dHTAaXiQ89LSEgyAubk5SLK/v39lZYUkSdiE3W6Hs+m4XC7kVldXB+cXQAWTyRSdIggVGhsbYWcIWhElz2azIcnOzk44SQGS1+l00A8TExMwx8AnM1rQaDTw0WWxWPAdCjkEg0F4a6Lke3t7JRJJ1Dqr1QrJi0SiwcFBmEKgfyB5r9cLH1GRSATfwo2NjXCOQ01NDUmSKysrcAouh8OB5Nva2uAzHBdfarX6hRdeyMnJ+elPf/rMM8/k5OT88Ic/LC0tjc6ljMZXXV0dnD8YTQ/R+IIKqccXrDk2vuAUyra2Nvj8JB1fQ0NDML5gE7HxBcMn9fjq6emJiy/4iE5PTysUiu3HF47jcfEVfUTh9dj46u3tTSK+XC5XXHyxWKy4+ILzYOfm5uCPyKTja2hoCCo0NTXBiTnR+ILkU4+vzs7O2PgKhULwx9Pc3Bx8RJOOL7FYDOOrqakpLr7gy2HL+Noyf83NzcXFV2tr65tvvvnUU09xxjg4HtluDxXi5z//OaBAgcIe4ebNmzlrkJubu9e8KFA4uPj4449zcnLeeett8OikpP8Hh5Tr9uP3viAAAAAASUVORK5CYIIA" 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" /><br />
Actual Output. This new page is added to the Process Monitor Component. It can either be set to auto refresh or users have the option to refresh the page manually by clicking on "<span style="color: red;"><i><b>Refresh Longops</b></i></span>".<br />
<br />
<h4 style="text-align: left;">
Columns of Significance:</h4>
<h4 style="text-align: left;">
</h4>
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<img alt="" 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" /><br />
For details on what these column represent please refer to <a href="https://asktom.oracle.com/pls/apex/f?p=100:11:0::::P11_QUESTION_ID:2615558696064" target="_blank">Link</a><br />
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<img alt="" 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" /><br />
<br />
<h4 style="text-align: left;">
SQL Query:</h4>
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This is specific to Oracle DB.<br />
<br />
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<img alt="" 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/><br />
<br />
<h4 style="text-align: left;">
Pre-requisites:</h4>
<h4 style="text-align: left;">
</h4>
SYSADM should have elevated access to query Oracle data dictionary, especially, v$tables (v$longops, v$session, v$sql, v$sqlarea)</div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-13901722107918456692018-03-31T11:20:00.000+05:302018-03-31T20:40:41.702+05:30Performance Prediction for Performance-Sensitive Queries<div dir="ltr" style="text-align: left;" trbidi="on">
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<br />
<h2 style="text-align: left;">
Problem Statement</h2>
What do you mean by Query Performance?<br />
Models for predicting query performance by data volume<br />
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Predict query performance
for concurrent workload, new workload</span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"></span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"> </span><br />
<h2>
<span style="mso-fareast-font-family: "Times New Roman";">Architecture and
Performance Metrics</span></h2>
Metrics<br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Elapsed Response Time</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Execution Time</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Cost</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query IO Time</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Computation Time</span></li>
</ol>
Measure<br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l7 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Performance in isolation</span></li>
<li class="MsoNormal" style="mso-list: l7 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Performance in concurrent workload</span></li>
</ol>
Varying Data size and Workloads - Production System Data Size grows over
time<br />
<h2 id="PerformancePredictionforPerformance-SensitiveQueries-QuestionsonPerformance">
<span style="mso-fareast-font-family: "Times New Roman";">Questions on Performance</span></h2>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l5 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Where is the bottleneck in SQL?</span></li>
<li class="MsoNormal" style="mso-list: l5 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">What is the cause?</span></li>
<li class="MsoNormal" style="mso-list: l5 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">How to prevent?</span></li>
</ol>
<h2 id="PerformancePredictionforPerformance-SensitiveQueries-ProblemStatement">
<span style="mso-fareast-font-family: "Times New Roman";">Problem Statement</span></h2>
Predict performance of structured query for production systems.<br />
<b>Variables</b><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l2 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Data Size;</span></li>
<li class="MsoNormal" style="mso-list: l2 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Mix of queries</span></li>
<li class="MsoNormal" style="mso-list: l2 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Number of concurrent queries</span></li>
<li class="MsoNormal" style="mso-list: l2 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Type of Workload</span></li>
</ol>
<b>Input(s)</b><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l8 level1 lfo5; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">SQL</span></li>
<li class="MsoNormal" style="mso-list: l8 level1 lfo5; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Data size</span></li>
<li class="MsoNormal" style="mso-list: l8 level1 lfo5; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">System Configuration</span></li>
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<b>Output</b><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l4 level1 lfo6; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">SQL Execution Time</span></li>
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<h2 id="PerformancePredictionforPerformance-SensitiveQueries-Motivation">
<span style="mso-fareast-font-family: "Times New Roman";">Motivation</span></h2>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level1 lfo7; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Huge number of performance issues being reported</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo7; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Time taken to identify and address Root Cause</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo7; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Workaround vs Solution</span></li>
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<h2 id="PerformancePredictionforPerformance-SensitiveQueries-Challenges">
<span style="mso-fareast-font-family: "Times New Roman";">Challenges</span></h2>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l6 level1 lfo8; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Projected data size of production DB - Emulate large
data volumes</span></li>
<li class="MsoNormal" style="mso-list: l6 level1 lfo8; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Estimation of complex query cardinality - Maintain up
to date stats for optimal query execution</span></li>
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<h2 id="PerformancePredictionforPerformance-SensitiveQueries-Approaches">
<span style="mso-fareast-font-family: "Times New Roman";">Approaches</span></h2>
<h3 id="PerformancePredictionforPerformance-SensitiveQueries-Traditional">
<span style="mso-fareast-font-family: "Times New Roman";">Traditional</span></h3>
<b>Linear extrapolation</b><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l3 level1 lfo9; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Measure query performance on small data size and
linearly extrapolate to estimate the query performance for higher size </span></li>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l3 level2 lfo9; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">How do you handle non
uniform growth of data</span></li>
<li class="MsoNormal" style="mso-list: l3 level2 lfo9; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Query plan may change</span></li>
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</ol>
<b>CBO extrapolation</b><br />
Using 'Cost' for extrapolation (Time per Single IO)<br />
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">The proposed approach
builds on top of different techniques to address the predictive query time
execution problem before its execution. This problem can be treated as a
machine learning problem, in particular, as a regression problem, since the
phenomenon to be estimated can be described as a continuous
variable. Regression models have the ability to model a target function by
means of the application of an algorithm on a training set. In our context,
such model is able to estimate the execution time of a query that has not yet
been submitted to the system. Regression models demand the application of a
feature extraction algorithm, to generate feature vectors from an SQL query.
This approach we will only focus on the text of the SQL Query. Such an approach
can generate less accurate models, but in general, the process of obtaining the
vectors is less costly than an approach using data from the catalogs of
the DBMS, because there is an additional cost of I/O. Thus, SQL statements
issued to the DBMS and their corresponding execution times are used for
building feature vectors comprising the dataset.</span><br />
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"><img alt="" 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" 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<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
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<w:DoNotOptimizeForBrowser/>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
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UnhideWhenUsed="false" Name="Light List"/>
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</span><br />
<b>Background</b><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><b><span style="mso-fareast-font-family: "Times New Roman";">BoW</span></b><span style="mso-fareast-font-family: "Times New Roman";"> is a widely used simple
model for text processing. Given a set of text samples, BoW first extracts
each word (token) from all samples, thus building a
"dictionary". Hence, a specifc text is represented as a
"token histogram", i.e., by a vector whose each component
corresponds to the frequency of a given token in the dictionary for that
text;</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><b><span style="mso-fareast-font-family: "Times New Roman";">Genetic algorithm</span></b><span style="mso-fareast-font-family: "Times New Roman";"> is an optimization
technique for nding approximate solutions inspired by the evolutionary
theory. Such technique is typically used when the search space is very
large, perhaps infinite. Evolution theory simulation is carried out over a
population of individuals based on natural selection, inheritance,
crossover and mutation operations. In this context, each individual
represents a solution for the problem that is evaluated using a known
fitness function;</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><b><span style="mso-fareast-font-family: "Times New Roman";">K-fold cross-validation</span></b><span style="mso-fareast-font-family: "Times New Roman";"> (<b>K-fold CV</b>)
provides a measure of accuracy for a particular model from a dataset. The
generalization capacity of a model is evaluated by partitioning the
dataset into k mutually exclusive sets with equal sizes. Thereby, each
partition is used as test set and the other k-1 partitions are used as
training set. A model is trained and evaluated for each of these k
settings. Finally, the mean of errors found in each setting is used as the
accuracy measure;</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">For regression tasks, we used three supervised learning
algorithms: </span></li>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l1 level2 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><b><span style="mso-fareast-font-family: "Times New Roman";">Gradient Boosting
Regression</span></b><span style="mso-fareast-font-family: "Times New Roman";">
(<b>GBR</b>) [Friedman 2002] [Friedman 2000] builds a set of
weak learners, one by one, and each predictor is built using the residual
of the last predictor built, and this error is optimized by using
gradient descent algorithm on the dierentiable loss function;</span></li>
<li class="MsoNormal" style="mso-list: l1 level2 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><b><span style="mso-fareast-font-family: "Times New Roman";">Random Forest
Regression</span></b><span style="mso-fareast-font-family: "Times New Roman";">
(<b>RFR</b>) [Breiman 2001] [Breiman 1998], on its turn, builds
simple regression trees over random subsets of the dataset in order to
generate a more complex predictor. Thus, the RFR analyses the
contribution of each simple predictor to compute the final result; and</span></li>
<li class="MsoNormal" style="mso-list: l1 level2 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><b><span style="mso-fareast-font-family: "Times New Roman";">Support Vector
Regression</span></b><span style="mso-fareast-font-family: "Times New Roman";">
(-<b>SVR</b>) [Vapnik 1998] in an adaptation of the <b>Support
Vector Machine</b> method, which was developed as a binary
classifier, for dealing with regression based on the -loss function
foundation. It makes an -tube around the training samples so that the
samples within the -tube are not counted as errors, while samples outside
of the -tube become support vectors that will be used for test;</span></li>
</ol>
<li class="MsoNormal" style="mso-list: l1 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><b><span style="mso-fareast-font-family: "Times New Roman";">F-test</span></b><span style="mso-fareast-font-family: "Times New Roman";"> is a statistical test,
in which f-distribution is used. In this context, f-distribution is used
as the null distribution, assuming the null hypothesis is true, i.e.,
there is no relationship between two measured phenomena. Disproving such
hypothesis implies that a given model is well suited for explaining a
dataset. The null hypothesis is that two independent normal variances are
equal, and the observed sums of some appropriately selected squares are
then examined to see whether their ratio is signicantly incompatible with
this null hypothesis. The p-value is the probability of rejecting the null
hypothesis when it is true.</span></li>
</ol>
This approach uses few features to quickly predict the response time
for a query with an acceptable error. Other important issues to be
addressed is to use a small set of information from the DBMS query optimizer or
query execution plan to improve this approach.<br />
<h3 id="PerformancePredictionforPerformance-SensitiveQueries-Analytical-QueuingModel">
<span style="mso-fareast-font-family: "Times New Roman";">Analytical - Queuing Model</span></h3>
<h2 id="PerformancePredictionforPerformance-SensitiveQueries-QueryPerformancePredictionModel">
<span style="mso-fareast-font-family: "Times New Roman";">Query Performance Prediction
Model</span></h2>
Use Measurements, Analytical models, Cost and Linear extrapolation<br />
<h3 id="PerformancePredictionforPerformance-SensitiveQueries-Approach">
<span style="mso-fareast-font-family: "Times New Roman";">Approach</span></h3>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Emulate projected size of DB - Linear extrapolation of
database statistics</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Query Execution Plan - Query Taxonomy for IO Access</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Predict for each step</span></li>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level2 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Table access IO Time</span></li>
<li class="MsoNormal" style="mso-list: l0 level2 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Operator Time</span></li>
</ol>
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Collate time for each step</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">SQL Operators </span></li>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level2 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Nest Loop Join - Total
Time = Access (T1) + Index Scan of T2 for Numrows (T1) times + Matching
Time (T1)</span></li>
<li class="MsoNormal" style="mso-list: l0 level2 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Hash Join (T1, T2) -
Total Time = Access and Hashing (T1) + Access (T2) + Probing (T2)</span></li>
<li class="MsoNormal" style="mso-list: l0 level2 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Sort-Merge Join - Total
Time = Access and Sort (T1) + Access and Sort (T2) + Merge (T1 + T2)</span></li>
<li class="MsoNormal" style="mso-list: l0 level2 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="mso-fareast-font-family: "Times New Roman";">Aggregate (N rows) -
Total Time = Linear function of N</span></li>
</ol>
<li class="MsoNormal" style="mso-list: l0 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Add network time (constant or linear extrapolation)</span></li>
</ol>
<h2 id="PerformancePredictionforPerformance-SensitiveQueries-QueryPerformancePredictionofNewQuery">
<span style="mso-fareast-font-family: "Times New Roman";">Query Performance Prediction
of New Query</span></h2>
<h3 id="PerformancePredictionforPerformance-SensitiveQueries-Training">
<span style="mso-fareast-font-family: "Times New Roman";">Training</span></h3>
<b><span style="color: red;">Data Collection : Query Execution --→ Data
Extraction : Collecting Query Features and Execution Times --→ Model Building
via Feature Selection, Cross-Validation --→ Prediction Models and Accuracy
Estimates</span></b><br />
<h3 id="PerformancePredictionforPerformance-SensitiveQueries-Testing">
<span style="mso-fareast-font-family: "Times New Roman";">Testing</span></h3>
<b><span style="color: red;">Query Planning : Execution Plan Generation
--→ Feature Extraction : Compute Query Features --→ Model-based Prediction :
Estimate Query Performance</span></b><br />
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
</div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
Define Features and Labels as shown</div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<b><span style="color: black; mso-fareast-font-family: "Times New Roman";"> <img alt="" 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PYaXuPixIsn854AsC7xmRd7OrWpZGLY7gouDYBhsuXSJNPWlZ4tcBrkv2ZLqs3QoM0F7GoJJNMjDjyqjADQIGCPDtnxtCZ5ZvTxKHqOebFXP/91tqW+eaxK9ehjKY3FY0N3mhZ7cUS89v2CjNJsT+c7AdCKO7sn6w6AI7mP9mbdBZDNosiH7weQxij53dfwSqH77fIg2cDNZ/KdVyabSwss7WS0LsX6RP4TALfLg4cFbrpZFnCrLPCvgPUn8hxUo446V8cAcKiMHB+2i9yhdiWsJCSMReQvqHNum9hTQq25h8QRKNiCnDXIWQJObqdzYKWAlQwATeFIGovm0q4uYhdBhEr4aGGLeEF1aUsTL/f3M/zSU29uzPHHlRGtHuoS3r+X782ygDGhO/Zm31WKOiyUiKQTMxhlgwI2ckS8bRk33yjUubGnLhW6ST8nNxYpRR4+l+94pcB1Wvh+Kq9BP/GSaZEnAJuSp+rRJmH1WYqRh+p4DAC7M++0F6pJ3mP9xMsA1qRaGaffoPEZY0N3pjPKAAgkoukRB+MaCi4Wuq5PtVmXan2l0H1L+o3DOQ/2ZdkDSGeUacac0Ig60lptW9VMHxG8TTPqqFGqzfiQbaNDdgDYn31vW8ZNAAmNhZPC9vDFQrvyILngLXfKg+zLQ3xrkiqb6VpxZ2+UBbSWaknilcO5DwAcy308I+LAQ0qYfUVIYF1afEP+5PC9YbRMAEF16RPCdhOhdhk19xDxHZImg53ZYXpPCbXiErIXt3wu2oUMTYgFEDZBzAUAMQfCRkjEELEgbAA7CxIRxDywM8EtAgAhHdl6yNIDtxC8CtS7QMQCAGEDWJlobtljIWJBxAY7C/yqD72BrRChEj5CUppKTuU7jggy/j8P7QmhO47lPsxnd8tB8s5CDa7PKOHUAHhcGTE5fG9QXfrw4K02JU+lc41Sbdal2kg/bEi7Kp3IFfNGBG8NqctMbSoZGriZzmcBsCr2HhOyo47f8mJkmxLfyeF7AbhUxYwK3kZtblgUf+58gSsAi2IvxchDGYyycaE7I2g5bGHzlPB97TslHcl9MC/2FIB0Rkl//3UFrCr9xMu7s+4ACKNljQvdSeMzo+g5Q4M2a8WfzWCUacacGBZs7FubUsSm5rOqAMyIOLg/6540t1tlgeNDd1U30ylcWkpj8YjgrWG0rIPZD6SdkuIaCsaE7OCK+alNJYMDN0l/ihwmpYbXuDrFcmWKBYDkpqJiDtUo1UbqYC9q4ujQHdKuUmmMUo6Ipx5tcqHABcCerDvDg7eSXr5dgIiDoh0IkUGuIYSNz8/tKaFSzJCt1/KZX42ksWDEIH89ah8DQPUN5CyDiIWM2cicj8JtYCaj7BQK9yB9FqpvgBGFpPFIGIvys2ClIEsXAjrYGcicj9wtSFNG7SMAyFuDzAUo3I50DTB76EE4IlTCxwNdwLpfEaoWfexXn+X/8zYwSrEKqEt7h6a1t+edhepUFa0df84oyUwt6lhsQx6A4PoM9ehjRsnm69Ns5YKMNaJNMpnlx3MdpobuNEq1Wp9mG9OQpxV/NpqeV8qpHR+6a2WSqVGyuXb8+dauTACqm+n6iZdXJl5Sijqsm3Cxlt+0Ic32aokfgNvlQQvjzvLEAuuSp8pRR1alWOokXNyVdbs17eUitzUplgB4Ir5mzAm78sCqZvr82DNGSVdmxhx3qIwE0CziTwrbsz3DTiQRH819NC50F0fEK2bXrE6x3Jh4RTv+fC6TAkACybaMm9KbVymGKZbnC1zMi72O5DwCkMoo0Yw5wRByAVwt9Z0Xd9ooyXRL+o2qZnoxu0Y7/rxR4iWdhAslnJqQ+oyJYXuO5j6SABbFXnOijxslmR7OecATCxIbi2ZEHFyfZquXeHFpkilLyO3sv0CE2oHmIqQpI0zmlQ/GfAxChQhpKqB5IHclauwBoNIamQshYiJpdMszskIGGDFoLgfFHKmKAFBqgpKDAMAtRspUNJcjxwCV1gDASkPyZHCykKmNspMAUHoc+es+9DZKIUIl9DhiiSSoLn1b+o3ffFd956WvHHXEpsSnq56kfD3vU+VL4zMp3HpGu6EVOCIehVtf1UzniQVOVdEHc+5XcOvpfCaFS6NwaVwRnycWSLvRsoXNVc00CreeL36+e4VALKzk0hhCrlAikkDCEwsEYhEAoUTU2pO5js+o4TUCaJ9cIBbyxILWz0whF0CzWEDh1knvhqVwRXxphmKJpDVDlrCZwqlrFrc9BsMWNbfv8csXC6UJpWsUS8TNIn7rUAx1vCYKt741OU8soHDrWp/baRCwpKUFUMNrpHDrW3NuFLApXJpIIhZIRGRgh/eC7ouYfogdiIbgVy7zMQhVSEfKVDCikbcKNQ8BoPoGsnQhbES6BhjRAMCvRcEm5BsjczHS1CGRoOQAivYAALcIaUpgJiNzXktbrESMTC3QPZGzEnQ/AKi4gGydD72NUohQCT1IGafufL7z2JCd33otHuBvZJL7KKGx8EMWoFePlEQgQm2h4hJCv0aGFniVr1usx9pQryBnWcvn6mvImAMJH1kLW4RafhpZiyBsRLo6GkMBoOo60tUAoDEYaaqQiFG8H8X7AYBbglQFcHKRPhM0LwDg1yBNGaxk5Big3g0Ays8Sob4nRKi9iUYB27EqeknCxS89df/0XamTcMG1OoYjfpcHSd8TItReDREq+LXI1kfoP1Fy+M0Pk/SUUCutET8UFDOUnUS6BpoiAKDSHKlKqL6KpAnI1oWwASnyaAgEAEYc0pRRYY5UZSRNAIA6BySNQ+1DsFKRNA6COtS7IlUR5WbIXIgqGwBIn4k6RwAoNUHmnA+9jVKIUAkfDL5YmNJYvDX9xuDAjV976EwO3W1T4ttNvY3eEiLUXs3nLlRmAuJlEfkt6hzeavmeEiq/BvWuoNqj5j741LbpNA/UPQE7C5xsSPhgxkPQMsglGLGotkdTOJhJACDmgeYBmhcENDDiIOYBQFMEqu1B82hJwkwCvwYAuEUtz9h8eIhQCR+AEnaNbamvUsTBf7hrDwvYsDHtamxDnkjS6TazLocItVfzWQu1xh4R3yBpLNjpb5uEvL6tuyFCJXQfTGGzX22yXsLFfr6rv/ZarBV72qkqurV/yscAEWqv5jMVqrgZhbsQ8k/kGUHY1JmERKjdDBEqoTtIbCw0yX0sG7jpC49Fk8N2n8hzKGJX93ShXgIRaq/mcxQqtxCpagj7pqXhsFMQoXY3RKiELqSOz7hTHqQcdfgX76Xf+yzblGobUp/xbsPWfxgoXJqM69yw+qyeLgjhXViTajMiZFtPl+IDQvdB9G+IG9TSG7azEKF2N0SohPdHJBH71aZsSb/+y9MV33vpq0cfu1bqJ32ZyUcOhVsv4zLHKMXausSHRK+LMUFbxoTs6Omd6IMgEaP8DMJkkDEbvIp3zIQItbshQiW8DyUc6qk8h1Eh2//ntXhQ4PqTuQ7J7cb9+fih8hr+Dtz4X0+9Lzx1SfS6+Mlj0eKEz0APgjpk6SNUBiUH8T5PlxGhdjdEqIR3gM5nPaqMXBx/4QtP3T99V+knXvagxrcfZ6e3IIGEK+JzRDwSvTR4vXCv6xzMRCSMReRvqHd536yIULsbIlTC28MTCxIaCzam2Q4KWP8fTz358L3XSv0KP8reRgTCpwD1NsK/RfI0cHK6IDci1O6GCJXwNhSyq62KfRQi9v/DXXt44KZtGTcSGwvFnR98lUAgvBUiFgq2IEQGees692zMayBC7W6IUAmvoUnI8alJWhR/7k/fVV956i2KP+tWHVffG3obEQi9GG4BUhUQ/q+WF6p0FUSo3Q0RKuGlxDbkH855MCRwwxcei+TD957Odyzl1PZ0oQiEzwC6D6L/RNxgNIV3cc5EqN0NESqhPTW8pltlATMiD/7svfTHpyu2pF8Pr8968RVjBAKhWyi/gLAvkLEQ/G7omkCE2t0QoRIA8MVCn5qkjak2P/os+8F7iWbsCbuywAYB680pCQRCl8CnIlsPof9E6fE3vzfm3SBC7W6IUD9nJEAhm3o89/Hw4K3/89QdErjhXL5TKqO0p8tFIHxmMKIRPwRRP3TBszGvQcxHxFeosu3GVXzmRP+EMpOeLkQXQITaOWp5TfcpYdpxZ/7todvP13BpkqlvTRJfLOrpchEInx/Vdgj/GskTwc7o3hVJ71Az5qLSgkS3RMg/yR3qZwRXLIhtyDNKtfnLf903nnozIg7YlQUVc2p6ulwEwmeJmIOCHQj5F/I3QsTo/tUJkCKPiB8R8TWJ7ok/UXWt2//H7ocI9Q3ksSpNizzlw/f+w33hyGDjnRl2qU0l5DFSAqHH4BYgRRlh/0X19Q+3UjGPRPeG5FOo5yNCfTmNArZHdbxW3Jk/nq74xnuJfsIFD2pCrxi2nkD4lKF5IPoXxA1BU0RPF4VAeB4i1OeJpucdyr4/yN/oS49F08L3nc13LufW93ShCASCCGWnESqDzLngUXq6MATCSyBCbYHKa7ha8lQ+4sCP3ga/+q7amXEzkp4r+CRqIQiEXo+gBtmLESqDMpPuejaGQHhvPneh8sVC39qUrenXf/dd9afvKt34C08qI8mADATCRwQzEYmTEDsEDcE9XRQC4XW0CZXGZ1Zw6iq49Z9J5DApp/OdpoTv+5e71n88FxunX/OqSazhNTYK2FReA4VL6/ESkiDRdUFjl11EsiqSxve2mIDwf8JXBlHfIU0RyRO7OP9k5U/jCUjCx0CbUFelWPyf00wZ13mfdvzTY9E/3LVl3BbIuM6VcVSVcVCUcVSXcZnzfx46X3jqyrgt6PESkiDRDaF7y/dHRH6F7MW9LfSQuwIFG5C3ulvyD/8OKfI9eAomfEq0CXV27Em5wI0+Ncm+dSmB9Ay/+lS/ulS/+k8qXKix/QLXfeOpPTv+1L3KsMD69CBahjT869N6vHgkXhd1qYH0DL+6VJ+aZBKdjb257lc8v0SWSg+eaz5SsnWRMrWnC0H4RGgT6syY42rRJgAgQHM9A3x8gsGTPCkOC6Okstls8MQ9Xx4SnYmW3ZLQedxpJZc8v0TaNDF5hvo5MheQO1RCV9Em1FkxJ5SiDgOgVlMjg8Pp1LqGmnpade2nFPTqOl4dg1vb1ESl0al1PV4eEm8b1NqGmvro0IhKCnle4l14VJNz2fMrJE/hk37rz0GESug6Ogo18jCAzPKCZaa7tt05vcv+3M67Z0mQ6PmwP7vt7ukVZntSirN77mDpxTjU5V32/ArJU0n/9echQiV0He3aUONOTQ7cxaptSMpInXNy7b/Xjv1m/cT/bphEgsTHEF+tG/el0XhL59sZyalxhM6QEZ98LMzV0u9bSfjIyJjUuLj4ni5RzxMTE5OQkCCQANlaRKiErqJNqJqxJ+VD9gpZzeVFJb4B/r7pkf4Z0SRIfBSRGe2XGfUkwjshPbmirLyE0BmqSytM00LMfb5B7Lj8IkpJSWlPl6jnKS4uLi0tFQHIIkIldBkdqnyVo44AqKqsio+N67kiEQgvp6mOzmVzeroUvZIn9fmXPb9Ciry4p0vy0UGqfAldx0s6JVVSKqOiosRicugRPi7KK8obGxt7uhS9kkc1OZe9vkLSFB5pRH0OIlRC10GESug1VFRUEKG+G0Sor4QIldB1EKESeg1EqO8MEeorIUIldB3dJVTy+Dihy+klQhVRMyMd7962c40upfMBgFcd7/HI7raDXyJF8GFK0FSeHBuWXs5onfIRCFVYkxsbEpFOZX9kT8ISoRK6jrcSKiMn5MkNczNz61sPAsua2yenpfjbm1tY21hbW1+95Z/b1DZH3FScGP40MofewcsiNiXN92lUQQMPAJrr8+I87tjduGpja2tjbWVz3TuDvHmU8Eo6CFXcXJMd8vjBras2tra21pZW90Ky6j5sccRVCW5Ojx3Tqbz2U1klrlu05UfIz9LffjWmjAtRU9SdjeNHjJu9YM2Je4nsD1IyZpyl1tS/l1snt055iVDZVWkRLnY3r1+1sbW1tj1FOugAACAASURBVLa+dju4kNmdhWp0MBr+5R/z7+V8mN/grSFCJXQdbxZqVbLzjrlTldU1dfR0F87V324bU98sASCoz3bev3KOmuosfYNlSxbrzB47SmnNWYf0ll6Y3Azb1dP6zzoW20HA3OJHxn8N1DgfXwsAlMAjM//8T9+JC5cvX7Z0id7c8aMUlh69ncQglc2El9FBqLwK1+2T/vfdINXFBstXLFs4XV5xjo5FaAHrQ9WNSGixOycM+fc3/55rl8xt22N5Ued05CYtvZXRMkaisD5w66SBM44FcaUF62TxBNXJTvedI4obO3VMsOKtFk4dtNw6qXXKS4Ra8GTtxF+/6j9dZ8WKZUv0dGePGaVqdM4xq8vGdpQ05YS63XWLpbbckXJTHM7tPnYzsYb3+nQfGiJUQtfxRqHWPVo36e/J2wIpAMCoTHriGFfLFoNf53Fs9uBflc4FVLak5+bf3zGzb/9Zl8IqxQB4mdfWqgyacyq+w+HDLX6yY9DguZcT6gCgynf39Ekqxh4t50hhqeuR+f1+UzTxLSUNPYQX6SjUUoeNKrIzzmZIFcVMOD3nt+/ld/pUfJB9RyIocdo8bsbqDatVRi+3zGS2erI55NC8afK7AujPFqR5bhoqt+p6wbuth5d4efKgqTuflncqlSjtho7CsFW2r71DLXy8euxU7aMhXOlXTs6NDUq/DZhrFU/romuSSvuNKn1Uj6a8OOejahAiQiV0HW8UapHNglF9Z5yIbOiQjJNxT3fioFnnwjq0CTHCt076Y/iquxVCQJRz3Uh96LwzCR2FWuK4a+iwBaaJUqH671OaorzJqa2qTlR4ecGfgxWOxdA/soYWwkdAR6GWORqrD1c8k9py78b23zFz4HDDh/kte46gOsp067rlS1cs09fdc/FuJgcA+Hk+psdt3NOlexyvMvaJyWn75AZpEnqcw3nTq55FfEBc5HR+3wptndXGu12zmS/ZF4UU+xVjFx53yAi/u0hupklgpRCAoCr44RGFob//9NNQxYUrTj6IpGQGnjCe1e+r//41Vm3lzhNO6SwAEJV4XDuso790xfLl60655DU904ukIdnxxIrlK5bq62298jiThcbE24f0hv3369/kFOcu27T7ZmS1AADokU/OGBgsW7HMYNneW7GUZweYqDHl0a61S7X1dptbWJ9YqTHC8Gqby14i1KInayfKLzwS0FbP2xh7QOHn0VrWRULwikKtL195nCxtgpFQIm6dNbubXC2CoC7S3dLC2c/HbOViw302fsUAWBmO53foGhisWLrKaPejZBYAVlmg5RL5wb/854+xmosNtpk65jShLvbmOYt7KTUt98B1We7HDFctX75ymf5ik9tPq1u2gpPlb2XqHJzgbr5j3RLt1futfYs6tZN0GiJUQtfxRqFyM64Z/f3nH5Nmb/fManx26IsLXPYpyCofD2N0yExIvbNyUP9RxkFNgCTvxlsKdaNjTdsC4qRLmgN+VTFL/fj7nhA+NM/doTpuVpNTOJUoEANgFz3ZMv5HhbW3snkAwM56uGnxVM0VR86dv3L55HY9teHjNtgk0oHy+7qy/RecfFoLQFATsHvQb4MU9wY1SADwkg7PmjRltV2VpCnstL6a6sp9Z89dMDlgcuBBFuP5WkpB+ZPFIzSOulfwmnMuaPafvMWJKgTE9LQQu9WKQ/v3k19x4Nz94Mz60uS7l9eN/+HnsXM2X7h6P7xUAEbO4/3rdFbuPWlmZm52cqm6wvztN3NZAJiJ14zVpiguPXrhwvmTO1ZvuHgvsjA/wH6/ep+fBiuu3H3O4trTrAY0VwVf3qGjt/WgqZml+QWj+SoaK85GVQkAXqzNOo2RE9ceP3na7LyR9qg/fh+3+VZaa4FfJVStw/5tHR/E9ID9k/sNWuxah8bw85NlZZfY50tnxF+e1WfU/LtpPAjLri37+d99Rmsabj55+aZXSh0949GFIyv3nr1gbmZ++oDOqAmzbMNpAn5dqtsxPfnBP8nO3HLqjI1LOIWDpMtKv4+aZ5/VDAip4VcWzZ62aMOpCxcvXzqyYqbiBNWjHoVsQML02T/iu98HKK05YmZxZquB+qTJRs4F3VlLTIRK6DreolMSj5rsul+x/09/DB6jseSYX7kQ4MRZG4z4W9M8ltshMxHtyfohAwcaetABvJtQhRVOu2SHapyOrO2WzSX0ZjoKtdLrgOIP3/efOHvewtnqo9W1jS8+KKxhCgEIqQ5bJ/6itiWC1rJsmc+BcT/+ZHAlVQiWi/GUYdomETSgocRxzfz1W/VVj4YwAGHGDZ05GrtcqUDhecX+E5ddzZEAQF1GTi33uRM6L+7K4mEz9wVQAXATrfSHTNvsWS298RJGndCeMW2X/7MqXzD8dowcsfKatMpXlH1/q+bw2ZeCqCKhUCTiFdw1/PWXaaeiG/i1EcdmD1lwKlza5UBIKcjJLuQCyLRVHKFxMKjlEKEEnls6Yuqux6XNQqFQKKYHHBrbZ9S6h/kcbvy+Ub8qbPJiAoAw77HxuKHDja69+Q61g1DBTLtu+Lec3r0KSVOsmcaUiescpHeHkmTrBcNn6D/OFACUm7q//TxA92ZpSxp2WWJKTiaVIxIIhLza6MOq/cfudK4WAqh33DN/2IJzOc9yjzefJzdjqWORBIyMi7pDByw1LXxWmERb/X7fj9zvVCYBL/DYlP7qy2/GMwEgz2HFhAHal+O6scKKCJXQdbzlYzPCqqwYZzPDYf/6r9x8y0IBK9FKb8DAmZdjOo4DJ6h/vGX4kFlHk1iAOPedhCrKt1s5uL/yuRjS3ZfwPM91SnLZoTJguIGpq6frrUPqI3+W3/OQKgYAUVPIganDVlkmtF3uMWNPaY4bv+ImBaC57xirselxZiMj3/3gTmuHR6abtayKIUy1XTtbbaVbFQB+3r2tU4cPGjbB4FpEQdOLvXSaE000+k9cZRpTWkelVqR5HVf4fdx2J2kzZ4PP/jlTJm9yKXm2bJXTellZ/SsJzQBQ63Ny4cAvfx2nPFtNRVlVRUVp4rDf+qqZxlWXhZ2dO2byxZjnV8aIujRVVnmHW570xjvh3sbR3/44UkFTXUVFRUVFfdrIfn9M2OOSXZt/R2/IsO1OxVLx8DNuG6gMW2nz2jbUlwi1KebC/P5DdB5WSppiTNUmT2gnVK0WofKLLdfKTd3pxJLOkAAQ5bmdXak8ZqqSmtqMCX1//7HfpgdVPEBSdHfzrMGax1pPEgkW8+RmLHMtE3ELHq4bNXq/V33bKYbiunLM6Fmn/LkQBJyQH7XjZjkHAISFHptn9p95zK8bb1GJUAldR6eeQ2UlWCz+7Y+xlzMYJR77Zb8bY+xW2WE+N/PUgr9ljR/WCAFhtrQNNf7NQn1CbVuA47ltVN/+SxxKOt77EggvVPk+2aw+UuVSHgCg3HHzxDHj93tSAAjK7i0d+ve662ltDfycxNO6c5W3ONYDqPUyVll09G5MjNOOzXdi8xJdz60wcEpKs11voL72fktLHlilGaGWRpPlZEeqaJ+PruuwEzfHm88Z/s1vA8cqKKkpqygpyY/o++V3oxZaFgBA09PXCZXqdlB9xKgFZk/jo6OjoqKiouJSC4uqWHx+jtu26QMnm8Y936OKEXFxiqzqTnepUJnRVw3GD5p+1DE+Jjo6KioyMjY5J7e8iStoSDabP1R2t2uJ9KDlp99eqjRs5es7Jb2kyrfiztL+/Udvi+KAEWmqPn3SBucy6ZycW3qjFBY/yhKAV2xpPGr6aR/Os6bqzMd71CYobDFziYiOiQ122TFrqOzmuxU8QFJ4Z9OsQbOPt1ZjJVjMk5uxwr2CR086r/n3aJPAtq5cqPFaPWOOgVmMCDz/4/IjNppn0QCAn++6Qf2vOSeDuvG98kSohK7jDUKVcGvziqtoz3ZniseWMX1Hn47n8Gv8No/+ecwss2xWawZNaQ+2yo2ZcdCzVAiAn3VtnYbcItOc9mt7Qah7FeU1tvs8O+IkVeFXVP/6a46JH+3DPABP6FW82ClJbsbxOKnsGDH7Zv8ua2CaxQa4Mfsn9v1l7rncZ49s0cJOq4+TW3dLWolb77p75iwjk9Mb512JLOI1ZV07tXrhjiN7t680flIJQMKm5tZId8mmpHsbZH+UPRbcrg4FbP8Ts/9WWWUTkFaQnZ6clpmfmfLoqNoPfylZpIsB5tMDrxFqc/JVQ/lh822zWnPjl1XWs4SgJV9f/PfQ5bbP3vbaWEetqmkGWDEX5AdP2+0jvf0VF3semT1syqHA1pohSQ21lsYBn+q1cdifc45G8ABAUOa+e9po2Td1SnJYM3GG3smoZxfOgmz3g5P+HLzcKpELCNNvL9EcYXAnHwCaK9wPTuk/eZljtgC8YstNI6eZeDzrqVVy1WDIUKX98S3Fjjk85+/BG+5SeICk+O5mlUEzj7UWIt5intyMZS6lIn6py9JBv43e8qS1Gqrw0YbRY9XOBtAAto/JVCJUQi/lNUKVAEB1yLG9e7ZdvhcQFuztar1WfrSK9rm4JjEgyHI8qfnd8DkbzjqGBQf5+/uYG4/784t/qx1Nk57xmjNsVk3+78gl5h6BAb4+3t7eYZnVPAmv5NHG3/uonI2TPof6dNfUv/9W2fsoJCjQ39/38cmlilPHaV+Ko3bj4UPovXQUavH91ZP7jDoQ3WJNYYrNkgE/j9zlXCyCOP/xdsVxfy04+sArIDzCw37f4knjVh6JeKZFqv9uuaE///rLGp8iFkB7en3zD9/9rGGwwasGAIQlPpuPHD1r5x4T5m9/eNFoZWOH/LbLRkGOnfaQL0dtedT+QZb6mCvy//lO6Ui0EM3e25Vlh616XNgyi0t5uOz33+eejpEqWkQJP6M9eYrO7jtPQ4P9nzrbHtfffzuOKoSgyufIwgnyi04+9g8J9bI6sPfSdZ9qQER9umVKX+U1pk5BcaWNIklT1t1NauNUDc3cAoMC/P3unluxx9IjmwlJk+d+pZED55z1DPZxv7Vn7i///mbESuvE1hK+RKj5D5YN/2vkopNOocGBfr5ed/fPnzR1+qrrudJtbUi5snTMsOlrbvlGulltnSv3hcwgQ8dsHpoLLq7sN3KvE6Mln4aIKyvkhmrsuO4eHhJovkP1rx9kflhjX8kFwI6yXDpZbtI+O//4nNJmCeIuKf0xav69HAHETVFXdMaNHbvO3NM/KDT0icXqWeNV9t/O5QLiBtd9cv1WnEuvBwB+jsOyyd8rHPQlQiX0Ct5U5SsR0eLtdyxXV1FVU1XV1Nn9oKBdPU1D0sPDSxWU1dTV1NTnzF6zZ4eh0qSBc488KOQCkurgm7vU1NXU1DQ01NVUVVXXmPlXCUCPuW645ohzfiMA0NIfnzJQU1NV05iprqampqa+7250Lbk3JbyCDkIV1IRZ7Fm77V7esx1GXOB+aNXSg48SGQAgqA4zX6ippqKqpqasuvqAXXq75n4RLeK04cJ5G+/kNogBVCXYb1Ses+1CQMsNk5if7XJ45XxlVRUVjflLrsfS2veIqYuy2rpwqYVfSfvKWXF9qp2x1sajXnQIU+2OGhtbRDyrO+bTwk1Xrz7lmNdaaywuC7y4Za6iipqamuqstaYhhY2ilg71Zd6XViqpqKmqKi/YfiW4mC8BAH76g+26qopqi1bbJzMlABrS7Y/qKKmoqampqi4+6phULRRLAIgas+9uW6iirKyx5oi9q4ftWZOLHvmtx+pLhFoVY7t3oaqamtrMmepqqmoas0665rYfP6Im/vEBLSVFFVWDE/f9Xa7vNbEOKuJBUO1qvnbr3Whu648iKnE5s1lDUVlVY47WoZs3Lm7cddOfKn1IqTzCxlhVSVF5w+UnpUKUeR423HYmtFz6SzSlOB6Zqa6qpqamqjR7u5kXRVpWISv27hYjc+cyBgAIK6JM9yw7dD+lGx8uJkIldB0vEWoVpSo6Kloibj0YJYJmNpPBZLE4vBc624n5bBaTxWKx2FwhJKIyz6PaqiMW7bZLqpFAIuI1czksFpvFYrFYXJ5QDEAiFglFbVmLhc1cjnQZNotDHj4lvAZKBaWpsV0fGpFIJOrQ0i8RCoXCtil8LpvFZDKZHP4L52OJQCho3Q0lEjFXIBR1mM3jMBkMJqf5+VsjiVgo5L9sPxUJhAIRAIhFIpFY0iGF6LkOCRJhM4vJZDFZ7OaOWUkEHBaLyWA2C9pPF/G5TDaL3TZNzGMzWSwmk8XtePkp5nEZTWyu1MTi9r/N45rcDkKVSACJWCTgctgsJpPFZLLY3Bc7TYj5bCaDwRFIAEjEIrFYmkooFIkl7QdnkAi4TAaDyeIIpettmysWclmMJnYzXwQJxEKhUCSWtA7sIJb+PwwGR9C6bolELBIJW39AiUQkEopEkm4cC4IIldB1tAl1Zsxx1ehjABqr6pOj4985R0Get+3h82Hd/DQ24TOEXlkrYJLeau+Ca33RJc8vkSL/kY379xGQq43kqT1dCMInQoc7VBmP2aMyTg1NONw/YvfI9JOj3iEyTo/NuTAx//zYzHdKToLEq2NIwmG55GM9XozeGL8mHr0S/BMix/ELSlBMol3EqCN9eg+eggmfEm1Cta8I2eS0bcXqQYYGfdct679y8R/vGPp9Vi/5c5X+uyYnQeIVYbjkz9X6fXq8GL0x1ukPiH7wHWz+AZn/I9Ehdv0D5fN68BRM+JSQ6fDtuj1kZBqOnCo5cYFne5tna9dsQ4LExxIcyxtc65s9XozeGJyrTiK3ifCSwTkS7cJUBn4yyFbuodMv4VOjTahigGtnh3/+My89PSgzky4WN0gkDWIxCRIfQzRKJIV1dRQWq5Hslp0POsCtfshIWSWuNEb1VhItETkbO2RQaNqDp2DCp0THO1QHB/zrX1VpadFJSa9YnkDoMSgUSlNT05uXI7wMvghF5U38j+rVaT3OE3/IyKCW9eYlCYS3oKNQHz/Gv/5FSUmJSkx82dCDBEJP0uE5VEIn4fF4JSUlfD4ZNaUdTk6QkQGV+uYlCYS3gAiV0GsgQn0fiFBfAhEqoUshQiX0GohQ3wci1JdAhEroUohQ2+hdrUu9q7RdAhHq+0CE+hKIUAldypuFKqzLDfW8d9XGxtbK0vz6fe8CZsvCHGpmhPPN61dtra0trWzvRhWz37QydnmCh+NDB7doCve5wdtE1ORwt9v2PsllbBEAQWNBvLd/vPQLAEBSkxbkcM3Mwtr26s07jx49uHPjqq2VuenNx375TPDqMyKdb924Zmtja2trbWllc8M1nsqRvhuTluJxw9rKwszsdkByhQioSvS+Z2tmYW173c7+0aP7dtdtbS3NTe84hxUy3vhjNVenBz665pdY2taHQcyvyw198tDO1trG1tbW1srC/JZ7XNELJ30huyzF9/4dh8CYQuZzsySNWZ5Ojx3c48tZ7R3JLI7yun8rPLu27fwnYVPSI71D0mqk4801V8UFu9+5H0lpaFuEWZkZ7h2U+eLbBSTChoJIx4cPXZ8m1z4/Dh+vLDLAyf5hYHYNTwKAU5UR5R2cWvNCHmJqwpM7NhZmZuZ3nMMp7Qa945aGu9uZm5lb2N5yTG17MQuHkuVtY2lhZWVlez04u+5Vw7FKaLkB9yzNLSytbByTKppec6HQm4UqpBVGPbK2tpLuJ7a2tjfs7B/Yh2VWcQGI6+Me2NlYWFpYWTsGJ9GeS8ot9vZ0dU0oF7S7xG3MjXU0M7OwtrK9eS+2/Nn+yGssjHG8f/uajY2trY2NpbmZc1hG/bM/qjcItTbSz/V+WC6jfRmFten+1y0srCwtbVzjSzkvSyaglyT53711/Zqtra2NtZW1zdXAzFoeAAGzKNbpwZ3rNja2trY2luZmTqFpde0zJ0IldClvFird/+jkYf2GzdBasVxv7txpwxS22wcWiQEUu27XGPiznNqS5UsX6ykOmqi7xyqC/tpBrPPvLOv/bxmZL0aYRNR2mMGKMZnVX0ZGpr/RnUI2AHriFf2fhyy2L2p1tDjfx2rP8gU6+kt0FIZ88/X3sioLDRYvmrdmt1l0Eyq8N0365dsB03RXLF+qr6ets3iViWMBQyxprvQ13zRz4vi5+ot1581ZYHjeK7Mm1+PCVoMFevr6cycP+OrLn8dp6i3VWzhvw5EbMbXPF/d5aN4nNvSVkfnd8ETws6HPIazx2jftm68GKmgvWWpgoK+rtWDNCYe46ueTMgvvbfxLRkbmR6Utfh3Ol5KGVEulL2Vk/vHHstt5bVcZknK7dQu+k5EZss8ur9XewmKnXeq/ym/zbwQASbadzuh/ysj8PM8solXSuc57FX4bu8/nhdezixlxl2d+KSMj86OqTVaHU6qkxnvj2G9lZGTGHPatEQIoc907s8+UzU/pHTLgl4VdXDF9lPJcncXaqqpTR2ufCZBeG3BKPI7rTp4+XXORvo7W9EHT1loHlUoAQW203e6FWkq6i5cunTnyJ1mFRZaRlS+Oe8etTrDdtkBx6vSFS/R1Z8/V33s/par5haVa6M1C5ZVH39upp6uju1h/yZKly1YtUR/+X5kvFlnEMCXcPHfj5WpaOrrLFyqPGjpwyM6HbS9FrI13ubJ8pIzMF78aPmh9pyE91+2K0bz5qnr6BvqKg78fPX+DQyZDAoAaf3ru/778c/yCJcsMlujraM07fNOv9NnP+ZELtSk3xH674rf/kpHRuJjeeowI6sOvrNacJKuxZLmB+ogBU+fuccppfuGaqzHGSn/Ev38ZOVN/+TJ93UW6+gaWAYUcAPWp5xd881WfMfP1lxks0V+kNe/gdZ8Or1omQiV0KW8Wat3TI1Nnrb8VTweAhrijk/r+MeNgPBcodTZaNM/wlvTVjg2em2b89NusqykNr64pluTfXT/ylz/7DRkwY7NzOa9tQar7gXnKfX777jd5I7s8DoCGJPMVf45c/qD42fVo2yEkoQcfHzVE80xUu1dUFjoajpmkfSL4uVNFbcL1Rf37LTJPEwNAfWRAYHA85dlMUf6T7UOGLbqR03aSl7y2FlVc4mSks0BLT1dZe8Vxj2f5iKrdtqsPnXA07qVXzq2w8m6vn/brD336jVfbZpfXdnMnaAw5qfz38D/7/CC3/k5u69UIL+XKPM3FBsvnT9Dadi/l2a2zqMRl79y+M3YHNQFAc8yVeXJ/9+3z/ZcTVz3Kall9ntshjX5TD/t2lCEAcWPMZb1+3/7ZV3b43MPB9HZbWmi/RmFqnz/++8fMQ95VIgDlbgfm9Zu6PaC9uURUT2PF4VM2uhbxADRnPVk6eJji7gA+xCX22+SHKBxwL5YA4OTZao3tr3QhnSXilkd5Prid2gQA/Lxb+kO/GrzsWu7zv5Io9ca68f3kT4SyAIBf5OkUnFH6yqqC3izU5xDm2q77u5+WRWwDxE3ZvtbBJY0iAKwMS50+fccbuVIkALgFzkaTB8pOVhgr+5es8YPWygpqkpurs0sxHwDoYccUfvn3tIN+NAA1UUe1B07b6dHxZ275sz9moYprIo/NGT5k9NSJo/7qo3s+tU46WVgRdE6lz5+LLyQJAfBLLQzlflTc5Ffy/BupmqIvL5g+cr39CwOI1yac0Ok/ZYtTx2qhdns/ESqhS3kLofqaTNc0uhYnvelhJFxZ1HeEwcNqoMJto96CldeSpYsxwo5P+Hvydo/iVx+vouxbm6YMX37AZMnEUQtuZrTWUxVZrFKftXOzsabynBW2WVwADcmWqweMXfWw5EVNiet8j40eOutkeGXbtCLndROmLDoV+tytDSXknPKPw5bfK8FLEOY+2DZEdpFNxts+gpb/cMf8WUucs9OtFqprbLhXJrWfqNpj1yzZycdiXnlbBQBgZ19dOUdJc8t2I8VpWqfTnkmcm+u8Sm3q0lN7lw2btOlm5rOfjh97duHspfvDcmIPz1BacjG4TnoGEJW67l/wl9Le4CYA4MZcmjNca/OlSxvnj1bYcLeQAwD57kc0B04/6veCUCX08LPLJo1bu+/AgvGTVrtXPbuaYSQd05kx7/Du9fLyi3a5lIsAlLsf0vpr+s7AduYS0p9uHdtv4fGwlnyFJfc3TuqvsDuRRXfcOGXqbJOYFgnyiu0N+w1QPB/d/o3cADIvzB82aPbZpOfL1Rx5fvHgPrPNUt6qwf7TEWq9/7bJg+SWX8t/frdpDr00b4Scll2uBAAnN/D29QcRhWmWhhNGbb5d/dKB7ZsCNk/sN379o0oJUBt9VPuvqdtcGl/2c37MQhVVxj+5cetpdsGTA2pD9I4ntNQW1T09pvj9sNk3n712nea9e8owjTMhlc8lb4q+rDVtxFq7vOcviWsSTuj0n7TZgf6q/YsIldClvJ1QZ2+4lSQ9kTWGmsz8Y/jSJzVSoS40vJXRspj3npF9J+72Kn31+0xFWdfXTRi17urTa6tU5BZZp0unchMs5sxU2+PqcWvpdCUDm+w3CFVY8/ToqKGzToRWtB0jRc7rJkxeeDyAjZZXeklfH8WrCDs5d/A3AxV3XXEvfb4ump99f+sQWW3r9Dc3nQKAqNjeWEd1kWUFkHppzojJSx7n8gBAVO2xW1N28pEopgiQiEQikVjykndNsbNtDZQVlpo/frhx0tT55gkttU7pVxcN19n1xP/mxpFj11x7JtTm5BPzZunt9WIA/tsnyGkeDKUIgReEGn1RY+is/V75RZ6bBv455nBADYCiVwq1Ieyk3lj5PXe8LmjLT1jvWCGd3Oi3X15z0QV/9/Ma42dtc6l4hVC56dc0R45bfzfj2f9B8zs7c/hk/acpWRf1pszYcLOg5c8Q1YWYTB00eIdzx4uYxqBNM34dtvJqwQuXHfURNrqjf+s3UdvCPe2N/8QnI9TSh5uGj1Y28W8Tg/Rticwiz21qo+Zsv1fZ/igS5l7SGy636Q71pUItuKMp+73iMf8GAHUJ57S+/arPqJkLdbQWLFhx8l56ux3hIxZq6/HS6GA8ZYDO1oCa+AAAIABJREFUycQWodIDzswcNHre47Jn89Ovzxw23cg+9blXDjXFWhmM/tdPsspautoLFursuhNTLz3e69Iuaf/36z9GaEh/EJM7Kc81UBOhErqUNwu13s9khqahuV8RnV5fEW07X3bQhE33q4VAictG3blLzaNodDqNEn547ogfp+8KLnuxgaMVcfYNw5Gy6xwL87xPaw1WOxDNBNDgc2Tm5IW7IxsqHuqMnf5uQi322qHS94cB4zR0F86dqTF7/rb7iZVSBbErAs+tmf7zd78PmaS13yaI2tZK2TmhNiXeMFBWNbxXBADZ12ZPmLb5YRYPgKjO30Tt5x/6j581Z8H82WqK2gdsAp6/fgbAzr5qMGO83u2S2sDts6bOOuJFA8CMOThziLZZcHm+y4ahcquvtbRtVj09oTBd61QIDQA7zGTSWM1TIeXAy4Q6WHXH40KISq7o9BsyzSSlGdW+J2YPnPZSoYaf0h42/mBoefqtrWrD9UxzRQDK7dZNmbHOIpORY6osp7bNlfIKobJjTKfKKm1xaq2sbgq30FWUXxEQE394nuK0nQ4Vz1ZTH39pwTC5/a6l7XYDVtx5gwE/TtztmvWSiy0Jh5pit1ZhwA+//z1Oba2t/4vObeMTESor/ZzO4L90TkU3tEwQMQsdDulrzVeXHzF6vMouTyoX7RsgOFkX9EYM3/xSoVLdNqv81GeWVUK1BACfUZrs7frkvv19h1tnN0wb/sukrfYZz/aFj1iordQ/7CBUCSXsguZQ2eXmMXV0Oo1WF2u9evg3/VbfTn2uZ5+wqSI93Onxwwf37j2w2Ko2YOgwA5u4BiEgZJWn+Lg9uWd/38Hu3GaFEb+M22yXUtcuJREqoUt5s1Abg88oj+zTZ/hUVeWpkyeNnnvQMbmaDwAlXnvnD/5fvzFKqiozJg6ZvPzEw5QX+sJ0QJx9w3D4oFVPqrm0qMsa/cYdCGWj4en2hcpLLsbzUGE7b8yMdxSq20b5kZN0jzl4uDo7PnFyCcqiMlvnitmVSX73984f8s9/jt/7KOPZSalTQmVHmOmMGaFyKaquuqqyqtJ/j/ww+ZV38vmApNb7wMwBQ/TOPHB2cXFyeOQWnlL6fD9eSIU6fcz8azXgBO6dPXbaVt9GsEMPTJm+7G4qg1v6eOXfrUKtc9k9Q3bKsgepddRqSmXBkxVDB2se8msAIHmJULfYZwJoCD067ZchRk6ZpcHn5w+accTv+Y6iUqEOHbE7jMUvdNo1pb+qaboQ5XZ66rO23ysSIfPENFn17a8UKifeQmH49M0OrQ3OjSFXFslPWxWYkHRca8b0bQ+e3UKI62POzxo6fL9bm1BpkWfmD/x6mvHjolerklGZE+Z8Xkv2h6//WGKfQXvVNdknIVRJieveyQPlNt5p3RUh4Tfkhns4Ozs63r16cOm0GWsPu2W1+7FeLdRilw2T//hZ62w47SVVmvy0q4uGjFE649dS/d4LhQqIavwub5zx25DJSspKytOWz1Po/7vuMe/81/V9FFLuGw/po7jV//nKMmHmrSVDR8047tXuipcIldClvMUdqv8JBZUFu695RUVFRidmth3Vha7GOqqzdt+Oio6KjI4voL3x1cXi7BuGIwYtv18qBD36pFJ/ZSMLp5vb1Kcuv5EtAQot574g1OK3rfJdO15e71z061ZO9V87/afBSy5mtmTZGaEyc66tHfafH/pOVlBXUVFWUZs+rs+3//lR62ZKA1DvuWuW3NRTKa/PQSrUeZbFQFOQieZfI7fecTVfq6a46maBALy8u8v/Hm54PUsIoCbk8Nw//vfrkGmK6qoqysoqU4b/+J+fhmzwrhUDFLeOQp05WHWLfYYAgIjqvk91mMLS07YHtWVVTF4u1EVDR2z1pUNc5rpxRJ/5B249vrhCUW23ZxUgjD82TU6jg1B3tBcqv+LJyrGDl1u01PtDQnHeO3uYyuHUprKbqyYqGFxJbfnz+VVue+UGz7oc13ISr4u20Zf7frqhZSrzuQelXgIr+vLE/t/NuRj6quF6PwWhsrPO6vb7Q21vxAt/kZRi520j/vGj1vHQtv2yRai3OwpVWOS67//ZO8+4KJLt73PTc3fvf+/u6u6aMyLBgKJITjPkDJIFEUTAiJJBlKRiFsmoCGJEAcmSg+Sg5JxzDhOYPH2eFzNkMGxw9e78Pr6Q6e7q6urq+ladOlUHtX652vno9iW+PEzWeam17EeC3jHw81UA9fE8oAIAaaKtrDA3Ny+/qKzs4Zn9aMvA4vd33KH8lsyWldKBb+fbaXC5F1FrNhj7lMyQlgVUln5Xfcwc6gURpeMPKwnzL216Ya6jaf6w6aPvxQRqaNMkAKHsgYXchpUc29UVrV4OAwDUzwPq5r1HYxZpdJYG6uW8uWdSxvrbarunkVzpKb9+z4ErFcyu/ycAdaTAX16QR/NGRlNdVUVFRVVVXV3KZZFNq2RuFhARzGs7eW5Bj7fzhwjI5FBrQ219P5aCAAC+LlBfhFf5Tj0AUOv8DPeKcXOt4TpyMbaeBjBR/cBwC49JcB0C0BnjsH+/iGVYSVNtZXlFZXVVTeGTkxyrNhhHdAMMxDmpLQQqo4GcrH9qLLDpR15eka2SHmljAEDF9rfWVncM42gwA9T4XirAeIKnJpp9/WYuXSOvDBwAEPIvCM0A9ZWTGrukU8FsAhIrvMTW8esHMYcGozkuqF17jZ6OASnLWY53p+ET5iTqaLI9ej2vTVIPEQBGSu4dFfl+/+HbpbPH7DTyWHd9fUPHGAUBBNfV0d42PbzqfqLN/rPapYwFBmum/geAiinyll/9k6pH9vSCMAphrLtheLqwuxNddv+8wcD37azhVYePwa6dZ1/Mcp+jtid5qPMuk3F41jFT8aj48YHuwenrJrO95Navk7icwqTF1wBUYoyNyBb96zWLL2kfijgrrXjy1rtxAIQy3l1f39A+RkYASMODg0PTvTCk7Y7WplV8p1O7iWTccNfMempC/k3VDWtE3RJ6ZkwgLKCy9Lvqw0AdjLPbKaJ/O2dBnat/YqQgqX276KPvRa/y0Vn7k3pg/QQAEJqiTFeysf1bxP41o79ZdU18006Vm1WTADBadkv7uxXCZ0PjU1OTkxIT0opq+5nfGLUv1mbDaiHHtFktSVPEIe4NuzTdX+VkpCYlJiQkpha34anY8rhbB8zdw+KTM7OT718wEl4v5hL+dupTJVeFmK5cJX3z7Yeil5A6n1hw/otd6Wnn7F+brqLWfcN3rmRgMNVebPka9SuvklJTk5MSEhLSipoGiQBIwRXZbcs47RPbSACAq76tsnOT+NVqAACoCTnCxcbGJuya1UsHgJGKQPVla3QDm5HJ6utqK5aJnsqYTfnx7BOc369WDu4j98faSS/bczx5HABgMsddeMU+03vvmOMTBFf36ORPbGxsPwl65kwCQE+ctcAP/1H2yhgBABjJcJZZsdY0qnMSAIbf+Cl/x8a2StuvBA8ACD7HjmeNgNnzThoAdETbof+zUcHzRWpayuvEhITMinYchfI2+JDg5s2Hrr5My0q666S+Z7+u75sxABjJC9Df8bOEqVdURnZi8FnUHiHzwLcYOpC7smz3/Z3t5x02ofn52cmJiQmJSdkNQySE2P3YhGMNp9L9FjLQOyLuOOvbesdlpqenR7sbSu7nNnhYNrCUS+bXDlSEUBdsvHMVt9HzWTZLXE/hHfWTl0NfJGRm58Tct9fZuV7J7lUDFQAoIy0luWlJ0QGGfD/+iD71JCa9qKyDAAi27JH+ZrZ/cSlciSzMy0xKSEhISi3pxWOackOO6js+jE9MzcyOv++hI7ZF4fzj+qka/yUDFcH0VBamJyc/s5ZZ+w2fzq0nr/MLGkepQMP3VWYnJSS+TsuIu2OvJYQ2DS8cQAAA3/HIZOtqTsX7jWSA4YQgT4ujV2Iy0tPS0p57mIgL7jgWXjGJQGfRAzNdhwcxCWlZ2YkPLhqIb5Vzelg9u3vHAipLv6s+DNSJ0rAzTjfiahc0ZN05dzzOX4/7+BEq0pFw/YiRV3I3HgBgsiPSTUv9pFce00eg89U5izOX4jpJADDZkXJTXVEWjZKWk5VBS0lq2vnlMic+qGMloRZHHB5VDs1ax1p8z1FTWhotLSsnJ4uWQslonH1YhwE6sSvF1wKFQqHRUhKKlncSW2a11NTOdD8TE9fYD+7vNFEbdkb9iOPLOTwFWtUjayOd86mtg5XRzpoK0ihpGTk5WRmUlKSm7cPcXgCofXxGT14/oKCfAgDEzrhLZyzORTMSoTTGnTOSPx6U3U8HAMC2J18xNL2dPkgZfONtqm7tnT1niEYZy7llYmTiW4sbKn3kbmgTXI4HACDVRDib2Pqlt84MZfCtT2xlVY64JHcCAAzl+ZrLSTk8fosBAMBWPXY1PuJXOEwCABgpv2urquV0j9G4IKTasNNH7P1zh+gAMPL2pZucrLQ0WkZWVgYlJWXg+bR2AgAIxffN1GUlpKSk0Fpmvm9mXDv6Mm+dPCAhKYVGySpahZUypq8H3j45i0bJyCkqKirJy8pKo1HSsibBuX10ZDzDS0dNzy6hkwiAULvy/B0OSKJQaJSUlL5nYu37+jdfO1DJnWlXTTXO+ubNeQYqpuapk7o8Sgoti5aUOHDqYsbUHB/u7RNbYzkpKbSsnJy8LFpKUvmoQ3QP0NoSfc0k0bIKSkqKivJyMigUSk7t7KumSeJIecBRWRQKJS2LlpIwcHtQMLs0v2Sg0lpTr5xUlpRCycjJyctJo6VkdI/crZ4EYmfWjcMyUiiUNEpKwvRizPSOF8SBlMs6Knp2CZ0kAKQ3/4mduqQUWloajZJCnwkv6GJ0WAj9pf7mctIolLQMWlJc/3xw7vzawwIqS7+rPghUBEFoVCqNvtBRBGGuEvnAhgizr6Azk2IsLEHoVBqNBkyv+emDgCAIIDQyiYjHYXE4HA6LwRNIVDrjPARB6FQKjT5zUwQAodEohMmp07E43CSZxjhOJ+FxWCwWgyWQ5417EIRGYWbmQ9mmUGayOX1PoFLJFCodQRAamTSJx+EY98bgCGQqnZlNCoWGzH06BJnKMJnO/P/sgzQKmUKjz70XACBUCplCQxDGiQgggCCA0KnUBeWPkKg0KqMMEYROo1IYbw5BEITGvAnjfIROoU31mRAEoVOnCh8QhE4jkQh4HA6Lw2GxWDyRTJvahpI4icVgMHgieX7+SDgsBovFE6ZHXnQ6lUwkkUjESTwWi8XhcFgsdpLxFuk0CpVCnX6DdAoBg8FisdjJ+a9ovr52oCJ0KoVEpi98v0Al4HFYLBaLxRIpM9ttIjTyJB6HweIJRBKZOInF4PCTFDoCdCqFTCSRiAQ8jlm00zWeTiHgsFgsDovFEWlzi/PLBSqCAJ1CnMRhsDgCkUQmEXBYHA5PoiEIQqcSJ7FYLBaLweJmbQUDCILMqUV0KolZgLjJOb5IdAoBh2MkQKQurF8soLL0u+p33hyfPNGYePuqx3lXj4ue0/Jwd3NzDXvTuKT35hcgSndJUrDLBdeZXHtevOh+weWid3BW7xec77+Uvnag/rn6coH6J4oFVJZ+V/3OQCWNlj+2O330sOlRS4tpHTUzNTW5Fl/R/wXHryG3ZD5xP2Rsam4+nW1LS7PDh445uMe0LL1XBUufUyyg/haxgLqI/peAevYs8PMDJyfr32f9JyAAHh7TL2EuUJ8/h3/8o6e8PK+0FPloQy5LLH0edXV1TUx8yImMpSVEJpPb2tooFFb3cJb+l4DKywurV4OpKevfZ/333/+CnNz0S5gBKhVgPDAQ/va3qoyM1Ddvun+tepbQr07wc+mrzfhfRo2Nja2trX92Lr5WdXR01NfXd3Z2/tkZ+SLU1dXVg8PRIyL+d4C6cyccPvxnZ+KvJ2lpkJWd/msGqHQAwoMH8Pe/N+XnZxUUjI2NjY+Pj7HE0hejlpaWnp4eVrX8FRofHx8eHm5ubh4ZGWEV4NjY2Ojo6DiFgrx48b8DVF5e0Nf/szPx15OExOIjVACmybe3oiK/rOxzZ4sllj6k7u5ulsn3V4tCobS3t1Op7w1Z/FfT/5jJlwXUz6/3AfU3OyWxxNIfJ5ZT0m8RyylpEbGAytJvFAuoLH2lYgH1t4gF1EXEAipLv1EsoLL0lYoF1N8iFlAXEQuoLP1GsYDK0lcqFlB/i1hAXUQsoA4MQFvb73B3b28ICZn5E4eDykrIzYVPdcfBYKCgAAoKoKYGioqgsBC6uqCjA4jvCZT8p+pTgUoZqs+KCw8MCAjw8/G++yixaWo7zcmB6jdR94MDA/z9fH0DwvLaPrQrLuA7S+JePo14VdBNmBfMizbw7s2r0IeJ7zrwNAAgjzUXJ6QUd+KnHSiQ/sq050G37/gFBt4Le/r0cei9oEDfO7fuP0tuxAJpqCo3KuRucGBAQECAv49vwL1Xxf2TdAAA2mh57D0/3zu3bz9IfdtNA+grjX8UcNvHLzA45OHTp48eBAcG+nrfCo3Kbv5w2BlSX1Xa06Dk0o6ZJ6WTh+qyIp6EBPoHBAQEBPjd8Q6JLW5Z0OhT8Z3vXj8Ke55W2Dw/WioyXhMf+TwiprgTN3vlL7Y1L/7x/ey6meghgOB7KnMTsiqYPxF7izJiwx7ndo/NNJHYnuqchIzq/oWNJnWsOffl0yfRr98Ozg+kRurITY0Mf5pWO0BCAGCypyovMbNiYMF6RfpAyYswf5/b3nfConK6Zx0mtufEhHh73/EJCHlRPhN5a7K7JsHfx8fXzy/gbkbd0FLOMMhofdojH28fX1//F2VdmPcsf/6qgDpckBbzKKtuYlZsNWJ/fWKAr4+vn29AcFpN/6w3O1r8JMT/js8dX78XGTNRxzAdxSmR9wIDmB9fcPiL8tlvdqwq9Zn3nTu+Pv4B99PrcQhM9r2NDArw9fULYOhuSFh4WNq7FgwN4IsHam9R+pPbt+/4+gQ/jKgYWpBJUndJ2rP7L3Nbh9/TsE5U5caFprzrw00NBsiY1sLIx6HB/v4BAQH+Pt63X2ZVDM5O+y8OVDIZ0Gjg5ISenkWODg9DdPTHJmVhAU5OM39evw48PGBjA+LicOXKJ2SprQ2cncHMDFauBH19OHcOfHxASAhaWj4hkc+pTwXqaMr5/ZzrucTUDxnpKCsLc4mfDktrQQCg9ZWV7JYVPGh9w4O6OpJb92nZ+r4ZfW/Uy6awgxv/Hxvbv7e7vhmccwBX4Cq/kY2NbaN5aDMeAEZLb+r9zKET1jJNLnpTkp+dkZqWnsEBCc7vvv2RG6VuoHtAxdTGO38CuuKP7//lx80i2kaGB/V0D2jpHXZ90YSh00k9r72Pye3bq6yro6WipGZyJb56sD722il9NW09PWWBTd9+8/MeBR0DHQ0VC5e7BQMfKrmRBA/LdWxsq0zc0/umfqMOJNgLf/ftZnFNvYMH9fW1NdSPeEQU9c6/FNscbrmJjY1tucTJubFKkbFyH4lv2Nj+vsYgtHGm8OidIWaqP7CxcdiHNE4TmNr20kZmpfDplDEAAKT2wYFdf2dj+1n59pvpU+oj7cRX7bFPWBD3jo4tuiH3DRsb208o/9q5m50OJlru+Z6NjW23S/IAFQA6ou1l1woeT5obRI3ckX3NSIRXSklLVxONFtqlcSmV0TeYbI910xYQEVHQ0tVSF90qbOaX3o4AUAbzQ2w11CS1dA8elNv1M7eYpk9uz8LAnYS+Ev/TqhJCoup6elpKyrp2j971LhlY92sBKrbxzSNrqWX/YmOTulQ+zOwhEPoLHjpoakho6R48KM+7iktY7VZ2JwkAyH25DywNpNS1dQzVpXZzbd1gcS+XAduKIPWtK/69C6V10OigtqbqoZNO8U3McISk7iKfYwrSMuIaOroHdPRMA7KH6TBWH3POUF9LS0dPX9/goLGxKv+qf/9T8tyLHjrAlw1UbNMzryMKyrK6urrqQhv/KWR6q3ROzHR641M32TVsbOu07qR1LZoCsbci+oIax3/Z2PhOx9VPQXeo/Irqd9+s3a2id9BAX++AuopTcGLr7ECUf3GgFhYCCgUSEnPAWVQEBQWAx8Pdu8DBAYmJMDwMQ0PA+PQwGOjsBACg0yEvD4qKgFGjTp8GN7eZRGxtwdQUAKCuDjg5oaEBhoZgdBQAAIeDzk6gUmFkBAYHIS8PmpvnZ2x0FPbuhaoqAICREYiJAQIBRkdhdBRKS6G8HACgoQFKS2Haa72+HnJzobub+WdjI+TlAW5WzMOJCRgbg9paKCoCwlQlaGqC3Fzo6AAAIBJhZAQaGuDtW/j4/U8+FahDSS6C8uYhxWMAAGNF5/evXy3qVEwAaI88qqlicr8GAADG446JLV8hG/B2dGlLMdIYdnTHinUbODaKHHvZQZwZivTHOChLrln1w0rhoyENkwAwVuZttHaH4aPpAOOzhi1jme47OeQu58/iX/MLE959mu6Z88pgsDhYY8N6Te9KOgDAaF5qWkbxdEeM1hhhxcGlebd+pvl+/95Q9NYXZgdUVXW0pDSM3GKnvmpa3ysr6W17zxctCBc7R7jGB+ZCvyxbs54Pffpe/UyTRhnL8pBk51m3ZjnX0dD66TEc6e1NZTkdA0PVfaqnwt9ODZ1pbVF2SutEbdInAACI+TeVubasW7vs33sPPa1hFlTDK2eZ9YLnXi+IKEqfKLihvf77deu4eJTOZYzOetKmMFNxwTWrv1st65zQy4iH6qi8XtAqdTa5aP2xx8W3Cx571UICAGJtxMGtnKI2qWSgtz08JbRVzDG2DQEAYkOg2u4N4lcrcFRiV378kwcVEwAAlIb7etu+2XowqH5+wHhqebAZ33phjyw8AAClNe5lZlX7kqaCrwKoyGCBh+oOjp1CArxbVql7lk11HSdac+Mf368YBwCgtoQbcX67SdunhgAw2f3msXdaMwYBAHyNn9aq5dxa4Y0IAFQEanAJaUfULUAgvvGemdxOqbOJ7e/77PsibfdulHGMame87S8ZqCPlUck5aZ10AEBaXx7Z9fPaQ6E10xYbQkuEnbaWmY6uqPrRq0nti1w/URt0VISDa6/wPvaV6NNRdVMf9WCx+4ENAicj55qFZtX+vzhQL1wALy8IDGReSKeDhwfo68ORI3D7NlhYwJYtcPo0VFTAkSMQFAQA8OgRoFAwMQHe3uDoCGZmcOYM0OlgbT0HqI6OYGgICAJJSSAqCn19cPw4eHkBAMTFgYgIDA2Bnh4oKIC1NUhKQmbmnIy1tQEfH+TnAwCUl4OiIoyMgIsLCAqCqyugUHDsGNjYgLw8c1gcFwdqauDmBrq6UFEBmZmgqQlOTuDnN2MrDg6GPXvAygp0dODwYSCTISODeZW2NpSUQHc37NgB6upw/TrgP2hvndInA/W1q4i8WVARI2oppuSm5rrt+k/6ALpeWWqrGge9ZZyGyXbbt5nfKqZ16e+VVnv/mACPocMFvX27VO9XTUcmbb5zWFr+zPET8lKKRgE1UwHGN+42ftI2vwEGoA+9vrBzm5xH9iwbRUuk2V4BDc+secagrkwvieWcRuHti2WGWv/4NAeXhn/VfBPsUmp6ckZFTu9lbaWvmrSM5cNOBv1ofbHWclz7LxS838KPrw08pCghf8LqqJiI2sWKqTIi1EcdRgsaeNgacPEfu1c91QxQCi+rKxjYZ9UVOotK6F3LYA5yaO3RDqozAcYLrivxqB2/ft1SZae4RVgLAQCgMcZFfrPI+eQFQEVGcy4b8O85Yu+gwsd/OKZ3qtuDKXPVFFU+Z3NUSFDDOqqTBgCdMc5qm0TOps0iF3Us6RTvenW3qbhy1LZwC/4NYral+LEXlgKCCq75TAiSWh+arN8ofiV/3nC/+qoKJ7vi5bL5+SK+uaKzdbWCd/lHTdh/FUCl95a8CL6bUNMcdV6eQ9O5aHHDR/2tA9ybZdwKh+b9jsu6oc6+VcmnlAYA5YEanIKajyvmf9uD6ZcOiMm5vR6F9/QCJ4o85bg4lC9Nh3D7goE65xnoXU90ONaq3ygeZ/xMbgk9Kitp7JeXd1dHw+hSYsciCYzWJoYGvShtzPQx5JEzf1Y7DdQS9wMb+I8/W7Kb/1cGKpEISkrQ1gZjY7B3L4yNQVYW7N0LWCwAQGsrlJWBkhLzZG1tCAwEAAgPB3FxwGKhogJqaiAqCnh4YHIS7O3nANXdHTg4wMgIhIWhuBgAwNQULl0CAIiNBUFBGBoCJSW4dQsAwM0NjhyZk7fZQC0pYQL49GnmaY8ewZ49QCBARQUICUFTE8jKws2bUFsLurqgpweurmBgABQKYDAzQ1gfH5CQACIRcDjg44O0NDhwADw9obYWTE1BRQXa22HDBnj37tOK/dcAVcHiXimjIRvPcpVdxW0QMcAAqprJvSrmafG229fts4lvfw9Qa4LN9u40C0wKOizFrelXyfheCMV3FOTQtlGxIQYiEvr+tR8AKnUg6fzObXLuWV0z30hLpBmfgLpbKh4AaDQajRm3itiZ7anE8d0WceubMQu68uTaR6c4uDT8Kj88dQoAQGsNO3FAStO3C6D8mtL2/fpPGUNbWl+MtTzXfpdcHA0AoVFpdDp9QXAuAHxtgL6kqIH38ycW+4VUvEuYz1UReIDngHVEyj3LHXtMg6qZRUd8664sq20XjwFIsdrHJe+U3U0FWADU/Guy2+QcEhpb449tWct7LrUfAFpjlwLqWLan9m4h27D4q+pCe81fMEfY46/theQ0r6bEXJXhkzsd1bUEUAmVQfI79piHVU29j5Hky7I8+3WT3tVc0xYQtbjXxLRW04YyXQXZt56JnOvmMJZxTGQFp3Fg04Jux/Abf61dqzbwa3rHln/wTXwNQJ1+9biosyIb1F2KFwXqRM4piRVbDe7Uza/g/c9s9q7Yrfu8FQCg6p7WtpXf8YipHDigrnHQMiCXMdqlFPqaKQuJHD7tckxDTVVVVeugfVTN2LyEBpJkgZSYAAAgAElEQVQuCOzkO/28eTpDXzBQAYARYhAQ2lDqJY3d+w2eV08wZn7rnhyX2iFzJQ9HrvWRVzS8vChQmaLnXlJml7F4Pg3UoYrrmt/9Z80OWQ0tDTU1I9fQd/MmQ/7KQC0shFWrwN4eXFzg558hNBRCQ+ekkJcHMjKAwQAA6OjAvXsAAM+fAwoFeDy4uoKhIZw6BTt3LgJUJyc4eBD6+kBDA7y9AQBMTeHaNQCA169BVBQGBkBHBxITAQCuXwdd3Tl5mw3U0lIQF4ehIbCygps3AQCePIGDBwEA6upAVBTS0oCfH6yswM4OXFzg1SuYmABLS9i7F2JiZrqcd+6ApSXz/5qa4OsLEhJw4gTzqufPobYWxMVhZMF82fv1qUAdTnYVkTfxTm4eHR3uygtQ4WLns3zUTwVoi7LUUjK4kzcyOjrSnX1OkWeZiE1mJ3Fpuym99q7Jdk6zl00NCZfUONCO+VgAGEt0kRVQt80d7XpyYLfIrwNqa/wZqXU/btgtraGmKCMjr3wqvLSHAgBAm+xK8zIV/vn7FVv2qTr4pffPzFJ+GlAnSu/qS6FMwlsAAGqDFfYJH3tSQwYA2lDKBfTPyzbskVVQUZZHiWk4+Kd2L7weXxuoL8qn9aB9MM1KXkj2XPwIAGALHGW2qntndjVFWWzjPhxUw2jqepPcxYTVPTJHAACffYGfV/5iZifAIkCV2Yo686wFaO03tdZvFbrwlgh9ye4Km4UXBWqOpwYnn1NWZ+X9U2gerVt1NADovG8mIGbmU4OpvyXBjT4d3b0EUPEFtwS5JE5GNkw1xhM5d7QkhIxSCorPKYsLn42YsoAjw8XXVTi5HaLbZ1UDXOEVvY3L99lE1y5ioEQmB96FHBHd+OOKjbtRJv4pje+xnX8NQJ3WWMQZ0Y2LAxVfettw4497Tr+omlcgQ3ne6B/XitlFMBzHcN3lb5KeP3785NH9ADuVTcv3adzIHgOgFnof5vkPj7ZTUETE00cPb5vuXc/Db5PcO6vkqB1B5jtXoo+nzCLFlw1Uel301WNqEpIoIY6VYtYvyxlfPrU73dGYX/t6Fh0A3nkrqJncSHuPrwMx6+JcoJJxne8SX714/PDR8wdex8W2/7z72IN3s60Cf2WgHj8O+vqQkADx8WBpCcbGkJoKe/cCiQQA0NcH2dmAQjFP1tZmwuzGDUChIDERtm8HAOjvZw5q7ezA1XUmcQcHMDICAEhKAkFBwOHg2DE4dw4AICQE+PhgaAi0tCAqCgDAy2sRoO7ZMwNUMTHmCJUxxg0PB21tAIDqahAUhKIiEBODigrmtVgsDAwAALx+Ddu2QXs783dfX1BUBAAgkUBAAOLiQFYWcnOZR3E4qK8HIaFPrgyfCtTxjEuSO1av5RFCSwoJ8PMqOka8ZbiNtCXYqWz97wZeSbSUGP82gYNuT9/ON2DNFb32rgkPu/GLPsJI3nWZ9XyOWXgYS7JSl9K7WkyCrgBlXtFfCdRXloI79mldeB4THfki4mVUek0/dhqddFx3WXK4nQrH3/+x1+5Z9dQY6ZOAis/1PsC7HXU9b7i/t7evN8VWmFPY+EEjGQAZTHCU3cChdenRy6iol8+fvsp5176IERlfG6gvwqsS1A+TqXbyu4VPvZ4AfJajgMjB0AoMof2Z8ZZpoA5F2YpyCR58XD7c39fT0xRhxLlV3jl5FACQRYB68mENAIxlnhf+hcM8sqY900uFXdRlCaBu226TjSM3v7QW2IC+VUmFzgda0nJW4a1UqHYX5pK2WhqoxT5iPMLHn0/PTY1n3tQUEj6UWlLmpioqcvpx+1RhDxVckdvG4/BqBqjDuZdUtnwrfPJZ89KoxHTXZr28osq17D9r9MOrR5fqk/1vAHW08JoGxzf7zcMb5ppyqUMFnvI/reM9HsvwoJ5rzKW3J1pKrtxjGY0Fesmtg3ybNYKqmYcGY89wLVtp+rRh+msZybmB4tiifi179h2+bKAiI03FKdHPnkdE3Xc+JK2iaPWskU4bT3U7yCV+4nnH8FBff2u8m5SM9rknZUN4Em3xKrIAqHNErbqnt22nqGv8LJ/BvyxQ+/th1y5ITWX+2dwMnJxQVgZWVmBiAqdPg78/dHSAjAzY20NrKyQnw7594OQEKBRISkJTE6ipga0tqKsDBwdMTsLZs+DiMpO+jQ3o6QEA0OmwYwc8fQplZcwUFBVh714YHgY1NXj5EgDg4kXQ1JyTvdZW2L6dSbviYhAQgMFBOH6cGSgtLAzU1QEAqqpg507o64Pnz0FcHDw84MQJyMuDZ8/gxAlwcABTU5huMYKDYfNmOHkSDh2CEyeASoWoKBATAw8POH4c8vKgtRX27oW+PvgkffIINcVdXFLVJjixoCC/qKx6YLquNkedOCAlaxtaWFiQX1DaPLKkc+aU6LV3TbazGz5qp8FogYf4Bkkz7xd3T0sLGN6tBYBmH6UFQG39WJPvET4hHa/89918INVMdPlWvWvVzCQ/BajY2qAjnP9ZtkFATBolJSUlLcK39of/W6Z27+0YwHCctRy3oOcH7O4MoCr7tAJMpF9Q2LTj9IOo20fQEsb3mqhAagg13MJjElxDBYDBjHNKq75fuU1YQgaFkpKSEtz+0//9xGGeMEgH6Hk1z+S7FXXyYRUFAGj9MfYoTjGDi/5OmpxSrskLrBbIWI6n5rbtp1+PAr0z2nL7WhXHe8+uGomjbeN6ASjFF4S5ZZYGKqnruTHvVqM7pcz5OKQ70k6BU+pc+UTHfeO9ovo3y5kvn9z7ypZ7q/wNJkaQoTw/Ha4fhE19K3AfniXFF9zg3/CDwrXMpbbr/R8A6khRsAHPj4KHvN9i5zjE03rzr6iv38Z/+FnjEguHyJ0BGqu3CF+sB2rpTQPBnXph9cwjxI5wze3rDgaUM8uN3Bp2jPcnfuNXnXMS+LKBOkvYQkeBH1fuuZDTURVizrVuM5+4DAqFlhbZtfnHH3/esFPQIji7Z2HDAABAzHwfUAGXexG1eoOxT8mMYeAvC1Q8HioqZhx2EATevgU8Huh0SEqChATmTGpzM8THw9AQAEBZGcTHQ3s7cwVLby8kJEB+PrS0AJUKnZ0zHrYA0Nk547tbVwddXQAAlZUQHw+trdDaCmQyNDYy/X57e6GpaU72SCSorGTmAYeDmhqgUKC9nbm8Z3gYGhsBACYnobKS6WZcXAyxsVBSAgBAo0FiIiQmzvEt8vWFQ4cgJweSkma8fN++hdhYKCgAACAQoLr6E/x7Gfr0OdQLIkonHlYuqMJNL8x1NMwfNn70nZlADW2aBCCUPjCX27CSY7u6gtXLYQCA+nlA3bz3aMwi1uwlgartlTf3TMpYf1tt93S2Kz3l1+/R9KpgVqFPAOpIgb+CAI/GjYym2sqKioqqqtq6lMuim1fJ3MwnIpjXdvLcgp5v5/MCmRxubaht6MdSEADA1wXqi/Aq36kHAEqdnyGfODfXGq4jl2LqaQAT1Q8Mt/CYBNchAJ0xjvv3C1uEljTVVr4rr6ypqil8cpJj1QbjiG6AgTgntYVAZTSQk/VPDwts+pF3lwi7lEfqGABQsX2ttdUdQ3gaTAP1VHwvFWAs3lMTvWXDJi5dI69MHAAQ8i8IzQD1lZM6u6Rz4ewGn1ThJbaOXz+okTHBP5rjgt611+jZGJAynWV37TR80sR4/tFke/QGXuvXPUQAGCm5Zy7yvYDx7dLZY3Yaeby7vq6hfYyCAILv6mhvm14g0f1Em/1ntcvpS01ifFVApSY4Sm7RuVQ1y29/tPzRMfHl+4yuFs7tMlBHa30PbeIRUbxfOavQqePdPWOTUx4V1Nbnepw/85m9GAUYTLggsnGbSQjDwR56Im23b0FfTO9hnDtZG27IvVz89Kt59qIvFqgIQhpu7x+drgakOjepNaulPMuGiLjhlubGmsp35ZXVNaVP7UUlVc8GpTcPYsgUynhPfX1DxxhpTr+k7KbGNiWrKR986uTEYNfMempi/k3V9WtE3RNm+TP+ZYH6F9StW8yZ199XnwrUwTi7nSJ6t94sqHP1j43kJbVvFX30nemVPtrrlqsF1U8AAKEx2nQVG9u/RexfM/yHq6+Kb9qlcrNqEgBGy25pf7dC+OyD+NTUlMSE+NTimn5mV4PSF2u7YbWwY1rHDMKanh/i3rBL0z36TUZKUmJCQmJqcRuOii2Pv3nA3C0sPjkzO/ne+YPC68VcHr2bAiy5KsR05Wrpm28/FL2E1PnEYts/2ZWezln/1nQVtf7ffM4l/YMpDqLL16h7vUpKTU1OSoiPTy1qGiQC0AuuyGz7cZt9YhsZAHDVt1V2bhK/wrDS1T44wsXGxibsltWDAMBIRaD6sjW6gc3IZPV11RXLRE9lzqb8ePYJrh9WKQf3k/ti7aSX7TmeMg4AMJntLrxyn+n9d8zeOIKvf3zqJzY2tp8EPbMnAaAn1nr/998qezH4NJLhLLNi7ZGozkkAGM71U/6OjW21jl8JDgAQfI7t9jUCZs87aADQGW2P/s8mBY8XqWkprxPi4zMr2vEUyru7xoKbNxtdeZmamRjspLZnv67fmzEAGM4PNNjxs4Sp18v07ITgM6g9QhZB7zB0IHdl2e79G9vPO21C8/Kyk5MS4hMSsxuGSAix67EJ+xpOpXvNFKB3RHif07e9HZeRkZ4W5XZQaj/PwUdlA0sNZr8KoCLY3qrC9OTk53byG7/h1bz+KDE/v2GMhlC635wT/MfffuK2CnmTl5OSmBCfkJhVP0Ckk/tfneT7+z/+gXZ6mv4mJ+V1fHx8SknDEIVQceOMjdPF0KTsrNS46BumYnzyOsFlGAAAbJW/2e7N4gY+0bmZr+8c2s8vbPGwhWEDoHRFnBFYvUEp8N18B7AvFqgAI1kXLzlYXH6WnZmZkhR5WZdzj4jpg0r8vHpQfE0MrXPx9QAAAL7jkcnWVZyK9+pxAACEocayrOTUGC/97d9tk3IIis/Jrh0m4doLQ8107R+8ik/LykoIuagvsVX+3MOa2d07FlD/OurvX2TB62/XJ8+hloZZOd6Mq13QkHXneLu7XI/7+BEq0pFw/YihVzJj1IjviHTTUj9xOY/Zke6Mdja3uhjbQQIAfEfKDXUFGSkptIyMtJSEmIat7xumOYE6VhxqYeoQXjE087n1F9911ECjUGgZWVlplIQkWu1MWC0GEGJ3io+5pJSElKS4mLzlncSW2f3/jjRf08OusS0fWm80Xht6Rs3EIXKu/YxW9cjaUPt8SutgZbSThgJaCi0tIyMjLSUhrmETltsHALWPz+jJ6wcU9FMAgNgRd9HK3DmakQilIe6ckcLxwGwGOrDtr70MTW6mD1EH3nibqll7Z8+ZAqWM5dwyMTrsW4sbKn3kZmgTVI4HACDVRDiZ2Pqltc1YKPBtT2xkVUxdkjsBAIbyfM3lpBweMdvgyseuxkd8C4dIAAAj7+7aqhxwuleNBQBASLVhp8zs/XKH6AAw8u6Fq5ysNAolLSONlpQQ1/N4WjsBAMSS+2bq0mIS4uIozSM+b2bGP32Zt05piolJSEnKKFiFlWIRAEAG3j4+g0LJyCkoKCrIycigpSSlpA8H5fbRkPF0Lx01Pbv4LgIAQunO83fQFJeQlJKUkNDzTKp9X//mqwAqvS392ikVMXFJaRk5eVlpKQn0AePASgJtrDrSTgYlI6egoKAgJyuDRklKoowDc7oIk/XBJprS0vLyikrysrIyMlISYkp2fhnDQCsPc9BDiUmg0ZLiaHX920XjM5ZMemf61ZOKYuKSkpISCk5P6saYdmL68LsAcyUL98SFrjtfMFCBVBfvflROTBKFlpJAyalcSVpkwp1YFeHg7PWEsQ6JMJByWUdV3za+kwAAMFAS4qItJiGBlpaVl5VGSUrJq17O7qVQRysCzGVQkhIoaUlxMV2X4Nz5tYcFVJZ+oz4RqAhCp1GpNPrC9W4InUqjUunIBzZEmC06jUqh0RFAAAEAhE6h0mjAXGqA0KlUKo2OMPznERqZRMDjsFgsFovB4CZJVOZqFARBaBQKlTZzUwQAoVHJk5PM07FYLG5yym2BTsJhsRgMBksgz+vv0uk0CiP7H8w2hTyTzZl7UqlkMpWOIAiVRJpk3BqHxWBwBDKVDgiC0CkUCoVGn3o6GpVCpTOWBgAgNBqZhiAwc5BKQwBBaBQymUafey8AQCgUMoXGeBVUGgIIIAggdCqFSpspf4TxvBQqlVGGgNCoFDKNziw1hE6jMN4jggAAncYsfGaZMtMCBBCETiURpwofi8ETyMx1SEAlTmIwGAyeQJ6fPyIWg8Fg8VMWSgSh0yhkAmlWOlgsFs94i3QahUKhTtcoOoWAwTAOf2Ce9WsAKgJ0CnESN4HBThKIJCIBh8VicSQaAgiNumiBIAidQiSRibNKHIMjkCh0AKBTiHgMFovFYnCTxLnVDwChErFYDAaLn7WPJwJ0GoVEoi5WkF8uUBEAQCjkSQwGi8VicHjCIp8ko8JTaXRGhUcQOo08VYsQQKgkAm4Cg8UTiMwSxhEoNAQA6BQCjlGoWOIixcICKku/UX/o5vik8YaEW1c8zrt6XPSclofbhQsXQnMaRz4avJ9flO7ipKBzLhdmcu158aL7+XMXbwcz7LIs/fn6GoD65erLBeqfKBZQWfqN+kOBShypeGR76uhh06MW0zI/esTExORafEX/Fxy/htya8cT9kLGJuflMxi3NDhtZ2rvHNLOaoC9DLKD+FrGAuohYQGXpN+qDQO0pL88rLUU+3pDLEkufRV1dXRMTH3IiY2kJkcnktrY2yqeuCvjfFguon0HJyeDuDjdvwuDUxtaRkeDuDm5ukJ7O/CUuDvKmlmmMj0NYGIyPAwYDPj7g7g7u7vDo0Z+Q84/RUkClAYwHBgIbW1VGRuqbN93d3d3d3V2fqu7u7p7F9WtS+4x6X8b/7Lyx1NXV1d3d3dDQ0Nra+oVXpC9T3d3dHR0d9fX1nZ2drALs6urq7OzsweFoEREsoP6xiowEMTFISIArV+DZM6DRwMUFlJQgPh4ePwYhIWYUVSUlsLNjXtLUBJs3Q0sLFBXBmjUQHg7x8aCoCEePwhdoX1kKqHSAyQcP4G9/a8rPzyosHBsbGx8fH2OJpS9D4+Pjra2tPT09rGr5KzQ+Pj48PNzU1DQyMsIqQIbGyWT6ixcsoP6xcnae4Q2NBoWFsH079E5tVvX0KYiJAQYDRkYzWwG3tgIfH7S3Q14e7N/PDMHW1wd79jC3Kvyi9D6T7/Pn8I9/9FZU5H9qmHWWWPrj1d3djcF8XDADlhaIQqG0t7dTqUsFev9LimXy/aOVnw9cXHDgANTXAwAEBc3GD3R1AT8/MzzcQqDm58O+fTN7ARoZwcWLnzf3H6E/1CmJJZb+OHWxnJJ+g1hOSYuIBdTPoLY2OHkSVq2CiAjw9wctrZlDo6MgJARlZR8F1CNHmHv5flFiAZWlr1QsoP4WsYC6iFhA/Wx6/BjExODBAxASgmm4lJTA3r3Q1QWHD4O7O/NHRuy2aaBOvx0lJQgL+xNy/n6xgMrSVyoWUH+LvnCg/jmLClhA/aMVHw/V1UCjwa1boKEBLS3Azw++vkClwvAwqKuDrS0AgJYWODkBlQo0GjQ1ATc3tLVBbi7w8EBPD1Cp4OUFEhIzfsJfjlhAZekrFQuov0VfFFAHK1Myst/1E2c3MuS2gsSwkNCn6Q1TWyxSRluLo8MfMhUW/vTlq7jYtIqu8UWX/uCail6FhoQ+zm7Hzfl9oulNxOPQB6HPc2oXxJdkAfWPVlwcaGqCiQloajLD1DQ3g7o6mJiAiQmIioKyMkRHw/XrICMDJiZw9CgkJYGBAXR3Q3s7oNFgZAQmJmBmBq2tf/bDLKZP3XrwM2Rp3pLXRVbAfpbu66esvP0tGfqIaxc7Zd7Oh+9P5f2HkSX+v+Auv68W31Hu4/UVAPWzrN7++Jc7W18KUElt2aFeJ8TXrth+8HnnFDoJ3QUvvU8a6anpaGrqnvYMSW/B0ABIbVl3LTVUVVXV1NU1tPS1JXmWsf3fHreE9vnh2SjD1VmPXC1MdFS1NeUMbTyCClvH6QAA5I70K+Yym9hFtXTV5Q8YnHqY1zSHtiygfgaRSIDDza+1OBxMTgIA5OeDuzvg8UChAA4HOBzQ5kQQAjye6ej7ZepTR6jkntJXIVcvnHN2crCzuXA97O1UcC1MR2GM/yVXF2dHR3uHc1fjqj645H6iPjXU39vnXkIjdl4Xk9yeFRt442ZYVv04FQCIQxUpD56kNExMn4Z05r+4c97a1tHZxf3y7dvXL7udP2dvc9bD++m7cSD0FMT6X/Y4f87J2dnZ0d7ByS04rZMRb5Lcm33PzdHe1trm4rPMJgpAe0bYtXPWdo7O5z2v3L59/aKri7OD9VmvwJiqBUG5Fwjflvfc+/Lj9Nrx6bpBJ3aVRPreunjeydnZ2dnZ0c7GMyS1enj+lZSJhuzw2zd8nie/m38b2kD+gwAf35DU+vHZNW60Kj7k5tWo4q6ZoCEIpjkvLjQyt4vRJOJbU1/eu3k7pmFw5pSxloJXoREFHfMjjQBCHqiIDfD2DnyU0TW/NcLXJTz3v+X9vKhzEgEAbGtBfFhkTueCmJLUtjTfy0521tZ2lwNjGmeF88PWxtzztD1rY+vs6ZPdMfNza2GYs72tvYOji0dEUddSDTm1r+TZNQcbW3sHZ9/M9+5P+RUAFWCyqyQu5Ir7eZdzzs6ODnbOrhfjq0fmPPtka0bEbS+fmMruqWaC1pdy09PJ1tbO0dnnRVYvDWA2FycqHt4LupfWMHs411/y2tfO2tbB4ZzHjaT6sbnWJHpXYcS14KiCuSO1LwCoCKkj1/vWRcdjZg4HVdfsMXvewahFmEJv3c0rJM5FddIAwVWGKO3ao3e3eILO2BSaRqPR6HQAatNtvd1cBlfejs03ng1nemtxcWtdz52gAYIrv6S6Scg8uJGMUFoSj+76f5yaTnlDAPSJHC9NYYVTz+pnNT4MoH5qTOkvU18sUP+39ckBxl+7CPJsFdQ44uBoZXJIZge/qX9cHQkAmqNOyG3dLHTAysH2zCl1vr3KJy4n9xHf13luCjXY+C82tn9uc0jvn3PeWLaT5Eo2Nrb1R0Ob8AAwWnpTdzm7zsOZUDD0tqzwy9YWp6ysLJX2fPftSj41szNWJy0cLoWWT0BHrCX/ytW8ihaOdtanT1oeP2nrndiBpVMn2iMvGaOFJI2trM8cNdA184qqGGjNvO9mZWllddIYzfXtf9aJ6B07e/qY+bmbz98uFYVzOguDkS7m6//Gtuqw0+vpUG7UgThboR+X7VQ5ftr6rNXpExbmDr4J7xYY+rHN4RYb2djYvhc5Fj8nDgh9pOiq4D/Y2P6+1uBBw0zHjNzif0jlx3+xbbEJnom/Qm19cUb65/2nGOHb6NX31LezsbH9iL6SNjZ1Zf1LO7FfdtslLHgWOqbwusy3bGxsy0RvzQ3sRe+OPrLrP2xsbLzOrweoANARZSeziv9Y0lzyExqTXA4ICqgan7I5eVBTcrecU0zdBADARMMTWxUhlNIhK5sT5orc+/UvxzaRAYg92cE2GnoHTp21c9CX2MbFj/JKWSSyD7Yj99oRBSm0hqWN9UlDXQObh6U9S/ZGvwqg9iY4iG38fofMobP2NqeOW56ycYwsH5oFMWL1Q1e5tf/6+8YD15LaAYCG784INDFSMT1hZW+hi97JscnwVnoXM9gKvTMr1E2V5x9s/1pt8nh4CgS41lh/GzU9PWtr27OqfD/tkDkZ04xlfFBUbEfmTTMJ9n+z/SjpHN8zO2NfAFBp+KY078d5XURc/X2zTbyHn7UzgDqQ9+TWlbvJrYynpnb5aG9dbxzUMjvOGiBNIeaC3HKX0vrm45TWE35i18qtByKmAkLV39Xm2G4U2Tra+cpi/ZqdDslTn1DHCwO0jL533kwoGwZQh4ZgeJg5YPp6xQLqn6JPDzB+XkjxRHgVCQCAUnVFbP1P+6xz8QAdkUe1NMzCWwAAgJxpi1r+o4R38fDSU6/0xnDLnas5uXdxCJg8aiLMnNgdcVZJZvOmX9aKm4fUMwOMG2/gPfSkbZEqTsq7zMuldK1s1tfW/NJkt6CWV8G8MwcKfFVWr9MNZsTAI5Tn5uaW9k4f7Xlly8mjE9Y2c/77rXX0pifGmqp6pofk1Q+ei2xn/krre3VWjkvAs/y91wK+IdRCYu1Kdg4BlLlf5UyTRh5OcRHl3Mu59ZcdFmEN0z1nQtFlJUV9C0tdUeXjIaVTCKG1R9urbBS3ZQQYJ+bfVObh5ti26j+7dULKmKszG1+5yG0SdkleMNqmjxfc1N3yEwfX7p2yNomzQt8htUGGYpLsW5ZtUHJO6KUBQGeMk+pG4bNps8lF7Yo4vJ9TzCaN0RvojD/CtW3/8QQSII13zfg5UJ5pjNmprnBdvl/2u5dhaJSeopSol42MR+p7cZjrn5u0fWvmE5Va5ndo11rRqyWMsu/LSMir7VhypelXAlR7ESHhy2mL5xNXF26lpXXi8BFpbTPPuDYAoGJ7Cl7ey2cMS6H9geGaHzlUQuoQAMBXPTbctWaHlKrUvm3bTz0enLIZYBozc/JSGGZK4ttrMqu+Q7mljSAA9KGMq7rcm7hQKqgte6QdE3tn3/oLAOq0RkvuGM8C6iwh9IHcG4o7V8tfLxidbcYaybCT4JM987x74VdKHSlJCPZ7mdk9xcmGYC2OX5RCa7trw4xXc6s9aJoquNGME5Jbd1oEt053XRlAHRuD06eBkxOSk3/Pp/zMYgH1T9GnA9VVRN4sqJDRYmLLbmut267/uBeg65WltuqhoLeM03BvPPZt2W8V07rAUjgtWs19S4HtRk4XDffvVAiomCIisfbaQZSczRkrJSlFI/8aJlAPb9xtvBhQaYOvL+zcJu+RPevLaok04xPQvJQ9r6nozroi8cNWnZCmxUOjJX0AACAASURBVDJDqXt8moNL078Ku9jRRTJfF3ZSRebgq9aGQE0U6si9FsZz0vpiz8pxCbgWv3+HVHxtoJGCpKKV7XEJIRXX0qkvH1f7RE9S+NBlR0Pu/ZZ3q6eKjvjGXUXR4Fxe2ztXUeEDF5P7GWvxae3RDqqbJOwYQCXkX1fkUTt1x+/sgV37DwXWTgIANMa4yG8WOb8QqMho9iWDfXvMnM6r7+M3iOycIup4voOqiOoFB0sRIXXrqC4GUJ3VNonMASp1OOE47zpNjzfMdKntj4/zrxOxKhofeWbBL6jsUcAsRXL7I7P1G4Q98+ZNSlVdUeHaoni5bGxetgh5V3U3r5C5XvJRrfzXAdR4WyG+vU5R7YscIzTdNZEWNw4sLn5goGngFtu24Axs1g119q1Kd0ooAEBoy496Hvu2o+rOYb4dJx70Lfpp4VMt9qxE28UPIAC0sbr0Fy+yaqqSr6JFRM/GfWkj1GmNLApUfNXLc0fVRTh/kTjp93ZOVSFX+pkK8Ry4U/QR23oMZh1Hr9gg61WJIXbEWHFtEHPLmkqrJcKA7xv2wz7100PU6RFqZiZISAAbG2hpQUXF7/CIn18soP4p+jVAVbQMKWOYTUZeO0iu3G4UNQTQGW2po24aUsM4rSfyJOcafoekzqW/V1rt3SN8O82CU0PNZXiUbxYzuonY3KvSsjLnEl6HGgiJ6/vXfgCo1IGk8zu3yblndc2MslqizPbtV7KP7h0ZHhoaGhoaw5NpCAC1r/iOwY4fVu446HD/3TCeOqdvS659dIqDS8Ov8uN23qE23DPXROkG9QHU3lHbvk8rvBoPAEDrj7WR28Znl9w+ODw8NDg4PI4j0haOdfG1AfoSIgY+UZGnhQQVruUx+EMtvq3Ire/8KiPEcgevSVA1s+hwhc7ycjrOyTiALDvBbWibNEahzgfqNZltsg7xLd3pdlvXcZ591QEArbFLAXUsx1Nrl5BdePItHZHdh5h2BRiIOSOgoHsnK+G6zB7Z01HdSwB1sjxQZsdey4fVU+9jNPWK/E4BvaSyKq8DgqLHQpqZT0wbynYX2br1bORcVAwkme5fyWN2b0FvC8GUhJuJrP1pHcr5flonhvR+I8FXAdT+VA8l7p828aKUlRSkZWTPhJWOMvcmmqx8eER8p4JPCQmp81dWWgyoSHfoiV2/7Ds4J5w9tf6aFjf38dD+WaVHI+HHRwaHhnrSbhzcv1/7QUnfbEeOvngXIQFR668NqOTeitdRYfdvWmnJ6x92i+meNmJNvnPX2L/voF/TB1cekKqDDPf+v1+kr+UNAAC5K9NGeDmXvHNm7/DISEvCRYM137DxnbrbOD3pMdspiUyGBw9gwwb473/B2RmGFrgEf+FiAfVP0SfPoSa7isoaXY2rGRrubkq+JsWxlf/syyE6QFvUMS0F7evpPUMDvQ2xVtLcK6TP5fcuPUAFeu1dk+2cZi9bW1JuaG0VPZs1BgBj0fZoQU2nQmz3I83dor8OqG3xZ6TW/t8qbhEZlLiwsJiUWUhRFwUAgE7sL/Kxkl31rx/WcYtaXIntnBlHfhpQx/N9tSRQx170AQC0PVTjFzoaVkECANpwqit6+fereYTFpaRE9/PJWN1K6lp4Pb42UF9kj9aDjvE39kqCKLvIYQAYzzorxaHr96anKcpiG8/hoBpGU9cV4ywsonmtkAAA9OIrIrtkLqS0ASwG1K2oM09bgDYQZMi+ebd9Hgn6UzwUNgsvDlQPjW17nLJ76h5ay3KpelVSAKAt4BC/hGVQw2TDDQlu6dPRSwEVX3BLkEviZOS0UXoi546WuJBhSmHxOWVxkbMR3VO3GS6+rsrJ5RDdPguNE1luqqt/Fjmf2LzIrncIYagu8oQMz/Jvf9nGr3Y5uvo9/nxfAVARhDzeWV2QFB8TEx35wv+06GoO3sMhVSQAWne6/SGBgwHFAABV/mrqxl4pA/Ou7k+7JPzdeukLsXPe32TNVe3tPHOB2p4ecEKBb78Q/5Yf9h8Nyp7X9nfGfZVAndJw9HH+/65TulfDfNcDKR5i/GInX7Z8IFVseaCl+H9/QTs9rZkm5vi7cFv5Vex79gkomrndumwhIaFt97RrunYu9PIdHQUXF1i+HNjZ4e5d+IqC87CA+qfoU4E6lnEJtWv1Jl4haRkJISFBXa/kpnEaAEBbgp0q+09beCWkUZICOyQsvFOaFzqdzBa99q4JD7txRB9xvNBbYS3v2eQx2mD0cRWU4e1KGnQFKPP+SqC2vrIU2CVqcju9uLgoLy+/oLJrnDDToNMw7VWvbxjy/fsbnuMPyqay+ElAxWbdUOXmEvdMaWpsaGisiz3Nz86vF1xLAIDBeHvZLTzGAZkFxcWFeTlFNa2DhIUJ4GsD9UV4VYL6gJjlrLSH3yJmmD6aYs0vZvKkBkdse3poC7cJE6j9EVaC2/YeuF/Y3NjQ0Fgeqr91M9o6fgQAYD5QZbeiToZXAwC28ApqDbvRo9KmjCsq7CKLzKEiYzmeGhzbbbJwlPZoB+F1YldKibSWAHWUol1EJx2q3IS5ZKyWBmqJjwSP0LFntVPt1FjGDQ1BYeO0srduaiIipx61T73ioTwv2W07HGM6psu/67WD9PofZBzju5beRJaK7a9/c9907+pvflILLO1fapz6FQB1nggt/oc2bVK+0jDen+qmy8535GFlS3NDQ83Lc1JSyqcCM9oHMeSpekxpe+0g8T27mEPa4NyB2GJAJQy3Vxfn5hcUp/rbK0ntVvN83TOryn9lQKXih/u7BnAzjzcac3zDWnareEbXdDLnuh4fr354w/vGp7SB7PP6u35YIeMaWTtV0eiUydGRkdGh3pqSvJycsqbxjvizyjrG197Md0pauGymrg4OHoRvvgEhIUhL+x2e+DOIBdQ/RZ88Qk1xE0Vrnw/PrqwqL69pHpnusTVFHteSUb0QWV5VWV5e3Tnxwa4cvfauyXZ2w/B2GmBLr8qyixt53vM5hhI2edgMAE0+Sr8WqC2RR/gEtb3yFpw8SxO5JyV+Zte6XMFkwqcAdbzS13jbtyvYBUUlxcXFxSVF9m5a/p/lCn4lwwAj8dby3IKe795vrGQAVdmnFQCf66XKvt3CL8zTSFr6aGgrFYgNoYZbeEyCa6gA0Jtir7Dm25WcwuKS4uLiEpKCPCuX/bD+UFQPDaDnlf0CoD6sogAAfSTZTYFTSN3xlq0Gl5Rr8gIvX2Qsx1Nz2/ZTScNA702y2rNW8cytIFcDcVmnlFEAStEFIe73AJXc+9J09xaDW8VTv3W+sJbnlLpQhe0ONdknonP9LbOJIvdE2mzboni7jOHnTO96fUlx8w/oM6HNi/Qy5otcHiC28XvZS+ljSxTmlw9UZP7/CCnWuzZzHYtrqntszcfDtUdUUlJcQlKYd8uyH5at3rbbxDetEw8AQGiOc0b/yCVxKr5zQUktBtRZ6g7U3Pj9D5pPmmfG9l8ZUHFVt82Etqu65jC94wcTbMVWc6rfYyzEI5Z7G0rs0LxePifjdNJYV11DYz+WCgDU/jdX9fd+K3DEv2h2V5Lel+uttEv09HOmJaD35Yl9Ctp3Cme5Tbx/HWpyMoiKAhsb6OlBVdXv8+h/nFhA/VP0a+ZQlY6HvVvgvNP00lxHwyys/qPvTK+9a7Jjq2Fo0yQAqfLpKcX1yzZzqCnZx44BANT5KO0WM5gC6p3DW/ZZxC3SeDKAKr8AqEI6V4vmnkka7mp42zbVyiBvXdFr92pfq/p0oA6+uYXat/1gUEl3R1tra2tbW0dXoTeKfYWE15tJZCLZTp5b6OICNwYE319fUVbRNU5GAABfF2ggyqvsUw8A9Ja7R/aLbGH/ZZv5tcQWBGC8+oER+3aT4HoApOXF2d384lYvGro62lpb29rbOypj7HhWr9V73AEwFOektkl8NlDRJx9WMdoZQkv0MeHN33Hz7OeQ8kgdAwDqRFfd2+LmfgwNGEA9wLn9VHwPBWAi5bqe9PpV69l1TW/lkgBgMv+CELfsFFBfOamxS7oUz34acvU1qQ18GneYnf+hTDuxHftNIseB8ua83E6uAw/rmEUVc1p8417HtAECANKX52vAv0ridFDt7KEFjTTc9u5dedMwGQDBtDU3NQxOYaj1gcbmXw5czZzvujSlLx+ogGB6uvqHpy01E9lnhX/arHKzYoxMwPT393a2t/5/9s46rqps7ePMe++duHNnjHF0bMUAQQWV7u5ugwYBRZFuFREQFREDVFqxQRQREQMMQkHpjkO3dJ/4vX+cg7Q1M4r38vuDz2Gftfdee52113fV8zzlFRWE0lg3cQkV6+Dk2rfdQwCx4aWn2uL1YttuTu4KpvbMjo0brCKHpwcGmwnVdVXvJjXr/VRXzNlk/qhuBDhdSZ4CfEJOiWP6o9MJqC0p3qqzVqiFlfcAAGWw4v6RrdwCRgcv3Ut+cv/qcQM5aYugDKq5Kbks0njD3FWaZ4vHXKGnOExn3kpWh4ftIDXesmeno/uZy+zMw1cvEu7fvxcbG/cgldAxONSa7afJunHLjjMJSc9vntKXlFDzjq0dXRs/6Nihvx+BgVi0CL/8AldXtH7IuO4ragaoX0WfCtSmGNv1PJq+TyfUucIIHUkhjRNp449PKVLOKfXFcxUDCjsADJTHGC+ho/uJ35nKB+R68y/fIOeT0wug7bWv+k9zWA2OBV68GB4SdOFKfFplJ7XTP9Rwx3rlYi6Hh5Uj70XJdV2mxQyS+wIjLl0MCw0ODou4n9U62J1/76SKnvXxoNCLF4MP71HhWit95E7hcC9/MCdIf9FCMZ83H3JH0V8WrLfin2uVb44pgEpfyZU/MNs8r2tMcOCb85uoQ0DYxYvh4SFBgVfi31R1A3juxrP4+0UWMeUDALpzfeXW0/MfyQUAFF8yY6KjoxN0f95AAdCS5a84e6HGuVJ0ZXhKzfpNyPr56FFKZ6r1+jkLxE7VDtTH2InO2WIW3wYAvUlufAu3GAZlvtsbTIh2WPodHd1v3B7P+gFU39qz/ns6UbcHLQDQ+shJ7PclBlFVvQDaU84pzKGjW6p1IbMPAKXnqc36pRxG16pIACqj7UV+XMxv5U97oBuJOS2DxKKrVmKrlyvanwwJDXLfLb5ZwDAsoxtAR2bETvYFXBp7zoSEB3rq8LGJ2l4u7AV6y2PNGOno5m3YfTrqxpWLoSHBISG3Mqp7KP014VsXzFos7F8yCHJ95ClHVbMDF0LDwsPOWSjx8XCbRRZOxdNvAajk8ouHrHV1nQMvXgwLCTlqKMsjLXf0acP42ZtXx4RElFyoI8jeiis6TN999y8hy/M3rl+5GB4SdCEiPq20GyA2ZN+PuhgY4KHM9MsvPDq+ARF34vM70Zsd6GeptPtYWPjFsLCgA+qbuLi1A9K7iACxuzIjNjw85MQemUW/LxE0PxEWei+j7C11v9J0AmpncbT3dtOjTxpGmUR3Zoba6wrzCUjvDkirHhlt95ffP2Kgbu//Ymy16Ku+7yGvaRCY1YfeshvuGqISUrIy0tKSkhIS4iJCQhKye69mN1MAvM2JcJASFBIQ4Jfe63O3moQx9nEf6SmpqQn29pg1CwwMCA3F9HTLOgPUr6JPBWpX1g1Xz3MJxRPA05AaeMI7IOHj/SuSax75W+85nVjfBwD9tXEnjI2cTqXTJmlq4rxs9/s9qBkE0Ff79Jy2prKsrIKykpKcpNh21/MpNJs6UkfmdTurwzfzR7nUaXpzyUNfTk5OQVlZWVFeWlZR0/FKUScw1PA8xEpeTlZeTlJU0y4oqW7Ue0CsfRZiaXk8vvJDc5GdRVddda084sbY9IFSfMttj+GRREJL4X1PHTV5WXlFZWUlRTlJ8e0uESkNAIpvHditvevi6yYigIHaBD9XO6971Dk4UsVD771bnS+ltlAAoLs68fRuy/PPWonNqRf26RwKfjmmrImdLwP37TUPLOpuzY7y2eN2ibrXdqAoxnOfW8izqpGlyf7a24fV9a28kuoAoPVVmJ321sNR2V0A0FMQdczCOjSD6rSnLe+Kh57JkcvFtBFC8Q1XG/fQl61kAG15scfUVRXk5RSVlBRlpSUMvG8WdgIg5t2w2qEsLiUpoahrEZIxkse3aecd9UTEJGXlFNVco/L7AIDclB3poqCmqqaurqamoqQkLysrK2cWmtpIpnS+OGNiuOvww9p+AEONr8LddcWkZeVlpWVM/RLL32dc/w0AFeSqpEAbDVEpeQU5GTklVe8n5e0TJ7CHSmK9jvjdyGgGMNSWFWymp6GkpqahrqqipKQkJymm4XLhcSMwmHvDcaeSuLSCqpqGhpq8pKjGbufoaoDSnBFyQFtUWl5BQV5OVuFITA7tHv2NKWE2CvIysgqqGmrqqooyMjK2YU8qqDifTkClUMgkIpFEHuuOjjzY19XR2dVPGpuURBwcJJEoY33XUa8wRKZQQCEThwb7B/r7enu6urq6u7u6urq6u3sHScMnkPq6uzo7O3uHJnLwk1wP5uVBSws//gg+PiQmftoTfwHNAPWraMY5/oy+UX0LQP0L9Re7BZ5OQJ02+gxfvvfugZMTdHTQ0UFx8YfTfzHNAPWr6G8F6kBr9mUHSzNDY9Pdu97J1MTY2NjnXnbjNEb0YHni1cMGhsZmZu+yvXu3qZG+uZNHTPnU21Nn9CX1PwbUv1gzQJ1En+ccv6cHAQFYsACzZ+PQIbz9sBvwL6EZoH4VfRCotZmZL9LTKZ8VN2OooyjmmMd+R+f9Bw+8035XZ2fn4KSi9/k9/9oi1qTF+js4Oo/k+sDBg65ODm4+/o/fY+8xoy+p6urqjo4PhmCY0eQaHBysqKgY+oYMK7+A/ky0mbo6WFril1/AzIzLl79MoKH3aQaoX0XvASrlypV3I1QSiUT+dH3AHe701fsDYn3t3M2ITCaTyVVVVW1tbRTKzO/xOerv76+oqBgYGPjaGZk2wl8Rvi0zEyoq+PFHCAvjxXst9/5ufTZQW1tRVfXhZJOqqQmJiair+3DKT1J1NVomxOz6kiKTUVaGro9wTDsVUIlAm78/6OiyHz1KePq0qqqqqqqqckYzmjYqKioqLS2dqZafJwKBUFBQQCAQvnZGpoUIBEJVdzfp+vW/Jh5qTAw4OPDddzAw+GoLq58E1AsX4OICDw+0tSEoCBoan3Cj5mYcP46qKhCJUFXFrl24fRve3n/l1LeWFnx9/7Kr1dTgxAlUT+LCbkp1doKLC3FxH045FVDJwEBYGP7v/8pSU5NSU7u6urqpG+ZmNKNpoO7u7vLy8oaGhp6enq+dl29P3d3dbW1tpaWl7e3tM+81Vd2Dg5QbN/6yAONdXfDzw7x5mDULR47gyy/2fyRQBwdhYgI9PcTF4fRpXLkCf39oaX3CjcrKoKiIhgbk5EBEBAAaG6Gk9LFhZe/dw5EjH0ijqYnTpz/qal5euHbtA2lycqCqitLSj7rgO3Fz/ymgAsC1a/jHP+qyspIzMj7t3jOa0d+vmpqamTXUz9bQ0BCBQCASZ3YEjNKfn/Idp+pq7N2Lf/8bLCy4evUvu+zH6COBGhcHTk4MDJuvE4k0oFIoKC6GqytcXZGaCgC1tdi/H15eaG0FkYizZ+HigsJCDA3h6lWUlMDYGPT0OHAAmZm4fp02QXr1Klxd4ecHIhHd3bh5E8HB8PREZycAVFRAVBQMDNi/H93d6OiAhwdcXRERMSaTenqws4ObGw4fpkUpaGvDkSNwdcXduyPJHj4EAwN4eREcjJISREfjxAkEBqK7GxERcHWFvz+IRHR24tIldHYiLQ1RUfD1hasrGhsBYGiI9u+7H+vJE7i44PhxcHLiwYMPl+eM2cyMvlHN7PL9M5rZ5TuJ/nKgUpWRAQUFfP89JCWR9vGub/6cPhKozs4wMhpzJCAAO3agsxM+Pnj+HBEREBFBWRkMDHD0KG7eRFISjh+HlhYSEnD9OkpKsGkTCgpw6hQ2bUJCAl69wpYtaGvDpUvQ1UV6Oqyt4ewMAgHLlkFHB48fo78fAN6+xe7dkJBAfDzq66GhAScnxMdDSAgBASNZ2r4dmzbhxg3o68PAAF1d2LMHhw8jPR0KCrhxg5aspATi4tDXx8uXSE7Gf/4DR0ekpeHuXVy4gPR0yMvD3x8VFWBhQWUlXF2xYgViYmBlBX19kEhwdISrK9LToaGBS5eQkwNOTkRE4OBB/P47Hj/+cHnOAHVG36hmgPpnNAPUSfQ3AZWqqChs3ox//Qs7d6JiYuzbv1ofCVQrK5iZjTkSEECb8s3Pp40C169Hbi7MzaGjQ3NifPIkeHkRGwsA1dXg4kJzM1JSaCyprISwMOrqoKYGRUUcPQojI/Dz480b8PCgbGyYoKAg7NwJAM+eQUAA1Ap5+zb4+dE97CFr61b4+ABAWRkEBXHvHlhYYGuLo0fBxgYrq5GrGRvTUqanY8sW2hUGBxEejqNHISICOzsQCBAQQFUVXFxgawsAaWng40NhITZswN69OHoU0tIwM8Pp09ixAwCGhsDFhfv3P1yeM0Cd0TeqGaD+Gc0AdRL9rUAF0NEBX1/MnYs5c3D0KP7WBYuPBKqfHyQkxhwJCICuLiorIS2NEyfw4AG4uGhTuz4+4ObGqVMAkJREg1lJCfj50dCAJ08gJgYSCeXlEBNDbi5ERODpiYQEvHiB6mqUlEBIaHxn4tQpGBoCQGwsbQkWQHIyBAVp08IAtm1DYCAA1NZCUhLh4WBjw507SEjAmzdjdj9pa8PbGwDS0iAkRJt2dneHkhIePoSJCWxtR4Dq6gpHRwBITAQvL54+BSsrbt9GQgLS09HaimPHaMN3MhmCgn96DXUSoH4J46pxFlyTGHR9EROvTzEk+zMZ+ohzJ0tCGfPxA5l9/9eUKT5PuMtfq0ku+EnGe/87QP1AqUxZapOV8PCH/xagTl02H1mXRpfe3w1UqggEmJrihx+waROiov6uu3wkUAkEcHDg2jUMDKC8HE+fwtcXOjpISwMrKwYHkZiItWvx7BltBdHHB8LCiI9HVxeSk8HGhvR0cHCgvh4PH4KXFyQSSkvByYmGBuzdi127AKC+HqmpKCsDBwdKSsZk4Nw5KCtjcBBFRWBlxaNHGBiAiQns7EbSKClBUhItLQgMhJwcysogLIzoaAB4/RqFoyKymJrC0hJDQ0hOBjs7rcuiogIvLwCQloalJcrLwc6OykrY28PSEgAePcKGDWhshKQkgoIAICcH+fmIjAQ3N/r78egR5s1DfPyHy/NTR6iDtenRwd4HnZ2c7OxsDxwLfzMcb6GzKvWOv6ebi5ODg729i/fd3A/Gbekoehjm73c68F5x5zjr8kFC0p2A4yfCEws7hgAMNGclhFx+UDSSjFyVfNNvv7WNg7OLm5ev73FPN1dnexurQ35X3rSjtzYl5qyX+35nRydnJwc7e2e3Cw8ru0kAMFiXFOTmaG9jZeNxNbGUCBAehx11trZxcN7vfsTX95jHARdnOxtrr4DbOR/e891TkXzN1yviUcGIe1Zyf82ryDMnPFwdnZycnZ0cbG0OBz/MnWBBNdRRlHTR98Tpa/GZ429DbkoO9T91Jvhh4Rinr29zY0NOHI16WTPiPpzSWZocExr1vGaQlpuEyEAf3zuFTSNJ2spSbofeSK0c5XOcdu5gU1aM/0m/cxGPq8ZHAestiL129oTftZdVvRQAXRXJMWGRTyckwxDh4RlPJ1srazvPgJjiUU53u/LvBLrbWdvYOrufTqocOVyRGupsZ2tv7+DqfiOteqqGnFSffu2og42Nnb3T6Scl7/P+8a0AldKQcs3P0cbazsHNOypzlFP3oYbkq24ONnY29i7+cdmjRyuVSacPO9ta29h7BN8tGmX81lcS4+9pZ21l5+ztn0gYtZ+oI+/uOSdbazs7l8MRKbUjX1A6sqI9XeztbOydTkSmNI9yizvNgUp4dOO4rZWNvf0B79NPR1WWjtK0MGc7W3sHx/3uN9KqRtfsiid+7k52djZ2jp6hT6jR6ybpi3flxHi72Ns52No7+9ygutYe0ZcBKlWvXkFKCj/+CDk5pKf/9df/eLOZrCzIyUFfHzo6eP0at2/DyQn9/Th0CLq6UFeHri7KyuDvD319bN2KV6/w8CG2bYOmJiIj0d4OHR20tODVK+zcCTIZNTUwMMDbt2hrg4kJbeHz5Us0NcHAYLy9SmsrlJSwcyd6ehAXBwUF6OvD0nKM0efBg9i9G1u3QkkJb94AwIsXtJS2tmO2EycmQlQUPj549QrGxrQp3/R0KCpi507IyCAkBLW10NdHfT3OnoWfHy2BpiYAFBVBXR36+tizBwQC+vpgYwM9PVhawsAAKSkfLsxPBWrrfWdO5tXcSoYOTvuMdCXWs+mfvlMwAKAsarfk6pU8qvscbC33KG3ZLLvLM76u/329xJLQbcv+SUf3j7X2j8YGkW5LchCaT0dHt8Q4pKQHwNv04xpzV6mHlb2Lg0WuSLzkaWW2Z5+FqSzrzz8t2KxoZGGxx8zeMyyzA5UxpmwLFrHImDjaWu01N9u9x+7kvcpuMqmjIvKwjgi3kN4+KyuT7ZpGXrcyG8oTg9z27bKwMNcTZfzxpyW8Wrss9+42c/a59vpDgZnIjTdddi6ho/tD1/H+uxpCbIyx5p49Z6O8mYWV1b69u01NHU7HZjaNP7e79OLO5XR0dL/wmsWMeXkpranenP+go/tu0daQopHWb7D0rI7C7H/S0Vudz3/X7hLLr+8TncexJ6EdAMi5gYrMdHR0s0S8HrYNn1l405ZvHovd3QnPQu5MPSb2Ex0d3Wy+E2/G4JZcHWWw8Sc6OjoWp/uNRACVUdbiC9jM4saSv6841lmFi1NBb6/tXm1VIVYJh2hqzjqKIqzluYVl9ffZ7tkpy8Sh5XG7ZBDor0k6Z62kpbbH2tZ+m/BaRjYhzwelPRNqRxfhubeBpLCYyi4ba3NtzW3WYek13eMTBvST2AAAIABJREFUDeubAOpg/Uu/bTwC4kqmdjZmMhuWCuudedZIAtBXE+++TZyDa6uNg90OkbVsgoZBGe1EAAOldzy2sjPJmljYmW0VYFsvYHOZGnGns+COowSroJrOPmvzbYJr6VWcY4p6AFDeZoeaiQkKShna2+9V3LyUV9U9rnIQAPFtylkzmS2bVffZ2uvJsGxh0zyRWDcc/WE6A7Um7azzDmVtfVurfbsk189mUba4XdRNAYhN6VfdlbVU91jZ2m8TWs3AruSf0kAEQOrKu+m2lXOjnLG5raOJEj/nZhH72MIJfeLBlmR/c0UONmVzK3s7fcnNHHxqR5OrPjoe6t+hmzfBwoLvv8fu3Z/vTmFSfZIdKoWCvj5MdJvV3z8mlk5f38i/AwP4yMoz6ZUnpqGKSBz5PDEzo6cTqHmeKDJ5koyRybRtUB+jvr4xNxr37/v16fFQXblldl/M7geAoewjfEvnslk97wUqI43VlY0vUhecB55YC8+dLXjyZcvUGSEXh5tuWLh23cY1XPoRpX0jCWuuW8mJr1w+b4nAzuBCWoBx3WUsOpMFGMfAC08WRtljGaPGw6U39Vm51bzG9yYaU87ILVyicZ5qftSb+fzZs/QRjx61t20YmDVCR03vv78MySWXdVUUNA20pZR3uEQRaEdJ9dGWkoychzPfdyrQUxRiIrh4/qq1nCImZ3JGfvzBlgcufAybGVb/zmwSVvSuDvalecpIa+000eSV3xWcMTzEIRFu2ckvF7ChxrvrT/aRW7du9doFP7FqhLymlUbxbWfJFTwu8RNaFnJ7ynFN+t/WMLBukLCJax71pAXnd/AL0dPPWS7rHFtHDTDuqLCcZ9/oAOMgVl/X52Tks3pIDdVcddeAcS3HrnsDIBcHGrOtETmU0AwAqA7X3PQ7h9vrTvJgTWp85PVi6iPV3dBj/OcK9dP5PRgrYvpZ3Y2L+Y68pFa2ukexz/Mrp5zp+BaA2v7osOyKxaInn/cCQEvyHtE/6LUD64bIjU8O8S1YuPVkHjVZhAXrbI4dtwlkSutj8y3zNmherAEAFF4yXMW4wSq6GZTGMAPmRUxGcTUAQMmNkGadz+P8ZAjEzMDtjPM3Oce2A0B//gHlhQsVPHJ6KV1ZF+RX/CHh9HwIAPoSDonMZ5XzT6GV53QGatWL6/cep1ErekPcHpa5P8j4vO6igNSQnfL4ejE1y/U39Bj/s0EvuJwEtOe4i8+nVwmkhW96EyDz22op54RxfbGhqgSTzXNZzGKpF+hOcGX99wadM+kjPdcvD1QAbW3w9sasWfjtN/j5fZQ7no/RjOvBr6LPCTAuZXQuldpidqX7qi9h3nq5DqiONlVX0Dn3mpqs+9khNnoOi9vlE2YK34mUF2TKyazt5LGDY4NUQNZwNerL994mImWzz0JWWEbbP48GVL3lrLqTAZXUdH//xrVSh5JqRqBQFmm0mVPVI2lcU1GbeERg1mqNoEkdlwwVROxdw6hyNucjazMpP2y3vPj22+VFASqiIoaBZdTnJNXfsZRk5Dz48v3WfT35/trSQjIWNrsEueUPZAx3s7rzLmsK8eh4OWxfx256IfddZNOnB+VltjknE94c4ONWdY9voF6cRLhlr7BC8F2A8WMyTArmp85YqW1k1w6gsqr4tovUSl7XiUClvE3y2Ma22djJVZmNfdvNquEmpT3ZXoFX/oCDKS+3slVUNRWoTooreC1HA5XYErtr41KVQ89o1yUSLu9iX8y7N62t5dpOdi45txRaKQ5WRhguXcbt/nxcC5XjLc9IL+OZMT5ffS+8NVf+Ln701dS1ZpS+AaD2pO6XX7ZI4VAajWJ9r47KrGGzSW5sfnZMfM5a8fN5tIQdD515GMW9kmo70g+uX7LE4GolrTtVdctccLPcoWRyd7z25nkb916jBcQm1lwx42KUOVvVV3HBgOF3fvOHzbRLlQRtZWTWj65sKYrY+scKtsMptI45KcNHloXXNDCbWn2mLVDHdWQHqiJU1ywR3f+kZfw7lechtWKTxsmCIaCzwEdrBaNhcA0RAPrSTslxcuiezxn3bMTqJCvJpWz296jtSOt9J67NovZRFSM3/CpApaqsDMbG+P57sLHh1q2/4IIzQP0q+hygypgGp1Mbstb79kILmLWjmoGqW6bqSgbBtBaiLtKcYRG7fVzV1O8rKf+C4eYNRucTQnaKM8kdp41Kup57i0lION+7H7aNW2Dr2fwPAJXYGOe6Ya2kW2L1yMREWZQRG4es3a26t60tzc3NzW29gyQAxPpXftvW//r7+u32QW9aeohj3tvB/Et71jAqn8n+4MovNe9FgTuVRTTPNwB5forMbKoXc3sAgNRwx1py7WbbeEJzS0tLc1NLR3c/aeJKTk++/1ZB3m2nom7u5eaSPvaC2pMmvvSVZdzqdPtxsOl6Fv1zubSi6051lJLUcI7vBhLtuBhErR9VDgITgXpUfK24fUxZ7UPb1UsYLKMrAZTfmQqobUnuaizctpfiT2rwsurQ5hXQeNuCU1rTLzH2qPgmib1RNVMAtTczQHz9FpOLucO/x9uEI9IbOLTiMnKOqHLxmQWXDkeebE5y41292jJy7L6+xjgDzgVMRoEV47lJ6XwVbsSzaM4SIcegh9WdH2jrvwGgDuYe12DcqHQogwY1cvVlc4a1WuFF9WkBGozrxEKH92dQcoOlGHlMLmU35ZwRo19qHllH6+P0pB2S52XfeaWx+5U132IBq6uNtDM6Hh1UXc5m/ay55oYFG5PwrifDNbflvgsLvYxPanXxLXPW1RzHM4ZBVBOlw8Ypc+g+dQFg2gJ1nFoTD7IuW7gtMJe6QEAe6u9629zS0vTmkqXgZrFDd/KHAFD6CSnHVZazKu10uxQTqL1sk7jhmTcTZ/hIXVnRjmKLN+1wO3Ep4rjSfFaVAzdLRk9GfkWgUpWcDDEx/PDDyGLhZ2sGqF9FnwrUlvgDfBLa3jF5LS21JfFHhdeuYbe82UQGKm6ZqUlrHH1U19JcX3RnnxjTAlHn5Lr3DDXI+Rf0mRmMbpaXPTimtorPKrEdQNste1EuZcfUruoIVVa+zwNqxd19wot//oOJT0JUgJdXQMQ4OK16CADIffWppyzEF/5r1tL1/Kbed6pG3qVPA2p78mk1QRHTGw0AUBGuyM61MyxrAACp5cEBsbm/LmLiFRQR4efcIrHPN24Sl5E9+QFbeTephVS2P7OV4RK1jWoF0J5oJbxG48zT2uIok7VMeufyqE1dzR0nHl7loyl9AMgvvXg3iu9PqAAmA+pqkX1XSkFsCNixauUmu+QB1D84JL2SZ1KgPj2kzLDJMam2IMxKglHBK2cIQIW/DrugSUBhT6GP4DqxvbemAmpPygkuRkHzyHeT0h1P/dQEuHc8SH3pLCfAa3m9hnac3PLymAIDo/0twqg+RUfSQYWF83hd75VMMoyn9DblR+6SYJrz7/mMnEpet/KmXEH9JoCKgVf++psYRF1v5NS1NtdXZwTrbl6wUCygpLc9K0iNaY3SwdiKxsbGJsLTEzrrflpicDG/tzf/iMxaFlWf5+W1Ta11JQk+SkvmbDEKrUL/A0dRhs07Qp6VNrY21ZQ82C+0bOFGo/guUlW0Hd9advOQ9JqWpoa6wsh9Qot+2XI4ta2nMsaEbY2IxY2C2obG5qrMcAuO2QtkPe9Tl/S/DaAOZh0XXzefxfhuJW0ap/nNrf3q3NwCnKtnbVBxujZqw2j3C38Tzh/nzpv7/a8LBI8/oT7XxGWb+hhXtfW/zJn7C91vDBqX8sd++dWBStWVK1i/Hj//jH37UFv7mReZAepX0acCte2xh+iGP1awcImKCXBxc2keeVDaQQKAilhbhVW/rdwoKCYiyLle0NQvoWySJc9RIudf0GdepXu9vr899aT0YhbL+DZS061dciLaJ7NJqPaXY/lMoJbdMuVk4Tc4+SQ9/WVyckpqdnX7qBVacldVbryPzuYffmQyC0kfXsX7JKB2PjmmwMQo4B5fVFhQUJh7ey/7Kjat83l9AKXprp0EPZOuf2LKq1epL56l5ZU3TbJu3pMfsJWXRT6gHv1JTrKb2HZGt5Dexluy8xtcye/pr7iiQ79OnwbUhmsWnGu2qASmFBcWFhS9Cd26eqWoZUwLAIwHqsRqEfOLuQC6Ur1FFq3Svphe+viIwireSdZQKW1P3ZXXMFsndg8Roh14lvB5pQ+QyvyVRGTtrleTkePGwyhuMTVQX50SZOIyu1owPAZoe3xcmYtH71HG64OKvHx7Lg1v7SU3v/CSYFjvcKdyuPwp1XF2YktnizvGvicKHqm7qfh5sOGWP36YqxDwqn6qtexvAagg9xWH71PnXr+FX0RESpxXS0J02XqraEIPKL1pF52kVm/gERISEhbQURRauUTL+U4RgJbscENWVjZufiFR4e0qguyMsjK2t94CxI6UI2piWzZxCoqKKMnwyfOIMwh5vRoABuvvHNLnW7eJT1hYTJRHW050Cb1JUM5bYLAw1ktp7XpOfgEhYUFdVWHGVaomAcnUX+0bACq5O+mI8Jr566yiKt7lcrCzoTjjRcrLV88uH9OWXM+/NySvnQLK29TTOsIKSl43MrMfX/fWY1krZHDicc3YWShQeqruuMkJqOoG3MvLuu9vp860Wtb2UkbLSNMxTYAK4O1beHnh11/x++84fRo947cbfFgzQP0q+uQR6oODfKLqruGJ2dmZmXmlre8GeSVRu1TFFPZHvsnJepOZW9nxwTiLVKDuuEggoTPdW5JeQMc96JSZCK9eeCmAklOynw3USMPNXOpe742d1PHcXGAevZpnNo0JnwLU9pzTumt//J2eg1eQn4+PX5B70/I5P/0mffZVK9B611JqHdeh1+/fFEYFqtypcqDnuZc8PbPJmdDD2qKixqHlRAwUhe2gZ9I/n0cEUPvAVnrRj78z8PAJ8vPz8QtyMc6f/esynVu1JKA22m4CUMNzhgCQW+MPSjNwKzmesFVmFDkQP2GXL6XtqbvKWuY991tBrovbu2mxzL4T5w9sF5BwiG8BhtL2c697D1AH624asNJvP/Fy+Fj1DSspBuH9OV01oXrsfJrHXvcNJ4y0WksveyKDOiii1MR7yqz8VcQitGSKfXyjNZB5ln/5rxIej9umKMxvAqgAiB1NZVlvMl5nFRZm3fdS3aDqk944BADEnrr87Nev32TlFedfseYRNz6TQrWwIreVF2W9fv06u7Dm2XljFcXtZzKpM8D9TdUFbzIyMnPLCp6e2yvNvvNa3RAAUHrfVmS/yXj9Jr8gP/nUjg1y++OptlKU/sbC3DevX2fmFlfeOyglvWP/HdpW0ukO1KG3z44pMC9aZx6WMYX7g/5Ya87ZdFy+6a09xeelV8+XdH9IrejkugQb2ZUrldzS2kanHyTEOmxeTr/9/GvqvFl/6XV1zj82GAWUvyuD6QNUqoqKoKuL774DD88Yp7Ufo28CqHfv4vnzTz6ruRkXLkyXQO7j9DlrqLK7wt5M2LxTcnOnhrJRWOH441OKnH9Bf/3qHaElPcBg9pU9MkvnrlytKGt7pw0ACk7JsvK/A6qfHj2bScwkjScVqFITgMqt4Z06NuVgS03x64rhGURKxgHRxVs0juUMN/0fD9TGZz4ibMw7zr2qqSwvLy+vqKisTjkpvGqBgNezXkpnvI3UOu7DWeNPonQ3FGRlZFW3D1IA9BQEbOVjkfMrBEAuCzTk4KVf9fvanUfvlVGA9tyQHfTM+ucLAUrZdUtWdoF9N4qqK8vLyysqKiqzbtsyLVysdakSaI5xVFwhMBqooubhtI0YfWW3zHjp/8O4jmO18KGENgDEjqqCjJcl9Z0kUIGqysC8524dEeh8cExLbMnCJas1DU68GADQm7yfe53EMFCjHRVXCTmP8UA6mHNMeNlmZb88aq+p+Ykt3wYOg8h2DD1zldrAqDpcC5pu7xFcvsXxYUMfQK5/dnob+0KhvedyR49NSQMt5a/fZBa3DAKUzoqS4sLm4V+yIlh55e+q3oljWsVR+laA+k6kyvv2iuyGAc9bx/U2KYSw3cKye09mjW8iSC/9DeVVdC8XjO+etqae05fid4whjB/nv03xVGfXOhpTN34FseW2k4ys0f7EWlr3ZFoDldKbek6bl3m5cfCbUUMzUkdDbVXRiN1YtCXnrOXKV0u62547rJz1246Id5v2Ky5sZ2AWd0rpxODb0pyM15VtQ0BvTojW7FmM9o/e9ctfuwotZt9+qujdwtR0AypVT59CSAg//gh1deTmfuxZ0xaoQ0MoLaUZ0mhpwcVl5CsSCQoKH3Z2kZsLevox/hyoGhxEWRm+bryHTwVqU4zteh7NE08n1LnCCB0pQY0TH+/6mZRzSn3xHMWAwg4Ag2UxOxfT0f3E7/SIirRcb/7lG+R8cnoBtL32VftpNqvBsQvh4WEhgecv30+r7KQujww13LGiX8zt8LByBKgl1/WYFq2VsLhw6WJ4aEhgUOiluKzWgZ68OF9lXetjQSHh4UHu5spca6WP3CkcfpUGc4L0F/0h5vPmQ87A+sqCdZf/Y41SZOPoo5UnJVd+z2T9vLYxwYFv9m+i9v6h4eFhocGBFy7ff1PVDeC5G8/i7xdZxJQPAOjO8ZVbT89/JAcAUHzJbB0dHZ2g+/NGMoCWLH/F2Qs1zpWiK8NDctZvwtYvRjeOnanWzHMWiJ6qHaiPsRObs2VXfBsA9Ca58f2xxTAoc/iJBgjRjkvp6Oh+4z78rB9A9a09zP+iEzn4oAUA3j5yEvt9sUFUVS+A9pRzCnPo6JZqXcjsB0DpeWqzfimH0dVKEoDK2w4iPy7mtzwbFh4WGhR44XpiTssgseiqpdiapYp2vsEhFw7tEtssYBiW0QOgM/OyMdt8TnXz0yHhgR7avGyitpeL+oDe8rtma+no5m3YffrWjSvhIcFBwSFR6VU9lIHqMK0FsxYL+5cMglwX6eegYrr/fEhYWFjAHiU+bi6zqMKpePotAJWCtrKXsZfOB4aEBgf66isISpuczesgARhoI7y4FRIUFBIWesHJVIFP2jwquw0AZbCj4PH1i8GBoWFBPm6mAnxyh27kkgCAVJ/16Gbo+eCQ0Aun3VREBHYcvE11S9BVnZ1w9UJgcGhoyNndWqIiWz3SGgYAELvr0u+GhwSHhIUFHrTQ5BHWCUkeMYGfxkAl1US7bv6Z7qctOscvR169FBIUGBxx/UlF/0DVw8sO4oZugSFhYeFhx4yFeDaLHYxrGAKlI9VLnY+BeZtXQHB4xEV/e12xjTz2V3MGgCxf8YX//EX/UuEQ0Ft7bx8v23oO41MhoeEXw333KAtskjpyv3yktzI9gQqAQsHFi2BkxC+/wNr6o3L4VYA6MDDe5HRwEOPc1hYWgosL+fkgEmFsjGPHRtKQSDh/fqTTMDDZFpz+fhQUgJ2d5nFpaGgkWU4O+PhQUAASCQCIxMmv8LfqU4HamXXD1eNcQvEE8NSnBp444p/w8U6fyTWP/K3NTyXW9wFAf22cj5GR86l0Wie9Ns7L1vXkg5pBAH21T8/t0FCWk1NQVlaSkxLb7nIhhdYZJXVkXrOz8ojMH+VSpynzkoeenJycorKyspKCjKyipuOV4i5gqP55iJW8vKyCnKSYpm1QUu2o35lY8yzE0vJYfOWH5iI7i6666Fp5xI2NSU8puuVmbngkidBSEOepo6YgJ6+krKysJCclsd3lcmoDgJKoA7t27Ap/3TQEYKA2wc/VziuOZjZX/tB771ani6nUxZzu6sTT5pbnnrUSm1MvWOi4BaWNKWti58vAfXvMA4u7W7OifMzdLlH32g4U3/Hc5xbyrGqke9Zfe9tdXc/aK6kOAFpfhdlpa3lEUQ2Duguiju+1Csl4OwgAbXlXDuuaHLlM9XdEGSy67mrtHvqylQygLTf2uJqqgoK8krKSoqy0hKF3ZGEHgKG861Y7VMSlJSUU9SxCMkbA1pp2zkFPVFxKTk5JzTUyvw8AyM3ZUa4Kqqqq6upq6qrKSgpysnLyu0JTG0mUzuQzJga7Dj+s6wcw1Pgq3F1XXFpOXk5a1sQv8b3L8N8AUIHKpCA7TTEpWXkZOXk1rzulHbR62k14fma3vKysnIKspKj5ifultDef3Fsb62WoLiclLyslun2P98N3tXQo+8bhnUpiMrJykkoaxoEpncO/dGP6TTcdSSlZeXlZKfn9EZnD/pD6G7PCbNTk5OQUZCTFdrpdejNm9mUaA7XnzWVvY2kVFXVNNVU1FWUFWSm5rYZeic0k9BPunTSRkpVVVFSUlRB3DH3yzikUsTX9rLa6vLSsooq8uLDB4aB0atUpj/PctcPg/PNa6nN2FD7wUFGQkZVXVJYTF93tHztmk+/0BSpVLS04eBC//oqFC3Hu3JQOEKj6wkDt74e7O3R1oaSEoCCQyTh7FqamsLKClBQePqQlI5NhZYX586Gqilu3YGMDFRXY2UFKCq9fA8ChQ3j1Cu3t2LkTOjoICxuBYkcHdu6Evj60tMDKispKvHgBY2Po6MDZGW1t2L0bCxZATQ2PHiE7G0ZG0NODjc0HCuqv1Yxz/Bl9o/omgDptNY2B+vU0zYFKVUEBtm/Hd9+Bl/d97tq/MFD9/CAlhZ4eFBZiyxY8e4aDB8HKis5OhIRAXHzEUVFREfj4aCPUPXsgLo6uLpw9C0VFAJCRQWwszp6FrCx6epCRMeLp4vBhKCigvx9nzmDVKpSWIj4e5eWorwc7OxITQSBASAiFhSCRkJCAggLU1GDTJjx9+uXK4W8Fan9r9mV7S1MDI9Nd72RmutPIyOj4vezGaYzowYonVw/rGxiZmY1kfLeJod5ux8Mx5TMhmaeHZoD6ZzQD1En0TQCVqidPwMODH3/E9u3Iz58kwZcEKoUCFRVcukT7V1sbp0/D05MWy+XFC7CxjThWrKiAoCAt5oyREU6eBIC4OPDw4O1baGjg3j0UFUFaGioqqBxxBg4tLVqgm6oqcHCgshLp6VBXh6EhVq/GkydoaICoKAgEAMjKgpoa9PWxePH0AmptZuaL9HTKJ8UBGdZQR9HdY14HnF0OuL3TwQP7XVycQ54Wvc/v+dcWseblPX9HJ5eDB0cy7nbA2fGQT8DjatKHz5/RF1B1dXXH3xoA679ag4ODFRUVQx90svo/pW8IqABIJAQHg4EBs2bB2RlNY32Gf2Ggqqri+HHav2pqiIiAhwctlktiItjYaJwDUFYGXl5aIRsZwdMTAGJiwM2NxkZoaODmTVrKQ4doU7tU6ejAwwMAiorAyYlnzyAkRItRKi2N+HjU1kJICK2tIBLBzo7btwFASAiPHv3tJfBO7wEq5cqVdyNUEolE/nS9H5mfccEvpfdHO/vauZsRmUwmk6uqqtra2iiUmd/jc9Tf319RUTEwMPC1MzJthG8NqFQ1N8PZGf/5DxYvRlDQyIrjF57yjY0FJyfu3YOfH+TlabHbjI0BICEBq1ejvJyWsqUF/Pw4dw41NdDRoe3yjYwEExMaGiAtjWvXEB2NoCBER0NIaASooaHg4sKDBzAxwdKlePkSMjIIDcXp05g7F/fvo6MDfHy4cAHV1ZCVhZcXgoLwww94/PjLlcNUQCUCbf7+oKPLfvQo4dmzqqqqqqqqyhnNaHqoqqqqqKiorKxsplp+nioqKgoLCwkEwtfOyLQQgUCo6u4mXb/+7QGVquxsaGqCjg5CQkhIAIDNm6Gl9UXzEBcHZ2c4OaG0FAAePKCFUCUQEBg4Jpp6YiJcXPDqFR4/ptmhFhcjOBg9Pbh5E2VlaGuDuztcXGg7ld4pKAguLrh5E5GR6OlBfj5cXODpieBg2hxybCxcXJCdjdJSuLjAywvnz4+ZN/67NRVQycBAWBj+7//KUlOfpqV1dXV1d3d3zWhG00Pd3d0VFRUNDQ09PT1fOy/fnrq7u9va2kpLS9vb22fea6q6BwcpN258q0Cl6sEDcHLip59gYIAVK6Cn97Uz9L+n962hXruGf/yjLisrOSPjS2drRjP6kGpqambWUD9bQ0NDBAKB+HWt4KebvsUp33EaGsLp0xAWxg8/0GZcZ/QlNWM2M6NvVDO7fP+MZnb5TqL/AqBSNTAAZmZs2/a18/G/pxmgzugb1QxQ/4xmgDqJ/muACoCVdZq6Hvzv1gxQZ/SNagaof0YzQJ1E/01Anba+fP+79YlA/RK2o+NMXiexgP0iFqyfYnn7ZzL0EedOloQy5uMHMvv+rylTfJ5wl79Wk1zwk6yd/4eAShn1d5Jvp/ziPce+WaCOeaipK8zH1qQx6WaAOqM/qU8doQ7WpkeHeB90cXKyt7M7cDz8zXBosM7KtDv+nm6uzo4O9vYu3ndzPhi3paPwYai/3+mge8Vd46zLhyoT7wT4nAhPLOwYAtDflJUQcvlB0UhIOHJ18k2/Aza2js6uh7x8fY97ue13sbe1OeR3NbMdfbUpMf5eh/e7ODo7Ozva2TsfuvCwsosMAIN1SUFujva2NrYeV5NKhwDC4/DjLja2Ds77Dx/x9T1++KCrs72tjde52zkfjg3UXZFy7eSRiMcFHe9eSnJ/TXrUGV+P/U5Ozs7OTg52toeDH+a1jD9zqKMo6aKvz6lr8Znjb0NuSg71P3UmJKGwffScwNuc2JATR2+9rBnxk0/pLEuOCY16UU1tEnsqEiIDfXzvFDWNJGkrT4kOvZFaOT7yCCiDjZkx/idPno94UjXefXRP4b1rZ339rr2s6qUA6KpIuRsW+WxCMgwRHp71crKztrH3PBdTPMrpblfBnaDDdjY2dk6HTyeNbFjvKk8Lc7GztXdw3H/4Rlr1VA05qT792jFHWxs7e6fTT4rf5/3jWwEqpTHlup+TnY29vaPbiaiskZDpQw3JV90c7Rzs7RzdAuJKRr0wlU/PHHa2t7e1d/QIflQ8Etmpr+RugKe9rY29ncvR0MRRxgAmXGUdAAAgAElEQVQdeXfPOdvbONjbu3pHpLSO+B7pyIr2dLW3t7dzcD0Rmdk8sgVpmgOV8PjGcTtrWwf7A0fPPKsal8nenITQ48GxeU2jjg/W3D/u7mRra+/oevbWs4YpJtSG3hZFurvY29k6OB8MfpA5PmbWDFBn9Cf1yfFQ7ztzMK3mVjK0d9xnpC2xnl3/NDVmS1nUbonVK3lULexs9pkrb9ksu9srvq7/ff3E4tBty/5JR/ePtfYPG8aka0tyFJpPR0e3xCiktAfA21fHNeauUg8rexfKiUxIvOhptWuvhYWJLOu/f5y/WdHQwmLvLjuPsMxOVN4x3TJ/IYuMiYON5Z7dZmbmdr6xld1kYntF5GFdUW4hPQtLK9NtGkZetzIbyhMD3Sx2Wew11xVh+OGnxbyaZvv2mps5+1x7PYGC40Ruuum8cwkd3R+6jvHVwweJjTHWPLPmbJQ322tpabF3l5mp/am7mU3jz+0uvbhzGR0d3S+8ZjFjXl5Ka+oRzn/Q0X23aGtw0UibMFh6Rkd+9j/o6K3P5Y9Eryq/vk/0N/Y9D9oBgJwbqMBER0c3S9QroW24PS28acM/j8U2dkI8VHJn6lGxH+no6GbznXgzBpXk6iiDjT/R0dGxON1vJAKojLIR+4PNNG4s+fuKY51VODkVdPfaWmirCLNKON7ObweAjsIIGwUeEVl9SxtzY1km9q2Hb5cMAn01SeetlbTUzS1t7LYLr2VkF/CML+2eUDu6K54fNZASEVXdZW21W1tzm01Yek33+ETD+iaA2luV7LeDX0RCycTe1txYdt1KsT1nEltJQG/VvUPbpbh5tlnZ2Nrs4F3HJW0UmPeWCPQV3vLYzrVR1mi3jYOpiiDXJkHbO/ktAN7mRjtLbhFW1d7jaGmsKcy0Rv3I7bwBgNScGWImKSIkbWhru2+X0qaVArrusXUDwFDzs9O75DnYVM2tbG31xFnZBbR80qpp5TmdgVqTdtZ5h/IOfVurfWZS62ezKlvcLuqmVuq++pzbB5RZ59HRLVLxf0nrg1D6mtOvGOoqGeyycDLRFGJevXp3UPbEmjHQkhN5WF1L2dTC2tFAjn0d80bLK6+bR29zngHqjP6kPj0eqiu3zO5wamDuoewjfMt+Y7d60QtURhqrKxtfLAMADDyxFvlttqDvy5apiUouDjfd+Mdapo2rOfUjSvpGEtZct5QTp18xb4mgcXARLR6q7jIWnYh3AcZHXbT/hScro9yx9FHd+9KbBqxcap7J4+7XmHJGfuESzfOlAIDezOfPn2eMRLOqibZhYNYILR9J//7pR3LJZV0VBU1DHSnlHc6RBNpRUn20pSQjp3vm+04FeopCdgounr9qDYfIzjPZI03aYEu8Cy/DFobVvzObhhW9G4/3p3nKSG/daarJK78rOH04nBmJcMtOfrmADTUean+yjxwT0+q1f/zEoh6cQSuN4tvOkit4XOInjLbJ7Sk+mit/W8vAukHC+l7zyJNS8s9p8wutop+7XNYpto4aYNxRYTnPvtEBxkGsvq7Pwchv9ZDa8lTdNWRcy7ErdgDkogvGbGtEDj2k9iGqL2puns/hltFJGqxNfRB1vZj6SHU39Bj/sVztdN54VhIzzuhsXMx35BW1stU/jn2RXznlTMc3AdT8ED36pRyHHlD7QS3RBpxzlhgntGKo4KLC6rkSHunUZOVBO5f/i8v1YRNIFcekFy2T96cOPym5QYrzV4nZJpCAJFfeeWvUb1HfMHKOF//ahVwexUDzXfvNS9fsuUEt88GndhK/zVG7UkFC7QOjTfM3731ALfX2ew4sP7MaXsikFu50BmrVixv3ntCigzfE7WGZ+4OMT0YHgEHCFQvh1Ws2SsnyLOLSOjsMVHJPU97jkFfUSLrkkvNaSxey6EdVj79sf1Ne4vUwWtCdzmcHRP/9u4DV/dFxo2aAOqM/qc8JMC5ldC61GQDQle6rtoRJK6IOqI42VVfQOUdzbNH97BDbSg6L2+VTx6Mj5QWZcjLvcDq8g2ODlH/W8OxLX773dhEp630WssLS2v55VKCe0lvOqnu5YmIwL1LT/f0b10odSqoZgUJZpNEWLlWPp+PmkWsSvQVnrVYPKpksM0MFEXvXMKqczZkQOH2KzOeH7ZYT3x5dUXRORUTE8EIZdVaVVH/HUpKR82Da+637evL9taWFZPZamwnyyB9IHw4u1J13WUuIR8fLYTsjh8mF3OGi63/qJi+z3fkF4c0Bfh4V9/gG6sVJhFv2CisE3wUYPybDpGh+6oyV2kZ27YD8HgAovu0itZLXdSJQKW+TPLexbTZyclXewr715jv3xO0vHBR4FQ44mPFyK1tFVVOB6qS4gtdyNFCHWmJ3bVyq4v6Mdl0i4fJutsW8e9PaWq6ZsHPLuaXQSnGQEGG4dBn3oef1GKNsb3lGemnPjPH56kv21lz5u7j3y49q5b8JoJZeNd3AJuD+mEqHlkgLrpXSh990gVh0bSvvMtkTL6nJisMMGDernM/owRDh9Hb6NboBhEEAGMgIUOZi23Y2hwJKylHJZXza0WUUAOjO8lRbv94gohl4G7+fl22TxS0qGfqfHBRbLmD1pJ6Musd7xZdzOSdQ62ZzjA37FkmXmGrqmzJ9gTq2IztQGaG2ZrHo/ietZGCgMePe9TsvyzMuW24WUDyZMqkVcm+8u/i69epXSt9/m+rL5tzL2U0jRyebAeqM/qQ+B6gypsHp1Ias9b6d0AJm7ahmoCraVEPJIDiPmqw20pxhMZtdXNXUvrdJ+RcMN28wOp8QYiLOJOvzknqDrufeYhISzvfuh27jFth6Nv8DQCU2xrluWCvpllg9MkFaFmXExi5rd6u2taW5qam5ua1nkASAWP/Kb+v6X+at32YX+Ka5hzjmvR3Mv7RnDaPymewPrvxSb1sUaKIsonG+Acj3U1zPphqe2wMApPo71pJrN9ver2xuaWluamxu7+4nTdwf0ZPvv1WQd5tfVOReHi7poy+o/CG+PCHDuNXp9uNgs/Ws+udyaU1dT6qjlKSmc3w3kGjHxSBq/bByEJgI1KPiayXs7pbVPLJZvYTBMroSQPmdqYDaluSuxsJleyneV4N3kzZtXgGN0Rac0pp+ibFHxTeJ742qmQKovZkBEuu3mITnDv8erQlHpDZwasVl5BxR4+YzCymlPTG5OcmNd/WqfZFjo+Q2xBlwLGAyCiwfv7ZL6Xx10Yhn8awlwo6BD6s6Bt6/seSbACqp9/XZnVJsa6SP3LnmZ7KNfYmcdxphCACxMSnQlH8xh/mpwPCAA+IL2HXPPm4mAxiseumrtpJV3mB/+N0g3WWbRXV90/spAAYa4pykebgFtM8mXD8oI8bObhxR2QGA0l9w2VmVfYnI/qtXAvabcf8h7BSX3w+A3P76pp3Iwk167n6XLh6Tn8uq7h71LlbS9AXqWL1NPLhp2cJtgbk9o2pD3nmDdbyKJ1NHva0UYm97S0trEyElXI9vk+bBmJb32yX0ZBxSXLZMbv/z0S/HDFBn9Cf1yWuo8Qf4JHZ4x+S1vq0riT8qtGYNu2VkMxmoiDJVk9Y4+qiutaWh6I6F2Lr5Ys7Jde8JmE7Ov6DPzGB0s7zswTG11XyWie0A2m7ZiXIpO6Z21VxSZeX7PKBW3N0nvPjnhYy84iICPDz8wkbBqdVDAEDuq087tU9i4fe/LmXmM/G+M4r2nwbUthenVQVFTG/UA0BFuCI7t3FY1gAAUvODA6Jzf13ExCMgIszHsUnC4kRc1cTze/IDtvJuUgupbH9mJ8MtYhvVCqA9yVJ4jcaZp7UlUSZrmfTO5VGbuprbjjy8ykdT+wCQX3rxsojvf1BBwWRAXS1icaUUxMZzO1at3GSb3I+GeDfplTyTAvXpIWWGTY5JtQXhVhIMCl7ZQwAI/jrsgibnCnsKjwusE9t7ayqg9qSc4GIUNI8sGm6MO576qQlwaz9IfeksJ8BjeX14so3c8vKYAgOj/S3CqMawI/GAwsJ5PK73SiYZxlN6mwoid0syzfn3fEYORc+ovJ6JaYb1TQAVwGBNrDXXmkVzZv/8f3S85ndqRmpqSaiZ+Kqf5sz+mW6ZgO2DkT1Gva8Czbl/mvvbnO9/mcfj9XAkPHLL6/NaqxYt+O0/P33/i+aJ3JEOSffzQ+IsS36e+58fv2PRCioYmWepi3ZQZv557pyf6X5n3H6taCRX3wZQh7KOi61bwLIztnJMjOis84ZMY4FKbC8I3SMtLMjBvISJXdwpgTp2nbJHNpR7wWTdL4yGwa/GVLAZoM7oT+pTgdr22ENkwx/LN3KKivJzcXNpej0o7SADQEWsrfzq31ZuFBATFuBYL2jql1A2kX+jRc6/oM+8Svd6XX976kmZxSxW99tITbd2yYns8M0moeqsHMtnArUs2pRzI5+B7+OMjLQXL16kZFW3jVqhJXdX58Qf1978ww/Mu0LSh1+nTwJqV+IxBSZGAff4woKCgsLc6L3sq9i0zuf3AZSmWDsJeiZd/yfJL1+mPE9KzStvmiRafE9+wFZeFvmAevQnOsluYtsZ3UJ6G2/Jzm9wOa+7v+KKDv06fRpQG65ZcK3ZohKUXFxYkF/4OnTr6pWilndbAGA8UCVWi5iH5wLoSvUWWbRK+2J66eMj8qv4JllDpbQ9dVdew2yd1D1EiLbnXcJ/JL2fWOavLCpje62ajJyDPIziFlMCtTf9lAATl9nVguEGve3xcWVOHr2HGa8PKvLw7rlEoB0nNSd7Saxd73C7crj8KdX37cWWzRZ3uFsz9aw4qbu55Fmw4eY/fpyrEJBeP1Wr+C0AldKXfcNKa5OiXWDii6wnZ7R5eTbzOURV9lEo7bmhVgKCO/ZdfZT3JsrDQJqRXsPzMWEA5M5X/gYiCvKHr2ZmP4k8ZsC6RkjvyMNqMtD82Ge7Ipuh972XyWm33KSYOIU1/V70kEEsf3BIj03K/Hj885wXwbtlBTZs2h1a1EFGf1X0AVkBdYPzcQVZ905bq6xbJe9wNfPt9F9DpYnc9dRbZM38dVaRFeNyORGolKGu6ty05LRXKXE3Du5gZ1GxuJ7VN1XN6XgduH3dz5u2BuSOmyOZAeqM/qQ+eYT64CC/qPr+8MSs7DeZeSWt7wZ5JVG7VMUV9ke+ycl88yansv2DcRapQN1xkUBCV4a3xCoBbfdAPzMRXv3wUgAlp2QnALX8I4EaabiZS83rxftu3v58j+Dvq9Q8s2lv1KcAtSPntC7DT7/Tc/IKCfALCAjxbl4x59+/SZ151QK03rWSWsd16PVYY7nxV6ACVe5UOdDz3EthFZPJmVB3bVFR49ByIvqLwnbQM+mfzyMCqH1gK73wx/kMPPxCAgL8AkJcTL/P/nWJTlQtCaiJtpsI1JwhAOTW+IPSDNxKDj62ygzCB+Mn7PKltD11V1nLvPd+K8h19yw2LZHZd+Lcge0CEg4PWoGhtP3c694D1KG6SAPWVdtOvKIdo1TfsJJiEN6f010TqsfOp3HsNa0TMVgbacVAL+ObQdvnXH3fQ2blLNF9oSXv72sBAPoz/flX/Crh8ahtinbxGwAqsSRoJ9tith0RRdQH7ngdor+QfqN7fFXORVPG5eutb9EG820vTwowz5P1eFzz5qoy8wLR/fepRUZpeOKouGqF8pG8ygJPuVX0si4vqKux/bXXXYVnM0tdyax7eFB82TrpMxnUQVlfSbQVA/0Ki6vFZbEHOVbR64XmUKeJeosj1NgXbTILptJpugN16O3TowrMi9ftCUufuFI6EaijVRFtyUI3R9k9adIN4m9fBRpsmrtZ4wjVumjGDnVGf6U+Zw1VdlfYmwl1teTmTg1lo9DCj74zOf+CPvPqHaElPcBA9pU9MkvnrFitKGt7pw0ACsYA1U9vJZtJzCSN51RA5dY4kjo25WBLTcnriuERKSXjgOjiLRrHcoab/o8GKqXpmY8wG/P28+m1VQQCgUAgVFWnnhRZNV/Q62kvpTPeRmod9+EJu3wp3Q2F2a+zajoGKQB6CgK28rLI+RUCIJcFGnLw0a+at2bn0XtlFKA9N2QHPbP++UKAUnbdkpVdYN/NwpoqQgWBUFlZnXPHjumPxVqXKoHmGEfFFQLjgUptIPvKbpnxrPyZcR3HauFDCW0AiB3VBa9fljZ0EkEFqioD8567dUNA54NjW8WW/LFklabBiecDAHr/n733DIgiWdu/OWf/z9lzzj67uuvuqmvOiFlyliA5Z1QQBBREcgYFQQUxgKIikhETSpAkwQCCCEiUIJlhyDlnZuZ6P8wgUV11gz7vXJ9muqurq6ur61fxvjOmAzXKTnbdHoes6U8zWnxeYOVuBa9S6s3an1nxbmU7FN6DsbQTYtsYFYPfUMO1PTTmW8Vs+7hlGCA3pV9RZ13Kb+RTMr1vShrtrM0vKKzsHAMofbVVlRXtk2+yNlB+7S+K7s/excyvAKiD2SfElv7A65A92RMayrDnWMp0+lHVs3Pi3y3mvFwyGXIgVnfLz/Inkyqfndvy608qgW8nCuqDtJm2irq8Lnt+aMcPaw7ebJ08URKgxLhy7+3cymCdDd9tP5QwufqbXOYh8ttK09Di3ECtn39lOp72tmmbac+3jF3Lp/LLByp5KMtHg4tptU5A/rxNL8Itw20Cyn60YobRgXbC69a3NUD1A1PGn9fqBL4hASPtVcV5BcTuUerZgfKHxgK/Mqs6pc1bcOhApesz9bFAbYux2sql6vF8Tpkru6Upyq/ikTX7+DtFKvJSWvaT7PWyXgCj1dF6yxkY/sNj/4SKtGJ33lVbpS4WDQHozvNU/vfCXdrnb4QEBwf4+txOyCT0UZuW4y3RFmuWcdg8rps2MxV2kOm3jXtNfENvhgQG+vkHhj4q6BobKIn3VDhocd4vICTE79QxeY6N4mepO2gBYKzI/9BvS4Qu5n3Ie8lwdcDBVf9vo9yDGRlQd0l09bdMFulNrUl23At/ErK+FhgSEhwU4HvjdkJe3QCAdGeu5f9aZhJTMwpgoNhTausa3rNFAICKm/pMDAwM/C7prWQAHQXesguXqvhUoT/3jOiCRXss0qePGvdmmm/9cYmQV+Noc4y10EJmg8RuABhKdeZZwqzjXzD5RKOEKNsV/2BgWMR5Jm0EQH2k8dZ/MQg6J3UAQNcTe+Fflh0KJw4B6Mn0kfmRgWGF2o2CYQCUweeWW1aw6d6rIwGoi7IR/HYZr+nV4JCgoAC/G/dSijrHSOV3zYQ2rJS18vQP8HU5unc3v05Q7gCA3vxbh1kXc6gYXgkI8TujwcMiZHn7zTAwVBN3dCMDw89bDa9E3b8dEuDvHxAQkUMcpIzUB6stXrhMwLtyFOSm8Mt2ivqOPoFBwUHeRnI8nBwGEWXdeIe+AqBiIP+OLftiFsUjboG3bgb6XjUS2iagdDZ3eKKv/JbG1u1souY3QoKDQ4JPawpz7VYLKe4ljRReVOPbyKh65pp/yK0Qb/tDIts5LEKLx9GffOYA0y+8Bo5Xgm/f9Lt65gALk4zR3QZM1CW5Ca/eIap5yj/0ZlCAn40kM/de62cdYyNNj4x5WLdz6l8JDAq5GexhIM3LInnhCYEK2C8YqKSGqBPM3zH8h1njwu3wOzcD/X39Q8OeVg2QMdFTlh4eEOTvvI91wZJNKvbXQ4KT33SMDjW98pQ4ZHX+mn9IaMh1Z21Jps37z6Y0AECux96l//ODduibUYDUkesq8D3D/1us4nLv/t2bQYH+fr73UounGUuhA/WtKBQMDoJaPJ4+RXT0R1z76BEePfr0W//tmpjAjRsoLf2Uaz8WqP2F9x3dbiRXzgFPS6a/57nrybWzj79T5IYn1y2Mr6Q2DwHASNMjTz2941cmt1I0JrhbO3olNYwBGG56fkNDVUFaWk5RQUFWYq+Go99L2u4xUm9BmI3FmYjSaSZ12gpuuR6SlpaRV1RUlJeVlJZTt79b0QfKePOLIEtZGWlZGXERNeuA1KZpywAnGtKDzM0vJBHnmfGcob7yeye0LF0TZm0EqYh0MdZzT6nrKEt0O6giKy0rr6ioIC8jIaZx4nZmC4DKKCdDDcObeW3jAEYbk72cbNwfNVKfofbJOZN9DrdeUjftDtSnXDEy903vnGjP9DM76BKQPaPXPNGX7WdmbORfMdBVFOFh7HKLutZ2rCLGzexUUBpxqvs30hR9RvmQpdvzJgDofBViq6nmGkndGDT4JvKCqWVQXtcYAPSU3j2jZeB+p3IQAChjlfcdLU8HZ3eSAXQXx11QUZKTlZVXlJeXkRDTPRde3gtgvOS+hYaiqIS4mLyWaVDuVHnoyrphf0hYREJaRkHZMaJ0GADI7a8jHGWVlJRUVFVUlBTlZaWlZWQNgzNbyZS+F1f1dQ1PP2kaBTDe+irktLaohLSsjISUgVfqe6fhvwagAhjKDXDVFRaVVpKXkZBT0byWTbPvQ2nJeuAgJSEpJy8nJy0haXcnjbZcaaI7z0dbTVZCSk5RRkRI+5RvNm04iNKadMpMfa+YrLKchIiinmVYNa31NF7+8KqhsIiUoryMtLS8svvTSatLPW+STstLS0nLystLiwob+ybVvi0eXzBQBwvunD8irqCoqqaipKyoICctLr1P9+yzVhLG6hOvHJWUkpZTVFJTUVaQlpKTPRlT1gPKaGX0aXUlaSlZBRlRYd3jl19NNsNqHrkZauj4vmgmA0P1KRf2qSrLq6qoqCgrysvLSUuKa1+MmtaIpgOVquJiKCtDWxuamsjMhJ0dNDQ+4vLDh3HkyPynnj3Dli0fh+e/XmNjYGLCvXufci3dOD5dX6m+EqB+ofqCgfr3iQ5UAEQiODhw9y7Gx1FaiuRknDgBExOMjGB82soYMhmDM9fgDw3RerTm5rCwoB0cn7mYxsICmzfj4MGpI9Su8FuNjmLovSssRkZodxkZmR1ycBAk0uzwswz0DA5ilg/gWU8xPIz+fvDyIirqfcl4l/5UoI50vr5lY6avo6d/9K0M9A/r6upejJs25/Hlaawm5c7pQ4d0DQymEm54REfL0O50dM0Hl1vR9ZeIDtTPER2o84gOVACenlBQmHHk9GkICsLICCIiiIkBgPx8HDgAXV0YGaG1FWQyPDywbx8OHMCLF3BwwPHj6OmBggIiI6fiaWiAtDSioiAoiIYGAKiogJYWtLVhaYm+PsTGQlERamq4cwdPnsDEBAC6uqCkhPp63L0LdXWoqeHhQzx9Cj09aGrCygrDwxgchIUFtLVx9Ch8fKCtjb4+ALCzw/XrtLs3NsLREbq6UFBAZiZGR6GvD3NzHDyIgwfR3w8yGa6uUFCAhgY2bUJc3Kfk3geB2lhQ8CInh/JRfkAmNdZbHnvRzcnhhJOL81uddDpx4nhg6nvtnv/dmmjIjr9u73BiKtXOLi5Ox+1OeVx/9p79HnT9laqvr+/t/dCcN13v0NjYWG1t7fg4vXk4TXSgAtDWhoPDjCMuLmBhQXs77t6FiAg6O6GoiKtX0dMDXV2YmCA6Gnx86O5GWRnS0mBvD2NjHDmCkydn9FDDwnDoEACoqeHqVQCQksLZsxgfx6NHSEkBKytevUJHBxITERoKcXEAaG0FIyOqq+Hqis2b0dAAMhnx8aitRXMz2Njw7BlcXbF/P8bHkZWFhASwsCA/H/394OHBs2e0u5eVISkJPT1wcYGaGnp7wciIM2cwMgIpKYSEICMDXFwgEpGTgxUr/nigUu7cedtDJZFI5I/X+5H5CRH+VXq/t7O/O3V0kclkMrm+vr67u5tCob+PT9HIyEhtbe3o6OjfnZAvRqADFQCgqwszsxlHTpygHSkoACcnsrOxfTv27YOODpSU4O6OEydgazsV3tERv/46u5sLQFkZBw4gMRGyshAVxegoODhQMLklIiEBgoJTI7S3b0NeHgDa27F7N6qrcf78VMJSU6GkBD09bNqEhARoaOD27akb2djAzQ3x8VBQmIpwYAC2ttDRgaAgNDXR2QkhIeTlAYCpKWxt4ecHbW1aYH7+GX3r3693AXUC6Pb2BgPD6ydPkp8/JxKJRCKxji66vhiVl5dXVVXRi+Wnqba2tqysjEAg/N0J+SJEIBCIAwOksDA6UOHjgz17pv5OTODECRgYAMCrV+DgwMuXYGenoYgqOzvo6dF+k0iwscG+fZCRwaVLU2FqarBtGywt4eQER0ds3YrsbPDxIS2NFiApCezstElQMhmhoZCRAYCuLmzfTgMqdRC4pQXMzHjyBAAkJBAXh4MH4eU1lYDHjyEqCg0NXLw4lQAHB6iqAkBICA4cQEcHBATw4gUAHDsGOzvcvEkLAICN7Q+eQyUDo8HB+Oc/qzMzU7Oy+vv7BwYG+umi64tRbW1tS0vL4ODg352Qr08DAwNdXV1VVVU9PT3075qmsTHK/ft0oGJgAPv34/BhxMfj+nU8eABLS2hqAsDLl1i/HlVVsLODmhoSEuDhgbQ0vHgBDg7cuYNLlxAWBmNjWFmhtBSMjEhOpkV74gRERKbuIiyM06dx/DjU1BAfD3t7ZGdDTAynT+PmTVy8iMJCsLLi+nU4OuLf/waBAGdn2ogxlYV+fvDwwKJFSEzEvXvg40N8PJyckJqKsTGws+OHH1A2zS7CpUuQkkJMDNjZoaiIzk7s2oWUFADQ0sLhwygsBBsbbt6EhwcWLPiDe6gAcO8evvmmqbAwIzf3U6Kmi64/Uw0NDfQ51E/W+Pg4gUCYmKCvCJgm+pAvVePjOH0aTk7w8EBPDzIzkZgIAM3NCAzEwADIZFy7BicnBAbSZknT0+HkhPPn0d6OtDQ8fQoASUmIiKDFmZiIx4+nbpGcjJgYjI3BxwdOTjR6EQg4eRJOTigsBIDHj+HoiFu3cO8eenqQlTWF56IinDyJc+cQGgoiEQDCw+HkBB8f2tLfw4chLz9j0e/4OG7coIV5/hxDQ7h9m7Y2KjmZ9oCpqXByQnAwHj5ERcWnZCdkP2AAACAASURBVB192wxdX6noq3w/R/RVvvOIDtT/G+rvBycngoL+hlvTgUrXVyo6UD9HdKDOIzpQ/2+orQ0BAWhv/xtuTQcqXV+p6ED9HNGBOo/oQKXrM/WRQP0r9o7O2vI6zw7Yv2QH68fsvP2cBP2Oa+cLQpnx8wOJff9pyjt+z7nLH6t5Ivyo3c5fPlA/8DTzPe07Lnlfxrzz3HuLzf8VoH50KXrfSTpQ6fpMfWwPdbQxJyrQ3fmEg721tY3j+Zv5k67B+uqyoq+5Op+wt7O1sTlxLra4Hx9Qb/njIO9LV/ziK/pm7S4fI6Q8vH7xYnBqWe8EgNG2wuSA20nlvW+DkYkZDy47WlnbOhx3dvPwvODm7OhgY23pcvlufg+GGjNjvM+ecnKws3dwsLOxdXDxfVzXTwKAsaYUf2d7G2sr69N3U6omAMLTkAsOVta2Do6nzl7yPH/G6bi9jbWVm0900RwfonM0UJtxz9P91pM3PW+/UfJIw6vwa55nHO3sHRwc7G1trE/5Py7umH3leG/585ueHl73Egpm34bUlhHk7XU1ILmsZ/qYQGdxbODFcxHZ9VOGvMl91S9iAsPTG6gGXQdrkx/4XfSMLm+fCtJd/TIq6P7LulleHwHKeGthjPelyz6hT4mzfcAPvom7d9Xj8t1s4hAFQH/Ny9jgB8+Jc+IYJzy+5mZvY2ll6+oTUznNBnL/m2j/U7ZWVjYOZ66kTnnN7q/JCj5uY21jY+90+n5W/bsqclJzzt1z9tbW1jYOV5691/rHlw9UoKsgLvCklY2tg4ODg4O9w3HHU26XfP1Tq/tpzzVU89j/uI21rY2tjX1AUnUPgJGatNCr512O2zvY29vbWludD46tnPktDVTEXvHwDIwv7p9cUdSSk3DV1srK1ubEqfMJZd1vS854Z2mYs72NtbXdceegJ8XTXUR9OUCltLzw8fW9+7J+bFqJpzS/uHvJ3sbKxsbO5VJU0VsTc73V1FJka+90+n7W3JJNU1t+8jVqhricjy/pmDW81pT94Pz1Bxm1c1xm0YFK12fqY4HameDAzrSOU17H2s5UT0NkK4u218M3owCqIwxF1q3mUjKxtjQxUmDeJXn0TGLTyPuagxVB6iu+YWD45wbrx60zwnWl2vL/wsDAsEw3qGoIQFfOBZUf1ykHV781ukiuTQk9Y2ZobGx8RHLnf//9625ZHWMTY0PrM8EFfaiLPsL869IdkkdsLE2NDI8eNbL2jCcMkEi9NQ9OaQpyCmibWFjq71PVc4vMb65JCXA2OWZqbHhQkPHbf//GrWpgYmxsaH8xLG8OBWeJ3BrucHgZA8OSg3aJ9ZMHJ1pjLDh/WLBdRt/YzMzE6KiBgY1XXEHb7GsHKkMOr2RgYPieyyBmxsdL7sw8y/FPBoZ/LFEPKJ+qBcaqrmpKLfiGYa25T+nbZa0TNWEmQotYjJJ6AIBc7CfDxMDA8IOga3L35NK2sgeWPIt2WMXO8YdK7s88J/xvBgaGBTwX82dUSuT6CO1t/2FgYNhu96hlAgAhwmLvr8z6j2aSf6g8zkGBg0NWy9jGRFNeYKeo7cOSHgDoeXPLQppTUOKQuZWRniQTq9qph5VjwEhDio+5nJqSkYWl9X6BjZtYeM4kVg7OKR39tWnuh8QEhBSPWZof01DdZxH0qn5ep5bA1wHUjpyIaxYGRw2NjIxNzMzNTNW5V/57AduZjFYKQGot9DNXFJWU0TczPWZoeMwrpqIXGGsMPbz2h2XMykdMzMxMDA0MnLwfvJnuHmGozFuR+afvv1+l4lM9SAYwUP3wmoWs2gFLSwtTud2LtgofjarsBzDaWhDmrKQmf9TE0lZbcjfjlp2W9wo6Jhn8ZQB15E3MxWP8yxkY/sts97hvstwOEp5fVOMWEFMwsLM8pivBuGav6fW0HgrIHbn3TsmrKhlZWFrtF1i/iUXu2suWuaaeBmvifKxk1fZbWliay7P8vEVQL7y8j/o1kXoJTzx1BdZ8y/Adt9VD4uwr6UD9AzU8jNHZrfW/SGQybSnyX6+P94d6gkvyaEjhCACMFZ3lWbmI1fzFEFAXcVhZXi+kGgAw+sxccNHCPZeyZ7cNp4lcHqK/benGzds3cGjfqpqG3oYwM6m9a1b9spzvcEA5zcH4wZU7NG/XTrZTp1XEwy9cdzJKnpvm7QRVDw7t5FByzZh1v9bMq9K/LVe9UQUAGMxPT0/PbXp7tj7KctMW1eCaqfDvHzgiV97WUpBRPaQpJn/geASBdpTUHGUmuon9VMH7B/sGywMP8y/7dd0GNsHDV4umqrSxjqTjPJt2b1z/C9OR4PK3NcVIlpukuLqeviq31NGAnEk/GiRCpLX0Kj5Lqj/UkYyL0kxM6zcs+c8OlcA8WgVc8dBBdDXX8cQ5vW1yz8uLqmsWbdi0c5uIZXz7tNSW3tDg2bNuzU+rJO3jmqgOxu1kVnGZJk8n10R9mDYbI69FMtXnTl2MDuMGdsO4UZAr/PRYNgi6JFPbEMSbqrsXszvn9ZHGGjMTI8IqqI/aGKbF+M1q5aslM61SAxO51w7uWMZz9hW1Zm16EveitO6dIx1fPlDnlIKOe9pcK/ld83vJILXE2Ctu26URWjmTCAN1IUeZtuy72jjTR/3kv/6s6wdlJI6a68qxH/Gv7CMB6K949jw9kVqUh/PO7V3yvaDTky4KxluLnt4PKaQ2SLqf2vF8s0TQ6smkP9UvAKiU9uee4uuX7hKV5ty2idf5ce8k7It9D6xeye36lFqMWx9osvy02iC5bYLSWZL5bLIUNT3QYvx+q1ZA5Zxe6kBValoazZXTWMFF8WX/y2+f0EoBKF2pF9SZVm4UkBJcu0vQMrph9pV0oM6riQkkJCA2FlVVvys8hYJr1yAnh+Bg5OWhe5oHxqEhKCkhJ+ePSdi8qq6GvDwMDNDUNPtUUhKMjOYxoP8H6lMcjIvp+WRSF1D153ooLWdSu9UE1EfpK8to+tDMZww+d2FZy2bysPrdTRRSib8++xYN+9MH2LeJeRdO1pvDpe77BMUsTE2kBMQ1rpXQgKq1aufBKaBOi6QtwXH7RjGX1GnfRnW47m4OxTPPZzVdG1Pc+ResV/abd3fRxJtbxhsYFa4Vv7M/NOu+pcGG0nv3P6wp91EUFNT1raZ+1aTmaDNRRvaT2e/f3TdY6q0hvkfCxOIoP6e0U87kcGl/8S3VPVyaZ20PbGbT9y2ezLrh5yelJfYdf0HId+LlVDiVQGuTkwiRNjKr+d86GD8vsVnWyOuaudJ2Vg3v0kEAqHh4XGwN94m5QKV0pbruZ9mtZ+coz8yq/oA4WcJ6XthIc8s42hpwc8qZR9RTgWovu5rb7PE0co13xB3dsVzBJY0WL4lw25BlGbdxVnfH3SOsnFLOL2kvc4xwS2flSg6X9Fk1VNFZGca14q65s9M1nHFOdc0vwu7Zv6th++UDdZbaUpw4ljPtC3o9CgyV3D0qxKLnVwGAMt3U5UBdkP7G9XKuxZ2kuU26nkwvqW1CjjFZj7y02LW8y/vmVA0DSYd3LhayjmmZ3ZKtCzrMvJrjWDSB9v8LACq5t+xZeOTT4vI0B7mtHI6Puie/2PJQ3S2sgmdTqGMvLXcN2dZKn81tn/VRFZ8WW71L1bP0vb5JMPzEkHkJv1lUAxkg91WkRkWklBY/9RDm5jSJpPdQf4caG6GhAR0dODtDVxdFRR++pLMTPDyorMTEBLZtQ2rq1CkSCZs3T9nX/TPk5EQzqPT2+4mIwOvXAHD3LsTE/sRb49OAKqEfkEOtyDoTbPgXbzkQ0Q4QI/VV5A4FlFCDNYYf27SM1foR8d22t0mlvjq7t+neeBx0eC+T5IVs6g36092FRfY6xCUG7ePkU79W+gGgTrQ+OrFto6hzSv1UBVIdocvCJmUd2dTV2dHW3t7ePTRGAkBqzrm8b8v//rhF3co3r31oYkZtNVYaarSBUf7q677Zd5g/7eV+R+QFVW+0ACVesltYFG8WDQIAqSXaUnTjbqvEuvaOjva21o6egRHS3I7KYKm3Oj/3vsvh4cZcnOLnMqj8mcj2lGBUt3/4NFB/6w5tn2JaVTeQaS8mquqQOACkWHNsFLZ4XDcGzAXqub0bRWxiqxsfW65ftsksqg5ATfS7gNqd6qK0g8MqNNFThXunZih1XAGtD03YxFUvp8Sd37trr3FEwzuAOlxwXWQr85GbxZPvoyv5rNg2drVHuUVnFTl4DAKqaE9Mbk89ybN+nWn4TC+5rY8OsS3erOtXO7tvQel7FaLL9dv3y/fY+j0m9n2grv/KgEruuG/IskLE9kULBUBNwhnVbZvldM21RUVERAX5eNXcIwuHAIw0h5vt+nnxSlZBCdE9nCJa1mElk9k0mO0mtZFf5x5hqPfpReWdmlNAJY0O9na2t3c0Pj6/n5VNKShnDk8Hsh3El6yWdcmazLAvAKiTakg1F9nA7pjQM1lZkAZfeWntZdkg4R4X5qmjwrJcxiOvnnqSPD7S19Xe0dmaH2rOv1vYJfrNvG1X0uhgb2dbe0fzEw8NNlZ5v8wZGdKW5MzFxmkSRQfq75CpKbS0aL9bWtDZCQDPnyM2FsXFADAyAgIB5eWIjUVdHQDcvIktW2gmF5KT0dYGAA0NiI1FdjZYWJCeDgAlJYiNpZkwHB5GfT3KyxEXR4sEQFsb4uKQlkZDY1ERYmOnbP++FTUeapz19ZCQwMGDyMyknS0uBjMzdHSQlYXwcCgrIy8Pjx7hbdVBICA2dsoC4mfqY4HakejEI7LfPbaks6upMvGcwMYNbOYP2klAbYSBkrjKuSdNnR0t5dEmwky/Ch9/0fSez5Vc6qu9ZZPug5rq5PNK63nMUnoAdEXaCHHI22b21Ycq7uT5NKDWxpoKLvt+6WZeUaE9PNz8gnqBWdSvkTzclOllKvLbtwtXbefTPxc9jfYfB9TujKuK/IL6D5oBoPamLCvn4eDCEQCk9iQnoUULftvCs0dIiI+dWdTU81H93OsHS6+rc+9SCqzrSbOS5BC0jOgE0JNqLrBB5erzxoqIIxs3a/mUUPOuPtqem1vh3MthAORsN64dex2pXtzJc4C6XtDkThUmWnwOrF+z2zpjFC1JzuJruOYF6nMX+Y277FIb34SYiTDKuL0eB0DwPsjCf8SnbLDsIv9mYePIdwF18KUHByP/sfC3g9K9zy8r8XFqJGVmO0jxcZmFTT4ypSP7vMwmRptIwrQ2RW/qSZmlP3OfiK+cpyqkDLW+CTcUY1r03RImdjm3yDmjwtP0dQF1vNhv79afRS5k9FIAoDrhJNe/VgoevRoXGRkZFeaswLxmqdjlzDYSJrqqs1KToiOjoiOC3DS4f1oibhlXTQZQfseAW1k3mgBgMPW8KrNuUMPkC6h74m0kycLOzb5uIZve9ZQ58/9jr7111v+X6XBI3tvFY18OUEfrnpmLbpwOVAAjhCgTlvW//fzT/37zD16TuObJAtRREOmozMXFz7Fh4TZ5+3uV74izPtXPRJKFg4d93QIWba/Hs1YxNCS6cNOB+nvU1gY2ttmw8fKCpCScncHDgydPUFeH7duhoQFnZ4iKgkiEuztWr4aFBV69gowM8vJQXw9+fjg5QVMTS5eioADPn0NJCZ6eOHAAERGor8fmzTh0CDY2EBBAZycIBCgqwt4eGhpITMSzZ1BVpYW/c2cqMWFhkJCAszMkJHD1KgoKwMEBQcEpqw4JCdi+HdLSuHULMTHYtAk2NjAxgbo6xsdRXAwVFXh6Ql19yhrw5+hjgdr99Izg1sUrt7EJCfCwcXCouifVUOf7a+OspNf9tHobn9AeHtate/S9ntS8awkeVeRSX+0t6w7ebxrpybwksXy7WULXRGvkUSkhjUuvySBek9rxiUCtjtRn38F76NKzgrysjBcZma/ru6fN0FIGm4qTPDSZv/3XZv2AV5P19UcBtf/ZBZnNjHynEt+UlpSUFkUZsa5jUb1RMgygLdZaZC2T1vWUl6+yM1+kZZXUts2TC4Ol19W5d0hfb8ZIqr3ULpYjUR2krgRTFt5Dd0oHRmrvaK7drE0Dass9E/b1zAp+6WWlJSWluYFq69YImsV2AMBsoIqsFzwWUkwB+jPdBZetOxCSU/X0rPR6nnnmUCndz0/Jb9hikTIwXvfQlnsZj1vO6ES1t6ygpHVYPRlFJ7kY95q8G6ivvPiYOI/eLZ0cme1+ekGenUvrcW6esywXt1EoYfIVt2e47d24xfZh3WT+U4jx1sIrForYxTW8eyKDPNhelR6ky7z03wulr79qftd89NcEVEpPlCXP0u37wipocwqVMQ4CSzgcEifn/ssDxdb+l/94fMvMp+1+dlJw+zqNwJrRlmj13ZwiDrfzy8tLCp75mosxyTklFlS3DZAADHfUFb968TIr94m3jeSebTLO8Q1DUxF1Z19V3fgdy0H/0mlD6V8wUCmDebeNlHYq2AWmvSx+dmU/J+duXoco6kL9sb6W8rwXGdl5aXcuaIgy8Rj5F3fMU5JGOoklr9JfZuc9uWErI7hVwjG6btoSODpQf6/Ky8HMjJppS0uKisDMTLPYd/s2REWRnw82NpSUAICEBO7cwcgIhIUxPAwAAgLIz8epUzTr+Q0NYGJCejr27YORETIyYGICdnYQidi6FVQbt5KSuHsXbm7Ytw8AxsfR0gJJSZibIyMDhoZgZaUlZmQEe/bg/n1aUrdsAYEAJydcuDDjKXR0aL5owsPBx4fRUYyPg40NxcUwN4eiIjIycPkyVq1C/Tzdn4/TR/dQk5x4hZRPhKQUFubnF1d2vG1UVoYfVRKWcQzPf12QV1BE7Pmgn0UqUA+EEkjoyzkruo5Pw8X/soEQt3ZIFYBKL8k5QK35nUAN19nNoez24n0370k/xv/LOiXX1zTcfQxQe4quHNz4n1/WsHHv4eXl5ePn3L1q4X9/Er/2qhPojDUX28zukvf+9WVUoEp51QBD6W4y65j0rwWfOiAkrBdcM4GR8qADa5m0b5RMAGhKshJb+q9fNnHx8vPy8vLxs2/+eeEPyzUjGyeAxijruUAtGgdA7kw8Kb6JU87Ww0qBUfBk4pxVvpTu56cUNm4xftQJclO8ya5lEqYeN07u5xOxTewExrMcOTe/B6hjjQ8O7Vy33+MV7Ril/r652CYBx6KBhiAtFh7V85P9oPHGcPNNayU8cmk9hPpEV4k1PwiaBFW+f94LADBS4M276gcR1yfd7yDq1wTU8gDxTT/xnXjUNVkwqmKOC63kmBo8GE4z41ux13L2tN5EWajmhsUSji8q8zzUuVZt3M3LL7CHj4t9y+qf//PD4l0yur7Zs0psg4/i6h8WyN+ppLUVOzOvaWxbyKJ+8VXPDPB8eUB9RKszxspu6Oxaxq51t2oYAChdr/wPLlmz1S5u1hqikTgLjh8ZWN1Sm98bfYu/+voF30kFT62PR0MCHai/Tw0N2LVrxiRoYiLExWkLaIuLISqKlBSak1QAUlLw9UVnJ/j50dSEsTEICyM7G3p6uHaNFgM3N5KSICgIAwOcPAl3d0RGoqoKvLw0q7wqKvDygoUFTp+euu+2bTA0nApPVV0d2NlRXk77KyCAZ89gbw8XlxlPsX8/fH0B4MEDKCoCQHc3uLiQnAwFBejo4ORJuLkhNJTmlvxz9ClzqJJHg/PnLN6pfHBYRV43uGz28XeKBtSgykFgrPCOkcSKH1evl5W0ju4GgDczgHpZaw3LkZjuuZG8C6icKmczZ4Yc66ivyHu784yc6yS0nFnlfBGt6v/9QKW0pl0UYNlywCensZ5AIBDq6uobXl4SWPcrn+vzIUpvoqXYZs7Tc4b5MdBSVphb2NAzRsFboF5+A4Bc7afDxr123S8bD5+Lr6IAPcWBB9Yyad8oA8hV90x3svKZPihvJFIdbdUXRVtvWbJMLbQOaIuxk13NNxuo1ApyuDrKgGvtd5s3s60XcHncDWC8l1iWl13V0jcBKlAVN24xim0cB/qSz6kJL1+yfJ3KIY/0EQBDGdOBGmUnu26PQ9Z0qo0WnxdYtVv+Mm1Uuv2pFe82tkPhPRhLOyG+jVEx6A01XOtDI77VLHaPW4cBUlOalzrbUn5jn5LpbS3yaEdtfn5BZccYQOmrraoob5t8kzUB8mt+UTz37F3M/HqASsrxlN6whO/8s6mauq/4zv6tS7jMIqhNi5G08xzr2Y+EFPSPdhKIUwubS29qMS7ZZBBaOTo+2NfZ1NRAJBAIdVXZobZSW5XPplU09wyPdtQ2NNW9HcptvqS45qfdRk+bxwD0loQf5f+Vdd/pjDlOBL4coKI710F6M7fbS9qL78+w2bt4oaBzzuTYTv9za/bFm+yTiIPdHY0Vb59kPNKMY8FKmaCiPmC8sza/oLCiY4QCTHQSGhrr3jbZ2rxV1/24XT9x2p7VgYzze7j5rJPnZAodqLNEJuPwYejo0P42NiIxETt30vqsN25AQwMlJeDnp2WauDj8/NDZCV5eGlAFBFBQgDNnaBOx5eVYu5bmzTQkhBZtezvKysDBgepqAFBQgJcX3NygrAwAAwOorYWo6NRI71ubglSvMjdvAkBeHtjZ0dwMc3OcPDnjKVRVERgIAPfvT7mEY2VFRgaOHYOjIy1Y8/tbZr9PHwvUthirLZyqHs/nlLmyW5qi/CoembOPv1OkIi+l336UvV7WC2CsOvrwMgaG//A40NbKF7nzrtwqdbFoCEB3nqfStwt3ap27ERwcFOB7/VZCJoEGvvHmaPM1v3HYPK6bAmpF2EGm3zYKG/uGhgQHBvj6BdyML+gaHSiJ95Q/aH7eNyA4xM/lmDz7BnH3h2WTY2BjRf7aS5cIXcz7kPeS4eqAg6u+2SD3YEYGEC+Jrv4Xk0V6Y0uSLfeCnwStrgUEBwcF+t3wufUor64fQLoz17L/+c04umYUwECxp9TWNbxnqQvmKkL1NzMwMPC7pLeSAXQUessuXKriU4X+nDOiCxYJWLyYPmrcl2mxZeFiwcsNI80x1kILdx9N6AGAoVRnniXMOv75k080SoiyW87AwLCI43TaCID6SCOm/2EQPJnYAQBdT+yFfl52KII4BKAn00dmIQPDCtUbBSMAKIPPLbYsZ9O5RyQBqIuyEfx2Ga/p1aDgoEA/X597z153jpMq7poJrV8uY+XpH3DD+ajwLj7d4NxBAH35tw+z/MquZHglINj39AFuZmHL22XDwFBNrMF6BoZFWwyvPLx/OzjAz8/PP/wVcRAj9cFqixcs2+NdMQZy04PLtgr6J64HBgUHeR+T5ebkMAgvm6cZRdXXAtShiiC1DQt36c3sl5O6UzwVt+5g1TkfcjP4goYA106Vy8V9E8PEh0dktR0vegeGhvhdcNESYBK1vpQ7Ow/aEk+Kb1L1rhkBMJrn42kqc/RsYHBwYJDfCaWd7JwaPjkDFIy3ZTnzfsfw7fJ9Z8Ie3AkJCvDz9b33vKSJWkK+AKCSB2pfRt4L8jlnIbD6+6WiJpe97zxKqxnGQH6oNeuvrMoGZwNv3Qzw9TLcs1VI/eLr0bGmlLu2wodO+gUEBYcEndPl59otfDKuaQwYIQSq//rDMr5rpUPA2Gt/LzNZA/fA4OCgIH9HZWZ2dvWrWT0TAGmQmBsXHBJw0VRqyc9LuPTdA/1jsyumDRnTgTpXRCJUVHDwICwtYWyMigp4e0NQEJaWEBXFmzeoqwMvLy3TJCXh7z+jhyooiPx8NDSAmxuWljh8GLt3Iy8POTm0SPT08PgxamvBxUUDKtVpeW0tZGVhbAxVVTx5guxsCAnRYkhImEpedDTtuIwMjbjGxrN7qFeugJ8foaEID6c5Le/qAgsLXr1CbS3ExGBpCQMD3Ljxcaba5tXHArW/8L6j243HlXN6cs2ZAR7nfJJrZx9/p8gNT65bGl9NbR4GgJGmR56H9Y5fmdxK0Zjgbu3oldQ4BmC4Ke2GhpqitIy8oqKCrKSIpqNfJq0xQeotDLOxcA0v7ZoCalvBLddD0jKyCkpKigpyUjIK+xzuVvaDMt78IshSTlZGXlZCRN0mILVx2rjsRGN6kLnFxSTiNIs/86q/IuyEtqVrwswtTpSKKGcTPffUuo6yxLOaKnLScgqKiooKMhLiGo53sloAVEadNNQ0vJnXPg5gpDHZy8nWPYG6VW6i9vE5k30OtzI7KAAwUJ961cjcN71zoj3Tz0zrVED2DMhP9GX7mRmb+FcMdBVFehi73CoZAoCxihg3s1PBacSplT4jjdFnlA9ZuqU2AUDnqxAbTXXXyKJ+ABh4E3nR1DIor2sUAHpK77pq6bvfqRgCAMpYxX1Hy9PBrzrJALpL4i6qKsvJySkoKsjLSIrrnQ8v7wMwXhJmoakkJiEhrqBtGpQ7BbbO7Bv2OntFJWVlFZQdI6ibGsjtryMdZZWUlFRVVVWVlRTkZKRl5I6FZLWSKX0vrurrGp5+0jQKYLw15+ZpbTEpGTlZSWkDr9Tq9w0Nfy1AbXvhbX3QJDRnjn2PwapoT30xcVk5aTFJW7/nDSQA5KGGODddZRkJOUU5ib0aduefUncJz/jQxzsLIj3svZObhikASC2vgly0RKTkFOTkZGXk3GOLqEa2+mufnlNXVVZUVVFVVVFSUJCXkZbUvRT7mtr//RKA2pHhe0xLXlxGQUVFXU1JRnyvpsMl6oqqoWyfU4f2isoqKchIyqtpXc/tnABA6auKu2wgKSMjr6AgIy7qEJzSSC3uo+3Pr+rrHjv9pHEEAKktL/SUtoiUnIKcvIy0rOvDPJrtqLGOV7dsFRVkZOSVVVVUlRSkpKWsgh5XT2UBHajzamgIGRlIS6NNnQLIz5/6OzKCujpQ/QA2NKCnByQSiERMTIBCAZFI86fW3Ey7pLOTNr1KJCItjeapbXwcdXWglsbGRnRQm/1dSE+nBQBAICAtbZ59O9XVSEujTeICaG2lXf5W4+PIyUFZGfr70dgIAS8+3QAAIABJREFUACQSCAQMDgKg+ZvLyvoDaAq6cXy6ZugvsZL8B+lrAeqXqS8AqF+e6ECl6zP1pwJ1pLPwto2ZgY6evuHRt9I/oqeneyG+sPULRvRYzbO7pw/p6BlMJdvQUF9H+5j96ZiaDy63ousvER2onyM6UOcRHah0faY+CNTGgoIXOTmUT+oOj/VWxF5wdbI/7uR88q2cHI8fdwhMLe/8goE60ZAd721nf3wq1SednR3tbV0uej+rf78VJLr+KtXX1/f2fmjOm653aGxsrLa2dnyc3jycJjpQ6fpMvQeolDt33vZQSSQS+eP1fgh/QoR/ld7v/+nvTh1dZDKZTCYSid3d3RQK/X18ikZGRmpra0dHR//uhHwxAh2odH223gXUCaDb2xsMDK+fPElOS6uvrycSiXWfIOL8+pSo/lp9tQn//4WIRGJ5eXl1dXV9ff3fnZavT0QikUAgvHnzhkAg0Mt0XV0dgUCoHxgghYXRgUrXZ+ldQCUDo8HB+Oc/qzMzU7Oy+vv7BwYG+umi68vQwMBAbW1tS0vL4ODg352Wr08DAwPd3d1VVVU9PT3075qm8XHK/ft0oH5xolBQWjrPJlESCcXFf4Aphj9W75tDvXcP33zTVFiYQbUIRRddX5IaGhroc6ifrPHxcQKBMDFBXxEwTfQh3z9VBALMzREfP3WkuxvHj8+wzTtX1M2sHh6zjw8MgJMTz5//8en8HNG3zdD1lYq+yvdzRF/lO4/oQP1T9egRGBjAw4O3pS4gAAwM2L//AxeKi+Py5dkH+/vBz09zMvPliA5Uur5S0YH6OaIDdR7RgfqnKjYWLCzg4sLTpwAwMQFtbcjKwsgIAFpbYWcHCwvcuEEL//w5TE3h4gIBAXh7A0BUFCwsYG+P5maMj2PPHjpQ6aLrjxEdqJ8jOlDnER2of6piYiAsDDs7HDwIAPHxUFfHtWs4fBjDw5CUhLs70tMhJoZLl1BbC05OBAUhIAC//YawMCQmQkEBpaW4dg1qamhshIjI1w7Uv8KSzqwtr/PsgP1L7Pl8zM7bz0nQ77h2viCUGT8/kNj3n6a84/eHE/FZmifCj9rt/NUA9fNL8Fzrg++P/nfc6UsH6rzp/phs+71hp2cfHah/qqKjISKCV6+waxc6OmBkhKtXERwMIyPEx0NEhBaMasI+KAgqKrQjkpIIDISFBXh54eQEIyNs24b8fEhIfO1AxWhDzsPAc84njjvY2Ng6XQzJn3QN1kfMjPF2O+XoYGdna+t4PraoHx9Qb/njYO9LV/ziKvpn7S4fr0t9eP2iR0hqWe8EgNG2wuTA28nlfW+DkeszHlx2tLGxczjh4ubhecHV2dHB1sb6lNe9gh4MN2bGep897XTc3sHBwd7OzuGU7xPiAAkAxppT/V0cbG2sbc/cTa2aAAhPQy4ct7GxO+502v2S5/kzJ08ct7WxdvOJLp7jQ3SOBmtf3vM8e/vpNL9QpJGGnIhrl1ydHBwcHBzs7WxtTwc8KZ7j73m8tzz1pqeH173Ewtm3IbVlBHl7XQ1MLuuZPibQWRQX6HE+8lX9lJ18Sl/1i5ig8PR6qrHzgZrkB34XPaPLpzlg7a5+GRV0P7NujktWylhrYcz1S5du3HpGHJ11bvBN3L2rnpfuZROHyAD6azJig8PT5gTDeO3ja2cdbK1s7Nx8Yiqn2UDufxPjf9rW2tr2uOvV1LqpwzVZwSdsbWxtHZzO3M9qeFdFPtGce++8g42Nre3xq88qu95TLX41QAXIxCeB52xtbGxtHE56xBb3U4DBxldRl8+dOeng4GBvb29nZx+Q/Lp7hoO1garnge7nAxLymidLwsjrB/5nbKxt7OzPXAmZXnTachOu2llZ29o5nr6QUDZr3SOlPivswo2ITMIMZ+1fDlApzS98fH3vvKwfnzkKRiIk+52lZprzpUeltEpirDH9jou9jY2Ng9ONpJL3VjIdL6N9L95NJczwW9dfHHPO0c7W1sb+xMX7ea0z12TRgfqnKjoavLwYGcHBg9DWxt69aG2Fvz+MjXHrFs0PDIBHj6CkBF9fWkcWgJwcfH2hrQ1DQ2RnIz8fzc3o7YWAwFcP1M5HDmxM6zjldaxtTfU0RbayaF+OejMKoDriqMj61VzKxlYWpkYKu3dLHnVNbBx530BxRZD6im8YGP6x3ubJTLfKXSm2/L8wMDAs0w2qHATQlXNB5ad1ysHVb2sEcm3KzdNmhibGxocld/zn2192yeoYm5gYWruG5PeBGH2E+dclOyQPW1uYGhkeNTSy8YwnDJAnemoenNYU5BTQNrWwMFBX1XONyGuufubvbHzM1NjwoMCmf327lEtV38TYyND+QljeHArOEqX1gcPhZQwMiw/aJbz1SjvRGmPB+cOCbTL6RmamJkaGR4/aeMUXzLGKPlAVcnglAwPD/3IZRM9YDU7pzDzL8U8GBoalagHlU9XAWPVVDekF/2BYa+4zRW9STZiJ0CIWo6QeACAX+8lsZmBg+EHQNfltvVx234pn0XaruDnPQu7PPCf8LQMDwwLui/kzUEmuj9De9h8GBoYd9gmtEwDqwi2Ef2U2eDST/EPlsQ4K7ByyWsY2ppoKAjtFbB+W9ABAz5vbFtJcghKHzK2M9CSZWNVOPawcA0YaUn3M5dSUjS0srQ4IbGRk4TmTWDkwh5b9NelnD4kJCCkdszQ/pqm6zzI4p36Oo8BJfS1A7ch/aKMiIKmqaWxubHjM3OVB/gAF5Jp4Y67/+WWHhL65mYnRMcOjx7xic6cbD+sujDTasegfPzFJu6ZSa/3mLHcrTWUtfTvzoxo8634QPHazZIACoL3w7lk92X0aVpbmZvLMP20RVgzMaaPSZ6K3JumCNu/q/2H4gd8+pnF6qr4MoA6XRl88xreMgeG/zHbJ/dPA15YTbqW0R0pdy9jM2PCYxZnIwv4JYIgY56QizM6lYW1jfUBgPcuew4EFvfOtU+6rTgsx3rP6fxkYdhyLnvIp1ZHhbSTHxqJwzMzS+pDobjYexXMvCNOgTAfqn6qICGzfDgDR0WBgoE2denpCUxNEIpiZEReHnh5oadHGfllZUV6OzEz89htu3YK/P4SF0deH1lYkJqKjAxwcM3y1fgn6aH+oj05wSRqGFAwDwOjrs7wrF7GavxgCCBGHleV1Q6oAACPPzAUX/ch/6VXHu3sY5IqQI9uWbNy8fQOHdmjl8FTAhjAzqb1rVv28nO9wQBnNwfjBlTs0b9dO+h6ZFulw+pmdjJLnc6Ztn6h+cGgnh9KZ2Q7GW19elf5tueoNagoH89PT03KnfMbUR1luYlIJmuaa/v0jaaTK2wcVZNQOHRSTO+AQTpg82hxlJsrI5pL/AQfj5YFH+Jf/um4ju8Dhq6+nqrSx9sTjPJuYN677ZcuR4LK3/fHRLFdJcfXD+qrcUoaBOZOuvEiESGvpVXyWVH+oIxkXpZmY1m9c8p+dKgG5tD5KRdRx0dVcxxPn9LbJPS8vqq5ZtIFx51YRy/j2qSellN7Q4Nmzfs1PqyTt45qoDsbtZFZxmSZPJ9dE/T0t9s085o+pNQ8hRodxA9vRuFGQy331WDYKuTxuBQAQb6ruXszukttLGmvMSooIq6A+amOY1uZvVitfLZ3RZQIwkXtNc/synrPZ1Jq16Un8i1LiOzshXwdQO146ibOxKJ0vnNnFH6uI1t+7Wvpc9rwXUXoKfU3lVBSNNPfJKZ5LpZaEpuywlOI3IwAwUXRDYe2v2yziWylAe0F8/KMk6qsYznUXWszAZhnfSgHI7U/dVTavYhSS3LN2l7Bt3Iy22xcAVHJ7mof4ut92i0pxbtvE65z8Fo2UtnQHYRY2Nc8ZrnMxURvnwLF4ucY1qtPlziDDrT9xakVXzXmEnvxL+3av2copJrxzmYhx+CRQx+uSDzMv2mEQQ72gP9lx53fbNa/m0N23/UVKT4e+PkgkjIxASQkvXgBARARcXQEgLQ3y8tDWhr09hoZAIsHDA6qqOHECLi6IjMTYGFxdoakJLS0kJ2NsDMbGeP36732m2foUB+Niej6ZVBev/bmeysu3qN1qAuqj9JVlDvrkUYMNprmwrmEzeVg9Z6TwrUgl/vrsWzQcTh9g3ybmXThZbw6Xuu8TFLUwNZEUkNC4VkIDqtaqnQengDolcluC47aNYi6pDVPHqsN1mDkUzzyfNY7cmOLOt2C9sl/FfImZeHPLeAOjwrXid/aHZiW+NNhQeu++hzUVPgqCgjp+1dRRVVJztJkoI/vJ7Pfv7hss9dYQ3yNhanmUn1PKMWfysQaKb6vs4dJ0sz3AyKbvWzyZdSNpJ6Ul9jlkEPJP8nIquCS2UCMnESJtZFbzv3Uwfl6CScbI65q50nYWDe83gwBQ8fC42BruE3OBSulKdd3PukvPzlGOhVXtAXGySul5YSPDLetkq8/NIWceUU8Fqr3sam6zx9PINd4Rd3THCgWXNFq8E4TbR1mWcZtkdnXcO8zKIeXykpaLY4RbOitWcbikzaqhitxlGNeKu85x8zn0wl1tzS/C7tnvLjXT9FUAteaekdgelWsvBgDKdJOWYxUPjwgsEz6RODLPer+RV9d02Dn1w3NT3fVl5N2ezYVeV8Yp3uWMRuGNs6/tSzZgWbn78B3iOEDqKU95GJVWVpzoLsjNY/7F9VDJPW+eRTx8Vlyebi+3lcPxUffkF1t122CvwL4bmYMAeSrTKG1xx3kWMEoEldEOdCXacGzce+px/eyIe2vSYyIelxJTL6lvFj18t5RWnEj1Keaiy1mt46jzE52P7NiZhWwiCVNvhQ7Uv11/iA+1v1GfAlQJ/YAcakXWmWDD/+tWjYh2gBipryJ3KIDmlK4x/BjjMlabR8R3294mlfrqMG/T9UkOPLKXSfJCNvUGAy/OCouIOMQlBu3j5FO/VvoBoE60PjqxbaOoc0r9VM1SHaHHwippHdnY1dne1tbW3j04RqIApOZXl/dt/W7RVnVrv7z2wYkZL26sNNRoA6P81de/z+7GRLnfEQVB1RstQKmX3FYWpZDiIQAgtURbiG7cbZVY197R0d7W2tEzMEKauzxisNRbnZ97v1fEAxNODvFzL6iNiYlsT4nN6g4PnwYYbNmh7VNMq+oGM+3ERFXsEweAVBuOjUIWj+vGgblAPbd3o4h1bHXjE6sNyzeZRREB1ES/C6jdqaeUdnBYhSZdUuHZpXmzmnq4NcqUXVz1ckrcub27RIwjGt4B1OGC6yJbmY/QnhlAV/JZ8W3sao9yi84qcvLoB1TRXga5PdWZe/06swczveS2PjrEtphJ169mNjcpva9u6nL99v0KAVu/ZGLf2Pu/ra8BqAPJJxWF2QU0Dh1TFxESEBQUkTKLKOkBMEFIPi7y05LVu4TFxYV5OVUcg3M7aLk2UOK3fwejlg9xrDfnpLa4jNuzyY+IMjbQ09XR1kLI9tLi5lBwye6Y/XlNFN8Q2LBQ6NSz7mmkbY49zsH+BQJ1Uo2pZiIb2B0TemhP0/fIQVaIS0jjkKGaiJCAoKCYjEVU2TAwkOousWGLWOjkMBK5wGfvBg6d4IJ3ODEmp52SXLv3yL1JoILc9zrSVnjxzgNOF0NvXZD7Zae804PK6W1fOlDp+kx9LFA7Ep149h5wjy3p7mmpSjq3Z8N6NvMHbSSgNsJASVzl/JPm7s7W8mgTYabFwicymt7zuZJLb2hv2aR7v6Ym+ZzSOh6zlG4AXZHWghzytpn99aGKO3k+Dai1saYCy75fuplbRIiPi4tPQNc/q34cAMjDzVlXzEWW/mvBqm08+ueip9H+44DanXFFkV9Q/0EzANTelGPl1AsqHAFAak92Elq08Dcmbn5BAV52ZhETz3ji3OsHS6+rc+9SCqzrTbOW4BC0DO8A0JNiJrBB5WpaY2X4kY2btXxKqHnX8NCei1v+3MthAOTss1w79jpSvbiT5wB1vaDJnSpMtPgcWLdml1XGKFqSnMXXcM0L1Ocu8pt22aU2vgkxF2GUdn09DqDWW5OV/8j1ssGyC/ybhY0j3wXUwZceHIz8xx6UT+Zf3/PLinycB5JeZjtI8nGbhU12GSgd2edlNjHaRNZOQ2NPipPMkp+5T8RXztONpwy1lUUcE2P66b9LmdjkXCOLZ48KT9PXANSuBHvZlf9hMzh3Lz46Kjzsms7O3xj57VI6RjDWSyx6lhwfExUV/cBDj51xyW6TO7XDwHjrA0chbiOfOgAjead0pBQ8siZj60+/ekxRgJV5+44NK2Q9c5vndG2JtzTYf1wh558/Y6qFGHOc8wsG6mjdM3PRjdOA2h5rJbniO06jC2Hx0VHh97y0ty3ZLHTy1QC6X12V3bxJ8XRiXUdHR0fds3Pqm/6z4lBQ4TtmBUZSTkutmw5UAGiJOaG09buffvr+Hz9vVrn1ZuYVdKDS9Zn6WKB2Pz0juG3Jyq3sQgLc7BzsqmeTavrIAFAbZy2z7qdVW/mEBXhYtuzRv5xcPWdx6QyRS321mdZp3m8a7c28LLF8h1li90Rb5FEpIY1Lr8kgXpPa8YlArY48wr6dV/vS08KczPT0FxmFxO7hqbPkwabXiRc1mb/9H6ajATmT9fVHAbUv5YLM5k18pxJLS0pKSl9HGrGuZVG7UToMoC3WWmTtloPeT19kZWWkP39ZXNM2T/N5sPS6OvcO6estGEmxl9rJciSqg9SVaMbCe+h26cBI7R3NtZu1aUBtuWfCvm63gl96WWlJcUlukNq6NUJmsR0AMBuoIusFj4UUU4D+THfBZWs1buZUPXWTXs8zzxwqpfv5KfmNWyxSB8brHtpyLec9mzM6Ue0tJyRhHVZPQZEzF+Nek3cD9ZUXPxPn0TtvJl9w99ML8uxcBx/n5jnLcnMbhRIm87rjhZvIxi22D+veDtsR462FVywUsYttePc0M6m/vTItSHf3km8XSl9/NRcbNH0VQI23Ed+5/XDUZBOjOUx3xeJVptHEWZ3vTA+x1dslA153NT92ZlkvZB2V9aa8tPh5yFF5PiGzwFJCc98ogImu2tevXr58+fz5LXtFVgFR63tV01gxXBSkvuu3FQeu5c6yx/i1AbUj2kxk5y7DmMkVDg23tZYtWWed2AbK0MtAa9ENW9n49vDt4T4ou2fVCvWTjypI80c8G6jkQeLDk5J8yprX4yoLH/lYK21ZJWkZktNBH/Kl6w/TR/dQk07yCCmfCEkpKMzLL6nsfNvJq4wwUNor4xie/7ogL7+orueDfhbJpb7aW9YduEkgoT/XXWQtr8Ypv8sGgtzaN6sAVHpJzgFqze8EarjObg4lt9mLkmaoJ/0Y3y/rlFwLaUz4GKD2Fl3R3PjfX9ay8wjw8fHx7eHavXrhf38Su5bdAXTGmItt5nDJ/cCipNLr6tw7pLxqgKF0N5l1TEeuBp06ICSkF1QzgZHyoANrmbRvlEwAaEy0Elv6r182cfHu4ePj49vDyfTzwu+Xa0Y2koDGqHmAWjQOgNyReFJiE4esrYeVAqPgyaTO2QmgdD8/pbBxi3FCB8hN8Sa7lkmYevg47eMTsUvqBMazHDk3zwLq9EVJY00PDu1cu//iq8mKu/6+udgmAceiwYYgLVYelfN5tEbEWGO4+aa1kp557bRwCWfE1ywQMg2qnPsm52ikwJt31Q+irk+63zHy+zUAtTfeVpyZVT9qcsx76PWlvevXHQurnhWuPkxv56KdTgnVr27t59u2gYVnD/8eAT62bSt+/XHB4tWiZpdSZk4UUlpitVZ9t5rPvYjWzR8v8Ndk++3nfReS2+bgpS6aCtSG6Qe/PKA+mqwzuqPN97JwGMVOju0M5V0QWL/JNJIAAOMDjSWFuXl5hSUVxaEmHCL6vnOm4ic18mwGUMdq42yZV6/d75dP/eiHq+8rsS/dpus9NfVABypdn6lPmkM9Gpw/Z/FO5YPDKvK6bxcMfFg0oAZVDgFjr+8Yi6/4cfV6GQmrmG4AeDMDqJe11rAciZnnw3kXUDmVz76cGXKso6EinzCZbHKuk9AyFpVzRZNV/+8GKqU17aIAy5YDN3KbG6gO3RobMy8JrPuVz/X5EKUvwVLs/2PvLOOiStvHP8/u79knV911XXMNMAgTUUCQVBqGxkQBRbprGEJQWjDpGLBBGlRAlBJBurtmGLphiMnr/2LoMFb/u7jPfD+80DPnnLnPmfvc33PnxcpzvWTRYYSumrKisrYhIg2mhSp1uxoAaI1Bmkd5dzD/skvL43kjDWCwIvQcE5t6QA0NqA0RxgeP8JtE1bW3YVuxWBwOX5FgybZx86kHrQDd8Sjkdv6FQqUXkOONsTrHmP7LwnqUWcjpVT8AkIZwNcUFDZ3DZJgRqkEingQwlOp56sSW9VuYVTRuvp0AgLGcuUKNRSGZBdF5c602WeEptI1D/s5Uq3TPawu+vUc1ogeBmGUrvn+PUthUS1p3nKHAtsPWr7rGASgd2XdOH9koYBhQMbeplzrZ21xSUlbfSwSgjTQ31tf1TP+STSEKO9YpeqQvV15+C0KlNTwx3Psbm95T+lA4ctXtc7+xqmAqukYHunGzkyD7n+hxrNupHF4+RJwY7O/twONwWCwWWxxlrCIshorEdQ+MkQn4KvzQTPbEJ6nuWcuu/qCLCgAT1dEWJ/dulnNOWDRDCwBgJN2Zn08I9WaFzkOFgQIbGVZe13fTPzyt7oEO62/7jaPorx2T5V6nf2M7FVY5/7cmNwdfEZAxvVc5CEAl9TUXl5TW907Oe5so9pbfLWU0XTMnlIWorl7DavVq5m2uyF5o05Fzd2oZQmXwtfhcoXYnmO/lUfXOXJTnah6qiQkoz/b3fBRK2R3lTT8h/WqGAIDYFH95MwLxLz70a3qZUe7Ot22v9I3yMQAYKLqp9I81By+6B4RhMMEBfg9f5LZMlSykjnjTHZu4rV+1zgq1LuIC66ZdIoaBD8IxocGBQSH3n5f0T45WPL+pcMHUIzAkLCzQUV+Be5eEW1z1zAy18mD1jRtEvIo+Fr1kvDFEbdv/7ZKLmncDWm+Kbf+BzSwL35VizbvqZ2FLn5AwDCY0KMD/4Yui1lEAWrYj7+YfNhsmNE0CwGjFTem9O/jcKujpva/DikAg+K+97aIBQG+pL3L1RhX/BhgpdBZb/YuQ2du5rcbDuWZ712wQuY2f6EiwPLGGQzd5EABgLMORb/1hzeCZWaWTLbHWW/6GQKzlds6aAABctAH7Dwhhx+ReAID+NJsT6zZrRGHHAGDwnZ/sGgTiN9WAkgkAoBEyzdm3HNV8iqUAQGuslfA/NvGZ3MOEYUKDAv2fvinrI1JqnxiL7PxN1sI7OCTAUffEIYFLmEICAAwVP9TiXM+lrH8nJCzo+nleThGLR9XjAGNNiTo7EYi17Hp34iIfhYUEBQUFR+VjCTCBCzu1YfVmQZ86IlDxz+6gFK7Y+YViwkJ99ZF8x7h1omqWXWHjWxAqwHDpjQt7dwiqOPuHh/hZCLPzKLhkjFOJ5Ulep6W1bweFYMIwfmhtieNHNQPTuxf0KvdlWyrznbhGj6fREWtgqn/F9m5YeHiQj6sW7w7BC55vegFoPZm+yJ8RiD0SdkGxTx+EBgUGhd5PquiZACBg8xMwYcE39CU2rNvMr3cjNCQpv6Gf7pwVIFQqofldzFOMv4eZ0PYfN4oZ3fZ9/CKzYRQABovdzrIxiZx2DQgPuWcqwHZM1S19hAzE/qasZ8FBQcGYUD/ry9J80iZxFYMAAKMtmFPrV20R8KkaAQAYbSt89TQgOMBSevd/tvFoOgU+eJTZNEQea39pzHdk35HLd0JCwu6HeevL8x8Sd3/ZONuYxhAqgy/kc4U6UvrMwS3gVf2imlxHXvAtT/9XzQu3Lwut7bW/hdG9jM5xAICJ9he3tLTs7hZN1UfwL92tHO6k4IkAMN6RFaB2WlFWVl5JUVFOWuyCQ1DuVP8KZbg00trMJbp6zpz4npKHLpoysnKKSkpKivIySIUz6Kd1I0AjdbwNs5CTQ8ojpcROW4dmtM9plyXjszGmZl4p2GUGDM4wUhdhr2Hh8nJ+dD5aXayTkZZ7RmtvTbLbBVX5qS9HSkmo2T/J7QSA+tir+hf07hf1kAFgEv/qjoO1+wv6qzOlOc3T+Iztwzx6Zw4Bl3HP0Cwwu4/cmxdkevFayPt595o8nB9samQUXEfoL4u+aeT0sHIMAIBYl+Bmei0sGztbJk+0x7uoaFi4ZnQAAPQVhFurnXaNoa9gRaiO8TKxCCvqnwQAGKx+7KKu6/GY3hJLI9Y9szd3DnvfRwWAwcrnXqpK8nJyikqKCkhpycue0bVDAECqijS/oCQuJSmpoGESNudFpO99AFpTVFwKiVRUcYipHgcAoPaUx9gjlZSUT51SVVVWVpRHIpFy+uF5XVTaSI6P9iW962n4SQAgdeY/cNYQl5aVQ0rL6N7JaPxQ0/C3IVQASkuyu+kpMQkZGXlFtXvp3UQAgNHm7Ht6SBkkUkEBKSlqFJzSuEQfyWB1hI+rZ1wlXYGjpREobUVxWQUFGQllNe3IKgINAIBY/zLIXFpR8fTZU6qqykoKSBmk8hl0Qv0oQF/+fSsFeaSsvMop1VPKijKyMtb301voX7QShNr7LshQXUFCVkFF5fRpZaTkyQvoW+n0Sjal6bmrsaqYpIyMvNIFv6w+MgDAaHPWXT05WVmkvKykmMmdtJbpezbRk3lP+5L+9bT2CQCA7uJHLpoS0khFJdUzqsrysnKq525m4QgAMFyb6qokLyMrp6CEFBfV93veMO+2M4TK4AthLI7/DfBZU7O+aB7XtzQJ7FsR6spkBQh1Gf7EPMgQKoMv5P+rUCf6Sh9Zm2hrXtbWneXKlUuXL99IKutawYomNqU/vq6hcUlnTrr1rmhq6KOuJzQxQjKvDBhC/RJWrlD/RBhCZfCFfFSo+JKStwUFtN+1gAVpqDbRy8UBbevgOMNVB3s7W7vQjNq+FVxf/c/TAAAgAElEQVQbIre9f+5nY2N79epswh0d0DZO3n5vcAyhrgxwONzQ0Mf6vBksA5FIbG5uJpE+Ohr/fwmGUBl8IR8QKu3x45kaKoVCodFo1M/kIzHFPvd0fxwfDoi1ghP+vwQOhxsYGPgd2ZIBjUabqaEybiAdGjCEyuCLWU6oZIABX19AIMrS0lKzsugTRFo/H+wy/I5T/cF8swn/X6G2trahoYHxk/wOsFhsc3NzdXV1S0sL4wa2tra2tLTgRkYoEREMoTL4IpYTKhVgMiwMvvuuMTc3Iy9vZGRkdHR0hAGDFUNzc3NnZyeBQPizE/LtMTo6OjAw0NDQMDg4yHiupyCRaJGRDKEy+CI+1If69Cl8/317aWlOYeEfnSwGDD5GW1sbow/1d0MikVpaWshkxoiAOTCafBl8IYxpMwy+URijfL8ExijfJWAIlcEXwhAqg28UhlC/BIZQl4AhVAZfCEOoDL5RGEL9EhhCXQKGUBl8IZ8p1D9i7uiCKa9LzID9Q2awfs7M2y9J0Cccu9QutHn//EhiF35MW/Z/y5/nq9/0JU74WbOdvwGhLnc9y17n8gcs8wlt2d/lI9v/KkL9QIb9pMw0b6e/klD37wc1tT87Ef97iIiAqOjM/z5eQyXiC2JD3R3tbdHWKNRVr/tF06HBhltz43xdnezRKBQKZeeZUPHRuC1Dta8wvrfuBCbVjSyYXU5qSY/z8/IOS68ZIgPARE9pauij1NrhmQEUVGxO1B17K2sbtJ2Tq/dNT1dHOzTK2uranafFgzCOz03wdXO+amuDRqNtUDa21wPTWkcoAADE9oxgJzTK2tLa+WlmAwmg5U24l62VtY2t/XW3mzc9na/aoVHWVq7+CRXLrsk+w2hzztObbg/TqgZnHkrqRFtBlM9NZwc0Go1Go21Q1tdDXlX0LjySNFSbcd/b687TlyULv4bS/Q7je/teSGrN4Nw2gf6KpBAvz5j3bbMxZmnDjW8TMFHZbfTl8AlNKc8CvW7G1XbP7jLQ+C4WE5nbuigwLY3YVZLge+uW/4PX2IUlKqEm6cld71sRedhxGgCMNOUkhj3Lwk0uPAe5+ZWPm621pZWNa0Bi3ZxFd0eqE4KvoaysrG1d7mW0zm5uyguzQ1mjULZXr0fm4ZYryMkdBU890NbW1ijbu2/qP7T6xzcgVIAxXH5iiMf1q/ZoNNoGhUJfdUmq6CMDwCjufextD+eraBu0jY2NDcomJLVskAZAHWvKuu/jcc0ObYtGo1HWVjfCEutHAQAGqlOe+Lg62tvRc9ZVT99s7CQAELsqXj30dHGyt0WjbWxQaHunqAL8JABM9JY+9/Fyc7K1QaPRaJS1tV9cbsf0fV85QqV1vPUPCHzyDkeaE7W4KS3SC2VpjUI5evhkYmcz31ADPRdZ2169HpnX8uGQyzBYGhXsfSPwVdPg1GWSB2qirtujrK1t7J1CU+iRyedksb+SUA8dAgEBSEtj/P2hf+zsICEx8yN8XKh9L9FHWJl55C9Zoky01ETZD1+8FVM1CQCN0bonmbcdUzayNDc2VOA4JKXt/BI/8aGXxLrQ01u+QyD+ttPyVee8/frTrQTWIRCIjZdCG8YAoD//hspPzMphjTPxp6jNbx64GOsbGxlqSR345w+/HEJqGhob6Vu6hBcPQ2u81uF16/dLXbEyM9bX19MzsLz5vIVApQw2PrumJswjpGFsZq5zWuWyS3RhR2N6sKORgYmRnprwnh9+2HhMVdvIyFDPxiuyaJEFF0DtemZzeTMC8asa6uV04EYgdyWYcf+4ap+sjoGJsZGBnp6u5e3EkkUxtUYawrW2IhCI/x7Tjp/38FJ7c924vkMgEBtOhdTORqIiNvicl16NQOww9auaMQilKcJIeC2nfsogAACtIlCGBYFA/CjknDIwfWTNMzO+n/ebJy26FupIrofIDwgEYhWvV/G8QomKi764958IBGI/6mUnBQBao8xOrOPQfjHf/ITaBBt5Lm6kupG1yQV5wQMnrWMrBgAABqsemkrzCEtqmlkaakmzcao6xdYRASba0v2M5VSVjcwtLM8J7dpzmM85uW5RCEAYacp2UxcTElEysDAzUFM5Y4bJxy7ea4pvQqjtSRa8W//NLnre2NzEQE9P3xT1rLiHAkBpTDTg/fsv+yW1TU2MDPT19PTvJhQO0ADGcQ8u7/jvJg4VbUMTY0M9XV0H32fVIwAApb5I5vXr+VW0TM2NDfR0TR0805onAGAwy1OG5R/M/KcMLUwM9fX0jS3u52AnAaAz11HiP6v2CGsYmRgZGujp6Xo+zWpbWUIdr4r30j2+CYH4Fwfq1ch0vh2owDhrI8+qW5kb64qx/8iheD2jkwgApM78x07yqspG5uaW54SY9xxG3nvXsfxSTwNZLpcOrvkewar9tGIQACZ7y59dUz4lr2tsgbokc5iVlc34UUH33OP/SkIVFQUEgvH3J/ydOzfzI3xKPFQ7Hkm98JIxAIDJMje+rb8cMc0eA2iJ1lKSvxTeAAAAE2/MhH/5SfBWfu8HWmTqwrX3bdjNemAXt/rDhvHZHXERJtInmbau2yKgFVI7FWD8wtYDao+ap6tBc046/tblIIu0R/6c6RONz9QPcis5Lwww3vXunszG31QD6gEAgFCclZ1V2D7zKTbWjIVNBdM0J30fbDGi1D+6oCCjqqEmLnfONqplemtHrIkYC5dT8UcCjNditAS2rGfazSWkda9s9okm9ibb8u05vHvnOvYrYbUz2yfzXKUkTmlpq/JK64YWTIcHpbTEWMps4zenx0OdyPGSYWPbuWvDPw+qhBZNtQ7UxaLFth+zTV5U26YOvvNS3bF2156D+0TNX/TMXimtOuA8nyDzjp+3SaGft9MDjKNktx0znhtgHMi4CI2jLHymr+gxd1oSNFl3c+klTQK1LujykV0ijqld9Jt6X5VjA5dT0RCFiM9Njo6YCjyJj7jI+n/ble9VzQvQCQCUQh+1A5v53PLoJWt7WtLbqtZlWzq+EaFa8nLzOqcsDOpKrI/XPrlDxmNRuMPR1jBdNvYz93CLslCJnyIb3+nohoXbB7LcJHkPGj7rWPhB+1t7RebjFi/nRxxfOU2+1O4sb3HmjYfEpHj27+F3TB2aboHqL09Kf/+O/hrY+cKQ49cNpwLLCDQgd5a9exNRR89F7ZEXWX7cezG0fplaanemq5r0OZNLZ7mVzB6WDADAZHflmwhMMb2oGMpwEPnnrwLmL/FzjvkrCbWjAxoboaGB8feH/jU2QvdsDerTAoyLX/bP7QEAgJGCm8pb2E897ADAxWory6r5F9F3I2Q5cTIdNYprXNRSOAOlMlibi+28zfVzXPvEfUumy82xKrczwuLmxsZSQpLnfSqnhHpx28ELs0Kdhdr90n7fbnGnjLbZbY1Rlzi4FZ0zF7y64tPdBdbsVAqsXSox5OqHhrtYFHwqlq0PLUh8VZiezMmzcU11/grCwpqBjfSnmtIRbyLGwnX1/Ydn9xGqfM9LCkoZmesKHJOxL5i+rNGKRyqCxy64Wp9jPaodWDF968Yzr0pLnkXntBRfPX5MwellJ/3CKC0xVrLbBWYCjHtKsMka3PExU9rPec6nahQAoC7OVnwHr91iodL6M1zOcHJctrGX5+Q8Fdk6UzV4aynLi3Sw1uHlljONxtGFaoPczmvyao65SL1Jugd+U3DKmjovueWR3pEtvIa5/b1PtI7wSDu+m7qLxNaHmr9t5XbKWlBClbvJsDBJuBQutMzYW49TO9adcMtbPtfM4ZsQKj7RnJvjsFVkI5lMnqtIYl3cFaFNJ2yTx8lkytwPCK1hV/YwI53LexZ8AMU+yN2cspjCATKZMvdlrz/TVfwIq2ZQBXnBB+1v7ZBbDms/7p4kUxatprkShDpYkx4Tn1FZm2Ujt5fH/sXAUpVNCva+AvNG5ZuFgwuvoMJZbPsh1VtVS4b4632LFuWRtYstfOVyQlo3rHhxDw7ukT7PtiPaUXNfUP5KQmWwAvg0oUpqhxTQC7K+ZCvB9ezno3oAsDHaKnIaIZX03fDP9Fk2HbF6gV2+QYZSFajJse9yQGqoliib1I33U0Efs91OiJ5EP0/GnOHhP+1T9RGhkrte2O3bLeaYPueFvjH6EudRKauY9oG+3p7unp4BApFCA6B05N86w/7vteynLYKKewjkec8nseqBwS4W+XtlH+35pX9tXdAVeWHVgE6AyttIdk6l8AoCAAClI95cbDeHRXJrT29vT3dX7+DoBGXxuAlCle9pAd4zt6OfGfHwSHi+HaGf9P1NKdbTNrGvQ3TYD6j7V0wVdYRcG3ExFfTLUYB0S+7dJ8zSWokAi4XqcXK3qGViAz7NfNdmFuNYLAA0xS8n1IGMa0oHeCzuJ99U5jt0/n4jfXN3nNFRCdXb6c89Th4SNYxuW0ao4yV+onsPXwmvmP49+lPcxPcdPfWioNxNkee4TkjD1BVTezIceXcym0TNj5Lb9UL96Hq2y0HNC71JG8oP1zy2+cffBK2DUrHDHynrvwmhdqY6Se5ZtWUvv5ioiJCwiCEmv58MAEBqTrUV/Wn9toMi4uLCfNzKdmGF9Nac8fYo40O/rN96REjipADPyQuWERVTMXorQs9ybFnDcvSk2AkBQUlF5xctRBoAwGCuj9rhVRv28IiKiwoJCGjeTaVH9aV1F91Q3vjzJlZ+UckTx7lkTG6/bZ990VsBQp0Gn2EquovL/uXgnMKCND4y0Nfd3dUQYSnJIXAlsXGEnqeopInh/p7evq7iByYCh044xdcsVcL0vLomdYT7cnQTdfANmktcJ3yxUAkFTsitW6Xts+d+whAqg6/Kx4Xam+zAJ3rWPbFqYLCzIdldcNfOo6bPuikATdHayuIqnq86B/q6a+ONRNjWn7B92/6Bqga1KkCdffelZ02NKZ7KzHwm6YMA0BdjJcIlj8odxj1QPMj3+4TanGgstGnVJjY+sRMCfLz8IpdDcnEkAADqeEfeXROxjf9cveMAn7ZH/Jxg3J8n1IG3d5UEhLXpjWzN95FHeC6HlU4CAKUn1UFk7ZpNbHyCIsL83EfFjG++wC0+nlDld5r3kFJo61CWpSSPsHl0LwAMppsI7VK5l4mvj76ym/WifyW9qGuLRx3jU/B4Nw4A1Hw33gMn7VObaQBAXSTUncJGjxuA3Ol/jpnpoGXOJHQmO0rsOLakUDOd5PdwoDLwNeGmoiyyLmUkAGjxVeMUuOJXQ6i5IcB6wjBmOaES3nlzswjoP5tplB7OvK3Ez3M+Jfc9Woqf1yRi+pJpve89ZfewWMW0zHmnGEx3kN2wltfuef0S1XjqWFdNtL4E+9pVm9m55Fxjyxe2Cs/hWxAqjTSIq8x7mZSYEBcT5Wd4fNPO/RdDKwgUgMkhbPmblBcJsXHxz7y1uFg3HjZ+0jQCQCP1N73PepUYF5cQE+amxvfzBgmzxEYyAIx11xZlJSXEJ8RGhV8/w/rzfgnH5A4AoIx01hWmPk9MiI2NDUfLMu9kQnpnD5IASISO6qy05ITYuITou8Yn969h0bhX1DOVspUj1MnWN6Ziu+cLlVIZee2iKDc312HmdQKWsWUz2aC3OMZBmecYP/eun/cp2DxtWKpfZrgk9LyKsHksFgDGXtkdkzGOrFnQLkyuDLrC+iOLRkj+vAzGECqDr8rHhTrw2ll474Yt7EdFhI4d5eI65Z7aPEwDAGhOspDZ+dPWvfwigrycbII6d141fXgIHrUqUJ2dWS2ifXIw97bklv0mLwfIXTE6MiLnb5VTAecjfeB3CrUx5grX/uMat96UFuS+zc55V4odGJ8zfpDQXp7irXb4H9+z6gTPPE6fJdTh9BuybCz8115WVpSXV5RGGxxh4lT1rxoHgO5ES1Em9ot+r3Pe5+VkZ+VWNHWPLz4BocrvNO8BGf8OmMhASx/i1IrtIfe/NDlyXPNxFWGi+bEaE6v6lFA7nxpx7eSQD8qqqqgorygIPcW8Q9g4sQcAYKFQRXcK64dXAMBonrvIZubz4fkNaa4yO/mW6EOlDWRek9/NbpY+SmqJs+bdwudaMElu8JUTlrSMaKNBueMxlpNGyws1/64AG7fu46rp16WBtBvy3McuviosckTy8hrcb5m+1z1vXU/u3msd3zpd7tGwiRYiW9eIopLwy3czU0d76rPDLh/e+I9V0r75Hcvt+C0IdT7EFr8L27eJ2ed3L3yXyPMW375XzCdvYSP4wGtHof1MZ++VLjygM9NU9Nd96uH4hR8MRhqxbubVTVk0ersu/CzbXm6HRDz9t1jZQoWR9rrivLe5ObkJN7QE+Lku3M7tIwEAEIc7aguyc/IKMh97nhdjP64fVN43v4+YUH7rtOBeKdTzyrrK8vJM38sH+U+7PsttntMoNVQYcJrl3xxn/SoWFFEMoTL4qnxCDTXlKp+Isl14eklpUXFlfe/MM1AfraN4UtY+uqi0uKi4rHXwo3EW6UI9d7+FAiMF7mJMx9WuBd/RFea9GN4AAPV3pBYK9WHTJwo1SpODR8kl+0NfPpitz7+OWcmlbEp3nyPUofK7F3b/e90OLl5B/uPH+QWPcWxb8++fxX3yewH6EkzFWbmdiigfPANdqNJ3mgDGsl1kmNmu+IRdOycichnTRIbJWsw5Jjb1gEoyALSnWIhv+vu63Tx8Asf5j/MLcrGuXb1qi1oMngyAj11CqOUkAKD2JTtI7OGWs/ayUGARvprStzABtIHMawq72Q1f9gG1/bnhoc2SRt4BDmf4T1qn9AKQ8ux5WOcLdd6gJGL7M42DTGe930+PBMNFmorvEbIvH23DqHMeV71RNH1X8VGme5gkvYumeumxyS4S21cJG9MHb3+EiRIfvm2rRF1eL5TMNN+eUGE8xezAbzvOxLQsfMtqi7x8YA2rdWLzgu2Umgfnd/16wjRx0aCmlnvIjUw89oWL2oDeuwps3yAeXLkwJw+9thVYz6TpX0J/MleSUF+biO3msn8xVWYsqHSOFzvyrlu7Sy+1Y8GlTiSZc/+EOOKaOW80Fhn7+rrSjj3sR/iFBfj5+Y+wbfnPj2u3cRw3e1w6QAYA6C8MVj/4E4ey27t+8sJvYwiVwVflE/tQdcNKFg3eqY/UUpG/hKn55O+aEiqmngBALHtiKPnbT9t3IqUsEwYAAKrnCfX2xR2cWvFLTA1dVqjKbjnz95zsbasrbp5ONrXAXngLp4pnxWcLldaVeUOIk/1cQGEHHofD4XA4PD73ljDzr/wumQTacLK5OCv39ZJFh4121pQWluIGiTSYFqrU7WoAoDUGXTrKu4Ppl11aHi8aaQBDFaHnmNjUA2poQG2IMD54hN/kWW0HHovF4dra2isTLNk2bD71oBWgOx6F3M6/UKj0AnK8MVb3GNN/9rAe3Snk9KofAEhDuOrC9/WdwxSYEapBIp4EMJzqefrElvVbmFU0br6dAICxnLlCjUUhmQVt8uYWPMQKT6FtHPK3p8ZN9bw2P76PSyN6EIjZdhL79yhhqul7d8UaHN92GPWqcxyA0p556/TRjYKGgZVzy3DKZG9TcXFJXS8RgDrS3FBf2z39MtIUIr9jnaJH+jcsVNoIHtfZO/OsDGQY8/7CJONdNUgc6evEdszULvse63H8skvlfsUQeby7qXVk5gSV4RdZNrLoPKijUgex2F7C9GvqZE0ocucvXPpxPdTJns7Ozpl7RK64LrFp03H02x7S2FBnM35GQqMpDvybtp+4kd610mqo0F+AlmHjdc2Z/uHHu+pxPV0z/yu14l+/WcytYohC6OnC1s6M5yfFmPCs3iaLKRsGIPU1FxeX1vVOUGlkImG4p7urvQ2LxeFwxWH6h0Uu3E6u6hmZpAKMVMcYCK3jPOWQteQ8c4ZQGXxVPi7U7nhzdh5V74XjNgFqHp4XE1D2zv3k76KW3VHe9JOsX/UQABCb4rW2IBD/4rN9TVdaufvxrXulvMrHAGCg6KbSD6sPXnTzx2BCg/x9H7x41zIlPlJHnNmOTdxWqa2zQq2PuMC6aaewgf+DMExwcEBgcHhSSf/kaMVzb3k1E4+AYExYoKOeHNcuSfe4munyhlgWrL5xvciNoo9FLxlvCFbb+n+75KO65m7F3hLb/gObWXZ7V4o176qfhM3vhWAwoSGB/n4Pnhe1jgDQsh2Pbf77JsP4pkkAGC2/Kb13x3G3CgAAqHugzYpAIASuve2iAkBvqS9y9QYV/wYYKXQWXfWLkFn23Iap4VxT9jW/Ct/GT7YnWIqs4dBNHgQAGEt35N1wWCO4ePqKJlviUFsQCMRabuesCQDARRuw/R0hfDW5FwCgPw0l8stm9WjsGAAM5vrJ/oRAbFENLJkEABoh05x9y1HNJ1gKALTGWQn9YxOf8d3QMExIYID/k9dlfURq7RMTkZ1bZM29g0L8HXVOHBK4FFZEAICh4kdaR9YfVdK9HRwWcO3cMU4Ri0c1EzQYa07UYUIgfmbTvRMX+TA0KDAwMOhZPnYMJnBhp9av3izoUzcJVPyz29byV+x8Q0JDQ330kHzHuHWja5bz6bcgVGpjuKOp2nlr/7Cw0KAgF3VJHnEZz6xeAGJx/I3TUto3A4NDw0J9UdoSx49oBmUNAgw3R12RVbe74RMSHhbg6XhBiE3M4k7RKAC1yE3nirbBtaDw8GC/uyhFvmOq2o9qyAC98Xdtzimb+GIwoSEhN3VV+IUEbZOaSQCNWX7npS67+weGhmP8HIyQx9lPe8W3zOSPP1+o1NHmd1FPQv3czQS3/7hBzPCWz6MXmU2TMPrWxUlf1fQGBhMWHHjHTHQ3j6RJZBMVoC31geUJDfvA4NDQsFB3TYFjHCccn7cTASZaMKd+XbWF36dqZMF39MYbs/FrhJURAIDSU3Bd4D+I739VcXry7HFYSHBggP/jN+Vts80FDKEy+Kp8XKjDpZEOrgGpdYtqch25wd4efqkL26yWh9aW5mdueDejYxwAYKL95c1Ll23vFk69OeJfuls63EltIwLAeHtWwLlTijKy8oqKikgpMTX7oNypGaSUoZIIS1OXqKo5S+p0lzxw1pCWQSooKSkpyMnIyp9BP60bBhqpIxtjLoeUlZOVFD1tFZIxtxePjM/GmJh6pWCX6PGcx0jdUzt1c+cX8yf90epiHA0vu2e09ta8dFNTkZORU1BUVFRASomr2T/O7QSA+lgHPTXd8KJuMgBM4lPvOli5v6BPgaM0v/IwOo1+kEsf5jmKy7hnYBqY3UfuyQ0yuegU/H7evSYP5webGBgG1xH6y6K9DR0fVo4BABDrElxNnDBZcwZaTXbEOytpmLtmtAMA9BWEWamdcokpHwUAIFRH3zA2xxT1EwEABqseO1/Qdn9URwAAoBHrIu3MnMPy+6gAMFCR5KWiKIeUU1BSUEBKS1z2iK4dBgBSZaTZeSUxKUlJBXVjTOHsi0hfXoCNxkkxSVmkgrJDdPU4AAC1pyzaXlZBUUlVVVVVWUlBHimDROqH53VTaSM5965o6l5Pa58EAFJnwf3rGuLSsnJIaRmdOxmNH2oa/gaECtTW9GBL1ZNS8gpIGaSCsvubpqnZHyPN2Xd1ZaVlkfIKshInjYJSGuiVT+pYW5KLpoqspJyinOTJ8yjPtOlZwsTSiGtXFERlFORlJBTUrgRXjE61kHbmR169IC4pJy8vJysrdzW+tIeesSe6SjDmSrKysnIKSImTOt6PSuZm7pUg1J53gfoX5CVk5JWVT59SkpU8qYa+ld4PQG597WWuKiojp4CUllM85ZvVMnWpw41Jt3QkZWTl5RVkJcTQYW/w9HrsRG/mPS1NvWtp7QvHbfQXPLJ1DclsGQOAUWy612kVJXl6JlRUkJeVltTwjiuezbsMoTL4qjAWx1+RfGRR0uVX5v3EE/yOHVcA34JQVy4rQKjL8FkLOn9dGEJl8FX5ykKd6C97hDLVvnRZW3cW7SuXtbS8npd1rWBFE5vSn1zT1LykMyfdulc0NfRR1+ObGCGZVwYMoX4JK1eofyIMoTL4qiwhVHxJyduCguWCXXwY0lBtgpeLPdrW/uosDnZoW7vQjNoPrXv+Z0Nue5/ka2Nj6zCbbEdHexsbRy+/1ziGUFcGDKF+CUQisbm5mUT66Gj8/yUYQmXwVZknVNrjxzM1VAqFQqPRqJ/JR2KKfe7p/jg+mPAVnO7/HWg0Gg6HGxgY+B3ZkgGNRpuYmKDXUBk3kA4NGEJl8JWZFSoZoN/XF/72t7K0tNSsLCwWi8ViWz8f7HL8jnP9kSyb7pWe8P8RsFhsbW1tY2MjDof7s9Py7YHFYpubm2tqalpaWhhZurW1taWlBTcyQomIYAiVwVdkVqg0gMmwMPjuu8bc3Iy8vBEGDFYYzc3NHR0do6Ojf3ZCvj1GR0cHBgYaGhoGBgb+7LSsGEgkWmQkQ6gMviLz+1CfPoXvv28vLc0pLPyT0sOAwbK0tbUNDX1s3jCDZSCRSC0tLWQyY0TAHBhNvgy+KoxpMwy+GRiDkr4ExijfJWAIlcFXhSFUBt8MDKF+CQyhLgFDqAy+KgyhMvhmYAj1S2AIdQkYQmXwVfmoUP+IuaMLprwuMQP2D5nB+jkzb78kQZ9w7EcWP6J9NLEf/pi2zL8/nogvYokTftZs529KqF9295Y9em4uWG6npRfS+isLdelb8Qk/AUOoDL4qH6+hTuIL4kI9nBzsbFE2No7e94umQ4MNt+bG+7pec7C1QdvY2HsmVixcpnoRQ7WvMD437wQl1Y8sGBlBbEmP8/PyDsuoHSIDwGRPaSrmUWrt0MwkdCouJ+quAwqFtrW75up984ark4OtDcra+W5EySCM4XMT/dydHe1sbG1tbW3Qds5Baa0jFAAAYntGyDVbG5Q1yuVpZgMJoPVNuJcdCoW2dbjufvOmp/NVO1sblLVbQEL5ktEo5jHa/O7pTfdHr6sHZx5V6kRbfrTPLZertnRsbBnsUIAAACAASURBVJxDX1f2LjySNFSXed/b6/bT5NKFX0PpfofxvX0vNLVmcG6bQH95UqiXZ0x+2+xapbThxreJmKjsNnqRSGhOeRbkdTO+tnt2l8Gm3DjMs9zWRYFpaaSu0gS/W7cCHr7BLSxRCdVJT+9634p4jxunAsBI07vEsGdZ2EVhwsjNr3zd7GysUGjXwMS6OYvujtYkBl9HW6NQdq73MlpnNo805YXZ26BsbOwcnSPzFn3tzGk7CiM87VAolI3dvTf1H1r945sSKlA7ch76et16lNM5Nj+231jTm8ibHnfjytoWRHAiNGSGetwIeVncseAmEOqS7nrfDE2qXPjc9Bc9C/a+EfxmYfBEUld+wl0Pr6e5TbNjuFaOUGkdOf4BQY/f4Uhzc/xITWKIM9oahbJzmclFlGFcXsxtD2dHW7StLRqNtrENe10xtGTb2UjN80AHNMrGBu3gfv9tDwUAaEPNmf6Odmg0eurpvOrs4eXxJL2sb+ZuMYTK4KvyCfFQX9pwsjJxy2laWBtrnRdl51S/FVs1CQCN0TonmLfyKBlYmBkbKHAcktJ2TsZPfOitsD709Oa/IRCInZZpnfP260+35l+HQCA2XqIHzuzPv6H8E5MSZjaKJrX5zf3rRnpGhvpaUvv/+fe1B2U19I2M9Cycw4qHoTVei2Pdr/skr1iYGunr6ekZWHo/byFQKEONz66pCXMLqhubmWufUr3sElPY3vgm6KqhvrGh7nmh3X//+wYeFW0DIwM91I2IokUWXACt65nN5U0IxHo1VDJueiO5K96M+78/7pXV1jc2MtTX09W1vJ1U0rXw2JGGcK3fEAjEf3i0E+Y9vNS+XHeu7xAIxHrVkNrZcpfYcO+89GoEYoepf9VMkUhpijASWXtYP2UQAIBWESjNgkAgfhRyThmYPrLmmTnfz/vNkxZdC3Uk11PkBwQCsYrXq3iebqm46It7/4FAIPbbvOwiA0BrlNmJdRzaL+abn1CbiFbg4kJeNLIyVpMXPHDSOqZ8AABgsPKhqQyPsKSGiYXBZSk2TtVrsfVEgIm2DH8TOVVFQzNz83OCO/dwHndOrlsUAhBGmrLc1MWERBT1zc301VTOmGHysYv3muKbEmpXvDFy56r/+54HnYGbu0b9REW4nehGBGKrnPvzlrkH9JdGGxz4GbGGTdolY543CTW+Chxr/vvf35T8mwhzn5v+N04X9q35HrFXL7py7m0hYZNuK279P8RaAdOns9EVV4ZQx6vivfT4NyEQ/zqESh2ZyfEDlQ9NpXmEJTRMLQwvS7FyqjrG1E4CUBritLm+++WAlI6JiaG+vp6e/r3nxQOLhErqKg7XExcWENOwsDAxUDi04/hZhwTsGHWk6dUNEwM9PT19fX1DY0uTc8JbfvgPn8XT2SDtDKEy+Kp8SjxUOx5JvfASAgDAZJnb8a1rj5hmjwG0RGspy18KbwAAgIk3ZkK//CR4633v8l2vtLrwK/s27mY9sJNb/UHD+GzRgIs0kRZl2vbLFv7LwbVTAcYvbD2g9rB5WqhzipGxbOeDLFIe+XNKkIZn6ge5lZwXBhjvyr0ns3GLakA9AACMFmdnZxe2z3yKjTVjYVPBNM1J3webiCj1jy4oyqhqXBCXO2cbPR1jh9IRayLGctSp+CMBxmtDtQR++5Vp91EhrXtls7UJYk+yLd+ew7t3/sJ2Jax2Zvtknquk5CktbVVeKd2QgmmzUVqiLWW28ZvT46FO5NyQYWPbuWv9Pw+qhBZNxaepi0WLbT9mm7yotk0dfHdDdcfanXsO7hM1f94ze6W0qoDzfII7d/y8TcrmeTs9wDhKdtsx41dzbjCNjItQP8py3OwVPeZOc4Im624u3aRJoNYGXj6yS9gplf4OgbuvyrGBy6lomELE56bERNTSq7n4pxdZ/75d+V4lYUGyyIU+agc287m/p5dw7WnP31Zjl41Q+w0JtTneXEVSw1xL5dCp66+aZ2vzY9UPjJSU9C5qnlTWvJYwG6mJNlQaZCynqmigdkZO0TNjTn1zJM/3AlJC1/SS3FGt4Lrh2XzWme58VkrN9NKZoyqWEWWzMe+ILfFX1RTVz+pIKp0xeVw1s30FCJXak+UtsXMjh5gUz/49/I6pQ1NiI5X7X+JkFnZMpYsNe1/10Hquq8UEgJa4yyJMct4fmcXXlojm3rZL5xH96Sbl2EpuWCUXXLYwDmB/Auogs7hN7GwjCkOoDL4unxZgXPySf24PAACMFt5U3sJ26mE7AC5WW1lWzb+Ivhshy4lzx1GjuKZFLYUzUCqDtbnYz6Ovn+PaJ+ZbMt1CPFbldlZI3MzEWEpI8rxP5ZRQL247eOFR8+JgXtTul/b7dos7ZbTNbmuMunSYW9E5c8Eqpfh0d4E1zEqBdUslhlz90HAXi4JPxbL1oQXfWxmmK3PyTFxTfYCCkJBGYCO9mkfpiDcRY+G6+v7Ds/sIVb7nJQWljM10BXlk7AumL2u0/KGqIO8FV+tzLEe1Ayumb914poOM5Bl0TkvJ1eM8Ck4vO+knp7TEWMluF5gOMP7OU4INaXDHx0xpP+c5n6pRAIC6OFvxHbx2i4VK689wOcPJccnGXp7zyOnI1ulyeeCtpSwv0sFah5dbzjQaRxeqDXI7r8lcoZJ7k3QP/KZwLXuqiKK0PNLj3MJrlNff+0TrCLe0Y+7UXSS1Prz02zYup6z5we6g3F2GhUnCpXBhETeW46HK9OsJ97zlc80cvhWhUptjtbi4L/q8eh9jySNvm9w0/XuP1QVcFOFXD8jPDz0jf/Zq/IxQx/N9NLl4dKIKM9y1ZeVd38zk5KF3t6X2nbBPyHtx5wLXRd/aGaF2Z1ifPCbvlFiQck1YVv9x6fSdJXdGmkgek3fNKo3VVlE0fLiyhDpYnR6TmFlVl20jt5fb/sXA1HU2BV04zC3l+G6qSCBhH13auo3btXCShk3SEtgsejVtkkwiU5Z94e1KdRI6ul83AgsAAMTMa+I7jhsmNc7v+BjIdhRn2S3vnju3a4ohVAZflU8TqqR2SAG9IOt7aSW4nv18dA8ANkZbWU4jpJK+W1uUPsumI5YvsMuvvU2pCtTk2HfJPzVUS5RN6kY+vWwYzXY/KXYSnZSMOcPDf8an6iNCJXe9sNu3W8wxHTdbFW6MvsR5RMoypn2gr7enp6dngECk0AAonfm3z7D/ey37acvAop4x8rznkVj1wGAXi/y9smXrQ/O/tjboirywakAnQNUdJDunYnjFGAAApSPeXGw3h0Vya09fb293V+/g6ARl8WgIQpXvaQHeM3eiowyPcUt4vKU/0+T8m5Ksp9Fxr0N19h7U8K+YKuoIuShxMRWb5BGAdEue3SJmr1pJAIuEmuMhulvUMrERn2axewuLcSwWAJrilxPqQMY1pQM8FvdTbqrwHVK730jf3BVndFRS9XZ6kufJQ6KG0W3LCHW8xO/k3sNX7ldM/x79qe7i+7hOvSwsd1Pk4dMJaZi6YmpPhiPvTmaTqPlRcrteaHCtZ7sUtOhtizaUH655bPOqrYJWganY4Y+U9d+GUGmtj/S4j4javeumtkZpH5CxTWmmN/mOl4Vp8u+XvFNAptX4SEudmRHqaEXQ2QMsF/1biUMFV9UlZGeESnjvKr1bQPNpy9jQmxvKB9X8poXa9dJO9AivbkIrrfeV9REJg2mhUlpeoE6wctsljwDu6TmknMHKEuo0+AwT0V1c9i+nen6Hs22kjvLOyUW9mY58u5gtXgxQ2jNtT67+dTuHiLiYMB+3ytWHJf00WDTciEaqe2avzLme3+bhQ397PZ6fBKziKwjzd8LH23DvO2wahZ23lSFUBl+VT+hDTXbgEz3nnlQ1ONzZkOIuuGvXUdOoHgpAU7SOkriyx+vOoYHuungjEbb1J+1y2j/wuFKrAtXZ91x61tSY6qnEzGuSPgAAfdGWItzyqLzhtgcKB/lO/y6hNieaCG1evZmVV0xEgJeXX/hSSB6OrqDxjrx7pmKb/7lmxwG+Kx7xc4Jxf55Q+9/eVRQQ1n7WDgDQfB95hOdyWOkkAFB6Uq+KrP1pMxufgIgwPw+XqLH3c9zi4wlVfqd5DymGYoezLCW5hc2iegFgKN1EaJfKvUx8fbTWbtaL/pX0e9cWb3OMT8Hj3TgAUN+78R44aZ/SDABAXSjUkzuFjR43ALnT/9zOHQctciagM9lRYsexJYWa6SS/hwOV0V5z30yURca1nAQALb5qnAJX/GsItV4CrCcMY5YTKuGdNzeLgP6zmUbp4czbSvw851Ny36Ol+HlNIqYvmdb73lN2D4tVTMuc0mww3UF241peu+f1S7xs0ca6a6MNJNh/Xr2F/aicS0zFwlbhOXwTQu1Od5dWkPbIGgSAtic6BxWvZXUBABCxry3VuM/5vgcAKPeRlbvgmtIFADDRGWkvwmvg3woAE0VOmlKK3nn0U1U/0uFVvpTQAgCj6Z6qhy9j2kgAAIOFgaeURVAJeAAYfonikjWLqZ0EAGpvsYfOMUnnl5MA0PJUTVHJLHq2eXPlCHWy9Y2p2O5ZoXanGJ7g5TGJmGl06n9/A7mH1SqujUoebatIT32ZGBefEO2peXjPpqPmz1qXzCJD75wlDm39ad2qH77bq3ivfMFjPdnko8G2XkT3Vff87QyhMviqfFyoA6+dhfdu2Mx2VFiI5yjXUVW3lKZhGgBAc5KFDPOa3/byiwjycrIKaN9OaRxfdP65UKsC1dmZ1SLbJ4dyb0tuOWCS3E/ujtGRETl/q4wGWF/pA79TqI0x2lwH+DVuvinOf5edlZ1T2jowPvspZRRflux1nuMf37HphORPP4yfJdThNzdkWVn4ryVXVpSXV5RGGxxh5lQNqBoHgO5ESzEm9gs+aW9zc99mZeZUNHYtcRcIVX6neQ/I+HfARIaN9CHOK7E95P5kkyPHNR5VESaaH6sxsapPCbXjqRH3Tg6FwKzqyoryigLMKSYmEePEXgCA1oU11J3C+uEVADCa6y68ielceEFDmpvMTr4l+lBpA5nX5Hezm6WPklrirHi3HHctmCQ1+MqJSFlGtNGg3PEYy0mjZYU6ln9XgI1H93H1dA2zP+2GPNexi68KixyRx3gNHrRM/8S9b11Fd++1jm+dFioNm2hxYuvqk6jEtuV71ykj3XXZYZc4Nv5jlYxffsdyO34DQu1JR4vzHlK78bqqrqKsIMFNhUVYJziztr23JdZakYlDA1NcXV1RURJhIygkbeDzuqlroO6ZDefuExaxuVU1leUZYbryAiLGmCpsT3/lk9OHuU7aPiiqqakoTgswFWOTc3hZ0drdU+SlIrgXafuyqq6yvDzdR3O/wLkbccW4no5szwssB1Ruva2oqawoi3OWFjl5zjOxtq1vnAywkoXa/8ZcjPvYnFzUl+MmumevdVzLgproW3eRbfulA4sWLj852ZR6/eIRUT3359n1ORgjGcG9+674l3XPXCmtI92Nn3mn8s3chU0kDKEy+Kp8Qg015SqfiLJdeHpJSVFxRX3vTC6tj9ZVPClrH1VUWlxUXNY6+NEHlS7Uc/dbKDBc6C7GdPz8teDbOsK86uH1AFB/R2qhUB82faJQozQ5uJVcsj80qGgwS59/HbOiS9mU7j5HqIPldy/s/vc6Jm4+YQF+fn6hYxzb1/z7Z/F7+b0AfQmm4qxcToUfGZRU5Xea94D0nSaA8WxX2Z1sV+6FXTsnInIZ00SGiRrMOSY2df9KMgC0J1tIbPzhVxZefiEBAX4BIR62tWtW/aYWg6cA4GOXEGo5CQCovclXJfdwy6G8zRVYhBxS+hYmgDaQeU1hN7vBy16gtj83PLRF0tjL3+GsgCgqpReAlGfPwzpfqMapc8xFbH+mcZDprHf+VElGw0Waiu8Rsi8ntGHUj/CpehZN31V8tNkeJinvwqmKAPali8T2H0WMQ+sX/5KLGsYnSnz5tq0Sc05bbgLTyhfqWGm4mfT2nQd4BUUEBfj5OHZt+Nd/f2EXPevyOCVI9zAbCwevkJCAgBDvQeafVv+0iY1L2zc5xl31BMceTj5BASEh/qP7t/7606oNTLJoTEzYtYtC2/cc5hcUERLg5Wbf9ss/V284etbS72mkm+pO1r3cAieEBPj5j7Ju+c+Pa3fxSqPvpz224uc8sI9HUFBQUIiPY/e6n3/6ZTu7qktU7SDAyhLqaxOx3Vx2L6aESqm+d+Ywr/KN6VxE6og2Zdkp5V3Us+DA1scX967ZZ58yvw2I1hVvd2LrHtHbUwMVx5uSrPYy/aYWVDbVsz/ZGHZl789H1BPaYSHfjlDr8jrCrTLDLTMYfyvuzzozzquANEGGT+5D1QkrWTR4pz5SS0X+EqZm4fZlmRIqpp4AQCx9bCi55aftzLJSlgkDAAA184R6++KOw1rxS5SsywmVR8Xt3fw9ib1t9cUt08mmFjgIb+ZU8Sz/bKHSujK9hDj3ngso6urA4/F4PL6jPfe2EPM6fpfMMdpwsrk4K8/1kkWHjXbVlhWXtQ0RaTAtVKnb1QBAawy6dPTYDua1u7Q8njfSAAYrQs8xsakH1tCA2hBhfOAIv0lUXVd7Wxsej8d3VCVasm3crHq/FaA7HoXczr9QqPQCcrwxVvcY03/2sBzdKeSYOgAApKG2muKCxs4RCswKNRFPAhhO8Tx1Ysv6LcyqGjffTgDAWM5cocaikMyCNnlz64nECg+h7Yfk71TS3/B70iyO7zuqETUIxCw7iX0sSphquh274gz4tx22ftU5DkBpz7x1+sgGAcPAqrlNvVRiX0tpaVlDLxGANtzc2FDXM/0y0hQqz/Srokf6wqFL06x8oVJIE4Th3t6uTnxbGx7fmHn7LJuYcUQBtn9kYpwwMNDf1d6Gx+Px2OdOJ0TlzcPedw+OjRGGhwe7O/F4fBseXxJroiIshopq7xseJRAIwz3dnR34tjZ8c+EjlPReZbecxp7B0Ynx0b7eHvpX4ItCdQ+JaPq9qu0dmRgnDA70d09l0te35MUlNO9ldg6MEqkAK0mo0F+AlmHldc2Z/uGHU2xE9+5RwlTT81x3vOHxHUdsMrpHhvs627pm3lV77mvtX7fnzOOaEaAR++m5aJIGpGZfdeZ/7z2fOPMa2XBXcuv68wHF9Pe/0cqws3t+ETRKWGJi3Lcj1GT/0vPr7nmqJjD+Vtofiv+xwd7QsSEifIpQuxMs2HlUvTMX5bmah2piAsreuZ+cJahld5Q3/YT0qx4CAGJT/OUtCMS/+NB0P0C5O9/WvdJe5WMAMFB0U+mH1QcvuAWEYUKDA3wfvnjXMiU+Ukec6fZN3FaprbMFfn3EBdaNO4UM/B+GY0KCAgKDw5NK+idHK557y6uZugcEh4UHOuorcO2UcIudabQklgerb1wvcmNR89FCxhtD1LZ+v1Pu2byBq623xLb/wGaW1d6Vas3748/CFj4hYZjQkCB/vwfPi1pHAGjZjse2/LDZKKFpEgBGy29K791x3K0CAADqHmizIhAIAafsLioA9Jb6IVdvVPZvoI0UOoutXitklj231XjonSn76vUit9om2uMtRFZz6CQPAgAQMhx513NoBBVPX9FkcxxqMwKBWMvlnDUBALgYA/YfEMJXk3sBAPrTbE78skkjGjsGAIPv/GR/QiC2qAaUTAIAjZBhxr7lqOZTLF2oVsL/2MRnfBcThgkJCvB78qasj0StfWIssvM3WXPv4BB/R90THMcvhRUSAGCo6KHWkfVHlfTuhIQHXjvHy3nC4lH1JA3Gm5N0mBCIn9l078RHPsQEBwUGBUXlY8dgAhd2asOaLUI+dUSg4p/dtla4YucbGooJ9dFH8h3j0omqXnaFjZUv1PlQ6kPO7TphlYZb1HxR4CkgJIeOb1u4vS/LUplPxClj4XZa18ur4rtVfZoWdSd0xRrs4dd6VL6oX7EqRP7ESe2H9TMbVoBQqaPN76KfYPzcTYW2/7hRzOiWz6MXmQ0EgOGiB5c51x1V0r0TEh50/fyxwyLmj+uoMFkU63FGWud2cAgmDOOLuix2nEsrJLufBjDegjm9ftUWAZ/qcQBKY4qbGPOBE2ccA++HY4IDrWU4eUWNk7AEAICJ1sd6BzdslwmuXurCvx2hpgSU2gg8+bNTwWAJipObjQ6EjQ9/mlBHyp45uAa8ql8kns68kFuefq+aF25fFlrba39zo3sZHeMAABPtL29padneLZwqP/EvPawc7qTiiQAw3p4VeP60kixSQVlRUU5K7IJDcO6UzyhDpZFWZq7R1f2zLYY9JQ9dNGVk5RSVlZUU5WWQCmfRT+tHgEbqeIuxkJNDyiOlxM5Yh2S0z6l0kfHZYWZmXqnYD/f7AgzXRdirW7i8nD8RhFYf62Sk5Z7R2lOT7KamKoeUV1RSUlKUk5K44PA4rwsA6mMd9M7r3S/qJgPAJP7VXQcrj5f0NidKS5qn8Wnbh3n0ZYFGcRn3DM0Cs/vIvblBJhedQt7PqzWTh9+HmBgaBdeN9pXF3DRyelg5DgBArEt0NbkeljVnoNVER4KzkoaFa2Y7AEBffri12imXmPIRAIDRmhgvE3NMUf8kAMBg1WPnizruj+sIAAA0Yl2kvblzWH4fFQAGK557qSrLy8krKikqIGUkL9+Irh0GAFJlpLmakri0lKSChklY4Wwa+/MDbTRExaWQSEUVh+iqcQAAak95jL2soqLyqVOnTqkoK8rLySLl9cPzuii0kZx7VzR1r6e1TwIAqbPggbOGhAxSXk5aVvdOxhKN/LN8a0IltmUEWt+IKOte2HNHqn/u7nE3qrB74RGD1RG+rjfiKhcamNhfEnMT5fuqfXxh/3Jv/kO0G+Zt68IGJBo2866nV1j2rLNXglB7cwIN1BUkZRVUVE+fUkZKiqqhb6fTG3b73gegNUXFpZBIBRX76Gr6C8JwY/ptHVkZOTkFRVkpMVPMm5ap3D7Zm3nvyiW9a/RcBEBueO6vLyouq6QoJ4uUV3JNrZsqr6gDlQ+sL1h6v1563ZZvSqio44//7FQwWIL38Q3GBz9ZqAxWHksv1jpv26cukvuHrJL8lb76WxPqcvw593wFCHUZ/sQ8+K0J9bPWvmbwx/D/UagTfaWPUKY6l7V09GbQ1dHWuqLtlVTWtYIVTWzKeHL90mUtHd3ZhOtpX76kb+OS0MQIybwy+KsI9c9h5Qr1T4QhVAZfzEeEii8peVtQ8MlVnHkQh2oTvV0dbG0drs7iYGdr5xCaUfuhdc//bMht75N8been+6q9ra2jt/8bHEOoKwOGUL8EIpHY3NxMIi2/8sr/IAyhMvhilhUq7fHjmRoqhUKh0WjUz+QjMcU+93R/HB+OdraCE/4/A41Gw+FwAwMDvyNbMqDRaBMTE/QaKuMGUqlUGr3GwBAqgy9maaFSAAb8/OBvfytLS0vNzMRisVgstvXzwS7H7zjXH8my6V7pCf8fAYvF1tbWNjY24nC4Pzst3x5YLLa5ubmmpqalpYWRpVtbW1taWnDDw5SIiL+qUClk6kjf+EjfOHGcPDowMdw7PthFSAst78PPrmVMo9JIk0uslEqHTKRQl18/eUmKk5vLX2M/vt9fi6WFSgOYDAuD775rzM3NyM0dGRkZHR0dYcBgxdDc3NzZ2cnIlr+D0dHRgYGBhoaGwcHBPzstKwYymfbXraH24Uej3fIw5umu8rGBBmkR197lJzZ6qMS3lM6OLa/Kart5LmmSsESfFnGcfOv884r0JdZR/QBPHHJiPd5/YIeJURKuatGyM38I4yPEBV9NJlJaK3pJkx9elOfjLN+H+vQpfP99e2lpTmHh7+tDZcDg/x9tbW1DQx+bN8xgGUgkUktLC5nMGBEwh7+uUOkMdI66KcbV5OABYKCDcPvi85bS7qHuMQqZCgA92OGCpCZ6NXR0YGJseHZ+F5lELUhq6msbAYDJcfJwz+z0QiqVRiZOSYh+HgCg0WhkIiXWI//FvWLCwMT4yOzYt5G+8ZH+CfqBxSkt7srx3S1DMxojk6j0KjKNRqNSps5G/5RKpQ11j809FQDMfDWVQp3pqqOvUjQ+ShzqHqOSqQBApdBoNJggkIZ7p1JekNToqZrQ1z5K35lGo7WUdTvLxtS8xU8QSPRDhrrHxj8WomMxjGkzDL5JGIOSvgTGKN8l+KsLta99xPNUQjVdqJ2Em+eSIq69w5hnhJi+mSCQ2usGIq+9IxMp2U9rggzSHtu/7WiYer7IRMoz5zxsZW9n42CI8etQszf5iY0UEhUARvrHA/RftdcNAICPVkrmo2oAyImsfelX8sKn5Jba88jr7+5dSq7MwpEmyG8ja5865gQZpr30K+nDj2LM020EnjywycJV9QIAjUZ7gMosS2sFgGi3vCcObwGgNrf9gU1WH34kwinnASoTY55e935qFQAajRZq+qYutwMAQk3fJN0tAoD3cfUx7u8b8jsir727j8oMs0gnjpMb8jv9dFIjnHKCTd6kBpVNjpMx5um2Qk8foLKaSroAgDRJjvMqsOZ7FKD/qji5Zah7LNwqM9wq00crpSCx8bPuM0OoDL5JGEL9EhhCXYK/vFDxI56nEqrfTgnVRS7mXXQdAPj/P/bOOi7qbP//fH/33u/u3bu9bqlroqLYopSSKgiItIUoBiLdHQrSjXSDdHd3d3cNMUMMTAADzDDx/v0xgIS5u/eufi+vx/kDPvOJ8zmfc87z5PutlFed1ItoQXs+ypkenXW4kdqcN7Q4R5ocWrFIt0j2fJjTXYVKda0P1S+hkKnjAzh675BGpYXqF2f7NBNwiwbnI0P1i5eIlBDd4pqUvjS3Bl+VPNICuTalz0sxZ36G2FOFmplaGG6bshFPmhqdHemY9niYTe8j0pXsWBttUTE/Q3SWTbeRSCYtkuOtqzM8GnN8m8ONSwl4YkVcj7V40hxu2bttqF5xrn8LmUh5diXeSzEXAML0i4vC2pE9GFQPdmZqwfFmT1HxowAAIABJREFUWnvJSEfZqJVo4tTI7Bx20VYyBYOaQ7RMeinkrE2/qdEZlzsZE4N4AAgzLEl/0QgAg02TNhJJ4/0fUM9sAXVLn6S2gPpHtAXU1+i/CagY1Jzr3YyxPiwARJmXp7rV9TdMeD3OIRMpFXHdjjfTMr2a5vHLo75Li2RvxdzemrHxfpy/WoGvSv74wKuiV5XYE2Fa3pyHCNIqijIvRzSjfZXzFmZJqS71Ob7NANBfN+F8K31hllSV2BugURBpXm51LRE9PDPUOvXiQRaR8CoTIlrQvip5neXIUP2SIK3CwabJMMOSznJkqF6xl0JOtEVFuElp9LMKwgpQG7MHQ/SKWwuGo8wrXhqXDrdP+anmTyLww21TwVpFEWblTwXjmnIQ7cUjQdpFADCPJzreTEN2YQabJj0fZZPJr7g2OYR3lk2fGMSTFskucpnILgwA0Kg0j4fZ7cUfMHn8QUD9T8ykbsglr8k0/5H53A/JrH8kQm+8lvbWU2jr/nxHZDf+/GbbSm++zzvsMX14Erzmig+qIP7LgPr6pHmPFHv9h/sUgPo7i9Xr0uT9bvVfBlSXO+nD7VMAEGFaluZWTwfqPI4IAAtzSy8eZMVZLdtmpwO1vXiEPiWZF9hiK5m8OsmKHScEahYGaRU25SLS3BvCjcuiLSoAINmxNt29AQB6qsY8HmR3lSNtJZMJOCIAON9OHx/AIZrRLx5krY3hwiwpULMwyry8+GVHYWhbpFl5lHnFwgwpQL2gNLJz+aQ1b41Hz/up5gdqFTZkDub4NgdpFcZaVgKAs2x6Uw4CAHyV8+ozBtpLRvzVCgCAgCM6XE9FdmMGGiY8Hq579CQC73gzDTtOAACnW+ntJaMAsDi35CybsXbp1jv1YT1UErI+Kdje8qmZiZGR8TPnsIaVhVIzw1UpXjaW5iZGxsbG5o5pbe/024Lvzgv2dHHzy+iZ2bAyYglRmOzj6BRS3I0nAwAR3ZwXFJHb/eo06nBl/AtzIyNjEzMLGydnB2sLMxNjIyOrFzFNOFhAVqZ62Vo9MzU2MTUxMTY2tfIvGJ6jAACQUMUBliZGRoZG1jHFfUsAiIIwJ1NDIxPTp89tnZ0drJ6amhgbGdn6pra+0Sb7qgiDldHOduEFHbjVD0wljtYleLpYPzUxMTU1NTE2MrIKzG/fZDd0aaa7OMzZyTUqq3njYyiTlcFerh6BuV24tYVlujU9yMkhsXZ0cfUQbaa/PDU4rmyUuBybnFhfJ5fk7slXp+AGKpODYyuHF2GDaKTJ5lQvVxef8MLhjTXqfFd6lLuzS3T18AINAGYHKtOC40qGNxqghaXBPE87UyMDQxNb37SeNUZ3Z7vSAq2MDQ2NTK09ihGvDg9Uh5gZGRkZmT61iq0eeVNFTkbVxTiYGhkaG5t6FPZOv2Vg5FMBKm2iKtbd1MjA2MTCIaFpje+cpbGKaEsTIyMjIxML78xeHADAIroxwvG5sZGxiampqamJqbmFjb19SHrp8Iq5e3xzpKulsZGRkZGFU3DZCA2APNmeF+5gbWluamJiYmxsYm4ZX4dc98mXJmpT3O2coirX9Co+DqDiq4LcnhkaGhmbOgYn92yy3ExBloZ6OLpFVU2uWi0mIksjLUwMjYxMn/pmt7+pkplszPUyMTQ0Nja3dMhoR1MBAMj4wRKfZ2bGxsb0wmn69Lm9o31UUcv0ar3yfx2oUyMzFsLx9MW606Oz1uKJiJZJAAjSLkywr+6pGXO/lznWh01zq6/PGAjWKSoKbadfuLRAdpXLaM0fqk7qLQprzw1oCdQsoC/eAQCgQbhJqc65l4sEUl3agDJTYGVCLwBEP61ItK8BgM4ypJ1kMrIb4/kopzymK86qyvBC5PgAbho55yCTUhLZiUe/+vbp7g1ap0MHGiZQvVi1o0Fpbg0A0Fo07HInvSK2uyC4rSKue/VkGg3CTcr02MInBvHN+UPKTAFVib0AQO/IViX0aJwMacgabMkfevEgGwDmsIsWQvGIFvT06KzjzbSy6C76CikAmJ8hvXiQnWBXPdaHrUvvd7uXWZXYG2FSFmddTZ8tfk99GFCns4xYDu9jFXuga6jxSO7ykTP3XBLbSQDQn6B4cd8udmk1XW0NVYlTJ4UeP89ELr7tg/cE39jxPwwMDPv18sbXnTddpM+1jYGB4deHdMeZmFoH6W/3SQX3ryY6dbAwzEpDRV1dVUHo+Gd///6k6ANVDXVlPeuQxlkYSn50+scfjwk91tPSUFFRVlbVc8lAEChUXH+sxR1edh55DW2dJzdlHlol1KH6C/2fqaloqCvJ8Rz4299/Zr+uqKauqmzkGLPJ+eJG0cZjjR5uZ2D4Uc4ga3U8gDyRosX2xVdHRRVVNTTUVJWVlfTc0hs3tW5m+0If/cbAwPAFm2LKusJLm6q0Zf1/DAwMP18P7H61fJvU5yEr8jUDw15N747VKpEyEKPG990ZlRwcAACtzU/kEAMDw5c8VjnYla/fFavD+f1xnbRNC9Ops1X2fP9gYGD4itOpcV3dSx1OuMf8GQMDw3HDzHEKAAzFafFvO6WYsZ78hO5UI3FWVlF5dX0NOXGeExf1E1uxAAC49pdaImy8Qve19dQeCR9hkbFI6lkCWBwp8ta4dl1KTVtXV5aH8dCZ88+zeja5AITZgRKbe5d5+CVVdLRV5WRuagXXbLLzvqpPAqgkZIXLTXauS2JKBtpKQsd2ct9zKxmjAMDcYPrTGwJsbLe1dXR173AcOidwz7dlmkjC1Pmb6yorK6uoqqhp6Oo8EmP+9rOD1+1bFgEA+rO97guxi8srqGuoKWmZe+QPAgC+zEHk4N/3XrihpqOpqqKsoqETVj60xsnD0lC6m8Rvf2P4gVszqnP16F8PVDK+PlLt4bXbCmrG6g9lzu3712U9/+a1WZWGile+sufLv/+N06ycbvWegEg3leQ/x3ZHT19Plmf/Ge6HgQ24TeuUCQNp3rqi12/r6OhoiZ/57gjP/diuWRpQcH05jppqysoqKqqqapr6Wnf4tv/jn5y6Ucj/GqAS55daC4dxE/P0v9uLR+awiwDQ3zAx0jE1M71A77wimtF5Aa31GQOrF1Ip1K5y5Oz0wjyeWBLRWRjavrpclq7h9qnGrEEAmMMs1qX3z04vAsBQC5q+NQU/Od9aOAwAqB5sXkBrXVp/e8no/AwJADpKRwtD2zGoV8UcPTxTm9a/MEuiLFEbMgcnEcsr+fvqxnMDWsqiu4iEdea9xnqxtan9VAptiUipSuyl95tnphaKX3ZUxve0Fg5jUHPYcUJ3FQoAyCRKa+Hw7PQCAPRUjeX6t+AmX7F8pGM6P7h1qBVNj1iuf0tlfM/qQuL31IcBFZ1pyi6kHNJI94XUbHt+17azWuXzAIgEBWmxR6F9AACwUKjFt+07HtfaqTeTndYT+vj4LwcPH2dkkw/vW+M3YyRWU+Ty3t+27eRSCOhe9od6d9cJufDBlTdfk43my6xPMgnb16xp+PfFyZ9kk3petuF5E1Weott/u+5Dj+FcQ1lZWf0rnzFDidpMzDLB/Wvi99bMSumNuCspev2BnKCYrEkCYvlcyliSpsChcxYNb9+MQOgOesy186e9B87xKni2vModpKlskwuHzhxg/JH5cUjXalVHrLYRvnJTQfEGp4hyYO3Km1IQCXpXd3Pp0P3dLVY6XT1yZP+Bnz8/KRPUsNxw70k2FtjNYZK1qbdNxVU6Xd/7A+Ohk8cu62ROrRlc7vSV5eTZv+f73ULG6Si6g3FD0d0c6xyM08ij0fKsTBe0clEAALTBlAeHD7IppROB0uP/6OwBvmc59CppOOzG6V/ZLBpmyKTRqpzE6G46u0dj7jH9fY+0R8dGJ2OUes+7J3aet62mJx8qP728Y3gW3qBPAagz+c+v7tlx0aVkFgAAXabK/+u+O74jZFhqCxFl/EHQanmXXl/Aoz3/y2actdFZ01KNt/AhNlmvFhrAUm+C/KmTgoaJ6z0dAbbUVojjpFrchsPLIiFSn92VuHf7iZDUTc3IjtXjfzlQaUv45hTfgg56ViHkmrD88NMJ86JXjeb+RE0poQe6CtKnbloXjxABKIgME7afd93xpDtdRgcpH/2eXT61b+MrzPWXlJVljtIAABabnK7s+IrbOHtiU604nWp0ar+gYdLQq0P/14G6pf+APhCoWeacgg99qugduNl6F+mdR26EowBGkhSlr8n5NNBPI5RasOw9p5Y8sGmkcFWUjgBF1iN3jK3unDsm4NW0Mngz32F7i1dQR0NDmO/KHc92OlDd7+0+eTdicLMzLyo6y+zYQUGLYuSrY/3xD0+zSVqVbLBSiiyy4/5uv5RfN7xG5M5wtQNMEp5tb+wPbXhue4jy1UuyyYO9vpJ8vPf9+umooIylaAkcZn1a8w6gdnjducIjrKGjzM0uYlq78lpzreEyPJx3bQxkD59V9GtbSbqF4qciQrdNKhFNTy+wS1hkjdNvTkEk6ovu4V5xMF7pcOXINdUXXtrSx1lue3TMAQD0JJsI7uU0zd4EVBqm2PoWy+lHRmbiLGduxK46k8WW6YlyXjM3fMLJLqaVMEIHqtG1PZyaeWvIRZ5KVzq+U9KydJntFESk8tkdnGpVmKkohbPsIhaVy6lIQoQ//G0Xq8VG77mttleZ9glZ12+M13yF/Y19P120rdo0Rv06fQJAJVSZify2/aplzXKrYLHWQfjASeUcNFB6425z7hZyrKb/0B0oz3RG0rt6/VgCsT/wAcsuVpWUCSrAUpX9tfNCetkDROoSiUR6lcMwJTaCZw/f928lkUhLG2zZLI3HaghxSNiUNScpykiqhX9EQF0valeC2tEdZ7RTlodzyL2x91k4FPyLqmK1WCXMC0YpANMZJpzfHhYO6lq+BpOtz3bwkkXeWxeMLBQonfmFRzMZuaFIYsqeCjIdErerWttg2wLqlv6wPhyoQoqBdfSKbDpbn+dn5jvxaIDhREUZsfuBy2Puo/EqTDvO6mUOvdn2NqXD98HpYw99coMVLh0WdqyhP2Cu3O6iwCXj9OzgW+xctzw73gFU8kSm6bGDAs+KRl71cPsTHrGcFdFPQuEw02j01BR2nkQBAMpYrest5i9+YL6p69eAnl9f85A6XqoeYBL3aHnnzC/9sd3+jyX4rvtOALS7X2NmkQxtnQcAoIyl6AgcPK2bPTw1PT2FnpjCzy2+xpYXocPrJjfnLfeEeDV29isOFXT+kGtdhJhuGiUXBCkePXHfp225qiNUGQoKyBhlzwEU67Mf4tfOp097bgBqhf3lg5f10/qR+ToHdx7STBoGgIGUNwEVW2wpdYJdNyzbVZrztFzYcsd8Ilnj3JUbbkXp9pdOXlZLGH0DUBeavC8fPfM4rG3le2BybQWPnbueWd9qI8l+4Ulg3/IbU9FFzzgZGTXj13e8JjPlz/185KH/ptYWDV8b+oB9x1e7eAz88oZn32G3/RMAKrHNUYbpmJhF/XILgToSoXKIUcy9ZQao02V+jzl/Pavs7hfiY37xu3P3XhSg1+eUucYA0dOMYq70XuxoyD0O7stSD27KifNzc3LyiN21KRknA8BMlafc6a9+Psh+SeASNxf3A/e8Fa++FESGwcXDrKbZszAcLXtNTPXjBep8of2VbYwXXGqXAACog6EKZ89dsaibovZHPTomal44SgGYK7QTOnhU8OXKSCStyefSQbb7IU0bnBjTACgkAh6Dnpoey3e6c45F3L9qYkMhRKYYsR1n0YofWnd0C6hb+sP6QKBmm5+/JGuX3onFTvTl2PEcOHBOK36SAjCQ8ERKUMYufwKLnepJ0eA/8tNF0wrUmzuoQO3wk2c+9ChuoD/XQWrfec0iHABMJ+rzs4kbVs2MvJQ4ef7m7wLqYJom345vdzKfF7zIc/4898VHgdWjZAAA6vxY9Quty9u/+H7/yQuK9ilrnHF/GFAx5S8kufkex6EAAAbDrp3leBTSvAgAFHSOOf8P3+08eoGHn4/rPIeAhmvma9rPhA7vm5ynpIKG8KW6Qmx8OgloAMAXafIeuO5RguxNeHzw8D2fdnpVN5psxHle3L5yHgCoNbacJy6Z5Q4CAFA3AvUSI596ZB+Qx31k9+89pVexCOM5z67s5XgtUEssxA+dNixGdoVqXWa6at26BAAIr7ss3I+9uwhdjtyHL6olvgmohEpnNiZulbjuFeLNlLhKcbHfyamqMRbm4tSMWXll2lSNg+ghJv3EwTUFH1dsLvrLDxymGb2v6cbT5ie7E1SEmH/4ftfRc+I2ia0bR4XX6BMAKhBrveVPHeIzjWuZxGEnkPWBd0/98iuvC30p32Jv8JOLjN/8+OO3f//tgk7OBqOnNGzOs4vbTlwJ7KRn7X5fKZZffr36PDAlMzU5Psji6u6f2W77di0BdW68tyEvKyMtJTklzOQaI+N+MacyPABgGu2fcAhZZRIBABEtJymtvYYfHxVQ53vDZH7ZfvSuzyARAGA83+qKxDWX8hkAQLxUOCllXTUFADBW5ip6+JDk85xhDAaDGSqyv3Hoi133g5s3zwqMFPuri5zn4mbb//3Z+275GxdEEAc87zP/zK+UN7H++BZQt/SH9WFAxRY85z36y/bD5/i42c+xnr1hlztAZ9Bguu7V/d/sOMrFz3ue5TCPoltu/4aG4wZRO/zkmffLxaCI+Gp3od9OaGZhyBMJT0T47ri20mDEU+TE7wRqf+Jj1hNc910LGmsrSkvLKpqGsGtmaKlzyJYcZ7kzn/3P4ScBtSv19QcBdabQUfTwIS6LrPbWlpbWpnjVs/tYrvt2zAPAZLre5X3M97zyy6uqyktLK9v6J16TCoQO75ucJ656j8NisZHIKRaFJDR5OkuT5cL9yA7C4mCk3L7D8stAHYtWZ2U8LeFb0tHW2tJaG3Rj315+jTQ0DQCGNvZQGflUQtsAgFBlx799n2xobW++7VXG8yavBaql+EFmraK5paFkA84dF2zqFpf6PcX4hfRiR2nQ+oyD6ZL6G4E6X/eC6wi7UmTHysgstsBRnJXjXn59w7NrHJyqLxEraT1VbnPp4FGDlKGVgk8bStfh3/XNZaP00TfPrlNmJ3vKQx+e+fWzL0W8asbedOKnAFSgLfWGaUizHzzKys0jwM9x8zL/rqPayaNE2mxboNoFHlnN6KL+xiRbeSGmHdIWuX2v2g+z7RE3T+7m0E5aWSPe5yVx5tQVh5WBi8USC77vdrG7N20gIjZW4/BOLs2SiekGz/tMx2Rcy1o729qak61ELl6StU/tHJ1aIAN8TEClTNa539y+6/jtiK5FAKCN5+ldYme571LU0d3aXJP4XPIQv3JQUdsIjgRUXGWIngDj4bNc3Fw8nHfFePf8dutp1mtaZgtTQ61VZRWVNXm+htd4jwuZJCMIq/ChjRXaXmBklHGp3tje3wLqlv6wPgyoUzlPz/NLm4YUNTU1NLb1Tq2Wx94EJalLombxDc2NDY0tQ7h3FlQ6UGXDEFSYqbcV2HdBzjLA7Qkfp3xoLwD0ugtvBGr4wHsCNf7BaTYp67K3ZTZcmQrXj4xSNi3LuPsQoOJaPe4e/GLbHlZOXm4uLm4ejtO7v/nnd4IeNdMA06lagodZLerfvi6MDlQR9wGA+TIbUcYjjz1DLGX5+R8FD5CB2BUiu++IvE87GQCQObqCv/7jx0McF3i5ubm4edgO//DN17/JJSIpAMik1wC1dQkAqNPZ5lcOsYkZOOtKMPGa57wWqBIHmVUzp4CKzFA7tUNIw8nX/Db3JcOcKYClajP2w+uBum5REgkZJ39y/23n2uXld7SRWC3BQ7xmLYTRYPmz5687NqykKipe69A+Yef65YmxkWybK3u/5lOnL97eGKcN/y82eZ7f/fVl63zs5nPpd/sUgAoAZNxEX2NDXUNjZ1dTlo3kMRmP7rmFrpf3D+w6pp1En/unTde4cR35nt80c3ntDBVT9Jz35wMXvVpXc9Kgt9Sps9ecWpa7Y9TuRJVTjOccqjZCocaae99vkqEtA+lWXCeOHGXn5uHm5Tt/+uCP33+3bc8RGeu4bhzAxwPU6dYXt3buZRYNaJyiv+pcfYC64K4DJ8/z8PPwXOA8xfjz51/9eJhHzDp7hAYApNnRtqb6+oamtu72cHW2S0/8Nk3Fr9dYwE3Gb768GtqxUrRJ/SGPj35/9l4qctO5W0B9l2i03+N25j8jetz+crPzv2MO9UlI06bFO72xCjLiD4O7Nh5/o5aBGtxLACC2RKoJ7fx+935RYb1ULABA1zqgut3by6KQ8pqC8yagssvYVKw/kzQ92tM4uBJtap0Z3w4WGYfWDwYqbbzYkZeFWda3YXIMiUShUKjxsSp33v0/clmVEGgz2bqCh9meN266jDDe2VzfPIIj0WAFqMJunQAAAwEPWTn27vvhgIJ9Zj8A4NqDZPcdkffrogG1N1r95Fku7YTeiTEkEolCocY70vSP/LrjetgQwGSKoegero1ApVeQC/1Jypz7/nXo0Nn9PBa5GABYwo10NtT0js2Q4RVQ05BLADO5Djcu7vxpx/7rD1zLFwFgvmItUJMMr+3nMape208ktTvw7jkl5ra8bgqdp3P+KOv9BByQSk2Fjh2SDOqgnz2epHphN4th/vgCAAVV7HLj7C886gEda+twCnFqsLGxqWeKBECbGezr7Z5ceVJ/gPjen6Tsiz51oK6KOpilJ8ryMKCWSFsstOb57Ed2t9aV32ZSHh35XsAwDUnfMjlerMf+3XExz/5XlcNChfXV7Xv5POrpzZixeNVL2zm0iicJ6LGx8dU0Irc9v7J9O5dR6QSRuIDDYSbHkSgkCoUsdBUXvPLAo3gCO0ffU/cxAJU22xuodIz53CW3yjXlbmmRMDs9NTmOQiJRqP4CpxtMAlpxDSPY+fUd0aVB/8dcotqeHTgAKml6sLGxuWdqkQZAxiBGkYjVvv64x3XGb088yV7ZjT3XFnLr0DYe9bRN28O3gPpuYVBzngo5w23o8X7ccNtrkvC1WpwjNeUialP724pHGrMG6zMGhtunemvGiPN/pn97/OR8oEbB6jabv0ofBtSJVB1m9uvOG9dtAnSG3xHglnaueu/nUlvcpbZ/J+rdhQcA0kCqwg4Ghn9ymtD5AG1253cdFXZsnQcAbIOL1P9+c+KurW9wcKC/j9fLzMqVRFsaS9be8yubfi7iVYXfGyN3+FdGXlWfl6HBAf6+fgEh6U0Y0mxbhou4nKadb0BIqN8zZXFWRiHbpM6V5j2pNUD+l5/5HRve9TEW+gPu7Pobo3j8ugQYchXc89kR7TLURK4B55ff8+l4BAYHBwX4+Xi9zGgYmgWglT3l2PGP7WopA0QAILQ6izDvOW/bBgAAPS+fMDEwMHBblE3QAGCq2evaN7/IePfRZuusBL7+gUenfO2o8UyVNvPXP/G5jhLHUnT5vzn9JAsHADBf/JTz59P3/RtX3wiRbLiDgYHhB1ar0kUAGElQPfIPBt6nOVMAAJh8I/5t2+UThucBAFflc/U7Bobfrvs1EQGARijWObLz3IPoYQoADCXp8/7vr5wa7sHBQYF+Pt5RhS3TS9TuSE1+xp1XtZ39A32ePeE/xf0wpJ4AADONEQpnfzonqeQWGOJnIcvBwq8b0UUEWBhMU9zHwPDdYWX3lLjwIH8/Xz//uNrheVgcCbnx89c7uL16iEBFxrkZiD828QoMDg7yUBY9z8GqFN+JeVOl8UkAFdtflRri5esf6O/nePcqt6CCVzueAgDoplDZI8fPXVb3Cg0JDgm2kOXlOH09sAFNBQAavtj+ys5vWcwK1lVYtKFMFYHfmCU0PAKCPW0enDp0WTmiFwCT5mEkK6XhFRwcFBTo8kSGi5fbJK1n4zrpjiDxi5cfh/etHvjrgUrFFhpc/IqB4ZCsfVh0dGiQn49XYEJO0+S6IX5yh++N/ZeMisdpAECc7i+J9fPz8w8K8tJ/JHxeRDO5DQcAMIcIuvnT1zu4PDvmAcjNAe6aoo+tg4KDg4L9TaVOsbFe96jC0nG8OBShfPLnvaIBna978S2gvksz6AWra4nD7VOZno0xFpUbfl2YJRUEt616fVnV/AyxMqEn07PJ8HxkhGlZaWRnQ+ag0620qZH3WwT6fsIg55xvpaGHPimgzjTHmtn45vVuSoixqgAXe++8gY3H3ygaMt9bR92jeHwBAGARleX66JGp+8r4DTLLTs/cPRdJAoAFVKnvnRuSV0UlpCQlxIQF7pr7Vy1vuqPgm2P1tKwTOqZffUN000ur+yKi1ySkpCQlxESuSdwyjuqZBdrSWHmIjriYqNg14cu39AOLkWtKLhlZHqyp5ZQz9PZ5X4DZnhhTeR2rzPWb/mg9Sc/UHtmVDE11ZdvKXRe7KiYhJSkpcU34ipxZVNU4APQmmivdUQprQJMBgIjMczfTt8ukjzlRBvPt1W8Yv6ymb9qdGynyUNX2K5smo6v8NO8+C6hel9bkmZoADVX1gB4CpiXBWe1ZePsCAACpJ9VG0zK4dM1Cq0VUipWkvK5NMQoAAFMXqi93wzqxbRYAgNCV6KSpE9yAIQEAYDsire49sYvoJQAA0Eg9caY6z0Nrp6kAgG1Ld5KREhMTk5CSlLgmcuWRY0L3DAAstcdqy0kJCAkLSdzXCG54Fcfpal/j+5cEhEWvSUibJXQsAABQ0S2JZlclJKSu37h+XVpKUuya6DUxlZDqSSptpsLj8QOl5/koIgAsTdSGWclfERYVvyZy9Yl7cf9b1iR9GkAdLgkyuCUgIip29do1advU/jWFfbw6zlhE5KqEhLiEqLCIQWTp6HIeJk1k2z9U0Y/u3zR7PNsYpiUvISgkIigtpx3TTgQAoI3Xxj67e0VITFxcTFRU7GlKM3pzNUsdLnnh4BhSNrp65C8HKo08lGSiektYXOrmLRlpKUlJMREBSXWr2O51MSIOFXjrO8ZpVmYwAAAgAElEQVS2TS8BwNxg6Qula1dFr4mLCglouucPrvRvFtElHgoPlCzzUYsAQJmoD3suf1lETEJc/NrVazbJDatWx6jY9pcGcnpO+a/vW/03ARU7ThgfwHWWI+vS+mfQ8wAw1otF9WLrMwboBuI7y5FVCT2rTkPH+3FVib11aQPOt9MHGieQ3ZjBpkkAoCxRG7MRtan9M+j5yvgeI67IvMBWZPfrhhOJVKebab114wBAJlHbikaWFsn4yXlUD7ajbLQ+Y4A4Tx7twtSk9GGQy0OJ/fUTlfE9fXXLX2SkfaoqoZduf3hVXRXImpS+Wczi7PSC58PslvyhmpS+1WjP44l1af01KX3TyDkAQLSg6bYPkd2YiQEcABDwRETz5MQAbqwP21Y0Up858KGWHDbozzaO/zGOrv/fFm2jZd/NZ7xvyfuUPt4nAdSPVn85UN+sP5gJ/8Dl/01ALY3uMuKOSn/R8NK41E8lf36GFGVe/lQgtjC0fbRrujCkPdKsrCKuO1inqLMCOdaHdZHLSHGuC9UvMeWLQfVi8wNb46yqaDSIe14VY1mZ7t6QG9CSH9T27Ep8mlsDovk1luZm0AsO11PbikcAYGpk1ulW2hxmsSqx1/xSbKZXU6hBidOttFS3+ijzck+F7FnMYl16f4heUUVsd4RpWU1qH6IF7fMkryy6K9OzcdU4fklkZ6h+SXF4R2V8D26C4Hg9LUSvuCis3fVu5mjn9Dye6Kean+7WkOZe7/Ewe7wP66ucVx7bDQAO11P9VPMBIC+gJcKkLMOz0UI4vuhlR7BOUbJT3R9J2HcAdaS1tayp6ff5mlmc6Yx4avhEWeWJhobSclB/oqryWO1FRhfmI/ZfQxuoSHiurPJYTV3pVcxVFZS0jR2z3r8PvqV/q4bHx3GEt3Vht/QWEanUgdFR0l+9guPjUlLSfxFQo7q8HucAAIVMdbqZ1lc3nmBXHWFaBgBkEsVGIinLq6mzDOnxMDvCtCwvoJVudH4Sgbe8mjDaOV0Q3JbiXNdTPeZ4I5W0SAaA+Rni9Ojsi/tZxIXX27XZAFRXuYw5zGJlfI+/Wj4ATAzircSScBMEAHC8mdZTPearnBf7vLKzHPnSuNTjYXZz/pDD9VRUL5ZGg9VR5VSXen+1AvzkPI0GGNScy+10uuHAMIOSorCOitjuIK1C+plhBiXZ3s0lkZ2xVlXzeKLz7XSPh9kUMjXMoKQ2rT/HryXSvAIAEC1oB5lU0hte4X30ZqBGR8Pf/oasqKgqLaXOzgKB8KGBiKxPsTQ21dQ01dExXw7aplqaJlpuRfVD1A+/4X8q4IYLYzw1NY21tc1fxVzLREPPyTFlGPeXR28rEIBAGO3uxqNQf3k0PtFAxGIQHR0kHPYvj8lHFMLD/4uAGtkVaVZO/9tXOa+tcDjBrjrbrwUA8JPzFkJx2T7NJeEdlfE9yG5Mkn1tjk8zAMygFxxvpo20TxUEt6W61Fcn9wauEAsAxgdwrnIZdIctm/UmoEaYlAHAaNf0i4fZdIdxzrLpzQVDrnIZifY1JREd5bHd/Q0TAFCb2m8vk5JoX7Ow4uiGRqVlvGiwkUgqj+2eRs56PMimL0oKMyrJ9W9JcarN8Wumn5nh2ZjkVIsdI/ip5heGtWe8aEx0qK1J6QvULJjDLKa51ae61gNAX+2YnVTKH1kt9WagRkYCAwP8/e/wj3/AZ5/B559/cPjnl/D9D7Bt26bwHXz5xe+54X8sfPXN66K9Db7/+q+P21agh3/8A/73f//6aHxa4bPP4fPP4Ycv4ccv4ft/wrYv4cetsBK++jt8zgCLb1pX/hHpjwO1LKbb4Ubq4twSHj1vL50y0jkdY1mZ4dEIAAuzJAeZ1J6aMQAgLZJn0POZnk2h+iUA0FMzZsQTNdo1nR/YmuRQM9o1bSWaSO9WjnZhkN0YxxupdPP0Ix1Tg82Ta2M4g16wk0xuLRoGgKnhWefbaXOYxYrYbvqdhzumXe9m0I31O9xIbSse8VcrqEzsoV+LmyCMD+AoFNrC3JKlSHxb8TAAAA1GO6cBYLBp0losqb9hwvNh9lgfDgBCdIvz/Fvq0wfc5TPpd/BTza+I6wGAYO1Cx5tpbUXDZdFdthJJiXY1AJDkWJvoUAsAPdUoW/GkPx+oVBoNVVk5bm09oKvboaIyZmo6ZmqKMjH50EC/8DXhw2/1nw1viPbvSoSt8O8IW9/i9ySamemooXHivrvBX1wP/uJ64OfSW+FV+OJ64I/3g5WzBjd7iPo4RKPS+urGkd2YXP8WI64/BNTKhJ5ngnFhRqU+ynm5AS1UKi3WsjLHr4X+a1MuwuNhdqRZedTTirE+LAY156OcF6pXHGNR6SKXgezGFL/sSHKsBYBc/1Y/1fxQvZLiiI55PDHKvNxfLX+oFR37vNJbMXftjtXZqQVXuYyOslEAmB6d83yUTcAuVif1RT2tAIDRboz3k1z65KibfGZv3dhoJ8ZTITvSrCzCtGywebK3djxErzjcuDTSrGzZ3RsNalP7Q3SLI0zKcv1bcOMEnye5EwN4AIg0K88LbKVSaXFWVcE6RaF6JXHWVXT/NvlBrab8MdPI2bE+rAFnREv+EACkuzekuTcAQH/duIts+p8PVBqNNkcizQP0TE/nNzfPAMwCzGyFrfBxhFmAfhwORSLN/dUx+bTCLACGBloC6QZiOXaqJc4aVa6aNVthNTirVd35ybMs+v330/+HhJuYr0rsdZZNVz0aVBDclh/UZsQd9UeAWhLZGaJfPD06Ozk0Qz+yMEtaCxL85DyyG7Pqpm1xbgnVg53HE5eIFPISlbRAXpxbXtE2icCP9+Ho7FxapKB6sPRb0cdvV0Wj0gg4In0NLZVCI+CJNCptaZG8MEsCAAqZOo8n0qg0ACDgiOQlKgDMYReR3Rjs2PKiXwxybqwXu2EV7vgAjr4smX4hlUJdfhfCEgDQaDDWhxvvx62inUyirL7UzNQC/YmLhCW6e1fyEpWAI/57FiUBAAAKhaqoqPjLzU9saUsbNDo6isf/xXvOPkVRyTQ91vDCiNaZpXc5/f2vlDZLKH0h6EchGiBa0DEWleaXYzVPh/qp5jfmIBbnlnL9W/7gkG95XE+4yUYfl1v643oHUEdHR8vLyz9g28yWtvQf0da2md8nMomixxaeE9g4iUV9lNtm/koR58laZz4KoOLR83Vp/e7ymVpnwiyE4hPta8b6sasE/eNzqKSVruGW/lxtAXVLn6S2gPr7tAXUt+gvByqNBqOd03E21c8E4zRPhXgr5tZnDNAn/9Zqyzj+R6stoG7pk9QWUH+ftoD6Fv2FQJ3FLDZkDb64n6V5OvSpYFy8dfVYH5a2yYwfXVtA/Wi1BdQtfZLaAurv08cC1GUYYKuDX1iZ2gXGty8vFFmhxHBBnKvpM/sXuSv+0ulXkEfqU+ysrays7dMakW/efj/fUhRp/fy5jYN7QQ99GwxldqQ63NnB1sbO3sHBwcHB5YWXn3d4XiNireujvwSoqF5sgl2NhVCCxqkQz0fZtWn9c5iNxpg36D2BSqPBEpHyJip/EqLRaJ/WK2wBdUufpP6rgPonVicfC1ABlpDlQU56j6RkZcXl7sg8sQ5NXfbQODeQG2WlevveXfEbtyQf6Dz3qEQSaQAApLFC++sCZ49flZMTOX5W8KZzyfjrmDrfm2DIx8PGJiYrd/nIGXGl8OZZKlCx3emWj+7fkZW7d//+Q4XH0lz7v/hy/0O/mrWes/6TQCXgiA1Zg16Pc7TOhJpfjo21qhrtnN5sWf61ek+gzkwtBKgXjvV/wsUEj573U82nb4b5U4Qenumt/Tfa7vgwoBKHykNdjNTU1LXUVRR1TN1LV5wK4voLI2y1NDQ01NVVVdUMImvG31VUsa0pLs/NLBxiWjc6T13sznhpp2fwIrMFuwQAi2O1Sa4+SW241SXdVETxS1vtx0pqmlq6BubmJgY6WpqqSgqGNiF1OCAgCiJsdLQ0NTU1NTXUlVU19N0zB2cpAABzAxku2qqqKoqPDQPS2xYA+nN8LTQfK6tpausZmpsZ62traqooKpi6xDROvzPh8F15vmaqXmlN06uNDco8oizU0lRHXV1DU1NTQ1XpiZFnRvOmPW0kbGuWp5HBM9/4qg2/0cijec5WTy0ck1vXeVmZqIl2NtIMLe1/1Zqm4bryo1xD8gbpbdnZ7qRgB33jl40jr8yUTHcXhrsFFm729E4jomqirEzNbD3S+jc2hWcaI32sDM0CSgYINADAdxdGuwdnD2xqMRM6k6yM1JWfPFE0tg9rWlNip+peOusrKiora+g9T+9a/WZTrQUeqioqamoqqhqBBd2zG++3rIXB4gBTRUUVFRU1m7SWsbdYAPtUgEoazA6weqKooqaiqmUeUjlNBQAyqjHJWl1VVVVdU1NTU1NLU1vX0NggvLgPT89LlOnGGGMNVWU1JcXHFj6Z3bMAMN2S6GOtrq6uqampqaqsqPfMsRCx/quMlwc4mui7pPdhlgvU3EhtkJa6iqqasrKaW2I5PU8vfSRAJaOSHrPvO/UgHkEDgKkS2ytHGRXDhwBofcFPzv52TicJAQCALdPj2sGjm4iiAIzlqwvuYX7oMwEAgHpx7+BeYa1C1MY8QmgJu8m5l8ckdQ4AFpoNRH9llnNt3ZhTxmPUeZhFDTLG1u3B+M8AdXwAl+xU9/xqosaJYDf5zKrE3pnpd7nlWK/3BCp+Yt5ZNmN1V8nHo9bC4Ybswfc5Ezs+53QrDdXzdq+371Z5TDeyBwMAZdFd/moFf/Bub9GHAXUq0/AU08ELMmpmZgZqiqJHjkg+C60jAkB/nCIf454Ldw1NTQz077Ac57uhGzO08LZ+bXfgjR0MDAwMuzQyRtdljKlsjfPfMjAw7Lwf0EsAAEyNg+TXeySC+lZRQR0uj3Ex1dQzNNKUYfnqnz+y3lI1NtDVeOYc2TIHiKQHx7f9clJC18zU2NBAV8/A3DdvmEAjz3SF6IpznRdSNTTUV39044FlVNUIojTU3kjLwFBfQYj588938D/QM9bX0bDySmx91/ejjITr3PuZgeEHWb20wZXXJI8na5z7179O3NAyNDY2MtTT1rLwz23btDlhtjfk4U4GBobPzsrHj6676USJ+XEGBgaGn64HdL0q6MR2B2nhr/6HYafai5ZV0JMHYtR5vmNRzsYCAFCbva8eYmBg+N8zJqnolRqmM1aL/Xtm7dRNrjWoM5V2/H9nYGD411mb6nV2wpYGI24e+n8MDAzHDDLHyQCAiNfi/fG0Qvr69JhpilQVYOG8oaxnqPvwxsXDHErBNVMAANONXo/4WC5LKOkZ6alJHT9xVe9lyxIAcSTLVUnojpyeoYmJ4uX9B4+x6Sd0zm2qDvDdmcYy3LxCt7SNjPSU7t1Q9asYfKO13k8CqIS+HAuRMzxCUpomJnoaMsd2cMpZZU2RKJOtGU76enp6BoZGRsamzwxuc3zL8LX0i0o8AJAnUq3kL/PzK+rpGepqa9gH5/XOAUCTp/Cun77ll9U2MTPW19E0s3tROrwWqOh0/VtHv/kbwzHl+DYcAFDw7WmOYrK3tAyMzFTFjh3ce0Q/tmcRgLr0UQB1sS9YYPfnXGZFyzkLU2snfozlXvQCtc9eYs/2S6blyxSYK7MS2HdGqwxHGk7RPs54Tjdr+YqpVI0zjPxWhaj1NyaUOksfOCrsXr9cDHoCrjMduh7SshYqtME4PV5GVt34wQ2ORf6tQF2YIbXkD/kq52mzhJldjIkyrxhpn6KQf8/g3/sCdXLeUyGnMWuwOql3aMV96TyeWJ3UW5XQS9+pOT6AG2qdqkntmxqdBYCmXER5bPf4+k7tPJ5Ym9pfndSHHSMAwFgfFtmFqUvvR/VgAaCrHFke2z24vudAJlGachAVcT2rt0J2Y8pjuntrxiYG8e7yWfbXU5tyERjUHKIZTbedO9w2RTcciGhBl8d2d5SN0mg0PHre9W7GWO+y+SoajYbqxQ40TtSlD0wi8IgW9BKRAgBDrehp5Nzs9MJoF6azHFmV0Lu62RQA+urHnwrEhRqU9NWNTw7ie2vGAGC8HzfSMV2T0tdTjaJSqE05iOY8BN0uMWmBXJ85UBHfMz263PJvzB6sTeufn1m3s/a1+jCgojPNOISVw1oWAACWetwu7/vhtGrhHMBQwiNp8UdhdIeLtCpTwR+/P29fMflmRzjU7hDFkzuOnGQ5xHLTv3Pu1Yn9oSrCggcPbd/L8yiga9nB+N1dJ+QiBuc332W+zPokk7BD3ZrP3xd3/xSb9EYH4zBW5ir0yy7ZoBEAACD3NDc1dr5C3XCSDhOzTPB7tZkAAEgdwbLiIvJqKuKiN3Uje5ePUsaSNQSYWC2b3p7RCd2BCjy7dxw5wsYj71i7+la0xfEUPfYjHMeYfj6qGPyqbzdban5Z+JaGzgNuQQWvipU4UxCJeld3c+msOBh3Ejl8/Oixvd8cv/aiYrnG6Uk2FtjDYZK9qXFAw1U43mT8ifnYueO8SgmoV2lPaXS/wX3xMNO2vcJGaahlB+Oiuzk08tYkMI08GHrj1NGLJqX0GyNzlU8cPP0ocQ4obe5yZw5ecViuC8fj7rH+ctqobJpEmmyvKsxbbjdNJSuc+GqPhGvbRi/1SzVussd28Dg30f/F1pY1DYx92kBt87+zdw+7dRG9bM9mKnF+v+NBytCGnExtdpDdfeBOUOscwGJ3tC4r4+VnecgNt2r0lmTmkk0dev2DhtKNZK7eN1aT55TWjW7GAgAFN9JZk9W37HG+8hnfj3svmZbhAGi0jwGo5Im2tOSY4l7cMvcw5c+4fjsm6j1CxbQUxiVWduKXsyU+14B1116F/Cl8Y8DtU0wCvs3LdRGp3vPiwQuPX7Zs6KfHGXCfZH2QTC/oQJvONj+zV9Asb+hVNp9tsrvGxi7l0bNpAOTfBFT0yGyaW4O1WKL6iRBn2XS6a5Q/csP3BOosZtFeOiVUrzg3sMVFNn24fZpIWIowLc8LbM3yaYoyLyeTKKH6Jc+vJmb7NI0P4IojOqOfVVTE9/irFQy1LFc1C7OkbJ/myvieDM9GP5X8WcxCgm21GX90QUjbcNtUSURnuHFZRXxPiF5xQ9ZyBUohU0ujugpD2/ODW93uZSzMkvrqx70Uc/ICW6OfVVQm9Pip5jvLplcn9/XUjNlLp0wO4gHA63FOllfTUOtUmlt9ZUKP+/1Muk+3dUCl0mylkt3lM8tju1sLh+1lUrDjcwDw4n5W0cuOlvwhU/6YNLf6ZMe6APWC1dXRneVIK9HEEP1iuk+6QM1CAPBTyXe5nZ7t2+xyJ91fLT/bp8nlTnp+UCsAxFpWZXs3F4d3BGoWTAzgyqK6QnSLi8M7alP73/lpPhCoWeacgg+8K+mNkdlG9+u/Md8IRwGMJClKi8p519FPm6uwYt3Pqpbc/+bySunwV2RlvvvU/j77UT7XmmVrHTDX9Eya54qBvt41viuynu10oLrf233y7uuASp7IND12UOBZ0cirZl5//IPTrBLPizc8GlXsyLdtv5h7PfE1kCd1vFQ9wCTu0TKz+bfXidwc8ETk0r1M5FCwDA/XbY8uepmmjCVrCTCxmle/vZoidHjdEeQV1THS4GW7YlC5UrJmGwPEuLkeOZndPXL2sV/bSltoPt9YSET2aS2yy5qX9apJ6vJKDAoiUV90D7fuMlArHYSOXNPwDTaTPXlSwqERTwOAnmQTwb2cpq8BKqbY6tZZFkVzS5lzp6XCB1ZSZLJATYhT4rm5Khe7mGb8CAUAhpONru3h1FwLVPJkisLxXTI2FcvHKMPR6ud2siuVYybDH57lELOqXX4j4nD04927WcwKNvQhWm1FD+0XtmnYaDOVWOV0m/EnnmeFr/dWuUGfBFARCRos5y6YJQ3TAGBxKOwx60Epx6bpdRU5DRFz59jesyqRKAAavsNb9sRl7RQEdhaLnkRP4RbIy7Vmo6co4ykBj8IhDHYagyesvQV1NEv9Aru0XUFzniWviHJk82ZrtAjfu8dOXjEun/lYgLpexNqAu9t3HlAI6NjQBZir87zI9ONZ9RTc0myh1cUdJ4XDVmBH6QgWPP7LRcv8ybVcWer3eXx0L69S7kp/CV9mw8K463ZA80r7jTqYZMi3j9ck4zX2Bf9coC4SlloLRwLUC7RZwkz4YyJMywabJilLf8J6lPedQ0UvOMtm0PuOL41KC4LbG7MH7aRSmvOGmnIQpvzRrYXDUWblqS71AIAennl+NbE0srO9ZNThemqk2bLZBxqNNt6Pay8ZrUzotRZLQvViU5zrQvWL6b/ay6Skuta3l4z6KOX5KuUtP5gGuAlCW9FIXVq/hXD8QONEhFlZmls9AJCXqBQyNcu7KdGhBgAmEXin2+nooRkACNAoyPJuJpMovTVjrYXD3k9yY55XEXBEd/nMtUB1uJHamD0IAMgujNPtdHrTxFc5ryy6qzl3yPNRDgCQFsl20il0S790BWsXtxQMA0B1Um+wThEABGoUFId3AEBuQKuPUi4AVCX1+KnlDzZPWgrHVyf1thYOW4smFr3siLOqCjMsIeCI7zPD/eFAFXoS3ETPnOgUDc6fjt5NQgMMJz6WFnsQvGyyayjy8f5fzxlmj7zZJCKlw/fB6WMP/QvDVa4wX7KuoJ+JLbDgExC0yCsIu8V24aZnx+8BaoICyxlBnehBDGZybAw1NjVLJAMAGd3o9+jM1z8xXlVyKUMurk+YDwTqYpuH/DWe20FogB4vKeYz1wLoCUIZT9EROHhKI3lwDD05jkKOT+PnXzMLSOjwusnNccsjNUWXg03AspCeV8jldpeY5Z5llYQoMZ+Q92lfrupwpdqXBa6bFxAByo05GHnUMunzmRuAWmF/6cBlvbQBdLkp8879ilF9ADCQ8iagYksspU6w60Xme93iOnUjoJN+GBWjeFbktm9ljtOlk5fUEkffANT5Bk9+5rOK4SvLMgGTZy90kvVGZm2zlQT7eaWQgeXEpaBLLbkYD2jFD65L7dHUO2e2HVMMGtpUmc+1RKte3P3jrpPKrmm9+Hd4UPokgEoldIZoip1hPG/wMsDinsjJfTLeTePrCwW11Uf2wBlhx3IsAMyPZuuz7eeRfnT3ijA/93k2Vo7buqHdRACAzjB51n3fHzh9gZfnPDu3gF5s58JysiITdS+c49HMmaRNZeufFVSJWAEqjbyIR09MTY81RBlfPsNlENlMBKAuUT8yoJLHimzZf/iZSc53w1Q9DZmuyrr7qxOKqSNLAFOphuzfnBQOWzELSO4IEjz+NbdZ9vhaQi32uN078DPPk7yJ5QO4MqvT+7dJeTUuj/kSe0OULx66ZFL1ulnLPwuoUyOzGR4NNuJJ6idDnG6llUV3YVAbB2T+iN5/yPfF/Sy6R+5I07Ic3+a8wNYX97PKY7tLozqbchH4yflI0/KSyA4A6K5EWYsllUV1lUZ11ab2o1YYNju1EKpfEmNRWRrZ6XgjbawPm+xYS7d8O48nPr+akOXVVBrVVZXYO9K+3BSmkqlx1tWR5uVl0V120iltJSMBmgXVyb2rEUtyqI21qgQAVC/WWTadPrIaoluUH9TWVYHyVMgpftnhq5wXb1M9i1lcC1QqhfbiQVZv7RgAIJrRzrLp9KHdAI2Csqiu5tyhIK0iAJiZWrCXTkG0vBqD9FctqE3vhzVADdYuqk3tA4CC4PYo83L6T95PcvKDWh1vpJbFdJVGdTZkDuDGCfN4YoJdjZ10Sl36wDuNBn7gHGrO0/P8MmZhpW2tjRVRRucPHBcwy5yhAQwmKkleEjVPaG5tba4Muc91ZLeYXRP6LXUitcNPnvnggwTEUKn7rQOsSlnTADAercnDLv2siYAKkzhx/vcBdTBNk3f7v35mYr/Ex8XBfoHnYUDVMtdpcx1RljcP7/h1287jUtovu19N4n0YUCeLnMS4+DXS0AAAozEyrOzy/vXzAEBF55jzf//1L0wcF3h5OM+euqjmnDG8+XpCh/fN86ckg5CzNaaibFyqkUgAmM5RunDojl/1WF+iwoHD95aBSuuL0Wa7IO1WvwAA1GY3nhP8hhl9NACgbgIqI59aRC8AJlzh0G6mJ/l4mMixENrL8Qagih88aVA63hdrKHRQwLyWCEDrcr7Jwq8cPLDQ7cDFdPHNQCVUOrMxcavE96xUxjMlblLc7HdyKmuMRbg4NGNGVh4zVeMgepBJPwGxJg+Op2ry/vwTv23h8OsyJnURlW95m2P39p9/ZeTWDajCvjkHfQJApQEA4BEJOhfP7Nu5/5cv/8GhGte5oV6dKtO/vPPgHVd6B2oemfaY8bcDl0wTi6vqGitT3RRYv90tY5s/DUCZQfa311VVVVcV53o/OffjYU6dpBEAwJS5SctctSmaBICZHGP2azrJ3cvdPMJQsYPsBc4LrEzbj1964FKNIwIA5SNZlLQsQmeO5fkde45Jua3vuFPxiOTHFw59e+RhRBO9msaXuEgcPyYc0rF8Brkt4PKREzIe1euX3CCjdDhPnlfIXFnIiS2yYtl/TjWhhw5rXLWfNPtJad/W19aLfxCoxPmljrLRYN0i3XMvTfiiwwxL+urGN9ie/VP0/kB1vZMx2oUBgJeGpdneze3FI253lx2wTI/OAg1C9UsKQ9sAYGIQby+dQmfbHHZxdmWdVH/DhNXVRACYmVqwlUxG9mAS7WrolvFJC2Tn2+ltRSMAsESkrBrdXZghWVyJp0+4WookDDRNxttU0b3FoYdnsWNzGS8aIs3LAQA3TrARTxrvx5FJFKtriWXRXfE21Qm21QAQZV4e9bRiFrPoeicd1fMKqK5yGV2VSABAD83YSiZPIvALs6TnIgnlsd1N2Qh/1QJ6VG3Ek9YC1Vc5vy5jAACqEnoCNQsAIFCjsCqhBwByA1pfGpUCQGV8t6dCdlvxiMP1VLpp35mpBdwEgd62KI3qtJdJpYtGBTcAACAASURBVE88v0UfBlRcgRUP8y+/MJ3luXDuHMf5h94Vo3QsDabrXd3/rx1HL3BzsbMcE9INLBt9+1Yqaoef/JH9cjFjpJl6L9HfDiunoJeQ0Y+ELt337qbCkKfI7wVqf6LCuVO8j31rW5ubGhoam7rHZoivMh5lbqyrwk+V+58M++U8KlbWmn4QUPF5NoKH9rEZxzdWV1VV1oY9PrX7xLUXzXMAMJmme3nfscdhFY3NTY31dc29o9PEzVseCB3eNzlPXPVGwVKluejpk/dix8noFOUz3E/iexdJgxFy+46s9FBHw5VP7zsu5pLRWFtdWVHsKbF7B9eT+DEaAAxtAOplRj6V0DYawHzTC+E9+6S9SzrzbK8yXnjdHCq2xFL8ALNW4RxlNN2EezurRfkcqcNVhFfUKHkCoOUpB9Ml9Tf3UOs8eI+wPonoWPnAmDx78XOc9wuaGi3FODhVQldmoqnoMmv+Q8cN18z79cQoXdj9vbht/sSbKxkyYWqgMV6Lf+8/vuJ3qkC+aYDsEwAqAK466OGVw9eMg+saO2vClHnZmU8rh/S8aiYsNQc/YN7HYpiMoL/m3HDSE6YDYlZVy6PmSy0Oknt2XNIp2TCIO1VlJPTLsQexGFy7vTjrvssGSW3NNRUVyXa3j3DIWITld0/MkWlAWcQNdzY0NDY15IRqizMdkTTNHSDRPqIh39m2aNU9O3YfkXRtWd90wjf6SLPt+ddxxYja1TpxoSHw3uF9XFalyxU9oegZxx7mR2Gt67uamAwLQcZj0kHLwy6AjHl8ZBe7Wd4IGQCA1BSmfv7QJafa168u+d1AxaDmsn2a7aSSNU6G2MukFId3rq5n+Xfo/Yd8fZ7k0XkQY1mZ49sCAGluDX4q+VHm5ZmejWQSJdaysjR6ObHai0fc7mW+NCqNtaxErxjNn8cTI83KI0zLfZXzXO9kTCLw6e4NGZ6N9F87Skc9H2VHmJZFmpfTnXsDAIVMTXWp81PNj35WYSkcj2ieRA/NBGgUhpuUBWoWoodnhtunnG6lpb9oIC2Qs7yaXshnpbs3ON1OL4/tHmya9HiQFWdVZSuVnOJSR8Au+jzJXV3ZRKXQfJTy6D1UAEhxqXOXz4qzrnK9m1mT0tdaOBKmXwIAs9MLrnIZqz1mACgIaXO7m9mQNVifPkD3wBpuVFqX1g8ARS87Yp9XAkBtap+vSh5liVoU1hGgXhBpXp7kUDuBwOf6tUQ/q/BVziuP7fqze6jZTy9cum2b1jY2NjaBxr4qjr3xT6SuSNvljo+NjY2jZ9/t8Jza4SfPvF82bJAMc83OVw+clzJws3rEy6EQPQwAve7Cvxuo8Q9Os0lZl71tpmKhXk/4530Slo3LLaoPASqm0fk241e/MfPxXeTj4+O7yMt1ZMcXX/E6lk8ATKdpCRxms6h7x6KkDu+bnCdE3PsBFmqdJA8cvG/vaSDJL6AcPkKDxa5g2X1H5H3byQAwnK4hsH3b/tP8/Bd5+fj4+blZ9237ZpdM5DAZAJX0GqC2kgAAZkocxJhOX1az1hBn4nuavWkLEA1bYilxkFktcwoAnavDulNAwcJZ7wbPFdMiDACp2ozj8FuAShpPfHRy302H6uVjtKFo9csH+SzaF5Bh91nOS9rWLX8o0kiMOuN+UbdGejFb7InT4tr5/9s767got33/z/2dc885d59993a7bbfbFhUQQZQGpZVQOkW6Q7pDQkGkU0IaFSkBSVFaQkrpkgbpmBmY/N4/ZgApaxf+znxe6w+YWc/zrLWeNeu98vvdLmSXuWZNdWO1R/Ge/F8e5/zN9lt/A0DFtAQpUe9l1kgjj8ax757oHfn1oGEyGZ8wU2XNt+MXUefapXV0VH+WHs0REefSGXIVGnpkwknLbVSw5h0udvsJ7znO61vZU+qrdv4CCxc3Lw8PNzfT6f3fb9tLxcJnk9w8t7oSNobIHfqvo/rxzQsA1iwJWwCo8x2PzGmOnuK0y16dOdx0XZw889Ffr91+tfq44HRtlPiFI4LuxQQAAEKBK/cRJum4t3MAhMXx7vqGN4OzWADiUK4rFz2tcgxpang6weD0YV7jgv5FAABc30NTgaMcpi82OUjypUDFYvCtFUPRFkVmF+JsuR5GmRV1VA3/EUPSNfpcww4EInoOQ3LAsoDELi4tQI31zo50TZM8uizMY7ELK+319ChyuGNqjbFDPJYw0jU98x61iMIS8MRF1MqtAGBucmG4c/rDXbWkR79/NzM1PL+IxJIKZAGJHe6cWvH0MoYe65slOYF53zs7PYrCYQkkdzez4+jR7hn0HAaDxi1lYSWr6DnM8jo0kUgc65udHkXhsQTMAg6HwZN84BAJRNTs4oc7qAkE4nj/3Ow4GofBL8xjyRlfxAMAZgFHGo9iF/HLGZ8YmBvpmiZ9jscRRrqnP3PS/kvXUB3YrmhHvl5XHzuSNKWuqUU2fc4jSRkkATWqAwmAa0m2EN77712/Cl+1z0MBALSuAqrfjcOMWhmrG0+S2ZQNgapKzyrtXrH6cQtDbTX59UsdFlSZBfPeC3K+zeTS+3ygEgfyXVkYzqjHtc3NTI5PTExOTk+/jbhCtYvZqXCeMJtrLniK2a1x3VVTXRWFOc9b3qMIAIBsCZFjoxP2awEA6I/RZWPZt+cHKl2/wj4AmH77QPHIaZWwVgBCc5w29Xke29yhuenJsfGJqampdy8cz+7bKx7RCfA+w/rqIc4NgQrY/lxzvuN/P3iY/shF5/wpAFh831yak1XdOY4BACAB1SBzEAuAKvJX5tu37adDslpB1RgAQJU7sKwANc366tFLtlUf5gbb7st3gOayay0JnIOZ+syn2XUz5wFb4SxCc1QopI40dh1I1GA+zOpY8h4LQOx+5iR6druIU9YqmuJQAw0F+YVV/WgAwmRjbXVlD3nogGkKFNq7W8a7ZDNmfgNAXXh9S+TA90wWxUs/l8kXJhd+PmGVTQbs6HNnzt37r/vWLrdehPmOCIVTO1kNyNkeyNJloWc1fjJKmGp5825sqUuJbAjgP7iD3TxnHEfALszOTk+Oj09MTE62PrrJKKATVdqHxOBnhnvelCwfSMO9dLu8ff9Fz+IxIoAl818P1IWmkMu/IhD/ZLcMin2YGBsZER4aHJn2sm1m8rW7+C8IxJ4r5n5PnsQ/iIwICw2Lffi8YwYP+MkiX+lzrNxa3nGxnpqcLAxygcVTBACYb4uQ/m4vlXHWMADAYneKHf/pi2Jm/rFRTtIMzExGj1rIrfh4pTPHj3suWL3aJN+fD9TpEWReWONd6Qxjhmh3ifSXcc2kIx9/jiimB7esvgyooxnmNKwy3sXrLE20xl8X4JL0rvzs5xIa/aX2/yQa2jIDAJh32ToHEYjvOW4Vk+ZJ3npwHKQV9nqDAoCpWl/J/9lGI2PrHRQY4OPlFZr8spPckGKHn5r+uofFsqB3BagdSco0ew5zqXtEhAb5+Xh5+YYk14wvIpvzA6Wu69h6+YeG+VkoXWGjlQ7OW96EjHkTobJ7N8+92k/9JFDtobL7/k4l/XTV4dKBYOHD/zyh/7J/ON+G7cftHNqefkGB/n7eXl6hya+65gAIJY5MOxG79NK6FgFg/o2PMM0hDve3AADQ/dCAGoFA8N5+NQ4AMN4QfG3bXunQLsLMK4eL3+/gtlq1e2K22pr+p52cnu/QQ0/NeX+k18mbBgBAFTmx7j6nGl63NJOFHcpxOfF3BOJnljtliwDQl6x1AoHgtM8ZAwCYKLTh3bFPNaUPBQCz1RFiPyMQh+Si3i4CABFZbHp63wW1R70koFpx//cuJs3bgUGB/t5eXhHZteOLxK4MO5HTe/i0XANDfSyUuBgFjVOa0QAw15xqfHE/4xWN20Fh3pYSTMwizundCwDItlTlXxGIH0+p3Y6PDvP38fby8Y0p65knLvY/kNrxr10cAW2LQBzMDLYVUzW+FxIcHHRHiY+Nm8cyt2PTN/INABXQzWkuPL+eE1Sx8Y8MC/Byv8FCe0XZr3YSCwD4mUp30YN7zxvmrvoxEabKA4SZDnCo3Q6J8DaX56PlMnnSugDElntaykpqNr5h9wPveRgKsfFqmGV0rl1VGUkxoOLSSGhEAsB43TMnPjnDu17+IWGht7QuczHwOqS0zwERvyU2Jc3WxptrS12TkJGXkZaSkpKQFBO6LGF6L7urrzHaRfWquLSCrIyUtKSkpISo0FVFTY8XgygAAMLg8wgrfkFR0csCttEvh5bszQy/DFDVNU5YNjCy0BHracAnKHxN9OqdtLrlOkSYak6wUbG5lz+6Lj3kG30KqHgsoe3VcLxtiQVzvA3nwwemL1vLB7EbnRz4Q0UB6pbVlwF1rjnTMyCuuGfd8sD72sSw4JjiDbbgbCLicGnsLfsHFe/RAACLoy8jLM08o9+S6/7IiyBXz8iiYSwALIxUxhnrqV+Xk5OXl5OWktBwjaoit0H42aYMt1v+z9qnVqrWeFNaoInqDQV5eXkFOVkpKTm1W0/a5wBgpuGJo5yMlJSkpLSGa3Ldh20xfrjy8S2n0OJPrPsCzHWm373pGli0esc9sSfPx8E8oKx/svNlgKmOsrysnLy8vJyMlKSG65OqUQDoyfW2NbRLeTOBAwDMcEmkp1vQC1ImCP1lIY76nql1pDwghyqi7G4lVE3hxl/HO5r4PmpYNdGAn294dMvePqETOdWcfd/OJ6WddCS4Oz/Qyfdx5QfWTTFjLwJ0jZ2DK98DAEw1Jt0x1AnMaSXtfenMDnW89fgNac5+tuNpgIlFcDrJ8A4R053p6eyXVD9FAICZtuehOpqqiuTCl9TzTW+fBQDoyXEzuCEpKSEpb+CU0rqyIjXf9MTDSEZSQkr6uua9PNLcJnGsOfOuura2lqaKkoKCvLycjJSMnEl89XsCzNdEW5vZBpSOLgIAzLSk+ehJSEjJSEkpWEa/HvvYtP23AFQAwLamBd2UlZaSk5GSklM1iG1amt3FDpZF2Bv7PGlat9sU31vgo3NDRkpCQsrA/XET6f3j27J8za5LScnISEnK61gk9WxUNlN1yXcCHlUPoAAAcJN1KU6KMtIyMrJSUjK2EbnDpFmdrbUpaWvpI0CdHUcXRr31ks80po92E019/uDNX2iBiALULasvAupnvMAvf8nE1bddc/2m9yNumJ4vevoGkT/7euKGf24Sd5MYROLqvG8a7RMp+TAC+e9Vt12zkE4kbvrP2is3feSX6COxP/bmP6FvBKifoc/5yXxW2XxWnaQA9SNaD1QCnthZM/LQscyCNd6aIzHcqLC5ZACz8OlNIn+oKEDdsvoDjeMvTNRFGWnfkFe8oaqyrBtKiooKbul1w1vY3D6msyDGXlZOUXkl2aqqSvKyasb2KZ1/9uwORRvr/x+g/rmiAPUjWkThjBliSAZx5qcWXsY2eStkGjPEOAulFES+IR3o3AqiAHXL6hNAHRwcLCsr++Re4Q2Fne3MC/TxcL3tfndF7ndu376dUN45tYUrA26oNj/KxfW2h8dKuj3d3Vw8g6NKBylA3Rrq7++fmdlyVr+3vvBYggVzfP6D+rHpYSz2E4fq/tO0iMJZsMQnub7K9HttxZZgyZoQZlDQ+LyXZGx264gC1C2rTYFKIBAIBEJ/f39paSkOhyN8hT72volfc8M/Sx8rsL86bRSR1NfXNzk5+Ven4tsTZgG7PEJdWFjA4/F/dYr+epEKAQAWUTg77kdGdFFuoqk5IQ2Dbb/VyckfJApQt6w2BiqBQBgYGOjv76+trc3Pz+/t7e3t7X1HEUVbRq2trZ2dnZRq+UXq6+/t6ug2uxCb7Fv8brCzp6fnr07RllBPT09fXx8AEYPGm56PzQmu32pD0jWiAHXLamOgEolENBqNRqO7u7tLSkqQSCQKhUJSRNGWUU9Pz+joKKVafpFQaNTs9Jw5U3x2WM3wxMDs7CylAElCoVCwtCnpVWrHpu3l1hAFqFtWn1hDHRoaKi9f6wqNIor+cg0MDFDWUL9CBBzRgjm+IKphbHoYh9vS47A/X3+Og/HfLgpQt6z+wF2+FFH0x4myy/frRNnl+xFRgErRbxQFqBR9k6IA9etEAepHRAEqRb9RFKBS9E2KAtSv0zcN1LUE+e1EWX0HClAp+o2iAJWib1IUoH6dthhQx14Ge9ha2wfE135gYnOhp+RpiOstBwd7B3t7O3sn78RXYwtL5sRfp7rb2Nh4PKob2/iOAACA7Sp+5GFva2vn6Jn5Zr0fNXRfTXJMQlH7WkMNFKBS9Bv1e5se/M1aU0s2qDR/SjX6ksr6WxK06bXEj0ZZbWXuE4ld+zVx0/82j/i7F/pGdh+/5CFbGqh/Zkv3hc3q1gEqsu2Zl72+xnV9IyN9bUV1W5+YRvL77AiW5KQ+fknJ0MRIX1dH18gx7OXoIgB2uCLeQ09ZS9vExERLR9nA43F1/0a7qhY689yusrLyy+qb3hSjo7+sHVA++aEFC+xQsjnjPxDHdGOb11xJASpFv1FfNkJFt+cFOGgoyMsryEqJK+neetZFjjfRnBVipqooLy8nKyMjpxlcOLixB98VjVfHOZnoG1qHVo2viYqsf+hvqqXj9LhqHAMAqP6iWDu3mJqJFSdXHTnBFkpiErIKisrqenraajeuK8iIi6mb+5VOwGx7RrCJ2g0FBXlFBQU5KRl5Necn7dN4ACBONz+0uy4jIykmrn7vUc08QFuqh5GimKScopKKhp6etqqSooK0uJiuY+Sr1dbvN0x//VN3PRWXxPKRZdtJeGRbrq+xnoq8vIKCgoK8rIS4pmtS1fDaKxfHa54462obuj94vsYzKHGxK9nO2OCmfVzVKsPwfS/DbLXVfbNbV3rxhImG9FB739Q2km31qYZYHyttXf/SnhUPdO8bMwMc7mU0r/MjS1zofRliqq9v6hK/bKt9SROl9+/c1NW/+6xtjgAAU28yQp18k1vW3WP6dbSpppykuJiEhmVQ+QeDhaHiQDsVCTEJSXnVmwl1S++MOPI63UVWSlJGVlpOyTOtbjMSzrZk3dWREpeUlpY1T6js/0h7vwWBim5OsrC0dH/asvChOa2RslAHNQkxCUn5G4Zxr1cKEjtUGG4mLSktIyl5/fbjN5MAZBATegu8NZVkpMXFJQ3dk5qRS5/DYluao6GiuJi4+A2927nvVh4x8ybeXUtCXEpaWl479OXIqlKbqUtx17T0z2oil9UWASoR1/9Q6dzRC/qZ/UQAmCz3Ej1zSCWyjQAA/cnq53g0/F6tvgL37pkd066j4l6NAADEbk8ZxhNy7rVTayfPkG8TbnDT8lpljAIA4IpMOX/ayRNcOb4UD/Muw49/BwKxi9ny8VpwUoBK0W/UFzoYf2bNQEMnou8W8SDotoMC/XFBs6CyOQDoTNLgO0UtejMgMizY/yb/WXYRzai22Y+Z6WuPlP3lvxAIxC86qb2r4g0+1WX6HoFA7FeJaEcCwGS1p+QPh8SjupbbfuJIfV5ckLd/oL+HOtf/fneAR9c1INDfOzQutxsFPSmqtHuOcKnfjbwf5O/r5e0b8uTVezQBM9oQpCPIziPvEhQa6mmpru0WV9o33JgdHeAdFOhjL3v+f/59TNTMMyjAxyv8ceHmXsPIwnaHG97Y9/f/2qVglNKxlHzcSJoR048/c2jf8w8OCvD3ued5P6Vivf3PuY4o9QMIBOK/GZQSuz78Aj+cZ3kKgUAgdstEtK6UyXyti5jQT98hDuj51C6TC9f9yPDiNga93GkAAHx90JXjCATi/1GbPl7uyrQkmbL+RGOasc7BOGG2wp37HwgE4jt6x+JV82HY1kiJEwgEAnHG8tkIDgDePTHh/vms5rNVFmOIExVhylyMAtou/uH+DgaitAw3AktGAACGyjzk2FmuaroEh/u5qzPR8mqGVCMBUN1ZPvqiOqb+oeERtgrMVCeo9GJfr2sJYbwxxUiYjV/OxDss1M/RUMkorKzr23DfRsRNlgQaSFBvRyD+ccYse3p53DRU4aXIySKi7hwUHuCpyUTDo+JfPkMAwAzku8qzsQvqe4RFhNlJcLJzqkU0TwPAYs9TF1EWJglzr/sR90zk+c5cNEltngcAdEuaiSAj53XLe2Eh7rYydLRiDmmdRACYbIzUFWDil7f1iwjxM+Sm55R0znmPAQAicqAqUoebagcC8QOH1dNBUoq2CFAX2iOFjmwTcCkj/zxmau6Jn6GXCR8BQBY6cDGwmiW0LC4sLGBwS9TAjDYVJiUXtC3ViDIX3p1symnta6wn4qr9lHjZFB8NAGDR6AUcZrw5Pz2zsneWVN2QnckOSpLiYtLsHBduJrSuSRUFqBT9Rn2xg3FWYYP4t6TfYU+Y6PFttNr5swC9KZrS4prxPaRodbev7t7G7FYyuvnSK6EtRufsAUZWTloG8YCGueWIhJZwrSsiZ84cPMGrEdFCcjDur3zw7I2EnnWjJABMhTv9KRGvug/WX7qeqNKzSnus9cw6VHJPYOfBGwkkT4jEvtaWt20rpBl8anGKRjamdyX+xysrpjFMVkxYx8ZCRkTWOKaZDD/8cLqx4CmW9Q7GVwvZFqnJe/wwAwM7l4JryUo3AT3w5OYFOl4m+r10OtGty03d7HNrfhEFWwcjAT41v5IRcrrw71ItRQ9xLTsY9xKhvsDIfPpnWkHPQnKxt6fbCR5ms89dZz6NMF1+T/7kPkZmDnoO9YS+FXRjKz0lOIUYzu6jErXJHMQDQF+6zdVDbMYFH5CLiGkPE6OmveL2mlTq40WmjFR0So/mAFfnJUN/6mpgDelNTWZqs+6gNXs5hsVNtNZWlJFH/XN5BgzfH7jq3bh2aQv7yluWej9PQAvp3/k3Nc19oxu8dJK2ElAJ71+4850+KaCuJ8p2ms0he4rcyC9Ue8kxnBDyqSSV1GyOHvuO08ZFc/iZmgDxg1TXQ8hZHYrXPbqTx614HI+udeE4fEE9foD0RXO01HEaQacyLMxn6bGfPq+bRZ7vaPW5TLOf1+8d4LvjDNgPszuQ3zKx0klo9yGlR10LAGO5TldPn+G+oSVNc4HHYsmz+xYBKm68rbAgq6pnhtz3GC+yY99PJ3Z/GKAtUu3UyV3nL16T5bvIys0rdjd3ZJVbRSxqfmaoNl6Da/95wwcd86vvi+8O1xXkknZ6lB5pIsrKzMbOfyujezmXuN4EXX5WSe/skiAZrrN6cd8sUEMbbLge/tWpoGgDNeS/M6L7AqA6sgmqh1SQ2sb5+gDZA9SycUMA/WnaUqJKwTWkaKiK2xeOMhmmd20+74tvCtdiolF29tVip+XwqFgaxs1WWYtzCtnZ2YhxCyoGNX0CqLjRbHvaEwK3XvavkLsrWY2BWfJ26RqWj5T68Gw/JOBeit6AlNjmOIPjJ8UCG2fXf7eRMK+D1YV51fMnhuPkOdlkvN6SfVYOpxsLnGK+9frjPUdkc7Ci4KVrlg7mPEz8psVLPe7p6kBBdm5dv1vK1Bc0w94uFd1strmgyHW3+vFuT+5zAubJvaQv1gL17uVToiYPHnmoM5y67PRqigAfASpxsshN7jyjjrOHHBODaFTb0nhq5JmWALuUu8tNLparxin9mwAVO5KqduZXWY9X5HdG6E8yYdrHrFk8MhKrdo5V4g6Zp4AZSNI59OtZm+eDqx/feEeE6ojQndq1NFyo8r1+5Gc268zBz+l5bymgogabKmtaBvtrHMWoL9hkkFcniJ33b5xjFrlVSe404UdT9Y8eOudaPlgfq8l8UiCyZekG7TGiNPuEPYsGmhKkTx4zeEx+yYCqvStz6pC4R/NYqxvfcX7DRDJoYbbcU2jnSZGH3cO5NjxMnPoFSy956qUj/cHD6g/b0YAeaqqq6XjfU+BxiZXdOGNrjVBXa67MV2rnLzQ3H/cTYSzF4vL2PZxGXo8Lsp4+DtGnP3LmslPu+HJKhytDLcVZT++mFzNMal43gYFuDtZl+9fPB/jUraKePk1PdLxEe4pOM7p7DgDwXakmF0+xuhfNz9d5CrGe0Y1tWXP1twLU3NAG5X3BITr5obqUsLWCs1CyAc0D1Mxnj1DZhHSjSSNC4mCiFuMOOvWsSYC+VC0pMfVockVsi7x+cC+zY8Hg5s4s8M1hqvQ0GhElSaZXaS86PCf1Qd9n23IKCnmUlMbJM3HIBTV/DVBTNS8wXNK6X/Omsb6urr6hbXh2kQhAnGp7ZMa588ddTNes0xveTSI/TBrmy4CKrvNREuVWiZ8C6HkgR8MgHFIzAwCAH8k0FzhCoxVbXtfQUF/7urFzYHJh/QYVZHOwHCeLfHBOrh0XC699Lql3gnruxEmj7l5YFqtDfUYllDwJAOMFejyC8m4liwBVLpeOceg87UQBbABUvuO8Fuk906/v0h88oBT+FgfQk2G/CVCnip0lzjBbPiqOUOY+ey2onjRG7Y5RPSeqElVT6M1Hx2eYMrAJUFGvAy9RM+smNC8NG6aeewozMMvlVNW7irGy68eQpykAP1bqxn38uGlyz4cPJ3QlSdLuZjCKG1hXORZasxzET3z/r2OSVuEV7cPIjzr22UpAXdJwmbng8fM2mWSgzpbaCLMwaUV2Ln0/9cqd7zSNU9KbXDfFE+w6z5ZW6okT+YZcv4rbPn2T6c1CzetWMrqU9d44A+Zzl22rqws1OC5cu5u/lOHFxgSNczQ80YVvIjW4z8p4Ni51iuZaIySo9ysH1y8XzVCGLTMTu8nWBSq6I82a5of95/UTBwEAMDMjfa3tw0jy72buhQPf3mOi4W+W+twLUz3N1ZVFD+0VBWg4TNPaVtcBdHu4DjViG71ZCrnWNd+/fmQ/y52iceTgC2NhJjHfIgCA6ruiHPQmyWu6et8MUJuK+4M08wI1cilhq4UgrbxExzKSLejPWEPNc+K4dNUiLKe2riL/viHDiXPC7i/mAaAnVVeC+7JlbMXrmspcXxkWWip5/+bJj7SIhOYwFerjTBhfoQAAEQlJREFUasl9A69Cb5ygV3v6HgCGYg042WRuv1kYihGjY/86oPZk3ry077tdVMzcF9mZmdi41CJe9ZOabgKy96mfFuO+PTv3HhXUu9+40rv9MqCO5N0R5uC1KkQBAExmXmdluR5SiQQA/Hi+E8/2H3ZTMbNzcbEy0vEYej3rW389sjlEju2seOQQut5VjIVNO3oQAN5nqLGeVntQ874rReP4KeXQJlJT1x5ncIFTNozUk+4IE6C7aPa0nQgAhHVAPcZtFN8OMJ9ieObAYZWsGfz7fJcrh1k3BqqL2ImzViXv36Xai5y4ZF2OBiA2uUsx8hsl9GLa73Kc4jVM3QyoyApv5pNc+snLi1czxX4SnCyKeRVVtsKcbCaPl0ZRxPEqT1GqkxapPR/0KQaTdJh/3ivkVz600TAUjx6r8tIRpNq5c9cBBm2/4rHN1wy2IFCxA6UWl0+sAHWi0FSQ/bxewvJKwnStjxgNnVtSXYaD/GFOs4IlRhBni6y5j8rbpTekeNBTi3hUji0VzsBjE05OIbuaimxFFnZxv+KlCU5sc5I+1xmBuIK6QCUeWoXA5bnLue5YJdpDGqENy0XTl2HHsnWBOtuYbHl2zyFGlcj2GTwAAA71frCnf3Juue2YKXe9eOSYSWrvmivfZ5if/vkX+bDaVZO+i+2BKid2c+o/H1/6oDNK6sxhZZ/cGCPBXw4I3XlRVVtXlx+kzUZ7XNLp8duhicUP6ti3AlSKvgl9GqhThW7cZ/YdoWfl4+fm5L1iEv+GvP+iJ8tc9NiOY/SX+HkvcTBLOSc3fcLhKaE5TIX6qNKjIQyyPlzyAJXG4/75nhgVAX6tBz0AvYHCXwvUrhRNxnOCpo+6RkdHB4eGhsbmFnEfJmVhpjXNXnjbP36R8ixcanS+CKiTua58hw8yGj/Iy8nOzskOuUG977TgvdczAPA+w0zgOP3N9K6h0dGRoYHhiRnUBtv6kc0hcmx0wsGDgKt2kzhHIx/Xh+xL0qC/ZPS0B4Ppjr9+5JQKCaiE3mgtuoMn+W4/zs/Jyc556iHyy15m5YeDBADoXQNU/mPc+jFviQCLzQ+kqI6IeOU05LuLHmO32wyo1CaFc/jhXGfuvQy2hZPz9R6XL4nfyp4AYr0T6yk+o02BiqoN4qE+rx3fhCZ/MFFw99p5NrUXjQ2uYixsetHdS8u8Y8Vul06ctcnqIy5fGqbA9OuvSoFVH3WLhZ0bKHK7evof/2J1fd6zWafsGwDqXJm9KDOTRngHuXYSp8rd+agvuGc25d9ROMmm/WyUfCFxPE+fg0rWJacl15uV+pJL0dIIldgdo8/BdNWlobFQk53x2t285WFaQ5wWI53ow/KmSI1L9FIeDUu9m9nmcDFqKq0Hb5dXqLcuUAkTFWHKe/ccZVOPfre8SjpTZi9+/KSSX8PSz308Te/gL8ctMnomeurL33SurLx3Rl+m+p7DIW90VUszleHAd45D7enS5npkhTsL1RGFwNTQm9KcLBzcPNy8ApfZzh7d/r//3kt1zjAyb+iDMqAAlaLfUZ8xQs11ZBNQ8c3tmJycGJ+aXZm063iiLSUk71c2PjU5Pj6J/LTNbRJQFWN6cLDYHCxNzSaq52KvepFLP30IANr9hb4aqMnqDMwSrsUfc52Me+Mguu/oVaelQwxfAtSxKneZYz8eZRTkF+Tn5xcQ5OdhOPT9NrbbL4cAJrNMBE4yOVWtbaZW9y2QLSFybHTC/l0AmMZguVMnrjvdMRDlEzF+PEgEdEuU4pHTKveb8ADQnabLu/+nEyyCAoJ8/PyCl/nYTu7/frdoVCcGYCjdYj1Q32AAAFCVgXKn6DhUHfTETnI75W0IVPET1AbPxgCmim05D/LdsHDSk7kk4lqBBMC8cmD5GFCxY0916A9Juy+texN7H+rzneB2bV0cTVC/wCZ2p4q8ZIjpSzQ4evhaYCNpsLBQH6HOsGeH1N3n67Ydb6TeROHTP/A45k5s0jH7BoBK7IlUZWIVcq4gQwA/8sTo+BGJiK6Jtw+12U8Jhi0fg2yLunKSSS26YepdghzVCf3E5TXUmtvi7PTKsSOLrXf4T/IbJPaTS2Om5I7UL3SGL+bH8+35mDkN8pYGZFOFTvQHue2f9y93RLYqUKcaI7SPHjpz2e/Vqp0WhIFE/fM//SoQXLsAALDYHqxMs4fZoODdTG2YwoEDp2wzSVnF1/rJHD3AbPO0BwNE1EB9/vOi1rFFAJgo8hJkoJIJqQcAAHSRk+ARavWHrTMYLBo5OzUxNjYxNdP7zF6A+YxmRO3MIubDSRAKUCn6HfUZa6jZDqyXtSJq1jVkHUmaUldVI95+9rMIzWHKp48oPOiYB8B3ZNqK7vnn9r1CYi4vUQAALf5XzrDJkoH62u/GIQbNp+uOnwDgRrPtaI7zO60C6hPVs8xS7hWrY6L7m8rSKpd6rTPPjRn3sCgFtZHbE0xznP4xqmsBnwYqrifLloGOziC5fxFN8vuEXuiOv3pyJ71VzjRhJs9c4CSTS/3aq4jjLQXpSWn1Q0gCACCbQ2RZz1zxawEAGHloxHnh5x3fndAPLh4EgKm3DxQOn1K+3waAqQtTPs4o4FI0tYAieZhCD1fcOb9v95WgFgKMZViLHuQwW5nyPXpJL5oEVMAOv3S8cupve385feSic8EUACwM1eYlJRQ3j2CAtIYqdvy0fsYgBmChPFSDb8f3P/4irRdeTwAAVLk988nlKd80K9EjXDaVH1IN1xkkdOQ0t33FDAAAoSdVnYH6knHePOCr7lyjPcjtQ9qEg+8Kv37u2MXbFZOLAOjmJ+Y8NAck7z5bdSwXh+x5lZqS9rIbCUAYf11R+rKNTGP063sCe/deDyjf7JVsQaDCbKPjVSpml+XO3EK5u9iZX9g9S0lE7Y1WvnCUw7UaTZh+5SuyZ4+sXyOpXOsDFaiOiAfWTBNRNfbndjEoRHQRAQDmK7yunGSU93mLh/lUDfrjZ66n9wMAwHSZHQ8NnUz8MBDbo7SZ99JZZZIOVM1mmFw8cvZmRu9K73PuhRsHK5dVIblgcYtbAqjIhgDefQjEv5mM7oU8iAz19/P18vaPz6geI8B8U6r9lZNs4rruQfe9tS+d5BR3zOrFAeBHqx4YX5NTtHS/fz802Ntc44ZZYP7QIgAgW+9L/O2nI0YZQwAA2IFsHzl2fgnT25Ehrje4mC/phb6eWb12MPvSgYv2kEZM55pUUYBK0e+oTwP1fYY5DausD+nQ4Ydqjb8heFHGZ+1hlc2Ff+MvtX/7tZDWGQDA9+cbnEAgtl26XUGa+nl7l+MgrbDXGxQATNX5S//zuyOCOpb2dnbW5iauEZlN5DEOduSp6dEDLFYFvSu/l44namd27jsnYenoYG9rbWFpcyuscAiN7nwRIiN3XcfS2s7OQukaDxuLWmz5wFIvHvMmUnX/Xl6vuk8dP51v9pfY+U/q69mr6D4SIU71r8Naee+GC+w4fvj3WTlTGzs7O1srczPXiILmKQAosjm7DfGDVkrnAgDMv/URoTnK6U7qffQlm9IhEP+8crd6EgBgoiHk2rZ9Mve7iVMltuz/2ifoWPvhWHuu0enCzl1Mt7vRQ5lWvNsZdXOnAACQRbc49zGqR9YvdfYJ4yU+9P9GIHayuVdgAKD3seYhBILZ5tkYAMBEoQ3vrgOqKX0oAEDVRUvtQyCOX49vxQEAEVVsTnuQSf1RHx4A+jJsef72M7WUiZ29na2VuZnHw+KBBeLwC295+r0ssrqWVmYq4kzMEg653TgAWOgucLxyiO7SFQNLOwt1nnMccr4FwziAmeYEuZ0IxLaT8tZet2/ZWVtZWln55LRMExf7I659/7dtTL6tC0AYe3bf9qqcqom1ja2NiSg762VJt+LBb+PYzGxTlp+7nameAuPu/9nOKK5/0/X+49dTAIu9hc4iB+k4BfSt7Kw0ec+xy3rm9uEBANWXbMHNSEsnY25vZybLxcapfO/FOB6AuNgQbyp4ei+3hrmNpb6kACOPRlDtBADAeHWUDstORtHrZlbWBvLsjAKGifVzAIAfrQ5QpDt7gUvN0sHGQPg8q5Dt45ZFIgB2qiknxNbOWk+cafv3O86I61lbheY1jiwQiFbMCX85UGcbku/Y6Oloa6gqKSoqKCooyElKKFh4pnWQavtwcZCdiri4hJyKbkLthzMa2NbsAM1r18S0PHM6lk+cLb6viDKzdUlrXu59zVUmuKuKi0nIKDok1a7/Vc+35wR7uiVVrm3HKECl6HfUp4GK6iwMj0mv7l9rXwcmmjIexadWD639fFMRx2pSA3ye1E0sAgBgJyqfeLiHJy+dKht7FRcUnlQ1hgWAxfHGdCc7MwNdPQN9fV1NVQv/pHry9kgCsuN5kH/My3ezKyOoqY68WJebhgb6BgYG+npa2vqmPlk98wAw25bjo6+rrautoW4ZmN3y4VYG/Fhjlp9/YtXIp8w7ofvyQ52DYqvXzKIOlj7wdYt+PTTdWxl7y/qmnq6+gYGBvo6GuoVfZv04AAyURHq5eOW2T+EBADNW/SQ8KK6CNKYgjtQm+DmE55MbA/T7uide/k8bZ3CTjWneztFZbegPn0RAtz3z876X9g410/nykXdkbjep/PpLY/wePGsYXVlxxE9XxdvcDohtmAAAmG3NCXV1jC3uRgEAoHuLEn0DnrWR5uyRvc/jXO8lFJAsQhCx/YVhAdHPWmaJADDXXZ5oY2lsoKdvoK+vo6VhF5HXPQcAMFwaaG+srqmubujonfduZYp/setZ6C0NNQ1tXUPziHJSg0WY7CgMNbWxtrQwvWloYGCgp6Oto+uc2jBOANTblLvuXjGvSaci5jvzH9iraWrr6Gjpu6c0bTAnsaKtBFTiTEOyq5Weuo6huZWdrbm+hoqZ14MK0tQktjs33FlDTUNbx8A0rHRw5QUhu/LuG2lp6WpraLoklg6tdJuwrZkuZgZamurqJp7R1eMrj5mui3G3UlfX0NS1cE5p/qACj1YmeGiqa+po6xr65raRJ5gxE/Vpnnq62rpGZjbWNuY3dbS0PDNqhhaIWwKom+u3myv4khusfhoFqBT9jvqdjeMTiQQ8bkPhCVvbyMemCaf4CNgy2kpA/Za0ZdZQt6IoQKXod9QGQB0dHq6s+PyJ3FXCTdTeV5EXFxQWExOXWApiIiIiQnbJNesmjbeQ8F3Z4SYCV0SuiS0nW1L8qjC/lObNR10fPRxJ0Z+mkaFh5Nz8p+NRtFokoBZE10/MjxCIn949+B8lHJZAASpFv5c2AGrfQH9pWekiFoPF4740oOf6K1OT4mPj4hMTE8ghIT4+LjY2v7F/+itu+GcFzGhb9bOYmNjEhKVkJyYmxsdGP0x71jCK/cuTRwk4LB7X39c3MflZ+4Up+lB4LMGSJSErqKavr3dmYh49i6EEUkDNYqZHUcb00RSgUvS7aAWoRCIRj8U19Xfye2gwO8hcuad9+Z7Wl4Yr3obSUXZKsfZKMfZKsSvhRqyVZIDeV9zwzwraIkFmCrGr0qwUY38j1k4x0lTE6y9PHiVoXfbS5nJV4nVXa+xrAwJgKfo84XBYNHLBii1R53iEMX20CUMsJSyHm/TRN89GK2wPKKcAlaLfQytAxeKw9dW1D1ITjllcPmTOf9j0K8MhU/5DJuuCKf+hr73hnxa+0WT/54RfTXgPmfJllBeMD412dXd1U/QZ6unp6erszkt89fR+SUZ4Wfr9EkpIv1+Sfr84I6y0KqOjJqu7Jqt7coiylEDR76BVI1Q0Go1EIWfQ85RACVs2LGIWcX/1sO+b01/YxFBE0X+ONlhDpYgiiiiiiCKKvlT/Bwx0USHRhU4fAAAAAElFTkSuQmCCAA==" /> </span></b></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<b><span style="color: black; mso-fareast-font-family: "Times New Roman";"><br /></span></b></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<span style="color: black; mso-fareast-font-family: "Times New Roman";">Plot Features vs Labels using Linear Regression. Red dots are prediction results and match closely with actual run times shown above</span></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<span style="color: black; mso-fareast-font-family: "Times New Roman";"><br /></span></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<b><span style="color: black; mso-fareast-font-family: "Times New Roman";"><img alt="" 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" /> </span></b></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<b><span style="color: black; mso-fareast-font-family: "Times New Roman";"><br /></span></b></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<b><span style="color: black; mso-fareast-font-family: "Times New Roman";"><img alt="" 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/> </span></b></div>
<div id="PerformancePredictionforPerformance-SensitiveQueries-References" style="text-align: left;">
<span style="color: black; mso-fareast-font-family: "Times New Roman";">Check confidence and accuracy for the model and train the classifier.</span></div>
<h2 id="PerformancePredictionforPerformance-SensitiveQueries-References">
<b><span style="color: black; mso-fareast-font-family: "Times New Roman";">References</span></b></h2>
<span style="color: black;"><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6678907">http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6678907</a></span><br />
<span style="color: black;"><a href="http://ieeexplore.ieee.org/document/6332302/">http://ieeexplore.ieee.org/document/6332302/</a></span><br />
<span style="color: black;"><a href="https://en.wikipedia.org/wiki/Non-linear_least_squares">https://en.wikipedia.org/wiki/Non-linear_least_squares</a></span><br />
<a href="http://epubs.siam.org/doi/abs/10.1137/0111030">http://epubs.siam.org/doi/abs/10.1137/0111030</a><br />
<a href="https://web.eecs.umich.edu/~mozafari/papers/sigmod_2013.pdf">https://web.eecs.umich.edu/~mozafari/papers/sigmod_2013.pdf</a><br />
<a href="https://pdfs.semanticscholar.org/6de5/1cb7a3c00aee4047edb5aba39266828125e3.pdf">https://pdfs.semanticscholar.org/6de5/1cb7a3c00aee4047edb5aba39266828125e3.pdf</a><br />
<a href="https://pdfs.semanticscholar.org/973a/ed0257547ce68fee8882bae5adef2c30b1bc.pdf">https://pdfs.semanticscholar.org/973a/ed0257547ce68fee8882bae5adef2c30b1bc.pdf</a><br />
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"><a href="http://www.lbd.dcc.ufmg.br/colecoes/sbbd/2013/0023.pdf">http://www.lbd.dcc.ufmg.br/colecoes/sbbd/2013/0023.pdf</a></span> <br />
<br /></div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-35295414905181077322018-03-30T20:54:00.001+05:302018-03-31T19:01:05.463+05:30PeopleCode Native XML-to-JSON Conversion<div dir="ltr" style="text-align: left;" trbidi="on">
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<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:10.0pt;
font-family:"Times New Roman","serif";}
</style>
<![endif]-->
<br />
<b>Objectives:</b><br />
<b></b><span style="mso-fareast-font-family: "Times New Roman";">User should be able to convert any XML (currently
supports UTF-8 encoding ONLY) to JSON within PIA. </span><span style="mso-fareast-font-family: "Times New Roman";">Additional </span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">encoding can also be supported. Below is a working prototype of this solution. The user can load the XML and then click on <i><b>Convert to JSON</b></i> to view the converted JSON.</span><br />
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"><br /></span><span style="mso-fareast-font-family: "Times New Roman";"></span>
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"><img alt="" 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tqwmZRRXhrt7s2612dg8KrcBx8dvr4zPu/jS7l7YosLzaQXl33P2gEfJrZ+EtRJV4h71l6JflxyjrRtj0492xz20QCjZLcfn/Pzjtnp+LNJH+WOT1OA8ZkuxKbvzpscN3YdOnn9fGvYtbSQdObKx7fHzCrwjvYcv9WQePXuucLhUY84Xvfw/aM5V/t8Zlt4bMY5aAk7aKyt5MFbR0tLTSTFqj7EmhybueHGmAOTw7joRQUfqZE++63UtPfT+4bHp8/FJe0rsM5junum5+DJG3EVM+0tbfuzGu8V15f0zibHpey9P21lQw/Sbq5N6JrwSxSnhykliC+vTkYFrK3s4VtRJWVWITTevvtIRly7P8Dp9rHWnUeyzjX7g4QUovWFScO5MzcTW9x+IDTdvfPOibK6BSpIiU4vNufjQhygPUs3k5PfTOzoX/Ldy7i2IaWr361QPMAwsuXBnfdiymoXsf76ovXHHzwwi/ND3fHxya/tvxnXaJvHtZUn29MGSaXHOAeDCoFAvm6sqW03usOcFxU8CP9pUSFIslNtzVHF0+YFZ/7tvMstviAtexHegymof+7albKsbrdbAggpBwnZj0lhDOutaziZ1j8u6CghB0k5gAvep64phnFisKnpeFL3EKUSPNbwoO7K3eFhRHA5g0Nm34yXcXlRk5NYCnJ+h+3h3eLDRfMh2nUnvSypbsEmav6w4Mf4hYn+U+fqW/x8mFFDpBwkRB8qIbS/NLfgbI5xxCc5zQOnzlSWLSCWuYnkhIbWkMqJwlBTS0Jun4Eiqm9XppZPTYQ5h8M/OOO3+rlnLB/hPQjvRYXWPhNFs4qitvZNOoPsM/fKi4m+kPf+jdztCfX1Zv/YuPlG+tVtmd29i0jTw3tvnHyY2+Mcqq/adSbvxnBodrxj9+H0001B58JcwvFLO66PTAmACtlzMm/+fFNyfJvLTqrO6YFTsdePls5NmmZzMnMO5Y6ZWLL14b1fHyh8OImTjOINL6afS387sbVnJuxABS8qBwmkpbzg7R03kzr9iMS1P8x/Z+et9CHv3HT33qirMdXzwwOdu4/ejrvX1z1lvnQqccedKQsTyE/K/M3pqhqjc8LqGbF4TW7Gg/AeRER4srOyaO3+nPQ2l8dhzki9+XZiS4txqfJO7pZL1VULvB8TfKTmmTPFxyZty+ztWJy9lnBzY1rPmFdAUaansmhb7O30rrBpdCzhQtqO24YpQjP3tBw6mnyybKpvLjDY3bTn1O2okrkwQXRXFaw9fDd7QpR8c+nJaT98PzG23jaHqQH0GXckQMjdBhhUCATytWNNbbvRFWI9CO8Oc0/Le1FmenogPr6pbokKU8xYZ/vJxPoqG+FFeQ+qoD5LyoWHKS22JVbxLT8EEcMo2lVdfTixa4iW/J++4KNzMLyvvvbQpfZ+Sg6T2qyhN/5meW6n3dDadPRWT8cSsWDoPZJRXz5mNwxP3M6tONdgD9G+gutFJ2729wc4Dyb6UW5+rDvqVFWNi/Jiomf5yqiEhN0Prpecy+9vsnj6+zqPn7yV0Y/afeGy+3djCqeGRievZ+YduNE7jAFLf9PZW3VFPba++trDOUODbsaHCc+YbZjzIHxr3xRFc4qitvRNOgLMs/aKc4c5Lya6fZ7C7Pv7Lt7Zff72oWu1FTOCH5fDQXdpYfnHsdm7zhfeHvDbCcluHjqfUnS1D3XaHDlX886XTJtpBaGY/saGI1dqqyyYj5QDCGPpbz8Qf2fXuVuHrtVXWmSMw7rr6/YnNddbCJSUvAjXVV164Hz2kau9fSEuQGm2ufnr6RkHcwf7XFqYkoOzE5fS8nbeM46PjySmF2X0+OfnZtJSCpKanHbH/M1r+XFVc3MUUnO//EBs9sfxd/ddzN2bVJzVG/ShggfhfKQ6Oz6anJq1OaaiYDzo9FqvZtzfHZtzILm20kp7UcET5txhIUCxhu7uc5du7YzL3Z3a1jyH+QjRh4lOp784L3fXhbyPz9/em9VcNU2HCdFPyMb2plOJt3ZeyPs4IT+hyWlHZAwjBtsaolLrS00MybMDrS3RsXeudrkXUNmHPGOf/bjUbbDCoEIgkK8ba2rbjY4g6w4LzjDvCi3/yjvDvCsseBCsrqQquX5xLij4MMXnCVaV1V2unV8kJQ8iBwKOwvzOwmHvEil5QoIzzLnCog/FR7oHrz6YHCckT5j/9DVDgiss+lDC2DeUcX98DJc9YTHAYB0NrSfO5X4cX5o77F/CNE+QaCwtPpyYtzuu8FKxyUQrIZI39PWcvVh6Z8S3RMl+RFiwTF7NHuj00h5EfHRx3oUrDvP0tVv3d1+8d/B609U75flDmJOUHa75m2lFx+/Ux2aUp93p7QsDlAnVl9QdPZ+770pl4RTqQCRP+Kl5rlwwzLvDj9+hKq19U3Y/60J4V0hYPnPltOXlh3gXynsR0R0WnAjvRkQPKrhDggsRvIjgQpa3VHQhnCssuFHeExZcId6Nih5kZfNdqOBFRTeyslFulPeEeSfCeRBp+Rx3WPBgwqOb9cRwj2buDoseTHCHV+6gF5WeGi4suFHBgwguhPcgkhtdvojgRQR3WHAinCvMO8Pc49W5woIHE5Z3xo0IHlRwhwU3IrpR3v14oxDejYhuVHCFPrmmM8y5w6IXkdwI7wovr1FcvqAbFT1h3h0SnAjvQQQ3wrlCgiu8fHHeGeY9iOTBxMdPnsd7+3hiPlzuHoHvUCEQyNeONbXtxsUAawvyS0HOFuCXgtxSgFv+1Rbg7YjoQgRbkLMFeFtQcKKSK7zy26Wg4EQlZ5i3BT554GKQc4QlNyraH13nyWvaArwtwC8GOXtYdKOiI8AvBbilIO9AJDcme1B5+WpLQc6JyB5UdmOSGxHtweWZSG5McoYeDRcSXOjKpx5PeCnI2UOSC5M9qORGJTequBFhwRPs7Bp92DZR0dibklWdVm+3kJIjILgQ2YVJblRyhnl7gP/UPD/5OMi39K78lW9L7+S8l7GF+E8GfbRRn0wgKDiCgj3E24P8o43ibUF++Yg9uHwmbwvx9iD/+INHO/zExwF+KcjZg8snCLZHk7GHePvj4UKcPSjYg4JteRpB3h4U7KGVPVwK8PagYAtxtiBvC3H2IG8L8LYQb1uez6MzlyfgCApPzuTx2m0h3rFy/ZWPHUHhUxv1eHWf+pT90T48OeflNS4P9/hZt3yFR2sU7CuT/GQfPhkuwDlRqXN4bskJgwqBQL5eLAeVs4WEpSD/LD91XLA9+dvQMx/y+cc/9xzBFhKemkNo5YjtidM+PcnPHf3R1UKCHRHmne6igsozWeUnMyoz6mfHEc0VWnn4pwd9lraQ0Nz3RFB97Bc+BPqV6kTljhEYVAgE8rXjC4P6By23GOCWgqKb1AOUHqB1Hy7bg9xi4AUuYgsJzX1TMKhfH52o3DFihUGFQCBfN9ZUtQwv+NmlIL8Y4KCfdSnIN/aMMwynaVpT19icl4F79Wp1IFLbkGXJ6X3Vrx0IBAJ5ijVGi2/exy74uHkfC/2sCz5uzBpwh1gfKoxb/XNeuFev2EU/P7EQWnDjAVwMEFAo9OuoDxdYUX3Vgft9s2bRL8x5WKuHmfOw0M9q9TALfn7WzVpczIKfh3v1yrV6mAUfb/VwFhcz64FCoV9HzS4aZaRXHbjfN2sESYNCoVAoNILykqpo+qsO3O+bNa96AhAIBAKBfBOAQYVAIBAIJALAoEIgEAgEEgFgUCEQCAQCiQAwqBAIBAKBRICngipKMoqRCEaGEDwMhUKh0FUgghIoRrKc8Ko69I3hqaCGUbxncGLCPG9dcs0uOqFQKBT6zda65Jq2LvUMTSw54E8fe1meCiqCEX3Dk05vQFBUVpSgUCgU+s2Wl5UQRvaPTNld8OdjvyzPCKrd7WdFieL4ZylQnEDxwud89ves8Dm//ewMnz7ylcxfeNZ8nrlXwrNO/tSsviY7DIVCv+EyghhAcBjUiPDcQeVFWgKcBlgVcBpgZYX+vd71zwRGUFkNcIq6PA1aVFkdsLJMsQItA04HnA4YQaBYnuIVVgOcDlhFoVielnROB4woUuyLDPdF0hJgNcCsRFFYng+nAk4HrCx/sleCwqqA1QCrAVbVGUGgOJ5iBVrSOQBYaXnbBUYBnKbT/Kt/sUGh0G+2MKgR5PmCKqicQIYGrnTEvdlx4fW207vGO4yYrjO/n1vOS4wo08KjyPECzQv4VHbP5c39xc2IILOaiizUGC69OVjVGlIJe01s79nXOxMvL3gRWlXwYOf4lfc6zm4ZLm1FVNbbm9x74eSs2UWp6rP/TMBL9JPDfbECLane7nMDKRcWfCglqYwqoK4644W32i+83nZ693jXKKZpNCfQks4ifRNZmzvOvt5+dm3P9XQHprOiyqqYpz+19/g+05iV0DRG8C+WHu5LSbGjJCVKv98/uECh0NUlDGoEeY6gCjLN4K7qrc3Hf9pb1ek2tZvzdzZt/15fQ3eI1xiepwWZFhVGVOjHj1ppkrRyXBBXrvM4D7xIizK9/H7u0WmMKD16TybQoryiDHjWOt9dNj/h5TVl5bOCTPqMI2f+W+mun5vmgCR6Fu/9smjLTw29bha4zGk/K/vPNYVrfzgy6qA0BTFda/7gL0vf/X/rL+UGAGMvea/s1z8y9M9SADyjVYLGs/MLvWXWMRevqY+mvbK6z2mbwMjAXvifVet/NbkUpAEgQn3Gsz+oO3LYYmqYynyjauv6yUkHrevsUuVg/I/qrlyeH+50DJWMJn6/PvHovB2IILRUtrnix2uqUrM8COBV51T835evXz8TwChJhkGFQqFfnTCoEeQLgyrQskT4Knv2/o+G2+WEBAQAGDYUnDP6PX6CkxhJphgcC/vRUAAjmOUAkAyFEyRB4jjqR9EwwfAUL5AkihMUyfMUz1McQ+AYTrG0KNMchYf9aMiP4TQlSDQvUCxDEDhOYBiKEuiCrXJLxd63RztnGPHxP0mKtKKiizc6tv9tc06tx3K3c9/ftxW2YyoQwNJM5m8rt/6sOfp7g23TOMOHumPrT7zbsuuvmpLzg4BxVG6teucXo0NzFNA/3SpBYTm3s3p75d43DG0mRpRoSaFYAkP8aCiA4fTn5E1gZOAofbNu+zqTPcwAFV242fzB37WXjAoAMIzXb50JhRlWX7Bk/Lz8ow9nFhAOAAEAxJrTvu0vmjMrwoB2VO+te+v/KFr/m7GRBRKEzCk/qt6+fTaIw6BCodCvVBjUCPJFQeUlhqdDHfuqP/6RwcCwskRxPC0ojAoYSaJFgSQXZm6803zsnxqP/lvTqZiFAMUC1m9IbNuzrjvrxFDGj+t2/U1HQVWA0txVG5qP7bF6aVaXwtPX2g6+NtxtFyXvQsnB1j0/aD75o7qTRy3TTlrTCKRp6MRP6mN+2x69tiPug7bjf16y/ltVuzdNDExhmrby98yCzIqYt3Zv7e6/q4/6QW3svnmHxikaB5Zmrv2qcsfuvpR/6apoRkKoo3pbQ1pUzxcHVWRUBVks7z/8J8Xr/6xq14bxvkmMC87lbmw5+v3GYz9tjD5mdYUoWf7MM/JTQVUwx72O9d+ujbtix3CSBwIArAbYpYKuI39RnV4UIlVWEmgJMMTCTMr/Vx61fT7Muaq2Ve9b23nulwNFZV4Km8mAQYVCob8PYVAjyBcFVZBplnAU/qpq7w9Hx3jmqX9bVVjJNJn8s8oP3jVZFsLBQWPM9+pOnbMLpH/oTN0v/lvj9TwvZ7dk/ax803rzXJAwX27Y+Z2eFgfDYs7CX5Xve2/WS3oad1dv/LWxZ45RbDMZv6ned2DegxJEbc+H36o8sH1mCafw2fn7bxRve22sZ/aJd6g8xQmMohPext49f3T/vf/dWzvOAUBxKgeWZq79svKj3WP5W1vyCn2Ohdl7P+vMT+vd9dfP8Q5VZTn7YuHbJVt/ZeyaF4R58/XXKt95bXzMHMYnJi78sPbI4bkQRYvi08/IJ4MapDSdo32ehqj6vd8p3/q9zrsPPQhCigA3xLfs+fM70u0AACAASURBVOPW4gGEAYzAU4LG0R5n4W+LP15rsjrdNVsr9+62duQMXz05NTE0nfkfNTCoUCj0qxcGNYI8V1BdRa9V7vvn0XHhqaDKgLHmdR7809rrZSEaiCobbPqofMePhwfnAyOxdeu+31c7ygDgqNxcu+4nxrFFQjMZjn+3LrMs7B8xnv5O89UKhDZNp/x90d53x9q6vbOD8w/eq1r/l71dswjS2Lvjuw1Jd4MqkFS/reid4u1vT40HRKB+Mrog0yLuaTnWuOW/V23/h4bE625e50VtJajbd1oa49qT0+bnWidS3x1pK+rd/ddNSfe+MKic5HWUfVCy7Y2JCUrxVfUd/bPK1Lt+HIi6jHYdqtzxP3saLLQo0zy/8g3DALCSzMjAWfbWSlAVheZERtExZ99k5k/q9/z3ko/XTY6FSFNG697/p/lhz6Og6hztsRf8vHjv29MLPnfNloqdm2cX/a6S97oe3hhJ+EX9LhhUKBT6lQuDGkG+8K98RUZgkaGTtbt+ONSPcYpEcTwtAQ4AHgBiNKXt4/+76WE3ygJBopGOvRW7/mmwxxoYia1b94O+2lEaqPbyD2vf+Rfj2CIBdGfZO80XzljHMjv2/9o4yfOB3vH4vyna+g8tZ9/turiuO2lbX8Z206gdCdb37vxuQ9LdgAQEybVUuLZo+9pJo0dY+aYknuJERlJJT2XX/r9pTsleGDhbu/mvuqv7aQUIYHElqKPFw/HHJvuu9ydcm18s7939V88VVMFtL3m3eNvrE+MEv5DXeeCP6/PqQxQQJAEfOFG1+++6qqeXv52KFnnUO+kY7PH5cVrVbA9fr9385pQtQCkqIwMBAF4DHAChicz2zf+lPrs06O4eOP7tyvjcIKWxskjLgMYtUxe+XRm9f4kUXJUfVuzcZJllmcWbHUlb2vb+be3u3TCoUCj0qxYGNYI8xzclSTKJdA9Ffaf6SlqQAzIANDaz1Jw9P20jQ+0DUX9edizBwwAJsI7835Rtf21i3hMYXg6q8XFQDaMLJACUu6Y/+l9bE99vPnveRgGJm5u98ZOij7bMOoEOAOkZXOzo8JM0gVb17PhuQ1JeQASC4rOVvley9b3pGUYFgOY4iuMpQWYkvy37zfKPfjlq4Vl8eir5L8q3v2cyYTxwzVz7RcW2HbNLC9bctzvO/aL+RpnXVt27+9uPgrql6p3fTkwGBABEAAQAePVRp3mVU/yOyo2lW96eMstANIyc/suSfaccKJCA6il9t3zzv44YnLQo0bzIAjXQF1P/5n9tLR0kgTp39SflW7fPuXFW5rD5JnNHrdPDKwDQjrKenf9X3bV8v8w4C96v2PzzoX4rC4AEQNBwtmHTtzsfDBKAsJd9WLFj08w0KoGQNetXFev+z/Id+6whGFQoFPrVCoMaQZ7jv83wEs3xocH4vnM/akq/YqpIHIj7Vd2unxn6xjGddrcntm/7QfutE8aCQ00f/aS3rB0FnK/nSOXP/7qrfIgG6tLDtyp++fdDQ7MEAAzrmkn+dsFv/7jpbhcha6zKha35PYf/vSXuwETlxc793284d24JIQmsrGP9t6rjbvoFlQOCrze2/sNvNSXGzZusKK8wgkgLgqf349o3/2tdQkFA1jigIuZbrW/+UcXFdA/jsqT+c9E7788shBxl/1689o/qC3oRe0Xnhj+uibsdAIy95IOy//yz5tTj4xUpE0Xx40WXZ0bnCUaieYHiRBYI/sGLDR/+aWN83KLZaOu/2bXjB23XjhiLj7Xs+HF3QWVAklb+i6qo0sj0dNb3q6N+PVBwou3gz7uKWzBW4UQuPHSlcde3yk/una64MnDp32v2rJ+ccpKazgdHpu++Vb7v7ZH8xImCUz0nv9+Wn+MOAxEEFwvfKlr/5tRkUAQAn05q2vxfCtdtnAnC/zYDhUK/WmFQI8jz/WAHXuEUFbdWGvOiR3KPDWenz894KAAYTuKA6h/NG8+LGr59ZqK2K6QBTmYRW8t04c0Fs5OSpeBUmelhjs0ZIGWZ5riwqXCy6sbiAsrwAsXJHJDD1prJ7KPDudGG/EIXxrOaSuGm+cpMc7cR5QVaUgm/abHx9Mitc9PDkwivMIJIcZynN2WiPHV+DmF4kRZVGnc6uy6P1tb40JBvOH+yvNIbItH5alNVxpzFjyMz81Vp5u5RTOaC07XTBedG82MMuScNd46P3Dk1NTT7KKg8LapE0LLUFDNyK9Y0OEkAEDY9mLgbNXz79HhlS1DRmU++I4mjVUB4hqwVx4ZvHx+taQ1RIi1JFK/QPBscyx3LPzWSGz2Sc8kybsEUwHA8JQGeW1yovWzIPjacfXK8pi7AA06SGJkITJVNVpa6vSQrKzRpXai/NlFa6SVoShAj+MqBQqHQTwmDGkGe/2f5CrQCBLAipyo0yy0fZ7SVgzwADLf83TqAB4BTZIrlGQXwALCSSLEcxQmMCgQAOPlRJ1hh+YTlK7CiSLEcxascALyu0RxPsRwtatzKoOrKX/ly/PKgy/+mS7EcJSgsAAIADC8uf4oRBFpenoZECY8uyPL0E8MJn/or3+VLieonw7E8o35yPvOpnwXIcssrXfnsyg9X4qhHc1i5vqY9nvbyTD7ZLp6nOG55EwQAGFEgHy1fAI9/kCEUCoV+VcKgRpAX/eH4UCgUCv3mCIMaQWBQoVAodPUKgxpBYFChUCh09QqDGkGeEVSHJ8BJMs0LUCgUCv1my4pSECVgUCPCp4PaOzS5YHdjNIsQFBQKhUK/2aIU4/aH+4YnYVBfnqeCGkYJw7hl2rpkttqgUCgUukocnZyFQX15ngqqP4TanF4AgA6BQCCQ1QEAIITgi3bPq6nQN4hnBxUCgUAgqwcY1IgAgwqBQCCrHRjUiACDCoFAIKsdGNSIAIMKgUAgqx0Y1IgAgwqBQCCrHRjUiACDCoFAIKsdGNSIAIMKgUAgqx0Y1IgAgwqBQCCrHRjUiACDCoFAIKsdGNSIAIMKgUAgqx0Y1IjwAkHVFVHEvTzi4lHoi4i4BNStiuwL3RhdVyUyAHf7ldwvHnHJdBgA/Uu+qiCQPzRgUCPC8wZVVyRysc/bm+dszXK1XYc+v87WTE9XNjbdpPLU894WXWfck4HBAhfc7d+/rVmu9hvBkWIuYH3JVxcE8ocCDGpEeN6gimTA052jy6SukLpEQF9AmQA6HxgsYDzm57wruqp4unJk0gVU+tXPf7UpE0DnWM+4f6DwZV9eEMgfCDCoEeF5gyrgfkdDkkpaVdKqErPQF1Jn7Z62DMo5+Zx3RVcVe2Oq6Ddo1Pwrn/wqVGeWKGuTuzPnZV9eEMgfCDCoEeFFgtqYrJJWlZxVCUvkfPxVLCLXeeZlP/sV0/Ks4xFc1KfV2SVP+1XKOfWcd0VXFUdTuugf0ai5iG7yV7rSz9veF33sC92vlxn08+8Xs0DNNbm7cl/25QWB/IEAgxoRXiyoCj6j4BYFm4mQZgWbBcIS4OY01Pwyl9LpRSAsAWL5ImaNXgTiIiAtCmZWiVnA2wE9C9gloNgBvTx/s87YgGIHpEUl54G0CPBILeoZavSCuy3jRYMqeIdVwhqJ0ReB4gSqE6gOwM9pX9Ey8TkgLQFqVl05YtGZBSAu6M/1cAvgFgE/r6HLTwkb0FxAdQJlCRAr90shrEBwANUJVBcQFgBuVrAZhZgDsgOwsypmXrkOuwiEef3lnk4aNU9aG2FQIasHGNSI8EJBTVLwaQU3K9h0ZMRnNbx36MGNmoZmmrdqT33WrOIrPj6iPDqiYuYnTpvROUvYeK/m/o1p54JGTmuklRjIyrieM+uYBNyc4h8ylMZV93W5OzLOX0hoNhh0ZkajF4M9GZkX4vtmDcxiRXFGrtU/qRIzaqSW9rQaPfelgjqoEpaXG3oGsPO66U78yb1RB3YciorOrW7TpHkdfWqTn9xz5altNyuPt/rxkc/cFxU3q+SsHmiqz7rZPzkoMRYNn9HIcV9/fuGthz7aoj1jrCefBhaNGDJX3y4tqsL4RaCNTRVeOrdn++GDe07HZFlD0zo1o1ELABk03D9+aP+uqI+3pT8oDREuwFhUR01p+pnqQYOMWzXCohGGhabc4vzyMPepp9ML3i/KSlob3F13XvblBYH8gQCDGhFeMKiYScGmFdQUGXErwOryPt55PPEeqs2DJz6l4jOAmQXMLKBnNMykoCYVMwN6FjCzgLECyqxiU49Omwdg3lV76sTOHfUWO6BNKjHDW6tuHn03s75VpOcIw81T+6MHLO3G6zv+/n+8dbmyThXngThYn7Tpl99ee3+oCx1L3f3Lw22OMY0yq5Fa2tNqlNXdlv6CQU0TPAMqPvPlx8VMGmFBOpLObttx7lZqRcmth1dj9m9Zn17ZLHMzGjoNKAtgZwFjAcS0ippU3AwYC6BnAWMFtEXHp3VyBpDTCjqlLJ9MTKu4+fF90TGTgk7rpAUws4BfAoGC2Dd257S3S6JVx2YAbbA+PP3R+xdnRSvATDq5PNYsIKc/vcn4LCA7Gs7v23v4ehhMTRQcjdl37Hb2rfLCq9f2b9yTlO1GLSA00J99ZO+R6PvFtypKL145tDk6IW/JPwcWbu756ff+5c3zE/5pwFgB1dOTemjXjmSbPAe+9L6hJo2cJWfrYVAhqwcY1IjwokGdVLApBZ2MjLgFYPWFUQfOpxVgihWsHJ/SaRNrK7y+/f0P1n14PuVuQLAAfEYPN9enHtj+7tubN72fWd1KIbM6O0XN37+6+d0P9+w59PHGmBOH22YXATWpoJOAmeeHLp2MSR+fqq27uD+ndRDw/cO3z7z34w+SizIWUQcIlTxIP/j+P31cOdKBTlyNWnei2zmqkSY1Ukt7Wo2yfKmg9qn49JceVMWnNbyhcOeGmKsPUW4J6A4gTU7eP3Bk76HuRRtQBw13Th1c98aGDcebpwYBP01N3c9KTL+f+MHm9986eDbeNNfb++BqeV2zwlt0anj45oWGvnYyUJu/b9OmdR8cP3fTwVp1rGuw+mrSiYNn9723ZcMbP//xT3+77njH3AgQZ5iFe0lrf/ZP33vtZFoBqU7MVVyMXvfG++8dKuvrFAWL/tTTYAYQHa2Xo6Jj7tByc+6WTbFZpRIIAmBX5jOPvbGz1jwUGMlJ2nK0bn4caDYAFrnJqyfe+zi3oV3w3I19a1ts9K5998o53ALo3oGs40cOZjikWfBl901BJzVyhpythUGFrB5gUCPCC32X7xUFHVfQCQUZj4yYGaB1hVH7z6flY7IFIOMKMq7hJsXf05q6/vDlm6NNN7PPHjh1p1JXR4azjl86Fd820Dhdfy5q06mW6WEp3NOY9H7UlezRzju3Dv/ql9sPd8/NA3JcQcYVdBKgwxO39yXGHTqWVYRjs4Ds6ss6c+K9rbfqMrvmbVJ3VnXh8W1vHS3rb0HHM6LWHe92GjRiUo3U0p5WI83utjTKaXrOu7ISVHevik19+UFxkzpyedv2k50zI4A2qci4SkypwYHAdBOKLYY6L549vvtOSdnog9M7jycOzw+Rg5fW/+y1o5k5Yy3Xrp7cHXPvYV9eTMqVq3ZiCbjuxx84UdvdPJC7NSoh09iYeyN2Z0xJK2Daq+PeeWv9/vLWxrGWhMNvbo6/fd+LTuikSQm2dqbs3bg2qn1hFBvJSjqxJf1+mbHs/P6o2DpDH2BM2idPg2mAt7UmHok+fQvTxoZS92z8YF/1cCeHGFn/QGi6k/B0j+Ud23rsFiHOAHRcQUxANnRd+vBserbDlH9hfXR178N7V7Y96DYCuncoK/rIwXSHOANe5n4R06SlBgYVsnqAQY0Izx/UgKPhioKOKei4goxFRmwaoLWFUfvPp93D5BmAjCnIuE6OUZY7V94/0uacBGDMUnQq+qOzU6FpztGHLfXR/hHakZ/09qG68XbEmpe0PqrbZwK62VF1/MSBfa2zc4Bcvvi4Tpr4vvMfv/WrM6W9Om0BZGfv1VPn90dlVGTVdDZN306uf3Dq6Najpb3N6HhG1LrobueIRkyokVra02rk9JcKao+KTXz5QfEptStu47n02YURQEwoyJgSHtOIacDPA7mr5fyx5OQcFDgAXZ6+cdud+npvX/KBtYdb3dNA6u/PiDock22fvJaSeKbJZBZaTpxMyzLPFN/84P30qiYm3G14cPrYtiQf215/Zs/xuNsocINg4eUNBx90tyrCtI5MAnJosfz8oY+SfGB09PqZhFPpHs0J5IY7O7em5pXipBmgj58GJoC3tiYeiT6V5VOtIDQcbE8+ueedN958fcP6HUVDQ3qwe+Tukc1ZpYCcVNExBRkDvHX+7raErEyrMf/8+0fqzN3Bqcz0mBsBpNtwI/rIwVSHaAYvc78IE2mphkGFrB5gUCPCCwY1bFSQUSVsjIzoFECqC6P2n0+9i0nTIGxUkFGAG9D+K4fXxhgDo0AedzRcyThyfMhrVjGDtTTm+JZfv/XWL/7zJ7sbZjqCA1ei3o6dQEeBYMW6U27GfdxongWEUQkbVXQChOqLY/Zezzp9/PiVGfc4IDt606JPnUqqbsrrrbx8pzBvrDL1ypbDD3ua0LH0qLejux1DGj6mRmppT6sRU+7W1BcOqqtLRce+9KAqOq5ask7uOzdkHgDUhBo2qtiYGhrEF3vZUPWDQwcvXy2kNQsg22qObM+rr3J2p0S9d3o4NA6o9t7UqKhj13G2Lj/u9P3qwuakw9mlJUiwKOW3v3n7zdfXf7D2vbfeOnAsYc7b2hB76Ex8DqJZgT3v0vp9d1sbBHZSR8YB3jf7MGb/9ssuvq057khsbDaqWQDf2xazMzO/MISaAGJUkXFATQJsEuDNbQmHo09m+jkj4R5REANl6/Bb2xxtV05u3VnV12AoPLk7tQjwUzpiVMLjQBzpS9x4Nu2GbfLu+XcPVk326khX7/UD6UX3Bm6eOnow1SGYwMvcL3ySnKmCQYWsHmBQI8ILBfWyEjYoiFEJGyIjOgmQqgdH9l/KfCCCBcCZADcN+HFmNi9l/f4m2xgABvOD40c+urDI9jTHbjx6ItWGzAFrVvRbe8uNbZg1L+WDA63OCaBP2UqPHNm3r81iAYRBCY8CdjRcHrsn+abT2tqasO7ojQrAdw+kR0Wfujk1lFN+6vWdmTkTgzkpGw887GlER9OOrjs5HBoHkhlw04CdBJhRCUVojWGDEjZoxOSXCmqnio5+6UFVdFRDKu5u23Apu5hkZoBoAYJxtuTo6QOHR3wjA4lRSUk3Ec0GyKKkD7bm1dd6e5OPvHtiwD8KyLae1CNRURlhMGnJPnX1zKbNhy92DHXISNn1D3YXD7druIGarTNPdmtYfXXM/phLt8PqLLDlxL2370Fvi8pP6uExgPdYCk7u23bFD4yTN2LiTyY5ZTuQqm/t2JqaV0IQUwA1CN4Op7GZo6yAb29PPHAwJpsPPkg8czi7rhWARaDNAbKzMur1zPY2V+/1Kx8ea7UOAGkGyDOS5ca5D3bdrKrj7bdj3j5QOdap85Ok6X7R6c1RB/ZGHUlzCVPgZe4XPkHOVMKgQlYPMKgR4bmDSgQcDZeV0LASHlFCw5ERGQfhivsHNm/bfaK2415PTXZH9e2ewWbO3dGT+cH+2KSO4uRrJ/efL6wCbHP9mX3HT5+t73rQXxG3/9e/vlzRwHi7O69tik5M7ay+mrrz3366YU/bjBngwxo6FB5NPr/xaLOhE/AGtCv5xIaDNcbituQDe/ZlUGhx6vrXtsTn4K57Z1/fca+jFh29svM/NqUX3eiqz+2qvtXS+MBq6VXRyC0zNKzhY+7WlBcOqrNdRQwvNS5q8NeeObrho+SHN7pa8pvvxh3d/Nal/BJFnMV7L54/uu1adm7njaO7TyeOLXRjnXE7f3Okx2sARHNHwr49e5Pc+pw+mnbkl9/91wNJC64JgA4YcjYfiEnoKb+ad3b3oRslOl1bdnRn1JmskDID3AWpGzadScmyBYY11Ajw3sWK2F2/3VU10YuPZ6ad2JiQldN+58S+42ebxzoBadTxYcqSk7n5w0v5dzqL4xOO7ol7UAPknsHru6L3Hn9Ykt/VmN1aFnd5b3Tb1DDwtXYl7di959iD5vyulpSsoxsPnE6fdY4DS8ahX+4uMbTK1DggBj0NJ1//m398e1+yS5gAL7Nv2Cg5Uw6DClk9wKBGhOf+Wb5EwNFwWQ4OyqEhOTgYGUMjWqhp6P6pI1vX79mxce+Ojbs/2nAwIxvzD8nOB3f2bti2Yevlq7kIO6pj48p03t3zm7duXr/nxOlbCftK2xs5dEx2VJSf/mD73j1nzx4ruHNlYmFcQ4Z0vNuYcyT9bl7QM6JjBt3fMVYYk3r7+lBlWt7NfIpu6spMLK+pEsLlJZcSukdbmPm8rGPb927f8PHOjXu3vbf50NGH7c06MRKxZQYHVczobkl+0aDyjlYlPPxyOzwEMIM4lHJy36adW9/fvmNXekGJSBu14DDgOyfuxxzf8Pb27Se7pjt1Zpg03Lp9MW3GN6Sh7aaS5Ds374aYCT1Q3ZB6uqCijEBHNXRY8pU+jNq6c9P6E+fiTe5xHWkcvJNYUFCIM6Ma3jN1P/rUruh2U4eMj2jYMDNXmH90+6WUHFwZXKq5FLtx7ZbNR2oHmiTWqAUH5NCwHur1N8ft37F++6ZNF9OzHMFxPTwC+Pahm9FHN72786MN+z4+0jLVq2EjKmoE4fapwmPbNq/f+eG6CzdvuwMmgA8r8/n5cZcHzR0SNqyiRuBu6L4WlXQjL0QZtJe5X6iBNJfBoEJWDzCoEeGFgpooBwfk0KAcHIiMgX45OAjwUcCMA3psRWJYCQ4ooWFAjwFmDBAjamBADvQr4RFAjQFmDFBGQI0BdFAO9CuhYUCNAXoUUKOAMOihfjkwIAcGdHwUECPqJ0MYAT4CMAMghpXAICCNABuSg0OAMoLw4MpYK44DygiQQTnQH7FlBgdU1PClgtqihIciMvonC8SHleCAHOyXA4MANwJmHDBGEB6UAwNKeARQBi04IAcGdcwAiGE10C8HhwA5CrAhJdAvBx7fl3FAGfVQvxwYBIQB4MPLn9XxUUAbQWhAfvJkYlgJDGjY8lijAB1Slvc2MCAHBzTMuHKjyREtuHz7BgHx+CkxCpBBOdgvB/rl0PJTZQww44AY0ULLB4cBZXg0Yr8cGgLk2KOZv8yOjZDmUhhUyOoBBjUivEhQ6xMefS3ui7T9n/ngUx//joORmk9/RK/2lBpqcLckUY4X+H+o9sZUwdGihAa+gk1++d2L7KM+b2IvdDySqugwZS51dcIfPQhZLcCgRoTnDapEBh2NiYKrVUOHNGQQ+gKiQ7K/x9WUSLtnnvOu6Krqar3KzFXC3X4l90tDh7DRe97eey/56oJA/lCAQY0IzxtUTRaQyVp3a7KnNQn6orpbrgSHCmQWfd7bouvEXI+nPc3T8uonvwp1t1zxdlyjHWMv+eqCQP5QgEGNCM8bVACAKjCMx0LaJ6AvKu2alhnshW6MpohsYOGVz3y1OskjDl1TvuSrCgL5QwMGNSK8QFAhEAgE8o0EBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqBwY1IsCgQiAQyGoHBjUiwKBCIBDIagcGNSLAoEIgEMhqJ4TgCzCoL81TQQ2juHFy1jJnh0KhUOjqcdw0Z3f5X1WHvjE8FVRV0zheYDkoFAqFriI5TpAV9VV16BvDmi8+BQKBQCAQyBcBgwqBQCAQSASAQYVAIBAIJALAoEIgEAgEEgFgUCEQCAQCiQAwqBAIBAKBRIDPDSqGUy5v0OUJOKFQKBQKhX6+Hl/I6w9/blDnFl09gxPWJZfN7V9y+aBQKBQKhX5Wm8tnmLD0G6Y+N6iLds+AwYQSFC8rrChBoVAoFAr9rJwomWYXh8fMXxDUEEYwgkhx/KflRVqQVuSFZ5wAhUKhUOgqkOb4KcuXDKpACxLNsQRJECRBUAzFy7Twu5sq0oJI8S8+UV78oitDoVAoFPoq/dJBFWhR42jzbOGupoP/0nLqZ01H3jR0GxEeMJ/7PlWkRYGkGZLhXmSKAi1INM8SFPvKNwsKhUKh0M/zywZV1jlkzJzxbxWn9prHFrGw29NyouXwd7orDCirMaLMqICVJIrjKUFhVcCIMiPKpLNi6GGZ38dwisooOqtojAJYFbCySvM8xQm0pLGqRvMCxQm0rLOKxggqy9iWOm8Ym2d4oL3y/YJCoVAo9Jl+uaAqrIZ52g9Vv/fP/U0TFACsAlglYMn6t+ot66btYVLAw7bZoC9MCgKBe4NLs2GMJjx1w7HfLTm8d3Z4GmOQsGs+4HIEF4fdMyN+j5fgNUagscCSf2kJJRlKYFDvXMDpwRmfq3FP9bb/1ZpdEvSHiGf+Oy4UCoVCoa/aLxVUEXDYzGzmPxYf+Wh2XuQVkeIEWgbhnuj6nX/e3TwTdhd3bvluU2Y5BkDAcLn53b/tqW1fGr7Yuv2Pizf/z5ZzF+dsZf2H/6Hq4GvdCa83H/5OzZG3JsfDHPDP571VseFdk9nLAI/pQ+yn+QAAIABJREFUyg9r9uyzOAcmk/532Qd/UrHzjeGK1pCmMa96y6BQKBQK/axfJqi0DGjfyHjcn1adi170AU7iKU6gRZU2XW3a/zfNhe0hR2HHh3/XeK0MAyAwkti07tudZX2ENjl+8R9LTsV7wyLLtPbt+POKfWstLkC6Gwb2/0lNfLJbZRbvvlm+ft1KUC//oOqjPQtYODRy5v9n7z2fG9nSM89/Yr/sJ4U0a2al2JldbeyuRtOtmYnZntZI3VL39b68I6voUDQgCXpPEIbee08YetB7C4BwNABBggQI771H5rsfQPKyqljXlrt1zy+eqCAOMk9movCeB8ezb/yHpVGxD0NNvkhISEhI76h+oqF6DDvi4v9pkPjkUIn7gn6n1+8K4HZewcSjv5gZ2jQqe5+tof4vC0Or9rCAn/u3/an5aoPP7Zpcuf/vRoua9WEIuBWHDb8ZIMQcGcyKzj9fraGy7z6SW42GzXT2jb9bHBF4I5G3/nkhISEhISFdq5/U5OvHfH6Vovdf+778g5Bv9gHm9PrdeFg59MXwF/9+W6g2a3rmvvrfJ6uZNgADv3zq46ih8ng5/2d/ap5a740a6lhxmyEMAfeJvOk3fQl35VrdccefGF98ItnTukEvKfs79t1HcqvBsJbKuvF3i8M73nD4rX9eSEhISEhI1+qnDUoKuPCQ/bB7+eH/OlRAVtshDODWjqwk/o+jOfVqt99mYM3f+DcT5QM2AO1cHPuf/u3i0Iodkwrz/5+B1DK9C3y+mdV7f8VKvCm3gM+2vk34n4cLKrTBsKLnI+YHvxce2Hy4YCvt3zFvxcgdZqMof+Srv1/mHIUAXN4fNeUGCQkJCQnpDemnTpvxhb1+t0VcNUf8T+OEj9er7i8k/Yfpqmy5yucOgdtxKKv6zwOf/+1sS/oa7cPh3//FbM+MFfwnHX9gffNvZ8tI0r2+lZh/z37y4Vrzvfn0vx9++JFAoHHhYNuhzNz5K2byn5d78xYe/eXQl7ekDp9NO7Py5H8YivmAOzyqdUXcP2FdCCQkJCQkpNesn7ywg9fpi3ixoOV4UTrRuDfRuDc1rDYGorNIXT6fQ8s7nG/bmx8+Fm+p1seVx2pHIGxTb5+sth3MsE6P+lce/d9jeZVybuveZNfx3qE1BG5/0OPSasRj+5NN+1ubZwKOYnPL6A443Xb97sABp022zTW5Qy5kqEhISEhI755+ztKDXqc34A6DD87lCQad502yflfoPNEbAS+ANxRyeryuEHgB/ABux+jynf9tJL/egIEfwIvhLq/X6fU6fWEPDj4AHwYeHLwAbq/P6Qt4MPB9e9jb/9SQkJCQkJCe088x1J8mvysQdFjHVh/+H2NFDTovWqQXCQkJCel90Js3VJ/T63N6rGb1sVFncrzt50dCQkJCQnolekuG6g26Q7g7GHrrz4+EhISEhPRK9EMN1Wx3eIMhtz+AhISEhISE9KI8/sD3G+rKpvDkTKc1WTUGMxISEhISEtKL0hrMPJH0uwxVrjgT7x/LjlWyI6XsSIWEhISEhIR0rQ6PVVzhwUsNVXassjvcL3sXgUAgEAjEJTsS2XcZqtXmfJN3g0AgEAjELxEcx5GhIhAIBALxc0GGikAgEAjEKwAZKgKBQCAQrwBkqAgEAoFAvAKQoSIQCAQC8QpAhopAIBAIxCsAGSoCgUAgEK8AZKgIBAKBQLwCkKEiEAgEAvEKQIaKQCAQCMQrABkqAoFAIBCvAGSoCAQCgUC8ApCh/nIIO47WhromNtTen5NLxGGSbUpM3yY45dOMts7lI08YAMC+P9nT28dVB2zHG/0N9TX9HIHaBwAuxcZId21jM4OndgdD6uWBQfbWGf6zngeBeP8JKtcYzWQKrbKmsX1Dg73mq1lEezKVwf/dB7lON0Y6h7bPHC/ejccgmWztnuKpzrPwKmYYrRQKraG9l6u/OCho5Y9U0+lVlVRq27T4PBenfGawt2dS4gSAsFO6MDQwydWHX9mD/VJAhvrLwX82VfrZPz6u2LD89DzCLn5DFimPofg2yaOeoNz94Mu8Zb0fQDuU8tWfE2ulJs/xVNlX//Aff/vJU8rUKQDIGDmxH/yn3/6X27WbOrd3M/+jj29WriNDRSC+A6OIQ0tLLm1oHWQwG9O/vp3SsK4Lvbar4eqVxkfJ9eunwe8+zrxCu/u7z6rXz170O6Oo98k//PekulU7AATPlpvS7xJKGruaMr74p1tElgIAApbVhqexj55QBljMIXrm06SndctaN4BpKvWjf/79x7nrTgC/ZiTr04/iagW+1/Kc7zLIUH85BDTzlfc+SWvaNTt2hhtqW1obadSC7NzmZVUkgrlErIpKWnNPF4WYmtfAFFoAfPKx1rKS/k2TH9RLrdWVDKHxaIIW8+F/++cPHxV0LRxdhlNEP1Ny9+u0XuHxRlP8V7G1226AwPFUReyDu/GpNa3tPD9416rrqzPibt1PaNzSe3w88q3bjxu3kaEiEC/FfdSX++XnxJ7DAAAA2I75m3ylMwIQtu5PUDIz0lJyW8aFNgAIn852Vde2d9SXlebnl/btmPxWGbuppm/bCADWvem6us51ZRhAM9tOI6USc4qa13VhAPDot7rJ5eXVldSsrKzs9MfffPKHf/k8pqBfbApCYH+AWpiRmllSxdj3AACAS7XcV5ScWl9XkfbwRmzbtuZFQzXvMdP++CmpbcsBAF5+1ZPP7lLW/AAuhZi7eWCBoJHf+eSLr8rGz6L1UsMs/ebnDxrXdH7rWum9z776OjZz4gy82qnSe7eIrZLvqSq/hyBD/eUQNVRii8xkHC+6+bs/PW3lTDYSv/78VqXA5jLOFv7uH//8oHR4a36g4PEHMTXzOqWIHvdPvycOnrpht/XRZx9mLdjNh2v1sR9986Ry8lBztcEncDpZ8eju7ZtffkloXLFEAMB3NFl2Py61sKJjsHVSH1Axa/p76TmJsY/rN5GhIhDfD3Y6XXj/0+TuHfuz6S71XOmjmKRqzuZUV358bMnwrjsgbSF8/t+/yO2fGaE+/vRGQve+WT6Ydfd+wYwD8ANGbtwT+rbasNSa/ii9fnKZN5B/Ly69W4pHbKdDcf/xn24k189xuVzuYndR3IdfEtvmDi0WQU9JYkIpY2VpoTbpm1T6ogV8R+Pke3cSayfXxipTPv+vse0732eomJKVF/vpn74uGJZGfxJA0LxSE/tVfNWm4+IEr7Al+ZsH1Dm1Yqki7ptHhRWFxGGlSz1Vhgz1OpChvkNcGKrUZOKUP/g8qV3mg+OhtFufZi0YbYaF8g++fEBZcAB4tpvjPo6hc/nbLRmff5jHVnngoDvp9tdFG/6Q3zxN/OxR3oTq+czNS8V3P/jdP95pFbsAAMB7NFly91FhTWvXUF/nwYGgrovJaKNkPIipRYaKQPwAHILetM++oUzLn7GVkGO7JenLeyVLDgAwTVMefpbQuqfa68++cyN3TBuCnfqYmzeogqDreIr+NLlVbtVxyInx9IXTo8Wi25+m9ghdGLgWy7/49EaTxGVVsAl/vpfHOgYAgICgg/TxHTrfAhFh06PPb9NWjRgWOOhK+POdrAnRyXDujZvZg2oA+0p17L/cb+G+3FBbtxwAABGPcp4c+8Uf//XLGEIL3x3Bg8aZ0rs3U5vFl48UlvZk3b5VMHZyOF8edy+1eW65s7Jpemeq/P7t9DZkqM+DDPUd4oqhTpbdv0HqP3bD8VDqna/ylk123VzJ5/cS+g4AIHA4Wf7F14VTs9NtpC8+yGOrPCDrJdz+umjdF3Bpx1M/fZDNlj+btXu7k/TgcQU171FC2eBxEAD8R5Mltx4U9A6PM4Z62Yy+tqGxGVZzxr2HyFARiB9CSD6Rd+fzzAHRMwVo2LJIuf91Uq3QBwAeUX/up9+ULos2h3Lv3SfP6n2w0xhz+w5tB8fdpzPUrLxuzlJncVrZlManGMu9/+FHtx4nJiUR4mLuPoqrWlRZjliEzx4VTSoBAMC+2ZLx8e2KdS3m36h5+NXHXz+KT0pKSoy9ezelqHd6ayDz6welw2cAuHQg/WZC4+ZFHyqOB70ujyeIAVj2WMR/+ZTUvn15z2GvY59ZdOfTj75JoCwcaRfpj24Q6vmei7cDex3pN++WTqmOFsoe3yH17KjEY5Sipo7iB3cykKG+ADLUd4hnDfWbjF65C44Gzw3VMF/2wVcPaUtOADe3lfDZ42qecLOF+NlHBeOGCEhaEm5+WbTuDzg1I08/fpg3rryacUg+kX7vsyyGzMDvjb11o3LeBhA+5pTcuJc7ubwxzB4qysvqH5vbnhtIu3P/0lCftArf1ieBQPwCsEuaiZ/eLB4/N66Q06BT2xyW9brHnz4sW3UCgHmWFvNZfLPkdLc/+869smmdF/gNMbfvULlhAM/pWHsZIYdcRy+ZVAGoRrNufZ7WxTX4/G6zRnF0YvSGbHJG4scPC8dPAADAtt5E/PA2nWeFiKDx0Zd3aPNKj89n0ymPT9QOk2yA9M2t3CE1gGOt9vGfHjRf1lCDjpnyezFpfWcAXikj8ZNbJaOHGADmdxj1OmcEAMC2SP7iizvtQsfZUs39r2ObNs6bsd38rsRvbpGnFG7jSvHDG8Q+mc9pmKfc+PqL2/cz25GhPg8y1HeIwNl0+Vd/SKzbNxpH87/+iNAhc8JhT/znH6TPG22mJcqfPvwygcYRbbJLH39NaNiwhYyTZfe/TKBytlca47740x/zVv1Bj2GO9OmnD6kchdoWHQsYdOx1p33x52+oG6YggHEi5+aHXxbPGwzHE/mffJbCFim4ozUPPnrYNLur2Op48unXtDWd27dd/OknX+X0SXZ3dyXiXbnS7Hnd8wEQiF8ckeO5RsKD5MbxdYlkd64u8V5CBnvPaRL2E+7HpDUviVcGi+If5A0JXX5pS+InX+VPaDywXXXrs89LNvwA4FfMUT/++//2mDJ2BgDh43FK/J2M5nn+wVpr2uOU6jVT0HY0EPPPN7LY0SZf104n6aNPk9pn5CbTdgvpUSxlTCjks8lP4oqYR16vfLT4zp2U1iUepzLxT//vrUbuRQ014pP0kW5+k9zLF851F966lc/etQNAQD5Ljv/TYwprU7I/Xxt/43HZsglwp5KVd+MBoWREuLsrnqghPfkmq19qwcA0nf71x/Ftu4AFNbNlf/jtf/kquVGIDPU5kKG+Q4TMAhY5t2lSZbdv91cUt8yrvaBZaiwv6hTbnYZ58uc3bxEpDWWExIzKXq4WBwCraLiuMOFpamtra0lpRf+uH/Cgbb0zPSkhp3aQawUAAKt4rDrnUc20woUDAPh3WaS8krqZXR1voLS0ZVUXcuyOUAqqZ448/tOZ2pKKkX2rP3Q0XJKfmUYkpqcTk5PSK9pXT1/fZAAE4pcLppjvKCUmJaempWdmM4TR+l7QKGQXJycTEjJqWdsmAAgrJhtLyf08SwAOx2hl5QxpEAcA99lGS3Fpz4rqvG/FstNZlZdISE7PzGYI3QDg0S7V5FK7N3XR953S2ZaSuISkuiWVC9MvUwszCQQCqZg2fxp9WzHbnhWXWNXQQCeXV01JzZGLuwx7TiYrScQUQmJ6Rd+K8rIrR7fZTclNfJqSmpaV176qi6ZHrEfjNQRCCjEtOTG3dfYk6g8WfmdFSePMCQYQsh8MFhLLW6dOvmf+znsIMtT3g4B2JPO//vmb8gXb274TBAKB+JWCDPX9IOzc49S19SzIPd9/LAKBQCBeA8hQEQgEAoF4BSBDRSAQCATiFYAMFYFAIBCIVwAyVAQCgUAgXgHIUBEIBAKBeAUgQ0UgEAgE4hXwEw0Vx/FQOOzz+b1eHxIS0uuQz+f/kfJ5fb5AIIhh5wtXhVGQIiH9EPl+dLhFTwmFQjiOX3XGn2Kofn9gb/9wfmltZm55dh4JCelVa255amaRM70wNbM4fVWzV/R8ytL07NL6Bk+t1QNAMBSSyo4WltZRkCIhfbdm5pY40wtT0wsvjbXZ51OmZhZnF1bEkn2Px/tzDdXj8Z9pTG6vP4JAIF4DoVDIaDQqlSqDwWC5gvUKz6XYbDa73a7T6ZVqIwD4/cEztcnl8b7tR0Eg3nU8Ho9KdabRaM1m87WxFg23qy/tdrvVaj1RamwO9881VLfbZ7WivlUE4nWB47jVatVoNBaLxXEF5xWeS3G5XG6322g0qTQmAPD5Aiaz43svhEAgAoGAVqs1GAx2u/3aWIuG29WXbrfb6XScqrSvxlAtyFARiNcGhmEWi0WtVpvNZvsVrprrcylRTzUYjMhQEYgfhd/v12g0er0+2szzYqxFw+3qS5fL5XDY35ChhqwHUwN9Pd3dU1y568c+nFctXJWoPa9qqwI8YJIucwS6yE/fDzug2xfKNbpjkejUGrrYqcynPhQIVN7nj/UczAz39QxyuBoAAJ/l5OjgUHF6JJeqHADgka1PDXT19DNHdy0/+XYQ7z+v2lBdiq3pgWmBCW20h0C8wDttqH67eIxMTM2rrarMzcosbJ87fsF1vhMtJ/dWKUft+OkG+Ax4wHiwOLGjC//0osQ0T8lqmphtz8nt50d3YHLLx0j3Yp4WTeifOdB3utVYkUunV1QVlVQOy51g4Pe3UOs7+1saayZUXu1mY0FaQSm9qrY0MYM8uW8N/7xHQ7y3vFpDDWvnagrTM1rWdK7Id14Wgfg18k4aqnd/pL1t6cAin6U/jK8/xAAATsdp5TUDy5vLM5s8cwBCp4t9i7sWm0E+P7WxMlJRXlrZP6/Smw7mOgoLS1tnJdYggHG+7EnlnNaJAwB4dTLu3Loq6jxG8foW79ADYdlkb1VxWVXTghoDgLDtTDTBGhmsrR1cOgWwcMfbikvLKLSRPVsAAEIm2eq0UB8GAHBr+YPkkqLi9rldIwCA73R1SbI52d5QXUZr6OLrn3+mKMGd1trRHfFEXf2ixuV17zDJpemxtx6l59Fmjc8ceDqQnDl44AMAJYeaVLrkcOwvj/exOAsT42ObB4IGIoE+eQoAEFH158V1cQ3a7dGmvgXNy/4DEL9WXq2h+na6KJ0jUtQAjEBcx7tlqKeLPbT8rIKKxoGx6T21y66S8Y6i21eDca2nvZ25c7jVnFu7eLg/S6fWLhxYbbutibeeVg0Os7uri1NiUmkdjImhIRqRQB/fNYedK+RvDTVwujFELeySRwBAz6mvbhneP5MOUYrL27uG24qyCmfkgPuVC7T7N+Jo7Zz1veOD+eEmakMve3igmJTaMWdwh/17g2m3q3lhwBynE23EHAqD0V1fTOuYljshsEVOjHuSXckeZvRWpCW3i/xhp3KlKzs3v7CoqKioKC87s2Vq12pTqy1en1WjduLhoF+xyVna2lgcaC0p4zxjwa7Nmuwent4DAFbpaHl8LdfudlmNJpvDZrM5zMbdvSONK7oXt2upMmNQZLbKuSODnXWlpPTCpkmR+Sd/IRDvGd9hqH6/PxKJOJ3OH26oQckArW2Qp32rj4RAvKtca6h2u93lckUiEb/f/6YM1S4eqK6oaB9eWFlaFWmfbcGMaHeGilPLWVxTGEA30ZpDvP2kdNYQAsy935WT1b0XBADDantWOm3dCQDW8fyCevauw7pBjbs0VAjrhKyGssFjANNSU1PH3KluvSqLzpSEAcA8VZLcowg4TucaMlLbZAAAzqUqcmXDph8AwoZ9hcYTjHgO2HlxLRIIGCWc2uwmSQQAzBx6cUXHjtMvqU/IqF/TAkBIMphK6DwM++0q8dLS8srq6urq6vLSguDYeF2TtVfUV1v4nKEeMon5XVy9HwBsp5P0OPLi9Rap4lTmF1TPqM87tFzH24sLqzN9tYX09nml72X/G4hfES8zVBzHBUIhmUwGAJfL9QMNVTFOJjewD9A4QgTiOq41VJfLBQB0On1zcxPH8ecqrK/HUIO2U6lgvKOyOIuYWzOlcPqxi55P88Fkc0lu74Y62ukI9qWSe/eKxhVhgLBtb6iYvGQEANBsjXTV9UojAKCfKs2vHxBZjBvU+G8NFSKGzeHm+tGD443BltZRZcQ6U5wW800MIS0lJTk+9k7RosGmmOvMz2KrAAAwr3lniJKb8CQ+KaV88sCGAXj2WHkJ7fsR++FUe3FOtNczvNtf29y1bHBIGpLo44dmALALGXlxLcIf2sdk5fe+YKia6aLC3h2DDwBsJ5O0OMryNSOPHFvdWRVN0/vmIADgWMSp2RksT0vOpbQMzewf6dyokwvxEkPFMEwul//2t7/967/+65aWFgzDXC7X9xqqcnWpt713R28PvKJRCQjEe8aLhupyuXAcr6ys/Mu//Ms//vGPcrk8HA6/oSbfsF13Kj+UbjFpubmDO24MAMC5O9xcXjF+6TeqherGwpSYujWjH8edB4NFZbNaHADUG6zWqq69IADoJksKGobEVtOzhgqYmjfVSy8kN/f0jh1iYJ7IpzQPLcqUKuXx0eGJxhVyK2backmMEwDAIxEs4LQaz05OThebnxZ284xuz+FoflzrLu5RbbEqs4dOAQBca43kytZ1i1vSkERh7xsBwC4Yyk3qlgdtR9M1j58kJBEIBAIh/vHDCibfcM2I4+sMFdvrSKmdU7oBwLjVnf208+BFd3TuNKaSx+QOAADcq5ptyihsnJXIpEdnlh83dgvxPvOcoTocjnA4LJPJfvOb3/zN3/zNhx98cPv27ZGRkXA4fOmpLzNUv926PUBpZa2cocYPBOI6njNUt9sdCoUqKyv/4i/+4h9++9svv/gijZimUqmCweAbHJQEAbvZ5PBFmzFDLrNBo4+aKx40rzdWtMyIBJP11P6tU7PlYCCvcEqDA8DZ2lAjtU0SBADtWH52Tb/QYlwre1Qxrfl2lC9u2e/P/PM/x1IXTiMAkeNxSlkLS6q2mTd681tXzRGXYqopM21AAQBuKaulvoEjstntdn5famHHlt7lkbGyHtYLMDyoE/VQ01uWdbrjxZpyevuqFgvx6DGljF0DANj4/ZkxzeJwOOi26nQ6vV6v1+t1Oq3Z6Qtf89Pewu2szCkc1wEAHnTbHC5fCAfzfFVabsviieJ4tr0wZ0ByTW0zZNcoTa5g9B0s5LaZrKhSinie5wzV5/MdSKW/+c1v/q+//dvPP/8s+enT/Ly8cjJ5e3vb7/dHPfU7ByV1kBv7XzbmDoH4lXNpqFar1eVyeb1eOp3+b/7qr373u9/dv38/i0QqLCxsa2/X6/Ver/eNGepV7NK1yYGJgyAAQEQ6Udk0sKYLA0jZJQ2TkrP96aaWdSMOAHrBDKNrWB4CANNyQ20/R+awCtoKOjeM7isuZuUNVJZUT6qiZo0pJyvzCfdjEgnFwzI3BkH1KqOKNqUGADxsEozQMu/GxMXHP6ZOyk0RHPcdzVTnD+4FASCsFg4W3n94/15WE2fXhQF4hF2FbbNHFgBw7nOqCpnSHzq5xrE71lPXtGIGgIhioqZzZEsZAogEJb1ZqXExSVl1s9fPfHWK+rtmDgyeH3gZxK+Tq4YaXZklLy8vJiamsLCwqamJzWItLS6tr28sLCyoVCqfz/fdhhoQ9lI72BI09RmBuI6rhhoOhzc2Nu7du5eSkkKn0bq7uzmTnPW19ZWVlc3NTZfLFV016Q0bKo5jkciFo+DYZdcqYBiG4zhcWaEfvq2KnqdeXb//Jdlj4VAoFLl0v2fOwCPhUCgUCl9999u3o2e+cM3o399z2eduAr98vnAkcvmIWCQUCr98GQksEsF+5IUQvzqeq6FGY9jj8Xi8Xq/X473A7XZfRvh3jfKVsai0yp5VjTuIvnkIxPNcNdTLDhSv13secF5v9O9ouL2VGioCgfjpvDgo6XLB3ufW8v0ho3whol7qrEirHD+1obVEEIjnea4P9TKaXlzL9032oSIQiFcDWssXgXhjvFsLOyAQiFcLMlQE4o2BDBWBeJ9BhopAvDHeZUONuJQbPbWVFHIFhUKhUMpKijtXjmw/94kRiF8Tb9JQcesRl7ctEPA3uDsn0Ui18Lsa6KWlpSX0JobgpYODI5b9qcEVhe+6ftmQbnuip6qcXEGhVJDLKqqaOLKLcido4o/WFZWSy0qK+9e+Y2Uw5/HWSB25IlqOVJDJFFrH+on1dHuke+ogOko+bJIuz47tqo3yFUbN+bXIZEoVS2QFAI9qvaemklJxURCVdK1GCyLP0dxAC708WkKRy0rIjb3zJwEAAL1ouqWouKyinExh79ovpp+HFZwqKplcVlxUP7xyEvquzzJi5LNKS8sryKXF1Uy+2h+93AJjad9o18sW5/jHct7Msvzio/BpuOMtBZUMgdYLmGq2q7F6ROT9zgsgXgfvsqH6zxbqH3+V0TIRZYxdXZZZ0rR0gn4sIxA/lEtD/VEbjP80Q8UUs03NjZ2dbdXNHStqACu/o6C4tJcxOjrK6K3KJJVOy66f5RVRjmfdpq95rnMAH7827mk6uW1kYmJifIzRTyvM6tlzAfh1a33UnPIG1uj42Gh7ZV4udYBnvn6rRhWnIusJgTJ4XpKMT3BWDk0eg2S2qih7RgsAnoOZzhI668x6xMhOI2TXsicmJibGR4arCzLaRXqHaqnx2YKoNLO0ZVXpBsdiwe2kwtaB8egboxPzG3umUFC13V+dR27uHRmbGO8rzSJWD8tdoUhQOlqZW1E9Oj4+NtJRn59V0sPVXf85hl37Y3X52RXNo+MT46PdlflpuVWrp17wrJTcKx0+OBNPFOe0zU23kEqnDeenmNYrSzOTaxdObUGnuD2rqLp/XRVE09LfOFFD/VEbjL92Q8WNG+0V5PFd8+lST0Hm8JVJ5JKGlLz6aXkIAEDJoRYRE4lFNI4q+mbIwB+pTnr6NDmJNibWhQEAVPON41PDVVmk9HxKv+T8boPKTQY5MSGJUDUlNeMAYBUO9syNd+aRiISciobN6PX8ZysD1MSnT1OSa2fl5vPVEwJSRmFWSgKJ2rJiBAC/ar6dTmODDiXkAAAgAElEQVTyrD/mE0cg3iQYhlmtVo1G86MM1e12/5QaqmFremZqaXFufHZZ7MBk/emkyrmz8/k1tu2BirwGrgcAIHC80l+WmEBIrp0/tgPopspSvvzjN8klw0cvzhLzCxqTqSzJRZCFdjtSEgcVfoN4upbUtGY6r9Q6D4byntAmpZbrpn+rOFR69cDuC1mHTuZryV2iM+Vmf1XDvCYIIO/LprQvKC8O0DAy4jq2tYrF3gLSMwVRfXJe4/xJyLdJi6tdtj53Tf18VX4udc5+fhFe5RPSAF9rVYxm3y5dC0RTvRtdJblFI2fX3C7u0qzUPcno5F88clA3Rkko61o3mAS1hEqOXGvc6e6Ykx3MdQ6KzUfzw91DooCbX9faMyHzA4BhjlY0xHMgN30b+P1+rVb7owzV7XY7nY5Xbag4Fg65xSN1+SkJqcXtc/w9rcOrWurKSe2RBoPBUCgcwUKn0yXEwu5NLQYgnyjKr2Ftb24zawqKOQqAgGJ5uLGoY1EikbDqSTV9O5ogwH79vft3Eumz3DVObWEKdUYP4D9ebKZmN4/t7Mx35ZG7Fk+cYJom3X1IbJgU81eGa/PSO8QR8EvHBxoq+lYkEsFAZUYDW2aOAIT4DFJB06x4fbGdXlS1dAaYx3AinRtqLEl7HJ/XvaW0fcekUQTibaFWqxcWFphM5uDg4NAFjCtcpjAZDAaDMTk5ubu7q9MbzrRm+FF9qBGv1+v1+bwer9/vkjQmFwyKDNiVd00mVwTAJZuup+Z3z4gl7KqMevah2aXf6Ey5ldfPO3G9GEB+QVNKedfqkTcYDAYDFgkjj1CyeKLnDVVn1W9eqZG6FumpdLbIeo2RqKZolIrWNXPwnFAoOtkbj9hVa62k0vqu1nlVEAAwWX9uef2wyBkMBoNBz+lUWSJp+MCkXO7JSbtSEJ1wiolFvTwD5t2gxFEnjkyBi4zDEQwgIJ9pSo7JHuKpg8FgCAs4tDqrK+C3COufJuS0LxmDwWAo5HNYTDrrNc3UmOdktjapaMJ0JS3s1OkMNr9pnZ5AmzgyRwIOhzcc8jpdwbDLoD49s2PWrdrmdqbQDgDGBVpBz6oOrfjyNvD7/SKRaGJi4mWxFg23y79ZLNbKyopKpVSp9a/UUK2CzvLC0o7JTQFfeGjGAQBC+s3Wx5/eeJSYlJQYH3v/9s3HhT0rh+4gBqDoT02tmzn2BvxKXl8RoV+JBw+n2yjZvfu+YNBp0hit3hAO+G5rwr0ShgoA/CdL9Xl0fsgvG+2qoUZXBlYzcvObJ2V2/VJZbOm4JgQAZ7MtmaRhIwTEQ3XUUvZxIBhwGDUmuz8MkYC4JT61g2sJ+p3iqdaSLPZZ9Bk8+kMBl7c5VpNPbJw+9SBLRbxj8Hi81dVVrVar1Wo1Go1arT47Ozs+R3F8rDg6Oj6UH8nlcqlUJpHsbm5uT4xPqM7Uap0FfvKgJMcKNbdjRWEDADwScDudLo8/gmM4ePfY1UW57SJvKOTkNyRTRwX6gHW5LK5x23ddrcovac+Mv3nzYUJSUmL8k4TEpKYVe8CnW2VU5Ywqrh54yMyoYm1ft1y2dqk558ant58kJSUlJSUmJBBKmDJH9LiAciL30eP84WhO2DG7POXGF3fjo8fFPaJPqrzhiGGz9fEnNx4lRQuiOzdjC3tW5e4gBrYV8uMHtx/EJiYlJSXGxSZm0ZkiHwBEvBbZfDM5/f6jx/FPsvp5ej8AAO63nfCGqI8T4mIfxRc3TSmu7eOMOOVTdU+7xde8ZVumxFPHjyzXlDHGjZrmdpbIEfbbVluy6iYO7Gie8NvA7XZPTU3JZLJorEVRKpVHR0eX4SaXH8vlR4eH8oMDqVAknpmZ3dhY1+rNr9RQI36nVbveX5mbHJ9SNsA70Tv9/rPlThKhZdtoNKq2u7If3szuOzyPlv2OhPiY+7HxSUnxTxIyslt4bgDMJGDREx88inn4tGZMZI5gALsdSTkMkR0HCJtl43W5M2e2rbbaiuo1BwCAd6O2rJMjMWmWK+JqV+1BAL9iui0vc0gBAJhmtac8/uGj2EdpzXOHTgzDw9yaO49iYuMTkhLjYhLyyEMHvqDLatzhdJSlxsbltC7snto9oR+64CAC8aaYnZ3l8XgAEAwG/f5ABMOCwZDN5rDZHGaL1WKxmUwWnc6oVKqlMjl/RygUiru7uxUnJxr9zzBUF6/maRl71wwA/pMZckrSo3sPU3O7ZRCWjlcnfnDr8dPEREJS/IPMPp7WoZoveVK7Zvdfk49f2Jxa3MTZ0RqNRqPBZLEHACCoWxuuL2JfNVTvWl0qjSkwX2MkZ9OVFSU1U8fGC6yuIIYDgEe/M0gpqe/urOlcc2AA2OFAfim9d1UVPcxs9WEAEFAttl8WRJ1ZD29l98ujBZFpsSKubGjnyGA0Go1Gg9FscwVwLOgLhCIAQZdFbzAYj+arM7K7NjU+v8+DAUTcJqPRYJDONpcWVg1f56l+Fbe/sGL26vBLPOh2uX1h8xotgTp+dF2ztmmjpqVz9EB3NNbVM7xw4gyiguitYLfb+/v7L3Y/DQRDIQzHPR6vzWa3Wm3RcDMYTBqtXqE4FUv2haLd6ZmZ8YkxndH6GvpQw36v2+04nq0tLGSLzKdLPXnp0U1dANes1xAS8wd33AAAioG0cobwLBAJ+6zaY7U1hAVdNovRFcQjEUw9k59D6xeaAWQdiZnNq0YA8J0s1RfXikIB2Vh3DXVMBwBwNpib3zx56NAvk+OqlywBAL9iujU3i6XEAw6rxewO4ZEIphglkmomjuw4Ju0kkCdObVgk6DKpFVp72Hc63VhW1LmodLtcXrQUG+IdZXZ2lsvlRiIRt9vjdnsO9g9kskPFsUImO+Tzdvh8gUAg3N8/2Ns74PIEKysbXO5OZ1fnzzVUcG01phS0LJ1FPQPzn6w2Ee9Td/CgbLijhjp84sewgE2p1Fi8oeDJRH5sw7b/2hqqoCmlYoCneS5VtTVaTeoU2M5/YgfU0+QEMlusv65i9pI+VNwuYdUXchR+La+tPL2LGwQ4GcghN3Nkz2biUy505BLPCyJMvVadlFjAEHgBwLJYEVfzfB+q95DdVV3NueyIhe26pHrOnpI3mF4zdXmsg9dbQ6FvXjNrAbMr5yqfFAzLLzaNwhzLzZm0njW9QVCb9BJDvaihRoKOtRZS7fg+qqG+FaKG6nA4fD6f1+vT6fQSye7R8bHiWCGR7EbDTSzePTiQCYWS9Y3trS3+JIfz2gz1MjssguHe09nmtPjOw4tE9Up9TExy25LKG4bDqZK8qiHu1tZ8O5nUIwqH9RsDNZn0fr5IJJzpKSS3TR/aAWRtcY/u5XXxtlYmGkpJXTs+AL9isZma1TjM5c105pG7l0+doJ/KvVMxZw4A+I7G64lpTENEPd9Oz6tnCkUi0WR7TkX36pkHICJkZuXXc0Tby+x6chFzNwA4hn278i4C8W5yaaher89qtX3y0YePY2MKCwoK8vMLCwry8/LI5eX9fX07OwKhcHd5eX17m9/V1fWzDRVAOU/LziQPLHF3BELB5mRNQSqNcRiBwNFsAzW/bUIgnGvJIveua92Yeankfk735pHzxWjy8aqfFLSvvjDJxH06XZWbWd49y9vZ4U+3F2fkNyxqr586o5ysyEvN7VgRXCAUnRit8q0+SsagHAcAxx6rKa+IcWiU9GYWVbPFz+5/6D2ZabpaEJ0t18XEpHasaH2WpZJ7mbXjSzsCgUAg2OHzxAfHZr9PNtdQSqIzF3l8wc7ODqclv5ojMbncou7ctKo+7s7ODp+3MdZe29Qyf92gJICghdtVkpHTOM7fEezw53upqWkFE/sO3LNWer+EfWi+clLIoTtTKG0R2/ZlH6ppgY76UN8Wl4bq9XpxHJgMxu9/9//l5GRfhltBfn5dXe0Uh7O3J93Y4G5t8SYnORMT46/XUAEAIGgSz3W3Lmu/TdGv9VJK2xY1XgBQT9FLMgip+RU9IjsAQMiwN1KdnEIkpjyt5OxFh0LsdSVlU+nlmZmkQurg3vk3LKjaYlGSkghPa2ZkZgAA085g7ajEGQII6ndmejpXzQChM94gjZBCJKal1i8orNEwx4IyVnFuGiG9tG7kEG0JifiFcKWG6nY4nCwmc3FxUSgU7uzsbG1vb21t83i83d1dqfSQzxe9SkMFAKewm5yfQSSmpeRQGpcuJnkEFKtD5CRCcmoxg6f2AwBuXm0jl1MnNddkoZxuYS5KjdfUuCKmneFqQgqRmPK0bmLX+tKfth7pbEd+anoGiUQikTIzM0nZuf3r4qn2mkHuxR05jiZ624dXN5ZZo1Pbymf7YYNG0fMF0WoPpbRjVac/GGsoJxHTM0kkEomUnppcUNXBMwFAULEyUE5IIWZmpBPLx/et0ZsPu0W9OVkZGempyZlVfSta+A48JwstKWnpmRmpT3Ob5mU2AADXLrueva29+qvDKZsb6R4SR0f5Tl6O8mXwnGiU79vgqqEGAsG93b3BwUE+jycUCnk83tb29vb2tlAoPDiQ7u1J19e336Sh/mxwYcOD1G4+mreK+FVzaagul8vj+bb2hWG42Wy1WOxms9VoNMtk8s1N3srKxqs01B+FW7EyPjYyOjp2zsgwa2JLZvoR1uBT8+Y5I8MjF1mMDrNGF7lH7+pibK5T4coYc3jk4m5HhkcmpjZOXT++A9S0XlmSQaieO7EGnOIOUmFl7+ppAHnqG+eqoTocriu7o4HH4zWbrRaLzWy2arV6gUC8trb1yzJUHZc9JTjzoP55xK+Zq32oDoezr7eXxWLNTM9MTk4ymSwmgzk6MrqyvCIW7/L5ordnqLhXvdFFp1GoVNo5lPLSavbGsfv7z73AdTDWVkcpr7jIglpeSu0Y3dK9m9aCm0XTvfSScsrF3VIqKFX1DJHlx9+uT8ubbCuuZgm1XsDO5nqba8fEXtSN+sZ5toYakIglrS0tHA5nZnpmdGSUyWQxmaypqentbZ5YvPdLq6EiEIhn+lC9Vqvtqy8+TyYQqBQKhVJBp9GoFEpdbS2bzRaJJCLR3itu8kUgfk0814fKZrH/9Y9/LCstpVIoVCqVTqPRqNSO9vaF+XmpVP6G+1ARCMQr4Gofqsvllkgkx8cKrVZ3dnYmk8kPD+Vy+ZFCcSKTyblcwdts8kUgfuFcNVSv16fRaMVisfpMrdXqoiF2eCg/PlYoFCcSyf4vrckXgUC8vA81GAzp9Saj0WwwmPR6o1R6+Jb7UBGIXzhXDdXpdIXDEQDAcQAAh8Op15sMBrPBYFKrte9MH6qJ10bLJTxNSUnPKmXvvbS3wbPPqmVtaa8Zhw+4kTvckPU0lZiRkZFOJKZn1s2dnE+EDlp4Q2XJqcQUQkJ5z7zquonmAADgVW4OFKWmETMyMjIyMtKJqSnFbIFexWPRW6eVvggARKwnc0MNCzKdYqkr9/xa6cS0VOronicCmH6tsSA7PY2YnpGRkZFKSCjqmpF6ASB4MtNOzUhOJWZkZGSkp6UQ88o6d2wAgBn2JuhJT1MzUp8m0sZ39ecPjh+PlOVnpKQ8JWTToisMv5SwhdubkU4kpqUkZVAG1s8AAELHU82Ds7s6tC/Fe8yloUYnmKcmJxcWFNTV1tVU19DpdBqVVl9XN8weFghEAoHk9Tb52o7XF8aml9cXFmbFpycbA1WZT1PSMzLSiWlEUn7HpgkgbBSPlBGJ0cDIyEhNTqqakhovwhxTLzVlZxJTnibl0dv55miaboNZSyKkpmdkpBOJxIysxiUNAOY85FAyMy4yIqYQstvn5d6AitNUnn4eX8SUp1nk+kUzgEux2pZHSCFmkrJIJFJGOpGYSR3ePVjpb5g69Hlt8ilqZgYx/UpWc1InAIB2rrac9DQ5OSWzmMZRA4BDsbYwPrO8vjDL4WouBm+cztNLcki186ZI0CEdK8yp6Fx/ybL4iF84Vw01EonMzc7FPHxYXV1VV1tXVVlFp9PpNHpnR8f83MKbnzZzBTwcCoUxADBvteQWU1jzApFYzOfQSKkNc6pLT40EA4FgGAcAwCPG+eK7hUMSbfhFR8WPBvNysiqGtiUSiUQiEjApyRUzx34I2bl95SRq36ZYLBatsepyM4uHdq/fcsrK664gJNUtSKKIxeIDjd3vNZ+yaE+7+A6AoHJ9oJQ6rHdpFquLUrM71qLHScar0spGd/SWA3b6zfwBnjCaLJrpK8kp6tg0ACapT8gs65oSXOS7J1XagmGtaJCWUdy3IBZLxDxGDTG7cvrQgeMnI2VEaseqUCwSbc41F2QUDgqun86DBw5HKzOJlSyxRCIWbU105SSntK9ocWy3KbGwZfHIj0dCwWs+KsR7wHOGmpmRXl1VNTQ0NDg4ODg4ODAwwGazl5aW9vYOXruh6vhDHfTGnqHOjpY58U5/RlZRyxhfIpFIxNz1nvLUep7BLhurTYqhT19EFneoOj2vfuHEBQDq+SZSQf0UXywS7SywqVmp1dMKADjsJWXlVLG4EolEIhbwB8kplatKq2qplXC/fPwiH5Fw79Toijg3aTGZdOa8MBpeW4sdJaTiwR2H23yyJxIJx8hPUnJr2VyJWHKoMR2wsh7UbLlsquUWwr1nszI4Q7h6uopErpveFolEO+t95RnZ3Xy7UcjoqGrqGepoqRuThSOhcATDMVHHw4LmRYkxEDDzBvNJ7RtKM5p1937yrKFiC3PzT5OS+np7L8NtcHBwcnJye3v74ODwzQ9KwgMuu81+tjlILqazjkKYnJlXWDl8MQcUN3B7iyvnTRgAHjzd7s2/9+D+XVLzrCyIO9Ybcm7+80e345t4jheqmfgxo5DaPHl08VrPzopt3DQYFKsNqY2bFxO4MBe/Ob24eUp23XffyuupK6EtvTh52n3ApFZP7Cr4Q1W185owgG6umk7vEly4vmem+EnluEwtmSxO6pR9e55muKSgqFMUBmlrMpW5+9wGNk4Jq5KY2n2x0pphvLykdVzqsG6W38thHJ3/N2h5feTMzv3ANbcbdHAb47O6eZe/DkJ7IxRKHfvUougjVfSsK/3q+fI8MmNHbbU73NcuWIP4xXK1ydflcptMZqvV5nA4LRbr6any9FSlVKqUyjOp9HB7e+f1Nvk65IK16cVNweb6qlAl6yNR+7kXm7hEZF3E+H6xSTreVlTA+TYAwlxafGHXljqAyXtT6KOH5ovjz2aqyorqtjy4kplLaZu/XJnobDAztm1Te7L03BYx0RvYqEqs5CgvAxc7Hq9MJg6dr8sNp4x8auv0UfSXZfh0ojCukee2KZe78zNfyMrDrXxEats8n03qPhmnpreJVcfizZnFzZ2N9VXhmWqqtnNCqPUfM1KaF60hgIBxra+oes3+Mz9FxDvLVUN1uz12u8NkMtvtDofDqdXqTk+Vp0qVUnV2eqoSiXbfZJMvHvbYTqWr3YWEuJSixhGe0e4OhWS9ueVts4dXp11jYQwA955stFGy+gQOx8FEGa1x9sDlMy+UxhT1bZ/4XlzKCFewS0rJLXNHWq1WozkTDBYml0zu6Y9mG5Mq5q+UHNhuf0FF87jiGke17fRXZ+f0iS5XHNdbvdF1fCN++XBBURmtclaHAQBoF+oqCqijB9EDD8YqknP6uFqzdDz/MX3m5Eyr1emNJtPBXGV+YdOiGsf3W1OLG8a3lef56gxWTwQwq2yqLCmFxthQqtUarcHq8ATCETyi51BJxKLOrRO1Wq01mO1eX+i6DW8w51brkwLW6dWGXSzg83hDPkl7OrlrVREMe20m2URNTnJyRnHztNxgdqNW4PeFmZkZLpcbDocdDqfVarPb7Uaj+ehIIZcrZLIjmexIKpVLJPs7O6KNTe7i0ur2Nu91GSoeiUTC4UgkEolEAnsdGcU1rPUTrVajUR+ttuUk01a0NjmnhZTWztNqtVq90WRSr3dnZ1fPyO0R+SAht//A/e2vPf1WN72sVmzUj5eUULoWj7VarUaj5PXlE8qmj61nq91ZhMYNzXmEqnVmlz8C7u2apOL2ReGZVqs1GM1q6Whtbm7rhiuaY0TWn0tuHN+LRnzg5NxQz9a6SEmNG9qrWYUBs600FaSR6hakp2q1Vm+yur2hCBbBLh8QC3vsTk8gHNntIzTM6L0AYeNSaxZ90XzdR4N4H7g01Mv1e202x9mZRi5XHB4eR8Ntf18mEu1yuTvLqxsbG9tvxlCD5vUuUi6NscLn7uyrbBgAQEjUWtbM3FADAIQcGoVcJlNojFYfFjrb6imMLR7ZPzk53mghFjay9gMRYU0ifVJx3V6luHKCln7ji7vxBAIhKTEpKbFlzYSF/YqZWkL/7tUDNbPkmk627Jp5cI7d4Yq7H998TCAQCARCYnxcdse2Jnocbl6rSX6c2Hy+tZRhrT3v1ie34wgEAoGQEBdbzTl243jwiJX29e0H8UkEQtz9Lz/4w9cZHasnYQzAL47urZEYzTcxLb9l9fwZvCcLncUPY5/EPUqs6FtXekI4AEDYtt2TnpoUGxOXnls3f3qtD0Yc2+1JTWuuF+elBYWtRHLXqiJ6r44TyQ6fO8+oKiyq+u51XBC/IObm5ng8HoZhbrcnGuQGg0kmk8tk8sPDo8PDI6n0ULK7LxRKuDzB+sY2j7fzChbH/15CBz15STe/eZBAICQlxhNSiP07PgwCp/O1Dz6+GUsgEBIeffPJnz98TJ8/smE4hHfa45oXzVe2c3Luj7XX07hq0ww99caX9xKi4Ux42rFpw3DMuNX6+NObMUnRCI2LTaue2rdDWFT/NPbW3ZgkAiH+7ud//Ph+Tte27fJH6PWG6tBz2598cjOGcCWrvejuanhgbziflBwbG5dCJI8fOAPX9Zpgkt6njbM6l88sXeiro8+eoK6V9xa73T4wMOBwOPw+v9PptFrtVotdpVJLpYeX4ba/LxVL9gQC0eYWj88XcjhTk5MTr7/JF8e8lj1WWXJCWiG9Y0woVblCp8z8gsbJgxAAWLhtxaSExw8f3S9ZdQY1gn7Sx/eTMtLSiOkZaUX9ayceO786kTp2aLpuB99jZlFFDUPgwqJEe109iuXWjAbelS97iN+RT26ZUl3TiGrl99YWlE5qsW+Jnog7RR3lFOYUg0IdkPsAQDNXQytvWrE8d9QeKy+uiReIYGHzTk/Bg6eVq8YgAIBX0JRC7tk4CVzNGPPbLUadFwBwDMOwwDG7hEhl8s1286ktcJ4a8ZzMteZnVW5d056Ee04nirP65FcavzGvSavWut17nenk7rWToFe/L1jqoWSnppIqerfsGFqi+P2Bz+cvLCzIZLL9/X2JRCKWSEQi0cbm5rfa2FhdW19dW1tZWV1aWpmZmWMymUrV2c/avu17CUraiOT2hUPf+dc8+o1zSceac7NZpxiGuaTsUkJcCfvYjwNA6HCIWMHRX/nBqF5tJxc1SS3a0UJy/ZjE/UyI+VSLHblpfYdXIxQHcG5WJ1awdvURDLNvdhJi0zv5VwLmJTVU1Up3buoLWXlNp2YvBgAYhmEBI59RTCyafb5dGAAAk/QlN88p9Scr7XXD23LbdZ0yiPcDt9s9OTkpEgkPpAd7e3sSiUQi2eXx+BsbG5fhtra2sbq2vrq6ury8srS0wmYPrywvv+rt274L7+FsU2XTxEkYdLPlOfkNKxdDXEE3lvlN1owloOOP1xa0ywAAIjrlqdIaAOdqxZPKabXrmvzwY2ZRRR1L8mxTLubSbLcRypgH5zv7+tXT5ISS7tWz6+p8Vl5PXSlt+YU+VK98oK6QcxRw6ubqk0sYZwCWxWoauWX92QIJc+6x8uJaBNFKpu9sopTwuIhxEgAICxuTqazn+lAjxg0WOa1m5fJhZD3ZVf0rZ7Lp9Lw63kUMh89WWguypq6rWYa8+z2EFPqE4ryOijtXmok59GGV/aSXVNG9rvTrVmoqGuaULx3WjPiFguO4RqNZXFxkspgMJoMZhcVkXYHJYjJZTBabxWKzmCwmh8Ph8/lare5HbzD+owhK2ojkzuXndjBzSceac3OH1dFXBm5dwpPMXq4HB8CUI5mlzbP752Hr2+vPyy3tOgjCKSOP3Dhx8Ox316dc6Mh/sQ/VuVGVSBk+iA6HDx4Olz2KKV+0XDTdvMRQr+9D1U2TcqjT0ovLug768wmM42seFBf3EBpmDT7AXQdDpcntO8hR31v8fr9YLJ6cnBxiDDEveSHcLmNteHh4YWHhSC4/0xjexrQZt3ysqSiL3NLHYLJYrH5ycV7L8L4bMJt8rDk9j8JgdFVkFNSPHdohIm1JSi1qmDrxvmCI+GFvZkFFL//5ptyIW8ppKCCV1zFZzKH22tKcspYF5fWbNlj5PSUPb+e0DQ8PDw8Ps9lsFnP9ULW33l6Y2ivzYgARi2CiNJU2vSfg0MsKqhefdUjMIepLu119uV+VRzVTGH83rYVrcgibkgippY2MaMYs5ghnTmrBrcdzbfm51EYGa5jNHOqqIzdzeBofmDY6CopKu4eYTCZjqLulrqVtSXX9emMR7WZfBamIxmazWczu2gpiRvHEnhMwUX1cftOCHBnp+wqGYVarVafT2e12zxW8V3guxefzer1eg8Go0pjgNRqqoC4uv2FW9ux3z7nHrE5N6T+9eG3Ybo69H1fDOXKFwSJk0zPyKwbZjKGBjvq8/NJBnhEAP+hMy6ezRM9Gqv9soS72y7R6NjsaoyzG4ILozG3Zpj4o7Bdpo4GH+RSM4oe3snr2ojXfyH5Han4lSxSdq+s/Ymfcrtx02c5WGmO/eDYrodKJW/gDZSUFLX1DTCaT2ddV11g/I796ExHT7grvQOMISQefNszoPABB8+ZAEW3eAIj3FL/fr9PpzGaz2+2+Ntai4Xb1pc/nc7mcpyrt21rYwbTJaq+soFAplQ2da6aLVNcZb4hSXk5umOSfBQAAgidrzPaGydNrcnDtzS+tS7TBa97CLaJRKoVGIZd1zYq/YzSeVbrQWVNdeW9C+EoAACAASURBVAGNSmFzDzYnmBzRxUSdiPNgdWx8TbjP21jZOn22Noz79ZIZ9pY6fNkg7VdtsdsGls9M+t35wXoanX6RbXVz55YGAMCj2e4nV1AraZTyhul904Vvmte7GqsoFEoFvW1o9btntwUVc7WVdDqNUl7TtyRzAACEtdyJJf6JBa36+b6CYZjFYlGr1Waz2X4Fh8MR/fdFnE6ny+V67YYa0XEnlnjHz+0IHjDub81M717ZJ9QimOjqnBRbo+GqXm2qqawglzf2cxTRmh5uFM0sbR7onw3niPtse6Cprop+HqHUirKeBandZdweW97VXy4/j3tVa30dg2snfgAA3CScWdo8OG9XDlsP5tibZ4GAW8MdbKyrqryS1fyeJQwALiGrs6aCQqHQGzqmTp6LovDZyhBnQ24OHA6ltK64ACBgWOkurN1CO6u9t/j9fo1Go9frbTbbD4k1h8PhcrkcDvtbNNQfQ+SE09FYXVVdUxulppJaOzi3d11D8EsInq2yOmtolZc5VNFq2gYXr9/I8O3jUXLHG6mV1bUXt1tTXVPbt6VGOwT8Snl3DfXXg7D1dlxaeS/XHrRLx4sfZjRMiNFA3/eT99xQcZdiZYw9ODA4xIgy1N/LmOMeOX74kJuQQbQ4MdQ3cJnDQN/Q2Bxf+472g/h0+2vsvv5BxsXtDg0OMaZ3jT40yOjXCTLUt4/teHV2nD2/78KxkEU6Mza9foSmor6fvOeGikD8ykGGikC8MZChIhDvM8hQEYg3xi/cUHEsEg4G/OcEQpHzVCwcDFwm+4OhZ9o78XDA5/f7/f5v167FsUg4dDUf/CKf0JV8/P5gBAfAsXAoeCU1ukISRKKJgWDoPKtAMBS5nBiHv5DV5YCkcOCZfBCIV8gvzVBxHMMwLPoPjmORb6MmcL6BBeBYJHJ1njSORS6nnwIeCp4ffR7e5xmen/bMpS7ywSPh87MuC4Dz7LDzUuGiaDk/MRL0+/x+vz/wHYt0/v/svedXa0ma7vmnzXyYu/rOvWt61pqaud3VXSYrj8cjPAhkAYGEvAHhrZCQQHhvJYwkhBAgQBh5h7z30jsfJMzhcLKyuzLrXrJ4PmVytGPHNhG/2G9EPO9XtXp6uufVz/0ym73/j0wqke8+kvl+JpFKpTPZ/IU8n7vJ/TnzcMO++kn2q5Nl7qv9lWt3OhGLxuJf9T7ZdCIajSVeuLpM/o49Oen3b8E/oF43UMM3c/iioqLSMgQCUVr0qRTftXmTyoJuhoEq/FBQhkAgEGWlReU1DUNHkRxUMwmzfIxU8bmwtKTwQ+uI1BBKAUDSvEosLykqKS1HIMqKPpeiaQvnySxYVrj4wndfyhAIBKK8rLS0qoG5awvfqYXITwXF5eUIBAKBKCl4hxrY1EbTKbWAjCwrKC4pLvhcWFJaXIDAcKc2pDOjnH55DO42ur8uqp62aU5lM0nbyVT7l+LS8uKCdw2cWZXvJefAN73pP61XBtSgeW+2b3h2e0U8uq65lY21Fb37UopAlJeVlpUWd65bEumsSymmtogfN3xmbudo3LH1qxhkk9ETPq4RUVhYWFjegOWfJTIAbjmvv3NEGQf7Iq0Kxdm+X9yf9mvmabhJPYSNkv6qd19KEDmVFhcgh3cNUcgkQodDDXXlxUUFXyrQRPFVMgMA6aRTPsGq/1BQXF5a/Jk0d+16Garpm1kad2zj6n55fyakXaJhhdfpsHGH01BL3nxI6hE7G2vpnlPbYt79buzIrlkzQ60tLy0pKSosKCguKy0qaOCKRrsGlrals4O9cwe2yNcnsqvmxOPiuYXJ6RnllVpM6plRWe6XGyfs8ilqq1gHkEn5z5Z7UR8KistLCt83C45M8SwAZCNuaXdFeUFhTcuQ1J3OAkAm5ZQLmXXvPnyq69zUeR/pnPGezA2ROxZtAGDY5k9OL88JR8XLZ05404NeKVCTPofVHYq5VfyGz/Qth8vtdrvdJskojUJZskZvh2vxrGm5ze12u93uO9NOP7ayY/EOIO1Qj7ZhyJOKO5fb7TqfpdTVti2YopnUrbjpI3nFmDvCKhNzOghTxqhJhG4mj0ot7rw83kAsHTGs99aVdivu/+g4nMA2tAmU9njY73W7zLKR+o/kFZPd5fYGw2ZJLw1H3o6CfqLp66I8gVgq7TwXtpdhZs68brfbqZol1Dd2r+vTybDT5vC/Wem+6ZfQKwOq/3ZjnMwYX54e4YhVmsU2ArF/y+R2u91u5/lMG6J59tJl2h1tLB86f7zCi7FGAnvmPJ41TDRV0oUnNrfbZb9Z4jRUUtdDGddOJ7mZIY2BUYj98rv/Wt6nzG1sS3uU48jiAS34TkWshvrRs/u26XZ5Q7FUNnk8UFvRuXDtdLtdJo2IWlfH2U1kY0fjBDx+9NDicbvd18uM8lqm1BJ5YRScPh9FEtgzp/f4y/hPJhqLes7Sgds1yr//77+v524Yc2iPHLLL2sZkxqhrveUzbePOH/F73O7b7b6OOiTvzO12eYOe/T7y8OzqOK2Dv613h912b+Thy9C8xx/mDvMnhkbHpGeKoZr2kb0H0+64eXuwoXxMD4mrFVZzQ+eOweN2u03bfdVVxEWtLwPm2bbq3i2ry6gRdTa3Td9kAW6W2DRK/4HZZdvqqibzNXcJgGzYdasSNv/r7/5cjBSZAeB6vntodJLfzxmZVLxlonuiVwbUTMB+ozk5Vcyx8U0ju1a7arq5YuQha4xpmdbcMnDhMow/zWIB4N7rQRQP67Phy+UxGmHe+vD6+2XsSoJIbfHrl1pK+x9sfO92e1vQLLXTJsaTBx6zWOQU1a8PYr+yTTnprMJ2rmhzL3Hidq65tPswfn/mAWYrXRIFvRD9bVFxs2Sw9gv13kUpdTo5OCpSB2yHXEIre1qq1mi05rcJ5jf9TXplQI3dGY/Xt491WtWuymqaIzzNCmWZbOtYuXGY9vjY6tGLxyu85GNJ3AVtIn3KLmzkbudzMiXskuF2vjbs3utltHH2YqDjY2iDXDZ6WHBojGYBfKoJDGL4Cnynk90t7WvPttJlXTvtH5qGjvINPXCzOkgWG+LeLWZrY/vsfR9iXehgL6hdL4x+0xfjGBJ3XvMA1MDZJLZ84Dztu1wa7qimdU73c5fOowAQO+JWdfAVpqh7s72YtZ3P7BY6FXHxrYv5DMc26abySq/e2jy12m4OhjqE6tD9tlv/1enR/pH69EilvrKcDdaSeAeGB6BaJCPoGoEZ/KpRSj1y9Cp/kG+TzZnaM/kjqt7KHkUIAOLa+W4MavouGz4Y6OsfloUBICJjlLVPnjrTkFIMo3H49p5+Lg49ZQAA97Hs6PhcLd89utD9B/Yg/vb1eoCa9BvPj+bHuGRcXSNt+twdywL4TyaQn1vGdw9kMtn+3kwfAU0clnuTtzwUlsCdlMhkskPVybFcxGpuHT+Mxc2bw+SmsZMnkwWxg+5K5uyp5WK1uQA/vCmVyWT7ewsjZHRL944zZRK34HF0/o5MJpMdHBzIDjXWWDZq3hmoLSRNyWQy+aFKrVbO9eEJXWuX9w722ml8SZcsnHulnfdANYmbnxVlCWeyMdfJWFtTK1uwube/t6e8dd7npcsGjybZrRh0K3N881BtfilL+pve9HP0yoD6lXTi9hZMx9iWTCaTyXZnObU4sTEWchzw0FXfAHVeE4eESkDDY2gTW7t7eweqc3MMAMC+003PA7WpY2jbcHnA6uQr/elM6FSIQQxfgf9illOLYCzIZDKZTHawv6fU3oUSAN7dISIOzxFL9/f2ZCdXeeMIx5G4owHNmljZ3ds7kGucL7nDAPwkUOd6WwjrWvMOv7dzx5AEOP4aqLkjfMcTnbiWuRdTVGS/mUjNK6rkVn0D1GqeDiB4vc5qaqQMz0v39vYPTqyRLADELydRLZPX4QxA2iwfJ9UOav3mud6u7nktAADcCupQ/Wv6KABkswDhm6U+TKPI8PK53wTwmoAavlnspRG6+CvbaxtyXe6lC2kE1X/8WIZsRKFQDbVVHcNLujhARjOKqfzwqbwRhWos+Nf/8n/+a82QMgIAMf3KBKt11fK01LPxGvbcieVyFfvuU0ldQxMK1VBb3d4rvogAwPVke+37H0saUChUUyOyEdXSs+VKx+wH/SW//1jR1IRqKPvT//1P//Ujbcf8aH3yHaBa5ojPitqw5d/62M1ab01dfV11JYbM2zV484lfbpTSrc2VqV4KibF2+wbUN/0n9YqBmjXMURve/1Bcj0KhUE2NjdUldUyFw2fdHUNV87SPV3jJRxM5syf5RmhaJxPQtTW1jQ3NI7umUMYp6bkHaiOpf+06Ba5lVu/qhd17NoWrGL6C4PUS4/PvP1WjUCgUCtVYX0sYlZvyn12ZqwUCrqm2pqaxkTQhM+W7qpRufoBYVVPXWFnTMbar8ydeCvlqxtCk7sXzhznUwNkktrTvLO27nOvFYmZdkLxeEw4LFP7o+VDtfwyo31VU0VnZMS5/sB+NW3ZGUJXD9+Fxu0RAraytq6+sIvStal3R2PFoZYvoKpwFyJgV4x11g1rnjZBNYyzmogK6iXpU/6rufkwQvl7ofQPqT+v1ABUAAO4OZ7tam7AdncOCKfltwKmaxCGGLp79KHHSX0sey/n1WaXUuirKjDYKAAmHdLKHPHb+5O13TOPruOtax/UKobT3+NnqgvQlD03uW3lmdx3Vrw9i6kVmAACvcrQV0dQrcz3akX4HqAbht0VlYx7ThcLy4BARkvVjW3oWTU7z7qq4l0kiNDfTxg/fAipv+lv0moF6I2wmc2cv70NKMSmnqFti1itEreX9Z4+Bplshkdm3pE2E9LLru4fmFNbMkRpbJHbPQR/jAah9q5cJgLBmgs4Z39+ZaK4ey4V8mwnLzxI9Zl1X+zeeh5O45XwCmrRn8l7f3ugeeqyUYRxdxtkyx74lauZWiG/jTp09jLWjN/P42rGbPFDFFgBwHvN7uxe257tRbKHC+AsANXHaX00Y2zHefzan7g4nsI0ia8pvuL268DzU0j5DqKDPnzrs+yyUUBvLAiQNO6OE2lF9wrM1MDgypUkDQPpiuAI3vPuQbSt09QbUv6ZXBtR7Gdd4fcsnTodqClfed5z6+nVOnPTXkQa3rvOfeqrRyr9U9mn8AFnPySqrvFV47/tlWmNUlfTIHKG4cR5f3CULPXMDveS9MPEZM2wMomvH8xM7EYMIXVzQMWO5R+p3gPriHGrkaoNe2DBsuB9PGmYoVO6MzqydGeFtviV+edMvoVcO1KdzqMGlFsSg0uezHbIQ5T3qfGtN6udIzfT5sxB4NxqrMNPH9x9UHuUQGrVhfg7UGABATCsioeqqS0pHbr4zhwpmcWVFy9pNHqlJ41YPrm3fbJ/pbML0Ku7PkdwmlneuGV5alRQ9HsbXtPHvDX4TZ6JWJGc/kg1eznVjMWITAAC41AsDRMQPv28Rqa2xvx2oENhl1NRx1u+dkL3SITxmUJNNOtZHcLWU9YdBwyG7ljWjvoveDJcheddJgKh8rK2Wvh+F1MkojUASWQDAMVtfzdzUPdjKvQH1r+uVAjV/Us/hSM0HzuFzoKo6S3HcxywWwcORun/73Lp2EYSU53SxtxWLx5HpdCoKi6XypfpYFuKXwrofabvBb4CKqvhYgKSwWCwWi8Ggs7r6dvW+25We2pLBy/tfhfVzTYXvGnr37qIAAOHziYZ3tN18nm/HThepqX0jAkbh86J6t3WpmO9yhduMaaTRmQxqRweZMrh6ZH5zzn7TL6hXDVRRc/X7T/VkFovJYNDpyFby4rknk01GNJv9LVgklc5kUDtwOFzn1KE9CgChq/WutgYShUKlUWlUKnVoSu1K3m0x29GUnShcD1XgOAsP2d+0A2X/9rsfOJcQOBd3vPuXklZWXnQqWbRvCINXs8RoqSfTaDQqhUah0HmzZx4Az8VSPx7f0kymMRkMOpHROX9ii7y4gzxuPRrjoNva2ig0Bp3ejCJwt2+CAMEzIaO2RnCPpeApH/O7/+1Dj8oWd61gfuxYu8t1AN7DUWp946T5m2JTTvXc2OZN9OV8FiH9bi+tkUjqoNLoFDIOSx5WmOIA4DdIeEQcDkumsxg0KonGmFTo/UkIn2/QG8rw5DYijty7rg8BQMCw1dOKRDURifgW2rLK92haGrwQs2sqeLpnpwxfrYu2z10vDSr+8fS6gRr36I4OtJ5nr3PGe6U4ubYHHiO4If3e6rrCkBv6JW0nG+PjExN8gfT6fn2t36jau3A+c1bIBk1newuT+ZR2QuHE5PT8iT0ast+oFLdPKh2zHG8t717m8gan/EbV/oUz79oQu7s6P9Y40hA1PytKPKuypgAA4qZdkWBCJOSPi3cvnT+xUfxNb/pP6BUDFcKW84OFyclcmxFOzqidD512ynAwmWs2M7sX3ke4xG92lqb4AoFAOLd25AIAiNovNeqLuzQEdcoTrdX/0MQiRpV0/8oPqZDtbGN2+r51iiYE41tn9igAQORibW5SIBDwRYvbZw/2u36dcml8XCASCidWLvw/ZceScZ5tz4/zBULh5My+IRc6TfqMl6qjJ2khQ6YjqfzKHUnHbSd75/ZY7mISHt2F6tgU+abMtO9mb+XI8n1PiYRZsTw9LhBMCKcXj+yP1Ys4ztbGxydEQgF/Qe14CI37TxfF/Ik5ieYx5u3XHS3xxsaXjt1ffWIkA2btkVL/POtlzCLG0Rf1treNfvDKgfqmN73pr+g1A/V1KGXf7yPgmhqbUOicmuprsD2zyn8Yw4Pw3tKWyfWTI4t/GL0B9U1v+i3rDai/tjIR+/mh/ODg4ECW33mztyvT6J3Rv37ob0NxTyCSSb1FfAHegPqmN/229QbUN73p76Y3oL7pTb9lvQH1TW/6u+k3BtR0LOSxm03GnEyWnCNuJhH2eUNP5sxTEX8gGMlvx4647CaDwWAw2Z25FQDpeCjoD8azkI743f7IY6qaTDLi94SSkE3Hg06b5f40RoPe7ArGMgAA2dCd1WQwGAxmh+cx5JOJ+ex6vcFoMJo9309M/lWtACCbjPg9oUQ2k4oFvL7A4/qAbCLkC4TjqWwmHvAGo8mYz2E2Go1mq81ut5qNBr3J7g1/u0Qgm46HfV/9QzLsC4Si+QsMO235mrsfa56O+e16nd7qjT/OkGQCNpPBYHYGnp8iHgiGY8mfCP2kIqFwyO/zuW0mk9FoNBoMJutdJAsA2UQk6PdHHxdaZONBbyCSz3eR9tvMRoPBYLC4/LnbkIz4A8FoEiAR9LierM7OJqMhny+agUwi7LVbzMZHWX354pNei9FoNOgNNk/oyWoWv9OiNxgMRos9+N31HpmntQKAbCoW8vkiacjEgx5v8En907GAJxhLZ9KJiN8XjiXDbovBYDRZbXa7zWIyGgwWV+ilbB6/uF4ZUDOpWCQYjMSi4VA0kYqHPLaH5my0uKOPb2EyYDcYjAa93u77idhqJhEO+gOxLGRiwa+KyntlZ1OxSCAYiUXDgfA39gypaMAfjsXC/kDuwaYjToNeZ3Y+bUIRl82oN1o9j5vcsqnwnUGns7giT34WvrMaDUab97H1ZxMhh16ns7ifLNfNhhwWg8Fk9z3+LBMPOPQ6ndUTe3zpwg6LUa83OVzPVyylY4FgOPp18DUdDXgjKYB0PBwOhSORUDgcf3mB8Jt+Af3GgGpe7UT9+O8fyiorKysrEMXvCeNqdzTlVk7gqoY1j5W9nWqjdE6dRCEdtEv6kciK4pKSkvKKStamOwrglg2z25jSCNjn2j5+Rgq0wVwzzgQ04uaKofNU0LDVVfj7H4src0KUFSGHtm8ikPDZ1jqr6ypKS0sKy2saeve9MQCIB243BjpqPxaVVZYX/aWxf/8m/GJKmezNVBulU6x+WP4XuZptRfSfxIOmHXrBX6oFx/f/kjgZQJLHdg3xwC6tonNNr1lkN1UhSos+/PinP34sRZQW1lDFR3ffnCBulY7h6nhXD39IX/Jx5J7FizikArbN7rr6ipKSkqLyqlqu1BMFgFTELB0n177/9AXRNibTx1MAkPKaFhiIyuLCykbmzNUjkDJe41Jbccvovv77i/2iSv7gxBinHd3w+X0BorKyorwUgSjjrN6FU4FTUXdr2+Kjz3ZI3llNnTyxZyDmvJyhlFZVlJcWf0IgCfyTQBLgRtRC5s5dprLqzoo/17Dk93vWQ9dL/Xj8ggu8+wP4d79/X5p7RBWIikrC7EUgmwlb1BNtBRUIRFnRewSaPqMNpQCyYZdyog1TWVBcWl5RWtA+q/e8zLqgjFNFmTqx3192RL82iEfPOiAgH6h+X0iV3qcyAccmqYy1ZXc5T6faGkbltiMevrwMUfr5hx9+eFdQjigtQQ8cWP8eW41fGVD9+k0BnSNYmRnjzh9f7nCbfvzDx3xzrihs5EockSxANmJRjndUFZYhyoo+1rV1r1+64y+P4zxH/E4CeTMEd6sMZL6oCkRFRQGJd+iIAYStkgkqS7A2P0IdPXr2OLL6ZWo7b3ub10Zfs6YTPs06t+n9l08laM6SOpgAgGzYIx1oqi/7Ul7ROnLoiQNAOu46XuI0vv/8qRTbvaYJJQAgE3Zv9zTUlRaUV7Xxjn0JAEjHHIezzIb3nz6X4fu3LyNJAMiEnOvcmpqSwopa0sRZIAEAqaj1YJJW//7T5/LW4d3raAog5dPNdlbWIAq/lFUje/eDTz8TfNtdlS39m6YnY3a/dpaCrJ02AFj3eKOD/AnBwOiY1Pg23/lr6TcC1LTnRq2+9sZMc+0k6og8v0fbe8BGNPCObNZDIbr80fsestdCPJEpOkuAbrQSwV7URwEgEzwUYIsaJu6SHvkgo5m6EwHLTFvlH/97AXkrB46M/1SELuk7S3kv57oxqCnjs0rElZ0liD6pMwUACedOf2MJZtaXihwO4zHNwus4AEDwZLiyCD937n2hv85eCfFEpkj1CNRLMba4+zgeMEm7Pv7TH6toU8e5PdaJ456a9iGJLh7YIRbSVm25yw1oxF3oh1ol3Dcnx9qvnEbj5p2hpsrhhx20kD4fa2rvmtcmM9r+svLuTVsCAJLevWFUcdOkE7KGtR5qW586CqAV1OO4En0kCyZhY+WwMpSNurYG8Q2DqiRAOmg/X+9vQ374b/+tZkRhegbUjO9WfXzpjAOkzoe6hqfmhd2NtHFZzm404z+fbikjbNndp8JObPOTbeyhA2Y5SXRqj0Sl1E/VAk3u9ummKDU1DGkkY5rEtbOnz1NwzC75/OMfGgYucov+Q9r5bhRq1gXOdRqZ2C31fVWXbMg0T/jYMKPPvR5nwy3VqJ7DWMY5g6siDSk8WQBI61Y7Css7Vf6XkBrcZ5QRhce2B6DervSiGsQO8MmGsH/6P/6CFR5Yc99L9nVCIW3D5nKqheiy/pN8D2ZaonSQeu6zIYQsp0en5l957cprA6pOIqR3CjcWxrtn1ZdL7R1MYb5FZNPnI9X1Y8eBRMg8T0K3TqoiAADRiyVqVSlj/fYFtyIAz+EYE9e+HgLLNJ74pCjtVHMNZdaaCNnkU1SWcHOZxxhT+e+ur2/MvvuHm7WudrTx9/f57cw9h1Mzx0G1bXsBbOskQse4zJ2F4Gp7TefiVSSZ1c60l9O3Y5C9U4mYaPKuH8C83NpCnVL5suBdaqnirhtiieTJJKGCtRuHrE3GY2AZB0EAwyyumT5/FsiCcw5X2SuxJxKRQ35LVacsAVnTziCtuVMZBriZROHZa1ehbOBolCxUehOQ9u2Pt9V17t13F8k7ubD+j/+lrFtqfQBqzDrd+vGPnxFTegCbhM8bnhAJh3jj26Y3oP5aeu1ATRhkKwtL84JeMoUj0nrsSx3UzqmHzE5WcQdz/dphUwqxFYNnj5W9EbV0sCfPknAzgGhoFx7m+7SYdrl39irklg+xWumSCBhFOMbI8ChxuGdV404BhM4msWUDmpT3cq6vpWXZ96wufjmjqJ62dJ7riTMe9UL/sjEWkPWTqpFDmvy9iijH+JunrhcstbPXopYO9uTxI1C10/jSXnXcd7s+1lHfPbY2SJ+QejIAyeO+OtKIVB8PSDqKGWt5oIYuZnqwmOn8TvCAZqqLSuoen1+aW9q7jQIApKySEXT16KMJavqChyZ1L2mTqQtuSR159iRfq8DZYs/8LQSOJkd7e/aDAJA+H6ohDEt0ofhxd/Wg0p8CSBk2h/A1w1cpiBsPhtsxY4sTVCSLJ729v7SkUb62sLgg7KNQWGMqHyTNy6yBsS3V/lgDQ3x+7+XiPx5q7znxu09FXHzr/BOgytgV5KlTe8QjbfvQ0K/IOzCHdXtzY5K7pEnc3NE5c5HMqroQ9KlFHo47dOrKAkSvF3oxmDkXONfpdPro8fOdxVfz6Peo8XN37v89p5tzQrk7ZRNjmtCcVdf9a7PVK1DYX/rSDh6wEB0i9SNQdav9mMZpB7gk3K4uyiBH3MvbvooAwN1GezFj0+ZynoiwiMHTfA9mWaFTKf37+QGfWcKlUThj4oXFlR31txGFX0avDKhxr+NKcXRlM12dXDpNM62UnoUHw079SF1h977FoJppr5944tdjX+hooY0fuF8YAnmUPHYzaSMElpmWDs6k+mH0krCvtjUMndidnlu58spmuTq+cHqOJkXizYcMptm0cXf3yu3W7svvQrd7U2zCogMAwDxPJDJ5R+G0ntfUs37pBoDQ5UxLUddxPHS9LeKQci+SQdzczhGdhFPXIw292zo/AHhPJ5tLejSJ8MWqoIu66QGA7O0Euo07dx5OXgzW9e1aQgDgVArw5QPaZOh0drybLfEDQEbLQxJ6Vy6fur7oVtg16OlcUCdm2x/v68JVFlDHt4z5L+2Ybq0H00Imo2umbgAihqvL86vrq/PLq7f8ML+eXjFQk5aj2Sn+YDebwR6Y3s91uMZFGq6ytmNEKBQKJwRcbCFSpI9GPMcTGMQ3QBWpYwD6r9j50AAAIABJREFU7fFOApE1Os7jCebWT4IAAK79QWYeqBhSz6rBejHS1b/tiKZjWjG2bECT8t+ucis+obsnhEKhUCgY501LrpwRgOj5yjCTQOaM83m8iUXJZa5l+nXSEQqho2twlDcumFi7+d4XyU8AdXUAh1vWeU5mB1mLpxEAzUtADZxPP1qa5eQ4nB9m01jdg+Oi2SNTwCwZw3wL1PnzOKSv10fZbR1s3jiPJ1jY1kQAIH27MMCmCM+yAACWWRy2Z+bceTWPapk496cBwKYWksuZBw+NM3vWX0scltwmAdLW47kpwVA3m8Hqm9rN18i60dc7JNK59SPI+kZi17hQKJzg9VLQCKIkDr5TUde3QBWd2FMQVE5xae30boGANyZcV5rSAACXAjypc+YimTlil9Nmtc7rfTpbcJOB2M1SDqhuCbcVUdE+JBQKhRMTAoFw6cgeSWWSjl0+i0Ji9gj4vLHJnTNHrurWw5nutjba4NgYjz81d/DdHYQ/AdROWseA2m5aGuqZOLEnILD9ElDNyzQKuW/vCZ0S2pWRLha7s2dINL924f7eif/zemVA/Uq6aRK2qoE6KhROTAj4XagGPP/Y7LlZYpd27j6dP9TNE2h94svnjgPwDKhs0WPjSkZOR2qw09c/M+ruUU13orl7EQAAr7SLSOfuuux7RMLAti4IAOG7TWYJSWK0HYq78P3yOACAe5NBYAzI3NYdQuvQvjkMAAHLCr2EcmCx7U90tg4rkwAAd6sdLewxldu4gW8ZVTiiAODVLVDLGEq7ZZvHIY6r0wAA9kUCjsNX5eIwKc/F6lgvAYXqOg4AAMTsW2OcsY3DnfFW2sBazrQ0fLvYyRjdO5UM4momtc+v502/kl4xUOO324O9vYNjPB5/euss96YZlxiYokIkhc1ms1lMNglZR1i7dtnlE5iK4ceMxNkbEZ7EmjjKVz+gHh/opFAoZDyOPnF0l/DIhx6Byp07T0P0oK9TIDO4z2dbEAOalF+31lX6QyWBxWaz2Wwmndoze2y5vxcu+VAPm0rpIOFaOOIje37U7FEsDnVQaIw2VAtNpDCHXgz5TuA72GL1Q08R0U7ji7tVcd/t6gCmQWSHrONgtn9ozeLT8pEdPweofq10jj86zhvu7RnYvvIad8bQNbwHa1RIX/CaiJ2z9zmQvcrRXjaVQu7A41nTanfYsNjPIIk0eaDisT3T586LGeT3gBo/7q0lDUt1KYCUTjLY2zs4Ns7jizdPcpTw7fH7ByYOw0ntYH01oqGFwWazWUwKuaUJ13Xq9JwIu/CExccssyEZu5woUFlyNypr2OpiM6gUIgHXPrhxFcrqJ5vvgVpGnrlypeFugdG5pnfoV/qxmDkXeKTdzYWfG8hsNpvNYjEZ7NFt4/2Mb1S7wmIyqBRCK57Mk9zbZSVv53ndFAqd3oIm9W3dBl7apx7YY5STJ0/vnypEdCt96IYpG7gknTQiRxKF1OXkwODCidexRyv7OUAFy8HCBJ/PG+rtGxIc2p+f8G/XKwZqVj9LbiouQVHZbBaLyerskZjSANGbFXblxPnTHxqW2hn9U/8xoMYuBPXY6aufF3BPu46m2I3de1EAAJ+US6Rzd11WCaG1fysP1C1WCUmqt8pFbMyAPAEA4MkD1bSJbxncywN1lV5KOTBZd/ks/MhRCgDAuUpuZo8duXWrmJYRhSMGOaCWM5RW8+Yok8B/AagJh5LPZjFZXRNzp+5U1LIv7hNsOQFMIjRtbM8NAHH9XG/3siULIdVYc/3ctwaGb/p19IqBCgAA4bOF4d6BgR4Oo2dsSeezLZKonMnHxnbUW8zZ0JvO5oklHOXjYNQwRef0zmuT/rO5A637PraXNUs5qPoVo1s5wnoC1LMYQMqy3kXrXlsbx1eOnH8v5GtVTsluw/fTE7HLJRoGs3l9d3wkk1keAOpfai+hL12/tJDUMk8iskYUD11X0rDU0sC7TvhvVwcwSKEeAIKGxWHu5JygE8MZl+p+CqjB6xVeH53TPTjQMzh77AcAyDpUgpbSbvVjLPOa38EeXrtNedQzsusHq8bkzToDhdp0ho4mR/sGDiMAkNHy6loHN2+CEWVX/dhJMA2QMklGWyr7zx5KywFV8hDyjWqWRnv7B3o7GT1jSwb7jXCor2/LBXDSVUERa+5Dvhn7Eq2Epwlol/vaUMJHm9D4EQfdtXhmj1kUk4rHjHvu/REigal22edaOx6AKr5wAYD7RNTJHliaHm7GzedDviOqr6mYDt7sTz5ZrmVZ7Wwj952ZDJuKk8cUImHtEKpk6PilrjZx0lfZwt9/WHoUM+3y8K3LQXDtdNKInTteAHAdDrO6ltYn2iu6t38aqHbF+EAXp7uvv39ItK3/lea1XjNQn5nj5/4YMyn4LW1rT3oN3wajmTwsuXth8ep3gZoyzjRUsPbvvpfO9JnC11IRi7jmAQCwLXeQGMOKYPJmBD2wc+0DgPDNQnsh6zAc0G4JObRtPwCAeY7QxhaoQonLwabBPWMQAHwXM4TiTnU0qFnhc1nSAACAQYwldE2fBeNnfQ1DcnsEAFzHk62lPefxgHqW19N9EMrdiqbW7gXN0zFD9k4+iMOtaG4n2wv/8AXbyWKgS3/4UFTNWb00bDE//lCKpzIoxMbiP/++gjqxZ/j+9oI3/XJ67UDNK245XN84tIctC0Qya+LkvmW55jA1Qwp30Hs1UF/QsZWfIwtohAQcZf48BmF5e1V134Yj1+2mXIqBBuymxX04zGyhSSJgFKGJXXNnUQCAjH2zs6mk8MOnvous73KuF4+bfx4Y9Kyhy2r58vzlRPQb3Mb2A6dnY6CpgbR0v341tN5Ww125Db3w/ZO8mSFXYbtUedZEFEOoxm5ZLBPRLfehGyb0AAAQNu3yiMX/8s/IsUNzIiAhFdGfAJWLQd8DNWpVbq4dGJ7OuWRjDmVnTTFjL38Cn3oMj2OuX8chKG1G1Izu5s08YxZpTz1uO5Q1rfY0o7pUUQDbbGMTc+06mAHDWGVll8wNEDoYa6nhHDxG3uLHPTXEoUeg5pWwKdc3FLfKtaF+1pIxBemjzooO4cOUYfBkuK5h3p4OXiy21tTyLvLN3rLBQBJ4Gmc85ZiuKUItX+dx41IKWc1dZz7bbAuJM3ORzByxSjumzu8yAJAJaUQtBX8ursIteMC5TqdSBhVfR/Sy3vNRRFGL5B7Qlq0BOnH02mkaaq4i8+9zQadvBQ3V42cvfrtE9jnVleyV/HRd/Haa2tAuNgHcbXKo7Zyd3B30qoRUZOG//wtp2+V1nYgw5QOPQKWSO3rvgerRbq1snf/KqHrVQBU1k1hPKJhTwqcV1dcRBMpc92Pe5dYWdsxrgi+FFDzKMRaeuBECy3QzuWvm4v43ttXWcuToeeB7mbqfK3N3IiZWtKy5AUL7tJa2IYkjC/5FbE2H+DQFYFmhlBBWgpBxKIVtVe1bPgC/hIgjjctcWfDMNFVTFrQAcDtPKiNuhCFj3Rsj1FJ3gwCe9RYMeUrlzYBjsr6Kvm4AyJyL2xGUnQhkjJsDLQ1MeRjgbgmLpi1ofBnrbr9wL+cCHjPtdDfil2/8etX67NyMWCxiNn4qrSPw5SbH7cnu5oJ4SswfpNR9+gE7snPueLPa/XvoNwLUexkXaPU//PuXWhSqqakR2VhM6JbqA2nIpG2nSwxscT2yEVlXXdnYOrJx7U0AQOJOM82obWqoqauvRzbhSIIdYyDl3u+j4sjbETAIkAT29Em+Z83cLbQU/P4vrNNMULfK/Pj/vatsyqUkRjXUVXctarwQtZ8IyJVNyLr6uroGNJ4u3jOFAKIOlZjeXFdaU9+ERNY3Mkeluu9sRs0ETJu8Nmx9eW19I7KxqoEqUNsjANHrBS6yhn//9ZawrDPf/ffPnTJL0r/d9pmyYs0B1X82yWlEip6vPX6qVNx0NEtFFdchm5B11ZWo9nGJPpAEgLjjTEitbkLW1tfVNaDwlEmJMQiQ9Gtnu7BVnxEVNS3cTU0wDgBx69kYvrCiprIBSeEdOp8AK37UVUEY2L55ccxv2RrmsgY0aYDEEbeq6N2nciQK1Yisb2iqZk1oPSmAROB8a6itoaimAYWsq6rCs5bUjngWAIK30oGWssZGZENdTT22jbty4ojBjQBNYE6dJzOH9MJ20ZkjvxDMq+4q/OP7plkPeCRdqD//6+daVD45dWMTiq/wJNPeq3UutqQRiUTWVdfjOwa2zu/iAP6btX4Mur6yth6JbEI1D85rXC8uGgWIOS9F7Pqm+tr6+vo6ZF1r/5rBnwWwrTM6Wphb93OgIeVA/e//H9TKndd1LGgs7lPfr/Jd6CC2c6XPYxu/pl4zUK8F2Da64Oib/Esp780Oj9RUVIesryltwFMnDwwvTaIAgPdwhI4hrIXAvkCs+eGPhXUoVFMjsrGxpIW7dut79ojt+3zh1Ib2Wz96AEhFrLuTpOr3FYgqNHly7y6cBch4jfOUyurq8rpaPHfdHASAVNi8Pd5W/aECUYWhzchdkSxA2q2fISGqqhF1tS2929YwACSD+vWR1qqPiIpqHHNR6Y0CQMp1O9leWlVdUV/fNrDriABAwn+91I+v+oioqMZ3rqr9cYCAfq4LV42sq61BovEUkcTgf3IRmtGGjqEdx9PL8sr7UZXTzzqF6OUsd1Jy+9Iqrjf9bfqNATXhv9OfHikVeR2ZnoRIfPojuVyhkB2orqxPUg1l3TdnSplMLleozgwhAIBU8M5msQUyEHebrA7vY26mtN9ye+uIZNOJoF17ono4jVx2cG7yxrMAkL67UB/K5DKZQn1heVxS6DOfHcjkCoVcfmqLAgBkM18rncnkBssRx9XJgUyuUCiOrt25L+1MzHdnMrofIZz0W2719mAimw5YdTb/vftB1OMwmX7COCJ/vZ5bpSx3H24cT3iYcWpPlbmanz/muEj6recHe/tqw5MNbwm7RiWTq7TWrzu6TPjOYHUGXgZR1Oe6s3viAJCN3Jmu1IeHCoVCIZcrj8+dDyVnorZLmUyuUMhkp6anXttxy8mRQi6XyRSa21yQLuoyW+2eaBbCdp3VE31wk8hG7gy3Jm8K0iGn4UylPFQ86saZ26wYMaoOFQq57ODwwvi43zRovlIdyORyhVJ15c2+8IgymfwzSntuTo5kcrlcodJY8vcg4bfbLPbAY9Axcqe/sfgSqVTEbdI77+9nwmezWu++bxzxK+gVAxVibrPV7g6/eLtSHp1CJpfLDjSm3EPMvvTAEiGX3Wz1pyHpt+tOlfdN9lBleSFLYuTuVqe3+r9ne5CNu6/l+3tHV87ww7uZ8dxoDmWKE93jGCkTdV7J9/dUN+7HXibtujpVyA5P9Y+3MR2+u5Tt7R/feh9bTMp5eSKXKTXGx2W4qaD9Qra3r9b7HwaqQeOpSiGTyZ+201wFw06j9c7/xIMF0onAncngfhZtSfm2GN1Ll7q3lMu/uH5jQH0dytxJOaja8tLyirwQJQUVFJ7E+pav4X8VpTyamdYKRDni/hFVlJcUNgxsXr26l/U1A/U/otilmIlHFJbePzFEaVE5miw4/5mTpP9YCst3ZGa7962/+cX1BtT/GUqFXXabxWKx5mWxmK3Ol9wC3/Q/Sdl0zO+wPnlEVovFbPOEvp+F8n9V/aMANRP3uxwW88MTs1jMFrvTF3uDxgtKxxKpbObN3uGX1xtQ3/Sm37L+UYD6pjf9L6A3oL7pTb9lvQH1TW/6u+k3BtS413ql3N/b3d3dlUql0v3zu8fp+LBZLZVIJdvbquufWEKeCt1ZdHpPCpK++6KkUqlUeqD7a9V0X6n3t3cOcls4AAAgG3dqdrY298+sj8awGeelam9bIr9wPiaxiTrOdrY2DzS2x9UqGYfmaHdbcqh99M5JhW2n25ubsou7xzURKfvpoXRHqrz2PhwYsJzt7GzvSE6t/mdXmXAbruyhr+I8cbfJbHVFvx/HjHkcDoter79S7t/f1D3Ftfdh3Ubac6vc2ZFKtrdPTf7vh5DiXovJYAlkIO4ynCvyz0eyu6+0/MpOtm96ZUBNxbx3Jsudx2U3O/LNIWzQKLZ3JFLpruLSlQEAyETdVt3tk7adCdlujHZfLJP2GS7PrY/9UjLoMOsN7vuJ1FCuKIl0X2l8wQbiK4VMx3Lpzs7OnkJ9v8M1GbzTHcv2d3fvX+CD69xK4XTYoVUf7kulu7u7ku3toyvb99f7ZGI+06lCtifd3d3dlexINNbHDT+ZbMhyrvOnIBV1XykkEume/FCpPJTtSXd2ZOf2XMaspONYvieR7OzsKi7yztExt9FoerImLhtzG7QWXzwWdJlMDq/HbrQGnjfyhNdkcPh8DoPRFQUASLovJFub+ydmbwoA0gGbye723plMd/6/S1ak34h+Y0A1zFPqfvhDERKHw2ExGEx5bZv4yp0CyHi1G13NtbUoTBOyEoltG9u68r68mM+rGmc2YhZ94Fil1P3wxyIkDofFYjCYUix9+sz5vbT0Wa9+qQeHQdY01qLpM5cuAEiHrfJZCqqsrqYG1T6+aQlkALJu3RwXjUHWNNVhmfO3XgBIhUx7Ux2ostqaGjRJKLEFMwAZ1+00uxGDrEXV4zlLBj8AJAP6HQGxqaympgZDmdq/C2cB0s5rEaMBg6xF1bdw18xhgLhTs9GLbyhHIpGfqprHt62PK5QheCHElX4aeGp1ELtbJH+ooc3rvku18KFwcLSX1o5p+PyxHIXDYTGYJlQFir5ujQJkY7ajGSqmurYJg0KWNzazphWmyMtTVtZ1BgnP3I2Dfryx7McP5SgcDoNBo9GItu4N/VuE4tfUKwOq73ZlpJ06MifsJY6okpC8O5vvwWAaa5FNGAy6FIETHNpSELlZ5NZX8x5MfiFxzEW09G3pE+Ft3A+/K+nYvx9guhXDNBR+1goAGf/V6jAGg6xFNqHRNV8a2TJ96HtDwGzgZqW3tR7ViGxsRGMqSYN7Nz4AcO4N4H741y/1OBwOh8Ni0bWf6plrJ/5EOng6Vvo/3pWjMTgcDoWsasC0Tkj033HMDV0tUN//vx9qsDgcDoeq/1LT3Ld17ctnk3MskosxQ+eRhOdcTEU1YeqK/vynP/xY2ohpaiTxD62xtPdqt6+9EoNuampC1iGr0Jw9YwTAOEsgEHsfHbhSxnnsF+aW0bAvam8bWp3rw7Olz6tjWSai+1c3BrGts9eJyJ1qkY4pq6upRRFG1sxBSCh6Wnunl0baCWPbtr829njTg34jQI0a9xeX9q0hywKJwhae3o+o7OKGit49ZyRknMFh6Ov5nZx3R0PIAoLoyPdS5+9TC7uwrSt+sC20U9iis/uiPFJOY8vQaSgV815IplePPF8ftdaG7Fq4TAIEdpklGPEdpD0X88waoiwJEDvqbG3lrloyEFrG13ev3mYB3Nv0YtysB9LOkylGPfUwAxA+oDe3DezYs+CbR9f27VgBwLpKKWlZCkDaphDQG1lqAAhIOrBE3oEzC64ZZM2gzAUA+gVSafu6H8K6vbXZZW0GAPxSMobEP7h3nY0bBfiid58LRh9z7kSN0vGaf/8nRPeG6evhdMapWp5b1wYA0lr+4MjY3Ox4C2NUcu9pmL0Yqaga1yYjNtVwE67vIG+Xp1+nVxazN3UvdlK2rU5ae9dBHG7HGsgj0gcnNP0CsaFjypTNhi1H67M7Fy9uAXzT36JXBtSA/mCa0zstWZ3omTKBV9KHKiLM6vIdjWmLVlGC2jZ7btcGMQ0Tj75aiZP+WtKwRJ+I7JI+FpeXYrpOcw3Uo+Sxm9uW7gBCp2PN1e3CixxXYsejyHLi6l3ixQFg5HyYimXO6nJb0OJno8gqdN9FHJwSLp3Uvf8w/szeCGqLaTs2r/dsEls+8uCY61SNtqM7V29eBFFAI+7G4xfuMzH410iNxJE9JwBAzCQm0kb6CEMXD93OdieTMqC4/8IOH3GbKpv4F7lWnfVvdldU4EZNAecqlUwdkj30pCnTUmtpl9Ri0qyw2WKZRMQeOXIbDw/2jh7bul/C7JhUKKdo7F2b/XKFU03YjQMkTnvaWtjrd3Ar4Ai39qc7WbMq+1uz/Nl67UANqWf6Ort7ujjMAcGq3v/MevB2qLaIu2MwKEXYBpHlyVHSLgKpZ832QuTXpxZ24VpX/GBbJJLpvMPgk4PI1ZwDs9+pWuzkdPX0sBk9U/u6CABA+ny0pX9JZcsCpBwblALKjs+nP5xhElacAADODUYHtWcvkNLzcANrZ3cAEDevdhTQ9gL+m71JFmndDQBgXyGTGMPyYPJmGDOwfeUBgPDtIrGQpQgHtFtCNm3bBwBgmSe0sfiqYOJyoGlw1xAAAN/lTFsRY//p1rqYgoEhje2akwAAias5Tiuzl4lCjJ/me5Cgbmesn0tEV9OHl27zPURSuzzaze3u6mT3jU6deCFh2ugf7Fs9UU9hqaN798b1wUMWoox/enexNoT/yn/ROUdAMaeOfC8EiB6BykOS+tevHlp1xLxMqO4/9wX0kikmu6uvh8Honz9xvMWYfjG9MqAmgz7L5bXF4zTdGv2GKRKBITp9svMlrN0UHxo918uDOPTsE6uy27FG8vCOLh7cpZdyFg/mSZxOlRsAvEoeu5m4FoCghImjDG89TrSEddsbp67kS0D1y2g1rMXLxzGzTzPdXk1X+dz7PUxyr/yxPkZRXQF50+rxaqawZf3qxzzHrrU+Jmvg4KWuLaAR9zS3LN1/Q4d3hnoFa+dhAAipe/HspVPFBJUpz0/1WFaZVFLPvROIZ7u9kjinfbJLNXCr2Fi78dpWKFSW4PRxLOvdIpZ2Sh2eiOPi0uL3Wq70vtD19vqK9OYRjk7NmTkQtJxfeMJ65Qy9OZdLx7XTSengbLtj+iuz22fRXlhDkbfm+LP1ioEav97s7eoe5AsnJhekF7lXzrjERBd8qWun0ahUKgVXiqQsaB0h0xqnmLv7NK5pXqMye8fPXjjzd4GaSVxNIDGiizAAQMalWhKMTwmHu2hD04cu4z6lnTuvcQNAMnTALW1dvbCdznMbOJIwAEBgv7+Dytpy2veJhJ4VrQ8AYj4pp6Rt89p2PN3Z1PO16bZF0trat/mN6Tb6uen2Bu6p6XZR23r+W9F3uS0gFRXU9C3rYwAAkaspBntCdavkNVeO5ay2Q4bVERZv91wpJlK753VxAOvecA+3b2xCKJpZP877Atp2+f3dIzcB+1RLbXE5qoNGo1IoJEwZpmvP7HEeTdGrRo6ftrWrySY6b9P0wvTR94HqOhyqb17MDXbCpoPZcd7UxACHyls+c39vg/2b/iN6ZUB9KpeUxugcOnR98w8x4xa35E9lOCqVlhOl8cvvkSNycyIoJZeyN+0enZzbOXqbBb+Kn/PyNYgonUNL1z9rE83tdB15eEf/OD6N2VVCWv3itV813l7wropAo9EY7C5uF6m5vWtB6YylfGoh5iugJtR8Foe78JJBc/h6mV38p/LmXN1J1T8WUxfOfQAQUPYTRo5jycTNEqF1OZcH6WugnvHKKaJT17feLeY1DrbgU117/nZQyfjqz3+h7vh+pn9v4HKRU8PcDgAABBUjVDJpTv/zjnzTM71ioCZt6qVZ0WAXnULvFklz5lrGRRq+uoHGn56enhaLZxZOXVmAhGmjq3z89Omx+sUOWjdf88Isx/eBmrzg1WInc0AN3a72dbQzuH2DY+sH1wHbAZ3Ys5AH6n5XaeuK1q5Z7kOzJSEAgMBeXweVteV0KqhtfWt5oErYJW0bt/aT+R5sdz4tlCSXFsqxT3qeFsp+KOY236eF2sgB1bbT9jQtVFHbeq4NQth8KhFPjA+xh5flpkhEN8nuXjbEIKEVNFfwLwEgdL010TWy7QUwTmEpfauWDIDnYmNpapjLpNE4o6tXKQAAn1w8zB1VRDN6AaYJ2dolnJ6eFk/NLK5dBwHS7sNZDlJ8++TWZTV8JHVsy/xCK/4JoMr6q1qWLQAAScfJbGd7G6tncJS/pTT+Xf2Efrt6xUCNqAd7Bif2vk3BE9VvdFd8wvRN32uSXfcOPXxgSgSlHcX0TWcknbYsdrKWrswaYVdLx0YITFMkVt/8ZQoAQhpxFwWHaqZ2TqhedN+7na7nio8f83RD1CbnkRqWbnzKUVIlgjg6PT3dj//jP//zB1YOdVmPcuJroMZUY0xW56LhhdJDVwucis+4gXzVp5g4JHfu2JvNHHWXvSusxOOxdUVf3mNzMWHrV0C1LDVTJ88c3y55MK8wm6tqqeMP96O/rfwDbcf785b8ZQPa1R4kIw9U+TCV3DH/Us3f9Nf1ioEKAABJs3JrbX1lsp/cwZq4dDuWOqicfMaxh6olneezRJT4SQqjuyUKgTosfak1fQVUxvijj2jqaqKmvu/4zm+TjOIIrInlleUNxU2uiOyVAN89f2gFgJRpqa2QeRAJmo7mWNhZGwCAbZlCog7IwxnzBLp7We0AgNjtfGsh+zAW1MvE7NYFBwCAaa6dyOQdRdIGXmP3+qUHAEIX083FXHU8dL0j4hDziYunmts5k6eR9M1IQ8+23g8A3hMRvqRL+bUpzI0ATx/dOpWMlb17X1bX2IREfPj97z5huhf2VXPkwv/xQwUOjUJ8+uOf/vwBy5fnDP0cJ9L19bWZMSaJNqjW6RfGu5mrTgDtUAN5dNfyVemZ8LVUQG5beQy7ZW75aBx38ewl3/+vgDqw8eD3m3bLByqaBMaQ73K+G0vqnl5bXto6Nr8tgvjl9IqBCo5VVgd78ODx3Cm7lMdZ17quVwbx6JknOdlvRvMhX2lHMX3NFgZIO05mB5issYHedtKaH2LKPjype9GUBEi5LhR7K3Oc2n+rFl29tBo3qu7F9KxqXPfdSNouG8fX9Gkjrr0eBrlHFgcACGumyLX13dJcBtOjCUzZwGPINaodp7aTJ05eKj0X8n2cK3EstdBHVvQObW8LjTeztLG1uTYt6iagl+ypCVLKAAAgAElEQVQAYF17CtTUaX8tQaR0PvRbEatsbmz81OlYpVJZ/NPHlufZIpawt10/c/IzYT6eZaKmzQAAjnUGmczd+RUy8/5D6LUDNa+0T6851/njprl2EnVE/uzLMx21rBLqkaxlQzqdToculunVpdSVqxddZ33HAg6medkPtoU2ImVY5kun0+l0OqWdQpe2im6i2VTEcXNyafm6qYSkrEZM14o1mDItk8spqwHIBm5XqVXIictU2r5DbScO77qyEN2m1mH7tu6Cidt5Uhl9IwIZ3+V8RzVq8jqdtqwT28gChQcgtE6qaR7e9QSjF9PtCOZOHLKuEzGxBjurS6eNSy2tNPGxD8C/RKhq4R8GgqFjEaGSK4+l75Tzo5w5TTydTqfdO5wW9viBye3QaU+OlMqDTX576Tvi9Ln5LuA1X6rVKqVSLiCV1WKYy5eu2NP4asRyfnZtUm+NcYnzxjTA2UBde+/q5bPeIek6n2isxg/tOtPpdNqrGG9GVA/I7S9avVk32RQCZz8ON6P1bT0rF+F0Op1OR/3y4Zpy6robIOE3XZ7evJSA601/m14zUNN++TiusGlIYYqn0+l04kiAKq2hH3v8t6v9qDr+Y3gkoe6tbh/c0cWDEmIBddUSyAJA2q8Rt/z5/3pXR151AiQMi5S6qo6F89xaxMwFv+IzSnzz4vaWlHmWjayirZr86XQ67NhmlVcRxZY0OHe6qK3MzTxsEiYRpugLdd4VSYbUE03FPUeJVDqdTqfDl4tUdCN32/7i7ryARtyFahTpcx1L2rnFbu0UHF7sDnXPnt5P2/qUU0TsrDkLtlU6uZ0ruadvXDtBqEB0SlyhdDqd9OiE7QXV1CVvzLHUQSI/mbJNGRebCxhbXwM1m8lkvuOOFNCvM6rqeJpE2rHHILb37di+HhVnf25Wnn94/UaAei/DPIXO5iu/CeVm4x7tZl/zx5KyksIPtYSudW3Oy/6FGp2Jewmk9QC4drox7/7wobSiAoEoLy//QuQfOqLffa3iAdUItq70Y1EpduDAEQaAbCpwudOL/OHzhxIUZ0EdTAAAxPyKQVRtyceScvzwoTsGANmk72yDW//nTx9KMF0rZ+EkAGSjvoPe+qriTyWVBJ7KlwCATMJzvMSu+/PHD6X43o2LSBIAshGftKumovhzaTVRcBpMQTYRuN7tbS3/UlxaXFDRMbKt8z8ZNEQvhG11Iu1X1dZOtTKHNqwvxb2cR7PD7IHTBEBGM4qhDm9+O5hPh21HYhbqfVFpaeF7JJUvMwW/Q0SntIdF7pXHwTTdXvPuh89lFRXl5WWIylLW3FXgzXHx19RrBipAJuJUTROxVZ+LSsrLy4vqO6WmcBaiurWhZsyk/uFnibPhJurYriEe3KMh2Ju2QO61z7jVfZUF1fQNJwBA0mvY4jY3lBQWl5aVV5ZS566soe+N4JI+y8ZAXV1FYWFRRU1V96rRlwAAh7Sf3cHdeVitlDDO48tKSeLTu7Opxh8/fCkrr6ioKC38WNPC3roKfKfsuGGjs+jf3hUhKioqKkqL3qPYC1pfVDEwuH79MBpNWFSTJMz4bcwl4f7/7L3nc2LZli/4j028TzMxMRMdMzEzr7tv97vdt7psplLeI4E8QngQwskiAwJhBELIO+QNCCdvkMFLeG/OOXs+YISUUlbdd+vWLWXx+5ARIs9ZZ5999lq/bZbpofHyKtLHvTdz3OraytLSkk8lNY00+XUgBYBlvru7h3+Qs3spyyKpkrvhzidU165IMDqpfzWYB0mFLnZ4Tf/14YfSJsbUoT+Rb+iQ6M1ab6fIECtMd38eXxmhQrFQOPxUe+Q5En67zWazWh8DaWpIhHxul9PpysHpevT4QuFIMBSHAZyI+B+dDnsGzre44kl8wOOw2pzePN5B4j671eLwRPI4I+53O6w2Z76/ABzz2q0Whzea94i479Fus7v8eZdBUa/NYnH68gd2zPtgt9kfnkpRIPHAg9Vms1md/udpTBE4GQ0Gos/ZKxkNhiJx6LX+ghKxSDj9qFQ0GIrEX4/BhSJem9Vms9o86VTESDzgeXTld6rT5fYFQuFwKJJAABQL+R7SnWqz2R0Pb8StFvCr4X0TKgAAQCGvy2q12Wx2V0ZrkFQ8EgzGnuaBSDISCEUTEIIkQv5w/oBORgL+0FP9lZj/0W612Wx2x0MIBgAkQ27XMzidD/5wOpgm7n1wWK1Wh8udVWkoEQmHwvmhNlDE53YH41AyFvA8OGx2u91us1of/FEYAACS4c8tjNsXjoa9D66MElhtnkgKAJAIRZPwk2A4FQ/7ggkEToTDociL4J6o2+mwpfsjoz9QPPzc7kHxkD+ceLYeTUX8Pm8g+rbCJXx2q8XhDn+2x5T0O+fZPH2sUKL85/GVEepfg8Slko2tKCqpqMygtLgcg+cbX6nrVMAvRtDAJzSVF5dmO7WipKiig6W8LngY/YPw/gn17wfId6rEVVaU50xAZXnJR1T/4umv87ZJ82wvrvLjk4UpKylvxA0fvpHx4XeLRMK1u3WUSBV0+OfxByZUgECpZOI5kslUoQbD3wQETiU/69XUq2vgAn4LFAj1C0Bg6OVgTSRT0K9lA74aC1M4Qv2l+CMTagEFfP0oEGoBBfxmKBBqAQV8zSgQagEF/Gb4KgnVa1ArRkb5AsG4bPUiCgAAcMh6tr9z+WQVYM/5nu7UEoAgp169ZHxycI+7r44ONLksKW6DempklC8YFym0nweYP4f7aFEuHB0bE8lmzkJZaWbNjGRCKBQKhcLxccH4xOZdLO3Sf701p5gQjI8LhfzRkakNk/dNuVDIYVqSS0Xj40KhkD86tmR8ijmHEffx6oE1Aicjtn2lgC8QSeWKKYVUJBgbla6dPUQAACByOa+YGOPzx4STK8Z03pnQvdGgO7E/uRmELYfrRkvkLY9b2HqwIhkeES2efPGIGXaZNKcWLwIA8JmmxEIBf2xUNL1zmT418l1pdCbzUwakpNd8sHHihpIBi25jU/MUcQM9nuzozu3ZAhle05RYKBgbHZ1cOnwtXWQ+3Efz4wIBf3RYtX2WOatKPhzvLMrGx8eFQqFwnD8mnlVfxwEAIOa63JsWizLfhj++fft2jRDEb9ap5ULhuFA4Pi4QSqZMT5F6sNdybti5CAPgu9hRCUfGhFLFtEI2IeQLRJOrJ+nxHbhc548JhIKx0cmN63ToRtSmXzfcBnKe2AmP+ehAc/PrRuG+M0JNBK2XBtPl/c3F8e2j336yqRAJx4WZTldf52wF5NTP8PkC/ujw7P71W+GWcd/NlpzPF0zIFAqFXCIaFwimVlbmVQuGu0wFlVT0Sr+0fWrz3x/m9FTAF8wa7AkAQORud1Epzo6csZHx2e2LB4/9/OLq5ur06OLG8yJxQsx3f2k8vrw1n5vMHggAAGDn/tLkyCifLxSrMqqXCloNC5MS0Xj2aaPSrQt3PP5gWF8yOXPKEX+8OtLobKGI7fz8wnx1dnxh/qVhpQX84/DVEWroZn2E2owjUnpYHA4HU13bM30UBrG7pd660uGz3GUp40B1O3vuIhHf6viPf/rP2ilLxqp5tXw6qlF6DwBIuQ4muM04AqWHxeEQKuqwykPnW4eBsOtQ2N3RQaX3MJlMBqadKN6xJAFw7w53fPfnajI3DTa5pqFDsGoNJ6Onoop/KWruYXO5XHYPGd/ZxBUfvJHCNnI1z/jxX0q70iK60egminTfmlEu+xS5DMPY9SVCd2oBh80hN/703V9+aKBzmD1DM0ZHLGk7UJA70HQGk8XqoZDr69pkhw8AWGeJuPae1RyLI5bZlm8Is9bXneqdJgm3i0AmM4jYLu7mVeIth+fEtQhHluxafXdbwq62JiabzWbS8Z11aOLCaQCAC35DO3VCm6VkJHg0gfqeeZgI3Czh/vv/+meK8ibDljENs6S9f/UyCQBwGkVELKaHzWb24HHNDST+0eMb3wBJ2jQyYlsLmc1h9ZDw2NZu4Y41BkBkh1pUXIbBs7hcLpfDolHb6jqGNVYAXOvc5u++qaOmO5bV2tbas3jsf/3loJMxdOWHstYeLpfLYTO7qjAU1XF6bgD7rqa6KlEjm17Ec7Qi4nYzaZjv/t9vqzopTE7fyLTeD0dvt0W01vZ2JpvLYeIwKAxNePyYAoGVzm9x8kt31vHSpxPRUQ3iXzdJzTsjVO/V3DCONDwl6qdKD4zzxPofi5q6uVwul8NmtaJbBAZXCiDxux0hvrWVzOaweghdHR1smcb5mgtqzH2xNMpicQi133777aembg6bI1BODzf/UELavI0DAKJXG4TKBpH+RCfAffcfNWk95bDaGxq5a6feqEWF+vePjdSe9M9MBle8dGQ1Tvf088QjTPLAhM75/HmPx4ohPH1YJugljhshANk3RxgYApnew2IzuypQ+MWzAACRMyXlh38tw2dsAofVw1s6csUe1e3/+U//WafMGSLNGK2xffHGusjtHRgf4dD6BXvWz96wgN8ZvhJC9R5N80ZUV0lgX+C2llOX7JnFTuBY2FJapTx9uFXz2xqEl7kboOOxJtLQ8lUysU//VNeMaupav0MAyGRKwk67APBqeZ0o8tR1ZtVyP0es7FDcv54oOnDY100YWLRlTKN1gYpuoOwGgWd3iEVkbj8tfFwzzUXEuRu3/1KJLR/JEXz0fo7ZwZAdPnwmGQAQvpgdam+Zzq6IoF12B2loxQ4AAOHzcQJHNtLFyWV0Cu/z2JS+vew6zr/T3dTYpczmFIVMcmxdI/PE7V5n00j9m09m0r6EL2Gq7R6vaaZ3ePa5U65/mdjRO2lIAQBORipqeaZAvmd90rwu4InX7xMAPC61d0v276/WSQ3N7M1sg4MbQ/X1nQKzzz6FI7Hlhty0Pnwqby8bMCb8N2pe3b8Wo9mj0xcRAACI6wfqSaNbNykQOx6uq6WuZ/olfjJBbiaKL15dpcb9x6JG3JA2kz8ncqPsKu0Y3XIh4JBdQZ++ys0VkIspSgVa6QMPGxwGdUiTlQZdT1HaaEs3odfEQyf8JsrIerbkTvx4oKpedBIBAETutWpec/PwrHwha/AgHauqZ96S+exRx+5AWTVjKXtv4JTX9GOX6MD9qOmpoM2YvdkJQsA0yW3HzXkQ546EN7Z29WqOjL8W74xQg3fa2cHR2V319PjC6fUsgdY/k6vS5pQ3lvXvuwMPR4JG3JgxM74C55L24q6J/S9kBfGomT09QmN24uJWtBXVifSJeEwvbGzmGJPAv8tjElk5PU1tkmvoYr39apVYPqB7EWhyMydUzK7NSfgzmyc3l/Ojc4bHSOYL+i93Vbzx2c3lKf6cDXgO2M2N7BV7Zi18KuusJq0GkMCZ8lmmpAwe18hFdc0NzfjN9Djx6cWcDuLqg2dLMaVamZsUTi/rXzUPBfye8M4JFXGpBzub27rIrOFZtdYRMItpeJrsOI8OINfJ7oXDd7M62t4ouXv6/VLYSh5aukrE9hjlrLnDjT4OfuUGBiBolHLbO+d9wLfOwFGGn4K4Aew5PboLvFqewrNFQTOnj582AaN3y/R63KbTczDCwmeSZAIAAHI5UV9GWb73Bi+V7aX92niupYFtPpPGXHlNZcKXs4NtTXJ75s/HRd7QxNJpDAAQ0HA6B9QXxyomfuk2Lcqh7u3GM9cyzXYuY+upqou8dWfSYzYeWoOOFSadwtt/2rJyq4mlzDW7L3R3qJIJOITmxnamdNcGAADQ2TiZN7V9jwAAwvusT1j5ZTpF8cV0d1NDB7mnf2xl59SdAo+bDIpo5dIw04Fibz8+fQQ4bLswHblCNzIsuVd1+lQe/XoaWzZgTPguF0bJHdJl7QR7SHQeASClH6gn8bdv4xEdq6J16ia31QWHHu7Prh5em9QkXLsjKEyulwAAycMxAoE77/Cd9FdT5Se5rxPVjXeWY+dD4HGDSydy8j4xMPbWEqaMr6WkhE4ETeSh5avs+uGgjzCi80AARC/UYmb/guZgWjgkvEzPa3xb9HKq4uwBAgAgketlbm2rLK9hIGo1HV9YQ45tenn3oi23iR47n+7vwM64gP9id4Xfz6RgURja1NmrZQZ/Md4ZoULRiNfu9IaDXpc7cjuJo3CnTjKfI6hhVlWNHVivNkYb21R5ufFiu/0dpMEly5sTkLs5GpWal8IweCvF1ZJn1QvdBPauBwbgcYfXk6end6Lmcqri2GVeIZT17r/c13188PgC3keXNxQKOvTr+ttgdnWcioQ9Dpc36Pe43AnbLKGNOXn4ZN0Sj6fH1ijiP5nq7+hQuZ5LBa5Vajl7/nCjj0NYvUUACBoknHbcrAvyeTxev/fR5fEHCylQfvd4x4QaO5oidtFGZ1bVG3tHligAAHj2OFzu0N7nrJR0bA+W/Nv3FY3oDBpLv/nvtbzt+1Rsl1bKWLR6XVcSbq8mCoJHst523IIf3E8xe4dmLn+Rv/jNdBNjbO366Xgx6T6bYtZPnQZMMuIP//ZjDRqNxmAwmMZaFFm4eR5IQKGTybZnhAqdKvq4bPnVK8YzervG/fSnHyrTLa//+G8/4mS6RwCAf4eDHdn1hKK3C0S0NL38fk6oZ5IahlTv+Hw7zLE+2P7d//hQm+uP6qJv/kxcfYxmnqhVr24si3txlIFFy80hk8QUaZwAACSlHyxvU+hdtq1xLJ4lXV5b3dCZPelGJ7W8rtG5Q6dWWsWas4Q+Z6VrBRn13TfF9dln1pZ+/OGnviMocLUw2NY664jbNsS8yVU7ACdD9ST+1m3Mt0poEhq8bx9t5oBErUus0sHdfKPqUDPZQ+Jzy8VwQ+mPRRUNaDQG09jQ2NxMGtuzBABwrHFeEKpNhW0bP3gtfSJ0Ie2q+/7bElS65WU/fouRWxEAopY1EYWljgH/7tAQW2QIAvCcUFO+U1VP5ZjhlYHkXSeXFH0orc6OytpPf/lYj59Jr3MR341+c2VtRcbGt42qrW8n6foZvDNCfYabaWrjd3/5VIdGoxsbGqp+ah/RPgZC1/PM8mFt/vCyLJKYw5Onbx4+vyRUAOL63vqfSooos+lzTY9OktVTNBpV9X1D9/TRYzRlm2v97qfimno0Go1urK9Gk8dWrn5puqCUcYTUK1q/++w/wlcLzI9/+qEq/c0b6mo6hnfuQiC4QS5lLNm8zksxt1cbBQGTlNveqSzs8r4vvGNChXwWo3aVT21uaOrqVRqCKQhJnIsHBseWXxxCwTAStazzGkqpKp1On4ZWTizrGFozJ2O7tBLavCUIgG9jmD6+f36s6O/oWvAD+wyVzpIa4gCAkElEba0srahv6lFbX5sG3820csR7d0+8FXcdjOEaZi69unF6I3pgVa/XLw9V//lfP7I2vQAAgASOZM8JNXoo7KHTp29fsZuR68V+VFn3bLrxusNJZjNjfN0BwQecyu+//6myurr0hx+/qx+/AwAA5zNCfVwjk8b3755bGgSGEdsKh4jpGN3IdIfucGmw4UfaijOMwFDYZZqkNtQ2ETnjc0dX9ojPMEDpnzywAwCQpK6/tFVm8kUebjQb04NdqJrm7omN6wQEg/jZKG1gWmNLPizhiJMXvuSLhyLQlawL28GQ7GYeeritYNUX95uS/quFoVa01AZA7GRhYFCsu9YLm6n87duYf51Yxdl8TAAAu01yXHVVWUkNeXjp7nOyRqI2dW/V6GH+b9cqCpU7eWU/G6xrY0iWdXr9Rn/9//PPpTxdeupj/4xQL8dRbcJ91ysrAehU2NbRxZXv6vV6nU67P9/b1jB5Fou6tNzyf/2PT3X1tZ/+/V8qaNMncfByhWre4newNl84cyEwgrjXKaVtvSr1YaZDNqXdXc2d01aAwFDSvCXtaamuxw0o1XvXzv/5kpTvmFCRazmhs50u3tHrdTqdznDsiAIAIldLnFrBs+JRZ7JOav/UxZs+O58TKggfjdf9gF/zpueCj/v8rJ7q9YeH+jtfEgCQulW1f+zkb+zp9Hq97lCrOzE7g790YpM6HcdShxYuUgAAr2a4C1NZWtGIHTr0BC5me1GVzAVdRvO0xuvHcAp41KQS+oI1CIB3fZguPDg/kvd1dE7bfvZBBfye8I4JNf3cgO364vJ4XULDEkZMsfjhGI1MnbXkRn3sSsnoUBhc5jV+O1p6/3TjlaiVMrR0lYjt0kposzd+AEDgZlNI62Jz2J1dc26QOpeR8FS+MQAASPqctusjadt/1oqOQ69oVOpKiuNI1JfZlVTiXs1rQQnMSc/+MAvPWA8CAADk3BxqLMVKTt0AgPCRrK1s0JBbjwaNY2Q8WX7y2vw3c4aaKwvpWiQxRqavbUf9pIG5HePV9dWFfldMQ4mvAQCuZ4SKXE5g2gfmLnO7Vv7LhWEGR+N4VLPo1OH9pymAZ51Uxlq3u107Y03tzBndxfnV/UOmcIxViWcJF84gAIBtHvupezVTQCrhvr04v9Kp+tu7uIvWiy1yn3D9OgqQ46HqtvH9p41Zh1YywOGfPNqmcOS+mbNcB0JmFbZ8wJjwXS0MtWKktwAAKKRVDI8P09tqekQ7t0nYocSWMxctMQBAImC/O1scwjZUDxhfYTzYf7fcUz+iz1EPdD3Z1dUtNkRTRm4lVXHqBQCAuHOFjanByi4QAIBjlU0n923nNsSho/E6zMCWLfLKJ35xhgriG6zSkV379Z6EQJo8vrm6ujYfyhjsEdFRCIBQHqEC6OFsmlpOW3/IfeyEXkLul+06bZqeCsaSPfdxEheq/g7cvA+xzHO62nqnD6/OL25fqX75V+E9E+qVBEvpVZ4+37VJuk7nGA38o1w+weSZsA3HVhje5rpXCDV6qcKW9msi6fnxwzaPie9Zf+GSF79WdZb2vzxD/aWIaUfb8ew0zcc9dsvZAb/pm5ZFi+dUOYjtnHt5hvqwQiqhz936AQB+84aI1sVms3FdqgKhvi+8d0LNIhFwu/1xBCQvF7qrUFTl/o3d7nA4lvrqK1p558Hg/eoQumrsKTN8ysSrx/UtXCZi28SfiNNmDwIAALF7dc+3/8efSrHTdgAQ9/5Qe13z8OqZ3fno9jg3hmqqccqrV0sMIr4dfntFB3/vzGa3353KyRUNzEUXAtxb/bQ2wnz2vMS/wa79FtNvsoejJ1L0D5T5W6vD4bDbb7alxI423r7nVd0NX8xw68v79h0Oh8Nhtx8ru4n9Up1peYi3cPSYuSN8OteNGjHFYdcai9xBW86eMMGO1V50GV5ivLLb7bbzQ157UVP/ZizlXKIRcRz1k5evdb7jR+qizZ+K+h89L/IWJ40TXU1dvL1z27GCUsNdenyeEDQV8bq9oesZGoM/dR4GAEBXCkpdFWPu2mK32+8Ma4zGoi6RIQ7diptxDKkuu5BAgsfSpo9cfcJ7OduHrpu4Sf8avZiml/3Tf/s0uG+BAYjs8WprsOP7t07Xg9t1tshuriJOXr12mIQkvbu9bXXtY7t2h91u3pzA19VxN60wSOzRi7uEh9b0SyUc27TKn+r5hlDcvsYmNndNnmQ6dk/QUk2Tnflfz1l8PNrYTuarbxwOh8N+f73U20ib0Z5ti2gTJ9kbvDtMFkd04IWjO+QiguzEleZ2JGJZojfW4yWHdrvDYT9ZHGyorBMeOFPBLdIHovL6ycvXIGE2NcutIBn2ur3hXycX+Xsm1MuJ1q7uicOXi/uYU81oQnWJNHa73X65Noqta+TtO76whr9VEQmEge18DoucTjb9xNxJ16wArq0Bahtx/sW5Zvx6qvkHwtTZjSMzQmwujz+W/xwo6nv0R1KvUy5sV/c01XWKtq/srkfP4+0Cu6KOvunwnk6x66uHNA5HTqw7GIecK10/kVQ33owhWmN8+7//qRSneharB8cCvlDsjccV8HvA10KoT4CTtt1BcuOH4tLy8ooK7PiRLwVA0rE32ZNfNRe6nOoelO3cJeP64fbhdWumPAWI3M3SWtp71ZmQsdCJnNVRUVRcXl5RXdW76Qq8rbWp2Ml0V0tN0afiKhRGpAmkEACARycb4/K2nzYV/fv97SiC1PB4tUytrSwtq6isqior/tBIHT5wvmlAH7RCzMfissrKdC0L7PDqfQI2Tsi2rx1PhUWvlgbwovOITyce7efvP9k/JBXVS1saq0tKS4vLUB0Da48pAIBza2x4UKx98pZybfe1je48vB5likDWZW5X9Y9F5Vihyfvqkgk+VY7KFrSZZTQSf9weqautLC8rKSrDUCcOQhAA4HaOPTi+lCsDh0Sul1hYyXkycLcl66HP5ybj0bNpYg1OpE/7R6Z8p0pCbXV5eWnxx3pi7/L9q35haYlJ94mS8amsvPTTj02M8UNXEgEARAx83OD8qSv77ZK2naEGFHXh2HI+z6768VN5VVVVZWV56Sf61LHnTb8P61I/ruzHTxVVVZUV5ZU1tfx9r9dpXhlWPLmOA+/OWP+Y1OAPn47jeMuZUEQAAIBjDo2Y9LGkvKq8+EMVUbpvgRAA/PtDHcNqiz/7PsGLRRGLvfxz8c5/Hd4zod7NcwYF86efz2HhuFMno34sKS/99GMLZ9Lkeb1yQxb2jWEe73mhldjNCqtdZMgEXnv0k2Pc4Tw9BQAAADnU3aiq0tLyyqp0ZZgPTT1CY37AuPdglCDYtr+1NkaSfp2A3FL+qaSsrLIOxTsIJCAkYd0Za/jwqSwttKqqrLiIPn3sdppGO0c2bE+GaIba0tG7/pgvz68bwrDmzI//0/v/Bfy98fURKgAAABhKpVKp1K+RQxaBU3myoJD9RHeoPcxBqznQX9n9ab1EICiVSqWgL04hETiTKxTJtjLXTiTiMJ8cHmjypGsNR9eeBEDyLs5I//zVkDezhP4a/YFAX36zz0RnOu7XyIyKZNufLuLhtVzoDjRPX0Gr1enPnJnKG5lrv/yqSLY05OcfAY64zg06rTb/E+vO790xgMDQ08UZOS+fgrxdOhJJ/e0f4a/HOybUn0HmQ2eGFzdhpYYAACAASURBVBy0Xhy90B3T6d0bYcW//CFP4+O1wYxA0Fs1Rl8085nuIM/FQvAvTJYb3+VPaOyvnfEX8PvAV0qofy/AoeslRjOmMe20i8FgMI31NW0jy79SeQrIsiZgoGvqs9LRDajGDtLY4cvzlj843HpVf3N1fWO2l9ANjc3tnHXLr1NeKmnf7O1oaWzIfePGuurmXqX28edv/T3i6yXU54hfzvST0bWonO6gahvxrMmTryq7kF9vuAoHC2XUfr8oEGoBBXzN+KMQagEF/A5QINQCCviaUSDUAgr4zVAg1AIK+JpRINQCCvjN8JURqv98a5JNIpEpFAqZRCJRhfu2rEdc4kbNIxJIBBx2QPlKLqU0Yp7z2V4igUTtZjJZzG4qiUjqE02MDfAW9YH0yUUyrF/my3cvH0+XB2lUMoVCoVBIBPzA4kkAAiB8NjPWSyOSyBQKhULC40iD0k3r2y4E4dMZKolEIuA6+yYP0tclbXsqPiMjgUwkkHr6lRfBuMs4K5Ytm59CFm83ZMuHljez0jn1O5rd5dlpMYtEIlMoZBKBzOibO8868SYeDhSsTjyJ0IUTbb1ZY8V3vS3qxuFJ9B42q6ebRiFTaIMSydjg+E7GXRrx3y3PiNTHN7d7iqduJ9NEB04AQNy+L+IwqKRMJ+E7aaK108Jx8G+Md0aoUfeFdnVde2o82DRZXVdbMtbTuOoWa51Z553o5cognkAi4LBDs4fuL4r0mzdGcV0ECgGPH9+3hgFIHquGGCQ8idbD4vTQyQQcqVeycQcAdLO9ol47DwNgXhOySTgilcHiMLsppC4yZ2JRc6bbml86ebJWMfOaZFlvDwIAAHI3z6KRSARcJ1uycpkEANgNG/u6I+3WuubE+cJ3PmQ/0qzvHJoO9zdNzrQGew8nVQcXnhQAIBW+0y+vaC9OD5a3b35BjrACfk/4ygjVLMehy2ppEpVKpVJNT7M76tnr5ihA4heLfa0ddKFyWqkQ9pGbO1mzF689Nhmy65enldOj+PLioirKhGp6emVnd5ZRXtSqPAoCACLnS7jyDuXllV5ILPqhYyz9IOVgVyNFsWsL2Rea/qOSyJeqVCqVSjWlUK3tn78eXAqggF5JwBBY09MqpaK/u72ZzNc/ApDUMkurG8hDiozk6fnVQ0cseKpo+r/+259J8mzMSWib+qFj7OD+dR9G2K7q7RUIuF01mGbKkEKlUk0rxUJqR7PgKARA1LYxTmkhcWVT08opHr2tlTahcb+WACrsutiZU0wpuPV/KarF98tVqtm1PbWw/WNZj8YNAIjfLo01opga6/ksHl1WT890u5LV3tC3d+dz7o+U/TuKm+4L1fSUfHbnxPbF6m8F/Pp4Z4TqvZobxpGHlRMDNOmBcRaPrmjoSauTcorVjuJu3ScAFD6e5bRgu0XKaaVinEts6eIuml/POwi5TlV97Z2s4SmlSimhdqBIYwc2v1Wnnp9WiJhN3/2plq2cUqiW987cIGre6UN9IsyavMjDyfaSSjE5hP3hnyuoE7Ip1dKuybA+TEW3Tj1lWvBvEL7vFJscCfhqjtlG6parppWK0V4sBjuqeUxeSKi9Y7LhbuKQ/OiFP5tTLx0kMUfEI3006VESAAAeV0db6+rHT/wQAInHLUE7ljev7G9jrBc2Bt4Zvg5Cjd9vjVIZE6du5xyZxpGdZH/3qlpKOGqb22UYqadO3WaMefJBzajuHFw0v+0t59vsZdKGDrIsE13vqSjrXfUGw5rR2vbRMxgEtQI2nraWo4e9nlqyYN9q3iCXcQ9eyI2a5wZoDIU+f3EGRcwzhNKuyfsM20Z0IxTK4JIdgKP+GqrM9CIizm9S9jd/V9s6wleY/AAAEN5nV5HFOmseoSZsu3wqdVjjBSC0zxkQKNXz/OaeyZyouHG4pkJ8E3MezrIwfbnk9YHjiZZi+uzZaxnhMzALm2n8TUtWjlXY9gGjvIF9FzJ6HXPeC4BVgaNyp3JpM9zKlpI+9e3tjgRbN3H/QtijZphK5e/afpVSKgX8LN4ZoYYsphWBeEW3uyRfvbyZwedXm3HJMSV9uw9uq2aonjZjyfjvxh1L1ErciPr2NXX2HwpJjWhxlgXPhuobOaqzzGbT2RS2ip8btY4dhYJP6uhfUO9nI4GdS/iyfm1Gx4JaAQtLmH2KEg7sMCqoU2fOoHOm9b86VzNRrnGNiNiCm7Xdbk4vbhysyiWruiuzUcyQatxZh2Pf2f6SRLm6q56XL98jACRORUy+crCTvmr2JADiv1UPjy0f6xdGJo5/neQeBfxmeM+ECkOxwNU0HVVZ20ToU+jO7wLxexWZTBvd8SQSiUQi4VDTq1CCfcvNxnBNhypvmxc2jneROIrrV7MeAQCAdYlJI/Vu5GK4k/51Zk2HYGqCSOSbQggAXs04q6Nr+j79oKBptKmWrjx2W9TEku5lmy+RQTIFwQAK2a9P5oVsXF1JOXZcYwmkYCR0Pt1ZTt/L8+mPBwMefxzE9f21xNHNy0hWQjIFA+AzSPoolPltg7h/WHgcBCCeJlQbhEDJkHmWga6qweC5cu2Z2ZMAfp2wd0SgvznlNxDHMqJijwZxW1XXmtmxJ2I0cffy9qEDS5TabrnB9xajJo9G0KShpfPc9tPDuYxSgx+fmqD0TFkSAACzHE+iC/a86SbbV6lVKKHOYd0Xt1XxjIn8zkBA3GM+08q5eExNFZoxaw7Fvxy1W8DfiHdGqHAyGQ0Eo4l4JBRO3EziSD0TmrQ6xSzL5Eq0RGe7Whms7ZrPy6+QOhztIPXPvXZ0kbLtT6A/1g2sXMYSiSSUCDocj95ICgAAIK9O3FoxpE+HBSPOVeHQ8MzZ+ebwqGT+LgoAAHGzClvC3vKl5Xo0nxNqOUVx6krEz4bqKjB9S/ZEIpFMxgKeB7s3noiGo7F4NBSMJhJR3/35vSeXuBuOxyPBcDQei4TCKQBiR0PkoYVjy4Gwc3zHGkNgKOoPRJOJiN9fmHW+N7xjQo0apG0txLGlPc2h6cqVHnr3Cyz0X/70bUllZWVlRXnxD6TJs0AsYVnmlI1o8+22fbWbNSQ8evPJLwkVAORa3Pbjj9/RV9LrTL9JTv7+n7/5VFlZWVlZWvRNc/+qOZSEXYvtP3z//cf080s+VrRxVacZpQjazg73NVsKRhuat3rvOJrGtk/dwTAACJSIBPzBSCwBIwgSNfAwZd9886G8srKysrykvK5tcDsM/CYppwO/7Ek9bEwI5Mu3CGLsraZIDfbIpQrXgh9Z2NVojZeZIsvQ+fTg4OicM3IjwJSmRVWUlZRXVvZv+OMR25q4p0Vpzn/bMzGqZ1Ljekt7PyNUAPm2uz/+RwlafJSeQd/P9TT+5U/fllZWVlZWVJT8SJo8DyYhn4Ff8advPlRUpl/lYw1Voc0UMYs7L41aze7CCL6lfdJUMBt/R7wzQn2GWxWt4S//9n1pZWVlRXl5yQeq8joSjVwvsCr5+vzrrEtk5sgb1WaQuO9md6Kn5aei4pKi+v6Vy6zSPydU+84Yh8Tb8fsvxM3do2vXUfA5ofJZWMLcU03xwA6jjCw7csAAJPx3ehm9tLLs08dyLFt5+ddEikb0YzimYPsy4NnoLmevPfxP1xUq4HeAd0yoSDzoutdLyPUVNU2UsbXbB18sdaciEwm9i9cul8vlcj24IxAAIHa/PlAzqM2/90SCJ3Nkb5en+JxQQeJa0fKRuu5NW3+PVshsaRMdpR/kfAjGYQAAZJnv/ERWntykf3W63L5wAoETAbdjf3qwq/ZTWRtPfXLvjyQDp1MdFdzDJAAgYlYPN3wq+uGbIjx/zxc7H0Hh+ua0trQI14PbH4WBzyDhtHdOuwBIncz1DQg1J9tDDd0SnS2VCLltRhm1oaIaQx5ZuXnwxpOW2ZHBQdU1Ao4HanH9WVEPbl8cAJCwrcu4nfJ8Qg2v99TQZXrPW9tLnxMqiFvXBhqqeKeZP28URAKxf8n8rNuTrl1BUxl3y5XpI+eDNxRLgVTE83CzMkLGVFc0UGVG20MoXrAgf0e8Y0JFrmVdBDJv9SY3rmAAkPDVSl89L59QYZOwg9ynemXDCUnFY/EEAHDE63A6nXdbg60YztxpAAF5hAoAQFyHsvbv/+37kqqqio9//tfasYN7KF284YlQvZpxVmfX7BOhRvZ7KmnyI0cyEQnBAMDhB5fL6bxY4xE7qJLzXzpLTOiEhPJv/1JUVlFR/PG/vidueQvzy3eMd0yoaaSi4VDo4XiegyONHT265inUHpHu+d4PHLBs9lazVuyZE084pB1E47jKLyRReY1Qb2Y6S7jb/qf9n07Swgv3wtT9PK6Ee/Bi6yl6pWThuwSb96FgKJJIs0cqeCbDltIX7JmchSnnIqMJ0zXril2M1FGlL89QM4RqAwCA+NH0yEhvZ00RXW7M+DCnYuFQyH221IsjjZhOjMJRLv8wDICht4Y8oXlRUTF2u63owYzqvJlN3/j9HKGMLDe+nUr4FUKN2Tb4rfXjF5k/zXI8hSkxPJ+XJxzbgrbaz85QH/b6unC9S2fuUCgcKxwR/d3xngn1StpJ4ciPnjMM5DGvcWvYamdGfSH/Xi8KN7Bw8coBTty2PsnsnDjKnWacjDTQRZuOBHgiVAQA2L49OcgaP/SHQ6Fw5FqJp0nWrHEA7vMJNWFeHcbWsQ6yj4GsM13Ykf1bX/hUVE+fdmYPUUJ6KZtI2Piy53EOYe0oe1ixcxMOh0JB//5QXc+Gs5Cq9/3i3RNqrgEwBCPgWtaOI/J2X0pMBfQiErqJJT/QHOyvSTmtGNyE4Uup5O7nKPgOxmo+rcWv5JjvaGpvWp/cezwqpm3qRXEl6E7V9A26f3FDq9VqtdqD/T3DmdkTR2D484PCpHtnpLGxk7eo0R5qtZuq3o6mLvFhMHrUX9GAG1LuarVarVZzcHBoPHGGvLrx7samyYxfUOpGRS7+P/+XorEj53OxCAzBjm0Bt6d7JwBA8oBR3DG8aX4ZthM0zzNaMeSxxf2Dg/3ZoU50R5/a/uZxMgBJQ39VB3fuJO+S6P3KQH0pL+v9dSVuxZJG959Xv0o4t3mV32AlGm2uN47MznAql8u4gN8C75lQL4RNWKpQ+3IrN+HVjOHRzZypA83B/uoEs6WJIDv2vioiZdGOUxpwY3P7B1rNwf7iCJ4uUV+FAAAA8mj4qA9cPQDx213FcO9artaMc6kN37d87E3eqZq+z6k8SFi1PFojeWx+/0CrOdgQ0JqJ/E1XHICYXtCBoo9uazSag/1t1Sint3f+Jp8V4+7r41t3/PPpI/ygHhmdXMqVsAobRytxsttcuQQQ81gt945ggWLfC74aQk3DuSednFp7ba4KYtaNERSqEVVbRR5bfNUjMA9u/bRcOnuUr8lJ54GIozoJp6fLwcs1lUiieaHFiOdQQMM1NTRimpqampoa6qpxXLHxxWozD8GLORoajcagaqvx/OWLOAAgcbM0xmiub0A3NTU1NaEbUC0E5uZd6H57Tijaz0lKmlcGKEMrN77PmclpUC+oNqwAgOTV7IBUfeZ6ZRkIPRzIe6prGxrqarizx69IyUfqbnlEuqjPL62ecB+t8IfWsotf545YNrX+orIdHDSvsNtbMOh0ZzQ11FbRJjYtX2DuAv4OeM+Eat8SyVRb5teCMSO3a0P1qEZUbRVFuGb50i4p7DSqumvqGprQqNpO0Z4lKw0OXW8IepfuAeK9Ptqc3c1bUj7ujPDnD6yBB73kSeUBACDlNEq7a2obmtCoOsLE3kPWjEDR44mOFjS6EVWLpo+tWF5k0HdrhYxJrfvzHbHU1erGnv5JcVKxsxlmvgu8e2ewjzW88k7zSP8B8ZUR6l8D6PF4a0kunZQrMpiUyWdXtLY/Zix15H5vcUY+OZntDLlMoljZO/cWXHDfOd4xof5VSD2YNhfz1Fk+KZXPrekc7/tEEr7Z391Q7/7ue7+ADP7AhJq0bMp4NCKZRk+DRiFRuaNzF3/M1AOBE+Ugm0qm5nqDTKCNKve+VLa5gPeAPwqhJu7U4sFn6kyk9gkWr973jkjS7rTbbIXkrO8Gf2BCLaCAPwD+KIRaQAG/AxQItYACvmYUCLWAAn4zFAi1gAK+ZhQItYACfjN8ZYT6qFX2NlXV1Dc0NKBQ9SgUY/Y8mj4FTPp0MmJtbX1tVTmeN3v1dggqAJDzSEWrqK5tqK0qp04bnAAkDZLutvrqugY0BoNuRNVWoTr7Zs4BSF4sSsQTex4AruYHcKiqWhQag0E3NtRVo7BsqdqwpeIL8rwHY2dT7Im1SzcCABI/nmhvQtXVVFW09PB333YEBgDAnuv1Cebk6Rc9k8Ous82JkeklCb6uvr6hoaGhob62CifccWSj9e5WuE2N9TVVFa10nuaLXoNh1/ZAfX0dqraqvHNk4TwJwO3KKBFVWYtqRGPQ6Ib62vpmwuheGECuoyVR7/w9AA8aeTe6oqY+fQGqDoXp7J8/MiyNcpduc3IRi3pUNLV5HQcAAOtCTxemurq6Go2jzd6+2ZYC/la8M0INO3SrUsXqwdaScufq5kAkUaxf5dwE45bt0W7laTQFAAAR28YYtqqmvraqnDKxlQno9miF3TKtO5LnZhs4Xx1tq66tb2hoaEDV1Vb1LV+/nkg/A79Wwm0rr6qtR6GbBKYYBMdvVTR0fT2qAY3GoNGN9TWVzb1Lp14A3Oq+4QW9Kwa713rbG+vrUI1oDAbdWF9TgWHP7e6sTEzO7ObiCZDIzcZIj+oiCQBAHs7mGJVpC0ORa60QAEG9fHxJb1gRTmzfJZ47CaduNxWL67trM/I17f2NZqKbID7wZy8JnC0pBDLT46N2dnF1Z21WsbxjLlR0+sfhayFUJJVIJGHkRtHVhu4a3zWloaDVEmdOQggU0k2Q0WT+ltFkNOxM9bU1tgsOXy/hlrLpJmgNOOGqyWgyaqSshib63Omjz3p5YtLvyLtL/7NdrNUbTKdmRwgEL/Z5jUWE6X07FHbenJkMusW+yj9jhtf3DabTa6t5X8hAN8stOdmhXXpRp0BrTSCn4nYUQ3hgMhkNW7PMVgxRcZxE4FQykfzcqzYVsC8Qalq4fP0rs4BUIpGEEABid/uT3aT+yTF6XTV3Lf32xiVuUyd/yRwFwLrci8ZyFw5NRoNuVUbF1DEWrl53fww51vrQmP7pI5PJaFgY78R08NbvQg935yaDUc2r/c+GvsVtg+n4/M6bSjzcKDvK20YV57GEz3Z5pDfuCZu+raNJV3Smo1OzxbzOQ30aPMqJhs8EGCxdbEwA12I3msRdPDAaDYfbQmIDmrflQxAomUikChGqvzLeGaH6rhfHCNQxlZTHkGmNKmwXLS8ONXwqbfyesR1DQMy+OtTV0iM9MJqMhvUJGgZDnr4KAvCw0P49cc7izxtGDjWnq7ZhcCOtE8bZ/ubG3hlz8PWB5t8fx3d18Vc0BqPJtMBpraHKr4JBx+WRybQ5QWyqqOGumYyGY7MrmAT383wCumb0yB1LPJpPjkz7M73Yko+0BZNRf3TtfNSMonFMuTHr4wj7DaKGHzl6OOk6mexuwAqWTUaTUSvnoJuoqlO/e7O7jbe0MtKGlR2FE6lkIpWzBEnjBHVAqOCzKPy5E9MC9i//3//4qU8bTf//4y6P1kJUWyyznMGxST6HOjypd7z2ZgX8Jnj3hJoI+Txeu2GG1UkcPXp0zpNp7KdqM25lyyf2msV5v9Nby9n0ZwIykYhhuAnHURyFX1GqgEnGQNWOZitcuGZI+IGp47RWJC6VHWU8U/bS+02FeJTRPTazuHqVGf2uFUIJeycThx00PqU3AgAAED5gV1GkelvEvYz9tkNly2RcMK8Ok3EKh+92monDCzdvvR5PIJZrWsimV/bgemfn+Lydp/5ORgJej/d6hdPRNLrrB6nQ6UJvp3hTP9FL6F7PEi+yzagk8vfsoSshij59mV0GQ3fzDDyOpX545fWTLg2/8Sf6boZtY/v8bjp7JRPyHtiklvWsODMLBt/l9iQbz1bMiYXazDQ8pePW0BQn6TU5/LAjaKkazX0MAF+IO0icqdMkbGR9xAztZfQ+dK2kNgwdPz7sCyjNrKkTt8fjCxdSKP1aeGeEGrFf7Chmdk4MWwvbt3cqAoWjOM5lJkmZVR2lfYdQxHk8x2zgHYYzapfybDGr8YLtu7h/k1zSvWQL5BPqei+DyNnKOe/HLuVdWKHW/po3P3wlamoi8jWZIR7f59YQ567Tf0WME9wu8lI29Dyq4TH480IaXXVqTyscdL880t6kyKSrBufCFlKv6jirjHDgSNZWwTuBAxczHFTlULbKzeM8ndg/eey5mJFtXZu3ZZN6151mrpc+k9u2Qazq2Q2tcXdBtXt2c7HZXYrrH6JiJPsRBADgOeCzsFS1L3CwurGn312a2TJcFs7Q/nF4x4QKR31Ws2aCXF9Z20If37T5ggnoTkUhdrFnzqxWi8Vi0Uu6ajoVesfN6kAFcT5/W/VUhidzpOev6BTsOZsnVtbQxFs39/cWq8PjDydS6fzZcOBI1lbar01XjYBtaxLe8JLddSQaEsrT6UFT9/O44h71Q1pufr5AAECaUMkSvT0J2RSEhkaSSHtnub+3Oh/90UQKgVMR/6NWOdBVV1LZMaw+uvaEUggSt+xPUAe1LqdOPkResACAxLwuy6aYja0tre4S7l3bgzEY8t0t9KInTx9MYlZzy7jearVarZbLRWYjpm/x0muS1LSJTsNPETCO3VF6V/f2Kxu/SPzxcABd09Y7c2qx3FtsD55gLJmdLLtWSaX0+TsfAgBAgmdr/G7ByYNlfYLH2nAgAAAQ2mNVkSV6WwoAABLOVwlVfpQA0a2+jrom9srpzf29xe7yhGMpGIbiId/ZlozR+KkYw5raPn7wRaHCevVvxjsjVASGoWQKgmEolYLMk1144sDihTUNy8XGKKak3xh0mpQ9NT2beRExKS0PQxVsWu926eWfEWpfN75nNS9vwyW/vk24+2qEavJEyUJVdUp2Tu7u722Ox0A4nsrk9XpebSZ40Nct2LgOXqo6+1bNERgAEL6cG2xFS27SF0CnwtbPCLVs0IjAQfMqpbqGLNy4vr+3WB1uXziRghE4mYQQBEomYSQVjwT8kac5JZLKdggMWZeJZZyV6/N5fqtIkwDAr+GzsMR5F4BSEJS5pqA1/zi8Y0KNGqTtraTRxd0DjeHS+VRt5ps/fVdWXV1VVVlRUda3Zk9BScsKp1zwrDzFz1Sbid6ujHZ9KC4pLaog8TduQsnPCRWx7YxSMZTp8/PdkVosd/o4CACAnhGqVy9mt+FU9pzY8AG7kiTSpouYxp2bvJrqipKiUnTn4IYllH4BxHd/rN072JB1t2GGtzzJmH+XV98wvHtmWOBQu/BzTiRxJqZ3YvsVm5q9gxNHWutClr0RHEvnD5wqqd//83+VVFdXV1eXl3wgy3QPSQQ55JX2r+WfK/mPFEMs0upbW0Ow92SaUVJWVvKxtK1n0uDJHEPnCBUAAEK3C9z6ZoHuTDdFJhBZaw4APiPUbX5z1djpk9gLcTuRNZnZuY4fTbZjqj99Kq1DkaZP/JklecJ9ebi7uz/fj0MxZEZPIQr2b8Y7I9RnuFXRGr759x/KqtOoKvvp+29/7D322/UzbJTsIv/SG2U7c2L19vqXEKprHtc+vmt9yycBtm5w8A0fP5VWlmFGNu+DyVcINbDX30ZkKXfOTpWEH4iztigAIPKcUE/GW0i9M7mEnXDgSNZW0nuQlha/3xAQPpaUlBaVE0bWroOJX0qCtiV8cY/aHfS7d0a6p61xr2GchSXm1cAp4B+Kd0yoAEFSkdtZRmN1fTOBK907uvbFLDMkCp2/74dhGIYzM0skZtnioVi7ecYZ0gu6iJypV3KawTHfo9MaAQAgMAzDiWs5HkWWHLhhkEeoCACQTTvZ8dO3lXUoFKq26M+VA2unMQDAM0INGOVcbNvUU3L6hJ6L6pYdWpNB57UnkX1G4ETJbMMOmHxh65luaoTRiSqrxktMD1EEIAmPjl3xU3ldXT2qpuTbcixn2g4BBEmcL/DwqPJabL9y/eDmIWzXSprpazHgORxnYwmzDjj//UHyTIwiz+Unv7esD5Gw7IPPnRcQKOax3/jhbNtcmwNYbI/8Or3pliFUPwAgYt2il3xfUVdfj6op/qaMzF97RAAI5xNq0qUZbyvnHT+ZCrOMQOdOHcVij+bHMAwAQBAYTrg0ElwDftUac5uPF2VDFHRJacug+sKDIIWZ9q+Ad0yoyJW0k8yU6IKZ8QyHzhTtpQOGoPNoebCVZ8i7NLrJwtCEOw7bDq3s5wgVMrCrO8Sah5c5rgEAce+9yxeCQHr4J6wbjHrUuCl93ppPqOHtEULtxw81dfV1NXUlP7Yuu5IAxK/yCRW+mGgj9E3lVqggejndXs0zxSIBt9MSBgAAGIbhxM00qZE4vuP6ZXNHxLaEL2asuGIADuqUrH7F2tbEQFeBUH83eM+E+oSUbU/AYEnOPM55CoUxrnm+lYuEXdqRKrzImBl1CccytbJzaPm1hL6Jh20ZuZaxlsvzfi5opvFXrQnwRKgpAFL2bXkfd+omfY1vi0nmz1yGAXAs5BFqyn4wga3qWsqqcvxSisXy9m4DCbOoomngKHcac6rqJZD3b2zLPEbv/Gme61HSeTBM6NekOyh1szLaT1Xd5rktBfVCBlm+c2+aprZN3QHg1Y6zsKT5F+5WMGSWo7v6F04y84eIUdDaQhzVP89ln+6qmGWLU4qVuLIGybXC7aYPGdIfOk2o9yEA4rfrA+QRU1pg7EzRO9C35gQgsZ9HqCBs2+gureWfZxvsXmfiGdIDL/AsN7VSF8+y3R84HseiZk7d+kkuRbDpAgX8mnjvhMqWGXJbu7FLZXtJrxaKe80bfVVk5XlGhUKX8o4S0qT+IRVYJ5WwNvP5FLjWuAxy725O2V0qcgVW3wRBFQAAIABJREFUZvS9tuPr0zLJuN6FnB9haKGrpH/XCwGQI1QnAMC3yesVLJ5mDNe5uIG4ZAcgbp7PI1QQ3Otrb6Iqs7Jg8wIDQ1eHop7DaWo1bSnXoVcTHbThhZ/LLp7tEtsSvpixbA8BAGKPZ/M9DXW1WCxtsaA1vxN8HYSaw5WkFYsf2nkpEY5eLQ3i0HiGRCqZ4LGJzfi+xetX+AQAgHiul3jtrVSuWDIpFYuG2aT+mf37CAAAwH79eP23PRoEid7sK/o4G7kVnn+XjKVJdx1R+3zzN8QlZ6ZfYK95ehjbQeVOSCalYj4d18aSa9wJAMDtcm9rJ3FcKpWIJ0Q8Dmt4fNv62XoMjjrXOXj5bXYmHb9TDlG7eJ8tLCN3k7hS4RkAwLM3RG5snbKDl3DrZPTGdtKETDwxPsRqayeKtW+oYMyvnyQ3d9GlUplULBL00dmi2WwxOcdC+7ddKksgEbEss4gzuR3j6MUYk8KQnkcTh7QPHXyNJZWVtSentBDoEqlMKhZxqe3koYUrPwDAo5kg4DoGBBNiiUQyPszu5S68XZu2gL8J75lQzwXoDrJA8+TleyJB/RdtKwIDyG+Q97Q1kzliiWSin45tpQh2HHEAXPPNfynv6BuTTk5OSsUi5bLm+my7v+PjTx3Dk5OTkzKppAff3DW553qDv2IXS33kZtrA2IREKpVM9LKo0kNH+lr37hC5sWXqAQDXHG9sajVLgUj0QlKNGbv2eS9UnLpKftafEYQulpmUFubA2IREKhH3drUTJg8fAQD+u7URbAuFnbYwIxxy3/TObV4kDxSyHG+uHb8aSodYZpq/IcxZM3Nsr1H06X/7vz/i555pc+TucMNkCb7vLMbvFF8ZoXpP1tY3dZZXtcV/NNNNo9PIxNE57ZeLFYZtBxMUCo3RTSX3zh89ZDdjkJjTtCjfdwA45Lg1bB3n2ZjQ+cL8ttERCpjX5FvXeeUpQNi6OUEh0xjdVPLQwnHgaXlpVw9xGHQalcwYUx68GhcKxR9Ny1oHnNsMSjkMm2uL+hfeuVDMqV9SXwQBAFGrbnt57ez1MDvLZj+LQSGT+ibmb76oa3D0QsXspnfTKSSmdCMvt3HoSi3fvAzG4tEH44our82J+71V9fpFKOHan1YbbXlvCUdNKiaN3t1NIXFk+aVmgoeyYRaVSqN1940u3BTOSv9ueM+E6jYuq7eNT7VXkg/HS/Ld+0wdtKTtQEah0GhkklCdHaWhqxXpCJvezWAwGHQqiTu+aLx7OFkZZvYwGAwGg0Gn0aaNX674AJk3FP0kCq27u4c1oX+avUYsuu3l1YsoADat4eTSljMyUMqyL50/fgw/XmgW54z5FajiN+vijCzOlOmpD6MurYSatjDcWYPjuU97ynuxI5/YeXUXFwlcrk5uXgayD08FTpYVCvXzBOTBc34Ddfb+saBVvz2+MkL9a5C0bstHGRQ6g5lGTzeNMSBY/GLOh68J3uM1CYtMy70+o5vB7pPqHgsRK18V3jGh/j2RetTL+tiMbkZPZvwzaGSWeOXI8zUc3Me2FXNmj69QKeq3xx+YUFMPpvU5iXBCIs1ALJIoF/atf5TybcEb3apMKMq9vkQsmZxau/AV5rVfFQqE+iog/+Xa1KRE/DT8RULZqtb8VcRwRiwOL/RKjpgC/u74AxNqAQX8AVAg1AIK+M1QINQCCviaUSDUAgr4zfCVESqSH3+Z/gGC8v6GErFYLBaNJXP7mggCQ/CLiEcEgZKJeCyLn88vC6fisWgsFosnoNzfsVgsnkgmk4l4LBaNZbItwRCEIAAAJJWIx2KxeCKRuyAJQV9sPJLMNOdLWzkIDD2T8PkPn90AwxAEwfldgDzvNDgZjz7vhxcXZH9LJeO5Tkv87H4TkkpkLk3LhaFMl2T6LBaLJzMZqlJQuqnJ3AXJRLp/IRh+8YIInNc2BErEorFYLBb/4+5jvzdCRRAYhuH0PwgCQ3mDKv5Ma1/5ytnjfwSGUsmn25I/kzsIQRAYejlgUxkLEM/YCgRKfj4+YfiZ9YCTafOSl4gXgaFnT8+2HMnG1r40PiBjxRAEgaFUKpnKvx1KplJwWl1fvbOAfzS+MkK1LHH7hxSGnM9b8n61p2n0IJAAAKQ8Fyo26mNJWUnR981sucmdQAAAnt3e5sG1Z9m0/Sdz7IpvP5RWVlZWVpYV/0QQ7tmjbxIElLCtD1PqfywqKSsrK+5edYQSybtpUm15WWlp8aeiopLysk8fauhK/SMAzgUKVbB2Gwa+NU5TdVlJaUnxx4/FZeXFH6rJk+q1mcFh/tzJUyS4eZHRItBHYQSO32sluJ+KSytKPn6H6Zs7CrxOksETFaUezd52ZFsb1PLa+hcu3vL3S5gUwqnJASp2bOE052oYs2xJaHjlLQAAQLErdT+u4sOnsrKSD2SJzhGDAYB8pmlam/gsv0ug23lu+6fvPpZXVlaUl1VUVfavWN/uMyQZOxJjMVWfPn36VIlqGT9JQOH77UH0p+Ky8pKiok/FZeVlJaUtY/rHOICMghbGwl0i5jkSdpSVlpWVfvpU9Km0oqy4CD24rV8eIQwvXrqzLxi+WRXRKXNWAODko1bGbvyhqKSirOQDYerM9cf0tnpnhBq0bCsHR5XqBTl/+fh6T4Av/u5jWWVlRXlZeUUpZ+EmBAMAorfrEzTSjAUAOOXRyjnoH4pKKsqKf+qSn7ogAJK3c11lpcWl5RWVleXFH0rbWAunbw9GkLQeSNldIlPObRdJRo6nCa01RZ9KSsuq6ilT93Eo5tSMNJeUlJWVFBUVFZeWl5WUtIzuGxYHOkfXrQEAABy2qXnNxWVlJUU/NFJG9v9/9t7rq7ElTfv8z+ZiZvWab2bNmunv666uruqqrmMyz0mD90YSclh5g4QVTgIkJEB4EFYOgRDCG3lvt7y3MRcyQCZZebq7qrrIw3MH0t7aO3ZE/GJHxPu89mQWABC/5HTWdk+fB4rtNWGTC6ikbaPvakPIXVhZm5/nyyxPLyfpP1sfHl0+lK+PDrBniehu7kkhgiavXSZ1DC3Il4dGV5UKIWNU8nl83Kv+m/WtADXhdzqheMa01N1HnDoqh5im9MvIn6jSSDaXsG3RMejxfSsEQV7jwQSmsX3y1JMFof2en/Erhseb+zzyMRICK7iHCrpa6GsmcNTQ8y+qPskoqpOwcOmEIAi6FuKr2kdUUDQW9EGQ/mCM0AqbuYK8Xl8wlsplNKu8/o7aEbUzmk2E/T7Iql7sb6oeVkKQ1xeMxq95mD7q3Gl5NBC7m+94P6DKJlyXvN7artVbPwRBbtU8pgU5LrFkU1G3wxV6QonAxTz2X/63PyDZh85C8GpASqroE1w6HwM1n/A5nd5YFoDMLbt/fGF5mtJM4qlKwaMgbhCNtDdM6wHImOVDnVjG2rnXC0HQ+VxnUztd7MvkgurZ9orhsydAveHAO0kzMhsEQRDktu+NtLayxL7ne7GchodqoPDObBDkdRlEQ7B6/Ko9mQj7vRB0OtWB7hnZNUMQ5I+kcrn48TCJQMAumrP5VDQAQdD1EqELiV/WQZDXH054D4gVfYIrV+kGI/fLg7C2BRdIXsz1YVGTx1YfBEH6LXpdM01sDmdifofT98ti6L8RvTCgBvW7s0Ta7KaQzVxUX6/39uDG9i0QBEGQ1y0bh7cM7njzIKHfGG5v5jtA8mqBgEWOHVl8EAQZdph1zVSxJRC5X4D/TNmxuyEIgiCbnEcn9PA1zxgjAQBAPubQLqLr+qb5p4XuLB88YqMqUVPHGo8XghwmIbm6sW/OEEtG/BAEnXGxWGz/pgGCIH8k6RD1vieuW8J5EFKwuuAD63oIgry240V8c0P/njkDcqeM2u//5X/B+bpC/E3cuM1CtC1qvScCzvAkd25ycnxblwi6oVA8XWKuV8nvxc/sb3GI49Jr8UBHc9+8Pg9AWEZv6ptR6LU7xG6OWMzB4DZtz9/Sq/779NKBmvObbq6u1buzpC4C59rr2iSQGPzLRzbw2z2Vg0exkPNqhdw2c/+QEuluGtk1vHEXixyRq8jrRv9joB5O0Huoe+V4sjy0T0azxLrAM0TNm5d60GhG2Q3JsNjL3NYWyiVyNT+E7V4vxVxHpCP0me3F4X7eSbF1pW0HU6hWnrH4BZ2gi8CYP3sA6r0QWz16ng6b9sdbPtKPi8OE1CmXNb10HbIpGF3dgyuHF9c3WlvhM+iEN0qGU2gL41P7+iQAICin1RIXr105AADI+Yw3l9fqnRliF25cFQRZp4jM4u4p9yfbaIu3D3HkLikb1SZw5CNq3ji9f7ccb5p37xNr8BsGt+dyHl07dvEEqLczSMLoZrnXyvuvBV1ogS7xHFIjJ/QKGHNXVyjPjEc+1TN5Wrw7y3IfqX/urLjVOmtdJvTNykWjJIGhGMPqkQzR8IPSYqUJyak1xMWbsnFbRLM2ikIue4FfwuiFdS1Yi7/v3CAPbqidHpUAjSYL5JeX1xqr/wtd7LelFwbUhNt8tnNwZrhXy9R2y0ovcWDxqjwAimiFXSi+IRo0bI+jEIse4D8c6mvHCkwls+ktMnP11O69XemsmyybSNv3GJ1I6tHzWULz0J14hk5hb23ypg6CeQAyxoUubP+cunzDSe+pgI7b1BdPtkWhUKaUxUbq3SNUUbftvoBjn1o/pn54xzUv4XvI06pY5prVTJrmDMDGFzS+PABJ8+4ECr5oiRtv1ArV+eWp+vzeblyjT21eOooj2nTYe7m5fWY1qkQSD8hoV7EImEDl16+Te0ZXrWEA9BvrartDvbZx/6uowC9LLxioWZ9RdbjFpmAQaDxr7TqezwNgXiN1I3om944KUkiFjOb3Ayqf626dXseQPgoxzV/PoclTOybzCa32GaB2k7cfGfhZ5hEottjyXEBN3iKf7W3HDC3uSGWHRyd3j/zcn2abCchHBniHlhwkJVDXrgJpAEDctDuBbJnVFs+kfQaoVcMn6WzCq57qQvQM8vflh3L5qREqebTkA0oerROF7mVwD86unBGfaobZRzvUGbemWJNKRwakFLRaovDGlQ6YTuVbbDIGjiaMbdwk8nkAgGNvaJi9oHfejzcjiZwVWbHQxMKB3lbEkjejXxoi9QofW5CH9+m1Qzt688kitu5zoOKHH6zAQdJ/NNLQtW55dp41phbQsEgSd08qkynU15ZHaUMMi70EGreYAjNtWMIz9x2h6NUCeuCwgFzH/gClj3lQ5H9Q9gxQEYt2AKDzZRKsg87bkMrkiuPrkjVOPhXWbzDR7Whc/+SS8lLn+9b9ZF4YUJ9IJ+giMAQPLSITU481dosMHt32BBomsALgv1wlwzqoM+tSmVxxdFVILRi7FSDedXEkcsXR0aF8dRyH7B7Ztz07W5IN3uxO0OZtSb+SP0Vft+eBW4TtGRBe+Z/7NgDAvE4ikSYUxeLw7BGqabsml102UkXcemwXY9ggkQf4WsfdeCt5/tx2sYsbFBpyIG3dn0C1cXWfnPXPrYZGL/nDVFRDE1Eg137pql7196IXDNTE9SoRR51cFu3syc7NBVZaNvsRb/5U0YYsqAPWUPHjj4xTv/NGNNAiuH98uGmtmz4t0ht/CVAhUQ+GIzHFwReUuBEM9za1tCOaWilzJ9ZIgSJPgBqQDyM6kAP87Z0J1B9hPG0kD0DqKVA1c50ExuJ5mfqxeyG2gikv5gaN3W4Ot7S1tzU1Ysg8hSVQGJ36748PdnfW54ZI5CGF1Xc2y+zEbYdA8nppenrpPBJVDzWQlm9cUe0GCUedWtne2ZNdFPkVPpoZGecfhZK3rJbqd5UNiGKhwep+/lCLXIFS9/PTg/2Sx8bAOdVE3dC21qT8BUANXXERnavmLy9c2vaofaiWljZEG3Zy3xgofvExUHM6PqIGO7C8sjpLbv+JJIkDAIDzCVADEnI1SXjneQDq6ggSxi++TuTMm1OExpY2eGMzfupA5y/AM2U+2RPtiQQsAnlAcP2tb199wUDNfwbUhIbf0bVp8OhEE2gYr/iU85ZtDrGxpQ3e2ISbPDD4E3HdYtuf3tW0IzqQSHhbM2FyVfsFt5Z82LBCqqijr+6sseDtWNK2B0RkeObs3v3zxqTPA9XgsMlHa6fV4IklP4PB4t5Z78aaiYJzZxrYhOQxuc1rO2CjPwfqn5dbTqn818ZROfTr3Vr3YvSCgQoAAACSTeKw3ThSP0u4feyI2NbwJAb/8qEXd2z3VA0pgx6dnI3tVzyaIoke9KNIM4cer5Ja/TWgJk+pTd1zJ65nZljijkuNwfpo2XO8vZp1VHhNfQzU4MEkuaOhpaevt6ePAKtoXTJGAchYngDVtNSLY86qy005bd7oapq4DIe85tsTR/nHQ/IhRM/4rt1lFG8KRmj4nq7efsFZHICifzduww0AcBxODo5uS1f6WxlL1wUXM690AofpxpMZrKUdpcev5bLGpg7cAJwx60ifTvm2L7ozdhF7ZHDJ8OhujbPw1qlji129gPkqUC0ryFqq3Pvce4Ffp9C44qUSj99vEtvgK8WtGY+AmjHNdMJRSFRPX29nBxbVjlNEwadAjSuZNX0L557yArBxj4PtXIMyPo1Wqy1TIGeZQ9cO7BoDRvWKgDNI6kZ198/JfhVLUN8SUHPuLXQtReHy6bcn0IgFW9av02o05bncvI2PrRvY1Tqu1rrqxi+//gO5oGkfX12LxfX29vUiq5tJkyI/sPN6KPzHdSMfMaokd8WVj2eAumNxu67nOvC7j/z/Uip2Xx9zwxm6ZTUS+GeOPAAeJZs2IpBtTXfC5v5jQM3fc1Hk0fXbX4vlzEvWSwdqUcHbDc7sljHo2CAQqdPKh01JhrXOCqYinop5z6bqkSNiY+H/0NkU/CN++cqfj8uIlfT9J357PtlYP44hK1XfvIGHru9dugk/t2IRuWbhYbjZ8jJPeLOzalReyAxVBKoDAODdmxzj7hWzoAHXBhYt1ORB2rb/CKggcc3tbemcKmVhyd0v9rbTJdFE6FZErkTMWEps0s31UlibZsvNApsrtT++cqgA1AI/Xcfzgz113/+ud0X7BGuBm3UOd1uj3h+fGFrXp0D6hFFHmFPbHpi0M45snbOAnOdQSGogrNwXeo+sdqGvrmH6NhLzXwjQ9Rz9k4K44yCIE3vm0p9eCbGxefz8+XG+W9TRjBSoSh8Gz6cQzQvGwh9FoEYByGq45NF9U/ExBI5mOoiyKACu/cFHQAX+7b462ORxaULXujGA7p0zgLR1YaCjY1Be+o2MhNgwJNK6rg8mOGuab32a97FeNFD5naSR1VL7AKFjenP9sDqSjxtFY0jEsjfjWBvugDNLC+ogKyM1Dm3d2q/WumpHTr4aK5UN63YHyIJSpbWJRljDO56seQ7X2jpWrp6GbVJzHXK3uHLzGVCrKFv2UDJpmG/uoG/cFmpW1CDsqsROyTwAqAfrCXNqWxYAkA2ecTCNtc1N7XNP287XlL2dQeKHVq+/OEP2qr8bfSNALUknQHf2Pco2k9Itwr4n7gfSACTNhzwKCgUnUsgENAbdPbp+6csAAO1iv39Xi+yl0mg0KpkwwN5QX6unu3/4fW1PwU2bhEBi+7evfF/YAJB1nQsHUdjuLgKZSqVScIyR7TsomQcAAP/pNLkNvugCwL7KnlncMZdOkXFswJsYKrvPuD3aXDVxV75a18XcELq7u4tIplIpnR3dzN07PwAg4b9aZ2KRcBKZRiXhcUTy1N6F/bnW5VWMEWHo5dJu+sAxq/l//u8VnHvo8yUai2iIQWddZwCIy4k/YznK8mpnTL8x2FQ9qQEApFyqBSYG04klkClkOBIzsHTqzAIQVE9V/uYdvGBBTibgxlfOdScL2MafPsKINBqNSqWQ2zoJcxfuL60MRXT7I33tfUQiiUwmk0mkCf5pyQFdx0NicVPHcZC5ZFHmTgyRYlLbuPFwsqWDb026d2m9KFJ5FxgI6MRMfDuBSCSTSXgcGkubO3NlAQDQvWiyC9OJJZBpVAq5j8pcObdHf4WBey8aqILOpjc/tRFoNBqVSqW0YXAzp/YcAHHNCrOpbtoIQEC7O9mNwWJKT5mxcmULB6/m2t72KxJfAWrar9+gknfK65Jp0zyTQJw6i0Y0O8N9sF4cgUgmEwnNDYhphaXUdo1L3d3dQ9LiW7FrC/tj77IxCEDec74yhEHBKFQyoasLi2YKlPYkAHE56d1D48pCx8Tv/vn3NVPax9eRMh/wNo70X57QzV6NN2GoCxefzVvHnefStY1vftXiJekbA2rEcnl1o/eW4ZcLW88Pb12pIiwihkP+nIDP4+5e2IodeNJ1dbizPD8/v7CwIOBzl0THWlfEfrmzLFxYWFhYWBDM8RXG6HO/9SDoTrHO5fHnBfML+/qHWp/yG+/Ozq1JAHx6k8X28BacBwGd7MToj4edevXJU/tQ6E5aPJdQZnyAZi5mkgrm+POCOe7Skf5L6TKSkP72/NL2cFjIcCJTGYLPxIkErTrNvSUCAMh4b4+ujL5Y6ZzZiEOrPjGUBugxg2p7lscX8OePLYXz5NMBg2J7XSiYX1hYWODzZjcOdQ6P6/5ofWFhfmFhfl4wL1y7/sr+iZRBuiWcm+PzBasi1aN12rD54urG4MuCrP1S5wo/IDAZtt7ILj2ppPv+5vLW+fiW4gbpunCOz5+bX929hh6f62yLy+PPCwR80e2v1aP4BQMVRG23RxuLpUq1sHxRnHdNh20atcpYqKIR67mo+JQ3b/xZAEAuYFIr7qGv2DkAAOKWS0P4YeUz69NcXpybIgCAnPNoZ4U3x+fPL22fOh8dErVdXV1pPcXeI+G8UlzbIsW/0nbVgkDA53G3jkvpX9Le2+PHjSsf0J3IHxoXAACAjOts7/jGEfpy2HbQoL68t35eg1M26RaLMq157qBX/bfoGwPqX1E5z9F4HxYOg3cUhWhr7hiYV7h+hW89v1Rp380aCQ4vF1lHB7y9tZt3aPrKCOVVfzm9ZKD+5ZR3Hy8OIZvbylURDoNj+yZPX0bf8yXl3FaddOfotTX9/egVqL9U+bj7Tn1ydHR0XJJCfnxlcMVegfpF5RJ+8/njIjs+UhyqdK5nl6Nf9VfRK1ABAADE3YbrY7miXBWPjo5OTm9df8ZA6QUon0zFQq+JxP+e9ArUV73qW9YrUF/1qr+ZXoH6qld9y3oF6qte9TfTNwbUbCLic1jMJpPJZDIZTZZAcTokn0lEAv5oYaYxlww6DAajyWgye4vRkJmYz+2wFA8zWFy++J+dyM2kYiEo9HTeMuVzWg1Go9FkdhTMYtMxr9VoNJqtdrvDbjUbjUarJxKPhvzheCnZTTbiNhuNRoPB5g0V/5VPhX2e4INjXz6biAR8kefmSLMRyO0OlYPTctGgyxP60vxPLhH0haIhr9NuLt6lwRko3WU2EYKCsWIam7TfajIajQajDSpMzebT0aDXbi4eZzLbfMk/P82diXj9ZWvSgtJht9FgNBmNJnvBXiEX8djMRqPJYnM47RaT0WCyewORWCQcCidz5dKxmQxGo8niiBT/lUtF/L5g5CFUKJcM+YKx9K90w9Ev0QsDai6TiIbC0XgsGo6l0skIZLeUKp7JWnQzAbl0/FFzjgeKzdkCFRpDPh31ue2l5my0uAOJL1TYXDLscXv8sVKFSkX9HncwngEgFfK5rCZTqUsw2VxQOBbxWAxGo8XmcNhtFpPJaLJB0UQ06AsnHjZAZZORUDAUL9bIXMzrMBuMRpPZVrLdzmcSIbfdWmqGRndpASQTDwWjiUQ0GIp/aoeST0VDkVg8GgrFEpl0POBxPNyds9BZZeLhclmZjEaT1VHsUjLxoM//qF/IpyL+YCSZySTDhZ8LftJWX/Vf0DcGVKtoAPHD79/WNDY2NNTX1b/rnZJbY3kAkpb9SUw7Tw9AKmwSc0itP1XWNNRWftc+fHAXy+azphXED2/fVdc2NDbWV3+oaOvmSj1ftlBPOY+netpGZOVOJh20SWfQiIaKqpra2voq+JDSFU34zmewtbV11e++/+5PP3yoq6uuQk0eqdfprYw1LQQASEF3S/S2yrq6msp3TRjiktoVywGQvBhr/766V2RLFSp50i6bRrdM3z1zGeGjsfafkdPGUB4AkLafD6DqaQfPmxWkQncLONyscKj2D28rGhoaGxtrK39q6R0W64JpAIBfQqmlrOl9ORCznc31fWyoq6upfFOHJC/eRTIgq+F1N/7wp3d1jY0N9XW19VXYCWXgz7TBpHK8GTNxDJV6hUzQrJglw36qqm2sq/65EjW5r4lkIseTve111dUf3/7x9z9W1NdUNPVyNnfWWUzymDwAAEj5rpbp7c01lVXVDU019MVbdwwAEDoXdLz5qXNTXxpGBOX0OrLw1v2il8L+qnphQA0ad3lUJm9TOD20cnZ3MIj44Q8/1TQ2NtTX1Td8wE0rHXEAQFy/NYZGCEwAJEOG3XFCy0+VNQ11lT/AWIe6eC6f0i22f/fmfU19oTl/bMMJFNBzI82MV8n68XcfMIuF5pVzKdktv3nD2DPncmpmXcWbnysbGhsbG+trqxq6mHzZpWKio6q6rurtv//p+58q6urr6rt5p6dCXMOgxFPeGOQ5nGT0Una8AIBMUCsaRbVWV1TVNjRUELin1kgWgJh+m/Hhtz8UTl1b9RZGmlXZYjkAbCJy78yBeKaXtG785ELj6mkqe1nEY9DnxYarje53P/9cVdvQ2Fhf87GitZMjDaSBdY3a/sMffq5tbGxsbKirq6/5iFsy+DP5tGWP9P77Jq661FknzyfaSTOHFqNiCDe9L57tI6xpX4n6l9I3AtSMT6s+0/gTlpU+PJlTNnbQr/Q24/n6VD5t2x/vaJmzgfgZtxfZwSmYJ8RuuM2VaOGVJ2pcw3wcOCpuf09rd1mEjlH1F+KosxHbPR/ZQuex9wshGlnP3gjsY9fCvTcPAMjGj9htVS2006JOnjFPAAAgAElEQVSXvk1EJ/YNS4pRJH4xsZKwrPdnQUBCRaPYhwEAAEibD0fbP/bMX8QAuBprq/z+n+uZKns2DwBI2iRTiMZpXT7u0V6cajxPyAEpadXVZIkL5JP3SwR457r9yZWmbDcnV6ZAOg/immU0nne4OYZsmi4ZMMauV4jYrtlTfwZEJIRK0poRCnlFfT+1LRsBAAAEbjjdjYiRk3hOz2nvY4nuCxBLR05G69r5N1+ybcmFxUODIyTYxG0sCwAAKZdqsqkWO6sqdMnek+n2yupJuSWZBwBkINUsopp1UWzP1i0qETcsC4OcZ2ME2cU6dMQLvzjWXI9ha9MgdLGI++4f/h02vqsv1L2AlFxFWLxxJfxG1ekd9NwF/cr10oBqkPCpA/zdNe7I8vndRh+hn19ySspqFruaiYuWDEgYNkcR7QsuEFNNdaKwc7oUAABELjkNFZ1r996QZgldOVwydkjdrQ/iMROXz1TYlPuI/eGfGntnV905AIDvWNT/4R8apnb16YySWklY0nifA42Wj8X1l/ybMpaNzg/U/UdAlbGonYRtP8gHxRwshrGtCwEAQOqGi6iDDZ0lQeR2aQjZsVBK2hY8mcZgSJu6aCYgJvdy5QpeH1lkCjlNN9e2cghe8oxNm9nY5zPpi3LN2VpvNVNajIXLGMQTBMT4fcS+3IVjLJQzV+YsIkp167QhHbFIBn/6P//YSFk4K+SoTKpHm3FTMpP9ZBA3K1fw+vAb5leg/qX00oGaMio2V9ZWuKMk8sD8vc+1SSTSZk4evMqgPVzb2LnXbxGzUW0COwipOeTGppGzYv+QPOfz989dPs16V/XYVekox/4AGk6SP5+eIue93WORBoUSEXdY6MwAkNLOYDsHhA95TPMJi4Q7vGcosM++w6AQRmXFk/kl5GryusETsIv66qduHvAYkI4Q+gb3Asn7yTYqXzjbzRo7MicByDmkbGTrnDkHnS0Od5JGFtYXhaLTsq2DbruvHjN9c3c2gUPO35buO6A/2lgUrs4N4LHjW7poFrh2yRjBsXaPg2l5HLVm5FPpE2u6VFxJraFsGKGQVYR5g5i+Kob7+a8PVvnHUEo3DSNNy0t2EYnL4YYPLNWXhhsWQS9JcCxhk0dP3TmQT9yJhlGIWcOj/OW67XGhWBPMAQByvlMesrbsEmcV0cmEsZNU1shB0ASKsjcUCF4Luxv6z8K+Uy6L3j02tsZirZ+H8wCEpNRa0sqtO6rZIOMo44KV5bXdE/2XjFh/jXphQE353VqlWuuwaC7uvZblHgJz/rxc1VJOUW/bxE3Qr98eR8EX3SCoHCc0tY1fFR94/HR2Tnzt8t4sP842Y96ioTroyme6maTziA/7I3JkfkQcBCCqOdlh1P2AmxJp0pkTejVt2/nsAopuvovIXCheVcay2V05ePxA68TZzEAP+SCWsy/20Ke2NOXZ26RFhKsjyn3+u5VRDFpoLR+RvRnv6p+XWVKuo8N7CNIqlNaITSmanpS6yt/xqFX3Vqf2VKWHXLcbvTWjZ6UG5ZaNYmDUM69ztZs0uvlgwZQ8n6x7P3SVDOh3OKT2kZmdCeqcxJcDIKUeayWwpcak90RxD0GaQ5kp9fWQ3Vf9Mr1goKatqqV57sQIk86cECoKU52GZdwT68Fc6na6Dbt67zaKOehWrgGAmOVoltpLYI5NTc/Mzm7eRQAAIK0TIt62ECaneTze7PQACYMgzaqe9/nJhG53RinLXpC4WZ4m87QZ4N3tIgwJLr9kZGDb7ifjR6SlN1QJuYayoXG4j1iVFNFjx0O7eIA+MHVj17HbibMql/lskDF1HgNZ1yEH2cQu9A4ph3p5mEQeGp+cYu+orNE8AMC+jqpt7uroZWuSAIBsQCvfmpoYGxskkcc27woOEPnIAb2Zd+Y0SrjoZs6jFAHRw2HCAOfQ61f115LX9P4sgA7nmGQ8bYQ7O80R7F84AQAge81BwVsxNA6Px+POsukweM/Cue/5ZcuMfgE/vG+PAdduN27bDZKuQy6peebyCw02A6m4yIdMcFYRnUyYPM2EJV244ZWbhxFNynctIDYKr6GzWWYvXWF3SmdHJ+SGBEgrqNXExZuCM0TgRDBEYw4PsyaEm3Lza3QeAODFAfWJdPynXr7p2CW7tWuzmG2GbwEgapRNk3sJA2NTnBkud0sbBwCAxJ0A9qaVxJnl8Xiz0ww8Cknlq73PnD9pl/N6q/oEsnneRSShlouX6V1Yxvj6fTqrole3oOksLo/H485Ocxe3lOaSveWTrFBZ22bnu+be0SleUaM99W2YwaN0QkkjMaZPHjxLsjHLKqV29tRzs8LCoBYfpRX3beM7R5Yvnx/Af6aMaQX1UwtunMPj8WZnBslYBGHmNJCzruJRjTASm8fjzQtX11ZYhF6qUB3KRfUbLCx2y+C7WJ5grF9EAbgaa8FPSfS/qqzAfzO9YKAm9eJJFmtienp6dnHvsjDbZ1j6BKgZ7Rwcu3rvNh5w0K0zJZaEz0QcIoVKx6E6SbxjcyhuXO34saaDTGMwmXQqZXLlqUXuI+WjpqXuH992MMeGe2sqWjqFFpBU9Q9wNi59zx/wBaC6lOM17JPsIyq5pEOMoalrm47dhp89tuRAaJfBWL62OQ5n0M2c4nDbf7/Pn5jkzowN9s+L9eEcAAC4xZT337evF0azGe/FJo8+ND7LnZhckFsKb82h07HO4SMnZJXPoJoeAzWhZJGGpuUev6q/lrSsLc6YJjTbzH46ldzXjSVwpIZYTs/DtNY0YmlMJqO/f2B06vixdcwT5XQC5Md6OJkxwkDV/BG5Ecp6TtfHeng3/wGgTpxmQgedw3NSw8OwP+W/W6Q0Ll5DZ7PMLrwoCHLGDQ6Lr/D6T4friQtFoMZut+c4s9wp1sAEd0PzunkcAPCigfqZOX46ccuFdW3qi9lmShbzAdUmm0im9vehOsmCU1s4qhXCfqhFUfsLzZm9rnA+P/xL2qWz3a2DC2rx0vbR+bFcPD87RaCNrN1nsqf9NfXNGDyDyWQy+qkM1tyeplgdnwI1Z9vC/lwLw5EZzILwbe8a0EPH6dgRZZS9dvMwrMvF7Bv02tlTz83yJ0ANHZC7RpcvfiFQ06ZV1NtaBJHKYDL7qZSJJbE1AwDQCwmIqhoUlclkIn/+H//wP+smzwrrWtr1URR83gnyLsUSa0JkC9xz4a9A/WvpBQMVAABA7GqdPTYxMTpAHeZsGALOT8zx87Y1eAPjyOWziNkomMCa8ZyrFJKyqS4Ib5NqaWtXtltRT83YL0hPkQ0Zd/qa0KMz7Ck2e7gbSx0R2IBvBYefXNc8bMTNes82eKUJy8+AWk1Z17t9lrUu1PIjMMWUk8Te/k1vTDPZgp9WWLIARLUrA9TRrXUOtp1vzgVutmZItMHJqaGhmT3dQ5nlInfLnTUT57mHPiPjuthkDw1Pjg/QKPMSY+h2pZW66UlEXYcc5GOgpjTsvt7+pftETEmrpaxrXUGTYl71MM9k3xnsIYzdQhZeB2la/nR99lmlDTO4PhJtcIo9NckaJ8FR+/6YTszBY+Yf75WyHy3uKI2hLHgeqGMnqdQ9q5u19WiMEtWt4xqIx36feobRhd90AQD8V/yhwZUtHqllYO3OHTPsjzKZw2NjoxNz2+eva6kP+paAmjEJ2xoG1T6/YXsC3bHoyLhOlYpDa3nwG9rAVfeL7uyXa931kzdf/4GkXcrBwnkyw52c0zu8KxbLj9Z6yUNr98UpX8dzU75PgVqY8lU+mvI9nx3oIYtjGROXPLpQXigBIOsSk+u791y+u0/eUOPq/o7eyQPTLzRoSOpXuqpG1J8MUXP3c9jSlG/SLCTBOvp3rHlQBCpCYAQARIzrU0PzK7wBFGNGonsF6l9DLx2oRSXtqt09lTNqW8MR6bzzEtvce311sMnrWD5l259Ats07s34xG9XctVhanYseENuHN24dd1tdVeVNSV9WJqIVURnr7uKf/qMJFmPekPHtMlqriJvW4irq1SKmuq5H5iluStqmk3DDD0AlVZFWDP5M3rONbUeNHhRmoryXM8gP2JnjIAAXw404jsKUBgCAlGGVWPf2Y2UT15SPWE4Ptk/Mn8XP5EJXAlTVsCr1+SA8di/fkl17boRduJXbZDbrkrKRzVxT6WPTFhkGHxW7UyAqJVVRNgwen5nfWIEVl5Z3bAcTVBxbEzTzEDjW9v1Xs0clb2aYnD1dsRiymuVuzJYjZZMP19bhl+8L3V78fhld+X5wTx/LgcKmpI4a1gNQaST8iDwCMjYBA9nKkLpTAACQveV1NMCHLhPAf8Lp78RtFpgful0fRH381/+FXTVACdelaPvI9ho+85leNFD5nYTBpdvSU7VvddXAZzRJkDBssTrgQk8W2mEh2nBrpbFeeKe3hbWjcVyvdtYMfz3bDEjapVPIVoE+bNonfnhPWLyGDEIsfnDtPp05oVVRNsyRZw7Ka/md+Eebkja7PtIOHm1Kko/Ruog7AZDzbI6jG4ibxsJJzCvdjc1kRRSE75aGMZjVUieSvuWhW7oEZ4Ff6h6W1K9gKxiyTwy6c5o5LL68KSnvluDev+tY0wKQ0G+ykHC+EQAAQNQin+6r+u3/18ZRft6TvOovoG8EqCWZ1ylt3/3b+xYEAg6HwWAV2IENrT8HQNK8w4I3TOsASHiu1pjdrVVNrXBYWyuMyhYboXhMK0S+Yxx+DajZsGmD3C95mFB2b4+T8QMyX9p9vTYM72hrbGlta2uvbiZs3EGlDTXWLQq+Z1BcfNvyHeA/4IT3UB6AmF21TENXwGCtTbVtqG7Ovs6fASB5wqztmZIbi9U9pptp/uFP1eO34EvKhS7nEB8Glc8AtaCwiNAyc+zOA+A5Yn38zQ81MDgCgWhrqmrrpG6cu5MAAN8e7gN+SefLgaB2dxhTBYPB2luaWjGE8f17byp3M9HSM7J19zWgps4nhxcVt6FScCt0t4hqGrkIJV03WyO9sMrmNgSstbKyrV94UszHAzJe5TSsYuSsWFiWTTK+d0gSAADEbRfzjFZEe1NTCxxei588NARyAHiPJqnonvXSm338lo/94//bMKt9fSX9ol4yUI1L+Obv/vixBYGAw2AwWGXX8I4hCACIa9eHYc1cIwBx1/kSravQnNtb4fRpmcWfiNwIOj4MHn8dqCm7eKK9btYGvPKhnqYeUQRYePAe5spdJquifHz3trIBhkAgEIj21iYMeVRReNvMa3joXurcaRGo5nXMz+Q9dxmobukoGYPb9AAAkq7r1ZEOZFt9UyscVt09vHfrTQMQ025Q3/7zj/VwBAKBaGuuaO8dlWg/wWncdrw2MSZ+dmklqROi3tEkgU+Aes9F9dIE6tJ15B1i+k9vmmcPtdr1UUQbr5TWOGXdob39f94PKMyPFrWSLvXWFEvsAK/6r+obA2oq5DZdq09VKpVKdXJyorYWrzCXDHmsZm9xY17YfnN8rFSdKJWX9mgOAAASPqvRFXm61y2fz+WyucfKpKIeC5R4SE+Rj3sddosnDgAAEdPd+bFSqTw5vTY/vqNU0Omwu8PF6psJO4wOf6K0TT1iUZ+cKI+PrgyuIsxzUbfZ7o08WCekfBa9yftnUiFmYz6r0R3Nf2mjXspvsxdC1zNRj+7m4vREpVKplMfHt1Z/6apCDqPDnyj8FbOcn56cnCiPVXeWwtajmMdif2w2USqdT5T22z2h2EMMfS4dcmlNvgwAAMRcmkKRn1xZIw8nymeikNXoKW2QTgWdDke5rEBIf3N2fKxUnV17iv1NOuJ12uyPep+kz6K3QJ8Fwr+qrBcMVJAKuoxXheZ8cnKiOi/FkWQTAbe1ZOOQCtiuj4+VqpMT5ZUzDgAA+bjPanRHc19pzrlcNhnyWs1QEmSjXo/TFcmDpM9qdwcSeRBzGe/PVUWdKI/VV/elaprw2RyuUgKZfCpgMzhD6XKdToc9TpsjWKqiMYvm4uhYqTq9cBQHpLlkyKG5PC90UsrjY80zduDZmMeq1TifbfW5hN9mdIWzn4ReP7kqAADIhSz3twZ3JBHw2Ky+B/xmQnaDyRV+bM6S9d+oePTJL4/aX/VL9Y0B9S8o95GA1vihsra+qLqa2mZYv9Tz9SN/Bcr4b5a76+tq60qlU19b9bFtUmr4LGXjq/6b9ZKB+pdT3imbJTd8qCo359rq2mYEQ+r++qG/AuX9kEm2p3512f+v6xWoX1ImFvTarVabvSibzWZ3eCOvIdAAAJDPJkIuu81WLh27zWZ1+CJfn2V71d9Yr0AFAACQjgY8dqvtSXN2eqOvzRkAAEA2l0mmXt3G/gJ6BeqrXvUt6xWor3rV30yvQH3Vq75lvQL1Va/6m+kbA2rSb9eoDuUymUwqlUqlh4ZiP5BN+B0GnauwwpcKmNUHBxKpRCq/gwr5VBIe7aVKIZVKZTKpWKy40EHPbyrPZ8L2m8trjau4XSAf9eivLoxQAoCoXXt5LJNJZTKZTCoRS5XnWofPfXcslkgPj1UqlVIhk0okSo3H7zZrbf5keR9NOuyyGk1QcddAGtKcyQ/EEqnsyFTeURW0Xp0cyaVSmUwmOTi4sAS/PDuTDrv1Z0eHMplMJpNKJbILWzgPAEh6yzcok0kOxCqdMwYAALmIQ3dt9JbzLOdSIZdB4/yyy1AmYNbZ3Nbbc5WidD2nmtJ+i2zIqjG7w4VbiZtODqUSsVh8fGMqPIYEZL1TyUtPR3Z05/3Cqk0u6tRfnd47YsV8Inm/6fJa40yAbAwynR8rZLLS/UmUOo/Pdn92JJXIFMpT9YlCKjmQqe4tTq/DZrEHy6WcT/pMd9ZysUcsZxKJVHJwoNa7S8k+QlbNReEJSiXiQ9WV95uYv35hQM0k/G6Lze3zumzeSCxo16gO5dJCjZEpbh9lrAiby0/Q8+U9aU8qjEQsuXEWqmrCfq2USyXyI+WpWqmQig8Oz+60RrvX43U77S7Pp0m7M/HiVTktrggAIOs1XsoPxBKZwhAot8Ww9lC8LzvVuT7ZDp9w6qzeeAaAfNB8XuiYZLLDoyPFlc76WbBMwqI6FEsUl+ZP7DMzPpPV6X8mH3oqYDwRS8QH4kuzr1QOMfOVUnIgOT63pwAAmTjkstrdkMdp80Rf53X/uvrGgGpaJbV+94cKGAaDRqNQqGoMdfHKmwUgad4eaa/j6ACIuNRLzB54HQyB7mj9qQkvPIZS2axhofn3P1bDOtAYDArR3NCOGVs1PBeDlvWrRv70j983TRcCPbK244na/+t3hFVdFpzTK97/XNWMxGAwGHQHHE1mLR3dnwuICASq5f0f/vjvb+sQqA4kZfFCvdD1kbxpK/dQ0PEkpQO77AAAJBxKAb0D0doO70ChajD01VNHHICEcaf/p39604RGYzCYDlhtO5a+ee7+QhCLWzaG/u6379sxGAwGjeqoacDOXjhiSaOw+XfFG8RgOmBVLXA8R+mKg/T1WMtv/616+jZSoEfSKZtqr2R9yeMiG72dxfbOLjKqfvdzPQqFwWA6YI3tqO45iTECAIjIKRU9XLUjC4JayVhPHQqFRMDqW9s6hvbtMQAM892N339XhcBg0GhUB7KuDb9mDGaeWcVKXrCav/8f7wYvoRQAIJu0sBv+7c3HcRMIXfJ7v//Nz60YTOH+kB3klYt7+fwQDg1rq/3pd//8YwMK0Y7pn9/fW+on9Q6Iy4aQOdsG+i1R5IwCkIVut5nYlpYOFAJWD8PgZ8S6YBaAkJzw4d3P1S1IDAbVAUcgm2gzp86XH/3+woAa0G+x+8jsFf4YdeHkapvS+t2fquCFZ42sa8Wt6AM5ALLemy0Gtrn0BAlciT70PFQD5/y+H37zU6HCdMCr4T2jUl0wA/yKaXIXCtZS9eZff/O2CYWAdY/wxgaY0+w5zgh9bOZTL7CAboPdR2Ev80cJM7fJsHF3BNPR0gbraP2pnbp1509nM6E7yUBnDaK1BYEZXLx+GI8Hr3cYH3+LEuoDAGRNuyNYNAqFxnRh29/92z9+j+XpHw9d8wnrORvfhIS1dMCJU4qHTb5Jk2qq/vetLKnhE9AnAneifmxjKwIO+9CIZGze+DMg5ZCOIBthrS0dLZWY2XtvOnC/MkmkTwlnRknci5dfof++9Y0ANW4+XN84tEdsa3gSg39ZerXwSQcQXRNXsVzSdjCBbBU4QFQ50YlAzxcjrpxriHftsyeOsHGjs2r0vNS1O+STBHj/8TNEzfjU3JrftvVMck0ZAAB0sjdQ8X+3TGxq0vkzRjV5Vf/svTjXCWQG/6p4Va6dno+UbXv5m76TaUZn74YP5DwidnfnqLzok+bZJbU09uwHQVS/OYZGLJUdjAwiGqZ7Tu1JAf/NxsrO7ZOxrGN/kIYfOizhNrTV1cxcvbXfbnZXj56Xv5XTc3s6OjlXWaCb7mip/EN1954mlgEApF2KGWT91PWT609opCsipSmaB8C4DCcuqPY5nU0PJvvu06k+5NC2MQYySkYdcf7KGQ3vdn/XtlosZa9ooK2+ayuYtS1iCcPrZacmE6+5blzxnClw8mIC3vXhI1ZkcWcBSAdFPdXt8NpZM/CrOIwe8v6z5vfx63lsA6d0VY4tKhFfzkkAQM4u6vlI2/fFUzH9PApF2zMWn4ZyrP0DTngZBpljahV5vTQtkA8r2Rjk0L4f5P23kvWNU9sLHdu/MKCGjAohc1QoEc1PrF1pN/pIQ8vl1IUWfkv9+EkgFtAJ0Kj+/aJDifNotO0jfvny2Wkb38k0o5u4W2ps6RtBD5q4qS3hN6Dkopt5xRPZdqbn5teXeJMLm2qT42RLce8rBbSEDIdCJksoFs1PrF/fLlC6aXM3aQBA3jaHqR2S2SHvKasevukHAFiFDCx2+ioNQNyi2hyE1ze+/+2/dK+b/E8GjpBqBk+ffORKBgDIZzXTjS1z2jwAiZOZruZ+eRyAjOf+gN2FaH33v/4JPv2JG0M2cLZKa0EvuQEAIH4yge4Z2bSFjZPtbRMSLwDALWc2tbJvrfeypZFJ4d76HGvh7jXA7K+rlw7UyJlwlDE4PMDon5jbNgUdn1gPgoiM2Mg4cvgsYjaqjW8D0Ss+ra6KJLEVh3pm8cGp1ufXrHVWP1gPmrfoCBjt6JnrSntO55HfY8aFQyIvACGteo/ZVEEcW7tN58+YNdR147NzpQZhH4E6c1K4qrxju7eCIQuV21f6dn64C7cbzVkEfbTxTd1DwwscMeoxGxZIuzWBLnmdAAAAMHF7SZxNXdKjmpsaGRgYHBxkzR0UugXn/iCNMHxcanguAbKSvHLruN166q1oFvR0oCfOM+B+sp0m2FjrH6dt3QRzAHiOZlANU4XEOznoen2MQhlmDTLogn1NKAc8O/juBaVezu+sH7946MC8ohE6g62OpS+HGogLl854UEl610DauC3cS9Z7dyQ686WN81ji6GbJgTV9M9zwYUj+LFDPx2B0CqZ16soRSoPYxXQ/gwZv4JmBT8Vh9lHFzwXnZCAVF1VXvirrJpVMYasfTh6S4qsZUo/XruaiYIuPYtjDYmY3cULqC58za4nCW3fpkIz1hNuNnHckvep1Lq1/YHSEQp/aN720wKAXBtR0OGC/19l9XpvBGjQLu0kjq9riR9nb0abKMYXVoOChEcJHLArt93cSJw9czyzT+FQzjM6+9UcvnLesDtL8kSMNAABJu5SNbOQUiR21mq02l91itHt9PrOYv3PhjuQ/uSqHyW6zH6vPbouR0UkxsXn0QG8z7NMRC0YAAIic8wd7sfOWPIjqJPyxMYlyhVDPWNN6H5pLyrM/24ehHnxi3psJSvvbZ86DKQAyNtlMdyPrOgXSjovViSHR0fpgR//0J36BmZDpWrGrLfZ2hiUKfWTN7DhlEvkqexQAkAorhip7t/X+gENnsHtdVr3xNQ/TX1kvGKhJ7e7IwNAETyBYWJfdFSrnZ+b4KQ0PgV0pmuNz9QCkoLs93iCJiO/qwxHw44fuHAAgqxfCf6hq68WTyGRCHwIBQ45sap/rQtJuJb+vGi84FHCOocjp4f48HY8fGBHeZMDlYH1dXTuWSCaTSQQckTG5cV3qe58AFbh2e95XN6F7SOSCult+rkX0y5LJ0wE6c/L4IdA1n/LuMGrYRy7N5idADUvoPSPzSggAAPIWxfrC/AJ3amhoXHDtDZxwej/82NhDJpNJJEJndVsP78QeTppWEMUbpNAZ/XQCoad/VmmOgMzleCuerXBCxrmBISmUSkGqWVTTjD4bvN+eJTPG+Itc7vJh6bUtLu5v5yot1tNFzIMBLwAgdT5LZ47uuMLXI40EwbkjA5L6wyUODY8hEfp6yJyNyxgAAOgW8bCPFe04MplEIhJQ1QjK1p3/ucXq5Dmrjcyd7ads39idvvPxAd46q6OZZwLBqwXSx+/qu8hkMplMIuJxQ6vXxXj7T4Dq2B/Bvn/b1FMsZBKxs+nn78mHbrdxl1kzcvi4Y7JsEegTS1rL5WD9Y6DmPdcbwx1UWRgAALLumwMhlzc/O9pPmZfbPg/F/7vVCwPqExmXiYiPH9v6ChUGXQ2nbhs8If1Gf/Xo0ePJT/MGjja+cPvMlNLnQPWKejETO9oIAJ8C9T8us5iO7Jg4t4Y9iolG3KozBwBI3m6M4BHs6/JQLiInVxFXNGWg5oIaUT+8V2D8dPY1e81t7uRdB7MA5J0XAmId/fCBf9cTrbg/42gf1a1TEJ1csSuZvh1pbZ+SQgAAj5hS+zN284upLF71l9cLBmracbG5IpgYpBApQ3yJGQDwTPq29O10azl920xpPjBtUu/y5xcWp2nd2EHRrTdiWEP91E7jzS8tLy8uLGwf334h80Pafczrbhlevjpc3Tg4OVOIFxb4FNqA8Cadvxioa+9kTi0uLy8vCReE63unllLtf/qG6tzp+dCGn+AuLRc0Q22HI2nSRELFZE3MXzy0oXzSsU6uYR9/DtTgPqV7mH/iA/aZUxEAACAASURBVACA6LlwmEKmMUbYK7uHlpBPMYlvqMPPLC8vLy0JhStqewIAkNItIt620wRLS0scfMU//R9/6tlzZQAAIKEea8VPSY05kDqZoLLlWvsxD9M8rclF7eeSuZnJUXpPD2Ph1J4AAICIaqSbdWjxei/m0U+AmjjlUPuHdt2R65FGAv/MXuxMoKu1ZeGCYHoI103lKf1Z2zIO1Ypi8JeXl5aES2tbt19KeZc8Z7WSOHvbnPndO6tyfmz9fHcC3cI1gcAFn1Jf1cteXl5eXl4SLi5unVhCxUzLT4Fq3x3saWgizRYLeUk4ha99S5U7XYaD4cbZq8e/Zljro7CW9dZPgeq+WmW20w4jAAAQvD+YpfX09Y9Nz80f3vmSr0D9GyhvEOLRLR39c4UKs7p54wcAxHUiZgP3ifW9fqWHMiq8f2Z66HOgutY7MRPbuigA/zWgxi4WGB3tpPUbPwB53zG7tW+tCNT1ETyCfVMGqk9CqiI9ADUXvFjub+laLbhlhu53p8jtiA5057TUesLH9PJvglkAcgWgKsqdQfJsrBU/JTWkATBsDxI64bAu0uhe0U/Qc7FMaIYPbd74MwCAmFU8jGyAI7C9BDq9t71H5Hg5lfXl6wUDFQAAQNqqPtjZEy2ME/H0uVuokGBc9ZDv6Z7f1Mo69wWsYjYKNm9PO+R7a8IHaKVljDra6oX1RtRTw7r4BT/nPprBts/KzTo5q4O+vr1zrBIRSUzhTXHK9/kJwWemfKWhMo5SN4Khrr6dSM611j8yvXZfHoSmrSJ8LVHi9em2xtFwgbl8vuARFY1ny2wZ+z4dTxjmb+7uipWaAp0c+4M0wvDRJ5sXIrdCbFXxBpPabXJre//6bRyUGqrEkAEg45JNkijzixPoJk5xDTXuuBBvbe0ujxJQg8Ir/+0arH/NEoyHL/nI2vEHKMXvpol9pMX7VPZisIE4f26LmHYH1q/L1xA6naPgKKdu53I3cWRDC76q5BmrlcA5NCiXWKvLDMLKjVk8jWmeNRWnfCXPWbI9O+V7+rBkFJTgqxgSr8+lWSUgFx9lv3GsEXqoXFU4ccaoIS3de0vdT/h6hd6EEwXTDgmbhqFOre1viWR3/pe29fclA1XH7yQNr2qe/jPlOF/Eo5YePUH7Cq6Lyj1+bvHAp5phdOE2HgyR3Lud7WThRWEH938aqC4xB4vsZO3eF/qufMC8Q2+e1QAAQEg1zejuWbGVKfYUqFm/dpHWhNsqIj7pNZzJRTs7e/vnpqBfMdIycRLIAJA2701gWjh35TsqtdMUAH69Urq/vX0gOzEEAEiapONYOIa9b3z0fp60XB5JJFLFhXiiZUgZfwXq304vHahF5YKmm1tjMGlZ6cMRJw/9mUwmk8mk7xaQNd3zhhRI2/bGEM18ey6i5He3dUxdFL6Rta31Iid2tK77DexHpuKr2WZA2q3gdDTMamN2KbX6DYanCVtWunD9C9fpvLq/Ejd3Zk1mSspmS2ai+oUeHJlTfG/O20Xd78ki28OmJCWbju5e8wIQOxb0VKPYx+ZkJpNJXnM76uCDqiSI6zdGEC2z2uJ5fceTSHif8DqcAzHn7ZXG82TS1LE/QO6m7X2SnTV6u4D8wFREC1/NGjfpHz4i+JeRfO5ytKlvQlxYm8l75CP1//79m6rxp6mvcpDh+t7ivxFgSEtnoWw+pObCK4dPU4XridyskZDwYYk3A1JH9Bq84MIZC+91VzVzj4PpTCaTievFHFr3lCZiF2L7+ufPvr4KmVQPN+KmZJbg5VTLx4bRU6ftiIusnzYCn4pNx/Ss2jIPKpVyBjqZQVSzzss++xQCblj6sCnJttX1nrILJbIZ51Z3G6x/y5zJZDLhq1VSYzVt15gCKQWpAie4tCczmUwm7TOu0urbx9UJAOJu/c2d7aWuPr1koGrnMDj6nPqTN89sxLze2QJniKyZTCYTulwhNNb07382gwoAAMB3wqGju5atxcri2Kc1dTAOzMlCLUnaJJPwuqnnPGzzuYf2+8kn9v2x1rr2/j1DJAdALpvJ5vJJ/ymruX7oyJ/xXU/TugjLhge4+8SEj4Sl+yJQQwb5eGfX9rOWh3kTv6OOsK5Lhhy741gE+/yRZ7X6UTstK2WWDLbVNI9JrFEAQC6TzeXzwLbNZG1dBAAA+i1yC138tPTy+Xz+i7bfr/ov6xsBakm2nWHUmz+8qaqvr6urral9h+eqXAkAQNIq5nQh+AYAMlGrfIbc8uZjVV1NdWULc/ncG8sk9Wu99aPK6FeBmodO5rra58zAf8ZlYgg7UeBYxVGHV+4y4JrVWv327ceCWWhNVUVLJ2WvmPPQuEKiMudOC6WVd+4R65h7jnIH7T/lDfWRtlwAgFzUoxbi0I0/f6ysrftA5J/bo1kAklbpaPW//VhRV1dfX1/98U07hat2PBORBgAAwCVlMYmDkk8mU6OalZ76UWW01EKz1o3+xp87Zm+sl3wsdUZuKDbUjGeH1PChif3cmD0mHejmHZpTAERv+K3fvf1QU1tfX1/98W1z98B+Yd9kVDnUSl28dOVAyq9ZIVU31NZUV36sgeMmFfZIBugXeinDy5dfB2rmahJB4SrM6aC4r4Yucftd6vmudr4ZhG9Xqe9+92Nl0V65rqaqgrmlC+UAABmfWtDVwr4qlottZ4BOnTgscyDn2CXUMQ9cUQBAErrbHe38qaqm6uOb1r7RfW0gBQAIKweaqwpPsKa6oq61jS1xf6mUX5BeMlD1izjq0OLFZ1O5+QR0uz2CfVtZU/XxTStuTKwPfqHpRu/WqO9/X6ww1RVvkIPr91CqBJSkQz7b2c7VfH5cSD2N44jNgc+ff95xONDyr//4h/f1zU31dTW19Q2TCl8ul3Ld8rvefHhX0drLkbgfJ5Lwy+kN9HVdIf1UznO3xmgbeC6CAACQDdq3KJVVHz/UwxmrhtijN+7kxVQH5aGdFhR3iwcr/udv/r2isbWpob664h1+7siVSfoOp9oaqn+uqG3smlZ/muXNuN4/xjvQfDUV46v+c/rGgJpLxUOQ2+Usyh0pTvnls6l4JFxMp5JPRyGHw+F0Ohye4heyiUgoln4ycsvEwz6Xw+l6JLfbF47FI+F4FuQziXgsls6DbDISjSUzAGRiYb+n/MsOh8sDlfiVTUajsXKGmVwqGoqlHka/uXQ8FokmS00wG/F77A6H0+kuhoaCfDYdC0DFczscDl/0z+x9z6VisWjsU1/OfCYZCcUeG5fmkmHIF0qm04lINJ56yLOTT0VCoWezt+SS0WginQUA5DOJkN9buh67N1TiTj4dC0cTxcwbuajX5XQ4HA4nFCzMOmUSkWgs8STwNJeKQu7HZexyOtz+cCQSjsbT2Xw+HQvF0/lcLp2IhBNZkM8mIz6P2/lQzA5fpHizuXQiEi5feTYZi0bjj8ohl4yGYqlc6R+pkNPhcDjsULjU4+TSsbDfU358Xv+3EbL3goEKsp9XmAclg0+fYCrs87qcDw3W6XR5oGA0EfV73eW2E3iSMymfS8Uf1ZlHyiWC3mA0/dz8fiYZCfm93oe2HogXvpYNu512pzf8NC0TyKWioWgyU1pCzSQiwVjqi++I+Rjkdjjc/k/aeD4TDz9ppwAAkMsmIgHIV+waCi0xkwcApIKQ2+5wekOfDzOSF/z5LcXpqzvdX0nfGFD/gnIdCagN7ytqSslmaqtrmtqp+/aXtob2d61cVL+Jb6qvqSlnAampfN88sHLx6nT3l9JLBup/RIm7RTqm9iGfTG31x5oOAvfqzyQ+/DUqcXVxbTR5Xyd9/0p6BeqXlM9lM+lPlMk8v6zyqv+08rnPSjn9pdWrV/0n9GsBKshnM59WpUwm+1qRPtH/z957fjWaZPmff9e+2XN29+zZPfvb2fnt9Jie6e7pLpOVlUnivfAgiyySkAd5gyQkvPDeChCyOAEChJEXCOTN3RcCQZLKqp79dVcVmfq849FjgojnxveJiBv3Firk70pBUAsU+JL5agS1QIFfn4KgFijwJVMQ1AIFfjG+MEG9d9qWBxRymUwmk0ml0r7Zg9y+iYzHrJNKpGKhYGT1IL+THQBA4uZ8R6dWZm8hEYlmbNkta/eHi0N9UrFcqRkc0iilYqFsaMHiyr+gGjmeUcvFQqFmev360bfAu7s60MsXjRheZFhJuA43N47vACDoWJ9QCMRSmUwm61MPDmo3Tl56H91dmMb4vb2aldObj58cOt1a3nuxVQYAAALmuSGpQChTD1kff45cm4YlQoFwZOv4p3rJiPf8yLixY9GP9mUrQyaVKqb3/bkpI59lIlufwyu7n2/C5K3TON6fq0/htMWdBAAI25eGlVKxLFufMrFQOjBnviosUP/NeWWCGr+9sJss9vOTA6vDG7yyLQ3IH81Zppo/yr1oKdfOqFgiFQsFo/qjz/uNxwOn22PqxzdYJpHIFk7uUgCQuT1ZHR/sk0qzNxcLZGMrh3ep6LlpXpvrPxTKKaPz+shotF86D7atVy/d1CKX5u2Diyv7zo796tJuNNkvzg8MNtfPbhYo8MXyhQnqySCu7s3bRiqXy+Vw2Oz2xmbR9mUMIHmhV3W2tZFYbGY3oRPVRlOuX+T3Vrgx9xO+//cKApfL5XJZ3Whka6d23RmGe9ukvJdNJ7WU/OGfP6A4TDpHPmFwfXp9Knm5xsG3d3KYdAKmtZ6kMAcAbuzjQhIGT6BSUGjK+E7wcat17GQC+eF9MUJ9DgB++4KWR2eyudweIaH8v//r2x6977mg3l1saFhILK6rC4vCqebPg4/q49lgtZZ9+4bzSYqYe7uul4AkUundDFxFI3HSfp8KezeVmDoElk5rb23E9i6ef257Zdg2reyhkJmUjvc/NOTqs6FJuHkeBUhdbffj29uILDazm9iJauuSrzrz12dod5D4/e/L8JxsfWKQbbj+lbN7iOxN9/HZ3eS20j/87j2SzaRzZLqtq7y3KPA/wisT1MCRToghCIf6eOT+TfMEvu6H9y00LpfL4bCY7Y2tMpM7CZnY6aoc+2DOeCyyg9G/6crvkx0wyLHf/6GSyOVyuVwuh0WuRbQLJ09D8cSxpurf3jdTGRwul8vlMOnc/lnbbcKhbK38saStm8vlcNgcHn9odXdV1oEUTo5ym8hzLyN7XU/im3i6GVFHh2hmWoTCiiaGuK20xc+EWSvwFfCFCKrfMswXjR4Fr3QEClOTC0vgH2kuZS9d3wQOlI0YkdGbPXp/MoQuRkuWr/JtDgkaVRx053ROZ66XOUhs/85jjsOIRYOq6XM8/Ohe6xeIpg+e2XI6ZJOU1YuzMTfvTAMUFG4tmjKLiHTubAAALgcQ1d1LznAG4uZBCr6+6PsSRCNq2PlRGTKnSgZRvHEVfz5gix/oertQsjMAuF/EIgiqLVcGwDHHpyPev6uuL/t0f7p3Ed1MHMh6yEcd8o5ShdV3vCpsb5KcAQCcawgteMH6R9bv3+zj9i6cAqSv5rUiunpyhsVgKHMxkYK6tlLW3MXNzZG6CS0wPOxOD5+NYkuQwvmLfGF5b61aLgozkXuKa60HhVFuXT3Ib3xvAFklPX740aMfEAomdwuOmX9DXpmghs62db1i3cbCqGJy71jXSeGNPWZTANdAQylvw3frscoasFLLw5RL6FDd8QHbp3flM2f/loyJo8w/7WQNTHV8wA4eeO7PdOgSvvXF6ak9eStJMHv67ND96TSTPWbcHuHKd7z2+fHhqd1ctxfR8xgjO5ZxLnfcYh7n8cd39MNssakwQv16eeWCmnYv9KCa2zFEhmh8acd9fzFGIHcrH9/oiJFdVc5fOXOsyRpahp4NJxNbQgyePXqW56s2aFKzO1DDl09HHPI2nHTmJAqQDT3YVil6sMNE4FC/IO9lkJB1DSStzZ8EgITbvnn20Pv4LCOsdrox5J/pFUiH95MAkNoVVXTINq7jkDzfnlpYW1sbFqHaB86flSB+MtDQTFu2v5jH8q1rJayezQgAwPlAK4o9aA4BeGwLc/Or5hVVR/WLnGsAd07j8WUwmt0CeqJqaRy0Xu3NKwjczTgAQGRLROmi6M4AABK7I1xcWyuSzNNMzO15IeEyDghIgxbHAq2LKjM81FPMwq0p5y2dnusVDc3aZ1WUNEg6O7sHHXm2i9/aBjjt7YPPvhjO+jo6xRP2CEA2XmBrLixwMni0uSjnM8nIOgSx3+zJn+S9wH+JVyaoqWg4cOUK3IcCHn/4VIshsQd3H5QytNVdWSnZvDhaEje0P8TCBQCA6DoPSeiZduYRMv+2jIEhTj8NLU+0jWV43ZE/fKZDlfAML16x1J6ildgzcfi0kzSTTAYvLgORSODacx917ZoMloun1/zu4iIQiQYuLwPRaODqOhAJ+y+v8macKvB18IoFNWod6sRQxGPzi8t628ME7vlEd9O3f3pX09jY0ICor3jTzt+4vok4Z5glfP1z27mc7WLwFdY8T/5UUG/myWjB5O4NwEtBzXJ7ZlqZW5jTMrGtwtmz3Ogq6tIL0Iju0ato2Crs6mJMZSNZH/XVtQjnzh9PSxwNc9vbnguqb6kLiZNv+F4sJ8ZPx/kUpCIbWc+lw7YzFYbcomlwU9FaKXopqE94FwRNbfSFQDRxaRB1VJDWggCBnd66HxC8tYDHLKbgqbKxhaWljd2HXDf+3RkxhWEN3S7zWr/741N9tvasXt7ErufZxT3rzwPEXy90M3kSU55e91NBDS1SMfwxSxDgpaA+/O40r8zNzw2ycW29U4671x+r6NfllQnqRzhGKA3f/WdRbWNjA6K+vuItUmzw3t4dT3SXCbef24dzitAtzJtt5sY6SPrh928qGxsbGxsbGxDVdXjJwl4wlko4hhv/8sOHmrqGxsZGRE1lI0m+fAGZswF83Xd/+VDX0FCPQLRI12+/jOgeBX4pXrGgpm4uLIY5KbmlvgnLGTKGEsl05myMjG0j9K2aTCaT0Wi2XYcBIHY+x6kUG59fax/qJLNV+SzwU0G9GkZ29Or27wA+EdRMKplwrGnoLVW1aN7QwsaJ68GN6NY5Ta9BULQmfxIgud/HZPMnsvOadkVNq2jBmUsAvjf0saC657DNZM2OOwMAqZihr72u8kNRA14yu7He30uWGZMAANdj6A6mcufxuzvh3pC3Vor2AZIuWz+puLSkpAgn2TiNAgCk7YOEpuauwcNgCgBSsUt9H774u/cIaje5A9+jmLuKBR37W4M8YntjI4o344wm05n7/XkFmbkcy7imqLhWnPyhPk3Wq3sASFwtciuEhue1djxKJDPktjwLsp8KqmsUg+QN224BPhHUTCqZONsYZLRWVqM4A3Prx9f3nwmTU+Cv5RULauZ4AIdBdqnXTSaT0Wi07LqiABA+mmbVyD5yGNjXoEm84cM8vkmBHSUNUceZNZlMCxLEX/7tTdds9psxcjjU9iNGsbZlMplMxh2Dae/UE4a0XYVEYZhavclkNBrNDl/eWEkFCnyOVyyo2efeXp4cHe8uqSkovMTqdU2QyN0q88erKanA8TStTmyK5FJH21UoLF1luM3TWQdNajYSM5bLSppxjLY10Ydt2VCcHwtqxDHBxrWxhgzHh/Yz7+O3bNJn6e9sbhYveh6Hob4FLpcv1d8BQGiZXEoY2vM+FuWloF7NdLXTJaZsJO1M+s5zenJstzuc7hufdVTGIE54ACBl6a3HCWbtj098ENRdgEw87L2wHx0d2c/doVgq6d8Sd9YSJPqcgGfSyciN7/Ls7NJjH2f1ShQbWVWO+y8dR0fWJRm+Az9lPN8YZiGHnACXY0QyTW78eC4tfXM2S68V7uR8kFPHGiyWKt+8yTOavLUNcDqQI7n59syZDtlM05o96WxdPRfU6OkMr7OVMbB9fHh46i2EG/2b8JoF9UiNInGG9j5+rRKe/QkaQmqNPtpQYk/ehmEOmkN5zNm/LWNiiDNBAIC0b0PaXNwuM7oAIHYwhCzhv/TjS+3JW4m9k39FQqQCBfLx2gX1kXjI77+NpRyDGBxRtPHijpm4d5XVVoeSbVxdXV0dLcoxtXXclYu8H59Bo5JWXyvaeQj+aR4k1GF7Vi8egm8mXGvixuLHRG+ZxH3Q/yLq5v2eEvH9fyLlxjOX3+O6cvuC0VTmaILR1tY1Zbk8nWbU0LR2X276+camZTY15lKzRda5OFbfkivfsOx6S9nZ2K7avLxckzSSBCsnT0nqXGvihuLel73DnYFX/6cPKOWmw+XxuFwudyiW8uxP9HRwF91+n0VHotAHDIGPHxUN+vw+h6mfVq86SgOcDeNw+N61F71pJhFY57bVdUjWr66vrk6WlbiaWvbied76vLVquuuqBdsP9WkdJtdjuIvnD/WZ9G5KG4q4xvTDfcM3/sB9Yen0b8lrFlS7sg1LVRpeLEpmoq4FWnM9pm/r6urqyj4nRtY2CDav864N+DbF1FbUyKP7+P0aD/FNPWP7/D5xNNT0Bj92dPYYvPnSHQjF4/uyRgxj0PwZt7hU9PYmeBP5uVFrMnoXCt0nCnMrXyFfiqA+cDHbwxePWD51C8jEvdZBalFJWUnRDy10pdH7udc9eb4srHv7ofQhPcVbrHTZ+ZRQMOkzjdCxA5//gs1czNIrP/xYXF6Tzf/Q1CUx+CCT9m300RDfv33f1LvqfD4xenc8q+ymTz8avH+5lyUbsuT3u0/f7c0KWr9780MtdczqfhadL+kzjdA+KVX8cJzc8OP3RRXV1VUVZSVVDW2D+5BOeI1qwtv3734sx0gXj/NGZru/MAxyhIZ7ALha4POFA6ZPp8YzCf/uMK2otKyk6G0TVW5wf64+05drYsSPRaUVD/WJES+ch3PnpoK2MRpGc1BYKP278ZoF9WyC1Sub2PtU3tIx146G/K64rKToh1aW1uL/3MpAZH9UxuItenMHQjsCVD1GYfCczNPqK0tKyyqyll70Yyt7+CTgnmb29s3ZPzM74jNo5ALl1s/VhWdN0MOSLPt+5rQCXyBfmKD+NJlUMpnMxeNN313abYbNLcMj21vb5t3TYAIy6XTqMd3mf7Wrz+YbfLo+lXrMYZNJ/zW3+7nP2nTyrw5Q+liUx7LkIuRmUslkMvU/LmIP9flQnMzd5dEn9WlzBBLwvD4K0vkL84oF9Wd4Yc6hi0Pri9fPsncWzJdKJpXOZCAbrjtPZt2feGImnf4r4kynTleWZqYXC4L6FfJVCerHxE8m+KTGmvrGpiyN9bUNGKrK+vkoSgV+iuTplJDSWF2Xq09EXQOaojC/1szcXwhfrqB+TMw+xiN+ZM41DTiGNs/w9u9O/Oz85PjY+/MnFvji+IoFtUCBr4CvRVALFPgNUBDUAgW+ZAqCWqDAL0ZBUAsU+JIpCGqBAr8YX5igBveXNd14PIFIJBLweDxJvnH56OMeP5nnd+LwODSSN7Tu/qxjQcyzN9NLIROIWXA4XN/WdRgAIGAdErDInXgCkUgk4rEoQu/gpj95f7iopnfi8dknEoiSpbMEQDLk3B6f3C8sxxb4tXllghrxHWzPLW7v75rmR8d1C/Mbl4+7rTOhw2nd5snxmprHIOPxxAczJEqndu+Swe1h4eD6+WNoh1TodGukf9MHMbdtikcmZc0Zh0H3rTmfe/C6NuQkPB6HRjL7pk6z27WS11s6GbWzM2vmnTgSS7jigc9wdzCtnNsPhKO+HRWHTsLjiUQiDo3kDqxkEydFHavT+t2DrZmZndO7j7eDZXwHG/qNnW39qn7LcQMAt3oFj4LBYLAkrnT9WeYo/844H4nGEfA4Qu/sWRgAIHG9qegV9K1dZM9Iemw6Pmdky/kQQVwrJCMxXX2buTa7v95SoDvayNLFg9yx221VDxGJo6sNuV4q5FyXojrauhSrxznHh6BeziGgOpkDptxidNCxIka2t1FV+rOPt1P4reOqFWcG4P7Ksrm4tm3e3li2uL8uN8QvTFBPBjCNpbVd/TqdbmxsbJSFqmMsnEQgEz2Y5LQiqX2jYyPDfTxSC6p77CD/Y4MmFfH9t+0SXZZRNRmJoChMnkjaOYz4YxVZOTCm0+l0YyNDY4uGk/uUQ9OBKG/s1mSfOKZbOfClIOE2D+HbxYf5wnUXKPBL8soENXA0LsQQhSMaKZVEZzCZ3PkH1QD/OquNOWZaFFX9Zz1zZFT3YIa6VetlNHYgqP3X/+u/Y+Yus118/HpVWPOOb4eAUYF//wYpyxrzCJ/c2iqeOr4DAEg6V8QdHUTJ6NjIsEbEaG/Hq3d8AGkTp6q6HtczqNPpdGOjQxpWaxNuYCd/b+GaRH7bOX7m8dsUFf9Rmy3V6LCSR2rp6plzpiG6Sm/nDY0LUEjZsufjvThp+wSHx5GKeug9knWX26DCd+Ik2uGRkUEVvbkRN2KOAMC9Y4qNaelkK4ZHx8ZGOMjqRqr2+C4R3Ze/+X++KWXN3gMAxB3bouL/5fdYydY9wPEMvYvU09c/IqRiiBN7aYCo26BltlEFgwPibiRTsnYaBUjuTXaRSUJV/wi/C0uZtgNA+FKvprfThYMDQloHW7HljAPEd8dJJLKkv3+ER8HS5x0AEDpfVtA6GOKBAX5XO1dtvHwM+nI221nz9g9/ohoAwGNU9xIZIpWQ26WxfV3byr8MQY2erYjI1L49n2ucSGE9ZZsJjLYWMxcufS6jqI48/Pg9lfAs0KrRvZPH+eJ0vsw2A5GVzg9opfE64prClfTsvPjeyhyqUWSe7uijg+m743lBK29md4yL5Y47CrJa4NfjlQnqndM6K1PN7mzMDM2adgf4varl7Cbt22UGWrpxfLkzgK6SvdwIHjcLWzD4hsa6/pXLmzRAyq1XtFbJTiCwo2BhyXNPAy6THINR7rjuk8kDRR1eaXv0xb0zCJs7ulQHSdgX1ZP7tty5e3uXOZWlwpepnLJ45ogltBmn12fVdlRIDx8PJz1L3E6messLpwOSqR3rnEy6fHy+tyKmjRwkDzouSgAAIABJREFUHsNsXq1OTE0szE2NzKzaznc4Hxokj8G5vUZxU1G3OZm8XJFiy0lTuUF60NDbVNK74PDsjzf+qQ3HYWzeAYDXusot/ZcWrnInBje6Vox08QwAEhZxdYXoEKIuyzCtrmcfAOBQhsHQtAcJ8A02ovs2rgEgvC2oqpI5IHa5qaE1Cu0AADZBB5Y9dpQEl6YWpTb6ACC4xqus7XNC/HS5j9YmcwBA2sRpwfbMnCQBTqcY2Mp3CByqspRvygCEDvTT6pG5tfnJwdnzryu+xWsW1HQycnM00lVfUdPcyRsyHp7fxs9HiUSKaNUXj8fj8fjVPKUSIddfOJaE1ajRZ27sabMCS2ANHudxqQ+a1Oz2Du1pPB6PJ5Kp1L1F2VhDGrcHEteTmOLuBfdtPB6Px2OxeDyZykDG3o8m0JWbgewTk6kMQPretcCv7924ubs6Xp3oozZ+KGroHtl2Jv7aDaQFCvzNeGWCmk4kIrehSDwWuYsk4wY5u7dvwQMAN2tUlHD7Mhi0advLeJuR2KMZJpLpDMTNAkSXcsGk02Cl82cxAP/Wg6Aa+5ioTt310wMcimaMYtHhsahqmlUnz4IeHY8zCCTZkc/R14znT++Fsh1A/NaoxFSghi4+KSnAM0G1advL+KYn+75dFnR1sebdqbvbcDwRCd1Gk7E77+nhZSi3jTUVDofDkUj4PhKLxTzjpIaKdpHJcxeLx2OxkM/puY+cT/YS2oVbzz/Io94zV+DebxtBv8GqdLz+UwDXkWm6u62ZzpTvJDK7fKxw0uIGgERgmV7UOXPhta8oiV0LNwAAgWU2kcxa9IV3ezCi+X0fAETd89QiwsK1b29OQaYvhwAAfHO0TmrvWuDOzEGJl4+DAHDvnKZ8IK95feYJWRd7LQwA4J4kYmnidR/Avcu+v390vqNFlvMNiTSk47HI3X0kFg3f339lw4lXLKgRk7q9FS+Z1m8ZLMfu7MzD+SSj8c//9m1xRUV5eVnZhzeEgf1QNO6cYZWKt5+PLa/mqJ/JNhPa11Hf/PNfiioqKsqL37359psy4tCOM5LMpJ1jrd9+96aopLyioqKs+F05smfKAXCp60L8+d+/KykvLysrq+IuBOKQCtr60Oip7Id1+tZh0uu3Z0QEBFG8el1IlVjgl+WVCerHhI199F7FpgfC60y0eNkdycQOVNV/+OZtaVlFRUVF2YcfKzuV6y7I7IvqCeJlZzRikFIH930h346qLb+gBufIGNn8wcWauKxnKRR/+sT1b0p5XJ7p4kKLLv/Ln34oraioKP7x2+8/VBE0u8FI/pXAzwpqyqpmcXpGHX/1f5oO+y8XRA31Fe/eldS3slcDAJGjESmDOOn89ORb6wC2lKJZH+iZsntM+hkxi8Ni0eWm5P0yFsUa3vUBQPxunV2Kmdq9MA9117GW7wEAbtb4RApjweNcRKO5E4dBAIgElpglnfP2i+1+Wj1vPQoAEFxid3ZxV32ns+2o3nlHCADuXHPdpcSVk4u1PmqTMJv/0TdLxVB7V3JhusNWTXtZjyH+dS2avuAVC2omdudxmvqJteVVzSTxnMMdiCbPRon4Ts7Uicfj8Xg8Xn84BQDR88We6p7t59fuqrFEliZfeoqgWcNqaZZbPB7P0Ty98vt3pInLNABA/GQUWUTWHTmz93Z7/LfhBGSONNhOknD+NHv0JpLOJAO2QWTnyGUyFb3x7q4NdTe+f19PVS/tBkLRQu6UAr8wr1pQIWqV0ERjBstcL1m+chIHCJlULSWM+Wt31grdnkAomoKEhV9PEC0cpwDOJ5m0/uX9VTWqRpFPUE8UzUjp/LHL1FfDWnzuVHM6zSSRxQeeU2ULljW8deXxXM9x3n1TzFj+rE/S5wX1ZrmXRGbmQor+HInwbQIA4jd+r9t9uTvF72hmGXzedW0vXWp8vgiZCgdD4VjAPICp4k7YzdMa9Zx1bXpoZppJo0h3EmkLDyuYsnoBIHGzyviAmz7zHCzK8fTFEABAcIVLJDMXvSELByucPwwAQNS7QC/Cz194bdNSAnMlDADgX+jupPas+m92GGjxiuMWAO4vZ6gfSKsur1EnJnM3ogAAnmkyhiZcfayd9I25vyCor1hQs6Si9/f33t1JNpbwkG2G3rfzYvn/1rnMqWLMXD4UNx3a7mnAsEf28ujpY7aZ7BJK3K7DFlVRpu0pgIxjFFXCe7mGCodqFIk1aH0aeaajZzO0ur49SAasA7RmqsYWvLu7jxXSQBX4VXjdggpRo7xvfJDRTtfqHXcAEDCo2is/WUNNmHrrCcL5owQAxJ0zDBS1m1Rf3eeAwI6ChSHN5EofMYjqWnqXLu+SMYuoqmvkwPuggbE9FRpNkpricCBGECUrpxkAgMTBIKGkmDIf+MzE5TNB7SgX7z8eTl8v0Ds62fNnf+338/l4O1mwdvbYSdzY5MjqkevE2YIQV8taDTwejxyqsNWChZMrywimWrx+eb7OruwQqnXmgwVaF0W0HQP/aCtRMn8MAMk9JaK015aOXJtHqHXZNeATFQ5LVdni4B5oJCjWzgEgYpLWlYsOM9ELvZbamF0GPpAiccyhgwRcqevwqu1rALjZFNVVSh2Z6Omyqqu17wQAwMZvwXLHDx8724KgAnwBgporQDqdzsCxpgONF6y9vGPy1qQkNjUzNHq9fmNOzWxrwipN+UNtBgwyakOT5nGeJXU43Pndh9ZBgyvqGGn6prl3dnlzc3Nzc1O/sW7cPwvFjpQtKHLfdq4m0hH3OLlEYLiHbOjPwpC0wK/KKxdUiO5r+K1FpXzDZRgA0gGDtOrP7bJ1/aMZrpmPrsP3Fm45kjt9kO3c4+dTbX/4539903sMQaOcWF5KHX84eYTb3sAe2L0BAEgc6xgtdWS5fnNjY2lYhGlq4a9cAmSMrHIkb+ZRJ6KOfvS771GqE1++1Rr3FOp7wsSZx2frq/5zu3xdv7m5qd+YV7Pa8LSRjyfAMsnQ9aH1/CZ/j3AxxWjCdg0trG/o9RvzOjEDJzdHAG73BwjNLVTFzIZ+c1PfT62vwQitgeidTVX/lmuLuneEjf9ZKXIk3DosBsdbCwPsD+GbkWzdzPoID9uhMSYBotcbfEwtQbK2qhOhqLyZgzBAwqTBNqF6JmbXBjgY9KAVAMLnyzxUHVm+tjrK76ALFo8jADGDCtWEEc7MrfSzMdiRfQAIncwxOxBU5drqMK+tW7J2mvNDSQd35IgfGJsvBDUTujo+vw5Ev5KO8IsR1CwuvWZgeMGeL35n7GJZjEA0ImqrSNLp03wOvgAAkHKu6hR9+qd9YMnTiR5iV7/Be7nTR8U2NzQ1t7S0tLQ01FXjekccweB2v3Z09SQ3Jk5FL1eV6i13YbG0wG+C1y6okHRM9PYObWT3j2aiziUepqO5sakla4a1VSTF4tWNZ1GqmbFcPc6OJk6mhTTurAuil1tafGNT9uyG+hru1OGz7iZzY1C1NjfV11ZhuZrd0MPjpkWaWWvuVhA9nWbiaQPWfF1G2DbAHjZ5Q+HrlVypGmqrCKLxk5d9UCbsWBJ3jx1+Nj3E9Ryb1FZXj0A0oskK81NuxoslJaW6tqG5EdFIGtgLJAEgcroi406fp+8uNqf6+rbvIWgYGBicPQgDAPjWRLTW6vp27rzrcWQbPJ3n1FZVtDLHjDnvZc9SL6W5GoHmL/kec2b47NOs6sqKdu5kzvkZrufYxOaaRpxo7TEFVtq9O8Goqqzo6Jk7CDz/B+8dK3Lu5PGLZa3k6RCaKp63fZoB7IvkCxPU/wopr3V5Uqvq1w5k0WrU2rGZ7evC5GyBL4hXL6i/DSKXO7p+jfaxsxjQajX9uu3zQuiWnyVpGZ/ctB3+CkkKfg2+YkFNOJc1wi4CqYv6AJlI4Ugm7PlWVgsUeKUUBPVvQdy7N80jkSnUHBQyiTdl83x2qqvAA5GTs8tg4CvR069ZUAsU+AooCGqBAr8YBUEtUOBLpiCoBQr8YhQEtUCBL5mCoBYo8IvxRQnq9ba2TzF8kCtVcEcpm7VZp9jo1vraunoEAoGoqypD0FX6YMK3JMIxNEb/gwtSOmSfF3RPOiFytaVGV9fWIRAIBKKmsow2uON92oSWOJ5kNCBqqyrK2mni7ezGm5RzXkZFVFTXIRAIRH1tNaIdqz38nGdTyKymqzcubyLuVXZ7U11tXT0CUVNZhmT3236qy0r7j6bolVU19dUVpXjV2mnOhzh1OIZta6iurq6sbadrshkhfMYhehVaoj9/cD2262idKNHOXQoAQpeLnMry4jqCYvns8R6eZQGlqbQCQdOdRbMuiJnA6SyjoqwYQe5fz8Vccy1wCQ1llU2MyYtE1pEv7bNP0stKixHUwe3c1vnLGSYOUVbTyp51fVQJ7g2lUj25+xPOfsGjRU79W7RkzpFbxg4YlLLZXeskG9VS/9AmtVVlCHr/1k3CuyjAMrVm/4PXZOr2YFbAmLqA8MWmClVdk2tB+pDJnytJJnY0QUfU11ZVlHXQZTtZZ+7k+ayE8tiCdbXViHbcoP1zzpi3JiVVvem6jbiWWa1NdbV1CASiprIUzR3Y+01+Gb4yQb2/Nsz1D8xt6ZcGRDLZ4MDk0ePLkPZtK2WzVuMwm0ydegqefb2qUPbPHqfgfJyLr6+srkMg6mqrGzo6xx+a8PZgTtRWmW1cRH19bW0tb+X6M85E6fNZQd/wmuPlymgiYOjvrK6pra4owQp0H7lZHE/ikY1V1dWVta0U5XYEADyW6Snd7Nzc+NSU2fXxfaJ+67yyf86wPq1d2L/Y1zHy2elD1psry6SCPXqU7XwSRzpO35TFlQibpCSMcvPm8fW83Z8akPZbvN6tscm51bmxgenVkwAU+LX4UgQ1k4zFEiGLhkbv1h09vGzeJTqKP7271tf4Bq0ymG02m81mtZhtx5eBROJQ0fqX//Z/1Kr3vGkAgJR/S1b/vmcfgtZ+amVp99zD2XNibANVYfCmASBxPM5sQPNmzFaL2TCrJjTWMWZOAcDGr21GcYcN2UvMhiFqC4I9mz9DnH8O97Zz2O4K2jWIv6CypbJaNsdEaCxeZQkBZFLxWOxjz/O092CIVt8umbZabRbjSE9zU2f/jjsD4F8VISvRwpUti8ViWpmkNBR3qsypzPUsDfEPv2vS2rJaeCJHlb/9R9TSfTLiN6mJjb0TZtOihtBF6zfcAGSsA3gyU724bZ4TYZtk6xGAqGtDQWgSTJtN80ochTFkCQEkTWoMmT24sm2ZFKBb+raTAPfOZSm+RTRrMs3K0F2c8d07gPi2Aknmja1vW3U96Ha1MZEByKQToZMFaeM//G/fYeRboZc1ko7HYsk0APj0o3JUcQmSy585eWhBzwINJZjeXVU0fo9R71ietWAwET+QNv/5//4/Ef0HvjQAQNKrl9QXCQ4gYFJSKsuZ848tKMIgaH0mXxoA4vYxRgO6Z85stZgNM0p8Qz1z7gwgY+2pacLwRndsNpvNajVtDXQ1N3Dn8wfI8c5i3nSOnbgD++q6b1D9RovNZrNa9KN8JJbQv3uXbcH4byck1isT1ODxlKSTIhkbkDGYvUIelzfjeKjK6zkqSjh/uCF8/99+975t6OTh8LEGicFLDAkwM4ubyH0zJpvNarXoF/n4OrzuGABcCyxsTQN/2ZbFuiLqrMbKTL5onqendsX1KPqA6SPHxHhwq4/YQJStWa0W8/oQr72hQ7rjAQAI6mWYSmTPot5isVjWZ2lNH3Aqc+hiWSJgi6USDp8/d5JKZqMNZ7m7XJZh8JLJISFRvr63ym78xE6R88EoAEDMczLUUdYu1O5FAQCi2+xytGDREbubb/2Pf/rDW+5WOGsj3nUBpZWw4HTqWL0SrZRFEWqN11Dg1+LVC2osFPD5L42j3Wi82HZ1pRP2SCayihqYpeL69Ceu3VF0hehlsoikTdZOYuGxDbKx3es4QCawo2qrEB9C0KrhoLDjuagP8cspClq4aA8kExZhNVXneOxZko4xCq6zZzOSOZY3kKUrT9GzbzcFVe95lryR8ANLlLIu3bE7eDSMKuVbcsejNlU3UzB5lr7f6cWimTrzpd8XCGUHopGjKU5dMcf6oDLBWSaRrdi5SV1om5oYw3u5Md/VlpzW2b3j8izx2FXfVAs39O4MQHBByCRU/SdDH7n3OqYZ1fw9AIDrcRoe17MZhYAO3dU3f5IBgGNtcwnbEAu793XdtaJDAIDzIWInSbwTA+9wK0W95gSA5L6qqbTHmo5cGofpDbITAACHGoejKi1xcGkbyQMGNwBEzPLG8l5rGtL+QzWmqLUT295E7pZv5ho7Fb4N+L3nW0p8O3bsGCB6NNzH543NT8mEsqnjDACAf6YLp9pyuCzD6ArxwYuaTFjFbSQWAYeQ6/bdCYCMb7uvrVJqh4BZxUZ3TuZ2EscvJkko0fJJMBEz8ato42ePRUiejBCxBP52NHMkRZDla09x4oIbvZUfeqx5B6m+RVJJ1+SpJ3AwiCwX2nLHI2YlnSmecaZD21wMmjVhuXpqwV+TVyao4Sv72uDY2p5pdXrVfjLc26OYzQYt8k5RsP07Zy7rCO5HNEvBxI1kE4M5hvEkap8pAVZeFVljyW2gvLWOcbCM9WjGu8SlEbkbTy3hnWj5oXPMEcxjn6l9RRuBM2J95pOaDp4tsKrZy7cP81SZsEnUjGEP78VS10MtzXS1OfdKe0z9dDxtzbJvWJtfW19bWNXvntsHu0RT++6HKZKY73xDM7R2uLs6tnhyudzzqZ3SV4JRALg5WtUycayhcZViOwIAMSO/nihdOY2GVshFGJ6A0qjauM8AgH9TykCRF4K3W3PLeuP6jG7FdPSbnCn5SnjFgpqOBJzHm0pifUVNa5di5ermLp5OHwz18kRjZ2kA/wIZJ9u6uA0fDbUVUXRHp+dOp/P87Mx57b9LQGpX0kyWzB9uTpN4w9ZQGkLmR0HVcjpQw5dPz7kc6ECJJg+8JmUVUn30LOLHxXIvhdhjc1/0t2O6FAt2p9N5ee12nS8K0fVd41d5xyjPBBVZwtt+ikgY3pLTKV2683Q8FLxcklNaaioQRNXWyWUwkgqdLtJqqjslc/azs7PzK2/wLp5MZezamtbelcvn/ujpePg+njof72YzkR0CvWE/mL5dVGp13Prins2A73xLiSJO+QAA7rYVNAJe57rfF5L4owYXAKTDenYxetzuPlpRYChzQQCA2w0hhUSZ9tzZevCC7HbvxM0Koxg37fDsz0mxjzFCl7kECmPBd2ti44RzuRihHzDjF0lIJ+5v/KGIXdfV1SXeuAWAeMh9dTDOxTRU17Qyxg69wXAC7o8WFazOuWD6bITHk4w70wD+eRJOvnN1e3c42Paha+L4zPm8BZNWcSNZumjXTxF4I7v3GbgxPgqqmo3EjD4Lo3qhaUOKpw89O4pKpObkmcY5F7hkkmDX7VS1YWh9i0fZFrw+nRegELTJF9N1DzwT1I6ynp1ETnXvN6W0LvrkRToWCl4uSkjN1ZUNZPW24yIY+TWHq69MUDPpTCqZTKXTqWQqk7L1c3jy6cs0gHeGgFWY3bc3Ni26Vq6/2NH0YEcPUgCnzwSVqNy+eFyfyfjtY101LHMosM6ntGHUZqfTeXHlcrv3x7rr2oXbnnwbOT4V1EzEOcMsxU8+y/gNexockTd6ap1vR3JnT5/PHqfjkftYIp1OZUmn04nwzV0k8bTkkEklkqlMOpVMps/H6Z/Y6QfOciAOmfDhvJQm2/U6l5UCxoIrA+lHQb1dIpWyZo8PJmVtis0YwM2WlIHCT7ghlUql0tmq+83MjnyFvGJBjZj6O9rwkumNrW3z0WNkoqR9hMkVzp8nQ8sMvHzpKgKpE23dn759W1JeUVlZWV78rhInW76EjF3WRODPHCcyp1qqdP3Ud2PTdlTmFdTQAhUrmbJdbcrL+Us3zyaKgiZ1L5tpuLge6az6859+KKusrHz7x3/8pz+WUaeuEp95qT8rqOmD4R4OayC7NhRz2c3bW+tT4s42pNYSBwBIXK0rCe8+FBe/K8H0Ttlv45njgfrukQPPp2Og07EuOqenlzW+aDw+WReqF+YEHTW9eo/reJpdQZkJAADc76hoRLzO5dJ34RgakxcAUtEtXhlaZ7nYHWNV0xduAQBCmxIKmTLtvlolYNkjewEAiIfW2GXY6b1L02B37WMWi9VeAoWx4L1YxKC5k/YbAIj4l5jFqLHT3PrzuY5Eokj0IQC4WKCjUHT1rH5723KS7anTF/rhXopoLwNwNMTgipacydBid6dixRWFxJGm7k/fvC0tr8y2YFWnfPUKMgeSRoJg/iSRcWi6pBvn/oC5v6Mqr6DezlMw0pm9qw1pOX859OyTKLDT18Ph7FxcDWIr/vKnH8orKyve/vEf/+lPFbSZ689N2n5WUNN7gzwOZ/gYAACi14em7a21CSGuDTVg/TXHqa9MUD8mvq+l8aSrV8ngPLVTue6Lpe8s6rZy0R5EneZxYc9SKHE9ScwrqHBzuizqoG0Fb3YUmG//5ZviysrK4u//7Z9+94c64Y47nL91PxXU9N3pNLNcZnx+1tU8lSEePNyZQ7IHzNf/v3einuk+tdMqzvJNEmIXU+zaFvnO/s4wsRNPX/AD2HKCSvhAX/CFbnzrIuqIMxYwyRko/Hj+j78CvzivWFABMsnwqY7WUFXX0snu37DYfVGA1ImGKR5eXdf1dquXj6IA4V1Neyl3M5rMZDKZTDqdyWQyAEmbpInQO3WQAPBvCCmCUdNqP7pGmkdQM3ZxM1I0cxQ4HGigTPqeTQM6Zjj4TrHdf65qJfRM7scymfT+SEtJedfE6WeTAH5WUINLAlInffY66bdb1tXszpa6qib6xFk4mUnHQ77rbEiWTDqdTp6PdzV1SlbctyZmG2/59JmXTyrkOj3xRy4mKBSGemlmYc6wqeINbjnWtKRKzlrAf2EaIOAmfQAAoU0JjUCY8MSO5UTBeHaEGlpnfsBOnnlPNjUkwmwQACC41kMhUWd90UNxp3AmO0L1L9GL8LNX/sNlFbkrq7v+RSaBwloKRHb5GNHCYRAAotdz1CLc5HWuJk7HSCRKdoQKmUwmuCEjNtfWtZAkc0ar69ZnGBPi+FtxAEge9zPEo2sbozy6etURB7iz9reX8bZjqY9aMGERNRIEs/YkgG+d3yUcM62o0bWyPIKaPhQ0ISXzJ/59TQNl+rnHxskkC0+QHvnP+poJ/JnDeCaT3B1qLi6nTZ19tgU/K6iBBT4Jz5x3J3yH5nUVE9dcW93MmHT+2hmGXrWgQtKupIvH9BvDHKpm4zwBcGtUtZXzzQBwezIhY6lmF0fpDHqf8RNBTXutamR17+G9f62HhqPNejOZjHuT21BSz13K798AeQU14lwRIBjrz+w+ZZRhCdyJC88uF8mZsz/rvtL37lO7+6+NDHOmI39ipxXs1VDk3r1BLf6+vLaurr76w19KifKV++SJBJETVNqsOwrp251hBm9wfkXZgy0I6m+GVy2oOZKXGzJat9zoB4CUfUit6+tsZIzoT+4BIGTVdJR/soaasoqbCL1T+zEAgJttERaLaa8slx5B0KLhojuncmUKLLFqWoXL12EAhwaB7Zk7eBhu3BlETW1k5WESjmSNBP70Yfa4Z4Vb/l2T0vEZb9bna6hlT6VKnk9SmjFcvR/CVjmdpth8FgAxdWPWdZUTxnNKcKrFUXpHTxPBBRwCxc0ll0rv6YgtLXSrxzNLI9OUNodtVIotadRanPtTxDLm6v194HyGWkJejQGAU0vG4CSWBNxNoTHsIUsSAPak1ZWC/VTMdzhOKaPqEwBw0teJISn3khDUtaG4E/sAkDAJq6okxxB3WYbJlQxDCgAORWgMffAwCf6hRmTvvAMAwps9lbWyoyc1eS6oT8ROpzkU1vKOfVZJos5nA40mDwdVOiW+gTG6dRoGgBtTf0eF5OUaatIsbCTwZw5jAADBLSEGg2mvqpCfQMCk4mAIMznvJ/8Co6pVvOYKZzLH/XVY/oI960aZud0SNLZ3qe0psEsaCMLZo+xx9xK79Ptm9eln+sWcoO4PIp+t7CYcOlIzjr8VgDuzlErv23b/RkJYvm5BheS+RjGmIjYwxnacEYBMcEfVVs43pgAAAofL/dS6kvcYhtaaBCuvijK4lyvnxSyloV66nwbPEo/a2T2fNZ/k8Tjqh1LCzFF+J+7UvryVJJhxPD8Wdm+LKnF9jw67setpcgVaOHeeguB8Z2NH92zu0+1ohtaCwC79teJ2piN/YqcV7FWP27EuJArN2bmw6P4gVyDccBz0t5BygjpzdQcAUe/+BB1RW4NCUabcP/2oAr8UX4agfkTSOc5veFvC02eXF++s8op/ryQp1BqtVqvVqpUK3epu4G5fWN3BGLU9fIrebFPf/Mv/+5/Mfbi1aUg//rmp5+FkNrGtQzp9nP1H3ZsqSgOSpNKolLJeelsHUWP0AaTN3PJnt4LAIrviD+W0DUc+13z/LOZ77OCh6+aov+r3D6VSK8UsUguVP3f+manB24tlGaaF0K1Sa/pVfWIWiTO4dHwHEDuc5LW2Y8UKtVrdJ+A01yKESxcAZ0MoNIa/lUroUd+UkKaO7q6n274hzgai8bvjUU5DM1oi5zNQ3cKF4wgAnK72dDRiuXxlLwVLntpLAiQDe1pmQwtOJu+hI5nS1dMoQPpkid3WgOsRKLlkHHXWDgBxr1lFa2jrVMh7aEh23+Z5DCBln+9uaSTwBX1sMo6xeJx5GgocD6BQGO5K3o45fLQowDROPnonJs/HehBvS3u2r6IAkLk1yyr+vZLcp9Y+tuD42l7wbpdf2cEc38tWeyagJ3/3z7/7C/sQbs0qwo9/ae59bEFCG1I2m22MjEuvJDcgSWqNSinrobUhyVqzHyBtYpd1sMb3HqbzM745ZvkfK7o3T/N9FXlmUN9iR47dwQNl5b9XkpVqrVaPZWGvAAAgAElEQVSrVoqYxBaaYOHi13dCeskrF1RInA5z6n4sFxpdMQBI+TcltW+YWw8ef+GTKcrv/6d/blHb0mBmFFXU47kqrVbTr5aJMBiUeMsDAFczNFwLfvLxuzN1rOv85geEcu0qT56x1J60saYM0aXQarUajVqjHd06T6Yi9pledCOWru5XKwWMzlYcd+rkDgAgcjQjaGtHC2UqtVol7m2tre2dPf5obiNxtTOr33ff5dNvxyD6pZ12vCGPH1qne8hjOZWOHMpYjB6JgFaNFywcR25mO/7SOX6R7TOTAXNf0f/+j+9w4x8JavjMsGRx/gYc4r5CvkBBBfBujo0uma+yixsJn2VE3NPdRaXRaDQajULE84fXXXe31ukF/aEn9/b7zZPqwU0PxP32JSmLQc+eTCL2P6S5eCB9tsCh08hEQo965iw7okm7tsc/ulXabx4US6cO8i2upM6XB5f2/ffxm93Rx1JRSAT+0MrVT45oYn6ThkKm0KhkAnNk2/lkK75tCbebQqGQaD3atexEdWB/cXHJcJkC79bosuXiJhk+mhtYOb5PAkAytD9CJXbSZfN7uRFv9GBSxSIQGertm0f9iwWtQ10EXHff8mGuJw3vjimYBDJLa8wN/qJek5aMxzFU6ye5V+HOMiTtJnZxhywfD/ECe4uLS9vn+TYrwL37aGt2zZlL8JHx6EdGl6zXcQCATMJrHhbzuqlPLSgY0bvvbiyTC5v2p03CPtOEemjLB3Hf4YKU2f1wMomk0V88b4nU6RyLTiUTCT2aufPsxanrLd1Ht0r5jFqxbNqer0tKnC0NLB0GwvGgdUT0UCoKCS8cWb/+TSaCfO2CChnX+vDoym7WSyIduTRNDW1e5hxvws61Ie202Z0Bz5auj91FpdJo1C4Ko0dmePAjCp1sLM+tHD29jUnnklqkXLl8+SAAgLv9xQHuw5tGpdC6uZN7sQwAwI11jErpohDx4gnDR4kfA0Z5D4NMoZBoXPXy+cv7xU7mFBObZ4F8r0bwUztdGFrdc52bF4zep9Pizs3l1dmZCd26+SyQjJ4saJftt49vdPJ2d2ZwcOHwo0+/0IEUQdade38jcyRfFV+koP4miJ4uCqhUGp3e/QCti8ybtObPwlrgN0jEscDv+qgFqZSeqV3/z1/5W+LVC+rfiXurlsekUWmPrUujEBmq2b0vIstYdHVw/MQf/E1+4H3hFAT170Ty1rkzplKp+3OolX3D+mN/YSLmlZC8PTeMKj9qQVXf8OZJ4HW1YEFQ85K6sc8PadVPzavuU2jmtk++iM4o7LwOpBIFPf0VKAhqgQJfMj8hqDleHPkaBLVAgb8HnxPUF+ZWENQCBV4lBUEtUOAX44sS1HQ6mUp9FPEvlUxlw5Y8O5hJp1KpdAYgk04lYtFoJEv0yekv+0MkR/SzmxKf3e3T0sSzV8dezr1kHm8eTfyE20AmnUomEk8Fz6RTieSz/yOdTGUenWgzmXTuX/q4MJlUMpXOfH4nZCaZiMeSqU8uSadS6fRHB1PZ+6RTyXgsVzHxXM1k0qlkPPpUabE8PpQ/X6pM8uHen8xXpaKPj8wb0rHA53htgprJvnvpdCqdyWTSyfiTJUYfwqVk0smP7PPxVcukP36vkrl3Jp27+XOTj0SiP/k6pROxh+sf47S87Bki0UQqlYxHI5FINBaLJ2LRSCQciSWSqew/8OKKaK4kmUw6xycFyDzWQOohV0Uq9qIjyqRTyXS+Pu2x5MnUUzVkUolnlRiJJp5V15MtZ805/axgP9FtFPgcX5SgXq+JuVyZ8dH2M+4lLnvEoFfi6hHijZy3wcV8D4+nsSbhVEtsfP9DUVlFRVlJcXltnWTNn8gAwM2ujln+7duSioqKiory8pIPb3EDtuv8SxIZh47OEY3vvti0mL67mOe3fCgpLX7/poEk3LiMPkhnJn5n6G9rqCz6UPyhpLqJrnPG8gtP5nqeUF1exVuPZwAAYq6dnup3WNFG8OH383ESWTJ7cg8AkPTtDJKRg064P9SR6hoYq7ldrKFtQTt34vBz/n6JfR234dt/QWotvgdTjbutOh5/cnue0VBPmj17vC5qkaE5I+br+O0arbqsqKi0vKKipOjHGiR52h5JAUD6dILdUfTdu9KKioqK8tLisspq3nowmt8kQ1v8Nu6E3fdxqdLxiy05qfLHD6Ul79+ghfPHueipyRvHBKukvKy05MOPxU00zfbdbyf2/G+eVyaoIefKcK9oeGFSK522HW9IcUXfviupqKgoLystK0ErLZF0+sbW3/zj+w9l5RUVFRUVJe++beTozLepDNxu9rTypo/9GYBM3Lc/QisqKy0rKXpb3MoesURSAPF9NeHB5CsqykuKS+s7eBv53QTTiYhJ0d5YUVRUVFTe0K6wxNMAQdMQrfSbHx97hrKyMqTGuDvVg64r+1BcXPTux6LSsg8/VuJVs/PjQoFwZC8JdhUW8djJfKisb1Rs3iYAwGUc0co1I2OafvXKC9fgWMA4xuENrS5o2IqdSDrh39YyG968Ly4v+fADbmDPnQIIH+gorQrr0/f45RyX29O/89gfH/QjSeotbwIAIHa1Ial98664/KG63n/XJlqyR9IZ8K3S6yqKiorLKyoqKsqK35ehuVP79u3BAc3oiFauHdkpBNn/r/OlCGrUf3Xlu9mf4LBYI3sP2y8uJ8mdipVjo6r6d79/WyvYfAg3djpKwOMFW3HY41UgOeNGt9/v9/svj8a665plhjiAd41PbkZpDvwPnM6wahpYyxf59pVmDpXtOKrK8Nw5MBP3rfagmljjJ36/33e5OUisreyePUkCZDzz3KYSbL/l1O/3+50HfbgPtV0jrmji3nd9FfgouGjaqWv8U1kpVupIAkDi8kBV/Q9vsbTZ7Ha6xOGwktFSxjNc3wNA0rUmaSiVnMCtbRD1b//zH1slq9fZOggukz909luun0tXJuK7uvLepwCSezK2iI2pRUmn9n1Z3Q5s9WG7J2yHU+Q//q//geDMPmyNDW8yynFy/XnYO438AT9sv/D7/X6/27rAwTXQZi9TAHvSJhRFsXqZrTKva1OKrsAOnOZV8uASqaiz3/ZRereU26zobCOo9R6/3+87GKMiatGDR3dpgKhFjKxC9K54fH6//8o8Tap7h1cbo7Go33XlDRc8L36GVyaoN8dzChJNMTEoYQ7u2HQ4LF6w4PT7/X6/z7PCqUYO29znK9KGYvb6o3l6jQOYBrRkw5WJrZPe4wcP/RkIb/Naq5oker/f7/c7t0ew1UW0MXssaeNWPpm83+8P3Nzl/6BN7Smaqmga67Xf73cdj7MaK8kz92nvEpvY1jlk9+e4CccTkbubgP/KNsaqLWZv+P2+wO199ECD6STLjQkws0pR/Hlr9onn+4PUmlb1XhJcGyoJR9ynEomE00eRoMt7E3kcBUe9m2ocQT4/ISYKza69QSKyTai/CPj9/pNpRkUtdcl5E9rTNr9nbcVzBnQ63NlJ4K9lGylhlvGo6DrJ3l0KAO4Px9j1VYKdxxJfb8hbEIQhmz8TmEP/gNPazh5+8Plv7iLxo2mBWKTsk3AkfavOv39zf3G8dkFN+x02s9UwoyCjiVKbxzct6hFl01BkXGNEgnbnzHs4TigmyUZ4SNnibRoAzscpZLLYEId9fg1Rob94HOzEzzdkaNxEMOXTCxl4xurTjsnAVMeP2MFDXx7Ty9j70USGxvhMUNM3jilKJd/45Ax6PkzAUSSbd1GnqrmdO3aQG87eX6z2sZj6I49eRm7uUixbjKY9ZygFAJC5mEJ9jyNRUWPXAOnb8+1exAcsmZ4V1NASlyafHuTSlVvHNxkA94a8tUruAP+OupfSRKVrBeL5oxgA3KzSykkDNlcmW1cnNrPVMC0noQmC7RtIXU9RehTzhlU5VTBj82YAEn6LFNW15vHv68Sk2i7WMJ8zsRsBgMg2p4ao3HKGvbO4D8zlm9z/5lrq43QJjYnMibKFJJx/+tgOG4RVRRxj3onfmxVqGWlg91ksocz93pScghnONQaEttg1mL5tZ+h+g16KGnpKcgsX63KBaMhxetRPReMlk1tWs/XY+xOT8l85r0xQo55z0+yiyXFoXN25PB/Bknlj9sffnMqm97xlp2NZiaxXP+vt9wSIdtqoPZHaopVSxo49d/4FSilOd/ZkgaeLAr5k/Mx7KKon95v/io1Pt3pqURN74ST7V+x6WdzZdxD2rnDppB59PjfvlHtN1lYrfyyrY7CTSFOaE2DhVpL6n9KiRo6XxBjSbCB0YttZ3zZZDUbT4ZVjjC6esFw9vMOJkNcyOW1yOozz607/GhfXgNKcP5iKe7KLrTNde2zDyDLB7tPTPTNUCkWYDUPmnaKSFEs6LkVp9SYBIvaxHmT76NPG1uQWvRwpWDmP3y4RilmrL4YJAcuWwWAxGdYNlsPCuvl/nVcsqEn/yebqpKQL2dJO5Ot2s/p3quNzhIP2BIBrvJOoMl3fh+1DqErJptc+LcP06cMAF88ElSBbO82FEwiezTJrqJuBwI6iq76eNb62traxtWMyLsoorRSl2ZsvJkEeQY1dzbI+kCafzyQ5JsgUrubIuNCB75k5yTfSBXBbp3ox9Qgsu2901nYWjJzPEooI2nFOz3Y4fnlm1FIpTA6xa9oDAIFVLku5dp72LROout1wOu3ffBRUObOTtnZ0OinuEW1eJiG+TisnDe66EsHT7ZUJSdf/x957PzeWZXee8xdsxMb+uqGYmIj9QRGjjY7prtZu70ia6W1Nd2tbXSN1V7Upnz6T3oAWNKA3cAQJgp6gJ0GCAAh67x0Agg40ILz33pt39geAJJjJrEpJqarMqveJG5EJ8Jn7Ht5532vOPaeiuIxAn4uHBNItt7X3jl6G4bSntmNB5ImA42iwvGHVCY4Lbkd13bJYszHc1bamCAEiTBBU6prlpkkQEi/QG6rHVAENp6q8nDKytrOzsy84PORzaFWVPevGe5v/rwpqQL0+QMQOHCb0WYP7XTlNrAPFxlA6fkJ5/+Bx8HKxj1xWVEbqndnYk5pfl5HgB81LgupwOKIJs+MIgkSj0UgkEgqFPB7Pdy+od5Cx6ypL8QMrOzs7O9tbE5TigpZ1hUO3P1T4om50Z2dnd18gFAqme6qqm2fP7ODbo6Q3zIh1pv2uFMLsPc+eX9iZj6vrYm/s7OzsbG9v7x1cvC62vVswSqnANTBWNjc3dw5Eseguxq1uQj62bX5nJ36AA4k1Pq8Z0G72l+YMXFzXPEFQCaPChBw44llqDnnzjW+n6WiSXFTSODyzsbm1vXtiCAAAuEVjRc8qB9a3duJwGnNwpEGeGwD0C5TmyXNLRD1X2bhiACSgWOzITSVydnZ2dnkHh4d77Lbyuq4NuRtsq7UvcG2TS7GL2dwRiJQ2NBbEv5FEQbXZbF7vncnAmLmFw+FAIOB0Ot8tQfWfTZHwlF7uwuLy5uF1lLioer6ljb4g9ZkXG0nMHVMQAhessrTOYwhZ5Bu9zRNqt2GtiUS8T1Bd2p2+EvKuxXHCxD/55Hk+DofLe/a7X//6YyxD7H7Nk/aqoCI+7Upr2uAhJLzd9WvNzXTGxckOvo3JV70mSKxbLVydm1tkdxAqexYkVsU6Kb2BxZvuHN9XSYVzHX0TQ6115EUbgGe7rai4lDa6sEAv+ayIqfB5rQeMG0Gtql90QlA0MTgwceTyCNuySdwzg+dqllxP6eMuLC5vHSljFXDtDXXQRzatAMEjelXH3JXJcTxY0bhmAPBcTLSXlU1aIHS1ONbH2Hf4znrz7hVUUKyNtBFH5H7dFD7v8eOMYhwOl/rJL3/1UXr77mt/11cF1adYYVIr5+7MJp0x8pvZfNkeu7B91faamWa/5mR7eWFxcqCxHs85ujfA2w+dREGNiSWHwxkdHR0fH2ez2dzJydnZ2YWFhfX1da1W6/V63yFBRRSTJOzjB2lYHK60tKS0rJJz6gVALPzejE+eZpeW4oqzHvzTL//+IX4plkPNuklOb5i51JmPh/I7tu6ZDQgcdhdmPn2RXYzD4UpLikoqyUN7tle2ukW9Qq4rK8gvKMFW9W0o3VErb7DmyadJBThc7ADFZPZZPFH5GwoqOOTr9BLi6ted9RWiqvl+Yk5+YXFOTn3vmtzm94pZ+Z8/zSgqKcXFwDz5YzqRceADMM/VY0rqB9jzUy3YLyrnXeDVbLQn//lpTmkpDpv26W9/+Q9JLXsGPwCAfqn62YuUnMJSHA5XWlRQSuiZv3y/1li/g9wIqtVq9fl85+fnAwMDsZipHA5nanp6fm5+aWnp4ODA5XLFNPVdEVQAALBs9eEra/Bkaid7flvhBkC0U62Dk+tLo20tnF1FCMArGi9L6xCEAfzGHXZbP3uS09ra2Cd4RVARyymjCEOXeK283ua6pg03AIQUM5TCPCJX4ntzQQ0ZhUPF9csJfdagoK+ujjarc8p6yyhTiWHFQtYrwa7S5JLvLfZ0tjTWl5SSWUemMAAgqtnadNqsRLI+2DYtmGdM8Q8HaNXkVQ94t3vJJZiC2vq62npCUSp2RmnRCZhlmBtBnTUCgH63r7VjcXOSmt88ITLE71UvvqKGQG7u5Czum6xXI11dvSsqAADfKb2mf/1kqauGtmkIA3jOJ9rLyjhqADAdMjrbp1en2kuax/iqVwTVyWc24eoXbGHlWCmxe0kGAGAWtBZhakaOXvsOflVQQ6bdiU5CX2JKbyO3qrBl/txk3CDldQgTnpGQ9erkUGSxmA6WJjppDYSa8trudQOqpa8hUVBjSllYWPgf/+N//Kv//J//9m//9rcffvj55188f/acTCZLpVK/3/8uCapkrJLYxr24O/AQ0Gz043IZcgAAl2gMn1nYsqHzAgBYN8lp5Bmp0WGcx+fTRQl9z6Dx/Pjw3Go/7c4ljgrfIJK89WpbbLgZkvKcTeGxFRt6y25nE6F9574W8RsKakQvGMDmdInuS8Z631HNl2Kx+NoRERD1WHlm64pEezxVmfHKkG8vPwSuGUpVaWFxbV1dbVVdSVbFps1xNd9TgeMaAADMe72VWbhegTUAAIhmsTa5edOOdkrfJomCGgqFeDzef//5z//iL/7ipz/96S/+/u8//sMfHj58iMFgOBzOuymocZwXc4ND0xcOAEDU82PTvWUY2rxQ5QcAl2i8LK2DH4gCgM9wMt2U/fBzbMPocQguujAk5tHN0KxsqgpTxFQiYN3raaomL8ajaVv51ORn+UP79w86IldjlaT222keAICQ65KZW9I4cxazaLeUXZlS0bduRMArbMXll46cx9uByCmnMjuPKNTYzxYYA4tniVYWVs3VpLWua4yigUJMVfOEWCPoo1Y37dg9u0PdI6vyuIUa5qqrJo6VW6MVubeCGtNPA2+8tTrzyz/VTl6ZE+XGfjY7yFgSC1fpPW3TV7FzBkV9jcMj5Ly2PXMYAFxnnPayMk6sw2g5maHXZXzxx0rmic5nXq5NabuZRAprF6n5JbR9K4B4uBTfPh2/BN/FeP6XaVTea/JuOLYo6ZRZ1Z2Xiu1suSWjclgQ30W13IRJbd3SeiKgmSrOKum4TlMTMkySUwpIbJ1eszY2OHXyngUC/PZ5acjX7XZHo9He3t5HDx+WlZXRaLSRkZH9/X232x0MBt+tIV9EwqwiNDMP74YDDGg3+0sxA+fXnyar0p9VjSp8AJ5tUippSmoNhRWsgsyyvqO48vlV47UvimkLBtdVTx6JefwG4T8Nc0UYHPswfgDEzO8pKVnRWHY7XzeH+npBzSRP3MxGhi9YuOwyjjJ0zxHuwydntZQU0bauX5HhTSKmbfFSczxVmd5xcOuUpJwmEhsGT9yOhY7OyZsWu5hdTlgUy+bo5cXj8thXHulwYVIKZcYcAjAt1Sa/MoeK8m8jUVBtNhuCIAqFIi83NzkpiUgkdnV1TU9PS6XSUCjkcrnerSHf14GYV7rynmV3841BAECcx8P5j6i78XUrYTOv99kvfl8wcByBi46MlOdZOBKF0kAmEvD5NU0zVw4AMG604YtrZm7UwMLvSHqUTJkUe19tzCESZmXOoyf59RQKhdJAbqC0zIj84YjpZLq9HFdIJhPxlZUVZbRxvs4PABAxn8w31xTU4QlEIrGuNienYlyov7eJGFZMFj8gb1rM6mXq48etVxHbdhuxgjK3u8UcYy+rrlu8Yd1CWS5hfKQ1L6VPChYenVRUxr3OVOHgdef+8/+bMnBpebUxoFpoa27qOr1uhAdEPbgXmfUrhjAAgONktCk/f1QR/6P7hIH7/X970nloCFjmiz55iqnCUygUMqG2uhrbPLynDwNET+i55U2cm4D4fhGz9LMnpdyj+8a2HBv4py9SCirJFAqFTMJTO0b3tBC2ny/21OHKSvEkEqEYV0Ye2ZTFRu2cV6sDtWX5ZDKZTKwuLc6raNl5zTw0yqu8JKg2m83j8YRCITaLVVpa2tPTs7e353K5Yn3Td0xQL4eKKolDgrs/tl+92pmb1HV6/dmnma9MfZDTtqPXbRCe1oyfmwDAerZAr8IVNJAbyITKImxBTZdAE4DIYUt63OQpFAqZRGzq6NvR3Htu19VKe11BHYFAJBJJJBK5j3NsCZu3O8sefJpZQ4lDJpMnDkz+m1old4niu0tGcZX1/cIQHNOSk5NyykgUSgOJSMDn19EWpK67pwoqVkdmdqWW+94DUat4qbe6orwMT6SQyaRaSsv0mc5tP2bkP6Lu3wqqnFNVTRjY3JnpZS4fXC+Si9gvObgC4lhfc0HOiPR6U/cVq/D5Y9yg0KJaLP/yeVZ5XfxaCPWtQ1Nn9oST+66Wx1aO9W7UNeHNeckpKaapapWKQCDU1tVyJjgymSwQCLjd7nfOKen1uK74gnOlLQwAgITsysM9seVm/XbYIRXsCWU2BFyyw81pNpvFZrPGmZzpJUm8Jew3Sc6Pz3QJPkiOy93l1eN7R4oC+ov9OQ6HxWazWaxxFnuSp4jN94V1B5xxFnOUscC7utPEDqo357ljTCaTPbX++lj5iEd7vHdhCgZ9VuWJQOWDgFlyIRKrNGqNRmO5jacADvn23qn4UshXeCBglV0cn2pvu35OuWD7QOa4x/HCoZaKxerbHzBoPNoSKB0xv56QQyU+PFTdVtujPtzhX1l90aDhaHNxksVisdnjY6Mz60JTfK29Q3Z4KtY4bl8Kfg1vZZmnvM/nA7Fe8tamWCwWm81mjY9OzKyfxxrVYePZ+ujo+PjY2NaV/c4ultMpNos1zhybWDnR3puxBuV+XvXyjWlqIBBYWlqanJp0u91er/dd8fK9g0txLLpQWO+6cEe8RukhX5pQoaBetLm4fWFzmMT8M7UzPpaEGA+5LBZrfGyUu35uCAEAhG2Sa5Nnx6x+ZvHitdOZAenm/MQYk8lkzawcWgAAAhbF4dLkBDu2O4vFYo3vSByhe2rlVp2IzuU2BBySg/VpFiv2kpmYXZW9OtgbNh6t8s51ztfNWrjUR4ujo0wWa3x84dwWBYCIXXG4J7beRnLwaERnF0qdSqrSm503NhgOmiXbeydi8dGhMuEV5FMJ15Z4MqfTINpdjtkym80eH2NMrewpExsvAd1kVeOU+HVZJVHu4VUvX5vNFolENBrNyMjIyclJMBi86Zu+L4L674NL0FNXji3EFpfEKMrPKWkZ30fHHL8G39UMEYvFFl/fsxJsQV71yK4Gnbf51rh32UxMU71er16v9/l879CymW8d5zmX8MojOrb/OtfBHxTe3fk1hcGK+ie8Ofcum7Hb7aFQyGQyxeZc3tFlM98yiN94eSjg7fNu2NvlncmMPnRA5LVEAzblMe8O+3tCqdGNLhv91ohGo2azWaPRWCyWl9bDuVyumFvvS/yQBDXqtymP9vdfekRlJvQRBYCg3eWNhlE9/RcQE1SDwfDq8lOv1/uqmv5wBRUF5X0kJqg6nc5msznfDJfL5Xa7DcYfgqCioLxN/H6/Vqu9WaL2JrjdbqfDgQoqCsp7QExQDQZDTCnfBLfb7Xa7fxg9VBSUt0lMUGON1zc0N4/H884KasTnsmiVCrlcLpfLZDKl0RMBACTkNuk0Cpks9r1UpnP4owAAUb/T4vDcJJwI2pRymUwmlSr1jpjjCxJ0243q2PHkcplMplAZXK/3efeYtAqpVCpTaIyeWLS/oNemVyvltwdQWTxeh0mjlMvkSrVWp1bKZFK5xmx3eVxOhzuAQMhti59RJpMpVLpvilYQdepUcplUKlXq42vMw16Hw+G6DYWAhL12s9N/fZWhgMdpuQk8H0q4QJlMptAYYk590ZDXfqfmUpXZ/doMMmGvy+202WxmzfW9lys11gAAQNjvMGhUt7dQHvtNAOK1uk594TXJpDK5TCpVmePe1BG/w6xX3VZAptJaXh+7N+LQKOUyqVSqMtpinlDhhIdBLpPJ5Aqtzeuz6WL3XqPVqhUyqVSht7vdbrvT7Q8jSODmjDKpVKm7NzjWe0ZMUI1G472qGePVb74zQY2GfR6H0+Pzup3eYMjvMmuUt4+UyRsFACToMunUCpn81pxjD3vE77A4vDch4wNWpSxmzgZn7IlAgjfGFX/c1Yb7xnajXrvJ4bnNURMJ+hw2l893n0VE/HZz4gBxxO9y2h1+BCJeh1mjiFuyXKF23DkR4rWqpVKZTCo1OK+dfiI+m0l3fQKZVKo2xWJ8Bj1Ot8frcTnd3pfzU0WCXrfT5fF63E5vEAAgYDeopFKpTK7SOhK3DbuNMfuSqa1xr62wz2YyGOz+eAiaSMhl0Zsd8RX3QYdJJZHIdM7E4GUWhVQi11g9CSHO7EaVRCLXJ3pUBcxyqUSutSXYqt9mUEqkCkOCwzDiN8mlEoXO7nvJpMMuq9MXQQCJ+D0Oh8fndTtcgfdmXs3v9+t0Orvd/jpbi5lb4sd3WVDVC7TiB39+nI7BYLKzs7JeFDSvGpfS8qoAACAASURBVL0h5+lw9icPX2RnYzAYDCYj5QGmrm9F5YmAe685i8QWGaIAIYdsp6/2eXZ2dmb68+Tcqu5FnTsKkbOh8qwHXz7PxGAwmOysjKzCsvZd070v9ZBDt9aFxWanpqWlZWZlUZfNXgCHcKz+8R8epmEw8RplVjKFZ8t9hKLstLQXjz7788OU7IyUnPrhxaXJVmpjvzAEVwPFGQ8evsjCYLIzM7JyM2ncS/trJTxgkc00ZedlZ6SnJmXmFdN3bQEA1SyZ3NC3f/MKDKvmatOa180xN4uAaqOrCtu9F/vtgqLBsqwHX8UvMCM1KyuzcdHoRsB1yiE+/sPDVAwmfunpOAZP+5r16H7heD+jn4qvKHr24HkWBpOdlZmRnV41cOIJ+2RLzc//8CAldu8xGSlf5dPmj+zBKKjnatOaN6wBAMSjP5yi4Z6kZ2ZnpT1NwlLZfHsAwLXTkP7i0bPU7Ou6lTeMie73FfEZxNyG9NzsjPTUZxmFFQMCexBANUctevDJ44z4FWTnYSmzZ+dTjcU52enJTx589tmT9Kz05ALa/N5CX1Vj/5os5N8jJz9//CItG4PJTE/JxhYPrGne9/BLMUG1WCxer9eTgDeBV7/xer0Go+m7CI4vXx6hNI/McQZaJw8v1lqLH3z6NAODwWRnZ2YlYdu2rIGQVTiQ8ecHSTfm/BUGP7Sh80XAsU3JIE+KzQhA0Ha1Qa9+np2VnZn2PCmvtnfF4EUgdNJTnPHgwYssDCZmXtiqrvu8Cn28rnzSmCCWrgUQj2RziNIxszNNeXbHIsoYfJ1Xv1L57Ivyoatrd3bTTg+1tnHTB9pJQt6Dz55lxgwfk0wcPoiHikBCdvFKe2VmUnpWRuoTLGloR+EIA4BuoeLp06cp6dkYDAaTmfoks5gwduYMRS84tD7m1Eh709DMxUu1NZ1yB2ldjImRvvbpq7DPLBytK8MkpaZnZqU/r2XHY1xHnCoek1L8JDUDk5X+NKmkY+7EFQIwL5c/ffAVYTEWBc6n26c8/nMBZcUCEHSccakVmKcvkvIaJi+MEQQg4lUdDdU8T3+Rkl/dt6L1RgHAbz9mN5RnP01KLmialViiCEDYIxf0Vz5NfZ5aUDe0YfBGAcBnE47hcVnPUlKxtEW5HQCQsEuySy9/mvI8FUsY3THdaqpXudtX8LRh1RqEoGl7lNw4sjjVR+zlvzfL5GKCGut33mtrMXNL/Ojz+ZzOd0xQwxbxgfDS6ldN1uEbBnjX9ZKM5BcM7qnVvDFcBv1m4RoYtxqxpbQFZTR6QE3Dj5+ZouDaIedlVXJiq7WCWkEr9klZ774zcNWXX9ezJvlmx/HQaXdmBm1OGQCAqPtgtDy5cNQQsu7RGyuJi+Z7dgib9gZLMnqua6WcJhAIvYIQnHVl1w/sKuMRQu27PUUF7WtOAJ9RfCQQ3w1Q6tttepHVy3cAAAQMi+2F6VVzroh+jkgg9uwmCOpMZVLjqtkLABGn4pRRktPEHN22AQAEhJ25db0bsvgFRr2nzJr0skkr2AQD1PK62a8JKoM4pELBqd4PELkc6uwb5Y534xr6N2Sh65q3Z+JmZZYzTgeulHOz2C8k4ZRk17JF5rBxsTqpacMVCvtlnJLMgpb1WCQN9/lMdcYz6tyV18kjpxCnpNZvbJ1GnOvk59nDxz4AAJ9mipqfjV/xRDXcmvrGkQPPPXs4T1mtONxEvFahE3p+HX1FGvRsEZIa5jXxB9Ii4VLyK0dP/YC4FCcHJ+r3xqoTiUajJpPJaDTexA59Q3R6w3chqLKNscaWseXpkQ7u0cVsHYE6dh1eIXo+kFvIONAptoZLs/vPb3bRrxILyjrWNNHQfkMKgSuxRsG+js/NrpmKLaQOqHap+Y+rhg5cgYsuTP3AjvIbHY5cvM7K9jmJLQoAUbd6pbu2d19yONxcXjvzUrCSqHYO9/mD58m147Fwv2Da6qZUktd9IB8rqWudisdEigZFY2W5lEl1BJCg/rC/HNe0IImtsj4YrszA9ArNQcQ4X5XUtGa5brW6xUxCcfngmVcz3TE4McfspI0tnWnMYuGV8SYxqvlkltFKZ04zh3oXVcqF2tz6Xp4VAABRLpOTUpsPvZGQXTSYn1naEw+yaD8cw6WldG0ofZbNqkd5WZVtp74oQEgvGc35XXo9eckO0dP+GnLbtCoMPl57RuWw2BUOOwT0vHyOCsB1MdRUiWfLoxDld1U00Je0EXBtN6dXjSn8kYBppzMPO6kFcBz3kKoaplVRiOy14igDm8YI2NYb02o4ukjEq11rzy+ZMwLYBG2EatqCCgHwGS4PxurTUx/+/g91a44whEx8FrlpbG1+iEw/eG+Ginw+n0ajedXz6GtwOp02m1Wm0LwLghqU785NTk+OdBJJLcxLq36WQG5h3cTk0oxgn7esKpR74xU5w4rbvS57ikqJrIswHLZkkCbODS7LYk0aaS0hn5hVNDfBXlRargawpBH+G8Qq8x63ZxTUjfHj1hC4nO+avHJb9ujN9c3b9y3GjJj2h3FZfdcrwZUzJBKp7yAE5905+KG9G5uPmk7Hq8tYer9FyG4vJ3awZtichYN4V9G6Q3peQF0WxzYNGYXTvYvqoG6e3EAdObmVXttqfWrzmtkPEDUezXc1dnBW50a7pw1hgKCwK4/EODDdbGtcpWVkDmvAJhhoqW1Yv69LGlHzFqemJ8foDcTGXr4VQtrlNnrvgnB/tKTh9lAuPi07fVRkPuN0VVXP376PvVt1KRVDAm3AvFyb2rLrtOuORsoxHccJ90i9PcJeEBq1vKaMxmXjN0eVCRvX654Wtm3Ff2G/en+6f1UX0kzWktq44vv2cIo47eXl3Lighk96CvE9q7KgZ5uUQlnQ3DyQ7tOFnnryiiOkWqA3VlP7JmY4k2vn79d0IoIgLpcrNqnzLxJUq83+HQhq0Ga84gmvdCrx8aVZNVFN6piWXP9N1l/womMrlm2GmZBt5rQjv7RxRhIOx7LNGJ362ep0ylZCZ85yPMWZWNNYLnrySONvkm3Ge9RR1bpyZQcAj2qrvbLz3GM7GGypJa++1D4Lq+bxqU0TK0PlbcNKHwCYt+lN1ZQNHyiYuNvYYQDgU83UFA5ceZwXSwN1ldO3jWxENlxc1rl06dCv4lPbeLeNd8sKraKwccvrvzq9UKivjoUSg0F7Ok7jCK3XR/XpVeLDkyuVVHwhM2snKkpKmucM8Raofq1zTGhxyDZ7ygr7xQlDt/LVfs7qmVm1Q3yOb6KWs9QAIbeW31mSS8CTV1xgXaJ2DU+eBQHAvduUUj8lNZm1a9R8xhUAgFMwRK2unbNFLXMNXWPz4hAA2DcbkgnzGotRvtRUyJQBANh2uxtrSUv2qGkK38lak0UAwLxKTCKtmGy6y7mmYpYKAMC83kqub1q0AFgEY9Sa+oklRmV666rRC4jHJtnjXxm0lzzB7fvpXScUClmt1n+RocU0VaMzWe3fqaCG1IKJ8ZGeDloTrYezG3s3Kmco5Vm5+F4Gg8EYGWkrwZb18zQuy9FI3qOCxpERxiiTzeVy6M015J4NiQv8PGommSvSWvn05IZ546vZSkLHvSXYgkrqIIPBYIwMj4xNrF+67u8xBSVrw621+Mb+oYGBkYmFIxcAgGV/iJiRXNnFYMQOMMzdVcZzn4WMe0O4rN6bHmqioA7u3obsd6hW2/Pql80AAEGdkNtOIrfRe/v6lwRqD3hOZ3qaakm0oeHBAcbsVmzcSb3QXJmFqe9hxBlqq0x71LDhjEDEcTzbTp1zgPeQOdDEugoDctpbVFhQRR1kMEbHOZMT4y31ta2LFyFwHo2RM16Ud17XfGhiR+EIIuaTaTajp6OlmdbJ3IgLmH6jr6t78MqqHiktLKxqHmQwRkaGeimFxfgZsdN9NduS+bS0ncFgjI1zJ7ljraTqNs6pyY/o5mvSWveNussZatq94dzsG8TUvHJq1wiDwRgZHhxhL/CVrxkqcAq5XY115JbhkcEBxvxerJcsmySXZecT+mJXMDLCnD8yx+fFHKfstvLyifhLOXRHUOfVjutfOKreHaWWtQv8AAD289WRFnJTe8/AEGPr0vG9X1YRjkRVWjN8p9lmOHgcpoDUx2AwRkaGWooLK0aEBreBN5j7qLBphMEYZXK4XHZXU01D/47CA56dhvSGmUutabczuXHZdk9wfGFnQSG2tmUobs7Mqc2r+wYwAMAv7K5sXZb4Q1HNZlt550EInMdMSsaLsgSL2JY7ghHdQm1a27rRcDSH75g0Adh2EgS1bep2jiLgOOgpqFu9VO2NUnL7EhMrRU+GChpHd9WSzfqkvNrOPgZjbJwzMTFMx9c3cQTaN54/RHQCbkddLZne3z8wxJzYMQAAWA/GiNl3TneNbgmfTODMddC2rF61kj9MaaZ31JHWvNHz/obm3jUlAACcD2DKGLsq1d5QIX5GjwBA4GymHV82rrad9zS0DG1rAACQk56scpZAI9/sLyTOmwEAfMesZkI1V2c76SC1Mvl6AEDCwq6MCu6x9mqtB0tZtgMAeATDFEIt+6bRBMal2uTGZb3r5dp+37HYXBbb7VV/B4IakK73dnX1DA4ODrNXTmIhh5Szjbjk5CIyjdbc3ExtaV+TBwEQ++Eg5ouMiuZmWlNV6se/+vkj0las3+PYbsokc0U6m3gc27xqC71igqGTvtK8jNzKRhqN1tzcRG3tmTy0f80D7jweobeSyQ2kinLKqMAYtB+MEJIf5RFoNBqN1kxtbOxZEFtjwxdvKqhOzSa9sH4p1qC1Xa6O9fSODHW3UsfXpfEbZ9iltzc3kIn48qrWqVN7xLDaWp78oohEi9HcVJv/4kHDljca9UqZ5V89wbV2t1UnvyjET2kAxAPFeRl5VVQarSnv85//8pNybiwHpP2QSUp+kIu/rfn8pTWA6PYG6V30/sGh4fGFeJBx5z6zp3Nw1x2RDpbkZeRVNtJozdSm1q5BgRkAfFez1NSvMHXNNBqx8Ivf/I8Pc4fEPgCAsGKmOq11z2yUbvWV9gju0Sf7Bik1M7cC30yj0ZqpFGrX2OrV1w39aDY7W6kUMr6uvLZz7twV1c5RSlNSi8mxK6A2tzG2dfEIlG8oqIiWx2qtaOP7AQB8Sv7sSO/A8EBXW9vsoeVNw7G+t4TCke9YUBE5l1iSklbaQKM1N1ObW7s2VRGAqHm/N+uLzMrmZhqlPOn3v/zFM+peLHRYLNuMWG8RjRa1rrsirxhq4LCrICezoLop9kxT2/qnj1/39vGe9JW3LEh16o32sm6hF8B1PE5OfphzaxH0uQuLP6pfrE6mbrr8Ac/lWGPXvt542E+9V1CDruNBbP3quXJnorV0SpF4rjNGYdPYjlqyWfciA0tobKaRSx799m9+n8sQ/ct1JSKbZXSSyI2NVaX13etyu+V0obty8OQeTwDdIj6tgSVY7GFuSBUH052MhdHWatKaNyLqIVPp67FI3ucDmDLGjlK505/3kqBaRF3k5sGdBEHlq+XrPXk3gspuJlRzdZajVmLLaKKgHmnFy93514J6MEIh1LBuIiNGtQs1P0hBNVud37GgAgCA93Smv7unp7OF0j4wK7PrZvBk2vjZ3W1Chr1hHGZYDgAQ1a/Ri3LrOCJzFAAcO00ZpIlzg9u1Ts5s3kuIdueW76wubWtt4v43HPI1HnJ2Lsw3mWs0W7TSwnmFldd7N1d5Qq3eTFDDRn5fHnZI4bWL5oeIja29fW1tQyuS2D1T7zP3ZDdjpZ6TCVJ5za7BtExpoDISMrfY1urTWnYcLqtssQ5T1jXU3zfQ31ZZ2tjLNXjkAwUkRmxIxXnWX5Vf1btvAQCw7vfTahvW7vMBCl4ujtB7erpam9r6uBKdfGKgs2XBCCDqzCUxBC/dK8cpq72yei5mPKJxYl5R26bOAwAR5Ux1Cm3X5dCfs/H5fZcJFm8+nlvaEpl1e41vOOSr2GXuq27a4HY+A19JEpiMs/WkNu7lfXu8maAizkMuFVs/bw7pNsfoJGp7b2971/i+6YcR5+kdEFTJWGVigvEYfs1Gf1nemAoAIKxZ7ijMI05eWgFuss2YnJZlUnZLYghgl3RzZXlPbz2n571ZgnEA8F8MVPesCCcbq+jHHgCw8Qdo9wz5Kueqk5vWLEGI+iWbAx2dfazeLnzjPYLqEzPzczpFdptoaQBP3UmYTNGyyktbZ0VW7Ro+rY0XAgDwn0/X5pd0ripek671PuwXczuHtyEZvVf9JWnDZxbZHgNfwkgUcINgcnlfYlVskDKaZySKrX4Ka5PTN3d0OtxShV92gXme2j06Kw4DgI/fklo7ITaaVCtN2HEFAIDrcIRWUz1tiZhmGrpZy7IIALh2qcn1MwqzQbrQWMxRAwDY93ub6gjz1oieS+jmbikRALBvUpLwCzqr9nymqWxSDwBg3epowFPmrsOPo4Ia5zt2SgpoBcsrAr1HM40nNAzw7v4aIeP+UMmNU1LUtdNW+DC3RWACCOw1phNZ5+YIWJars3OJi/rYNvaLXtyTorY1q08yUEAY3FHDN2Lfqs3GdC/rY7oQMu93Y8tXtFZeD7W2ce2+pyNk3Bsszbx1SpohEom9ByE478IQGAfxioD/aKggo3beDOBWHawt8u/kqUBMs0Vp+Uxh3Gadl3MtJSS+xbRMIZJ69hKdkqpTWzZ1mvOlZtr89dvEtNbe3b1wJGCWEno3pDG79V9xix4lE7f0AA5ef3MVcelr3qMR49HK8p5UuDbY3cCVhQE56sit792Q3h2VdYpYrTgcO34HgxpORepTPFvrBdDOViVTN13BoOt8OC+9tDfuPRRRbZCyHhMnRE47n5LWMK9+zZhc4q3UcgtSiiZF8XtjPWI3lzUd2Qwz9QQa6/S+sVnHKas1np8OAEIn9IJ6+qos6NkiJjetmOMvMa9qrim7sF3gAcQq2lzaeNnD8nvOuyGoeOrYq9lm+kpunJKijvWm3IeFnSdWAO82KZU0KbGGo4a5iqw8ylp86s1y0lX8GNe9bfNdducQGAI9vBHhy8G69m4Stu80lhyON9BcRVi8G2MaIqrZqqTGNZMHACI+/V5P4Zcfp5W17vhBPlZK6JyXXDcUFVO4NNyoJAiIT8OnZ+dTpi9i8YUvJ/GZ6R17Ol/UtFCd3LQW98YPS6fIz57juFdvHAPRc9pelk0YPok3JKIyRmHOqDjkMx7QszKqx05jj3VAMluT/pS2KHEbN/FpzWsq4xUTl1pImpYZDodolXULDogc99SWk1nKCICoJ7Ok78wZCjn4LWm5Q9IoRBRMakU1QxyB8H5bZQV1SheFyGFneumQxBfym7epaQWjCoCQeJBciWdJoxDebiqrbF8wIxDgtabhRlXhsEe7SknDsjUAAVE3oYoyJbsx0qh2oTqJggrqO7JsRsquriP27b0kqIbdAWxK18n154hT0FrwOAk/p9TutmTgx04MCIDfcDxHq0jBYrGF+ZkZuSVN41fWMEREvUXpDx6lFhQXFxcXYwvzS6oJ89J7F1IETWecpvziwtz8/PzC4jL86IbKFbELhqsffPwYU1xcXFxcXFRUWJDfs6b0IAAQMuz0F6V2X9dKMVVfX0/nh+CSnpvy4El6YXExtjC/oCiTPCQwvjZ7old7MFSfVVSYn5+fW1BaReUKtF5ENY2vx3fv3Fh+WDldldw4c3E4RWu7zeUY0c90NLe1UOvzKf3rkuuGsP+SW/XV04qpY4WIjX/wUULN8/O6VuSuVy7dsDXSTmk/CgGED9qyaugve0Q7T5m04uLxm9Thfs1cecqTop5949VcTVLjqiUAELVJNoYJJUn5hUXYvNTUvPr+Fb0HAdcm/vmzJ6kYbHFxcXFxYX5OBaV77/6McB7lXn9tehG2oCA/pwBXQ5s51PtBNUPO//LTF3mxK8Bii0rLx49cEQAA+wmTVlLCitcqdNyVW9O1LA35tuuePH2anlNUXFyYn5NfUtg5dWn/3k+WvoZ3QFCvGGW1FMZLftoBzXoPNr33ZhgqbNttynuc2rCkVm81phI4F2YEwKsVTlHLUrBYbGFeRlournlCZo9A+Kjj2riKi4uxBfmltQ1L8tee3yfqLUkq7BTGXif2I2bdg48eJVhEPn1NYZUtVz8nrxjjKhZQrlR9+kk6dTsAak5V9pdfJOcXFxdhsVhsam3nmjJ2JMRvOJltr8Em5xYU5KZgazrmTg0BgKhquvxZw4rp2kSDiklyypc5HfvaW6tDLIIhCuvAcq/KRuzSZXpZaX5Wbj4WW1RcSZ8UmfwAEDKdL/XUFSXnFhRj81NS8hvGds1+BAwLlc8oawazYY+e/qLzKmrn9zXiqqeNAD4Tv78Wi0nKyirAjwhVoShAxHWx2YZ9kpWVXVTeOX1lDwOA27BLryzEJGdnFxLHTnQRBCDkOF2lFT7KysIUVdHn5Y4IALj1m52l+dkpOdlFDexzIwKABK2H8035j7IyMcU1A0vKhMWuUc1cxVPSou4lQTXsjTFZS5ff4wDL76agBmxand7svjsmh4TcFrXClPBjRN0GiehK6/a5TUqd1RuMD/F5NIcCPp/P2xdexHM/RH0WjeTkQBCDz+cJDk80jsirRBEAQKwSkXCfx+Pxj0SxtA0Rr019fiQUXMPn8cR6dxiJ1cqcUKuAXafTmT0I+M3qq+OD+OkOjs7N3zDkGTacHwl4PN4+/1Qcy5ATsOt0OtPtTUCCDq1Cb/O6zfFYC/GvvSadXq1SKg0Wl//WZINW2fmFyuoLOLQXx4d3aq5zv+q25XdajLGIEojXqNSaXS/ljY34rEa12pagsiGr8uJMbvZ5HTqFwXkdKTRslfF5fAGfxzuWxWsZdunkF0e3FdgXisRGT/Q1Nz+oEx0KeDzevkAkMcTWuDuMcpHw9scTHAgV1tgVRLyJtUK8JpXW5AwgUbdOFj8jn7d/dC7/IQfx+u4FFfxWjc5gfSmYRzToMqsV5oRGZtSluxJJ9B6vy6jQ23zXD6lbJeTHzFkcT0EW9ZqujSv2SB8cnWqd9z5RCABA2KmSqBzx10PEZ9deHB8eJFqE3h30u3RyvfPW/SLs0MoVelcUQna97PTg4PrZO9bdbRZ7DeL9fR5vf19siDcYkIBdI9c7E2LnBu3q83OZyZtgUgGLVKSwBF7bynNpro7293l8/sHhlS1hP7/pirfPE/B5vBNlPKpL0KGV652hcMhr0yqtQQh7zAaN1h6MV09+srfHO9cnvDE8qkP+nkCktNxas0cnO97bE1wYbt9SiFsp5O0dnKltt9+5NZKj/f0Dsem23lGn/GB/9+BC+5J7X9ChlemdLwew8ImYzLGp1fvWH35PeDcF9dvAKWJXZmRkZGZmxclITSrsWZW8l6sU3zNCio2ewqTUjOtbn5mZkZFRyTr5/rsIfWsgyHVEre9eUL8NrMdjZenpd8w5uah/S/E97gy9hwQvjo9OTuTfs9EiBEFuzO0HK6hIxO80arVa3Q1arUZv87w2LB/K2yMa9Nj0mrs3X2u8DauI8m/D5XQKhUKXywU/FEFFwj7HK+ZssHtRc36nQILhcDj8vbJyJBpVyOXnZ/G5ix+soKKgfD/x+/1nZ2cjIyMmkwl+KIKKgvLdYDablxYX5+fm4h9RQUVB+T7hdDoPDw85HI7VagVUUFFQ/t1AEESlUi0vL6+vr8e+QQUVBeV7gtfj8fv9AIAgiNfrjUQi8F0JathnM6jUBotJrzG7vHbtJW9rc2NjY2NjY31j58wUBICIWysS7G1txL9eXTtUxdzLQnblhdJ042PokG5vrG+sr61uH6scsXQ0bp30dG/z+oBr69s8keHeWCHxQ93jhKe/2FtZW19fWxPp73oZOWU7Gxsb62ur20cKWwQAEKdeqTNbDWqlweZ/afYv4DTotXqDUac3ODwug/REcKn3xxwBolGr7Oj0Unc9iRu1a5Qa1bUjUMAqv1DZg+GgSyu+uLLeHBbxGmUKtdkbcOuUeqvNoFCYXGhq8HeQcDjsdrtjU6ehYNDniz9FqKCioHwf8Hg8e7u7kqsrALCYzRsbG3a7Hb4rQbVL5/rqSH2To90UFv90kZz35RdpxRUVFeVlOFxmPn5G7fKbePSkjx5ml5VXVFRUVJRik3LK27iXtiA4N+qf1bLOzQiAW7k7TsKll5WV4Ypzs/KKG0YvLWEIH7Vlpzx6jsFVVFRUlONKyuoaRw7t91XDulr3rJZ1cTexVNgp2xiqLcktKC4rLU4vqumcOzHE1Nuj5k00lKWXlZXhSnKz87Gk4QtLJHTcV9sxPtVHrO1fULzksqje6e+mdvUPdtJ7N455gwUPfp3ccWEPAUDEJ6Wn//FJCv0itmVUt9OOKyDOiQMAAIhmrvwJecVgMx+1P/6nT+vYmrikRi+GS6qbOBcqYWd11/RCb1UVY9/23oSU/6EQjUY1Gs36+nogEIhEIucikYDPj/0JFVQUlPeeUCh0cXHR19sr4PNDoRCPx+vq6jIYDPBdCapTvstp6eRsLIz3TJ9ezdaR2iZvYl2pxgqy+/c08q2R8ryE0D8+HjW/lLaoiIR5lFTSlNQaRvQzpZmFtO24Vjou+nBPSjrWLV4xPZc4KnyDUOu2DXIqiSs2Jwhq1Hm2TCuqZRzHjho6Z9VmZPYeWAIRMMyXZ+U3rsfCn4JLOlT5tKhjXXPC7Rpf3pzooE3ypErp5gxPddNR1e9zxwfGJqbGWJzdi+PhkqqktMolrSUKELDOVSYXlGQPxLI6uM+XFwdKs6jLO2duAEC0i7XJ1HWjzSJi5Pz+SU51GzcWTCkqHqsktEyKrZcDVOY2j9NImbmwf3OSLJRvFZvNtrGx0dPT43a7dTodh8OZ4HBif0IFFQXlvSccDut0usPDQ71eHwqFFArFwcGBx+OB70pQQy6HVizR2sxaudqhZFeT2qeuQw9GzjsxKV27GsUWoyJ/THW7i5CWV0Kdk4XD/Ma0n7msmgAAFdhJREFUhhmJwS5nl2S1CRNGZL3K/a3NA6PtjJ5HYh5Zvrkatg1y2l1BjVh2R1pqGzcTen0qRnFR95rELJvCZbfwE0IReNWCrU2+XqeR6yw2nUSsd9n15wuj61Lf9fIuv0mvUah1eo1WZ7Kc0AspjdWF/Wcmdwhch/2UxqbinGExAIB7b7Snm7mwwOlnTe46IgD6xdoU6rrRYhCO43PpM7wxYsew1AcA4rFKAo1zGvBKLjV2p/biTO9HPZXfNVwul1QqPTo6CgaDVqtVJBJdXsbbi6igoqC8x9hsNp0uHkLVbrfHlsog0ajZbA4Gg/BOOCXJucTiFy8KakkkIpGAx6UWURaldr9J0J/1eWoJkUgiNTRRmxqq6wjdU+cmP7i3Y9lmjLudKS3rr0b1gsBhVyEmNbsUTyKRiIR6AqWDLbz/wl4VVJ98rr+hlJUYGho5HsDQOELpUl9a64rtX71GMiBoyyWPMpvJCxd6vVlIpw1PdZXmDYsBwHHE7OscFwEYOORepsAYAfNSXFAPGOV5Y2KfbodNG1owACiYlQQa+/CbA3WifOuEw2GNRuN2u2P/N5vN0WgUALwej80WS1OLCioKynuLz+c74PM3NjYAwG6zLS8txdbDqdXqmZmZd8XLF5Fx6svySpvHJicnuVzu9MK5DQAixt3enEclHdzJyfF27Jcf/kNax1FshtK6QUolz4j11svx0sYly6vLFgPCjjxsKYnOnpycnORyuNNL+/L7AzjYNkipxIlEQfXK50Zp1XOJYb2D+11ZVM6h8nCyvGneGPjX9gd9B20Y4uD60gBz+UK1P941LVzoxuUOSQG8Z5M1yX9+nFddXZLy0Wfl46fWiHOtLrlp3WgxHIzgMvvEAF7ZVl/r4KFaMlNLaGYdoYL6rhGNRo1G49zcnEqlQhBEIpHMzs76/X6/38/n8TY3NmKboYKKgvJegiCIQqFgs9kcDicSiYhEoh46XcDnBwKBnZ2djo6O73IO9U5Frxhl+JaJl/IF+TXrvcXZI7E5VMfBWEVWademLAAAtnVCEmFSYnI7NihphGXdbZ9Ruz82Mrakslx0YeoZbzSHukZIwnMuE5ySog7hVF9DQ0L0O89hW3b5EF/tcO1S0/ALqtsgfToBa2Rk6vINA7z7BLTMuoF9+f54K4vVRJgUyZd6SzDDSrALp7pra3rXNtfXN7bYxPyWaZ5OtVWfRFk1mPWC4eJ0+ikAhFzC6b6BHhq5rLGVhfZQ3zm8Xu/BwUFHR4dYLHa5XCsrK3Q63e12q1Sq8fFxDjqHioLyvuP3+61Wq81mAwTxejwmk9Hj8USjUafTaTQaw6EQvAuCCgGbzmCy+e52/ZCQ26JVW6/nMgNmmURhdEcBIOI2KA2OYBgBr1mutiVElfZZlAql3hsKWjV6q+cNfHVih7obMjfosps11tudI06d3OQMRQB8ZrnamhAP229VKRQa1xsOAiNek1pv84T9dp1Zr9Y6A0G3VaexhSDksprNruur8OuNVmfA7zGojO5wOOy16VSW2E2IeB1WnVKtNVkcPnTa9F0jGom43W6j0ej3+8PhsMPhMJlM0WgkEPBbLJa3POTr9frVWrPHF4hGEbSgBS3fTrm19sT/X4cVRQAiUcRkdSi1ZgDw+4Mqjdnl8X3r9bytZGJBrqsbjSLRhAu5uZTr/9xzvfce8J6C3LPl9UFf2eZ1p0Pe7DJfE1APuXv5Nz9N7J/Em/AvuzS0fMsFuf2BkNtH444N+gIhhcZoc7gTtvxXCWo0ErXY3Tqzw2B1oQUta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<![endif]--></span><br />
<span style="color: #343434;">Considerations for converting XML to JSON</span><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">XML Empty Tags:</span><span style="mso-fareast-font-family: "Times New Roman";"> </span></li>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level2 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";"><xml_node_name></xml_node_name>,
and</span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
<li class="MsoNormal" style="mso-list: l0 level2 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list 1.0in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";"><xml_node_name></xml_node_name></span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
</ol>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Nodes with <b>GetChildNode(1).NodeName
= "#text"</b></span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Node attributes are currently not
supported;</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Alternatives </span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">- JSON.jar;</span></span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
</ol>
</div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-20468923108572989752018-03-30T20:49:00.000+05:302018-03-31T19:02:20.381+05:30PeopleSoft Component Interface and JSON Response<div dir="ltr" style="text-align: left;" trbidi="on">
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<w:LsdException Locked="false" Priority="70" SemiHidden="false"
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<w:LsdException Locked="false" Priority="71" SemiHidden="false"
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<w:LsdException Locked="false" Priority="72" SemiHidden="false"
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<w:LsdException Locked="false" Priority="73" SemiHidden="false"
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</xml><![endif]--><!--[if gte mso 10]>
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table.MsoNormalTable
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<br />
<span style="color: #343434;">Situations may warrant a JSON response as
opposed to <a href="https://www.w3.org/TR/xml-infoset/">XML/SOAP response</a>.
Using the same setup as defined above, we can now have CI generate a JSON
string for given GET Key(s).</span><br />
<b><span style="color: #343434;">Things to consider:</span></b><br />
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">JSON Response structure - How to
represent CI Properties and Collections;</span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">JSON empty Array - How do you represent
Null, emplty arrays</span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
</ol>
<pre style="margin-left: .5in;"><span class="str"><span style="color: #7d2727;"><span style="mso-spacerun: yes;"> </span>"location"</span></span><span class="pln"><span style="color: #303336;"> </span></span><span class="pun"><span style="color: #303336;">:</span></span><span class="pln"><span style="color: #303336;"> </span></span><span class="kwd"><span style="color: #101094;">null</span></span><span class="pln"><span style="color: #303336;"> </span></span><span class="com"><span style="color: #858c93;">// this is not really an array it's a null object</span></span></pre>
<pre style="margin-left: .5in;"><span class="str"><span style="color: #7d2727;"> "location"</span></span><span class="pln"><span style="color: #303336;"> </span></span><span class="pun"><span style="color: #303336;">: </span><span style="color: #101094;">[]</span></span><span class="pln"><span style="color: #303336;"> </span></span><span class="com"><span style="color: #858c93;">// this is an empty array</span></span></pre>
2 new PeopleCode classes are available starting 8.55 (I am not sure): <span style="color: red;">JsonBuilder</span> and <span style="color: red;">JsonObject</span><span style="color: black;">. These are extensively used for integrating with
ElasticSearch. </span>Dedicated JSON encoding libraries have only be made
available with the latest tools versions.<br />
<div style="text-align: center;">
<b>OR<span style="mso-tab-count: 1;"> </span></b></div>
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">The below example makes use
of PeopleCode and basic string manipulations/encoding to generate a valid JSON
response. The response returned will contain information from all levels (Zero,
One, Two & Three). The idea behind this POC is that a single IB Service
should be able to handle both XML/JSON replies without having to create a new
REST service for any CI. The custom handler should be able to read the request
and ascertain the CI name and accordingly generate an XML or JSON or both for
the given set of GET Key(s). Since, it is a single handler and a dedicated IB
SvOp (Sync), to deal with any CI, a new page has been created to view both
XML/JSON responses. IB Handler Tester can currently display only one of these
at a time.</span><br />
<h2>
<span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Objective:</span><span style="mso-fareast-font-family: "Times New Roman";"></span></h2>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Create a single Service/Service
Operation/Handler to deal with any CI;</span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">The single handler should be able to
provide both an XML and JSON output;</span><span style="mso-fareast-font-family: "Times New Roman";"></span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Skip CI as a Service wizard to expose CI
Web Services;</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="color: #343434; mso-fareast-font-family: "Times New Roman";">Flexibility </span><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">to provide XML/HTTP/, SOAP/HTTP,
& JSON for any CI in any pillar;<img alt="" src="data:image/png;base64,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<w:LsdException Locked="false" Priority="62" SemiHidden="false"
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<w:LsdException Locked="false" Priority="71" SemiHidden="false"
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<w:LsdException Locked="false" Priority="72" SemiHidden="false"
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<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
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<w:LsdException Locked="false" Priority="73" SemiHidden="false"
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<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
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<w:LsdException Locked="false" Priority="32" SemiHidden="false"
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<w:LsdException Locked="false" Priority="33" SemiHidden="false"
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<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
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</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:10.0pt;
font-family:"Times New Roman","serif";}
</style>
<![endif]-->
<span style="color: #343434;">As you can see from the screenshot above, user
selects the CI and populates the GET key(s). Upon initiation, a sync request is
made via IB with the Input XML. </span><br />
<span style="color: #343434;">The response returned is an XML and that is used
as an input for converting to JSON (<a href="https://tools.ietf.org/html/rfc7159">JSON Grammar</a>). The same logic can be extended to convert any
XML output to JSON.</span></span><span style="color: #343434;"><!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
</w:Compatibility>
<w:DoNotOptimizeForBrowser/>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
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<w:LsdException Locked="false" Priority="65" SemiHidden="false"
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<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
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<w:LsdException Locked="false" Priority="29" SemiHidden="false"
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Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-52367958244479313362018-03-30T20:45:00.000+05:302018-03-31T19:02:59.859+05:30PeopleSoft CI Based Web Service Using Custom Handler<div dir="ltr" style="text-align: left;" trbidi="on">
You can either choose to <span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">expose
a <a href="https://docs.oracle.com/cd/E28394_01/pt852pbh1/eng/psbooks/tibr/book.htm?File=tibr/htm/tibr16.htm">CI
as a web service</a></span> and make use of the delivered handler (Implementation - Component Interface) OR create your
own custom handler, instantiate the CI (Get/Find) and force it to return either
a <i>rowset</i> (requires a message object which should have a structure
identical to the component on which the CI has been created) or an XML.<br />
<span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">The
structure of a Component Interface can be accessed using a <b><i>CompIntfPropInfoCollection</i></b>
object. For further details, please refer to "<a href="http://docs.oracle.com/cd/E41633_01/pt853pbh1/eng/pt/tpcr/task_AccessingtheStructureofaComponentInterface-0714e6.html">How
to access the structure of a CI</a>" and <a href="https://docs.oracle.com/cd/E41633_01/pt853pbh1/eng/pt/tpcr/concept_UnderstandingthePeopleSoftAPIRepository-0716a0.html">PS
API Repository</a>.</span><br />
<br />
<span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"><u><b>Make a CI to return an XML Response</b></u></span><br />
<span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"><br /></span>
<br />
<ol style="text-align: left;">
<li><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">Create a new Service/Sv Op (Type - Synch)/Nonrowset-based message (Req/Resp);</span></li>
<li><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">Create a new App Package which will be used as a handler for the Sv Op created in step above;</span></li>
<li><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">Get an instance of the CI. For this example, we will make use of the PS delivered Earning Element CI.<img alt="" src="data:image/png;base64,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" /></span></li>
<li><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"> Instantiate the Response Message Object and prepare to create the response XML. Highlighted custom method is used to create the response XML.<img alt="" 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UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:10.0pt;
font-family:"Times New Roman","serif";}
</style>
<![endif]--><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">Custom method is used
recursively to retrieve data from the CI collections/properties. Logic has been
implemented to handle <b><i>Level Zero</i></b> separately, as shown
below. Node, <b>PROPERTIES</b> has been added to the root node since
CI encapsulates its collection/properties within it.<img alt="" src="data:image/png;base64,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" 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" /> </span></span></li>
<li><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;">For all</span></span><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"> levels except <i><b>Level Zero</b></i>. Note the highlighted recursive flag. The boolean passed ensures that it runs for Levels 1,2, & 3 ONLY;<img alt="" src="data:image/png;base64,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" /></span></span></li>
<li><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"></span></span><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"><span style="color: #343434; font-family: "times new roman" , "serif"; font-size: 12.0pt;"></span></span>Once the handler is associated to the Sv Op, we are now ready to test this via Handler Tester. Specify the input XML, in this case the Pin Number 11967 is used.<img alt="" 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" /> </li>
<li> Click on Execute Event and note the output. \<img alt="" src="data:image/png;base64,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" /> </li>
<li>Observations:</li>
<ol>
<li>The custom method returns an XML instead of a SOAP response;</li>
<li>The custom method also lists all the collections even if no data exists for these collections; </li>
</ol>
</ol>
</div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-4908666724657080622018-03-30T20:22:00.000+05:302018-03-31T19:03:28.367+05:30Pros and Cons of exposing PeopleSoft Component Interface as a SOAP based Web Service<div dir="ltr" style="text-align: left;" trbidi="on">
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<br />
As with any technical approach there are pros and cons to taking a certain
path. At first it does sound like a great idea, however, after going into
detail of this approach, I have second thoughts.<br />
<h3 id="ExposingCIasaSOAPbasedwebservice-ProsofExposingCIasaWebService">
<span style="mso-fareast-font-family: "Times New Roman";">Pros of Exposing CI as a Web
Service</span></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-list: l2 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">It is a quick win to expose some functionality to a
third party</span></li>
<li class="MsoNormal" style="mso-list: l2 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">You do not need to write any code (This is actually a
Con, if you think about it, because as a provider you have no control on
what you are sharing...duh!!!)</span></li>
<li class="MsoNormal" style="mso-list: l2 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">It does not require detailed knowledge of W3C
Integration basics</span></li>
</ul>
<h3 id="ExposingCIasaSOAPbasedwebservice-ConsofExposingCIasaWebService">
<span style="mso-fareast-font-family: "Times New Roman";">Cons of Exposing CI as a Web
Service</span></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">You have no control over the response as a Provider. In
other words, as a developer, I cannot alter/change data exchange language.
If you need data/structural transformations, only way is to create custom
XSLT's.</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Each CI is mapped to a new service and CI methods are
mapped to service operations. This number increases based on number of
CI's that you expose. UDDI is overwhelmed</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">This method exposes the raw data structure of a
component to third party. With every change of a field or record name in
the underlying component that may impact the message schemas for the web
services. It can also break the web service to CI linkage</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Because of lack of control over response generation,
such integrations are tightly coupled.</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">You cannot add error handling code or shim code to fix
issues and add functionality.</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Since you do not create the handler code, you cannot
add additional logic to the web service to buffer the external system from
changes.</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Lack of XML/HTTP</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Lack of JSON options</span></li>
<li class="MsoNormal" style="mso-list: l3 level1 lfo2; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Lack of flexibility to switch between SOAP 1.1/1.2
based on third-party requirements</span></li>
</ul>
As you can see from above, the sheer lack of control over how the response
is generated for a service which is based on a CI is detrimental factor when it
comes to implementing these in real world scenarios<br />
<h3 id="ExposingCIasaSOAPbasedwebservice-Alternatives">
<span style="mso-fareast-font-family: "Times New Roman";">Alternatives</span></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-list: l0 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Don't burden 3rd parties with esoteric PeopleSoft
fields</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Create custom handler and take control of response
generation which opens up possibilities to choose XML/SOAP/JSON</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Loose coupling</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Create a single web service to handle any existing/new
CI across the application</span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo3; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Choice of W3C message exchange patterns for new single
service</span></li>
</ul>
<h3 id="ExposingCIasaSOAPbasedwebservice-ProsofCreatingaCustomHandler">
<span style="mso-fareast-font-family: "Times New Roman";">Pros of Creating a Custom
Handler</span></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Complete control over response generation</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">No requirement to expose every single CI you want to
use as a Web Service</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Single handler to cater for all existing CI's</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">This handler can contain special business logic of your
choice. Is there some data that you do not want to be touched?</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Complete control over grammar of data exchange language
used e.g., - XML
or JSON. JSON has very limited use case and every scenario needs to be
evaluated to ascertain the best suited data exchange language.</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Custom logic can also help convert any XML to JSON,
this is beneficial as you do not have to setup a new REST service, just
because you desire a JSON output</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Existing integrations in PeopleSoft can provide option
of data exchange language</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Can avoid using IB REST connector</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">No Self-linking in JSON, as entire level 0 data for a
given Get Keys is returned in one go</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">No dependency on Tools patches to address issues</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Native PeopleCode functions are used which are
available starting 8.4x</span></li>
<li class="MsoNormal" style="mso-list: l4 level1 lfo4; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">No 3rd party library dependency to convert XML to JSON</span></li>
</ul>
<h3 id="ExposingCIasaSOAPbasedwebservice-ConsofCreatingaCustomHandler">
<span style="mso-fareast-font-family: "Times New Roman";">Cons of Creating a Custom
Handler</span></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-list: l1 level1 lfo5; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Changes to this handler would require understanding of
PeopleTools API and data exchange language grammar</span></li>
<li class="MsoNormal" style="mso-list: l1 level1 lfo5; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="mso-fareast-font-family: "Times New Roman";">Need to react if there are any changes to JSON grammar
- <a href="https://tools.ietf.org/html/rfc7159">https://tools.ietf.org/html/rfc7159</a> / <a href="https://tools.ietf.org/html/rfc4627">https://tools.ietf.org/html/rfc4627</a></span></li>
</ul>
<br />
<h2 id="ExposingCIasaSOAPbasedwebservice-NeedforcreatingaJSONParser/Encoder/Decoder/Array/ObjectlibraryinPeopleCode">
<span style="mso-fareast-font-family: "Times New Roman";">Need for creating a JSON
Parser/Encoder/Decoder/Array/Object library in PeopleCode</span></h2>
<span style="color: black; font-family: "times new roman" , "serif"; font-size: 12.0pt;">The use of JSON on
the web has grown immensely in the last decade, particularly with the explosion
of APIs that eschew XML in favor of what is considered to be a more developer
friendly format which is directly compatible with JavaScript. </span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">At some point in time
Pillars have had to independently either make use of 3rd-party libraries or
write new libraries in PeopleCode to handle JSON encoding/decoding. For
example., Campus Solutions developed <b><i><u>SCC_COMMON (Campus Common
library)</u></i></b> Application Package to deal with requirements around
JSON encoding/decoding/parsing. Making use of Tools provided libraries forces a
tools dependency which is not the best option considering customers are on 9.2
starting 8.53.xx. Irrespective of when support for tools version ends, the need
of the hour is to create a holistic library in native PeopleCode without tools
dependency and usage of any 3rd-party libraries (including JSON.jar) to deal
with ever increasing demand to handle JSON in PeopleSoft. The application of
such a common library across pillars is huge, primarily for integrations.
Document Class APIs are currently only designed to handle provider based
integrations and they mandate creation of a static structure. Dynamic JSON
cannot be parsed with this API. It is not surprising to see that 2 new
PeopleCode classes "<b><i><a href="http://psftpp.blogspot.in/2017/01/peoplecode-json.html">JsonBuilder</a></i></b>"
and "<b><i><a href="http://psftpp.blogspot.in/2017/01/peoplecode-json.html">JsonObject</a></i></b>"
have been used to integrate with Elastic Search. The goal of the new library
being created here, is to convert any XML (PS or external to PS) to a JSON
string. The new library takes into account latest JSON Grammar specifications.
Given that Tools provided XMLDoc API is extremely stable and robust, the idea
is to take such XML's and convert them to JSON when it comes to integrating
with 3rd-party applications.</span><br />
<br />
<h3 id="ExposingCIasaSOAPbasedwebservice-Workingprototype">
<span style="mso-fareast-font-family: "Times New Roman";">Working prototype</span></h3>
POC - CI
Based Web Service - Using Custom Handler<br />
This has been tested with JOB data component in HCM and both setup and
transnational components in FSCM. Solution relies on generating an XML response from any CI using a custom
built handler which can then be either spit out XML/HTTP, SOAP/HTTP or a JSON
string for the entire Level Zero rowset.</div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-3193842250361120282018-02-27T20:27:00.000+05:302018-03-31T19:05:44.432+05:30How to use Oracle JET chart classes in PeopleSoft<div dir="ltr" style="text-align: left;" trbidi="on">
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<br />
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">Pivot grids are used for data visualizations on Tiles,
wherein we publish the Pivot grid as a tile to be displayed on the homepage. Following
this approach, we are limited to displaying any additional button/hyperlink/text;
hide/un-hide the Pivot depending on business logic.</span></span></div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span></div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">For such scenarios, PeopleTools delivered JET chart classes
come handy (available from 8.55 tools on-wards). Earlier Tools Versions support DVT charts, but the ones based on <a href="http://www.oracle.com/webfolder/technetwork/jet/index.html" target="_blank">Oracle JET</a> are much
more efficient and accessible.</span></span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;">The code reference was picked up from the
PeopleTools Application Package <b>PTS_NUI:Chart</b>.<b> </b></span></span></span></div>
<div style="text-align: justify;">
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;">Follow the below steps to incorporate a pie-chart (JET):</span></span></span></div>
<span style="font-family: "calibri" , "sans-serif"; font-size: 11.0pt; line-height: 107%;"><b><br /></b></span>
<br />
<ol style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;">Create a page/component which will feed dynamic tile content for the <b>target component.</b></span></span></span></li>
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<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;">Check "<i><b>Disable Main Hotspot</b></i>" as shown below<img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnAAAAHfCAIAAABf03JSAAAgAElEQVR4nOy9eXQU2X7n6XN6zvwx3TPT5/S43dNuT3vc7Xa3x2O3n5f2sT2237P97LdXFbW+V1XUCkVJArQDAiEhJISEBGgB7Sva933fd2VKmVpykTKVm5Sp3DP2PeI3f0iAoICCKt5DVdzP+R5OZOrGvb+4EeQnI3L7tRmNFQUFBQUFBeVr5tdeeAUoKCgoKCjfgtwX6oR6CwUFBQUFBeWZ8oBQpzXWWa1NZ3brtlBQUFBQUFCeOmb3rNY2fU+oU8uWxTUHIBAIBAKBeCYUWFxzTC1b7gtVte4QRImiGZykD0comuH2quUF8UUX80AEUQQAluMJkiIo+mUJSRMUzQviCz1yEQgE4nAhSfLDQtUYXdu73qEp1aLWcBgyr9UPTan3nDqv0U8urrzwkvYyPq9dXt8EgPE5zdTi2uyS/mXJsn5kVqtaMbzooxeBQCAOEY8Wqtnu1JtsL7q2+yxqDThBAcC8Rkcx7IsuZ58QTqlXjQAwrV4nGYUVgOFfinAi7PqpBY3+Re8BBAKBOEQ8WqgWh2t9wwIA0mOQJUmWJVmW5Me1+Eo8sjcAWNDocZICgAWtPoQTiqI8qaqvXcDT9ACg+IKhpbUNAJhRr4dwgaRlgpJehlCM4nTji1p0hopAIBD3+SpCleWDPTzabV+Bx/UGTydU5UBN8leUqgIAsrzX05d0AaD4AveFGgjxOClhhPhQaAEUGSQJZBlYVsFpkESgKCH0YDOSBUEAnNy7KWCUwovAMhJGCPfbcKDIwLFyiBAwQsBIheUAJ8X7C8SB1QWgaZnmQeCVg508HApYFgjyMX99TAhK3nZhSKgIBAJxEEmS1bqdGa11Vmt7KqHKACB7R9t6rpS2pFe2T5gJAJAP+EyWJFm5bzf57koAsOfLez5WDppZEezLy3p7QFIU+WF1fblQFQDeb6ipaUspbSkY3xAUUOT7vcvygRqU/WXl7p33G4qe+fk1ggnpVzVWN3WvjQKP0OtBoU6r1/0hDiPFECHcDykROLs4NHi5tC2trO1iQXv74rbTulrQPrXqBo4DkhKDpEQxQPOiYUFV0anewUSCVhgROK+zqbV3ZBMjaHmvN4IF+9JCenlX97qfY+UQBTTuHldvejBgid1xtckTlEgGKAZoHii3pbpzdM7imxsbrpt0EBywnIIRYoiUKVbBCBGjZIqRcRoY//bEisUZkglKplhgOCApKYgLGCXTHDAsEA9tFCGECAGnJIcrhISKQCAQBxFFaXhO3zu5NjRrOCjU3TWjGUAWBP5gREkB1tVZX5rfpFLpzAuasfz8mv4NEgBEwre+sWVw4wpIHElg3l2d2Wb2YIIkA4ghv2vZaNsO0AASy+Aur9u05SQ4gfI5tRuWTWdIAV5VV9ezYBVAER8cVJaleY0OJ2kAWNDqgyFMksQHqpJBDurLSyo65jdUus2qsrIbPVoFQKEC+s0tnSskyrICQsjr0ltcIU6UBBYPhmhOEHkGD2IMx2ChgN267di1G012LLhZequoamAtEMJoXhRFniSCQYoVReHBqkSPL7AvVNW6O8D6ccGH8ffiJ0Q8RJZduvTetdYR3dbwwsb6NrkxXfeTM/n9Zt7l8lo8jD9IbNh92yHOpDN2TRm3cQkLkLot1+rcRFjsxZxpF8Yofoz3YhLFBRryrv3Bj06FVy0EJcDJ0EBj+ZuJtZMb20NN5W8m1kxt+FzugMnuXtY7N8xb/bNr+h1HeU7a5zkjKr1LYwn6ScHrw41WvzPE7nqCRgfmC3m7q29/kNY8aqYZSjCZ7dPrOzY/RzCSP4Sv6m0LG7s7mBzAee+B7fJhfIAQLTtBJFQEAoE4iCBK7cPqpj5V15j2QaEazKBIAs8dCK+AtKsayivrdex/jAXcW0uDGz4B32moKD1b3JBY1L7iDW1PDiSn5icXV8beqJmx4viutqC4NC6/4UpVrznEeVa7wq8VFdSMLy3P5+YXJRU3xaaX9Fnduva2AbVNUGTxgUE5WRIeEGowJInCwQaipMg+1Znk/DaNCwAU91rfsJalPN01FeeKGs7fbp62BBm/vrq47PS1spqhTU7YHSxr0voFhXT0V3YZPaa64qLLN1o6p4caOof0azOXL16PyapvaW+adMlAuYYaG8ftFCj8Q1V5vP57Qt31sz5M8Ib4e/HhIhYky69kXmhclgFAAVYA41Tj2ylVY/rN7KtZWYNu0rpwIjmrao1UdTWfSG+z4dRwc9XbCQVpeeVHo6+WLHhClOIL8V4KsK2Vs0mXY67l/OJyy4JbIjyW65dS/+Zk3vXGoezUK38dnl8yNN9Sffvo2bzLJUM9g72xWUWNGntTSc7754tu5JcfOZtTu+q3LI4diy2ccoW0I82/SGpe3FjNTLz895H5t8Ytutm+0xlFJ9KLzpRM2kPEUHP1ybSqqOTsS82ru7Tiw/iDm+bHRTMSKgKBQDyIIEqdo8stA+ru8ZUvFaoAQKn7Wlo6V0UAwWmuq6lPLOsZ0bt3plsTy0dogF1VV27zpG64La1iRgJlrbOhdVDd237nWtc6gDDVWVfZu2bTdMWXjQIA4TItmHcBxKmmypTB5Y2ujsGvJFSB52VgLPOzV9JyzpU032gc3xYhuNiVUNjtVQDXDefd6RptbajpXSXpoEXnoBhnf0mDxi8opKO3vEO/a6zMKZlx8iBulpV37gYcQ10dWpNzc3VscMZO7aoqywf8oiwLD1d1T6hTqnWnl/EEeXeAuxdPSAj6ybrszNcSCpJKW1KqhuesvGW25e1LVWPrxozUjIz+XdI89+mFjIoVYq659sPLrUadNubM5dwFP2bSnopOuTXnDhCyJyCEOEEz2Pbhxfol43rimaziObcI0lRb1c+Te5wCP91W9fPUAQ8RaCrOfi99cJsFamvuk8Ss6gVrXeH1T25OYxzdXJL/Uc7Q0tTwJ9G3J5yh5aGGI2cbdV58oqUwLHfa7XRnJCUl9m25t1ZORGVVzWjzEi//NKV5eHKpf25zBxe9B7bLHeC8IcHsCCChIhAIxEEeK9RVgwlkkefYA+EB2PWhtsrmRRpAwgPWrc3Ortridq1puCXqaklCXk3czcrspnH1cE/PyDoPYB7qGxlWdTeUHc2ounCrJuZaRc3w6rpmILVrGUAWGb92sjvlevWnKXlXx9eNXR0DaisvS8IDg7KSyM8vr98TaiAQFAX+gcJ4jsVCFC/Q3h2twTTQWZ/dMq8b7z57teBMXt2Z/DuZFc21zTXdU+b9bcbs/WVNqwFBpnaGqzr1Tn1tRYvRzQCtL6/odHqtPS3N0wYfbdeNDU7Mj3TXTJpBFvgvVOX2+O4Kdc3uoZwBdsfP3IszyHl9WEVGxrGcruF1y5jGuukRDFNNb1+qGl7VX71yLXNgF7PMHU/KKtdi0821H19pX1pcPH36StMmRW4bEpLScqedHlx0BQUs4CnLTXsto39KrUu6dOHTsiWPwI+2VLx1sWOTwEeaKt5O6bH63Q0lN04Vzttw8BqnjyVlVy1s1RTeiK9a8Qow21z/aWrd+PjApzGF487g8kjz2+catW7/YMPtEzljazrD+dMX30ktP5df+/nlyo5lu2qq68349Nfici/WzJl97O6Dm+YKcht2/wISKgKBQBzg8ULVb8oizzL0wfCSzNjUObklwyYKAACI0YbyG01L23PtmY0zmCTRbvO03rTS19U5tMKBbOjr6h9eGOmuKxnckEHYNa2vGbeNS92XujUgC/N1JZca5iUINBYWpw5q9B2tfYtbrChwDw4q8Ox9oWr0Pr+f59gHqhJlanPsWkmrIQQAQJumrhd0amb7smtGdjlZDNhn1lfGWmqqurUE7dVrzYGQoyWvYtopgE+bm9ewtqO/U9lidFFArpeWd+y4tzqammb1fhBcPR3V55KqV924xLPsF6radXv2hDqpWrO5yW0/ve2j9uLwUTsB1uMNFqWmx1bPeCXwY7wHE1bH699MKh/Sb1y9nJHcs+NfH/8gPq1cE5psqjma0qJbX46MO58y6vIYlyKiknNmdnYxYRfjzKuTn0Zc+jCrLq2i4+yV3J9GFUy5vCPN5W8kddlYcrCu+I2U3h3MV1+U/XnelDkEHv3kJxeuVc6bq29nHb067KTxxuLcozcGVVOjn0bmjG/7JjvL/vFsw4rL21ube+zm1PaOMz0x6VyHzuZyNPUvL5gs/aPahe3doar874ZlNWhJP8Y47m7ato/aCTAGmw8JFYFAIA7yGKFu72p1GyLP0hT5QGha5EIm7WRpYUNKcXNyYcmFWz2qLY8YtNaUFJ8tbrx0s6JBo9MN9XYMrdAg6no7uybX/Q5NfkFxfEFD6u2aaYPLtNyV0rUMEmeabk3MrkmvaLyRX3ClZ17b2d6/aKZ5jnlwUI6l55bW7gnV4/WyDH2wAUPTAu2Z7689n1WbXNSQdKOyVWsVKGdrZenZooZLN8rKptYDrtXKorLIzOLiTi0hEOre2rir1SmlFWk3G/VOfW1Vs2GHUPD18vJ2R2BnvPXO+ayubUnYGmiIzenaJRmepegvVOV07d4TqtVN7PgYh49y+CiHl9r20tt+xu0NlaRnxlRNOWhpx0ftBoXVicZ3kkuHLfRIXfmRC4XZucXvxF+vXsEmW2o/TG7Y8BGjXbW/SCq6nFN6NOpqwZzTFRI9QXqs6farF2unt2VOhpBp6eS5S1fGHGtjfb84nXGlY2lmpPsXkVnXW4fKynJO3ZrZCoLbMHU86XrV/FZdSc7P4/Ku5Ba/nlxYrQ4GXaZrVzKPXa+Oz8h8JalZ4yZVA83vRd3M7NIsTvacSi88kZZ/OndA59qpqyj+NKUq4Xr+scJB/a7g9NPbXnpv0xw+yuln9TYvEioCgUAc5PFCXTcKHEORxBdCSSLrt2+p1wzqddNOkFQEhmEY2reztGZY3timOZrwe7y+AEWTmNft9YUEjvY4rQtag97uZniW8Lt3vAGGJhnSZ97YVK9bdn27Tq836PX4AyGKIh8akWWo2QNCdXs8DP1wG5pmBCZg3thYXDWsml0cz7AMywZc2nWDWm/DaVrgSc+2RWOwenCKYyiG8G4YjEvm7cCuB8eDnl03hhM0GXDvunESD3ldxg2b22dsKq1qmdqkOZb+wjywNLXjdO0JdWJxzeTCbR7G4qEsHsripixu2uKhLR5KZ3JpLAGLl7F4KJuHMW17VZu7G7uc3emfWjFP6RyLmx69k9qweVSbHrOX3/Fg86tbE2sO9ebu2g5h8dJWD6U3ORe3/GYva/Mwdg+mMe2orLjdhanWtybW3abdkHrdOqnbWbXuLm8FLR7GshtQb7r0O4TeuqvZ3JlcNk8aAzY/6/CTRotzdNkyY3BqTF6Th7E6QwurW+N6z46PXtab+9W2NSfpCgo2t29GY+pftmkc5Laf3vJQVje9v2keyu5lVy0eJFQEAoE4yJOEynMMSRKPCsmwrMixIsdyNEUSBEkQNMOIPCtwDE2SFE0zNEUSxN0FkmVYkWd5lqZIgqLovbUoiuY5VuQYlmE4mqJpmqFIknh4OIZ+QKi7Hg9NUw+XRBDkXm88u/c8gCQIimYEjhU5hiZJkiBZlhU5dm+I/aFZhmVoiqSYvSpJimVoiiRphgWJtq2MlbTNOQI0Rz+6qu0DQt1wkVtexuyhH4o1wNv87L2bWz7OHuC3vPSWj3MEBXuAtwd4i5fe8nP2AGf20GYv6wgK9iBvD/LWux1a/LwjwG3tdeJl7QHB5mPMXtYeFBwBdsvL2oOCPcBZ/bx9bywvaw/wVi9j8fP2AG8PCtsBbstDmzyMNcBv74/LbXlos491hAR7gDV7WVtQ2A4JNh9jctNbPs4REraDgv1A8fdi8bErFnTJF4FAIB5gX6iDDwp1y+FaXjNyHEseAhianlGtkBQNAHNL67tuL03Tv9whCZIkSJrhZZFn9tz9qKocO6697/IdX1gxOgmzlza5qZchWz5Gu+WdR9/li0AgEAd4hFCXDU7Hrm/FYMEpJoCRLzwYTi+ubAQwSpQVjW5re9cfwunDUJVtx6MxWDhBntVsGJ2EyU2bdqmXIWYPvWr1q9fNnCCjoKC8JGEFmRMOfg8e4mEeIVS1bhunBYOTNOwQhyRGJ7nuwH0Et4txOgf+wus5WNjev8Yd4uWKc3/bDU4UFJSXInonYXQSgoSM+lgeEOqsxjq9bFGtO3hRIlnxUIVgRF6UOUEmmBdfDAoKCsrLGRn59PE8KFStdVpjUa07ZEX+8lURCAQCgUDc5dFCfegX2hAIBAKBQDwZJFQEAoFAIJ4DDwnVNq2xqta3kVARCAQCgXgmBFHqHNW0DKq7x1eRUBEIBAKB+Io8lVAZTLbbZKtNstpljP/yTkVWEZ6i2f1ubZKXVCRBEcSH27CMHKDvv6tM5BRBeqCBd0eyWmVs7/dZJYXjn/b9VIqocPxX/EgV4ZWtVsnpfYq1FeB4RfyymgTmEdv+RaigbLdKVqtktUkBWlFEhf/CWhQth9gDM8YfmDEF8MD+nNscv9w36wmUsuOQrTbJapUcTll4usEkUaH551OXzMg2q2R1yo+cV5FXBBkAFK9LdnruH+4cJlutks3zDE8oRUYmGfTZPAQC8TRCVbiin4X++af4kbeII69ip25RQe7Jjx6K5gYx0fNlflD44nvdvk1cH2E0dXj3/MNrGdbYxtV7d0pzBdjg+t3aOGW2i3zvPezIESwinnJ4ALb5ji7G93RbTq8wrUMc83SND9btHKMuReBHjuBHjmCdK9KXNMfFpnZiDXvyjEnTFwm1+ksexGWWvfa90I9eI468RRx5lyifE0y9VJPqoQKUxSWme+P+NC7XE+26uz17uOhjgR/8DD/yFvHKj0IZI/xTeu7ZEbvCsB98Hz/yDnHkCH4sjnY8xRMsANDPkRFt7NcfntzhK2OwI0fwI+9jlwfZ0EOHlaLMVBN9dgAP88pbwQs3WRIAAIIm9vox7PUj+M8+wQvVPPt0Vg2tczProvD1i0YgEN9wnkKoElf+Or61/ygn5+cHC1dEAJhvp6OjyWsde+eG4mAmHR1NNaskoPm0n/p//BNybf8Ejl1urW3q33p4ZJkrP4Kb7wtNms4Pdc4IxjVu1SQBKAYNu2mRtrf5oS0JQOpNoaJvknkXgqP6/dooLR0Why1xAKDMZGMpxcx4LfGP3w8VjXJrDq4kl66sZEbW2HmnDKDMr7JLPhm8fGYMeb2HB1nuyw79/Q+wNhU/u8ZqvQqAPKZhV11yYJnJz6OLxnl6h8+LoaJTaAt9v2reyaRG4UsuAAD3LP3hCcxIKYyFi4klY84yVgZAlroWmPJEOjqG1lpl1xL9vX/wf1jJgiKP1FDR0VTlkggAwTW2uZaOjqaujXKMm435a/9rH1BbBAAAKNjUnaqemd2HJoz3MyVvEO4D9yzdIRrmhbUldmNbBpA1i+z2jmw0c9PbMoDUX0BFZ9DF17G2e0I1sxmVuG3PLkHm9Me4S5H1DUx8NBV7lV4JKADKcD0VHU81D7JanQgAm+NMdDSZ0sHJACCIRXlUTDTVOX1fUNaJ1qrapS88rRCaj2IL+gO6lqSFGa6zhoqOpZeMfHcqHXub3RUVv4Mf7WLSkskrRRwHYJwi3q9jAOS1Ljo6mrzewXG0bFDzTgFAlLUa1koppImLiSbjCli/DADAWfmLZ8jom4yVuTec0pkb/CydAQBghdiPA01qCUBuK6aiY6hGnQgA42VEt1qsTAj+5WuhNqMIAKBIeWf9STU8AICX+/jdwLwLgBOLM8noC/S4UwaAnQXm9i06o5oemRcAQCLF9Rl+wyCsbckAylIjHRNPTdglAABcqDpDRcfTy+77k+AYq6trmnoOzxcQCMShZE+orYPqnicItewI1qsSTRZ5x8AkJIV67ZJ5kHrzKN7YyMXGh3JnmLUGLDKWbGykYt/HRwxc1YlQ7Glmh9h7KBHsywsNaSknPvk4tX3O6d2/F2Su7DWsZ1E0mSSrXRZBmivChhf5pkqsvEMAUOoLQm39wsQ48XkPpWvA01PZxi7q3dcDjdr92jgPd+l48IOrtNEkbdkkh080dFOfhRHTm2Lp1cAPP6VmZ/n08uDlGRFAzigPZU3R09nY5QIqIww3bsvLjcTxKEpvEpKKQ4WrEoAUWxCqWRTq0/zvZlPjWro0OZhTzXZXkDkpdOBu0StV2M3u+2dbHqfotDFXPgqmVnAll0KfZNM8xr3yhi8+k6tJJ35+jTBqmPCIYM44t9iAH4snhwb57Fv4pF2ayw/940mssZE69VZoaJXLfzt4PpX17j/WMpvzU9Xnz33yyYncgZXdwL7PhRBT8Ao+ZpRMJsm+I8sA2nqyS8VX5IZapyQAqeBaaHJWqO/Azo/ymz3EhWyqsYOKeTvYoLn7mG5jL+dgA8uiySwttBNhZ0nbJncjFW8d4PIjAhm3ee04de4Y0dBCffZz38k7LK5jjx3H2gb5kgK81cgsXsOOR9P9HUxcHrHq3+/Tv7HcmXcz5pNPYqr6t13Bu2YVWj/C6tsFk1kymSWHXwaJv/Bjf3IBV5VK/PDHgbp2JvmjYGM/v1CD/eifQjVtTML5UMGkYF0mP+tkvTP0+3FYXSOd9mmopp5tbMIHHLKywxRm4Etb7PXwUEEH31SFJ7WyYki4GBHKauI7a8nsFip49zzRMEj8+K9CRb28ySJtacQgJveV4Z8lUkNDXGYBPmeX1DVEz5o0UYy9E4cvuvaOKHmsFP/hX2NNi6LZJlo0IsFIlVdC0dnMUDeTUUlsuuTiJP/RHLp/jLyZTNhkCOnJK9nUUidVNsQ75qmMeCIznShKYxhJ7LoWTMtjhlqorDjSwe1XFTAuDlVf+/iTT67ktps9vl/a5QEEAvFiuC/Uicdf8s37h+A/vUq88aPgv/0df+YUDwC9OaG8WREAbL3E1ePBlNjQhEkGgPUaPGOSWriKDzQ/cJWN0w1kpCWfTkhKK5vef9BT+Ly/D37/p/gbb+CfnqZ9IKmKsaFFvqMer+0TAJS2CqxnRJidJc904KXhoZkdAJB60kOdK/drkwX+5kns9TewfzyOjdplsPB1TQwPUFUUOj8kAEBRLXZtQQSQ8xvwa2349TDCBQCswotAqJk7PTzIytVKrFInAUhJFVijWui8hbVvy2CjP/zzUEE731FJH38/OLiz9+AnT+cHawbEg4+E+Cx5NIcAAJDZnE8wg5H7ODk0TwHw3C9u4xYz39SGrbmlhqTA+5fozh7+/IlAYgE730JcH+EBQFVEtNuF6TPY9MwDVxgD001paUkRsck3mrT7G8uwqf8j+MPXiTfewE8nMiTAWgPZqeLrirHueQlAqsjH5haF1n7i8gTR8S42ua0AwPhtvOHejO1yYR/4//kV/I13iNfeIMa3ZQBQCHF4kLsdF0zKYOrKsFKVAAD9tdi5Bm6tEf9pON7Rw5ekhT48h88U4m++itd1cKNr0gNXOAPLt9PS4lKSzmd2hPbvEls+CH3/H/A3fk688SYeV82BzF99NzTnBnCx76biflAcTVhBHTdYgadfYQHAP0uUFzFTi9TpYWIiKlTZIQIAPU+9W0rM9BNTI7xBTeTUcX4V+Zfvhpo6+ZZi/IPv46pp5t2PgsWtfEct+bNXgwdPB31T7LEPsDdexz67xDgDcl584LMMprOXi/4okFHJLrYQ3RYQV6hrffTBTTG20e/8AnvjZ6H4Qi60K5z9zJ9QyHV2Mh++Gajt4hqLsVa7DKB0V4fqtMJWB16oEt3DdMME15WL5RVzACARiuhlTv5F4Got19nORvw8UL12YM9Sq9lpaVnnIxNK7nif7jI4AoH4pvAUQpW4qrdxEwtACUmnQzlzIgD05WHV6xIA7AyTeR8EzydgaqsCAJZuIn2CmLiEd9Xde8hl1c3VmTGpKRcv1q0cuIwpc1Vv4RvE/WFmC7GhRb6tFm8YEgGgs/KuUNvwwkhMtQMA8uTNUO/qfm1eLbc8uH9GRM2T7+aRVjV7p46hJbjTil2dFwCUvBose1kCUG434hktePbp+5dMfdN0WRsHopxagdWYZAD5UiVWuyhMVxHTPuDM1Ec/wRIv08mX6PQS1hTaG1Qxd+Bp9XdfXBPl2Ql2uAU/XUcBAChsVRi+us6FleFrOECQ+6iUMBv56jpMvS11poWORtPJqfTly3TfjKhqJlu1MgDMVxPddmEoChsdv3t2p4QmKksyoy9dvJjaa8bvTRAfYMreJpwHdp6mnuxU8XcKsf4lGUCuurUv1JRxov0tbNEJALBYjTfdnTGwsNeq7l29BwDANricXPx8Jhn5TiAhi60pwyrWRQCY6sIvN7DrTcTPw8jky3TKZbq0TgBQjA1schL+2i/woc39Pi1jzdnx6ekXL+aOHfw1N6H1Y2xp88ATD47LvIoZg6AYmfR6EgdF34AVNXEDd4i8fA4AAnNEXREztkBFjhAjEaGOPgkAeD31WjFJbnK1bWRxFt6/I1Mz5E8/xpJT6EspdF4VZxxnIj7Dz12iky/T6Vnszp4cJUW3zOjI/edAVeeDhfVs6WXs03g6OY2+fJkZVYvTdUS3GYgF8nILte81Rl5UsY79nSBknQw19bCZsVjEeTo5jb6cwiytCP2V5IQLAEA/TJTeDuVewzdpcA5SjeNcWz52q2z/VFTyMSdfD8ZdpJMv0Sm5jNq536l9tKYg9WL8xYuVnWuAQCC+dTyVUIt/jK36AADwVfLNfwgOWqWVRuLtU6ROJ+WkhJJbqfGc0IUcRqdjrxzFWtf5uTQsL43df+ctiNsr6nXrF145krniH2Er998oK03mhHpU/NAtLP48ozcIkeH+0lFhZpyI6CGns0IX8hidjv34VX+Var82coWN+CBYNMTr9eJ4NRZ9h3atcjeySN2OXFoXSpoUAJSKtNBHVxjjGvNBRPDmNNV9Hqua5JqSiDmDElLTV3JoZ0jKOReMLGRNKuqViGCdWhgrwoecIMVtKvIAACAASURBVAbZ3JRQr0b0OLj+JmaLvFsmzd2OwGq7RZ1O6ivEj8ZSRisT936odVGaa8TfP0PiTu69XGw5BODn3szHtzb5W7nBOo0wXY7H57EejzzQS9VrRE01cUclA8BUEd5mEYYiQyWlPLV/Vs9sqVSbnocnjPfTt36Mbx14uVJdRTQt8e2XQhezuI0V7sPj/p4lobkTuzjGzRVgnxfQOj17/s1AperuJJuZlEJMd/8dUvLKrdDRj6ktn1SdEvgknZnvJC4lUOt6Lv5T/7F6zr9IR5wlLR7ZOMsULDLL1WRdq+D1CClxoY7F/ToC5pWlNf8Xj6v6t0MVDYLeIOn10saWzJBc6sXQmh8UHX2hjAiBslYVyq3nJsux13+Gza8J5fmhm12cYZE42krb2smjycSqjq+JCqZVC6BIjQnBf3wPDwJwFvryaWzGKu/q2YY8NrTDJUTi3QbZY+Wvt9H2vdcTZGW6LPRZGDWjl/R6Ljk81DIhdBbiF8s5j0fq6KI6VsXZUrx1E/AZ4nwduS9UQWq5Eog8z2r0kn6JiTmOTa/xpanYzW7B4xEr26nJdaHnFjHoAACQfdzpH3j+IZFSAOydZOkIr+8lrl6k+rrp6iuslxNqMkO144LHy480Umt3d2XQtLS87vrCXCEQiG8JTyFUEFdKWerujfkGqnRMAoCJO2R4GHmxYc+UYscFMjyMqBiSAEAyM6lnqQX3k18jEldKWfL+TcW7QJuDACAVpBGRiVRNJ7Ptkb1urt0uAYitsWR4FtXYSLsPqFna5i+dJcLDyIulDA8AINfmEpVj/PIGM7H3yQdCzLlInD1Hlo7Qq7wCIS75BHH5DgMAoIh5GUSTUYKAkBpPpCSTxVOMCZPdGnZ7r3ALe+U4ER5D9hoefJMozpedJMPDyPiL9N4VTmKVOR5Gfh5GGUUAkGoXWQIAQKpWsQDKZBMZXscBSO2FZHgYmZrLyADEGqcPAQD4NOyWqOBLdHIibSDhSSjCcil3sBR8ndPhALSQnkAkXKFquxkMlzet7IhbBhBbssnwVKq9i7bcmzFBnNCwD7yxWRDK0omTZ+iqLnpUywHIQyVkWDgRmxC4OisAwEoX9XkYeTqOdgCAIKQnk+FhZM3ol37ER96ook+eIMMjyfAwMj6DDUjSwgTLAAAjjKxyAMDoGLVOXJknEmOx+EgitYADAMHD1upFAGWxiQwLI1Iq94vV52PZ7ftP0PzLzPHPybBTpMqhAABnYKOiifDPyWHDwbdGKZpaKjyMDA8j6ob3LpZIldeJ8DDyWim3P+08gJ8bMR688CoN5VBhYWT45+TgmgQAQArXLhHhYUR5rwAANhV39wqBMldBjWpkAJAt3LJNBlDU1dTxE8SwSQQAILjbJ8jwCPLOHLqwi0C8LHy5UJvb+Mg48mQUGRZJhkdR0eeomDhqbyEugYo7S52KosKjqZgEKi6BijlLRURSJ2OoMxeo9dUnfaSkvf1+t2GRZFgkdSqeOh1DRcRQsQlU7Dkq9ix1OoY6FUPFxFIR0VTMeSruLBV7jjodTd1b5XQcFZdAxSVQsWep09FUeBQVc46KjqMi46joGCoskjwZS8Xt9XaGioymIu7ePBlFhkdTseeoqBjqZCwVd56KOUfFnaFOx1Cn4qhTUWRYJHUqjoo9T8UlUNFxVETk/TpPxu1vbFwCFRlDhUdSp89Q8QlU3HkqKoYKj6Ri46mTUWRYFBUbT0VEUVFn6fgzVEQ0FXNuf/RTUdTJOCoyhgqLJE/FUaejqVMxVEISbdQ/acYa6/jIOCri9L1KyJNxdzfqPBV7loo9S52Kpk7HUtExd4c7S8Wco05H310lmoqKow7MObk323HnqJizVHQ8FRFNRZ+j4s5Sr/3E//fv4eFRVNTZu1saTd1vHE329j7JE8vL4uk4Kj7h/t45GUVFnaFORpFh0VR0HBUeSZ6Mo6LiyFd+Evi7n+Kx+zuFOhlDxe4dXWfvzlU0FRaJf/+/+f/5NTJ8b6ef2e85Ko4Kj6ROx++Pstft3naFR1NR5/bvjzlLRURRETFU7Ln7xZyKo05Hk+ExD6wVEU1F3605Jp6KiKT2jp+4BCrmDHUyijodv3dskGGRVHQCHRNPhUWSEbFUZCy1N1fx5/erOhlLxZ6n4s5RMVHUwAByKgLxUvDlQtUZpJ4evqfvbvr5nv4DC/0P3r93s5fvHeDd7id9js/wULeP7Ln/MXf2fWHQL5bxuK6+9E9PHvEpB+07sPDIGXtooZfvHxK83ifN2PrqY2bs6et/8rYcWGtoTBwZFh67l3v4jc0nuX93V+7pfVL/9xYGR4WRMeGx07I/rjA0LQ6PPsUufsrd9PRrPa74L5b6uP3bw5tMX/ZhZQQC8a3gaS75IhAIBAKB+BKQUBEIBAKBeA4goSIQCAQC8RxAQkUgEAgE4jmAhIpAIBAIxHPgrlCXkFARCAQCgfjqPCDUOa1tRmNVI6EiEAgEAvGMPCjUFduM1qrWIaEiEAgEAvFsCKLUOaZpHUJCRSAQCATia4CEikAgEAjEc0BW4BmEuuPc3bLYrTaHBQUFBQUFBeVurDaHyWJvG1a3DS8/lVA1K7qVdYMvhLn9gb14AgFPIHgg+3fe++u9ll+MJ/CkBvd6e+558rgoKCgoKCjPGm8g6PT42keWnvYMdXXdYDCZGYEnGGYvlAi0AjQAA0ArQIsiycs0AMVzlASMAiTL3Gv8UCgZGAXIR/1prxNaUUiWfdzqzxqS40iWJRiOUoCWpefVLQoKCgoKCsWyQYLsGF1+FqFumimOw2kaZ1iCoewDkdrMtzQZb2ky39FkvL3W2enWt2nSYuzm3Z3hc9rGUi8lESyN0w+GYQiOtfdGr9RWuBmJZA7+lSEEIWAfXrtyRHP92rYbI3ju4dWfORTBigTHYQxHMTZT5YmV1kGCE3GG+do9o6CgoKCg0CTDBHDioFDtM1qbWrfzVEKlGZym/TvrXtuwJua/jp2KcGxqve5dr75WfT7MZtox3fqjkcQTLgIoUaIBaABKFHCawmkaZ1hS4Aw3fnc0/uQ2A8zeXwEYAErkKRkcTa+ORP7QavJiFEXKsLc6ybMYRRHC/k0KgJKBVoDauyndbcaxOEXhrLh3Pw1AcDzBhixtqZtWH6u4Nore1zT0Epx4vytRvL+Kcnct5pc7+ygoKCgo35rcF+rwVxEqjdM0wQEDIf2V704l5QQAaEUOOhe2ups9bq+56K/G06LcHBD4xlZzgq4q1W50UiKP0/tC3bj9JxMXzzg58CxVWUbazP039LXZTjuBO6e0539n5Nh3VodnSVH269sNpWd0dTedOyQjSQHTsGmowtSSb+7psi3WmGfaTQ0pxvoiu27C1JBorLuz6yNwQSCCG5bOK4bKi5vj0zhN2zs/GnvtX87kpjl3XM65WotqlZAgtDO3WZ+gKztn0ZkIkDH3qnU4f2uqxVh5YXN4KkBzBDqFRUFBQUF5ijwHoeK0QMGuLvVvpy5m+XiFAnCr00Z+8qcbWttWxd9MpMft4m595o/nryWbuiKnE49t22mKZ+8LNemsS4DNm785fOx7+qGWpZhfn84p8fgM+qt/OBr214ZFrX+9ci72+2u1RRu1n87EntzZwdyTpwZ/8J9UlZVOdf/K5f8ycPITc98NVfh/HDn5maEnfeGz350paSElwtEWPp8ZYyz5dPLE7+nmTdujZyZ+/usLd6r9Pt1Kwu9N3qjHvOqVtD+eK8y0tSXMJ/9Qr7KHNmqmPvyfpwvKtqo/Gv/0D/Vru6QgvPCdhIKCgoJy+PPLEKri0WRPvPM905p9q/xvJjLPOTf7po/+9nJNvWvhxsRbv6FuW8RBIR4Uqin//x2/eMYN4Gz40ei5nztp2Gn4yfilE24BLEXfG798xQfA0rrl6D9Y7B5zzVwY/fAnDheI4DVc+aPRlBwKRNOtvxtNuEYCt5H7V2PJWTjPe9cHTLUXVVd/NPmLf7E0ZvZZ6mY/+93VdYoD22ryn82Vte6MnBs//ordDzyA4fpfT6eX7Jqa58L/vXbex+FzC5G/re7WkKL0wncSCgoKCsrhz69EqMbOmQ9+a/7KCeOds4byq5bljZAgfEGo/30iJXlXgu26n4xd+IUTB8edfx6/+LETh80bfzaVlecDYKit1cTfn2/uck4ljp54zeGQOMGhv/JHk/k1pERu5v7deGoOIQaMN/528mohjm+uXvwvkxk5TsfCctxvqEc2vcbS6U9/Z1UbYMG2mvzn8+VN9p6T48c/3AkCA7Bx65+mk67vmJrnT/6mVuWhPWMLUb+31L2MhIqCgoKC8jR5XkJ1rSX+6fiZKz4eKADPUvroK/9jc8VmLvqT0ZTTTrdeHfmnS42jfmf/SkHytiVw75Kv8ebvjZ6Ncgqwef0/jyaccYngqPzecNyRHRzs5X8zHP+2kwLvRML46TctOrN7KWfm2I821rfdE6cG3/8nu03kBPt60n8ayy4nJWIj689GLmQSgs+Q8Sdjl28FXWp11L+erW3ZGc8Y/+mvqQbXQ9sD8yf+QDWoIpiNlYT/Np3XHDC1LkT/P9pRVcgypE78U3WHKrBZN3Psf1ue26XdQ3Of/6aqYwkJFQUFBQXlaXJPqG3DS71fVag8KXvNleHLJXV+TiJlyWesX0o6ZTO5HN3h6qpcnyD7je3a9B+qkn6sqWrwURzBMDjDkjxrbf14qbTAw8u2lg+Xyks8guwajFMVX3ITsqs/WlVyeZeQGdFr70xQn//ZYvrRjWk9Lcle9c3FjHMul8Dwu1tVHyw395MCaWuKUFc0EnzQ0hC+VNWEi7xj+JLqwg+Wco4tZX6sG1ZRvNdc+clc8odWzYK5+jNt8wApie7F3KW0ny4l/WC1tzPAyyHbwMr1V406H+VXr+X+XD9jRK+hoqCgoKA8TQ4Idbl3Yu2rCZXGaYYQ5PvuYQVSkgmWIXiZFEScpgleIgWR4ERSFA9+FoXglb217i9wEilIBE0TvLy3gDMcKUgExxOcSAoCztA4K5KiRDB74yokz+P77Q8uMISgkIJI8CIpAcmxOM0SgkzyPM7sLXA4zRK8TPICwQmkIBEsgzMcKQLBMjjDkqJCcuwL30MoKCgoKN+IPCDUya8uVBpnGJx58CZN4zRz/5sTGOZR36LAfKHlFxfuLj9084GB9u784sKDK95bfmzP9KN6RkFBQUFB+ZLsCbVzdLn96woVBQUFBQXlJc5XEap+w4SEioKCgoKCcjDPLFSdYXN13bBptm6YLSgoKCgoKCh72dyyGja32ofUHSOaLxeqoijmLRvP84IgoqCgoKCgoNyPKDIs1zWqaRta6p1c+7X5Ffus1rb0RKHKjzl5RSAQCATiZUaU5GcTqiRJv/oqEQgEAoE45AiihISKQCAQCMTX5UGhrtpnV2xLeiRUBAKBQCCeDSRUBAKBQCCeA0ioCAQCAEDUaLmmVr6jG+WQh2vrEIZGAL0/9PCBhIpAIAAAyM9O+n7tX/j/1a+jHPL4/qd/Ffz974AgvOhDBvEwSKgIBAIAgIqK9/8v/ybwH/4zyiGP///4D6G/+Fsk1EMIEioCgQB4UKj+//Xf+v/lv0E5bAn8u98O/NbvIqEeWpBQnxvOHceGYc2gW0F5GaJf1zAM/aIPuufJvlD//e8E/q//wt4q4hqaUQ5bQn/5Xf+v/xYS6qHlrlCXkVC/LisalVajxkJBlJch2uVFn9f9og+658m+UP/P/zvwH39PCeEvuhzEI8Bffcv/v/8GEuqhBQn1uaFamD2fcOZFV4H4FWHa0H+LhSrbHE9uLEqia8exZdqwmDct5k3L1qZ1y2S1mEgCmfiXCP6TI/5//e+QUA8t3xihKrKsKMpz7lO536ciy/LX61+1MHv2TOzX7ATxTWHTqLsnVNOGrqLkdkXJ7fqqUrdr+8UW9pV5JqGaTUb1wrRudXl9dXl9dXnvMrhudXlZPct+u66EHyqQUA85DwnVMbtiX9LvSPIjrPAihSruNl1NLOvXP99e7UM3ouPPzO8qANxgzrn8psWv88Eu1cLsubNxSKgvCfeEatSvZV3Pqmlta5wx5txpKbp1Y9f5JTY6nDyTUBfnpnYcNoLAMSzIsfSWyXgl7dLs9KRqfsrv8/xqCn4JQUI95HxDhCo4iqI+vdayxniNSzMz89OD9R19a5um2Y7atn4NDQBAaka762tqhjRbPAAAuTbd0dLaNjU1NbtuUwAE70ZfdWVT35j3wEFo7bz4o+/9ZVThKCNJnRePJhVPAIDHOF5XW9fdPxOQAXD78vTk8uJ4fXPr4saWdrC5oXXSyygA4NfPN5eX9c6usnd7Q0J9qdg06nA85N51ZV29NLHqmPBCtRmS1yGvR3X7RhrxDbzy+UxCnZ0cM5sMPp874Pc4bFuxMaf/+I//e3rapdmpUb9v/8Sd9W1MTi26H3W+ymAOa+ir+4D3+wPekCz65gYGDa6X6IQYCfWQ800R6nbZmbDcbpNnPvfoB59U9A/fjHrnWExSR0vZqY8+L56zB/WdVRV37uRdPvHxsRGL36mq+uD46erG5hvh//R5ThdFuurSzt24XV99PTrrzgR5t1drT8axI//46nsnB3Wuoeyw9Ko5hrK1592uayqOe+fo9XYjZ+mMOPp6dutg5eXPPzwWXt9anxx2LKlxCbMuZMdfqLpz52ZyZPXE5t55LRLqS8WmUccy1OzsTElRHieBHYOdEAw4oMgo5eXcMG0aXnSBz8wzCXV6fMSoX+3v7ZybHsu+lv7nf/ZnH3/0wfrq8tTYkNe9u9fGqy776NP4GZciy7IkCQxF8iIAAOdW56UllM+6RAAAicRxRlAAQJFlSZI4imA4CUCiCJxi+HsjCiyJE7QCoDCuptSzpa2LDONVjY5t7JKiIOw/YimiKEgAoPAMTpDfvrd7IKEecvaFOvzNEOqmd6HwZHSqBcDWeOFUfBENfFPiyXO1KtJhWBptK85M/PiNXzTPrvflHjuZOwAA4wXHYwp7bSsdxz8Kb1nQz9ee/ygsyUjt97rRnp4Yf6U4Py7qSkFh4ueZVbMy716cGm2uyjjx7jux+dOUre9seMR4ALilitMfn7MALJUnn8ponGtOOxqRpjLoG1I/CE9rwBQAJNSXjD2hzszOlJcWAAAlgCUASx4YckL+zWubm8YXXeAz86yXfPt62n720x8dee2V7/7t37726k+nxocCfs/4cP89ofq1NaciU5fcwbHbaRk3bpfciI5LrHRx/FpDxtvf//6n1xocXv9045XY82fPXSrVhVjPXN3FuLM5mRltYwuLPVUZ19MvxyXUDeslUEjz4NW0i2dOnbpR3r8+V3f89e9/HJWlWpuvzLoxpjMPFabe7lgHkAauJ+S2atjgWknC+fNxEXkNoyH+W/X9fEioh5xvmFA9C0Wx8Rk2AEN9YlziHQrwhsS4zKaRwYIzUReqdjzGwvPh9RPajqxPzpdPAMBURVRsQY9pof699z5MyyspKy2p7Rl33RWqseVy3IUqj1+dcey1f/7+6zcatdvq4o+On58yu6cLExILJwlr3/mTUbMBCM2XxIal2UCYL0k5m90wWpv0xoen80pKy8tK26ZWaRkACfUlY9OoIwnMbrOmp17c3g0AAK/AFgHNY4v51zNDIexFF/jMPJNQ56bGNer5c2dj//zP/vR73/1uc2ONZ3fHteMYG+57SKjL3kDX2fej05oxaj318xPli0ElNH3+5Ol2I0/MF4RFXbaK0nRe3PnKsa2h2yfei1rwyIrs14wtapfaL4W9+15kJc46qlOiKiat5M5Ka0Ov3bVVFvdRweCWwqykfPp5y/LuRl/m+WttWGg18fOwRq1lJCf6YtmiTK9kRB5rWQn+8mfuVwcS6iHnmyJUe2Hkx1ntRvdsXvjJS1sK6KriIuJKCQhVx5+6XN3XmRNxrmrCttx56odHahfNq91XPzqXb9jSl8cciS3uD7i0VyJje1a8toWWlgH1vVc99fUXwk7dCIK8Vn/me9/57pU7S5sTN6Jirlt3dKlhb0XcmCAsXbHHTkz4IDh9O/yjC1vAT+ef/TyzwzpXFx+TqXO5VT1Vg8v2vclCQn2p2DTqfD4PACzOz1y/maNemN1xWCcnJuOj3q8uDQegvrSHw8YzCXVydMhq3rBZNhMvnM3Lyfa4tl07jl2nY3So17Pr2muzL1SPr/NSRFrlIoDjZvjJ3FEnELPnT0V3myn9nYQP3/nkava1S3HhKfld2pGi6JgchwhAblaX5twoqa6+ceZUUq3LOp16Irx34+5zFGGnOPKDomErsGtXPo9oWQ1J3vHUi+l3SrPiE3M9hCkr9r2jpy9ev34l+uSJ8qlv6puuHwkS6iFnT6jtw8t9h1qooqf71rWmGUdQ156bV+1SwDZUlFfUxwA5VHizfNxOGfquJUenp6UkJVxo07gxy3hi3KnsvNzsmA9j8ntEULZnWjJi45LSUseMoXsbYB8rz8lrCgIAayg7k1jdp5dEW31qYnLSlZSkc7m186Hd+aLsmysYkGuduZnlLhDW2ouz7syCxKsbCi9FR6XlFOp8DBLqS8jBj80sLc5mZ6XfuJ5ZWlzQ2lwUe/pP+9rjZekb9maZZxLqsmpucmxgfWVJvTCztDi7sryoXVpQL0yPDnbj2L759oXq9nWmnkqv0wBYr4efzB93ATZx5mT04A74Bq58fCJ5zefbUM2pDLtbg/mnIq87FKA1FcffP7kqgKX32omzlYGAPjfyaMm0B0B0GA0+r6nw9NGKaQ/I+rQT4Q1LQQCsOTPyyJFXkpu1AN7ShI/ji0b8buvi9NRWgH3yhnyzQEI95HxDhPqMuGYrosLD8gpvJ8adrJ60/mpeRVmcn4mNiUQ6fUl4whc7zM8NRHz2h71tcRzzTfoAyTMJFQsF1IszU+PDc9Pjc1PjMxMj0xMjM5Mj1q3Ne5/t9i1VHD+RqNr1tiYeT65UAWxd/eTY9aFt4IzZET+PutFp21goyIy5WlR4KTa5bc3pGMg5/vlVCw+Kfyn75GcZ2XnnPn/9leM3PApnHLp16vzV2xkXExNzNpy7renHj5+/qdKOJn96ombeAwAb3deO/N2r7RskANhna5JjUktyLySl3zIE+CdtxjcNJNRDzrdTqCBS1pXJ4aGhubUt5lelOO3y4vzcDMsyHMuifOuzvqrxeXYfdzAszA989tHvryz3/4oOvufBMwkVABRFAVDuA8pDX70iEE69wYxzvMes33LhAIxVp7f7WQDFt6ken1K5KRADm2PDg3PrOwDA+u16g5WRAAD8m6sTw5NLyxqd3kwqAMDolycHByesfhYAcLdpcnLc5HBaDMZdjAcAEXcZtZuEuFeAtL08NzQ0suX/Vp2eAhLqoecBoS6sOuZW7MvfAqG+CGwWk35du7ayhPIyRKOeo0jiCcdDIOBlWeZXdvh9fZ5VqIhfPUioh5z7Qp1CQkUgXmKQUA8/SKiHHCRUBAIBgIT6TQAJ9ZBzQKjrSKgIxMsLEurhBwn1kPOgUNccc6v2ZQMSKgLx0oGEevhBQj3kIKEiEAgAJNRvAkiohxwkVAQCAYCE+k0ACfWQg4SKQCAAkFC/CSChHnKQUJ8bzh377NTY3NT43PTEtzxT43NTYzsO24uecsTzBAn18IOEeshBQn1uLM5N77p2WJa5G5bjOJ7jeI7l7t/5uLDc3WYcy95bhePYvTxuRe7Air/KeNyuhdmpFz3liOcJEurhBwn1kIOE+txQzc+EgoEXXcWvCBzDFuemX3QViOfJMwmV5RjThn5Nu7S+sry+sry+qjHoVnRrmr1f4EH8kkBCPeQgoT43VPMzwYD/7i2Z8CyX3s64kHDuasEdw5d+p6hCrnb2bdMCAHhU1Yk55VYGAETj+MR47/CEaoN+zDcSiw7tZN9Y6LltxNOChYJIqN8ynkmoBt3qyvKixbyxZTJumYw2y6ZBt2Le1KsWpp/8jYyIrwMS6iHnWyJUIWhbmhno6+np7u6eXnMCAIj+5dlpo/tLfkJLpr3rao0Le6qfpBCwnRX1qp959AwcFCrn0dffvDWmd2EYZpmtzrxWs4tjdte2j1ZAoa3OHS9GBTdXZqcGtLa9H0CW1rqyOjcIAGmzNfGT6MudyxiAv7fnTs+ydWPTKfG4yWlUD/V1dU+7MAkAaKdxqKu7t72xt6YVA2A8uu6O9qFJgwTgN20HQiIAYTKZAhwA6952Wpln/80dWZY1y0uTkxPT01NTkxNu9/3vgkdC/fbxTEJdnJvccdgwPBgK+lmG0iwtnIw40d3Vrpqf8qOT1F8aSKiHnG+JUL1Tt4+9+WZ2VUNDfeGZz881TppA9MyNDq7u7P3OsyKKD5QtieLeJvK24bj3P23VBvZaCeKjtHP3NzRCy3Xh75+edOyfbkqSdHCaDghVNow2lNxR3/0LtbGoD/mNpU13Rq0yyJai5oZxjbbtSsz16sZ5k2+vkc861dazIYN3NL+it/5OT6+axLfG25qMztXy0lEuuHI1Nfb67fqqrMtZDYPubcNAaXZlbUNpbuqtir5QyNxwIy2v+k5xRnr9/Ia+o7R/0UQ5p88e/aDDFPKp+lpr+4ivJNS8nOy/+su/+P/++i/ffP1V06bh3p+QUL99PJNQZyZGzZt6t9sZ8LkNutVPPj76ne9853rW1dnJkXu/aifgWz0F+Tl5uXk3rt2u793hAIBfnWjsnNsUn9i5Z3WksWX8/nmuFJjsqRxYcT2ysRLQ3ym+fruxf5cDAFLVX5qdc1ttJx9sJduXuhuHFh77s++so7+5fnaLAADSMd/Q1GN7xGm24t1e1Xm/gsbwFYMJex4/j4uEesj5tgh1pij6xCUrAABYezI/js0yu+0tRTmDRpLHV8sy05PPRlwr76UEyThUnJKaWZCZGhl/eXATk72zSZ+d6jWSjG+t8uaFlJSUa7cGdhyzt9OvzDgVELcqs1Ka1fvPNp4JwwAAIABJREFUuLGVltgTF1ZcmLb35uX8oors9HOpN7Xu/QeHA0LlF4fLb4xZHihRslW01E3aZZBtFR1tkxpVV0HW6oH/34x7c7J+2OOdLWxTE5bp+oGuJd3KUPMSRWrLyye4gPb69SItCcBp/n/27jO8jTy/E7zf7qvdZ+197s72ne8847V3fbbXO+O1Z8aesT2emW5Pz9x093SroyJFijmIOWcSzElijmIUc6aYA0iAYEAGkQEi51QAqhB/94ISJXUaUU21qNb/83yffpogUPWvUgFfVqGAqhq6vzo12NO9DgBO5uxQ38w+tb9iaAcAAjpye8UQnzs9sL7OXt+oDb0xyjnc2Vpcphieb8UqFbLLn37403/9SVd785O3o0L99jlToZI3Vjisg957HdOTI1kZqd///vdvx8fIJIKt1SXDoyMZbvlC5LvXGmb2mIzdzorY+PpJq89zzCXvCjQAQNjUQr5IZ3l4QR6vVcHnC5VaBwAIxkkh4UX7QpFErvYAgE9ek/JuzjAbAFwW1dGR2IQ9buSAdPrTX//999+IeCDGwSerD/3H7/3jv3XTLABevVLEF0htuA8AjGIamSlye3Gb3WzWqaUShfXJw1K23cxbVxs3tQCgp7VeC0nd0QEAuIzSoyOR3u4FAAtvPicuvG5R6PJDENOKhQKl0QUAPrfdZDZpj8USmZp4ND2H7ph/JDC6/AC+o9m6kMiC9SPT13/pRIV6wX1rCrX19q0sDhYEAEw4GheXu8Xdrbwd3nOoEw4XXLmetbi5Nts/LHdgtMHMD8JqFGb9WkdKWMmAUrxdGJnwgGfUSg7W1tYXe9J/9UHM/d29vpzw8hmxkzOcEHZ7W/vwmWdjjiZFZHO01u3u2J8lNCrUso6kKzWTrJOV9USh+rkrg6399Eejw2VMoc0s6J4a3lYBgOrezMTaPnOrp1v65FOa0DMO5hfHBpbZCvBoBnvuT84NLLDsYN9v79wgjIe1w7NSDMDBuDs5tTAxPDjCBgCXgLI6Mr2z2dOyJQaAgF04U9sucmhWuoemH8zMzowPjN0f7G3dMz3/RdabG+988P47n/mQDCrUb58zHvLdmp0effONn/38Z//2ox/+8MqnH9EPqCaDdm15/rRQ8eOlhJtpS8d+AAjK5tNCoygy9WJnSv7ADqbnNpYkZ+Xn3I4m7evcAZuosza/rr44PiJ3SWFRLjdF34hsbKtMvRlWN8IKBnUt+dcrFkQO7V55YVpqWmZBUYfY/OhAkXQhIeL9jz6M7lvj6wULpTevXgkLHWIa1LsztVUlZXkpWfndBqeHM1GQVD+qlGxnJcTWN3aREkJzejYfX13PflCcGN17iAGA62gwNr7gwAIW3oOGvNuFpTnJWe1is5s3VvnJL38Z3TClkB/1V8Xnl+bHxhfsqB3q1Za4kKjG1qrU0LCagb0ABLS8mZKcQlJ2Qm5li9hkmC299dZvrtSO0L7+xfxQoV5w38JCdQhG42Jzt7h7dWmx9w6sLsFk6KV/vxSa0jK0afXie4M5CRXjOAC215cUW7LPWC2KTpznGNUHo9V3Gu51VUTeiBtkmeWTlTlVPfO9eUll46e7kSeFytZat+/dDq+e9IF3mhRW1Ld9skaefA8V13L6qxvJIhOO4+r9wfLyfqtV0ddcP0rXuzVbhdV3Nhis9Y528VNv3frl+4NJ13J25Q4AOGgkpSUUHHkhaKI2t64Shv2KgQmxA8C2VzU6u78+1VTTcWwjhPPNta1TwqOF8ppetRs/3rlXUTOOAXBbU1NKy+lmTWdCRG7N5Ne5zrJIcDQ/PRZ4epNAhfrtc6ZC3dlc47Hp1ZWkH/7wH375728uP5jRa1Ua1fFnCvV2SMqc0AkAYKCWJkTMMyUzd6Oz7q2JaQOXf3Opfn77YHv7SO8Bu5RKO9waK7r84QcZE0zV8t2Y8AIZgJXSFRVeINHJOkrC6mZ2FxsTkxvmcULXFB9SO/PwDQi/eCY6MbKwKLf8zr2Z7vry0rLsvOje3WMVj8+lPmivivvNbxJ2ZGb2eGZkWb9Suhn+SfgQ0+E+bL6VmH90ehgWY5Kir0amFdfX15VlhF65TWLqtH2pN0vHBAC+qZKY7I4t3LGXm5D4QAYgHvztu7+uHlk+2NviaJ3y+brIm9kSADu1O+pWPlclaE+/UfNADkCMFcYUjlAV5J6I+AbFM52n8TugQr3gPlOoSgpLcXikfgULtSXx0SFf9Ur1jeRKkYZXnRLdvat16mVM4TF3seXjf3ujYZ21P1wUnt7tBDBu3o1IqGJzNopjUxYYvIGMK5l9LABB/q24Xro9qF+riguJiEju3pCczuW0UMk9txPuzgfAM1ESWjJA+XyhAvgtopWGitzszIyShk6W3gUQ1O6OleUmt9bW1o8u0AWC/ckJxdPPCEK4XNHQIrIDABjpw+WNk3YAv5U1OrbnsfB65tcUTgAHt3OBbPK4uPOdhdmFlY3N87NbRIBgzjSlZmUVFTbTjW4A0FK6Cip6TAB79yualwVfb+0GIfjZHVxUqN8+ZyrUzdUlsYCn0yjv1FcP9HWZ9BqNWqFVK1YWZ7+4UPU7RdG3FjnS2aaYtG6y120eI4VeuXo5IquULLXraQMZ+SUj64ttqfGFEwzF0t349FYjACjmM+MTaWJRFym8+v7aYMGnVyKTy8pLc1Ozhta4JxulXzx1KyHp3vBgaWZ4eHxy39RUTUFk3wZnub88rbJna6k3NTJlW2phT2RHVwwci9ZT41LXlUGc3n4zKZt1en6847Ak/lb54BaXy90ZKw9PLN8TUklxcb2HdgBgDqQmlvTpDLS82PiJIzeAeaoqMeTKJ5FJaUt8i2TxTkJqkx4AlAvZiSlL2yukiNAprh0AdlvzoypGj5bbb8XWiD7zru5zQYV6wX1bCnXr7s33LtUOjI2O9hWnZg1uisHDyAkP6aApxasdyZl108NNkfHx8zw1Y5x05Wr65P3e7NTw4ikmpthMuxI+w1ZTezJup1T31ie/8dsPmre0AM6xrHd+eiWP+cQ5CNbDgcgrSQy1Zb01PLRy0g+e+9kfZ3dvfVGhAgAEfASO454nyijgJTzec1uBXoLwPjFxAsc9X32yx/lBhfrtc6ZCZTP3VxZndnc2aZQt2s4mlbxOIa9vrS9trMw7sYfVgcsfxN1IXVIAAJgo7TFR+VKrZfZuRGr7skZG32KIfBZuxidvZTROL3ZkJhSOA+gaE0Oyx1mqpTu3bqZwfWCndkbeypfopO1FN2umqYuNiSn1s07CxthcP9I8nItfNHkjMmaattea9sHPPkik8Q6qsiM6Z5Zroy930QxexczNK7cpMuvJHqpcuJYWm7KpAtd+c0hiNsv2aHns+4Xxkd17NgBwsPti4osOtJq+lJM9VP9UcXRWxyZmJKdFxc9JAz4de2eX63WKq6LeDS8cZq02R4cmsQlw7HZHhuVxVYK29Bs1D44BiLHC6Pz7O6LllpDoesV5PDdRoV5wjwqV/moXqsckoa7PTE1OTIyPrx4eAwD4zOz9XbHRC+DikBfHR0eXGAqAwO69jMiCpo2F+akNBhYEIPQM6p4G8/mdys3ZydnZtW3KjlBt8+D22cqQmOox+xNrwms5PthlWN0evWR/j68KQkDBprBlxpO70Chku+2b/0Toy4E5HOibkr5lzlSoTgzjcZiHe1TGAY1xQKPv7x7uUxkHu1qN8vSseFy9mfXhpwn5FTUVpVn5eSP7GgB8uj4is2fTINkh5cbkkqoK0xLmOGabcCw9Iq44Lyvk+qW8kV3ZWlv0jWvVDWXJYbfbZvjBoLa14EblgsiupZUXpKWlZ2ZlNnC1D9+K8YunQ6OiJ/haSmNqRGyzxXFUlh7atyeh9pKSotOLM6Pf/ihuU6BjTeXGVA4eizYyEtK3VOA6aAtLyWM/LtSDksToLooeAIyH92ITCg8tYOYuNOQmFJblpZUPiM0+IETNSVejSwZY+5tthVF5VdVFiWkTTJV8pSXmRlTLvcqU0Nst48wA+DXc6eKcfFJWRnl9l9LpdfNmUkI+KWlZsXzJp8mfHSrUC+60UBde6UJ9Zj7mTENp+xLxO+5mmG8vS8spJUvPcKr7Pm1HLOQbdFqD/tsenVYqFuxRt7/WPwVywZz7Vw8G/YRFrZSIBIIjnlR78rdmALMajA4cAAir6ojHk2vNAQAAn0ktEwrlOr3e4nB53A6TyayTC0UyvR8AwG8z6yxOHwA4zUoeT2R0PLG753XqDQbMC36n1WTCgkGPxah3eINBwqkUCaVytUGvdxJewmk2WjGf120ymtw+CBJ2g8n8+OhRgLAYDQ7cDwB+wmEwmokAAIDTIOEeCfXuR38imNViyTHmgwCmER7xZEpDAEA0QboZQaJLRSKp7nRYdq2MxxNa8SAAQMBj1UokMt3XfxcVFeoF97oV6jMK+n1f+InUr2IxGQ/3qAc0yuEe9dudk2VEn9//lkHf5ft8DOzV+6Ortt99x3OACvWCe6pQaWwllaWgo0JFkNcPKtSLDxXqBYcKFUEQAFSorwJUqBccKlQEQQBQob4KUKFecKhQEQQBQIX6KkCFesE9XagcJZWtoPNRoSLIawcV6sWHCvWCQ4WKIAgAKtRXASrUCw4VKoIgAE8XatBoftnDQb6A/Tfvm/7j/4YK9cJ6XKhkVKgI8hp7WKh/+Kfm/+u/eqZmfbQ9lIsW27+8Yfr9P0KFemGhQkUQBOC0UP/4u+Y//q7pD/5P0+//EcpFi/kP/9T8x99FhXphoUI9N36/H8fduPuMwd1+/zf1lfYI8uWeLFTzH30H5SLm4Z87qFAvKFSo54bPY+/TttnMgzPlYG+Hx2G87LEjCGChUYbf+z3Tf/jPKBc8ht/7D5Y//xtUqBcQKtRzw2XTHQ77WR/lcmIc1uGLGA+CnIn3wbK7qMxdVYdy0VNWhbd1QeCsXzeOvHCn10NdIHNRoX4tPA7Dbn/Gr8gO2Mw6pVJlw71u3M1j01/syBAEQZAX7zUsVFwl4oq1DgAIEmYh70jn+MxbmD614OCAr/7ccgbMyiOuTPfk7S633ep4eODlmQvVb2Qs15KKcrNTKpvG+VqXkI8O+SIIgrzyXsNCVbZlhGT3HQBAQLuUGBY+xPjMcVqPeG9piSb+3JlCxHJT+E3SwOm9fVbO3aq6Bc7DEn3mQvUq9tkqDQ4AtK6azgkKW8j/GouDIAiCXAivYaGquvKiSJMCAACMkh0XP36EB3DRYElBTnpSzxLLFwwy5zu75tkQJHaH6jPyCutaa8rqhnVuYrc/LTwpp6qSlFPRwjNh7IGcd37+y9iKUSXmh7Md8j3hoXVX9kzssQVHL2RBXzU47uZxGDTK1t7u9t4ueW+XvEcl0yhbIiHP50PnXyAIctG9hoWqvlcQGVvQuri0+GC4JiI8YV6sI7dk5jZv2rXk0qTETalm8U7C7buLau5szIeRMwzJ4XjeL0JKj+0EfTD1zYT6I4mwPflK/RzPoV5KuBY/QjecXIv8rIWqPRxrGZoQG3EhDx3yBQAQCXhMOk2nVes0ap1GpdOodFqVVqPa3yWrVccve3QIgiC/w2tYqJregshbKeX9A/19zfkhESmLB7SG9KshqeXt7VUxodf7qEdr7ZnZbQuM+dpriQ1qADe9PyKyUuYg9vqSQspHCAjMV4SXDFIwEzU1NHVB7D6Z7pkK1SxYbugalDgAAjgXneULAABM+j6fx7KYjUaD7jRWi5lxsCsWvZCj4sFgMPgFWzqCIMjzeA0LVdWdH1U2JQIAcO3m3k6bozO7skJu100ccQ7Jm2SZWb/UnJrVtshZabwcTjoGcFBbr0ZWyh0ErTcxtm7KC4GZsluk+7t2/VbijfRV1cOT15+5UAOqnd70vLzZbY5aIZNrjFwO8wUu7qvjcH+Xvk9VK+UKueQ0GpWCQl4T8nlP3lO2NZASGjnOsXzJlLzsw609sfN3zdC2O9c/RZGdx9gRBEFex0JVNKdezbi3DwABzWL8jbCRI7tkpTkro2FmqLa0vEVqs83XRkXXLjoMvIb42PKO/s6qiHeia5QOfKc9/FrpsAf8Y3mf5PRsu23s3Osf5rWt6Zw+OEOh4qwH3YV5xXV11RXlZeM7Ai6P+4IX+dVwuEc93KOoFLJjmfg0auXxztbqU4UaMI+X3/qnf/6X2KaVkxPHbCruwZHMC2CSMHlSpfJgJObDDzNaV4wEgNewOzs1vbKlOqlXr+lwfXFucVluCwB4RIdkuszoUAvXp6eX1tbXtw+1Dj+AnbE0N7u8rnW/jLWAIMgr6zUsVCd/b3NfZASAoEtF3dqSWgIAbvaDyb7evn25DQAU7O1tltJr5NzNuF3c1NXTlBmV2CB3+fWC7U2m1A9B+eH6gVAP4JfQxofur6gcXniek5IAADxuJxd9DhUAnrlQPaqtnIjkllZSYlo+ywEAQB9K+jSr0RKE9dqw5Pox3t5I1HvvpTYtau2y4ZrikrLWzurElLtjBo//oL8oIaWyhRSXVztlD5r682/lDOxa5ay5gYHi8J/95FL8jsJ8cL8yL6ehqy65uGlSj86FQhDkmT1VqHsc1S5bSedrvtWF+qz8TnFPTU5mYXFeTn7vKt/7u95s43EYLpfrrHPxEDgq1BMHNAp9n/q5QlVQyGuCo8c78eJ5UnRRr8Nnbk6Jbd/SAQBrNDusqN0aBHJTXGbTA7dfUhKRPCny+jhdNyIyuD4AnF4QETFyIF2vCf3FezH3l7YZLFkQDAMl0Xm9uwAAPkHZjffSmtZdjv2Mm9cbl0Sq/e7wa2GrSvRlNAiCPCtUqF/N73JiTvyZ9lNYjH3+EVupkJ0pQj6XcUh70YvxSqDvU2mUTa1aoVbKT6NRKzbXHohOP1kUMA9kXL4RVzI3N1t84zdxNVNEEHijmaHFnQ4ASmtCVtOCw8XLD0sY4WDW9aqItHIlAHgldVFhravygOnwbnVR7NWPQpIaZRblSHlsXh8dgFi6E/f2p4k0PYBm/taVDxPyKuvr6hp7BplatIuKIMizQoV6biwWk0wqOpZJzhSZVGQ2GV/22C8EjVqx8mB6+cHM6uLcaZYXZtZX5q0W08l97Oy+8MsfVXSNj42ODjXnfvpBwrbKpdqoDk2pFpmNo2kfpTbMOVy83OsR3TSjT7MYH357TmDHjoYTEtI3pBrK+MjqkVVHbvvow8vTXPFoaWTufaZdvBT17r+k9x76/F4/xq1LjGpbU7mUlOmZNRPa2BEEeWanhfoAFSrycgX8Pp1GLRULZRLRSaQSoVQsNBn0weCjU6kn6nIL2h62q0femR49uKv2O8RdxdE5hTUNhWkN97c9AWLxbnxMyl220SqnTpUlpuXlZ00x9QEIyLYHc5IzCwuzCgc23F7rfGtx+xJDsHYv/uqVtILCwhzSCkehF6xVJ6ZmZiTcW+a60RFfBEGeGSpU5FUS+OyWGXh4S9DnITxP1F/AS3j8QQAAP4HjnscbbdBLuHHPE1MJBoOBYBB8HgJ34z5/8OQ+uAddpBZBkLN5ulC5ql2Oki5AhYogCIIgZ4MKFUEQBEHOASpUBEEQBDkHqFARBEEQ5BygQkUQBEGQc4AKFUEQBEHOASpUBEEQBDkHqFDPjdvtMhn1zxGX63deaAxBEAS56B4X6jYq1K+HwzpkHNIEfM6ZwqLvsRj7L3vsCIIgyNeFCvXcPOfVZnA3utrMKb/fTxD4ZxIIoC8ARBDkFYAK9dyc5XqoLiF3f2tzS6S1ugiCxz58sSN7RWAOO+OASiGv7+5s7u5s7O5sUHc2KOR1DuuAIPCXPToEQZDf4fUtVCOfOrfKxAHAIlqa6lvmGQDAdLS9tUVlHiwv74pPL9yFq9nzCxSDBwAcErXK7QsoWUtL++LP7Dc9c6F6lZvTDVW19bWlVdX39sQWoYB1ngv2yuLzWFzWodVispiNp7FaTId7O4pj6cseHYIgyO/w+haqbLbq6vU8aQDstM7f/q///mHGqAdgszYuPr+Tx6XssBQBAAgQZpPxaKHh8pV8jh0Xr9xJKGwSm7CVxtDQkt5jk8nq8pxO8JkL1W+SqJxuAABuf3XL0AZTIHhBy/hqYdL3eBymyajT69Qn0WnVZpOBvk8VC/mP7hXwup02s9Fg0OsNVs/vPhgccDssVgz/ysvDBzyEm/A+3rADPo/bTXzRkwBBEORLvb6FiovmM29dXxSpt+/lffyrX4cm1EjN0uac6JYVJvV+ZVk/NeCxTFemx2XklZUl3rhdz1WLBpIuv/X+zfal/dWe9JuJORWkgviUvG25+2SCZznkCwAAPstae9X9RQ5PwHshS/iqOdyjHu5RVArZsUx8GrXyeGdrVch/tIr8ss7EqMjELBKpKDsxqfTugtXz1b3nYq6OTGwJvvJOmsGK5Orpx3/WaMg9GWm1IgdqVARBzuD1LVTwiupyohtHHnQWJnSODxSkFIzMT1akRS+IVCvNyanNSxLaYFxIJsPkPF6tfieiUo4HJQtlUbndWBCo3QlvpXeZHabBjKvlI4cnK+uMherlrHW1zW7oMJ+Ai05KAnjGQvUckW5FNqxrACCgWIy/EjsnIgA87PXBO00dD/aOAQBciuXhvva2th2RGSAgoi1tcRVWJWeitbW7t6d7YIqrdvodwsmezs57vdtiG4C+tyA8ubx9uLOtd5rmAtButERFFPKdAB718lhbQ9vQodzx8lYMgiCvhte4UME2W50afTsu+XbRrlI3V54cfzs2uahW6bKvtqbltC0czNaEZ7UZAJyHA1ERFSI8IJ4jReZ0OfxBcmdcVN20HzxTpLCivu2TNXKGQg16pfsTLSPLTgAI4BwWOikJ4BkL1SuojowsG93TGy0a5kRydB5V7VFtNycXlM+vzuQn5i+LtOz+/MjEmrFuEqmiV++1TZSFxd9dsptVDPJGU+KvfvLOrTWJSbzS3j8235p17VZytdJtGCqOCs9sp60MxEWEtlCO9dtd8XGVSod1415GVlP/wkhrcsZdnhmdbIwgyFd5nQsVjhfK3vvp98Lyu2wA/ImcN//5Rx9XTAeBWGlOyWxbEmy1f3IlW+ABG7X5g/AKKR4QTBdF5A/4AcidsXF35gLgGS++WTxAOWOhegWzVSExiUOzK+SNtQOBistlv9jlfEUc0Cj0fapaKX+yUDUqBYW8JjjiPryTX3w3/PrNhJyC2I9/feVm76EtCNho9ieROa27u+t5Ny6Vje2zhrN+9vN3S9snqAxZEOzTtfGpzWtBAHAyiq79NqVhFQefnLo5d7+rNDEsJCxH6NAMFkUXDLIAgNKallQ1IdjqSU6uFYgPKsPeK+heoq10h35wZZRpfokrB0GQi++pQt3nqmgcJeO1KVQXu/ftN97Iad8KAphZQ1f/4Sf5o3QA/0J9bHz9Em5TDGQkZBVX1VXGvhNeLsaDJmpHxLVb92ap001R0fUzfvCM5l/N7z3rHioh3lvq6+zuvdfd2dmxdCjh8jgvdjlfEczDPQp5TXksPW1ThVyikEvWV+YlokdvcHr4lVGxLTtmj2wy9t137swLAdzDaR/eTCgaGOjr75/Y4+n9+PH85FBZ/NV3PkiiKBQLd5LSWskA7gd3Yt+5lsm0A2CHOTc+uTsntPPH0hLz+TbNYHF0yQgHAA46spPLR462epKTa7l8avmNd5NKmwYH+wcHF4Q67GWuHQRBLrwnCpX32hUqEJYjgUhjJQDAj1tkrCMj5gEIWjVSqdoKAD6b+nCXyhKKj6VqVwDA65Cx9+g8uV4rlWktQQialCKlwfFc76E+FPC4uOhzqAAAYDTo1lfmH8xOLs1PnWRxburB7OT2xrLDYX94Jw+36HpI5aIcACh3on7xcTxN5eJPFCaWdYmVgqGWvn21en+4o3uBc7zbf+PqlQm2dKYqOqlt0yhcjnzrH2LuLmk0aot8PSc+rHOHs1mf9PGlJJ5N05t59Wpcm0RMLUkNq5jjqNZbbt0qkVu0E9XRJSNkGWuztX3qGPUpgiBf6fUu1HP1fN+UROA4+qakE8FAwG61GvRao0H3MHqdQa/FHPYgPNogfarxpuYZph4A/FZed0nq4I4M/LalwYqM3KKmoW231+s83mkilZSSiuum9vxBfG+6Y3CNJWc8qMjMKK0sIxVVLNKE3LWu0qLc+qryijtdQpOZOt7a1NLeVJpf2LtkC4Kdt9jSPKLxQsDM6G7Iz8irGNsQPcNHdBAEea19plDVNI6KIdCiQn0OD7/L94hzpjDRd/kiCIJ8K6BCPTdul8to0J31UjNGA7raDIIgyLcBKlQEQRAEOQdPFypPTeOiQkUQBEGQM0OFiiAIgiDnABUqgiAIgpwDVKgIgiAIcg5QoSIIgiDIOUCFiiAIgiDnABUqgiAIgpwDVKgIgiAIcg5QoZ4bi8Ukk4qevPTYs0QmFZlNxpc9dgR5Jiaj4Tk2cpSviFwqMui1L/sfFjkfqFDPDYuxz+exlceyM0XA5zAOaS977AjyTOgHVJGAd9aNHOUrIhULDmjbL/sfFjkfqFDPzfNdbcZHuNHVZpBXBYd16PV6XvYovl2CQQ4LXcDxWwIV6rk5y/VQncy12b7u7rk9gQkj+BxUqMirgcM6dKNrOZwrr8fDZh6c/sjjMGemxmenxjgs9LLw6rl4hWoXj3eQCktIlRVlpSTS5L7y83exHq3eLcrruL/yjPVll262d47I8advJVTT/XeKS0rKSKVlpUUVrQM8qWhxsociP/Ne5olnL1Qbd6yjtXVmYrC6+M7yoUoo4jzfHJFvH0y03laVU1JWUVlWWlZ7Z0ty5suaK2VM+hOPOt7oaGjrURAA4NjovTO9I/06w0OFeu6eLNRdyhapJL93oL9jeLqClE/dXn+5Y0PO6uIVqpace/NS3dSeVCqhT5RFJhawrQAAJjF3b+9A7w4Ecd1w/s03Pro9vc3W6JWaY/E+W2AgIGA5ptN2BRr7yWScRgWdtisiL/zYAAAgAElEQVRQGQHAuN9x61bixDb3kC004Y8WLYDr1XIeeTD6zbcr729KFWrMrqfvbUkMmEWv0GqVfCaTq7I5dGLmIVPvIE7WgVHOpu4xtXY/QNCqUx3LJXwmS4954QyFShx03duiqQDAuN7SPr54yOWf90pEXlX6zTu3Pg6f50ikEolEdmzBMI1SonN4AcCmVxzrnQBgUh5RdxlqiwcAcKtWo1EeC3gsgdwFgEmWskJD8nq2zS7fyQRZ9yL+5V9/0bAsDYK9K/a94r59AHAahLTdfYFUEwAIuC06pVItFxyyj/Q2h4p3yDpSnzzJcb2cTqWKtNbT4aFCPXenhXpA266rrV4RWOfUQOJC9Z6tpraGtrPxsgeInMHFK1QdpTT21rTADQAgHg4Pj6FawMidKk7Iri5OKr7TK5Ay7kR99MsbWctblHsVYZfj8+v7JvaZO/0FKRXluSn5BWsyu8fMuZudVlSQl5oQvywyY+LRmOu3quqbcxNCi/p3iCdnZ6DkvX9tgKYDALDs56VGTO7yhqpuXS9oGqgpCokIr2ppqE6PTM7q0rk9etZwTm5yYUlhVsmg3GaZKwqPiM/s7uphqp0AcPSshWpfbexapRwDgJnSSuoa2mXxzn0tIq8ow3ZrUkSB7PTnoKEnP7RkTAg+bWvGzdp5vkm8lJ+bmZ+Xn5/fKjPj8kXSpeiUzs6ejIiQHrJMQ+sO/f9+dauoX2R8eECGN5z14Zv/+NtI0pHGMJp3s3ac5bZJh6pK6xorU2/EjzEMLu5gQtj1uv6BgrgrcdmFvU3lUTfiuqkqXMdpycwgFWTl5uVvSEwnU0OFeu5OC/VOQzV5a8NAgNAER0ao4EHbEqOlvvJlDxA5g6cK9YCn3uOqmC+3UPW00thL4Sm5JYU5WfEpwxt8N5h6c8LSO3ZxO7M44soo45g6kPtp4TSAo6/0WnQbBQD4g/nX4xvNbvtEcWha546ZNxf99lsZzfOsQ4pIg9kFQ598mrip8ps3ysPSqxVPnFThUW3lvH+1d0cBAGDey0kOG6fyBivCYroPIKBtinu7au3Ye7wcfyVlR3w8mn81q2vb6RAW3breRWbPlUZn310+ndQz76E61pp61h8VakXPMA0VKvKImdoZ8+lv04rLy0gl9Y2DCg8cz1Rn1Y0qubNpURkHCvVc1a3UpmXMIa2MuN6+Kj4mV78VVSJ2A7M9PrVmGofjisjbvQeW0wky+nIzkzJzsyIKuya7s8Prxxkep5pNoT4Yrbz2zgfZXXSH4H5MROy2HcxLleE3s5TgX6xMut04uzdcGJbebnLax0uuZTSvnjxpUKGeuycKtYbPYwUBFDY4NsOCCuYYx80N1S97gMgZfLZQ9196oeqopXE3ezboG/25b/0sZF4D4BeWJn7yaXQ6qYxUTCp/wBFvdmR8nDsS9Jr7SDcKhlkAgaWGlPc+iiwhlZGKiuqnGRC0LfeVhoVeu3Y9eZQmN3EGY+ILmFbQr1WEZFRK3Y/n9plCzU25NUHlDVXeKpzggUfZlBp6j6ZxS5cyYrK3OOyOuEshMRnl5SWF+dUrB4yRiqSSHurppJ65UD2M3p6tPSUAmFab20cWD3mCc16HyCvLuNN2OzRxRaBQKI5VagMRBNBtktJSa0pSUyrHbZhpIOPty5GpZRWk4jzS4r6Et1hxK++uIQAHnUlptRM2j4gUHtu+rTmd4GF3eiZpXMYfSbp86dI7n7bM8nTM/tikwlny7mBRfEnfoe1oODU+k42Ddqk6MaHeCPhiZVZe49hsa/I7V6JLy8tLi3JbZvdOdnhRoZ6700Lt6miZGBs+uVHvBKoBeoan+ro7XurokLO5eIWq3SmKujHKw8GnvhN36XJarx2widLorE4q4Jqd5SWFw7zaknwp637Qa75XfCWrfw8ABKOlt243WgM4hzJHk5scSvb8CtNDqDqifn2tfEhwMBofn8e0gma59FpaufSJs5M8ys3Mdz7p2T4GADDTshJDxijcgbKQ7GE2EMd3Eq92UJQu8ULSrXSaVD1THprVTfYRps2FdbFZO54flddBPp3Us5+U5OKPVVWXtrW21JTdXdlT8IXopCTkIf1WU3xYjvip5x+2WHT5zV980LIkBvAu1ESlNS0ThHl3aUlkcIvmC29kNxgCsNcWn1I9bvMICkOiOqiG0wcfdCYnZPd6AJst+fQH/+ut5lnuwXB6fG6/x6+vS7ie03No5w0lRqfQXaBeKI+LqdSBe56UnNa6yJqqiM5oN3rcR9vze6KHE0SFeu5OC1WvUzfcaVhe33Q7HZgTm5mdT739AY+18LIHiJzBxStUPa06JXacaQIAK7Xv5qdh/TStU02tT0rPTY0ovDusd+HbPbkhJZNBr+V+TVTJ6GEQIOCQj5en52Um3M4v21HZXQbOnbyM/Oy85Py8UboGE0ykpJVxbaDbrI0paDh+slA1O8VXwod2VQAAlsOSnLiZPf5YfVzpFA8IVXtOdN+exi1bzYnP3dP5Har1isLbSenpOZVjartltjy1vO859lABAk7u4fbiwjxNqLG70cdmkMcs+33JNz9OLyKVk0oKy2sn6VoAUK5UfBCZuaP0AwCm3qksSk+8nZpf0qOyErLlqtjSNmMA6Pcy8xpn3AHXdHlYaHzNvuzhmUTM/tzskn4ngOd4Lvmda20LfKdxixQVnZebe+vGlaKuXZNoIjc1j+0G7WpDRtpdA+ArtTmZ7Ts+h2q4NC87MTYjv4SieDg1VKjn7smzfE1G3Z26irLSggpSUWtTQ0HOe3cqf2nWo0+pvjIuXqEGfC4MI3yBkx/sdqsN8wCAx2ZUq7XuAACAF3c6XARAkHA7XMTDsxmBcGhVKsujkxuDhEOrUmotTgAAP45hLl8QAl435nT7n1y4gNdldxDeAABA0OdyYh6fn3BjLsIPwQDuxHBfIOj3ODHnyV0Ih0Gp1rv9AACEE3Ph3tMpneVzqI+5nQ70xQ7IqaCPwGxGrUatUatVGq3F5QUA8Hsw18m2DwBAOM0qlc558hvChbnwAIAPdzrdBAAEPDaD1uAkHj5PfbjT6Xp4ajthx9wePwDgFqNGa3Q47C63x+8nnE6nLwgBj9vpdAcg6HE7MbcXAIK4Q6tSWd2+0+GhQj13n/kcKkEQer1er9cTBGE26XIz360u+YXVSAf4gtdk5KK5eIX6yuKy6Q6H/ayPcjkx9D0pyKuCzTzA3c/5QW3kC/m8XhZj/8t+azRoMtN+VZj1rz4f/mX3QS4OVKjnhs9jH+ztcFiHZ8rBHoXHYbzssSPIM+Gw6PR9ylk3cpSvCONgl0nf+4p1bjbrDg7WA+iF91WACvXc+P1+HHfj7jPH7/f97qkjyAXg9/ueYwtH+cq4fD70CvAt8XShHmn2eWqmUIcKFUEQBEHOBBUqgiAIgpwDVKgIgiAIcg5QoSIIgiDIOTgt1EVUqAiCIAjy3FChIgiCIMg5QIWKIAiCIOcAFSqCIAiCnIOvW6g2u8NkthiNZqMJBQUFBQXlNYvRbDJbHBh2DoV6yODQWTy5Ui1VqFBQUFBQUF6ryJXqfTqbzeWfQ6EyWDyhRI77fE6CcBKEE8edviAOQDyK2+tx4vjD355PcKc3iAO4fR4n8fkp406CcAUfD4AAwAHcvpP/ek9+5fR8xZBwp8d/ughuv/eL5oKCgoKCgkK4vV4uX8TlCc+nUAVimZMg7C6X3eVyEIRVzzt+0CyeqhKNlYkezBqxgNP78LfnE9xjMxwdb/WqVWYH/vkp4xjuMLAnBSPlkvl22UKjaKRMvLyj07EVG/e1OpNRuCKj7FgcuMPt/qLpO+1EwEWYlestwuEy0USvWu/GfN5nGpgbx7yA4c+2FG4C8wYxt/M81wwKCgoKyjcbDMc5R8IXUahuDIL6w8rVN/6AdjdXMkE6zPwZJb9c4yAwXxDz+ewul91NYL6gA8cdHj/m82NewPyAEfjJwx2+IOYHzO93uF123Iv5A5jHj/kB83od3iDmB8zjcfjAzO3eDv8Dxo4U8/odRADzA+YPOvCTgsQx3GFgjgnuF+/F/aflm//EGiqXrtGU7IbtG3/KYYllvb9ajAzTm3yYz4f5APMHH83dZXe5HITf4VBLu9/dLg3jj5Wzyn5GLnpPJscwgnB4np4R7sV8Qcx7MjyP3e3BcEzDnlTpvU6P2457MT9gfnh4Z8L38M4BwDyEHfdhmF7FmtVYACNe/gaBgoKCgvJ8eZGFGgzo6ZUbl34qEuMEAKac2gn988NlulUv0csUNjfucFmNxxyj0WzRSQ3HUr1wXcOlmuxOhxvH/B6zdE99sKLlS6wen9WqNEikhmO6hkXWa4ym4x0Nk2ww2hwej80oUtImtBoz5gebRahlLGnYdLPL48Bxu8tpd7kcfnADiJq/v1FUpAMgAGxGnpI6Z7QZZf2/XbkdZ7SB02c3HK2qGbsmG+7w4Hany+7CnT6vdiluLe5XcnWQAHC4NbqjdYPRjvnBaj7S0BfVzAOzC5xe3GZRGRVcvZyjZmwZNDbM61Q9SNuK+m+M1QOb2+/EjTrWippNNTu9GIFbjXKD4kgvYaiZO0aDEyNs8vvXN+L+nksT2V3uL9lXRkFBQUG56PnSQj080hzw1KyvW6hVG5d+LGCpsSC4QMnM/iGtc1Qxn7gZdUNhB5uwbTvqb7gcsbT9/bWrbzOGb1Ju/TG1a8wWBB2rmRr/BqsphBL5JmdXqKGWbn78X/f7iw+yv7cW+wa9LWw/5W82c26rbX6r8D719nfZ+wa7mc6u/iG17Opu3N/t1DfrXT7spJzcuMODCxr+diM/U42DKwgGbjMl6n/wuFL5/Q9Xk5ONVrN88gYl/9d7+b/arW82YT6McNtxr8NtOCr/i41KkuHk4C3uw3yAef0W9Q6z7O8oZdcPs3+911enw8C4V7kV+X/vNpczMr63mR2nMWhEjf+29O5/pNxtMKglkv5wavqlg5wf7N+fNgdAuxi3Efn/HrSVHST+Bbm8VG8WcUv+Zvn9/53W3WM040/uIqOgoKCgvEL55grVGThmpv/DTnmf2bK1d/uH7EPl8cjH62FX1F6nuPGttRs3tQCyvg/WQ8NUeMDIXxDNt3Cbb2zf/IOd1lH1Nmn9/d/nHHkN3PqNj/8Tm+UxMMs3PvkzrshjFQ1uR/4Rm6U5Hv1kNeSS0gVW1bZkfkpvdzm+rFA5DeSQ73JZEvn9j9YzMtTsoe1P/pS1c2xWD5M/+Q6bLHGA34H77A4FM/v/IDf2GAKAuU/WF+EEXNz96/XEGL0PnPYNSsR36MtSM6NqPfRPuAy3U9q9GfFnXCZh3i/ZiP+eWAdWRunajb/gczAbu2b95o8EYkK/GrMS9j/FcrAd5K1G/r1YDvqlsPXUfz+2gMuLdk9RUFBQXtV8g3uofikj6/vUthkXuHh1v6RVZtML/pbcNIqBX9T4q42EbGMQZEOfbITeVBIexWwiJfstwYNBZs73KG1j6p3ijY9/KlSDgVtJDvurIwnomaStsL/miT1W0dBOzP/DZbLFjW+upxWZnV4XAAHgPD0h6AsK9c526J9z2RL5/Y/WM1OV++3k3/4RNedtRtW7+xlvc7eZVl/AgXswwipq+P5aSY7BAxjhcnjABYCD9qj8x5ulzQ4vOEF6GP/3tM4lPbN2K+Yv+JKAS9K7Ff0/uHtWEyV3I+ZvhAowbGZsXP/PlIJLjPLf7BZ8KmGb9atx6wn/JNOD/aBkLfonYoFXO3dtPennMi04PahQUVBQUF7VvOBCPaxYf+/HQr4dB7Bwm7eu/zVrV+oC0FPKNz/6L0sf/y3nQOUCj7Dh39djUg0BkA18sB4WrnbJOTn/fb2wy+ZmHyb/8U7rpHq7cP3DfxVpwMAu2wr5c57Ir6cXb4b8JU98sof6h2yWVjF+ZS3knWMH2HRbktlhnfXpPdS6v17PTX9YqOz6h3uoQ5fW0tLUnOGdy99hkkVWO1cy3qNRmhwewu5yY76A8aCOHPuDI4bGDWDRbIinStUmt6z/3fXb4VoCMPMyJeI7jDW5+bBiI/K7R0KvU9y9GflXnD2r9YC0Efs9kQZsrPL1kP92xHLYVZvixU69HbQPItZifyDVgm2vYDXyH8VCr3E5Yi3pzWMzuHyoUFFQUFBe1bzYQjWwmrfe+0NK/vus6o+oGe+wRh6YvX7MF7Abd2k3f285IUKt9+OACZt+s3k7yxAA2f3Lm5HhStylnk8mR/7DbvGlrZg/223rk2+XbF1+Q6QBA7dqO/yvj8R+PbOMHP4/jyQeq3iYEvcnLJrObuNxG35MKfp4L+lHu22depfvqUK9+3ebhTmP3kNt3An/Sx5HIh/5ZC011WizKeYjKXlv0lL/lZyZqzK7MA9ud7nsbo/DQ+g2c6m5vzys/JiW9ANKc7baDDYTg139g52ijw4yfrU/3GZwgZFWvhX7l3yR1ynpJcd9n7trdNm29mK/s12UrZbwpWPx1JS399P/itJYbXSBdil2I/GfpVqwHZSsx/1ULPQ4lCOU0D+hVldpNDbH+X6sCAUFBQXlm8qLK1SX3e222Y1GOUvPp2g5ZJ1YYvMChrscfsCcbNrN/7LdMmAKAIY7LXq5Ua2xud1Wk8KoVFrdhMNlNcr3dUKeUaMw6bUWq9aokFkwt82uMyrFFofbZtMZlRKLw2V3mEwqodlqd3jBZpPreWQtn2dxeR34U2f3WPQSo1Zjc7ntbrfNrjcpxRa7w2pSGNUqu9vrIBxGCVXLZZitLoeXsDtPHuW0416nz2s+pmvYZC2fZ3ED5nE7vGCzSvU8spbPtbgB8+A2q9aoElscbrvDaFRJzFbMQbjMSp7uiGGy4RhhNfApWgHT7PBhhNtqVhnVUivmttu0RpXMYnfZccwkZ+kEHLMNs6OzfFFQUFBezbzIQnU9/KTpo/gcbped8Np0DEHzv69c/jmfo8X8XrvL5fD4MK/X7nI5CB/m9TpcLrvbg/mCmM+Pef0OD+HAPZjP73C77G4P5g08+p+TWwjMGzj5iKeD8GO+IOYLPPoc6uM4PH7M43k0qpOJuE9m9+iWIOYPOD5/kq0bd3gDn5nsoxn5H30O9XRUBOb1O3CX3eV2eAOYz+9wux8tyxMfWj0ZOf5oEVz44/XzsjcIFBQUFJTnywsu1M8H91h1HPlSxzGdbfH6HS97+VFQUFBQUM4lX16ofM3BkZol+hrf5fvFefjtuziAC30vLgoKCgrKtyVf+l2+z1GoTDaPzuLKFCqJXIGCgoKCgvJaRXqs2qezeUeir1uogUBAKJZaLFaz2Wq2oKCgoKCgvGYxW41Gi0gi+7qF6vf7JbLjz98TQRAEQV4TgUBQLJXD1y9UsVQeDH7BnREEQRDkdeD1+r6wULUHRxqWSI8KFUEQBEGeBSpUBEEQBDkHqFARBEEQ5BygQkUQBEGQc4AKFUEQBEHOASpUBEEQBDkHqFARBEEQ5BygQkUQBEGQc/DFhUrnaw+PNGyRPoAKFUEQBEGeASpUBEEQBDkHqFAf8/m8SoVMIuRLxUKUVzcSkUAhl3o9xMveoJALxOf1atRKtfIY5XWISiG3223f/GaGCvUxqVhI3d7gsZlHXBbKqxseh0nb2RLyuS97g0IuEJNBv7uzKZOKUF6HcNl0Duvwm9/MUKE+xmHSFXLZyx4Fcg50GhX9gPayR4FcIHqdRiISvuxRIN8Ql8t5xGV+8/NFhfoYj82USUQPf/DbeVvL01OTM1MT48s7Cuxsk8LMapnC8vnbPWrGg+nRiYlFmdX7BQ/zmJnk2aUtxrFKanQ/9RuDmDo2Ojq9tKl2f8HjXjSvyyCVGQIvYc7PSaWQM+n7L3sUyAVi0OulYqaavTs/OTE9Mz01MbG+w3GCR8eTOzynL2W4gstW2zyPfvQqxRyp4WU85ZCvx26zPlmobBZjZfnB2soDjUrxQuf7ChRqMOD3EARBeL76BT3g83oITyAIEPARhMfnP/Pr/5OF6rEwWqNzOobvjw4PtjdVdI2tWYMAAB6C8D0xYS9BPH4yAvg8Hm8gCAAi6lh738keUtBDEN4gAIBTttPVVjk43D/U33KnvpOjdQMABP0EQZxM0kKfaSjIuD+7MjxYsyDET9emfH+6sa2zv79/sKvubueo2Hbym8cPfDQjLwBA0PfkmAI+r+fxiIOfGb/fQ3h8Ty2O7/G/YdDrIfxBAACz8EF9w5zj7Kv0hQoGg6eb3JP/D6hQv2lBv9/MmtvV2IlA0L7d13N/+jAIELQejXSP0DX4lz7OQO8fGhJ8wV+eAADgUCz0lM0xdQCAiTeH+6Y0ni+55zMwGkxy+fpsfllDS8/o6Mjw4NDiBgMDzXRe15H5tDJ1fdVpxQ0rJ2+/Y/qNjPiUMbLq+eeKvCRPFurq8nxZSW5Pb19T573a8gKJSPDi5nuhClU1QCpuW5MCAK4ik7JrdtW4av1ufMLtwuKiotzUrIpmrsULbmlPQcYUXff0Y328+U5Sfkby7ej4lJTsnJp1jumss3+yUF165kz1ysNf2GmdbS0SG86caUzNyiI1jkjdfgh6mHOtufkZ2cXNdLPbcbQz01xdWlmUU9km0OEq9nzvKAP8OHW0Lisno7BtTOfx61frC+vvWQEAQDR/d2xf7XerpurL81ITa/vm9TbLfHl8bHzazPJQcsy1uKa5k7+MAy7xUEkr3XjSe86N3s6lfYPXqR5tLkjLzKvqnLV4Qb/dfq+7vSYvs3ZwZmWqLS81e5Kh9Rl5S31lDZW16QXlK1yj3+emjNanZGaVkLr5Ti+Y9+raa5vy8rIyqrZldvC7qGN3CjMTK1uGtJjHIF5rKiurKc4qrewUOx37PcVXL8WPk8XP9+/6gjjs9pLCvLDQkFthoRlpyRr14xc+VKjfqKCFMtV864PLxfdGRFZ1X9g7P38nhqb3gn418oOIIZYdAICwiDhs4bH24asGYZYIuKK11ithESsKAAC7Usrl8i34E68h2v38j//ql7HNGj9YNxvCLyey3ADgUkh43COJ3RMAAMxstJn0ErHw2GR3mrWiI5EFOzn249OJjngimfvR9IwGk0Syslo7Y3xq6MqZ0n6h5bTyteM9XXfKa5hYAACUG3U5pPYVivLFrDXkBbLbrEdcFgCsLc/dbWpZllqmVFDIhoY1SX01SS59UQf/L1ShSmujwgrHeQDgls5GXU5ckjn5Aymxee06j8eDK7tyrhSOMINOScXNjzo3P7vn7vcSuFNyJ/PDkPolp01L396QmAiAoJJHOxSpjQreHm1nY35mbG5b6wgAgMcgXh4amFrdsT5ajicL1WtjdycVd4+OjI3c77xb0jtGFdJnqpomHQCqg9GOYZZVPF1c0SlzubW798rap4627hVkVvIdzuP1oaHxZfrhyv1pnoE9VNY84wTQ7fV0zjL9FsFwc3p6aevw/ZFljgbAf9hf2zS05XZb1ztLe9cZCtqDydEHDrdpfvTOotB1sjoJyUJBx6LrqUX17A5XVg3R3G5ssbu4c1HCnyks7FjG3ZLWzMSeba1LNFvYNafib1alxS9J7BbxYnf/8OrycOXdUb3bzVtsrWlbtytW0rMqODa3cr25aJysJI/UtY/YAQzk4fH5LcZad3FRj9Hp3rpf1z7Hd2jJLS2Ldt+F20Pt6+n8yY9/9ON/+lF1Jcnve3wUHRXqN8slXL5fXJTePbWlx82jGSFv/uSnKc1LJv1uZmjylMANzuPhppKcnJL81Oh+8nEg6Jiou309Mb+3MikkOpFqAotogZSQUZobW3xnQIk9Omaip9dE/uJf3vhNzYLCSu9JisgT+1zSxd6qunJSekJ+5bjF7ZipupVUVHO3rjAqKryusak8OTq+aEDvdEmWO3LjsopzohuGd+wBgId7qBuLZbXN7b3j46PDI+NbTDWAdu6pQlVP9w3PzAxPU7QAxo37w2NjQwtbxy9lnSJfh91mFRyxg8EgqTiXy+Mr3cA3AlULJVxoGpwcHuh5QfP9kkIVaA/5Grb4Gy5U2d2EGNIUHwDcsoWEm+mrcqfgflZiUZfW4w0GDIPFIcWjrKBLVht57d72F/3ZGNR1FF2Lat8Fv7Er42refQ4QyjuJV+4sMg4nSt77MH54ZKgw8UZK16bDohgsyays62ori68dppzU1VOFamV3Jxf3jI2Ojw5PrVLNPjhergpPz79TX1tZlFtbNXOw1jy6tQ8A4JdNlA1uLvTPzW8QAKAn986Nrq0vjs0LxStlaTmZDXV1VaW5+SUjVgAAbH9xemS4v6a2gcJnzXb2b3MtAICzB9oW1yXUlQfTG4QfW5luWZc/fFn5fKEGCdt6f+66EgBAS1saadk83KybPFAD2B6UdbINAbDRSI0T3MOlialedQAAjtvHhlvbKvoOdADg0dKn7vYLxFsVg2s4gF+xVr1Mpo+2FURn1jbU3ylNzegcIS/NDI0wAUBInRmZ5TtNu51d619+5O6lMRp0ITeuvPfubyQi/pO3o0L9ZuFytkBnMCr4TJNH15eTnJSVnR4TM7Y0lhWVtSBx6ZbKIlLqDAAuendsbNnqWn9KdPKmCQKszvCYOJrGNFoUkdVz4HezSyI/vbdreDhV3V51dEhh3u2bmfWLMy1ZsQUi3C1j8tjUmbq8sLc/zGOr1NMV15PaNyFoag77ddX8Ea5ZvnUjY+GAXHM7opNi8khG4sNit3UATxRqS2f/xMTYyOgkmfUFhToxMLaxsbU6vCxgTs7t7KzPTMyhQn0FnRRqIBCoKCuxmg0eP0jNcGyBaRWMrlAHejtf0HwvVKFKG+Kiny5Ul3Qq7+MrobkFaTc/ulJUO2wmfGDjVkd8SaH6Ne2F1yKbNwBAOFFxu+CekD6aEpXNsrqPpktC0zowAGy/Kya2aPlBe3jY7RmGmDaQfiOmSIQDfOaQr4E1WTH35NkI0o3Gso4ZmUZzLGQzWHLFdmvdwBIAgI3aXNFPW7nX3jHuBgD5yr2xMfLO8lqk0YsAACAASURBVOgsX0Gur++ZkWk0CiGLxpayZ8bnFh++7us2WytmVlfbmiYpKgDQrjY2z2/JaCvzU2tun21pum330SHtgEt8v6SNbjpZ29hGb/cqRbg1XDh06AAA0VJXew/taLP+AUsPYF4oG+Cb/WCikJonBayVjqZasR/Az+8Y6Ovrq78zwwYAt3ixrXpEcUyunCB7AQjpYtUShT0x0HJ3RKLWqoWMgyM+fXt2cIoDAEfbk8NzfIee0tVHuZinnPX3djXUVX3mRlSoL4+yNSWxcv6QfS/3+uX3L4VkLEkwemt8euW4HyCoXU8KzWppIWWn5wq8ALLp6JTMfQG3JvXy5ZgMUllJXl7u6L7m4ZR0NFJE+Mwea7Qu9sqHH92Kr1VY5CNN+Tl3hrfnWm/HFLKU6umKqIoRBoCxLeF6N1nh0a8khRfOr44khn0ak1FIKs7LJdXsHHvgSw/5KmZJw+rHpxGoR/vG2Ww+ebEiI6VFrJTtLI7PbaJCffU82kOFClLhHo0GAIQflA7Y0ARbO7pmpiZe0HwvVKEq29LjyuclAOBVLidcT1mSYsLhrGRSv9EuuRv5/tWCIXsAwM6pjrjWS1F/wQQeFupaAMCnWilLS7tTmZVSOYYDcMYKYor67AAEezQtKntspOby1ZtFtU0tTY33/n/23js6kuS+87z37t0f907S7dujuNKJ0ol7XK20Wp1uKYlLSdSJ5FIURXI45HA45PiZNmgP02g0uuG9965gC94XvDeFQhXKoAwKVSiL8t67rMry5nd/FNCNbnb3kD0902by877vAZUVkRUZGRnfjMiIyKUdkx/gYUM9nCyetJ7Zt9/CG2mp75uZmRvsmVuXBnyKoYYq3MRIT0PFIF1k4y6Xp6V3TIwMtLfvceQy3srgFC/sEPU11Q/Pzczge8eoSpdqv686t3t4dGJiuKujY09pdwhXWqsaJ4a6G2saGUqHnbM6P70RiQe3R4uKJpj3Bhtq2fPNrW1jo6Pj/c0dg3M6X8LKW62prhsaHauvq9lTezUr5fNcE4BjqaRfaI+Bfa+4hSAVU/F3LlT0TA71Nc4RD4x60UB9ZefIaGd15RRLGzVsFo2TwgAhxVLJDNuv5w/iqsemJyZGupYY+4fUpaFpHgAIyYTRBXHIx67NrKMIH5Xnzxu30263mh/aiBnq88PQfet6+YIS3Oy8t779zbfSt9VBK7Hu6u1mC4CXg09Lr6NQxtMuXVhUQ4zXm3I9lWl2zlVcyx9kxoMmJomodJ2Wewuz4sK5RanXK5s7//2/e/1il1K9V3bxwyUF6uD2f3CuWGgwLtZcqZzkQNzWlfZ+L1kTNG+lXyzcOqS13LraR7NG7GLyLsMRATgzKKm1a3CaMD01Mbq4TXNFrXM5Je19w1NTEzOLa3q3Zho/ITB6VVv113J73bEIbXF0fkf93PIS42m59wxVIuI1NLcIhEeJWMTjQ8cnJ4ryPrSaPqtJ6i+UoUZIrTdu14xafT41qTUls0qCRI+Gb6WXDqIAPsHwO//ysy6yLh6Q1V34Veem1Ofz+Xxo+IFBq8bOgrcvtG1HAQBcyxXnXvvJ+T6iCgCO5ivfe7dYYDDSxgoulgzIxKSyjLtbUreePb9APEwO6jtrqLGQxyAxPLTWjtd0tDA3t7nDTg6zDdtE60uzK2RRCMBKX5rF9y6uLZAOpFGAoNuo1rsAADVwlxfmVrcO0WQU89HWytziwgJLdTK00cilLhIITJkJACJOo1FvAQCHkrNMO/KemVljFJHn5uaWt/dOp83E9QLSzNzivsQOAF6jxOQOAoTNEg0SSkDIIVEYHBLi8mjt9NrGCpntigIAePSH87NzO3RZHAD8FrHeFgeIo2ax3g4Afi1/c356nsJDohD2GDV6DwAgdoPO5AXwCrZJ3OOHBoK9uGCG+vww4O9kVMyIAOLSqfJ//TBzXREEv3Gutzovt6wir2D1yJAAdGeo4kJm4WDd7Uvp2UwHIKrt2ps5ZXnXihuH1Mhpubewa65enD1CIIGu1197/70Gfci53Z5/Oz2v+HbKm+cKD9Wa5cbU2mkuxG19mecH9rRBM/HWpUKKyW+kjhSn5ZTkXmkcI7ujAPemzQhZ64uLKyvLS4tzW3tsdyxm5NPXFheXlxZXN0kmBDVp9e5gIurRG/SmOIDDqDPZ/E84WowXk7OjfKVifnVFUUNdVX1NeUdr7d2sb8+MXg4HHr4Lfya8UIYKIfPhcHlWQXFhYWnJPN+SABAttzbhVxAAAGSrpyijbt5m1841pd/KLa6sKCsrrtsVmu7Hj9vneworCexkyvQrRT/9KJ1uSQAkDmcrr2YVDzXU3iqu3Zb7AOIy4njFzVuFZSXbYmcy/APzUH9LrAc7VJrg0x39MyamZ+2Q1n/LCbSvCJihPj9iXqfDjYYBABIBi93pDycAACKI+liqNblPQsVRnUpustjtLk8oBgDgM+tkcqXn7MSYWMhjt6OhGADEA6jD4ooCxAOIXqHUGywOuzMQjvgRhwcNA8S8TrsvGE3EAk67KxgHgJhDo5Cr9ffuiW1Ws1wq+XyyAOO589A8VJfLpdGodTptMBAQChhp178xNZQSDT37FsKLZagne4tGH/Wzpz9+8jcei8Vi0Vj80T8alDE3Gu+mFPVtegEAYuyx3As5PcbQgzuOPzCzUsg/1KiUnzr5GM8fk0GHrZSEcRarxaSQYYb6RcHn9YqFvMd9KxAwrqX89UDXxWf+uy+ioT4LwloBfYNINaDJjwm3QcITa5+8XLrJqKOSiUwahcWgPoXYTxXrM9ULmKTPQUwahUYm6rSqz6GcYbwsuF2OfdquSHCI6YugAzZdKn5Sl6Hs+PCAQ3rmxexVNdSnI4H6fB63C/G4Mb288rhdPp/35S+NGM+SRCIR8KOoz4vpC6Jo5FHLu37GYIaKgYGBgYHxDHicoVq4UrNAYcMMFQMDAwMD4zcBM1QMDAwMDIxnAGaoGBgYGBgYz4Bnb6gJny+BIAnEiwkTJkyYML2a8iDwa+OeHm2ovGPLodQs/G0NFQCiUc+/vub8s79y/dXfYsKECRMmTK+knH/yZ+Hltc/cUN1/8w/23/uy88t/ggkTJkyYML2Ssv8vvxcmzD3BUFfIR0skPnFf9ukM9Zv/7PjSV5x//J+cf/hVx+9+GRMmTJgwYXpF9H/8kfOP/5PzK19z/M6XwrMLTzDUqWUqfnJjfJH8DAzV8Yd/6v7Lrwc+uBD4EBMmTJgwYXr59cF53/dfc/yH/ytpqLGFpccZqg9FM29lVVRW1dTWPQNDdf27P3T88KcG1K/3eA2YMGHChAnTSy5dMGweGnf9zu87v/I11+992dw7qLM79QaTTm+y2h0AEImeGKrdbm9sOHlP8zMwVPe//yP9P/+rUKU1OZwGqw0TJkyYMGF6qaVHAxb8kOt3v+z8ytdcv/tlC35Ij/pNNjuXL+Ific8aqtPpKCstsVrMVqvlmRmq0mQJRKO+YPC+QtEAQBAgCBCIx33BwAPfPl+FQmc/orGTdCblj4Q+kx99zK9jwoQJE6YXSwDI+JTzd37f+ZWvOX/n95GJaR+APxIWHyuEouOzhhoMBvOLyrPuFOQWlD4zQ1UYzWg4jPj9JwrF0aBORcg7ar101H5JfijyhKLegP9+gOcnbyjqu5/UgC8ctEuXxJ3XBZ3XBB2XBINdZpvfFw59Zr8e8Z7NKEyYMGHC9KIJwDM2ec9QPeNTCIAvFBRJ5Q8ZaiQWX6MIF0lH289klO8jDDUU8yEqWdfrtNp8LWtFPZNKL/nZ8aHeFw4jwSgK4AdAY1EERZFQDE0AGgc/AJpI+KLgB0DjUQRFveEECoAmwA+ARsOIH0VQvzec8CejR8IIiiKBCAqAxgEF8CfAG0AR1O+NQDKML+hHUL83CmjiZD++SMgbAcRAPaZMWf2AhvyIP4jGw6a1lI1f/LVkfdnCHDjI/n/2mrpd/qg3HDtJajyO+E/TA4DGY15/0Jc4/ZWAHwmE0QSgMUgGSB6FP5HwBvwIit5LjzcQ8IbjHvfR8eyGHY34gkFf7F5IFEEDvhj4E4AC+MIhbxhOjzSE+NHnX7wwYcKE6Yuj39xQn9k81EcbatCXiFh2bu9c+plOHwsC+KIRt8Pocnu9objPp9VudcoX2nXHej8k3CaB4WBZx91ULvXoD45MkhXFYq9epEFiYZeBa2Atamlz8uVeo8aBRsLeSAKxC9QrbfJlvFHv8SdiHrfSsL+rP1xTb3RquFSnP4rG4m4jW7XQptyds6OAhoJ2+a6et62lERRr42aDz+sWCcv+knj1H8W0Q8Qf8gZDaCxs3rxOvPqO0QZRAN3yRdK7rytdMZ9Pr9vtVix1a4VSJBJ16Q90jC3t7pCayXLHgmbGhGIJp96lOgIxxK01Hizoj3ZVq11aGsuioChXOjUcgTsQ8sXBqdtRLbcqSSRXEBCPUFD69Z33vifZY7kB7JIF5Xybis1FQuALuSzCLe3BmmZhzKBxOE0s9Vq7cmPIZHD5Qp9VcxkTJkyYMD1CT2moMsvhsVmofHaGGgz7gh5l5z/slNyy+MAX8iOBoDcU9oaiPp9C2vVLWv6F44lr9Ox35SyF9aBy96MvMfE94rpvk979Wza+mlf1j6S0NzXGiJV8i/jul9ldLZKm75ELrxvNMdTN4lf9iFl5UzL0Mf3ONZ3M5rYvUF//E2pznmj4bdL73zgWOry27YOSHx+0FPIrv8ueWnclEtrB722lfPNoAsfN/Cq1udFmEwoK/iMx5W8F21QPes9QbxAv/1yn9gdDVmnbt3duZdu9Ls3Ee7TaK4Lmn5FvfFepcxl3sog/+Op+V7GSztDsN+9n/Vw0dIN+8RvcdZ5bu8y49L/uNdZKu94mv/NnjJbSo443d1P+u4Rnd+nWDoq+wRkqPih67WBiw+Xi83L+bOedb4nJVO3BwP7NH/DHclkFPxaRJMGEQVD8X7fOvX402qPjbR5Wf4fZXMwr+0tqTZnZG/MFA8+/hGHChAnTF0QvkKEG3LKW/7ZbdceCgi90kj5vFOzcekrKt6WqSARA1fmj3fJqNbONkvJ/iw78AcME5dJ/EjAQVDtIvvLnIo7PTr2ze+2/yXUQDNLoH/1n7jLfSL65m/qeFoUwuERFf0frGbc6dhi/+nP+tgyJi5gf/Tl3kaXdOk+89C2lVG6c/2Dz3Pc1xqhh8sfE7HfNAXBsndu++QuDHXSj3yNVpFsj4A+jiD+IxsLmneydt/6IWfwmr/wHjNJLaok1EPZaeEvSybKD6v+x+4uv8nkqAyVv963vK03xIIBdTlSuNfDr3qJe+Pf0rkW3dn3/xpdYC4JgQMDJ/Mr+JDfgO2Bl/Cln40A7/f7Oez9UaZTqide33/2RLhRWD/6ScrPEBYHjhm/uZNy0WI/FdX9DzMx3hIyiim9QyjsRAL+TyPj4fyZefku6RdAdsu3BiPe5Fy9MmDBh+uLoRTHUQBCNBQ0z72ynXTC7wR8N33vwaSSmU67+SG6NBQAMs+/uFl6T7bbTMv6LVB5HFYN7qV8XcT2orJdy428kPJ+dkk3O+KbCDP6QkH3pv7BHiIqFX1HupunDEIiiio5vUZrqTOZdxgdfF+7K3X428+JfcBf2Vasfkc79KbvxoqDtIr+/zmzwasd/TCr82ISCbf0CMfMdgymmxv8TqfSKyXv6DDUWNm+mElNe10gNHo/N7fX74uC1M/nFf0ev6VULB/avfPWIpzGQc3ff/7lGHwgkUBn+p5Tbb+pEbGH5N+md827NOjP9D7hUtd/F4tz+z6ylo4CDxrr1X7mkffXohzs//6uDxnOCjouC3mYj6lJ0vb6blucIm6X1/0g8/49HLReP2lKEwwR7UC2q/OZeE94bSvjCEQMpj1/7Q+oHf0BOvagxulCs1xcTJkyYPje9KIbq93ujcY9+++DOP3BnNz1Bv1O2IuxLV4qdXsMiI/UfeNt8X0gpKPo2o3NGz6mlXP6PElkclfWSL/2FkOXySXG7l/5SzPXZ6bmkj74moChc8h7y+b8RM80uURvl2g+OBWavk8q58fcH83SHa4X2i784Ikrd6D7j/T/lzO8b2fmk6/+q1oQdhz2i5WFHIK4Z+C7x7jsmH9iW399K/YXBkjBOvkbM/dDgjN431LVLW+d/qteF/Im4Nxj0xcCuGKd99D8d7PBMjHLS6//nEV+lJ93eeeuHKl0omFAf5f8luazPZlxlXv09Km7JrV5hXPvfD8hKv5PBSv/j/Vmu307ZT/sqZ11o3M4gp/xI7QpY9gfEUwvuREQ18ktS2g2L3yPHv066edca8uq3GqU7nEBEKyj+a3JNlzeaQPRkyUSd3uyzELN23v5TIUXtj0WefwnDhAkTpi+IXhxDRfwBXyTh0a8cVv2MU/pTTu43OKPdFlsAjQUszFbWne8flH+f3YlzuAJ2fiez+AcKdRRVE1jFPzk+cvuUE8zi1+Viv42WR7n+F6yOAk7ut7gTBHcA/BGnbjWflf1vnPIfHo7Ouv0Rt3WDk/ETCUPpRnmHd75/tHGIRNxqQhYr+0fM3P+Pv0lDonHd3Dl6422LL2HfvUOrSDe5Ek7JEPPGNzhdPVZ3wBsKo9GQZa+Yln/daEDRSAjx+5FA2BuyyAffZ6R/l1v7FiPnTSHn0MRoYmRe0Rl9aDxkptazsv+JWfEBs+hfDkbm7LpdXuk3BSwt6jrkV32PtyVCHWxe5ff522JfyKaYfJtZ+uP9Gz892qB74mAXDrGz/zsHX20w6SRtb7KK/41x9wPZoTYQM0o7fs7qm0TCCR+iUxNu0HNeO6z56eHYpBMJe7FnqJgwYcL0uelFMlQ/4g96IzHE53I5LC6XEwnFvKEA4g/5IhGPx+5y2DyBiC8cQlAUQU/nhJz5xxcF8/ZNctrXZXIf4nUjwYg36EcCYV845HFZXU4HEor6QsGHo6N+JBjxhQJul9WNeL3Jma/3w5z+EwwhXrfb5fKg91J7Zj9JBUPeYMjjtrsRBAn4EdR3JoUBbyiMeJ1utxvxBx/86sF/UNQbjHpDfrfT6vb4vOEI4vd7A0HE53K7HEgo5g143Q6rxxc4mZl6L6nBsC8UPDnSYARzU0yYMGH6XPWCGaof8QeStuQNhryBe5YQeGBLIOgNhu5tRwIn//hiYCbeIqf9rVwd9Ucj96MHgg/u8IFYZ/d5uj35MfjAPydpCN5P6v2v/A9uDJ3uKvBAmEDA+8Ch/XoyHp+es78eCD2QkrMZ9fCRYsKECROmz0svnqF+CgWCHqfWppW6vAHkxVhfCRMmTJgwfVH0nA3119fy/VQK+MIxfxzQ0PNe0RETJkyYMH3R9Ji1fD8PQzV+5wdHMqVcpZUp1JgwYcKECdNLLanFru3ocf3el5Ovb9PieqUWu0yp4fKEIonsMzRUx7/7A8+P3wiGQn5/wB/AhAkTJkyYXnIFQ96x0xbq7/6+b2LaHwz5/QEf6pcr1Z+toSKv/fzX42JgYGBgYLykhGfmHf/bl5xf+Zrjd74UmVtMbozHE6c++ihD5cusvGOLSGnHDBUDAwMDAyNJiDB3z1DDswvJjdFoDDNUDAwMDAyM3wLMUDEwMDAwMJ4BmKFiYGBgYGA8AzBDxcDAwMDAeAZghvqigHjcCplEqZBier5SyCQGnQbgEWX7pcbr9Sjkz6CAKWQSo0H3vI8G4z7xeFynUT2Tk4vpySUf8biefC4wQ31RUMgkwiOu2WTA9HxlMujY+3vRaPR5l4hnjEp5LOBzPn3+GPRaDpOaiMef9wFhnBAMBliMPZNR/9yvnVdbIsGh/Fj85HOBGeqLgkIusdvtzzsVGAAAwiNuJBJ53ql4xqhVcovZ8Ex2JTw6iJ+5wDGeL4EAKjriPe9UvPrYbVaFXPrkMJihviioVDK9gnvMkKH3NkVsB+Q9ve+0KRCy7tOoGvcjKnqvijPT3dnZNbjDTvbFxQxC8mhfb/8AHt87wtW4fz2K3yxeHsD3DfQPDPT14ycldh+i5bJY0tBpAI+aR2Kr4oDyVggDfX0D+N7ukRmuKQRxp5Qm9j24N/3hSm9Pd9/QGMcQBIhLqGtk6cnNQdQm2dyhGe162vQIvh8/OIDv6x7cPzaHAybS2CC+v39gAI/vGWIemx8qTHFUszU90o/HD+J7usaXBGarniV2BD7zhmMikRDwD15JQzUajQAJKXO5u6e7p2tk78gMAOC37q8M9OH7+3s7p3d5fgBwq6RSgfcxTdBYLCbgc+4Z6hGPMz05NjM1ymLsfU5HgvEggUBAKmUZeSKdwXO6LW4SM9l8zb1zaD1m7Ake7qiPWMUkFhc9raqDNgmHxtccH2yR+OHkppiLubF2ZEABwHxIGsV1dA7OCoyB0wjaJcJgb1fn0OaBHwAAPCrmsdGR/NJn1hxzdVFA2POT/X19A/293QPTB8pkCuOag81BXEfnxJLUGQcAp4o11d/XP9A/0N+LH1hWuYJn05lwH89NDvT1D46NDPf3dM6T2A6PTcBXhR+TIX6LeCVZueF7+qdJBqtdd8yyBB4T+jfGYjZihgoQCyM6xsgWzej0RUys1tL0gqZ+TRAg4SUP5t3KKqfKnU+3Y9/xZmtVzo4iBADS1e7uoW30E+M8Ho1GqeQtEUpmzPc2hQQ1d291jTHjAAAxNXfg6uVyjvohL0vYxEsd9c0LG0TiztpAQ9Uo5TgBYeJoewuOQKbs7m4Tuhrb9zXIQz+n3plpz+3YppAplF3y7r7RG1RtD+V+UHDoTu7fPFGWW1m55gfdeGbV9BaJQiatzfbhR2dVVsVs8eiZlk5MvN3f1Na9TdrZ3ZpurG/dOfaYuZOVhS0SBAC8W71lDbN0i4rRm1m/SiZTKLu7OxSFyW2XkjszG9ZPtuwpTJ6HUujVbFUWtG6Sdym7pB06V+9WrhQPiB3+T5HHvxGfv6GGfXYBfWbzyOwL6JbrC2/mNrO0KEBCuDlwKyO7e1f++KiupcHqcar6cV8bFBy6+OSpj1qttFlUopX+uvbh7Z2dHeISrqZpQ2iPm5mDTbcntshk0tZwY+EsVeVXkKYne/WPyYATQ43HAYBBI1fXVIwRZgYWSXV1VcSNpUTi+T57jgftKjp5nip1hqKJRMyyNtJWXlJUnF+7sMtHw8+xm9pFY3IMrtPMifp28dlNU+QwADh4Q/WNTL3vSbGfSCAQUmqo9I7hHYrydFuEs9Z0I7VF7QgAAAQlbWVZNd3UhyL6eJPF2edmRclrKs7quVlQj5Orlb3Vd+Z4VgDQUPrLKvAaV0jDnO/vHCVtbxFXJxqbcRxjOIYcTzfX9s2tkXaIs0MN7YNLPgDNauU0TZw8SCNri9C644krhtOr5nZ3KWQScX6oY2hE54/r2fOdncO7JCJxabCqA69wBQRbgzV1I2QKmUImkSmHNvTBwuc3s/cpO5NNedXVs+tEjkhp09JwHSsPV2qnaHZn23PatylkCnmHzBQ5jdL1kTK246kz+ATMUAEAwKNf7b3x9gdXRhf3rcerN978xt/97NqiNABhcf1H3/mnf3pr8sAKENOJ6JskhsYZAYhZ1EqFQsZj7vIkFgBIoBbJ8bEnAhG37lim9p9elR5W/wc/+H8/rpz3xeGgK/XGXbwXIIYoaeQd6j7fEwWIo3qZVKcU71GpEqPdKOZQ9g4daAwA4oiJQ9yi8aT37sQ0GqXqaG2xbsl6L+Uh6UBj58gI/jgMEHLyF6uLG2cEqgeNJ2rZaKkiyrzJTzE9uaFjwoQ4yIuze0cnIdV7/bVTjId66BTbGzvzsrNb5NvbwwV5E0I1AMR0622drdNtFA9o12pXThIZlox1t1Dlio36GdNprISF0dw5KLSfNBz11Kn+gbUQAH+quWWOZlBu9LVM2QBQJXO5k3725yx8yiqe/YTz5laTBycOz2wwrVSOHTs/9X3mJ/H5G6qBSai58auL2X0sKaMt5Y1/+vvvd2/IIRGYrH3/69/87s3hA4C4XsTZ3SYeqm0AEHLq5DLRIYsjEbOac98unxdFfEY2S+SJAYQch6Rt6oEoAIBqdgovvH+zZcXoDgGAVqtR82b7K7uEpyUopqWyJCqvmrm+MpnMVhdtdI0mQ1S0hfkR4xMNFQA4TFpLc8OuEl0zQp0I6g6DTe040ubS55BjjycoXWm7e+m9jPJZvcu83nX7Rt24ymw28bbwDbX7Oh8AoDoxZXODKTUkAMBvPZYrVWIufe/AYjaJj+jUQxmaAAg5VHKxmH9A2WWorCf3cA7F/vY2iadyAgAEHSqFWCUT0/YYGk8YACCBHLEpxN1DZwgA4latRKWWH9JpXKU5EguLF+rfe+/64I4smKw9Iq6pnO/+/U+uErVhMJNz3n1/QeoDCCqFtO3tPZneAQBes0qrkAsOmTT+scWsP9zbPZLZAAAgZuAxd3Z2Ne6TFlogEFKoaSz81B5Dcy8fuJSVtsLKLbkaAHycqZ7uZvzEw93CPsHcaE9h55QoDhDzK8ZqaocJfWYARDpTXzss1esmemrphhgEtSvdlfvWk9r+mDi2J5AwVib6pw9OdhQzr/RUrivDlt3WBeZxMpyZu7vYQ3HFFKt166dVprqnt4Nt8UnW23OqlpKdYZzFpSOV8YCyssV6REfaA1ipI2sbycIbMFL7+ra8jwmo3Fknzh3f/+xRbU7WHT5lu+k+n5mhyq08mUWkekkMNWDZWexubWxf31Mg6rX8y6+du5jduSoy8gl5V6+kpqYvHprUrOG8kvzGxprcsmGFyzabl3KzoGFquOjSpSK2LRaXTJy/do1qA8du07XUYslplY5wx2/+8jv/+saH0xyHaDr/TukEGreTultwI52lVy5VDjCDbn7N9TfzcaNdVVkpV6704HtL067c7SJ63Ib5hqLy0oa64vS+DWHysniEofolkwOTa5vLFK4riEi3Z2cI07Mc2QPFLubhDRaPG+/feft268elGgVpeWabdeJ6qImOaGHDiQAAIABJREFU73249WygL9SlFeB6e3q7O7rHNs2hsJq4uTY8M7dEC0BIurW4vURY7N7zgXEyu6C+o7OnC9dcXzwww3IiqsVqwj1DRbijnXOr97sH3fzx2WERAuDXzXeVF+TXsix+APDpGe2pua093X09uA78jMji9+torTfy2np6+npwuIE5ifnhpqffsFt1p7ijqxPX1btMVwFY1qpfTUN1yTcHO+q6RteO1LzurGvnPnq3fHDTqmI3F128euFaOYHvVmz2tbX3NJWl3Ujb0zrVpJZ3377chJ+nMPa6qi43L1IWam6nFo1Zw/ZNXHlpUUNTWUb3Gt8gWMz85U9TSoclZhQA9DqteKO5ksBMAEDUShkd6O7p3TwyhE2HQzXXqzt6enub87OaOJpo3ECen3uyoR4AQCeulUwiOsOgcILKBa0SwFPkHU01n1u+PRIdZ7K7pWlwkSo6Ws69nrUhf6Dz0Ckl19wp7m6tz83LnOIbvLKVK6+n9AwPNedePnejqGcQd/vK+31ERcC4mfreB+UtQz1lNz4q6Nb7wcYm1OVnd/Q0ZqVXbCsQMK5fTHm3HL/Yk3M+q2E+ACh/ruFWeX1zYX5197o35CHUnX87r43QWZN6PZuqsXJGC99846NGAsubrBcjrvny9378g+9dq19xGhgVl69saxAjb7OrqamjpSD1UhnPjAom75xPvTswNZR94a27VS3DLUXnLxXvGTwWzmRxZllXU05xTZfMFQGA4KMMlb29ND9HmNvgxeIIbWVte2VydObgoRY6wifMzY8RZxbkIfDxlubWCKtzeFUQAPyclb6ynKzBPS0AoHrmWPmk9WzMhIMwjSOI7reqZWxCC9lop7Qt3jdU8lLPni+hHr6Z19jV1dvT2dJS0zVNciUg5pLNluaX1VS0tfZShSaAhGirv+BuZU9vT29ne88SzRmCXyemIfYvLJkCAACokfYEQzXuL9SlFuB6Ozvah2giKwQNRMxQnxkRRG0ye/1eo8qGyJZyM9+tr6uvqB0g9NXV1Tc1FmdM7zIHcz8qGqY7bdz8Cx8P0wWLxZfzW7cBTI3Xr+L27KCau5qRwbCDc68941bl8WmV7mIPF1zNaKrNvF6Bn8Xl5ldM+gARc/mUjb7sS+9+lD3utvHqb37Qy/GBlZrz7nvbtrCZjDuX2c7eG75++Q5Z7RDOFFzKrNNGAB5tqKLR0VXu7sb24vY+cYQiPlodn2E/aKhxVDpVMaS7f6G41hpHZXr17llDNZA7+7YfMiLd3lJfed8ujUanUqhsCRKNKjdXNyb3D7YHKQe7y2srHAZjtYvkBcNMQfMCaY9GpdC5InccEj7xbNV9Q/VLZjpnNu5fWHbu+OSIxA0AoF1rKu8+uQ9FNIyBvPZNGpVOo1AYPLM37FFQ+ws6tmk0Oo1C2edbkIcfiPh05Kaqnh3q3h6VLlA5AMxrVa+moaJWldXrdVlNBgu3+XpmRUVlWWUdYaq1tr6uuaCodGzfbzyWHOyMtZaff/2NEbpcTu64kNaoSQCAva/iwg9/9HpKap0yAFHl7NWPU1elduV61aUbFaqQo/fWzS7KyTMEnU4r2W6vGdwNA0Dcq2Az96YbGuYpNhV3urt4lkSj06hbw01181TH8e7SwtgnG2pnG4/LAgCjFzRO2DLCmsDY0VL3+WTa43CZlO6A32o0SPZ6btwsOzjb0ZfwrTRevtGyBQC69bq0vA4uaz79/RymA5AD3DtXqzV+YHZcyW1fsRlJmZcyN3UAUX7htWvjdO544dXSSTEA7Pdk36ybd+p3L18+PyyMgWgkM6NCqGJWXfugm6JzHE1d+eAW32hYaL36XuM2JOz9WR/1UNVexcqNq9X3DShiHy+4UllVdSsnu396rPL69S2F06mV8ylr/W1Zb7x+ee7ALJ4ruFaC9wLsVX90u2k1AYbqa2ld2/Sp0iu5eLrbxixO+SWeZoXHGCpra25hi82am+EwVlc2ltkHe2OTzIcM1cMjrKzPkamrBAqLOL8q5JDW5/uUySvMuFNY3CRFAAD8RtZE9aDxXrRoIBgwLc7g5/j3+1yl1BEczWrfa1vknDyhsB5S5jt3kbh6KrdpjUoljlR/lForCgBAIhxLAPikHDJ5Z6G9FsdSGkV7U61tUzQ6jbZHoQmU/keNlPjNDVVPW+4r6yPT9igUptLsBVS7jRnqZ0FIOpd189zY/HJV/rnLKemE9a2ugrThDSIu9e3LmUVNTXX1dd104dFERWbNxCGAuvFaagfZDMqZKzdvMp3gYXRm3r5vqE7mYPb1MpGO15n9wRuv/Ty7fs1tIudnZvZucTmE2lvFYw4rrzHzEkEYSBhIhSlpDHdAt9OVdqeTvNr27vvni2oamuqq2ydWDH6A5DNU/upyw8b9llpAMIBft+iOpkaKcu5MIiHD4ujUQ4YKiQh/rnKUKE1eKnbmaHHPnDvoJc/PUIXJ8pZgExqbV48eOlWK7Qd7RQCOVxe3Z7k602rW9bwVCseoOlxsI3pAt1I1e3bwccgtmq9ZvF+UozpCd+f2UfI2IM6causdpqAJAAALtatzYSuYAABwHjOWcLSzP2flU1Z6WU84WW41uW/wbBTDatXU4x7sPUOe56CkuLT2fGrH6Mxg5a2P37/UTFiZbiquGCOyphvuZjVzJRxc7pVhmly+234jr1MbAQBjb8XFf3v9F+9cuLFx7EGPBt9+54O8yobG+pq20UWNQ96ekda6pU7uW6NVG2Q7hIqaDelJPehk9VVM7lqOGRurkyelzrxWMbFlOCKurs487gHVPUOdmhwZGRpIbnQEgWOHQcLi6AD+s8ue3wq/bC7jyl2q/oyJJKxDRR9WEA4AwL0/nJlWTiFPZlyvOHQn7HTcjZx2fSBG68wo6tmy64k5mbl7VoCEBpeR1rs425RzE0cxAYBsoSSjsEevImdnXtvWQ+BwKPtuLZO1XnThJ2kF1Y1NDa2tQ3KrYabpct4YB6K2/twL3WSZQzh39VLZgf30KozYRu6exy0KRMT6j9944+33shhy3e5QwfWyIaGIXJOeMcc1i2aL79aMowA7dVfKuigJUNWn3hlaXWvL/fjD9IKGxobGlpYNoQ1ODJXK7COw+PduHyLMDcIyUWkW4zMyK3dIx0Y1eWjs1wz1cGpxZ0MhPR5Mv9i4feBU89Zmuk8M1b5f2TahRGIAAH7rznDFmjBZ8wRJg9VLPLWWRRxom3cmq3nHAb6mlG1N+HgjdWPk5M7FKx3tQyx/VLlYNe8BAIjQpxqaxxhRiHJWmkepJwZN7W1eYR6y9ta3mJ8wxTOmIeLnF5OG6jPQ+gcpjwupIq2tjXPvf3Yqtqebjh83hOk3BjPUhwlKCDcuv7/CEfXmvfmdN3OPlNzmW5emqEdz9deKx+hh1LS5uK10GacLrpaPcQGUNSlX2khmMG+kX0/d1AYUU0VXrhUfn/YhORj4tHPZkmhMs9Hw2t9/81rFplYwmnnp7jHq2WhPfz971GXl1qZ+PMZH47rtnI8u7zn8ms22i7c6BYfLeam5e/qgVbC9RbvX5avSSdb60/PrcbjO9tbBmXWTQzrUvWCPhZgDuQX4PQDX3NA4S/7wbVnQJiR01Lc1Nje3tjTVdTHkdoAIebw5P7e6qwuHa63F9c7qkYcnORhpc9XXctu6urq7OjtxOIbGery+ujZ7FI1IG7NurqmDARVjtmXbA9rF0nFt+P6JjvnF+NS7dThcZ0frwOSCPgAO6U5vS0VrWyuuvaahd0ZsOym5xt321un1QAIAwKejtVy909TZ2dPdhWtrXucqbEpGy9U7LV2dPd1duPaWDa7moRR6NbtdPcQzDVLLbF5hVV1zZ2d7z8CI2PZZTdt4noYaEVe9f6FxibXffetfvverqSPpUvWdUvzSXNPV7CGG13xQ9NZbQ3S5bKfl0u1WVRgAdO0FH5YS6OSum5fLxtRKSvGNWxtyv+t4d4PMD8ZVDVeuNKyfDFRRqxQ2i8Es3BvAdXS3tra31lXX1Cxy9WHTQX/l5YrWzu6O1rrmxi2xPqBjdJVfqWrr6upo7ZrfczzQaXryDDWRSHg9rt7e7rnFFZfd6nY7l5dXstJ/zucQPv9sezQh40jx5du9xABAwi5eGRkQOT37I/mXSiaC0SBzJDercer4YP7a+QK2I2altqbcatSgUUrbtbzODYeFnPHOpTG6CTWs37iSviLSb9Wn53bsRME7X3kzH09F9VupN1I2deDn4NPTS4QGEe7O5R6aMWQ8Wl2l+cKOqdqP74ywIWLpuf1h567MLiBcPFfEsp46WsQ6eOu9hlkhRNQNF77zrX+5SZdKRgs+bpwX+PTr595OmeeahdP5meVDXoCtyvMF7TsxUFSlpPXu8bdbbhUNMON+DWllWXHa5avU7HMG2svvlHV2deJwOIZcw9yaXyBpY3ZySXbeviPmlqzhR/YfyiHf4cT0+lYk6MKXpPfTbAnH4eIkTpG85CzU0sYhmefkKnMoGf2Nde3NTS3N9a3Dq3ofQNzOmOmsbG5pb22ubayf2RVGARJu9WxvSw2uvQ3XVt2F55n8ca+YUDqZ7NAK21gN2XcXhDavhtFdU9rQ2tza0tjSOa90IOKd/tysss7uru4uXFfn8JHpEWMPY+qt3rmF5BDjsIVadTu/GYfDtbePz+0+dPOnIa0s9NPuX8CoYb7pUmEDrgfX2joyL7E9pbVihvowIcVa4d3UHa2LOVKTmT/j8Uj6SrLmj5yoidFcmZlxO6eyc8OOulbq89sXhADarpz8AboZ4uh6R+bNO5XdVTn55V3q0/59N3eq5HaFCAUIawezr+fXrAUipqmy7JzbhTmZlzPKJqw2QU/J7UWJP26i1Wblsd0Bw97g7eIReyQomO8qSM3Iycte5JqS3Rsq5bHZKDfJhGwmk7nP4Ipk3lDIaXdFACKIFUFDADGX3eFx2XVajTaJRq21umIA4LcJGXQ6g6OxJSu/OGrX8tksFovJ3D+0BRIQD9j0ak0ynkaj05u9iF12yGGyWGwWi8lk6txoEEE8rgBADPGY/XGIB30uCxKDsNvoDJ89z4ngSSKZDK5A4okAAITscuY+g8nh2c48/Ih4rRaXJ1mFJKI+jYjHYjHZbBZzny4zOqNRv0Z4yGKxTrboDGaDTpNMokat0VsQr9tmQ87cU0cd2uMDJpPF3GdzeTb0sxqx+TwNNSrvzMju2ZDbOPhbdwv4iI/YWlo7J3AezhZlXykuvJt2/vIIXaqkDuZVDeoiAGAaqk/vIusiDn5tXt62wnK8PVKSmpmbm0nYN0QgQu6+lXKjkiyyAIBGJTcY9AAQcqjZDMY+g6VJDreJBYxyHovJYjMZ7GNTDABift0xl8VksZgMlljzUP/b2Wkzfp+3v6e9sry4pqqsv7ezrvpCTck/G9WkzznbHoffedTbWFpYUFB862ZTz7QlEI36DHNN1cVZGSWNHWJPMKjYyM2qP3LHHJzBnAq8wR9lDRXUj1Kcxt2c1OsNjbjK26nFhP1AHMJWwUTdrZyCnPyOBQsaByOpoDBnzwQBwVRJYd1xMOY6ms8tuJN1/U7vwkEwiq50Z1XP8SFqn6jMHKLpo05hy52P71bNGEIJAICoY6Yio3tZDADa3c7rv8xj2Twa6kj+1Zul+XcuXM5cYuvE643l7bM+ACouu3GIHgMN7m7BKMcWcnJxd3Lysq7U4Bcs/hgABAIBsYjrd+gFbCYzeTk7vKjX4/aGIRHyOixhgEjAbbc7HVaDWn1SC6h1BpvN4nR7ABJut9sTTEAUdTutoZNhUz6jxRGM3b/yfRYFm06nc8RnprQEZQLOPoN+oDzThxU0HzD395ksuT0CAIlowGV03ruW3Ga1zoYCQMCu5jDoDAbPgkQBIOQxCblsFpvFZjFZrEO9xfxgLeeOxiERQmwudySZvKhPK+GzmEzm/j6PJ9Ce1hzJys3tdLntvvtJT8QcWhGHxWQzGQye2IY+5b04Zqi/nrhYJByOAUA8Fo3GIJGIRsLR5KyUkM/l9iarjmgkHI3FARLRcCSaLFLxkNfjCYTufQYASMSjkXDkJA+i0Ug4CgCJSAhxI4FgKBKJxBPxaCQciwMk4smQiVg0HE7+SBx1u7yB+/dKSoXUbL4/ZeZx+DWUpobqurrahvq6+uqKhinSIx/gP0TEfjzfUVlVW9tQX1dXW9XSNqp4+lH6nw0h1UxnU01NTUN9XX1tZVXbhNT+3GaCPr95qPFoOByNJQDikWgkARCLhCMxAICwH0G8aCgSjkRj8Vg0EokmAAAS0Ug4EksAQCISTM4K8XvciP+0TMRDKOINhmOQnIdq0D6DJMbjZ+ehxuNxr9fr9SLRaDQQQGuqzpfl/6NJtwvwYiylFA26XS6Xx3emPgq5nU5/JHldR8PJCzMeDUeiCYB4NBKJxnzHhKspqctiN+K5X/smIj6Xy30yTDcei0TCsZMIJ5V8EPW4kZOmVSwSjiTrkEjyhEI8jCIIGj2pPhKxk0oGACAaCid/JehFEG8gEg5HY/F4LBKJxpJpjEST1dFpZRXwud3IvfucQMAv5J/p4Xwsjs3pzvLK6ob6uobaqvLmLqL8RasFTkBV5Mb6+7Vc4zTZ/YRWJapewFWdVm7VLW0jys/msDBDfZlQyCVGgy7xSTwi5ifGefponyOPypPnkpB4PM4/ZL96CzuolDK9Tv3p8ycajfIPWY9bKQlFkZrKj3Oz/j4YeNxD2JeAiEdJ2aV9iqmhnyuBgP+Ix/kNTt0j4n768vBZ8Nsl9PM6LJNRL5dJnnwuMEN9UTDoNOz9PQH/ANPzFZ/L4h0w46/cWrUmo471LAoYj8s6OmTD4xdwCAR8EslBNPaqLYb8whKJRA7YdP4h+7lfO6+22Pt7eq36yecCM9QXhgREo9EIxgvAq+emSZ5VAXtV8+flJR6PP5Mzi/EEotHoE+4jk2CGioGBgYGB8Qx4GkM9klv5MosYM1QMDAwMDIxTMEPFwMDAwMB4BmCGioGBgYGB8QzADBUDAwMDA+MZ8HSGauPLrGKVAzNUDAwMDAyMJJihvig4bNYjHkcs5GH6IuiIx3G7PvUrjzF+S1xOB3aVYfptJRIcHksEsccsZnIWzFBfFOQysVwmQRA34jmjJ398QpjHRURO9dC3j9zzIyMivxbxkWEel9QnfPtpAr9skoqPNGrF8y50XzjUStmxWPDczz6ml04HbHow+MnvjsQM9UVBqZBYrdZPDofxSmDUa7Ua5fNOxRcOjUpuMuiedyowXj5EgkPMUB9DIhGLhv0+rxfxBiOfsPLFE/cTj52ur5aIx2KxT7V8jFot1x7TOUscz71NYf3mFEFoPlnoPOFVLszMSawPrYUf4++MrvIMpx/93OVxJk9KJoxui07s2cpdHZkiowAxn3KxrbGqqrJ1eOv0FUZBEXmisrKisqF1hqWNAwBq4tFXtGjyW1S4QtW5vFYRqausvLahvr62qhG/YgnEASDqFI63N1ZXVrTMUX0JgIRlcwRXU1Xd0FBXXVk3usB5MKFhKW26sqqqob6mrq62rqGJqTJJD9m848d1e6Kc6f76yqqGhtrqmgbCnsatIrOEsldmgV29Vv1FMNRwwIsgiM//DM5bPBaNParCAYAzmxOxWDSeSL6OIujzIgjiC5+5LjUquUH38IsCMTA+EeERFzPUR5OwHHbkfJieW1pReudqdtWe5nEvfv8EEP5MftqH01wEAPgTFRVNc0+5IwA4ecH4MqFs9v4bZ0LC2rzsdjwxAgAQOd7vuHyl9lDz0IrdcQbuw1ut4wovAAAiZrZm/Gz4wGJmEYprW9U+gLC0v6po6cAUC4qnuts3GSKFQk6bx9X3LiDhiHiuq7FrWiCXyyWcwYaCGaom7tesDFcenrzr17VRNcg3mITzk6PdKwqVSqVU0GabenePIaIabmlaYx+rFIqt8ar6MUYketxV30M5lKpUSoVCabR4Hry/iPtcJoVCujpU0rLAVKpUbr+DODO6RH5c7WZZLGrboPNVKqVCqTI5A2ZKx+Qm5ZNL9EvCF8BQYxYmobYiv6i48E5q3tga1/eUb81K4lzovF0zw354geCEnbqzwLKcfvSLcWV5hCO/jzuac+N8XmlZScnd3PJRrefk/hEzVIynAzPUxxLXkws/+nBW4InHXTMN11Prl2MQVbKJE4ODC+QDVxQAYprD9YnxcTKZTGIJ/AAQNJInRkam55We+4eMcIbO/ejrv8zpt4WB13czI3/QB+DXswiTo9Mz61pvHKJOPpXEZe1NTU2Q+MciysrY6LLCGgCAgEG4NICfXtt1nNYQGo1SdbS2WLd0v9s3KB1u7p2Y6uejAAE7b66uunP+SOk5eyyQiIiW8hu6F9g8C0CIs0caqL67LjIAxA/H63oWDw82+3tXGFEA7XrX5PLpS3fDFi5pW6877GgZv2fQAcV699i8SqfZJTQduZPb3DtN40KTWbi4TNlRJzdZ93oqZnngVzbnF4+sSgEAAlr6tsAfkgzjV52f1EqX7PYQjpJ27SMvTK3THtf/Zl6vnTx782Cl9c6S6MHHhH7peOUN1c6bvJ2Wtav0JBLgEJKmhtbM4ZCaTyWTt+enV4WmIMRM29Njw2OTIlsUICJlkZgyB8SQA9qm0OIPWmV7u7uUNcL42KzE4gdARio+uD1ABwA1bwuPHybuawCiR1O1773xi6IJ2slb0FFueVpKP8vn2G1OvVR8HI7HYra5soxbjTNIDAAzVIynBTPUxxI37JVevLShCgOAfKbyRk6fRkGbH+kd6+/O+OgXA3sqt46YfjmlcWRxovgX72Y3GMN+UldRed3Y0kBhSeOY8fTNfJ6D8ax3fvCTN9/pJekEhMK7pRO+uHWnt3diebjs0sd3moio87D88ms5fQtz3aXn33+nZ3KmI+/GtdoFq1k6UJzTjp8ebrjZOEFNvkHxEYbqF08OTW9ure3RzYiTt760Mj89y5G5HzyYEHelcW15dZfJcTnMjJ3lrcW2Da4CACBsnqi8lt80rkUBIMLoGdrYkj0QVTZfMLHhvdcbF1Hi5pc5/KO92WbBiWt7SE0TQpNNvjVafPV2dX1NWWF+Tn2vyOgFAJeE01eUXlRR1tQ8eOwFiMm7S/IKSyrqa6sr6pvnuMZH5X30aLtz8iDZoPA+0VCdy2XFBfnF1dWVzR2LlgQ49/swQ31pSKAL5edze0kAEA35vIFkIXPNVl/+5cWSxW2aUi+abi8ox80t9RbklvdpEPNwwbk7Q4cQlpemvdlKM9sYQyk/+xV+ZXmwLCMtZ9gVcBMaLxVP7huFG4WFpSMzhNqsgjW+Qb3TdeGdDxuWeZ7kAwaUV33r2hDH56S0Z96oVEYBAFzcvkvpRVwnAGaoGE/LZ2moChtfbhWrX15DpZWnvNNMoDAZK/m3L9Us8YMOjYC8ONxRe/UXb7TMMjlzRSl57QiAfrXwcmmXSs3JSfmoeYFztN124cMUov6kFeZkD+dfvzPQV3Itvx5fdzuvasoPHh6bsTjZmn31/fM5E24br+HmuWF+AGzU/A/PU9xRK6U75VY7Y6cv5ULmAvOI1HfrXHqVMgjwaEMVjY6sCfY21xcXtgn9LKV4ZXyG/WuGyp5rYEo4k4SFtbXZ+W2ZhtK2zE4OH40fzLfUTh8CAECEP4Zb2BacRot6TFqXjtaEX/PeO4ceXvfUnFguJy+0HZ0a6nb9CM9glqzMEYZJGq10ojavfJINABBwuqMJCDu0GrWYNNncvmgLyofbh/eFCp1Wo9Hpbd5Hvvf8NzdU61pVzw5LpNFodAZ7GMBGx1qoLw9xhFB4vnqYCQASIr447+bVtMw9jWm97dbtDhIAhISj6Sm3uH4A0DXeSO3aoi40ZJRMCiCsqsv5uIdptTPHMq4UHccAbOScy6lUmXq25XrpKHETl3k1t40v5LWmvluApwc95DsZudR7j0keMNQKRQQAwMkfS00t3rcAYIaK8bRghvpYEkZG5aWfZZY1d7W3dC/t+yEhmKu4fKni2GJdbEhtIuwzJvLSy/sCAPrt6itl3cpjSvr5d7Orcf14/Mjs8rH9pE3nZA7evlZ6bFeOFXz4g//x49sNm3b1ctqFa5M8g2K1Oato1GHlNWZemhL4E4adgpRUuiugI3al3unaW2t//4OUahx+AN83uUG13jNU/upC7bLrXkL9Anzvqs0qI/TfSbs9E4ya5ocnWccPGyprqoxq84sHmgrvZu3aE6atunmWHAAAwgerfQ2z/GTAgHq9v7tf4U0AgFu81NjQrfcHWLjW8a2kywbow6W9s4xQBF0eaJhg2wEA3OzGimYR4pXOz2+vSQEAUElHSdGy0A0uZltL/UGyIjPv42r69V7pSO+y/RNeghnlb3aMc5LRENLc5Oa++TEhzWtVo1L7fVe27HXNkpmvzGvDXnFDhcheT/qNuulk7wu49m+nnVsQaDfas3J7yQDgpHVlXM2XhgHA3JGR0bhAnKtLLyVIIK6rzz13YqhpVfIwgIteknZtR6Scbb1RMrS13HTt4+t3evr7+vHDFK7SpVq9lXqHpDstF2cNNbVKnQAAsO13Xswo4bsBMEPFeFowQ30scR0p970PV5X3KusIY+TOlYpBuZJV+sZr1QSmnjd+OS2fKD7erL1wsahDj1gHC9I6V2U2ycYkYdNxemQOes/1D24KIwkbo/etb30jpWjVIJ25czmLrZaNlJ3/ReaQ03pQfe39kUNfXLt5+70LFAeqXm/+OL1DIiFVZuZsCMzHlIlZIi/ZhazRKA2yreHbeSVVldUVpW1Ds3q7Ynp4zRGPHU1VN89wADwrk7OHav+DR5M4XKilmyAsJRTVDjsB9Dutq1wVAACEeZtDHUv3WqVhBY3QUFZRXl5WXtdNV7kAIGiXzPTWF5WWllZVNo6u6T0xgLhVTu9oqigtLiyuricw5WEAycLSzoY4ebKNJHxhzagpHtExx6sKyyrCJY6FAAAgAElEQVTKy6pKWjaEliioByoLC4vLa2urq8or8JM76CPyPiok9c3wko3wEHuxK+dmXk1tVVVZ/a7Y9mBI13bTlMR8fx8uzlhlQVpZVXVVZUXnOu9lf3v1q26o4JVtVtxMGaVI7A4raaDwF7/8iKg0Ljdcv9m+HQWIO/arsm4M7Oksh4T8zII9o2mn+daNxjWLZCP7o3/pZNodnKnUd9+bE6mPFtuvX6lWOcwT1R/lDpMFm923y3rkVsPO+Ahd7o7oV9IvXJ3mOsKxBACA76Dk+rleptdBarxyLpttttvt6unKm0V9G8E4AGaoGE8LZqiPJW4/GqypoamRe1vCBg6+Nqu0oqyyIL9/6yjokrUVpxXUtuBLr18q6LACoKq9zty8ouL8BZY2fHrQiHi9o65L7gdIOFabKlt6yeGEZxtXU5JXUVNeWI1btjtl0x11O8pg3Mbtq2kSIEELZ662fdGdiOuoMzW3b5fW1NLV3uTdtVJxbDZpUbfdaNAb9DqT1RGKxUPBUBwgEQnGYnGARCgYQu0qBp1Ko9HodBptj0IXqhDUH4kBQCwQjgFALOwPRZOZn4iGg4HQWeuJuy1GvV5vdZ/pOo14DTqdzmg5OwgzgNh0Op3edjIEKxoKhcP39hPzejzJTEBsJr1eb7IlRzfH/YjDZNAbDAaDXm+1mRXSAzJlj06n0Wl7FDpTZkUBIBoOhKIn7YloyGczGQ0Gg0FvUIu4+1QyjUaj06l7ZKpYafT7g9Gz8yGiIZfNlNy52Y1+itlOLwSvvKECQEC23V5fXFpWnns7o3WBHYmHGIS27qXDKABA3CkntZQWlxVWEYUmAPBJ16tKcro7WpoaateP3XbmeOaVu/3DdQV3qta5VoAgcbymd1uaiPm2JpqysvMb2+Yt/giEDItNObn1Y3JHGAAgKB/raFyXBv2ixdqiWyUVleXlJfV9G67T2XGYoWI8HZihPj0+JbE47VxlO74292rDDPvzeW6nVEgtlsf1f94nYGQP9vf09fXi8X193Tj8Gsv7gnaD+jnEaVxnNx7fh+/txvWPkGWuJ4S2cDeGenC9fX14fG83rmeDLn1BD+sZYdBpXnlD/TSYdruvXCwWeT455G+FRiU36rXPeKcYXwAwQ/00xGxyFpm0Qz0QuT+vpQTkMrFGpQgGAk9WKPKQ0cTDwU+I8nwUDD1cOGKhJ4SPPhQ6EQ0990P4LKWQSbClB59AyG2USlTos+7ZVytlSrn0uZ99TC+XAv8/e28e3EiW5/fZEQqHIvSHFXY4ZI+0lrw+ZMuWJdle2Vpt6LC9IcmjXUk7szvX9vTOTF/T3dXdVd3VdbBYvO/7xA0QAAmQBECQBEACBEASN0CAuG+CxEHiIO77Bn7+g6zqqp7qnu7pqu6d6veJT0QVkonEy8yX75vvZSZQLpmOdShQf5u4jEZMBq3dakR+GzQaNMkE+qbJr5tEPGY0aL7xvY/87dJqNtitxhf25fgoUBEIBAKBeBoUqAgEAoFAPAdQoCIQCAQC8Rz4TQLV5otbTy5dKFARCAQCgXgEClQEAoFAIJ4DKFARCAQCgXgOoEBFPGfaCAQC8VLwZVs/FKiI50a9VlMcSlXyfY3iEIlEIn+rVcn3FYeSWq3269u+R6BARTw3CoW84lBSrVZrSCQS+VtutVpVHEgK+fwXbwNRoL5o2s1m88nt1G41m83n8z217Vaj0fj0d/Z9gxQKea1K9k2XAoFAIJ4PWqUMBeoLpaJjj7/7Vqcm8vQPaJed893jQvcnX+YdOiBM4jZT5bBwbUUTqEA9puUeFABC6u01nu7Xfynk0xT8krGROUP0URKXPZTB+3c6ugf6Ojs6elRnz/w176+E36GQmBNfrpAoUBEIxEvE1xOoCetJ3OVPfQsDtZ3zzH/0/X/5h380tu24mlLL+g/42wIR9aNXbjDMGQCI2aX8rb2NuVvvdxOitZRJo/b4A/uED3/0Z+/wTO6gx6QxeGoAAAXzwe7GxqY9UgSA+KnF5LAahIIdravQAACIeQ18NluktWZbUHavvf3m7f3go62aPep65zXMfrBYjPOG3705vJYHyJ3It7e44gNbGaCW9B8b9FqJQGc7L+fOpDubfMHBeb4BUPKZ9W7bsXCXr3b5/SYlf0tydlkCgFbuXMFl8/fVWYC8T3T/p3/61vBaMN2Aon+XtyEQm4oA0Mq5zWqjVrF5eJwopB1K8ebWtiNauCoUClQEAvEygQL1xRI3LH/4UR9lvvd+Hz4OAM345sAH7388vsoe/8nPPth0lRohya13fzpCWCd3vP5R/3I8a+t/75c0mUdGvPWjH7y7c+yUkbree7hcgZyGPfFgEL+K7enomfakcgf4j3749tDuCvbG229zLMlK3LpBmiYTSXfe+AFB6s0Hdj58v0MWehyohoEPbzBMBQCIHo6/enfcc37GJMwyGdM3Xn1zQXEWU5Le+N6P5pbYKvOxhLa0tEYa/uD1O6OCXN43f/Pf35qmMXEDb/zFT+Yp9LkH7709sB5NXgimu4bGiMTxD2c5mrBX2vHn3397hO2PuNfnOntwNEznvflNS7vi6Lrxvdd7cOtinZQ5+fHtEdL03Yd9uECpBQBFFKgIBOIlAgXqC6WuwH3cS1HWipaBD++Ig02I791+431JCKCkvvnaTa4j62XcebeX2QTwMDs/6l26zDpGb73DtDWy8oU7t+czAGZq9+2RrVxU1fvma5veJkCZ8eC9YdaBnNr55w9YAGXO6M+7Wce1QtStF7MpCze+/0f9SweXgb3bTwZq7njwg7cmWBqnQ4//6M1+oqScu9AfqbfpvW/+9IcfLGujKuoHv+x2VQGg5jKZpduEzvd/+uMbuFjcQ7j3F7MHESg7B1/90eZZMW9jvv7OmFLJuvnGu2y9384beO3tHk8lvXTnFlaVbrnob//87R1H4Jjx8NW3Z5MZ5/Cdv5iTJQDARLj1r/7tq7iNfaPRXWoDoB4qAoF4uUCB+iLJWfve/NGNHsz29tL7P/zeKMdYCotv/PIj0TlA2djzxkcbjqyV+P6dAUYd4HR74HY/9TLrGP3wXaalfCmZ+vDm1CWAkdrz8Rg/7t158Ma78nAToLE9cKeDwJMtdX40LwYoMMfeGNzQe5X0m6/dVXmDewu3BqiH8YDoqUAtmIff/Yt37g5OT47jSNxYEyLShTc+6JKe+CUTHR1UVVhFvfnB6EkVGlH5g/d+uSC2n+7jP7qLCcc9hHtvkJVRyJiH33xLFMgljSvvfTAtE5N/8erPHo4vYBYWyBuiUOYU++H784eXRfX863/+o77phcVFLIOzn0rYR+/9jKyOAQBknMvE6btv/vQnv3ioDBYA9VARCMTLxdcSqKcJqy/uCnzbArXt5w28+upbS1u87W0efeK9H703Zj2zTrz1i5lNa+qU84Mfv8W2F1IH46/ceKCPpuSTv3z3ATGWtQ3ceJ1uKl1KJt795YC/VjsiPnivZ71S8eE63prZ9ZUihomPPlg7ch4Qbt+Y3AXI0Qdf7VvXmHhjb3XjA0k/9mff6yLvX57tvP/WE9dQM7qud9+gGT7Z07bV7vduEy4TjvEbP3iXog7LSe+81eepQsO3fee1G9rzqJTw4ffeXojGXYsf/hRzGIbUcc+rr/LPMvGjpdfeGjM6leO3PtqypuM24bb4uAznc+++Obx1UotIOm/e3gsWw7qdrX0nFGw9N3+EkV0CVA081pbuImPffPOH/25REQEUqAgE4uUCBeqLo3iAGRzDiq9fxTQjt3rloUzCIhi9dWeYNNXbOSbxlaCR5lN773aOE8a7Jkk7qYKPPDbAd5aaEUXPx+/Nrm8fsCjThJ0KtAvnqrmBnq47HQyxpQ6g50yNragBijvkLqzkpJZwU4bef9DT1X3rgxm2PBrQTI7MfnKXb8GBHx3YsqQeF66RMGB67j/s6O3suDXJ1Z4bt8aGif4iQDOztzjY+XF3/8Pbdwfp54lT9kw35zgOORehu1txUUg7+D391FC9Edawh2/d7uzu4JvjDWjqmT3v3RxRecI+HfNux72O26P7nnS7doaf7OAYkwCthH13qKOzv+9BF3k7Xm4BGvJFIBAvFyhQXxzP+CKq6wnNRr351N8a9fqzHg9tf/qx0VajVv+cX4FvNeqNL1XC+mcsrVlvPGtf/Wr56o0nHpFtNxtXq9V6evqTb6jVPikhClQEAvEygQIV8Y2BAhWBQLxMoEBFfGOgQEUgEC8TKFAR3xgoUBEIxMsEClTENwYKVAQC8dJQrVZ0KjkKVMQ3AwpUBALxciCXHarVSrNBhwIV8c2AAhWBQLwEqNWK3V0+fD1DvvbThM0Xd6NARTwNClQEAvHbjkJ+yOdvAUCl8rUM+aJARTwTFKgIBOK3Grns8Kpv+vUN+aJARTwTFKgIBOK3F5VKsbPDv/qPSLgDaMgX8Q1SKOR1GsU3XQoEAoH40ths1qsQtVjMe3u7VxPRkC/iG6NYLEiEvFDAfx5EIpHI3yY9LkfAfxo+D7qd9qD/9OI8GAr4Jbu8YqHwxdtAFKiI50az2XQ5bBaj3mo6RiKRyN8i7RaT3WJ88j8Wo97lsD6ZZb8WFKgIBAKBQDwHUKAiEAgEAvEcQIGKQCAQCMRzAAUq4nnSqpcS0Yvz8/PzUDCSzDaeUUG+6JKqxVLt2b/C+pxoNpqtL7r8drNeKZW+wOq0mtc/SVtLxs6jiexvvgEe0yxehILhWPqLv6NeLZVqn3vhp5wNBwPnyS9xtwUCgfi1oEBFPEdaJ4qVB7c6xsbHx4b6cJvyr9Bgx3cn55WezPMr21PkQmbmMMWTq3zB+avnqjXsgq/2ufNkXPQ5ut6RAmgndML5wXt9kwu60+xXKWe7lpJTx+719Y119bO1Z/Uv9i69cHFecvqZy8yHOPihof7O+0OTYnP4S/2EPQKB+BxQoCKeIzXTPocj9D1+HTTuGEJFaMfkAmmkmLEfbuJn59h7qnSt4pMoJbsUHGnH5dauLM6K7YHsZdy2u7u+hqOtH+YgvTs0qQ5mEg4lfWaeLdSWANKnqiN/6mrJpfCZUbhOIs3Tt6S5NhQDahIJRyGzTvPFpMdnFHJJlCWp6lizxyRRWaEKQO1cxCRjsGxvslxNRlTM2f735x3pKgC0P6Hsch2bwlWAmsdrNp96VZsM7MK82HyWuzhaXZw7clkPLKcA7bBR40/XW+kTwfIMjrF1kgVoJPUcUueD8QNHBgCsq0Tx/pFGxtrWJwFqIaeYu8bEYEhSTwag7pSsk7ALS+LjRCIe0uxx2Ct0ttBpVi3PLojdKQA4kfGIMxiR1l2pxmwKYwmgeS6bfrh8+URZ85cenT4AAKWkV2+OZAMaFmVmcWnTdZE93luY3bcE1Sr3eRFqUYXVnS8VnfLVOSxJYA5Dxie3ehoAZdPyJG0zhRIVgXhOoEBFPEdansOlj9+5PTg01N/duSw2BFxaIXdDzmft7h+de5Uc4vwqgzo1tbinU9Hu3qdKdEJcTz+GaTxcHSOuKaUbE7eHJYajTQqOqdBIcXihWLSxML2yskKcX9wRu0rp0EWmfPVJSf16590ukeJgCTvLObIer5PJK6sMzMjkvt7KwQ724mWyncm+eyyxYpM6Q97X6ZapZNIyk4GdoIki8UI+5xfPstyJGpQD3BXM5NT0zPQ0bUem5K1v8SzFUpBHWxIK19YoS6sriyPza+bjQ+4S+UDM6FmRALQN1EW5Xr+3MbdIXV4lLdDZ25eNUiYeFHM35KY4QCvpF00+vL2wY8qXq+VilDvzUS+OJ5cwcDNb/tAxhYxdX12eH52SiDfnujsY+7rN+c5h/LbuYGV+dtuq3V2emVtbZmAmCRpz/Gp942faHYkpoN8jjI3PzE3PzZEPFWIWiRFugWd7Vqi2SLapRDqTNj+wsrUj2aUTNXrF9DhPdwkl6xRjfUe4Po4jM5jLGPyMOny9t5KGLYnBVH6Rw+oIxLeK3yxQkzZfwh1Io0BFPE3NcsBhbBzn8/l8Lleu1gHAvzv+2nvzEYB22qfYxJGxI3cfjHMPpNyxRWcRyvZlvNgFcMlmsCXbPD5FDQAZk4JHWOPRCGz60viNB7O4hdmJWZ7M/uRVwbieQaJw6gAWycbmvs2v32FiFyeHOx5syq2bS8x1I0CKxyFYMpBw7q+tscmTQ0MjU4uLMwvY7UgVAJLCkRVnogbVyIGQw2AwV5mMbZmz5FeweSyVVsTkmfMhq2BlDjM3cKeXdKQTc5fIh1LW2IYCABwbywqZiDb+y94ZDGZmAscWRqsAkN1dXVM6M+VL6yppVSbZxeLm5iYXVSrjBmue4yxD1Sck0U+TATmfNoOZG73zcJO/vozDnDcgqGfOH5wDRERzjN1V/PCtrgXc4uzkotweAYBiyLa3rkyWGnGHhktfXl1nrjG3vOcBuXBl7/iYg+NelvLOIxEZR5zueX+RyRHyV4gavXpxQWxMQd2D43AZxO6PByZxC7OTGLLMVwCA/KlkR6GKf+4gNgKB+FL8RoF6lrSdJtxBFKiIT1EzSllrPOfVi3a7XcuE5Ez8DGZBFwz4JSwSSVKHmmgFyxTtbQwv2HOQNlIJUie0gmvLnEPBOn2GnWk0XRIWjSXYxWM2VpapuI00QObEcmwMtdqtVvu6yl3qlsmktQKAQcTd2ORQZnCePBTMjKEt4TGLssrUt+rhrQ2iKdk6N+6ucvgbhAWFpwyNmFxjipcBIMofpDniVahGZSLu6ura+toqT+ZqNVM8Mrb/Qbc6lzEQ5liyIDRPiBiyXC5kEXEaze4QZbdcTwjmZ8Qy6RplWhNtQtFv1urSLQBI8FYYSncqaRYw8FslgJPNru/+qMseCvPXJ1etOUg7dmnr2gMyZnW/AQ05eXadTV/BzvvL4NWuzB2EoH7Kn1o/2KQurykAIHB87D2NOFVcwjzXH8pCGy4d2q0VxjprbX1t++Qyc26WLdx+fULuhbQNO79oykHOyFymMLe3KVil1UIb21CHy6GDETyWvbxIFLoBIGDe96QStp0VyvqWJ/EFr8kiEIgvBApUxHOk7dexuj+6NzA4ODTQOzhH36Li1K5Mq+YV0jkOq3Ftrq9vZmxxfkUukQpIzJMCZB2b6xoftCK72+IjGW/6xgfdIz0Tc5uBQlxJpBuDQf0Woe/2/fEZiiOSjbvEh57rIdCUdZvD3i0B2JWiA5XbIMAM9nYQSIvLfI15l7OzY2s1LqV7LGe6FXUc8Pc9ueDBXF/Pw45hlsxRqgNA4hC3dZIs/eo6pI42RqdX4tDKGIWzQw9HSbPEOa5Fuy9gMQPZnHCh++EoZglPtCdyEdPOVO+HD4dHBUdn5TYApA94/CN3rl1L7DOnOu88IND5SumGWC7lbdN2PQXIncg4gmDMsj430D2CXyJO70o2tlaYFxUImHnLugg0gmKs+LJ4LsSP93zcgaEIAhdWzN0337x5b3BgiMBUVj9V1uIpZXhox5mGekm3ge/vGMLNTDPFkr1dBkMfqYUkA72dC4vj+O2jS7+Hg+u919U3y1VEfcqpmz/65Ue9o4M9SxIrClUE4nmBAhXxXGk3q+VS4YpiuVqtXlWRVq3RBmjUS4ViqdEEaLVaV7XnUaez3W6Hj7j4fmqgWKjU2wDQbl5d3GuV8vlKvQUArUb1kwdp2u3rBbSv/qkVC/lqvdVuXS3yyT9d/QP1SjFfeHxb76P3P4vHn1EtF4qVautRgQEAmtVCsfL4eZt6OV8ofzJs2m63r7vQrUYxny/Xrmp9vfl4LVstAGhUy/lCudlqttvX26H9qKytZhsAoFkv5Av1FgC067V6rVouFAqlq8V9ans/ntSsl/KFSq3ZhkcLBahViqVq7bqszUq+UKi1AdrNWr1WrZQKhUK59hWebEIgEE+DAhXxl4VyIui1+VGHCYFA/JaCAhWBQCAQiOcAClQEAoFAIJ4DKFARCAQCgXgOoEBFIBAIBOI58JsEquMsaT9NeL5ioP7x97+O9UMgEAgE4muhurH1DQXqv/0TaDSQSCQSiXw5rK5zvoFATX3nd9O/+/cy/+RfIJFIJBL5cpj+B/849Z3f/doD9W/9d6nv/G7yP/9bSCQSiUS+HKb+xt9O/c5///UFavrv/17ir/715F//r9L/2XeSf/2/RCKRSCTyJTPxH/3V2jrnBQdqs5n/+ZvZP/xu9rv/4fL//W7uu3+CRCKRSORLZvaf/2H9QPYiA/WTbx2FBoDvPPyr70UgEAgE4mXixQdqq+kLhF78iiAQCAQC8U3SbrdfcKA2mk73STqTzWRzSCQSiUS+rCaSaZfH9wIDtd2GSDQeDF2EziNIJBKJRL6sBkPhy3jyBQYqAoFAIBDfKur15xSop/7g11dqBAKBQCD+kvHExdSvEKitVsvh8obOw+cXESQSiUQiv4X6A+dur++rBioAFArFVCqTSiORSCQS+a00lSmWSs8hUBEIBAKBQMCnA9WftJ8lPCEUqAgEAoFAfDm+aqCe+oNuj+/kNIBEIpFI5LdQl9sXCF38aqCm7GdJTyjzxQPVaLY73L5MoZDM5q7N5VNPmMzlkrlcKpd/9KfcJ3P+qr/63s+Z+ct6VQYkEolEIp+T6XzBbHPZ7O7nEKhmq9Pj85dqtXy5/MhSvlQu1BuFWjVfKuVLpXylVmg08pVyodYs1Gr5cumJmZ+22ijU6/lyKVcq5auNYr3+mXN+OUv5Sq1QbxYq5Xy5UqhWn9NikUgkEvmttlit2l1eh9P73AK1WK3mSqVcuZovZf1brx8P/pH+wb846vw3xwP/3sbfiRpwuls/D/jCAc6rejo2UWoVKqVc6WnLlUK1eiHp1N3/Z4ah75tG/0j/8Q8dSluu2cqXfmXmL2mh0U546Pr7/9JhCRcBsvlcNl/8istEIpFIJLJQqbyYQC2VcqViJhnNpA2mD/9n+YOBWDKWLeQTznXL9EA4dOGZ/h/3B+/ESlBstEoAJYBio54rFXOlUq5cKdRq/qU/lNz6//yBeCEXOKV+T/rO6+HLSqHeLAKUAEptyJdKuVL1+iVACSBfKeeKpXy1dT2x1c6XS7liMV9/NE+rXag3k36BffGds0A2e75tpNGSmWaxVsk34KliVBqPP6gIUGw1c8VirgYlgGecASCRSCTyW+9nBqrTn3J81UAt5SvtEoStD/+pagifakOx1Uidid2rS7FIxDv/v8nGH8YbkI2oXPjXzQu3ziyBYqOeK10HaoD+3YOHr4bLUAeI6foOv/dPXKe5MqQDW72WsdccO+xktV3IB/28hy72nB37SyuTHE/Vis12Jqx2L71tmXzNtS9K19rFRiPuXnNSblhnXndKRel6PRNR+bZmA3ax6cP/eu8Hf8+6wk8CXFpwNsxrlunbPttZrtXKhHXe9Xuu9Qnb2oxzadi7r8s2mxkfz86cCF8UC7XKN77nkEgkEvmXyhcbqLlSvdgKWjt/XzWISTbaJWhHFfclf/z7J87ACe735FMDsaTX3PHP9Eu0oKxbef/VoL9UrFeuA5Xx7w8++tcnZlMm4jih/lD+4EEiVzjn/kzeeTOk3TT1/iuj1JrLe00f/TVJx51zzbqx4x9qqfx0ymsb+kca3FRYzTT2/4GeLS2Wzh1D/5N8/J6bdV/38K1gopVwzsj//G+Y1RrP/P8j/eWfBGynUfeS9ub/auJvB4XDmvt/4LTEMt4Vxat/RTmLiXiNJ4QfHH58M1yHAOmfSd79cTDVKlbL3/ieQyKRSORfKr/mQG3FNH2HP/7Xp+7gCfb35DODEQdL/srfMVLm/fyPDr73HSPfmIN2vlwp1GrB9R8e/Py/1Y+/onrlPxa/+x9CF1Apn1m7fufgwWv+wyXz7b+13zeVip9ZO7+jXtkuAQTXfyJ75y2PYlL+83/p85WrAP71Hx++914sF3WN/6Odf/2f6Gb6giplqgoJ16Lqjb/rcASDG6/sf9yRbUNw9c/2b95MlqAKSVvn/66e5yZ9bM2Nv2nWnlcAssE15fv/t9egMnX8Ax1hO9t+DpdykUgkEvmS+Y0H6rr8lb9tWOg+5U+csPAhVzBbq133UJe/e9j182gdzrnfl3z/7zmM0UL1wtb1Owd3f+jZmj3ZGDvVmTKXTsuD76hXtooAQdZPZW+/4ZaNyn/+h6en5QqAn/XK4TuvXxRbCd9+QDRvG/rHon/7N62qQMJDUr35dx02X2D1B/u372daEGT+6f6Ht1MlqEDS9vD/VM+ykz629r2/adacFVqQLwbsY/9O9dEfyt//A4f1slivf+O7DYlEIpF/2Xzxgdr2mz/6X+QPp5MNKEE7qrwv+eN/euL0e2b+h/3hB9G403j794+ZmxEzzjBx/yKULdar1zclkf+5+MM/DmWhXD61df43op//SeA8Elz/oaz7btimdmL/zKG25rJn1q7fObh/L2TaMXf9IzWBk4o7LL1/X7tEjFl3zQO/r2PsZFKnHuKfWkXC2BFZ8+7fOd53xZ1Y+U/+C6s9cr7ztvT1Pw65/RELRvPeP7Tuy8OKec3d37PpwxnPivIXf80oPyk02sVWLSJ9IPk3/9HB3fuRfKNQRRdQkUgkEvlpX3SgVgv12OnaQwdXlK41io16ws2xzg1dnMfO9zps2+upRivlF9vnfmwc/QvnrjxdredLpVy5nK9WI/JRy+pcLNsotSDu5pjH/8yt85Xql2frH5sGfmyiTkWTjULGYXn4t5XT920Lb5goM7HLSrHVTgckDuyrpqEf23c2kpV2oV5LODnW+Z+ax39m52+mK410SOTAf3AWKKUu9h0LPzaT8NFyM6afME/9xDT8jvfYkW21MiG5k/KOzxXJV+uFNiS8q4of/BXN6l62DvkyuoCKRCKRyE/7ogO1lCuWC20otpq5UjFXLOarravnWwpNKLXauVIpX2sVAYoAxWbjyTfmG1BqQ75czBVLV8+9FGqVXLlWuHqOpQ2FBuQSFuPt/1S5vJEHKFPxgpUAACAASURBVAPkq+WnF9i+/l6IWvt6ytWDNJVmEaBQKeWrzSJAsdXKl8v5BlzP02jkS6Wrx2YK1UquVCk0SmHpbemf/h8uW6TQan7j+wyJRCKRfwl98YH6wsxXW7mU2zH5B8fbwkz1Ojuft+V8rXlpwhlu/196CjNRbaKHUJFIJBL5TJ9/oD791YMvg7lCNpvL52v1fKWcL332dyUikUgk8lvsZ3714G8WqE7Paa5USufzX5eFTLGUKRRe7KcUil/HpyCRSCTyt9lssWh1uJ9DoLbbbbvT43B5vT4/EolEIpHfQm0Oj9vj+6qB2mw2fWeBNgKBQCAQ31bq9YbvLPB8AhXgGTMjEAgEAvFtoPEcA7XdRoGKQCAQiG8pz7OHigIVgUAgEN9aUKAiEAgEAvEc+IxADaQc/qTnHAUqAoFAIBBfCBSoCAQCgUA8B1CgIhAIBALxHPj6AjV9alfLDpXH3soz5mqk05fxQv3zClrMJiOZ1q9bn1rm/FincUTyT06s5BMX6fLjl8V4NFOsfP5ymtVsNJb9rI9rldPJ5GXtC58/tGq5WCzT/PUzfmGa5WQy9rkb7FdppNPxRKFWjHnixafL0q4lkpep0qcKWM+cx0u1zyh1q55JRbLVdr341LZ9JtXs+bFKqdbpzQadSqkwe/0R/3mpXo7HkpXGszdiq5pym45UKqVaKVeYvdnGF13JZ5KLeBPlciGWyBWqv8Hby5l4NJoFgEoqqFNpg4kCAECrFIum6m2opGKZXOnXLaOVOjMrDbZE6Yk61a5eJuOZ8qMprXo2HsrXfoMCPqJROI+nKp+7req5aCpfahRTkUio8msPJwCAejx8cZn6/F1cT8WTuVw+GTnJfG75q8XUZbzw+GUlfZ4qfNaR2C5mk/HUpzdsLRtJ5cuNcjaZTDyu/s1SJhoIPbOIhcsTpVKhPTo26rVKpcITuIiFIqVK/iKRrj979duZsPuy8EUqXCsfi+TKX+4gBGhko5Fi/av2PbIRT6JcryRjmfzT691u5RPB7CeNbLtwGcmWnr1XqrmIN5p99ge0aulkNFdrN8rpWDz/7HkeUUkHDUrFowNcafWdX4bPsuVyIpasfsYB3iwnXEbd1QGutPjyX61xzIbd8RI0ctFkrvjN9uq+pkCNWEW08Tni4tzi9ARxS/UrR11awKcyjpOfU9CY6ZC7IP01MQhN+yp+qG9yz/nUorw65tiu6/FL6wpGYjr7/AVlAwd40sFnHStlp4DFpoW/cCUohZUEguTXNrpfgpxnY4NoiH2Zt7RTAj511RBPeZWnqafbi2Z0lUvbtn/qsEmIRpbt4QI8k1pcurV4GGzErazRXc/nf3IhbFon4hdG7752p49AwHFlR65je7bgomJZvuSzD/WUd6fnw24ckUAmYMbGB9ellq+y9S5dqkA+qcWvqg3nX/7dbbdoGYs5BACzYPz2APH4NAEAULGTsVuX7fbJJnlP7fo1y2hFNjs7RpkCf+6JiY0glUUXeR6tWS0pY/apo1++gI9JHg2vcE8znzdLXIHlKo5LmXO3y5L/QoFaOXPZfRefUQ0efTBvZU1hOA261ZHP3U9+I4/CNDx+eSIY3jw6+Yx52zbZBnPb/qmp0cOF7SNv1iPd2FxLPJpYz4a9JsszW/24R0bA46Z6brzfPUIg4Pf1thOrO3uuHGbuxp+ZwO1WxCk/TX2RmCzryLNyb/wLzPkk6UPsnCn5Vc+uoy6FP1txsgki7dN1r1XRrnUdBB4vv65fWjiwh5+5kELMpfJ8RoWrREWbWFWklXbvkpZ1n1+YXMiwSsDPjXz8+t1+IgHPU5p9Tn0s4aDi2P7P6EfEHdtdH/bgiQQyHjM6Nrghc/y6tv3ziDrl/hxcyuY3FObn2W/58nw9gVoQT/eTuTYAALhcH58/jjWbKRtpbqCjf0ZkjbagKNpd4dhzzYyFNtA3MDClcKcAoOASz/Q/wK7upxtVNeHhW39+S2gOXS2xVcvIVkf7+3pGRxbN0esjI+dXDb/yWvf4ejoXFa/NdnT0E1cVlRYEDKxpyRk0o6KFiT4MnjQ2ofbG25UQmzR6v3uUpfQ2AEJe8SJmYYkgiFbbAFAIa7DjWDqxd2gYa4zVANpBDWtkoLMXzw6Wmk3fHndrLdNo2vbID7p6pua3Yo2ymy/xhiuQtS3T1nxFqPrkSq2u2AaAsn5l9Oc/vLmp8RcuVFNjfT1ds3Jv/JNzyHxgizDQP4ozxRvQCO2wlgnjc4e2SMItHOzvHpxlujN1aNf9qtXJkYe9D4eEem/YtvXuWz99uHpUycfFK2MdfcNL+/ZPQrJZsYsII0Nd/d2j+/bw9Qe108LdFbYxHrPsnFxGjva3aHOjQ139Gwp3s5Xe4DFEZ/VmxLC1sXmWBwBIu0Tdr7wyiOFl2nUrnzDSfX98aTNcuG6Di6fiu++98iFWYDriDuPJK5M9w9Osi3ob2lk5Y6a/6z5NoC83n6oP7Qvp+O5VHcjaDmSxnHuFuBEstGoXR8Spro4xzKE38biFj7jEKxvO6xdRKYFCD0M7ZhJMdzycXFjx5VpQPeOvbTCI/UP9s+pgAQAuTbzJka7uYcLRebHVyCk38Q87+xape6laM2HfPTqSLdz4xZ1u0nm9GVCzJ3vvDSwseRKNSsK6RsSRZon8LYotDQBNn35LcfZk49z2SlYpFE0ytN/9/k8+wAujJQAA/yH1nR+8iecdOcSr66T50ZGeyeWdeKPVyJ6wcH33Byc2jvyPjpCabQtz4z+8tXrorLWi/Nnxvq6OZYmj1UgwN1cPAvVm0rw80Ts6R6GTBk0ZaBWcq6MD/b2jEmsSICWSrS6OznP3r9rNdiN1skkZedAzsiIyVVtQDuvIvb1Dw7NafwUKpok1QbjSilt3Znvvj86TXPEGAEQtvLGHnXi+uV5JCubefu3jvh25wmLWFaGdsInmHjwcnJw+Om9A3k5lUyiDA339BEv08RYoOQw612kiahMMD/UOD1Os8eInFS3lXFoYnsOOzyywjkw+j2EnVGrGj7mTo919E0vWaLlRjR+sLg497OycJpsi5ZT3YHF8gYLpGp9ZOa22z8WTvOMgtIpqJmbgXhd1U11oArRSB6zFwdFBLJ7MFj19rlY650y88caDiV3hJn9lBDs71zmB059X2rmgWaHJNIva9cXh3gfza/upylPtasq0vKI/BwBoJK2HisuQeoIlyTWbIS1nsvvuBH7lLPPo6Gk3/UebzmSrfKogzPR2Dszt2y6ajw+hUzmxr69noB+7pqm1G8fLRJPLrdBxF8bmOGJ3IWwgXdXkk1S73Y5Ydhe6err7h2gCawugnjCtDPQPkijMRZxcfnhssNUBKicKlUZ73atqN8Im3nRfX8/AAFXluTQeHlm8LYBGSC0+diQvXOuLD7u6+jCUrXizHTnediZLHu7SgSmQvzBRZx50dfURmHuZZtPOfYgl08b7ejE75jaAcRmn8qXrl1bqbPf94TmRPfr4KMuG9DuORNm3L1hZGB4e7MayTlPX2y3n2b39zit3yHsOyyFxGreE7R6dpJ7k29BKHdCn+ro6rqrfk1T9exMiNwAAlF1awWnUySBthsvtSkCNnXjYMY5VnqYftwgh2x5z69HODe1iqauXAGmXeLHv/vAszh6rA2TtWysry7iegX6u9hwAIobNseGunjGSMVppNdKHG9jOB33YZWmm1oyYhc4TN3fyjV/cHtCGcwHF6mTvvUEM/STThNy5cgWDJ06Rt7i7tgwAnLtUEqUfXgzPDlRXIO30p7zPLVBbYR1/5s5NPHfvQK7wx4rtRpxDnN7QhPJJN522fhqMHByw2Uf2Q+KUwBIrJp0bOEYw6Vmdxck0R0KZxByvXB4JaGMbl+XrDk0xqFvZVmRLRQNrYJB7fQLVrCXF00TpwbFKRJil7l1cBDawoyyx2+8QYOU2O3t+dccQibrIQ31iq0u2iaft2vK5KHd1+cgdt+9i7k9vxxPZq8GYYlA81jthCETO1Kz5FXkqIJuZJruyhZiZTRcexZ3S3Z11g040NUPzhCMa9uziqs4lxmxbfVHN1s0/+TPhedS2uy0S2psAAK2kSzg7J4jFzMTJcaH54sIiGBvBu6+6ie3K0RaZvHJgtUi4phgUzdN3+vbdl+mgfH6GYIsXk+5dLENRLZ7ztvi2WD5nZvdiacEz++rKgtyXsvEwCxuGfDFzwF3YNT/ql2fdrA2hP1cIy/CdRHb26my7nRYKGRxjzMsfVpx62cN38Dxr1LM/Nkk8Ow/ypTzuofyYz7GH09UmAECzEuD2YbWnqYiWObqw5I9caFZGFteUVyOUrUKAuzy+ZUtfamj3hyiBWES01I9RnoYkpLk1abGQ0jOJQkPgyQqR8wiGN48AoJU/28UQvEnPGm03euFi4Wb41lg+esxk0pyX1z2DpHdvapiwL5Op1JrdlWkaV3N5bqZOL1ijhbhpj8MUJ9OGgffvbpoCESNvdkmcvNDOjkwdnoT9urVx4opOvDb6EOdN5Y7kAvVZ/oQ3tOdxyxbIIuVpxn84MzV9HLxw7uEXSZtm7fZYD/70MuHWrHE0CYAIbxFrST7ZQWl7JatkkrJRS4uYY8va8NUoeC1+tDBB86RKXsF0zwInGvWxZ8dFaoN4bZEq9ebzId46Vum7OtVrF2LH9AcUb+ZSTZ0gcLWRsH1lakymP1rf2dy3ncppwzxjKOYWzw8PmOI5OXGCowkUc6fbhJVA2LYwNLS878zkr87ga0crU6MYYSJ3LpdsesN+/vzEnjNRurRwCKxw5HhhS+K1H9Ews4ZILukQbzB3Qwkfd3r80OOWr0qipUZAOkvbVYas+5tby6dBD3105MAR9utYc3PLJ05xx/1+jT9i58/0MqWPRiUzEs4aX7RDetAn8MQjFjFX773eMI3YFgHDOfReBlWzI+Myg0PBnTScuQj3e0Un8YhZKLV6EydqkfAgVSiqGDNLLE3QyRsbIXijYeMulcQzeg8XJc6zEzGTQBdm8hk9i3aosxplbDz1IBoLchZ6yJ8a/GjVTnYn6HtHl67D8YEepT9q5s0Rl0XhoFNIXT/WrnaMLYUzScM23x54qp8eUpMpcjcANNLeHRzl5Ew3x1cELYd4DNaZzEf026x18fWoTbuhX++Tn55wh3tpBydZv1Ykk6WuWp1W1bpPP7Animkj6WGPPl61rVHsHiN1egQvdKUTXsbiNM8Wy0ePmetMdyh5LF7WnRXyfgmmZ8KZTO9jh3dN4ahXOjU0d2SUbEkPC42GaWuVu2O7bklrCd023RAq5QKSmQGKzbJLZosK7aabvyw61Fv1+9tqb6FwTp9/wLYkfbwBSSB9wltWGczH6r1dQ7CQ8eLmeoTujInRsbBxFIu4ucSp/UDWxaYaLEcb5HnO0UU+6WCtks3h61Y0amINi04zGmJH36QzGt4n9ND4pquq38yesuiTAncubWEPPZx1hiOK1SkMz+ISExc58mIhqaHjxeaLJzdy0rE9sm0EACjGpIxh3Zl7nS68DNsZmFmhK5kP65ZXV7zJ6xOXmHNncph0IJOp1GoBbZLOOy4kTmgLE+pQJuM93KDzwqVL5oO3F3jm8LludWHZYj2cH51R+sOnypUxytqRkDHSS/ansxoZXxfIuTZ7xb6Sf296WaILmcRT0/OW8wu7YHGBKgz79fiBh4f+WMgmF3A0DWjoODNbts8dxvkKfD2BCgDQiBpWaUQiZnCGLLgIWubGbvfNUuk0Yv+NboXOKlbw2Idi0r3OGRKFtkQc7r+3ubNJ4LAfXxi5tMh5uMMnhwVqlzY2mTQ28FE3+/jRtKqeyjUqjQIBlu+pA0BMvbW9smu0SskS8TZuxXBWBgAXh6bTKenYjvvjRDqdMnLrwdauwaBhL+75Hi88F5STacomABSDB/RVlZTS13OHQKVR8cP3u1dd5l2RgLnLp1I05wBQDR9xF5iuM+XarljBE1JH+7ZNar6Iq/Fft8vlqJrKNGR8O9OsnWwLAMqy2RnFSRoAoJ7gs2a23I/WLGsiTa7HACr21ZsPOknUJSpxou+DKU8VAFJyLoMy9eCdWVY8cioSMq3RigL/zv1xPJ1GGersXGB8MpgGtXMhk4Ydu/s+lle42lGPAtUnnFKfurfxK4ZADeByfYnrDwSFrKmOnntMReiJDZyUTLLOSqljOk0kOQEAiOz30rYur8b0aolDAV5x3kya2aNcCwAETZsY9bF2caive5JKoy4M33q4pn7yFPaTQC0ExCSqL+VhLe/5bErc4FsjOBqdNn/35qDUdj2Alj4RDd4boFDIg7d+8vM+eqYNWQvnwTudJDqVOjfQOz5x5DKuLPKzANCKK2jLsj0qk79TAgCI8UZpeoeGOj48Njq/tnuYboKbN3p4fn68tGk6CftkWxt0TRsAivaF1WXB7haDpgKAStgp2z4MByVElvLpC61tr2SVRFQANI+EuB3voxpZcdJI/EQbfDzs1qEDAE75jH2JhDHzbvccjU4jdH3cxdi7zp5W9ZQ3ykvVT5kzy/ZoDQDCKgJTsM3c2RJoVfwRZhQAmhk1d9oY9FI6OsYxRBqVMtJzk69QLDFWteePB8bbUZdwtK9/Zo6wp/FUc6bx9+/NLS3RyNiBvnv7WiVJKD6Sb0+9cxdLp9IxQ7cn5qUqMQ0rfjy6mVAT+TpH7kyzI2AeG5UU/EEbAGoRAWtud393miktAcCFdJCtrF3vvOzBJluqsyo4uP6HE+SVVffja5dJE2GFaEwBQG6XvanWWpTbs5bLpI473dU3TaFyvPEyADQjxxsruNG7d2kcldctZ3IsAFAPGUUrHIWIqHBaDqmznQ/GaXQqduCDGdoad4PAcZYAwKnisQSPRikeEVPgBAZf4eRwZX35EgBOBFvCTf+ZV8xg+S/sa1P3hxfxDMFR7ulrGp8Easa3R1k59esWRftG8drIuw8IdBp9vvvmBN5z1ca2G8aNYbk/5VZSu7tHiDj68cnlE0tquJQs3MJ4/4OOo2TdtkaxOQ2MtZWDIEDGNN/zxqOaPLDvLgCUDXsMzFTvwOCENeikTrNjLQDIKclEdzYm3z4Ieiz8baIy/OTZW9EoJGPmRwbuLQSqKcnS6knAtrXBPPJXACBkFNMw0x/3drHNqYBw4jCUOdmiivVnAODT7FAXxm/2DQrtCY9gRHHRBgCnlr2gcJ/ymAqZiDT69iCGRqctdtzqE+ivR4Bj1s0pyVlaR6XvHrQAshoc50BzXfkrMQmfqIm1s45dIkEOAFG7dI0n3ZsfHOybptKoc4M3e9hHT7b4nwRq6VLGmjL43WyG9MxysND/y3E8jU6bvXNzWOZJX80cdwn67w2SKeS+93/0+tBaDqDs2xt78/YinUrHjd4enlK6TxWUOVsBAGoG2TIBP8neu7rkF+YO0Y5datLw0MT4PGtPkW2BY3PwIARJNWnPbrbxt7bWDAAAOdPUGtugVwqWls4BoBiQ72+aQyfbhLXIV7sn43P4WgK1EReJ+UeR61dycv+uXLpMGGPs6a1Wo1qhvUhc7Ek3WHIpfWqOpzBYzcca7VHALpldYlxUoNWoFKvNmOmQR1A+3g5hHWsBu2IwHa3NP+zlPA7UspbMNiiN/K05trkAAIF9xvqy2GqXkPYPdhYIMk8RAI4ZRIVWuUkfIWxqrDazVqHyXcQMahZe+ckJVy5wiCOI6gCQNqxMMg1yGgaDVRqtlmOt6shz6RTt8plCARWz5wGAiv+AOsmI1ItazPSSgKO0aPBDI2Qq8+LRkVI4VyytGsth6Sh5PdkGgDRvdEJ1mgUAaKT4zOkNawmglS9UWnkzhShINqHkXB+ewysNFvOxTquzpsPHy5i5Ha1VvTV3a3YtdnGys8t0xat6+h0MV22zmrVKtfX0+qJS5XSfMIc9NJkPVkY+xG4/I1B9rm0m1xKqAZyvLXEDAT+fi6VLjYotkvGTK8OXonFWqFayMYnrfBsAgG+7l7yZuIr+akzCw2ujkHJwJ8VeAPDpN7AaswG3SKTxzVaLQSM/Onnq8sxnBKqCsdDFURhtVoNCrj/PXB/OUbeYvm4CgHbCjsdMqoPFwolodACvMVksBrXm2B4NavGjjCgAtC92SCs6GYPA5OQBAM7ofThrLFe+vHAfq5bnBgkCp3t/Vh4KHJG41rPUuZpLI0paAJDRz1Aouwei9Q1DGwAql1rFKnZ84dDxqeusjwO1rhFgeK5HVxOLtiXSThrglEeXatwA4NleOZCKNwmdVKHOZjOp5BpP+PqSaaPk3RzejNf86xM4bagKACfC2VUBf3Vne/dIuzmMP20DQFy8MmEM+ZYnpzgSrdVi1Kg1Ab+JyN04/qTNbTfq1UTw1KIRzk+Nb8jFhMkFodpoNRvUWn34TLcoEOple8Tu+cNjq+1YqzBYzxxS4hS3AAClQqVxFUieUkC7s7NqNqkIM9tVAKgG2UuTYuXeLF9TA6j594Y4qseBus9d39OdN0rpoM2i2Jjpnt6+bhQzdhxpXhsDgNzWMkOpsyq3pozJVqOQOnNa1ZzZQeqm8ZBLWaDrrdr18R4qW+NzSZcYWgAouoS0+S2tlCC3W2Qc0jxp22SzHmvkJrdbyJqhH6UBwCphMH4lUMOHi7umYOlUtsVjJQFqru0t4XbgzCuiMcKNRi4ZsJv1axMPqAdPXVl8RqAKpaa9bVw/XmWy2gxqhdGRq11vYOPGoNRXbFQL516XcW+pdxznuDqHaMQEpDm6SKVXsMa6OvVXgerQMwQcZRggoV+a6byqyUqFPnThZBHmOXK9VkgcHpq0n3upI5SzJgAkhZh5Sx4K5g06jbJO2Mk9ajVbRTdrZn5brtPsLY3cm/O3IK6lLmBwGxs72VZby1ogrEvNOvHQYDfHkgoIxw9DGR+fIdfoJGs46pbCpOF1Dw6KnEnH5qD4rAEA6o0ZnObEt81UyISrmK61w2Ob9Vgp1wWS1+dXMevmpOQsraNuHmrqAHElduNQd30ElsLCbaIhAbkT8dKqHgBC5r01/uE+bnGJuWuxWvQaucH35KnGMwNVcmbdp831bKlMVqteITeEr7cynNv3ljk2AGjFjJjFqaNIre5XYe9N7xusNqNOoTdfxs8EC8O6OADU1QIKnT6/xOaXAaDtpfTgHYlCKRpyHSuoM4NkodMhnpAFW5cKvMTpPhFzl2kyAIC4apy6ajQapAxWFACgZJZL2fPDS4efrlTPka8lUNsN2x5luG9xd08kFa4TF5c8sYh+i4hl8BVyKXtpyx863xHSmYYzKx9LWhEpNeINJvMsHj4gYZfpS1gCRRnIFH1y/J0p88V1V90vneweJ8vVR+tj9+8Q5Y+KUpLP09RHZyfH3MkpnGBnZ3F8XGKO+E3rExLXuYI+NUXZk/HH797dtZ65FOsYMksuU2xRWTbnhV61PCMNPC5yISDq+/jh5v4ea3EUyzPX0k7a3BxHplALObQ9a8TG43KX3e5j/PgEWyhamR1eEjvaAEcLv/jZ/ZmLagb3zqsDTOPjpVUuVZOdOJPbwiNNYllCIWNxDMu5uL5y0jg55GCnCesMLFly0iybMbOcSAXaBQ8LM7MqVmn3Nzic44hPMj3UxZHqdKyZd7rJ55EzLm2QJDvxK9mzeIZMrt5aZQot1+csWftq/8CIUHZ8QB58e5CRuBq8a6e2tymMo4hne1DmsbPJDIO/AhCkYVdPTzzrfIbIV8mdCCmr4keHW0Y4MMaWWC9PpDNTYzuiHdp037rYcd2011MSZv8k3+LSMIcFTgDwaJbHxGdpC28WR1Qp5QIOSWQ+fbKHmnVyH66pAaCVPxUs4DxJJxW7EY5fyFZxeI5QJt+jrW47ItefHXEIMITDq/Mnr2jyfh/JE/Ztk6bZO3K1dH2LfxC9tIx+fGuByZeskTFbhmruhD41SuEJebSZKdau16pZXSBL5EounbKjCTgEg2L/xTEZT6VLL2MW0tzgmkDAIY7Q2QqXVUKkqq7KeaGkfHBj2FNotjJB99nZo5tg264d6sL8PkBdzp3kPL51q+rG906LTac2LmlHbgcA+xruQGs8FjHnljgymXyNua46SV3N2yi61h4sh9sNzx5+anZlT8ScGcfYvQ7aBlPiutRvjk9TNvZ36ENd9w2pmmMHR1jiqVQH3FWmz2ecZzK1occ91PrJPpdCYcnkUiJtReE+03MWltYkSq2Qw+IGfLrRNf5Z4GSLOrG+I5Ptb63v7AZjYSlpmMJhUaYp3lQ7pyfNLq3o5PxNLj2UjPAWBylrQgFjapEqiZ5Kepn7FYCaj9/JOHwUqJk9FkMgUe1T8OxDlUpAJ62qr288ahe0nMUJ3LpCvNL3cHhfZ5NxRvXnYTEOx5UpVTw6Vqw+3qaOD2Hkxwbm6K15htRr4fXeHxLJREtTw6sK/5l4dNvkj1nEhAXioexQxCbJzG7v8e70xMLu/h5u8C6B7y6k/N7YJ3eixhWLszSW/nCDvbF8CVCzs1nb7NMT1w55xeFTYck0jUrBpY7tWZ8ca4GAbBEjdQBAI+3hY8hen3J4XRoL2JjEyU3xoXyPxRKKLyvXjdXRate+L3LEXGLwJAope4rBv7qzplUJrnXfJ/APj2RrD+9/sH9RMNOxJquGwlkRn9ahFRfTMVc1eZkjNNr19O6HjH2Vagd/72GnMVk5Zk3OETYle/S+Oz3HaYCadfzuDcJ+5HEhawkz5k4na1+h2cF2f9xtKwKkZB/++V8Q988BSnukO2NUsUm7M3j3HlUdPuH1iwNpz8aS5EDKIT6cW9u3Krldd7o2TFED/eYAlisTr8wMz1sTVTN9UWN3KDcomDWeTCZdZnLN59cnhRHj2sDOSUqFY4oO6wCxgymmWHU9VlaL7y73z4gcpyY+YUkNAAHDFnnVeGHemsOTNUo5n02Q2p66phO3srvYRwAAxahkeVDrc9Bw3FgyJFnGEDf35HIhdU3gud7KEDLzsBRFCwCg7eSP0Po/jgAAIABJREFU3B+ghxIxPn2CwZfLDvnrfF4oc7nR+37fIlO8t0wnCMIRF31qhLoj3FqanOFKTswKBmZpX67kUCkibcC63bt31kyrMdPUdbtNR5gbYu8KWLgh+tZRImDewi9ddZVqZ/u9N94VBUrNtN99Fqh+oZvyvhxf25Bv0ycT0ElE6tKaI1oEAKjHpDwGAbekcoQB2v4zhyfVgNaljEEjLVHlngQAtFOODTpZqHQ0AKAcUXKYGvejG1urERl3hULZNttMWmfoUc+1EbY4z6MlgLpNtYnBLIk1ZwCQjbj0gRxAzcZfJ28IdGr9ZbYKUNRJWXgsSaJ1twHi507T+Se3otSKMYvOcMAn0Vnqq15GKaRbpRMpVEGwAJAPer3uJkDMdUAgEDmC46scyPiNBxpHAyBolxlDT9zQ2UpqWBtycwSqfu4qmUThnaWfuLu1ldWLGfRVUawGUI9bzb5iow0A1ZiFQSPTaBu+dB2g7tHskHErCtWRzuHNloqnx7t0qa3ZqrmVbByewpfanxg5ypmkXCJ+/chg0NpPctfP91TOzpyeWDFzpg9nkicOz2WuCZB32by5bObkzHWabgEUvB7jo8MNLo7FfJ4sB5AwS5aJGNah+YlbOFtRxz5doPT53eZgGgAyUbfBnwGAM+U2lYRflpo/9RhONXWq9UYAoF3L+S22TCXltHqyDYBySLxJweGYOtcnJ7zFlN9qv7iu8PWEZk/qLzYqMccmAU9Z33Sn2s2sATtF2mKRqYz9q/5DPWbmrBBIq+KLAgDUnFo+DkvkS48rAGmfNpirZU+P+Gx+uAElv55NXqTzZckG1NJ+mzNytYEuDpbJK7wcQCNm15rNhUflTwdcFss5QCt8anrituSyY08gOrCE/a5gOAUASY81cFmEdu5obwWLpUm1p4+Ph1Y97dW48m0AKJq218kEgsKTAKg7vc5QAaAWk7HI9E25zaGN1wAgpWGtkMlkieMSWnmz2x198qmCalwlXMbi6If6IABA6VxKXyJR6aqzAjTiRy5fEaAetfNpWCxzyxqtAUAxYlknEYWWEABAxifc2VQeW/yn7gpA7dK1TcTT2NuhMkAxqPH8/+3dd3QjWX4f+vfH8/F5f7x/3rHPsS3ZkmwdvWfJWmm0srXjXUvap7VXoz27q9kwO9MTuqfjdG52s0k2c84555xzjogkARAAARAASeScM1BAFTJ+/oPd7DDdPdM73bPkzP2c+oMo3qq6QIH1Zd2qutcQA4h5NSzZ8Z04IZ1carQGMNNuf2/X8MiyEX/izzzmoCwMjc/OsgRam8VuUHAdYcB1zJGBzt6BNTMBELJuz3f1jM+xeTylQmFzOUWs7ZWpzsllYRQA03AUFh8AaBirA60tYySOOwYAUcnOYt/AwCb3UKP3GuXLXbN7jzfoki0vz7EEQrVaTgDEnAqFWuHzujUHEgLiKvpMb1f7KP3wmUfaMJNIZHABQDzk0YgOPF4TV6qNAODa3ZnelvbxleNrewBxq4ylxyDhlsyPd3V0Th88cVhwyjeH+rpGyTyZmKl2B5xSscNhOVRK9Z4IAEBAd/RN5sicAGAQrvb09M1sCmRiliEAELfRB3t6V2gH3D13GOIB6XBpjcjzVEWN/IX+nq4lJk/CZ5txgLjvkL2p9iSO3sJUb8/kNEUoEYq1bpeWq8dCbsW+yel26vbGu3tm5+l7ErHE4PHpWZxt6khPH0PjAwDrgcDgjUHYSlvoa20dYoge3/EbsMs5Wm/QLJbpjHEA3CiQ6c2Pvmoxo4g0sMrSGTQSqQUAMJtqX2oDSCjps71d7SM08TOPXREOxY7CCgAQwfVSrsXrkojkWBzAr1md6m5vH+Mpju/LBsyhFh8+ul8ybGWsUbR4IuaSrwy0tQ5N801BiFjJDeVDs2M9AyMSZwwAQmbexEBH9zjFQgBAUMSYb2vtXKbuhQFccqbOl0i4ZItzk0JHBFftjHc1Dy5vu+MAAYtSfHh0SAtr1qo7BnRBiFhEO0Lxs88Jvg5f3zVUBHmNQnbeyCjjNV4K8amotRVNXNXrfLgJ+er8JjZL+qZuIfmdiZjmego7F6Vv7FreqRcPGOlDw/rXFykxl2S4smSep4m9yZhCgYqcTol4NPo6/zTiESJAfJVeFZA3IhGL/G6fLHwjElE88KU6j/gWS8Si0dfZKBuLBALEG2jlfQoKVARBEAR5DVCgIgiCIMhrgAIVQRAEQV4DFKgIgiAI8hqgQEUQBEGQ1wAFKoIgCIK8BihQEQRBThC73anW6LU6A5pO1KTW6o2mLxgyEwUqgiDICSKRKbl8kdXpsjicaDohk83lFh1I+YJnB+h9BgpUBEGQE0SmUAv3JYFQyB8M+oNBP0H4w3ECAI+EMIJ4OPP5E+EPBvEEEAD+F5Yk/MEwDkDEoy8oQ/iJEA5AQOKlK4ngAMQTUyAUfHH5Lz8RGBEMxIEA8AcJfzB0/L5+txMRichVGqHoCzrWf0Gg6tyHWpfciAIVQRDka3UUqBhB+HDch+NYKOI1kMTtmVqJJRAJHc18/kQEsaBfu5gsnpl2hKIY8ZwyWDDsxTTy7ntSyq47GsWes5IQFnKpJjL2Z1adzy2A41gw7PPLZR3XBJUfCuvO7VV8sDfUZnPH/WHiZdX7MhMRCkR8xvUCfk+PC4sFojEfHviq63wdUyAUkinVKFARBEFOk2cDNZLwSBrJZ/7zwaaKAMABAgnAAfBEAsMDvgCORQA/mh+NYiHfQfHvUXIyzREgAALRsC9ABAACsagvEMCOZoalnPP/ltk64wLwh6KBh8uGfYGAD8d9RBgLW/ZS/4SeXWU9OvVMwFEZf/BRoIbiPi+ddeb3mDV1FgXHxGxiXfv93UW2N5rwRxIPKxMJ+QIBLJzA4eHiR3XwBQh//GGF/eGgLxDw4UF/4nhONBD16Kavsapr3aGomd4q2dvzJgAjgkcrwQGwIO4L4P7Yo3edABzAHyJ8AcKfgEAihgVefwajQEUQBDl9PheocY+sg37pbyQ7+oB3X0Of1jDGFKMlatauKxwNxOJuDVU+lC+ZbDJpPXgMl1T/6WZpqSXoNpCG9IdaX9htoA1qBVJvJOHRbSomS2SUXu6NP2f3LrkBfF61Zr5QMlZjUNoD0fCjQLWKcv/rdnGLDbwm+oxme1G1WCBfHbR6Iv4g4cNxLBTzebfYF/+SN8X2A4TBJ69+i1JS7YmA18VXzRZIxtpNeq8/GnHpWOr1SfVGo2y4QifT+6LRQCJmF83J+vMkk70WG+GPRQJhn4UzIhsuks2NWK1+fxi3ixfVrB3jdsXWR/9ys+iWRuUmEgHTZoe0P0+2seomAI8QNtGyamNStdikJA2r6EMWO+6PBEysUQ1z1xUOP/fEGgUqgiDIt8sLAvV7Uq4VU7dSf/4fdtrqZP2/JF/8iUrtD5gXOek/5LeUS+r/cask2+YKyur/bKusyoIL2R/9IbuP5AX97mf/frt+whVXiR+8vZ1/T7GUvfX+H3EGSK6Y8bDyXVZZmnTyKiPvltFIBMLB40BllHTYQcY79wfU1FtSUsbWh3/An9/1JWLYw0DdZl/8c27frBvHvBaGIO0/7UzS3d59cdn3dtqLDrrOM/KyHf6ElZlF/off4wzXH7T/hn7jQ43N75QP7lz9kXCwYb/9HCsjSe+KOGQ9zOvfF/YWC/L+jj0454+H1R0/It1L0W01Mc//39tV2Ua9zbSeunXvPfl8g6Dk59z6fjcEla3vrP/su4KZfh2rnXH9j/nLkmBYyL7+H1itMz5IoEBFEARBXhKoFkzTSTv71zK+O+Bf3T7zl/t0uW72F5R7vzESEAw7bTq5249Ja/50q6zSgu/vXvmL3RGaN2EQ3P3znc5lq6yRfvmvZHIIRkScK3/CGaA4bFNbH/6hYGzOKmimv/9vdud2MUhgTwWqgn/tv7DbF3wQEqW9xazsdgD4jwLVt8O98kf0m3/Hz3+b/v4fMBta7TGw86to//wfxRs0w1Y29d3fEwkMFn4p7dc/VBoADx3wkn6fO7Ok7PyftJJ8J0AY5/GS/oi7LrTutdJ/+S9oSWdlW/NGpRoHQt37U2pmkc3I4d39d7tUDRaS8u/+6c4MEwdwCxs2L/0Pmcmq7vk17eoNcxhCAIrWHzFq2vTClu3PviORuPFIGDX5IgiCIC8NVHUH7dJ/l+/ZMfvs9od/vU+XKAf/np59zRgE4ujm3ggmqT4KVBH30nd4YwwfWAT3vsPuWjbtFtBv/Y1SB0REybv1Z5wBssM8uv3x77MLzx923zloy1fuSjzR6NOBKuff+CtO94oXnML0t5hVPY8D1bvFvvgXvIltt43MOvt/0krq3XFw8CpoP/t9TuVnBz13D7qKtXqLeaeQduanakM8GFaJcv8Tq7dfVvs3my01LoAwIRXm/DFzmBQIYwZSpbDq3c2P/o/NvEIbHtAM/JyaWWhV07i3/vXuhtTtYXNv/DGXJMIAPPIBxvXvHCj06t736LeSzf5IIA5OftXWvR8yc97ZTkuz4jF/6CvfG/V6A1Wqc0u0LgUKVARBkK/XcwJV0kz5+DsSthlTNZM/+gsZz4rZJjZ/8Z9FNJlDWEq7+gM5X+MUdgk6KiwOXFr5h7T8IkvItJf0p4zaPqtjY+eDf8tsnnNg1J1L3+HPbDuV/Zvv/qudnnUnzuZce4s/zXTbqOKuYqPG9ajJ17KX/mdbec12kO1e+pOd1nkv2AV3/2S7tOOJQKWxPvpjzhAVAzDTb5N/8n/xFrbs2iXWlf9PyDy0KxfFzbVWb8jKKaP99N/tbXLN/Pbtc985EKtN5GTa1Q+0WouV18i8/INDqd4mHhY1N1kcVkXfj8nnfqN3ODS9PyYlZzhMwr3U/8IcWfHgNnnDO/SSCqfHohm7tHn7tinkV7b9hHL5ugmL+GPgdYsEaf/P+jv/gjNLxSLw3NubUaAiCIJ86zwbqOGoRzPNLfxUtW/HDNPcgk81EifmpPAzPpJx1IGYX7+Sz834Kbfg5+JFui8UVA29t9vT44jFbJtl7LT/xR8s2it6XzRN9SQitq067oN/5PfnC/LfEy0wPImYXTjGL/wxJ+cdXteAwx/CCMJHhLCQQ9b2Cb9n2hnXHpZ9KJrd8sZd0sYPBYPzznjcj+NYMOLz8UUFZ/ZXOd54Ag/alJ2/ZmZmGbGolV/LK/0nTsrPBYPzrkjMyiygf/BDXvclXu47golFZzQRCFtVfbe5GT/nFJyX0UXeeMLnk0iaPuXm/IqXd1XCEGHRoGE+id3Q7MH9+vlUVuo7kk2x3ys4qDuzm/NzTk26QebEE0HdzH1OebXVH8JCUTyCaYfeWf3Z9+QyOxaLvvY0RYH6xhEm4drMwED/QH9v7+Q82/fsW48Z97fIbFnw0euIU76xyjD53/SI8QiCnG7PBKoPx31ECAtHMQL3ESF/5OgB0yAWiWJB4vEcIuQPRzACx0JRLBQ6SmIsFPThQSwSe/TD8SJHcwgsEsOCxONfPdoiFj5aCfFoJcdzjjPmaJHgUfX80fij9cQe1TOOQ9yylUl978dKhdMfj2FH9QyG/ZGIDw88rvmTc8IRH45joYg/HH649SDhC+BYKOoPh3yBgC8Y8UfCT5TBfcFYIOySVf9HUuY9mzce+OrPwr6BQPVItG6F0YsC9UXMpOoLvznbu7yxvra2yZQEAAAgHPA6nO5wAgDC1LY7F3IGPQAAUZ/HrWH2nv8ghW6MAkA85Hc6PaE4AEA0EgmFCMztJsKx520HFy/QFHrvo5fhffLkAk36qGiItz46z9I8u1AiqqD3VZfllRbXUPctCQBMutZalV1SVl5ZVlxW18IyRrGDpR2J7jjezby1pty80sry8tKimp5VW/CZXRl3K7a7CwvzSsr7lviRBEBAOV1RVlJWWllZWlpQvsJREgHNZHlJSXlZZXlRYUUnV6ZkzPXP8R93fek6pMxsbKyQV0TWCEAiaGT3tZTl5eZ0Tm54YwBh8+pQZX5RaWVFeWlpcdvqXvSZNxVy0oeLC4vLKitLS4uqyTy5Yp/M0mBfcn8hyGnxnEDFCd/Dl8c/4I9/wAkfEfQRwcfzHxcOPnxJ4C+dE/QRT+fQ8UqOSxLE88p8rvzjFQYDELMwCzfP/bNK5fbHo08XfnqLz8x5auvBJyrwuTJE2B82Kzo/pl35fw8297BY7LXf3/u6AtWDAvUlTJTG+3eqPI9nxJxKUlVeXm7qjbLueX80tjOYeadiNhgN0jsK7tzPrKh9cP5qEc+RCLsFbRX37z7IKGpcdhIhVnfBg4yclpqaTZnjedvxkip7WKLjWArQZmru3qnXeoMAELGTc9LSuiaEzyxj3uqp6RnVmI0GFbujKJesCzm2GnumFlQGo9FgMJjMWDihX6+Y2BQ+2oVR4ejQWPeG3mg0GvRGqzvy9Ik0Yd3pKazjqKx6g3y6rbRnUeR3CYcyukUGg9FoMOgNbizoVjL6c/oPDQajQa/ame6YGFkdbc2vm/Y9XJVjprWNQiW3dNdRdLGIba+rrZEu1uu0WsZIRcMQ028TDQw0kERHVTRY3IFnI90hmevM2jg42qLRg3nYy/WjfOdvs/MQ5AR7XqCezokgvD67y2Ly+APPhvFrmwgf4XXqDuwmi4+IvImrpyhQvw62zdabZ89WdfR09/SQJQ4IKpvSLtav64DQtT+42bbBY43kp9TNqcVLKefv0XVeO6f9V1cKRVb/TvvtlKbVUNTReO9aN0O6VXcnKafX88Lt+GgNQ9wD2/HLzaX5vtqqFaUZAEykvu7+ztGFZ/exld6WX1LBsUQAwCWj7ZkCtq22hZ2DJ8voyPWzzP3HgToxQyOpXlSJoJVbd+vBslAPACGLTMSV202i+ZrV4BNlXHLmbCP54WmliVLePW4wKYYaK1dkOAD4D9e757cIj7ZnoJmp9YopfT1rykdr11OYIpeeM7EwoQ7Ci8TtkvXJBmXkeEaIt9YyJXS9cAEEOZ1kCvWe+NAfDGIEceqnYNgfjWLBN7qVoD8S80djb3QreDiMAvUNstJbbl+4PrxGoVAoYiMW1WxkXfqMpAkBALkmM7lhems4/0HdzB6l41parRogrpi/e7WIrTNMP/jwwvX0murylBtJA2uc1bas3Bbyi7fzbKDS56cX15YX5oTRiH51YYW6OjW+IH52oQQmpHZmpuUUFuY3LvABwMnsyE2/VVhaVlpc1NAyZoiAhdb4RKAmZEt9uVfvlZQXFRa2shSfP+1LOIRLtYUpmTk5dd1jhgjE3LtNnyXllpZUlBbmV3TsqH1hJ7f+s6T80tKS7LQ7WSUrPAMAyMldHdOMOMQ5G1OsQw9ENB19zQy5jbNcPyb2PrUF7LCr8k5ydkl5eWlJcdGa0Py596SbrLyYkldaUpjbPrHmjsREGyhQkW8ghUrL39uXKzUypRpNJ2SSqzRCsUR8IHv5vkOB+lsyUxrv3SwxPHqZcO0WXz/Xz/MDBEdzbhaPURkj+al1szLu2Kcf3+d6ISYZ+fhygcDsJpWdv1cz5/JYdjdZcptto/Z+ZsPacy+fAsBRoO4e2h+/nJ9apws4CyPrC6MkKpXHIY/NiZ5eJOY2uuMxIFw2s1m93FcxwLa7WZ1DC+s6i8ViNtvs7kgCDJT6WdbBo5bdmHh6YmaIZjKbTCabP/i5y5eYwxIGCLrNJiNvsaN3YtVgkU4VD0ksFovFbLY6AqGYV70zWjKmMZuFS+3Jhb3G0FF9JX0j47sCHmV93ZEA8Mva+5qZatfuatsg47gdG9foLQEzb2Ssgy6xWCwWi8XsIyLP1CHulC8PFNNkZrPJaHd5Y/EQf61lSuR+hX2GIKeBWqP3+wNh5IQJhSIKtTYWe9mNpShQf0smUu3NS9nS0PEMYp/cmZVb2VqeX1rdqfEGmH1p10umfH7rbP79jNyK5qb7757P4TvibtlcXm5qeV1lWkaL2OomVd5JqVl+SaBSagd2D48vr/rI02MUtsEobDl/uXj30KreWxqceuYaalQy0d7UuYgDAIBwrqaBZnIy2mYZT+WubqNmhnncCBzbG5skLUteWAn1an5ZtwoDAHBwJ3oGxpU66XzlYuCJMi4ZY6pmlQAACG32F1f00I6ugtoo3fklFRRFAADAJ23pqqMbIpiK3tg2qMUAAEz07tLWNadRMD43Ig/Ai8TtktXRaslxgQTBXWmaFL24sRxBTie1Rh8KhX/XtUCelUiAEgXqGxL2mJRyLfHUZxvVidl02o4ZiwGAz6JW6BwJgITfKmBu86QyjULniwAAONR8Kp2ptBEA4NIr1Ub3iz84gtlZk30/vbikqLi0nKXSsdaXtkTOkIHWVNuijYJRsDq1LH12oaB5ozc/vyCnoCCnbmDBjkU9u4NFWXcKikrKigtyy2qXJZiX3ZOfda+wqKigqKSfJZYsrdI3pC+pxuFKf3FqTm5efmV1h9DkifjEnUkpuUVFZaUlhXlZwxS+WXOw0k46uuk2auPU5ReRlR4AiOPa9ZVt4mg1fmX/cMeWLgoJXErrrSzOzMnKqmrsVjgIIFRD9Sn3s4rKSouLCgsahjefvZzqVVFmWiS+49dx8VLV3QfZJcUFuUW1y1wDIMg3glqjDwZDX1wO+XrF4wkUqKdeNIy7HXab3Waz2/FwNBaNRmMJgHgiFgGAeCwSwZ2i3S0SiUyjUWkU0sYWR+9LQIxw2q02m90fBQBIxMKY22Gz2e02m9XuwEJxiIV9brvNZrPZ7B48FI9Eo9FHX5REUCvYppDJNBqVRqVQSJtqGw6QwBw2q9Xm9R/97xzFMY/dZrPb7Tar1eMnYvF4NBw9/gZEgoHnPAiUiIfDoejDL1UMc1mtVqsveFQsHgp4HXab3W6z2WxOl0sjopPJlId1oFIUViwaCcWe+IrFwoTbabfbbFabA/tcEzGCnFIoUE8mFKjfDhErZXGkq7tnoL9voLerY3ROZCa+0grjftH6WG9PT39/X39/b2/3MF/99T+dEtynDHX39A4c1aGvl6vxfvFCCHL6oUA9mVCgIgiCnDIoUE8mFKgIgiCnDArUkwkFKoIgyCmDAvVkQoGKIAhyyqBAPZlQoCIIgpwyrxqowSBh1Gv1WrVep9br1AadRq9TW8zGaBTd+v46fYVA1XskOo/C6I0/LyNRoCIIgrwhrxSokUhYtMfhcRkiAVfI5wgF3AMR/1As4HGZCtnBFy+PfGkoUBEEQU6ZVwpUzOdlbVN9Xjfm8/i8nnAouEUntzQ3KKQH3J0tdEx+jVCgIgiCnDKvFKhej2eTsm63mR12i8fl4HN33vv1L37w/bcnx4e5O1uPi+kP2QJVMA4AYZ2It6d67mCRyMugQEUQBDllXjVQqevLKqV0bWWev8u6dvXSX3/3uwV52XLp/iZ14/iYLBwq+PBGszkCAK6BlCtJrY+yNhYJR57s0SwRjR71dxZ73HUaACRizxYLR5443MfDT72ESCT6VBjEo8/MOI1++0CV6T1SnUf5TQnUeAS3GXQKmURyeCDTGAPPDqYCQa/T4fI//pwiuNNuwyMv++COhPwuu8v3oq9KIuy32e3E5zb3SNTnsrr86HY+BEEee6VA9Xm923RSZ0fTP73zvz48897bb79988ZnMolYp1HRyGvHx+T98fLL6YMBAIDIbMG99G4WQNylINfk5eek3eleE8cBm+vKLesY6CjMSq5omx1tKLx/t32CGYonQlZua1XavdSctmkBEcNI7SWl5dVNZakZWc1SLJYIOZd7isvKi3Kzm3n2cCKkHi7KTKuqqK3IK+7cCEMCky6XF96/l1Y0RlNGTmhEfCkoUB/ySqdvfXw2vbimtrKsaWhe53/m9zFGe1ZK6cTjkU5M5NxbN9aULx765NGCgqmim/m9lhfcTBc8nLx+997OixpX4uae4gsF4/znfWpxu2x3ZWpqZnZmZmpqZYPl/HKDTwQ9erHh9QwR6lbz5sdGx5aoat/nfxmxKaSuMMTcCsryLGP/eOzShEG0NTM6Or6x4/jSo2UELQdKvemF/3UgyLfMq52hej3bNBJpfflXv/jnt/7yrfd/82s2k26zGJVyyZOBejhdc+GT5P7pmbmZoayrFzJGxYCLK+9f7dwy43p64b2UFTavK/+T881bmG4n78I7JSsiNb3ns09yDyzW5brr+SMsv1OYdztl6UA5k3EutWbOTRi6714p6mcQXvkGlcVZrT9/5oPsGa5ssfrc+RK1yzxTde1XuTNhTNOafrGdZfQcLCTdzuPbXjyw1omHAvUhl2jo5p0C0RMd3IadkonqyvLqqoU9CwAw2tLvFY2HABx7M/UVlcMtJfduJJF0UQjrJ/vqCvLr1rh6AFCzpwf7e1u6B+cFJgAAiPEn86/l9BwHaiLi3lnsrKqu7R1YtMYgKp9JunmxpnOotLxidEcNABELt62hvLSsW2DEAezdBedyx3jP+9QC1OrquurOZwI1EQ0SwQgAxELB4OMGmUQ4iB/1S28RjOdN7wIAxKMEjh+lVCJ+vKcSR8uEgngw/MQJeQh/piN7ywGlp6l1cmJ8bKitonPg0B4DAIiFceKoJ3sfraWWaw+o5htLSiupDwcDjyp2ZjtaumbGR0d762uG5swBAIB4JIgHw4/eYyIeCQfDT5z7J+K4SSzXmeIAiVg4GHocrOEgToS/uJEAQb5hXrXJl7y25HHZyRsrly9+ujA35bSZTQadSiGlklZfFKjZU7LQ/vj9K8l8DwBgQ1kpJV3TA2WXy5c1EFQ3JF8ZE7tx2WLa7Xy2ZK/t5q+vpZW1tJTfunhzYpMzWpZSM70PAIKh1JSKUb16p6ujoX2otfjOzeLxDVJ76tXqVQDYHyq9XTJrldNzP3w3ubi+pSb76sUUmuo5/56fFihQH/IcjN/67O4oXSQS7mvNvkRM1ZaVXDG4fbDVeyc1i2HCd3tyUisWI77Dyvtn80ZpewtNt8/eZJjsWwN5mW2LYuZcbnIEN+CjAAAUT0lEQVShwOjdHbn3o0s5ZKHa6D4K55hgqvBG3uMzVJdyd3loemWx9crPPm5ZV4Fx6fzli81rYv5cycWkHJ5aOVaeXLvE25tufJDf78Ktg2UX859/hurbbJxUWJ+cY1kdH+1vK85JL5laWZ5rKUsuahUZ/Q4lo6OutqHqQUlVr9Qf9UrmK5YPYrh+vr4sN/VeTd+S1eHmkftFGEDYylgbETojFuZwRnZmXlk72+QHiOmZEyX5D9LKGreUjkd7NCZcakwvXz56wRwbpApdQZ9yqD4rJaegfWUXjwW5Q53bu5ttSWfvFdRKHw7y7V/rKSvt5QIAALbUNbhnCWF6Tkv5g/v5ZWNMWTgeP5gvq6qrrx3sHx3fCQPEMe3m9JqYv8wSS4JO/XhdRmZuJVXjB4gaGKNZuZk5Ja0MA+oTH/l2eaVAJfAAdWOJz2VJ9oUc1qZ4b3dfyBcLeaxtKmubelzsmSbfzCFxzLCeevkq2QwA9pbkW00TqwNll0sWlBBQ1N27NLznwA7nU24WCFSyvpQzWV0bBo2UQefqnbrR7Cv5/UwA2Gq8k944TerJuZzWG4LwbFFywSiN0ZvxaeYYALA70y+WLHhNu4UX3m9aEejkwq3NPQeBzlA/59QFqlcyffPjsxmltVWVjXM0uU8+detGEssNAO7+tKvVsxzOUGF67ZplfyrlYvJeEMBCzrubQuJxWpN/fbeyf2mu88YHn85wlZzJzOuVY080BD8bqLhFPDcx2NFcdPWTc1XTkph+4UbSXZYTAA7Lbj2o62guuPZBad/iQk/Bpx+nHZg1w+WXXhCo+FZzY0N1x+TU5Pj4+CpLGQfTUP6DcY4jIF96kJov9GGHs+2T84zD7aHMnC4zRkjJI/2zbJOS1ETZFYw2to1vh0LYVl/l8Cp1h7lKF2NhB3+ia05nYNTWdulCEDHTWropHgOzsbppzwMJB7O7f0TrfXiCSNhEAw8yyhsahoeneDIrQIQ+WN5J0gCEN2dalnkq/nDXntMrnelZ3RYfX0J2ybebk5JrujpHR+ckJj/EbZPNZdN7HoiZ50ba2RLbem9aF8MYDpnXext5HsAVCx0zYuNO3xJ1dX16sH9GYDbx18TWiG27qrpdGYCYfbu5Zc4RQuepyLfIq3bsoFUrNqnrdMo6Y5OyRd2gU9Zp5DXmFtVuPb4W87mbktpYAC7SQEl2efdYY2Fxbb/OqWvJ/E3OtBT80rKrZ3p5dp946vq5+3wbLqc1pRWVdHU0ZhX2y12O+bxLt7JKpmZa7n6Ssii0Wnc6k66k9XZWn3//H2/1sjAVOf9KUsNIb+n9D88Wz0bjfsZwbkZNU0dtWV7dnPXZUY5PExSoD7nFw7eT8vmPTnVw8eiN67cZLgBw9aReqZnjHgWq9WAm5dyFTSeAlZKbdJ/M57Ymv5dc2U/eWF1dpmgdLuZQ2o3KEc/jFccEUwU3C4eO5zBbb36U3OmO+GcK71RPH8b0C9fv3GHYAeCg5GZqfVdrwbUz5f0LG+srG+QdN2boL7nw4kBtamnsW1hYmJubo3A18YR+vHVEbAOw0ZunFpwANnr76OwKd5s8OS0CAEK6tTE6LZLQ29fWFrpHtvddABDcH2tfo2mFPDZtS7Q7ObxtDR6O381Mq6mtqasuLsvuFXDmq/M+K66pq68vSk1pFFqPzrwTAABxJ5c8PTXRX1/dzjjUrLVdSyuura+ryk4rGFxksCb6RJ6AcmGAzH40LPnR3sfV9JWpmZGO2obRffn+SOWlzLKG+vry9Puly5ti1kIFXRcHiAvpo1N0uWSxk6QJengjS8szk9Mdc/KHf20B0VhyZkpVTU1tbUlhcs2B9xT/V4sgr+pVAzWRSMRisXjssXgsFo/F4IkD8vMfm0l4dkmLs3Mkgx8AIkox68CIQRST8dlaTyjiMwo4QmcYAIIS9urE7PqhCQdw9D24kd88xSDNbu7qAQDiXtH2xuICmcliCuUWl2Qp62Zyy/RoY86N1NolHAAiDg51bmppU+893T03oUB9yCXovXDhPt34qHoRVVd+amk3ibfRlpJTzLYEWS3J1/MmI5isMevTBz3r7InKi7/6lGpwsEaL0xsm2OS5proBrYdg9tw4W9Drfrzi2O5Y1oeXc0lcgYC/K1SbWQM599PqmNTRj979Wd6QMGqc/+CXvygZoNPGC66nFQv1mqmqlPLJTdZUd3M/mQhb2rN/kzbAeW6TL/3ZJl/1aO/koRXARO2dX3YBmKntY/PrAtpccxsFAPz7q+PDK3I5tZVEJ7c3zzD0AGAmtzTMMOKYaXWxp76oaR+DkHy6orn/0GCzGRWCXan9YKmtqX5HbbVbVVyu2H7UIJMICsmdExzb0Yb5wy1j8+SN4cJBqszhsEpFggOdhjXQIXT7FfP9pB3Jw+9XyElbaN9QPDzH3WiuW6aRpzsL53a1DodRxBeo9Eb2TBnTBADgVXKnGrNLWxdsIfDwBpc3FqZGOya4HgDcYPXiyvmq5m6R1mYzKwUcsTt8Qr9XCPImnOi+fBOupcaSvnXFi34ftnDqy/PLyotzipqYSu836U8XBepDuGl3YmJJ/cTOjXmVc421NY2NOzocANSMhZk1fgwgqGN0NDWNj45OTM7KPABR8/xIS2lJ8wZXl0iAhj09Rtp94t6muPmA2lVX19TU2FRX3ba0Y7erV9oaGpu6e7u71nY0IZ90YaJ/cny0uq6BKnMCQMy+19NWU1XVLzD4AfCd1cFlvv65Z6jUmqqqsubR8bGxkaHJhTWTVzXSMSwyAxg2WidnHQDGjYaBydX93bm0O2k9AwPtjR0b+zaXZLZkWeTaX20qrR7qba0ur9mSOgDgcKIkpWgIA4CQYbmzpmFwYma4Y3CEGcDN672N9f3DY0M9raMbRt/DfyEd0rWGksL2/oGBge6G2v49jU3PX6qubRwemepqH6RLNTvdTTwXJpvqXN3ef/T9ims4oxVF5T2D/YM97fUtUxqn42B9uLK5fXh4tL17ck9l2RnPox+93ahtIOej+52bCQAno22aRlfzttvLy5sbK7tIikTMSuqpre+fmB7p7O+nOtCtSci3yYkO1C8nFoud0DD4Cr5KoHqlOq/S6PtmBOoplHCqRJSlxeWV5eWlhTXqts2Pm/VGXxCAsGtMljBA0K42mMz7nKWOlgna6sI23wAAYa9JavYBgEXIWpyZ5iosABALe1l9dVM08dHuSWBa0urC8sqm5eh8lDAwyPNz83SD56knXXwG8fr8/Pz8hsSAAQBAWCOkzMwssUUmAHCpVd5w1G/W2VzYk3vdIuWszM/NL9D1nsjRxvbZq9Mzq2KVGwBceonz4f8jMbtGabRhABB2aox2D0BUKSCtkri+o69rQE9ZW1happkCqL0X+Xb5BgTqNxIK1G8+rYi2vm14aZGEnjtV1zpjDqDzPAQ5BVCgnkwoUBEAAED7BUFODxSoJxMKVARBkFMGBerJhAIVQRDklEGBejKhQEUQBDllXjVQMcyrkB1KD8Uyyb5Msi+XHsilB2qVPBQivnhh5EtDgYogCHLKvFKghkIh/i5TLNyVScTSQ5FMIpZL96WHQvEe93Bf8Ebr+W2DAhVBEOSUeaVAxXwe1jbV53V7vW6vxxUK4gtzU3m5maI9HndnGx2TXyMUqAiCIKfMq442Qyev2awmm9XkcTlolPWf/NM//t3f/mB6cpTD2jwu5pRxZrq7unu7uzrbl/m6L1xt0L6/uko14sczcDF1eVtsfskiX8jAoy1vSU7vQI0oUBEEQU6ZVw1U6sbK4f7e2Eg/lbz6ycdn/ua//bf6uiqNSk6nrB8fk0XDhb/5IGVuc2tztedeStIAQwsAEPXbrWa76+F4H4kIbrdYPHgIADzC/suXkpb37TanN5wAAFtvyoWM1nWn1eINHNct5rFZrA7PoyQIOm0Wm+Nh19vhIB4K+CwOdzAOMcJndViWK+5eyB47vdd1UaAiCIKcMq8UqD6vl0EntzTX/vDv/8fPfvqT733vexnp97VquVateHKA8f2J8ssPBo76PBMNp99K73TjLvpQZWVNUfrtzKFtbchvmmwozk1PS0t9sKXzEZq55CtXSyvrM+7erF3Yj4F/pvBGUmpea3XanesFLCMB4OevdmY/yM9LvdG1cRgFQjzbVlZbVpCc3DYtiMQ9kw1JtzOKitvGmFxKS/Kt9PqKvPtXblUtnt7bl79CoBq8Ur1XaUKBiiAI8rV61TPULerGDnPz/LmP/+qtty5eOCfa41rNBqVc8nSgVlxO6bJGAABM1PqklHKV18oWiAWU7rQrv/6oatEiWrr73q9Khzf3tld5CmdAO3fuzK2FA6+VUn41o84UCc1lX8pqXosAMZt3I6uV4lAt3L+evG2HmH457WrKmsIkYYqF3JnipE/ev9rqIywDxecuNtEAYKcn42bGEBHzz9fcOVc6H37JmznZUKAiCIKcMq8aqKTVRY/LztlhPEi7RyOvuxxWs0mvUkippJXnByq59m5a9YGa19lYXD8xOVGR8lnpXCRonay59c/vfZSUWUuT2P2K6Zu3snZs4GHWX0wvVweC04V3KiaEALA/nplWNb6zUJeaUmMBgISi/Nrdpun1ie7aiq6xua78mymtLr91sOxi0cwhQGSm6mZK9w4A7Hbm3y6Z/lY2+aJARRAE+V14pUANBolNyipzi7q3y+aytngc5i6bsbvD2KSscXe2j4uJx8svPRg4uli63XL3Qd3iIaXl6uVCE8Buz4PzhZNOu5bLl/t9iqbz//RJyZBMtJB6N2fXCc7NmovpFRoiNJdzIb11AwBoNbdT65b1otGk6w9EYQBsO+t6Rs9gU/rlWzwc9Bu1F+60eALWgdILueNCgCi5KenjB6MAQGq8f75k9tvY5Cs3eGV6rwoFKoIgyNfrVTt2sJj0nJ1tNnOTu8PgsLbYzM0dBp2/u+NxO4/LHExWffzLy9Vtba3NBeklDRxTOGbbLr51rai47P7Fn39UMmLWcqozMqqq63Kyk5rWDr2ymVs30tl2cNCrzqWWqonwYsGnF2+ltreU3j6fS5G7IG5d7SvPzq+rz0ltm2V7POqutOt5+RWZtz5493KNDTP1F5/NGuYmAHwqWvnF62Xdjbl3P71Y9q1s8kWBiiAI8jvxJroeDHpsSpGAy+Ww2Ry1MwgAADGnQb7LFsjkSq3BFgcIOrU8JpN7qCPiACGXVmsIRCGKWdQGcyge91gNOq3qgMeWaN0PVxr3He6yuHuKo9X5zRoBmy+RyjUaUzAadprVRufD+4cxvZwrFKnVWpPFc3oHvUKBiiAIcsqgvnxPJhSoCIIgpwwK1JMJBSqCIMgpgwL1ZEKBiiAIcsqgQD2ZUKAiCIKcMihQTyYUqAiCIKcMCtSTCQUqgiDIKYMC9WRCgYogCHLKvGqgOp028d6ukM8VCrhCAVcs5O2L+If7woDf9+Yq+S2EAhVBEOSUedWuB7nsLYXsQKdRatUKvValVsqkhyKZRCTa477Ren7boEBFEAQ5ZV5x+DYPc4vq9bg8bqfb7cT9vr7ejuvXrrCZW7vsbXRMfo2+SqD6ZHqfyoShQEUQBPk6vepoMzTSqs1qMpt0Hpd9bmb8h3//d//zR///wtzUDoN+fEw2cpfbKka0QQDAd6YGx+mKl682hilm66orqqvraitLS1roYstXeUffDChQEQRBTpnfIlB3ucyWptrpyeFf/fLdH3z/+/29nXqt6qnxUMdLf/bW35YtyQD8gymX77RuAkACMxwIeftSYywBAbdR7/ABQCTgMJgdmJ6c9N6FpmWBQi6j95deu9egwgESuFHO5wmkTl8EIO6xW4x6jeJA4iJiL6viNwUKVARBkFPmFZt8vYxNclNj9ff/+/f+4R9++Pbb3ysvKzAZNGql7MlAlcw3fPzDv/3l+Ty+z7FclJzetwsh61xXRUNzedr1ux3rfP58cVLRUABAMJR+r2rCZNzJ+OzBmgEAwMXuPHelUIEF1czxqqqiipyUe4XDZsw+mX35dkpuX3f/gf1bcU8yClQEQZBT5lXPUDcp6/siftLtG3/93e8m3b4hl4rNRp1SIX0yUA+na67dyi2+e7FiZHKkJCOrjwsRO090uLPSknLlV2cql5xScnFW0a5K0ZN+rZWkigX4eWc+upVdWlNdnnz5Sn7vZiQW0ikPOJuLPcUXfvxpJl2pmc68XNTHfGMfw4mDAhVBEOSUedVAJa0uuBzWA/FedWUJZ4fhclgtJr1SfkglrTxu8p2ovJ43rOAvZl1+/70PzxbMHIQ0tJLc9NZ1Ork151rRHEQco+UPKiuK7iUXcJwArq0Hn97qIonUatU+ZbTo9r01nnipPTu1ZZxLHUq6mrepUk/l36mZEr2xj+HEQYGKIAhyyrxSoIZDIcYmiUpaYW3T2Aw6a4u6TSNt00jk9cU9Hvu4mHis7EJKnz+Kk+qv/eDtH2UsyRybrdeuFJvjQUrDrQ9zJ6IAmvnKcz/+0Y2yGRwgbiLfO39/RZsAALDSM85emqBulF+9OMJ34dL+M+czt1TqyewbFWP8N/EJnEwoUBEEQU6ZV+3YweWw7YsEoj2eWMgX7/FEezyRYFd6KPJjjzt2OJyuuZHR5wII6en3Lp5Jm5TGMXFD2u2M9NyUax9cKht2JyBh3Lhz9aO6NQ0AROysorOf3skurqoqy0++Xd606A74t/vy797OKEz57IPbWfQD6VRpSt208LW//RPrKwSq0Scz+FRmFKgIgiBfqzfR9WA06Pf68KNDdiDg9eIRAAhiToPO6HB5fFggCgAQwzBfMAoAkIhH/C67yaDT6bQ6vYWIAwAkooTVoDdbnD6fLxiOEH6fPxh5vfU8yVCgIgiCnDKoL9+T6bcPVIXRJzf41ChQEQRBvl4oUE8mFKgIgiCnDArUkwkFKoIgyCmDAvVkQoGKIAhyyqBAPZl+60D9347rvWbl/iXZAAAAAElFTkSuQmCCAA==" /></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;">Create
a view (<b>LM_ENR_CHRT1_VW</b>) which has the data that you want to plot<img alt="" src="data:image/png;base64,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" /> </span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;">The
field DESCR100 is used to store the label (mouse over text) for the pie-chart
slices, below is the code which can be used to assign the value<img alt="" 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UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--><span style="line-height: 107%;">Create
a fluid page (PSL_APPS_CONTENT) and place a group box, an invisible grid (<b>make
sure you have no auto select turned on to avoid performance issues</b>) for LM_ENR_CHRT1_VW
and a chart field</span><img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAe0AAACoCAIAAABCNCHHAAAJcklEQVR4nO3dT3ITZxrAYeUaWbCjKptUsWHHJVizmI2L03CI2adqZi4QcgyymDDJADY2tpBsGXuVnoUGp9Gfdkutt/vtz89Tb1GiS6ilD/UvXY3kTCaTSVVV8+sv8+svP734fjn13y5vd5mVh924peODt7lb933tsd8kD2uMKXgm9Y5PgCHMFteDt8CMdyYTHYcEpNzsPZPJWscHf07GPKj57rvvdNx0GR03ZuDRcdNxdNyYgUfHTce5v+N3ny3p/6MUK7v2QQ5T5Oi46Tj3dHzj5wV7e3LD7t2YfkbHTcdp6vjg3dRx8xBGx03H2b/j65c7Nl4A2fbForvbDXtp7vhOuzMm7ei46Tj/7/jSsuMrX+/c9id37fXG280pb7g+vuvuepu//f39659/+ec//mUKm9c///L7738c/A1TVdWy43/++WcFe2nb8W1n3+thffPm16CQvf75lzdvfr2318P+u+iH98fn5xfD/YUS5fz84t//+aDjJLTb+XibjseFrH4gNZ93D3hF5cP746qqZhSnqiodJ6eQjlcxIatqB1Lm8/Ggl8+wKh0nq6aON8Q6bccHvz6u46WqdJys7un4/NvT24ZPj9xt6afj8y3n3Zk7/vz5cxvHu7HScbK6v+N5QlbFHEj9dHz5ilZel41j2TjTcRLb3PEugkJ2dyB1fHrRdLzIjbPIt5+O05GOH5iOF7lxpuMkpuMHtvHl11/L3W0bx7Wx0nGy6qnjBzmcqjF3vM7G0W0MffvpOB311/GOh9PYO75+28Zxbax0nKycjx/Y+suvv6K7LTaObmOl42TVR8cPdThVOm6jjsMaHT8w3+csVaXjZNXf51UyH0gHpOOlqnScrHT8wHS8VJWOk5WOH5ifP16q5Y9NjnhkHaejkI6H/vzxiEc+oA/vjz+cTk2Rc734EvGe0XE6Cul43IH0/sSpLqXRcTo6fMeBneg4Hek4DEzH6UjHYWA6Tkc6DgPTcTrScRiYjtORjsPAdJyOdBwGpuN0pOMwMB2nIx2Hgek4Hek4DEzH6UjHYWA6TkcbOg70T8fZ22Ty7Qn40G9meKB0nL1NJi6kAIyZjgOMm44DjJuOA4ybjgOMm44DjJuOA4ybjgOMm44DjJuOA4zbXx3v8yvIPEzDvtehVH8dXUMf4zwIw77doUh/HVp3h9n8+osxh53KT0WGMDpu+phKxyGMjps+ptJxCHNPx3968X19+jzyV3bd897NYafScQjT1PGVevYc02H3bg47lY5DmK0dH7ybOl7SVDoOYfbs+Prljo0XQNbvsHK7YS/NHd9pd2bwqXQcwnTq+Mbftr/dnPKG6+O77s4MPpWOQ5hWHd929n13lO7X8Y0PtfEx2/9x/y6acyodhzA7nI+PouMND2gGnErHIUxpHXc+nnMqHYcwe37ucNfIbrws0+b6ePtdND9DM+xUOg5h9vwe0Laz9Yaz+Ia+bzzyV3bdZnc6nnYqHYcwO3wv/4geDV5eHYex2NDxbY6Ojnp5SpS51DoOQXQ8oyKXWschiI5nVORS6zgE0fGMilxqHYcgOp5RkUut4xBExzMqcql1HILoeEZFLrWOQxAdz6jIpdZxCKLjGRW51DoOQXQ8oyKXWschiI5nVORS6zgE0fGMilxqHYcgOp5RkUut4xBExzMqcql1HILoeEZFLrWOQxAdz6jIpdZxCKLjGRW51DoOQXQ8oyKXWschiI5nVORS6zgE0fGMilxqHYcgOp5RkUut4xBExzMqcql1HILoeEZFLrWOQxAdz6jIpdZxCKLjGRW51DoOQXQ8oyKXWschiI5nVORS6zgE0fGMilxqHYcgOp5RkUut4xBExzMqcql1HILoeEZFLrWOQxAdz6jIpdZxCKLjGRW51DoOQXQ8oyKXWschiI5nVORS6zgE0fGMilxqHYcgOp5RkUut4xBExzMqcql1HILoeEZFLrWOQxAdz6jIpdZxCKLjGRW51DoOQXQ8oyKXWschiI5nVORS6zgE0fGM6ks9adT+MQd/HB2HIDqekY4D7el4RjoOtKfjGek40J6OZ9TQ8fXtw27RcRicjmfUfD4+4BNbp+MwOB3P6N6OHyWw8ek1vCgdhyA6ntFRi44fZEeTyWQ2m93e3r579+7k5OTi4uJzzWw2W/56Zz6fX15enp2d6TjkoeMZ3bvUyzvMOuvY8Z26rOMQRMcz0nGgPR3PSMeB9nQ8o4alrl8fj+741dXV9fX11dXVto7vRMchiI5ntGvHoz+acpdyHYeEdDyjPTre8pH3u4TifBwy0/GMdr0+3v4yy2E77vo4ZKDjGek40J6OZ6TjQHs6nlF9qSdrlneob4nu+M3Nzc3NzfKzK1dXV77PCanoeEZtOr5y//W7bbTs+MePH6fTaXPx6x1/+fLlq1evbm9vF4vFYrHQcUhFxzNq0/HbmpXfNnv37t3l5eXVtxaLxfLXFSvXVe7oOOSh4xk1dPzuDm9r2ne8zbWX9WRv6/jG/8Zso+MQRMczatPx/9asZP3t27e//fbbH1/V76njUB4dz6hNx09qVrK+9OGr4+Pjjx8/zmazxWKh41AeHc+ozfXx05qVrJ+cnBwfH5+dnX366uLi4vLy8uAdX396DS9KxyGIjme0R8dP11x8NZ1OP3/+fH19ffDr4+tPr+FF6TgE0fGM2vx8leaOT6fTlY7f3Nw8efLk4B1vT8chiI5n1Ob7nPVkr3R8Op3O5/P1jj9+/PiwHd+pyzoOQXQ8o506Pp/PV7I+n88fPXqk4/BA6HhGXc7H5/P5jz/++PTp0/WO//DDDzoO5dHxjLpcH1+ej7948WK948+ePTtsx3ei4xBExzPq+O+c266Pv3z5UsehPDqeUdDnVV69eqXjUB4dz2in6+MbO37ay+fHXR+HDHQ8ozYdP69p0/GI73PqOGSg4xm16fi0ZiXr5+fnnz59WvnfRCx/LK2OQ3l0PKM238s/q1nJ+tJsNpvXRHR8/ek1vCgdhyA6nlGbjq84W3N6erq+cb+Ob7Tx6TW8KB2HIDqe0b0dX79/qIanquMwOB3PqKHj69uH3aLjMDgdz6j5fLxlN1cM/jg6DkF0PCMdB9rbreP05pu/IR0Httuh4wxi8P4e6nG8wSCIjtMTbzAIouP0xBsMgug4PfEGgyA6Tk+8wSDIasch1LBvdyjSN4fW0Mc45RvwvQ6lcmgBjJuOA4ybjgOMm44DjJuOA4ybjgOMm44DjNv/AIg7bZNbzdQPAAAAAElFTkSuQmCCAA==" /><img alt="" 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<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:DoNotPromoteQF/>
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<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
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<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
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<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
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<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--><span style="line-height: 107%;">You
can add additional fields and hide/un-hide the group box having the chartfield<img alt="" src="data:image/png;base64,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" /> </span></span></span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;">Use the code below to populate the JET chart:<span style="line-height: 107%;"> <img alt="" src="data:image/png;base64,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" /> </span></span></span></span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;">You
can control the height of the chart for various form factors using the
following code or you can apply the style ‘<i><b>oj-flex oj-flex-item</b></i>’ on the group
box having the chart)<img alt="" src="data:image/png;base64,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" /></span></span></span></span></span><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--></span></span></span></span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><span style="line-height: 107%;">Below
is how the UI looks (notice the mouse over and the legends on the right):<img alt="" src="data:image/png;base64,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" /> </span></span></span></span></span></span><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--></span><span style="line-height: 107%;"><span style="line-height: 107%;"> </span></span></span></span></span></span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;">There
is additional text and hyperlinks (2) on the tile along with the pivot (JET
chart)</span> </span></span></span></span></span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><span style="line-height: 107%;">You
may choose to change the font/styles of the legends/axis labels etc. by overriding
the style classes from <b>PSCHARTSTYLE_FMODE</b></span> </span></span></span></span></span></span></span></span></li>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">
</span></span>
<li><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><span style="line-height: 107%;"><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
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UnhideWhenUsed="false" Name="Light Shading"/>
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UnhideWhenUsed="false" Name="Light List"/>
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UnhideWhenUsed="false" Name="Light Grid"/>
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UnhideWhenUsed="false" Name="Medium Shading 1"/>
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UnhideWhenUsed="false" Name="Medium Shading 2"/>
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UnhideWhenUsed="false" Name="Medium List 1"/>
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UnhideWhenUsed="false" Name="Medium List 2"/>
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UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
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UnhideWhenUsed="false" Name="Medium Grid 3"/>
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<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
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UnhideWhenUsed="false" Name="Colorful List"/>
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UnhideWhenUsed="false" Name="Colorful Grid"/>
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UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
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UnhideWhenUsed="false" Name="Light List Accent 1"/>
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UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
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<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
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UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
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UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
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UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
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UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
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UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
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UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
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<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
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UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
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<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
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UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
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UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
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UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
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UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
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<w:LsdException Locked="false" Priority="68" SemiHidden="false"
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UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
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UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
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UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
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UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
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UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
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UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
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UnhideWhenUsed="false" Name="Dark List Accent 6"/>
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UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
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UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
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UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
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UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
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</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--><span style="line-height: 107%;">Set
FootNote, SubTitle, URLs etc,<img alt="" src="data:image/png;base64,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" /> </span></span></span></span></span></span></span></span></span></li>
</ol>
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Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-40433942394447952352017-01-26T12:01:00.003+05:302019-09-18T22:14:25.165+05:30PeopleCode & JSON<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "trebuchet ms" , sans-serif;">For quite some time, I have been trying to use <a href="http://docs.oracle.com/cd/E66686_01/pt855pbr1/eng/pt/tgst/task_DocumentsTechnology.html#ContentsNavBar" target="_blank">PS Documents Technology</a> to play around with JSON, but given its limitation, haven't been able to deal with dynamic content. Along comes <a href="https://blogs.oracle.com/peopletools/entry/elasticsearch_for_peoplesoft_now_available" target="_blank">ElasticSearch in PeopleSoft</a>, and that shows the way to not only just create JSON documents but also parse them.</span><br />
<span style="font-family: "trebuchet ms" , sans-serif;">Credits to <a href="https://www.cedarhillsgroup.com/knowledge-base/kbarticles/JSON-parsing-and-generation-without-documents" target="_blank">Chris Malek</a> (his article is a must read) for showing us the way. Most of the API is still undocumented, but you can make use of PeopleCode Auto-completion feature to explore the API methods and properties. It seems a lot has been borrowed from <a href="http://docs.groovy-lang.org/latest/html/gapi/groovy/json/JsonBuilder.html">Groovy</a>. A good place to start is the delivered ES App Pkg - <b><span style="color: #cc0000;">PTSF_ES:*</span>. </b>I also went ahead and created a sample python script for the same REST end point. Python makes your life a lot easier. Let's have a look at a sample in PeopleCode first.</span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">I will break it down into steps for easier understanding:</span><br />
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<ol style="text-align: left;">
<li><span style="font-family: "trebuchet ms" , sans-serif;">Make a GET request on a given REST end point. It is easier to bypass the Integration Engine and make use of IB <a href="http://psftpp.blogspot.in/2008/03/peoplesofts-integration.html" target="_blank">ConnectorRequest</a> to initiate the <a href="https://docs.oracle.com/cd/E41633_01/pt853pbh1/eng/pt/tiba/task_BypassingIntegrationEnginestoSendMessages-497cf6.html" target="_blank">sync request</a>.</span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;">Instantiate a JSONParser and read the response JSON;</span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;">Read the JSONArray and retrieve the Property and print the values;</span></li>
</ol>
<div>
<span style="font-family: "trebuchet ms" , sans-serif;">REST end point we will use for creating this sample - <a href="http://services.groupkt.com/country/get/all" target="_blank">http://services.groupkt.com/country/get/all</a></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">As long as we know the name of the key(s) which are part of he response JSON, we can write PeopleCode to deal with it. <a href="https://www.getpostman.com/">POSTMAN</a> is a great REST client to explore REST services.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Make a GET Request in PeopleCode</b></span></div>
<div>
<span style="font-family: "trebuchet ms" , sans-serif;">Use delivered IB_GENERIC message definition and dynamically load the connector and its properties. In this case, I am making a GET request. It is important to set the <span style="color: #cc0000;">Content-Type. </span>In case your REST end point mandates use of Authorization (Basic, Digest, etc.,), set that as property. While making the request, note that I have set the boolean to TRUE, which means, the code will have to deal with IB Exception Object.</span></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjk3YdUNCtIotcz-iNxUc1vW1mERWQeIKCN6ceir80p-BlMLkZ9qqACNjmqtfFxUEdCY5LXRf3HTUVzgruvr67jpdbrnjy-bGIpPUCPjW1khIuWs1QEwCNMGvsCDBkcn5OUA81ClOcCYmxU/s1600/PP_JSON_Example_001.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><span style="font-family: "trebuchet ms" , sans-serif;"><img alt="IB ConnectorRequest" border="0" height="264" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjk3YdUNCtIotcz-iNxUc1vW1mERWQeIKCN6ceir80p-BlMLkZ9qqACNjmqtfFxUEdCY5LXRf3HTUVzgruvr67jpdbrnjy-bGIpPUCPjW1khIuWs1QEwCNMGvsCDBkcn5OUA81ClOcCYmxU/s640/PP_JSON_Example_001.JPG" title="Make a GET request in PeopleCode" width="640" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "trebuchet ms" , sans-serif;">IB Connector Request</span></td></tr>
</tbody></table>
<div>
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<div>
<b style="font-family: "trebuchet ms", sans-serif;">Instantiate a JSONParser</b><br />
<span style="font-family: "trebuchet ms" , sans-serif;">Use the parser object and retrieve the Root Object. Check for key "RestResponse", and read the return array.</span></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjCzHxWzx547IODQqiufA2mPTihxwlRIeh1RRShcx8Vuu7p0jyxUuVm6X8ynAlJ_iXWcydkVV_OlfD87gSC-bhDH-wallU1clVbnUH5IjpTNFDW11tUvt4IFkaFlzy9x6Seye60evMSbMwg/s1600/PP_JSON_Example_002.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><span style="font-family: "trebuchet ms" , sans-serif;"><img alt="CreateJSONParser" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjCzHxWzx547IODQqiufA2mPTihxwlRIeh1RRShcx8Vuu7p0jyxUuVm6X8ynAlJ_iXWcydkVV_OlfD87gSC-bhDH-wallU1clVbnUH5IjpTNFDW11tUvt4IFkaFlzy9x6Seye60evMSbMwg/s1600/PP_JSON_Example_002.JPG" title="PeopleCode JSONParser" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "trebuchet ms" , sans-serif;">CreateJSONParser</span></td></tr>
</tbody></table>
<div>
<span style="font-family: "trebuchet ms" , sans-serif;"><b>Read the JSONArray</b></span></div>
<div>
<span style="font-family: "trebuchet ms" , sans-serif;">The response returns the list of all the countries and for this example I have use index 248 to read the values. In this case, index 248 points to country Zambia.</span></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEisUt8EESo60Iw4uFNNGI2YkcGZuyYGxMNQK2RFQxxPnKzNPhZji2s5PvG6PjMomn4B830xp-MlcnjS8mnRLk-0tAQwr7w8F_Kd61M0qGBQw-ckhnV9dr6-jTBEque2ntwRBVYFtZdea25A/s1600/PP_JSON_Example_003.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><span style="font-family: "trebuchet ms" , sans-serif;"><img alt="" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEisUt8EESo60Iw4uFNNGI2YkcGZuyYGxMNQK2RFQxxPnKzNPhZji2s5PvG6PjMomn4B830xp-MlcnjS8mnRLk-0tAQwr7w8F_Kd61M0qGBQw-ckhnV9dr6-jTBEque2ntwRBVYFtZdea25A/s1600/PP_JSON_Example_003.JPG" title="Read JSONArray" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "trebuchet ms" , sans-serif;">Read JSONArray</span></td></tr>
</tbody></table>
<div>
<span style="font-family: "trebuchet ms" , sans-serif;">This example is just to give you an idea on how to parse JSON documents in PeopleCode. I am sure, there is way more to this, and I will update this as I explore further.</span><br />
<span style="font-family: "trebuchet ms" , sans-serif;">Credits to <a href="https://www.blogger.com/profile/07058011185340144666" target="_blank">Cameron Barre</a> for sharing his <a href="http://cameronbarre.blogspot.in/2014/07/getting-up-and-running-with-jsoft.html" target="_blank">JSON encoding library</a></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"> </span></div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com7tag:blogger.com,1999:blog-6255223495642099089.post-76196574596348249572011-03-20T19:30:00.006+05:302011-03-20T20:02:56.858+05:30Extract Project PeopleCode and SQLSounds Interesting -- Decode PeopleCode from bytecode to text files. Also extract PeopleCode and SQL definitions from PeopleTools projects.<br /><br /><span style="font-size:180%;"><span style="font-weight: bold;">Credits to the original </span><a style="font-weight: bold;" href="http://sourceforge.net/projects/decodepcode/">uploader</a></span><br /><br />I have uploaded a modified version of the Zip file for people who use MS SQL Server as their DB Server. For other databases please refer to "ReadMe.txt" in the zip file.<br /><br />Follow the following steps to extract PeopleCode and SQL definitions<br /><br />1. Download the attached <a href="http://rapidshare.com/files/453481357/DecodePCODE-0.20-binary_2.zip">Zip File</a><br /><br />2. Open <a href="http://i585.photobucket.com/albums/ss293/ciphersbak/DecodePCproperties.jpg">DecodePC.properties</a> and modify it as shown. You'll have to change the following:<ul><li>user</li><li>password</li><li>url</li><li>DatabaseName</li></ul> Since, I've MSSQL Server and no Sub Version, I've commented rest of the lines.<br /><br />3. Ensure that you have sqljdbc.jar in your directory. I've included the sqljdbc.jar in the Zip file.<br /><br />4. Navigate to the directory via <a href="http://i585.photobucket.com/albums/ss293/ciphersbak/DecodePCODE_ProjectName.jpg">Command Prompt</a> where you have unzipped the earlier zip file.<br /><br />5. Once done check the <a href="http://i585.photobucket.com/albums/ss293/ciphersbak/ExtractedPeopleCodenSQL.jpg">output directory</a> in the path provided earlier<span style="text-decoration: underline;"><br /><br /></span>6. The files would be created under the <a href="http://i585.photobucket.com/albums/ss293/ciphersbak/ExtractedPeopleCodenSQL_2.jpg">output folder</a> in the directory of extraction<span style="text-decoration: underline;"><br /><br /></span><span style="font-size:130%;"><span style="font-weight: bold;">Caveat - Does not extract Application Package PeopleCode as yet!!</span></span>Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com5tag:blogger.com,1999:blog-6255223495642099089.post-23798308737184328712010-09-11T01:05:00.002+05:302010-09-11T01:10:17.370+05:30PeopleTools 8.51 GAPeopleTools 8.51 are now available for download through <a href="http://edelivery.oracle.com/">edelivery.oracle.com</a>!!!<br /><br />Its surprising to note that PeopleTools Patch 8.51.01 is also available.Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-9984012861960037132010-05-13T16:56:00.019+05:302010-05-31T09:42:53.763+05:30How to Retrieve AccessID & AccessPWD for a PeopleSoft EnvironmentMost of us follow the <a href="http://en.wikipedia.org/wiki/Software_development_process"><span style="font-style: italic;">wa</span></a><span style="font-style: italic;"><a href="http://en.wikipedia.org/wiki/Software_development_process">terfall</a></span> model of SDLC within the organizations we work. Various teams are involved at various stages of the model. Each Team has their set of environments where they are the superusers. If we extend this to PeopleSoft, post Unit Testing, developers are not needed/required to have write access in the rest of the environments of SDLC. But what if, you could actually retrieve the ACCESS ID & ACCESS PWD (RDBMS ID which has access to the PeopleSoft schema) without the PSAdmins/DBA being aware. What is needed is explained below.<br /><br />1. Create a <a href="http://en.wikipedia.org/wiki/Batch_file">command/batch</a> file with this line - "<span style="font-weight: bold;">@echo %1</span>"<br /> Place this file under %PS_HOME%\bin\server\WINX86<br /><a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinqpiA__Tv8KRvLupcfAA9WzOrhu5hGpQfTEvM66P1g8Slg72jDv-iQo7m8OaMlMQ8gIFiWvEZpQox_UN1hEUaPlSo61d10hJfbdkI6W153DmK0v47cdSoilX0yMnXYA-jVCC8gtUT4AqD/s1600/TestcmdPic.bmp"><img style="cursor: pointer; width: 316px; height: 181px;" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinqpiA__Tv8KRvLupcfAA9WzOrhu5hGpQfTEvM66P1g8Slg72jDv-iQo7m8OaMlMQ8gIFiWvEZpQox_UN1hEUaPlSo61d10hJfbdkI6W153DmK0v47cdSoilX0yMnXYA-jVCC8gtUT4AqD/s320/TestcmdPic.bmp" alt="" id="BLOGGER_PHOTO_ID_5477281523096809298" border="0" /></a><br />2. Create a new Process Type in PeopleSoft. Let's call it - "<span style="font-weight: bold;">COMMANDLINE</span>"<br /><div></div><div><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhfpKn6joMLWATtukhLa7SSlHNsOQ-Lh04_JILb_RqvGqLqhBPh_942hdDIuj5MldRK5Bs9qfPvr-pN7EZkhJKaoYI8FtU8Ua1cMsAqbnAUuwLJ-bwDi30NozDNXnaOJoo0K4HE-hPmo-Ps/s1600/5-14-2010+9-48-17+PM.bmp"><img style="width: 320px; height: 154px;" id="BLOGGER_PHOTO_ID_5471161159785481394" alt="" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhfpKn6joMLWATtukhLa7SSlHNsOQ-Lh04_JILb_RqvGqLqhBPh_942hdDIuj5MldRK5Bs9qfPvr-pN7EZkhJKaoYI8FtU8Ua1cMsAqbnAUuwLJ-bwDi30NozDNXnaOJoo0K4HE-hPmo-Ps/s320/5-14-2010+9-48-17+PM.bmp" border="0" /></a><br /></div><p>3. Create a Process "<span style="font-style: italic; font-weight: bold;">RETPWD</span>" which will have the Process Type as "<span style="font-weight: bold;">COMMANDLINE</span>". I'm using Microsoft as the Database type as the PS DB is hosted on MSSQL 2005 SP2 </p><a href="http://i585.photobucket.com/albums/ss293/ciphersbak/CreateProcess.jpg"></a><div><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQ6gfaPBsOZoCW3-9EDUPDSvRvDwnIIymlnsfj_4Ee3ZhlwvnA41OWAejBO8eS-b2CmW_QgQsdeJsxJvkqeb9vQzi4eJ8vGh7TuhNZEYbL63TC1K-r-CCD1ZOU_pDT2YZV7ZP33T8vCtBK/s1600/ProcessName.bmp"><img style="width: 320px; height: 160px;" id="BLOGGER_PHOTO_ID_5471161839740004306" alt="" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQ6gfaPBsOZoCW3-9EDUPDSvRvDwnIIymlnsfj_4Ee3ZhlwvnA41OWAejBO8eS-b2CmW_QgQsdeJsxJvkqeb9vQzi4eJ8vGh7TuhNZEYbL63TC1K-r-CCD1ZOU_pDT2YZV7ZP33T8vCtBK/s320/ProcessName.bmp" border="0" /></a> </div><div></div><div></div><div></div><div>4. Add this Process Type to your Server definition. Say PSNT </div><div><div><div>5. <strong><span style="color: rgb(255, 0, 0);">Bounce the batch server</span></strong><br />6. Run the process.<br />7. The process may fail, do not panic, check the log if it has been posted to report repository or you could navigate to the prcs log directory for your batch server and locate the log. It should show you something like - "DBNAME/Access ID/Access PWD" </div><div></div><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjbGtjGEaKulOfEWnBxXkLnUSbE8JDiQFANBiDNGeR-J8iDYk359_rVgrkYc2TiHcOTF3iHKwiQHDVVOTt7SZ4efvTCVBpRszCfNVBNu8vRGm8oiL4JNl8mubrIhR1PkaGMPI9puyq2wBJ7/s1600/Result_AccessID&PWD.bmp"><img style="width: 320px; height: 75px;" id="BLOGGER_PHOTO_ID_5471162372516792082" alt="" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjbGtjGEaKulOfEWnBxXkLnUSbE8JDiQFANBiDNGeR-J8iDYk359_rVgrkYc2TiHcOTF3iHKwiQHDVVOTt7SZ4efvTCVBpRszCfNVBNu8vRGm8oiL4JNl8mubrIhR1PkaGMPI9puyq2wBJ7/s320/Result_AccessID&PWD.bmp" border="0" /></a><br /><div></div><br /><div><a href="http://i585.photobucket.com/albums/ss293/ciphersbak/FinalOUTPUT.jpg"></a></div><br /><div></div></div></div>Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com5tag:blogger.com,1999:blog-6255223495642099089.post-88196553327273336042010-05-09T15:47:00.004+05:302010-05-09T15:55:30.423+05:30Integration Technology of PeopleSoft<p><span style="font-family:Verdana;">PeopleSoft offers several application integration solutions to integrate two different applications be it PeopleSoft applications or third party systems. The release of PeopleTools 8.4 saw the advent of a new integration tool called the Integration Broker, which facilitates tightly coupled and loosely coupled integrations. Tightly coupled integration, a feature made available through Synchronous messaging, may be defined as a system that expects a response before continuing further processing. Asynchronous messaging provides loosely coupled integration, where the source system continues with its processing without waiting for a response. The architecture that PeopleSoft adopts for either of the messaging formats (Loosely coupled or Tightly coupled) is where the difference lies. The manner in which the Integration Gateway and Integration Engine interact is almost the same, the difference lies in the content that is exchanged between the two. It is important to understand that, irrespective of the Transaction Type (Synch or Async) PeopleSoft Integration Engine (App Server) and Integration Gateway (Web Server) always communicate in a synchronous fashion. Apart from messaging, Integration Broker also includes Connector development that enables connectors to be customized for a particular integration scenario. Besides Integration Broker, PeopleSoft integration technologies also include Component Interface and Application Engine. The purpose of these integration solutions has been explored here.</span></p><span style="font-family:Verdana;"><br />The following factors are to be considered before an integration technique is chosen: </span><ul><span style="font-family:Verdana;"><li>A large amount of data is to be transferred </li><li>Whether the data is inbound or outbound. </li><li>Whether the integration has to be real-time, near-real-time or deferred. </li><li>The time required to complete a transaction </li><li>Message structure of data involved </li><li>Technology of the participating systems. </li> </span></ul> <span style="font-family:Verdana;">Each of these factors has been explained in detail in the forthcoming sections.<br /><br /><b>High Volume of Data</b><br />The volume of data involved in a transaction is a crucial factor in deciding the communication technology used. If a large volume of data is to be transferred, the preferred integration techniques are Asynchronous messaging and Application Engine.<br />Asynchronous messaging mode allows a large volume of data to be pushed into the subscribing systems. Since this does not wait for a response, it can just publish the information and continue with its own processing.<br />In a scenario that requires a large volume of data to be transferred in batch mode from an external system into the PeopleSoft Application, Application Engine would be the preferred solution. It is quite often used in combination with File interface provided by the PeopleCode in Application Engine. A typical situation would be that of integrating legacy systems with the PeopleSoft Application. As the amount of data involved is huge, the information from the legacy systems is stored temporarily in files. This data is then retrieved via the PeopleCode section of the Application Engine using file operations and the application can be populated using Component Interface.<br /><br /><b>Direction of Data</b><br />The flow of data is classified as inbound or outbound depending on whether the information flows into the system or away from the system. If the flow of information were purely outbound, Asynchronous messaging would be an ideal solution. An example would be that of keeping in sync, the customer information present in Financials (FDM) with PeopleSoft CRM. When a new customer is added in FDM, the information is sent to PeopleSoft CRM. Here information only flows out of the Financials system, hence Asynchronous messaging may be used for this scenario.<br />When the flow of information is purely inbound, the business validations are to be considered to ensure that the data entering the system is correct. Component<br />Interface (CI) provides this feature, as it invokes the business logic before saving the data in the database. Thus CI takes care of the necessary validations before committing the transaction. A typical example where Component Interface is used is when the leads are loaded in the sales module from an excel sheet. In certain cases Component Interface is also used in combination with other technologies such as Asynchronous messaging and Application Engine.<br />In a scenario, where the integration involves both outbound as well as inbound messaging, Asynchronous messaging, Synchronous messaging or Application Engine may be used depending on whether the transaction is loosely, tightly coupled or file based respectively. An example of tightly coupled two way messaging would be the integration of Field Service Order module of PeopleSoft CRM with the Inventory module of the Supply Chain Management product line. In this integration, whenever the inventory level for a product is required a request is issued with the product information from the Field Service Module to the Inventory module. The response message contains the inventory level of the requested product. Thus Synchronous Message would cater to the needs of such a transaction.<br /><br /><b>Application Behavior</b><br />It depends on whether the integration is real-time or near-real-time or Offline. Real-time integration may be achieved through Synchronous Messaging and Component Interfaces. This type of integration is preferred for critical applications such as billing involving credit card authorization and crediting the amount. Before a bill is issued by PeopleSoft Billing module the credit card number is authorized by third party systems like CyberCash and eventually the amount is debited from the customer’s account. The source system has to ensure that the data is updated in all the participating systems. Thus the source system has to wait for a response from each of the systems before committing the transaction in its own system.<br />The most common tool used for offline or deferred processing is Application Engine using the File Interface.<br /><br /><b>Response Time</b><br />If the processing of the received messages is going to consume considerable amount of time it is advisable to go in for Asynchronous messaging. If the processing time is small, then Synchronous Messaging may be used. Nevertheless while designing Synchronous messaging it is necessary to keep in mind the response time.<br /><br /><b>Compatible formats</b><br />In any messaging, the data is passed through record structures embedded in the messages. The receiving system may or may not require all the fields contained in the message. Thus it is necessary to map the message structures to those required by the destination system. This is where connector development comes in, where custom connectors can be developed for systems based on the record structure used by the destination system. Moreover middleware software also aid in the mapping of data. A common example is MQ Series an IBM product that uses a queue system to pass information between PeopleSoft Application and any third party system.<br /><br /><b>APIs available</b><br />An important aspect of connector development depends on the APIs available in a third party system. It also depends on the integration technology supported by the third party system. For example HTTP Connectors may be used for a third party system that supports web services.<br />Enterprise Application Integration is gaining importance in the ERP industry. It is a major cause of concern for companies that goes in for application integration. PeopleSoft has ensured that it is not left out of the race by providing several integration solutions. These technologies cover almost all the integration scenarios.<br />Therefore the choice of the right integration technology for the right scenario lies at the discretion of the enterprises.<br /></span>Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-33150124552139429842010-05-08T16:19:00.008+05:302010-05-08T17:27:57.089+05:30Extract All Application Engine PeopleCodeMost of us do come across situations where we would like to see the actual usage of a function in PeopleCode. The standard feature of <span style="font-weight: bold;">Find In</span> with the <span style="font-weight: bold; font-style: italic;">Save PeopleCode to File</span> check-box checked is the most commonly used approach. However, I prefer the below approach. I'm guessing that this function is available from Tools 8.50 as I came across this in latest PeopleBooks. The function GetProgText() can retrieve PeopleCode from a step for an Application Engine program. This function, however, cannot be used online. Hence, I went ahead and created an Application Engine program to retrieve all the PeopleCode written in all the Application Engine programs in FSCM 91. Though I was surprised to see that there were certain Application Engine programs with PeopleCode actions, but no PeopleCode. What is also nice about the function is that while extracting, it actually compiles the PeopleCode. This was evident, when I received compilation errors for<br />1. Fields not defined on State Records<br />2. Incorrect reference of an Import statement<br />etc.,<br /><br />----Sample Program----<br /><span style="font-weight: bold;">Do Select</span> <span style="font-weight: bold;">SQL - Please be mindful, that the Do Select Type for this Action has to be set to Reselect</span><br />%Select(AE_APPLID, AE_SECTION, MARKET, EFFDT, AE_STEP)<br />SELECT AE_APPLID<br />, AE_SECTION<br />, A.MARKET<br />, A.EFFDT<br />, AE_STEP<br />FROM PSAESTMTDEFN A<br />WHERE AE_APPLID > %Bind(AE_APPLID)<br />AND AE_STMT_TYPE = 'P'<br /><br /><span style="font-weight: bold;">PeopleCode Action</span><br />import SCM_UTILITIES:ExceptionUtilities:ExceptionHandler;<br /><br />try<br />If FileExists("D:\Temp\AllAEPC.out", %FilePath_Absolute) Then<br /><span style="font-weight: bold; color: rgb(0, 153, 0);"> REM *** Coming in for the nth time ***;</span><br />&fAEPCFile_ = GetFile("D:\Temp\AllAEPC.out", "A", "UTF8", %FilePath_Absolute);<br />Else<br /><span style="font-weight: bold; color: rgb(0, 153, 0);"> REM *** Coming in for the first time ***;</span><br />&fAEPCFile_ = GetFile("D:\Temp\AllAEPC.out", "W", "UTF8", %FilePath_Absolute);<br />End-If;<br />&PeopleCodeText = GetProgText(PPAEPCEXT_AET.AE_APPLID.Value, PPAEPCEXT_AET.AE_SECTION.Value, PPAEPCEXT_AET.MARKET.Value, "default", PPAEPCEXT_AET.EFFDT.Value, PPAEPCEXT_AET.AE_STEP.Value, "OnExecute");<br /><br />&fAEPCFile_.WriteLine("REM *** Application Engine - " | PPAEPCEXT_AET.AE_APPLID.Value | " *** " | " Section - " | PPAEPCEXT_AET.AE_SECTION.Value | " *** " | " Step - " | PPAEPCEXT_AET.AE_STEP.Value | " ***");<br /><br />&fAEPCFile_.WriteLine(">---------------------------------------------------------------<"); <span style="font-weight: bold; color: rgb(0, 153, 0);">REM *** Write only if there is something to write ***;</span><br />If All(&PeopleCodeText) Then <br /> &fAEPCFile_.WriteLine(&PeopleCodeText);<br /> End-If;<br /><br />&fAEPCFile_.WriteLine(">---------------------------------------------------------------<"); <span style="font-weight: bold; color: rgb(0, 153, 0);">REM *** Generic Exception Handling ***;</span><br /><br />catch Exception &ex<br /> Local SCM_UTILITIES:ExceptionUtilities:ExceptionHandler &handler = create SCM_UTILITIES:ExceptionUtilities:ExceptionHandler();<br /> REM *** Display the Message Text and Message Explain Text and then FAIL it!!! ***; <br />REM Error (&handler.getMessageText(&ex));<br /> REM Be careful, since you’re using the messagebox and it causes an implicit COMMIT in certain tools version;<br /> MessageBox(0, "", 0, 0, "Exception Logged > " | &handler.getMessageText(&ex));<br />Error (&handler.getMessageExplainText(&ex));<br />end-try;Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com6tag:blogger.com,1999:blog-6255223495642099089.post-48381743024192681922010-05-05T09:51:00.003+05:302010-05-05T23:55:57.131+05:30Integration Broker 8.50 - UserName not defined in the databaseWhile trying to integrate 8.49.xx and 8.50.01 - 07, I came across an unusual error "<span style="font-weight: bold;">UserName not defined in the database</span>" which I had never seen earlier. At that point I thought it was something to do with the PSFT Authentication, but did not see this in either 8.48.xx or 8.49.xx. This only came to light, since I was integrating a Tools only DB (8.50.01) and FSCM 9.0/8.49.27.<br />Though the passwords and UserIDs for the four nodes were same, I still got this error. The reason for this anomaly was, that the UserID I was using to log in to the FSCM DB was VP1 and since, VP1 was not present in the tools only DB, the ping failed. The ping worked when I logged in with PSADMIN on the FSCM side, as this UserID existed in the Target DB.<br /><br /><span style="font-weight: bold;"></span>This error is the result of the signed on UserID not being a valid UserID on the target database. The Authentication token passed includes the signon UserId and after decryption it is validated on the target database.<br /><br />This is different than what happened on PeopleTools Release 8.48 and 8.49 where the UserID is not validated after the Authentication Token is decrypted.<br /><br />Oracle claims to have fixed this in the latest tools patch 8.50.08. But even though, it has been fixed, It does rattle your basics around how a PING functions, and hence, Oracle has recently come out with a Support Case, which talks in detail about how a PING would/should work in Tools 8.50.08 onwards.Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com2tag:blogger.com,1999:blog-6255223495642099089.post-89780673887628667242010-05-02T17:41:00.007+05:302010-05-03T20:54:57.093+05:30Error Handling for Online and Application Engine PeopleCodeIts a common practice across programming languages to protect ones' code (PeopleCode). However, the so called <span style="font-weight: bold;">scenarios<span style="font-style: italic;"></span></span> that one can think of is limited because of various reasons. Hence, developers (including me till now :)) would catch the exception(s) and display something like "<span style="font-weight: bold;">Unhandled exceptions encountered in ... ...<span style="font-style: italic;"></span></span>"<br /><br />Now coming to PeopleCode, be it the Application Engine or Online PeopleCode, we do, protect the PeopleCode we write appropriately. But wouldn't it be better if we allow PeopleCode itself to capture exceptions and display relevant text, since, PeopleSoft itself has captured all the possible scenarios that could occur, either while compiling or during execution.<br /><br />The exception handling that I'm referring to is already delivered by PeopleSoft as most of the <span style="font-weight: bold;">exception classes</span> in PeopleSoft extend <span style="font-weight: bold;">Exception</span><br /><br />I created a sample Application Engine Program to demonstrate this further...I tried out code below in a PeopleCode Action ...<br /><br /><span style="color: rgb(51, 51, 255);">import</span> SCM_UTILITIES:ExceptionUtilities:ExceptionHandler;<br /><br />try<br />&FileName_Path_ = "D:\Temp\PSOPTIONS_" | %Date | ".xls";<br />/* Opening a CSV file */<br />&GL_LEDFile_ = GetFile(&FileName_Path_, "W", %FilePath_Absolute);<br />/* Checking whether the File if Opened Successfully */<br />If &GL_LEDFile_.IsOpen Then<br /> &GL_QryObj_ = %Session.GetQuery();<br /> /* Initialising the Rowset & Values */<br /> &GL_LEDRS_ = CreateRowset(Record.PSOPTIONS);<br /> &GL_LEDRS_.Fill();<br /> &GL_CSVString_ = &GL_QryObj_.FormatResultString(&GL_LEDRS_, %Query_XLS, 1, &GL_LEDRS_.ActiveRowCount);<br /> /* Writing the file with the Location Data */<br /> &GL_LEDFile_.WriteLine(&GL_CSVString_);<br />Else<br /> Error ("Error: Opening of File Failed");<br />End-If;<br /><span style="font-weight: bold;"><span style="color: rgb(0, 153, 0);">REM *** I've changed the variable name on purpose, so that a run time exception is generated as there is no file object as &GL_LEDFil_ ***</span><span style="color: rgb(0, 153, 0);">;</span></span><br /><span style="font-weight: bold; color: rgb(0, 153, 0);">REM *** the correct statement is &GL_LEDFile_.Close(); ***;</span><br />&GL_LEDFil_.Close();<br /><br />catch Exception &ex<br />Local SCM_UTILITIES:ExceptionUtilities:ExceptionHandler &handler = create SCM_UTILITIES:ExceptionUtilities:ExceptionHandler();<br /><span style="font-weight: bold; color: rgb(51, 204, 0);"><span style="color: rgb(0, 153, 0);">REM *** Display the Message Text and Message Explain Text and then FAIL it!!! ***;</span><br /><span style="color: rgb(0, 153, 0);"> REM Error (&handler.getMessageText(&ex));</span><br /><span style="color: rgb(0, 153, 0);"> REM Be careful, since you’re using the messagebox and it causes an implicit COMMIT in certain tools version;</span></span><br />MessageBox(0, "", 0, 0, "Exception Logged > " | &handler.getMessageText(&ex));<br />Error (&handler.getMessageExplainText(&ex));<br />end-try;<br /><br />The Application Engine did fail as expected, and the stdout showed the following error<br /><pre>This is the messageText --> <span style="font-weight: bold;">Exception Logged > First operand of . is not an object, so cannot access member Close. (0,0)</span><br /><br />This is the explanation for the messageText --> <span style="font-weight: bold;">The first operand of the dot operator must be a value of some object type to access the method or property, but the value found was not an object type.</span><br /><br />Process 10356 ABENDED at Step PP_TEST_AE.MAIN.Step02 (PeopleCode) -- RC = 4 (108,524)<br /></pre>It also servers another purpose, we need not use the <span style="font-weight: bold; font-style: italic;">Exit(1)</span> feature and then set the Action <span style="font-weight: bold; font-style: italic;">On Return</span> property to <span style="font-weight: bold; font-style: italic;">Abort</span><br />The same PeopleCode can be used for online customizations as well.Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com1tag:blogger.com,1999:blog-6255223495642099089.post-25116262252288381382010-04-26T08:42:00.003+05:302019-09-18T22:15:14.437+05:30Improve and Performance Tune your Application Engine Programs<div dir="ltr" style="text-align: left;" trbidi="on">
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<b><u>Writing Efficient App Engine Programs<o:p></o:p></u></b></div>
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<span style="font-size: 10pt;">a) Apply Set Processing wherever it can be applied:<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">Use Group by, Having, Exists clauses effectively<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Take extra care while writing sub queries and complex joins<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Don't forget to join PROCESS_INSTANCE, in case you've made it a key<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Fine tune the SQL ( Refer: <a href="http://download.oracle.com/docs/cd/B14117_01/server.101/b10752/sql_1016.htm#35171"><span style="color: rgb(51 , 51 , 255);">Oracle Documentation</span></a>) <o:p></o:p></span></li>
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<span style="font-size: 10pt;">b) Use Temp Table<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">It improves AE performance significantly- Best Suited for Set Based Processing<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Facilitates parallel processing<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Custom Indexes can be created to achieve faster result <o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Practice to make PROCESS_INSTANCE a key and employ the %Table meta-SQL<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Automatic data cleanse <o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Dedicated Temp Table is preferred<o:p></o:p></span></li>
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<span style="font-size: 10pt;">c) Use Meta-SQL<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">Make a habit of using Meta-SQL like %Join, %CurrentDateIn, %Table. It gives program more flexibility. <o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">It makes AE program more robust and platform independent and improves performance. <o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Be aware of the limitation of these Meta-SQL, e.g. %EffdtCheck doesn't work well with PS_JOB table<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">%TruncateTable is faster than bulk delete statement. In case of Temp table use %TruncateTable(%Table(XXX_TAO))<o:p></o:p></span></li>
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<span style="font-size: 10pt;">d) Drop/Rebuild Indexes:<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">If you're planning for massive Insert, you may wish to drop indexes and triggers from the table first and recreate them once the insert is done. <o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">It makes AE processing much faster. Just be careful that dropping indexes makes it prone to duplicate rows. (You may leave primary key untouched).<o:p></o:p></span></li>
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<span style="font-size: 10pt;">e) Refrain from using PeopleCode<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">If the goal can be achieved using SQL, do not use PeopleCode.<o:p></o:p></span></li>
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<span style="font-size: 10pt;">f) Setting Commits<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">It's recommended to use frequent and early Commit in case of Set based processing. It reduces load from Database server and enhance performance.<o:p></o:p></span></li>
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<span style="font-size: 10pt;">g) Reuse Statement<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">Valid Only for SQL actions<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">By dedicating a persistent cursor to that statement we can reuse the SQL Statement.<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">When we select the ReUse property for a SQL action, %BIND fields is converted into real bind variables (like :1,:2, etc). This enables PeopleSoft Application Engine to compile the statement only once and dedicate a cursor, and re-execute it with new data multiple times. This reduction in compile time can result in dramatic improvements to performance. <o:p></o:p></span></li>
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<span style="font-size: 10pt;">h) Use %UpdateStats<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">For better performance, refresh statistics on temp tables using %UpdateStats(record name ,[HIGH/LOW]) after each bulk load of data.<o:p></o:p></span></li>
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<span style="font-size: 10pt;">i) Use CollectGarbage()<o:p></o:p></span></div>
<ul type="disc">
<li class="MsoNormal"><span style="font-size: 10pt;">Specific to AE using App Classes.<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">Use the CollectGarbage function to remove any unreachable application objects created by the Application Classes and hence release the memory. ( Also Refer: <a href="http://blog.psftdba.com/2007/06/unix-process-limits-for-peoplesoft.html"><span style="color: rgb(51 , 51 , 255);">Unix Process Limit for PeopleSoft</span></a>)<o:p></o:p></span></li>
<li class="MsoNormal"><span style="font-size: 10pt;">However, my tests suggest that this function does not cause any memory to be released by the process.<o:p></o:p></span></li>
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<br />j) Use SQL Hints (Tuning SQL)<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">SQL Hints e.g. /* +APPEND */,/* +FIRST_ROWS(n), provides a mechanism which instruct the CBO to choose a certain query execution plan based on the specific criteria. ( Refer: <a href="http://download.oracle.com/docs/cd/B14117_01/server.101/b10752/hintsref.htm#4894"><span style="color: rgb(51 , 51 , 255);">Oracle Documentation</span></a>)<o:p></o:p></span></li>
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<span style="font-size: 10pt;">k) Streaming<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">Streaming is a process in which a large chunk of data is divided into multiple streams and all the stream processes in parallel. <o:p></o:p></span></li>
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<span style="font-size: 10pt;">l) Use Trace File<o:p></o:p></span></div>
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<li class="MsoNormal"><span style="font-size: 10pt;">Use trace file generated by Trace/TOOLSTRACESQL/TOOLSTRACEPC advisably. Find out areas where process is taking longer processing-time or where performance can be improved.<o:p></o:p></span></li>
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<b><u><span lang="EN-US">Performance Considerations in Application Engine<o:p></o:p></span></u></b></div>
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<span lang="EN-US" style="font-size: 10pt;">It is always important to consider performance during design and development, but it is especially important when dealing with Application Engine programs. That is because AE programs often process a large number of transactions, and also because there are a number of fundamental design decisions that can have a dramatic affect on performance.<o:p></o:p></span></div>
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<span lang="EN-US" style="font-size: 10pt;">Performance tuning is often more of an art than a science, and there are exceptions to every rule. Still, the following general guidelines can be useful in achieving optimum performance.<o:p></o:p></span></div>
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<b><span lang="EN-US" style="font-size: 10pt;">Priority Considerations<o:p></o:p></span></b></div>
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<span lang="EN-US" style="font-size: 10pt;">These points should be on every designer’s and developer’s mind. They are given<o:p></o:p></span></div>
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<span lang="EN-US" style="font-size: 10pt;">priority because they can have a tremendous impact, and because it is much easier to implement them in the original design than it is to add them later.<o:p></o:p></span></div>
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<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span lang="EN-US" style="font-size: 10pt;">Set-Based Processing:</span></b><span lang="EN-US" style="font-size: 10pt;"> Instead of loop constructs such as Do Select, Do When, Do While, or Do Until, consider using UPDATE or INSERT statements that will affect many rows at once.<o:p></o:p></span></li>
<li class="MsoNormal"><b><span lang="EN-US" style="font-size: 10pt;">Temporary Tables:</span></b><span lang="EN-US" style="font-size: 10pt;"> There are several reasons to consider using temporary tables in your program:<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">The transaction tables may be too large to process directly against them with efficiency. A temporary table can hold an extract of the necessary data.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">The transaction tables may not have the correct index structure to process joins efficiently. A temporary table can be created with a more optimal index structure.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">The normalized data structure of the transaction tables may make it<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"> difficult to access the required information. A temporary table can be<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"> used to denormalize or “flatten” the data.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">It may not be possible to construct a single SQL statement to implement set-based processing. The temporary table can be used to store intermediate results.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">Although a single SQL statement might be possible, it may have such<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"> complex joins that it performs badly. A temporary table again can be used to store intermediate results.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span lang="EN-US" style="font-size: 10pt;">Write efficient SQL:</span></b><span lang="EN-US" style="font-size: 10pt;"> Set-based processing often leads to SQL statements with lots of joins. There are several techniques to keep in mind when writing or tuning such statements, so that they run quickly:<o:p></o:p></span></li>
</ul>
<div class="MsoNormal" style="margin-left: 18pt;">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">Use as many indexes as possible in the join criteria. In particular, don’t<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"> skip high-level keys.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">Avoid unnecessary joins. For example, when deriving SetID values from the business unit, use a separate select statement to find the SetID, and store it in the state record. Then it can be used as a bind variable in the main SQL statement.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">Avoid unnecessary subselects. For example, if all the rows selected from a table will have the same effective date, then use a separate select statement to find the effective date, and store it in the state record. Then it can be used as a bind variable in the main select.<o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36pt;">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">Join to the smallest table possible. For example, if effective-dated records exist in a parent-child relationship, then use the parent record for the effective date subselect.<o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36pt;">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span lang="EN-US" style="font-size: 10pt;">Use Oracle hints. This is appropriate when tuning a slow SQL statement. See the Oracle documentation for a complete list of hints, although two particularly useful ones are RULE (to force a statement to ignore statistics) and USE_INDEX (to force a statement to use a particular index). Generating the optimizer plan for the statement (see below) may help in selecting an appropriate hint.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-US" style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal">
<b><span lang="EN-US" style="font-size: 10pt;">Other Considerations</span></b><b><i><span style="font-family: "arial,bolditalic"; font-size: 14pt;"><o:p></o:p></span></i></b></div>
<div class="MsoNormal">
<span style="font-size: 10pt;">These points can be important in certain contexts, but they either do not carry as universal or dramatic an impact as the above points, or they are easier to implement by “tweaking” an existing program.<o:p></o:p></span></div>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span style="font-size: 10pt;">SQL in PeopleCode: </span></b><span style="font-size: 10pt;">When possible, avoid using SQL in PeopleCode. It carries less overhead to use SQL actions instead.<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span style="font-size: 10pt;">Mathematical Calculations in PeopleCode: </span></b><span style="font-size: 10pt;">When possible, avoid using SQL to perform mathematical calculations. For example, it is more efficient to use PeopleCode to increment a counter. The exception to this is if the same calculation must be performed on many rows of a table – in that case, use setbased processing.<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span style="font-size: 10pt;">Commits: </span></b><span style="font-size: 10pt;">When and where commits are done should primarily be driven by restart logic. However, if doing commits within loop structures, it is a good idea to specify the commit frequency, so that commits may be done in sizable “chunks”.<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span style="font-size: 10pt;">ReUse Statement: </span></b><span style="font-size: 10pt;">For SQL actions in loop structures, turn on the “ReUse<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: 10pt;"> Statement” option. The exception to this is if dynamic SQL is being used.<o:p></o:p></span></div>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span style="font-size: 10pt;">Bulk Insert: </span></b><span style="font-size: 10pt;">For INSERT statements in loop structures, use the Bulk Insert option. Note that this will not help if commits are done too frequently in the loop.<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoNormal"><b><span style="font-size: 10pt;">%UpdateStats: </span></b><span style="font-size: 10pt;">After inserting a large amount of data into a temporary table, use the %UpdateStats command. This will help the Oracle optimizer process joins more intelligently. Note that this will only work if commits are enabled.<o:p></o:p></span></li>
<li class="MsoNormal"><b><span style="font-size: 10pt;">Tracing: </span></b><span style="font-size: 10pt;">To identify where a performance problem is, run a trace of the<o:p></o:p></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: 10pt;"> program, using the timing options. There are two important points to consider:<o:p></o:p></span></div>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span style="font-size: 10pt;">When trying to pinpoint the problem turn off all tracing options other than the timing options. The overhead involved in tracing every statement can skew your results.<o:p></o:p></span></div>
<div class="MsoNormal">
<span style="font-size: 10pt;"><o:p> </o:p></span></div>
<div class="MsoNormal" style="margin-left: 54pt; text-indent: -18pt;">
<!--[if !supportLists]--><span lang="EN-US" style="font-family: "courier new"; font-size: 10pt;">o<span style="font: 7pt "Times New Roman";"> </span></span><!--[endif]--><span style="font-size: 10pt;">If the problem has been narrowed down to a particularly complex SQL, it can help to generate the optimizer plan for that statement, using the DB Optimizer tracing option.</span><span lang="EN-US" style="font-size: 10pt;"><o:p></o:p></span></div>
Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com8tag:blogger.com,1999:blog-6255223495642099089.post-52121885540732705872010-04-14T11:39:00.007+05:302010-04-24T12:23:39.962+05:30Java Logging for Application Engine ProgramsWell we all write a lot of custom batch programs, and since, a lot goes on behind the scene, we as developers need to ensure that sufficient logging takes place to help identify the problem.<br />For debugging, we normally make use of either a (Global or Component) file object or the famous but dreaded messagebox(). The problem with file object approach is that file handling adds an additional overhead of checking or making sure that we have opened it in the write mode and using the right charset.<br />Another approach most commonly used be developers is by adding numerous messageboxes to the PeopleCode, but most of them are unaware of the inherent danger, as in most of the PeopleTools versions, messagebox() fires and implicit <span style="font-weight: bold; color: rgb(255, 0, 0);">COMMIT</span>. This can create havoc if you have a restart enabled AE.<br /><br />(<span style="font-weight: bold;">Credits to the Original Uploader</span>) Jim Marion - <a href="http://jjmpsj.blogspot.com/2008/05/appengine-output-tricks-reporting.html">http://jjmpsj.blogspot.com/2008/05/appengine-output-tricks-reporting.html</a><br />came up with a wonderful solution of using the preloaded JVM on the Batch or App Server to serve as logging alternative. Please go through the above link for a detailed explanation.<br /><br />The only modifications that I did to that piece of code was to paste in an Application Package and use that in all custom built Application Engines. This approach has loads of advantages on the ones discussed above (File Object or messagebox)<br /><br /><span style="font-weight: bold; color: rgb(255, 0, 0);">--The actual Application Package PeopleCode</span><br />class AE_BATCH_LOG<br />method AE_BATCH_LOG();<br /><br />method println_to_stdout(&message As string);<br />method println_to_stderr(&message As string);<br />rem This method may be used at the discretion of the User;<br />method redirect_stdout(&fileName As string);<br />rem Use the Redirect for stderr as PS by default creates an stdout for each process;<br />method redirect_stderr(&fileName As string);<br /><br />end-class;<br /><br />/*<br />* The Constructor takes no arguments<br />*/<br />method AE_BATCH_LOG<br />end-method;<br /><br />/**<br />* The println_to_stdout method is used to Print a line of text to Stdout.<br />*<br />* @param &message - Text to be written to Stdout.<br />*/<br />method println_to_stdout<br />/+ &message as String +/<br /><br />try<br /> Local string &sMethodName = "AE_BATCH_LOG:println_to_stdout";<br /> Local JavaObject &jSystem = GetJavaClass("java.lang.System");<br /> Local JavaObject &jOutStream = &jSystem.out;<br /> Local JavaObject &jCls = GetJavaClass("java.lang.Class");<br /> Local JavaObject &jStringClass = &jCls.forName("java.lang.String");<br /> Local JavaObject &jPrintStreamCls = &jOutStream.getClass();<br /> Local JavaObject &jPrintlnArgTypes = CreateJavaObject("java.lang.Class[]", &jStringClass);<br /><br /> Local JavaObject &jPrintlnMethod = &jPrintStreamCls.getDeclaredMethod("println", &jPrintlnArgTypes);<br /><br /> &jPrintlnMethod.invoke(&jOutStream, CreateJavaObject("java.lang.Object[]", &message));<br /> rem ** I didn't find flushing necessary, but here is where you would flush the buffer if desired;<br /> rem &jOutStream.flush();<br /><br />catch Exception &ex<br /> &ex.Output();<br /> Error (MsgGetText(18130, 15001, "Unhandled exception occurred in %1.", &sMethodName));<br />end-try;<br /><br />end-method;<br /><br />/**<br />* The println_to_stderr method is used to Print a line of text to Stderr.<br />* This method should be used with a combination of redirect_stderr as PS<br />* maintains a single Stderr file for all processes.<br />* @param &message - Text to be written to Stdout.<br />*/<br />method println_to_stderr<br />/+ &message as String +/<br /><br />try<br /> Local string &sMethodName = "AE_BATCH_LOG:println_to_stderr";<br /> Local JavaObject &jSystem = GetJavaClass("java.lang.System");<br /> Local JavaObject &jOutStream = &jSystem.err;<br /> Local JavaObject &jCls = GetJavaClass("java.lang.Class");<br /> Local JavaObject &jStringClass = &jCls.forName("java.lang.String");<br /> Local JavaObject &jPrintStreamCls = &jOutStream.getClass();<br /> Local JavaObject &jPrintlnArgTypes = CreateJavaObject("java.lang.Class[]", &jStringClass);<br /><br /> Local JavaObject &jPrintlnMethod = &jPrintStreamCls.getDeclaredMethod("println", &jPrintlnArgTypes);<br /><br /> &jPrintlnMethod.invoke(&jOutStream, CreateJavaObject("java.lang.Object[]", &message));<br /> rem ** I didn't find flushing necessary, but here is where you would flush the buffer if desired;<br /> rem &jOutStream.flush();<br /><br />catch Exception &ex<br /> &ex.Output();<br /> Error (MsgGetText(18130, 15001, "Unhandled exception occurred in %1.", &sMethodName));<br />end-try;<br /><br />end-method;<br /><br /><br />/**<br />* The redirect_stdout method is used to redirect a line of text to a Custom file (Not a PS File Object) for general message logs.<br />* Use the this method prior to calling the println_to_stdout method.<br />*<br />* @param &fileName - File name of Redirected File.<br />*/<br />method redirect_stdout<br />/+ &fileName as String +/<br /><br />try<br /> Local string &sMethodName = "AE_BATCH_LOG:redirect_stdout";<br /> Local JavaObject &jSystem = GetJavaClass("java.lang.System");<br /> Local JavaObject &jfos_out = CreateJavaObject("java.io.FileOutputStream", &fileName, True);<br /> Local JavaObject &jps_out = CreateJavaObject("java.io.PrintStream", &jfos_out, True);<br /> &jSystem.setOut(&jps_out);<br /><br />catch Exception &ex<br /> &ex.Output();<br /> Error (MsgGetText(18130, 15001, "Unhandled exception occurred in %1.", &sMethodName));<br />end-try;<br />end-method;<br /><br />/**<br />* The redirect_stderr method is used to redirect a line of text to a Custom file (Not a PS File Object) for error logging.<br />* Use the this method prior to calling the println_to_stderr method.<br />*<br />* @param &fileName - File name of Redirected File.<br />*/<br />method redirect_stderr<br />/+ &fileName as String +/<br /><br />try<br /> Local string &sMethodName = "AE_BATCH_LOG:redirect_stderr";<br /> Local JavaObject &jSystem = GetJavaClass("java.lang.System");<br /> Local JavaObject &jfos_out = CreateJavaObject("java.io.FileOutputStream", &fileName, True);<br /> Local JavaObject &jps_out = CreateJavaObject("java.io.PrintStream", &jfos_out, True);<br /> &jSystem.setErr(&jps_out);<br /><br />catch Exception &ex<br /> &ex.Output();<br /> Error (MsgGetText(18130, 15001, "Unhandled exception occurred in %1.", &sMethodName));<br />end-try;<br />end-method;<br />-----------------------------------<br />To use the logging feature all you need to do is to include the below lines in any PeopleCode action of yours in your Application Engine<br />-----------------------------------<br />import AE_BATCH_LOG:*;<br /><br /><span style="color: rgb(0, 153, 0);">/* Create Class Object for Logging */</span><br />Local AE_BATCH_LOG:AE_BATCH_LOG &AEmsgLog_<br /><span style="color: rgb(0, 153, 0);">/* PeopleSoft prefers the Singleton apporach */</span><br />If None(&AEmsgLog_) Then<br />&AEmsgLog_ = create AE_BATCH_LOG:AE_BATCH_LOG();<br />------------------------------------<br />Once you have the class object, we need to redirect the stdout and stderr files. Its a good practice to redirect stdout, but you need to redirect the stderr always as the stderr is shared across processes.<br />------------------------------------<br /><span style="color: rgb(0, 153, 0);">/* Create the error file in the following path */</span><br /><span style="color: rgb(0, 153, 0);">rem Better to retrieve the path in an SQL action and store it in AET;</span><br />SQLExec("SELECT PRCSOUTPUTDIR FROM PSPRCSPARMS WHERE PRCSINSTANCE = :1", &YourPIValueFromAET, &FileDir_);<br /><span style="color: rgb(0, 153, 0);">rem PS does not attach all extension types under view log trace. extension *.err being one of them. Hence using *.log;</span><br />&ErrSub_ = "AE_AENAME_" | &YourPIValuefromAET | ".log";<br /><span style="color: rgb(0, 153, 0);">/* Determine the file path separator character. First check for backslash then forwardslash. */</span><br />&iTempPos = Find("\", &FileDir_);<br />If &iTempPos = 0 Then<br />&iTempPos = Find("/", &FileDir_);<br />&strSlash = "/";<br />Else<br />&strSlash = "\";<br />End-If;<br />&ErrFile_ = &FileDir_ | &strSlash | &ErrSub_;<br /><span style="color: rgb(0, 153, 0);">/* redirect stderr */</span><br />&AEmsgLog_.redirect_stderr(&ErrFile_);<br />&AEmsgLog_.println_to_stderr("=============================================");Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com1tag:blogger.com,1999:blog-6255223495642099089.post-18048528118879013892010-04-14T11:21:00.012+05:302012-05-01T20:18:56.052+05:30Handy SQLs & PeopleCode<div dir="ltr" style="text-align: left;" trbidi="on">
Hi,<br />
Below are few SQL's which one might find handy<br />
<br />
<span style="color: red; font-weight: bold;">--Drill down for a given Component</span><br />
SELECT DISTINCT C.PNLNAME, D.ADDSRCHRECNAME, D.SEARCHRECNAME ,R.RECNAME, DB.SUBRECORD AS 'IsSubRecord', P.OCCURSLEVEL AS 'REC OccursLevel', R.SQLTABLENAME AS 'Non STD SQL Name', R.BUILDSEQNO,<br />
R.AUDITRECNAME, DB.RECNAME_PARENT, P.FIELDNAME, P.OCCURSLEVEL AS 'FLD OccursLevel', DB.DEFFIELDNAME As 'Default Value', P.FIELDTYPE,<br />
(CASE FIELDTYPE WHEN 0 THEN 'Label' WHEN 6 THEN 'LongEditBox' WHEN 12 THEN 'PushButton' WHEN 1 THEN 'Frame' WHEN 7 THEN 'CheckBox' WHEN 13 THEN 'SecondaryPage (SUBPNLNAME)'<br />
WHEN 2 THEN 'GroupBox' WHEN 8 THEN 'RadioButton' WHEN 14 THEN 'TreeControl' WHEN 3 THEN 'StaticImage' WHEN 9 THEN 'Image' WHEN 15 THEN 'Gridcontrol' WHEN 4 THEN 'EditBox'<br />
WHEN 10 THEN 'ScrollBar' WHEN 16 THEN 'PushButton (GoToMenu, PNLGRPNAME)' WHEN 5 THEN 'ComboBox' WHEN 11 THEN 'SubPage' WHEN 18 THEN 'SecPage (SUBPNLNAME)' WHEN 19 THEN 'PSGrid'<br />
WHEN 20 THEN 'Tree' WHEN 21 THEN 'PushButton (calls SecondaryPage)' WHEN 23 THEN 'HorzRule (Horizontal Line)' WHEN 24 THEN 'TabSeperator' WHEN 25 THEN 'HTML Area'<br />
WHEN 26 THEN 'PushButton (Hyperlink to PromptAction)' WHEN 27 THEN 'Scroll Area' END) AS 'FLDType Descr',<br />
DB.EDITTABLE, DB.SETCNTRLFLD, P.LABEL_ID AS 'Label ID', P.LBLTEXT AS 'Label Text', P.SUBPNLNAME<br />
FROM PSPNLGROUP C INNER JOIN PSPNLFIELD P<br />
ON C.PNLNAME = P.PNLNAME<br />
INNER JOIN PSRECDEFN R<br />
ON R.RECNAME = P.RECNAME<br />
FULL OUTER JOIN PSRECFIELDDB DB<br />
ON R.RECNAME = DB.RECNAME<br />
AND P.FIELDNAME = DB.FIELDNAME<br />
INNER JOIN PSPNLGRPDEFN D<br />
ON C.PNLGRPNAME = D.PNLGRPNAME<br />
AND C.MARKET = D.MARKET<br />
WHERE C.PNLGRPNAME = '<span style="color: red; font-weight: bold;">%YOUR COMPONENT NAME%</span>'<br />
ORDER BY P.OCCURSLEVEL<br />
<br />
<span style="color: red; font-weight: bold;">--Retrieve Project Objects</span> ... <span style="color: red; font-weight: bold;">The Query below is for MSSQL</span><br />
SELECT (CASE OBJECTTYPE<br />
When '0' then 'Records'<br />
When '1' then 'Indexes'<br />
When '2' then 'Fields'<br />
When '3' then 'Field Formats'<br />
When '4' then 'Translate Values'<br />
When '5' then 'Pages'<br />
When '6' then 'Menus'<br />
When '7' then 'Components'<br />
When '8' then 'Record PeopleCode'<br />
When '9' then 'Menu PeopleCode'<br />
When '10' then 'Queries'<br />
When '11' then 'Tree Structures'<br />
When '12' then 'Trees'<br />
When '13' then 'Access Groups'<br />
When '14' then 'Colors'<br />
When '15' then 'Styles'<br />
When '16' then 'Business Process Maps'<br />
When '17' then 'Business Processes'<br />
When '18' then 'Activities'<br />
When '19' then 'Roles'<br />
When '20' then 'Process Definitions'<br />
When '21' then 'Server Definitions'<br />
When '22' then 'Process Type Definitions'<br />
When '23' then 'Job Definitions'<br />
When '24' then 'Recurrence Definitions'<br />
When '25' then 'Message Catalog Entries'<br />
When '26' then 'Dimensions'<br />
When '27' then 'Cube Definitions'<br />
When '28' then 'Cube Instance Definitions'<br />
When '29' then 'Business Interlink'<br />
When '30' then 'SQL'<br />
When '31' then 'File Layout Definitions'<br />
When '32' then 'Component Interfaces'<br />
When '33' then 'Application Engine Programs'<br />
When '34' then 'Application Engine Sections'<br />
When '35' then 'Message Nodes'<br />
When '36' then 'Message Channels'<br />
When '37' then 'Messages'<br />
When '38' then 'Approval Rule Sets'<br />
When '39' then 'Message PeopleCode'<br />
When '40' then 'Subscription PeopleCode'<br />
When '41' then 'unused'<br />
When '42' then 'Comp. Interface PeopleCode'<br />
When '43' then 'Application Engine PeopleCode'<br />
When '44' then 'Page PeopleCode'<br />
When '45' then 'Page Field PeopleCode'<br />
When '46' then 'Component PeopleCode'<br />
When '47' then 'Component Record PeopleCode'<br />
When '48' then 'Component Rec Fld PeopleCode'<br />
When '49' then 'Images'<br />
When '50' then 'Style Sheets'<br />
When '51' then 'HTML'<br />
When '52' then 'unused'<br />
When '53' then 'Permission Lists'<br />
When '54' then 'Portal Registry Definitions'<br />
When '55' then 'Portal Registry Structures'<br />
When '56' then 'URL Definitions'<br />
When '57' then 'Application Packages'<br />
When '58' then 'Application Package PeopleCode'<br />
When '59' then 'Portal Registry User Homepages'<br />
When '60' then 'Analytic Types'<br />
When '61' then 'Archive Templates'<br />
When '62' then 'XSLT'<br />
When '63' then 'Portal Registry User Favorites'<br />
When '64' then 'Mobile Pages'<br />
When '65' then 'Relationships'<br />
When '66' then 'CI Property PeopleCode'<br />
When '67' then 'Optimization Models'<br />
When '68' then 'File References'<br />
When '69' then 'File Type Codes'<br />
When '70' then 'Archive Object Definitions'<br />
When '71' then 'Archive Templates (Type 2)'<br />
When '72' then 'Diagnostic Plug-Ins'<br />
When '73' then 'Analytic Models'<br />
When '74' then 'unused'<br />
When '75' then 'Java Portlet User Preferences'<br />
When '76' then 'WSRP Remote Producers'<br />
When '77' then 'WSRP Remote Portlets'<br />
When '78' then 'WSRP Cloned Portlets Handles'<br />
When '79' then 'Services'<br />
When '80' then 'Service Operations'<br />
When '81' then 'Service Operation Handlers'<br />
When '82' then 'Service Operation Versions'<br />
When '83' then 'Service Operation Routings'<br />
When '84' then 'IB Queues'<br />
When '85' then 'XMLP Template Defn'<br />
When '86' then 'XMLP Report Defn'<br />
When '87' then 'XMLP File Defn'<br />
When '88' then 'XMLP Data Src Defn'<br />
Else 'Unknown'<br />
END) As 'Object Type', R.OBJECTVALUE1, R.OBJECTVALUE2, R.OBJECTVALUE3, R.OBJECTVALUE4,<br />
(CASE UPGRADEACTION WHEN 0 THEN 'Upgrade Action is Copy' WHEN 1 THEN 'Upgrade Action is Delete' WHEN 2 THEN 'Upgrade Action is None' WHEN 3 THEN 'Upgrade Action is CopyProp'<br />
ELSE 'Unknown' END) AS 'Upgrade Action',<br />
(CASE SOURCESTATUS WHEN 0 THEN 'Unknown' WHEN 1 THEN 'Absent' WHEN 2 THEN 'Changed' WHEN 3 THEN 'Unchanged' WHEN 4 THEN '*Changed' WHEN 5 THEN '*Unchanged' WHEN 6 THEN 'Same'<br />
ELSE 'Unknown' END) As 'SourceStatus',<br />
(CASE TARGETSTATUS WHEN 0 THEN 'Unknown' WHEN 1 THEN 'Absent' WHEN 2 THEN 'Changed' WHEN 3 THEN 'Unchanged' WHEN 4 THEN '*Changed' WHEN 5 THEN '*Unchanged' WHEN 6 THEN 'Same'<br />
ELSE 'Unknown' END) As 'TargetStatus'<br />
FROM PSPROJECTITEM R WHERE PROJECTNAME LIKE '<span style="color: red; font-weight: bold;">%YOUR PROJECT NAME%</span>'<br />
ORDER BY OBJECTTYPE<br />
<br />
<span style="color: red; font-weight: bold;">---- Finding the Top n Tables in a Database as per Used Space</span> - MSSQL ONLY<br />
<span style="color: red; font-weight: bold;">--Set @Count to whatever number you would like</span><br />
<span style="color: red; font-weight: bold;">--Set @ORDERBY to any of the four options - USED, DATA, RC - Row Count, RESD - Reserved</span><br />
DECLARE @COUNT INT;<br />
DECLARE @ORDERBY VARCHAR(4);<br />
<span style="color: red; font-weight: bold;">SET @COUNT = 50</span>;<br />
<span style="color: red; font-weight: bold;">SET @ORDERBY = 'USED'</span>;<br />
BEGIN try<br />
IF ((SELECT CASE WHEN @ORDERBY in ('USED','DATA','RC','RESD') THEN 1 ELSE 0 END) = 0)<br />
BEGIN<br />
-- abort if invalid @ORDERBY parameter entered<br />
RAISERROR('@ORDERBY parameter not USED, DATA, RC or RESD',11,1)<br />
RETURN<br />
END<br />
SELECT TOP (@COUNT)<br />
--(row_number() over(order by a3.name, a2.name))%2 as l1,<br />
a2.name AS [TableName],<br />
sum(a1.rows) as row_count,<br />
sum((a1.reserved + ISNULL(a4.reserved,0))* 8) AS reserved,<br />
sum(a1.used * 8)[Used],<br />
sum(a1.data * 8) AS data,<br />
sum((CASE WHEN (a1.used + ISNULL(a4.used,0)) > a1.data THEN<br />
(a1.used + ISNULL(a4.used,0)) - a1.data ELSE 0 END) * 8 )AS index_size,<br />
sum((CASE WHEN (a1.reserved + ISNULL(a4.reserved,0)) > a1.used THEN<br />
(a1.reserved + ISNULL(a4.reserved,0)) - a1.used ELSE 0 END) * 8) AS unused<br />
FROM<br />
(SELECT ps.object_id, SUM (CASE WHEN (ps.index_id < object_id =" ps.object_id)" parent_id =" a1.object_id)" object_id =" a2.object_id" schema_id =" a3.schema_id)"> 'S' and a2.type <> 'IT'<br />
AND a1.used <> 0<br />
GROUP BY a2.name<br />
--ORDER BY a2.name<br />
ORDER BY CASE<br />
WHEN @ORDERBY = 'USED' THEN sum(a1.used * 8)<br />
WHEN @ORDERBY = 'DATA' THEN sum(a1.data * 8)<br />
WHEN @ORDERBY = 'RC' THEN sum(a1.rows)<br />
WHEN @ORDERBY = 'RESD' THEN sum((a1.reserved + ISNULL(a4.reserved,0))* 8)<br />
END DESC<br />
end try<br />
begin catch<br />
select<br />
-100 as l1<br />
, 1 as schemaname<br />
, ERROR_NUMBER() as tablename<br />
, ERROR_SEVERITY() as row_count<br />
, ERROR_STATE() as reserved<br />
, ERROR_MESSAGE() as data<br />
, 1 as index_size<br />
, 1 as unused<br />
end catch<br />
<br />
<span style="color: red; font-weight: bold;">--rem One of the better ways to write SaveEdit Validation for a Field. Only for Contextual Reference though;</span><br />
&err_style = "PSERROR";<br />
&normal_style = "PSEDITBOX";<br />
&field = GetField();<br />
If Not All(&field.Value) Then<br />
&label = &field.GetLongLabel(&field.Name);<br />
&field.Style = &err_style;<br />
rem Press SHIFT + ^ for the FieldName to appear in the SetCursorPos Function Below. Field shown is for reference ONLY;<br />
<span style="color: #009900;">rem you only need to change the line below</span><br />
SetCursorPos(%Page, <span style="color: red; font-weight: bold;">USE SHIFT + 6 for the field</span>);<br />
Error MsgGet(5930, 1, "", &label);<br />
Else<br />
&field.Style = &normal_style;<br />
End-If;<br />
<br />
<span style="color: red; font-weight: bold;">-- Read an encrypted file and decrypt it. Good for stealing any document</span><br />
import TR:FileUtilities:*;<br />
<br />
Local JavaObject &psCYPHER = CreateJavaObject("psft.pt8.pshttp.PSCipher");<br />
&PPFile_ = GetFile("D:\temp\EncryptedFile.out", "R", "A", %FilePath_Absolute);<br />
<br />
Local TR:FileUtilities:Files &PPsSingleton_;<br />
If None(&PPsSingleton_) Then<br />
&PPsSingleton_ = create TR:FileUtilities:Files();<br />
End-If;<br />
&encPassword = &PPsSingleton_.GetFileAsString(&PPFile_);<br />
&DecPwd = &psCYPHER.decodePassword(&encPassword);<br />
<br />
&PPOutFile_ = GetFile("D:\temp\ActualDecryptedFile.out", "W", "A", %FilePath_Absolute);<br />
&PPOutFile_.WriteString(&DecPwd);<br />
<br />
<br />
&psCYPHER = Null;<br />
<br />
<span style="color: #cc0000; font-weight: bold;">-- Nice use of MetaSQL in Application Engine Programs</span><br />
It's handy to keep a log of your batch programs, as the process scheduler tables get purged frequently. The SQL below shows a nice way of using the MetaSQL, and this can be used for any/all your custom App Engines. This can be used in the last SQL action before your Application Engine finishes.<br />
<br />
The MetaSQL - <span style="color: red; font-weight: bold;">AE$LOG$SQL</span> only consists of '<span style="color: red; font-weight: bold;">%P(1)</span>'<br />
<br />
INSERT INTO PS_AE_LOG_TBL (PROCESS_INST_STG<br />
,OPRID<br />
,RUN_CNTL_ID<br />
,AE_APPLID<br />
,ACTIONDTTM<br />
,ENDDTTM<br />
,DURATION_TIME)<br />
VALUES (%Sql(AE$LOG$SQL,%Bind(YOURAET.PROCESS_INST_STG) ,10)<br />
,%Sql(AE$LOG$SQL,%Bind(YOURAET.OPRID),30)<br />
,%Sql(AE$LOG$SQL,%Bind(YOURAET.RUN_CNTL_ID),30)<br />
,%AEProgram<br />
,%Sql(AE$LOG$SQL,%Bind(YOURAET.ACTIONDTTM),26)<br />
,%CurrentDateTimeIn<br />
,%DateTimeDiff(%Sql(AE$LOG$SQL,%Bind(YOURAET.ACTIONDTTM),26), %CurrentDateTimeIn))<br />
<br />
<span style="color: red; font-weight: bold;">-- Find the Navigation of a Process (AE & SQR)</span><br />
SELECT DISTINCT LTRIM(RTRIM(B.MENUGROUP)) +<br />
' > ' + LTRIM(RTRIM(B.MENULABEL)) +<br />
' > ' + LTRIM(RTRIM(BARLABEL)) +<br />
' > ' + LTRIM(RTRIM(A.ITEMLABEL)) +<br />
' > ' + LTRIM(RTRIM(D.PNLGRPNAME)) +<br />
' – ' + LTRIM(RTRIM(PRCSTYPE)) +<br />
' – ' + LTRIM(RTRIM(PRCSNAME)) NAVIGATION<br />
FROM PSMENUITEM A, PSMENUDEFN B, PS_PRCSDEFNPNL C, PSPNLGROUP D<br />
WHERE A.MENUNAME = B.MENUNAME<br />
AND A.PNLGRPNAME = C.PNLGRPNAME<br />
AND A.PNLGRPNAME = D.PNLGRPNAME<br />
<span style="font-weight: bold;">-- Substitute the PRCSNAME value with the Process Name that you are looking for</span><br />
AND PRCSNAME = 'POPO005'<br />
GROUP BY B.MENUNAME, B.MENUGROUP, B.MENULABEL, BARLABEL, A.ITEMLABEL,<br />
D.PNLGRPNAME, PRCSTYPE, PRCSNAME<br />
<br />
<span style="font-weight: bold;">Caveat</span> - No rows <span style="font-weight: bold;">DOES NOT MEAN</span> that the process is not used. It could either be called from an AE or be a part of a PSJob.<br />
<br />
<br />
<span style="color: red; font-weight: bold;">--Projects Items List via SQL for MSSQL</span><br />
Credits to the <a href="http://www.pscustomizer.com/sql-examples/project-items-list-via-sql/">Original uploader</a><br />
SELECT OBJECTTYPE,<br />
CASE OBJECTTYPE<br />
WHEN 0 THEN CASE ISNULL((SELECT RECTYPE FROM PSRECDEFN WHERE RECNAME = I.OBJECTVALUE1), 99)<br />
WHEN 0 THEN 'SQL Table in DB'<br />
WHEN 1 THEN 'SQL View in DB'<br />
WHEN 2 THEN 'Work Record'<br />
WHEN 3 THEN 'Sub Record'<br />
WHEN 5 THEN 'Dynamic View'<br />
WHEN 6 THEN 'Query View'<br />
WHEN 7 THEN 'Temporary Table'<br />
ELSE 'Other Record or Deleted' END<br />
<br />
WHEN 1 THEN 'Index'<br />
WHEN 2 THEN 'Field'<br />
WHEN 3 THEN 'Field Format'<br />
WHEN 4 THEN 'Translate Value'<br />
WHEN 5 THEN 'Page'<br />
WHEN 6 THEN 'Menu'<br />
WHEN 7 THEN 'Component'<br />
WHEN 8 THEN 'Record PeopleCode'<br />
WHEN 9 THEN 'Menu PeopleCode'<br />
WHEN 10 THEN 'Query'<br />
WHEN 11 THEN 'Tree Structure'<br />
WHEN 12 THEN 'Tree'<br />
WHEN 13 THEN 'Access Group'<br />
WHEN 14 THEN 'Color'<br />
WHEN 15 THEN 'Style'<br />
WHEN 16 THEN 'Business Process Map'<br />
WHEN 17 THEN 'Business Process'<br />
WHEN 18 THEN 'Activity'<br />
WHEN 19 THEN 'Role'<br />
WHEN 20 THEN 'Process Definition'<br />
WHEN 21 THEN 'Process Server Definition'<br />
WHEN 22 THEN 'Process Type Definition'<br />
WHEN 23 THEN 'Process Job Definition'<br />
WHEN 24 THEN 'Process Recurrence Definition'<br />
WHEN 25 THEN 'Message Catalog'<br />
WHEN 26 THEN 'Dimension'<br />
WHEN 27 THEN 'Cube Definition'<br />
WHEN 28 THEN 'Cube Instance Definition'<br />
WHEN 29 THEN 'Business Interlink'<br />
WHEN 30 THEN CASE OBJECTVALUE2<br />
WHEN '0' THEN 'SQL Object'<br />
WHEN '1' THEN 'App Engine SQL'<br />
WHEN '2' THEN 'Record View SQL'<br />
WHEN '5' THEN 'Query for DDAUDIT or SYSAUDIT'<br />
WHEN '6' THEN 'App Engine XML SQL'<br />
ELSE 'SQL' END<br />
WHEN 31 THEN 'File Layout'<br />
WHEN 32 THEN 'Component Interface'<br />
WHEN 33 THEN 'Application Engine Program'<br />
WHEN 34 THEN 'Application Engine Section'<br />
WHEN 35 THEN 'Message Node'<br />
WHEN 36 THEN 'Message Channel'<br />
WHEN 37 THEN 'Message'<br />
WHEN 38 THEN 'Approval rule set'<br />
WHEN 39 THEN 'Message PeopleCode'<br />
WHEN 40 THEN 'Subscription PeopleCode'<br />
WHEN 41 THEN 'N/A'<br />
WHEN 42 THEN 'Component Interface PeopleCode'<br />
WHEN 43 THEN 'Application Engine PeopleCode'<br />
WHEN 44 THEN 'Page PeopleCode'<br />
WHEN 45 THEN 'Page Field PeopleCode'<br />
WHEN 46 THEN 'Component PeopleCode'<br />
WHEN 47 THEN 'Component Record PeopleCode'<br />
WHEN 48 THEN 'Component Record Field PeopleCode'<br />
WHEN 49 THEN 'Image'<br />
WHEN 50 THEN 'Style sheet'<br />
WHEN 51 THEN 'HTML'<br />
WHEN 52 THEN 'Not used'<br />
WHEN 53 THEN 'Permission List'<br />
WHEN 54 THEN 'Portal Registry Definitions'<br />
WHEN 55 THEN 'Portal Registry Structure'<br />
WHEN 56 THEN 'URL Definitions'<br />
WHEN 57 THEN 'Application Packages'<br />
WHEN 58 THEN 'Application Package PeopleCode'<br />
WHEN 59 THEN 'Portal Registry User Homepage'<br />
WHEN 60 THEN 'Problem Type'<br />
WHEN 61 THEN 'Archive Templates'<br />
WHEN 62 THEN 'XSLT'<br />
WHEN 63 THEN 'Portal Registry User Favorite'<br />
WHEN 64 THEN 'Mobile Page'<br />
WHEN 65 THEN 'Relationships'<br />
WHEN 66 THEN 'Component Interface Property PeopleCode'<br />
WHEN 67 THEN 'Optimization Models'<br />
WHEN 68 THEN 'File References'<br />
WHEN 69 THEN 'File Type Codes'<br />
WHEN 70 THEN 'Archive Object Definitions'<br />
WHEN 71 THEN 'Archive Templates (Type 2)'<br />
WHEN 72 THEN 'Diagnostic Plug In'<br />
WHEN 73 THEN 'Analytic Model'<br />
WHEN 74 THEN 'unused'<br />
WHEN 75 THEN 'Java Portlet User Preferences'<br />
WHEN 76 THEN 'WSRP Remote Producers'<br />
WHEN 77 THEN 'WSRP Remote Portlets'<br />
WHEN 78 THEN 'WSRP Cloned Portlets Handles'<br />
WHEN 79 THEN 'Service'<br />
WHEN 80 THEN 'Service Operation'<br />
WHEN 81 THEN 'Service Operation Handler'<br />
WHEN 82 THEN 'Service Operation Version'<br />
WHEN 83 THEN 'Service Operation Routing'<br />
WHEN 84 THEN 'Info Broker Queues'<br />
WHEN 85 THEN 'XLMP Template Definition'<br />
WHEN 86 THEN 'XLMP Report Definition'<br />
WHEN 87 THEN 'XMLP File Definition'<br />
WHEN 88 THEN 'XMPL Data Source Definition'<br />
WHEN 89 THEN 'WSDL'<br />
WHEN 90 THEN 'Schema'<br />
WHEN 91 THEN 'Connected Queries'<br />
WHEN 92 THEN 'Logical Schema'<br />
WHEN 93 THEN 'Physical Schema'<br />
WHEN 94 THEN 'Relational Schema'<br />
WHEN 95 THEN 'Logical Schema Dependancy'<br />
WHEN 96 THEN 'Document Schema'<br />
WHEN 97 THEN 'Essbase Cube Dimensions'<br />
WHEN 98 THEN 'Essbase Cube Outlines'<br />
WHEN 99 THEN 'Essbase Cube Connections'<br />
WHEN 100 THEN 'Essbase Cube Templates'<br />
ELSE 'Unknown ' END AS Object_Type,<br />
CASE OBJECTTYPE<br />
WHEN 12 THEN OBJECTVALUE3<br />
WHEN 30 THEN CASE WHEN OBJECTVALUE2 = 0 THEN OBJECTVALUE1<br />
WHEN OBJECTVALUE2 = 1 THEN SUBSTRING(OBJECTVALUE1, 1, 12)<br />
WHEN OBJECTVALUE2 = 2 THEN OBJECTVALUE1<br />
ELSE ' ' END<br />
WHEN 34 THEN ltrim(RTRIM(OBJECTVALUE1)) + '.' + ltrim(RTRIM(OBJECTVALUE2))<br />
WHEN 62 THEN ltrim(rTRIM(SUBSTRING(OBJECTVALUE1, 1, 12)))<br />
ELSE OBJECTVALUE1 END AS NAME,<br />
CASE<br />
WHEN OBJECTTYPE = 1 THEN 'Index: ' + OBJECTVALUE2<br />
WHEN OBJECTTYPE = 4 THEN 'XLAT: ' + OBJECTVALUE2 + '; Date: ' + OBJECTVALUE3 + '; ' +<br />
ISNULL((SELECT 'ShortName: ' + XLATSHORTNAME + '; LongName: ' +<br />
XLATLONGNAME + '; Status: ' + EFF_STATUS<br />
FROM PSXLATITEM<br />
WHERE FIELDNAME = I.OBJECTVALUE1 AND FIELDVALUE = I.OBJECTVALUE2<br />
AND EFFDT = I.OBJECTVALUE3), 'XLAT Deleted')<br />
WHEN OBJECTTYPE = 7 THEN 'Market: ' + OBJECTVALUE2<br />
WHEN OBJECTTYPE = 8 THEN OBJECTVALUE1 + '.' + OBJECTVALUE2 + '.' + OBJECTVALUE3<br />
WHEN OBJECTTYPE = 9 THEN OBJECTVALUE2 + '.' + OBJECTVALUE3 + '.' + OBJECTVALUE4<br />
WHEN OBJECTTYPE = 12 THEN 'EFFDT: ' + OBJECTVALUE4<br />
WHEN OBJECTTYPE = 20 THEN 'Process Name: ' + OBJECTVALUE2<br />
WHEN OBJECTTYPE IN(22, 40) THEN OBJECTVALUE2 + '.' + OBJECTVALUE3<br />
WHEN OBJECTTYPE = 25 THEN 'Message: ' + OBJECTVALUE2 + '(Message Set Descr: ' + ltrim(rtrim(OBJECTVALUE3)) + ')'<br />
WHEN OBJECTTYPE = 30 THEN<br />
CASE WHEN OBJECTVALUE2 = 0 THEN ' '<br />
WHEN OBJECTVALUE2 = 1 THEN 'AE Progam: ' +<br />
SUBSTRING(OBJECTVALUE1, 1, 12) + ' Section: ' +<br />
SUBSTRING(OBJECTVALUE1, 13, 8) + ' Step: ' +<br />
SUBSTRING(OBJECTVALUE1, 21, 8) + ' Type: ' +<br />
CASE WHEN SUBSTRING(OBJECTVALUE1, 29, 1) = 'S' THEN 'SQL'<br />
WHEN SUBSTRING(OBJECTVALUE1, 29, 1) = 'D' THEN 'Do Select'<br />
WHEN SUBSTRING(OBJECTVALUE1, 29, 1) = 'W' THEN 'Do While'<br />
WHEN SUBSTRING(OBJECTVALUE1, 29, 1) = 'H' THEN 'Do When'<br />
WHEN SUBSTRING(OBJECTVALUE1, 29, 1) = 'N' THEN 'Do Until'<br />
Else 'Unknown' END <br />
WHEN OBJECTVALUE2 = 2 THEN ' '<br />
ELSE ' ' END<br />
WHEN OBJECTTYPE = 38 THEN 'EFFDT: ' + OBJECTVALUE2<br />
WHEN OBJECTTYPE IN(39, 42, 44) THEN OBJECTVALUE2<br />
WHEN OBJECTTYPE = 43 THEN<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE4)) = 'OnExecute' THEN<br />
'Section: ' + SUBSTRING(OBJECTVALUE2, 1, 8) + '; Step: ' +<br />
OBJECTVALUE3 + '; Market: ' + SUBSTRING(OBJECTVALUE2, 9, 3) +<br />
'; Database: ' + ltrim(rTRIM(SUBSTRING(OBJECTVALUE2, 12, 8))) +<br />
'; EFFDT: ' + ltrim(rTRIM(SUBSTRING(OBJECTVALUE2, 21, 10)))<br />
ELSE 'Section: ' + OBJECTVALUE2 + '; Market: ' + OBJECTVALUE3<br />
+ '; Database: ' + ltrim(rTRIM(SUBSTRING(OBJECTVALUE4, 12, 8))) +<br />
'; EFFDT: ' + ltrim(rTRIM(SUBSTRING(OBJECTVALUE4, 21, 10))) END<br />
WHEN OBJECTTYPE = 46 THEN 'Market: ' + OBJECTVALUE2 + '; Event: ' + OBJECTVALUE3<br />
WHEN OBJECTTYPE = 47 THEN 'Market: ' + OBJECTVALUE2 + '; Record: ' + OBJECTVALUE3 + '; Event: ' + OBJECTVALUE4<br />
WHEN OBJECTTYPE = 48 THEN 'Market: ' + OBJECTVALUE2 + '; Record: ' + OBJECTVALUE3<br />
+ '; Field: ' + ltrim(rTRIM(SUBSTRING(OBJECTVALUE4, 1, 18)))<br />
+ '; Event: ' + ltrim(rTRIM(SUBSTRING(OBJECTVALUE4, 19, 16)))<br />
WHEN OBJECTTYPE = 55 THEN<br />
CASE WHEN ltrim(rtrim(OBJECTVALUE2)) = 'C' THEN 'CREF: ' ELSE 'Folder: ' END + OBJECTVALUE3<br />
WHEN OBJECTTYPE = 57 THEN<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE4)) NOT IN(' ', ':', '.') THEN<br />
'Subclass: ' + ltrim(rTRIM(OBJECTVALUE2)) + ':' + ltrim(rTRIM(OBJECTVALUE3))<br />
+ ':' + ltrim(rTRIM(OBJECTVALUE4))<br />
ELSE<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE3)) NOT IN(' ', ':', '.') THEN<br />
'Subclass: ' + ltrim(rTRIM(OBJECTVALUE2)) + ':' +<br />
ltrim(rTRIM(OBJECTVALUE3))<br />
ELSE<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE2)) NOT IN(' ', ':', '.') THEN<br />
'Subclass: ' + ltrim(rTRIM(OBJECTVALUE2))<br />
ELSE ' '<br />
END<br />
END<br />
END<br />
WHEN OBJECTTYPE IN(58, 63, 68, 81, 82, 83, 87, 88) THEN<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE4)) IS NOT NULL THEN<br />
ltrim(rTRIM(OBJECTVALUE2)) + '.' + ltrim(rTRIM(OBJECTVALUE3)) + '.'<br />
+ ltrim(rTRIM(OBJECTVALUE4))<br />
ELSE<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE3)) IS NOT NULL THEN<br />
ltrim(rTRIM(OBJECTVALUE2)) + '.' + ltrim(rTRIM(OBJECTVALUE3))<br />
ELSE<br />
CASE WHEN ltrim(rTRIM(OBJECTVALUE2)) IS NOT NULL THEN<br />
ltrim(rTRIM(OBJECTVALUE2))<br />
ELSE ' '<br />
END<br />
END<br />
END<br />
WHEN OBJECTTYPE = 59 THEN ltrim(rTRIM(OBJECTVALUE2))<br />
WHEN OBJECTTYPE = 62 THEN 'AE Progam: ' + SUBSTRING(OBJECTVALUE1, 1, 12) + ' Section: ' +<br />
SUBSTRING(OBJECTVALUE1, 13, 8) + ' Step: ' + SUBSTRING(OBJECTVALUE1, 21, 8)<br />
ELSE ' ' END AS EXTENDED_OBJ_NAME, <br />
CASE OBJECTTYPE<br />
WHEN 0 THEN ISNULL((SELECT RECDESCR FROM PSRECDEFN WHERE RECNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 1 THEN ISNULL((SELECT IDXCOMMENTS FROM PSINDEXDEFN WHERE RECNAME = I.OBJECTVALUE1 AND INDEXID = I.OBJECTVALUE2), ' ')<br />
WHEN 2 THEN ISNULL((SELECT DESCRLONG FROM PSDBFIELD WHERE FIELDNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 3 THEN ISNULL((SELECT DESCR FROM PSFMTDEFN WHERE FORMATFAMILY = I.OBJECTVALUE1), ' ')<br />
WHEN 5 THEN ISNULL((SELECT DESCR FROM PSPNLDEFN WHERE PNLNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 6 THEN ISNULL((SELECT DESCR FROM PSMENUDEFN WHERE MENUNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 7 THEN ISNULL((SELECT DESCR FROM PSPNLGRPDEFN WHERE PNLGRPNAME = I.OBJECTVALUE1 AND MARKET = I.OBJECTVALUE2), ' ')<br />
WHEN 10 THEN ISNULL((SELECT DESCR FROM PSQRYDEFN WHERE QRYNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 12 THEN ISNULL((SELECT DESCR FROM PSTREEDEFN WHERE TREE_NAME = I.OBJECTVALUE3), ' ')<br />
WHEN 13 THEN ISNULL((SELECT DESCR FROM PS_ACCESS_GRP_TBL WHERE ACCESS_GROUP = I.OBJECTVALUE1), ' ')<br />
WHEN 17 THEN ISNULL((SELECT DESCR60 FROM PSBUSPROCDEFN WHERE BUSPROCNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 18 THEN ISNULL((SELECT DESCR60 FROM PSACTIVITYDEFN WHERE ACTIVITYNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 19 THEN ISNULL((SELECT DESCR FROM PSROLEDEFN WHERE ROLENAME = I.OBJECTVALUE1), ' ')<br />
WHEN 20 THEN ISNULL((SELECT DESCR FROM PS_PRCSDEFN WHERE PRCSTYPE = I.OBJECTVALUE1 AND PRCSNAME = I.OBJECTVALUE2), ' ')<br />
WHEN 23 THEN ISNULL((SELECT DESCR FROM PS_PRCSJOBDEFN WHERE PRCSJOBNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 21 THEN ISNULL((SELECT DESCR FROM PS_SERVERDEFN WHERE SERVERNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 25 THEN ISNULL((SELECT MESSAGE_TEXT FROM PSMSGCATDEFN WHERE MESSAGE_SET_NBR = I.OBJECTVALUE1 AND MESSAGE_NBR = I.OBJECTVALUE2), ' ')<br />
WHEN 31 THEN ISNULL((SELECT DESCR FROM PSFLDDEFN WHERE FLDDEFNNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 32 THEN ISNULL((SELECT DESCR FROM PSBCDEFN WHERE BCNAME = I.OBJECTVALUE1), ' ')<br />
WHEN 33 THEN ISNULL((SELECT DESCR FROM PSAEAPPLDEFN WHERE AE_APPLID = I.OBJECTVALUE1), ' ')<br />
WHEN 34 THEN ISNULL((SELECT TOP 1 DESCR FROM PSAESECTDTLDEFN WHERE AE_APPLID = I.OBJECTVALUE1 AND AE_SECTION = I.OBJECTVALUE2), ' ')<br />
WHEN 53 THEN ISNULL((SELECT CLASSDEFNDESC FROM PSCLASSDEFN WHERE CLASSID = I.OBJECTVALUE1), ' ')<br />
WHEN 56 THEN ISNULL((SELECT URL FROM PSURLDEFN WHERE URL_ID = I.OBJECTVALUE1), ' ')<br />
ELSE ' ' END AS DESCR<br />
FROM PSPROJECTITEM I<br />
WHERE PROJECTNAME = 'PPLTLS84CUR'<br />
ORDER BY OBJECTTYPE, 2, OBJECTVALUE1, OBJECTVALUE2, OBJECTVALUE3, OBJECTVALUE4<br />
<br />
<b><span style="color: red;">--FIND KEYs in a record</span></b><br />
<br />
SELECT RECNAME, FIELDNAME, (TRUNC((USEEDIT/1),0) - TRUNC((USEEDIT/2),0) * 2) KEY, (TRUNC((USEEDIT/2),0) - TRUNC((USEEDIT/4),0) * 2) DUPORDERKEY, (TRUNC((USEEDIT/256),0) - TRUNC((USEEDIT/512),0) * 2) REQUIRED<br />
FROM PSRECFIELD<br />
WHERE RECNAME = 'PSRECDEFN'<br />
ORDER BY 3 DESC<br />
</div>Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-85443668138252790742009-07-20T00:02:00.008+05:302010-05-11T12:14:56.347+05:30RealTime Message Log<div style="text-align: justify;">Most of us have gone through the pain of switching windows while debugging our Batch programs especially Application Engines (<span style="font-weight: bold;">Actual Sequence - Click Run -> Click OK -> Click Process Monitor -> Now Like a !#! keep clicking the Refresh Button or switch between details/message log and Process Monitor - So frustrating</span>). It would have been a lot easier had PS provided a refresh button on the message log page.<br /></div><br /><div style="text-align: justify;">The Vanilla run control page for Voucher Build process has a solution to this problem. It has 2 delivered pages which the user can use to view the message log and actually refresh it whenever he/she wants it. Better than navigating to the Process Monitor page and waiting for the process to finish.<br /></div><br /><div style="text-align: justify;">I also came across PS delivered Component AE_LOG which is on the same lines. The design is far better than the existing one. It can even show you the Trace/Message Log for the current and previous process instances for the OPRID/RUN_CNTL_ID combination, but the only limitation I feel is that, it presently only looks at the AE Request component.<br /></div><br /><div style="text-align: justify;">I'm currently working on a page that combines both these functionalities. Once completed this can be extended to all custom run control components we create. Presently I'm testing this for Application Engines only (I HATE SQR's).<br /></div><br />All that the developer needs to ensure is that:<br /><br />1. Copy a bit of PeopleCode to import this functionality, and<br /><br /><div style="text-align: justify;">2. Insert this page in his/her Run Control Component. All that is now required is to run the process and navigate to the this page rather than the process monitor page, as this will show you Real Time Message Logs.<br /></div><br /><div style="text-align: justify;">Also trying to identify whether these reports will be accessible from the Run Control Page after the PRCSYSPURGE is run.<br /></div><br />I'll post more on this once I'm done<br /><br />Cheerz!!Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-3929866201191613292009-07-19T23:54:00.006+05:302010-04-14T13:46:25.530+05:30The App Package TR<div style="text-align: justify;">This is by far one of the better App Packages that PS delivers in FSCM. Under the Package FileUtilities there are 2 App Classes FTP & Files.<br /></div><br /><div style="text-align: justify;">The app class <span style="font-weight: bold; font-style: italic;">Files</span> contains certain methods which are written in a very refined and polished manner. For example the method <span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">GetFileAsString</span> is used to read a file in exactly the same manner in which it is stored in the File System. To do this PS does not use PeopleCode. Instead it uses JAVA, since it can retrieve the file in the same exact manner. Also, what one must note is that the method does take into account of reading/opening of large files as it has a check for the chunk size to prevent the dreaded Out of memory error.<br /></div><br /><div style="text-align: justify;">What is also strange is that even though PS provides a Function FindFiles() to retrieve all the files Names as string from a directory, it does not use it in the method <span style="font-weight: bold; color: rgb(255, 0, 0); font-style: italic;">GetFileList</span>.<br /></div><br /><div style="text-align: justify;">The method <span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">LoadCleanFile</span> is also useful when you are trying to read through plain text files with out using a File Layout.<br /></div><br /><div style="text-align: justify;">This app package also contains certain interesting utilities under the Package <span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">Utilities</span>.</div>Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com0tag:blogger.com,1999:blog-6255223495642099089.post-31589490281592155812009-07-19T23:39:00.008+05:302010-04-14T13:46:06.555+05:30Run DMS in Regular/Bootstrap mode from PIA<div style="text-align: justify;">Ever wondered if you could run DMS scripts from PIA in regular mode.<br /><br />Well PS does deliver a Process Type of Data Mover, but I've rarely seen it being used.<br />PS itself delivers a page to run the DMS from PIA in regular mode, but it can only be a single DMS file.<br /></div><div style="text-align: justify;">I extended that solution to suit my needs. Have the user upload (DMS) as many as he/she wants and can then run DMS scripts in Regular/Bootstrap mode through the PIA. The DAT generated can then be downloaded from the View/Log Trace link and then can be emailed through the same page to the PSAdmins (You could even send it through your official mail. But what the @#@ I wanted the user to send it from the same page). The attachment functionality though commonly used by many people, is always written by the developers. Rarely have I seen people using the delivered functionality. In FSCM PS delivers a generic Attachment functionality which covers the Life cycle of attachments. The App Class that has to use to achieve this is<span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);"> SCM_ARCH_ATTACH:UI:AttachmentHandler</span>. The exhaustive comments in the class clearly detail what needs to be done by the developers to use it. It absolutely eliminates the need for users to write their own code. I really wouldn't repeat the steps out in my blog. I would suggest you go through the class and try it out.<br /><br /></div><div style="text-align: justify;">The process type DATA Mover will always run in Regular mode since the command line always takes the <span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">%%OPRID%%</span> and<span style="font-style: italic;"><span style="font-weight: bold;"> </span></span><span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">%%OPRPSWD%%</span>, however, if you choose <span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">%%ACCESSID%%</span> and <span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">%%ACCESSPSWD%%</span>, then you can essentially log in in Bootstrap mode through the PIA. For this I suggest create a new Process Type rather than changing the existing one and for the new Process Type set the command line as<br />"<span style="font-weight: bold; font-style: italic; color: rgb(51, 51, 255);">-CT %%DBTYPE%% -CD %%DBNAME%% -CO %%ACCESSID%% -CP %%ACCESSPSWD%% -I %%INSTANCE%%</span>"<br /></div><br /><div style="text-align: justify;">Once done open the Process Definition and set the following for the PARMLIST - "<span style="font-weight: bold; font-style: italic; color: rgb(255, 0, 0);">-FP :Your run control record name.FieldName - which will store the file name</span>"<br /></div><br /><div style="text-align: justify;">One very good thing about all this is that the user need not write any code for error logging as internally PS calls psdmtx.exe, hence all the error logging will be identical to the way Data mover logs error.<br /></div><div style="text-align: justify;">And the best part - The DAT & Log file(s) are attached automatically in the View/Log Trace. So the user irrespective of the SET OUTPUT & SET LOG commands can view/download the DAT files from the process monitor.<br /></div><br /><div style="text-align: justify;">Another good part about all this is that the page allows the user to <span style="font-style: italic; color: rgb(255, 0, 0);">simulate the DMS</span>. This is what the SET NO DATA command does. It will run through the entire script but will neither export nor import, hence, no DB changes. So in case you have huge DMS files uploaded by the user and you are not too comfortable with the DDL and DML statements, you can Simulate the DMS<br /></div><br /><a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8BI2qfB0baCmgcf2mdLNzkv8Dd6wHom8uSerBhLid4yNmL9Hy2oaUCnbTx9yyxEH5IbHLTQdv-WwnsuahO5vp7i6f7dMVmpZfbHZk7-shrQWqvRaO-TGLG5_88vbZj8MPbJnerKSdLDZG/s1600-h/RunDMS.GIF"><img style="margin: 0pt 10px 10px 0pt; float: left; cursor: pointer; width: 320px; height: 155px;" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8BI2qfB0baCmgcf2mdLNzkv8Dd6wHom8uSerBhLid4yNmL9Hy2oaUCnbTx9yyxEH5IbHLTQdv-WwnsuahO5vp7i6f7dMVmpZfbHZk7-shrQWqvRaO-TGLG5_88vbZj8MPbJnerKSdLDZG/s320/RunDMS.GIF" alt="" id="BLOGGER_PHOTO_ID_5360251333684371250" border="0" /></a>Ciphersbakhttp://www.blogger.com/profile/01586158446874473262noreply@blogger.com1